From 9e7e3f76a930fa8469cfe895b18761f2bd855c77 Mon Sep 17 00:00:00 2001 From: Esther Chizoba <111289202+Est1y@users.noreply.github.com> Date: Thu, 6 Jul 2023 15:12:46 +0100 Subject: [PATCH 01/35] Add files via upload --- My_Capstone Project-Copy1.ipynb | 14101 ++++++++++++++++++++++++++++++ 1 file changed, 14101 insertions(+) create mode 100644 My_Capstone Project-Copy1.ipynb diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb new file mode 100644 index 00000000..2fd4bc47 --- /dev/null +++ b/My_Capstone Project-Copy1.ipynb @@ -0,0 +1,14101 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 111, + "id": "77550c18", + "metadata": {}, + "outputs": [], + "source": [ + "# Write Your Code Below\n", + "# Import all libraries in this cell\n", + "import requests\n", + "import numpy as np\n", + "import urllib.request\n", + "import pandas as pd\n", + "import csv\n", + "from bs4 import BeautifulSoup\n", + "import seaborn as sns\n", + "sns.set_style(\"darkgrid\")\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "plt.style.use('fivethirtyeight') \n", + "import warnings\n", + "warnings.filterwarnings('ignore')" + ] + }, + { + "cell_type": "code", + "execution_count": 791, + "id": "c33788a4", + "metadata": {}, + "outputs": [], + "source": [ + "#Data collection\n", + "df = pd.read_csv(\"covid19_confirmed_global.csv\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 792, + "id": "ae56e727", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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statesregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
0FCTNorth Central48650000.30.00.90.40.60.90.60.20.79
1PlateauNorth Central47660000.40.50.40.80.30.30.50.30.93
2KwaraNorth Central35240000.30.40.30.20.40.20.60.70.93
3NassarawaNorth Central27830000.10.30.50.90.00.10.60.50.85
4NigerNorth Central62600000.60.00.60.30.70.10.80.80.84
5BenueNorth Central63760000.50.70.50.70.40.40.30.50.91
6KogiNorth Central49700000.10.30.20.50.50.40.30.60.87
7BauchiNorth East72700000.80.10.20.80.80.20.80.80.85
8GombeNorth East36920001.00.40.40.90.90.30.80.70.83
9BornoNorth East66510000.90.30.11.01.00.10.70.90.89
10AdamawaNorth East46720000.80.50.60.90.70.30.70.60.94
11YobeNorth East37230001.00.60.31.00.50.00.91.00.87
12TarabaNorth East33870000.80.60.80.90.50.00.70.90.86
13KanoNorth West147260000.60.20.10.30.40.80.80.50.87
14KadunaNorth West92270000.70.10.90.80.90.40.60.40.86
15KatsinaNorth West87130000.70.10.10.30.20.60.90.80.85
16JigawaNorth West64350000.90.40.00.70.60.50.90.80.92
17SokotoNorth West56120000.90.30.20.40.70.31.01.00.89
18KebbiNorth West49680000.80.20.30.40.90.10.90.90.85
19ZamfaraNorth West49740000.90.20.10.70.80.21.00.90.87
20ImoSouth East60180000.41.00.90.00.40.90.40.01.12
21AbiaSouth East41900000.20.90.60.10.30.90.20.01.14
22EnuguSouth East48010000.20.90.40.00.30.70.40.11.14
23Akwa IbomSouth East60930000.70.80.70.60.80.80.50.11.01
24AnambraSouth East60500000.60.91.00.60.21.00.00.11.08
25EdoSouth South47050000.10.90.80.10.10.50.40.31.09
26RiversSouth South77630000.40.50.90.60.60.90.10.11.00
27DeltaSouth South63030000.40.60.70.21.00.60.50.41.08
28EbonyiSouth South31920000.61.00.00.60.10.70.30.61.00
29BayelsaSouth South26060000.50.80.60.10.90.50.20.71.00
30Cross riverSouth South42720000.50.40.70.80.10.40.40.60.98
31LagosSouth West139920000.00.11.00.30.11.00.10.40.93
32OyoSouth West87370000.20.70.80.20.80.60.20.31.06
33OgunSouth West58780000.30.60.70.50.60.60.00.21.07
34OndoSouth West51850000.10.80.50.10.30.60.30.31.04
35OsunSouth West52520000.00.70.40.40.00.80.10.21.06
36EkitiSouth West35930000.30.80.30.50.20.80.10.41.03
\n", + "
" + ], + "text/plain": [ + " states region Population Overall CCVI Index Age \\\n", + "0 FCT North Central 4865000 0.3 0.0 \n", + "1 Plateau North Central 4766000 0.4 0.5 \n", + "2 Kwara North Central 3524000 0.3 0.4 \n", + "3 Nassarawa North Central 2783000 0.1 0.3 \n", + "4 Niger North Central 6260000 0.6 0.0 \n", + "5 Benue North Central 6376000 0.5 0.7 \n", + "6 Kogi North Central 4970000 0.1 0.3 \n", + "7 Bauchi North East 7270000 0.8 0.1 \n", + "8 Gombe North East 3692000 1.0 0.4 \n", + "9 Borno North East 6651000 0.9 0.3 \n", + "10 Adamawa North East 4672000 0.8 0.5 \n", + "11 Yobe North East 3723000 1.0 0.6 \n", + "12 Taraba North East 3387000 0.8 0.6 \n", + "13 Kano North West 14726000 0.6 0.2 \n", + "14 Kaduna North West 9227000 0.7 0.1 \n", + "15 Katsina North West 8713000 0.7 0.1 \n", + "16 Jigawa North West 6435000 0.9 0.4 \n", + "17 Sokoto North West 5612000 0.9 0.3 \n", + "18 Kebbi North West 4968000 0.8 0.2 \n", + "19 Zamfara North West 4974000 0.9 0.2 \n", + "20 Imo South East 6018000 0.4 1.0 \n", + "21 Abia South East 4190000 0.2 0.9 \n", + "22 Enugu South East 4801000 0.2 0.9 \n", + "23 Akwa Ibom South East 6093000 0.7 0.8 \n", + "24 Anambra South East 6050000 0.6 0.9 \n", + "25 Edo South South 4705000 0.1 0.9 \n", + "26 Rivers South South 7763000 0.4 0.5 \n", + "27 Delta South South 6303000 0.4 0.6 \n", + "28 Ebonyi South South 3192000 0.6 1.0 \n", + "29 Bayelsa South South 2606000 0.5 0.8 \n", + "30 Cross river South South 4272000 0.5 0.4 \n", + "31 Lagos South West 13992000 0.0 0.1 \n", + "32 Oyo South West 8737000 0.2 0.7 \n", + "33 Ogun South West 5878000 0.3 0.6 \n", + "34 Ondo South West 5185000 0.1 0.8 \n", + "35 Osun South West 5252000 0.0 0.7 \n", + "36 Ekiti South West 3593000 0.3 0.8 \n", + "\n", + " Epidemiological Fragility Health System Population Density \\\n", + "0 0.9 0.4 0.6 0.9 \n", + "1 0.4 0.8 0.3 0.3 \n", + "2 0.3 0.2 0.4 0.2 \n", + "3 0.5 0.9 0.0 0.1 \n", + "4 0.6 0.3 0.7 0.1 \n", + "5 0.5 0.7 0.4 0.4 \n", + "6 0.2 0.5 0.5 0.4 \n", + "7 0.2 0.8 0.8 0.2 \n", + "8 0.4 0.9 0.9 0.3 \n", + "9 0.1 1.0 1.0 0.1 \n", + "10 0.6 0.9 0.7 0.3 \n", + "11 0.3 1.0 0.5 0.0 \n", + "12 0.8 0.9 0.5 0.0 \n", + "13 0.1 0.3 0.4 0.8 \n", + "14 0.9 0.8 0.9 0.4 \n", + "15 0.1 0.3 0.2 0.6 \n", + "16 0.0 0.7 0.6 0.5 \n", + "17 0.2 0.4 0.7 0.3 \n", + "18 0.3 0.4 0.9 0.1 \n", + "19 0.1 0.7 0.8 0.2 \n", + "20 0.9 0.0 0.4 0.9 \n", + "21 0.6 0.1 0.3 0.9 \n", + "22 0.4 0.0 0.3 0.7 \n", + "23 0.7 0.6 0.8 0.8 \n", + "24 1.0 0.6 0.2 1.0 \n", + "25 0.8 0.1 0.1 0.5 \n", + "26 0.9 0.6 0.6 0.9 \n", + "27 0.7 0.2 1.0 0.6 \n", + "28 0.0 0.6 0.1 0.7 \n", + "29 0.6 0.1 0.9 0.5 \n", + "30 0.7 0.8 0.1 0.4 \n", + "31 1.0 0.3 0.1 1.0 \n", + "32 0.8 0.2 0.8 0.6 \n", + "33 0.7 0.5 0.6 0.6 \n", + "34 0.5 0.1 0.3 0.6 \n", + "35 0.4 0.4 0.0 0.8 \n", + "36 0.3 0.5 0.2 0.8 \n", + "\n", + " Socio-Economic Transport Availability Acute IHR \n", + "0 0.6 0.2 0.79 \n", + "1 0.5 0.3 0.93 \n", + "2 0.6 0.7 0.93 \n", + "3 0.6 0.5 0.85 \n", + "4 0.8 0.8 0.84 \n", + "5 0.3 0.5 0.91 \n", + "6 0.3 0.6 0.87 \n", + "7 0.8 0.8 0.85 \n", + "8 0.8 0.7 0.83 \n", + "9 0.7 0.9 0.89 \n", + "10 0.7 0.6 0.94 \n", + "11 0.9 1.0 0.87 \n", + "12 0.7 0.9 0.86 \n", + "13 0.8 0.5 0.87 \n", + "14 0.6 0.4 0.86 \n", + "15 0.9 0.8 0.85 \n", + "16 0.9 0.8 0.92 \n", + "17 1.0 1.0 0.89 \n", + "18 0.9 0.9 0.85 \n", + "19 1.0 0.9 0.87 \n", + "20 0.4 0.0 1.12 \n", + "21 0.2 0.0 1.14 \n", + "22 0.4 0.1 1.14 \n", + "23 0.5 0.1 1.01 \n", + "24 0.0 0.1 1.08 \n", + "25 0.4 0.3 1.09 \n", + "26 0.1 0.1 1.00 \n", + "27 0.5 0.4 1.08 \n", + "28 0.3 0.6 1.00 \n", + "29 0.2 0.7 1.00 \n", + "30 0.4 0.6 0.98 \n", + "31 0.1 0.4 0.93 \n", + "32 0.2 0.3 1.06 \n", + "33 0.0 0.2 1.07 \n", + "34 0.3 0.3 1.04 \n", + "35 0.1 0.2 1.06 \n", + "36 0.1 0.4 1.03 " + ] + }, + "execution_count": 809, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dffff" + ] + }, + { + "cell_type": "code", + "execution_count": 810, + "id": "dd20a8a7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 37 entries, 0 to 36\n", + "Data columns (total 12 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 states 37 non-null object \n", + " 1 region 37 non-null object \n", + " 2 Population 37 non-null int64 \n", + " 3 Overall CCVI Index 37 non-null float64\n", + " 4 Age 37 non-null float64\n", + " 5 Epidemiological 37 non-null float64\n", + " 6 Fragility 37 non-null float64\n", + " 7 Health System 37 non-null float64\n", + " 8 Population Density 37 non-null float64\n", + " 9 Socio-Economic 37 non-null float64\n", + " 10 Transport Availability 37 non-null float64\n", + " 11 Acute IHR 37 non-null float64\n", + "dtypes: float64(9), int64(1), object(2)\n", + "memory usage: 3.6+ KB\n" + ] + } + ], + "source": [ + "dffff.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 811, + "id": "8f9e37e7", + "metadata": {}, + "outputs": [], + "source": [ + "#Delete column with o value \n", + "dffff = dffff.loc[:, (dffff != 0).any(axis=0)]" + ] + }, + { + "cell_type": "code", + "execution_count": 812, + "id": "9a82cbc1", + "metadata": {}, + "outputs": [], + "source": [ + "dffff = dffff.dropna(axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 813, + "id": "e75e62f8", + "metadata": {}, + "outputs": [], + "source": [ + "dffff[['states', 'region']] = dffff[['states', 'region']].astype(\"string\")" + ] + }, + { + "cell_type": "code", + "execution_count": 866, + "id": "f9658ab0", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "dffff[['Age', 'Health System', 'Acute IHR', 'Overall CCVI Index']] = dffff[['Age', 'Health System', 'Acute IHR', 'Overall CCVI Index']].replace(',', '', regex=True).astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": 867, + "id": "0ddafc10", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 37 entries, 0 to 36\n", + "Data columns (total 12 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 states 37 non-null string \n", + " 1 region 37 non-null string \n", + " 2 Population 37 non-null int64 \n", + " 3 Overall CCVI Index 37 non-null int32 \n", + " 4 Age 37 non-null int32 \n", + " 5 Epidemiological 37 non-null float64\n", + " 6 Fragility 37 non-null float64\n", + " 7 Health System 37 non-null int32 \n", + " 8 Population Density 37 non-null float64\n", + " 9 Socio-Economic 37 non-null float64\n", + " 10 Transport Availability 37 non-null float64\n", + " 11 Acute IHR 37 non-null int32 \n", + "dtypes: float64(5), int32(4), int64(1), string(2)\n", + "memory usage: 3.0 KB\n" + ] + } + ], + "source": [ + "dffff.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 864, + "id": "9f2326ca", + "metadata": {}, + "outputs": [], + "source": [ + "dfdf = pd.read_csv(\"covidnig.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 865, + "id": "fc0e883b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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States AffectedNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26,7082,43524,037236
1FCT9,6272,8406,69493
2Kaduna4,5045793,87748
3Plateau4,2622803,94834
4Oyo3,7883683,37446
5Rivers3,2792322,98760
6Edo2,768522,603113
7Ogun2,3821742,17533
8Kano2,0321981,77856
9Delta1,843571,73749
10Ondo1,793621,69041
11Katsina1,4052141,16724
12Enugu1,376341,32121
13Kwara1,2961711,09431
14Gombe1,16418395031
15Ebonyi1,091241,03730
16Abia9802594510
17Osun9792093722
18Bauchi89710877514
19Borno7783770536
20Imo7346166112
21Nasarawa60026232513
22Benue5154446011
23Bayelsa4975542121
24Ekiti405243756
25Akwa Ibom395443429
26Jigawa3865731811
27Niger3816930012
28Adamawa3559623821
29Anambra299627419
30Sokoto2284017117
31Taraba203191777
32Yobe164331238
33Kebbi14351308
34Cross River9318111
35Zamfara791735
36Kogi5032
\n", + "
" + ], + "text/plain": [ + " States Affected No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26,708 2,435 \n", + "1 FCT 9,627 2,840 \n", + "2 Kaduna 4,504 579 \n", + "3 Plateau 4,262 280 \n", + "4 Oyo 3,788 368 \n", + "5 Rivers 3,279 232 \n", + "6 Edo 2,768 52 \n", + "7 Ogun 2,382 174 \n", + "8 Kano 2,032 198 \n", + "9 Delta 1,843 57 \n", + "10 Ondo 1,793 62 \n", + "11 Katsina 1,405 214 \n", + "12 Enugu 1,376 34 \n", + "13 Kwara 1,296 171 \n", + "14 Gombe 1,164 183 \n", + "15 Ebonyi 1,091 24 \n", + "16 Abia 980 25 \n", + "17 Osun 979 20 \n", + "18 Bauchi 897 108 \n", + "19 Borno 778 37 \n", + "20 Imo 734 61 \n", + "21 Nasarawa 600 262 \n", + "22 Benue 515 44 \n", + "23 Bayelsa 497 55 \n", + "24 Ekiti 405 24 \n", + "25 Akwa Ibom 395 44 \n", + "26 Jigawa 386 57 \n", + "27 Niger 381 69 \n", + "28 Adamawa 355 96 \n", + "29 Anambra 299 6 \n", + "30 Sokoto 228 40 \n", + "31 Taraba 203 19 \n", + "32 Yobe 164 33 \n", + "33 Kebbi 143 5 \n", + "34 Cross River 93 1 \n", + "35 Zamfara 79 1 \n", + "36 Kogi 5 0 \n", + "\n", + " No. Discharged No. of Deaths \n", + "0 24,037 236 \n", + "1 6,694 93 \n", + "2 3,877 48 \n", + "3 3,948 34 \n", + "4 3,374 46 \n", + "5 2,987 60 \n", + "6 2,603 113 \n", + "7 2,175 33 \n", + "8 1,778 56 \n", + "9 1,737 49 \n", + "10 1,690 41 \n", + "11 1,167 24 \n", + "12 1,321 21 \n", + "13 1,094 31 \n", + "14 950 31 \n", + "15 1,037 30 \n", + "16 945 10 \n", + "17 937 22 \n", + "18 775 14 \n", + "19 705 36 \n", + "20 661 12 \n", + "21 325 13 \n", + "22 460 11 \n", + "23 421 21 \n", + "24 375 6 \n", + "25 342 9 \n", + "26 318 11 \n", + "27 300 12 \n", + "28 238 21 \n", + "29 274 19 \n", + "30 171 17 \n", + "31 177 7 \n", + "32 123 8 \n", + "33 130 8 \n", + "34 81 11 \n", + "35 73 5 \n", + "36 3 2 " + ] + }, + "execution_count": 865, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfdf" + ] + }, + { + "cell_type": "code", + "execution_count": 817, + "id": "c5ab5fe2", + "metadata": {}, + "outputs": [], + "source": [ + "#Delete column with o value \n", + "dfdf = dfdf.loc[:, (dfdf != 0).any(axis=0)]" + ] + }, + { + "cell_type": "code", + "execution_count": 818, + "id": "17d12c49", + "metadata": {}, + "outputs": [], + "source": [ + "#drop null value: NA\n", + "dfdf = dfdf.dropna(axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 819, + "id": "aa5c0ca8", + "metadata": {}, + "outputs": [], + "source": [ + "#convert to string\n", + "dfdf[['States Affected']] = dfdf[['States Affected']].astype(\"string\")" + ] + }, + { + "cell_type": "code", + "execution_count": 838, + "id": "06507d68", + "metadata": {}, + "outputs": [], + "source": [ + "dfdf[['No. of Cases (Lab Confirmed)', 'No. of Cases (on admission)', 'No. Discharged']] = dfdf[['No. of Cases (Lab Confirmed)', 'No. of Cases (on admission)', 'No. Discharged']].replace(',', '', regex=True).astype(int)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 839, + "id": "a89881e3", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 37 entries, 0 to 36\n", + "Data columns (total 5 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 States Affected 37 non-null string\n", + " 1 No. of Cases (Lab Confirmed) 37 non-null int32 \n", + " 2 No. of Cases (on admission) 37 non-null int32 \n", + " 3 No. Discharged 37 non-null int32 \n", + " 4 No. of Deaths 37 non-null int64 \n", + "dtypes: int32(3), int64(1), string(1)\n", + "memory usage: 1.1 KB\n" + ] + } + ], + "source": [ + "dfdf.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 760, + "id": "a97037a8", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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States AffectedNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26,7082,43524,037236
1FCT9,6272,8406,69493
2Kaduna4,5045793,87748
3Plateau4,2622803,94834
4Oyo3,7883683,37446
5Rivers3,2792322,98760
6Edo2,768522,603113
7Ogun2,3821742,17533
8Kano2,0321981,77856
9Delta1,843571,73749
10Ondo1,793621,69041
11Katsina1,4052141,16724
12Enugu1,376341,32121
13Kwara1,2961711,09431
14Gombe1,16418395031
15Ebonyi1,091241,03730
16Abia9802594510
17Osun9792093722
18Bauchi89710877514
19Borno7783770536
20Imo7346166112
21Nasarawa60026232513
22Benue5154446011
23Bayelsa4975542121
24Ekiti405243756
25Akwa Ibom395443429
26Jigawa3865731811
27Niger3816930012
28Adamawa3559623821
29Anambra299627419
30Sokoto2284017117
31Taraba203191777
32Yobe164331238
33Kebbi14351308
34Cross River9318111
35Zamfara791735
36Kogi5032
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" + ], + "text/plain": [ + " States Affected No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26,708 2,435 \n", + "1 FCT 9,627 2,840 \n", + "2 Kaduna 4,504 579 \n", + "3 Plateau 4,262 280 \n", + "4 Oyo 3,788 368 \n", + "5 Rivers 3,279 232 \n", + "6 Edo 2,768 52 \n", + "7 Ogun 2,382 174 \n", + "8 Kano 2,032 198 \n", + "9 Delta 1,843 57 \n", + "10 Ondo 1,793 62 \n", + "11 Katsina 1,405 214 \n", + "12 Enugu 1,376 34 \n", + "13 Kwara 1,296 171 \n", + "14 Gombe 1,164 183 \n", + "15 Ebonyi 1,091 24 \n", + "16 Abia 980 25 \n", + "17 Osun 979 20 \n", + "18 Bauchi 897 108 \n", + "19 Borno 778 37 \n", + "20 Imo 734 61 \n", + "21 Nasarawa 600 262 \n", + "22 Benue 515 44 \n", + "23 Bayelsa 497 55 \n", + "24 Ekiti 405 24 \n", + "25 Akwa Ibom 395 44 \n", + "26 Jigawa 386 57 \n", + "27 Niger 381 69 \n", + "28 Adamawa 355 96 \n", + "29 Anambra 299 6 \n", + "30 Sokoto 228 40 \n", + "31 Taraba 203 19 \n", + "32 Yobe 164 33 \n", + "33 Kebbi 143 5 \n", + "34 Cross River 93 1 \n", + "35 Zamfara 79 1 \n", + "36 Kogi 5 0 \n", + "\n", + " No. Discharged No. of Deaths \n", + "0 24,037 236 \n", + "1 6,694 93 \n", + "2 3,877 48 \n", + "3 3,948 34 \n", + "4 3,374 46 \n", + "5 2,987 60 \n", + "6 2,603 113 \n", + "7 2,175 33 \n", + "8 1,778 56 \n", + "9 1,737 49 \n", + "10 1,690 41 \n", + "11 1,167 24 \n", + "12 1,321 21 \n", + "13 1,094 31 \n", + "14 950 31 \n", + "15 1,037 30 \n", + "16 945 10 \n", + "17 937 22 \n", + "18 775 14 \n", + "19 705 36 \n", + "20 661 12 \n", + "21 325 13 \n", + "22 460 11 \n", + "23 421 21 \n", + "24 375 6 \n", + "25 342 9 \n", + "26 318 11 \n", + "27 300 12 \n", + "28 238 21 \n", + "29 274 19 \n", + "30 171 17 \n", + "31 177 7 \n", + "32 123 8 \n", + "33 130 8 \n", + "34 81 11 \n", + "35 73 5 \n", + "36 3 2 " + ] + }, + "execution_count": 760, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfdf" + ] + }, + { + "cell_type": "code", + "execution_count": 369, + "id": "7f82b3f9", + "metadata": {}, + "outputs": [], + "source": [ + "dfdff = pd.read_csv(\"Budget data.csv\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 370, + "id": "e2a627e4", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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statesInitial_budget (Bn)Revised_budget (Bn)
0Abia136.60102.70
1Adamawa183.30139.31
2Akwa-Ibom597.73366.00
3Anambra137.10112.80
4Bauchi167.20128.00
5Bayelsa242.18183.15
6Benue189.00119.00
7Borno146.80108.80
8Cross River1100.00147.10
9Delta395.50282.30
10Ebonyi178.40131.80
11Edo179.20128.80
12Ekiti124.5091.10
13Enugu169.56146.40
14Gombe130.83107.40
15Imo197.60108.30
16Jigawa152.92124.00
17Kaduna259.25223.60
18Kano200.00138.00
19Katsina244.00213.00
20Kebbi138.0099.60
21Kogi176.00102.00
22Kwara160.00120.00
23Lagos1680.00920.50
24Nasarawa108.4062.96
25Niger155.0098.00
26Ogun449.90280.00
27Ondo187.80151.40
28Osun119.6082.20
29Oyo213.00174.00
30Plateau177.30122.00
31Rivers530.80300.40
32Sokoto202.40153.00
33Taraba215.00150.50
34Yobe108.0086.00
35Zamfara188.50127.30
36FCT278.78199.00
\n", + "
" + ], + "text/plain": [ + " states Initial_budget (Bn) Revised_budget (Bn)\n", + "0 Abia 136.60 102.70\n", + "1 Adamawa 183.30 139.31\n", + "2 Akwa-Ibom 597.73 366.00\n", + "3 Anambra 137.10 112.80\n", + "4 Bauchi 167.20 128.00\n", + "5 Bayelsa 242.18 183.15\n", + "6 Benue 189.00 119.00\n", + "7 Borno 146.80 108.80\n", + "8 Cross River 1100.00 147.10\n", + "9 Delta 395.50 282.30\n", + "10 Ebonyi 178.40 131.80\n", + "11 Edo 179.20 128.80\n", + "12 Ekiti 124.50 91.10\n", + "13 Enugu 169.56 146.40\n", + "14 Gombe 130.83 107.40\n", + "15 Imo 197.60 108.30\n", + "16 Jigawa 152.92 124.00\n", + "17 Kaduna 259.25 223.60\n", + "18 Kano 200.00 138.00\n", + "19 Katsina 244.00 213.00\n", + "20 Kebbi 138.00 99.60\n", + "21 Kogi 176.00 102.00\n", + "22 Kwara 160.00 120.00\n", + "23 Lagos 1680.00 920.50\n", + "24 Nasarawa 108.40 62.96\n", + "25 Niger 155.00 98.00\n", + "26 Ogun 449.90 280.00\n", + "27 Ondo 187.80 151.40\n", + "28 Osun 119.60 82.20\n", + "29 Oyo 213.00 174.00\n", + "30 Plateau 177.30 122.00\n", + "31 Rivers 530.80 300.40\n", + "32 Sokoto 202.40 153.00\n", + "33 Taraba 215.00 150.50\n", + "34 Yobe 108.00 86.00\n", + "35 Zamfara 188.50 127.30\n", + "36 FCT 278.78 199.00" + ] + }, + "execution_count": 370, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfdff" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "id": "e8f55fa5", + "metadata": {}, + "outputs": [], + "source": [ + "dfdff[['states']] = dfdff[['states']].astype(\"string\")" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "id": "5bc901fc", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 37 entries, 0 to 36\n", + "Data columns (total 3 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 states 37 non-null string \n", + " 1 Initial_budget (Bn) 37 non-null float64\n", + " 2 Revised_budget (Bn) 37 non-null float64\n", + "dtypes: float64(2), string(1)\n", + "memory usage: 1016.0 bytes\n" + ] + } + ], + "source": [ + "dfdff.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 371, + "id": "bb208222", + "metadata": {}, + "outputs": [], + "source": [ + "dfdfff = pd.read_csv(\"RealGDP.csv\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "id": "18261d23", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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3Andorra000000000...47866478754787547875478754787547875478754789047890
4Angola000000000...105255105277105277105277105277105277105277105277105288105288
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1/22/201/23/201/24/201/25/201/26/201/27/201/28/201/29/201/30/201/31/20...2/28/233/1/233/2/233/3/233/4/233/5/233/6/233/7/233/8/233/9/23
count289.000000289.000000289.000000289.000000289.000000289.000000289.000000289.000000289.000000289.000000...2.890000e+022.890000e+022.890000e+022.890000e+022.890000e+022.890000e+022.890000e+022.890000e+022.890000e+022.890000e+02
mean1.9273362.2733563.2664364.9723187.33564010.13494819.30795821.34602128.50173034.349481...2.336755e+062.337519e+062.338173e+062.338805e+062.338992e+062.339187e+062.339387e+062.339839e+062.340460e+062.341073e+06
std26.17366426.27019132.70727145.52387163.62319785.724481210.329649211.628535291.630499345.759248...8.506608e+068.511285e+068.514488e+068.518031e+068.518408e+068.518645e+068.519346e+068.521641e+068.524968e+068.527765e+06
min0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...0.000000e+000.000000e+000.000000e+000.000000e+000.000000e+000.000000e+000.000000e+000.000000e+000.000000e+000.000000e+00
25%0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...1.456700e+041.456700e+041.456700e+041.456700e+041.456700e+041.456700e+041.456700e+041.456700e+041.456700e+041.456700e+04
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5 rows × 1144 columns

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1/22/201/23/201/24/201/25/201/26/201/27/201/28/201/29/201/30/201/31/20...2/28/233/1/233/2/233/3/233/4/233/5/233/6/233/7/233/8/233/9/23
Country/Region
Afghanistan0000000000...209322209340209358209362209369209390209406209436209451209451
Albania0000000000...334391334408334408334427334427334427334427334427334443334457
Algeria0000000000...271441271448271463271469271469271477271477271490271494271496
Andorra0000000000...47866478754787547875478754787547875478754789047890
Angola0000000000...105255105277105277105277105277105277105277105277105288105288
..................................................................
West Bank and Gaza0000000000...703228703228703228703228703228703228703228703228703228703228
Winter Olympics 20220000000000...535535535535535535535535535535
Yemen0000000000...11945119451194511945119451194511945119451194511945
Zambia0000000000...343012343012343079343079343079343135343135343135343135343135
Zimbabwe0000000000...263921264127264127264127264127264127264127264127264276264276
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201 rows × 1143 columns

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1/22/201/23/201/24/201/25/201/26/201/27/201/28/201/29/201/30/201/31/20...2/28/233/1/233/2/233/3/233/4/233/5/233/6/233/7/233/8/233/9/23
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Andorra0000000000...0000000000
Angola0000000000...0000000000
..................................................................
West Bank and Gaza0000000000...0000000000
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Yemen0000000000...0000000000
Zambia0000000000...0000000000
Zimbabwe0000000000...0000000000
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201 rows × 1143 columns

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" + ], + "text/plain": [ + " 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 1/27/20 \\\n", + "Country/Region \n", + "Afghanistan 0 0 0 0 0 0 \n", + "Albania 0 0 0 0 0 0 \n", + "Algeria 0 0 0 0 0 0 \n", + "Andorra 0 0 0 0 0 0 \n", + "Angola 0 0 0 0 0 0 \n", + "... ... ... ... ... ... ... \n", + "West Bank and Gaza 0 0 0 0 0 0 \n", + "Winter Olympics 2022 0 0 0 0 0 0 \n", + "Yemen 0 0 0 0 0 0 \n", + "Zambia 0 0 0 0 0 0 \n", + "Zimbabwe 0 0 0 0 0 0 \n", + "\n", + " 1/28/20 1/29/20 1/30/20 1/31/20 ... 2/28/23 \\\n", + "Country/Region ... \n", + "Afghanistan 0 0 0 0 ... 0 \n", + "Albania 0 0 0 0 ... 0 \n", + "Algeria 0 0 0 0 ... 0 \n", + "Andorra 0 0 0 0 ... 0 \n", + "Angola 0 0 0 0 ... 0 \n", + "... ... ... ... ... ... ... \n", + "West Bank and Gaza 0 0 0 0 ... 0 \n", + "Winter Olympics 2022 0 0 0 0 ... 0 \n", + "Yemen 0 0 0 0 ... 0 \n", + "Zambia 0 0 0 0 ... 0 \n", + "Zimbabwe 0 0 0 0 ... 0 \n", + "\n", + " 3/1/23 3/2/23 3/3/23 3/4/23 3/5/23 3/6/23 3/7/23 \\\n", + "Country/Region \n", + "Afghanistan 0 0 0 0 0 0 0 \n", + "Albania 0 0 0 0 0 0 0 \n", + "Algeria 0 0 0 0 0 0 0 \n", + "Andorra 0 0 0 0 0 0 0 \n", + "Angola 0 0 0 0 0 0 0 \n", + "... ... ... ... ... ... ... ... \n", + "West Bank and Gaza 0 0 0 0 0 0 0 \n", + "Winter Olympics 2022 0 0 0 0 0 0 0 \n", + "Yemen 0 0 0 0 0 0 0 \n", + "Zambia 0 0 0 0 0 0 0 \n", + "Zimbabwe 0 0 0 0 0 0 0 \n", + "\n", + " 3/8/23 3/9/23 \n", + "Country/Region \n", + "Afghanistan 0 0 \n", + "Albania 0 0 \n", + "Algeria 0 0 \n", + "Andorra 0 0 \n", + "Angola 0 0 \n", + "... ... ... \n", + "West Bank and Gaza 0 0 \n", + "Winter Olympics 2022 0 0 \n", + "Yemen 0 0 \n", + "Zambia 0 0 \n", + "Zimbabwe 0 0 \n", + "\n", + "[201 rows x 1143 columns]" + ] + }, + "execution_count": 408, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# print the first entries in all the groups formed.\n", + "RecCase.first()" + ] + }, + { + "cell_type": "code", + "execution_count": 409, + "id": "3df06d1c", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " Country/Region 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 1/27/20 \\\n", + "191 Nigeria 0 0 0 0 0 0 \n", + "\n", + " 1/28/20 1/29/20 1/30/20 ... 2/28/23 3/1/23 3/2/23 3/3/23 3/4/23 \\\n", + "191 0 0 0 ... 0 0 0 0 0 \n", + "\n", + " 3/5/23 3/6/23 3/7/23 3/8/23 3/9/23 \n", + "191 0 0 0 0 0 \n", + "\n", + "[1 rows x 1144 columns]" + ] + }, + "execution_count": 409, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Finding the values contained in the \"Nigeria\" group\n", + "RecCase.get_group('Nigeria')" + ] + }, + { + "cell_type": "code", + "execution_count": 414, + "id": "e7798490", + "metadata": {}, + "outputs": [], + "source": [ + "dfRecCase = RecCase.get_group('Nigeria')" + ] + }, + { + "cell_type": "markdown", + "id": "cf54b04a", + "metadata": {}, + "source": [ + "# National Covid19 Recovered cases" + ] + }, + { + "cell_type": "code", + "execution_count": 415, + "id": "a226f850", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " Country/Region 3/18/20 3/19/20 3/20/20 3/21/20 3/22/20 3/23/20 \\\n", + "191 Nigeria 1 1 1 1 2 2 \n", + "\n", + " 3/24/20 3/25/20 3/26/20 ... 7/26/21 7/27/21 7/28/21 7/29/21 \\\n", + "191 2 2 2 ... 164798 164837 164886 164930 \n", + "\n", + " 7/30/21 7/31/21 8/1/21 8/2/21 8/3/21 8/4/21 \n", + "191 164978 164994 165005 165037 165122 165208 \n", + "\n", + "[1 rows x 506 columns]" + ] + }, + "execution_count": 417, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfRecCase" + ] + }, + { + "cell_type": "code", + "execution_count": 418, + "id": "b08410cf", + "metadata": {}, + "outputs": [], + "source": [ + "dfRecCase_transposed = dfRecCase.transpose()" + ] + }, + { + "cell_type": "code", + "execution_count": 419, + "id": "1cfc17c5", + "metadata": {}, + "outputs": [], + "source": [ + "dfRecCase_transposed.index.name = 'Date'" + ] + }, + { + "cell_type": "code", + "execution_count": 420, + "id": "80a0b668", + "metadata": {}, + "outputs": [], + "source": [ + "dfRecCase_transposed = dfRecCase_transposed.drop(index=dfRecCase_transposed.index[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 421, + "id": "01b5bc02", + "metadata": {}, + "outputs": [], + "source": [ + "dfRecCase_transposed.columns = ['Cases']" + ] + }, + { + "cell_type": "markdown", + "id": "63ea1b67", + "metadata": {}, + "source": [ + "# Daily NAtional Recovered Covid19 cases" + ] + }, + { + "cell_type": "code", + "execution_count": 423, + "id": "86d8ab9c", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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Cases
Date
3/18/201
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......
7/31/21164994
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505 rows × 1 columns

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" + ], + "text/plain": [ + " Cases\n", + "Date \n", + "3/18/20 1\n", + "3/19/20 1\n", + "3/20/20 1\n", + "3/21/20 1\n", + "3/22/20 2\n", + "... ...\n", + "7/31/21 164994\n", + "8/1/21 165005\n", + "8/2/21 165037\n", + "8/3/21 165122\n", + "8/4/21 165208\n", + "\n", + "[505 rows x 1 columns]" + ] + }, + "execution_count": 423, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfRecCase_transposed" + ] + }, + { + "cell_type": "markdown", + "id": "a47f2420", + "metadata": {}, + "source": [ + "# Deaths Cases" + ] + }, + { + "cell_type": "code", + "execution_count": 424, + "id": "816beb3e", + "metadata": {}, + "outputs": [], + "source": [ + "# applying groupby() function to\n", + "# group the data on 'Country/Region value.\n", + "DeathCase = dfff.groupby('Country/Region')" + ] + }, + { + "cell_type": "markdown", + "id": "c4ded2a4", + "metadata": {}, + "source": [ + "# World Covid19 Death cases" + ] + }, + { + "cell_type": "code", + "execution_count": 425, + "id": "ef1de005", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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1/22/201/23/201/24/201/25/201/26/201/27/201/28/201/29/201/30/201/31/20...2/28/233/1/233/2/233/3/233/4/233/5/233/6/233/7/233/8/233/9/23
Country/Region
Afghanistan0000000000...7896789678967896789678967896789678967896
Albania0000000000...3598359835983598359835983598359835983598
Algeria0000000000...6881688168816881688168816881688168816881
Andorra0000000000...165165165165165165165165165165
Angola0000000000...1933193319331933193319331933193319331933
..................................................................
West Bank and Gaza0000000000...5708570857085708570857085708570857085708
Winter Olympics 20220000000000...0000000000
Yemen0000000000...2159215921592159215921592159215921592159
Zambia0000000000...4057405740574057405740574057405740574057
Zimbabwe0000000000...5663566856685668566856685668566856715671
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201 rows × 1143 columns

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" + ], + "text/plain": [ + " 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 1/27/20 \\\n", + "Country/Region \n", + "Afghanistan 0 0 0 0 0 0 \n", + "Albania 0 0 0 0 0 0 \n", + "Algeria 0 0 0 0 0 0 \n", + "Andorra 0 0 0 0 0 0 \n", + "Angola 0 0 0 0 0 0 \n", + "... ... ... ... ... ... ... \n", + "West Bank and Gaza 0 0 0 0 0 0 \n", + "Winter Olympics 2022 0 0 0 0 0 0 \n", + "Yemen 0 0 0 0 0 0 \n", + "Zambia 0 0 0 0 0 0 \n", + "Zimbabwe 0 0 0 0 0 0 \n", + "\n", + " 1/28/20 1/29/20 1/30/20 1/31/20 ... 2/28/23 \\\n", + "Country/Region ... \n", + "Afghanistan 0 0 0 0 ... 7896 \n", + "Albania 0 0 0 0 ... 3598 \n", + "Algeria 0 0 0 0 ... 6881 \n", + "Andorra 0 0 0 0 ... 165 \n", + "Angola 0 0 0 0 ... 1933 \n", + "... ... ... ... ... ... ... \n", + "West Bank and Gaza 0 0 0 0 ... 5708 \n", + "Winter Olympics 2022 0 0 0 0 ... 0 \n", + "Yemen 0 0 0 0 ... 2159 \n", + "Zambia 0 0 0 0 ... 4057 \n", + "Zimbabwe 0 0 0 0 ... 5663 \n", + "\n", + " 3/1/23 3/2/23 3/3/23 3/4/23 3/5/23 3/6/23 3/7/23 \\\n", + "Country/Region \n", + "Afghanistan 7896 7896 7896 7896 7896 7896 7896 \n", + "Albania 3598 3598 3598 3598 3598 3598 3598 \n", + "Algeria 6881 6881 6881 6881 6881 6881 6881 \n", + "Andorra 165 165 165 165 165 165 165 \n", + "Angola 1933 1933 1933 1933 1933 1933 1933 \n", + "... ... ... ... ... ... ... ... \n", + "West Bank and Gaza 5708 5708 5708 5708 5708 5708 5708 \n", + "Winter Olympics 2022 0 0 0 0 0 0 0 \n", + "Yemen 2159 2159 2159 2159 2159 2159 2159 \n", + "Zambia 4057 4057 4057 4057 4057 4057 4057 \n", + "Zimbabwe 5668 5668 5668 5668 5668 5668 5668 \n", + "\n", + " 3/8/23 3/9/23 \n", + "Country/Region \n", + "Afghanistan 7896 7896 \n", + "Albania 3598 3598 \n", + "Algeria 6881 6881 \n", + "Andorra 165 165 \n", + "Angola 1933 1933 \n", + "... ... ... \n", + "West Bank and Gaza 5708 5708 \n", + "Winter Olympics 2022 0 0 \n", + "Yemen 2159 2159 \n", + "Zambia 4057 4057 \n", + "Zimbabwe 5671 5671 \n", + "\n", + "[201 rows x 1143 columns]" + ] + }, + "execution_count": 425, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# print the first entries in all the groups formed.\n", + "DeathCase.first()" + ] + }, + { + "cell_type": "code", + "execution_count": 426, + "id": "b767b40a", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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Country/Region1/22/201/23/201/24/201/25/201/26/201/27/201/28/201/29/201/30/20...2/28/233/1/233/2/233/3/233/4/233/5/233/6/233/7/233/8/233/9/23
206Nigeria000000000...3155315531553155315531553155315531553155
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1 rows × 1144 columns

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" + ], + "text/plain": [ + " Country/Region 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 1/27/20 \\\n", + "206 Nigeria 0 0 0 0 0 0 \n", + "\n", + " 1/28/20 1/29/20 1/30/20 ... 2/28/23 3/1/23 3/2/23 3/3/23 3/4/23 \\\n", + "206 0 0 0 ... 3155 3155 3155 3155 3155 \n", + "\n", + " 3/5/23 3/6/23 3/7/23 3/8/23 3/9/23 \n", + "206 3155 3155 3155 3155 3155 \n", + "\n", + "[1 rows x 1144 columns]" + ] + }, + "execution_count": 426, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Finding the values contained in the \"Nigeria\" group\n", + "DeathCase.get_group('Nigeria')" + ] + }, + { + "cell_type": "code", + "execution_count": 427, + "id": "68f17d5f", + "metadata": {}, + "outputs": [], + "source": [ + "dfDeathCase = DeathCase.get_group('Nigeria')" + ] + }, + { + "cell_type": "markdown", + "id": "54581ad2", + "metadata": {}, + "source": [ + "# NAtional Covid19 Death cases" + ] + }, + { + "cell_type": "code", + "execution_count": 428, + "id": "34e74f65", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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1 rows × 1083 columns

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" + ], + "text/plain": [ + " Country/Region 3/23/20 3/24/20 3/25/20 3/26/20 3/27/20 3/28/20 \\\n", + "206 Nigeria 1 1 1 1 1 1 \n", + "\n", + " 3/29/20 3/30/20 3/31/20 ... 2/28/23 3/1/23 3/2/23 3/3/23 3/4/23 \\\n", + "206 1 2 2 ... 3155 3155 3155 3155 3155 \n", + "\n", + " 3/5/23 3/6/23 3/7/23 3/8/23 3/9/23 \n", + "206 3155 3155 3155 3155 3155 \n", + "\n", + "[1 rows x 1083 columns]" + ] + }, + "execution_count": 430, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfDeathCase" + ] + }, + { + "cell_type": "code", + "execution_count": 431, + "id": "e6a6c58a", + "metadata": {}, + "outputs": [], + "source": [ + "dfDeathCase_transposed = dfDeathCase.transpose()" + ] + }, + { + "cell_type": "code", + "execution_count": 432, + "id": "5d222135", + "metadata": {}, + "outputs": [], + "source": [ + "dfDeathCase_transposed.index.name = 'Date'" + ] + }, + { + "cell_type": "code", + "execution_count": 433, + "id": "a36a1a44", + "metadata": {}, + "outputs": [], + "source": [ + "dfDeathCase_transposed = dfDeathCase_transposed.drop(index=dfDeathCase_transposed.index[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 434, + "id": "d07b9e03", + "metadata": {}, + "outputs": [], + "source": [ + "dfDeathCase_transposed.columns = ['Cases']" + ] + }, + { + "cell_type": "markdown", + "id": "b0c5d852", + "metadata": {}, + "source": [ + "# Daily National Covid19 cases" + ] + }, + { + "cell_type": "code", + "execution_count": 435, + "id": "f8601c2b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Cases
Date
3/23/201
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......
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1082 rows × 1 columns

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" + ], + "text/plain": [ + " Cases\n", + "Date \n", + "3/23/20 1\n", + "3/24/20 1\n", + "3/25/20 1\n", + "3/26/20 1\n", + "3/27/20 1\n", + "... ...\n", + "3/5/23 3155\n", + "3/6/23 3155\n", + "3/7/23 3155\n", + "3/8/23 3155\n", + "3/9/23 3155\n", + "\n", + "[1082 rows x 1 columns]" + ] + }, + "execution_count": 435, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfDeathCase_transposed" + ] + }, + { + "cell_type": "markdown", + "id": "6df197cf", + "metadata": {}, + "source": [ + "# External" + ] + }, + { + "cell_type": "code", + "execution_count": 436, + "id": "e674c155", + "metadata": {}, + "outputs": [], + "source": [ + "# applying groupby() function to\n", + "# group the data on states value.\n", + "Covid_ext = dffff.groupby('states')" + ] + }, + { + "cell_type": "code", + "execution_count": 437, + "id": "d38220b0", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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regionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
states
AbiaSouth East41900000.20.90.60.10.30.90.20.01.14
AdamawaNorth East46720000.80.50.60.90.70.30.70.60.94
Akwa IbomSouth East60930000.70.80.70.60.80.80.50.11.01
AnambraSouth East60500000.60.91.00.60.21.00.00.11.08
BauchiNorth East72700000.80.10.20.80.80.20.80.80.85
BayelsaSouth South26060000.50.80.60.10.90.50.20.71.00
BenueNorth Central63760000.50.70.50.70.40.40.30.50.91
BornoNorth East66510000.90.30.11.01.00.10.70.90.89
Cross riverSouth South42720000.50.40.70.80.10.40.40.60.98
DeltaSouth South63030000.40.60.70.21.00.60.50.41.08
EbonyiSouth South31920000.61.00.00.60.10.70.30.61.00
EdoSouth South47050000.10.90.80.10.10.50.40.31.09
EkitiSouth West35930000.30.80.30.50.20.80.10.41.03
EnuguSouth East48010000.20.90.40.00.30.70.40.11.14
FCTNorth Central48650000.30.00.90.40.60.90.60.20.79
GombeNorth East36920001.00.40.40.90.90.30.80.70.83
ImoSouth East60180000.41.00.90.00.40.90.40.01.12
JigawaNorth West64350000.90.40.00.70.60.50.90.80.92
KadunaNorth West92270000.70.10.90.80.90.40.60.40.86
KanoNorth West147260000.60.20.10.30.40.80.80.50.87
KatsinaNorth West87130000.70.10.10.30.20.60.90.80.85
KebbiNorth West49680000.80.20.30.40.90.10.90.90.85
KogiNorth Central49700000.10.30.20.50.50.40.30.60.87
KwaraNorth Central35240000.30.40.30.20.40.20.60.70.93
LagosSouth West139920000.00.11.00.30.11.00.10.40.93
NassarawaNorth Central27830000.10.30.50.90.00.10.60.50.85
NigerNorth Central62600000.60.00.60.30.70.10.80.80.84
OgunSouth West58780000.30.60.70.50.60.60.00.21.07
OndoSouth West51850000.10.80.50.10.30.60.30.31.04
OsunSouth West52520000.00.70.40.40.00.80.10.21.06
OyoSouth West87370000.20.70.80.20.80.60.20.31.06
PlateauNorth Central47660000.40.50.40.80.30.30.50.30.93
RiversSouth South77630000.40.50.90.60.60.90.10.11.00
SokotoNorth West56120000.90.30.20.40.70.31.01.00.89
TarabaNorth East33870000.80.60.80.90.50.00.70.90.86
YobeNorth East37230001.00.60.31.00.50.00.91.00.87
ZamfaraNorth West49740000.90.20.10.70.80.21.00.90.87
\n", + "
" + ], + "text/plain": [ + " region Population Overall CCVI Index Age \\\n", + "states \n", + "Abia South East 4190000 0.2 0.9 \n", + "Adamawa North East 4672000 0.8 0.5 \n", + "Akwa Ibom South East 6093000 0.7 0.8 \n", + "Anambra South East 6050000 0.6 0.9 \n", + "Bauchi North East 7270000 0.8 0.1 \n", + "Bayelsa South South 2606000 0.5 0.8 \n", + "Benue North Central 6376000 0.5 0.7 \n", + "Borno North East 6651000 0.9 0.3 \n", + "Cross river South South 4272000 0.5 0.4 \n", + "Delta South South 6303000 0.4 0.6 \n", + "Ebonyi South South 3192000 0.6 1.0 \n", + "Edo South South 4705000 0.1 0.9 \n", + "Ekiti South West 3593000 0.3 0.8 \n", + "Enugu South East 4801000 0.2 0.9 \n", + "FCT North Central 4865000 0.3 0.0 \n", + "Gombe North East 3692000 1.0 0.4 \n", + "Imo South East 6018000 0.4 1.0 \n", + "Jigawa North West 6435000 0.9 0.4 \n", + "Kaduna North West 9227000 0.7 0.1 \n", + "Kano North West 14726000 0.6 0.2 \n", + "Katsina North West 8713000 0.7 0.1 \n", + "Kebbi North West 4968000 0.8 0.2 \n", + "Kogi North Central 4970000 0.1 0.3 \n", + "Kwara North Central 3524000 0.3 0.4 \n", + "Lagos South West 13992000 0.0 0.1 \n", + "Nassarawa North Central 2783000 0.1 0.3 \n", + "Niger North Central 6260000 0.6 0.0 \n", + "Ogun South West 5878000 0.3 0.6 \n", + "Ondo South West 5185000 0.1 0.8 \n", + "Osun South West 5252000 0.0 0.7 \n", + "Oyo South West 8737000 0.2 0.7 \n", + "Plateau North Central 4766000 0.4 0.5 \n", + "Rivers South South 7763000 0.4 0.5 \n", + "Sokoto North West 5612000 0.9 0.3 \n", + "Taraba North East 3387000 0.8 0.6 \n", + "Yobe North East 3723000 1.0 0.6 \n", + "Zamfara North West 4974000 0.9 0.2 \n", + "\n", + " Epidemiological Fragility Health System Population Density \\\n", + "states \n", + "Abia 0.6 0.1 0.3 0.9 \n", + "Adamawa 0.6 0.9 0.7 0.3 \n", + "Akwa Ibom 0.7 0.6 0.8 0.8 \n", + "Anambra 1.0 0.6 0.2 1.0 \n", + "Bauchi 0.2 0.8 0.8 0.2 \n", + "Bayelsa 0.6 0.1 0.9 0.5 \n", + "Benue 0.5 0.7 0.4 0.4 \n", + "Borno 0.1 1.0 1.0 0.1 \n", + "Cross river 0.7 0.8 0.1 0.4 \n", + "Delta 0.7 0.2 1.0 0.6 \n", + "Ebonyi 0.0 0.6 0.1 0.7 \n", + "Edo 0.8 0.1 0.1 0.5 \n", + "Ekiti 0.3 0.5 0.2 0.8 \n", + "Enugu 0.4 0.0 0.3 0.7 \n", + "FCT 0.9 0.4 0.6 0.9 \n", + "Gombe 0.4 0.9 0.9 0.3 \n", + "Imo 0.9 0.0 0.4 0.9 \n", + "Jigawa 0.0 0.7 0.6 0.5 \n", + "Kaduna 0.9 0.8 0.9 0.4 \n", + "Kano 0.1 0.3 0.4 0.8 \n", + "Katsina 0.1 0.3 0.2 0.6 \n", + "Kebbi 0.3 0.4 0.9 0.1 \n", + "Kogi 0.2 0.5 0.5 0.4 \n", + "Kwara 0.3 0.2 0.4 0.2 \n", + "Lagos 1.0 0.3 0.1 1.0 \n", + "Nassarawa 0.5 0.9 0.0 0.1 \n", + "Niger 0.6 0.3 0.7 0.1 \n", + "Ogun 0.7 0.5 0.6 0.6 \n", + "Ondo 0.5 0.1 0.3 0.6 \n", + "Osun 0.4 0.4 0.0 0.8 \n", + "Oyo 0.8 0.2 0.8 0.6 \n", + "Plateau 0.4 0.8 0.3 0.3 \n", + "Rivers 0.9 0.6 0.6 0.9 \n", + "Sokoto 0.2 0.4 0.7 0.3 \n", + "Taraba 0.8 0.9 0.5 0.0 \n", + "Yobe 0.3 1.0 0.5 0.0 \n", + "Zamfara 0.1 0.7 0.8 0.2 \n", + "\n", + " Socio-Economic Transport Availability Acute IHR \n", + "states \n", + "Abia 0.2 0.0 1.14 \n", + "Adamawa 0.7 0.6 0.94 \n", + "Akwa Ibom 0.5 0.1 1.01 \n", + "Anambra 0.0 0.1 1.08 \n", + "Bauchi 0.8 0.8 0.85 \n", + "Bayelsa 0.2 0.7 1.00 \n", + "Benue 0.3 0.5 0.91 \n", + "Borno 0.7 0.9 0.89 \n", + "Cross river 0.4 0.6 0.98 \n", + "Delta 0.5 0.4 1.08 \n", + "Ebonyi 0.3 0.6 1.00 \n", + "Edo 0.4 0.3 1.09 \n", + "Ekiti 0.1 0.4 1.03 \n", + "Enugu 0.4 0.1 1.14 \n", + "FCT 0.6 0.2 0.79 \n", + "Gombe 0.8 0.7 0.83 \n", + "Imo 0.4 0.0 1.12 \n", + "Jigawa 0.9 0.8 0.92 \n", + "Kaduna 0.6 0.4 0.86 \n", + "Kano 0.8 0.5 0.87 \n", + "Katsina 0.9 0.8 0.85 \n", + "Kebbi 0.9 0.9 0.85 \n", + "Kogi 0.3 0.6 0.87 \n", + "Kwara 0.6 0.7 0.93 \n", + "Lagos 0.1 0.4 0.93 \n", + "Nassarawa 0.6 0.5 0.85 \n", + "Niger 0.8 0.8 0.84 \n", + "Ogun 0.0 0.2 1.07 \n", + "Ondo 0.3 0.3 1.04 \n", + "Osun 0.1 0.2 1.06 \n", + "Oyo 0.2 0.3 1.06 \n", + "Plateau 0.5 0.3 0.93 \n", + "Rivers 0.1 0.1 1.00 \n", + "Sokoto 1.0 1.0 0.89 \n", + "Taraba 0.7 0.9 0.86 \n", + "Yobe 0.9 1.0 0.87 \n", + "Zamfara 1.0 0.9 0.87 " + ] + }, + "execution_count": 437, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# print the first entries in all the groups formed.\n", + "Covid_ext.first()" + ] + }, + { + "cell_type": "markdown", + "id": "2a4926dc", + "metadata": {}, + "source": [ + "# Budget" + ] + }, + { + "cell_type": "code", + "execution_count": 438, + "id": "830cf810", + "metadata": {}, + "outputs": [], + "source": [ + "# applying groupby() function to\n", + "# group the data on states value.\n", + "Covid_budget = dfdff.groupby('states')" + ] + }, + { + "cell_type": "code", + "execution_count": 439, + "id": "1f69cbf5", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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Initial_budget (Bn)Revised_budget (Bn)
states
Abia136.60102.70
Adamawa183.30139.31
Akwa-Ibom597.73366.00
Anambra137.10112.80
Bauchi167.20128.00
Bayelsa242.18183.15
Benue189.00119.00
Borno146.80108.80
Cross River1100.00147.10
Delta395.50282.30
Ebonyi178.40131.80
Edo179.20128.80
Ekiti124.5091.10
Enugu169.56146.40
FCT278.78199.00
Gombe130.83107.40
Imo197.60108.30
Jigawa152.92124.00
Kaduna259.25223.60
Kano200.00138.00
Katsina244.00213.00
Kebbi138.0099.60
Kogi176.00102.00
Kwara160.00120.00
Lagos1680.00920.50
Nasarawa108.4062.96
Niger155.0098.00
Ogun449.90280.00
Ondo187.80151.40
Osun119.6082.20
Oyo213.00174.00
Plateau177.30122.00
Rivers530.80300.40
Sokoto202.40153.00
Taraba215.00150.50
Yobe108.0086.00
Zamfara188.50127.30
\n", + "
" + ], + "text/plain": [ + " Initial_budget (Bn) Revised_budget (Bn)\n", + "states \n", + "Abia 136.60 102.70\n", + "Adamawa 183.30 139.31\n", + "Akwa-Ibom 597.73 366.00\n", + "Anambra 137.10 112.80\n", + "Bauchi 167.20 128.00\n", + "Bayelsa 242.18 183.15\n", + "Benue 189.00 119.00\n", + "Borno 146.80 108.80\n", + "Cross River 1100.00 147.10\n", + "Delta 395.50 282.30\n", + "Ebonyi 178.40 131.80\n", + "Edo 179.20 128.80\n", + "Ekiti 124.50 91.10\n", + "Enugu 169.56 146.40\n", + "FCT 278.78 199.00\n", + "Gombe 130.83 107.40\n", + "Imo 197.60 108.30\n", + "Jigawa 152.92 124.00\n", + "Kaduna 259.25 223.60\n", + "Kano 200.00 138.00\n", + "Katsina 244.00 213.00\n", + "Kebbi 138.00 99.60\n", + "Kogi 176.00 102.00\n", + "Kwara 160.00 120.00\n", + "Lagos 1680.00 920.50\n", + "Nasarawa 108.40 62.96\n", + "Niger 155.00 98.00\n", + "Ogun 449.90 280.00\n", + "Ondo 187.80 151.40\n", + "Osun 119.60 82.20\n", + "Oyo 213.00 174.00\n", + "Plateau 177.30 122.00\n", + "Rivers 530.80 300.40\n", + "Sokoto 202.40 153.00\n", + "Taraba 215.00 150.50\n", + "Yobe 108.00 86.00\n", + "Zamfara 188.50 127.30" + ] + }, + "execution_count": 439, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Covid_budget.first()" + ] + }, + { + "cell_type": "markdown", + "id": "6752242a", + "metadata": {}, + "source": [ + "# CovidNig" + ] + }, + { + "cell_type": "code", + "execution_count": 440, + "id": "37096212", + "metadata": {}, + "outputs": [], + "source": [ + "# applying groupby() function to\n", + "# group the data on states value.\n", + "Covid_Nig = dfdf.groupby('States Affected')" + ] + }, + { + "cell_type": "code", + "execution_count": 443, + "id": "333c80a8", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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No. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
States Affected
Abia9802594510
Adamawa3559623821
Akwa Ibom395443429
Anambra299627419
Bauchi89710877514
Bayelsa4975542121
Benue5154446011
Borno7783770536
Cross River9318111
Delta1,843571,73749
Ebonyi1,091241,03730
Edo2,768522,603113
Ekiti405243756
Enugu1,376341,32121
FCT9,6272,8406,69493
Gombe1,16418395031
Imo7346166112
Jigawa3865731811
Kaduna4,5045793,87748
Kano2,0321981,77856
Katsina1,4052141,16724
Kebbi14351308
Kogi5032
Kwara1,2961711,09431
Lagos26,7082,43524,037236
Nasarawa60026232513
Niger3816930012
Ogun2,3821742,17533
Ondo1,793621,69041
Osun9792093722
Oyo3,7883683,37446
Plateau4,2622803,94834
Rivers3,2792322,98760
Sokoto2284017117
Taraba203191777
Yobe164331238
Zamfara791735
\n", + "
" + ], + "text/plain": [ + " No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "States Affected \n", + "Abia 980 25 \n", + "Adamawa 355 96 \n", + "Akwa Ibom 395 44 \n", + "Anambra 299 6 \n", + "Bauchi 897 108 \n", + "Bayelsa 497 55 \n", + "Benue 515 44 \n", + "Borno 778 37 \n", + "Cross River 93 1 \n", + "Delta 1,843 57 \n", + "Ebonyi 1,091 24 \n", + "Edo 2,768 52 \n", + "Ekiti 405 24 \n", + "Enugu 1,376 34 \n", + "FCT 9,627 2,840 \n", + "Gombe 1,164 183 \n", + "Imo 734 61 \n", + "Jigawa 386 57 \n", + "Kaduna 4,504 579 \n", + "Kano 2,032 198 \n", + "Katsina 1,405 214 \n", + "Kebbi 143 5 \n", + "Kogi 5 0 \n", + "Kwara 1,296 171 \n", + "Lagos 26,708 2,435 \n", + "Nasarawa 600 262 \n", + "Niger 381 69 \n", + "Ogun 2,382 174 \n", + "Ondo 1,793 62 \n", + "Osun 979 20 \n", + "Oyo 3,788 368 \n", + "Plateau 4,262 280 \n", + "Rivers 3,279 232 \n", + "Sokoto 228 40 \n", + "Taraba 203 19 \n", + "Yobe 164 33 \n", + "Zamfara 79 1 \n", + "\n", + " No. Discharged No. of Deaths \n", + "States Affected \n", + "Abia 945 10 \n", + "Adamawa 238 21 \n", + "Akwa Ibom 342 9 \n", + "Anambra 274 19 \n", + "Bauchi 775 14 \n", + "Bayelsa 421 21 \n", + "Benue 460 11 \n", + "Borno 705 36 \n", + "Cross River 81 11 \n", + "Delta 1,737 49 \n", + "Ebonyi 1,037 30 \n", + "Edo 2,603 113 \n", + "Ekiti 375 6 \n", + "Enugu 1,321 21 \n", + "FCT 6,694 93 \n", + "Gombe 950 31 \n", + "Imo 661 12 \n", + "Jigawa 318 11 \n", + "Kaduna 3,877 48 \n", + "Kano 1,778 56 \n", + "Katsina 1,167 24 \n", + "Kebbi 130 8 \n", + "Kogi 3 2 \n", + "Kwara 1,094 31 \n", + "Lagos 24,037 236 \n", + "Nasarawa 325 13 \n", + "Niger 300 12 \n", + "Ogun 2,175 33 \n", + "Ondo 1,690 41 \n", + "Osun 937 22 \n", + "Oyo 3,374 46 \n", + "Plateau 3,948 34 \n", + "Rivers 2,987 60 \n", + "Sokoto 171 17 \n", + "Taraba 177 7 \n", + "Yobe 123 8 \n", + "Zamfara 73 5 " + ] + }, + "execution_count": 443, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Covid_Nig.first()" + ] + }, + { + "cell_type": "markdown", + "id": "c3d56fc1", + "metadata": {}, + "source": [ + "# Top 10 states for Covid_confirmed cases" + ] + }, + { + "cell_type": "code", + "execution_count": 243, + "id": "596a27c1", + "metadata": {}, + "outputs": [], + "source": [ + "top_10_confirmd = dfdf.nlargest(10, 'No. of Cases (Lab Confirmed)')" + ] + }, + { + "cell_type": "code", + "execution_count": 244, + "id": "9def4c72", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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States AffectedNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26708243524037236
1FCT96272840669493
2Kaduna4504579387748
3Plateau4262280394834
4Oyo3788368337446
5Rivers3279232298760
6Edo2768522603113
7Ogun2382174217533
8Kano2032198177856
9Delta184357173749
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" + ], + "text/plain": [ + " States Affected No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26708 2435 \n", + "1 FCT 9627 2840 \n", + "2 Kaduna 4504 579 \n", + "3 Plateau 4262 280 \n", + "4 Oyo 3788 368 \n", + "5 Rivers 3279 232 \n", + "6 Edo 2768 52 \n", + "7 Ogun 2382 174 \n", + "8 Kano 2032 198 \n", + "9 Delta 1843 57 \n", + "\n", + " No. Discharged No. of Deaths \n", + "0 24037 236 \n", + "1 6694 93 \n", + "2 3877 48 \n", + "3 3948 34 \n", + "4 3374 46 \n", + "5 2987 60 \n", + "6 2603 113 \n", + "7 2175 33 \n", + "8 1778 56 \n", + "9 1737 49 " + ] + }, + "execution_count": 244, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "top_10_confirmd " + ] + }, + { + "cell_type": "code", + "execution_count": 245, + "id": "54b5bbfa", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 245, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.catplot(kind = 'point', data = top_10_confirmd, x = 'No. of Cases (Lab Confirmed)', y = 'States Affected', aspect = 4)" + ] + }, + { + "cell_type": "markdown", + "id": "86466286", + "metadata": {}, + "source": [ + "# Top 10 Discharged Covid cases." + ] + }, + { + "cell_type": "code", + "execution_count": 790, + "id": "797cb4e0", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "ename": "TypeError", + "evalue": "Column 'No. Discharged' has dtype object, cannot use method 'nlargest' with this dtype", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[790], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m top_10_Discharged \u001b[38;5;241m=\u001b[39m \u001b[43mdfdf\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mnlargest\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m10\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mNo. Discharged\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\anaconda3\\lib\\site-packages\\pandas\\core\\frame.py:7338\u001b[0m, in \u001b[0;36mDataFrame.nlargest\u001b[1;34m(self, n, columns, keep)\u001b[0m\n\u001b[0;32m 7233\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mnlargest\u001b[39m(\u001b[38;5;28mself\u001b[39m, n: \u001b[38;5;28mint\u001b[39m, columns: IndexLabel, keep: \u001b[38;5;28mstr\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfirst\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m DataFrame:\n\u001b[0;32m 7234\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 7235\u001b[0m \u001b[38;5;124;03m Return the first `n` rows ordered by `columns` in descending order.\u001b[39;00m\n\u001b[0;32m 7236\u001b[0m \n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 7336\u001b[0m \u001b[38;5;124;03m Brunei 434000 12128 BN\u001b[39;00m\n\u001b[0;32m 7337\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m-> 7338\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43malgorithms\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mSelectNFrame\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mn\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mn\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkeep\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mkeep\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcolumns\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcolumns\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mnlargest\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\anaconda3\\lib\\site-packages\\pandas\\core\\algorithms.py:1277\u001b[0m, in \u001b[0;36mSelectN.nlargest\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 1275\u001b[0m \u001b[38;5;129m@final\u001b[39m\n\u001b[0;32m 1276\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mnlargest\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[1;32m-> 1277\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcompute\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mnlargest\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\anaconda3\\lib\\site-packages\\pandas\\core\\algorithms.py:1408\u001b[0m, in \u001b[0;36mSelectNFrame.compute\u001b[1;34m(self, method)\u001b[0m\n\u001b[0;32m 1406\u001b[0m dtype \u001b[38;5;241m=\u001b[39m frame[column]\u001b[38;5;241m.\u001b[39mdtype\n\u001b[0;32m 1407\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mis_valid_dtype_n_method(dtype):\n\u001b[1;32m-> 1408\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m(\n\u001b[0;32m 1409\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mColumn \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mrepr\u001b[39m(column)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m has dtype \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mdtype\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m, \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 1410\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcannot use method \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mrepr\u001b[39m(method)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m with this dtype\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 1411\u001b[0m )\n\u001b[0;32m 1413\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mget_indexer\u001b[39m(current_indexer, other_indexer):\n\u001b[0;32m 1414\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 1415\u001b[0m \u001b[38;5;124;03m Helper function to concat `current_indexer` and `other_indexer`\u001b[39;00m\n\u001b[0;32m 1416\u001b[0m \u001b[38;5;124;03m depending on `method`\u001b[39;00m\n\u001b[0;32m 1417\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n", + "\u001b[1;31mTypeError\u001b[0m: Column 'No. Discharged' has dtype object, cannot use method 'nlargest' with this dtype" + ] + } + ], + "source": [ + "top_10_Discharged = dfdf.nlargest(10, 'No. Discharged')" + ] + }, + { + "cell_type": "code", + "execution_count": 247, + "id": "7af5b22a", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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States AffectedNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26708243524037236
1FCT96272840669493
3Plateau4262280394834
2Kaduna4504579387748
4Oyo3788368337446
5Rivers3279232298760
6Edo2768522603113
7Ogun2382174217533
8Kano2032198177856
9Delta184357173749
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States AffectedNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26708243524037236
6Edo2768522603113
1FCT96272840669493
5Rivers3279232298760
8Kano2032198177856
9Delta184357173749
2Kaduna4504579387748
4Oyo3788368337446
10Ondo179362169041
19Borno7783770536
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" + ], + "text/plain": [ + " States Affected No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26708 2435 \n", + "6 Edo 2768 52 \n", + "1 FCT 9627 2840 \n", + "5 Rivers 3279 232 \n", + "8 Kano 2032 198 \n", + "9 Delta 1843 57 \n", + "2 Kaduna 4504 579 \n", + "4 Oyo 3788 368 \n", + "10 Ondo 1793 62 \n", + "19 Borno 778 37 \n", + "\n", + " No. Discharged No. of Deaths \n", + "0 24037 236 \n", + "6 2603 113 \n", + "1 6694 93 \n", + "5 2987 60 \n", + "8 1778 56 \n", + "9 1737 49 \n", + "2 3877 48 \n", + "4 3374 46 \n", + "10 1690 41 \n", + "19 705 36 " + ] + }, + "execution_count": 250, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "top_10_Death" + ] + }, + { + "cell_type": "code", + "execution_count": 474, + "id": "c74b7dfd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 474, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.catplot(kind = 'point', data = top_10_Death, x = 'No. of Deaths', y = 'States Affected', aspect = 4)" + ] + }, + { + "cell_type": "markdown", + "id": "9439078c", + "metadata": {}, + "source": [ + "# Line plot for the total daily confirmed, recovered and death cases in Nigeria" + ] + }, + { + "cell_type": "code", + "execution_count": 444, + "id": "0e701f72", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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Cases
Date
2/28/201
2/29/201
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Cases
Date
3/18/201
3/19/201
3/20/201
3/21/201
3/22/202
......
7/31/21164994
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8/2/21165037
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Cases
Date
3/23/201
3/24/201
3/25/201
3/26/201
3/27/201
......
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" + ], + "text/plain": [ + " Cases\n", + "Date \n", + "3/23/20 1\n", + "3/24/20 1\n", + "3/25/20 1\n", + "3/26/20 1\n", + "3/27/20 1\n", + "... ...\n", + "3/5/23 3155\n", + "3/6/23 3155\n", + "3/7/23 3155\n", + "3/8/23 3155\n", + "3/9/23 3155\n", + "\n", + "[1082 rows x 1 columns]" + ] + }, + "execution_count": 447, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfDeathCase_transposed" + ] + }, + { + "cell_type": "code", + "execution_count": 452, + "id": "86afe7b1", + "metadata": {}, + "outputs": [], + "source": [ + "# combine the DataFrames vertically\n", + "dfcombined_Cases = pd.concat([dfCnCase_transposed, dfRecCase_transposed, dfDeathCase_transposed], axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 453, + "id": "ec2a0940", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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CasesCasesCases
Date
2/28/201NaNNaN
2/29/201NaNNaN
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............
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CasesCasesCases
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Confirmed_CaseRecovered_CaseDeathCase_Case
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Albania0000000000...334391334408334408334427334427334427334427334427334443334457
Algeria0000000000...271441271448271463271469271469271477271477271490271494271496
Andorra0000000000...47866478754787547875478754787547875478754789047890
Angola0000000000...105255105277105277105277105277105277105277105277105288105288
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West Bank and Gaza0000000000...703228703228703228703228703228703228703228703228703228703228
Winter Olympics 20220000000000...535535535535535535535535535535
Yemen0000000000...11945119451194511945119451194511945119451194511945
Zambia0000000000...343012343012343079343079343079343135343135343135343135343135
Zimbabwe0000000000...263921264127264127264127264127264127264127264127264276264276
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Date1/22/201/23/201/24/201/25/201/26/201/27/201/28/201/29/201/30/201/31/20...2/28/233/1/233/2/233/3/233/4/233/5/233/6/233/7/233/8/233/9/23
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Andorra0.00.00.00.00.00.00.00.00.00.0...-223575.0-223573.0-223588.0-223594.0-223594.0-223602.0-223602.0-223615.0-223604.0-223606.0
Angola0.00.00.00.00.00.00.00.00.00.0...57389.057402.057402.057402.057402.057402.057402.057402.057398.057398.0
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Winter Olympics 20220.00.00.00.00.00.00.00.00.00.0...-702693.0-702693.0-702693.0-702693.0-702693.0-702693.0-702693.0-702693.0-702693.0-702693.0
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Zimbabwe0.00.00.00.00.00.00.00.00.00.0...-79091.0-78885.0-78952.0-78952.0-78952.0-79008.0-79008.0-79008.0-78859.0-78859.0
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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dffConCaseDiff.plot()\n", + "plt.xlabel('Daily Infection Rate')\n", + "plt.ylabel('Date')\n", + "plt.title('Total Daily Infection Rate')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 754, + "id": "833deac5", + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate the maximum infection rate for each day\n", + "max_infection_rate = dffConCaseDiff.iloc[:, 1:].max(axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 755, + "id": "44081a10", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Country/Region\n", + "Afghanistan NaN\n", + "Albania 136342.0\n", + "Algeria 52524.0\n", + "Andorra 0.0\n", + "Angola 64891.0\n", + " ... \n", + "West Bank and Gaza 301322.0\n", + "Winter Olympics 2022 0.0\n", + "Yemen 11410.0\n", + "Zambia 331190.0\n", + "Zimbabwe 1.0\n", + "Length: 201, dtype: float64" + ] + }, + "execution_count": 755, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "max_infection_rate" + ] + }, + { + "cell_type": "code", + "execution_count": 756, + "id": "94217836", + "metadata": {}, + "outputs": [], + "source": [ + "# Get the maximum infection rate value\n", + "max_rate_value = max_infection_rate.max()" + ] + }, + { + "cell_type": "code", + "execution_count": 757, + "id": "ea8a73d5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "103799897.0" + ] + }, + "execution_count": 757, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "max_rate_value" + ] + }, + { + "cell_type": "code", + "execution_count": 758, + "id": "33b14fe2", + "metadata": {}, + "outputs": [], + "source": [ + "date_of_max_infection = dffConCaseDiff.max().idxmax()" + ] + }, + { + "cell_type": "code", + "execution_count": 759, + "id": "2ecd6172", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'3/9/23'" + ] + }, + "execution_count": 759, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "date_of_max_infection" + ] + }, + { + "cell_type": "code", + "execution_count": 766, + "id": "455faf9b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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statesregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
0FCTNorth Central48650000.30.00.90.40.60.90.60.20.79
1PlateauNorth Central47660000.40.50.40.80.30.30.50.30.93
2KwaraNorth Central35240000.30.40.30.20.40.20.60.70.93
3NassarawaNorth Central27830000.10.30.50.90.00.10.60.50.85
4NigerNorth Central62600000.60.00.60.30.70.10.80.80.84
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" + ], + "text/plain": [ + " states region Population Overall CCVI Index Age \\\n", + "0 FCT North Central 4865000 0.3 0.0 \n", + "1 Plateau North Central 4766000 0.4 0.5 \n", + "2 Kwara North Central 3524000 0.3 0.4 \n", + "3 Nassarawa North Central 2783000 0.1 0.3 \n", + "4 Niger North Central 6260000 0.6 0.0 \n", + "\n", + " Epidemiological Fragility Health System Population Density \\\n", + "0 0.9 0.4 0.6 0.9 \n", + "1 0.4 0.8 0.3 0.3 \n", + "2 0.3 0.2 0.4 0.2 \n", + "3 0.5 0.9 0.0 0.1 \n", + "4 0.6 0.3 0.7 0.1 \n", + "\n", + " Socio-Economic Transport Availability Acute IHR \n", + "0 0.6 0.2 0.79 \n", + "1 0.5 0.3 0.93 \n", + "2 0.6 0.7 0.93 \n", + "3 0.6 0.5 0.85 \n", + "4 0.8 0.8 0.84 " + ] + }, + "execution_count": 766, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dffff.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 764, + "id": "cab35937", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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States AffectedNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26,7082,43524,037236
1FCT9,6272,8406,69493
2Kaduna4,5045793,87748
3Plateau4,2622803,94834
4Oyo3,7883683,37446
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" + ], + "text/plain": [ + " States Affected No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26,708 2,435 \n", + "1 FCT 9,627 2,840 \n", + "2 Kaduna 4,504 579 \n", + "3 Plateau 4,262 280 \n", + "4 Oyo 3,788 368 \n", + "\n", + " No. Discharged No. of Deaths \n", + "0 24,037 236 \n", + "1 6,694 93 \n", + "2 3,877 48 \n", + "3 3,948 34 \n", + "4 3,374 46 " + ] + }, + "execution_count": 764, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfdf.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 868, + "id": "4b009630", + "metadata": {}, + "outputs": [], + "source": [ + "top_10_dffff = dffff.nlargest(10, 'Overall CCVI Index') " + ] + }, + { + "cell_type": "code", + "execution_count": 869, + "id": "d223abd6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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statesregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
8GombeNorth East3692000100.40.900.30.80.70
11YobeNorth East3723000100.31.000.00.91.00
0FCTNorth Central4865000000.90.400.90.60.20
1PlateauNorth Central4766000000.40.800.30.50.30
2KwaraNorth Central3524000000.30.200.20.60.70
3NassarawaNorth Central2783000000.50.900.10.60.50
4NigerNorth Central6260000000.60.300.10.80.80
5BenueNorth Central6376000000.50.700.40.30.50
6KogiNorth Central4970000000.20.500.40.30.60
7BauchiNorth East7270000000.20.800.20.80.80
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" + ], + "text/plain": [ + " states region Population Overall CCVI Index Age \\\n", + "8 Gombe North East 3692000 1 0 \n", + "11 Yobe North East 3723000 1 0 \n", + "0 FCT North Central 4865000 0 0 \n", + "1 Plateau North Central 4766000 0 0 \n", + "2 Kwara North Central 3524000 0 0 \n", + "3 Nassarawa North Central 2783000 0 0 \n", + "4 Niger North Central 6260000 0 0 \n", + "5 Benue North Central 6376000 0 0 \n", + "6 Kogi North Central 4970000 0 0 \n", + "7 Bauchi North East 7270000 0 0 \n", + "\n", + " Epidemiological Fragility Health System Population Density \\\n", + "8 0.4 0.9 0 0.3 \n", + "11 0.3 1.0 0 0.0 \n", + "0 0.9 0.4 0 0.9 \n", + "1 0.4 0.8 0 0.3 \n", + "2 0.3 0.2 0 0.2 \n", + "3 0.5 0.9 0 0.1 \n", + "4 0.6 0.3 0 0.1 \n", + "5 0.5 0.7 0 0.4 \n", + "6 0.2 0.5 0 0.4 \n", + "7 0.2 0.8 0 0.2 \n", + "\n", + " Socio-Economic Transport Availability Acute IHR \n", + "8 0.8 0.7 0 \n", + "11 0.9 1.0 0 \n", + "0 0.6 0.2 0 \n", + "1 0.5 0.3 0 \n", + "2 0.6 0.7 0 \n", + "3 0.6 0.5 0 \n", + "4 0.8 0.8 0 \n", + "5 0.3 0.5 0 \n", + "6 0.3 0.6 0 \n", + "7 0.8 0.8 0 " + ] + }, + "execution_count": 869, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "top_10_dffff" + ] + }, + { + "cell_type": "code", + "execution_count": 858, + "id": "2d1a94e0", + "metadata": {}, + "outputs": [], + "source": [ + "#change the column name to match the other dataset\n", + "dfdf.rename(columns={'States Affected': 'states'}, inplace=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 859, + "id": "c2ff1fc5", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "top_10_dfdf = dfdf.nlargest(10, 'No. of Cases (Lab Confirmed)') " + ] + }, + { + "cell_type": "code", + "execution_count": 860, + "id": "987bd9e0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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statesNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26708243524037236
1FCT96272840669493
2Kaduna4504579387748
3Plateau4262280394834
4Oyo3788368337446
5Rivers3279232298760
6Edo2768522603113
7Ogun2382174217533
8Kano2032198177856
9Delta184357173749
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" + ], + "text/plain": [ + " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26708 2435 \n", + "1 FCT 9627 2840 \n", + "2 Kaduna 4504 579 \n", + "3 Plateau 4262 280 \n", + "4 Oyo 3788 368 \n", + "5 Rivers 3279 232 \n", + "6 Edo 2768 52 \n", + "7 Ogun 2382 174 \n", + "8 Kano 2032 198 \n", + "9 Delta 1843 57 \n", + "\n", + " No. Discharged No. of Deaths \n", + "0 24037 236 \n", + "1 6694 93 \n", + "2 3877 48 \n", + "3 3948 34 \n", + "4 3374 46 \n", + "5 2987 60 \n", + "6 2603 113 \n", + "7 2175 33 \n", + "8 1778 56 \n", + "9 1737 49 " + ] + }, + "execution_count": 860, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "top_10_dfdf" + ] + }, + { + "cell_type": "code", + "execution_count": 870, + "id": "ae7ade59", + "metadata": {}, + "outputs": [], + "source": [ + "# merge both datasets using their common column name\n", + "merged_top10 = pd.merge(top_10_dffff, top_10_dfdf, on='states')" + ] + }, + { + "cell_type": "code", + "execution_count": 871, + "id": "46c429f7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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statesregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHRNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0FCTNorth Central4865000000.90.400.90.60.2096272840669493
1PlateauNorth Central4766000000.40.800.30.50.304262280394834
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" + ], + "text/plain": [ + " states region Population Overall CCVI Index Age \\\n", + "0 FCT North Central 4865000 0 0 \n", + "1 Plateau North Central 4766000 0 0 \n", + "\n", + " Epidemiological Fragility Health System Population Density \\\n", + "0 0.9 0.4 0 0.9 \n", + "1 0.4 0.8 0 0.3 \n", + "\n", + " Socio-Economic Transport Availability Acute IHR \\\n", + "0 0.6 0.2 0 \n", + "1 0.5 0.3 0 \n", + "\n", + " No. of Cases (Lab Confirmed) No. of Cases (on admission) No. Discharged \\\n", + "0 9627 2840 6694 \n", + "1 4262 280 3948 \n", + "\n", + " No. of Deaths \n", + "0 93 \n", + "1 34 " + ] + }, + "execution_count": 871, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "merged_top10" + ] + }, + { + "cell_type": "code", + "execution_count": 874, + "id": "d11e897b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 874, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#Line plot\n", + "plt.plot(merged_top10['states'], merged_top10['No. of Cases (Lab Confirmed)'], label='Covid!9 Dataset')\n", + "plt.plot(merged_top10['states'], merged_top10['Overall CCVI Index'], label='External data')\n", + "plt.xlabel('states')\n", + "plt.ylabel('Overall CCVI Index/Confirmed Cases')\n", + "plt.title('Relationship between Covid!9 and External data')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 875, + "id": "3fb3f968", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Regression Plot: Population vs. No. of Cases (Lab Confirmed)')" + ] + }, + "execution_count": 875, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate a regression plot\n", + "sns.regplot(x='Population', y='No. of Cases (Lab Confirmed)', data=merged_top10)\n", + "\n", + "# Add labels and title\n", + "plt.xlabel('Population')\n", + "plt.ylabel('No. of Cases (Lab Confirmed)')\n", + "plt.title('Regression Plot: Population vs. No. of Cases (Lab Confirmed)')\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3c3cd4d3", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 46d1572decf65ca4d271d78f4eff96441a9ca067 Mon Sep 17 00:00:00 2001 From: Esther Chizoba <111289202+Est1y@users.noreply.github.com> Date: Wed, 12 Jul 2023 13:36:39 +0100 Subject: [PATCH 02/35] Update README.md --- README.md | 62 +++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 62 insertions(+) diff --git a/README.md b/README.md index 643a0e99..37ca4392 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,64 @@ # Nigeria-COVID-19-Data-Analysis-Using-Python Data Scientist Microdegree Capstone Project +Project description: +Coronavirus disease (COVID-19) is an infectious disease caused by a newly discovered coronavirus, and it has affected major parts of the world. Nigeria, a West-African country, has also been affected by the COVID-19 pandemic after recording its first case on 27th February 2020. +Nigeria is a country with 37 states - Federal Capital Territory included- and a fast-growing economic environment with about 200 million citizens. COVID-19 has affected several country activities as the country steadily progressed from its first case to shutting down major airports, state-wide lockdown, curfews, and reviving its economy. + +# Project Steps +- Data collection: + All the required libraries were imported and data was imported from the repository since the NCDC COVID-19 official website could not be accessed. +- Data cleaning and preparation: + Data were cleaned by dropping columns with a null value and zero value + Data were also converted to appropriate datatypes + Nigeria data was extracted from the world COVID-19 record for analysis + The information was transposed to give it a better presentation +- Data analysis + +- Conclusion + + # 2. The second: Dealing with datetime features + * Convert the date column to datetime + * The above was also done for the time column + * Extract year, month and day from the date column and also hour from from the time column + * Determine the unique ours of sales in the supermarket and return result as an array. + # 3. Check for unique value in columns + * Get a list of the categorical column in the dataset, check if each element in the column is of type object + * generate the unique values in the categorical columns in this case, Payment, product line, gender and customer type + * Get a Series containing counts of unique values for various categories + # 4. Aggregration with GroupBy + * Create a groupby object with the "City Column", and aggregation function of sum and mean. + * Display a table that shows the gross income of each city, and determine the city with the highest total gross income. + # 5. Data Visualization + * Determine the branch with the highest sales record using countplot. + * Determine the highest & lowest sold product line, using Countplot + * Determine the Payment channel used by most customer to pay for each product line. + * Determine the Payment channel for each branch. + * Determine the branch with the lowest rating + * Generate visualization for the "product line" per gender + * Generate visualization for the "product line" per "Total" column + * plot Product line per unit price, and Product line per Quantity +# Insights + Insights gotten from analysing the dataset consisting of sales record of the 3 branches( Lagos, Abuja and Port-Harcourt) of the supermarket belonging to Company XYZ are: + + * Dataset consist of 1000 rows and 18 columns + * Each city is represented as branch; A - Lagos Branch; B - Abuja Branch; C - Port Harcourt Branch + * Dataset contains no null values + * The dataset contains records of 501 female customer and 499 male customers + * Port-Harcourt (C) records the highest revenue(gross income) while Lagos (A) follows next and then Abuja (B) + * 'A' has the highest no of customers while followed by 'B' and the least is 'C' + * The most used payment method in general is EBAY and the least is Card + * The most sold product line in all 3 branches is 'food and beverages' in 'C', next is 'Home and lifestyle' in 'A' and the 3rd most sold productline is 'fashion and accessories' in 'C'. However, in 'B', the most sold is 'Travel and sport'. + * The most used payment method with respect to 'Product line' is Cash + * The branch with the lowest rating is "B" while 'C' has the highest + * It is observed that the most frequent customers are of the female gender and the most bought product is the 'Home and lifestyle'. + * It is observed that the most expensive 'product line' is the 'food and beverages' and it is mostly bought by the female gender. +# Future Work +I will explore the dateset for types of customers to be sure that both new and old customers are maintained. +I will also check for specific sales per month to know the monthly trend of the market +I will explore other data visualization framework to get a more understandable presentation. + +# Standout Section +I inserted all required liberies in the first cell of my work for the purpose of orderliness unlike the import instruction stated in the notebook. +I extracted the minute feature from the Time column and saved it to a new minute column + +# Executive Summary. From caff5f14496fca91500549afe250a743c1788066 Mon Sep 17 00:00:00 2001 From: Esther Chizoba <111289202+Est1y@users.noreply.github.com> Date: Wed, 12 Jul 2023 14:28:47 +0100 Subject: [PATCH 03/35] Update README.md --- README.md | 13 +++++++++++-- 1 file changed, 11 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 37ca4392..154ab39d 100644 --- a/README.md +++ b/README.md @@ -8,12 +8,21 @@ Nigeria is a country with 37 states - Federal Capital Territory included- and a - Data collection: All the required libraries were imported and data was imported from the repository since the NCDC COVID-19 official website could not be accessed. - Data cleaning and preparation: - Data were cleaned by dropping columns with a null value and zero value + Data were cleaned by dropping columns with a null value and zero value, removing commas from numerical values Data were also converted to appropriate datatypes Nigeria data was extracted from the world COVID-19 record for analysis The information was transposed to give it a better presentation + Pandas DataFrame for Daily Confirmed, Recovered and deaths Cases were gotten - Data analysis - + Plot that shows the Top 10 states in terms of Confirmed Covid cases by Laboratory test and Discharged Covid cases were generated + Plot the top 10 Death cases + A line plot for the total daily confirmed, recovered, and death cases in Nigeria was generated. + The daily infection rate was determined to show the derivate of the total cases on a line plot + The maximum infection rate for a day was calculated signifying the number of new cases and the date found. + The relationship between the external dataset and the NCDC COVID-19 dataset was determined and a line plot of the top 10 confirmed cases and the overall community vulnerability index on the same axis was generated. + The two datasets above were combined on a common column and the relationship between them was generated. + A regression plot between two variables (Confirmed Cases and Population Density) was generated to visualize the linear relationships. + - Conclusion # 2. The second: Dealing with datetime features From 82ba8dc0673af0db89f04fb14591623de8611275 Mon Sep 17 00:00:00 2001 From: Esther Chizoba <111289202+Est1y@users.noreply.github.com> Date: Wed, 12 Jul 2023 15:00:53 +0100 Subject: [PATCH 04/35] Update README.md --- README.md | 52 +++------------------------------------------------- 1 file changed, 3 insertions(+), 49 deletions(-) diff --git a/README.md b/README.md index 154ab39d..b326029d 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # Nigeria-COVID-19-Data-Analysis-Using-Python -Data Scientist Microdegree Capstone Project +Data Scientist: Micro degree Capstone Project Project description: Coronavirus disease (COVID-19) is an infectious disease caused by a newly discovered coronavirus, and it has affected major parts of the world. Nigeria, a West-African country, has also been affected by the COVID-19 pandemic after recording its first case on 27th February 2020. Nigeria is a country with 37 states - Federal Capital Territory included- and a fast-growing economic environment with about 200 million citizens. COVID-19 has affected several country activities as the country steadily progressed from its first case to shutting down major airports, state-wide lockdown, curfews, and reviving its economy. @@ -14,7 +14,7 @@ Nigeria is a country with 37 states - Federal Capital Territory included- and a The information was transposed to give it a better presentation Pandas DataFrame for Daily Confirmed, Recovered and deaths Cases were gotten - Data analysis - Plot that shows the Top 10 states in terms of Confirmed Covid cases by Laboratory test and Discharged Covid cases were generated + A plot that shows the Top 10 states in terms of Confirmed Covid cases by Laboratory test and Discharged Covid cases were generated Plot the top 10 Death cases A line plot for the total daily confirmed, recovered, and death cases in Nigeria was generated. The daily infection rate was determined to show the derivate of the total cases on a line plot @@ -24,50 +24,4 @@ Nigeria is a country with 37 states - Federal Capital Territory included- and a A regression plot between two variables (Confirmed Cases and Population Density) was generated to visualize the linear relationships. - Conclusion - - # 2. The second: Dealing with datetime features - * Convert the date column to datetime - * The above was also done for the time column - * Extract year, month and day from the date column and also hour from from the time column - * Determine the unique ours of sales in the supermarket and return result as an array. - # 3. Check for unique value in columns - * Get a list of the categorical column in the dataset, check if each element in the column is of type object - * generate the unique values in the categorical columns in this case, Payment, product line, gender and customer type - * Get a Series containing counts of unique values for various categories - # 4. Aggregration with GroupBy - * Create a groupby object with the "City Column", and aggregation function of sum and mean. - * Display a table that shows the gross income of each city, and determine the city with the highest total gross income. - # 5. Data Visualization - * Determine the branch with the highest sales record using countplot. - * Determine the highest & lowest sold product line, using Countplot - * Determine the Payment channel used by most customer to pay for each product line. - * Determine the Payment channel for each branch. - * Determine the branch with the lowest rating - * Generate visualization for the "product line" per gender - * Generate visualization for the "product line" per "Total" column - * plot Product line per unit price, and Product line per Quantity -# Insights - Insights gotten from analysing the dataset consisting of sales record of the 3 branches( Lagos, Abuja and Port-Harcourt) of the supermarket belonging to Company XYZ are: - - * Dataset consist of 1000 rows and 18 columns - * Each city is represented as branch; A - Lagos Branch; B - Abuja Branch; C - Port Harcourt Branch - * Dataset contains no null values - * The dataset contains records of 501 female customer and 499 male customers - * Port-Harcourt (C) records the highest revenue(gross income) while Lagos (A) follows next and then Abuja (B) - * 'A' has the highest no of customers while followed by 'B' and the least is 'C' - * The most used payment method in general is EBAY and the least is Card - * The most sold product line in all 3 branches is 'food and beverages' in 'C', next is 'Home and lifestyle' in 'A' and the 3rd most sold productline is 'fashion and accessories' in 'C'. However, in 'B', the most sold is 'Travel and sport'. - * The most used payment method with respect to 'Product line' is Cash - * The branch with the lowest rating is "B" while 'C' has the highest - * It is observed that the most frequent customers are of the female gender and the most bought product is the 'Home and lifestyle'. - * It is observed that the most expensive 'product line' is the 'food and beverages' and it is mostly bought by the female gender. -# Future Work -I will explore the dateset for types of customers to be sure that both new and old customers are maintained. -I will also check for specific sales per month to know the monthly trend of the market -I will explore other data visualization framework to get a more understandable presentation. - -# Standout Section -I inserted all required liberies in the first cell of my work for the purpose of orderliness unlike the import instruction stated in the notebook. -I extracted the minute feature from the Time column and 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The two datasets above were combined on a common column and the relationship between them was generated. A regression plot between two variables (Confirmed Cases and Population Density) was generated to visualize the linear relationships. - -- Conclusion From f992d56f964acf8769716043df13708fb722721d Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Wed, 19 Jul 2023 11:37:46 +0100 Subject: [PATCH 07/35] gitignore --- .gitignore | 160 ++++++++++++ My_Capstone Project-Copy1.ipynb | 432 ++++---------------------------- covid19_confirmed_global.csv | 290 +++++++++++++++++++++ covid19_deaths_global.csv | 290 +++++++++++++++++++++ covid19_recovered_global.csv | 275 ++++++++++++++++++++ covidproject.ipynb | 207 ++++++++------- 6 files changed, 1171 insertions(+), 483 deletions(-) create mode 100644 .gitignore create mode 100644 covid19_confirmed_global.csv create mode 100644 covid19_deaths_global.csv create mode 100644 covid19_recovered_global.csv diff --git a/.gitignore b/.gitignore new file mode 100644 index 00000000..68bc17f9 --- /dev/null +++ b/.gitignore @@ -0,0 +1,160 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +#pdm.lock +# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it +# in version control. +# https://pdm.fming.dev/#use-with-ide +.pdm.toml + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +#.idea/ diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index 2fd4bc47..bcadfa97 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -2,10 +2,22 @@ "cells": [ { "cell_type": "code", - "execution_count": 111, + "execution_count": 3, "id": "77550c18", "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'numpy'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[3], line 4\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[39m# Write Your Code Below\u001b[39;00m\n\u001b[0;32m 2\u001b[0m \u001b[39m# Import all libraries in this cell\u001b[39;00m\n\u001b[0;32m 3\u001b[0m \u001b[39m#import requests\u001b[39;00m\n\u001b[1;32m----> 4\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mnumpy\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mnp\u001b[39;00m\n\u001b[0;32m 5\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39murllib\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mrequest\u001b[39;00m\n\u001b[0;32m 6\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mpandas\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mpd\u001b[39;00m\n", + "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'numpy'" + ] + } + ], "source": [ "# Write Your Code Below\n", "# Import all libraries in this cell\n", @@ -26,18 +38,18 @@ }, { "cell_type": "code", - "execution_count": 791, + "execution_count": 4, "id": "c33788a4", "metadata": {}, "outputs": [], "source": [ "#Data collection\n", - "df = pd.read_csv(\"covid19_confirmed_global.csv\")\n" + "df_CovidconfirmdG = pd.read_csv(\"covid19_confirmed_global.csv\")\n" ] }, { "cell_type": "code", - "execution_count": 792, + "execution_count": null, "id": "ae56e727", "metadata": {}, "outputs": [ @@ -404,389 +416,51 @@ } ], "source": [ - "df" + "df_CovidconfirmdG" ] }, { "cell_type": "code", - "execution_count": 793, + "execution_count": 2, "id": "0cd70b2e", "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'df_CovidconfirmdG' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[2], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m df_CovidconfirmdG \u001b[39m=\u001b[39m df_CovidconfirmdG\u001b[39m.\u001b[39mdropna(axis\u001b[39m=\u001b[39m\u001b[39m1\u001b[39m)\n", + "\u001b[1;31mNameError\u001b[0m: name 'df_CovidconfirmdG' is not defined" + ] + } + ], "source": [ - "df = df.dropna(axis=1)" + "df_CovidconfirmdG = df_CovidconfirmdG.dropna(axis=1)" ] }, { "cell_type": "code", - "execution_count": 794, + "execution_count": 3, "id": "c0c16e8b", "metadata": {}, "outputs": [ { - "data": { - "text/html": [ - "

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"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[3], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m df_CovidconfirmdG\n", + "\u001b[1;31mNameError\u001b[0m: name 'df_CovidconfirmdG' is not defined" + ] } ], "source": [ - "df" + "df_CovidconfirmdG" ] }, { @@ -10851,7 +10525,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", 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\n", 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", 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" ] @@ -13051,7 +12725,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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1Ze/evfzwww94eXmxcuVKgz9LSenZsydt27YFctqR3J0Dp0+f1rcZL774Il26dAHgtdde49ChQzRo0ACABg0a6H9DGjZsCBTfNbt161YcHBz48ccf2b17Nz/99FO+wP7evXt8/fXXVKhQga+//lrfY/3uu+9iY2ODVqtlzpw5JCYm5jmuuOqHsZYtW6YPTtu0acPy5cvZu3cvv/32G23atCEgICDfTY1OTEwMH330ESkpKVSqVIkvv/ySzZs3s3fvXlatWsWrr76KjY0NGo2GOXPmkJqaCkCFChX0N64669at49ChQ0ydOlX/2vTp0zl//jwWFhaMGjWKNWvWsHfvXjZu3MiXX35JlSpVgJw6b2w6OulBNZJWq0WtVhf6ekxMDEePHmXt2rVkZ2ejVCp5//338+ybnZ3NN998g0ajoVatWixatChPw9OhQwdatGjBmDFjuHr1Kt9//32RP+g6J06c4MqVK0DOD1337t3125ydnfHy8sLb25tRo0bp99dNILC1tc1TBmtra4MH0c+fP5+EhAQsLS355Zdf9D84kBPcNGjQgK+++opt27axe/duunfvXmDe0bS0NGbOnJlnPF7z5s2ZO3cuffr0IT09nb/++itPr9OBAweAnB/DMWPG5Pm8o0ePJjs7m6VLl3L69Gnu3LmDi4tLvve1sbFh8eLFVKtWTf9anz59sLe355NPPiErK4sjR44U2CNZmOzsbCwtLVmwYEGe/JVjx46lYsWKzJgxg/DwcDZu3GjQ45mCTJgwgZEjR+r/3bZtW+rVq8eIESOIi4vj559/zpMPcufOnZw+fRrImfDWuXNn/TYnJycmTpxI9erVmT59OkeOHOHw4cO0b98epVKJSqXK09uTu274+Pjg4eFBbGwsJ0+e1N+QQM4whJCQECwtLbG2tkatVhMUFJRnuIfuRs7JyUmf3uxhrxFTP+v90tLSmDhxIsOHD9e/5uzszI8//siAAQOIi4vjr7/+Yty4cYX+ne6n61W0tLSkUqVKBh9XmGPHjumvg/vT2umug/r16zNx4kR9r9fXX38NQP369alcuTIRERHs3bu3wEfIe/bsAXJ6LQ0JqH19ffVPcL788ss853zhhRdo2LAhw4cPLzRjiKWlJSqVipSUlHyPj2vUqMGhQ4eIjIzk5s2bhQ4VyN1T/6BgNjddAKh7RJy7R9nNzY2GDRuSnJzMsWPHOHv2LGlpaQXeNJjyW3bw4EF9uSdNmsSwYcP029q0aUPDhg159dVX8/VKmyItLa3AdqwgNjY2+Xq9Pv74Y4KCgkhISODbb79l7dq1ZGZmMmPGDLRaLZ6ennzwwQf6/a2srLCystKfR/ebkltxXbMA06ZN0/8OtWzZMt/2zMxMPDw8+O233/LUsaFDh2JhYcEPP/yAWq3m+PHjeYbgFFf9MMatW7f079uuXTu+//57/Q2cs7Mzs2fP5uOPP8739ERnw4YNpKWlYWlpydy5c/M8tXN2dsbHxwd7e3vmz5+PWq0mMDCQ5557Tj8hPPdnvH9yXVhYmP7G9vXXX2f06NF5zv3MM8/QsGFD+vXrR2ZmJsePH6dHjx4Gf3bpQTVSTEwM7du3z/e/Dh060KNHD0aPHs1vv/1Gamoqbm5uzJkzRz9gX+fEiRP6HrkJEyYUWIFVKpV+3F9ISAj//vvvA8umUqkYMmQIXbt21d+53q9OnTr697t7965Rn70giYmJ+saxT58+eYJTHYVCweTJk/WP7u4fY6jzzDPPFDhZxNXVVT8eKDo6Os+2zMxMoPDPMmDAAH788UfWrVuX59Fhbt26dcsTnOq0a9dO/4NqbA8qwODBgwtMrt6zZ09q164NYHKS/6pVqxb4uK9s2bL6G5DQ0FAuXryo37Zx40Yg56Yh949/bj169KBmzZpATt5TQ+kag9y9pZDTo6LRaKhTp45+fNP9vazHjh0DchoS3ff9sNdIcX1We3t7Bg0alO91W1tbfZB9f518EF3AdH/wZSpdz4qTkxOTJk0qcJ9mzZrpH9399ddf3LlzR79N1yt65MiRfEFLVlaW/vp+4YUXChz7dz9dQNuwYcMCA97y5cs/8FG17ru5vwdVN/5Qq9Uye/bsAtPfnDhxIs/TA91vxINoNBpat26tv9ktbCiS7vdco9EUGmSb8lum+94qVKhQ4E1rmTJlChy/bYohQ4YU2I4V9L9z587lO97FxUXfsxYZGckff/zBTz/9RExMDEqlkunTpxs9xr44r1lDFl7p379/gdegrncY8v7uF2f9MMahQ4dIT08Hcm5c7r8GFQoF7733XqGPzqtXr07fvn155ZVXCh1SlvvGUzdnxRAajYaXX36Zjh07MmDAgAL38fDw0L+vMecG6UEtdg4ODrRp04YWLVrQsWPHAhvW3Hf31atXL/RO9tlnn9X/GJ87d446deoU+d6NGjXKFwznlpKSQlBQkL4iF0dus7Nnz+rH4nTs2LHQ/ezs7GjdujU7d+7k7NmzaLXafBdaUZ/P1dUVIN/j4UaNGnH16lWOHDnCm2++yYsvvsjzzz+vH8rg4uKSp0evIIUtSmBtbU2ZMmVISEgwqhdGR/e4pyBt2rTh4sWLXLp0iXv37hU4G7ko909yy033yB1y/j61a9cmJSWFy5cvA1CzZs0ie0/q1atHcHAwgYGBBf6dCnvPTZs2ERoaSnx8vH7MtS5gbdq0KdnZ2Zw5cyZP/c/KytLvk7theJhrpDg/q7e3d6ENka5OZmdnGzURRzcWztDA6UF0AX+rVq2K7K3p0qULmzdvRqPREBgYqA8eu3fvzuLFi0lPT+fvv//O02N0/Phx/WNOQ3o+kpOT9ROZCuq50mnfvj3z588vdLujoyPR0dH5biqrV69Oz5492bZtG//88w8TJkxg9OjReHt7k5yczP79+1m6dCnlypXTP9o35u+S+ynM/bRaLeHh4dy4cUP/WmG/oab8lul6D5977rlCUxK2adMGCwuLR77kZEE6duxIt27d2LNnD3/88Ye+Po8aNcrohV6K85qtUaOGQSkdC/sb6f4+gD4whOKtH8bQ1Ytnnnmm0Ccu5cqVo1atWgU+5u/Ro0eR1258fHye44wZdlajRo1Cb4ohp45fvHhR/z0a+31IgGqk3LPaIeePeePGDdatW4efnx/JyclkZmbStm3bQhuL3HdlhszgBYxKK6PVarlw4QL//vsvERERREZGEh4eTnR0dJ5xO4WN4TFG7nLp0uAURrc9JSWF5OTkfEGZbmJDQXSNzP0/zLpZ5BEREQQEBOgb6+rVq9OiRQvatGlDo0aNivzBKirRuO44YxsEhUJRYK+sjm7Cllar5datW0YHqFWrVi10m7u7OzY2NqSnp+snUd28eVP/47Bu3bpCF5vIrbC/U0GaNWuGra0taWlpnDp1Sj+8RBd8NmnShMzMTH7//Xf9OFRbW1vOnTtHSkoKVlZWeYYjPMw1Upyf1ZA6CcbVD2dnZ27cuEFycrJ+GJCpUlJSuHfvHmD49QfkmVynW0717Nmz7NmzJ8/3revVq1Onjn4sWVHi4uL0vytFDV+oXLkySqWy0AZL17NV0FOPKVOmkJiYyN9//53vhgdykvdPmTKF8ePHA+SbtGeIhIQE/P39uXbtGpGRkURGRnL9+vV8N6qF/YYa+1uWlpam720r6nuztbXFw8Mj32RUY23ZsqVYlqz84IMPCAgI0KdMq1evnv4JjjGK85o19MlEYX+j3DekhV3XD1s/jKH7XatcuXKR+1WtWrXQcaiQE2yfOXOGkJAQIiIiiI6O5tq1a3mepjyMkJAQgoKCCA8PJyoqivDwcCIjI/Nc48Z+HxKgPiRLS0uqV6/OJ598QtWqVfn555/Zv38/sbGxzJs3r8AfR1N64ww9JiAggJkzZ+a5i9Nxd3enefPmHDx40KQyPKhcDxqzmvu7UKvV+X5YjE1BATk/MitXrmTVqlXs2rVLH9iEhoYSGhrKmjVrqFixIlOmTCm0R8fYFDSGsLOzK/Lz5L55SU5ONun8D9qenp6uv3M19e+dkpJiUIBqY2ND06ZNOXLkCP7+/nTv3p2YmBgiIiKwsbGhXr16aDQaLC0tyczM1I9D1T3eb9y4cZ5Hgg9zjRTnZzWlTj6Il5cXgYGBaDQaoqOjH9jw5HZ/QPsw119uPXr04OzZs5w8eZLExEScnJxITU3l77//BgybHAV563JRvbkWFhbY2dkVWvcLe8QPOXVt1qxZ7Nmzhy1btnD58mU0Gg2VKlWia9euDB48mNDQUP3+BWVQKUx6ejq//PKLfiWq3KysrGjQoAEqlUo/browxtYb3U0GFP29AUZljChpjo6OeHt76wPUsmXLmnTDVZzXrI2NjUHHmnJtF1f9MIaubjzocxVVLzZu3Mivv/6ab8iBQqHAy8uLmjVr6lPfGevq1at8/fXXBQ5DLFu2LE2aNOHChQsm5YKXALUYvfzyy1y8eJF9+/Zx/vx5pk+fzrfffptvP90PkKurq8mVoiD//vsvb7/9NpmZmahUKtq1a0ft2rXx8vKiWrVq+h/qf/75p9jeM3ejqFariwyccjeKpvRqFFWGsWPHMnbsWMLCwjh16hSnTp3i9OnTqNVqoqOjmTx5MkuWLHngMIniUlTKD0A/UxKK7sEtzP2PBws7v+5HK3ej99FHH5XI0rutW7fmyJEj+l5T3f/XrVtX/+Nau3ZtgoKC9HkQC0sv9TDXyKP4rA+jcePG+vFz/v7+BgeoWVlZ9OzZEy8vLzp16sSAAQPyXX9FKer669SpE7NmzSI9PZ0DBw7Qt29fDh8+rJ9cUdiY9vvl7vHMXccLUtQQh6J6UCGnYX3hhRcK7V3XTRZVKBRG3QB8+umnHD58GMgZPtKyZUuqV69O1apV8fLywsrKig0bNhRrAALF9709ajt27NDfZAL8/fff7Nixw6iJMFD6r1mdx1E/nJyciIiIeOBvfmFtztq1a/nxxx+BnE6q9u3b4+PjQ9WqValWrRoODg6EhoaaFItER0fzxhtvcO/ePSwtLfUTdatVq0bVqlX1kxhHjhwpAWppMHXqVAIDA4mLi+PAgQNs2bIlX7JbXV64hIQE1Gp1kT0fho4BBPj111/JzMzE3t6eFStWFPjDnJWVZVKPXWFyz6K9du1anvE799PlhbW3ty+04XlY1apVo1q1agwePJiMjAz+/PNPfvrpJ7KystiwYQPTp08vkfe9X1ZWFrGxsYXmANT1cCuVSpMSOhc1MSc6Olrfc6qrA7nL8aBJPcbUudx0Y1/j4uK4du2afuxU06ZN9fs0bdqUoKAgzpw5Q0xMjL6nK/f409zlNeUaeRSf9WG0bt1aPwRj165d9O/f36Dj/vnnH+7cucOdO3f0E84cHBxwdHQkKSmJa9euFXl87rzM989+t7e3p127duzdu1cfoO7duxfIGUtq6E2Uu7u7foxkQU9xdOLj4/OM77tfUQGqVqslMTGxyDLpJklVq1bN4Mk6QUFB+uBj4MCBeWah52bsRA9D2NjY4OLiwp07d4r83rKzs0vNqoSxsbH88MMPAPrFTE6ePMkPP/xA06ZNjcp/WtqvWXh89aN8+fJcuHBBn1u2MAVN5E1LS2PJkiUABWZD0TG1zL///jv37t1DqVSyaNEi6tWrV+B+96frMpTM4i9mDg4OefKG/fLLL8THx+fZR5faKTs7u8jeTH9/f9q2bcvAgQMLTSGRmy6/YosWLQrtNQgICNCPCbl/fI0pF339+vX14zR1s30LkpaWpr/TLqwSGysqKoq33nqLF154gSNHjuTbbm1tzdChQ/WJyY3Jh1gccvcs3E/3d2/atKlJaUjuz3Ga28GDB/X/rZs05+zsrB8T+/fffxc5FujNN9/khRdeYMKECXn2e1D9cHd312ct8Pf318/+zT1DVBesXrx4UV+nvb298yVef5hrpDg+a0lycHDQz6gPCgoyKJNDRkaGfpUupVKZJz2RLrfk0aNHi+xl0X0/CoWiwGtQ1+t15swZbt68qU+WbkxvmEql0mfy0DXmBSnq2oCcdGz+/v76a1fH39+fVq1a0bVr1zyP8XOLj4/Xp74pLA1RQXLnpy2qBy93porirDO6medHjx4tdKJKQEDAA3vSHpWvvvqK5ORk7OzsmDp1Kh999BG2trYkJycXmu+6sN+Q0n7NwuOrH7qhadHR0fonA/fTTYC+X1hYmL5DqmfPnoW2NbnLbMx4et17+vj4FNqu61LCGXtukAC1RLRu3Vr/SCw5OZnZs2fn2d6mTRt9T+P8+fO5fft2vnOo1Wrmzp1Leno6UVFRBj2a1o39uXHjRoEVISEhQX/HC/ln692/QpMhypYtq28EtmzZUmBKEoCffvpJP/6ld+/eBp37QcqVK8fly5e5c+cO69evL/AzJyUl6XscjHnUVxx+++23Au9Mt2zZop/p3LNnT5POHRgYqO/hyi0qKorly5cDOUFe7slUuqDm+vXrhSaX3717N2fPnuXOnTt4enrmaVAMqR+6XtTt27frF27IXXfr16+PjY0NmZmZ+tx+9z/e1732MNfIw37WkjZmzBh9Tt6vv/66wL+lTlpaGp988om+B3Tw4MF56rLusyYmJvLzzz8XeI5z586xdetWIKfBK2hcZvPmzXFzcyMrK4vZs2eTmZmJo6NjnqwQhnjppZeAnNW2Nm3alG+7boleU9SqVUt/Q1xQujqNRsP3339Peno6tra2BvdOA3nGThbWG71x40YCAwP1/y7Ox+267+3OnTsFLhmcnp7OvHnziu39HsbGjRv1NzBvvvkmFStWxNPTUz/L/eTJk/q0UbnpfkMK+t5K+zX7uOpHu3bt9E8SdNfl/RYsWFDg0JDcv9mFlfnixYusXr1a/+/7z1/U777uO7l582aBN05paWn6nMtgXIYAkAC1xLz77rv6wdsHDhzI0wtkbW3NlClTgJzZtK+++ipbt24lNjaW+Ph4fcokXdqNESNGPHBpP/j/HXhoaCifffYZly9fJiEhgRs3brB+/XqGDx+ep5LeP2Yt9wouBw8eJDY2tsDA4H4TJ07E0dGRrKwsJk6cyO+//05ERASJiYkEBQUxefJkfUPVpUuXAvMDmsLa2lqfL/DkyZO8//77nDlzhvj4eGJjYzly5Ajjx48nOTkZpVJZaJ62khIbG8uYMWM4fPgwCQkJhIeHM3/+fP2qVk2bNqVbt24mnVupVPLFF1+wdOlSoqKiuHPnDrt372bs2LEkJSVhY2PD5MmT8xzTr18//aPh+fPn88UXX/Dvv/+SmJhIWFgYv/76KzNmzABybjxef/31PMfnnh3r5+dHQkJCvuEiumBGV3cbNGiQZxKatbW1/k5bN3v0/sf7uv0e5hp52M9a0sqWLct3332nn8z26aefMmHCBPbv38+NGzdISkri+vXrbNiwgaFDh+p7I5s3b86ECRPynKt169b6lFF//vknH3zwAYGBgSQmJhIREcHvv//OxIkTyc7OxsnJKc8TntyUSqW+Pup+r7p06WL0JMIXX3xR3wP+/fffM3fuXMLDw0lISODvv/9mzJgxxMTEFBpcxMXFMXDgQAYOHJhnvW/ImTSlGzK1adMmfvrpJ65du8bdu3c5deoU48eP59ChQwC8/fbbRk2QatGihb5Ms2fPZteuXfr6plvV7Pvvv89zjKHJ7g3RuHFjffaLP/74gy+//JLQ0FASExM5deoUb775JpcuXXqorA86ukT9hv4vd2ARGRnJ3LlzgZzsDrkXMBk2bJj+KcrcuXOJjIzM876635DQ0FDOnTtHQkKCfqhHab9mH1f9KFOmDBMnTgRy0gaOGzeOgIAA/SIon3/+Ob6+vgXWi+rVq+uHkG3atIlly5bpr8VLly4xb948xo4dm2e4zf1lzv27v3PnTu7cuaN/ZK+LORISEpg8ebJ+8YbIyEi2bt3KyJEjTV40A2QMaolxc3NjwoQJzJw5E4Dvvvsuz0zlDh066Ct0bGxsoY9E+vbty9ixYw16zwkTJnDu3Dlu3brF3r17C+yVadiwIba2tpw4cUK/2ouOjY0NDRo04Ny5c5w4cYKXXnoJa2trDh06VOSMx4oVK/LLL78wZcoU4uLiWLBgAQsWLMi3X48ePfKsclMcXnvtNUJCQvj777/1azXfz9ramo8++qjApPklqXv37uzatavAsUrNmjUrcAKdoV577TV8fX1ZvHgxixcvzrNNpVIxc+bMfOuPW1lZMWfOHD788EOCgoLYuXMnO3fuzHduNzc3fvjhh3yNe5MmTfSpgb7//nu+//57XnrpJaZNm6bfp06dOvqxdLpj7te0aVP9+FQ3Nzd9o3S/h7lGHvazPgoNGjRgyZIlfP7554SGhuLv759n2cjcLCwsGDBgAJMmTSrwWvziiy/QarUcOnSIw4cPF/h4vXLlysycObPIsYE9evTI05ti6Oz93BQKBd999x2TJ08mMDCQlStX5lui86233uL3338vsNdHl7oPKHBM+4QJEwgNDeXMmTOsWbOGNWvW5NluYWHB2LFjGThwoFHlrlatGq+++irLly/nzp07+YJjyPmNHDZsmP4pRXh4uH7RjeIwdepUUlNTOXToENu2bcu3HGqfPn0ICgrKM57YFMauXvfuu+8ydOhQNBoN06dPJzU1FUtLSz799NM8KfwsLS355JNPGDVqFKmpqUyfPp1Fixbp92nevDl79+5FrVbrr9kvvviCF198sdRfs4+zfvTq1Yu7d++yYMECAgMD8y3Y4OPjg4+PD9u3b8/zulKpZOrUqXzwwQdkZWWxaNGiAnvn+/bty9GjR4mLi8u3Ulnt2rVxcHAgOTmZ5cuXs3z5cpo2bcqCBQt45ZVXOHLkCGFhYYX+flWvXp3q1auzd+9ebt68SVZWlsEZFCRALUF9+vRh586d+klTCxcuzNOr1bt3b5o1a8b69evx9/cnJiaG9PR0XFxcqF+/Pn379qVZs2YGv1+FChVYuXIlv//+O0ePHiU2NhatVkvZsmXx9vbmhRdeoHPnzuzatUufO/TKlSt4e3vrz/HNN98wZ84cTp06hVqtxtnZmdjY2EJXoNCpXbs2GzZsYOPGjRw6dIgbN26QkZFBuXLlqFu3Ln369NH3qhQnKysrZs2axb59+9i1a5e+19ja2hoPDw+aN2/OoEGDHvnjfcgJIrt27crKlSsJDg7GysqK6tWr06dPHzp37vxQKYyqVq3KqlWrWLx4sT6ZupubG61bt2bkyJGFBiGurq4sXrxYfwNz6dIlEhMTsbGx4ZlnnqFt27YMGjSowPQ+VapU4fvvv2fp0qVcu3YNCwuLfHfECoWCVq1a6RvWwgJUndatWxf5mO5hrpGH+ayPio+PD6tXr+bw4cMcOnSI4OBg4uLiSEtLw87OjkqVKtGkSRN69epVZJ5TOzs7vv/+e44cOcK2bdu4cOECCQkJODo6UqVKFbp27Ur37t0fmD2jRo0a+Pj4EBISQuXKlU0eL+7k5MSCBQvYsWMH27Zt48aNG2RnZ+Pt7c3QoUPp0KEDv//+u0nntrW1Zd68eWzZsoWdO3cSFhZGeno6bm5uNGnShCFDhvDss8+adO633nqLmjVr8ueffxIcHExKSgq2trZUrFiRZs2aMXDgQDw9Pdm9ezc3b97kwIEDBufpNfSzffvttxw4cIA///yT0NBQ0tLSqFq1Kv369aNPnz4mL41cHFavXq1/hP3KK6/kGyMMOcMwBg8ezJo1awgMDGTNmjX6pYJfeuklEhIS2LJlC7GxsahUqjyrAJb2a/Zx1o9XXnmFpk2bsnr1ai5cuMCdO3fw8PCgU6dOjBo1St+rfb9WrVrx+++/s2LFCv3wCCsrK33b3K9fPxo0aMD06dPZsWMH//zzT56FR5ycnPjpp5+YN28eISEhaDQa/Y1lmTJl+O2331i5cqV+CeLs7GwcHR2pVq0aXbp04cUXX+TChQvs3btXPxeloKdmBVEkJCQ8ulHGQjzltm/frn8MtWHDhiIT6gshhBCiYDIGVQghhBBClCoSoAohhBBCiFJFAlQhhBBCCFGqSIAqhBBCCCFKlVI9i//ChQuMGTOG+fPn55sNHBMTw8KFCzl16hTJycnUqFGDV199tcDZYaGhoSxcuJDz58+Tnp5O7dq1eeONN/QrsOQWFBTEokWLCA4ORqvV0qhRI8aPH69f5SK3f/75h99//52wsDAsLS15/vnnGT9+vFFLvAkhhBBCiLxK7Sz+8PBw3nzzTeLj41m4cGGeADU+Pp7Ro0eTlJTEoEGDKFeuHFu3biU4OJgZM2bkSetw7do1xowZg42NDf3798fe3h5fX19u3rzJvHnz8qQ+CggI4O2336ZChQr07t0bjUbDunXrSEtLY/ny5XlmZO/evZvPP/+cmjVr0r17d5KSkli7di329vasWLFCv0qMEEIIIYQwTqkMUA8ePMjXX3+tXxrz/gD122+/ZfPmzSxZsoT69esDOcvAjRo1ilu3buHn56fP9zdp0iQCAgJYt26dPpdnQkICL7/8Mg4ODqxbtw6FQoFWq2Xo0KH6QFO3ekJkZCRDhw6lSZMm/PTTTwCkpqbSu3dvypUrx2+//YaNjQ2Q0/v6+uuv069fv2JPSC+EEEIIYS5K3RjUd999lw8//BBXV1e6du2ab3t2dja7d++mXr16+uAUclZwGDJkCAkJCRw5cgSA27dvc/z4cdq3b58n0byzszO9e/fm2rVr/Pvvv0DOerRhYWH07Nkzz9JelSpVolOnTpw4cYL4+HgAjhw5QkJCAgMHDtQHp5CzznjDhg3ZvXt3sa7RLIQQQghhTkpdgHr9+nXGjRvHypUreeaZZ/JtDwsLQ61WU7du3Xzb6tSpA+SMXQX0wWdR++r20R1T0MopdevWRaPRcPHixTz7FnbelJQUrl+/XvQHFUIIIYQQBSp1k6TWr1+PtbV1odvj4uIAKF++fL5t7u7uAERHRxu8b1RUFACxsbEABU5wMua8uuOjo6PzLCH6KKWlpREdHU3FihWxtbV9LGUQQgghRMkwh3a+1AWoRQWnAMnJyQAFrimt+yOlpaUZva9uTXGVSlXovrr1Z4s6r+6Rv27foujeu7hlZGSQnZ1NRkZGiZxfCCGEEI/Po2jnH3fgW+oC1AfRarV5/r8gFhYWD9xHt+3+fQs65v5973+9IEqlstBtOtHR0WRnZz9wP1PpeoWFEEII8fQpqXZeqVQWmF7zUXriAlR7e3sgZ9b+/XQ9kg4ODsD/e0ML6qksrn11rxW2b1EqVqz4wH1MkZGRQWxsLB4eHg/skRZCCCHEk8Uc2vknLkDVBXUF3TXcP45Ut69uzGhuutcK2vf+saNF7Xt/IKrbVzdutSgl3X1ubW392LvohRBCCFEynuZ2vtTN4n+QKlWq4ODgoJ99n5vuNd1M/Nq1a2NhYaGfdV/QvrpUVboZ+QWd98KFCygUCv0+92cAuH9fBwcHvLy8jP5sQgghhBDiCQxQLS0t6dKlC+fOnSMoKEj/enp6OuvWrcPFxYWWLVsC4OrqSrNmzThw4IB+tj7kJOr38/PD29ubZ599FsgJZqtUqYKfnx+JiYn6fSMjIzlw4ABt2rTB2dkZgNatW+Po6Mi6devyDDUICgoiMDCQHj165BuvKoQQQgghDPPEPeIHeP311/n777+ZNGkSw4YNw8XFha1btxIaGspXX32VJ3n+O++8w+jRo3n99dcZOnQo1tbW+Pr6kpSUxDfffJPnvB988AGTJk1i9OjRDBw4kIyMDNauXYuNjQ1vv/22fj9bW1veeecdZsyYwdixY+nVqxd37txhzZo1VKhQgddee+2RfRdCCCGEEE+bUrnUqc7ixYtZunRpvqVOISd/6fz58/H39ycrK4vq1aszatQoWrVqle88ISEhLFiwgMDAQBQKBbVq1eLNN98sMCn/6dOnWbx4MZcuXcLOzo4GDRowbty4Ah/Z//XXX/zxxx+EhYVRpkwZmjdvzrhx4wrMpfoopaWlERERQeXKlZ/asSlCCKHRaEhKSpKV+4TZ0Wg0pKWlYWtra/QTWysrKxwdHUv9k95SHaAK00iAKoR42mVkZJCQkICTkxPW1tYoFIrHXSQhHhmNRkNGRgbW1tZGBZparZaMjAwSExNxdnYu1RkASnf4LIQQQhTg3r17uLq6YmNjI8GpEAZSKBTY2Njg6urKvXv3HndxiiQBqhBCiCeORqMxaEEUIUR+SqUSjUbzuItRJAlQn2Lp2TJ6QwghhBBPHglQn1LhqQrqbr7Lu8fucjY+o8hlWYUQQgghShMJUJ9SW2MtuZepZfllNR223aK1XxyLLiZzN710d+kLIYQQQkiA+hTK1GjZHps3xe2/d7P48GQiNdffZMzhOxyOTkcjvapCCCGEKIWeyET9omh/RWdyO7PgWa3p2bAxLJWNYalULaNkuLc9w2qoqGgvkw2EEOJJ888//7B9+3aCg4OJj49HpVJRu3ZtBgwYQJs2bUr0vaOjo+nTpw89evTg888/L3Lf7du3M2PGDD777DN69uwJwKxZs/D19WXgwIF88MEH+n0TExNZtGgRhw4d4t69e1SuXJnevXszcOBAg1IqNW/ePN9rutyfNWvWpF+/fsXy3YSHh/PMM8889HmKky7F5NNAAtSn0OrQNIP2u34vm68CkvjmbBJdPG0Y4WNPt8q2WFlIyhYhhCjNUlJS+PLLLzlw4AA1a9bkpZdews3Njbi4OHbs2MH777/P8OHDmThxYomVoWzZskyfPh1PT89iO+e9e/d4/fXXuX79Ou3bt6d58+aEhITw448/EhAQwLfffmtQWjFnZ2feffdd/b/T0tKIjY1l7969vP/++wwbNox33nnH5HJOnjyZlJQUFi5caPI5ilNycjLvvvsulSpVeuDNwpNCAtSn0OR6Khw18ey9bc29zAc/xtdoYU9kOnsi03G3s2BodRUjfFTUcLJ6BKUVQghhrK+//poDBw4wceJEhg8fnmfbq6++yqRJk1i1ahVVqlShd+/eJVIGOzs7unfvXqznXL58OdevX2fkyJFMmDBB/7qPjw/ff/89O3fupEePHiaX7dVXX+WDDz5gzZo1+Pj48OKLL5pUzr///pvGjRubdGxJSEpKIjAwkEqVKj3uohQbCVCfQg1cLPmoRiaz2niwJ0bLipAUjsdmGHRsXKqGny8k8/OFZJ73sGakjz29q9qispThykKIJ0eX7XGPuwiF2tfT/aGOP3HiBPv376djx475glMAa2trPv30UwYMGMD69etLLEB9WDY2NgB5Vjw8ePAgKpWKMWPG5Nm3X79+LFq0iM2bNxsUoBbG1taW6dOn07dvXxYvXkz37t1loYdSSgLUp5jKUsHQGnYMraHiSmImq0LUrLmq5laaYTP5j8dmcDw2gw9PKBhQTcVIHxUNXK3kYhZClHqnbmU+7iKUmJ07dwIwaNCgQvfx9PRkzZo1+cYjXrt2jWXLlnH69GmSkpJwd3enffv2jBo1CkdHRyDn8fWRI0fw8/PDw8Mjz/G6caOrV6/G3t6+wDGoZ86cYenSpQQHB2NlZUXXrl0LHKvp7OwMoH9fgNjYWGrUqJFvmW4LCws8PT0JDg5Gq9U+VDvk4uJCmzZt2Lt3L1euXMHHxwfIGTaxatUqDh8+TGRkJNnZ2bi7u9OuXTvGjh2LSqXizJkzvPXWWwAEBATQvHlz/bharVbL1q1b2b59O6GhoaSmpuLs7EyTJk1444038vwtLl++zKJFi7h8+TIJCQmUK1eONm3aMGbMGJycnPT7aTQafH192bp1K+Hh4VhZWVGvXj1effVVatWqBfx/fC/Ajh072LFjBwsXLqRJkyYmf0elgXSLmQlvJyumN3Pi4uDyrOroQrdKNhg61DQpU8tvl1Nov+0WbbbeYvHFZBIkXZUQQjwW//77L0qlknr16hW5n5eXF5aW/++HOnv2LCNHjuTo0aP06NGD9957jwYNGrB27Vpee+017t69C0CvXr3QaDTs2bMnz/mysrLYt28fNWvWxNvbu8D3PHLkCBMmTCAqKopXXnmF4cOHc/z48QLHauoCsdwBmUqlIiUlpcBzJyQk6NeRf1i68gcHBwM5n238+PGsWLGCxo0b89577zF+/HjKli3LmjVr+OmnnwCoWrUq06dPz/PfjRo1AuDHH3/k66+/xtnZmXHjxvH+++/TuHFj9u3bx3vvvadfuSkqKopx48YRFRXF0KFD+eCDD2jWrBkbNmzg3XffzZO3/LPPPuOHH36gcuXKTJo0iZdffpnw8HDGjRvHoUOHAGjUqJF+vG3Dhg2ZPn06VatWfejv6HGTHlQzY2WhoGcVO3pWsSM6JZs1V9WsDEnhRnK2QcdfuJPJlJOJTDudSK8qdozwsad1eWsspFdVCCEeiVu3buHk5ISVleHzBDQaDV999RVarZbffvsNLy8vAAYMGECjRo345ptvmDt3Lp999hktW7bE1dWVXbt2MXLkSP05jh49SkJCAmPHji3wPbRaLbNnz0alUvH777/j4uIC5Dyef+WVV/IFnrrANHcPav369Tl69Cj//vsvderU0b9+8eJFbt68CUB6errBn7swuvfWBeXHjh3j4sWL+iBQZ9CgQfTu3Zt9+/bx8ccf4+rqSvfu3fn8889xcXHRj3NNSEjA19eXNm3aMGvWLP3xAwYMQKPR8NdffxESEkLNmjU5ePAg9+7d45dfftF/xj59+mBvb09AQAC3bt3C3d2d/fv3s3fvXt5++21GjBihP+fQoUN55ZVX+OGHH2jbti2enp60a9eOH3/8EU9Pz2IfF/y4SA+qGator2RygzKcHeCBXzc3BlSzw9rAGpGeDb5hqfTaHU+TP2P5IfAeN9WGBblCCCFMp1Qqyc427vf28uXLRERE8MILL+iDU53evXtTuXJlDh48SHZ2NpaWlnTv3p3Q0FBCQkL0++3cuRMbGxu6detW4HuEhIQQHR1N9+7d9cEpgIODA/3798+3f0GP+EePHo2FhQVTpkxh//79REdHc/jwYT766CP9fkrlw6dFzMrKAtAPFWjbti379u1j4MCBefa7ffs2jo6OqNXqIs/n7OzMwYMH9b2rOvfu3dMPV9CdQzdsYt68efj7+5ORkTNH5J133mHFihW4u+eMUd67dy8AHTt2JCEhQf+/jIwMOnToQGJiImfPnjX5OyjtpAdVYKFQ0K6iDe0q2nD3OQ0bQtX8EZLCxbtZBh1/7V42XwYk8fXZJLpWsmWEt4qukq5KCPEYNSv39GYhcXd358aNG2RkZGBtbW3QMZGRkQBUq1Yt3zaFQoGXlxcREREkJCTg6upK7969WbVqFTt37sTHx4ekpCSOHj1K+/btKVOmTJHvUVAezoLet6Ae1Dp16jBr1ixmzpzJxx9/DOTMyH/ttdeIiorCz88vz/6m0vWc5g6krays8PPzIzAwkKioKCIjI0lMTEShUBi0XLi1tTXHjx/nyJEjREZGEh0dTWxsrD4I1p2jY8eOvPTSS2zfvp0zZ85gY2NDw4YNadWqFS+++KL+8924cQOAvn37Fvqeul7lp5EEqCKPsjYWvFHbgbG17Dkbn8nKKylsDEs1OF3V7og0dkek4WFnwdAaKkZ421PdSaqZEOLRetiZ8qVZo0aNuHbtGkFBQTRt2rTQ/b788ksyMzPz5EItbHKRbnykLuCtUqUK9erVY8+ePbz99tvs3buXjIwMevXq9cDyFRTMFfRaQWNQAVq3bo2fnx9XrlwhKyuLGjVqYGdnxxtvvIGHh4fBQXlRLl68CKCfaBQXF8fYsWOJi4ujcePGNGjQgL59+1K3bl2+/fZbzp07V+T5srKy+OCDDzh69Ci1atWiVq1adOzYkZo1a3L06FF+//13/b5KpZJp06YxevRo/vnnH06dOsXZs2c5efIkv//+O0uXLqVSpUpoNBrs7e357rvv8r2fRqMhKyuL6tWrP/R3UVpJ5CAKpFAoaFzOmsblrPmqmRN+11NZeUVtcLqq2FQNP51P5qfzybT8L11VL0lXJYQQD61r165s2rSJjRs3FhqgxsbGsnPnThwdHXFyctIn0w8NDc23r1ar5fr169jb2+fpHX3ppZf45ptvOHv2LHv27KFChQo0a9as0HLpek6vXbuWb1t4eHi+11xcXPD398/zWkBAANevX6dfv3764BFy8nxeuHCBzp07F/r+hrp9+zb+/v5UqVJFH+AtXryY6Ohofv75Z55//vl8+z/Ivn37OHr0KK+88grjx4/Ps2379u15/n3z5k0iIiJo3rw5gwcPZvDgwWRlZbFq1SoWLFjAn3/+yaRJk6hYsSI3btzAx8dHPxxCJzg4mJiYmHzZDp4mEi2IB7K3smCYtz27XiyHf193JtZ1oJyt4VXnWGwGb/5zl5rrY3j/eALn4g0LcoUQQuTXuHFj2rdvz4EDB1i9enW+7cnJyUydOpXs7Gxef/11rKysePbZZ/H09GT37t35Asht27YRGRlJx44d87zepUsX7OzsWL9+PUFBQfTo0aPI9E4+Pj5UqVKFXbt2ER0drX89LS0NX19fgz7b6dOn+fbbbzl16pT+Na1Wy9y5c8nKysozgckUmZmZfP3112RmZubJtZqQkACQLzvBgQMHiIiIAP4/bhVy0l7pep1zH1+jRo08x0dERHDgwAEA/bjh5cuXM2HCBC5cuKDfz9LSkrp16wL/H2Or+3vcnwEhOTmZTz75hI8//lg/flV3TO4yPemkB1UYxcfZihnNnJjWxJHdEWmsDElhf1Q6mgePACApQ8uy4BSWBadQz8WKkT4qBlZT4Wwj90lCCGGMadOmkZSUxM8//8yePXvo0KEDZcuWJTw8nB07dnD37l0GDhzIgAEDgJwA5pNPPuHdd99l1KhR9OvXj4oVK/Lvv/+yY8cOKlSokK/nz97eno4dO7Jjxw4UCgU9e/Z8YLk+/vhjJk6cyGuvvcbAgQNRqVRs376d5OTkfPteuXKFq1evUqNGDX1g2K9fPzZv3swnn3zC4MGDcXFx4fDhwxw7dowxY8boc5Y+SGpqKrt27dL/Oz09nZs3b7J//34iIiIYNmxYnsle7dq14++//2bixIn07t0bKysrAgIC2L9/PzY2NqSnp5OcnKzvyXRxceHKlSts3LiRRo0a8dxzz2Ftbc2cOXOIjIzEzc2N0NBQtm3bpg9s7927B8CwYcPYv38/7777Ln379sXT05O4uDj+/PNPHBwc6NOnDwA9e/bkr7/+YvPmzURGRtK2bVuysrLw8/MjIiKCt956i3LlygE5wySUSiUBAQFs2bKFFi1aUKFCBYO+q9JKkZCQYEBoIZ4kaWlpREREULly5UfS/R+Vks2aKymsvKIm3MB0VTq2SuhV1Y4R3jnpqmQRACGEIW7duqVvnM1VZmYme/fuZfv27URERHDnzh0cHByoU6cOgwYNyveoGnKCwmXLlhEQEEBKSgrly5enXbt2vPbaawVOfjp79ixvvPEGzZo1Y/78+Xm2RUdHF5io/9KlSyxevJjAwEAgJ/hr3bo1U6dO1Se1h5zH6kuXLmXMmDF5UleFh4ezcOFCzp49S3p6Ol5eXgwdOpQuXboY9L00b94832uWlpa4uLhQu3Zt+vTpQ8uWLfPts3HjRnx9fYmOjkalUuHp6Unv3r3RaDTMnDmT6dOn61M47d69m3nz5nH37l1effVVXn/9dfz9/VmyZAlXr14Fcmbrt2vXjk6dOjF8+HB69erFp59+qv87/Pbbb5w/f567d+/i6OhI06ZNGTNmDFWqVNGXKSsri7Vr17Jr1y4iIiKwsbHBy8uLIUOG0KpVK6ytrbGwyOnkWb16NX/88QdqtZoPP/yQl156qcjvqbRfQxKgPoUedYCqo9Fq+ftmOitD1Gy7kUqGkU8aqpVRMtzHnmE1VJRXPXwaESHE06u0N65ClCSNRqPP4qALUI1V2q8hCVCfQo8rQM3tTlo260NTWRmSwsUEw9JV6SgV5KSr8lHRtZItlpKuSghxn9LeuApRkswhQJUxqKJEuNgqeauOA2/WticgPpOVITnpqpKzHnw/lK2FXRFp7IpIo7wuXZWPPdUcpboKIYQQ5sDk2SlXr15l69at+n9v2LCBbt268eKLL7J27dpiKZx48ikUCpqUs+anVmUJHlKeea2dec7d8Bx2MakafjyfTOM/Y+m56xbrQ9WkGhDkCiGEEOLJZVKAGhQUxCuvvMLKlSuBnOXN5syZg0ajwdbWlp9//pl9+/YVa0HFk8/ByoLh3vbs7lGOk33debuuA25GpKs6EpPBG3/f5dn1N5l8PIHA25KuSgghhHgamRSg/v777zg5OenXnN29ezeQk6vL19eXhg0bGpzzTJinZ52t+LKZExcHleePDi508bTB0JGmSRlalgan0G7rLdptjWPppWQS0p+e3G9CCCGEuTMpQD1//jyDBg2idu3aAJw4cYLKlStTo0YNlEolnTp14sqVK8VaUPF0slYq6F3VDt+ubpwf6MHHjcpQ2cHwGfyBtzOZfCKRmutv8sbfdzgSk27QmslCCCGEKL1MClDT0tJwdXUFcpYACw0NzbPcmm5FAyGMUcnBkikNHQkc4MHmrq70rWqHtYE1NC0b1oem0nNXPE03xfJT0D1i1cblZBVCCCFE6WDStOgKFSpw48YNAP755x8UCgUtWrTQbw8ICMDd3b14SijMjoVCQQdPWzp42nI7V7qqSwamqwpNyuaLM0l8GZBEt8q2jPBW0UXSVQkhhBBPDJMC1Oeff54NGzaQmprKvn37cHBw4Pnnnyc+Pp7ffvuN/fv351njVghTudoqGVfHgbdq23MmPpMVISlsMiJd1c7wNHaG56SretlbxXBve7wkXZUQQghRqpn0iP+tt96iefPmbNy4kezsbKZNm4aNjQ3R0dH8+eefPPfccwwfPry4yyrMmEKhoGk5a375L13V3FbOtDAyXdUPQck0+jOWl3bdYoOkqxJCCCFKrYdaSSohIQF7e3usrKwAUKvVXL16lfr16xdbAYXxSsNKUo9KcEImK0PUrLuq5raRM/mdrBUMqq5ihLeK+q6GB7tCiMevtK+CI0RJMoeVpB56qdO0tDRiY2Px8PB4qC9KFB9zClB1MrK17IpIY2VICn9FpWNspW7oasUIHxUDqqlwMnRmlhDisSntjasQJckcAlSTW+KoqCjeffddOnbsyODBgzl//jwBAQEMGzaMwMDA4iyjEA+kS1e1sasbQQM9+KhhGSrZG55N4tztTN4/nkjNdTG8+fcdjkm6KiGEEOKxMSlAjY2NZdSoUZw+fZoGDRroX9doNFy/fp1JkyYREhJSbIUUwhiVHSz5qFFOuqpNXV3pU9UOKwNremq2lnWhqby4K55mm+L4+bykqxJClC6LFy+mefPmD/zfnDlzTDp/REREMZe45EyfPp3mzZsTHR1t0vG67/LMmTMmlyE8PNzkY0XhTJrOvHjxYjIyMlixYgVly5alW7duADRv3pw//viDcePGsXz5cmbOnFmshRXCGEoLBR09benoaUt8rnRVwQamq7qalMXnp5OYcSaJFyrbMtLHnk6eNpKuSghRKvTt25eGDRsWur1q1apGn3PFihUsWrSIo0ePml4wMzJ79myOHj3K5s2bH3dRnjomBajHjx+nX79+eHl5kZCQkGebt7c3/fr1Y8eOHcVRPiGKhZutkvF1HBhX257Tt/5LV3UtlRQD01XtCE9jR3gaFVQWvFzDnuE+KqqWkXRVQojHp169enTv3r1Yz3ns2DEyMzOL9ZxPs3/++edxF+GpZVILm5iYSOXKlQvdXr58eRITE00ulBAlRaFQ0Mzdmmbu1nzTwonN13J6VU/dMuwH+aZaw+yge8wOukfbCjaM9FHR8xk7bC2lV1WI0sRuxrjHXYRCpX624HEXQYhSz6QA1d3dnbCwsEK3X7hwATc3N5MLJcSjUMbKgpE+9oz0sefS3UxWXklh3dVU7hiYrurvm+n8fTMdZ+uEnHRVPvbUc7Eq4VILIQyhDL34uItQauzZs4dp06bRqFEjfv31VxSKnBvq8+fPM3bsWHx8fFi2bBktW7bUH9O8eXN69OjB559/DkBcXBxLly7l2LFj3LlzBzc3N9q2bcuYMWNwdnbWH9e7d2+qVatGvXr1WLVqFVqtlvHjx2Nra8uMGTP49ddfOXLkCHv37uXu3btUrFiR/v37M2TIkDxljoyM5I8//sDf35/4+HiUSiXPPPMMvXv3ZuDAgSZ9DwcPHmTFihWEhobi6OhIr169yM7OP8cgKyuLdevWsW/fPm7cuEFGRgaurq4899xzvPXWW7i4uBAdHU2fPn3yfF9jxoxh7Nix+vfatGkTwcHBJCcn4+DgQL169Xj99depVauWSeU3NyYFqO3bt2fTpk1069YNT09PAH2F37dvHzt37jS5AgnxONQqa8U3zZ35vIkTu8LTWBGSwsFow9JVJWRoWXwphcWXUmjkZsVIb3v6VbOTdFVCiBKlVqvzDbPLzcnJCYVCQbdu3Th69Ci7d+/G19eXQYMGkZyczLRp07C1teWbb77B0tKS6dOns3z5cq5fv8706dP17XtUVBRjxowhMzOTvn37UqFCBa5cucKmTZs4fvw4y5YtyxOknj17lsuXL/PGG2+QkJBAs2bNOH/+PAAzZszAzs6OoUOHYmlpycaNG5kzZw729va89NJLAERHR/Pqq69iZWVFv379cHd3Jz4+ni1btjBr1izKlCnDCy+8YNR3tWnTJr799luqV6/OG2+8QVpaGr6+vqSnp+fbd+rUqfz999/07NmTPn36kJGRwbFjx/Dz8yMmJoa5c+dStmxZpk+fzo8//gjAu+++S40aNQBYt24dc+bMoUmTJowZMwYrKysuXbrEjh07CAoKYuvWrahUKqPKb45MClBHjx7N0aNHGTt2LFWrVkWhULBkyRLmzJlDWFgY7u7ujBo1qrjLKkSJs1Eq6ONlRx8vO8KTs1h9Rc3qK2oiUwybyX82PpOz8Ql87J9IHy87RvqoeM7dWn8DJ4QQxWX27NnMnj270O1//fUXZcqUAWDKlCkEBgYyf/582rRpw8KFC4mOjuabb77RB6Ldu3fHz8+P69ev5xnbOnv2bNLS0li5ciWVKlXSv96hQwcmTJjAokWL+PDDD/Wvq9Vqvv76a1q1aqV/TReg2tvb8/vvv+sX+Gnfvj29evXCz89PH6CuX7+epKQkVqxYQc2aNfO835AhQ9i3b59RAWpKSgpz586lcuXKLF++XJ8fvGfPnrz88st59g0JCeHw4cMMGjSIyZMn618fPHgwr776KidPniQxMREnJye6d+/Or7/+qv/uALKzs/ntt9949tlnmTdvHkrl/9MdlilThlWrVnHy5Ek6dOhgcPnNlUkBqoODA8uWLWPhwoXs27cPrVbLuXPnUKlUdOvWjbfffjvP3ZQQT6JnHCyZ2siRKQ3KcOhmOitCUtgZnkamASMAUrO1rL2qZu1VNd5OlozwVjGkhgp3O8NzswohRFGGDx/Oc889V+h2Ozs7/X87ODgwY8YM3nzzTSZMmEBERAR9+/alc+fORb7HvXv3OH78OM8//zwODg55emx9fHzw9PTk4MGDeQJUa2trWrRoUeD5OnfurA9OATw8PHBxceH27dv619555x1GjhyJq6ur/jWNRqN/HK9Wq4ss8/38/f1JSUlhzJgxeRav8fDwoHv37qxfvz7PZzp48GC+5Pd37tzRB/upqak4OTkV+F5KpZIdO3aQmpqaJzhNTU3F0tLSpPKbK5OnIZcpU4YpU6YwZcoUEhISyM7OpmzZsrKSlHjqKC0UdPK0pdN/6arWXVWzMkTN5UTD0lVdScziswLSVSklXZUQJSa7eu3HXYQSV61aNZo3b27w/g0aNGDYsGGsXLkSDw8P3nvvvQceExERgUaj4ejRo3Tt2rXQ/dLS0vTBn7Ozsz4Yu1/uoFPH2toajeb/d/4KhYKsrCwWL15MSEgI0dHRREZGkpaWBmD0IipRUVEABU7urlatWoHl2bt3L/7+/kRFRREVFcXt27f1T8Jyl7UgVlZWnDt3jv379xMZGUlUVBQxMTH6cssiMIYpljw5zs7OZGdnc/z4cZRKJc2bN5dAVTyV3GyVTKhbhvF1HDh1K4MVIWo2G5iuKksL28PT2B6eRkWVBcO87RnuLemqhCgJMlM+v6ysLM6ePQvkTHo6d+5coT2dOrpey44dO9KvX79C98sdkObuObyfIbHBqVOneO+997C2tqZp06a0a9eOatWq0aBBA3r27PnA4wtTUGB4f7CZnJzM+PHjCQ4OpkGDBtSsWZPu3btTu3Zt1q1bx65dux74PjNnzmTz5s14eXlRt25dWrZsiY+PDzdu3OD77783ufzmxqSWUavVsmDBAq5du8bs2bPJzs7mjTfe4MKFC0BOF/mCBQtwcHAo1sIKUVooFAqau9vQ3N2Gmf+lq1oRksJpA9NVRas1zA68x+zAe7T7L11VD0lXJYQoQb/99hsXLlzg9ddfZ9OmTUyfPp01a9YUOSSvYsWKAKSnpxfYW3v48GEcHR0L7TE1xcyZM7GxsWHdunV5MgLFxcWZdD5dz+m1a9do165dnm33r5q1fv16Ll26xEcffZQvIM89DKEw586dY/PmzXTr1o0ZM2bkmX+gG4crDGNSN+eaNWtYsWIFKSkpABw4cIDz58/Ttm1bRo0aRVhYGL///ntxllOIUkuXrmp/T3eO9XHnrdr2uNgYfmkdvpnO6MN3qbn+Jh+eSODCHUmSLYQoXkFBQSxfvpxGjRoxZswYPvzwQ+Lj4/nmm2/y7Kfr4dT1LLq6utKgQQOOHz9OYGBgnn2PHz/OBx98wIoVK4q1rAkJCZQtWzbfcADd+xSUGqooLVq0wNHREV9fX+7du5fnfbZv355nX10Od92MfJ2goCACAgLyvb+FhUWeXljdGN3q1avnCU4TEhLYunUrkNOTLR7MpFueXbt20axZM+bOnQvk3EFZW1vzxRdfoFKpSExM5ODBg0yYMKFYCytEaVe7rBUzWzjzRVMndoansiJEzSEj0lUtupTCokspNHazYqSPPf287HCUdFVCiAKcP3++yMfpdnZ2tG/fnpSUFD777DOsrKyYNm0aCoWC9u3b061bN/bs2YOfnx+9e/cGwMXFBchZ0rxx48Y0b96cDz/8kDfeeIPx48fTp08fqlevzvXr19m0aRNOTk5MnDixWD9X27Zt2blzJx988AGtWrUiLS2NAwcOEBQUhLW1dZ4g0xC2trZ8+OGHTJs2jZEjR+rzl27atClfz2+bNm1Yv349n332GQMGDMDBwUGfIkqpVJKVlZXn/V1cXLh48SKrV6+mfv36NGzYECcnJ5YvX45arcbT05OoqCi2bdtGcnIygP7/RdFMClAjIiLo37+//u7g9OnT1K1bV5/Xy8fHR3+nIIQ5slEq6Ouloq+Xihv3slh9Vc3qEDVRasPu/APiMwnQpauqmpOuqoWkqxJC5LJ58+Yi14CvUKEC7du3Z9asWURHR/P+++/nSRM1efJkTp8+zZw5c2jcuDGVK1dm5MiRhIaGsmLFCi5cuEDz5s2pUaMGK1asYNmyZRw4cIBNmzbh5uZGp06dGD16dJErS5piypQpODk5cfDgQU6cOIGzszM1atRg4cKFbN68mX379hETE0P58uUNPmeXLl1wcnJi2bJl/Pbbb9ja2tKtWzcqV67MrFmz9Ps1a9aMr776ihUrVrBkyRKsrKyoUKECb775JtWqVeOdd97h+PHj1K6dMwnvjTfe4Ntvv2X+/Pl0796dadOmMXfuXObPn8+mTZvIzMzE3d2djh078vLLLzNw4ECOHz/O8OHDi/U7exopEhISjJ5O1rlzZ9566y369+9PSEgII0aMYOzYsYwePRqAVatWsWrVKnbv3l3sBRYPlpaWRkREBJUrV86TUkM8XtkaLQej/5+uyoB5VXn45EpXVU7SVQkzd+vWLcqVK/e4iyHEY6HRaMjIyMDa2trkSeml/Roy6VN5eXlx5MgRIOcOTqFQ6BPypqSksG3bNry8vIqvlEI8BZQWCjpXsmVFR1cuDS7Pl80c8XEy/CFGSGIW004nUWt9DCMO3GZfZBrZGklXIoQQ4uljUoA6aNAgjh8/TocOHdi0aRN16tShZs2aXLx4kYEDB3Ljxg2GDRtW3GUV4qlRzk7J23XLcLKvO3tedONlbxUqA2fwZ2lh2400Bu67TX3fWL4OSOLGPRl0L4QQ4ulh0hjULl26YGlpybZt2/Dw8OD1118HwMbGBnt7e9555x3atGlTrAUV4mmkUCho4WFDCw8bZjb/f7qqM/GGzeSPUmczS5euqqINI71V9Khih41SxqoKIYR4cpk0BlWUbjIG9cn3751MVl5JYX2omrvpxl2iZW0UDK6uYoS3PXVcrB58gBBPoNI+fk6IkiRjUE2g0WhITEyUCVJCPIQ6LlZ828KZS4Mq8Fu7srSvaGPwsXfTtfx6MYVWfnF02hbHH5dTuJdZ9NJ8QgghRGliUg9qamoqP/30E/v27SM1NbXQdWVPnDjx0AUUxpMe1KfT9XtZrL6iZvWVFKLVxgWc9pYK+nrZMcJbRXNJVyWeAqW990eIkiQ9qIVYvHgxW7ZsQaVS6WfrN2jQAE9PT7RaLTY2Nnz00UfFWlAhzF3VMpZ80tiR8wPLs6GzKy9VscXQlVFTsrSsuqKm2854ntscx9wL94hPM241FiGEEOJRMSlAPXz4MPXq1cPPz48ff/wRrVbL1KlT+fPPP5k5cyYZGRnFui6vEOL/lBYKula2ZWVHVy4OLs+XTR3xNiJd1eXELKadyklX9crB2+yXdFXiCVXY0zshRNGehGvHpAA1Li6Ozp07o1Qq8fDwwMnJiQsXLgDQsWNHOnfuzJYtW4qznEKIArjbKXm7Xhn8+7qz60U3htUwPF1Vpgb8rqcxYN9tGmyM5Zuzkq5KPDlsbW1JS0t73MUQ4omUlpZW6ocAmhSgKpVK/bKmAJUqVSIsLEz/78aNGxMZGfnwpRNCGEShUPC8hw0L2pQleHB5fmrpTGM3w2fwR6Zk8/25ezTcGEvfPfFsvqYmPbv032EL82Vvb09ycnKR8yCEEHlptVpSU1NJTk7G3t7+cRenSCY9h/f09OTq1av6f1esWJErV67o/52ZmYlarX740j3AjRs3+PXXXzl9+jRqtRpPT0/69u3L4MGD8wwajomJYeHChZw6dYrk5GRq1KjBq6++Stu2bfOdMzQ0lIULF3L+/HnS09OpXbs2b7zxBg0aNMi3b1BQEIsWLSI4OBitVkujRo0YP3481apVK9HPLURRHK0tePVZe1591p4LdzJZGZKTrioh48GNuBY4GJ3Oweh0XGwSGVzdjhE+9tQuK+mqROliYWGBq6srKSkpxMfHP+7iCPFIaTQafS+osZOkbG1tcXV1NXly1aNi0iz+RYsWsWrVKsaPH8+AAQPYvHkzP//8M3PmzKF69epMnDiR7Oxs1q1bVxJlBiA6OpqRI0eSnp7OwIEDqVixIocOHcLf359+/frpJ2nFx8czevRokpKSGDRoEOXKlWPr1q0EBwczY8YMXnjhBf05r127xpgxY7CxsaF///7Y29vj6+vLzZs3mTdvHo0bN9bvGxAQwNtvv02FChXo3bs3Go2GdevWkZaWxvLly6latWqJffYHkVn84n5pWVp2hKeyIkTN4ZvpRh/frJwVI3zs6etlRxmr0v2jJoQQTztzaOdNClDVajXjxo0jODiYffv2YWlpydChQ4mJidHv88EHH9C/f/9iLWxus2bNwtfXl6+//pouXbroXx83bhynT59mw4YNVK1alW+//ZbNmzezZMkS6tevD0B6ejqjRo3i1q1b+Pn5YWdnB8CkSZMICAhg3bp1eHp6ApCQkMDLL7+Mg4MD69atQ6FQoNVqGTp0KElJSaxduxYnJycAIiMjGTp0KE2aNOGnn34qsc/+IOZQcYXprt/LYtV/6apumpCuqp+XHSN8VDQrJ+mqhBDicTCHdt6krhCVSsWyZcuYNWsWZcqUwc7OjiVLltCzZ0/atGnDp59+WqLBKUB4eDgArVu3zvN6u3btAAgJCSE7O5vdu3dTr149fXAKOUuyDhkyhISEBI4cOQLA7du3OX78OO3bt9cHpwDOzs707t2ba9eu8e+//wJw8eJFwsLC6Nmzpz44hZyxuJ06deLEiRPyyEmUWlXLWPLpf+mq1nd2peczxqWrWnlFTdcd8Ty/JY55kq5KCCFECTD5WZ1SqaRNmzb6f5crV45PP/2UWbNm0bNnz2IpXFF0j9BzT86C/weu5cqVIywsDLVaTd26dfMdX6dOHQB99gFd8FnUvrp9dMfUq1cv375169ZFo9Fw8eJFoz+TEI+SpYWCbpVtWdXJlX8HlWd6U0dqOBo+LD04IYtP/0tX9erBO/wVJemqhBBCFA+jJkllZ2fz999/06FDh3zbtm7dSmpqKr17934k3c2vvPIKJ06cYMaMGUyePBlPT0+OHDnCpk2baNasGQ0bNuTYsWMAlC9fPt/x7u7uQM5YVshJnfWgfaOiogCIjY0FwMPD44HnLUpJpUjJyMjI8/9CPIiTBbzhbcXYGo6cvJXFmrB0toWnk2pA52imBrZcT2XL9VQ8VRYMqWbDkGo2VLZXlnzBhRDCDD2Kdv5xDx0wOECNjIxk4sSJREdHs2PHDlxdXfNs37ZtG+fPn2f9+vXMmjWL6tWrF3thc3Nzc+PNN9/kq6++Yvz48frX69evz6xZs1AoFCQnJwPox5jmpvvidUGiMfumpKQA5Em1df++qampD/wM0dHRZGeX3ONRXSAthDE8gQ884S0P2HPLEr9YJZeSDQs2o9QafriQypwLalo4a+hdPou2LtlYy7wqIYQodiXVziuVyseekcigADUhIYE333yTO3fu0KNHD5TK/I3Ve++9x5YtW/Dz82PSpEmsXbuWMmXKFHuBdf744w/mz59P5cqVmTBhAi4uLpw7dw5fX1/GjRvH3Llz9bnxisqRp0uzUNQ+um3371vQMffvW5SKFSs+cB9TZGRkEBsbi4eHB9bW1iXyHsI81PKCd4B/7+b0qm68lk5ipiHpqhScSFByIkGJi42CgVVtGFrdhppGrHglhBCiYObQzhvUWqxcuZLbt2/zww8/0LJlywL3qVWrFrVq1aJx48Z89tlnrF69mjfffLNYC6uTnJzM0qVLKVeuHMuXL8fR0RGADh06ULNmTT7//HOWL19Oo0aNgJxZ+/fT9YY6ODgA/+8NLeix+8PsW5SS7j63trZ+7F304unQpAI0qeDAVy20bL+Rysorav42MF3VnXQtiy6nsehyGs3LWTPCR0VfLzscJF2VEEI8lKe5nTeohThy5AidOnUqNDjNrVu3brRs2ZJDhw49bNkKFR4eTnp6Ou3bt9cHp7nf387ODn9/f30PZUFd4PePI9XtqxuLmpvuNVP2FeJpYmepYGB1FVtfcONsfw8m1y9DBZXhgab/rQzePppAzXUxTDx6l1NxGbIKkBBCiHwMalmio6MLXEmpME2bNtVPKCoJuu7sgsZvarVaNBoNWq2WKlWq4ODgoJ99n5vuNd1M/Nq1a2NhYaGfoV/QvrpUVbqZ/gWd98KFCygUigKzAQjxNPFytOTTJjnpqtZ1duHFZ2xRGpiuKjlLy4oQNV123KLlljgW/JvMbUlXJYQQ4j8GBag2NjZGndTOzg4rq5JbGrFatWpUqFCB/fv35+vF9PPzIz09nRYtWmBpaUmXLl04d+4cQUFB+n3S09NZt24dLi4u+l5hV1dXmjVrxoEDB/IE1wkJCfj5+eHt7c2zzz4L5ASzVapUwc/Pj8TERP2+kZGRHDhwgDZt2uDs7Fxin1+I0sTSQsELle1Y08mVi4PK80UTR6o7Gj6D/1JCFh/7J1JrfQyvHbzDgag0NNKrKoQQZs2glaRGjhxJrVq1mDp1qkEnnTlzJoGBgSW61OnJkyd57733cHR0pF+/fri6uhIUFMSuXbuoWrUqS5cupUyZMsTHxzNixAjS0tIYNmwYLi4u+qVOv/rqqzyrUIWGhjJ69GhUKhVDhw7F2toaX19fYmJimDdvHg0bNtTv6+/vz6RJk/D09GTgwIFkZGSwdu1aMjIyWLZsGVWqVCmxz/4g5rDChCjdtFotx2IzWBGSwtbraaRmGxdwVnZQMtxbxcs1VFRykIlVQgiRmzm08wYFqEuXLmXVqlVs3LgRNze3IveNjY1lyJAh9OzZk/fff7/YClqQ4OBgli1bxtmzZ1Gr1bi7u9OhQwdGjx6dZ5JSVFQU8+fPx9/fn6ysLKpXr86oUaNo1apVvnOGhISwYMECAgMDUSgU1KpVizfffLPApPynT59m8eLFXLp0CTs7Oxo0aMC4cePw8vIq0c/9IOZQccWTIyFdw5/X1KwMUXPudqZRxyqATp42jPCxp3tlW6wNHUMghBBPMXNo5w0KUOPj4xkyZAiurq7MnDmz0NxYV69eZdq0aURGRrJq1arH2otozsyh4oonU+DtDFaFqNkQpiYxw7heVTdbC4ZUVzHCR8WzziU3hEgIIUo7c2jnDQpQAf755x+mTp1KdnY2TZo0oX79+pQrV47s7Gxu377NuXPnOHfuHAAzZszI8+hcPFrmUHHFky01S8u2G6msDEnhnxjjV0Jp4Z6TrqpPVUlXJYQwP+bQzhscoELO4+/vvvtOP9Ndoch53KbValEoFDRu3Jh33nkHHx+fkimtMIg5VFzx9AhLymLVlRTWXFETk6ox6lgHSwX9q9kx0seexm5W+t8kIYR4mplDO29UgKoTGRnJhQsXiI+PR6lUUq5cORo1apRv+VPxeJhDxRVPnyyNln2RaawIUbM3Mg0j51VR29mSET72DK5uh4ut4VkEhBDiSWMO7bxJAaoo3cyh4oqnW4w6m7VX1awMSSHsnnH5Ua0toGcVO0b6qGhbwQYL6VUVQjxlzKGdlwD1KWQOFVeYB61Wy1F9uqpUjM3l/8x/6aqGSboqIcRTxBzaeQlQn0LmUHGF+UlI17AxTM2KEDVBd4xLV2WhgE4Vc9JVvSDpqoQQTzhzaOclQH0KmUPFFebtXHwGq67kpKtKMiFd1dAaKkZ4q/CRdFVCiCeQObTzEqA+hcyh4goBOemqtt5IZUVICkdNSFf1XK50VfaSrkoI8YQwh3ZeAtSnkDlUXCHuF5r4X7qqq2pijUxXVcZKQX+vnHRVjSRdlRCilDOHdl4C1KeQOVRcIQqTmStd1T5T0lWVtWSkjz2Dq6soayO9qkKI0scc2nmDAtS33nrL+BMrFCxYsMCkQomHYw4VVwhD3MyVruqakemqbJTQ85mcdFVtJF2VEKIUMYd23qC8KwEBAfleUygU+hWkXF1d0Wg03L17F61Wi62tLY6OjsVeWCGEMEYFlZL36pfhnXoOHI3JYGVICltvGJauKj0b/ryWyp/XUqmiS1flbY+nvSwCIIQQJc2kR/zBwcG89dZb9OvXj5EjR+Lk5ARASkoKq1atYt26dfz888/Ur1+/2AssHswc7qyEMFVCugbf/9JVnTchXVVnz/+nq7KykF5VIcSjZw7tvEkB6rhx43B0dOTbb78tcPvnn39OZGQky5Yte+gCCuOZQ8UVojici89g5RU1viakqyqnS1flo8LbSdJVCSEeHXNo502aAXDhwgWaNWtW6Pb69esTEhJicqGEEOJRaOhmzQ/POxM8uDy/tilLSw9rg4+9labhlwvJNNsUR/edt1hzJYWUTOOyBwghhCiYSWv/lSlThrCwsEK3X7hwgbJly5pcKCGEeJRUlhYMqaFiSA0VVxMzWXVFzZqrauIMTFd1PDaD47EZfHQykf7VctJVNXSVdFVCCGEqk3pQW7duzebNm9m6dSta7f8fi2VlZbFq1Sp27dpF586di62QQgjxqNRwsuKLpk78O6g8qzu60K2yLYYONU3K1LL8spoO227RZustFl1M5m669KoKIYSxTBqDmpCQwOjRo4mKisLBwYGKFSsCEBkZSUpKCjVr1mTRokVP7biI0s4cxqYI8ShFp/yXrupKCtdNSFf1UhU7Rnjb06aCtaSrEkI8NHNo501O1J+amsqqVas4ePAg0dHRAFSuXJnOnTszbNgwrKxk0sDjYg4VV4jHQaPVciRXuqp042JVqpZRMtzbnmE1VFSUdFVCCBOZQzsvK0k9hcyh4grxuN1N1+AbqmbFFTUXTEhX1eW/dFXdJF2VEMJI5tDOP1SAeuvWLY4cOcLNmzd56aWXsLOz49atW9SqVas4yyiMZA4VV4jSQqvVEng7kxUhajaGqUnKNO4n1d3OgqHVc9JV1ZB0VUIIA5hDO29ygLp+/XrmzZtHRkYGCoWCuXPnkp6ezuTJkxkwYACTJ08u7rIKA5lDxRWiNFJnafC7nsaKkBSOx2YYffzzHtaM9LGnd1VbVJYmzWEVQpgBc2jnTfoF/Oeff5gzZw716tXjo48+0s/kr1q1KvXq1WPjxo1s3769WAsqhBClncoyJ3n/rhfLcaqfO5PqOlDO1vCf2eOxGbz1z11qrovh/eMJnIvPyJMpRQghzIVJAeqqVat49tlnmTt3Lh06dNC/XqlSJRYuXEitWrX4888/i62QQgjxpPF2smJ6MycuDi7Pyo4udKtkY1S6qmXBKbTfdou2W2+x+GIyCZKuSghhRkwKUC9fvkzXrl1RKvPPQrW0tKR79+6Eh4c/dOGEEOJJZ2Wh4KUqdqzv4sb5geX5tLEjVRwMn8F//k4mU04m8uz6m4w9fIe/b6ajkV5VIcRTzqQAVavVYm1d+JKAmZmZZGcbmX9FCCGecp72SiY3KMPZAR74dXNlQDU7rA38FU7Phg1hqfTaHU+TP2P5IfAeN9XyOyuEeDqZFKBWr16dI0eOFLhNo9Gwb98+qlWr9lAFE0KIp5WFQkG7irYsbefC5SEV+K6FE7XLGr7y9LV72XwZkESdDTEM2X+bHTdSydRIr6oQ4ulhUoA6aNAgTp48yezZs7l+/ToA6enpBAcHM3nyZIKDg+nTp08xFlMIIZ5OZW0seKO2A0d7u3OgZzlee1ZFGSvDBqtqtLA7Io2XD9yh7oYYvjidSGhiVgmXWAghSp7Jaabmzp3LqlWrUCgUaLVaFP8t36fVaunVqxeffPJJsRZUGM4c0k8I8TRLydTgdz2VlVfUJqWralXemhHe9vSSdFVCPJXMoZ1/qET9//77L3v37iU8PByNRkPFihXp2LEjzZo1K84yCiOZQ8UVwlyEJGSy8oqatVfVxKcZN5Pf0VrBoGoqhnuraOhW+LwBIcSTxRzaeVnq9ClkDhVXCHOTka1ld0Qaq66ksD8qHWOHnNZ3sWKEj4qB1VQ420ivqhBPMnNo5x8qQI2KiuLWrVtoNAXf1Tdu3NjkggnTmUPFFcKcRSZnseaqmlVX1IQnGzeT31YJvaraMcLbntblrfXDs4QQTw5zaOdNClDDw8P56KOPCAsLK3K/EydOmFwwYTpzqLhCCNBotfx9M52VIWq23Uglw8hc/tXKKBnuY8+wGirKqwzPzSqEeLzMoZ03PK9JLnPmzOHatWt07tyZSpUqFZiwXwghRMmyUChoX9GW9hVtuZOWzfrQVFaGpHAxwbCZ/GH3splxJomvA5LoWsmWET4qulayxdLQJa+EEKKEmNSD2qlTJ3r37s3EiRNLokziIZnDnZUQomBarZaA+ExWhqSwMSyV5CzjfuLL21kwzFvFcG97qjma1IchhChh5tDOmzRSXqlUUqlSpeIuixBCiIekUChoUs6an1qVJXhIeea1duY5d8Nn8MekapgTlEzjP2PpuesWG0LVpBoZ5AohxMMyKUBt06YN//zzT3GXRQghRDFysLJguLc9u3uU42RfdybUccDN1vCf/SMxGYz9+y4119/kg+MJBN42PierEEKYwqRH/ImJibz11lt4enrSpUsX3NzcCtxPZvE/HubQ9S+EME1GtpZdEWmsDEnhr6h0jG0AGrhaMdJHRX8vSVclxONiDu28SQFqWFgY77//PtHR0UWmKJFZ/I+HOVRcIcTDi8iVrirChHRVvavaMcLHnlYekq5KiEfJHNp5k0bAz5o1i5iYGNq1a4eXlxeWljKQXgghnjSVHSz5sKEjHzQow+HodFaEqNkRbli6qrRsWB+ayvrQVKo7Khnhbc/QGio8JF2VEKIYmNSD2q5dO/r168ekSZNKokziIZnDnZUQomTczpWu6pKB6ap0lAroVtmWEd4quki6KiFKjDm08yZ1fdrY2FClSpXiLosQQojHzNVWybg6DrxV254z8ZmsCElhk4HpqrK1sDM8jZ3haZS3s+Dl/9JVeUm6KiGEkUwa4d6qVSsOHjxY3GURQghRSigUCpqWs+aX/9JVzW3lTPNyxqWr+iEomUZ/xvLSrlv4hqpJk3RVQggDmTxJ6p133sHb25suXbrg4uJS4DhUmcX/eJhD178Q4vEITshkZYiadVfV3E43bm1VJ2sFg6qrGOljTz0XqxIqoRBPP3No500KUFu0aPH/E8gs/lLHHCquEOLx0qWrWhGSwgET0lU1dLVipI89/avZ4WQt6aqEMIY5tPMmDQwaM2ZMcZdDCCHEE8RaqaB3VTt6V7UjIjmL1Vdy0lVFphiWrurc7UzOHU/gE/9Eele1ZaSPPc9LuiohxH9M6kH9559/aNSoEQ4ODiVRJvGQzOHOSghR+mRrtBy++f90VZnGjQCghqMlI3xUDKku6aqEKIo5tPMmBahdunThpZdeYuLEiSVRJvGQzKHiCiFKt/hc6aqCTUhX9ULlnF7VTp42kq5KiPuYQztv0iP+jIwMKleuXNxlEUII8ZRws1Uyvo4D42rbc/rWf+mqrqWSYmC6qh3haewIT6OCyoKXa9gz3EdF1TKSrkoIc2HSyPSXXnqJdevWcf369WIujhBCiKeJQqGgmbs1c1vnpKv6pZUzzcoZPoP/plrD7KB7NNwYS6/d8WwMk3RVQpgDk25HNRoNcXFxDBkyBE9PT1xdXVEq844XUigULFiwoFgKKYQQ4slXxsqCkT72jPSx59LdTFZeSWHd1VTuGJiu6u+b6fx9Mx1n6wR9uqq6kq5KiKfSQ6eZKvTECoWkmXpMzGFsihDi6ZCerWVXeE66qoPRxqerauRmxUjvnHRVjpKuSpgJc2jnTQpQRelmDhVXCPH0Cf8vXdVqI9JV6agsc9JejfRR8Zy7pKsSTzdzaOclQH0KmUPFFUI8vbI1Wg7dTGdFSAo7w9OMTlfl7WTJCG8VQ2qocLeTdFXi6WMO7bxBAeqOHTto1KgRFStW1P/bED169Hi40gmTmEPFFUKYh/i0bNZdVbMyRM3lROPSVVnel65KKemqxFPCHNp5gwLUFi1aMH36dF544QX9v4t6fKLVamUM6mNkDhVXCGFetFotp25lsCJEzWYD01XlVlFlwTBve4Z7S7oq8eQzh3beoAB1+/btNG7cWN+Dun37doNO3rNnz4crnTCJOVRcIYT5upepYfO1VFaEpHD6VqbRx7evaMMIbxU9nrHD1lJ6VcWTxxzaeYNuI319fXFwcNAHqBUrVsTLy4uyZcuWaOGEEEKI++VOV3XxbiYrQ1JYF6rmbrphvaqHotM5FJ1OWZsEBlXLSVdVR9JVCVGqGBSghoaGkpCQoP/3uHHjmD59Ot26dSupchlEo9GwceNGtmzZQkREBE5OTjRr1oy33noLd3d3/X4xMTEsXLiQU6dOkZycTI0aNXj11Vdp27ZtvnOGhoaycOFCzp8/T3p6OrVr1+aNN96gQYMG+fYNCgpi0aJFBAcHo9VqadSoEePHj6datWol+rmFEELkqF3WipktnPmiqRM7w1NZEaLmYHS6QcfeTdey6FIKiy6l0MTNihE+9vTzknRVQpQGBj3i7927N5aWlgwePBh7e3tmzJhB3759qVevXpHHlfQkqc8//5xdu3bRtm1bWrZsyY0bN9i4cSPu7u6sWLGCMmXKEB8fz+jRo0lKSmLQoEGUK1eOrVu3EhwczIwZM/TjagGuXbvGmDFjsLGxoX///tjb2+Pr68vNmzeZN28ejRs31u8bEBDA22+/TYUKFejduzcajYZ169aRlpbG8uXLqVq1aol+9qKYQ9e/EEIU5sa9LFZfVbM6RE2U2vh0VX3+S1fVQtJViVLKHNp5gwJUX19fZs+ebfCF+igmSR06dIgpU6YwYMAApkyZon99+/btzJgxg/Hjx/PKK6/w7bffsnnzZpYsWUL9+vUBSE9PZ9SoUdy6dQs/Pz/s7OwAmDRpEgEBAaxbtw5PT08AEhISePnll3FwcGDdunUoFAq0Wi1Dhw4lKSmJtWvX4uTkBEBkZCRDhw6lSZMm/PTTTyX22R/EHCquEEI8SLZGy8Ho/6erMnaFVJ9c6arKSboqUYqYQztv0CP+gQMH0rhxY65evUpmZiZffvklffv2pW7duiVdvkL9+eef2NvbM378+Dyvd+3alRs3bvDMM8+QnZ3N7t27qVevnj44BbCxsWHIkCF8+eWXHDlyhC5dunD79m2OHz9Ot27d9MEpgLOzM71792bp0qX8+++/1K1bl4sXLxIWFsarr76qD04BKlWqRKdOndi9ezfx8fG4ubmV/BchhBCiQEoLBZ0r2dK5ki23UrNZF5qTrirEwHRVIYlZTDudxPQzSXR/JiddVceKkq5KiEfB4Fwb1atXp3r16gAsWbKEli1bFjiG81HIzs7m3LlzNGvWDHt7eyDnbkKpVGJtba0PWq9cuYJarS4wkK5Tpw4AFy5coEuXLvz7778ARe6rC1AvXLgAUOAQh7p167Jz504uXrz42L4fIYQQeZWzU/J23TJMqOOAf1wGK67kpKtSG9CtmqWFbTfS2HYjDU+VkmHeKoZ7q6gi6aqEKDEmXV1+fn7FXQ6jREdHk56eTsWKFTlw4ABLly7l6tWrKJVKmjZtyuTJk6lSpQpxcXEAlC9fPt85dJOooqOjAQzaNyoqCoDY2FgAPDw8HnheIYQQpYdCoaCFhw0tPGyY2dxJn67qTLxh6aqi1NnMCrzH7MB7/09XVcUOG6X0qgpRnEy+/YuMjGT79u3cvn0bjabgdeimTZtmcsGKcu/ePQD8/f3ZsmULw4YNY+zYsVy5coUVK1YwevRo/vjjD5KTkwH0Y0xz043ZSEtLAzBq35SUFABUKlWh+6ampj7wc+jOV9wyMjLy/L8QQoj8rIHBVZQMruLIpYQs1oSms/F6OnczHtyrqgUORqdzMDodF+sEBnjZMLSaDbWcpVdVlLxH0c4/7rGtJl1JJ0+e5N133yU7u/DZkQqFosQCVN0f5Pr163z33Xd06NABgPbt21OzZk3ef/99Fi1aRMuWLYGcSVuFsbCweOA+um3371vQMffvW5To6Ogiv8OHpevpFUIIUTQHYKw7vOIGh28r8Yu1xD/BsIlRdzK0LL6cxuLLadQtk00vjyy6umVjL7GqKGEl1c4rlcrHnjLTpMtnyZIl2NnZ8cEHH1CrVi2sra2Lu1xF0vVyuru764NTnTZt2uDh4YG/vz9dunQBcmbt30/Xe+ng4AD8vze0oF7Nh9m3KLqFD4pbRkYGsbGxeHh4PPK/jRBCPOlqVIHRwI3kbNaFpbMuLJ2bqQU/KbzfhXtKLtxT8tN16P2MDcOq2dDUzVLSVYliZQ7tvEkB6uXLl3nttdfy5BB9lHRjP11cXArc7urqytWrV/UBYEF3GPePI9XtqxuLmpvutYL29fb2LnLfopR097m1tfVj76IXQogn1bO28LmbPZ821fJXVDorr6Swy8B0VeosWBuWztqwdJ51smS4j4qhNVS42Uq6KlF8nuZ23qTlMmxtbfOkV3rUnJ2dqVSpEhEREfl6RzUaDdHR0VSsWJEqVarg4OCgn6Gfm+413Uz82rVrY2FhoZ+hX9C+ulRVupn+BZ33woULKBSKx5qCSwghRPFRWijoWtmWlR1duTi4PF82dcTbyfD+ncuJWUw7lUSt9TG8cvA2+yPTyNYYmZRVCDNjUoDarFkzjh07VtxlMcpLL71ESkoKq1atyvP6li1bSEhIoEuXLlhaWtKlSxfOnTtHUFCQfp/09HTWrVuHi4uLfpyqq6srzZo148CBA/rZ+pCTqN/Pzw9vb2+effZZICeYrVKlCn5+fiQmJur3jYyM5MCBA7Rp0wZnZ+cS/PRCCCEeB3c7JW/XK4N/X3d2vejGsBoqVJaGPb7P1IDf9TQG7LtNg42xzDybRHiyYTlZhTA3Bq0kdb+bN2/y+uuv065dO1544QVcXV0LnBRUUMqm4pKRkcG4ceMICgqiW7duNG7cmMuXL7Nlyxa8vLxYvnw5tra2xMfHM2LECNLS0hg2bBguLi76pU6/+uor/ThVgNDQUEaPHo1KpWLo0KFYW1vj6+tLTEwM8+bNo2HDhvp9/f39mTRpEp6engwcOJCMjAzWrl1LRkYGy5Yto0qVKiX22R/EHFaYEEKI0iIpQ8Om/9JVBRiYrkpHAXSoaMMIHxUvPiPpqoRhzKGdNylAbd++PVlZWWRlFX7np1AoOH78+EMV7kHS0tJYsWIFu3fvJjY2lrJly9KhQwfeeOONPJOUoqKimD9/Pv7+/mRlZVG9enVGjRpFq1at8p0zJCSEBQsWEBgYiEKhoFatWrz55psFJuU/ffo0ixcv5tKlS9jZ2dGgQQPGjRuHl5dXiX7uBzGHiiuEEKXR+TuZrAxJYUOomgQD0lXl5mJjwZAadozwtqdWWasSKqF4GphDO29SgDp9+nSDZiR+9tlnJhVKPBxzqLhCCFGapWVp2R6eysoQNYdv5s8k8yDNylkxwseevl52lLEyaTSeeIqZQztvUoAqSjdzqLhCCPGkuH4vi1UhalZfTeGm2rB0VTr2lgr6edkxwkdFs3LWkq5KAObRzj9UgKrVarl06RLR0dFYW1tTvnx5fHx8irN8wgTmUHGFEOJJk6X5L11VSAq7IwxLV5VbTWdLhnurGCLpqsyeObTzJgeoQUFBzJgxg8jIyDyve3p6Mm3atDwTisSjZQ4VVwghnmSx6mzWhapZGaLmapJxM/mtLKDHMzm9qu0r2KC0kF5Vc2MO7bxJAer169d55ZVXyM7Opnv37lSvXp3s7GzCwsLYs2cPSqWSFStWPNaZ7ObMHCquEEI8DbRaLcdjM1gRkoLf9TRSs41rkivZKxnureJlbxWVHWRtVXNhDu28SQHqp59+ytGjR/ntt9/yzVi/du0ao0ePpl27dnz++efFVlBhOHOouEII8bRJzNDwZ1hOuqpzt41PV9XR04aRPvZ0r2yLtaSreqqZQztv0u3W6dOn6d+/f4HplLy8vOjbty979ux56MIJIYQQ5sLJ2oJRNe0ZVdOeoNsZrLyiZkOomkQD0lVpgb+i0vkrKh1XGwuG1FAxwkdFTWdJVyWeTCblrrh3755+PfqCeHp6kpCQYGqZhBBCCLNW39WaWc85Ezy4AkvalqVNeWuDj72drmH+v8k8tzmOrttvsTIkheRM47IHCPG4mRSguru7F7gOvc6FCxdwc3MzuVBCCCGEADtLBQOrq9jWvRxn+3vwfn0HKqgMb7r9b2Xw9tEEaq6LYeLRu5yKy0CrleySovQzKUBt164dO3fuZMeOHfm2bd++nV27dtG2bduHLpwQQgghcng5WjKtiRPnB5ZnXWcXXnzGFkOHmiZnaVkRoqbLjlu03BLHgn+TuZ2WXbIFFuIhmDRJ6t69e7zyyitER0dTqVIlvLy8UCgUhIWFERkZiYeHB3/88QfOzs4lUGTxIOYweFoIIUROuqq1V9WsvJJCaJJxAad17nRVFW2wkEUAnhjm0M6bnAf1zp07zJ8/n0OHDpGcnAyAvb097du3Z/z48bi6uhZrQYXhzKHiCiGE+D+tVssxfbqqVIztHK3s8F+6qhoqKkm6qlLPHNr5h17qVKvVkpCQgFarpWzZsrIMWylgDhVXCCFEwRLSNfx5Tc2KEDWBJqSr6uRpwwhJV1WqmUM7b3SAGh8fX+AEqMDAQOzs7GSp01LAHCquEEKIBwu8ncGqEDXrw9QkGZCuKjc3WwuGVM9JV/WspKsqVcyhnTd4klR6ejqff/45ffv2JTU1Nd/2P/74g5EjR/Lpp5+SkpJSrIUUQgghhPEauFoz63lnLg+uwOK2ZWltRLqq+DQN8/5NpsXmOLrtuMWqK5KuSjw6Bg00ycrK4p133iEgIIBKlSqRkJCAnZ1dnn1atmxJdHQ0+/btIy4ujl9//RULC5OSBAghhBCiGNlZKhhUXcWg6irCkrJYdSWFNVfUxKQaFnCejMvgZFwGH51IpH81O0b62NPYzUqG9YkSY1AEuWnTJgICAnjllVfYuHEjFSpUyLfPgAEDWL16NQMGDCAoKAg/P79iL6wQQgghHk41R0s+a+LEhUHlWdvJhe6VjUtX9UeImk7bb9FqSxwL/03mjqSrEiXAoDGoo0aNwtLSksWLFz/whBqNhuHDh2Nvb8+SJUuKpZDCOOYwNkUIIUTxidGlqwpJIeye8emqelaxY6SPirYVJF3Vo2AO7bxBPajXrl0zOPG+hYUFHTt25OrVqw9VMCGEEEI8GuVVSt6tX4Yz/T3Y3t2NQdXtsFUadmyGBjZdS6XPnts03BjL9+eSiEqRXlXxcAwKUDUaDQ4ODgaf1M3NjexsqZxCCCHEk0ShUNC6vA2L27oQPLgCs59zor6L4TP4w5Oz+ebsPer5xjBwbzxbr6eSkS1LqwrjGTRJyt3dncjISINPGhUVRbly5UwulBBCCCEeL2cbC8bUcmBMLQfOxWew6oqaDQamq9JoYV9UOvui0ilna8GQGipGeKvwkXRVwkAG9aA2bdqU3bt3k5WV9cB9MzMz2b17N88+++xDF04IIYQQj19DN2tmP+9M8ODyLGpbllZGpKu6laZh7oVkmm+O44Udt1h9JYUUSVclHsCgALVv377cvn2badOmFRmkZmRk8Pnnn3Pr1i369+9fbIUUQgghxOOnsrRgcHUVO7qX40w/D96t54CHneEpJU/EZTD+SAI118fwztG7BNzKQKuVIQAiP4NXklq2bBmLFy+mfPny9O7dmwYNGujHmt6+fZtz586xfft2YmJiGDp0KO+8804JF10Uxhxm9wkhhCgdMjVa9kWmsSJEzb7INIwdclq7rCUjfewZXF1FWRvJn24Ic2jnjVrqdOPGjcydO5e0tLR8yXm1Wi0ODg6MHTuWQYMGSfLex8gcKq4QQojS52audFXXjExXZaOEns/kpKtqI+mqimQO7bxRASpAcnIy+/fv5+LFi9y6dQulUom7uzuNGjWiVatWqFSqkiqrMJA5VFwhhBCll0ar5WhMBitDUvC7kUq6kYl9qjgoGe6tYpi3PZ72Bua7MiPm0M4bFKBGR0dTsWLFR1EeUQzMoeIKIYR4MiSka/ANU/NHiJoLdzKNOtZCAV08bRjuY88LlW2xspBeVTCPdt6gALVFixZUqVKFli1b0rJlSxo3boylpUEZqsRjYA4VVwghxJNFq9USeDuTlVfU+IaqSco0brBqOVsLhtZQMcJHhbeTeaerMod23qAA9ezZsxw/fpyjR49y9epVVCoVTZo0oVWrVrRs2RIPD49HUVZhIHOouEIIIZ5c6iwNW6+nsSIkhWOxGUYf/7yHNSO8VfSuaoe9lflNrDKHdt7oMajx8fEcOXKE48eP4+/vT2pqKl5eXrRs2ZJWrVrRoEEDlEoZL/I4mUPFFUII8XS4mpjJqitq1lxVE5dqXH5URysF/avZMdLHnoauVmYzQdsc2nmjA9TcsrKyOHfuHMeOHePYsWNcu3YNe3t7mjdvTqtWrXjppZeKs6zCQOZQcYUQQjxdMjVa9kakseJKTroqjZHRSV0XK0Z4qxhkBumqzKGdf6gA9X6xsbEcOXKEY8eOERAQwMGDB4vr1MII5lBxhRBCPL2iU/5LV3UlhesmpKvqVcWO4d72tKlg/VSmqzKHdt6kADUmJoby5csXuc+OHTvo0aOHyQUTpjOHiiuEEOLpp9FqOfJfuqqtJqSrqlpGyQhve4bWUFHxKUpXZQ7tvEl94MOHD+fQoUMFblOr1XzxxRd8+eWXD1MuIYQQQpg5C4WCthVsWNLOheDBFfiuhRN1yhqeRej6vWy+DEiirm8Mg/ffZvuNVDKNHTsgHguTAlQ7Ozs++ugjZs+eTWbm/3OaBQUF8fLLL7Nr1y6aN29ebIUUQgghhHkra2PBG7UdONLbnYMvlWPUs/Y4Whn2+F6jhT0RaQw/cIc6G2L44nQiVxONy8kqHi2THvHfu3ePr7/+moMHD/Lss88yffp09u7dy++//46dnR0TJ06kT58+JVBcYQhz6PoXQgghUjI1+F1PZeUVNcdNSFfV0sOaET729K5qi8ryyZlYZQ7t/ENNktqyZQs///wzqampADz33HNMnTpV8qI+ZuZQcYUQQojcriRmsiokJ13VrTTj01UNrK5ihLeKBk9AuipzaOcf6nbByckJOzs7tFotWq0WW1tbbGxsiqtsQgghhBAG8XayYnozJy4OLs/Kji50q2SDoSujJmVqWRacQvttt2i79RaLLyaTkG5ckCuKl0k9qHfv3uX777/n4MGDuLm58cknn+Dv78/atWtxdnZm8uTJdO7cuSTKKwxgDndWQgghxINE6dJVhaRwI9n4dFW9q9gx3Mee1uVLV7oqc2jnTQpQu3btSmJiIh06dODjjz/G0dERgFOnTjF9+nTi4+Pp0KEDM2fOLPYCiwczh4orhBBCGEqj1fLPzXRWXlGz9XoqGUZ2jnqVUTLCJyddVQXV409XZQ7tvEkBavv27Xnvvffo1atXvm1JSUl88803HDp0iBMnThRLIYVxzKHiCiGEEKa4k5bNhrBUVoSkcPFullHHKhXQpZItI7xVdK1si5WhYwiKmTm08yYFqLovpSjbt2+nZ8+eJhdMmM4cKq4QQgjxMLRaLWfjM1kRksKf11K5l2lcOORhZ8GwGiqGe9tT3cnw3KzFwRza+Yde6vTGjRvcvHmTmjVrYmtri4WFBdbW1sVVPmECc6i4QgghRHFJydSw5Xoqq0xMV9WqvDUjvO3p9YjSVZlDO2/yt3j+/HmGDh3K4MGDeeedd7hy5QpBQUH06tWL/fv3F2cZhRBCCCFKjL2VBS9727PrxXL493Xn7boOuNkaHiIdjcngzX/uUnN9DJOPJ3Au3vggV+RlUoAaGhrKhAkTuHPnDi+88IL+dVtbW7Kyspg2bRoBAQHFVkghhBBCiEfBx9mKL5s5cXFQeVZ0cKGrMemqMrQs1aWr8otjySVJV2UqkwLUJUuWYGdnx9q1a3nnnXfQanNGCdSvX581a9bg5ubGypUri7WgQgghhBCPirVSQa+qdmzo4kbQAA8+blSGZxwMn8EfdCeTD04kUnP9Tcb+fYcjMen6eEk8mEkBakBAAP369cPFxSXfNnd3d/r27UtwcPBDF04IIYQQ4nGr5GDJlIaOnBvgwZZurvTzssPawAgqLRs2hKbSc1c8Tf6M5cege8SojcvJao5MmnamVqtxd3cvdLujoyPJyckmF0oIIYQQorSxUChoX9GW9hVtuZOWzfrQVFaGpHAxwbB0VWH3spl+JomvApLoWsmWkT4qulSyxfIxpasqzUzqQa1YsSIXL14sdPvp06epUKGCyYUSQgghhCjNXGyVvFXHgaN93PmrZzle8VHhYGlYoJmthV0RaQz96w51N8Qw40wiYUnG5WR92pkUoHbr1o0dO3Zw8OBB/WsKhQKNRsMff/zBoUOH6NixY7EVUgghhBCiNFIoFDQpZ83PrcoSPKQ881o708Ld8HSbMaka5gQl0/jPWHruusWGUDWpWTJW1aQ8qBkZGUyYMIGgoCAcHBxITk6mUqVKJCQkcO/ePby9vVm6dOlTm5urtDOH/GhCCCFEaXY5IZOVIWrWhaqJTzNuJr+TtYJB1VQM91HRwDV/sGsO7bzJifqzsrJYu3Yt+/bt48aNG2g0GipWrEjHjh0ZOXIkdnZ2xV1WYSBzqLhCCCHEkyAjW8uuiDRWhqTwV1Q6xgZdDVytGOmjor+XCmebnAff5tDOP/RKUqL0MYeKK4QQQjxpIpKzWHNVzaoraiKSjZvJb6uE3lXtGOljT2MnDZGRkU91Oy8B6lNIAlQhhBCi9NJotRyOTmdFiJod4alkGJnLv1oZC150TWNiEw/cHVUlU8jHzKAAtU+fPsafWKFg8+bNppRJPCQJUIUQQognw+1c6aouGZiuCsBaoSWonwvln9IA1aBZ/FqtNt//bt++zc2bN0lOTsbNzQ0XFxfS0tK4efMmKSkplCtXrqTLLoQQQgjxRHO1VTKujgPH+rizv2c5RhqYrqqDWzbOhq4W8AQyKFG/n59fnn/7+/vz7rvvMmXKFPr27YuFRc4XpNVq2bZtG99//z3Dhw8v/tIKIYQQQjyFFAoFTctZ07ScNd80d2LztVRWhqjxv5VR4P59PJ7uvKkmhd4LFy6ke/fu9O/fXx+cQs6X26tXL3r37s2vv/5abIUUQgghhDAXDlYWjPCxZ2/Pcpzo6874Og642vw/3qrqYEFjJyMHrj5hTApQr169Sq1atQrd7uXlRUREhMmFEkIIIYQQUNPZiq+bO/2vvXuPqqrO/z/+PGBcFJVQIUFCUTOVi2KZqWlamqZCjEqSeUmt/OqYaX6bb2WZ5kwXuziT4y01LS80WkoBEpJlVqQ5pKhkXscABQU9GspFDuf3hz/OSKAcDyDIeT3Wapl7v/c+733Wae1Xn733Z/PLo7exqo8HD/g4M7K1C3X97ag2BVQPDw9SUlKuun7Hjh14enra3JSIiIiI/JeTo4Gwlq582r8pf25f9x+Atuoe1D968MEHWbNmDd7e3kRGRtKoUSMAcnJyWLFiBdu3b2fixIlV2mhFTCYTEydOZM+ePezcubPUuszMTBYtWsRPP/1Ebm4ubdq0YezYsfTq1avMfo4cOcKiRYvYu3cvBQUFdOjQgaeffprg4OAytSkpKSxZsoQDBw5gNpvp3LkzkydPxt/fv9qOU0REROybwVDHh0+xcR7U/Px8pkyZQkpKCgaDgYYNG2I2m8nNzcVsNtOzZ0/mzZtX6v7U6rZ8+XKWLFkCUCqgZmdnM378eM6fP09ERATNmjXj888/58CBA8yZM4cBAwZYao8dO8aECRNwdnZm6NChNGjQgPXr13Py5EkWLFhASEiIpTY5OZkpU6bQvHlzwsLCKC4uJioqivz8fD788ENatmx5w479jzTNlIiISN1lD+d5myfqLy4uJi4ujm+++YaMjAwAfH196devH/369avSJiuyf/9+JkyYgKOjI4WFhaUC6htvvMHGjRv54IMPCAoKAqCgoIBx48Zx+vRpoqOjLa9lnTp1KsnJyURFReHj4wOA0Whk5MiRuLm5ERUVhcFgwGw2ExkZyfnz51m3bh2NGzcGID09ncjISLp06cL8+fNv6HdwJXv44YqIiNgrezjP23SJH8DBwYHBgwczePDgquznul28eJFXXnmFe++9l4sXL5KcnGxZZzKZiI+PJzAw0BJOAZydnRkxYgSvvfYa3333Hf369SMnJ4ekpCQeeughSzgFcHd3JywsjGXLlrF//34CAgJITU3l6NGjjB071hJOAVq0aMEDDzxAfHw82dnZNG3a9MZ8CSIiIiJ1SKWuwRcUFHDq1CkyMzPL/edGeOedd8jNzeWll14qs+7o0aNcvHiRgICAMus6duwIwL59+4DLo7DANWtLakq2CQwMLFMbEBBAcXExqampthyOiIiIiN2zaQT14sWLvP322yQkJFBUVP5EsQaDgaSkpEo1V5Gvv/6aL774gnnz5tGkSZMy60+dOgXAbbfdVmZdySwDJ06csLq25FaGrKwsALy8vCrc77Xk5+dXWGOLwsLCUn+KiIhI3XEjzvM1feuATQF10aJFxMbGcvvtt9OuXTucnJyquq8KnTp1ir/+9a+EhobSu3fvcmtyc3MBLPeYXqnkiy8JiddTe+HCBQDq1y/7/tuS2ry8vAqP4cSJE5hMpgrrbFUSpEVERKTuqa7zvKOjY43PSGRTQN26dSvdunVj/vz5NTLVgdlsZvbs2TRs2JDp06dfs+7KP8tz5WtaK9rPH2vL2+aPtdfi7e1dYY0tCgsLycrKwsvLq0b+50FERESqjz2c520KqOfPn6dv3741Ng/X2rVr2bVrF/PmzaOwsNAyxF1yu4HRaMTBwYEGDRoAl++V/aOS0VA3Nzfgv6Oh5V12r0zttVT38LmTk1OND9GLiIhI9ajL53mbAmqLFi0s92zWhO3bt2M2m5kxY0a56/v370/z5s159913gfKHwP94H2nJaGZ5x1WyrLzatm3bXrNWRERERK6PTQF1+PDhLF26lNDQ0BoJYlOnTuX3338vs3z+/PkcPnyYBQsW4OzsjJ+fH25ubpan769UsqzkSfwOHTrg4ODAvn37GDZsWLm1JVNVlTzpv3//fnr06FGqdt++fRgMhnJnAxARERGRitkUUPPy8nB1dWX48OF06tSJJk2alHvP5csvv1zpBsvTvn37cpeXvHK1a9eulmX9+vVj06ZNpKSklJqoPyoqCg8PD7p37w5AkyZNuPvuu9m6dStPPvlkqYn6o6Ojadu2Le3atQMuh1k/Pz+io6N59NFHS03Uv3XrVu677z7c3d2r5dhFRERE6jqb3iR1zz33VLxjg4Eff/zRpqZsNXHiRJKTk8u86nTUqFHk5+fz2GOP4eHhYXnV6dy5c0u99erIkSOMHz+e+vXrExkZiZOTE+vXryczM5MFCxbQqVMnS+3OnTuZOnUqPj4+DB8+nMLCQtatW0dhYSHLly/Hz8/vRh56KfbwhgkRERF7ZQ/neZsC6smTJ62qa968+XU3VBnlBVS4PH/pP//5T3bu3ElRURGtW7dm3LhxZS7PAxw8eJCFCxeyZ88eDAYD7du3Z+LEieVOyr9r1y6WLl3KL7/8gqurK8HBwUyaNIlWrVpV2zFawx5+uCIiIvbKHs7zNgVUqd3s4YcrIiJir+zhPF+pV52KiIiIiFQ1qx6SeuSRR657xwaDgY0bN173diIiIiJi36wKqNbecyoiIiIiUllWBdQdO3ZUdx8iIiIiIoDuQRURERGRWkYBVURERERqFQVUEREREalVFFBFREREpFZRQBURERGRWkUBVURERERqFQVUEREREalVFFBFREREpFaxaqL+bt26XfeODQYDSUlJ172diIiIiNg3qwKql5dXdfchIiIiIgJYGVCjo6Oruw8REREREUD3oIqIiIhILWNVQB06dCirVq0iOzu7uvsRERERETtnVUDNzs5m4cKFhIaGMmPGDLZv305xcXF19yYiIiIidsiqe1C//PJLvvrqK2JjY/n+++/57rvv8PDwYPDgwQwZMgRfX9/q7lNERERE7ITBaDSar2eDrKws4uLi2Lx5M8ePH8dgMNC5c2dCQ0Pp27cvzs7O1dWrWCk/P5+0tDR8fX1xcXGp6XZERESkCtnDef66A+qV9u3bR2xsLImJiZw/fx43NzceeughQkNDufPOO6uyT7kO9vDDFRERsVf2cJ6vVEAtUVRUxLfffkt8fDw//vgjhYWFtG3blo8//rgqepTrZA8/XBEREXtlD+d5q+5BrXAn9erRt29funbtypdffsnixYs5dOhQVexaREREROxMpQNqQUFBqdFTk8mEn58fY8aMqYr+RERERMTO2BRQi4uL2blzJ/Hx8Wzbto28vDxcXV0ZOHAgoaGhBAUFVXWfIiIiImInriugpqamEh8fz5YtWzh79ixms5mgoCBCQ0N58MEHcXV1ra4+RURERMROWBVQP/jgA7788kvS09Mxm814eHgwcuRIQkND8fPzq+4eRURERMSOWBVQly1bhqOjIz179iQ0NJQePXrg6OhY3b2JiIiIiB2yKqBOnjyZQYMG0aRJk+ruR0RERETsnIM1RaNHj7aE0+zs7HJr9uzZw8GDB6uuMxERERGxS1YFVLg8ndSsWbMIDw8nLy+vzPpVq1YxevRoZs6cyYULF6q0SRERERGxH1YF1KKiIp599lni4+Px9PTEaDSWqenevTstW7Zky5YtTJs2jeLi4qruVURERETsgFUB9bPPPiM5OZkxY8awYcMGmjdvXqZm2LBhrFmzhmHDhpGSkkJ0dHSVNysiIiIidZ9VATU+Pp7g4GAmTZqEwWC4ap2joyPPPfcc/v7+xMXFVVmTIiIiImI/rAqox44do1evXtbt0MGBvn37cvjw4Uo1JiIiIiL2yaqAWlxcjJubm9U7bdq0KSaTyeamRERERMR+WRVQPT09SU9Pt3qnGRkZNGvWzOamRERERMR+WRVQ77rrLuLj4ykqKqqw9tKlS8THx9OuXbtKNyciIiIi9seqgBoeHk5OTg4vv/zyNUNqYWEhs2bN4vTp0wwdOrTKmhQRERER+2HVq07vuOMOJkyYwNKlS0lNTSUsLIzg4GDLvaY5OTns3r2bmJgYMjMziYyMpEuXLtXdu4iIiIjUQVYFVIDx48fTuHFj3n//fZYsWVJmuimz2YybmxvTp08nIiKiyhsVEREREftgdUCFy5PxDxgwgMTERFJTUzl9+jSOjo54enrSuXNnevToQf369aurVxERERGxAwaj0Wiu6SakauXn55OWloavry8uLi413Y6IiIhUIXs4z1v1kNSVsrOzy12+Z88eDh48WOmGRERERMS+WR1QCwoKmDVrFuHh4eTl5ZVZv2rVKkaPHs3MmTO5cOFClTYpIiIiIvbDqoBaVFTEs88+S3x8PJ6enhiNxjI13bt3p2XLlmzZsoVp06ZRXFxc1b2KiIiIiB2wKqB+9tlnJCcnM2bMGDZs2EDz5s3L1AwbNow1a9YwbNgwUlJSiI6OrvJmRURERKTusyqgxsfHExwczKRJk8pML3UlR0dHnnvuOfz9/YmLi6uyJkVERETEflgVUI8dO0avXr2s26GDA3379uXw4cOVakxERERE7JNVAbW4uBg3Nzerd1ryhikRERERketlVUD19PQkPT3d6p1mZGTQrFkzm5sSEREREftlVUC96667iI+Pp6ioqMLaS5cuER8fT7t27SrdnIiIiIjYH6sCanh4ODk5Obz88svXDKmFhYXMmjWL06dPM3To0CprUkRERETsRz1riu644w4mTJjA0qVLSU1NJSwsjODgYMu9pjk5OezevZuYmBgyMzOJjIykS5cu1d27iIiIiNRBVgVUgPHjx9O4cWPef/99lixZUma6KbPZjJubG9OnTyciIqLKGxURERER+2B1QIXLk/EPGDCAxMREUlNTOX36NI6Ojnh6etK5c2d69OhB/fr1q6tXEREREbEDBqPRaK7pJqRq5efnk5aWhq+vLy4uLjXdjoiIiFQhezjPW/WQlIiIiIjIjXJdl/hrm8OHD7Ns2TKSk5PJzc2lWbNm9O7dm6eeeqrUiwUyMzNZtGgRP/30E7m5ubRp04axY8eW+3asI0eOsGjRIvbu3UtBQQEdOnTg6aefJjg4uExtSkoKS5Ys4cCBA5jNZjp37szkyZPx9/ev1uMWERERqctu2kv8x48fZ/To0Tg6OjJs2DBuu+029u7dy+bNm/H392f58uW4urqSnZ3N+PHjOX/+PBERETRr1ozPP/+cAwcOMGfOHAYMGGDZ57Fjx5gwYQLOzs4MHTqUBg0asH79ek6ePMmCBQsICQmx1CYnJzNlyhSaN29OWFgYxcXFREVFkZ+fz4cffkjLli1r4Fu5zB6G/kVEROyVPZznb9qAOmXKFP7973/z8ccf07p1a8vyTz75hHfeeYcpU6YwatQo3njjDTZu3MgHH3xAUFAQAAUFBYwbN47Tp08THR2Nq6srAFOnTiU5OZmoqCh8fHwAMBqNjBw5Ejc3N6KiojAYDJjNZiIjIzl//jzr1q2jcePGAKSnp1um2Jo/f/6N/UKuYA8/XBEREXtlD+f5m/Ie1EuXLrF79246depUKpwCPPzww8DlEU6TyUR8fDyBgYGWcArg7OzMiBEjMBqNfPfddwDk5OSQlJTE/fffbwmnAO7u7oSFhXHs2DH2798PQGpqKkePHmXw4MGWcArQokULHnjgAX788Ueys7Or7fhFRERE6rKbMqA6OjoSFRXFiy++WGbdmTNnLDVHjx7l4sWLBAQElKnr2LEjAPv27QOwhM9r1ZbUlGwTGBhYpjYgIIDi4mJSU1Ov+7hERERExMqHpJYtW3bdOzYYDIwfP/66t7OGg4NDqVHOK61evRqALl26cOrUKQBuu+22MnWenp4AnDhxAsCq2oyMDACysrIA8PLyqnC/15Kfn19hjS0KCwtL/SkiIiJ1x404z9f0rQNWBdQPPvjgundcnQH1auLi4oiOjsbLy4uwsDC2b98OYLnH9EolX3xJSMzNzbW69sKFCwDlvpSgpDYvL6/Cfk+cOIHJZKqwzlYlQVpERETqnuo6zzs6Otb4jERWBdRFixZVdx+VFhMTw1//+ldcXV158803qV+/Pmbz5ee/Sv4sj4ODQ4U1Jev+WFveNn+svRZvb+8Ka2xRWFhIVlYWXl5eODk5VctniIiISM2wh/O8VQH1yumVaqPly5ezZMkS3NzcePfdd+nQoQMADRo0AC4/tf9HJaOhJfOlloyGlnfZvTK111Ldw+dOTk41PkQvIiIi1aMun+etCqiZmZk27by8+zmrUlFREX/729+IiYnB09OT9957j7Zt21rWl4xQljcE/sf7SEtqS+5FvVLJsvJqr/y88mpFRERE5PpYFVDDwsIwGAzXtWODwUBSUpJNTVnDZDIxc+ZMtm7dSps2bZg/f77lAaUSfn5+uLm5WZ6+v1LJspIn8Tt06ICDgwP79u1j2LBh5daWTFVV8qT//v376dGjR6naffv2YTAYyp0NQEREREQqZlVAffjhh687oFa3JUuWsHXrVjp27Mj7779f7iX1evXq0a9fPzZt2kRKSkqpifqjoqLw8PCge/fuADRp0oS7776brVu38uSTT5aaqD86Opq2bdvSrl074HKY9fPzIzo6mkcffbTURP1bt27lvvvuw93d/QZ8CyIiIiJ1z035JqnMzEzCw8MpLi5m0qRJZUZOATw8PLjnnnvIzs5m1KhR5Ofn89hjj+Hh4WF51encuXPp16+fZZsjR44wfvx46tevT2RkJE5OTqxfv57MzEwWLFhAp06dLLU7d+5k6tSp+Pj4MHz4cAoLC1m3bh2FhYUsX74cPz+/G/FVlMse3jAhIiJir+zhPF9tAbXk6bLqEBsby+zZs69ZExISwuLFi4HL85f+85//ZOfOnRQVFdG6dWvGjRtX5vI8wMGDB1m4cCF79uzBYDDQvn17Jk6cWO6k/Lt27WLp0qX88ssvuLq6EhwczKRJk2jVqlXVHKiN7OGHKyIiYq/s4Txvc0BNSEggISGBvLw8iouLLctNJhO5ubkcO3asWu9Blauzhx+uiIiIvbKH87xV96D+0YYNG3j77bctc34aDIZSc4I6OTmVunQuIiIiImKtimeTL0fJ25qioqIsrxaNjY0lJiaG4cOHU1RURHh4eJU2KiIiIiL2waaA+ttvvxEWFkarVq1o06YNzs7OpKSk0KxZM2bMmEFgYCAff/xxVfcqIiIiInbApoBqMplo1qwZcPnyfosWLTh8+LBlfd++fUv9XURERETEWjYF1KZNm5Z645K3tzdHjx61/N3FxYWzZ89WvjsRERERsTs2BdS7776bzz77jIMHDwLQtm1bdu3aZQml33//PR4eHlXXpYiIiIjYDZsC6tixYykoKGD06NGcPXuWRx55hIKCAiIiInj00UfZvn07ffv2repeRURERMQO2BRQfXx8+OijjxgxYgS33nornp6evPvuuzRs2JDs7GwGDhzI008/XdW9ioiIiIgdsGmi/u3bt9O5c2fc3NyqoyepJHuYwFdERMRe2cN53qYR1NmzZ7NixYqq7kVERERExLaAeunSJXx9fau6FxERERER2wLqkCFDiIqK4j//+U8VtyMiIiIi9q6eLRsVFxdz6tQpRowYgY+PD02aNMHR0bFUjcFgYOHChVXSpIiIiIjYD5sC6qeffmr59/T0dNLT08vUGAwG27sSEREREbtlU0DdsWNHVfchIiIiIgLYeA+qiIiIiEh1sTmgXrp0idWrVzN+/Hgefvhhfv75Zw4cOMC8efM4c+ZMVfYoIiIiInbEpkv8BQUFTJ48mb179+Lk5MSlS5coKioiIyODDRs2sGPHDpYuXYqHh0dV9ysiIiIidZxNI6grV65k3759zJw5k02bNmE2X34ZVd++fXn++efJyMhg5cqVVdmniIiIiNgJmwJqQkICAwcOZMiQIaWmlzIYDAwdOpQhQ4bw/fffV1mTIiIiImI/bAqoWVlZBAYGXnV9hw4dOHXqlM1NiYiIiIj9simgurm5cfbs2auuz8jIoEGDBjY3JSIiIiL2y6aAetddd7Fp0yZyc3PLrMvIyOCzzz4jJCSk0s2JiIiIiP2x6Sn+J598krFjxzJy5Eh69OiBwWBg27ZtbNu2jdjYWIqKinjiiSequlcRERERsQMGo9FotmXD/fv389prr3Hs2LFSy5s3b86LL75I165dq6RBuX75+fmkpaXh6+uLi4tLTbcjIiIiVcgezvM2jaACdOzYkaioKA4fPszx48cpLi7G29ub9u3b4+CgF1SJiIiIiG1sCqj/+te/GDBgAI0aNaJNmza0adOmqvsSERERETtl01DnO++8w6BBg5g5cyY7duyo6p5ERERExI7ZNIL6+uuvExcXx9dff01iYiKenp4MHjyYQYMG4ePjU9U9ioiIiIgdsfkhKQCj0ciXX37J5s2b+eWXX3BwcKBTp06EhYXRp08fnJ2dq7JXsZI93DwtIiJir+zhPF+pgHql48ePs3nzZhITE0lPT6dBgwZ89dVXVbFruU728MMVERGxV/Zwnq+yx+3NZjOOjo44OTlhNpspLi6uql2LiIiIiB2xeZopgLNnz5KQkEBcXBy//vorZrOZTp068fLLL/Pggw9WVY8iIiIiYkdsCqhbtmwhLi6OHTt2YDKZaNasGaNHjyY0NJQWLVpUdY8iIiIiYkdsCqgzZ87klltuoVevXoSGhtKtWzdNzi8iIiIiVcKmgDpt2jQGDhxI48aNq7ofEREREbFzNgXUESNGYDQaOXjwIACenp64u7tXZV8iIiIiYqeuK6CaTCY++eQTYmJiOHr0aKl1rVq1IjQ0lIiICBwdHau0SRERERGxH1YH1OzsbJ577jl+/fVXHBwc6NChA56entSrV49Tp05x4MAB/v73v5OQkMC8efNo2rRpdfYtIiIiInWUVQHVZDLxwgsvcOjQIUaNGsWoUaNo1KhRqZoLFy6wbt06VqxYwUsvvcSiRYv04JSIiIiIXDerEuRXX31FSkoKL7zwApMnTy4TTgEaNGjAhAkTeOWVV9i9ezdbtmyp8mZFREREpO6zKqB+8cUXBAQEMGTIkAprBwwYQEhICLGxsZVuTkRERETsj1UB9dixY/Tq1cvqnfbs2bPMQ1QiIiIiItawKqAajUY8PDys3mmjRo04d+6czU2JiIiIiP2yKqC6u7tz8uRJq3eamZmJp6enzU2JiIiIiP2yKqAGBASwZcsWzGZzhbUmk4mEhAQCAgIq3ZyIiIiI2B+rAmp4eDi//fYbCxYsqLB2/vz5pKWlMXTo0Eo3JyIiIiL2x6p5UO+55x4GDBjAmjVrOH78OCNHjiQgIIBbbrkFuDxqmpKSwsqVK9mxYwfDhw8nKCioWhsXERERkbrJ6jdJzZw5k3r16hETE8N3332Ho6MjDRs2pF69epw7d45Lly4BMGLECKZMmVJtDYuIiIhI3WYwGo0V31h6hb1797Jp0yb27NlDdnY2ZrMZLy8vunTpQlhYGHfeeWd19SpWys/PJy0tDV9fX1xcXGq6HREREalC9nCet3oEtURgYCCBgYHV0YuIiIiIiHUPSYmIiIiI3CgKqCIiIiJSqyigioiIiEitooAqIiIiIrWKAqqIiIiI1CoKqCIiIiJSqyigioiIiEitooAqIiIiIrXKdU/UL6UZjUY++OADtm/fztmzZ/H19WXEiBGEhobWdGsiIiIiNyUF1ErIy8vjmWee4fDhwwwbNoyWLVvy1VdfMXfuXHJycnjiiSdqukURERGRm44CaiX861//4sCBA8ydO5f+/fsDEB4ezrPPPsuyZct4+OGH8fLyquEuRURERG4uCqiVEBcXh6enpyWcAhgMBkaNGkVSUhLx8fGMGTOmRnq748PXcXJywsFBtxmLiIjUJc7FxaSNfK6m26hWCqg2ys3N5T//+Q/3339/mXUBAQEA7N+//wZ39V8NMo7W2GeLiIhI9XGs6QZuAAVUG506dQqz2VzuJXwXFxcaNWrEiRMnrrmP/Pz8aumtsLCwWvYrIiIitUd1nu9dXFyqbd/WUEC1UW5uLgD169cvd72Liwt5eXnX3MeJEycwmUxV3huAd7XsVURERGqLrKysatmvo6Mj/v7+1bJvaymgVpLZbL7qckfHaw/Ce3tXT4zUCKqIiEjd5+XlhZOTU023US0UUG1UMnJ6tcv0+fn5FT7BX53D5xd8/PWQlIiISB1UXFwMgJOTU41fiq8uCqg28vb2xmAwcOrUqTLr8vLy+P333/H09KyBzi47+MQL+Pr61tkfroiIiL3Kz8+HtLSabqNaaXjNRvXr16dly5akpqaWWbdv3z4AgoKCbnRbIiIiIjc9BdRKGDhwICdPniQhIcGyzGw2s3r1apycnErNjyoiIiIi1tEl/koYMWIEmzdvZvbs2Rw4cIDbb7+dxMREdu7cyTPPPEPTpk1rukURERGRm44CaiW4uLiwePFiFi5cSFxcHBcuXMDPz49XX32Vhx9+uKbbExEREbkpKaBW0q233spLL71U022IiIiI1Bm6B1VEREREahUFVBERERGpVRRQRURERKRWUUAVERERkVpFAVVEREREahUFVBERERGpVRRQ6yhHR8eabkFERESqSV0/zxuMRqO5ppsQERERESmhEVQRERERqVUUUEVERESkVlFAFREREZFaRQFVRERERGoVBVQRERERqVUUUEVERESkVqlX0w1IWTExMcyZM6fCup07d1r+3WQykZiYSFxcHEeOHOHMmTM0atSI4OBgRowYQefOnS21s2fPJjY21qpeXnnlFQYPHnz9ByEiIlLHLV26lGXLlpVZXq9ePdzd3enYsSOjRo0iKCgIgIkTJ5KcnFzq/H290tLS8PX1tXn7m4UCai12//3306dPnwrrsrOzeemll/j555/p0qULQ4cO5dZbbyU9PZ0vvviCr7/+mv/93/9l+PDhAISHh9O1a9dS+5g1axbu7u5Mmzat1PKS/6hERESkfOHh4XTq1Mny96KiIk6ePMmnn37K008/zbvvvsu9995bqc/Izc1l2rRptGjRglmzZlWy49pPAbUWa9OmDQMHDrxmjclk4v/+7//Yv38/c+fOpX///qXWjxo1iqeeeop58+bh5+dH165dCQoKKhM8Z82ahaura4WfJyIiIqUFBgaWe/7s1asXY8aM4R//+EelA+r58+fZs2cPLVq0qNR+bha6B/Um9/nnn5OSkkJkZGSZcArQuHFj/vKXvwAQFRV1o9sTERGxW3feeSf+/v4cOXKE8+fP13Q7NxWNoN7k4uLiAIiIiLhqTUhICOvWraNVq1Y3qi0REREBHBwujwWaTKZy1+fk5LBq1Sp++OEHsrKyAPD29qZ///6MGTOGevXqlXo2JTY2ltjYWBYtWkSXLl0ASEpK4qOPPuLAgQMUFRXRqlUrIiIiyjxDcuHCBVavXs22bdtIT0/HZDLh6elJ7969eeqpp6hfvz7w32dhynsOJSwsDIDo6Ogq+obKp4Bai+Xn52M0Gstd5+7ujtlsJjU1FS8vL2677bZr7qt169bV0KGIiIhcTVZWFsePH6d58+bceuutZdbn5uYybtw4zp8/z9ChQ/H19cVoNBIXF8eSJUtwcHDgiSeeoHPnzkybNo333nuPTp06ER4eTsuWLQHYsGED8+bNo0OHDkyYMAEHBwe2bdvGnDlzOHjwINOnTwcu3xc7efJkDh06RHh4OBEREVy8eJHExETWrl3LxYsXefHFF2/k13NNCqi12OrVq1m9enW563bu3InRaOTSpUs0a9bsBncmIiIiJS5evFhqQKmwsJDDhw+zePFiCgsLmTBhQrnbxcbGcvLkSd58881SD0X/6U9/YsCAAWzZsoUnnngCHx8fevfuzXvvvYePj4/lftesrCzee+89evTowTvvvIPBYABgxIgRvPrqq0RFRfHQQw/RsWNHfvjhB1JTU5k6dSojR460fFZERARhYWFs2bJFAVWsM3DgQAYNGnTV9Y6OjsDl/ysSERGRmvH222/z9ttvl1netGlTnn/+eYYMGVLudo8++ij9+vXD3d291HKj0YibmxsXL1685ud+8803XLp0iX79+nHu3LlS6x566CE2b97M119/TceOHenVqxdbtmzB1dW1VF1OTg6NGjUiOzvbiiO9cRRQazEfH58y00FdqVGjRri4uHDmzJkb2JWIiIhc6fHHH6dbt26Wv99yyy00bdqUFi1aWEY1r8bBwYHVq1eTmprKiRMnSEtL48KFCwC4uLhcc9vjx48DXHPaqZMnT5bqKzo6mj179pCRkUF6ejrnzp3DYDBgNpsrPM4bSQH1Jte5c2eSkpLIyMjAx8fnqnXTpk2jSZMmzJgxo8IfvIiIiFjP39//mgNKV3PkyBGefvppCgsL6dKlC127diUyMpKgoCAmTpxY4fYlD169+OKLeHt7l1tTcu/rqVOneOqppzh16hQhISEEBwcTHh5OQEAAb7zxBrt377aqZ5PJZLmCW50UUG9y/fv3JykpiQ0bNjB16tRya/bu3cv3339P27ZtFU5FRERqiXfffZfc3NwyM+0UFRVhNBrx8PC45vYlobRhw4ZlAnJ2djb79u2zDF4tXbqUEydO8Pe//73MnKw5OTml/l4SQPPz80stLyoq4ty5cxX2VRU0D+pNbuDAgbRv355PPvmEhISEMutPnz7NK6+8AsD//M//3Oj2RERE5CqMRiOurq5lroB+8sknFBQUlJqaqiQ0FhcXW5b16dMHBwcHPvzwwzJhcv78+Tz//PP88ssvls8CaNu2bam6rVu3kpaWBvz3mZamTZsCWLYtkZiYSEFBgU3Her00gnqTc3Bw4K233mLq1KnMnDmTjRs30r17dxo0aMDRo0eJiYkhLy+PP//5z/Ts2bOm2xUREZH/r3fv3ixbtowpU6bQr18/zGYzP/zwA99//z3Ozs7k5uZaahs3boyjoyPJycls2rSJe+65h9tvv50nn3ySJUuW8PjjjzNo0CAaNmzItm3b2LFjB/fdd59ldoDevXvz7bff8swzzxAWFsYtt9xCcnIyiYmJODs7U1BQQG5uLu7u7nTp0gUfHx9iYmJwcnKiXbt2HDx4kLi4OLy9vW/I/aoKqHWAl5cXK1asICYmhoSEBNauXcu5c+do3Lgx3bt3JzIyksDAwJpuU0RERK4wbtw4HB0diY2NZf78+TRq1Ag/Pz/eeustUlNTWblyJbt376ZTp064uLjw5z//mVWrVvH222/zl7/8hSFDhjB+/Hj8/f2Jiorio48+wmQy4ePjwzPPPENERIRl5HXIkCEUFBSwfv16FixYQP369fHx8eGFF16guLiY119/naSkJAYOHIiDgwP/+Mc/WLBgAV9++SWxsbF07NiR999/n1WrVnHo0KFq/24MRqOxdj22JSIiIiJ2TfegioiIiEitooAqIiIiIrWKAqqIiIiI1CoKqCIiIiJSqyigioiIiEitooAqIiIiIrWKAqqIiIiI1CoKqCIiIiJSqyigioiIiEitooAqIlKLZGdnk5eXZ/P2BQUFZGVlVWFHIiI3ngKqiEgtERcXx7Bhwzh79qxN2//6669ERETw008/VXFnIiI3lgKqiEgt8dNPP3Hx4kWbtz906BAnT56swo5ERGqGAqqIiIiI1CoGo9ForukmRETquvz8fBYtWsQPP/xAZmYmzs7OBAYGMnbsWIKDgwkLCys1+hkSEsLixYsBOHjwIB999BG7d+/mzJkzODs74+/vz4gRI+jXrx8As2fPJjY2ttRn7ty5E4Di4mLWr1/P559/zm+//cYtt9xCYGAg48aNIzg4uNQ269ev54svviAtLQ2z2Yy/vz9/+tOfGDx4cHV+PSIipSigiojcADNmzGDHjh0MHz4cPz8/cnJyWL9+PefOnWPlypWcOHGCtWvXsnv3bqZNm4a/vz/33HMP+/btY+LEiXh5eREaGoq7uzsZGRls3LiRc+fOsWzZMoKCgkhJSSE2NpaNGzcSHh5Op06dGDhwIAAzZ84kISGBvn37ctddd3Hu3DliYmLIzMxk7ty5PPDAAwCsXbuW+fPn079/f0JCQrh06RKxsbEcOHCA559/nmHDhtXkVygidqReTTcgIlLXGY1Gvv32W4YOHcozzzxjWd61a1dmzZpFamoqjzzyCNu2bWP37t307t0bb29vAD766CMAlixZQtOmTS3bBgcHM23aNBISEggKCiIoKIjffvuNjRs3EhgYaAmniYmJJCQkMGXKFEaNGmXZPjIykrFjx/Lmm2/So0cPXFxc+Pzzz2nVqhVz58611IWGhjJu3DgOHTpUrd+RiMiVFFBFRKpZ/fr1cXNzIzExkXbt2tGzZ0+aNm1KQEAAn3766TW3feONNzAajXh4eFiWFRUVUVxcDFDhlFQJCQkA9O3bF6PRWGpdnz59+PDDD/n555+599578fLyYseOHSxevJgBAwbQsmVLXF1dWbdunQ1HLSJiOwVUEZFq5uTkxCuvvMJrr73G3/72NwBat25Nt27dGDBgAO3atbvqtg4ODpw/f541a9Zw9OhRTpw4QUZGBpcuXQKwBNWrOX78OADh4eFXrTlx4gQA06dPZ8aMGaxYsYIVK1bg6elJ165d6dOnDz179sRgMFzXcYuI2EoBVUTkBrj//vvp1q0bSUlJ/Pjjj+zatYs1a9awdu1apk+fzqOPPlrudvHx8bz66qvceuuthISE0L9/f1q3bo2npydjx46t8HOLi4tp0KABb7755lVr/Pz8LH9+8skn7N69m6SkJHbt2sXmzZuJiYmhT58+19yHiEhVUkAVEalmFy5c4PDhw3h7e9OnTx/69OkDXH46f9KkSSxbtqzcgFpQUMDrr79OixYtWLlyJW5ubpZ1e/bsseqzvb29OX78OHfccQfu7u6l1h08eJDs7GxcXFwoKiriyJEj1KtXj5CQEEJCQgA4c+YMM2bM4Ouvv+bIkSO0bt3axm9BRMR6mgdVRKSaHTlyhCeffJLly5eXWu7v70/Dhg1xdHQELl/OBzCbL0+uUlBQQF5eHs2bNy8VTouKili9ejUAJpPJsrxk+ysv+/ft2xeARYsWlfrs3NxcXnjhBWbMmEFhYSEmk4mJEyfy8ssvU1RUZKnz8PDg9ttvB7D0KSJS3TSCKiJSzYKCgujWrRufffYZv//+OyEhIZhMJrZu3UpGRgZTp04FoEmTJgB8/PHHdOvWjfvvv5/OnTuzY8cO5syZQ1BQEOfPnyc+Pp7jx4/j4ODA77//bvmckgepNm/ejNlsZtCgQQwePJivvvqKjRs3kp6eTq9evSgqKiI6Opq0tDSmTJlCs2bNABgzZgwLFy7kqaeeol+/fri4uLB37142b95Mz549admy5Y394kTEbmkeVBGRG+DixYusXr2axMREsrKyMBgMtG3blqFDhzJgwAAAsrKyePHFFzlw4AC33XYbn376KTk5OSxcuJAff/yRc+fO0aRJE9q3b8+4ceN46623OHLkCJs3b7Zcpp8zZw7ffPMNDg4OrFq1Cj8/P4qKili3bh2bN28mLS0NZ2dnWrVqxWOPPWa53aBETEwMn376KWlpaeTn5+Pj40P//v15/PHHcXZ2romvTkTskAKqiIiIiNQqugdVRERERGoVBVQRERERqVUUUEVERESkVlFAFREREZFaRQFVRERERGoVBVQRERERqVUUUEVERESkVlFAFREREZFaRQFVRERERGoVBVQRERERqVUUUEVERESkVlFAFREREZFa5f8BXmVtoJ7eV7kAAAAASUVORK5CYII=\n", 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", 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\n", 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", 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" ] @@ -14093,7 +13767,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.9" + "version": "3.11.3" } }, "nbformat": 4, diff --git a/covid19_confirmed_global.csv b/covid19_confirmed_global.csv new file mode 100644 index 00000000..7c16e250 --- /dev/null +++ b/covid19_confirmed_global.csv @@ -0,0 +1,290 @@ 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Territory,Australia,-35.4735,149.0124,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,3,4,6,9,19,32,39,39,53,62,71,77,78,80,84,87,91,93,96,96,96,99,100,103,103,103,102,103,103,103,103,103,103,104,104,104,104,105,106,106,106,106,106,106,106,106,106,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,111,112,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,116,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,120,120,120,120,122,122,122,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,129,131,133,152,169,191,207,219,226,245,261,291,300,314,335,361,374,386,398,421,433,451,483,498,509,528,548,563,587,602,617,630,652,665,680,710,725,742,749,765,782,798,817,849,874,893,906,928,959,1011,1063,1101,1129,1162,1190,1231,1271,1296,1326,1358,1386,1437,1483,1518,1538,1571,1588,1612,1636,1664,1677,1701,1710,1719,1731,1741,1749,1759,1768,1775,1780,1788,1803,1816,1822,1840,1853,1866,1884,1893,1902,1917,1928,1943,1953,1965,1971,1996,2013,2027,2042,2053,2072,2087,2095,2103,2110,2117,2124,2130,2134,2142,2146,2153,2159,2165,2167,2175,2179,2179,2196,2197,2200,2204,2210,2222,2242,2260,2278,2291,2307,2365,2450,2552,2694,2765,2942,3186,3311,3559,3564,4010,4919,5323,5323,7054,8021,9553,9429,12300,13248,13248,15834,17378,19908,21174,22396,23761,23761,27618,28510,28472,29240,30634,31366,31941,33071,33933,34418,34976,35520,36031,36474,37023,37426,37875,38143,38432,38698,38698,39613,40113,40538,40946,41380,41755,42163,42720,43246,43768,44100,44651,45086,45662,46591,47247,48187,48670,49088,49541,50214,51244,51916,52944,53607,54149,54683,55321,56474,57278,58021,58687,59305,59881,60654,61857,63148,64219,65341,66267,67243,68257,69571,70659,71683,72571,73344,74017,75421,76537,77714,78696,79515,80229,80964,81821,81821,82970,85177,86102,86887,87634,88543,89510,90567,90567,92330,92330,93713,94486,95625,96854,97825,98760,99485,99485,100927,101899,101899,103220,103220,104941,105739,106705,107769,108830,109879,110846,111599,112407,113368,114564,115688,116905,117882,118728,119548,120638,121713,122718,123655,124477,125220,125828,126633,127556,128440,129263,130085,130664,130664,131938,132735,133582,134286,134286,134286,134286,136860,137664,138407,138919,139894,140519,140519,141660,142629,143656,144597,145457,146264,147096,147942,148996,150123,151113,152199,153012,153939,155047,156472,157678,158826,160133,161158,162259,163404,164870,166162,167863,168983,169928,171071,172245,173590,174957,176165,176165,178225,179112,180333,181294,182701,183592,184636,185348,186138,187087,188191,189191,190198,190917,191473,191457,192138,192994,193557,194215,194705,195115,195621,196098,196642,197094,197561,197883,198193,198480,198866,199292,199673,199919,199919,200357,200570,200828,201089,201338,201579,201789,201956,202107,202308,202543,202737,202895,202895,203199,203320,203476,203613,203786,203786,203680,203680,203680,203680,203680,203680,204471,204397,204397,204397,204397,204397,204397,205128,205128,205128,205128,205128,205128,205128,205752,205752,205752,205752,205752,205752,205752,205752,206285,206285,206285,206285,206285,206285,206938,206938,206938,206938,206938,206938,206938,207667,207667,207667,207667,207667,207667,207667,208495,208495,208495,208495,208495,208495,208495,209414,209414,209414,209414,209414,209414,209414,210609,210609,210609,210609,210609,210609,210609,212092,212092,212092,212092,212092,212092,212092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+New South Wales,Australia,-33.8688,151.2093,0,0,0,0,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,6,6,13,22,22,26,28,38,48,55,65,65,92,112,134,171,210,267,307,353,436,669,669,818,1029,1219,1405,1617,1791,2032,2032,2182,2298,2389,2493,2580,2637,2686,2734,2773,2822,2857,2857,2863,2870,2886,2897,2926,2936,2957,2963,2969,2971,2976,2982,2994,3002,3004,3016,3016,3025,3030,3035,3033,3035,3042,3044,3047,3051,3053,3053,3053,3059,3063,3071,3074,3075,3076,3078,3081,3082,3084,3086,3087,3090,3092,3089,3090,3092,3092,3095,3098,3104,3104,3106,3110,3110,3109,3112,3114,3117,3117,3115,3119,3128,3131,3134,3135,3137,3143,3144,3149,3151,3150,3159,3162,3168,3174,3177,3184,3189,3203,3211,3211,3405,3419,3429,3433,3440,3453,3467,3474,3478,3492,3505,3517,3527,3535,3550,3568,3588,3599,3614,3633,3640,3654,3668,3685,3699,3718,3736,3756,3773,3784,3797,3809,3820,3832,3842,3851,3861,3875,3897,3915,3927,3936,3945,3950,3957,3959,3966,3971,3972,3981,3985,3988,3991,3997,4006,4019,4033,4040,4050,4063,4079,4091,4099,4104,4114,4118,4126,4135,4142,4152,4157,4166,4170,4177,4185,4190,4196,4198,4200,4204,4206,4212,4213,4217,4218,4218,4218,4220,4224,4227,4231,4232,4234,4235,4246,4249,4261,4271,4273,4278,4284,4295,4310,4321,4326,4333,4338,4342,4347,4357,4363,4370,4375,4382,4386,4398,4406,4411,4417,4421,4425,4432,4435,4443,4445,4454,4459,4462,4469,4469,4469,4469,4469,4469,4486,4498,4502,4509,4514,4517,4527,4538,4542,4548,4552,4552,4556,4564,4568,4577,4582,4588,4597,4603,4605,4610,4614,4620,4622,4624,4633,4639,4642,4645,4650,4657,4666,4682,4712,4748,4771,4789,4805,4823,4832,4847,4858,4872,4881,4906,4923,4928,4947,4958,4965,4973,4978,4984,4995,5001,5007,5018,5034,5041,5043,5045,5057,5066,5074,5076,5079,5084,5083,5084,5087,5090,5091,5093,5096,5099,5101,5104,5110,5112,5114,5117,5117,5119,5120,5123,5125,5129,5132,5134,5136,5138,5138,5139,5143,5143,5145,5146,5149,5150,5154,5155,5162,5166,5172,5177,5180,5183,5189,5193,5205,5207,5209,5210,5215,5220,5226,5234,5234,5237,5240,5242,5249,5251,5256,5259,5261,5266,5270,5273,5277,5278,5281,5281,5283,5288,5291,5296,5296,5299,5300,5303,5310,5316,5318,5320,5324,5330,5339,5344,5347,5356,5363,5370,5376,5384,5387,5395,5402,5418,5419,5420,5428,5440,5449,5464,5477,5481,5484,5489,5496,5506,5516,5521,5527,5533,5538,5542,5546,5551,5552,5555,5558,5560,5563,5565,5567,5567,5568,5570,5572,5574,5576,5576,5579,5580,5585,5587,5587,5588,5590,5590,5590,5595,5600,5605,5607,5610,5611,5612,5613,5619,5623,5626,5629,5631,5637,5642,5649,5655,5666,5684,5695,5725,5756,5778,5798,5826,5854,5886,5926,5942,5979,5997,6025,6064,6109,6161,6243,6359,6452,6551,6618,6716,6833,6942,7042,7121,7233,7357,7492,7651,7792,7943,8118,8294,8531,8703,8915,9153,9360,9562,9795,10063,10354,10662,10917,11201,11558,11902,12245,12629,13092,13503,13978,14416,15043,15717,16353,17173,17995,18800,19545,20466,21471,22346,23372,24585,25857,27026,28111,29390,30807,32323,33792,35064,36267,37724,39108,40616,42219,43436,44674,45782,47007,48341,49611,50919,51986,52922,53898,54919,55962,56988,57983,58931,59709,60561,61420,62353,63212,64014,64668,65279,65876,66456,67024,67669,68246,68712,69205,69552,69993,70391,70781,71099,71399,71658,71923,72202,72560,72899,73212,73500,73785,74057,74362,74634,74887,75112,75278,75407,75578,75766,76073,76314,76580,76824,76988,77207,77417,77671,77951,78200,78393,78556,78766,78994,79254,79468,79646,79821,79997,80163,80408,80681,80938,81170,81355,81499,81674,81916,82180,82514,82837,83118,83321,83572,83967,84384,84895,85447,85924,86453,87248,88595,90333,92532,95000,97558,100040,103073,106810,112496,118074,124322,130701,137011,143042,154191,166373,187504,210051,228307,249064,272160,307214,342133,380550,425593,455529,475731,501389,536025,628289,690758,738891,773447,802690,832520,864817,895004,919876,939615,960099,975564,994277,1015495,1033364,1083622,1103219,1121481,1139787,1086483,1098290,1110567,1121265,1129418,1137311,1144748,1154133,1164346,1174476,1183196,1191283,1197969,1197772,1212157,1222461,1232370,1241579,1249104,1254643,1259503,1268170,1277082,1285301,1292781,1299750,1305734,1311556,1320379,1330995,1342280,1351710,1361680,1370440,1379425,1392422,1405566,1421796,1435768,1448586,1461656,1470546,1481203,1511588,1531630,1551598,1570591,1587348,1602275,1623168,1647233,1671995,1695597,1715381,1732801,1749000,1770374,1795558,1817625,1843078,1863375,1880117,1895689,1914764,1938880,1961044,1981387,1998901,2014552,2028020,2043185,2061416,2079216,2094537,2108012,2117659,2128733,2139530,2154919,2172295,2187511,2200063,2211139,2219043,2228872,2241017,2254742,2266604,2278053,2287281,2294900,2304435,2316269,2334360,2345156,2356642,2365484,2373235,2383412,2395359,2407720,2419692,2430624,2439636,2447877,2458811,2471023,2481957,2492007,2501574,2510058,2517185,2525905,2534852,2545751,2554405,2561865,2568373,2574203,2581518,2589877,2597439,2604827,2611404,2616540,2620999,2627377,2635180,2643350,2650858,2657087,2662465,2667026,2672176,2679407,2688494,2696819,2704914,2711234,2717292,2725064,2734519,2743680,2752776,2761005,2768461,2775310,2783915,2794932,2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Brunswick,Canada,46.5653,-66.4619,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,6,8,11,11,11,17,17,17,18,18,33,45,51,66,68,70,81,91,91,91,98,103,105,105,108,112,112,114,116,116,117,117,117,117,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,122,123,126,128,129,132,132,133,135,136,136,136,137,146,147,151,153,154,157,157,160,163,164,164,164,164,164,164,165,165,165,165,165,165,165,165,165,165,165,165,165,165,165,165,166,166,166,166,166,167,168,168,168,168,169,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,174,176,176,176,176,176,177,178,180,180,184,186,186,186,186,186,188,188,189,189,190,190,190,191,191,191,191,191,192,192,192,192,192,192,192,192,193,193,193,193,194,194,194,194,194,194,194,196,196,197,199,200,200,200,200,200,200,200,200,201,201,203,205,222,225,238,258,272,278,284,292,292,297,297,310,313,313,319,322,324,326,328,331,334,337,341,342,343,344,344,344,347,349,350,353,354,355,355,355,356,358,364,367,375,379,388,392,401,424,430,445,450,453,465,477,481,495,501,508,514,520,528,530,534,536,541,542,546,554,555,557,558,559,567,573,573,578,574,578,580,585,587,588,590,592,593,595,596,599,601,611,618,635,662,693,717,735,765,779,800,817,836,859,884,911,947,973,1004,1025,1057,1087,1104,1124,1151,1161,1175,1202,1218,1230,1256,1264,1288,1302,1318,1325,1337,1344,1346,1361,1375,1377,1382,1398,1400,1401,1404,1407,1411,1417,1420,1424,1424,1424,1426,1427,1428,1430,1430,1431,1435,1438,1443,1447,1453,1455,1460,1460,1460,1462,1465,1465,1470,1471,1476,1477,1484,1486,1489,1490,1498,1505,1517,1546,1559,1571,1577,1588,1601,1613,1623,1632,1641,1652,1662,1665,1679,1686,1694,1713,1722,1732,1736,1752,1760,1767,1778,1788,1797,1797,1804,1823,1839,1847,1851,1858,1882,1890,1900,1915,1933,1939,1954,1958,1969,1980,1988,1996,2002,2013,2015,2024,2040,2045,2052,2063,2073,2083,2091,2098,2113,2115,2129,2144,2153,2163,2172,2181,2191,2200,2212,2215,2227,2243,2253,2262,2265,2266,2267,2280,2283,2284,2291,2298,2299,2302,2305,2309,2311,2316,2318,2318,2319,2320,2322,2323,2324,2325,2326,2329,2332,2332,2336,2336,2337,2338,2336,2336,2336,2336,2336,2336,2336,2336,2336,2343,2345,2345,2346,2346,2346,2346,2347,2350,2350,2350,2351,2352,2354,2358,2365,2365,2383,2383,2394,2396,2409,2414,2414,2434,2439,2447,2460,2471,2490,2490,2490,2530,2543,2559,2582,2614,2614,2614,2672,2687,2697,2705,2721,2721,2721,2760,2763,2774,2784,2798,2798,2798,2798,2852,2868,2885,2909,2909,2909,3031,3066,3129,3180,3237,3237,3237,3436,3501,3577,3629,3707,3768,3850,3936,4004,4088,4187,4272,4412,4505,4580,4670,4741,4857,4987,5087,5160,5258,5367,5449,5582,5669,5735,5793,5846,5896,5965,6032,6072,6112,6163,6185,6206,6263,6332,6380,6413,6445,6476,6516,6576,6615,6666,6716,6769,6813,6865,6934,7004,7069,7129,7194,7234,7268,7350,7422,7512,7579,7669,7731,7806,7893,7988,8087,8172,8217,8263,8318,8411,8506,8603,8680,8798,8869,8938,9049,9223,9366,9492,9604,9704,9813,9973,10150,10313,10446,10554,10672,10828,11065,11322,11587,11587,11587,12226,12532,13018,13590,14272,14272,14272,16820,17566,18345,19017,19857,20278,20479,20699,20890,21249,21553,21979,22388,22768,23173,23503,24001,24489,25003,25465,25465,26391,26741,26741,27649,28045,28442,28716,28885,29113,29494,29905,30306,30602,30756,31017,31276,31597,31948,32307,32610,32876,33066,33342,33647,33968,34222,34222,34222,34222,35370,35670,36035,36417,36417,36417,37482,37769,38155,38546,38937,38937,38937,40070,40312,40654,41109,41512,41512,41512,41512,42320,42320,42320,42320,42320,42320,42320,45101,45101,45101,45101,45101,45101,45101,48197,48197,48197,48197,51854,51854,51854,51854,51854,51854,51854,55812,55812,55812,55812,55812,55812,55812,58768,58768,58768,58768,58768,58768,58768,58768,58768,58768,58768,60756,60756,60756,60756,60756,60756,60756,62148,62148,62148,62148,62148,62148,62148,63486,63486,63486,63486,63486,63486,63486,64490,64490,64490,64490,64490,64490,64490,65258,65258,65258,65258,65258,65258,65258,65812,65812,65812,65812,65812,65812,65812,66345,66345,66345,66816,66816,66816,66816,66816,66816,66816,67241,67241,67241,67241,67241,67241,67241,67725,67725,67725,67725,67725,67725,67725,68493,68493,68493,68493,68493,68493,68493,68493,68493,68493,68493,68493,68493,69537,69537,69537,69537,69537,69537,69537,70541,70541,70541,70541,70541,70541,70541,71479,71479,71479,71479,71479,71479,71479,72226,72226,72226,72226,72226,72226,72226,72968,72968,72968,72968,72968,72968,72968,73643,73643,73643,73643,73643,73643,73643,74440,74440,74440,74440,74440,74440,74440,75152,75152,75152,75152,75152,75152,75152,75741,75741,75741,75741,75741,75741,75741,76316,76316,76316,76316,76316,76316,76316,76902,76902,76902,76902,76902,76902,76902,76902,76902,76902,77460,77460,77460,77460,78056,78056,78056,78056,78056,78056,78056,78687,78687,78687,78687,78687,78687,78687,78687,78687,78687,79434,79434,79434,79434,80126,80126,80126,80126,80126,80126,80126,80126,80126,80126,80715,80715,80715,80715,80715,8071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+Newfoundland and Labrador,Canada,53.1355,-57.6604,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,3,4,6,9,24,35,35,82,102,120,135,148,152,175,183,183,195,217,226,228,232,236,239,241,242,244,244,247,252,256,256,256,256,256,256,256,256,257,258,258,258,258,258,259,259,259,259,259,259,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,262,262,262,262,262,262,262,262,262,262,262,263,264,264,265,265,266,266,266,266,266,266,266,266,266,266,266,266,267,267,267,268,268,268,268,268,268,268,268,268,268,268,268,268,268,268,268,268,268,269,269,269,269,269,269,269,269,270,270,270,270,270,270,270,271,271,271,271,271,271,272,272,272,272,272,272,272,272,272,273,273,273,274,275,275,276,277,277,277,277,277,279,282,282,283,283,283,284,287,287,287,287,287,287,288,288,289,290,291,291,291,291,291,291,291,291,291,292,294,294,296,297,297,297,298,298,299,301,303,303,305,307,308,311,316,319,321,323,324,327,331,333,337,338,339,340,340,343,347,351,351,352,353,354,355,358,358,359,359,364,367,372,380,382,382,383,384,384,384,384,387,389,390,390,390,390,390,390,391,392,392,392,392,392,393,393,393,393,394,395,395,396,396,396,396,397,398,398,398,398,398,400,404,408,408,408,408,408,410,411,412,415,416,427,457,510,610,660,686,697,704,711,755,803,863,901,926,939,954,962,972,976,980,987,989,994,997,1002,1003,1005,1006,1009,1010,1010,1011,1012,1012,1012,1012,1013,1013,1014,1014,1014,1014,1014,1014,1015,1015,1015,1015,1016,1016,1018,1019,1020,1020,1020,1020,1020,1020,1021,1022,1025,1029,1029,1030,1031,1034,1036,1039,1042,1043,1046,1048,1049,1052,1053,1056,1058,1062,1062,1066,1068,1076,1081,1099,1104,1108,1114,1120,1127,1133,1138,1141,1156,1166,1173,1179,1184,1193,1203,1209,1212,1216,1226,1230,1253,1258,1269,1273,1279,1293,1302,1309,1311,1317,1334,1340,1342,1347,1352,1354,1357,1360,1365,1368,1374,1375,1379,1381,1382,1383,1383,1383,1383,1383,1384,1384,1384,1384,1384,1384,1385,1385,1386,1386,1387,1387,1387,1400,1400,1400,1400,1402,1402,1402,1402,1407,1410,1433,1433,1433,1433,1437,1437,1437,1437,1437,1437,1437,1437,1437,1437,1437,1437,1437,1437,1440,1440,1441,1441,1443,1443,1443,1443,1443,1443,1443,1447,1447,1447,1450,1450,1456,1456,1458,1458,1458,1460,1460,1462,1462,1469,1469,1469,1478,1478,1486,1486,1491,1491,1491,1506,1511,1520,1520,1532,1532,1532,1541,1541,1551,1551,1555,1555,1555,1570,1586,1609,1609,1654,1668,1692,1717,1731,1747,1747,1788,1797,1805,1819,1824,1833,1840,1848,1848,1848,1848,1869,1873,1877,1881,1881,1881,1889,1889,1898,1898,1928,1928,1928,1964,1964,1984,1984,1992,1992,1992,1994,1994,1995,1995,2003,2003,2003,2012,2012,2019,2019,2025,2025,2025,2027,2027,2031,2031,2035,2035,2035,2038,2038,2042,2042,2048,2048,2048,2057,2057,2059,2059,2064,2064,2064,2071,2071,2076,2076,2078,2078,2078,2093,2093,2106,2106,2152,2175,2213,2240,2267,2327,2427,2512,2512,2512,2869,3063,3375,3724,4155,4597,5063,5582,6075,6554,7057,7537,7949,8316,9451,10201,10931,11617,12092,12406,12790,13032,13327,13838,14198,14522,14805,15166,15515,15811,16115,16493,16758,16966,17176,17359,17538,17786,17984,18242,18464,18574,18740,18950,19200,19443,19710,19954,20191,20365,20578,20757,21073,21307,21613,21737,21974,22220,22468,22755,23147,23443,23699,24026,24392,24781,25278,25728,26197,26529,26972,27507,28103,28783,29365,30100,30627,31070,31553,31553,32113,32113,32113,32113,33385,34607,34607,35293,35293,35293,35293,36254,37411,37411,38331,38331,38630,38630,39019,39693,39693,40336,40336,40336,40336,40336,40336,41587,42038,42038,42038,42038,42038,42761,42761,43129,43129,43129,43129,43401,43713,43713,43920,43920,43920,43920,44148,44345,44345,44529,44529,44529,44529,44741,44892,44892,45037,45037,45037,45037,45145,45145,45145,45409,45409,45409,45409,45409,45409,45409,45775,45775,45775,45775,45775,45775,46109,46183,46183,46183,46183,46183,46183,46183,46647,46647,46891,46891,46891,46891,46891,46891,46891,47353,47353,47353,47353,47353,47353,47353,47773,47773,47773,47773,47773,47773,47773,48179,48179,48179,48179,48179,48179,48179,48179,48179,48179,48179,48179,48179,48593,48593,48593,48593,48593,48593,48593,48954,48954,48954,48954,48954,48954,48954,49412,49412,49412,49412,49412,49412,49412,49748,49748,49748,49748,49748,49748,49748,50091,50091,50091,50091,50091,50091,50091,50430,50430,50430,50430,50430,50430,50430,50810,50810,50810,50810,50810,50810,50810,51111,51111,51111,51111,51111,51111,51111,51329,51329,51329,51329,51329,51329,51329,51446,51446,51446,51446,51446,51446,51446,51580,51580,51580,51580,51580,51580,51580,51580,51580,51580,51743,51743,51743,51743,51955,51955,51955,51955,51955,51955,51955,52111,52111,52111,52111,52111,52111,52111,52335,52335,52335,52335,52335,52335,52335,52552,52552,52552,52552,52552,52552,52552,52552,52552,52552,52802,52802,52802,52802,52802,52802,52802,52802,52973,52973,52973,52973,52973,52973,53150,53150,53150,53150,53150,53150,53150,53299,53299,53299,53299,53299,53299,53299,53465,53465,53465,53465,53465,53465,53465,53635,53635,53635,53635,53635,53635,53635,53785,53785,53785,53785,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,54113,54113,54113,54113,54113,54113,54113,54113,54113,54113,54113,54113,54113,54113,54332,54332,54332,54332,54332,54332,54332,54332,54332,54332,54332,54332,54332,54332,54473,54473,54473,54473,54473,54473,54473,54473,54473,54473,54473,54473,54473,54473,54583,54583,54583,54583,54583,54583,54583,54583,54583,54583,54583,54583,54583,54583,54757,54757,54757,54757 +Northwest Territories,Canada,64.8255,-124.8457,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,2,2,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,8,8,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,20,21,21,21,22,22,23,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,25,25,28,28,30,30,31,31,31,31,31,31,31,31,31,31,31,31,32,32,32,32,32,32,32,33,34,38,38,38,38,38,38,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,45,46,48,48,48,51,51,51,51,51,51,52,59,71,85,98,99,99,99,102,112,114,115,121,121,121,121,125,126,126,127,127,127,127,127,127,127,127,127,127,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,129,129,129,130,130,130,130,131,131,131,131,131,133,146,202,259,259,300,329,329,329,351,358,377,395,400,400,400,452,461,475,486,499,499,499,499,522,540,563,591,591,591,647,679,695,720,749,749,749,807,834,852,882,918,918,918,970,1019,1059,1059,1143,1143,1143,1240,1305,1360,1411,1456,1456,1456,1456,1537,1580,1617,1638,1638,1638,1694,1712,1746,1763,1786,1786,1786,1826,1843,1860,1863,1863,1863,1871,1880,1886,1886,1886,1886,1886,1886,1925,1951,1951,1951,2001,2001,2021,2028,2029,2032,2032,2036,2036,2044,2055,2057,2059,2059,2059,2059,2059,2060,2063,2068,2068,2069,2069,2069,2069,2069,2069,2070,2070,2070,2071,2071,2076,2082,2082,2082,2082,2082,2083,2090,2090,2090,2090,2090,2090,2090,2090,2187,2229,2229,2229,2229,2419,2495,2652,2801,2801,2801,3107,3322,3467,3587,3741,3741,3741,4055,4234,4372,4508,4680,4680,4680,4962,5120,5295,5446,5614,5614,5614,5865,6073,6221,6363,6550,6550,6550,6846,6919,7029,7126,7343,7343,7343,7678,7776,7907,7987,8085,8085,8085,8302,8424,8495,8594,8682,8682,8682,8797,8924,9007,9080,9122,9122,9122,9231,9325,9400,9466,9514,9514,9514,9590,9666,9737,9790,9843,9843,9843,9942,10005,10106,10235,10333,10333,10333,10547,10679,10779,10877,10951,10951,10951,11004,11004,11004,11004,11004,11004,11004,11136,11136,11136,11136,11136,11136,11136,11136,11217,11217,11217,11217,11217,11217,11286,11286,11286,11286,11286,11286,11286,11373,11373,11373,11373,11373,11373,11373,11426,11426,11426,11426,11426,11426,11426,11426,11426,11426,11426,11426,11426,11426,11436,11436,11436,11436,11436,11436,11436,11457,11457,11457,11457,11457,11478,11478,11478,11478,11478,11478,11478,11495,11495,11495,11495,11495,11495,11495,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11506,11506,11506,11506,11506,11506,11506,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511 +Nova Scotia,Canada,44.682,-63.7443,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,7,12,14,15,21,28,41,51,68,73,90,110,122,127,147,173,193,207,236,262,293,310,342,373,407,428,445,474,517,549,579,606,649,675,721,737,772,827,850,865,873,900,915,935,947,959,963,971,985,991,998,1007,1008,1011,1018,1019,1020,1024,1026,1034,1037,1040,1043,1044,1045,1046,1048,1049,1050,1051,1052,1053,1055,1055,1056,1056,1057,1057,1058,1058,1058,1058,1059,1059,1060,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1062,1062,1064,1064,1064,1064,1065,1065,1066,1066,1066,1066,1066,1066,1066,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1069,1069,1071,1071,1071,1071,1071,1071,1071,1071,1071,1071,1071,1071,1072,1074,1074,1075,1075,1076,1077,1077,1078,1080,1080,1080,1081,1081,1083,1083,1083,1085,1085,1085,1085,1085,1085,1085,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1087,1087,1087,1087,1087,1087,1087,1087,1088,1088,1089,1089,1089,1089,1089,1089,1089,1089,1092,1092,1092,1092,1092,1092,1093,1095,1097,1097,1097,1097,1097,1097,1100,1100,1101,1102,1102,1102,1104,1109,1111,1113,1114,1118,1119,1121,1125,1128,1129,1132,1134,1134,1136,1142,1144,1146,1151,1154,1155,1160,1168,1179,1190,1227,1243,1257,1266,1280,1290,1305,1315,1332,1343,1358,1364,1368,1376,1383,1389,1393,1402,1409,1415,1420,1426,1430,1436,1442,1443,1445,1447,1454,1458,1465,1465,1465,1465,1478,1480,1483,1486,1497,1499,1501,1505,1508,1520,1523,1525,1528,1528,1533,1534,1542,1548,1550,1554,1557,1557,1561,1564,1565,1570,1570,1571,1571,1572,1576,1576,1577,1580,1580,1581,1582,1583,1584,1584,1584,1585,1586,1587,1588,1590,1590,1592,1593,1594,1597,1600,1602,1604,1608,1609,1610,1613,1616,1624,1634,1638,1641,1642,1643,1646,1649,1651,1657,1659,1659,1664,1665,1665,1665,1669,1670,1670,1672,1674,1677,1680,1682,1688,1690,1691,1696,1699,1704,1709,1711,1711,1714,1716,1719,1728,1732,1739,1741,1747,1749,1754,1756,1763,1768,1775,1781,1783,1786,1792,1800,1807,1822,1831,1856,1894,1938,1990,2053,2119,2215,2290,2360,2427,2575,2708,2854,3007,3182,3364,3591,3754,3917,4034,4152,4297,4407,4524,4610,4736,4827,4917,5000,5065,5149,5213,5286,5335,5387,5424,5457,5497,5530,5550,5567,5579,5593,5618,5633,5651,5663,5680,5694,5707,5721,5726,5736,5742,5749,5751,5759,5773,5784,5789,5791,5791,5793,5793,5798,5814,5825,5828,5831,5832,5836,5840,5842,5850,5853,5854,5861,5862,5864,5865,5866,5869,5869,5870,5870,5870,5870,5870,5873,5873,5873,5880,5880,5882,5882,5882,5883,5885,5885,5886,5887,5887,5887,5887,5893,5895,5899,5900,5900,5900,5907,5908,5911,5918,5919,5919,5919,5928,5929,5938,5946,5956,5956,5956,5973,5982,5989,5990,5999,5999,5999,6030,6031,6038,6042,6047,6054,6065,6072,6076,6090,6107,6117,6149,6178,6188,6254,6260,6294,6312,6312,6312,6367,6392,6411,6452,6486,6486,6486,6569,6598,6638,6638,6715,6715,6715,6800,6839,6864,6893,6918,6945,6961,6977,7011,7033,7059,7077,7114,7133,7155,7161,7166,7185,7208,7208,7208,7265,7272,7298,7328,7354,7354,7354,7413,7424,7462,7512,7550,7550,7550,7661,7717,7746,7746,7815,7815,7815,7913,7944,7963,7985,8012,8012,8012,8072,8100,8119,8141,8169,8169,8169,8227,8288,8322,8362,8381,8381,8381,8427,8448,8481,8532,8655,8784,8895,9009,9136,9314,9601,9995,10421,10897,11382,11904,12441,13130,13741,14310,14888,15469,16030,16616,17127,17745,18454,19638,20658,21678,21678,22520,23265,23265,23265,25925,26741,27357,28194,28736,28736,28736,30950,31445,31860,32387,33083,33083,33083,34689,35051,35543,35889,36255,36255,36255,37803,38059,38333,38728,39129,39129,39129,40454,40767,40986,41351,41716,41716,41716,42657,42815,43041,43264,43506,43506,43506,44240,44240,44351,44551,44738,44738,44738,44908,45795,46012,46374,46795,46795,46795,47089,47089,47089,47089,48471,48471,48471,48471,48471,48471,48471,48471,48471,48471,51359,51359,51359,51359,54812,54812,54812,54812,54812,54812,54812,59000,59000,59000,59000,59000,59000,59000,59000,65991,65991,65991,65991,65991,72903,72903,72903,72903,72903,72903,72903,72903,80411,80411,80411,80411,80411,80411,80411,85847,85847,85847,85847,85847,85847,85847,89262,89262,89262,89262,89262,89262,89262,92380,92380,92380,92380,92380,92380,92380,94893,94893,94893,94893,94893,94893,94893,96477,96477,96477,96477,96477,96477,96477,98040,98040,98040,98040,98040,98040,98040,99514,101990,101990,101990,101990,101990,101990,101990,103561,103561,103561,103561,103561,103561,103561,105032,105032,105032,105032,105032,105032,105032,106707,106707,106707,106707,106707,106707,106707,106707,106707,106707,106707,106707,106707,108125,108125,108125,108125,108125,108125,108125,111769,111769,111769,111769,111769,111769,111769,113669,113669,113669,113669,113669,113669,113669,115417,115417,115417,115417,115417,115417,115417,117142,117142,117142,117142,117142,117142,117142,118671,118671,118671,118671,118671,118671,118671,120055,120055,120055,120055,120055,120055,120055,121380,121380,121380,121380,121380,121380,121380,122458,122458,122458,122458,122458,122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Princess,0.0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,61,61,64,135,135,175,175,218,285,355,454,542,621,634,634,634,691,691,691,705,705,705,705,705,705,706,706,706,706,706,706,706,706,706,706,706,706,706,706,706,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712 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Salvador,13.7942,-88.8965,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,3,5,9,13,13,19,24,30,32,32,41,46,56,62,69,78,93,103,117,118,125,137,149,159,164,177,190,201,218,225,237,250,274,274,298,323,345,377,395,424,446,490,555,587,633,695,742,784,889,958,998,1037,1112,1210,1265,1338,1413,1498,1571,1640,1725,1819,1915,1983,2042,2109,2194,2278,2395,2517,2582,2653,2705,2781,2849,2934,3015,3104,3191,3274,3373,3481,3603,3720,3826,3941,4066,4200,4329,4475,4626,4808,4973,5150,5336,5517,5727,5934,6173,6438,6736,7000,7267,7507,7777,8027,8307,8566,8844,9142,9391,9674,9978,10303,10645,10957,11207,11508,11846,12207,12582,12975,13377,13792,14221,14630,15035,15446,15841,16230,16632,17050,17448,17843,18262,18701,19126,19544,19978,20423,20872,21269,21644,21993,22314,22619,22912,23193,23462,23717,23964,24200,24420,24622,24811,24986,25140,25284,25415,25537,25635,25729,25820,25904,26000,26099,26206,26308,26413,26511,26602,26688,26773,26851,26928,27009,27088,27163,27249,27346,27428,27553,27798,27954,28201,28415,28630,28722,28630,28809,28981,29077,29175,29269,29358,29450,29539,29634,29737,29842,29951,30070,30196,30335,30480,30766,31061,31265,31456,31666,31826,31975,32120,32262,32421,32585,32752,32925,33090,33264,33445,33631,33826,34015,34214,34404,34577,34782,34966,35145,35326,35509,35684,35862,36030,36195,36358,36516,36669,36819,36965,37109,37250,37404,37562,37719,37884,38058,38228,38405,38586,38758,38941,39130,39327,39515,39718,39930,40131,40345,40551,40741,40946,41163,41394,41631,41880,42132,42397,42641,42914,43195,43477,43772,44058,44328,44619,44892,44892,45157,45415,45684,45960,46242,46515,46803,46803,47087,47355,47645,47948,48255,48574,48905,49224,49539,49859,50157,50467,50784,51107,51437,51772,52094,52388,52672,52949,53218,53479,53738,53989,54241,54488,54723,54966,55195,55416,55623,55821,56025,56237,56442,56653,56859,57046,57229,57428,57638,57839,58023,58200,58374,58546,58728,58903,59071,59235,59396,59555,59712,59866,60021,60181,60337,60491,60640,60800,60952,61101,61251,61398,61539,61677,61814,61947,62086,62229,62377,62531,62691,62853,63017,63188,63344,63490,63631,63766,63900,64039,64168,64298,64431,64573,64726,64875,65030,65180,65337,65491,65491,65491,65491,65491,65491,66489,66489,66816,66956,67099,67249,67404,67557,67557,67851,68007,68161,68318,68468,68468,68468,68922,68922,69198,69198,69198,69198,69727,69727,69997,69997,70255,70255,70380,70380,70380,70915,70915,70915,71330,71479,71479,71479,71479,71479,72220,72220,72220,72220,72821,72821,72821,73246,73246,73246,73702,73702,73702,74141,74141,74141,74141,74141,74983,74983,75351,75351,75351,75351,75351,76297,76495,76495,76697,76697,77100,77484,77484,77484,77484,77484,77484,78572,78766,78766,78766,78766,78766,79790,79790,80235,80235,80235,80932,80932,80932,81644,81644,82130,82363,82605,82852,82852,82852,82852,82852,84144,84144,84691,84691,84691,84691,85779,86059,86059,86620,86620,86620,87498,87498,87498,88371,88371,88371,88371,88371,88371,90129,90129,90129,90129,90129,90129,90129,92135,92416,92686,92686,92686,92686,92686,94060,94060,94060,94060,94060,94060,94060,96067,96067,96067,96067,96067,96067,96067,96067,98122,98122,98122,98122,99701,99701,99701,99701,99701,99701,99701,102024,102024,102024,102024,102024,102024,102024,104348,104348,104348,104348,104348,104348,104348,104348,104348,107335,107664,107664,107664,107664,107664,107664,107664,109881,110188,110188,110188,110188,110188,110188,110188,112290,112290,112290,112290,113422,113422,113422,113422,113422,113422,113422,113422,113422,113422,113422,116258,116258,116258,116258,117350,117350,117544,117722,117884,118041,118041,118041,118041,118041,118041,118041,118041,118041,118041,118041,118041,118919,119803,119803,119803,119803,119803,119803,119803,119803,119803,119803,119803,119803,119803,119803,121127,121200,121267,121267,121384,121437,121484,121530,121530,121623,121623,121661,121741,121741,121741,121741,121741,121741,121945,121945,121945,121945,122063,122063,122063,122063,122234,122234,122469,122628,122628,123025,123025,123577,123577,123577,123577,123577,123577,123577,127012,127012,127012,127012,127012,127012,127012,127012,133262,134155,135109,135109,135109,135109,135109,135109,135109,135109,135109,135109,135109,135109,135109,135109,147786,147786,147786,147786,147786,147786,147786,147786,147786,147786,147786,147786,147786,147786,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,160305,160942,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161570,161570,161570,161570,161570,161570,161945,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162755,162755,162755,162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+,Equatorial Guinea,1.6508,10.2679,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,4,6,6,6,6,9,9,9,12,12,12,12,12,12,15,15,16,16,16,16,16,18,18,18,18,21,21,41,51,51,79,79,79,79,83,84,84,214,258,258,258,315,315,315,315,315,315,315,315,439,439,439,439,439,439,439,522,583,594,594,594,719,825,890,903,960,960,960,1043,1043,1043,1043,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1664,1664,1664,1664,1664,1664,1664,1664,1664,2001,2001,2001,2001,2001,2001,2001,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4892,4892,4926,4926,4926,4926,4926,4928,4928,4941,4941,4941,4941,4965,4965,4965,4972,4972,4972,4985,4985,4990,4990,4996,4996,4996,5000,5000,5000,5002,5002,5002,5002,5002,5018,5018,5018,5018,5028,5028,5028,5030,5030,5045,5045,5045,5045,5045,5052,5052,5062,5063,5063,5063,5066,5066,5068,5068,5068,5070,5070,5070,5074,5074,5074,5074,5079,5079,5079,5083,5083,5083,5083,5088,5088,5089,5089,5089,5092,5092,5092,5092,5092,5102,5102,5104,5104,5104,5104,5104,5121,5121,5121,5121,5130,5130,5137,5137,5137,5146,5146,5153,5153,5153,5156,5156,5159,5159,5159,5159,5166,5166,5183,5183,5183,5185,5185,5185,5195,5195,5214,5214,5214,5214,5231,5231,5236,5236,5236,5236,5248,5248,5248,5264,5277,5277,5277,5277,5279,5279,5286,5286,5289,5289,5289,5296,5296,5316,5316,5316,5356,5356,5365,5365,5365,5365,5401,5401,5401,5454,5454,5492,5492,5516,5516,5516,5534,5534,5534,5534,5578,5578,5578,5614,5614,5658,5663,5663,5694,5694,5694,5694,5694,5747,5747,5798,5798,5798,5852,5852,5852,5957,6005,6005,6095,6095,6210,6210,6210,6329,6329,6371,6371,6371,6456,6456,6562,6562,6562,6603,6603,6666,6666,6736,6736,6780,6780,6851,6851,6851,6902,6902,6914,6914,6914,7008,7008,7008,7008,7059,7059,7059,7059,7059,7219,7219,7219,7219,7259,7259,7259,7259,7259,7259,7505,7505,7505,7559,7559,7559,7559,7559,7559,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,8436,8436,8436,8436,8476,8476,8476,8476,8476,8529,8529,8529,8572,8572,8572,8572,8626,8626,8626,8640,8640,8640,8640,8650,8650,8662,8662,8662,8680,8698,8698,8698,8708,8708,8708,8712,8712,8723,8723,8723,8734,8734,8742,8742,8759,8759,8759,8775,8775,8790,8790,8790,8790,8815,8815,8828,8828,8828,8828,8828,8828,8848,8848,8848,8863,8863,8863,8863,8880,8880,8880,8880,8880,8880,8911,8911,8928,8928,8940,8940,8951,8951,8951,8951,8951,8951,8972,8972,8972,8972,9010,9010,9049,9049,9049,9049,9096,9173,9173,9173,9173,9326,9326,9477,9477,9477,9760,9760,9760,9939,9939,9939,10284,10284,10498,10498,10498,10498,10792,11063,11063,11063,11063,11063,11544,11544,11806,11806,11806,11806,11806,11806,12214,12362,12362,12362,12362,12532,12532,12532,12657,12657,12657,12657,12786,12786,12840,12840,12840,12840,12840,13020,13020,13097,13097,13097,13166,13166,13166,13236,13236,13236,13304,13368,13368,13368,13377,13377,13407,13407,13407,13407,13459,13459,13459,13485,13485,13485,13485,13485,13519,13519,13519,13525,13538,13538,13538,13547,13547,13547,13579,13579,13579,13579,13592,13592,13599,13599,13599,13599,13599,13599,13599,13599,13612,13612,13612,13612,13612,13617,13617,13618,13618,13618,13618,13618,13618,13623,13623,13630,13630,13630,13637,13637,13710,13710,13710,13710,13710,13710,13876,13876,14401,14401,14401,14871,14871,14871,14871,15319,15319,15319,15492,15492,15558,15558,15558,15690,15690,15732,15732,15774,15774,15802,15802,15802,15802,15828,15828,15828,15845,15845,15845,15850,15850,15850,15853,15853,15859,15859,15859,15869,15869,15870,15870,15870,15870,15874,15874,15874,15877,15877,15877,15877,15884,15884,15885,15885,15885,15889,15889,15894,15894,15894,15894,15894,15895,15895,15898,15898,15898,15899,15899,15899,15899,15899,15902,15999,15999,15999,15999,15999,16000,16000,16000,16000,16000,16000,16000,16000,16000,16001,16001,16001,16001,16001,15904,15904,15906,15906,15906,15906,15906,15906,15907,15907,15907,15907,15907,15907,15907,15907,15907,15907,15907,15907,15907,15907,15908,15908,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15914,15915,15915,15915,15921,15921,15923,15923,15923,15924,15924,15924,15927,15931,15933,15937,15937,15937,15945,15945,15945,15945,15951,15951,15951,15951,15955,15962,15962,15995,15995,15995,15995,16034,16034,16034,16087,16087,16087,16114,16191,16191,16191,16383,16383,16383,16467,16504,16504,16504,16584,16584,16584,16621,16621,16654,16654,16654,16654,16654,16704,16704,16708,16708,16723,16723,16723,16741,16741,16741,16741,16771,16776,16776,16785,16789,16789,16795,16892,16892,16892,16898,16898,16914,16914,16917,16917,16917,16920,16937,16938,16938,16945,16945,16945,16946,16950,16956,16956,16957,16957,16957,16957,16962,16964,16964,16965,16965,16965,16965,16970,16990,16991,16991,16991,16991,16991,16994,17006,17006,17009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Barthelemy,France,17.9,-62.8333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,3,3,3,1,1,1,1,1,1,1,3,3,3,3,3,3,3,3,3,3,3,3,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,8,8,8,8,9,9,9,9,9,9,9,13,13,13,13,13,13,13,13,13,16,16,16,16,16,16,16,16,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,21,21,21,21,21,23,23,23,23,23,23,23,23,45,45,45,48,48,48,48,48,48,62,62,62,62,62,62,62,62,65,65,65,65,65,67,72,72,72,72,72,72,77,77,77,83,83,83,83,83,89,89,89,89,89,90,90,90,90,90,90,90,90,109,109,109,109,109,109,127,127,127,127,127,127,127,127,127,127,127,127,152,152,152,152,152,152,152,164,164,164,164,164,164,164,172,172,172,172,172,182,182,182,182,182,182,182,189,189,189,189,189,190,190,190,190,191,191,191,191,191,191,191,224,224,224,224,224,224,224,281,281,281,281,376,376,376,376,376,376,376,376,379,379,379,379,379,379,379,379,379,425,425,425,425,425,475,475,475,475,475,475,475,475,475,533,533,533,533,612,612,612,612,612,612,612,671,671,671,671,671,671,671,671,725,725,725,725,725,725,725,776,776,776,776,776,776,776,857,857,857,857,857,857,910,910,910,910,910,910,910,928,928,928,928,928,928,928,928,954,954,954,954,954,954,954,976,976,976,976,976,976,976,988,988,988,988,988,988,994,994,994,994,994,994,994,994,1010,1010,1010,1010,1010,1010,1010,1016,1016,1016,1016,1016,1016,1016,1023,1023,1023,1023,1023,1023,1023,1029,1029,1029,1029,1029,1029,1029,1032,1032,1032,1032,1032,1032,1032,1040,1040,1040,1040,1040,1040,1040,1043,1043,1043,1043,1043,1043,1043,1046,1046,1046,1046,1046,1046,1046,1052,1052,1052,1052,1052,1052,1057,1057,1057,1057,1057,1057,1057,1065,1065,1065,1065,1065,1065,1065,1221,1335,1335,1335,1335,1335,1335,1389,1399,1399,1453,1453,1453,1453,1453,1479,1479,1532,1532,1532,1532,1553,1553,1553,1553,1553,1553,1553,1592,1592,1592,1592,1592,1592,1592,1592,1592,1593,1593,1607,1607,1607,1607,1607,1607,1613,1613,1613,1613,1613,1613,1624,1624,1624,1624,1624,1624,1624,1624,1624,1634,1634,1634,1634,1634,1634,1634,1649,1649,1649,1649,1649,1649,1649,1658,1658,1658,1658,1658,1658,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1660,1660,1660,1660,1660,1661,1661,1661,1661,1661,1661,1661,1661,1661,1661,1661,1661,1661,1666,1666,1666,1666,1666,1666,1666,1666,1672,1672,1672,1672,1672,1672,1674,1674,1674,1674,1674,1674,1674,1683,1683,1683,1683,1683,1683,1683,1683,1692,1692,1692,1692,1692,1692,1725,1726,1726,1895,1895,1895,1895,1895,1955,1955,2363,2363,2363,2363,2363,2390,2390,2927,2927,2927,2927,2952,2952,2952,3282,3282,3282,3282,3282,3282,3282,3435,3435,3435,3435,3435,3435,3435,3435,3435,3435,3435,3435,3435,3435,3687,3687,3687,3687,3687,3687,3687,3735,3735,3735,3735,3735,3735,3735,3758,3758,3758,3758,3758,3758,3758,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3805,3805,3805,3805,3805,3805,3805,3883,3883,3883,4150,4150,4150,4150,4150,4150,4150,4313,4313,4313,4313,4313,4313,4313,4432,4432,4432,4432,4432,4432,4432,4432,4432,4432,4432,4443,4443,4443,4544,4544,4544,4544,4544,4544,4544,4575,4575,4575,4575,4575,4575,4575,4611,4611,4611,4611,4611,4611,4611,4611,4611,4611,4611,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4646,4646,4646,4646,4646,4646,4646,4671,4671,4671,4671,4671,4671,4671,4697,4697,4697,4697,4697,4697,4697,4740,4740,4740,4740,4740,4740,4740,4845,4845,4845,4845,4845,4845,4845,4954,4954,4954,4954,4954,4954,4954,5055,5055,5055,5055,5055,5055,5055,5138,5138,5138,5138,5138,5138,5138,5138,5138,5138,5138,5138,5138,5177,5208,5208,5208,5208,5208,5208,5208,5208,5208,5208,5208,5208,5208,5208,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5285,5285,5285,5285,5285,5285,5285,5285,5285,5285,5285,5285,5285,5285,5302,5302,5302,5302,5302,5302,5302,5302,5302,5302,5302,5302,5302,5302,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5336,5336,5336,5336,5336,5336,5336,5336,5336,5336,5336,5336,5336,5336,5348,5348,5348,5348,5348,5348,5348,5348,5348,5348,5348,5348,5348,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5402,5402,5402,5402,5402,5402,5402,5418,5418,5418,5418,5418,5418,5418,5418,5418,5418,5418,5418,5418,5418,5420,5420,5420,5420,5420,5420,5420,5420,5420,5420,5420,5420,5420,5420,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5439,5439,5439,5439,5439,5439,5439,5439,5439,5439,5439,5439,5439,5439,5441,5441 +Saint Pierre and Miquelon,France,46.8852,-56.3159,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,9,9,9,10,10,11,11,11,11,11,11,11,11,11,11,11,12,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,14,14,14,14,14,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,23,23,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,33,33,33,33,34,34,34,44,50,54,59,61,61,61,67,70,84,85,86,86,86,88,91,91,91,94,94,94,95,96,96,96,96,96,96,96,96,96,96,98,98,98,98,98,98,100,100,100,100,100,100,113,113,113,113,113,113,268,316,354,385,415,415,494,524,553,598,630,652,681,696,774,774,813,839,856,875,891,934,946,953,964,976,976,985,997,1002,1009,1020,1030,1033,1033,1040,1042,1047,1047,1047,1058,1063,1063,1063,1070,1070,1070,1070,1070,1087,1087,1087,1102,1102,1102,1125,1125,1220,1256,1316,1316,1316,1316,1554,1554,1693,1693,1693,1693,1693,1781,1781,1930,1930,1930,1930,1930,1930,1957,1957,2236,2236,2236,2236,2236,2236,2236,2418,2509,2509,2509,2509,2537,2537,2537,2537,2537,2537,2537,2537,2537,2641,2641,2641,2641,2641,2641,2641,2701,2701,2701,2701,2701,2701,2727,2727,2727,2727,2727,2739,2739,2739,2739,2739,2739,2739,2739,2739,2739,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2762,2765,2765,2765,2765,2765,2765,2765,2765,2765,2767,2767,2767,2767,2767,2767,2767,2767,2767,2767,2767,2767,2779,2779,2779,2779,2779,2779,2779,2779,2779,2857,2857,2857,2857,2857,2970,2970,2970,2970,2970,2970,2970,2970,2970,3026,3026,3026,3026,3026,3026,3083,3083,3083,3083,3083,3083,3083,3112,3112,3112,3112,3112,3112,3112,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3166,3166,3166,3166,3166,3166,3166,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3233,3233,3233,3233,3233,3233,3233,3248,3248,3248,3248,3248,3248,3250,3250,3282,3282,3282,3282,3282,3282,3282,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3368,3368,3368,3368,3368,3368,3368,3411,3411,3411,3411,3411,3411,3411,3411,3411,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452 +St Martin,France,18.0708,-63.0501,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,3,4,4,4,8,5,8,8,11,11,12,12,12,18,18,21,22,22,24,29,31,31,31,32,32,33,33,33,35,35,35,35,37,37,37,37,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,42,42,42,42,42,42,42,42,42,42,42,42,42,43,43,43,43,43,44,44,44,44,44,44,44,44,44,44,44,44,44,46,46,46,46,46,46,46,46,49,49,49,49,53,53,53,53,53,53,53,53,53,53,53,78,78,84,84,92,92,109,109,109,121,121,121,121,176,176,176,176,198,198,198,213,213,213,213,213,239,239,239,239,239,239,239,256,256,256,256,256,330,330,330,330,330,330,330,330,367,367,367,383,383,383,383,383,383,412,412,412,412,412,412,412,412,466,466,466,466,466,501,531,531,531,531,531,531,538,538,538,542,542,542,566,566,591,591,591,591,591,604,604,604,604,604,604,604,604,655,655,655,655,655,655,690,690,690,690,690,690,690,690,690,690,690,690,744,744,744,744,744,744,744,838,838,838,838,838,838,838,899,899,899,899,899,948,948,948,948,948,948,948,986,986,986,986,986,995,995,995,995,1002,1002,1002,1002,1002,1002,1002,1046,1046,1046,1046,1046,1046,1046,1117,1117,1117,1117,1191,1191,1191,1191,1191,1191,1191,1191,1289,1289,1289,1289,1289,1289,1289,1289,1289,1377,1377,1377,1377,1377,1456,1456,1456,1456,1456,1456,1456,1456,1456,1519,1519,1519,1519,1554,1554,1554,1554,1554,1554,1554,1581,1581,1581,1581,1581,1581,1581,1581,1612,1612,1612,1612,1612,1612,1612,1633,1633,1633,1633,1633,1633,1633,1657,1657,1657,1657,1657,1657,1687,1687,1687,1687,1687,1687,1687,1703,1703,1703,1703,1703,1703,1703,1703,1710,1710,1710,1710,1710,1710,1710,1728,1728,1728,1728,1728,1728,1728,1749,1749,1749,1749,1749,1749,1777,1777,1777,1777,1777,1777,1777,1777,1839,1839,1839,1839,1839,1839,1839,1895,1895,1895,1895,1895,1895,1895,2009,2009,2009,2009,2009,2009,2009,2113,2113,2113,2113,2113,2113,2113,2228,2228,2228,2228,2228,2228,2228,2314,2314,2314,2314,2314,2314,2314,2367,2367,2367,2367,2367,2367,2367,2420,2420,2420,2420,2420,2420,2420,2472,2472,2472,2472,2472,2472,2523,2523,2523,2523,2523,2523,2523,2579,2579,2579,2579,2579,2579,2579,2641,2641,2641,2707,2707,2707,2707,2755,2755,2755,2872,2872,2872,2872,2872,2943,2943,3092,3092,3092,3092,3147,3147,3147,3147,3147,3147,3147,3356,3356,3356,3356,3356,3356,3356,3356,3356,3363,3363,3544,3544,3544,3544,3544,3544,3659,3659,3659,3659,3659,3659,3740,3740,3740,3740,3740,3740,3740,3740,3740,3795,3795,3795,3795,3795,3795,3819,3819,3819,3819,3819,3819,3819,3819,3878,3878,3878,3878,3878,3878,3888,3888,3888,3888,3888,3888,3888,3920,3920,3920,3920,3920,3920,3920,3920,3920,3941,3941,3941,3941,3941,3975,3975,3975,3975,3975,3975,3993,3993,3993,3993,3993,3993,3993,4013,4013,4013,4013,4013,4013,4013,4013,4031,4031,4031,4031,4031,4031,4040,4040,4040,4040,4040,4040,4040,4059,4059,4059,4059,4059,4059,4059,4059,4075,4075,4075,4075,4075,4075,4118,4118,4118,4250,4250,4250,4250,4250,4250,4250,5148,5148,5148,5148,5148,5351,5351,7713,7713,7713,7713,7713,7713,7713,9143,9143,9143,9143,9143,9143,9143,9439,9439,9439,9439,9439,9439,9439,9439,9439,9439,9439,9439,9439,9439,9774,9774,9774,9774,9774,9774,9774,9827,9827,9827,9827,9827,9827,9827,9877,9877,9877,9877,9877,9877,9877,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9939,9939,9939,9939,9939,9939,9939,9988,9988,9988,10107,10107,10107,10107,10107,10107,10107,10176,10176,10176,10176,10176,10176,10176,10279,10279,10279,10279,10279,10279,10279,10279,10279,10279,10279,10316,10316,10316,10462,10462,10462,10462,10462,10462,10462,10537,10537,10537,10537,10537,10537,10537,10602,10602,10602,10602,10602,10602,10602,10602,10602,10602,10602,10668,10668,10668,10668,10668,10668,10668,10668,10668,10688,10688,10688,10688,10688,10688,10726,10726,10726,10726,10726,10726,10726,10800,10800,10800,10800,10800,10800,10800,10875,10875,10875,10875,10875,10875,10875,10952,10952,10952,10952,10952,10952,10952,11061,11061,11061,11061,11061,11061,11061,11224,11224,11224,11224,11224,11224,11224,11410,11410,11410,11410,11410,11410,11410,11535,11535,11535,11535,11535,11535,11535,11667,11667,11667,11667,11667,11667,11667,11667,11667,11667,11667,11667,11667,11774,11857,11857,11857,11857,11857,11857,11857,11857,11857,11857,11857,11857,11857,11857,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11978,11978,11978,11978,11978,11978,11978,11978,11978,11978,11978,11978,11978,11978,11992,11992,11992,11992,11992,11992,11992,11992,11992,11992,11992,11992,11992,11992,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12034,12034,12034,12034,12034,12034,12034,12034,12034,12034,12034,12034,12034,12034,12058,12058,12058,12058,12058,12058,12058,12058,12058,12058,12058,12058,12058,12104,12104,12104,12104,12104,12104,12104,12104,12104,1210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+"Bonaire, Sint Eustatius and Saba",Netherlands,12.1784,-68.2385,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,9,9,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,14,15,15,15,16,16,18,18,18,18,18,21,21,25,25,25,25,25,25,28,32,36,36,36,36,54,69,69,85,85,85,88,106,121,121,121,124,124,124,141,141,141,148,148,148,148,148,150,150,150,150,150,150,150,150,150,150,150,150,150,150,150,153,153,153,153,153,153,153,153,154,154,154,154,154,154,155,155,155,155,155,157,157,157,158,158,158,161,161,161,161,161,161,162,162,162,162,164,164,164,164,164,169,172,172,172,175,175,175,177,177,177,177,179,179,179,179,182,182,182,182,182,182,182,186,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,1556,1558,1559,1559,1560,1560,1567,1573,1577,1580,1581,1582,1583,1583,1590,1591,1594,1597,1599,1604,1605,1606,1607,1608,1609,1609,1610,1610,1610,1612,1612,1612,1613,1614,1615,1615,1615,1615,1616,1616,1616,1616,1617,1618,1619,1619,1619,1623,1627,1629,1629,1630,1632,1633,1634,1634,1635,1636,1639,1640,1640,1646,1649,1650,1651,1651,1651,1652,1652,1652,1654,1656,1658,1659,1660,1661,1661,1661,1664,1668,1672,1672,1683,1683,1690,1691,1692,1693,1693,1697,1703,1705,1707,1707,1710,1710,1710,1710,1713,1715,1720,1724,1725,1729,1737,1738,1741,1741,1754,1756,1756,1759,1765,1767,1768,1774,1776,1779,1780,1783,1785,1786,1787,1791,1791,1793,1800,1808,1819,1837,1850,1863,1885,1895,1908,1928,1932,1932,1945,1949,1956,1962,1969,1972,1974,1980,1988,1998,2003,2010,2019,2045,2068,2083,2096,2116,2126,2141,2157,2168,2184,2204,2217,2217,2235,2257,2274,2290,2306,2312,2325,2335,2341,2353,2365,2373,2379,2383,2388,2390,2402,2407,2411,2417,2432,2435,2444,2455,2455,2468,2485,2494,2501,2511,2522,2546,2584,2597,2616,2628,2633,2633,2643,2660,2679,2698,2714,2714,2763,2802,2825,2858,2869,2889,2905,2938,2970,2997,3026,3026,3040,3057,3073,3073,3109,3119,3129,3138,3138,3156,3162,3175,3179,3193,3204,3213,3218,3236,3245,3254,3272,3277,3288,3304,3336,3368,3406,3429,3488,3531,3664,3918,4081,4296,4395,4395,4651,4755,4908,5064,5325,5438,5561,5649,5716,5824,5946,6180,6280,6419,6507,6570,6685,6829,6876,6922,6957,7001,7077,7103,7123,7155,7184,7209,7237,7271,7314,7347,7367,7393,7406,7424,7444,7455,7472,7489,7508,7514,7528,7542,7552,7566,7572,7572,7572,7582,7593,7599,7610,7616,7616,7616,7622,7633,7633,7633,7633,7633,7633,7653,7739,7739,7739,7739,7739,7739,8039,8039,8039,8039,8039,8136,8150,8189,8475,8515,8540,8574,8574,8574,8851,8860,8883,8883,8992,8992,8992,9000,9341,9346,9349,9349,9349,9349,9384,9561,9591,9591,9592,9592,9592,9711,9713,9745,9745,9745,9745,9745,9745,9801,9834,9834,9834,9834,9834,9902,9902,9943,9943,9943,9943,9943,9986,9986,10018,10018,10018,10018,10018,10044,10044,10076,10076,10076,10076,10076,10091,10091,10123,10123,10123,10123,10123,10170,10170,10194,10194,10194,10194,10194,10219,10219,10249,10249,10249,10249,10249,10249,10288,10320,10320,10320,10320,10320,10320,10373,10405,10405,10405,10405,10405,10405,10478,10478,10515,10523,10523,10523,10523,10523,10555,10567,10567,10567,10567,10567,10567,10738,10738,10738,10738,10738,10738,10738,10834,10834,10834,10834,10834,10834,10834,10897,10897,10897,10897,10897,10897,10897,10999,10999,10999,10999,10999,10999,10999,11091,11091,11091,11091,11091,11091,11091,11173,11173,11173,11173,11173,11173,11173,11230,11230,11230,11230,11230,11230,11230,11279,11279,11279,11279,11279,11279,11279,11282,11306,11306,11306,11306,11306,11306,11323,11323,11323,11323,11323,11323,11323,11345,11345,11345,11345,11345,11345,11345,11366,11366,11366,11366,11366,11366,11366,11395,11395,11395,11395,11395,11395,11395,11427,11427,11427,11427,11427,11427,11427,11450,11450,11450,11450,11450,11450,11450,11467,11467,11467,11467,11467,11467,11467,11467,11490,11490,11490,11490,11490,11490,11516,11516,11516,11516,11516,11516,11516,11544,11544,11544,11544,11544,11544,11544,11555,11555,11555,11555,11555,11555,11555,11596,11596,11596,11596,11596,11596,11596,11661,11661,11661,11661,11661,11661,11661,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11764,11764,11764,11764,11764,11764,11764,11776,11776,11776,11776,11776,11776,11779,11779,11779,11779,11779,11779,11779,11783,11783,11783,11783,11783,11783,11783,11794,11794,11794,11794,11794,11794,11794,11794,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11804,11804,11804,11804,11804,11804,11804,11804,11804 +Curacao,Netherlands,12.1696,-68.99,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,3,3,3,3,3,3,4,6,6,6,8,8,8,11,11,11,11,11,11,11,13,13,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,17,17,18,18,18,18,18,19,19,19,20,21,21,21,21,21,21,21,22,22,22,22,22,22,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,25,25,25,25,25,25,26,26,28,28,28,28,28,28,28,29,29,29,29,29,29,29,29,29,29,29,29,29,31,31,31,31,32,32,32,32,32,33,34,36,36,36,36,37,39,39,47,49,53,55,62,62,67,68,71,75,78,78,88,92,102,107,116,131,135,145,157,161,169,192,210,228,247,268,282,291,301,315,329,337,360,364,370,392,399,411,429,452,462,476,505,532,549,571,583,585,619,645,673,698,715,744,751,759,785,804,818,837,858,873,884,907,944,958,970,987,995,1000,1021,1030,1053,1077,1097,1102,1131,1182,1215,1261,1307,1340,1374,1415,1482,1561,1620,1682,1749,1773,1827,1929,2046,2157,2258,2364,2379,2503,2658,2740,2890,3011,3136,3174,3246,3325,3404,3501,3576,3624,3661,3699,3767,3823,3881,3920,3947,3974,4006,4051,4099,4138,4140,4144,4151,4179,4230,4260,4289,4294,4317,4323,4342,4378,4405,4422,4445,4458,4464,4469,4488,4498,4505,4514,4514,4523,4527,4535,4537,4543,4543,4548,4548,4558,4567,4574,4579,4582,4585,4585,4591,4595,4597,4600,4605,4613,4613,4620,4628,4633,4643,4643,4650,4652,4655,4658,4666,4675,4681,4681,4694,4696,4705,4708,4717,4727,4730,4731,4736,4740,4751,4769,4790,4807,4813,4830,4862,4915,4960,5051,5110,5138,5238,5380,5520,5676,5839,5997,6041,6174,6424,6648,7057,7335,7558,7740,7898,8404,8834,9171,9635,9890,10066,10185,10185,10632,10909,11180,11355,11385,11430,11581,11674,11769,11837,11882,11903,11903,11983,12022,12058,12087,12119,12129,12146,12146,12181,12195,12207,12210,12213,12217,12218,12222,12228,12234,12235,12236,12236,12236,12244,12246,12249,12254,12256,12257,12262,12266,12268,12271,12271,12271,12271,12271,12271,12271,12271,12272,12272,12273,12273,12276,12277,12278,12279,12280,12281,12287,12291,12293,12293,12295,12296,12296,12304,12308,12314,12317,12318,12319,12321,12322,12327,12327,12330,12330,12332,12339,12342,12343,12345,12349,12349,12349,12350,12354,12364,12371,12380,12389,12395,12418,12453,12537,12605,12699,12775,12804,12883,12962,13038,13135,13217,13252,13300,13378,13447,13493,13567,13625,13669,13692,13757,13835,13907,13988,14055,14122,14137,14210,14333,14396,14446,14530,14570,14602,14686,14751,14802,14889,14889,14937,14974,15045,15086,15134,15170,15216,15248,15263,15299,15338,15379,15413,15452,15470,15483,15506,15550,15596,15642,15696,15713,15741,15814,15867,15925,15975,16031,16056,16086,16150,16216,16254,16303,16339,16373,16383,16428,16465,16500,16556,16592,16609,16618,16650,16684,16704,16742,16777,16787,16804,16837,16866,16885,16899,16921,16934,16936,16955,16972,16984,16998,17002,17011,17012,17027,17047,17053,17062,17072,17084,17091,17100,17111,17123,17134,17146,17156,17162,17162,17176,17187,17197,17216,17225,17234,17248,17259,17270,17282,17303,17321,17335,17348,17362,17374,17384,17390,17397,17401,17401,17426,17440,17455,17470,17485,17487,17502,17517,17540,17560,17572,17589,17598,17618,17657,17693,17720,17747,17770,17807,17901,18082,18299,18622,18884,19049,19247,19645,20199,20710,21325,22141,22551,22962,23692,24748,25988,26952,27915,28663,29069,29758,30864,30864,32892,32892,32892,33942,34368,34368,35307,35617,35878,36013,36092,36323,36594,36722,36875,36967,37085,37128,37281,37426,37526,37638,37747,37809,37854,37966,38073,38172,38267,38336,38380,38394,38465,38530,38608,38657,38695,38717,38737,38778,38828,38867,38896,38915,38933,38944,38960,39016,39082,39133,39133,39133,39133,39185,39185,39185,39459,39459,39459,39459,39459,39560,39560,39853,39853,39853,39853,39853,39853,39853,40217,40217,40217,40217,40217,40346,40346,40671,40671,40671,40671,40671,40802,40802,41153,41153,41153,41153,41153,41306,41306,41306,41652,41652,41652,41652,41729,41729,41729,41966,41966,41966,41966,42035,42035,42241,42241,42241,42241,42241,42330,42330,42330,42567,42567,42567,42567,42674,42674,43017,43017,43017,43017,43017,43149,43149,43522,43522,43522,43522,43522,43622,43622,43864,43864,43864,43864,43864,43953,43953,43953,44127,44127,44127,44127,44127,44127,44127,44127,44127,44127,44127,44314,44314,44314,44314,44314,44314,44314,44440,44440,44440,44440,44440,44440,44440,44545,44545,44545,44545,44545,44545,44545,44662,44662,44662,44662,44662,44662,44782,44782,44782,44782,44782,44782,44932,44932,44932,44932,44932,44932,44932,45063,45063,45063,45063,45063,45063,45063,45063,45127,45127,45127,45127,45127,45127,45127,45127,45209,45209,45209,45209,45209,45209,45209,45243,45243,45243,45243,45243,45243,45243,45277,45277,45277,45277,45277,45277,45277,45302,45302,45302,45302,45302,45302,45302,45318,45318,45318,45318,45318,45318,45318,45345,45345,45345,45345,45345,45345,45345,45357,45357,45357,45357,45357,45357,45357,45368,45368,45368,45368,45368,45368,45368,45390,45390,45390,45390,45390,45390,45390,45406,45406,45406,4540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+Sint 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+,Saint Kitts and Nevis,17.357822,-62.782998,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,7,8,8,9,9,9,10,10,11,11,11,12,12,12,12,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,20,20,22,22,22,22,22,22,22,22,22,22,22,25,25,25,25,25,26,27,27,27,28,28,28,28,30,30,30,30,30,30,30,30,30,32,32,32,32,32,32,33,33,33,33,33,33,34,34,34,34,34,34,34,34,34,34,35,35,35,35,35,35,35,35,37,37,37,37,37,37,38,39,39,39,40,40,40,40,40,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,42,42,43,43,43,43,43,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,46,46,46,50,60,60,60,64,68,68,68,68,73,73,75,78,83,83,83,83,83,83,83,155,155,155,209,244,279,304,330,341,350,377,396,425,425,428,429,439,443,446,457,476,490,492,492,515,517,519,520,525,530,538,540,544,544,548,550,550,554,557,557,560,563,564,565,573,578,582,582,589,593,594,594,600,600,600,603,611,614,620,620,630,630,636,642,655,655,681,708,742,773,792,823,823,883,929,955,995,1024,1053,1053,1091,1121,1148,1148,1148,1148,1230,1279,1310,1352,1352,1439,1464,1476,1510,1556,1589,1589,1632,1632,1680,1680,1718,1762,1762,1800,1835,1872,1891,1891,1918,1965,1994,1994,2037,2073,2246,2294,2320,2361,2361,2412,2435,2466,2511,2525,2546,2550,2556,2574,2589,2591,2619,2623,2625,2637,2637,2657,2664,2668,2669,2669,2675,2686,2696,2701,2708,2708,2717,2717,2717,2730,2735,2736,2745,2749,2749,2753,2756,2764,2764,2764,2766,2767,2774,2774,2774,2777,2779,2782,2782,2786,2786,2787,2789,2789,2790,2790,2791,2791,2792,2795,2796,2796,2796,2796,2797,2798,2801,2801,2801,2808,2809,2815,2815,2822,2836,2843,2848,2877,2918,2918,2999,3043,3193,3252,3333,3489,3666,3904,4056,4145,4216,4339,4484,4645,4645,4882,4933,4968,5026,5065,5141,5190,5230,5254,5254,5254,5331,5368,5393,5419,5422,5422,5446,5453,5467,5469,5475,5475,5484,5488,5492,5495,5497,5498,5499,5505,5508,5511,5511,5518,5523,5523,5523,5523,5524,5525,5526,5530,5530,5530,5530,5530,5531,5533,5536,5536,5536,5537,5537,5538,5538,5540,5540,5541,5541,5541,5544,5544,5544,5548,5548,5548,5548,5548,5548,5548,5548,5549,5549,5549,5549,5549,5549,5549,5549,5550,5551,5551,5552,5553,5553,5554,5554,5554,5555,5555,5557,5559,5559,5561,5561,5561,5561,5561,5561,5562,5562,5562,5562,5562,5562,5566,5566,5566,5570,5570,5583,5587,5587,5591,5595,5596,5600,5602,5605,5605,5610,5622,5626,5643,5654,5669,5669,5671,5688,5697,5701,5707,5707,5719,5719,5729,5746,5757,5782,5798,5805,5809,5811,5821,5824,5824,5824,5851,5852,5873,5873,5890,5899,5899,5910,5913,5913,5924,5941,5941,5941,5941,5965,5992,6022,6065,6102,6157,6157,6157,6193,6228,6254,6266,6293,6293,6308,6332,6332,6355,6367,6367,6377,6383,6399,6399,6413,6422,6422,6422,6430,6435,6442,6453,6453,6453,6462,6462,6464,6467,6470,6470,6477,6477,6477,6477,6485,6485,6485,6485,6492,6492,6493,6493,6493,6495,6495,6495,6495,6499,6501,6507,6508,6509,6509,6509,6511,6512,6515,6517,6517,6517,6517,6524,6524,6524,6524,6524,6524,6532,6532,6536,6541,6541,6541,6541,6541,6541,6543,6543,6543,6543,6543,6543,6543,6543,6544,6544,6544,6544,6544,6545,6545,6545,6545,6545,6545,6545,6546,6546,6546,6547,6547,6547,6547,6547,6547,6548,6548,6548,6548,6548,6548,6548,6548,6548,6548,6548,6548,6548,6548,6549,6549,6549,6549,6549,6549,6549,6551,6552,6552,6552,6552,6552,6552,6552,6552,6552,6552,6552,6552,6554,6556,6556,6556,6556,6556,6556,6556,6556,6556,6556,6556,6556,6559,6559,6559,6559,6559,6559,6559,6559,6559,6559,6560,6560,6560,6560,6560,6560,6560,6562,6562,6562,6562,6562,6562,6562,6562,6562,6562,6562,6562,6562,6571,6571,6571,6571,6571,6573,6574,6578,6578,6578,6578,6581,6581,6584,6585,6585,6585,6585,6585,6586,6588,6590,6591,6591,6591,6592,6592,6592,6592,6592,6592,6592,6592,6592,6592,6592,6592,6593,6593,6594,6595,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6597,6597,6597,6597,6597,6597,6597 +,Saint Lucia,13.9094,-60.9789,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,2,3,3,3,3,3,3,9,9,13,13,13,13,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,17,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,22,22,22,22,22,22,22,22,22,22,22,22,22,23,23,23,23,23,23,23,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,28,28,29,29,29,29,31,31,32,33,33,36,36,38,42,48,52,54,63,65,67,76,78,78,84,84,97,105,106,110,123,131,141,148,148,148,156,160,162,171,178,183,203,203,204,220,223,226,235,238,246,252,257,259,259,261,262,262,265,265,270,270,270,270,274,274,275,278,278,278,279,280,282,287,287,303,305,305,305,305,305,331,331,340,353,353,353,353,360,380,382,383,395,438,438,462,490,502,543,576,611,611,621,656,713,718,755,770,810,886,921,969,1029,1195,1195,1195,1411,1470,1479,1556,1556,1813,1813,2027,2027,2027,2415,2487,2487,2519,2519,2549,2576,2620,2620,2860,3078,3135,3142,3149,3149,3356,3356,3390,3390,3779,3803,3814,3814,3843,3866,3871,3902,3941,3966,3989,3989,4031,4053,4069,4083,4097,4113,4113,4121,4132,4149,4161,4172,4191,4191,4191,4202,4228,4238,4245,4265,4273,4273,4273,4297,4304,4312,4329,4347,4348,4355,4355,4355,4355,4398,4401,4401,4419,4419,4444,4455,4455,4463,4486,4502,4508,4508,4534,4552,4560,4560,4560,4573,4585,4607,4607,4654,4654,4690,4700,4725,4725,4788,4818,4818,4818,4871,4906,4923,4935,4935,4945,4945,4968,4980,5002,5035,5035,5053,5067,5072,5072,5102,5108,5108,5133,5138,5148,5156,5160,5168,5179,5179,5180,5186,5188,5188,5206,5211,5216,5218,5227,5238,5238,5262,5269,5278,5284,5292,5296,5302,5302,5302,5326,5326,5352,5363,5374,5380,5399,5399,5416,5430,5439,5455,5462,5470,5480,5481,5484,5496,5496,5516,5516,5520,5529,5529,5537,5567,5581,5610,5610,5632,5652,5671,5688,5713,5779,5837,5913,5949,5982,6112,6194,6287,6366,6475,6475,6578,6857,6955,6955,7111,7232,7232,7536,7713,7713,8050,8111,8155,8219,8322,8542,8887,9025,9149,9191,9258,9327,9403,9403,9527,9823,9823,9971,10082,10217,10344,10399,10520,10605,10624,10727,10852,10961,11053,11144,11231,11320,11459,11459,11573,11636,11693,11693,11709,11727,11833,11942,11970,11970,12017,12054,12095,12129,12129,12206,12228,12234,12280,12313,12331,12385,12411,12426,12433,12465,12486,12517,12536,12559,12559,12573,12586,12610,12645,12673,12688,12688,12748,12748,12757,12785,12808,12827,12835,12837,12844,12851,12872,12894,12894,12904,12909,12909,12927,12927,12954,12954,12977,12989,13000,13017,13017,13027,13027,13034,13048,13052,13067,13067,13086,13086,13086,13098,13105,13115,13127,13136,13136,13149,13166,13177,13209,13225,13248,13275,13302,13319,13357,13410,13473,13570,13640,13732,13816,13881,13974,14232,14414,14654,14874,15101,15372,15937,16505,16969,16969,17250,17531,17666,17871,18322,18746,19468,19680,19755,19967,20192,20417,20417,20798,20909,20942,20942,21081,21399,21399,21513,21513,21535,21768,21831,21873,21932,21932,22048,22121,22177,22269,22426,22468,22468,22468,22545,22568,22594,22627,22649,22649,22667,22694,22712,22729,22733,22733,22733,22779,22795,22808,22811,22822,22833,22833,22847,22853,22856,22862,22870,22878,22878,22884,22891,22892,22905,22907,22919,22919,22929,22941,22947,22953,22953,22959,22959,22964,22965,22977,22991,22998,23010,23029,23037,23045,23045,23045,23050,23050,23094,23094,23094,23111,23161,23161,23201,23239,23239,23285,23285,23285,23361,23394,23394,23394,23459,23482,23538,23612,23635,23635,23723,23778,23798,23978,23978,24164,24164,24267,24396,24514,24655,24780,24873,24873,24957,25054,25132,25315,25315,25538,25538,25593,25593,25593,25777,25877,25999,26092,26092,26206,26234,26250,26316,26453,26453,26538,26584,26629,26688,26704,26704,26722,26722,26763,26780,26816,26816,26885,26911,26937,26970,26984,27022,27022,27049,27094,27094,27094,27133,27133,27204,27252,27252,27252,27337,27337,27408,27408,27464,27464,27464,27464,27533,27533,27559,27654,27654,27654,27755,27755,27755,27843,27843,27966,27966,27966,27966,27966,28062,28161,28161,28161,28161,28233,28233,28233,28341,28341,28341,28341,28341,28379,28461,28542,28542,28542,28621,28621,28621,28621,28689,28689,28689,28689,28775,28775,28775,28832,28894,28894,28894,28894,28894,28894,28894,28894,28894,28894,28894,28959,28959,28959,28959,28959,28959,28959,28959,28959,28959,28959,29408,29408,29408,29408,29408,29408,29408,29408,29408,29517,29517,29517,29517,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29636,29636,29639,29639,29639,29639,29639,29654,29654,29654,29654,29654,29654,29654,29654,29654,29654,29676,29676,29676,29676,29676,29676,29692,29692,29692,29692,29692,29692,29692,29692,29692,29692,29692,29692,29711,29711,29711,29711,29711,29711,29711,29723,29723,2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+,Saint Vincent and the Grenadines,12.9843,-61.2872,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,3,7,7,7,8,8,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,14,14,14,15,15,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,18,18,18,18,18,18,18,18,25,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,27,27,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,35,35,35,35,35,35,38,44,50,50,52,52,52,52,52,52,52,52,52,54,54,55,55,55,56,56,56,56,57,57,57,57,57,57,57,57,58,58,58,58,58,58,58,58,58,58,60,60,60,60,60,61,61,61,61,61,61,62,62,62,62,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,65,67,67,67,68,68,68,73,73,73,73,74,74,74,74,74,75,75,75,75,76,76,76,76,76,76,77,77,78,78,78,78,83,83,84,84,84,84,84,84,84,84,85,85,85,85,85,85,87,87,87,87,87,87,90,91,94,94,98,98,98,100,100,100,100,104,104,107,108,108,108,109,109,109,113,115,121,121,122,124,124,133,149,149,149,225,249,249,284,284,340,450,450,478,494,602,602,690,690,720,738,746,746,827,827,896,896,901,901,1059,1059,1067,1170,1202,1269,1283,1283,1340,1370,1370,1418,1418,1453,1457,1462,1462,1494,1498,1503,1503,1511,1519,1519,1519,1556,1556,1628,1628,1645,1645,1645,1645,1663,1663,1663,1670,1674,1674,1680,1680,1680,1681,1681,1684,1692,1696,1696,1696,1696,1703,1715,1721,1723,1738,1739,1739,1748,1750,1754,1755,1758,1764,1765,1766,1774,1789,1790,1792,1806,1806,1812,1818,1819,1819,1819,1819,1819,1827,1827,1827,1830,1830,1839,1844,1850,1855,1864,1864,1882,1882,1882,1882,1889,1895,1912,1912,1922,1922,1926,1928,1932,1932,1937,1937,1940,1949,1954,1962,1973,1973,1978,1989,2006,2006,2014,2027,2027,2035,2044,2044,2044,2065,2068,2076,2076,2092,2092,2132,2132,2147,2156,2156,2158,2172,2178,2183,2192,2195,2196,2207,2207,2216,2216,2218,2219,2219,2225,2225,2227,2229,2229,2233,2238,2240,2240,2240,2241,2241,2242,2245,2245,2249,2258,2258,2260,2260,2263,2263,2266,2271,2271,2271,2271,2271,2280,2288,2288,2291,2291,2291,2297,2297,2298,2298,2298,2298,2299,2299,2301,2306,2307,2308,2308,2314,2314,2320,2320,2320,2320,2320,2320,2320,2321,2321,2321,2326,2331,2331,2336,2336,2348,2355,2358,2361,2371,2379,2385,2389,2391,2421,2446,2446,2487,2521,2559,2613,2613,2728,2791,2830,2848,2964,3071,3158,3247,3338,3359,3369,3423,3508,3563,3563,3676,3776,3838,3866,3965,3965,3965,4096,4096,4096,4096,4096,4096,4418,4623,4627,4637,4729,4786,4814,4814,4850,4860,4860,4905,4941,4951,4951,4995,4995,5012,5050,5073,5092,5092,5092,5123,5123,5167,5204,5257,5270,5270,5326,5326,5326,5359,5378,5391,5391,5414,5414,5446,5469,5500,5500,5500,5525,5525,5562,5579,5579,5579,5623,5623,5645,5645,5645,5692,5692,5722,5722,5723,5723,5723,5758,5758,5758,5758,5784,5810,5810,5828,5828,5828,5828,5843,5850,5850,5850,5850,5952,5991,5991,6039,6247,6247,6247,6247,6247,6562,6562,6575,6581,6581,6581,6599,6604,6604,6615,6615,6615,6615,6660,6662,9385,9447,9447,9447,9447,7903,7929,7939,7939,8035,8035,8035,8114,8134,8144,8144,8144,8144,8144,8246,8248,8248,8278,8278,8278,8278,8278,8297,8301,8303,8305,8305,8305,8309,8311,8311,8313,8316,8316,8316,8320,8321,8321,8321,8323,8323,8323,8323,8323,8326,8326,8326,8326,8326,8329,8330,8330,8330,8332,8332,8332,8333,8335,8335,8335,8335,8335,8335,8335,8338,8338,8339,8339,8339,8339,8342,8344,8344,8348,8348,8348,8348,8348,8352,8355,8378,8383,8383,8383,8394,8404,8406,8413,8419,8419,8419,8419,8425,8425,8428,8439,8439,8439,8450,8472,8479,8484,8494,8494,8494,8500,8527,8527,8570,8591,8591,8591,8591,8626,8641,8657,8670,8670,8670,8670,8670,8717,8741,8762,8762,8762,8762,8807,8807,8807,8883,8883,8883,8883,8916,8929,8936,8956,8956,8956,8956,8995,9000,9008,9026,9026,9026,9026,9038,9045,9051,9058,9058,9058,9058,9060,9075,9076,9083,9083,9083,9083,9127,9162,9183,9183,9183,9183,9183,9240,9240,9267,9282,9282,9282,9282,9321,9330,9330,9354,9354,9354,9354,9370,9370,9378,9390,9390,9390,9390,9396,9396,9396,9404,9404,9404,9404,9405,9405,9412,9412,9412,9412,9412,9414,9415,9415,9420,9420,9420,9420,9428,9428,9429,9430,9430,9430,9430,9430,9430,9430,9430,9430,9430,9446,9446,9446,9446,9446,9446,9446,9446,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9450,9450,9450,9450,9450,9452,9452,9452,9452,9452,9452,9452,9457,9457,9457,9457,9457,9457,9457,9459,9459,9459,9459,9459,9459,9459,9459,9459,9459,9459,9459,9459,9462,9462,9462,9462,9462,9462,9462,9462,9462,9462,9462,9462,9462,9462,9468,9474,9474,9474,9474,9474,9474,9474,9474,9474,9482,9482,9482,9500,9500,9500,9500,9500,9500,9500,9500,9521,9521,9521,9521,9521,9521,9521,9521,9521,9538,9538,9538,9538,9538,9538,9538,9552,9552,9552,9552,9552,9552,9563,9563,9563,9563,9563,9563,9563,9572,9572,9572,9572,9572,9572,9581,9581,9581,9581,9581,9581,9581,9585,9585,9585,9585,9585,9585,9585,9587,9587,9587,9587,9587,9587,9587,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589 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+,Sao Tome and Principe,0.1864,6.6131,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,8,8,14,16,16,16,23,174,174,187,208,208,208,208,208,220,235,235,235,235,246,251,251,251,251,251,251,299,441,443,458,463,479,483,484,484,484,485,499,499,513,513,514,611,632,639,659,661,662,671,683,688,693,698,698,702,707,710,711,712,713,713,713,714,715,717,719,719,720,721,724,724,726,727,727,729,732,732,737,740,741,743,746,746,746,747,749,860,862,863,865,867,868,870,871,874,874,874,875,878,878,878,878,878,878,881,882,883,885,885,885,885,885,885,888,891,892,892,892,892,892,894,895,895,896,896,896,896,897,897,898,898,898,898,898,901,906,906,906,906,907,907,907,908,908,908,908,908,908,910,911,911,911,911,911,911,911,911,913,913,913,914,914,921,922,922,929,929,929,929,929,932,932,933,933,933,935,935,938,940,940,941,941,943,944,945,945,949,949,954,958,958,960,962,962,962,962,962,963,963,964,965,965,967,967,974,974,979,979,981,981,982,985,985,989,989,991,996,997,997,999,999,999,1002,1005,1005,1009,1009,1009,1009,1010,1010,1010,1011,1011,1012,1012,1012,1012,1012,1012,1014,1014,1014,1014,1014,1014,1014,1022,1024,1024,1024,1024,1025,1035,1054,1066,1066,1066,1090,1105,1119,1125,1130,1142,1142,1151,1170,1171,1182,1188,1188,1189,1210,1221,1232,1245,1256,1257,1259,1283,1287,1298,1346,1351,1351,1355,1385,1430,1431,1478,1482,1482,1482,1520,1535,1548,1578,1578,1610,1628,1655,1672,1719,1745,1786,1786,1828,1840,1881,1898,1923,1944,1950,1961,1977,2010,2035,2057,2078,2078,2084,2085,2107,2114,2123,2142,2145,2157,2159,2174,2177,2196,2210,2212,2215,2221,2223,2232,2236,2240,2240,2244,2248,2255,2255,2261,2263,2266,2267,2268,2269,2271,2272,2275,2275,2275,2283,2288,2292,2292,2297,2298,2299,2299,2301,2301,2302,2302,2310,2310,2311,2314,2317,2317,2318,2318,2318,2320,2320,2320,2324,2327,2327,2330,2332,2333,2334,2335,2338,2338,2338,2338,2338,2338,2344,2345,2345,2345,2345,2347,2349,2353,2353,2353,2353,2353,2354,2355,2356,2357,2358,2358,2358,2358,2358,2360,2362,2362,2362,2363,2363,2364,2365,2365,2365,2365,2366,2366,2369,2369,2376,2376,2377,2383,2386,2386,2387,2392,2392,2392,2392,2395,2400,2406,2410,2410,2410,2410,2417,2417,2420,2424,2424,2424,2424,2432,2432,2446,2454,2454,2454,2457,2463,2465,2468,2470,2470,2475,2476,2478,2480,2482,2488,2488,2489,2492,2496,2502,2517,2524,2524,2524,2546,2555,2570,2579,2590,2590,2593,2608,2627,2634,2657,2683,2683,2692,2697,2709,2738,2787,2814,2816,2825,2877,2893,2984,3025,3040,3043,3097,3115,3192,3217,3295,3338,3344,3349,3408,3453,3459,3504,3531,3535,3536,3564,3584,3600,3613,3626,3628,3629,3639,3649,3659,3670,3675,3677,3677,3685,3687,3689,3691,3697,3697,3697,3705,3705,3705,3710,3712,3714,3714,3715,3715,3718,3720,3721,3729,3729,3730,3730,3730,3730,3730,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3732,3732,3732,3733,3733,3733,3733,3733,3733,3733,3733,3733,3733,3733,3735,3735,3735,3735,3735,3736,3737,3741,3744,3755,3758,3759,3790,3819,3877,3897,3903,3912,3945,4010,4034,4151,4416,4735,4892,4916,5052,5235,5404,5458,5495,5525,5569,5634,5651,5785,5798,5816,5832,5836,5849,5856,5867,5873,5883,5885,5890,5899,5903,5907,5908,5911,5912,5912,5912,5913,5916,5919,5920,5920,5920,5920,5922,5922,5924,5925,5926,5930,5930,5932,5932,5933,5933,5934,5934,5934,5934,5934,5939,5939,5939,5939,5939,5939,5939,5939,5939,5939,5936,5937,5938,5938,5938,5940,5941,5941,5943,5943,5943,5944,5945,5945,5945,5945,5945,5945,5945,5945,5945,5948,5948,5948,5948,5948,5948,5948,5948,5948,5948,5948,5948,5948,5948,5953,5953,5953,5953,5953,5953,5953,5957,5957,5957,5957,5957,5957,5957,5964,5964,5964,5964,5964,5964,5964,5970,5970,5970,5970,5970,5970,5970,5973,5973,5973,5973,5973,5973,5973,5982,5982,5982,5982,5982,5982,5982,5991,5991,5991,5991,5991,5991,5991,6003,6003,6003,6003,6003,6003,6003,6010,6010,6010,6010,6010,6010,6010,6023,6023,6023,6023,6023,6023,6023,6043,6043,6043,6043,6043,6043,6043,6064,6064,6064,6064,6064,6064,6064,6064,6079,6079,6079,6079,6079,6079,6087,6087,6087,6087,6087,6087,6087,6087,6100,6100,6100,6100,6100,6100,6115,6115,6115,6115,6115,6115,6115,6115,6120,6120,6120,6120,6120,6120,6123,6123,6123,6123,6123,6123,6123,6136,6136,6136,6136,6136,6136,6136,6153,6153,6153,6153,6153,6153,6153,6177,6177,6177,6177,6177,6177,6177,6193,6193,6193,6193,6193,6193,6193,6193,6209,6209,6209,6209,6209,6209,6230,6230,6230,6230,6230,6230,6230,6230,6230,6236,6236,6236,6236,6236,6252,6252,6252,6252,6252,6252,6252,6252,6263,6263,6263,6263,6263,6263,6263,6263,6266,6266,6266,6266,6266,6266,6270,6270,6270,6270,6270,6270,6270,6275,6275,6275,6275,6275,6275,6275,6275,6275,6275,6275,6275,6275,6275,6278,6278,6278,6278,6278,6278,6278,6278,6278,6278,6278,6278,6278,6278,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281 +,Saudi Arabia,23.885942,45.079162,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,5,5,5,11,15,20,21,45,86,103,103,118,171,171,274,344,392,511,562,767,900,1012,1104,1203,1299,1453,1563,1720,1885,2039,2179,2402,2605,2795,2932,3287,3651,4033,4462,4934,5369,5862,6380,7142,8274,9362,10484,11631,12772,13930,15102,16299,17522,18811,20077,21402,22753,24097,25459,27011,28656,30251,31938,33731,35432,37136,39048,41014,42925,44830,46869,49176,52016,54752,57345,59854,62545,65077,67719,70161,72560,74795,76726,78541,80185,81766,83384,85261,87142,89011,91182,93157,95748,98869,101914,105283,108571,112288,116021,119942,123308,127541,132048,136315,141234,145991,150292,154233,157612,161005,164144,167267,170639,174577,178504,182493,186436,190823,194225,197608,201801,205929,209509,213716,217108,220144,223327,226486,229480,232259,235111,237803,240474,243238,245851,248416,250920,253349,255825,258156,260394,262772,264973,266941,268934,270831,272590,274219,275905,277478,278835,280093,281456,282824,284226,285793,287262,288690,289947,291468,293037,294519,295902,297315,298542,299914,301323,302686,303973,305186,306370,307479,308654,309768,310836,311855,312924,313911,314821,315772,316670,317486,318319,319141,319932,320688,321456,322237,323012,323720,324407,325050,325651,326258,326930,327551,328144,328720,329271,329754,330246,330798,331359,331857,332329,332790,333193,333648,334187,334605,335097,335578,335997,336387,336766,337243,337711,338132,338539,338944,339267,339615,340089,340590,341062,341495,341854,342202,342583,342968,343373,343774,344157,344552,344875,345232,345631,346047,346482,346880,347282,347656,348037,348510,348936,349386,349822,350229,350592,350984,351455,351849,352160,352601,352950,353255,353556,353918,354208,354527,354813,355034,355258,355489,355741,356067,356389,356691,356911,357128,357360,357623,357872,358102,358336,358526,358713,358922,359115,359274,359415,359583,359749,359888,360013,360155,360335,360516,360690,360848,361010,361178,361359,361536,361725,361903,362066,362220,362339,362488,362601,362741,362878,362979,363061,363155,363259,363377,363485,363582,363692,363809,363949,364096,364271,364440,364613,364753,364929,365099,365325,365563,365775,365988,366185,366371,366584,366807,367023,367276,367543,367813,368074,368329,368639,368945,369248,369575,369961,370278,370634,370987,371356,371720,372073,372410,372732,373046,373368,373702,374029,374366,374691,375006,375333,375668,376021,376377,376723,377061,377383,377700,378002,378333,378708,379092,379474,379831,380182,380572,380958,381348,381708,382059,382407,382752,383106,383499,383880,384271,384653,385020,385424,385834,386300,386782,387292,387794,388325,388866,389422,390007,390597,391325,392009,392682,393377,394169,394952,395854,396758,397636,398435,399277,400228,401157,402142,403106,404054,404970,405940,407010,408038,409093,410191,411263,412216,413174,414219,415281,416307,417363,418411,419348,420301,421300,422316,423406,424445,425442,426384,427370,428369,429389,430505,431432,432269,433094,433980,435027,436239,437569,438705,439847,440914,442071,443460,444780,445963,447178,448284,449191,450436,451687,452956,454217,455418,456562,457546,458707,459968,461242,461242,463703,464780,465797,466906,468175,469414,470723,471959,473112,474191,475403,476882,478135,479390,480702,482003,483221,484539,486106,487592,489126,490464,491612,492785,494032,495309,496516,497773,498906,500083,501195,502439,503734,504960,506125,507423,508521,509576,510869,512142,513284,514446,515693,516949,518143,519395,520774,522108,522108,522108,525730,526814,526814,526814,526814,526814,531935,531935,531935,531935,531935,531935,531935,537374,537374,537374,539129,539129,539129,540244,540244,541201,541201,541994,541994,541994,541994,543318,543318,543318,543318,543318,543318,543318,543318,543318,545243,545243,545505,545505,545727,545829,545829,545829,545829,545829,545829,546336,546411,546411,546411,546612,546681,546735,546735,546735,546882,546926,546985,547035,547035,547134,547134,547134,547134,547134,547357,547402,547449,547497,547532,547591,547649,547704,547761,547797,547845,547890,547931,547969,548018,548065,548111,548162,548205,548252,548303,548368,548423,548474,548530,548571,548617,548666,548711,548760,548805,548848,548890,548930,548973,549022,549060,549103,549148,549192,549222,549260,549297,549339,549377,549412,549443,549479,549518,549556,549590,549618,549642,549671,549695,549720,549752,549786,549810,549848,549877,549912,549955,549997,550043,550088,550136,550189,550240,550304,550369,550457,550542,550622,550738,550842,550988,551210,551462,551749,552081,552406,552795,553319,553921,554665,555417,556236,557082,558106,559852,562437,565482,568650,572225,575293,578753,583531,588183,593545,599044,604672,609953,615430,620935,626808,632736,638327,643211,647819,652354,657192,661733,666259,670997,675471,679384,683053,687264,691125,695217,699069,702624,705637,708897,712644,715974,719136,722002,724525,726251,728387,730614,732596,734389,735958,737334,738331,739344,740396,741237,741864,742541,743205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+,South Africa,-30.5595,22.9375,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,3,3,7,13,17,24,38,51,62,62,116,150,202,240,274,402,554,709,927,1170,1187,1280,1326,1353,1380,1462,1505,1585,1655,1686,1749,1845,1934,2003,2028,2173,2272,2415,2506,2605,2783,3034,3158,3300,3465,3635,3953,4220,4361,4546,4793,4996,5350,5647,5951,6336,6783,7220,7572,7808,8232,8895,9420,10015,10652,11350,12074,12739,13524,14355,15515,16433,17200,18003,19137,20125,21343,22583,23615,24264,25937,27403,29240,30967,32683,34357,35812,37525,40792,43434,45973,48285,50879,52991,55421,58568,61927,65736,70038,73533,76334,80412,83890,87715,92681,97302,101590,106108,111796,118375,124590,131800,138134,144264,151209,159333,168061,177124,187977,196750,205721,215855,224665,238339,250687,264184,276242,287796,298292,311049,324221,337594,350879,364328,373628,381798,394948,408052,421996,434200,445433,452529,459761,471123,482169,493183,503290,511485,516862,521318,529877,538184,545476,553188,559859,563598,566109,568919,572865,579140,583653,587345,589886,592144,596060,599940,603338,607045,609773,611450,613017,615701,618286,620132,622551,625056,627041,628259,630595,633015,635078,636884,638517,639362,640441,642431,644438,646398,648214,649793,650749,651521,653444,655572,657627,659656,661211,661936,663282,665188,667049,668529,669498,670766,671669,672572,674339,676084,677833,679716,681289,682215,683242,685155,686891,688352,690896,692471,693359,694537,696414,698184,700203,702131,703793,705254,706304,708359,710515,712412,714246,715868,716759,717851,719714,721770,723682,725452,726823,727595,728836,730548,732414,734175,735906,737278,738525,740254,742394,744732,746945,749182,751024,752269,754256,757144,759658,762763,765409,767679,769759,772252,775502,778571,781941,785139,787702,790004,792299,796472,800872,805804,810449,814565,817878,821889,828598,836764,845083,852965,860964,866127,873679,883687,892813,901538,912477,921922,930711,940212,954258,968563,983359,994911,1004413,1011871,1021451,1039161,1057161,1073887,1088889,1100748,1113349,1127759,1149591,1170590,1192570,1214176,1231597,1246643,1259748,1278303,1296806,1311686,1325659,1337926,1346936,1356716,1369426,1380807,1392568,1404839,1412986,1417537,1423578,1430648,1437798,1443939,1449236,1453761,1456309,1458958,1463016,1466767,1470516,1473700,1476135,1477511,1479253,1482412,1484900,1487681,1490063,1491807,1492909,1494119,1496439,1498766,1500677,1502367,1503796,1504588,1505586,1507448,1509124,1510778,1512225,1513393,1513959,1514815,1516262,1517666,1518979,1520206,1521068,1521706,1522697,1524174,1525648,1526873,1528414,1529420,1530033,1530966,1532497,1533961,1535423,1536801,1537852,1538451,1538961,1540009,1541563,1543079,1544466,1545431,1545979,1546735,1548157,1549451,1550724,1551501,1551964,1552416,1552853,1553609,1554975,1556242,1557527,1558458,1559113,1559960,1561559,1562931,1564355,1565680,1566769,1567513,1568366,1569935,1571348,1572985,1574370,1575471,1576320,1577200,1578450,1579536,1581210,1582842,1584064,1584961,1586148,1588221,1590370,1592626,1592626,1596595,1597724,1599272,1602031,1605252,1608393,1611143,1613728,1615485,1617840,1621362,1625003,1628335,1632571,1635465,1637848,1637848,1645555,1649977,1654551,1659070,1659070,1665617,1669231,1675013,1680373,1686041,1691491,1696564,1699849,1704058,1712939,1722086,1730106,1739425,1747082,1752630,1761066,1774312,1786079,1796589,1810164,1823319,1832479,1843572,1861065,1877143,1895905,1913861,1928897,1941119,1954466,1973972,1995556,2019826,2046311,2062896,2075409,2090909,2112336,2135246,2157687,2179297,2195599,2206781,2219316,2236805,2253240,2269179,2283880,2295095,2302304,2311232,2327472,2342330,2356049,2368105,2377823,2383490,2391223,2408525,2422151,2435036,2447454,2456184,2461758,2470746,2484009,2497655,2511178,2523488,2533466,2540222,2546762,2554240,2568511,2582427,2595447,2605586,2613569,2624254,2638981,2652652,2666964,2680225,2690973,2698605,2708951,2722202,2734973,2747018,2757191,2764931,2770575,2777659,2787203,2796405,2805604,2814014,2819945,2824063,2829834,2836773,2843042,2848925,2854234,2858195,2860835,2864534,2869201,2873415,2877063,2880349,2882630,2884134,2886331,2889298,2892081,2894342,2895976,2896943,2897521,2898888,2898888,2902672,2904307,2905613,2906422,2906851,2907619,2908768,2909757,2910681,2911497,2912145,2912346,2912938,2913880,2914827,2915560,2916179,2916593,2916803,2917255,2917846,2918366,2918883,2919332,2919632,2919778,2920109,2920581,2921114,2921589,2921886,2922116,2922222,2922391,2922735,2923054,2923393,2923751,2923956,2924072,2924317,2924622,2924978,2925371,2925677,2925939,2926075,2926348,2926914,2927499,2928288,2929175,2929862,2930174,2948760,2950035,2952500,2955328,2958548,2961406,2963679,2968052,2976613,2988148,3004203,3020569,3031694,3038075,3051222,3071064,3093452,3112469,3129622,3167497,3180785,3204642,3231031,3255816,3276529,3292609,3308074,3316585,3332008,3353106,3374262,3393109,3407937,3413540,3417318,3424534,3433554,3446532,3458286,3468079,3472436,3475512,3483590,3494696,3504554,3513813,3521572,352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+,South 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Kingdom,49.2138,-2.1358,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12,15,16,16,18,32,48,57,59,59,59,77,77,114,119,151,151,166,166,166,179,194,194,209,213,213,215,219,230,241,245,246,251,251,272,274,276,277,279,280,286,286,286,287,288,289,289,289,289,289,289,292,292,293,293,293,293,293,298,299,299,302,302,302,302,302,303,303,304,304,304,304,304,304,304,305,305,305,307,307,309,309,309,309,309,309,309,312,312,314,314,314,314,314,314,314,316,316,316,316,316,316,316,316,316,316,316,316,321,321,321,321,321,321,325,325,325,325,327,327,327,327,327,327,327,327,328,328,328,330,331,331,331,331,332,332,335,335,336,337,337,339,339,339,341,343,346,348,348,350,351,352,354,354,356,356,356,359,361,363,364,366,366,366,368,369,372,372,372,372,373,373,376,377,378,379,381,382,384,387,389,389,391,393,393,395,397,397,397,402,403,404,407,411,417,417,421,423,427,433,438,441,443,452,462,465,480,485,486,488,488,498,505,510,516,521,527,534,540,545,556,560,565,567,573,580,584,593,606,618,633,648,656,659,671,688,702,719,732,746,757,766,773,784,798,811,819,826,835,840,873,898,928,956,986,1013,1048,1114,1174,1242,1265,1367,1394,1463,1520,1562,1639,1698,1786,1847,1907,2015,2115,2239,2276,2392,2445,2501,2567,2616,2639,2655,2682,2701,2712,2739,2762,2783,2799,2827,2854,2880,2897,2911,2920,2964,2982,2996,3005,3022,3033,3044,3051,3056,3065,3077,3090,3096,3113,3116,3122,3125,3130,3135,3140,3142,3150,3150,3157,3159,3169,3169,3171,3173,3174,3180,3186,3188,3190,3196,3198,3201,3202,3204,3206,3209,3211,3211,3211,3211,3211,3211,3212,3213,3215,3215,3216,3216,3218,3218,3219,3219,3219,3220,3220,3220,3220,3220,3221,3221,3221,3222,3222,3222,3222,3222,3222,3223,3223,3223,3223,3223,3224,3225,3225,3226,3227,3227,3227,3227,3228,3228,3228,3228,3228,3228,3228,3229,3230,3230,3230,3230,3230,3230,3231,3231,3231,3231,3231,3231,3231,3232,3232,3232,3232,3232,3232,3232,3232,3232,3232,3232,3232,3233,3233,3233,3234,3234,3234,3234,3235,3235,3235,3235,3235,3236,3236,3238,3240,3241,3241,3241,3241,3241,3241,3241,3241,3241,3241,3241,3241,3242,3245,3251,3255,3259,3267,3273,3275,3284,3285,3293,3294,3298,3300,3301,3307,3310,3320,3339,3364,3390,3415,3438,3454,3493,3545,3613,3681,3758,3804,3890,3963,4072,4211,4384,4543,4678,4805,5035,5239,5519,5727,6147,6328,6566,6868,7100,7329,7507,7649,7762,7860,7983,8094,8179,8256,8309,8382,8427,8481,8542,8572,8602,8629,8662,8674,8705,8742,8769,8818,8854,8887,8915,8953,8990,9017,9051,9074,9110,9148,9171,9207,9222,9246,9259,9276,9288,9313,9348,9378,9409,9438,9463,9497,9536,9563,9593,9614,9640,9664,9683,9709,9726,9741,9768,9779,9801,9816,9840,9864,9885,9911,9930,9944,9967,9989,10007,10036,10050,10051,10061,10074,10105,10128,10146,10176,10198,10225,10248,10277,10312,10339,10374,10409,10437,10466,10507,10535,10576,10614,10647,10688,10752,10794,10843,10896,10958,11027,11081,11158,11215,11255,11324,11381,11448,11504,11560,11660,11745,11825,11968,12103,12185,12272,12390,12498,12567,12692,12833,12953,13040,13231,13377,13519,13654,13746,13854,13948,14102,14237,14367,14516,14647,14757,14841,14973,15089,15223,15341,15439,15533,15615,15731,15849,15998,16116,16226,16342,16486,16631,16798,17006,17222,17412,17484,17605,18067,18589,19002,19428,19751,20254,20677,21054,21558,22210,22873,23338,23789,24217,24666,24993,25327,25618,25908,26164,26406,26731,27045,27344,27622,27899,28109,28396,28796,29187,29542,29887,30235,30490,30789,31202,31558,31883,32148,32364,32612,32852,33173,33445,33726,33970,34203,34367,34557,34785,35072,35301,35301,35301,35506,35983,36233,36420,36704,36704,36704,36881,37499,37851,38159,38480,38480,38480,38796,39490,39802,40111,40460,40460,40460,40807,41635,42018,42361,42675,42675,42675,42995,43796,44199,44492,44859,44859,44859,45146,45770,46108,46356,46596,46596,46596,46779,47156,47367,47561,47746,47746,47746,47881,48162,48305,48529,48529,48529,48529,48529,48644,49103,49228,49322,49322,49322,49408,49575,49656,49717,49778,49778,49778,49810,49810,49810,49810,50033,50033,50033,50033,50033,50033,50033,50033,50033,50033,50233,50233,50233,50233,50439,50439,50439,50439,50439,50439,50439,50611,50611,50611,50611,50611,50611,50740,50740,50740,50740,50740,50740,50740,50740,51132,51132,51132,51132,51132,51132,51132,51132,51132,51132,51792,51792,51792,51792,51792,51792,51792,51792,51792,52576,52576,53889,53889,53889,53889,53889,53889,53889,55473,55473,55473,55473,55473,55473,55473,56803,56803,56803,56803,56803,56803,56803,57541,57541,57541,57541,57541,57541,57541,58003,58003,58003,58003,58003,58003,58003,58331,58331,58331,58331,58331,58331,58331,58536,58536,58536,58536,58536,58536,58536,58536,58536,58536,58733,58733,58733,58733,58890,58890,58890,58890,58890,58890,58890,58890,58890,58890,58890,58890,59163,59163,59163,59163,59163,59270,59270,59270,59270,59555,59555,59555,59555,59555,59555,59555,59874,59874,59874,59874,59874,59874,59874,59874,59874,59874,59874,59874,60252,60252,60646,60646,60646,60646,60646,60646,60646,61048,61048,61048,61048,61048,61048,61048,61389,61389,61389,61389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diff --git a/covid19_deaths_global.csv b/covid19_deaths_global.csv new file mode 100644 index 00000000..b07e2294 --- /dev/null +++ b/covid19_deaths_global.csv @@ -0,0 +1,290 @@ 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+Australian Capital Territory,Australia,-35.4735,149.0124,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,5,6,8,6,6,8,8,9,9,9,9,9,9,9,9,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,13,13,13,13,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,16,16,16,16,18,19,19,20,20,22,22,22,24,25,25,25,26,26,26,26,26,26,26,27,28,28,29,29,31,31,31,31,31,31,31,31,32,31,32,32,33,33,33,33,33,33,33,34,34,34,34,34,34,34,34,34,34,34,37,37,37,37,38,38,38,38,38,38,38,38,38,38,39,39,39,39,39,39,41,42,42,42,42,43,43,43,44,45,45,46,46,46,47,47,47,47,47,47,47,48,49,50,50,50,50,50,50,50,50,51,52,53,54,54,55,55,55,55,56,58,58,58,58,58,58,58,59,60,60,60,60,60,61,61,61,61,62,62,62,64,64,64,64,64,64,64,66,67,67,68,68,68,68,68,68,68,74,74,74,75,78,78,78,78,78,78,78,78,78,79,80,80,80,80,81,81,81,81,82,82,84,83,84,84,84,84,84,84,84,84,85,86,89,89,89,89,89,90,90,92,92,92,96,97,100,100,101,101,102,106,107,108,109,110,110,110,114,116,116,117,117,117,117,117,124,121,121,123,123,123,123,123,124,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,127,127,127,127,127,127,127,127,127,127,127,127,127,127,128,128,128,128,128,128,128,128,128,128,128,128,128,128,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,130,130,130,130,130,130,135,135,135,135,135,135,135,136,136,136,136,136,136,136,138,138,138,138,138,138,138,138,138,138,138,138,138,138,142,142,142,142,142,142,142,148,148,148,148,148,148,148,148,148,148,148,148,148,148,152,152,152,152,152,152,152,152,157,157,157,157,157,157,157,157,157,157,157,157,157,157,224,224,224,224,224,224,224,224,224,224,224,224,224,228,228,228,228,228,228,228,228 +New South Wales,Australia,-33.8688,151.2093,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,2,2,2,2,2,2,4,5,5,6,6,6,6,7,7,7,7,8,8,8,8,9,10,12,12,16,18,21,21,21,22,23,24,25,25,25,25,26,26,26,26,26,26,31,33,33,34,34,39,40,41,41,42,42,43,44,44,44,44,44,44,44,45,45,45,45,45,46,46,47,47,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,50,50,50,50,50,50,50,50,50,50,50,50,51,51,51,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,55,55,56,56,56,56,57,58,58,59,59,59,60,60,62,62,66,65,67,67,68,68,69,69,71,76,77,83,82,83,87,89,91,93,97,102,110,111,114,115,119,122,125,128,128,130,133,135,137,143,147,150,154,161,173,177,180,185,193,201,207,216,224,231,238,240,252,264,276,282,295,299,309,314,320,331,342,351,363,370,385,391,406,416,426,432,439,449,457,468,479,485,493,498,502,508,512,514,524,529,533,540,541,546,548,552,556,557,560,562,564,567,568,572,576,580,584,587,590,591,598,602,605,606,608,608,609,610,612,612,615,618,618,620,621,623,625,625,625,625,625,625,628,628,628,628,629,630,630,632,633,634,634,637,639,639,640,641,641,642,643,643,643,645,647,648,649,649,649,652,653,656,657,663,668,669,673,675,684,689,700,709,725,743,754,775,797,826,846,866,883,919,951,976,1022,1052,1096,1110,1139,1168,1196,1231,1315,1366,1393,1422,1449,1487,1518,1536,1564,1578,1596,1616,1640,1659,1691,1713,1713,1743,1770,1784,1799,1811,1832,1839,1853,1859,1871,1877,1888,1895,1901,1910,1915,1924,1926,1936,1941,1946,1951,1960,1964,1971,1975,1982,1983,1989,1994,1999,2005,2017,2021,2025,2029,2034,2042,2049,2055,2056,2057,2066,2081,2098,2100,2444,2455,2461,2473,2487,2503,2511,2521,2529,2532,2543,2551,2572,2588,2606,2612,2616,2624,2639,2655,2668,2684,2692,2696,2714,2724,2743,2749,2769,2774,2779,2802,2823,2844,2851,2870,2876,2879,2896,2907,2930,2943,2962,2966,2970,2986,3000,3022,3032,3045,3052,3057,3071,3082,3112,3121,3146,3150,3151,3170,3179,3202,3213,3231,3236,3239,3247,3257,3278,3289,3311,3316,3319,3322,3336,3353,3361,3385,3392,3397,3404,3430,3456,3470,3490,3497,3508,3547,3558,3581,3590,3610,3612,3613,3627,3637,3659,3666,3699,3707,3715,3735,3750,3785,3799,3836,3848,3853,3879,3899,3924,3939,3980,3994,4001,4031,4051,4085,4107,4153,4158,4165,4212,4251,4284,4313,4343,4358,4362,4387,4417,4446,4481,4516,4525,4531,4555,4581,4624,4646,4680,4696,4700,4731,4745,4774,4796,4816,4821,4825,4862,4884,4907,4928,4946,4952,4954,4980,5001,5026,5046,5046,5046,5046,5046,5046,5046,5163,5163,5163,5163,5163,5163,5163,5232,5232,5232,5232,5232,5232,5232,5314,5314,5314,5314,5314,5314,5314,5355,5355,5355,5355,5355,5355,5355,5392,5392,5392,5392,5392,5392,5392,5414,5414,5414,5414,5414,5414,5414,5430,5430,5430,5430,5430,5430,5430,5454,5454,5454,5454,5454,5454,5454,5476,5476,5476,5476,5476,5476,5476,5515,5515,5515,5515,5515,5515,5515,5540,5540,5540,5540,5540,5540,5540,5572,5572,5572,5572,5572,5572,5572,5620,5620,5620,5620,5620,5620,5620,5694,5694,5694,5694,5694,5694,5694,5772,5772,5772,5772,5772,5772,5772,5804,5804,5804,5804,5804,5804,5804,5881,5881,5881,5881,5881,5881,5881,5993,5993,5993,5993,5993,5993,5993,6124,6124,6124,6124,6124,6124,6124,6218,6218,6218,6218,6218,6218,6218,6304,6304,6304,6304,6304,6304,6304,6366,6366,6366,6366,6366,6366,6366,6417,6417,6417,6417,6417,6417,6417,6464,6464,6464,6464,6464,6464,6464,6493,6493,6493,6493,6493,6493,6493,6529 +Northern Territory,Australia,-12.4634,130.8456,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,3,2,2,2,2,2,3,2,4,4,4,5,5,5,5,7,7,10,10,10,11,13,13,14,14,15,16,16,16,19,21,22,22,22,24,26,27,28,29,29,30,30,31,33,31,31,31,31,31,31,31,31,31,31,32,32,33,33,33,33,33,33,33,34,35,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,37,37,38,37,39,39,40,40,40,40,42,43,43,43,43,43,43,43,44,45,45,45,45,45,46,46,46,46,46,46,46,46,47,47,47,47,47,47,47,49,49,49,49,49,49,51,51,51,51,51,51,51,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,54,54,54,54,54,54,54,54,54,54,54,55,55,55,55,55,55,55,56,56,56,56,56,57,57,57,58,59,59,59,59,59,59,60,63,62,62,62,62,62,62,68,68,68,68,68,68,68,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,71,71,71,71,71,71,71,71,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,74,74,74,74,74,74,74,74,75,75,75,75,75,75,77,77,77,77,77,77,77,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,81,81,81,81,81,81,81,83,83,83,83,83,83,83,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,91 +Queensland,Australia,-27.4698,153.0251,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,2,2,4,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,10,10,11,11,17,20,20,29,29,52,63,72,85,85,105,105,129,138,153,153,183,196,199,209,225,234,247,268,277,296,308,332,340,354,367,371,377,387,399,438,446,456,458,463,468,505,513,520,528,529,530,540,564,570,577,589,591,592,597,610,615,623,629,632,634,644,652,662,673,683,683,685,694,700,706,709,717,718,718,727,732,737,740,746,746,747,755,756,763,772,774,775,775,781,791,795,797,798,798,802,802,808,823,828,835,838,840,841,850,857,863,863,868,868,868,876,887,898,903,905,905,908,918,921,933,938,940,940,952,959,961,970,979,979,980,998,1008,1027,1027,1037,1039,1040,1051,1057,1057,1073,1084,1084,1085,1087,1101,1110,1111,1118,1119,1120,1126,1139,1152,1163,1171,1171,1171,1175,1181,1186,1192,1197,1199,1199,1199,1238,1248,1254,1270,1270,1270,1281,1285,1302,1315,1323,1323,1323,1338,1350,1368,1388,1410,1410,1409,1427,1442,1452,1462,1470,1470,1470,1491,1510,1537,1554,1567,1567,1567,1590,1596,1627,1635,1653,1653,1653,1677,1712,1723,1741,1757,1757,1757,1774,1791,1811,1825,1845,1845,1845,1871,1900,1900,1919,1937,1937,1937,1955,1969,1985,1986,1986,1986,1988,2003,2027,2027,2048,2048,2048,2054,2054,2054,2054,2054,2125,2125,2125,2125,2125,2125,2162,2162,2162,2162,2162,2162,2162,2239,2239,2239,2239,2239,2239,2239,2229,2215,2215,2215,2215,2215,2215,2215,2236,2236,2236,2236,2236,2236,2236,2256,2256,2256,2256,2256,2256,2274,2274,2274,2274,2274,2274,2274,2288,2288,2288,2288,2288,2288,2288,2303,2303,2303,2303,2303,2303,2303,2317,2317,2317,2317,2317,2317,2317,2317,2331,2331,2331,2331,2331,2331,2331,2346,2346,2346,2346,2346,2346,2361,2361,2361,2361,2361,2361,2361,2394,2394,2394,2394,2394,2394,2394,2405,2405,2405,2405,2405,2405,2405,2405,2405,2405,2405,2405,2405,2405,2449,2449,2449,2449,2449,2449,2449,2526,2526,2526,2526,2526,2526,2526,2526,2574,2574,2574,2574,2574,2574,2643,2643,2643,2643,2643,2643,2643,2677,2677,2677,2677,2677,2677,2677,2710,2710,2710,2710,2710,2710,2710,2734,2734,2734,2734,2734,2734,2734,2760,2760,2760,2760,2760,2760,2760,2783,2783,2783,2783,2783,2783,2783,2783 +South Australia,Australia,-34.9285,138.6007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,3,3,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,6,6,6,8,8,8,8,10,8,15,16,19,26,30,30,36,42,42,42,50,47,58,67,67,69,74,74,87,100,110,111,117,120,121,122,125,125,127,133,137,139,139,148,148,151,154,154,158,164,164,164,166,166,169,169,169,174,174,174,177,179,179,186,188,188,190,190,212,212,219,219,221,222,222,225,225,225,228,231,231,234,238,238,242,246,246,253,256,256,257,259,259,261,263,264,268,270,273,279,280,281,281,287,289,290,297,298,298,298,301,303,306,310,310,314,325,332,332,339,342,346,348,351,354,354,370,371,371,371,375,378,386,393,393,396,401,403,405,411,415,419,424,426,426,440,441,442,443,443,443,443,443,444,446,451,455,455,458,463,463,463,465,475,475,476,476,485,490,496,496,496,503,514,518,520,524,525,525,531,530,530,530,533,533,539,540,540,545,546,546,546,552,552,556,558,559,559,568,569,571,574,596,603,610,613,614,614,632,636,653,661,665,674,679,679,688,691,699,712,712,719,723,723,732,745,745,753,754,754,759,771,773,778,779,777,786,786,776,774,777,777,778,779,779,782,778,787,787,787,788,796,796,798,860,860,860,860,860,860,860,907,907,907,907,907,907,929,929,929,929,929,929,929,946,946,946,946,946,946,946,1027,1027,1027,1027,1027,1027,1027,1027,1027,1027,1027,1027,1027,1027,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1061,1061,1061,1061,1061,1061,1061,1061,1058,1058,1058,1058,1058,1060,1060,1060,1060,1060,1060,1060,1060,1067,1067,1067,1067,1067,1067,1078,1078,1078,1078,1078,1078,1078,1109,1109,1109,1109,1109,1109,1109,1126,1126,1126,1126,1126,1126,1126,1144,1144,1144,1144,1144,1144,1144,1155,1155,1155,1155,1155,1155,1155,1170,1170,1170,1170,1170,1170,1170,1203,1203,1203,1203,1203,1203,1203,1224,1224,1224,1224,1224,1224,1224,1235,1235,1235,1235,1235,1235,1235,1244,1244,1244,1244,1244,1244,1244,1333,1333,1333,1333,1333,1333,1333,1333,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1365 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Brunswick,Canada,46.5653,-66.4619,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,4,4,4,4,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,11,12,12,12,12,12,12,13,13,13,13,13,13,14,14,16,16,17,18,18,18,18,18,18,18,20,20,20,21,21,22,22,22,22,23,24,24,24,24,24,25,26,26,26,26,26,26,27,27,28,28,28,28,28,28,28,29,29,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,32,33,33,33,33,33,33,33,33,33,33,33,34,34,34,35,35,35,36,36,36,36,36,37,38,38,39,40,40,41,41,41,41,41,41,41,41,41,41,42,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,44,44,44,44,44,44,44,44,44,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,47,47,47,47,47,47,47,47,48,48,48,48,48,48,48,49,49,52,53,54,54,56,57,59,60,64,66,68,69,70,70,72,72,74,75,75,80,82,84,87,90,91,94,99,101,106,107,108,111,111,112,114,114,116,117,117,118,119,120,121,121,121,121,121,121,121,121,121,122,122,122,122,122,122,122,122,122,123,123,123,123,123,123,124,125,128,130,132,132,133,136,136,136,138,139,140,140,142,144,144,144,146,148,148,148,148,149,151,152,152,152,156,156,157,159,160,160,160,162,165,168,169,170,171,172,172,173,174,178,182,183,187,189,192,196,199,201,207,207,212,215,215,224,228,228,233,238,243,247,251,252,258,259,263,269,275,278,282,286,290,292,293,296,297,298,298,298,298,300,300,300,301,301,301,304,306,306,308,309,309,309,311,312,313,316,317,317,317,317,320,320,320,320,320,320,320,336,336,336,336,336,336,336,349,349,349,349,358,358,358,358,358,358,358,368,368,368,368,368,368,368,378,378,378,378,378,378,378,378,378,378,378,384,384,384,384,384,384,384,399,399,399,399,399,399,399,406,406,406,406,406,406,406,411,411,411,411,411,411,411,416,416,416,416,416,416,416,419,419,419,419,419,419,419,421,421,421,422,422,422,422,422,422,422,422,422,422,422,422,422,422,425,425,425,425,425,425,425,429,429,429,429,429,429,429,429,429,429,429,429,429,433,433,433,433,433,433,433,438,438,438,438,438,438,438,443,443,443,443,443,443,443,447,447,447,447,447,447,447,451,451,451,451,451,451,451,456,456,456,456,456,456,456,462,462,462,462,462,462,462,466,466,466,466,466,466,466,472,472,472,472,472,472,472,476,476,476,476,476,476,476,480,480,480,480,480,480,480,480,480,480,485,485,485,485,490,490,490,490,490,490,490,493,493,493,493,493,493,493,493,493,493,576,576,576,576,585,585,585,585,585,585,585,585,585,585,592,592,592,592,592,592,592,592,599,599,599,599,599,599,603,603,603,603,603,603,603,609,609,609,609,609,609,609,615,615,615,615,615,615,615,621,621,621,621,621,621,621,628,628,628,628,635,635,635,635,635,635,635,635,635,635,635,635,635,635,635,635,635,740,740,740,740,740,740,740,749,749,749,749,749,749,749,762,762,762,762,762,762,762,773,773,773,773,773,773,773,781,781,781,781,781,781,781,812,812,812,812,812,812,812,822,822,822,822,822,822,822,825,825,825,825,825,825,825,834,834,834,834 +Newfoundland and Labrador,Canada,53.1355,-57.6604,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,10,10,10,10,10,10,10,11,11,11,11,13,13,13,13,13,13,15,15,15,15,15,15,15,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,19,19,19,20,20,20,20,21,21,21,23,23,23,23,24,25,26,26,28,28,30,30,30,30,31,31,34,38,38,38,38,40,40,44,45,46,46,46,46,48,50,50,52,52,52,56,57,60,61,61,61,61,63,63,64,64,64,64,64,66,66,66,66,66,66,66,68,68,72,72,76,76,76,76,78,78,82,82,82,82,85,87,87,92,92,92,92,101,103,103,110,110,110,110,116,118,118,122,122,122,122,122,122,130,137,137,137,137,137,142,142,152,152,152,152,157,157,157,162,162,162,162,164,165,165,168,168,168,168,168,169,169,176,176,176,176,176,176,176,177,177,177,177,177,177,177,182,182,182,182,182,182,182,184,184,184,184,184,184,184,187,187,187,187,187,187,187,187,187,190,190,190,190,190,190,190,192,192,192,192,192,192,192,193,193,193,193,193,193,193,193,193,193,193,193,193,194,194,194,194,194,194,194,200,200,200,200,200,200,200,203,203,203,203,203,203,203,207,207,207,207,207,207,207,212,212,212,212,212,212,212,219,219,219,219,219,219,219,223,223,223,223,223,223,223,227,227,227,227,227,227,227,231,231,231,231,231,231,231,235,235,235,235,235,235,235,236,236,236,236,236,236,236,236,236,236,239,239,239,239,243,243,243,243,243,243,243,246,246,246,246,246,246,246,250,250,250,250,250,250,250,254,254,254,254,254,254,254,254,254,254,257,257,257,257,257,257,257,257,262,262,262,262,262,262,268,268,268,268,268,268,268,271,271,271,271,271,271,271,275,275,275,275,275,275,275,278,278,278,278,278,278,278,282,282,282,282,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,295,295,295,295,295,295,295,295,295,295,295,295,295,295,296,296,296,296,296,296,296,296,296,296,296,296,296,296,304,304,304,304,304,304,304,304,304,304,304,304,304,304,311,311,311,311,311,311,311,311,311,311,311,311,311,311,318,318,318,318 +Northwest Territories,Canada,64.8255,-124.8457,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,14,14,14,14,15,15,15,15,15,15,15,15,15,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,18,18,18,18,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,20,20,20,20,20,20,20,20,20,20,20,20,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22 +Nova 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+,Congo (Brazzaville),-0.228,15.8277,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,8,8,9,9,9,9,10,10,10,10,10,10,10,11,11,11,15,15,15,15,15,15,15,16,16,16,16,16,16,19,19,19,19,20,20,20,20,20,20,22,22,22,24,24,24,24,24,24,27,27,27,27,27,27,27,37,37,37,37,37,37,37,37,37,41,41,44,44,44,44,44,47,47,47,47,47,47,47,47,48,49,49,49,50,50,50,50,51,51,51,54,54,54,54,54,54,54,58,58,58,58,58,58,58,58,60,60,60,60,60,76,76,76,77,77,77,77,77,78,78,78,78,78,78,78,78,78,102,102,102,102,102,102,114,114,83,88,88,88,88,88,88,88,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,90,90,90,90,90,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,93,93,93,93,93,93,93,93,94,94,94,94,94,94,94,94,94,94,94,94,99,99,99,99,99,100,100,100,100,100,100,100,100,100,100,100,100,107,107,107,107,107,108,108,108,108,108,108,108,108,108,108,108,108,112,112,112,114,114,114,114,114,114,117,117,117,117,117,117,117,117,117,117,117,117,117,117,122,122,122,122,122,122,122,122,123,123,123,123,123,123,123,123,123,127,127,127,128,128,128,128,128,128,128,128,131,131,131,131,131,131,131,131,131,131,131,131,131,131,134,134,134,134,134,134,135,135,135,135,135,135,135,135,135,135,135,135,135,137,137,137,137,137,137,137,137,139,139,139,139,139,139,139,139,139,139,139,144,144,144,144,144,144,144,144,147,147,147,147,148,148,148,148,148,148,148,148,148,148,148,148,150,150,150,150,150,150,153,153,153,153,153,153,153,153,154,154,155,155,155,157,157,157,157,157,160,160,160,160,160,161,161,161,161,161,164,164,164,165,165,165,165,165,165,166,166,166,166,167,167,167,167,167,167,167,167,167,167,172,172,172,172,174,176,176,176,176,176,176,177,177,177,177,178,178,178,178,178,178,178,178,178,178,179,179,179,179,179,179,179,179,179,179,179,179,179,179,179,179,179,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,191,191,191,191,191,191,193,193,193,193,197,197,197,199,199,199,206,206,206,206,206,219,219,219,222,222,222,231,231,231,239,239,239,239,249,249,249,258,258,258,258,278,278,278,297,297,297,297,309,309,309,309,309,309,309,319,331,331,331,339,339,339,339,349,349,349,349,349,349,354,354,354,354,354,354,354,354,359,359,359,359,359,359,359,359,359,365,365,365,365,365,367,367,367,367,367,367,367,367,367,367,367,367,367,369,369,369,369,370,370,370,370,370,370,370,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,375,375,375,375,375,375,375,375,375,375,375,375,375,375,377,377,377,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,383,383,383,384,384,384,384,384,384,384,384,384,384,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388 +,Congo 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+,Costa Rica,9.7489,-83.7534,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,4,4,4,4,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,8,8,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,14,15,15,16,17,18,18,18,19,23,23,25,25,26,28,30,34,37,40,42,47,54,62,66,68,71,80,87,98,104,115,125,133,140,150,154,162,171,181,191,200,218,228,235,244,255,263,272,281,291,294,304,314,321,333,340,348,355,362,376,386,397,407,418,418,436,443,453,460,469,478,478,510,531,543,567,583,590,590,621,633,649,666,686,706,706,745,760,781,795,812,828,828,861,880,904,917,930,950,950,987,1004,1024,1040,1055,1076,1076,1108,1124,1134,1159,1168,1183,1183,1204,1222,1236,1251,1265,1282,1282,1312,1329,1340,1357,1371,1385,1385,1404,1419,1431,1444,1453,1464,1464,1491,1502,1513,1527,1537,1546,1546,1566,1578,1588,1599,1608,1608,1608,1641,1662,1674,1679,1690,1690,1690,1726,1731,1739,1757,1773,1773,1773,1825,1846,1864,1882,1895,1895,1895,1936,1956,1967,1980,1996,1996,1996,2037,2051,2065,2086,2086,2086,2086,2144,2156,2171,2185,2185,2185,2185,2229,2248,2267,2286,2305,2305,2305,2353,2367,2384,2401,2416,2416,2416,2458,2477,2492,2506,2518,2518,2518,2558,2567,2584,2599,2604,2604,2604,2634,2641,2650,2662,2672,2672,2672,2692,2698,2701,2710,2714,2714,2714,2730,2737,2745,2756,2763,2763,2763,2782,2785,2793,2796,2800,2800,2800,2812,2820,2824,2829,2833,2833,2833,2833,2848,2848,2848,2862,2862,2862,2862,2886,2886,2886,2896,2896,2896,2896,2908,2908,2908,2931,2931,2931,2931,2957,2957,2957,2957,2957,2957,2957,3000,3000,3000,3018,3018,3018,3018,3044,3044,3065,3071,3071,3071,3099,3104,3115,3125,3136,3143,3143,3168,3186,3202,3217,3231,3231,3231,3290,3310,3326,3341,3365,3365,3365,3430,3456,3482,3514,3547,3547,3547,3625,3673,3696,3736,3765,3765,3765,3849,3877,3908,3929,3962,3962,3962,4041,4074,4098,4124,4153,4153,4153,4228,4251,4278,4298,4322,4322,4322,4388,4407,4437,4459,4473,4473,4473,4530,4546,4567,4581,4602,4602,4602,4648,4661,4667,4674,4686,4686,4686,4726,4740,4753,4760,4773,4773,4773,4773,4829,4842,4857,4874,4874,4874,4906,4915,4925,4933,4941,4941,4941,4941,4987,4997,5013,5030,5030,5030,5030,5070,5087,5108,5124,5124,5124,5162,5169,5185,5199,5211,5211,5211,5255,5269,5284,5296,5312,5312,5312,5361,5378,5394,5417,5431,5431,5431,5492,5506,5523,5540,5568,5568,5568,5642,5673,5702,5721,5754,5754,5754,5754,5851,5889,5919,5949,5949,5949,6056,6098,6128,6168,6189,6189,6189,6277,6316,6349,6386,6413,6413,6413,6494,6522,6553,6584,6612,6612,6612,6698,6718,6744,6771,6797,6797,6797,6857,6880,6895,6895,6946,6946,6946,6983,6997,7008,7021,7029,7029,7029,7078,7093,7111,7124,7134,7134,7134,7164,7176,7176,7190,7197,7197,7197,7223,7231,7241,7248,7251,7251,7251,7264,7271,7280,7284,7287,7287,7287,7287,7299,7305,7309,7312,7312,7312,7318,7324,7324,7328,7332,7332,7332,7332,7333,7336,7336,7340,7340,7340,7340,7343,7343,7343,7343,7343,7343,7343,7353,7353,7353,7353,7353,7353,7353,7366,7369,7370,7372,7372,7372,7382,7386,7394,7401,7406,7406,7406,7421,7425,7434,7441,7451,7451,7451,7451,7492,7505,7521,7533,7533,7533,7575,7593,7605,7621,7641,7641,7641,7694,7712,7730,7752,7772,7772,7772,7806,7829,7847,7874,7894,7894,7894,7936,7954,7969,7984,7999,7999,7999,8037,8047,8057,8073,8082,8082,8082,8121,8136,8142,8149,8160,8160,8160,8186,8192,8202,8215,8226,8226,8226,8244,8256,8261,8263,8266,8266,8266,8266,8266,8298,8300,8308,8308,8308,8308,8327,8327,8327,8327,8327,8327,8327,8357,8357,8357,8357,8357,8357,8357,8357,8383,8383,8383,8383,8383,8383,8383,8405,8405,8405,8405,8405,8405,8405,8421,8421,8421,8421,8421,8421,8444,8444,8444,8444,8444,8444,8444,8444,8472,8472,8472,8472,8472,8472,8495,8495,8495,8495,8495,8495,8495,8495,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8670,8670,8670,8690,8690,8690,8690,8720,8720,8720,8740,8740,8740,8754,8754,8754,8754,8774,8774,8774,8780,8780,8780,8780,8800,8800,8800,8808,8808,8808,8808,8828,8828,8836,8836,8836,8836,8836,8856,8856,8856,8867,8867,8867,8867,8887,8887,8887,8887,8893,8893,8893,8913,8913,8913,8913,8913,8913,8913,8933,8933,8933,8933,8933,8933,8933,8970,8970,8970,8970,8970,8970,8970,8970,8966,8966,8966,8966,8966,8966,8974,8974,8974,8974,8974,8974,8974,8982,8982,8982,8982,8982,8982,8982,8990,8990,8990,8990,8990,8990,8990,8999,8999,8999,9009,9009,9009,9009,9009,9009,9009,9019,9019,9019,9019,9019,9019,9019,9031,9031,9031,9031,9031,9031,9031,9031,9031,9031,9031,9038,9038,9038,9046,9046,9046,9046,9046,9046,9046,9046,9046,9046,9046,9051,9051,9051,9051,9051,9051,9051,9059,9059,9059,9072,9072,9072,9072,9072,9072,9072,9072,9072,9072,9072,9085,9085,9085,9104,9104,9104,9104,9104,9104,9104,9104,9104,9104,9104,9104,9123,9123,9123,9123,9123,9123,9142,9142,9142,9142,9142,9142,9142,9158,9158,915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+,Cote 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Princess,0.0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,3,3,3,4,4,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,8,8,8,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13 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Salvador,13.7942,-88.8965,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,3,3,4,4,5,6,6,6,6,6,6,6,6,7,7,7,7,7,7,8,8,8,8,8,8,9,10,10,11,11,13,14,15,15,16,17,17,18,20,20,23,25,26,30,30,30,31,33,33,33,35,35,36,39,39,42,46,46,46,49,51,52,53,53,53,56,60,64,68,68,72,74,74,76,79,82,86,93,98,107,113,119,126,133,143,152,164,174,182,191,202,210,217,223,229,235,243,249,254,260,267,278,286,298,309,324,335,344,352,363,372,379,390,400,408,417,430,439,448,459,467,477,486,498,513,520,536,549,563,570,577,584,595,603,612,618,625,633,640,646,654,661,669,678,687,694,702,708,713,717,724,731,739,744,752,759,764,765,770,774,777,782,785,788,792,796,801,804,808,811,812,814,819,823,826,826,826,831,839,843,848,853,857,863,865,869,873,877,881,887,890,894,899,904,908,912,917,922,926,929,933,936,940,944,949,953,957,962,967,971,975,979,983,987,992,997,1002,1006,1010,1014,1020,1024,1028,1033,1039,1044,1047,1052,1056,1061,1064,1070,1075,1081,1086,1086,1098,1102,1107,1111,1114,1120,1129,1134,1142,1153,1159,1164,1168,1174,1180,1186,1193,1200,1205,1212,1219,1227,1234,1242,1250,1257,1265,1274,1283,1289,1297,1305,1313,1313,1327,1327,1327,1327,1358,1364,1373,1382,1390,1398,1408,1419,1428,1437,1447,1459,1469,1479,1487,1498,1509,1521,1530,1540,1551,1561,1572,1583,1589,1599,1604,1614,1623,1632,1638,1646,1653,1662,1673,1681,1692,1701,1709,1719,1727,1734,1742,1750,1758,1767,1776,1785,1792,1799,1807,1815,1823,1832,1841,1847,1854,1861,1869,1878,1887,1894,1894,1907,1915,1923,1929,1935,1940,1945,1950,1954,1958,1962,1962,1971,1975,1979,1983,1986,1990,1990,1996,1998,2000,2003,2006,2006,2006,2017,2021,2025,2030,2030,2037,2040,2044,2048,2051,2054,2057,2060,2064,2068,2072,2075,2078,2082,2086,2089,2093,2098,2103,2106,2111,2117,2120,2124,2124,2132,2134,2137,2141,2143,2146,2150,2154,2158,2164,2168,2173,2178,2182,2187,2191,2195,2199,2202,2206,2211,2216,2220,2224,2229,2233,2237,2241,2245,2249,2252,2255,2260,2260,2266,2270,2274,2279,2279,2284,2288,2292,2295,2299,2305,2310,2315,2321,2327,2332,2336,2341,2346,2351,2356,2361,2367,2371,2376,2381,2387,2393,2397,2403,2409,2414,2420,2428,2433,2439,2445,2451,2457,2464,2470,2477,2484,2492,2499,2508,2519,2529,2538,2547,2558,2567,2577,2587,2599,2613,2629,2641,2651,2663,2672,2681,2691,2703,2717,2730,2742,2749,2759,2769,2781,2789,2794,2804,2812,2817,2824,2831,2840,2846,2855,2863,2872,2880,2890,2898,2909,2918,2926,2934,2944,2952,2961,2969,2977,2986,2995,3005,3013,3022,3032,3043,3056,3066,3078,3090,3102,3114,3125,3138,3152,3164,3174,3185,3197,3211,3222,3234,3245,3262,3277,3293,3312,3327,3345,3357,3368,3381,3392,3405,3420,3435,3447,3460,3477,3490,3505,3520,3532,3544,3554,3564,3575,3586,3596,3604,3613,3622,3629,3638,3647,3654,3664,3670,3675,3682,3690,3695,3704,3709,3715,3721,3728,3731,3735,3738,3741,3746,3751,3753,3756,3759,3762,3764,3764,3769,3771,3774,3776,3778,3779,3781,3781,3783,3786,3789,3790,3791,3792,3793,3795,3797,3800,3800,3802,3803,3805,3807,3809,3810,3812,3815,3817,3818,3818,3820,3820,3821,3823,3824,3824,3825,3826,3826,3826,3826,3826,3827,3827,3827,3827,3828,3829,3832,3832,3834,3834,3837,3840,3843,3847,3851,3855,3857,3862,3866,3871,3877,3884,3891,3899,3908,3914,3921,3927,3933,3942,3952,3960,3967,3975,3982,3989,3994,4002,4011,4019,4027,4032,4032,4041,4044,4048,4054,4058,4062,4062,4068,4071,4074,4077,4081,4083,4086,4088,4091,4092,4093,4094,4095,4095,4100,4101,4102,4104,4105,4107,4109,4109,4113,4113,4114,4115,4115,4116,4116,4117,4118,4118,4119,4119,4119,4120,4120,4121,4121,4121,4121,4121,4122,4122,4124,4124,4124,4125,4125,4125,4125,4126,4126,4127,4127,4127,4127,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4129,4129,4129,4129,4129,4129,4130,4130,4130,4130,4130,4130,4130,4131,4131,4131,4131,4131,4131,4131,4132,4132,4132,4132,4132,4132,4133,4133,4133,4134,4134,4134,4135,4135,4135,4135,4135,4135,4136,4137,4137,4137,4138,4139,4139,4139,4139,4139,4141,4141,4142,4144,4146,4146,4149,4150,4152,4152,4153,4155,4156,4160,4163,4164,4165,4167,4171,4174,4174,4177,4178,4181,4184,4184,4184,4184,4189,4190,4192,4194,4194,4194,4194,4199,4201,4204,4206,4208,4210,4213,4214,4216,4216,4216,4217,4217,4217,4217,4217,4217,4218,4218,4219,4219,4219,4220,4220,4221,4221,4221,4221,4222,4223,4223,4224,4224,4224,4224,4224,4224,4226,4226,4227,4227,4227,4228,4228,4228,4228,4228,4228,4228,4228,4228,4229,4229,4229,4229,4229,4229,4229,4229,4229,4229,4229,4229,4229,4229,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230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+,Equatorial Guinea,1.6508,10.2679,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,3,3,4,4,4,4,4,4,4,6,7,7,7,7,7,7,7,10,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,87,87,87,87,87,87,87,87,87,87,88,88,89,89,89,91,91,91,91,91,91,92,92,93,93,93,96,96,96,96,96,98,98,98,98,98,100,100,100,100,100,100,101,101,102,102,102,102,102,102,102,102,103,103,103,103,104,104,104,104,104,106,106,106,106,106,106,106,106,106,106,106,106,106,107,107,107,107,107,107,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,113,113,113,113,113,113,113,113,113,118,118,118,118,118,118,118,118,118,118,118,118,118,118,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,122,122,122,122,122,122,122,122,122,122,122,122,122,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,124,124,126,126,126,128,128,128,129,129,129,129,129,131,131,131,131,136,137,137,137,137,137,140,140,142,142,142,142,142,142,146,147,147,147,147,150,150,150,154,154,154,154,155,155,156,156,156,156,156,161,161,163,163,163,163,163,163,163,163,163,166,167,167,167,167,167,168,168,168,168,168,168,168,168,168,168,168,168,169,169,169,170,170,170,170,170,170,170,173,173,173,173,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,177,177,177,177,177,177,177,178,178,178,178,178,179,179,179,179,179,181,181,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183 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Miquelon,France,46.8852,-56.3159,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2 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+"Bonaire, Sint Eustatius and 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+Sint 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+,North Macedonia,41.6086,21.7453,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,3,3,3,4,6,7,9,11,11,12,17,18,23,26,29,30,32,34,34,38,44,45,46,49,49,51,54,55,56,56,57,59,61,65,71,73,77,81,82,84,85,86,88,89,90,91,91,91,92,95,95,97,98,101,104,106,110,111,112,113,113,113,116,119,121,126,131,133,140,141,145,147,149,151,153,156,157,164,169,171,179,188,193,201,210,216,222,233,238,247,251,259,265,268,277,286,298,302,306,321,328,334,341,346,351,359,362,368,376,382,385,389,393,401,406,414,422,432,432,442,445,451,460,460,466,471,476,480,486,493,497,500,505,511,517,519,523,527,528,529,530,532,535,539,544,547,549,551,554,557,563,564,568,573,578,585,590,596,600,603,604,606,606,609,614,617,623,631,634,637,642,646,648,652,661,668,675,683,689,693,700,705,710,712,721,722,725,729,737,739,743,749,753,756,760,768,772,775,781,785,792,797,800,809,815,821,824,834,846,850,862,874,883,897,919,934,949,963,977,982,994,1004,1025,1049,1071,1084,1096,1110,1136,1156,1186,1212,1238,1263,1281,1305,1345,1376,1397,1423,1462,1487,1511,1546,1561,1600,1630,1658,1699,1731,1763,1792,1825,1847,1877,1901,1924,1949,1977,2023,2051,2077,2096,2121,2147,2169,2194,2225,2254,2274,2292,2314,2340,2354,2375,2401,2427,2445,2456,2473,2488,2503,2510,2522,2530,2550,2559,2571,2581,2592,2614,2622,2635,2647,2657,2672,2682,2696,2702,2715,2726,2739,2754,2768,2779,2785,2791,2812,2821,2831,2841,2848,2855,2866,2873,2893,2900,2908,2916,2924,2946,2955,2959,2966,2971,2976,2989,2998,3003,3010,3018,3037,3047,3063,3076,3085,3098,3111,3119,3126,3137,3144,3151,3156,3165,3176,3185,3195,3206,3228,3244,3265,3280,3300,3319,3340,3364,3388,3403,3424,3448,3473,3503,3528,3545,3574,3607,3642,3675,3716,3749,3781,3810,3860,3905,3940,3977,4022,4073,4108,4150,4182,4228,4262,4289,4322,4357,4388,4419,4443,4478,4509,4556,4595,4628,4650,4677,4714,4742,4772,4818,4855,4891,4936,4961,4992,5016,5042,5067,5079,5093,5109,5135,5151,5168,5184,5197,5211,5230,5232,5249,5265,5280,5296,5311,5329,5342,5356,5369,5387,5398,5408,5413,5423,5429,5435,5442,5448,5455,5458,5462,5467,5468,5470,5471,5471,5472,5472,5472,5472,5474,5475,5475,5477,5477,5478,5481,5484,5484,5484,5484,5484,5484,5485,5486,5486,5486,5486,5486,5486,5486,5487,5487,5487,5487,5487,5487,5487,5487,5487,5487,5487,5487,5488,5489,5489,5489,5489,5491,5491,5491,5491,5493,5493,5493,5494,5494,5497,5501,5502,5503,5507,5509,5513,5521,5527,5532,5542,5552,5560,5574,5589,5608,5632,5654,5668,5695,5727,5755,5782,5818,5842,5869,5901,5938,5964,5987,6013,6045,6065,6097,6129,6153,6184,6214,6236,6259,6277,6307,6339,6367,6396,6437,6460,6472,6489,6511,6539,6557,6577,6594,6607,6630,6646,6668,6683,6683,6704,6719,6740,6758,6783,6799,6817,6831,6849,6855,6875,6888,6901,6922,6940,6964,6978,6998,7012,7019,7036,7051,7062,7072,7087,7098,7108,7121,7132,7145,7159,7178,7194,7204,7217,7232,7242,7255,7276,7294,7307,7320,7328,7337,7354,7367,7390,7406,7418,7436,7449,7464,7474,7492,7511,7528,7547,7569,7581,7592,7609,7616,7631,7641,7658,7674,7688,7695,7710,7723,7732,7740,7754,7768,7778,7794,7801,7815,7825,7838,7853,7868,7879,7894,7904,7907,7917,7935,7953,7960,7969,7975,7981,7996,8000,8002,8012,8023,8032,8042,8055,8062,8070,8083,8092,8100,8115,8139,8153,8166,8177,8198,8218,8240,8266,8285,8312,8338,8362,8383,8409,8444,8470,8494,8533,8549,8578,8599,8624,8658,8686,8705,8736,8747,8768,8793,8829,8851,8869,8891,8898,8915,8937,8958,8968,8981,8994,9001,9010,9027,9036,9050,9065,9075,9079,9086,9097,9104,9117,9123,9137,9146,9150,9155,9159,9162,9164,9172,9180,9184,9187,9188,9191,9197,9203,9206,9208,9214,9220,9221,9226,9226,9228,9231,9231,9234,9236,9240,9244,9251,9252,9256,9256,9260,9261,9261,9261,9262,9263,9265,9266,9271,9271,9271,9276,9277,9278,9278,9280,9280,9280,9280,9282,9283,9284,9284,9284,9284,9287,9287,9287,9287,9289,9289,9289,9291,9293,9293,9296,9296,9296,9297,9297,9297,9300,9300,9300,9300,9300,9303,9303,9306,9307,9309,9309,9309,9309,9311,9313,9313,9316,9316,9316,9316,9316,9318,9320,9322,9322,9322,9322,9322,9322,9322,9322,9322,9322,9322,9322,9323,9325,9327,9327,9327,9327,9327,9327,9329,9331,9331,9331,9335,9337,9337,9337,9339,9339,9339,9339,9343,9345,9349,9353,9353,9353,9359,9361,9361,9368,9370,9370,9370,9373,9377,9381,9387,9388,9388,9388,9398,9398,9400,9410,9414,9414,9414,9424,9426,9429,9437,9440,9440,9440,9450,9455,9461,9468,9473,9473,9473,9477,9481,9489,9490,9495,9495,9495,9499,9499,9502,9503,9506,9506,9506,9512,9515,9516,9520,9521,9521,9521,9524,9524,9524,9526,9527,9527,9527,9531,9531,9535,9534,9534,9534,9534,9537,9539,9542,9542,9544,9544,9544,9548,9548,9551,9551,9551,9551,9551,9553,9554,9556,9559,9559,9559,9559,9559,9561,9561,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9567,9567,9567,9567,9567,9567,9568,9568,9568,9568,9568,9568,9568,9568,9570,9570,9570,9570,9591,9591,9591,9591,9591,9591,9591,9591,9599,9599,9599,9599,9599,9599,9599,9599,9608,9608,9608,9608,9608,9608,9614,9614,9614,9614,9614,9614,9614,9614,9614,9614,9614,9614,9614,9614,9623,9623,9623,9623,9623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Guinea,-6.314993,143.95555,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,11,12,12,12,12,14,14,14,14,16,16,16,16,16,16,21,21,21,21,26,26,26,31,36,36,36,36,37,39,39,39,39,45,49,56,60,60,60,60,61,67,67,68,68,68,68,68,69,69,71,82,82,82,89,91,91,91,99,99,102,102,105,105,107,107,107,115,115,115,121,121,121,121,121,121,121,130,130,133,136,136,136,136,136,141,154,154,154,154,156,156,159,162,162,162,162,162,162,162,162,162,164,164,164,164,164,164,164,164,165,165,165,165,167,167,173,173,173,173,173,173,173,173,173,173,173,173,173,173,173,173,173,173,177,177,177,177,179,179,179,179,179,179,179,179,187,191,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,194,194,196,196,196,204,204,204,204,204,204,212,212,217,217,225,225,227,227,227,229,229,234,234,234,234,234,237,243,245,245,245,245,252,262,266,266,266,266,309,312,312,325,329,329,335,335,335,335,345,367,367,370,370,385,392,392,406,406,407,407,413,415,415,430,430,436,436,436,436,436,484,484,486,529,529,542,542,542,542,545,545,546,546,550,550,550,550,550,573,573,573,573,573,586,586,587,587,587,589,589,589,589,589,589,589,589,589,589,590,590,590,590,590,590,590,590,590,590,591,591,591,591,591,595,595,595,596,596,596,596,596,596,596,596,596,596,597,597,597,597,597,597,597,597,597,597,597,597,597,597,597,597,597,610,610,610,610,610,610,628,628,628,628,636,636,636,636,638,638,638,638,638,638,638,638,638,638,638,639,639,639,639,639,639,639,639,639,639,639,639,639,639,639,639,639,639,640,640,640,640,640,640,640,640,640,640,643,643,643,643,643,643,643,643,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,650,650,650,650,650,650,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,657,658,658,658,658,658,658,658,658,658,658,658,658,658,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670 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Grenadines,12.9843,-61.2872,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,4,4,4,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,14,14,14,16,17,17,17,17,17,18,19,19,21,26,26,28,33,33,33,33,33,33,38,38,38,38,38,38,47,53,53,54,56,56,60,60,60,63,63,64,65,66,66,68,68,69,69,69,69,69,69,69,69,69,71,71,71,71,72,72,72,73,73,73,73,73,73,74,74,74,74,74,74,74,74,74,74,74,76,76,76,76,76,77,77,77,77,77,77,77,77,77,77,77,79,79,79,81,81,81,81,81,81,81,81,81,83,83,83,83,84,84,84,84,84,85,85,85,85,85,85,87,88,88,90,90,90,90,92,92,92,92,93,93,93,94,94,95,95,95,99,99,99,99,101,101,101,102,102,103,103,103,103,104,104,104,105,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,107,107,108,108,108,108,108,108,108,108,108,108,108,108,109,109,109,110,110,110,110,111,111,111,111,111,111,111,111,112,112,112,112,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,118,118,118,118,118,118,118,118,118,119,119,119,119,119,119,119,120,120,120,120,120,120,121,121,121,121,121,121,121,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123 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Marino,43.9424,12.4578,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,2,2,2,5,5,5,5,9,11,14,14,20,20,20,21,21,21,21,22,22,25,26,28,28,30,32,32,32,32,34,34,34,34,35,35,36,36,36,38,38,39,39,39,40,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,43,43,43,43,43,44,44,44,44,44,44,45,45,46,46,46,46,47,48,48,48,48,49,49,50,51,51,52,54,54,54,55,55,55,55,56,56,56,57,57,57,57,59,59,59,59,61,61,62,62,62,64,64,64,64,64,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,67,67,67,68,68,68,69,69,69,69,71,71,72,72,72,72,72,72,72,72,72,72,72,72,73,73,73,73,74,74,74,74,75,75,76,76,76,77,77,77,77,77,77,77,77,77,77,78,79,79,79,79,80,82,84,84,84,84,84,84,84,84,84,84,85,85,85,85,85,85,85,85,86,86,86,86,86,86,88,88,88,88,89,89,89,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,94,94,94,94,94,94,94,94,94,94,94,95,95,95,96,96,97,97,98,98,98,98,98,99,99,100,100,100,102,102,103,103,103,103,103,103,103,103,103,103,103,103,103,103,105,106,107,107,107,108,108,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,110,110,110,110,110,110,110,110,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,113,113,113,113,113,113,113,113,113,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,116,116,116,116,116,116,116,117,117,117,117,117,117,117,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122 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+,South 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+,South Sudan,6.877,31.307,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,6,8,8,8,8,10,10,10,10,10,10,10,10,10,10,10,14,19,19,19,24,24,27,27,27,30,31,32,34,34,34,35,36,36,36,36,36,36,36,38,38,38,38,38,38,38,38,38,38,38,38,38,41,41,41,41,43,43,43,45,45,45,45,45,45,45,46,46,46,46,46,46,46,46,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,48,48,48,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,50,50,50,50,50,50,53,54,54,55,55,55,55,55,55,55,55,55,55,55,55,56,56,56,56,56,56,58,58,58,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,60,60,60,60,61,61,61,61,61,61,61,61,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,66,66,66,66,66,69,71,71,72,74,74,77,79,79,83,83,85,86,87,87,87,87,90,93,93,94,95,97,100,100,102,102,102,102,102,103,104,104,104,104,106,106,106,106,106,106,106,106,107,108,108,108,108,108,108,109,112,112,112,113,113,113,113,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,116,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,118,118,118,118,119,119,119,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,121,121,121,121,128,128,128,128,128,128,128,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,135,135,135,135,135,135,135,135,135,135,135,135,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138 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Kingdom,49.448196,-2.58949,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,3,4,4,6,6,8,9,9,9,10,11,11,13,13,13,13,13,13,14,14,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,20,20,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,22,22,22,22,22,22,22,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,24,24,24,24,24,24,25,25,26,26,28,28,28,28,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,36,36,36,36,36,36,36,36,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,45,45,45,45,45,45,45,46,46,46,46,46,46,46,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,48,48,48,48,48,48,49,49,49,49,49,49,49,49,50,50,50,50,50,50,50,54,54,54,54,54,54,54,54,54,54,54,54,54,54,60,60,60,60,60,60,60,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,64,64,64,64,64,64,64,64,64,64,64,64,64,64,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,69,69,69,69,69,69,69,69,62,62,62,62,62,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66 +Isle of Man,United Kingdom,54.2361,-4.5481,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,2,2,2,2,4,4,4,6,6,9,9,15,16,18,18,18,20,21,21,21,22,22,22,23,23,23,23,23,23,23,23,23,23,23,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,26,27,27,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,30,30,30,33,33,33,33,33,33,36,36,36,37,37,37,37,37,37,37,37,37,37,37,37,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,51,51,51,51,51,51,51,51,52,52,52,52,52,52,54,54,54,54,54,54,54,54,56,56,56,56,56,56,57,57,57,57,57,57,57,57,57,57,57,57,57,57,60,60,60,60,60,60,61,64,64,64,64,64,64,64,64,66,66,66,66,66,66,66,66,66,66,66,66,66,66,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,68,68,68,68,68,68,68,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,71,71,71,71,71,71,73,73,73,73,73,73,73,77,77,77,77,77,77,77,77,79,79,79,79,79,79,79,80,80,80,80,80,80,80,80,80,80,80,80,80,81,81,81,81,81,81,81,81,81,81,81,81,81,81,81,82,82,82,82,82,82,84,84,84,84,84,84,84,87,87,87,87,87,87,87,87,87,87,87,87,87,93,93,98,98,98,98,98,98,98,102,102,102,102,102,102,102,104,104,104,104,104,104,104,104,105,105,105,105,105,105,105,105,105,105,105,105,105,106,106,106,106,106,106,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,110,110,110,110,110,110,110,110,110,110,110,110,110,110,111,111,111,111,111,111,111,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116 +Jersey,United Kingdom,49.2138,-2.1358,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,2,2,2,2,3,3,3,3,3,3,4,4,4,4,4,6,7,10,11,12,12,14,14,18,19,19,19,19,19,20,20,22,23,24,24,24,24,25,25,25,25,26,26,27,27,27,27,27,27,27,28,29,29,29,29,29,29,29,29,29,29,29,29,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,33,36,36,36,38,39,40,41,41,41,41,41,41,42,44,44,44,44,47,51,53,56,57,57,57,59,59,60,60,62,62,62,62,62,62,62,63,63,63,63,63,64,65,66,66,66,66,67,67,67,67,67,67,67,67,67,67,67,67,67,68,68,68,68,68,68,68,68,68,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,70,71,72,73,73,73,73,73,73,73,74,74,74,74,74,74,75,75,75,75,75,76,76,76,77,77,77,77,77,77,77,77,77,77,77,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,79,79,79,79,79,79,79,79,79,79,79,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,81,81,81,81,81,81,81,82,82,84,84,84,84,84,84,84,84,85,87,87,87,87,88,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,90,90,90,90,90,92,92,92,92,92,92,94,94,94,96,96,96,96,99,99,99,100,100,100,101,103,103,104,104,104,104,104,106,106,106,106,106,108,108,108,108,108,108,109,109,110,111,112,112,112,112,112,113,113,113,113,113,114,115,115,115,115,115,115,116,116,116,116,116,116,116,116,116,118,118,118,118,118,119,120,120,120,120,120,120,120,120,120,121,121,121,121,121,121,121,121,121,121,121,121,122,122,123,123,123,123,123,124,124,124,126,126,126,126,126,126,126,127,127,127,127,127,127,127,127,127,127,127,127,127,127,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,132,132,132,133,133,133,133,133,133,133,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,137,137,137,137,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,139,139,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,144,144,144,144,144,144,144,146,146,146,146,146,146,146,146,146,146,146,146,146,146,150,150,150,150,150,150,150,154,154,154,154,154,154,154,155,155,155,155,155,155,155,155,157,157,157,157,157,157,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161 +Montserrat,United 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+Pitcairn Islands,United 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diff --git a/covid19_recovered_global.csv b/covid19_recovered_global.csv new file mode 100644 index 00000000..d20ea9a8 --- /dev/null +++ b/covid19_recovered_global.csv @@ -0,0 +1,275 @@ 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Territory,Australia,-35.4735,149.0124,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,3,8,11,18,18,28,40,40,40,47,59,59,59,59,72,72,82,81,88,88,91,92,93,93,97,98,99,100,101,101,103,103,103,103,103,103,103,103,103,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,107,107,107,109,109,109,109,109,109,109,109,109,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,112,112,112,112,112,112,112,112,112,113,113,113,113,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,116,116,116,116,117,117,117,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 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diff --git a/covidproject.ipynb b/covidproject.ipynb index 01d1faf8..f759f3fc 100644 --- a/covidproject.ipynb +++ b/covidproject.ipynb @@ -1,34 +1,12 @@ { - "metadata": { - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.3-final" - }, - "orig_nbformat": 2, - "kernelspec": { - "name": "python3", - "display_name": "Python 3", - "language": "python" - } - }, - "nbformat": 4, - "nbformat_minor": 2, "cells": [ { + "cell_type": "markdown", + "metadata": {}, "source": [ "### Task 1 - Data Collection\n", "Here you will obtain the required data for the analysis. As described in the project instructions, you will perform a web scrap to obtain data from the NCDC website, import data from the John Hopkins repository, and import the provided external data.\n" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { "cell_type": "code", @@ -38,12 +16,12 @@ "source": [] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "### A - NCDC Website scrap\n", "Website - https://covid19.ncdc.gov.ng/" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { "cell_type": "code", @@ -69,43 +47,43 @@ ] }, { - "source": [ - "# Save the data to a DataFrame object.\n" - ], "cell_type": "code", - "metadata": {}, "execution_count": 7, - "outputs": [] + "metadata": {}, + "outputs": [], + "source": [ + "# Save the data to a DataFrame object.\n" + ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "### B - John Hopkins Data Repository\n", "Here you will obtain data from the John Hopkins repository. Your task here involves saving the data from the GitHub repo link to DataFrame for further analysis. Find the links below. \n", "* Global Daily Confirmed Cases - Click [Here](https://github.com/CSSEGISandData/COVID-19/blob/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_global.csv)\n", "* Global Daily Recovered Cases - Click [Here](https://github.com/CSSEGISandData/COVID-19/blob/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_recovered_global.csv)\n", "* Global Daily Death Cases - Click [Here](https://github.com/CSSEGISandData/COVID-19/blob/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_deaths_global.csv)" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], "source": [ "#[Write Your Code Here]\n", "\n" - ], - "cell_type": "code", - "metadata": {}, - "execution_count": 8, - "outputs": [] + ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "### C - External Data \n", "* Save the external data to a DataFrame\n", "* External Data includes but not limited to: `covid_external.csv`, `Budget data.csv`, `RealGDP.csv`" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { "cell_type": "code", @@ -117,12 +95,12 @@ ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "### Task 2 - View the data\n", "Obtain basic information about the data using the `head()` and `info()` method." - ], - "cell_type": "markdown", - "metadata": {} + ] }, { "cell_type": "code", @@ -134,6 +112,8 @@ ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "### Task 3 - Data Cleaning and Preparation\n", "From the information obtained above, you will need to fix the data format. \n", @@ -143,16 +123,14 @@ "* Rename the columns of the scraped data.\n", "* Remove comma(,) in numerical data\n", "* Extract daily data for Nigeria from the Global daily cases data" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "TODO A - Clean the scraped data" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { "cell_type": "code", @@ -171,83 +149,85 @@ "source": [] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "TODO B - Get a Pandas DataFrame for Daily Confirmed Cases in Nigeria. Columns are Date and Cases" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "TODO C - Get a Pandas DataFrame for Daily Recovered Cases in Nigeria. Columns are Date and Cases" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "TODO D - Get a Pandas DataFrame for Daily Death Cases in Nigeria. Columns are Date and Cases" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "### Task 4 - Analysis\n", "Here you will perform some analyses on the datasets. You are welcome to communicate findings in charts and summary. \n", "
\n", "We have included a few TODOs to help with your analysis. However, do not let this limit your approach, feel free to include more, and be sure to support your findings with chart and summary " - ], - "cell_type": "markdown", - "metadata": {} + ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "TODO A - Generate a plot that shows the Top 10 states in terms of Confirmed Covid cases by Laboratory test" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "TODO B - Generate a plot that shows the Top 10 states in terms of Discharged Covid cases. Hint - Sort the values" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "TODO D - Plot the top 10 Death cases" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "TODO E - Generate a line plot for the total daily confirmed, recovered and death cases in Nigeria" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "TODO F - \n", "* Determine the daily infection rate, you can use the Pandas `diff` method to find the derivate of the total cases.\n", "* Generate a line plot for the above" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "TODO G - \n", "* Calculate maximum infection rate for a day (Number of new cases)\n", "* Find the date" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "TODO H - Determine the relationship between the external dataset and the NCDC COVID-19 dataset. \n", "Here you will generate a line plot of top 10 confirmed cases and the overall community vulnerability index on the same axis. From the graph, explain your observation.\n", @@ -256,31 +236,31 @@ "* Combine the two dataset together on a common column(states)\n", "* Create a new dataframe for plotting. This DataFrame will contain top 10 states in terms of confirmed cases i.e sort by confirmed cases. ** Hint: Check out Pandas [nlargest](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.nlargest.html) function. This [tutorial](https://cmdlinetips.com/2019/03/how-to-select-top-n-rows-with-the-largest-values-in-a-columns-in-pandas/) can help out ** \n", "* Plot both variable on the same axis. Check out this [tutorial](http://kitchingroup.cheme.cmu.edu/blog/2013/09/13/Plotting-two-datasets-with-very-different-scales/)" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "TODO I - Determine the relationship between the external dataset and the NCDC COVID-19 dataset. \n", "* Here you will generate a regression plot between two variables to visualize the linear relationships - Confirmed Cases and Population Density.\n", "Hint: Check out Seaborn [Regression Plot](https://seaborn.pydata.org/generated/seaborn.regplot.html).\n", "* Provide a summary of your observation" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "TODO J - \n", "* Provide more analyses by extending TODO G & H. Meaning, determine relationships between more features.\n", "* Provide a detailed summary of your findings. \n", "* Note that you can have as many as possible." - ], - "cell_type": "markdown", - "metadata": {} + ] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "### TODO L - \n", "Determine the effect of the Pandemic on the economy. To do this, you will compare the Real GDP value Pre-COVID-19 with Real GDP in 2020 (COVID-19 Period, especially Q2 2020)\n", @@ -292,28 +272,47 @@ "* Set your quarter legend to lower left.\n", "* Using `axhline`, draw a horizontal line through the graph at the value of Q2 2020.\n", "* Write out your observation" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { - "source": [], "cell_type": "markdown", - "metadata": {} + "metadata": {}, + "source": [] }, { + "cell_type": "markdown", + "metadata": {}, "source": [ "### Note: Do not limit your analysis to the provided TODOs. Perform more analyses e.g \n", "* Check for more external dataset\n", "* Ask more questions & find the right answers by exploring the data" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { - "source": [], "cell_type": "markdown", - "metadata": {} + "metadata": {}, + "source": [] } - ] -} \ No newline at end of file + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From a2d116fb083ce744fe231d3d2d6fa117f8d5e87e Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Wed, 19 Jul 2023 11:40:02 +0100 Subject: [PATCH 08/35] requst --- My_Capstone Project-Copy1.ipynb | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index bcadfa97..0717df63 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -2,19 +2,19 @@ "cells": [ { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "id": "77550c18", "metadata": {}, "outputs": [ { "ename": "ModuleNotFoundError", - "evalue": "No module named 'numpy'", + "evalue": "No module named 'requests'", "output_type": "error", "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[1;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[3], line 4\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[39m# Write Your Code Below\u001b[39;00m\n\u001b[0;32m 2\u001b[0m \u001b[39m# Import all libraries in this cell\u001b[39;00m\n\u001b[0;32m 3\u001b[0m \u001b[39m#import requests\u001b[39;00m\n\u001b[1;32m----> 4\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mnumpy\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mnp\u001b[39;00m\n\u001b[0;32m 5\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39murllib\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mrequest\u001b[39;00m\n\u001b[0;32m 6\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mpandas\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mpd\u001b[39;00m\n", - "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'numpy'" + "Cell \u001b[1;32mIn[1], line 3\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[39m# Write Your Code Below\u001b[39;00m\n\u001b[0;32m 2\u001b[0m \u001b[39m# Import all libraries in this cell\u001b[39;00m\n\u001b[1;32m----> 3\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mrequests\u001b[39;00m\n\u001b[0;32m 4\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mnumpy\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mnp\u001b[39;00m\n\u001b[0;32m 5\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39murllib\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mrequest\u001b[39;00m\n", + "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'requests'" ] } ], From e7ee3e8f05d3fe41e982bf7456c85493ca44e720 Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Wed, 19 Jul 2023 11:43:41 +0100 Subject: [PATCH 09/35] re --- My_Capstone Project-Copy1.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index 0717df63..504a7930 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 3, "id": "77550c18", "metadata": {}, "outputs": [ @@ -13,7 +13,7 @@ "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[1;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[1], line 3\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[39m# Write Your Code Below\u001b[39;00m\n\u001b[0;32m 2\u001b[0m \u001b[39m# Import all libraries in this cell\u001b[39;00m\n\u001b[1;32m----> 3\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mrequests\u001b[39;00m\n\u001b[0;32m 4\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mnumpy\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mnp\u001b[39;00m\n\u001b[0;32m 5\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39murllib\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mrequest\u001b[39;00m\n", + "Cell \u001b[1;32mIn[3], line 3\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[39m# Write Your Code Below\u001b[39;00m\n\u001b[0;32m 2\u001b[0m \u001b[39m# Import all libraries in this cell\u001b[39;00m\n\u001b[1;32m----> 3\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mrequests\u001b[39;00m\n\u001b[0;32m 4\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mnumpy\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mnp\u001b[39;00m\n\u001b[0;32m 5\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39murllib\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mrequest\u001b[39;00m\n", "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'requests'" ] } From a5180c04b2532170768095635fa97d3010958a69 Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Wed, 19 Jul 2023 12:44:19 +0100 Subject: [PATCH 10/35] code --- My_Capstone Project-Copy1.ipynb | 1303 +++++++++++++++++++------------ 1 file changed, 789 insertions(+), 514 deletions(-) diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index 504a7930..88831ad5 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -5,22 +5,8 @@ "execution_count": 3, "id": "77550c18", "metadata": {}, - "outputs": [ - { - "ename": "ModuleNotFoundError", - "evalue": "No module named 'requests'", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[3], line 3\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[39m# Write Your Code Below\u001b[39;00m\n\u001b[0;32m 2\u001b[0m \u001b[39m# Import all libraries in this cell\u001b[39;00m\n\u001b[1;32m----> 3\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mrequests\u001b[39;00m\n\u001b[0;32m 4\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mnumpy\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mnp\u001b[39;00m\n\u001b[0;32m 5\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39murllib\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mrequest\u001b[39;00m\n", - "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'requests'" - ] - } - ], + "outputs": [], "source": [ - "# Write Your Code Below\n", - "# Import all libraries in this cell\n", "import requests\n", "import numpy as np\n", "import urllib.request\n", @@ -49,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "ae56e727", "metadata": {}, "outputs": [ @@ -407,10 +393,392 @@ "287 343079 343079 343079 343135 343135 343135 343135 343135 \n", "288 264127 264127 264127 264127 264127 264127 264276 264276 \n", "\n", - "[289 rows x 1147 columns]" + "[289 rows x 1147 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_CovidconfirmdG" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "0cd70b2e", + "metadata": {}, + "outputs": [], + "source": [ + "df_CovidconfirmdG = df_CovidconfirmdG.dropna(axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "c0c16e8b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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4Angola000000000...105255105277105277105277105277105277105277105277105288105288
..................................................................
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288Zimbabwe000000000...263921264127264127264127264127264127264127264127264276264276
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"execution_count": 792, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -421,51 +789,7 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "0cd70b2e", - "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'df_CovidconfirmdG' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[2], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m df_CovidconfirmdG \u001b[39m=\u001b[39m df_CovidconfirmdG\u001b[39m.\u001b[39mdropna(axis\u001b[39m=\u001b[39m\u001b[39m1\u001b[39m)\n", - "\u001b[1;31mNameError\u001b[0m: name 'df_CovidconfirmdG' is not defined" - ] - } - ], - "source": [ - "df_CovidconfirmdG = df_CovidconfirmdG.dropna(axis=1)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "c0c16e8b", - "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'df_CovidconfirmdG' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[3], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m df_CovidconfirmdG\n", - "\u001b[1;31mNameError\u001b[0m: name 'df_CovidconfirmdG' is not defined" - ] - } - ], - "source": [ - "df_CovidconfirmdG" - ] - }, - { - "cell_type": "code", - "execution_count": 795, + "execution_count": 8, "id": "86b8f22a", "metadata": {}, "outputs": [ @@ -482,33 +806,33 @@ } ], "source": [ - "df.info()" + "df_CovidconfirmdG.info()" ] }, { "cell_type": "code", - "execution_count": 796, + "execution_count": 9, "id": "c9d254f2", "metadata": {}, "outputs": [], "source": [ - "df[['Country/Region']] = df[['Country/Region']].astype(\"string\")" + "df_CovidconfirmdG[['Country/Region']] = df_CovidconfirmdG[['Country/Region']].astype(\"string\")" ] }, { "cell_type": "code", - "execution_count": 797, + "execution_count": 10, "id": "4c0176f8", "metadata": {}, "outputs": [], "source": [ "#Delete column with o value \n", - "df = df.loc[:, (df != 0).any(axis=0)]" + "df_CovidconfirmdG = df_CovidconfirmdG.loc[:, (df_CovidconfirmdG != 0).any(axis=0)]" ] }, { "cell_type": "code", - "execution_count": 798, + "execution_count": 11, "id": "7f1aa9b8", "metadata": {}, "outputs": [ @@ -869,28 +1193,28 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 798, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df" + "df_CovidconfirmdG" ] }, { "cell_type": "code", - "execution_count": 799, + "execution_count": 12, "id": "718e188b", "metadata": {}, "outputs": [], "source": [ - "dff = pd.read_csv(\"covid19_recovered_global.csv\")" + "df_CovidRecovdG = pd.read_csv(\"covid19_recovered_global.csv\")" ] }, { "cell_type": "code", - "execution_count": 800, + "execution_count": 13, "id": "621b2f14", "metadata": {}, "outputs": [ @@ -1251,28 +1575,28 @@ "[274 rows x 1147 columns]" ] }, - "execution_count": 800, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dff" + "df_CovidRecovdG" ] }, { "cell_type": "code", - "execution_count": 801, + "execution_count": 17, "id": "74018908", "metadata": {}, "outputs": [], "source": [ - "dff = dff.loc[:, (dff != 0).any(axis=0)]" + "df_CovidRecovdG = df_CovidRecovdG.loc[:, (df_CovidRecovdG != 0).any(axis=0)]" ] }, { "cell_type": "code", - "execution_count": 802, + "execution_count": 18, "id": "a5e0afc0", "metadata": { "collapsed": true @@ -1635,28 +1959,28 @@ "[274 rows x 573 columns]" ] }, - "execution_count": 802, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dff" + "df_CovidRecovdG" ] }, { "cell_type": "code", - "execution_count": 340, + "execution_count": 19, "id": "6a762d4b", "metadata": {}, "outputs": [], "source": [ - "dff = dff.dropna(axis=1)" + "df_CovidRecovdG = df_CovidRecovdG.dropna(axis=1)" ] }, { "cell_type": "code", - "execution_count": 341, + "execution_count": 20, "id": "ffc64d1e", "metadata": { "collapsed": true @@ -1694,16 +2018,16 @@ " 1/29/20\n", " 1/30/20\n", " ...\n", - " 2/28/23\n", - " 3/1/23\n", - " 3/2/23\n", - " 3/3/23\n", - " 3/4/23\n", - " 3/5/23\n", - " 3/6/23\n", - " 3/7/23\n", - " 3/8/23\n", - " 3/9/23\n", + " 8/3/21\n", + " 8/4/21\n", + " 9/13/22\n", + " 9/14/22\n", + " 9/15/22\n", + " 9/16/22\n", + " 9/17/22\n", + " 9/18/22\n", + " 9/19/22\n", + " 9/20/22\n", " \n", " \n", " \n", @@ -1720,8 +2044,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 82586\n", + " 82586\n", " 0\n", " 0\n", " 0\n", @@ -1744,8 +2068,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 130291\n", + " 130314\n", " 0\n", " 0\n", " 0\n", @@ -1768,8 +2092,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 117557\n", + " 118409\n", " 0\n", " 0\n", " 0\n", @@ -1792,8 +2116,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 14348\n", + " 14380\n", " 0\n", " 0\n", " 0\n", @@ -1816,8 +2140,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 39389\n", + " 39582\n", " 0\n", " 0\n", " 0\n", @@ -1864,8 +2188,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 312289\n", + " 312320\n", " 0\n", " 0\n", " 0\n", @@ -1912,8 +2236,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 4232\n", + " 4251\n", " 0\n", " 0\n", " 0\n", @@ -1936,8 +2260,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 189341\n", + " 189658\n", " 0\n", " 0\n", " 0\n", @@ -1960,8 +2284,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 81570\n", + " 82994\n", " 0\n", " 0\n", " 0\n", @@ -1973,7 +2297,7 @@ " \n", " \n", "\n", - "

274 rows × 1144 columns

\n", + "

274 rows × 570 columns

\n", "" ], "text/plain": [ @@ -1990,47 +2314,47 @@ "272 Zambia 0 0 0 0 0 \n", "273 Zimbabwe 0 0 0 0 0 \n", "\n", - " 1/27/20 1/28/20 1/29/20 1/30/20 ... 2/28/23 3/1/23 3/2/23 3/3/23 \\\n", - "0 0 0 0 0 ... 0 0 0 0 \n", - "1 0 0 0 0 ... 0 0 0 0 \n", - "2 0 0 0 0 ... 0 0 0 0 \n", - "3 0 0 0 0 ... 0 0 0 0 \n", - "4 0 0 0 0 ... 0 0 0 0 \n", - ".. ... ... ... ... ... ... ... ... ... \n", - "269 0 0 0 0 ... 0 0 0 0 \n", - "270 0 0 0 0 ... 0 0 0 0 \n", - "271 0 0 0 0 ... 0 0 0 0 \n", - "272 0 0 0 0 ... 0 0 0 0 \n", - "273 0 0 0 0 ... 0 0 0 0 \n", - "\n", - " 3/4/23 3/5/23 3/6/23 3/7/23 3/8/23 3/9/23 \n", - "0 0 0 0 0 0 0 \n", - "1 0 0 0 0 0 0 \n", - "2 0 0 0 0 0 0 \n", - "3 0 0 0 0 0 0 \n", - "4 0 0 0 0 0 0 \n", - ".. ... ... ... ... ... ... \n", - "269 0 0 0 0 0 0 \n", - "270 0 0 0 0 0 0 \n", - "271 0 0 0 0 0 0 \n", - "272 0 0 0 0 0 0 \n", - "273 0 0 0 0 0 0 \n", - "\n", - "[274 rows x 1144 columns]" + " 1/27/20 1/28/20 1/29/20 1/30/20 ... 8/3/21 8/4/21 9/13/22 \\\n", + "0 0 0 0 0 ... 82586 82586 0 \n", + "1 0 0 0 0 ... 130291 130314 0 \n", + "2 0 0 0 0 ... 117557 118409 0 \n", + "3 0 0 0 0 ... 14348 14380 0 \n", + "4 0 0 0 0 ... 39389 39582 0 \n", + ".. ... ... ... ... ... ... ... ... \n", + "269 0 0 0 0 ... 312289 312320 0 \n", + "270 0 0 0 0 ... 0 0 0 \n", + "271 0 0 0 0 ... 4232 4251 0 \n", + "272 0 0 0 0 ... 189341 189658 0 \n", + "273 0 0 0 0 ... 81570 82994 0 \n", + "\n", + " 9/14/22 9/15/22 9/16/22 9/17/22 9/18/22 9/19/22 9/20/22 \n", + "0 0 0 0 0 0 0 0 \n", + "1 0 0 0 0 0 0 0 \n", + "2 0 0 0 0 0 0 0 \n", + "3 0 0 0 0 0 0 0 \n", + "4 0 0 0 0 0 0 0 \n", + ".. ... ... ... ... ... ... ... \n", + "269 0 0 0 0 0 0 0 \n", + "270 0 0 0 0 0 0 0 \n", + "271 0 0 0 0 0 0 0 \n", + "272 0 0 0 0 0 0 0 \n", + "273 0 0 0 0 0 0 0 \n", + "\n", + "[274 rows x 570 columns]" ] }, - "execution_count": 341, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dff" + "df_CovidRecovdG" ] }, { "cell_type": "code", - "execution_count": 342, + "execution_count": 21, "id": "69f8d0af", "metadata": { "collapsed": true @@ -2042,39 +2366,39 @@ "text": [ "\n", "RangeIndex: 274 entries, 0 to 273\n", - "Columns: 1144 entries, Country/Region to 3/9/23\n", - "dtypes: int64(1143), object(1)\n", - "memory usage: 2.4+ MB\n" + "Columns: 570 entries, Country/Region to 9/20/22\n", + "dtypes: int64(569), object(1)\n", + "memory usage: 1.2+ MB\n" ] } ], "source": [ - "dff.info()" + "df_CovidRecovdG.info()" ] }, { "cell_type": "code", - "execution_count": 344, + "execution_count": 22, "id": "30577ae7", "metadata": {}, "outputs": [], "source": [ - "dff[['Country/Region']] = dff[['Country/Region']].astype(\"string\")" + "df_CovidRecovdG[['Country/Region']] = df_CovidRecovdG[['Country/Region']].astype(\"string\")" ] }, { "cell_type": "code", - "execution_count": 345, + "execution_count": 23, "id": "a947667d", "metadata": {}, "outputs": [], "source": [ - "dfff = pd.read_csv(\"covid19_deaths_global.csv\")" + "df_CoviddeathG = pd.read_csv(\"covid19_deaths_global.csv\")" ] }, { "cell_type": "code", - "execution_count": 346, + "execution_count": 24, "id": "b98b10cd", "metadata": { "collapsed": true @@ -2437,49 +2761,49 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 346, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfff" + "df_CoviddeathG" ] }, { "cell_type": "code", - "execution_count": 803, + "execution_count": 25, "id": "5248a090", "metadata": {}, "outputs": [], "source": [ "#Delete column with o value \n", - "dfff = dfff.loc[:, (dfff != 0).any(axis=0)]" + "df_CoviddeathG = df_CoviddeathG.loc[:, (df_CoviddeathG != 0).any(axis=0)]" ] }, { "cell_type": "code", - "execution_count": 804, + "execution_count": 26, "id": "934622ec", "metadata": {}, "outputs": [], "source": [ - "dfff = dfff.dropna(axis=1)" + "df_CoviddeathG = df_CoviddeathG.dropna(axis=1)" ] }, { "cell_type": "code", - "execution_count": 805, + "execution_count": 27, "id": "6858138e", "metadata": {}, "outputs": [], "source": [ - "dfff[['Country/Region']] = dfff[['Country/Region']].astype(\"string\")" + "df_CoviddeathG[['Country/Region']] = df_CoviddeathG[['Country/Region']].astype(\"string\")" ] }, { "cell_type": "code", - "execution_count": 806, + "execution_count": 28, "id": "4597fb06", "metadata": {}, "outputs": [ @@ -2840,18 +3164,18 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 806, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfff" + "df_CoviddeathG" ] }, { "cell_type": "code", - "execution_count": 807, + "execution_count": 29, "id": "888a316c", "metadata": {}, "outputs": [ @@ -2868,22 +3192,22 @@ } ], "source": [ - "dfff.info()" + "df_CoviddeathG.info()" ] }, { "cell_type": "code", - "execution_count": 808, + "execution_count": 30, "id": "133e0130", "metadata": {}, "outputs": [], "source": [ - "dffff = pd.read_csv(\"covid_external.csv\")" + "df_Covidexternal = pd.read_csv(\"covid_external.csv\")" ] }, { "cell_type": "code", - "execution_count": 809, + "execution_count": 31, "id": "a250108b", "metadata": { "collapsed": true @@ -3603,18 +3927,18 @@ "36 0.1 0.4 1.03 " ] }, - "execution_count": 809, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dffff" + "df_Covidexternal" ] }, { "cell_type": "code", - "execution_count": 810, + "execution_count": 32, "id": "dd20a8a7", "metadata": {}, "outputs": [ @@ -3645,55 +3969,55 @@ } ], "source": [ - "dffff.info()" + "df_Covidexternal.info()" ] }, { "cell_type": "code", - "execution_count": 811, + "execution_count": 33, "id": "8f9e37e7", "metadata": {}, "outputs": [], "source": [ "#Delete column with o value \n", - "dffff = dffff.loc[:, (dffff != 0).any(axis=0)]" + "df_Covidexternal = df_Covidexternal.loc[:, (df_Covidexternal != 0).any(axis=0)]" ] }, { "cell_type": "code", - "execution_count": 812, + "execution_count": 34, "id": "9a82cbc1", "metadata": {}, "outputs": [], "source": [ - "dffff = dffff.dropna(axis=1)" + "df_Covidexternal = df_Covidexternal.dropna(axis=1)" ] }, { "cell_type": "code", - "execution_count": 813, + "execution_count": 35, "id": "e75e62f8", "metadata": {}, "outputs": [], "source": [ - "dffff[['states', 'region']] = dffff[['states', 'region']].astype(\"string\")" + "df_Covidexternal[['states', 'region']] = df_Covidexternal[['states', 'region']].astype(\"string\")" ] }, { "cell_type": "code", - "execution_count": 866, + "execution_count": 36, "id": "f9658ab0", "metadata": { "scrolled": true }, "outputs": [], "source": [ - "dffff[['Age', 'Health System', 'Acute IHR', 'Overall CCVI Index']] = dffff[['Age', 'Health System', 'Acute IHR', 'Overall CCVI Index']].replace(',', '', regex=True).astype(int)" + "df_Covidexternal[['Age', 'Health System', 'Acute IHR', 'Overall CCVI Index']] = df_Covidexternal[['Age', 'Health System', 'Acute IHR', 'Overall CCVI Index']].replace(',', '', regex=True).astype(int)" ] }, { "cell_type": "code", - "execution_count": 867, + "execution_count": 37, "id": "0ddafc10", "metadata": {}, "outputs": [ @@ -3724,22 +4048,22 @@ } ], "source": [ - "dffff.info()" + "df_Covidexternal.info()" ] }, { "cell_type": "code", - "execution_count": 864, + "execution_count": 38, "id": "9f2326ca", "metadata": {}, "outputs": [], "source": [ - "dfdf = pd.read_csv(\"covidnig.csv\")" + "dfCovidNig= pd.read_csv(\"covidnig.csv\")" ] }, { "cell_type": "code", - "execution_count": 865, + "execution_count": 39, "id": "fc0e883b", "metadata": {}, "outputs": [ @@ -4152,62 +4476,62 @@ "36 3 2 " ] }, - "execution_count": 865, + "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfdf" + "dfCovidNig" ] }, { "cell_type": "code", - "execution_count": 817, + "execution_count": 40, "id": "c5ab5fe2", "metadata": {}, "outputs": [], "source": [ "#Delete column with o value \n", - "dfdf = dfdf.loc[:, (dfdf != 0).any(axis=0)]" + "dfCovidNig = dfCovidNig.loc[:, (dfCovidNig != 0).any(axis=0)]" ] }, { "cell_type": "code", - "execution_count": 818, + "execution_count": 41, "id": "17d12c49", "metadata": {}, "outputs": [], "source": [ "#drop null value: NA\n", - "dfdf = dfdf.dropna(axis=1)" + "dfCovidNig = dfCovidNig.dropna(axis=1)" ] }, { "cell_type": "code", - "execution_count": 819, + "execution_count": 42, "id": "aa5c0ca8", "metadata": {}, "outputs": [], "source": [ "#convert to string\n", - "dfdf[['States Affected']] = dfdf[['States Affected']].astype(\"string\")" + "dfCovidNig[['States Affected']] = dfCovidNig[['States Affected']].astype(\"string\")" ] }, { "cell_type": "code", - "execution_count": 838, + "execution_count": 43, "id": "06507d68", "metadata": {}, "outputs": [], "source": [ - "dfdf[['No. of Cases (Lab Confirmed)', 'No. of Cases (on admission)', 'No. Discharged']] = dfdf[['No. of Cases (Lab Confirmed)', 'No. of Cases (on admission)', 'No. Discharged']].replace(',', '', regex=True).astype(int)\n", + "dfCovidNig[['No. of Cases (Lab Confirmed)', 'No. of Cases (on admission)', 'No. Discharged']] = dfCovidNig[['No. of Cases (Lab Confirmed)', 'No. of Cases (on admission)', 'No. Discharged']].replace(',', '', regex=True).astype(int)\n", "\n" ] }, { "cell_type": "code", - "execution_count": 839, + "execution_count": 44, "id": "a89881e3", "metadata": { "collapsed": true @@ -4233,12 +4557,12 @@ } ], "source": [ - "dfdf.info()" + "dfCovidNig.info()" ] }, { "cell_type": "code", - "execution_count": 760, + "execution_count": 45, "id": "a97037a8", "metadata": { "collapsed": true @@ -4276,119 +4600,119 @@ " \n", " 0\n", " Lagos\n", - " 26,708\n", - " 2,435\n", - " 24,037\n", + " 26708\n", + " 2435\n", + " 24037\n", " 236\n", " \n", " \n", " 1\n", " FCT\n", - " 9,627\n", - " 2,840\n", - " 6,694\n", + " 9627\n", + " 2840\n", + " 6694\n", " 93\n", " \n", " \n", " 2\n", " Kaduna\n", - " 4,504\n", + " 4504\n", " 579\n", - " 3,877\n", + " 3877\n", " 48\n", " \n", " \n", " 3\n", " Plateau\n", - " 4,262\n", + " 4262\n", " 280\n", - " 3,948\n", + " 3948\n", " 34\n", " \n", " \n", " 4\n", " Oyo\n", - " 3,788\n", + " 3788\n", " 368\n", - " 3,374\n", + " 3374\n", " 46\n", " \n", " \n", " 5\n", " Rivers\n", - " 3,279\n", + " 3279\n", " 232\n", - " 2,987\n", + " 2987\n", " 60\n", " \n", " \n", " 6\n", " Edo\n", - " 2,768\n", + " 2768\n", " 52\n", - " 2,603\n", + " 2603\n", " 113\n", " \n", " \n", " 7\n", " Ogun\n", - " 2,382\n", + " 2382\n", " 174\n", - " 2,175\n", + " 2175\n", " 33\n", " \n", " \n", " 8\n", " Kano\n", - " 2,032\n", + " 2032\n", " 198\n", - " 1,778\n", + " 1778\n", " 56\n", " \n", " \n", " 9\n", " Delta\n", - " 1,843\n", + " 1843\n", " 57\n", - " 1,737\n", + " 1737\n", " 49\n", " \n", " \n", " 10\n", " Ondo\n", - " 1,793\n", + " 1793\n", " 62\n", - " 1,690\n", + " 1690\n", " 41\n", " \n", " \n", " 11\n", " Katsina\n", - " 1,405\n", + " 1405\n", " 214\n", - " 1,167\n", + " 1167\n", " 24\n", " \n", " \n", " 12\n", " Enugu\n", - " 1,376\n", + " 1376\n", " 34\n", - " 1,321\n", + " 1321\n", " 21\n", " \n", " \n", " 13\n", " Kwara\n", - " 1,296\n", + " 1296\n", " 171\n", - " 1,094\n", + " 1094\n", " 31\n", " \n", " \n", " 14\n", " Gombe\n", - " 1,164\n", + " 1164\n", " 183\n", " 950\n", " 31\n", @@ -4396,9 +4720,9 @@ " \n", " 15\n", " Ebonyi\n", - " 1,091\n", + " 1091\n", " 24\n", - " 1,037\n", + " 1037\n", " 30\n", " \n", " \n", @@ -4574,107 +4898,107 @@ "" ], "text/plain": [ - " States Affected No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", - "0 Lagos 26,708 2,435 \n", - "1 FCT 9,627 2,840 \n", - "2 Kaduna 4,504 579 \n", - "3 Plateau 4,262 280 \n", - "4 Oyo 3,788 368 \n", - "5 Rivers 3,279 232 \n", - "6 Edo 2,768 52 \n", - "7 Ogun 2,382 174 \n", - "8 Kano 2,032 198 \n", - "9 Delta 1,843 57 \n", - "10 Ondo 1,793 62 \n", - "11 Katsina 1,405 214 \n", - "12 Enugu 1,376 34 \n", - "13 Kwara 1,296 171 \n", - "14 Gombe 1,164 183 \n", - "15 Ebonyi 1,091 24 \n", - "16 Abia 980 25 \n", - "17 Osun 979 20 \n", - "18 Bauchi 897 108 \n", - "19 Borno 778 37 \n", - "20 Imo 734 61 \n", - "21 Nasarawa 600 262 \n", - "22 Benue 515 44 \n", - "23 Bayelsa 497 55 \n", - "24 Ekiti 405 24 \n", - "25 Akwa Ibom 395 44 \n", - "26 Jigawa 386 57 \n", - "27 Niger 381 69 \n", - "28 Adamawa 355 96 \n", - "29 Anambra 299 6 \n", - "30 Sokoto 228 40 \n", - "31 Taraba 203 19 \n", - "32 Yobe 164 33 \n", - "33 Kebbi 143 5 \n", - "34 Cross River 93 1 \n", - "35 Zamfara 79 1 \n", - "36 Kogi 5 0 \n", - "\n", - " No. Discharged No. of Deaths \n", - "0 24,037 236 \n", - "1 6,694 93 \n", - "2 3,877 48 \n", - "3 3,948 34 \n", - "4 3,374 46 \n", - "5 2,987 60 \n", - "6 2,603 113 \n", - "7 2,175 33 \n", - "8 1,778 56 \n", - "9 1,737 49 \n", - "10 1,690 41 \n", - "11 1,167 24 \n", - "12 1,321 21 \n", - "13 1,094 31 \n", - "14 950 31 \n", - "15 1,037 30 \n", - "16 945 10 \n", - "17 937 22 \n", - "18 775 14 \n", - "19 705 36 \n", - "20 661 12 \n", - "21 325 13 \n", - "22 460 11 \n", - "23 421 21 \n", - "24 375 6 \n", - "25 342 9 \n", - "26 318 11 \n", - "27 300 12 \n", - "28 238 21 \n", - "29 274 19 \n", - "30 171 17 \n", - "31 177 7 \n", - "32 123 8 \n", - "33 130 8 \n", - "34 81 11 \n", - "35 73 5 \n", - "36 3 2 " + " States Affected No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26708 2435 \n", + "1 FCT 9627 2840 \n", + "2 Kaduna 4504 579 \n", + "3 Plateau 4262 280 \n", + "4 Oyo 3788 368 \n", + "5 Rivers 3279 232 \n", + "6 Edo 2768 52 \n", + "7 Ogun 2382 174 \n", + "8 Kano 2032 198 \n", + "9 Delta 1843 57 \n", + "10 Ondo 1793 62 \n", + "11 Katsina 1405 214 \n", + "12 Enugu 1376 34 \n", + "13 Kwara 1296 171 \n", + "14 Gombe 1164 183 \n", + "15 Ebonyi 1091 24 \n", + "16 Abia 980 25 \n", + "17 Osun 979 20 \n", + "18 Bauchi 897 108 \n", + "19 Borno 778 37 \n", + "20 Imo 734 61 \n", + "21 Nasarawa 600 262 \n", + "22 Benue 515 44 \n", + "23 Bayelsa 497 55 \n", + "24 Ekiti 405 24 \n", + "25 Akwa Ibom 395 44 \n", + "26 Jigawa 386 57 \n", + "27 Niger 381 69 \n", + "28 Adamawa 355 96 \n", + "29 Anambra 299 6 \n", + "30 Sokoto 228 40 \n", + "31 Taraba 203 19 \n", + "32 Yobe 164 33 \n", + "33 Kebbi 143 5 \n", + "34 Cross River 93 1 \n", + "35 Zamfara 79 1 \n", + "36 Kogi 5 0 \n", + "\n", + " No. Discharged No. of Deaths \n", + "0 24037 236 \n", + "1 6694 93 \n", + "2 3877 48 \n", + "3 3948 34 \n", + "4 3374 46 \n", + "5 2987 60 \n", + "6 2603 113 \n", + "7 2175 33 \n", + "8 1778 56 \n", + "9 1737 49 \n", + "10 1690 41 \n", + "11 1167 24 \n", + "12 1321 21 \n", + "13 1094 31 \n", + "14 950 31 \n", + "15 1037 30 \n", + "16 945 10 \n", + "17 937 22 \n", + "18 775 14 \n", + "19 705 36 \n", + "20 661 12 \n", + "21 325 13 \n", + "22 460 11 \n", + "23 421 21 \n", + "24 375 6 \n", + "25 342 9 \n", + "26 318 11 \n", + "27 300 12 \n", + "28 238 21 \n", + "29 274 19 \n", + "30 171 17 \n", + "31 177 7 \n", + "32 123 8 \n", + "33 130 8 \n", + "34 81 11 \n", + "35 73 5 \n", + "36 3 2 " ] }, - "execution_count": 760, + "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfdf" + "dfCovidNig" ] }, { "cell_type": "code", - "execution_count": 369, + "execution_count": 46, "id": "7f82b3f9", "metadata": {}, "outputs": [], "source": [ - "dfdff = pd.read_csv(\"Budget data.csv\")\n" + "dfBudget = pd.read_csv(\"Budget data.csv\")\n" ] }, { "cell_type": "code", - "execution_count": 370, + "execution_count": 47, "id": "e2a627e4", "metadata": { "collapsed": true @@ -4974,28 +5298,28 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 370, + "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfdff" + "dfBudget" ] }, { "cell_type": "code", - "execution_count": 130, + "execution_count": 48, "id": "e8f55fa5", "metadata": {}, "outputs": [], "source": [ - "dfdff[['states']] = dfdff[['states']].astype(\"string\")" + "dfBudget[['states']] = dfBudget[['states']].astype(\"string\")" ] }, { "cell_type": "code", - "execution_count": 131, + "execution_count": 49, "id": "5bc901fc", "metadata": { "collapsed": true @@ -5014,27 +5338,27 @@ " 1 Initial_budget (Bn) 37 non-null float64\n", " 2 Revised_budget (Bn) 37 non-null float64\n", "dtypes: float64(2), string(1)\n", - "memory usage: 1016.0 bytes\n" + "memory usage: 1020.0 bytes\n" ] } ], "source": [ - "dfdff.info()" + "dfBudget.info()" ] }, { "cell_type": "code", - "execution_count": 371, + "execution_count": 50, "id": "bb208222", "metadata": {}, "outputs": [], "source": [ - "dfdfff = pd.read_csv(\"RealGDP.csv\")\n" + "dfRealgdp = pd.read_csv(\"RealGDP.csv\")\n" ] }, { "cell_type": "code", - "execution_count": 133, + "execution_count": 51, "id": "18261d23", "metadata": { "collapsed": true @@ -5122,18 +5446,18 @@ "4 2018 16096654.19 16580508.07 18081342.10 19041437.59" ] }, - "execution_count": 133, + "execution_count": 51, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfdfff.head()" + "dfRealgdp.head()" ] }, { "cell_type": "code", - "execution_count": 372, + "execution_count": 52, "id": "8d5916d8", "metadata": { "collapsed": true @@ -5154,12 +5478,12 @@ " 3 Q3 7 non-null float64\n", " 4 Q4 7 non-null float64\n", "dtypes: float64(4), int64(1)\n", - "memory usage: 408.0 bytes\n" + "memory usage: 412.0 bytes\n" ] } ], "source": [ - "dfdfff.info()" + "dfRealgdp.info()" ] }, { @@ -5172,7 +5496,7 @@ }, { "cell_type": "code", - "execution_count": 386, + "execution_count": 53, "id": "f13a9f82", "metadata": { "collapsed": true @@ -5373,18 +5697,18 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 386, + "execution_count": 53, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df.head()" + "df_CovidconfirmdG.head()" ] }, { "cell_type": "code", - "execution_count": 374, + "execution_count": 54, "id": "70e0a8a4", "metadata": { "collapsed": true @@ -5676,18 +6000,18 @@ "[8 rows x 1143 columns]" ] }, - "execution_count": 374, + "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df.describe()" + "df_CovidconfirmdG.describe()" ] }, { "cell_type": "code", - "execution_count": 375, + "execution_count": 55, "id": "2ad90233", "metadata": { "collapsed": true @@ -5704,18 +6028,18 @@ " dtype='object', length=1144)" ] }, - "execution_count": 375, + "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df.columns" + "df_CovidconfirmdG.columns" ] }, { "cell_type": "code", - "execution_count": 632, + "execution_count": 56, "id": "186101a6", "metadata": { "collapsed": true @@ -5741,7 +6065,7 @@ "\n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5892,37 +6216,37 @@ "" ], "text/plain": [ - "Date Country/Region 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 1/27/20 \\\n", - "0 Afghanistan 0 0 0 0 0 0 \n", - "1 Albania 0 0 0 0 0 0 \n", - "2 Algeria 0 0 0 0 0 0 \n", - "3 Andorra 0 0 0 0 0 0 \n", - "4 Angola 0 0 0 0 0 0 \n", - "\n", - "Date 1/28/20 1/29/20 1/30/20 ... 2/28/23 3/1/23 3/2/23 3/3/23 3/4/23 \\\n", - "0 0 0 0 ... 209322 209340 209358 209362 209369 \n", - "1 0 0 0 ... 334391 334408 334408 334427 334427 \n", - "2 0 0 0 ... 271441 271448 271463 271469 271469 \n", - "3 0 0 0 ... 47866 47875 47875 47875 47875 \n", - "4 0 0 0 ... 105255 105277 105277 105277 105277 \n", - "\n", - "Date 3/5/23 3/6/23 3/7/23 3/8/23 3/9/23 \n", - "0 209390 209406 209436 209451 209451 \n", - "1 334427 334427 334427 334443 334457 \n", - "2 271477 271477 271490 271494 271496 \n", - "3 47875 47875 47875 47890 47890 \n", - "4 105277 105277 105277 105288 105288 \n", + " Country/Region 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 1/27/20 \\\n", + "0 Afghanistan 0 0 0 0 0 0 \n", + "1 Albania 0 0 0 0 0 0 \n", + "2 Algeria 0 0 0 0 0 0 \n", + "3 Andorra 0 0 0 0 0 0 \n", + "4 Angola 0 0 0 0 0 0 \n", + "\n", + " 1/28/20 1/29/20 1/30/20 ... 2/28/23 3/1/23 3/2/23 3/3/23 3/4/23 \\\n", + "0 0 0 0 ... 209322 209340 209358 209362 209369 \n", + "1 0 0 0 ... 334391 334408 334408 334427 334427 \n", + "2 0 0 0 ... 271441 271448 271463 271469 271469 \n", + "3 0 0 0 ... 47866 47875 47875 47875 47875 \n", + "4 0 0 0 ... 105255 105277 105277 105277 105277 \n", + "\n", + " 3/5/23 3/6/23 3/7/23 3/8/23 3/9/23 \n", + "0 209390 209406 209436 209451 209451 \n", + "1 334427 334427 334427 334443 334457 \n", + "2 271477 271477 271490 271494 271496 \n", + "3 47875 47875 47875 47890 47890 \n", + "4 105277 105277 105277 105288 105288 \n", "\n", "[5 rows x 1144 columns]" ] }, - "execution_count": 632, + "execution_count": 56, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df.head()" + "df_CovidconfirmdG.head()" ] }, { @@ -5930,12 +6254,12 @@ "id": "c512263b", "metadata": {}, "source": [ - "# Confirmed Cases" + "# World Confirm cases" ] }, { "cell_type": "code", - "execution_count": 642, + "execution_count": 67, "id": "9ee720c0", "metadata": { "scrolled": true @@ -5944,41 +6268,33 @@ "source": [ "# applying groupby() function to\n", "# group the data on Country/Region value.\n", - "ConCase = df.groupby('Country/Region')" + "ConfirmdCase = df_CovidconfirmdG.groupby('Country/Region')" ] }, { "cell_type": "code", - "execution_count": 643, + "execution_count": 68, "id": "47d49996", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 643, + "execution_count": 68, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ConCase" - ] - }, - { - "cell_type": "markdown", - "id": "ef246e5a", - "metadata": {}, - "source": [ - "# World Confirm cases" + "ConfirmdCase" ] }, { "cell_type": "code", - "execution_count": 644, + "execution_count": 70, "id": "37d665df", "metadata": { "collapsed": true @@ -6005,6 +6321,7 @@ " \n", " \n", " \n", + " \n", " \n", " \n", " \n", @@ -6014,7 +6331,6 @@ " \n", " \n", " \n", - " \n", " \n", " \n", " \n", @@ -6027,35 +6343,11 @@ " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -6078,8 +6370,8 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -6102,8 +6394,8 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -6126,8 +6418,8 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -6150,8 +6442,8 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -6198,8 +6490,8 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -6222,8 +6514,8 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -6246,8 +6538,8 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -6270,8 +6562,8 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -6294,8 +6586,8 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -6319,77 +6611,60 @@ " \n", " \n", "
DateCountry/Region1/22/201/23/20
Country/Region1/22/201/23/201/24/201/28/201/29/201/30/201/31/20...2/28/233/1/233/8/233/9/23
Country/Region
Afghanistan00Afghanistan000209451
Albania01Albania000334457
Algeria02Algeria000271496
Andorra03Andorra00047890
Angola04Angola000...
West Bank and Gaza0284West Bank and Gaza000703228
Winter Olympics 20220285Winter Olympics 2022000535
Yemen0286Yemen00011945
Zambia0287Zambia000343135
Zimbabwe0288Zimbabwe000
\n", - "

201 rows × 1143 columns

\n", + "

229 rows × 1144 columns

\n", "" ], "text/plain": [ - " 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 1/27/20 \\\n", - "Country/Region \n", - "Afghanistan 0 0 0 0 0 0 \n", - "Albania 0 0 0 0 0 0 \n", - "Algeria 0 0 0 0 0 0 \n", - "Andorra 0 0 0 0 0 0 \n", - "Angola 0 0 0 0 0 0 \n", - "... ... ... ... ... ... ... \n", - "West Bank and Gaza 0 0 0 0 0 0 \n", - "Winter Olympics 2022 0 0 0 0 0 0 \n", - "Yemen 0 0 0 0 0 0 \n", - "Zambia 0 0 0 0 0 0 \n", - "Zimbabwe 0 0 0 0 0 0 \n", - "\n", - " 1/28/20 1/29/20 1/30/20 1/31/20 ... 2/28/23 \\\n", - "Country/Region ... \n", - "Afghanistan 0 0 0 0 ... 209322 \n", - "Albania 0 0 0 0 ... 334391 \n", - "Algeria 0 0 0 0 ... 271441 \n", - "Andorra 0 0 0 0 ... 47866 \n", - "Angola 0 0 0 0 ... 105255 \n", - "... ... ... ... ... ... ... \n", - "West Bank and Gaza 0 0 0 0 ... 703228 \n", - "Winter Olympics 2022 0 0 0 0 ... 535 \n", - "Yemen 0 0 0 0 ... 11945 \n", - "Zambia 0 0 0 0 ... 343012 \n", - "Zimbabwe 0 0 0 0 ... 263921 \n", + " Country/Region 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 \\\n", + "0 Afghanistan 0 0 0 0 0 \n", + "1 Albania 0 0 0 0 0 \n", + "2 Algeria 0 0 0 0 0 \n", + "3 Andorra 0 0 0 0 0 \n", + "4 Angola 0 0 0 0 0 \n", + ".. ... ... ... ... ... ... \n", + "284 West Bank and Gaza 0 0 0 0 0 \n", + "285 Winter Olympics 2022 0 0 0 0 0 \n", + "286 Yemen 0 0 0 0 0 \n", + "287 Zambia 0 0 0 0 0 \n", + "288 Zimbabwe 0 0 0 0 0 \n", "\n", - " 3/1/23 3/2/23 3/3/23 3/4/23 3/5/23 3/6/23 3/7/23 \\\n", - "Country/Region \n", - "Afghanistan 209340 209358 209362 209369 209390 209406 209436 \n", - "Albania 334408 334408 334427 334427 334427 334427 334427 \n", - "Algeria 271448 271463 271469 271469 271477 271477 271490 \n", - "Andorra 47875 47875 47875 47875 47875 47875 47875 \n", - "Angola 105277 105277 105277 105277 105277 105277 105277 \n", - "... ... ... ... ... ... ... ... \n", - "West Bank and Gaza 703228 703228 703228 703228 703228 703228 703228 \n", - "Winter Olympics 2022 535 535 535 535 535 535 535 \n", - "Yemen 11945 11945 11945 11945 11945 11945 11945 \n", - "Zambia 343012 343079 343079 343079 343135 343135 343135 \n", - "Zimbabwe 264127 264127 264127 264127 264127 264127 264127 \n", + " 1/27/20 1/28/20 1/29/20 1/30/20 ... 2/28/23 3/1/23 3/2/23 3/3/23 \\\n", + "0 0 0 0 0 ... 209322 209340 209358 209362 \n", + "1 0 0 0 0 ... 334391 334408 334408 334427 \n", + "2 0 0 0 0 ... 271441 271448 271463 271469 \n", + "3 0 0 0 0 ... 47866 47875 47875 47875 \n", + "4 0 0 0 0 ... 105255 105277 105277 105277 \n", + ".. ... ... ... ... ... ... ... ... ... \n", + "284 0 0 0 0 ... 703228 703228 703228 703228 \n", + "285 0 0 0 0 ... 535 535 535 535 \n", + "286 0 0 0 0 ... 11945 11945 11945 11945 \n", + "287 0 0 0 0 ... 343012 343012 343079 343079 \n", + "288 0 0 0 0 ... 263921 264127 264127 264127 \n", "\n", - " 3/8/23 3/9/23 \n", - "Country/Region \n", - "Afghanistan 209451 209451 \n", - "Albania 334443 334457 \n", - "Algeria 271494 271496 \n", - "Andorra 47890 47890 \n", - "Angola 105288 105288 \n", - "... ... ... \n", - "West Bank and Gaza 703228 703228 \n", - "Winter Olympics 2022 535 535 \n", - "Yemen 11945 11945 \n", - "Zambia 343135 343135 \n", - "Zimbabwe 264276 264276 \n", + " 3/4/23 3/5/23 3/6/23 3/7/23 3/8/23 3/9/23 \n", + "0 209369 209390 209406 209436 209451 209451 \n", + "1 334427 334427 334427 334427 334443 334457 \n", + "2 271469 271477 271477 271490 271494 271496 \n", + "3 47875 47875 47875 47875 47890 47890 \n", + "4 105277 105277 105277 105277 105288 105288 \n", + ".. ... ... ... ... ... ... \n", + "284 703228 703228 703228 703228 703228 703228 \n", + "285 535 535 535 535 535 535 \n", + "286 11945 11945 11945 11945 11945 11945 \n", + "287 343079 343135 343135 343135 343135 343135 \n", + "288 264127 264127 264127 264127 264276 264276 \n", "\n", - "[201 rows x 1143 columns]" + "[229 rows x 1144 columns]" ] }, - "execution_count": 644, + "execution_count": 70, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# print the first entries in all the groups formed.\n", - "ConCase.first()" + "ConfirmdCase.head()" ] }, { @@ -6402,7 +6677,7 @@ }, { "cell_type": "code", - "execution_count": 392, + "execution_count": 71, "id": "db598dc5", "metadata": {}, "outputs": [ @@ -6493,29 +6768,29 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 392, + "execution_count": 71, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Finding the values contained in the \"Nigeria\" group\n", - "ConCase.get_group('Nigeria')" + "ConfirmdCase.get_group('Nigeria')" ] }, { "cell_type": "code", - "execution_count": 397, + "execution_count": 72, "id": "f7bbb8f4", "metadata": {}, "outputs": [], "source": [ - "dfCnCase = ConCase.get_group('Nigeria')" + "NGConfirmdCase = ConCase.get_group('Nigeria')" ] }, { "cell_type": "code", - "execution_count": 484, + "execution_count": 73, "id": "350ea681", "metadata": {}, "outputs": [ @@ -6539,17 +6814,17 @@ "\n", " \n", " \n", - " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -6567,15 +6842,15 @@ " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -6590,29 +6865,29 @@ " \n", " \n", "
DateCountry/Region2/28/202/29/203/1/203/2/203/3/203/4/203/5/203/6/203/7/201/22/201/23/201/24/201/25/201/26/201/27/201/28/201/29/201/30/20...2/28/233/1/23
206Nigeria111111111000000000...266593266598
\n", - "

1 rows × 1107 columns

\n", + "

1 rows × 1144 columns

\n", "" ], "text/plain": [ - "Date Country/Region 2/28/20 2/29/20 3/1/20 3/2/20 3/3/20 3/4/20 3/5/20 \\\n", - "206 Nigeria 1 1 1 1 1 1 1 \n", + " Country/Region 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 1/27/20 \\\n", + "206 Nigeria 0 0 0 0 0 0 \n", "\n", - "Date 3/6/20 3/7/20 ... 2/28/23 3/1/23 3/2/23 3/3/23 3/4/23 3/5/23 \\\n", - "206 1 1 ... 266593 266598 266598 266598 266598 266598 \n", + " 1/28/20 1/29/20 1/30/20 ... 2/28/23 3/1/23 3/2/23 3/3/23 3/4/23 \\\n", + "206 0 0 0 ... 266593 266598 266598 266598 266598 \n", "\n", - "Date 3/6/23 3/7/23 3/8/23 3/9/23 \n", - "206 266598 266598 266598 266598 \n", + " 3/5/23 3/6/23 3/7/23 3/8/23 3/9/23 \n", + "206 266598 266598 266598 266598 266598 \n", "\n", - "[1 rows x 1107 columns]" + "[1 rows x 1144 columns]" ] }, - "execution_count": 484, + "execution_count": 73, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfCnCase" + "NGConfirmdCase" ] }, { From d88707f680f3a0161f5b60e97dc2991fb20cc468 Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Thu, 20 Jul 2023 09:34:20 +0100 Subject: [PATCH 11/35] almost done --- My_Capstone Project-Copy1.ipynb | 3765 ++++++++++++++++++------------- 1 file changed, 2253 insertions(+), 1512 deletions(-) diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index 88831ad5..dfaf87c7 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -2,10 +2,31 @@ "cells": [ { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "id": "77550c18", "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[1], line 4\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mnumpy\u001b[39;00m \u001b[39mas\u001b[39;00m 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\u001b[39mimport\u001b[39;00m is_numpy_dev \u001b[39mas\u001b[39;00m _is_numpy_dev \u001b[39m# pyright: ignore # noqa:F401\u001b[39;00m\n\u001b[0;32m 24\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m 25\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39m_libs\u001b[39;00m \u001b[39mimport\u001b[39;00m hashtable \u001b[39mas\u001b[39;00m _hashtable, lib \u001b[39mas\u001b[39;00m _lib, tslib \u001b[39mas\u001b[39;00m _tslib\n", + "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\compat\\__init__.py:25\u001b[0m\n\u001b[0;32m 17\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mcompat\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39m_constants\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[0;32m 18\u001b[0m IS64,\n\u001b[0;32m 19\u001b[0m PY39,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 22\u001b[0m PYPY,\n\u001b[0;32m 23\u001b[0m )\n\u001b[0;32m 24\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mcompat\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mcompressors\u001b[39;00m\n\u001b[1;32m---> 25\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mcompat\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mnumpy\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[0;32m 26\u001b[0m is_numpy_dev,\n\u001b[0;32m 27\u001b[0m np_version_under1p21,\n\u001b[0;32m 28\u001b[0m )\n\u001b[0;32m 29\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mcompat\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mpyarrow\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[0;32m 30\u001b[0m pa_version_under7p0,\n\u001b[0;32m 31\u001b[0m pa_version_under8p0,\n\u001b[0;32m 32\u001b[0m pa_version_under9p0,\n\u001b[0;32m 33\u001b[0m pa_version_under11p0,\n\u001b[0;32m 34\u001b[0m )\n\u001b[0;32m 37\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mset_function_name\u001b[39m(f: F, name: \u001b[39mstr\u001b[39m, \u001b[39mcls\u001b[39m) \u001b[39m-\u001b[39m\u001b[39m>\u001b[39m F:\n", + "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\compat\\numpy\\__init__.py:4\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[39m\"\"\" support numpy compatibility across versions \"\"\"\u001b[39;00m\n\u001b[0;32m 2\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mnumpy\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mnp\u001b[39;00m\n\u001b[1;32m----> 4\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mutil\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mversion\u001b[39;00m \u001b[39mimport\u001b[39;00m Version\n\u001b[0;32m 6\u001b[0m \u001b[39m# numpy versioning\u001b[39;00m\n\u001b[0;32m 7\u001b[0m _np_version \u001b[39m=\u001b[39m np\u001b[39m.\u001b[39m__version__\n", + "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\util\\__init__.py:2\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[39m# pyright: reportUnusedImport = false\u001b[39;00m\n\u001b[1;32m----> 2\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mutil\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39m_decorators\u001b[39;00m \u001b[39mimport\u001b[39;00m ( \u001b[39m# noqa:F401\u001b[39;00m\n\u001b[0;32m 3\u001b[0m Appender,\n\u001b[0;32m 4\u001b[0m Substitution,\n\u001b[0;32m 5\u001b[0m cache_readonly,\n\u001b[0;32m 6\u001b[0m )\n\u001b[0;32m 8\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mcore\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mutil\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mhashing\u001b[39;00m 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\u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\_libs\\hashtable.pyx:1\u001b[0m, in \u001b[0;36minit pandas._libs.hashtable\u001b[1;34m()\u001b[0m\n", + "File \u001b[1;32m:405\u001b[0m, in \u001b[0;36mparent\u001b[1;34m(self)\u001b[0m\n", + "\u001b[1;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], "source": [ "import requests\n", "import numpy as np\n", @@ -24,7 +45,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "c33788a4", "metadata": {}, "outputs": [], @@ -35,7 +56,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "ae56e727", "metadata": {}, "outputs": [ @@ -396,7 +417,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 5, + "execution_count": 149, "metadata": {}, "output_type": "execute_result" } @@ -407,7 +428,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "0cd70b2e", "metadata": {}, "outputs": [], @@ -417,7 +438,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "c0c16e8b", "metadata": {}, "outputs": [ @@ -778,7 +799,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 7, + "execution_count": 151, "metadata": {}, "output_type": "execute_result" } @@ -789,7 +810,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "86b8f22a", "metadata": {}, "outputs": [ @@ -811,7 +832,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "c9d254f2", "metadata": {}, "outputs": [], @@ -821,7 +842,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "id": "4c0176f8", "metadata": {}, "outputs": [], @@ -832,7 +853,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "id": "7f1aa9b8", "metadata": {}, "outputs": [ @@ -1193,7 +1214,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 11, + "execution_count": 155, "metadata": {}, "output_type": "execute_result" } @@ -1202,9 +1223,17 @@ "df_CovidconfirmdG" ] }, + { + "cell_type": "markdown", + "id": "128f8267", + "metadata": {}, + "source": [ + "# Load Recovered cases" + ] + }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "id": "718e188b", "metadata": {}, "outputs": [], @@ -1214,7 +1243,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "id": "621b2f14", "metadata": {}, "outputs": [ @@ -1575,7 +1604,7 @@ "[274 rows x 1147 columns]" ] }, - "execution_count": 13, + "execution_count": 157, "metadata": {}, "output_type": "execute_result" } @@ -1586,7 +1615,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "id": "74018908", "metadata": {}, "outputs": [], @@ -1596,7 +1625,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "id": "a5e0afc0", "metadata": { "collapsed": true @@ -1959,7 +1988,7 @@ "[274 rows x 573 columns]" ] }, - "execution_count": 18, + "execution_count": 159, "metadata": {}, "output_type": "execute_result" } @@ -1970,7 +1999,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "id": "6a762d4b", "metadata": {}, "outputs": [], @@ -1980,7 +2009,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "id": "ffc64d1e", "metadata": { "collapsed": true @@ -2343,7 +2372,7 @@ "[274 rows x 570 columns]" ] }, - "execution_count": 20, + "execution_count": 161, "metadata": {}, "output_type": "execute_result" } @@ -2354,7 +2383,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "id": "69f8d0af", "metadata": { "collapsed": true @@ -2378,7 +2407,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "id": "30577ae7", "metadata": {}, "outputs": [], @@ -2386,9 +2415,17 @@ "df_CovidRecovdG[['Country/Region']] = df_CovidRecovdG[['Country/Region']].astype(\"string\")" ] }, + { + "cell_type": "markdown", + "id": "2eefb040", + "metadata": {}, + "source": [ + "# Load Death cases" + ] + }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "id": "a947667d", "metadata": {}, "outputs": [], @@ -2398,7 +2435,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "id": "b98b10cd", "metadata": { "collapsed": true @@ -2761,7 +2798,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 24, + "execution_count": 165, "metadata": {}, "output_type": "execute_result" } @@ -2772,7 +2809,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "id": "5248a090", "metadata": {}, "outputs": [], @@ -2783,7 +2820,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "id": "934622ec", "metadata": {}, "outputs": [], @@ -2793,7 +2830,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": null, "id": "6858138e", "metadata": {}, "outputs": [], @@ -2803,7 +2840,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "id": "4597fb06", "metadata": {}, "outputs": [ @@ -3164,7 +3201,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 28, + "execution_count": 169, "metadata": {}, "output_type": "execute_result" } @@ -3175,7 +3212,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": null, "id": "888a316c", "metadata": {}, "outputs": [ @@ -3195,9 +3232,17 @@ "df_CoviddeathG.info()" ] }, + { + "cell_type": "markdown", + "id": "b2feea4c", + "metadata": {}, + "source": [ + "# Load External cases" + ] + }, { "cell_type": "code", - "execution_count": 30, + "execution_count": null, "id": "133e0130", "metadata": {}, "outputs": [], @@ -3207,7 +3252,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": null, "id": "a250108b", "metadata": { "collapsed": true @@ -3927,7 +3972,7 @@ "36 0.1 0.4 1.03 " ] }, - "execution_count": 31, + "execution_count": 172, "metadata": {}, "output_type": "execute_result" } @@ -3938,7 +3983,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": null, "id": "dd20a8a7", "metadata": {}, "outputs": [ @@ -3974,7 +4019,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": null, "id": "8f9e37e7", "metadata": {}, "outputs": [], @@ -3985,7 +4030,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": null, "id": "9a82cbc1", "metadata": {}, "outputs": [], @@ -3995,7 +4040,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": null, "id": "e75e62f8", "metadata": {}, "outputs": [], @@ -4005,7 +4050,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": null, "id": "f9658ab0", "metadata": { "scrolled": true @@ -4017,7 +4062,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": null, "id": "0ddafc10", "metadata": {}, "outputs": [ @@ -4051,9 +4096,17 @@ "df_Covidexternal.info()" ] }, + { + "cell_type": "markdown", + "id": "b183cfee", + "metadata": {}, + "source": [ + "# Load CovidNigeria cases" + ] + }, { "cell_type": "code", - "execution_count": 38, + "execution_count": null, "id": "9f2326ca", "metadata": {}, "outputs": [], @@ -4063,7 +4116,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": null, "id": "fc0e883b", "metadata": {}, "outputs": [ @@ -4476,7 +4529,7 @@ "36 3 2 " ] }, - "execution_count": 39, + "execution_count": 180, "metadata": {}, "output_type": "execute_result" } @@ -4487,7 +4540,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": null, "id": "c5ab5fe2", "metadata": {}, "outputs": [], @@ -4498,7 +4551,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": null, "id": "17d12c49", "metadata": {}, "outputs": [], @@ -4509,7 +4562,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": null, "id": "aa5c0ca8", "metadata": {}, "outputs": [], @@ -4520,7 +4573,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": null, "id": "06507d68", "metadata": {}, "outputs": [], @@ -4531,7 +4584,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": null, "id": "a89881e3", "metadata": { "collapsed": true @@ -4562,7 +4615,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": null, "id": "a97037a8", "metadata": { "collapsed": true @@ -4977,7 +5030,7 @@ "36 3 2 " ] }, - "execution_count": 45, + "execution_count": 186, "metadata": {}, "output_type": "execute_result" } @@ -4986,9 +5039,17 @@ "dfCovidNig" ] }, + { + "cell_type": "markdown", + "id": "a528f7b7", + "metadata": {}, + "source": [ + "# Load Budget data" + ] + }, { "cell_type": "code", - "execution_count": 46, + "execution_count": null, "id": "7f82b3f9", "metadata": {}, "outputs": [], @@ -4998,7 +5059,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": null, "id": "e2a627e4", "metadata": { "collapsed": true @@ -5298,7 +5359,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 47, + "execution_count": 188, "metadata": {}, "output_type": "execute_result" } @@ -5309,7 +5370,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": null, "id": "e8f55fa5", "metadata": {}, "outputs": [], @@ -5319,7 +5380,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": null, "id": "5bc901fc", "metadata": { "collapsed": true @@ -5346,9 +5407,17 @@ "dfBudget.info()" ] }, + { + "cell_type": "markdown", + "id": "01776d36", + "metadata": {}, + "source": [ + "# Load RealGDP data" + ] + }, { "cell_type": "code", - "execution_count": 50, + "execution_count": null, "id": "bb208222", "metadata": {}, "outputs": [], @@ -5358,7 +5427,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": null, "id": "18261d23", "metadata": { "collapsed": true @@ -5446,7 +5515,7 @@ "4 2018 16096654.19 16580508.07 18081342.10 19041437.59" ] }, - "execution_count": 51, + "execution_count": 192, "metadata": {}, "output_type": "execute_result" } @@ -5457,7 +5526,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": null, "id": "8d5916d8", "metadata": { "collapsed": true @@ -5496,7 +5565,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": null, "id": "f13a9f82", "metadata": { "collapsed": true @@ -5697,7 +5766,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 53, + "execution_count": 194, "metadata": {}, "output_type": "execute_result" } @@ -5708,7 +5777,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": null, "id": "70e0a8a4", "metadata": { "collapsed": true @@ -6000,7 +6069,7 @@ "[8 rows x 1143 columns]" ] }, - "execution_count": 54, + "execution_count": 195, "metadata": {}, "output_type": "execute_result" } @@ -6011,7 +6080,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": null, "id": "2ad90233", "metadata": { "collapsed": true @@ -6028,7 +6097,7 @@ " dtype='object', length=1144)" ] }, - "execution_count": 55, + "execution_count": 196, "metadata": {}, "output_type": "execute_result" } @@ -6039,7 +6108,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": null, "id": "186101a6", "metadata": { "collapsed": true @@ -6240,7 +6309,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 56, + "execution_count": 197, "metadata": {}, "output_type": "execute_result" } @@ -6259,7 +6328,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": null, "id": "9ee720c0", "metadata": { "scrolled": true @@ -6273,17 +6342,17 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": null, "id": "47d49996", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 68, + "execution_count": 199, "metadata": {}, "output_type": "execute_result" } @@ -6294,7 +6363,7 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": null, "id": "37d665df", "metadata": { "collapsed": true @@ -6321,7 +6390,6 @@ " \n", " \n", " \n", - " Country/Region\n", " 1/22/20\n", " 1/23/20\n", " 1/24/20\n", @@ -6331,6 +6399,7 @@ " 1/28/20\n", " 1/29/20\n", " 1/30/20\n", + " 1/31/20\n", " ...\n", " 2/28/23\n", " 3/1/23\n", @@ -6343,11 +6412,35 @@ " 3/8/23\n", " 3/9/23\n", " \n", + " \n", + " Country/Region\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " 0\n", - " Afghanistan\n", + " Afghanistan\n", + " 0\n", " 0\n", " 0\n", " 0\n", @@ -6370,8 +6463,8 @@ " 209451\n", " \n", " \n", - " 1\n", - " Albania\n", + " Albania\n", + " 0\n", " 0\n", " 0\n", " 0\n", @@ -6394,8 +6487,8 @@ " 334457\n", " \n", " \n", - " 2\n", - " Algeria\n", + " Algeria\n", + " 0\n", " 0\n", " 0\n", " 0\n", @@ -6418,8 +6511,8 @@ " 271496\n", " \n", " \n", - " 3\n", - " Andorra\n", + " Andorra\n", + " 0\n", " 0\n", " 0\n", " 0\n", @@ -6442,8 +6535,8 @@ " 47890\n", " \n", " \n", - " 4\n", - " Angola\n", + " Angola\n", + " 0\n", " 0\n", " 0\n", " 0\n", @@ -6490,8 +6583,8 @@ " ...\n", " \n", " \n", - " 284\n", - " West Bank and Gaza\n", + " West Bank and Gaza\n", + " 0\n", " 0\n", " 0\n", " 0\n", @@ -6514,8 +6607,8 @@ " 703228\n", " \n", " \n", - " 285\n", - " Winter Olympics 2022\n", + " Winter Olympics 2022\n", + " 0\n", " 0\n", " 0\n", " 0\n", @@ -6538,8 +6631,8 @@ " 535\n", " \n", " \n", - " 286\n", - " Yemen\n", + " Yemen\n", + " 0\n", " 0\n", " 0\n", " 0\n", @@ -6562,8 +6655,8 @@ " 11945\n", " \n", " \n", - " 287\n", - " Zambia\n", + " Zambia\n", + " 0\n", " 0\n", " 0\n", " 0\n", @@ -6586,8 +6679,8 @@ " 343135\n", " \n", " \n", - " 288\n", - " Zimbabwe\n", + " Zimbabwe\n", + " 0\n", " 0\n", " 0\n", " 0\n", @@ -6611,60 +6704,77 @@ " \n", " \n", "\n", - "

229 rows × 1144 columns

\n", + "

201 rows × 1143 columns

\n", "" ], "text/plain": [ - " Country/Region 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 \\\n", - "0 Afghanistan 0 0 0 0 0 \n", - "1 Albania 0 0 0 0 0 \n", - "2 Algeria 0 0 0 0 0 \n", - "3 Andorra 0 0 0 0 0 \n", - "4 Angola 0 0 0 0 0 \n", - ".. ... ... ... ... ... ... \n", - "284 West Bank and Gaza 0 0 0 0 0 \n", - "285 Winter Olympics 2022 0 0 0 0 0 \n", - "286 Yemen 0 0 0 0 0 \n", - "287 Zambia 0 0 0 0 0 \n", - "288 Zimbabwe 0 0 0 0 0 \n", + " 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 1/27/20 \\\n", + "Country/Region \n", + "Afghanistan 0 0 0 0 0 0 \n", + "Albania 0 0 0 0 0 0 \n", + "Algeria 0 0 0 0 0 0 \n", + "Andorra 0 0 0 0 0 0 \n", + "Angola 0 0 0 0 0 0 \n", + "... ... ... ... ... ... ... \n", + "West Bank and Gaza 0 0 0 0 0 0 \n", + "Winter Olympics 2022 0 0 0 0 0 0 \n", + "Yemen 0 0 0 0 0 0 \n", + "Zambia 0 0 0 0 0 0 \n", + "Zimbabwe 0 0 0 0 0 0 \n", "\n", - " 1/27/20 1/28/20 1/29/20 1/30/20 ... 2/28/23 3/1/23 3/2/23 3/3/23 \\\n", - "0 0 0 0 0 ... 209322 209340 209358 209362 \n", - "1 0 0 0 0 ... 334391 334408 334408 334427 \n", - "2 0 0 0 0 ... 271441 271448 271463 271469 \n", - "3 0 0 0 0 ... 47866 47875 47875 47875 \n", - "4 0 0 0 0 ... 105255 105277 105277 105277 \n", - ".. ... ... ... ... ... ... ... ... ... \n", - "284 0 0 0 0 ... 703228 703228 703228 703228 \n", - "285 0 0 0 0 ... 535 535 535 535 \n", - "286 0 0 0 0 ... 11945 11945 11945 11945 \n", - "287 0 0 0 0 ... 343012 343012 343079 343079 \n", - "288 0 0 0 0 ... 263921 264127 264127 264127 \n", + " 1/28/20 1/29/20 1/30/20 1/31/20 ... 2/28/23 \\\n", + "Country/Region ... \n", + "Afghanistan 0 0 0 0 ... 209322 \n", + "Albania 0 0 0 0 ... 334391 \n", + "Algeria 0 0 0 0 ... 271441 \n", + "Andorra 0 0 0 0 ... 47866 \n", + "Angola 0 0 0 0 ... 105255 \n", + "... ... ... ... ... ... ... \n", + "West Bank and Gaza 0 0 0 0 ... 703228 \n", + "Winter Olympics 2022 0 0 0 0 ... 535 \n", + "Yemen 0 0 0 0 ... 11945 \n", + "Zambia 0 0 0 0 ... 343012 \n", + "Zimbabwe 0 0 0 0 ... 263921 \n", "\n", - " 3/4/23 3/5/23 3/6/23 3/7/23 3/8/23 3/9/23 \n", - "0 209369 209390 209406 209436 209451 209451 \n", - "1 334427 334427 334427 334427 334443 334457 \n", - "2 271469 271477 271477 271490 271494 271496 \n", - "3 47875 47875 47875 47875 47890 47890 \n", - "4 105277 105277 105277 105277 105288 105288 \n", - ".. ... ... ... ... ... ... \n", - "284 703228 703228 703228 703228 703228 703228 \n", - "285 535 535 535 535 535 535 \n", - "286 11945 11945 11945 11945 11945 11945 \n", - "287 343079 343135 343135 343135 343135 343135 \n", - "288 264127 264127 264127 264127 264276 264276 \n", + " 3/1/23 3/2/23 3/3/23 3/4/23 3/5/23 3/6/23 3/7/23 \\\n", + "Country/Region \n", + "Afghanistan 209340 209358 209362 209369 209390 209406 209436 \n", + "Albania 334408 334408 334427 334427 334427 334427 334427 \n", + "Algeria 271448 271463 271469 271469 271477 271477 271490 \n", + "Andorra 47875 47875 47875 47875 47875 47875 47875 \n", + "Angola 105277 105277 105277 105277 105277 105277 105277 \n", + "... ... ... ... ... ... ... ... \n", + "West Bank and Gaza 703228 703228 703228 703228 703228 703228 703228 \n", + "Winter Olympics 2022 535 535 535 535 535 535 535 \n", + "Yemen 11945 11945 11945 11945 11945 11945 11945 \n", + "Zambia 343012 343079 343079 343079 343135 343135 343135 \n", + "Zimbabwe 264127 264127 264127 264127 264127 264127 264127 \n", "\n", - "[229 rows x 1144 columns]" + " 3/8/23 3/9/23 \n", + "Country/Region \n", + "Afghanistan 209451 209451 \n", + "Albania 334443 334457 \n", + "Algeria 271494 271496 \n", + "Andorra 47890 47890 \n", + "Angola 105288 105288 \n", + "... ... ... \n", + "West Bank and Gaza 703228 703228 \n", + "Winter Olympics 2022 535 535 \n", + "Yemen 11945 11945 \n", + "Zambia 343135 343135 \n", + "Zimbabwe 264276 264276 \n", + "\n", + "[201 rows x 1143 columns]" ] }, - "execution_count": 70, + "execution_count": 294, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# print the first entries in all the groups formed.\n", - "ConfirmdCase.head()" + "ConfirmdCase.first()" ] }, { @@ -6677,7 +6787,7 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": null, "id": "db598dc5", "metadata": {}, "outputs": [ @@ -6768,7 +6878,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 71, + "execution_count": 201, "metadata": {}, "output_type": "execute_result" } @@ -6780,17 +6890,17 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": null, "id": "f7bbb8f4", "metadata": {}, "outputs": [], "source": [ - "NGConfirmdCase = ConCase.get_group('Nigeria')" + "NGConfirmdCase = ConfirmdCase.get_group('Nigeria')" ] }, { "cell_type": "code", - "execution_count": 73, + "execution_count": null, "id": "350ea681", "metadata": {}, "outputs": [ @@ -6881,7 +6991,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 73, + "execution_count": 203, "metadata": {}, "output_type": "execute_result" } @@ -6892,18 +7002,18 @@ }, { "cell_type": "code", - "execution_count": 485, + "execution_count": null, "id": "b37857cb", "metadata": {}, "outputs": [], "source": [ "#Delete column with o value \n", - "dfCnCase = dfCnCase.loc[:, (dfCnCase != 0).any(axis=0)]" + "NGConfirmdCase = NGConfirmdCase.loc[:, (NGConfirmdCase != 0).any(axis=0)]" ] }, { "cell_type": "code", - "execution_count": 486, + "execution_count": null, "id": "fac040df", "metadata": {}, "outputs": [ @@ -6927,7 +7037,7 @@ "\n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -6982,60 +7092,86 @@ "" ], "text/plain": [ - "Date Country/Region 2/28/20 2/29/20 3/1/20 3/2/20 3/3/20 3/4/20 3/5/20 \\\n", - "206 Nigeria 1 1 1 1 1 1 1 \n", + " Country/Region 2/28/20 2/29/20 3/1/20 3/2/20 3/3/20 3/4/20 3/5/20 \\\n", + "206 Nigeria 1 1 1 1 1 1 1 \n", "\n", - "Date 3/6/20 3/7/20 ... 2/28/23 3/1/23 3/2/23 3/3/23 3/4/23 3/5/23 \\\n", - "206 1 1 ... 266593 266598 266598 266598 266598 266598 \n", + " 3/6/20 3/7/20 ... 2/28/23 3/1/23 3/2/23 3/3/23 3/4/23 3/5/23 \\\n", + "206 1 1 ... 266593 266598 266598 266598 266598 266598 \n", "\n", - "Date 3/6/23 3/7/23 3/8/23 3/9/23 \n", - "206 266598 266598 266598 266598 \n", + " 3/6/23 3/7/23 3/8/23 3/9/23 \n", + "206 266598 266598 266598 266598 \n", "\n", "[1 rows x 1107 columns]" ] }, - "execution_count": 486, + "execution_count": 205, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "NGConfirmdCase" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3e739025", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Country/Region', '2/28/20', '2/29/20', '3/1/20', '3/2/20', '3/3/20',\n", + " '3/4/20', '3/5/20', '3/6/20', '3/7/20',\n", + " ...\n", + " '2/28/23', '3/1/23', '3/2/23', '3/3/23', '3/4/23', '3/5/23', '3/6/23',\n", + " '3/7/23', '3/8/23', '3/9/23'],\n", + " dtype='object', length=1107)" + ] + }, + "execution_count": 206, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfCnCase" + "NGConfirmdCase.columns" ] }, { "cell_type": "code", - "execution_count": 487, + "execution_count": null, "id": "7375c99f", "metadata": {}, "outputs": [], "source": [ - "dfCnCase_transposed = dfCnCase.transpose()" + "NGConfirmdCase_transposed = NGConfirmdCase.transpose()" ] }, { "cell_type": "code", - "execution_count": 402, + "execution_count": null, "id": "def4d314", "metadata": {}, "outputs": [], "source": [ - "dfCnCase_transposed.index.name = 'Date'" + "NGConfirmdCase_transposed.index.name = 'Date'" ] }, { "cell_type": "code", - "execution_count": 488, + "execution_count": null, "id": "b94641ee", "metadata": {}, "outputs": [], "source": [ - "dfCnCase_transposed = dfCnCase_transposed.drop(index=dfCnCase_transposed.index[0])" + "NGConfirmdCase_transposed = NGConfirmdCase_transposed.drop(index=NGConfirmdCase_transposed.index[0])" ] }, { "cell_type": "code", - "execution_count": 489, + "execution_count": null, "id": "92ad84d6", "metadata": {}, "outputs": [ @@ -7135,23 +7271,165 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 489, + "execution_count": 210, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "NGConfirmdCase_transposed" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8e3fcb3f", + "metadata": {}, + "outputs": [], + "source": [ + "df_NGConfirmdCase_transposed = NGConfirmdCase_transposed" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cfba2ea7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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\n", + "

1106 rows × 1 columns

\n", + "" + ], + "text/plain": [ + " 206\n", + "Date \n", + "2/28/20 1\n", + "2/29/20 1\n", + "3/1/20 1\n", + "3/2/20 1\n", + "3/3/20 1\n", + "... ...\n", + "3/5/23 266598\n", + "3/6/23 266598\n", + "3/7/23 266598\n", + "3/8/23 266598\n", + "3/9/23 266598\n", + "\n", + "[1106 rows x 1 columns]" + ] + }, + "execution_count": 212, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_NGConfirmdCase_transposed" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c850e2d2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index([206], dtype='int64')" + ] + }, + "execution_count": 213, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfCnCase_transposed" + "df_NGConfirmdCase_transposed.columns" ] }, { "cell_type": "code", - "execution_count": 405, + "execution_count": null, "id": "2adcd95c", "metadata": {}, "outputs": [], "source": [ - "dfCnCase_transposed.columns = ['Cases']" + "NGConfirmdCase_transposed.columns = ['Cases']" ] }, { @@ -7164,7 +7442,7 @@ }, { "cell_type": "code", - "execution_count": 483, + "execution_count": null, "id": "aed25ee9", "metadata": {}, "outputs": [ @@ -7264,13 +7542,13 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 483, + "execution_count": 215, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfCnCase_transposed" + "NGConfirmdCase_transposed" ] }, { @@ -7283,14 +7561,14 @@ }, { "cell_type": "code", - "execution_count": 407, + "execution_count": null, "id": "8dab7d42", "metadata": {}, "outputs": [], "source": [ "# applying groupby() function to\n", "# group the data on 'Country/Region value.\n", - "RecCase = dff.groupby('Country/Region')" + "RecoveredCase = df_CovidRecovdG.groupby('Country/Region')" ] }, { @@ -7303,7 +7581,7 @@ }, { "cell_type": "code", - "execution_count": 408, + "execution_count": null, "id": "30848de2", "metadata": { "collapsed": true @@ -7341,16 +7619,16 @@ " 1/30/20\n", " 1/31/20\n", " ...\n", - " 2/28/23\n", - " 3/1/23\n", - " 3/2/23\n", - " 3/3/23\n", - " 3/4/23\n", - " 3/5/23\n", - " 3/6/23\n", - " 3/7/23\n", - " 3/8/23\n", - " 3/9/23\n", + " 8/3/21\n", + " 8/4/21\n", + " 9/13/22\n", + " 9/14/22\n", + " 9/15/22\n", + " 9/16/22\n", + " 9/17/22\n", + " 9/18/22\n", + " 9/19/22\n", + " 9/20/22\n", " \n", " \n", " Country/Region\n", @@ -7391,8 +7669,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 82586\n", + " 82586\n", " 0\n", " 0\n", " 0\n", @@ -7415,8 +7693,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 130291\n", + " 130314\n", " 0\n", " 0\n", " 0\n", @@ -7439,8 +7717,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 117557\n", + " 118409\n", " 0\n", " 0\n", " 0\n", @@ -7463,8 +7741,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 14348\n", + " 14380\n", " 0\n", " 0\n", " 0\n", @@ -7487,8 +7765,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 39389\n", + " 39582\n", " 0\n", " 0\n", " 0\n", @@ -7535,8 +7813,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 312289\n", + " 312320\n", " 0\n", " 0\n", " 0\n", @@ -7583,8 +7861,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 4232\n", + " 4251\n", " 0\n", " 0\n", " 0\n", @@ -7607,8 +7885,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 189341\n", + " 189658\n", " 0\n", " 0\n", " 0\n", @@ -7631,8 +7909,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 81570\n", + " 82994\n", " 0\n", " 0\n", " 0\n", @@ -7644,7 +7922,7 @@ " \n", " \n", "\n", - "

201 rows × 1143 columns

\n", + "

201 rows × 569 columns

\n", "" ], "text/plain": [ @@ -7662,64 +7940,64 @@ "Zambia 0 0 0 0 0 0 \n", "Zimbabwe 0 0 0 0 0 0 \n", "\n", - " 1/28/20 1/29/20 1/30/20 1/31/20 ... 2/28/23 \\\n", - "Country/Region ... \n", - "Afghanistan 0 0 0 0 ... 0 \n", - "Albania 0 0 0 0 ... 0 \n", - "Algeria 0 0 0 0 ... 0 \n", - "Andorra 0 0 0 0 ... 0 \n", - "Angola 0 0 0 0 ... 0 \n", - "... ... ... ... ... ... ... \n", - "West Bank and Gaza 0 0 0 0 ... 0 \n", - "Winter Olympics 2022 0 0 0 0 ... 0 \n", - "Yemen 0 0 0 0 ... 0 \n", - "Zambia 0 0 0 0 ... 0 \n", - "Zimbabwe 0 0 0 0 ... 0 \n", - "\n", - " 3/1/23 3/2/23 3/3/23 3/4/23 3/5/23 3/6/23 3/7/23 \\\n", - "Country/Region \n", - "Afghanistan 0 0 0 0 0 0 0 \n", - "Albania 0 0 0 0 0 0 0 \n", - "Algeria 0 0 0 0 0 0 0 \n", - "Andorra 0 0 0 0 0 0 0 \n", - "Angola 0 0 0 0 0 0 0 \n", - "... ... ... ... ... ... ... ... \n", - "West Bank and Gaza 0 0 0 0 0 0 0 \n", - "Winter Olympics 2022 0 0 0 0 0 0 0 \n", - "Yemen 0 0 0 0 0 0 0 \n", - "Zambia 0 0 0 0 0 0 0 \n", - "Zimbabwe 0 0 0 0 0 0 0 \n", - "\n", - " 3/8/23 3/9/23 \n", - "Country/Region \n", - "Afghanistan 0 0 \n", - "Albania 0 0 \n", - "Algeria 0 0 \n", - "Andorra 0 0 \n", - "Angola 0 0 \n", - "... ... ... \n", - "West Bank and Gaza 0 0 \n", - "Winter Olympics 2022 0 0 \n", - "Yemen 0 0 \n", - "Zambia 0 0 \n", - "Zimbabwe 0 0 \n", + " 1/28/20 1/29/20 1/30/20 1/31/20 ... 8/3/21 8/4/21 \\\n", + "Country/Region ... \n", + "Afghanistan 0 0 0 0 ... 82586 82586 \n", + "Albania 0 0 0 0 ... 130291 130314 \n", + "Algeria 0 0 0 0 ... 117557 118409 \n", + "Andorra 0 0 0 0 ... 14348 14380 \n", + "Angola 0 0 0 0 ... 39389 39582 \n", + "... ... ... ... ... ... ... ... \n", + "West Bank and Gaza 0 0 0 0 ... 312289 312320 \n", + "Winter Olympics 2022 0 0 0 0 ... 0 0 \n", + "Yemen 0 0 0 0 ... 4232 4251 \n", + "Zambia 0 0 0 0 ... 189341 189658 \n", + "Zimbabwe 0 0 0 0 ... 81570 82994 \n", + "\n", + " 9/13/22 9/14/22 9/15/22 9/16/22 9/17/22 9/18/22 \\\n", + "Country/Region \n", + "Afghanistan 0 0 0 0 0 0 \n", + "Albania 0 0 0 0 0 0 \n", + "Algeria 0 0 0 0 0 0 \n", + "Andorra 0 0 0 0 0 0 \n", + "Angola 0 0 0 0 0 0 \n", + "... ... ... ... ... ... ... \n", + "West Bank and Gaza 0 0 0 0 0 0 \n", + "Winter Olympics 2022 0 0 0 0 0 0 \n", + "Yemen 0 0 0 0 0 0 \n", + "Zambia 0 0 0 0 0 0 \n", + "Zimbabwe 0 0 0 0 0 0 \n", "\n", - "[201 rows x 1143 columns]" + " 9/19/22 9/20/22 \n", + "Country/Region \n", + "Afghanistan 0 0 \n", + "Albania 0 0 \n", + "Algeria 0 0 \n", + "Andorra 0 0 \n", + "Angola 0 0 \n", + "... ... ... \n", + "West Bank and Gaza 0 0 \n", + "Winter Olympics 2022 0 0 \n", + "Yemen 0 0 \n", + "Zambia 0 0 \n", + "Zimbabwe 0 0 \n", + "\n", + "[201 rows x 569 columns]" ] }, - "execution_count": 408, + "execution_count": 217, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# print the first entries in all the groups formed.\n", - "RecCase.first()" + "RecoveredCase.first()" ] }, { "cell_type": "code", - "execution_count": 409, + "execution_count": null, "id": "3df06d1c", "metadata": { "collapsed": true @@ -7757,16 +8035,16 @@ " 1/29/20\n", " 1/30/20\n", " ...\n", - " 2/28/23\n", - " 3/1/23\n", - " 3/2/23\n", - " 3/3/23\n", - " 3/4/23\n", - " 3/5/23\n", - " 3/6/23\n", - " 3/7/23\n", - " 3/8/23\n", - " 3/9/23\n", + " 8/3/21\n", + " 8/4/21\n", + " 9/13/22\n", + " 9/14/22\n", + " 9/15/22\n", + " 9/16/22\n", + " 9/17/22\n", + " 9/18/22\n", + " 9/19/22\n", + " 9/20/22\n", " \n", " \n", " \n", @@ -7783,8 +8061,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 165122\n", + " 165208\n", " 0\n", " 0\n", " 0\n", @@ -7796,40 +8074,40 @@ " \n", " \n", "\n", - "

1 rows × 1144 columns

\n", + "

1 rows × 570 columns

\n", "" ], "text/plain": [ " Country/Region 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 1/27/20 \\\n", "191 Nigeria 0 0 0 0 0 0 \n", "\n", - " 1/28/20 1/29/20 1/30/20 ... 2/28/23 3/1/23 3/2/23 3/3/23 3/4/23 \\\n", - "191 0 0 0 ... 0 0 0 0 0 \n", + " 1/28/20 1/29/20 1/30/20 ... 8/3/21 8/4/21 9/13/22 9/14/22 \\\n", + "191 0 0 0 ... 165122 165208 0 0 \n", "\n", - " 3/5/23 3/6/23 3/7/23 3/8/23 3/9/23 \n", - "191 0 0 0 0 0 \n", + " 9/15/22 9/16/22 9/17/22 9/18/22 9/19/22 9/20/22 \n", + "191 0 0 0 0 0 0 \n", "\n", - "[1 rows x 1144 columns]" + "[1 rows x 570 columns]" ] }, - "execution_count": 409, + "execution_count": 218, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Finding the values contained in the \"Nigeria\" group\n", - "RecCase.get_group('Nigeria')" + "RecoveredCase.get_group('Nigeria')" ] }, { "cell_type": "code", - "execution_count": 414, + "execution_count": null, "id": "e7798490", "metadata": {}, "outputs": [], "source": [ - "dfRecCase = RecCase.get_group('Nigeria')" + "dfRecoveredCase= RecoveredCase.get_group('Nigeria')" ] }, { @@ -7842,7 +8120,7 @@ }, { "cell_type": "code", - "execution_count": 415, + "execution_count": null, "id": "a226f850", "metadata": {}, "outputs": [ @@ -7878,16 +8156,16 @@ " 1/29/20\n", " 1/30/20\n", " ...\n", - " 2/28/23\n", - " 3/1/23\n", - " 3/2/23\n", - " 3/3/23\n", - " 3/4/23\n", - " 3/5/23\n", - " 3/6/23\n", - " 3/7/23\n", - " 3/8/23\n", - " 3/9/23\n", + " 8/3/21\n", + " 8/4/21\n", + " 9/13/22\n", + " 9/14/22\n", + " 9/15/22\n", + " 9/16/22\n", + " 9/17/22\n", + " 9/18/22\n", + " 9/19/22\n", + " 9/20/22\n", " \n", " \n", " \n", @@ -7904,8 +8182,8 @@ " 0\n", " 0\n", " ...\n", - " 0\n", - " 0\n", + " 165122\n", + " 165208\n", " 0\n", " 0\n", " 0\n", @@ -7917,45 +8195,45 @@ " \n", " \n", "\n", - "

1 rows × 1144 columns

\n", + "

1 rows × 570 columns

\n", "" ], "text/plain": [ " Country/Region 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 1/27/20 \\\n", "191 Nigeria 0 0 0 0 0 0 \n", "\n", - " 1/28/20 1/29/20 1/30/20 ... 2/28/23 3/1/23 3/2/23 3/3/23 3/4/23 \\\n", - "191 0 0 0 ... 0 0 0 0 0 \n", + " 1/28/20 1/29/20 1/30/20 ... 8/3/21 8/4/21 9/13/22 9/14/22 \\\n", + "191 0 0 0 ... 165122 165208 0 0 \n", "\n", - " 3/5/23 3/6/23 3/7/23 3/8/23 3/9/23 \n", - "191 0 0 0 0 0 \n", + " 9/15/22 9/16/22 9/17/22 9/18/22 9/19/22 9/20/22 \n", + "191 0 0 0 0 0 0 \n", "\n", - "[1 rows x 1144 columns]" + "[1 rows x 570 columns]" ] }, - "execution_count": 415, + "execution_count": 220, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfRecCase" + "dfRecoveredCase" ] }, { "cell_type": "code", - "execution_count": 416, + "execution_count": null, "id": "a3863d3a", "metadata": {}, "outputs": [], "source": [ "#Delete column with o value \n", - "dfRecCase = dfRecCase.loc[:, (dfRecCase != 0).any(axis=0)]" + "dfRecoveredCase = dfRecoveredCase.loc[:, (dfRecoveredCase != 0).any(axis=0)]" ] }, { "cell_type": "code", - "execution_count": 417, + "execution_count": null, "id": "2facb1d9", "metadata": { "scrolled": true @@ -8048,53 +8326,53 @@ "[1 rows x 506 columns]" ] }, - "execution_count": 417, + "execution_count": 222, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfRecCase" + "dfRecoveredCase" ] }, { "cell_type": "code", - "execution_count": 418, + "execution_count": null, "id": "b08410cf", "metadata": {}, "outputs": [], "source": [ - "dfRecCase_transposed = dfRecCase.transpose()" + "dfRecoveredCase_transposed = dfRecoveredCase.transpose()" ] }, { "cell_type": "code", - "execution_count": 419, + "execution_count": null, "id": "1cfc17c5", "metadata": {}, "outputs": [], "source": [ - "dfRecCase_transposed.index.name = 'Date'" + "dfRecoveredCase.index.name = 'Date'" ] }, { "cell_type": "code", - "execution_count": 420, + "execution_count": null, "id": "80a0b668", "metadata": {}, "outputs": [], "source": [ - "dfRecCase_transposed = dfRecCase_transposed.drop(index=dfRecCase_transposed.index[0])" + "dfRecoveredCase_transposed = dfRecoveredCase_transposed.drop(index=dfRecoveredCase_transposed.index[0])" ] }, { "cell_type": "code", - "execution_count": 421, + "execution_count": null, "id": "01b5bc02", "metadata": {}, "outputs": [], "source": [ - "dfRecCase_transposed.columns = ['Cases']" + "dfRecoveredCase_transposed.columns = ['Cases']" ] }, { @@ -8107,7 +8385,7 @@ }, { "cell_type": "code", - "execution_count": 423, + "execution_count": null, "id": "86d8ab9c", "metadata": { "collapsed": true @@ -8136,10 +8414,6 @@ " \n", " Cases\n", " \n", - " \n", - " Date\n", - " \n", - " \n", " \n", " \n", " \n", @@ -8193,7 +8467,6 @@ ], "text/plain": [ " Cases\n", - "Date \n", "3/18/20 1\n", "3/19/20 1\n", "3/20/20 1\n", @@ -8209,13 +8482,13 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 423, + "execution_count": 227, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfRecCase_transposed" + "dfRecoveredCase_transposed" ] }, { @@ -8228,14 +8501,14 @@ }, { "cell_type": "code", - "execution_count": 424, + "execution_count": null, "id": "816beb3e", "metadata": {}, "outputs": [], "source": [ "# applying groupby() function to\n", "# group the data on 'Country/Region value.\n", - "DeathCase = dfff.groupby('Country/Region')" + "DeathCase = df_CoviddeathG.groupby('Country/Region')" ] }, { @@ -8248,7 +8521,7 @@ }, { "cell_type": "code", - "execution_count": 425, + "execution_count": null, "id": "ef1de005", "metadata": { "collapsed": true @@ -8652,7 +8925,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 425, + "execution_count": 229, "metadata": {}, "output_type": "execute_result" } @@ -8664,7 +8937,7 @@ }, { "cell_type": "code", - "execution_count": 426, + "execution_count": null, "id": "b767b40a", "metadata": { "collapsed": true @@ -8757,7 +9030,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 426, + "execution_count": 230, "metadata": {}, "output_type": "execute_result" } @@ -8769,7 +9042,7 @@ }, { "cell_type": "code", - "execution_count": 427, + "execution_count": null, "id": "68f17d5f", "metadata": {}, "outputs": [], @@ -8787,7 +9060,7 @@ }, { "cell_type": "code", - "execution_count": 428, + "execution_count": null, "id": "34e74f65", "metadata": {}, "outputs": [ @@ -8878,7 +9151,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 428, + "execution_count": 232, "metadata": {}, "output_type": "execute_result" } @@ -8889,7 +9162,7 @@ }, { "cell_type": "code", - "execution_count": 429, + "execution_count": null, "id": "775f9b87", "metadata": {}, "outputs": [], @@ -8900,7 +9173,7 @@ }, { "cell_type": "code", - "execution_count": 430, + "execution_count": null, "id": "5a6cdcf7", "metadata": {}, "outputs": [ @@ -8991,7 +9264,7 @@ "[1 rows x 1083 columns]" ] }, - "execution_count": 430, + "execution_count": 234, "metadata": {}, "output_type": "execute_result" } @@ -9002,7 +9275,7 @@ }, { "cell_type": "code", - "execution_count": 431, + "execution_count": null, "id": "e6a6c58a", "metadata": {}, "outputs": [], @@ -9012,7 +9285,7 @@ }, { "cell_type": "code", - "execution_count": 432, + "execution_count": null, "id": "5d222135", "metadata": {}, "outputs": [], @@ -9022,7 +9295,7 @@ }, { "cell_type": "code", - "execution_count": 433, + "execution_count": null, "id": "a36a1a44", "metadata": {}, "outputs": [], @@ -9032,7 +9305,7 @@ }, { "cell_type": "code", - "execution_count": 434, + "execution_count": null, "id": "d07b9e03", "metadata": {}, "outputs": [], @@ -9050,7 +9323,7 @@ }, { "cell_type": "code", - "execution_count": 435, + "execution_count": null, "id": "f8601c2b", "metadata": {}, "outputs": [ @@ -9150,7 +9423,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 435, + "execution_count": 239, "metadata": {}, "output_type": "execute_result" } @@ -9169,19 +9442,19 @@ }, { "cell_type": "code", - "execution_count": 436, + "execution_count": null, "id": "e674c155", "metadata": {}, "outputs": [], "source": [ "# applying groupby() function to\n", "# group the data on states value.\n", - "Covid_ext = dffff.groupby('states')" + "Covid_ext = df_Covidexternal.groupby('states')" ] }, { "cell_type": "code", - "execution_count": 437, + "execution_count": null, "id": "d38220b0", "metadata": { "collapsed": true @@ -9240,519 +9513,519 @@ " Abia\n", " South East\n", " 4190000\n", - " 0.2\n", - " 0.9\n", + " 0\n", + " 0\n", " 0.6\n", " 0.1\n", - " 0.3\n", + " 0\n", " 0.9\n", " 0.2\n", " 0.0\n", - " 1.14\n", + " 1\n", " \n", " \n", " Adamawa\n", " North East\n", " 4672000\n", - " 0.8\n", - " 0.5\n", + " 0\n", + " 0\n", " 0.6\n", " 0.9\n", - " 0.7\n", + " 0\n", " 0.3\n", " 0.7\n", " 0.6\n", - " 0.94\n", + " 0\n", " \n", " \n", " Akwa Ibom\n", " South East\n", " 6093000\n", - " 0.7\n", - " 0.8\n", + " 0\n", + " 0\n", " 0.7\n", " 0.6\n", - " 0.8\n", + " 0\n", " 0.8\n", " 0.5\n", " 0.1\n", - " 1.01\n", + " 1\n", " \n", " \n", " Anambra\n", " South East\n", " 6050000\n", - " 0.6\n", - " 0.9\n", + " 0\n", + " 0\n", " 1.0\n", " 0.6\n", - " 0.2\n", + " 0\n", " 1.0\n", " 0.0\n", " 0.1\n", - " 1.08\n", + " 1\n", " \n", " \n", " Bauchi\n", " North East\n", " 7270000\n", - " 0.8\n", - " 0.1\n", + " 0\n", + " 0\n", " 0.2\n", " 0.8\n", - " 0.8\n", + " 0\n", " 0.2\n", " 0.8\n", " 0.8\n", - " 0.85\n", + " 0\n", " \n", " \n", " Bayelsa\n", " South South\n", " 2606000\n", - " 0.5\n", - " 0.8\n", + " 0\n", + " 0\n", " 0.6\n", " 0.1\n", - " 0.9\n", + " 0\n", " 0.5\n", " 0.2\n", " 0.7\n", - " 1.00\n", + " 1\n", " \n", " \n", " Benue\n", " North Central\n", " 6376000\n", + " 0\n", + " 0\n", " 0.5\n", " 0.7\n", - " 0.5\n", - " 0.7\n", - " 0.4\n", + " 0\n", " 0.4\n", " 0.3\n", " 0.5\n", - " 0.91\n", + " 0\n", " \n", " \n", " Borno\n", " North East\n", " 6651000\n", - " 0.9\n", - " 0.3\n", + " 0\n", + " 0\n", " 0.1\n", " 1.0\n", - " 1.0\n", + " 1\n", " 0.1\n", " 0.7\n", " 0.9\n", - " 0.89\n", + " 0\n", " \n", " \n", " Cross river\n", " South South\n", " 4272000\n", - " 0.5\n", - " 0.4\n", + " 0\n", + " 0\n", " 0.7\n", " 0.8\n", - " 0.1\n", + " 0\n", " 0.4\n", " 0.4\n", " 0.6\n", - " 0.98\n", + " 0\n", " \n", " \n", " Delta\n", " South South\n", " 6303000\n", - " 0.4\n", - " 0.6\n", + " 0\n", + " 0\n", " 0.7\n", " 0.2\n", - " 1.0\n", + " 1\n", " 0.6\n", " 0.5\n", " 0.4\n", - " 1.08\n", + " 1\n", " \n", " \n", " Ebonyi\n", " South South\n", " 3192000\n", - " 0.6\n", - " 1.0\n", + " 0\n", + " 1\n", " 0.0\n", " 0.6\n", - " 0.1\n", + " 0\n", " 0.7\n", " 0.3\n", " 0.6\n", - " 1.00\n", + " 1\n", " \n", " \n", " Edo\n", " South South\n", " 4705000\n", - " 0.1\n", - " 0.9\n", + " 0\n", + " 0\n", " 0.8\n", " 0.1\n", - " 0.1\n", + " 0\n", " 0.5\n", " 0.4\n", " 0.3\n", - " 1.09\n", + " 1\n", " \n", " \n", " Ekiti\n", " South West\n", " 3593000\n", - " 0.3\n", - " 0.8\n", + " 0\n", + " 0\n", " 0.3\n", " 0.5\n", - " 0.2\n", + " 0\n", " 0.8\n", " 0.1\n", " 0.4\n", - " 1.03\n", + " 1\n", " \n", " \n", " Enugu\n", " South East\n", " 4801000\n", - " 0.2\n", - " 0.9\n", + " 0\n", + " 0\n", " 0.4\n", " 0.0\n", - " 0.3\n", + " 0\n", " 0.7\n", " 0.4\n", " 0.1\n", - " 1.14\n", + " 1\n", " \n", " \n", " FCT\n", " North Central\n", " 4865000\n", - " 0.3\n", - " 0.0\n", + " 0\n", + " 0\n", " 0.9\n", " 0.4\n", - " 0.6\n", + " 0\n", " 0.9\n", " 0.6\n", " 0.2\n", - " 0.79\n", + " 0\n", " \n", " \n", " Gombe\n", " North East\n", " 3692000\n", - " 1.0\n", - " 0.4\n", + " 1\n", + " 0\n", " 0.4\n", " 0.9\n", - " 0.9\n", + " 0\n", " 0.3\n", " 0.8\n", " 0.7\n", - " 0.83\n", + " 0\n", " \n", " \n", " Imo\n", " South East\n", " 6018000\n", - " 0.4\n", - " 1.0\n", + " 0\n", + " 1\n", " 0.9\n", " 0.0\n", - " 0.4\n", + " 0\n", " 0.9\n", " 0.4\n", " 0.0\n", - " 1.12\n", + " 1\n", " \n", " \n", " Jigawa\n", " North West\n", " 6435000\n", - " 0.9\n", - " 0.4\n", + " 0\n", + " 0\n", " 0.0\n", " 0.7\n", - " 0.6\n", + " 0\n", " 0.5\n", " 0.9\n", " 0.8\n", - " 0.92\n", + " 0\n", " \n", " \n", " Kaduna\n", " North West\n", " 9227000\n", - " 0.7\n", - " 0.1\n", + " 0\n", + " 0\n", " 0.9\n", " 0.8\n", - " 0.9\n", + " 0\n", " 0.4\n", " 0.6\n", " 0.4\n", - " 0.86\n", + " 0\n", " \n", " \n", " Kano\n", " North West\n", " 14726000\n", - " 0.6\n", - " 0.2\n", + " 0\n", + " 0\n", " 0.1\n", " 0.3\n", - " 0.4\n", + " 0\n", " 0.8\n", " 0.8\n", " 0.5\n", - " 0.87\n", + " 0\n", " \n", " \n", " Katsina\n", " North West\n", " 8713000\n", - " 0.7\n", - " 0.1\n", + " 0\n", + " 0\n", " 0.1\n", " 0.3\n", - " 0.2\n", + " 0\n", " 0.6\n", " 0.9\n", " 0.8\n", - " 0.85\n", + " 0\n", " \n", " \n", " Kebbi\n", " North West\n", " 4968000\n", - " 0.8\n", - " 0.2\n", + " 0\n", + " 0\n", " 0.3\n", " 0.4\n", - " 0.9\n", + " 0\n", " 0.1\n", " 0.9\n", " 0.9\n", - " 0.85\n", + " 0\n", " \n", " \n", " Kogi\n", " North Central\n", " 4970000\n", - " 0.1\n", - " 0.3\n", + " 0\n", + " 0\n", " 0.2\n", " 0.5\n", - " 0.5\n", + " 0\n", " 0.4\n", " 0.3\n", " 0.6\n", - " 0.87\n", + " 0\n", " \n", " \n", " Kwara\n", " North Central\n", " 3524000\n", - " 0.3\n", - " 0.4\n", + " 0\n", + " 0\n", " 0.3\n", " 0.2\n", - " 0.4\n", + " 0\n", " 0.2\n", " 0.6\n", " 0.7\n", - " 0.93\n", + " 0\n", " \n", " \n", " Lagos\n", " South West\n", " 13992000\n", - " 0.0\n", - " 0.1\n", + " 0\n", + " 0\n", " 1.0\n", " 0.3\n", - " 0.1\n", + " 0\n", " 1.0\n", " 0.1\n", " 0.4\n", - " 0.93\n", + " 0\n", " \n", " \n", " Nassarawa\n", " North Central\n", " 2783000\n", - " 0.1\n", - " 0.3\n", + " 0\n", + " 0\n", " 0.5\n", " 0.9\n", - " 0.0\n", + " 0\n", " 0.1\n", " 0.6\n", " 0.5\n", - " 0.85\n", + " 0\n", " \n", " \n", " Niger\n", " North Central\n", " 6260000\n", - " 0.6\n", - " 0.0\n", + " 0\n", + " 0\n", " 0.6\n", " 0.3\n", - " 0.7\n", + " 0\n", " 0.1\n", " 0.8\n", " 0.8\n", - " 0.84\n", + " 0\n", " \n", " \n", " Ogun\n", " South West\n", " 5878000\n", - " 0.3\n", - " 0.6\n", + " 0\n", + " 0\n", " 0.7\n", " 0.5\n", - " 0.6\n", + " 0\n", " 0.6\n", " 0.0\n", " 0.2\n", - " 1.07\n", + " 1\n", " \n", " \n", " Ondo\n", " South West\n", " 5185000\n", - " 0.1\n", - " 0.8\n", + " 0\n", + " 0\n", " 0.5\n", " 0.1\n", - " 0.3\n", + " 0\n", " 0.6\n", " 0.3\n", " 0.3\n", - " 1.04\n", + " 1\n", " \n", " \n", " Osun\n", " South West\n", " 5252000\n", - " 0.0\n", - " 0.7\n", + " 0\n", + " 0\n", " 0.4\n", " 0.4\n", - " 0.0\n", + " 0\n", " 0.8\n", " 0.1\n", " 0.2\n", - " 1.06\n", + " 1\n", " \n", " \n", " Oyo\n", " South West\n", " 8737000\n", - " 0.2\n", - " 0.7\n", + " 0\n", + " 0\n", " 0.8\n", " 0.2\n", - " 0.8\n", + " 0\n", " 0.6\n", " 0.2\n", " 0.3\n", - " 1.06\n", + " 1\n", " \n", " \n", " Plateau\n", " North Central\n", " 4766000\n", - " 0.4\n", - " 0.5\n", + " 0\n", + " 0\n", " 0.4\n", " 0.8\n", - " 0.3\n", + " 0\n", " 0.3\n", " 0.5\n", " 0.3\n", - " 0.93\n", + " 0\n", " \n", " \n", " Rivers\n", " South South\n", " 7763000\n", - " 0.4\n", - " 0.5\n", + " 0\n", + " 0\n", " 0.9\n", " 0.6\n", - " 0.6\n", + " 0\n", " 0.9\n", " 0.1\n", " 0.1\n", - " 1.00\n", + " 1\n", " \n", " \n", " Sokoto\n", " North West\n", " 5612000\n", - " 0.9\n", - " 0.3\n", + " 0\n", + " 0\n", " 0.2\n", " 0.4\n", - " 0.7\n", + " 0\n", " 0.3\n", " 1.0\n", " 1.0\n", - " 0.89\n", + " 0\n", " \n", " \n", " Taraba\n", " North East\n", " 3387000\n", - " 0.8\n", - " 0.6\n", + " 0\n", + " 0\n", " 0.8\n", " 0.9\n", - " 0.5\n", + " 0\n", " 0.0\n", " 0.7\n", " 0.9\n", - " 0.86\n", + " 0\n", " \n", " \n", " Yobe\n", " North East\n", " 3723000\n", - " 1.0\n", - " 0.6\n", + " 1\n", + " 0\n", " 0.3\n", " 1.0\n", - " 0.5\n", + " 0\n", " 0.0\n", " 0.9\n", " 1.0\n", - " 0.87\n", + " 0\n", " \n", " \n", " Zamfara\n", " North West\n", " 4974000\n", - " 0.9\n", - " 0.2\n", + " 0\n", + " 0\n", " 0.1\n", " 0.7\n", - " 0.8\n", + " 0\n", " 0.2\n", " 1.0\n", " 0.9\n", - " 0.87\n", + " 0\n", " \n", " \n", "\n", @@ -9761,126 +10034,126 @@ "text/plain": [ " region Population Overall CCVI Index Age \\\n", "states \n", - "Abia South East 4190000 0.2 0.9 \n", - "Adamawa North East 4672000 0.8 0.5 \n", - "Akwa Ibom South East 6093000 0.7 0.8 \n", - "Anambra South East 6050000 0.6 0.9 \n", - "Bauchi North East 7270000 0.8 0.1 \n", - "Bayelsa South South 2606000 0.5 0.8 \n", - "Benue North Central 6376000 0.5 0.7 \n", - "Borno North East 6651000 0.9 0.3 \n", - "Cross river South South 4272000 0.5 0.4 \n", - "Delta South South 6303000 0.4 0.6 \n", - "Ebonyi South South 3192000 0.6 1.0 \n", - "Edo South South 4705000 0.1 0.9 \n", - "Ekiti South West 3593000 0.3 0.8 \n", - "Enugu South East 4801000 0.2 0.9 \n", - "FCT North Central 4865000 0.3 0.0 \n", - "Gombe North East 3692000 1.0 0.4 \n", - "Imo South East 6018000 0.4 1.0 \n", - "Jigawa North West 6435000 0.9 0.4 \n", - "Kaduna North West 9227000 0.7 0.1 \n", - "Kano North West 14726000 0.6 0.2 \n", - "Katsina North West 8713000 0.7 0.1 \n", - "Kebbi North West 4968000 0.8 0.2 \n", - "Kogi North Central 4970000 0.1 0.3 \n", - "Kwara North Central 3524000 0.3 0.4 \n", - "Lagos South West 13992000 0.0 0.1 \n", - "Nassarawa North Central 2783000 0.1 0.3 \n", - "Niger North Central 6260000 0.6 0.0 \n", - "Ogun South West 5878000 0.3 0.6 \n", - "Ondo South West 5185000 0.1 0.8 \n", - "Osun South West 5252000 0.0 0.7 \n", - "Oyo South West 8737000 0.2 0.7 \n", - "Plateau North Central 4766000 0.4 0.5 \n", - "Rivers South South 7763000 0.4 0.5 \n", - "Sokoto North West 5612000 0.9 0.3 \n", - "Taraba North East 3387000 0.8 0.6 \n", - "Yobe North East 3723000 1.0 0.6 \n", - "Zamfara North West 4974000 0.9 0.2 \n", + "Abia South East 4190000 0 0 \n", + "Adamawa North East 4672000 0 0 \n", + "Akwa Ibom South East 6093000 0 0 \n", + "Anambra South East 6050000 0 0 \n", + "Bauchi North East 7270000 0 0 \n", + "Bayelsa South South 2606000 0 0 \n", + "Benue North Central 6376000 0 0 \n", + "Borno North East 6651000 0 0 \n", + "Cross river South South 4272000 0 0 \n", + "Delta South South 6303000 0 0 \n", + "Ebonyi South South 3192000 0 1 \n", + "Edo South South 4705000 0 0 \n", + "Ekiti South West 3593000 0 0 \n", + "Enugu South East 4801000 0 0 \n", + "FCT North Central 4865000 0 0 \n", + "Gombe North East 3692000 1 0 \n", + "Imo South East 6018000 0 1 \n", + "Jigawa North West 6435000 0 0 \n", + "Kaduna North West 9227000 0 0 \n", + "Kano North West 14726000 0 0 \n", + "Katsina North West 8713000 0 0 \n", + "Kebbi North West 4968000 0 0 \n", + "Kogi North Central 4970000 0 0 \n", + "Kwara North Central 3524000 0 0 \n", + "Lagos South West 13992000 0 0 \n", + "Nassarawa North Central 2783000 0 0 \n", + "Niger North Central 6260000 0 0 \n", + "Ogun South West 5878000 0 0 \n", + "Ondo South West 5185000 0 0 \n", + "Osun South West 5252000 0 0 \n", + "Oyo South West 8737000 0 0 \n", + "Plateau North Central 4766000 0 0 \n", + "Rivers South South 7763000 0 0 \n", + "Sokoto North West 5612000 0 0 \n", + "Taraba North East 3387000 0 0 \n", + "Yobe North East 3723000 1 0 \n", + "Zamfara North West 4974000 0 0 \n", "\n", " Epidemiological Fragility Health System Population Density \\\n", "states \n", - "Abia 0.6 0.1 0.3 0.9 \n", - "Adamawa 0.6 0.9 0.7 0.3 \n", - "Akwa Ibom 0.7 0.6 0.8 0.8 \n", - "Anambra 1.0 0.6 0.2 1.0 \n", - "Bauchi 0.2 0.8 0.8 0.2 \n", - "Bayelsa 0.6 0.1 0.9 0.5 \n", - "Benue 0.5 0.7 0.4 0.4 \n", - "Borno 0.1 1.0 1.0 0.1 \n", - "Cross river 0.7 0.8 0.1 0.4 \n", - "Delta 0.7 0.2 1.0 0.6 \n", - "Ebonyi 0.0 0.6 0.1 0.7 \n", - "Edo 0.8 0.1 0.1 0.5 \n", - "Ekiti 0.3 0.5 0.2 0.8 \n", - "Enugu 0.4 0.0 0.3 0.7 \n", - "FCT 0.9 0.4 0.6 0.9 \n", - "Gombe 0.4 0.9 0.9 0.3 \n", - "Imo 0.9 0.0 0.4 0.9 \n", - "Jigawa 0.0 0.7 0.6 0.5 \n", - "Kaduna 0.9 0.8 0.9 0.4 \n", - "Kano 0.1 0.3 0.4 0.8 \n", - "Katsina 0.1 0.3 0.2 0.6 \n", - "Kebbi 0.3 0.4 0.9 0.1 \n", - "Kogi 0.2 0.5 0.5 0.4 \n", - "Kwara 0.3 0.2 0.4 0.2 \n", - "Lagos 1.0 0.3 0.1 1.0 \n", - "Nassarawa 0.5 0.9 0.0 0.1 \n", - "Niger 0.6 0.3 0.7 0.1 \n", - "Ogun 0.7 0.5 0.6 0.6 \n", - "Ondo 0.5 0.1 0.3 0.6 \n", - "Osun 0.4 0.4 0.0 0.8 \n", - "Oyo 0.8 0.2 0.8 0.6 \n", - "Plateau 0.4 0.8 0.3 0.3 \n", - "Rivers 0.9 0.6 0.6 0.9 \n", - "Sokoto 0.2 0.4 0.7 0.3 \n", - "Taraba 0.8 0.9 0.5 0.0 \n", - "Yobe 0.3 1.0 0.5 0.0 \n", - "Zamfara 0.1 0.7 0.8 0.2 \n", + "Abia 0.6 0.1 0 0.9 \n", + "Adamawa 0.6 0.9 0 0.3 \n", + "Akwa Ibom 0.7 0.6 0 0.8 \n", + "Anambra 1.0 0.6 0 1.0 \n", + "Bauchi 0.2 0.8 0 0.2 \n", + "Bayelsa 0.6 0.1 0 0.5 \n", + "Benue 0.5 0.7 0 0.4 \n", + "Borno 0.1 1.0 1 0.1 \n", + "Cross river 0.7 0.8 0 0.4 \n", + "Delta 0.7 0.2 1 0.6 \n", + "Ebonyi 0.0 0.6 0 0.7 \n", + "Edo 0.8 0.1 0 0.5 \n", + "Ekiti 0.3 0.5 0 0.8 \n", + "Enugu 0.4 0.0 0 0.7 \n", + "FCT 0.9 0.4 0 0.9 \n", + "Gombe 0.4 0.9 0 0.3 \n", + "Imo 0.9 0.0 0 0.9 \n", + "Jigawa 0.0 0.7 0 0.5 \n", + "Kaduna 0.9 0.8 0 0.4 \n", + "Kano 0.1 0.3 0 0.8 \n", + "Katsina 0.1 0.3 0 0.6 \n", + "Kebbi 0.3 0.4 0 0.1 \n", + "Kogi 0.2 0.5 0 0.4 \n", + "Kwara 0.3 0.2 0 0.2 \n", + "Lagos 1.0 0.3 0 1.0 \n", + "Nassarawa 0.5 0.9 0 0.1 \n", + "Niger 0.6 0.3 0 0.1 \n", + "Ogun 0.7 0.5 0 0.6 \n", + "Ondo 0.5 0.1 0 0.6 \n", + "Osun 0.4 0.4 0 0.8 \n", + "Oyo 0.8 0.2 0 0.6 \n", + "Plateau 0.4 0.8 0 0.3 \n", + "Rivers 0.9 0.6 0 0.9 \n", + "Sokoto 0.2 0.4 0 0.3 \n", + "Taraba 0.8 0.9 0 0.0 \n", + "Yobe 0.3 1.0 0 0.0 \n", + "Zamfara 0.1 0.7 0 0.2 \n", "\n", " Socio-Economic Transport Availability Acute IHR \n", "states \n", - "Abia 0.2 0.0 1.14 \n", - "Adamawa 0.7 0.6 0.94 \n", - "Akwa Ibom 0.5 0.1 1.01 \n", - "Anambra 0.0 0.1 1.08 \n", - "Bauchi 0.8 0.8 0.85 \n", - "Bayelsa 0.2 0.7 1.00 \n", - "Benue 0.3 0.5 0.91 \n", - "Borno 0.7 0.9 0.89 \n", - "Cross river 0.4 0.6 0.98 \n", - "Delta 0.5 0.4 1.08 \n", - "Ebonyi 0.3 0.6 1.00 \n", - "Edo 0.4 0.3 1.09 \n", - "Ekiti 0.1 0.4 1.03 \n", - "Enugu 0.4 0.1 1.14 \n", - "FCT 0.6 0.2 0.79 \n", - "Gombe 0.8 0.7 0.83 \n", - "Imo 0.4 0.0 1.12 \n", - "Jigawa 0.9 0.8 0.92 \n", - "Kaduna 0.6 0.4 0.86 \n", - "Kano 0.8 0.5 0.87 \n", - "Katsina 0.9 0.8 0.85 \n", - "Kebbi 0.9 0.9 0.85 \n", - "Kogi 0.3 0.6 0.87 \n", - "Kwara 0.6 0.7 0.93 \n", - "Lagos 0.1 0.4 0.93 \n", - "Nassarawa 0.6 0.5 0.85 \n", - "Niger 0.8 0.8 0.84 \n", - "Ogun 0.0 0.2 1.07 \n", - "Ondo 0.3 0.3 1.04 \n", - "Osun 0.1 0.2 1.06 \n", - "Oyo 0.2 0.3 1.06 \n", - "Plateau 0.5 0.3 0.93 \n", - "Rivers 0.1 0.1 1.00 \n", - "Sokoto 1.0 1.0 0.89 \n", - "Taraba 0.7 0.9 0.86 \n", - "Yobe 0.9 1.0 0.87 \n", - "Zamfara 1.0 0.9 0.87 " + "Abia 0.2 0.0 1 \n", + "Adamawa 0.7 0.6 0 \n", + "Akwa Ibom 0.5 0.1 1 \n", + "Anambra 0.0 0.1 1 \n", + "Bauchi 0.8 0.8 0 \n", + "Bayelsa 0.2 0.7 1 \n", + "Benue 0.3 0.5 0 \n", + "Borno 0.7 0.9 0 \n", + "Cross river 0.4 0.6 0 \n", + "Delta 0.5 0.4 1 \n", + "Ebonyi 0.3 0.6 1 \n", + "Edo 0.4 0.3 1 \n", + "Ekiti 0.1 0.4 1 \n", + "Enugu 0.4 0.1 1 \n", + "FCT 0.6 0.2 0 \n", + "Gombe 0.8 0.7 0 \n", + "Imo 0.4 0.0 1 \n", + "Jigawa 0.9 0.8 0 \n", + "Kaduna 0.6 0.4 0 \n", + "Kano 0.8 0.5 0 \n", + "Katsina 0.9 0.8 0 \n", + "Kebbi 0.9 0.9 0 \n", + "Kogi 0.3 0.6 0 \n", + "Kwara 0.6 0.7 0 \n", + "Lagos 0.1 0.4 0 \n", + "Nassarawa 0.6 0.5 0 \n", + "Niger 0.8 0.8 0 \n", + "Ogun 0.0 0.2 1 \n", + "Ondo 0.3 0.3 1 \n", + "Osun 0.1 0.2 1 \n", + "Oyo 0.2 0.3 1 \n", + "Plateau 0.5 0.3 0 \n", + "Rivers 0.1 0.1 1 \n", + "Sokoto 1.0 1.0 0 \n", + "Taraba 0.7 0.9 0 \n", + "Yobe 0.9 1.0 0 \n", + "Zamfara 1.0 0.9 0 " ] }, - "execution_count": 437, + "execution_count": 241, "metadata": {}, "output_type": "execute_result" } @@ -9900,19 +10173,19 @@ }, { "cell_type": "code", - "execution_count": 438, + "execution_count": null, "id": "830cf810", "metadata": {}, "outputs": [], "source": [ "# applying groupby() function to\n", "# group the data on states value.\n", - "Covid_budget = dfdff.groupby('states')" + "Covid_budget = dfBudget.groupby('states')" ] }, { "cell_type": "code", - "execution_count": 439, + "execution_count": null, "id": "1f69cbf5", "metadata": { "collapsed": true @@ -10180,7 +10453,7 @@ "Zamfara 188.50 127.30" ] }, - "execution_count": 439, + "execution_count": 243, "metadata": {}, "output_type": "execute_result" } @@ -10194,24 +10467,55 @@ "id": "6752242a", "metadata": {}, "source": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", "# CovidNig" ] }, { "cell_type": "code", - "execution_count": 440, + "execution_count": null, "id": "37096212", "metadata": {}, "outputs": [], "source": [ "# applying groupby() function to\n", "# group the data on states value.\n", - "Covid_Nig = dfdf.groupby('States Affected')" + "Covid_Nig = dfCovidNig.groupby('States Affected')" ] }, { "cell_type": "code", - "execution_count": 443, + "execution_count": null, "id": "333c80a8", "metadata": { "collapsed": true @@ -10317,23 +10621,23 @@ " \n", " \n", " Delta\n", - " 1,843\n", + " 1843\n", " 57\n", - " 1,737\n", + " 1737\n", " 49\n", " \n", " \n", " Ebonyi\n", - " 1,091\n", + " 1091\n", " 24\n", - " 1,037\n", + " 1037\n", " 30\n", " \n", " \n", " Edo\n", - " 2,768\n", + " 2768\n", " 52\n", - " 2,603\n", + " 2603\n", " 113\n", " \n", " \n", @@ -10345,21 +10649,21 @@ " \n", " \n", " Enugu\n", - " 1,376\n", + " 1376\n", " 34\n", - " 1,321\n", + " 1321\n", " 21\n", " \n", " \n", " FCT\n", - " 9,627\n", - " 2,840\n", - " 6,694\n", + " 9627\n", + " 2840\n", + " 6694\n", " 93\n", " \n", " \n", " Gombe\n", - " 1,164\n", + " 1164\n", " 183\n", " 950\n", " 31\n", @@ -10380,23 +10684,23 @@ " \n", " \n", " Kaduna\n", - " 4,504\n", + " 4504\n", " 579\n", - " 3,877\n", + " 3877\n", " 48\n", " \n", " \n", " Kano\n", - " 2,032\n", + " 2032\n", " 198\n", - " 1,778\n", + " 1778\n", " 56\n", " \n", " \n", " Katsina\n", - " 1,405\n", + " 1405\n", " 214\n", - " 1,167\n", + " 1167\n", " 24\n", " \n", " \n", @@ -10415,16 +10719,16 @@ " \n", " \n", " Kwara\n", - " 1,296\n", + " 1296\n", " 171\n", - " 1,094\n", + " 1094\n", " 31\n", " \n", " \n", " Lagos\n", - " 26,708\n", - " 2,435\n", - " 24,037\n", + " 26708\n", + " 2435\n", + " 24037\n", " 236\n", " \n", " \n", @@ -10443,16 +10747,16 @@ " \n", " \n", " Ogun\n", - " 2,382\n", + " 2382\n", " 174\n", - " 2,175\n", + " 2175\n", " 33\n", " \n", " \n", " Ondo\n", - " 1,793\n", + " 1793\n", " 62\n", - " 1,690\n", + " 1690\n", " 41\n", " \n", " \n", @@ -10464,23 +10768,23 @@ " \n", " \n", " Oyo\n", - " 3,788\n", + " 3788\n", " 368\n", - " 3,374\n", + " 3374\n", " 46\n", " \n", " \n", " Plateau\n", - " 4,262\n", + " 4262\n", " 280\n", - " 3,948\n", + " 3948\n", " 34\n", " \n", " \n", " Rivers\n", - " 3,279\n", + " 3279\n", " 232\n", - " 2,987\n", + " 2987\n", " 60\n", " \n", " \n", @@ -10516,88 +10820,88 @@ "" ], "text/plain": [ - " No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", - "States Affected \n", - "Abia 980 25 \n", - "Adamawa 355 96 \n", - "Akwa Ibom 395 44 \n", - "Anambra 299 6 \n", - "Bauchi 897 108 \n", - "Bayelsa 497 55 \n", - "Benue 515 44 \n", - "Borno 778 37 \n", - "Cross River 93 1 \n", - "Delta 1,843 57 \n", - "Ebonyi 1,091 24 \n", - "Edo 2,768 52 \n", - "Ekiti 405 24 \n", - "Enugu 1,376 34 \n", - "FCT 9,627 2,840 \n", - "Gombe 1,164 183 \n", - "Imo 734 61 \n", - "Jigawa 386 57 \n", - "Kaduna 4,504 579 \n", - "Kano 2,032 198 \n", - "Katsina 1,405 214 \n", - "Kebbi 143 5 \n", - "Kogi 5 0 \n", - "Kwara 1,296 171 \n", - "Lagos 26,708 2,435 \n", - "Nasarawa 600 262 \n", - "Niger 381 69 \n", - "Ogun 2,382 174 \n", - "Ondo 1,793 62 \n", - "Osun 979 20 \n", - "Oyo 3,788 368 \n", - "Plateau 4,262 280 \n", - "Rivers 3,279 232 \n", - "Sokoto 228 40 \n", - "Taraba 203 19 \n", - "Yobe 164 33 \n", - "Zamfara 79 1 \n", - "\n", - " No. Discharged No. of Deaths \n", - "States Affected \n", - "Abia 945 10 \n", - "Adamawa 238 21 \n", - "Akwa Ibom 342 9 \n", - "Anambra 274 19 \n", - "Bauchi 775 14 \n", - "Bayelsa 421 21 \n", - "Benue 460 11 \n", - "Borno 705 36 \n", - "Cross River 81 11 \n", - "Delta 1,737 49 \n", - "Ebonyi 1,037 30 \n", - "Edo 2,603 113 \n", - "Ekiti 375 6 \n", - "Enugu 1,321 21 \n", - "FCT 6,694 93 \n", - "Gombe 950 31 \n", - "Imo 661 12 \n", - "Jigawa 318 11 \n", - "Kaduna 3,877 48 \n", - "Kano 1,778 56 \n", - "Katsina 1,167 24 \n", - "Kebbi 130 8 \n", - "Kogi 3 2 \n", - "Kwara 1,094 31 \n", - "Lagos 24,037 236 \n", - "Nasarawa 325 13 \n", - "Niger 300 12 \n", - "Ogun 2,175 33 \n", - "Ondo 1,690 41 \n", - "Osun 937 22 \n", - "Oyo 3,374 46 \n", - "Plateau 3,948 34 \n", - "Rivers 2,987 60 \n", - "Sokoto 171 17 \n", - "Taraba 177 7 \n", - "Yobe 123 8 \n", - "Zamfara 73 5 " + " No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "States Affected \n", + "Abia 980 25 \n", + "Adamawa 355 96 \n", + "Akwa Ibom 395 44 \n", + "Anambra 299 6 \n", + "Bauchi 897 108 \n", + "Bayelsa 497 55 \n", + "Benue 515 44 \n", + "Borno 778 37 \n", + "Cross River 93 1 \n", + "Delta 1843 57 \n", + "Ebonyi 1091 24 \n", + "Edo 2768 52 \n", + "Ekiti 405 24 \n", + "Enugu 1376 34 \n", + "FCT 9627 2840 \n", + "Gombe 1164 183 \n", + "Imo 734 61 \n", + "Jigawa 386 57 \n", + "Kaduna 4504 579 \n", + "Kano 2032 198 \n", + "Katsina 1405 214 \n", + "Kebbi 143 5 \n", + "Kogi 5 0 \n", + "Kwara 1296 171 \n", + "Lagos 26708 2435 \n", + "Nasarawa 600 262 \n", + "Niger 381 69 \n", + "Ogun 2382 174 \n", + "Ondo 1793 62 \n", + "Osun 979 20 \n", + "Oyo 3788 368 \n", + "Plateau 4262 280 \n", + "Rivers 3279 232 \n", + "Sokoto 228 40 \n", + "Taraba 203 19 \n", + "Yobe 164 33 \n", + "Zamfara 79 1 \n", + "\n", + " No. Discharged No. of Deaths \n", + "States Affected \n", + "Abia 945 10 \n", + "Adamawa 238 21 \n", + "Akwa Ibom 342 9 \n", + "Anambra 274 19 \n", + "Bauchi 775 14 \n", + "Bayelsa 421 21 \n", + "Benue 460 11 \n", + "Borno 705 36 \n", + "Cross River 81 11 \n", + "Delta 1737 49 \n", + "Ebonyi 1037 30 \n", + "Edo 2603 113 \n", + "Ekiti 375 6 \n", + "Enugu 1321 21 \n", + "FCT 6694 93 \n", + "Gombe 950 31 \n", + "Imo 661 12 \n", + "Jigawa 318 11 \n", + "Kaduna 3877 48 \n", + "Kano 1778 56 \n", + "Katsina 1167 24 \n", + "Kebbi 130 8 \n", + "Kogi 3 2 \n", + "Kwara 1094 31 \n", + "Lagos 24037 236 \n", + "Nasarawa 325 13 \n", + "Niger 300 12 \n", + "Ogun 2175 33 \n", + "Ondo 1690 41 \n", + "Osun 937 22 \n", + "Oyo 3374 46 \n", + "Plateau 3948 34 \n", + "Rivers 2987 60 \n", + "Sokoto 171 17 \n", + "Taraba 177 7 \n", + "Yobe 123 8 \n", + "Zamfara 73 5 " ] }, - "execution_count": 443, + "execution_count": 245, "metadata": {}, "output_type": "execute_result" } @@ -10616,17 +10920,17 @@ }, { "cell_type": "code", - "execution_count": 243, + "execution_count": null, "id": "596a27c1", "metadata": {}, "outputs": [], "source": [ - "top_10_confirmd = dfdf.nlargest(10, 'No. of Cases (Lab Confirmed)')" + "top_10_confirmd = dfCovidNig.nlargest(10, 'No. of Cases (Lab Confirmed)')" ] }, { "cell_type": "code", - "execution_count": 244, + "execution_count": null, "id": "9def4c72", "metadata": { "collapsed": true @@ -10771,7 +11075,7 @@ "9 1737 49 " ] }, - "execution_count": 244, + "execution_count": 247, "metadata": {}, "output_type": "execute_result" } @@ -10782,75 +11086,237 @@ }, { "cell_type": "code", - "execution_count": 245, - "id": "54b5bbfa", - "metadata": { - "collapsed": true - }, + "execution_count": null, + "id": "59a379c8", + "metadata": {}, "outputs": [ { "data": { - "text/plain": [ - "" - ] - }, - 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States AffectedNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26708243524037236
1FCT96272840669493
2Kaduna4504579387748
3Plateau4262280394834
4Oyo3788368337446
5Rivers3279232298760
6Edo2768522603113
7Ogun2382174217533
8Kano2032198177856
9Delta184357173749
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" + ], + "text/plain": [ + " States Affected No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26708 2435 \n", + "1 FCT 9627 2840 \n", + "2 Kaduna 4504 579 \n", + "3 Plateau 4262 280 \n", + "4 Oyo 3788 368 \n", + "5 Rivers 3279 232 \n", + "6 Edo 2768 52 \n", + "7 Ogun 2382 174 \n", + "8 Kano 2032 198 \n", + "9 Delta 1843 57 \n", + "\n", + " No. Discharged No. of Deaths \n", + "0 24037 236 \n", + "1 6694 93 \n", + "2 3877 48 \n", + "3 3948 34 \n", + "4 3374 46 \n", + "5 2987 60 \n", + "6 2603 113 \n", + "7 2175 33 \n", + "8 1778 56 \n", + "9 1737 49 " + ] + }, + "execution_count": 248, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "# Top 10 Discharged Covid cases." + "top_10_confirmd" ] }, { "cell_type": "code", - "execution_count": 790, - "id": "797cb4e0", + "execution_count": null, + "id": "a9ab1ee4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['States Affected', 'No. of Cases (Lab Confirmed)',\n", + " 'No. of Cases (on admission)', 'No. Discharged', 'No. of Deaths'],\n", + " dtype='object')" + ] + }, + "execution_count": 249, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "top_10_confirmd.columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "54b5bbfa", "metadata": { "collapsed": true }, "outputs": [ { - "ename": "TypeError", - "evalue": "Column 'No. Discharged' has dtype object, cannot use method 'nlargest' with this dtype", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[790], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m top_10_Discharged \u001b[38;5;241m=\u001b[39m \u001b[43mdfdf\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mnlargest\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m10\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mNo. Discharged\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32m~\\AppData\\Local\\anaconda3\\lib\\site-packages\\pandas\\core\\frame.py:7338\u001b[0m, in \u001b[0;36mDataFrame.nlargest\u001b[1;34m(self, n, columns, keep)\u001b[0m\n\u001b[0;32m 7233\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mnlargest\u001b[39m(\u001b[38;5;28mself\u001b[39m, n: \u001b[38;5;28mint\u001b[39m, columns: IndexLabel, keep: \u001b[38;5;28mstr\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfirst\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m DataFrame:\n\u001b[0;32m 7234\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 7235\u001b[0m \u001b[38;5;124;03m Return the first `n` rows ordered by `columns` in descending order.\u001b[39;00m\n\u001b[0;32m 7236\u001b[0m \n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 7336\u001b[0m \u001b[38;5;124;03m Brunei 434000 12128 BN\u001b[39;00m\n\u001b[0;32m 7337\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m-> 7338\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43malgorithms\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mSelectNFrame\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mn\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mn\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkeep\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mkeep\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcolumns\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcolumns\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mnlargest\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32m~\\AppData\\Local\\anaconda3\\lib\\site-packages\\pandas\\core\\algorithms.py:1277\u001b[0m, in \u001b[0;36mSelectN.nlargest\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 1275\u001b[0m \u001b[38;5;129m@final\u001b[39m\n\u001b[0;32m 1276\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mnlargest\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[1;32m-> 1277\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcompute\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mnlargest\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32m~\\AppData\\Local\\anaconda3\\lib\\site-packages\\pandas\\core\\algorithms.py:1408\u001b[0m, in \u001b[0;36mSelectNFrame.compute\u001b[1;34m(self, method)\u001b[0m\n\u001b[0;32m 1406\u001b[0m dtype \u001b[38;5;241m=\u001b[39m frame[column]\u001b[38;5;241m.\u001b[39mdtype\n\u001b[0;32m 1407\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mis_valid_dtype_n_method(dtype):\n\u001b[1;32m-> 1408\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m(\n\u001b[0;32m 1409\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mColumn \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mrepr\u001b[39m(column)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m has dtype \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mdtype\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m, \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 1410\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcannot use method \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mrepr\u001b[39m(method)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m with this dtype\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 1411\u001b[0m )\n\u001b[0;32m 1413\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mget_indexer\u001b[39m(current_indexer, other_indexer):\n\u001b[0;32m 1414\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 1415\u001b[0m \u001b[38;5;124;03m Helper function to concat `current_indexer` and `other_indexer`\u001b[39;00m\n\u001b[0;32m 1416\u001b[0m \u001b[38;5;124;03m depending on `method`\u001b[39;00m\n\u001b[0;32m 1417\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n", - "\u001b[1;31mTypeError\u001b[0m: Column 'No. Discharged' has dtype object, cannot use method 'nlargest' with this dtype" - ] + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 250, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "top_10_Discharged = dfdf.nlargest(10, 'No. Discharged')" + "sns.catplot(kind = 'bar', data = top_10_confirmd, x = 'States Affected', y = 'No. of Cases (Lab Confirmed)', aspect = 4)" + ] + }, + { + "cell_type": "markdown", + "id": "86466286", + "metadata": {}, + "source": [ + "# Top 10 Discharged Covid cases." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "797cb4e0", + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "top_10_Discharged = dfCovidNig.nlargest(10, 'No. Discharged')" ] }, { "cell_type": "code", - "execution_count": 247, + "execution_count": null, "id": "7af5b22a", "metadata": { "collapsed": true @@ -10995,7 +11461,7 @@ "9 1737 49 " ] }, - "execution_count": 247, + "execution_count": 252, "metadata": {}, "output_type": "execute_result" } @@ -11006,7 +11472,7 @@ }, { "cell_type": "code", - "execution_count": 248, + "execution_count": null, "id": "377f6362", "metadata": { "collapsed": true @@ -11015,16 +11481,16 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 248, + "execution_count": 253, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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TOfHEE9OlS5dsu+22ufTSS9OlS5fCOjuTJk3KxRdfnB/84Ae56KKLCq/hBxxwQH73u9/l9ttvz84775xevXrl2WefzVtvvVXtC0xJst9++2XAgAF56qmnlsJvhuXNY489lrvuuisVFRWZNWtWnnrqqRxwwAE16q6//vq0b98+V111VZo3b17Y3rVr11xwwQV57rnn0qNHj0ybNi2XXXZZunfvnuuvv74w665///7Vnqe1NWvWrAwdOrQww7Vfv37ZZZddMmzYsELQvbh/h7A4Pv3007Rp06ZasLcgVR8ET548Ob169cpuu+2WK6+8Mk8//XT69OlTqBs+fHg6deqUzTffPBUVFTn33HNTWVmZ6667rvCFvn322Se9e/fO+eefn7/97W/57W9/u3QeICuUea9v5s6dm88//zwjRozI/fffn/XXXz877rjjfI/dfffdc8EFF+TJJ5/Mj3/848L24cOHp3379tlmm22SfP2FpA8//DBXXXVVtcBl1113zaGHHpqLLrool1xySWH7rFmzcuaZZ2b33XcvbPvzn/+cOXPm5MILLyzMDtlzzz3zy1/+MpMmTcrs2bO9Z6BOXHjhhbnwwgsXuP/RRx9Nq1atcuGFF6Zt27a58cYbC1882muvvXLooYdm2rRphfqPP/44l112WdZaa63ccMMNhWumAw44IGeffXYefvjhPPDAAzXu0gRLakmuV6655ppMmjSp2rXzvvvum/POOy933333EvU1efLkDBw4MH379i1smzVrVoYNG5aXX345W2211RKND3X9frbK4jx3veazrCgqKkrbtm0L1/l//vOfM3PmzNx0003V7j7Tp0+fnHTSSbnqqqtq3HUsyQI/q3znnXfy5JNPZt99982ZZ55ZqN9///1z+OGHZ/To0SktLV3gTHG+HUE3DUqjRo0yfPjwzJgxo1rIPWPGjEKQXfWG6Yknnsjs2bPzk5/8pNpskNVXXz39+vUr3KIoSR555JEkybHHHlvt1s6tWrXK4YcfnoEDB+axxx7LIYccko4dO2b69Om56KKLsttuu2W99dZLo0aNctVVVy3Nh84KqF+/ftl1110XWtOoUaNUVFR8Rx3Bwi3oQ69VVlklP//5zwuzlua1//7758c//nGNi7svvvgirVq1qvZB2Pw8/vjjmTNnTn784x/nyy+/rLZv5513zoMPPpjHH388vXr1yrbbbpuRI0dWe5OWfH1L3DZt2mTy5MmpqKjw7WEW6o477shaa62Vc845JyeffHL+9re/ZdNNN816661Xre76669PWVlZtefb7NmzC9caVc/tF198MdOnT88ee+xR7dayHTt2zM477zzfu9F8Gz/4wQ+q3ca5RYsWWXPNNfP2228Xti3p3yF8U2Vl5WLf6n7eWUm77rprrr766jz44IOFoPudd97Jf/7znxx99NEpKirKW2+9lQ8//DD9+/evcdeavfbaK4MHD87jjz+eX//612Y9scQWdH3TokWL7LHHHjnhhBMW+Dzbeeedc+mll+aBBx4oBN0ffPBBxowZk4MOOiglJSWprKzMyJEjs9Zaa6Vr167VQvWVV145G220UV544YVMnz692q3S513+oiqEueiii7Lffvtlww03TKNGjXLeeect6a8Aqjn44IPz/e9/f4H7mzdvnnfeeScTJ07MAQccUO3uGq1atcqee+6Zv/71r4Vt//znPzN37tzCrL4qRUVFOeGEE/Lwww/nkUceEXpQ55bkeuWRRx5J165dq31BNEmOOuqoJQ66mzRpUuMLVBtssEGGDRuWzz//fInGhqTu389WWZznrtd8liVz5sxJ8vXdlZ5//vlsvfXWadWqVbXr8XXXXTddunTJ448/Pt+ge0HWXXfdPP744zU+X5wyZUpatWqV5Ou/IUF33RB00+A0btw4r732Wh555JGMHz8+EyZMyKRJk1JZWZkkhdDvgw8+SJL5ri8y7wdiH3/8cZo3b55OnTrVqO3evXuSr9fETJKjjz4677zzTu64447ccccdWWmllfK9730v2223XXbYYQfrV1JnunTpUuMDrHl16NChsMaHGRrUt3k/9GrcuHFWWWWVrL766otcH764uDi33HJLRo8enY8++igTJkwovGla1G3fql7vzznnnAXWTJw4sfD/TZo0yX333ZdRo0YVzjV16tRCj4JuFqVHjx65/PLL0759+5x55pn57W9/m1/96le56aabqoUQJSUlmThxYq699tq8//77mThxYiZMmFC4Vqn678cff5wk1W5LW6Uulp5YeeWVa2xr0qRJjS9KLcnfIXxTx44dM3HixJSXly/y2njy5MlJ/vsc69ChQ77//e/nmWeeyZdffpm2bdtm2LBhKSoqKnwB8KOPPkry3+v0byoqKkr37t3zzDPPpLS0dL7Pf/g2qq5vKisr89lnn2Xo0KGFL14s6q4brVu3zvbbb59HHnkkU6ZMSfv27TN8+PAkKXwB8IsvvsjUqVMzderU7LTTTgsca/LkyYXbICapsabf/vvvn9deey0jR47MyJEj06pVq2y22Wb54Q9/mL59+1qjmzrTvXv3Rb5PrXqdXpxrm4W9pnfu3DktWrQofB4Ddam21ytffvllvvjii/kuIbfqqqsWAozaatOmTY1+qibwmOhAXajr97NVFue56zWfZUV5eXm++uqrrLrqqvnwww9TUVGRZ555ZqHX47NmzVqsu4BUadKkSUaOHJkXXnghH374YSZMmJApU6ZU+/yRuiGRo8H5zW9+k4cffjhrrbVWNtpoo/zwhz/Muuuumw8++CAXXHBBoa7qGznfnM1dZd4XpKqQfH6qXnCqQsSVV1451113Xd58880888wzefnll/PPf/4zI0eOzIYbbpirr75a2M13ZtNNN83777+f119/Pd/73vcWWHfeeedl2rRpOemkk7Laaqt9hx2yIlmcD73mZ8yYMTn55JNTXl6e733ve9l6663To0eP9O7dO8cdd9xCX6OT/75On3XWWfP9MC1JYSbJxx9/nGOPPTZTpkzJ5ptvns022yz77LNPNtxww/zpT3/Ka6+9tlg9l5eXmyW4Ajv99NMLAUPfvn3z9NNP5+GHH87555+f3//+94W6yy+/PDfeeGM6d+6cTTbZJFtssUXWXnvtzJ07Nz/72c9qjDt79uwa277NG5+5c+fOd/uivmiSLPnfIXzT5ptvnrvuuiv/+te/svnmmy+wbu7cuRk1alTatGmTddZZp7B9t912yzPPPJORI0dmwIABefjhh7P55punc+fOi3X+ea/fYUnMe32z00475bTTTsull16azz//PKeccspCj99tt93y0EMPZeTIkdl3333z4IMPplevXoVbfVY9XzfaaKMce+yxCxxn3i8czfulvGbNmuXiiy/O2LFj8/TTT+ell17Kiy++mCeffDI33XRTrrvuurRt2/ZbPXZYUotzbbOoa4y5c+fO93MdWFK1vV6ZOnVqkvl/3pjU/MxxYePOjy9ds7Qtrfezi/Pc9ZrPsuKdd95JeXl5Nthgg8K1yXbbbZd99913gcd8m88Bp06dmqOPPjrjxo3LJptskp49e2bXXXdNz549c/vtt+fBBx9c4sfAf0njaFBee+21PPzww9lxxx3zxz/+sdoHt2+88Ua12q5duyb5eqbfN9cLSVJjLe0uXbpk3LhxmThxYo1Z3WPHjk3y9Tc9KysrM3bs2MyaNSs9e/ZMz549c/TRR6esrCy/+93v8uSTT+a5554rrLUGS9tOO+2Uu+66K0OHDl1g0P3ZZ59l2LBhadasWX7zm998xx3Col1xxRWZNm1abr311mqv1+Xl5SktLV3kh7JVwUfr1q1rBO2fffZZRo8enS5duiT5+tZbkydPLqzp/U3z3gau6gK26otTVebMmZOpU6dm1VVX/RaPkuXJvG9uzjrrrLz22mt58MEHs+WWW2bXXXfNJ598ksGDB2fjjTfOFVdcUe3N+ogRI6odX/UFjXmvT5Lkww8/nO+55/fB8ZLcynBJ/w7hm/bYY4/cfffduf7667PZZpst8MsWw4cPz+TJk7PffvtVC6W33XbbtGvXLo8++mjWXHPNTJkyJaeeemphf9VretV1+jdVVlZm3LhxadmyZVq3bl3Hjwy+Djb+7//+Lz/5yU9y8803Z7311svOO++8wPotttginTp1ysiRI7P22mtn0qRJOfzwwwv7V1pppbRo0SJTp06d7xcGX3jhhRQXFy/yixsffPBBvvjii2yyySbp3r17DjnkkMyaNSsXX3xx7rrrrjz00EPZb7/9av/A4Vv4Ntc2Vetgjh07Nj179qy27+OPP86sWbN8WZulorbXK+3bt0+rVq0Kdxb7pqlTp2bKlCnV7i75zfeV35wY4zbk1Je6fj/7bXjNZ1lR9TzeYYcdCp8rzpo1a77X40888cR871iwMHfccUfef//9/PznP88+++xTbZ/X/7rnK2I0KFXrI/To0aPaBWhpaWnuu+++JP/9RuQOO+yQRo0a5Y477kh5eXmh9rPPPstDDz1Ubdwf/ehHSZKrrrqq2jfLpk+fnsGDB6dRo0bZfvvtU1RUlJ///Oc544wzUlZWVqhr1apV4ZYrZnPzXdpss82y/fbb55///GcGDx5cY39ZWVl+8YtfZM6cOTnyyCPdspBlUmlpaZo2bVp4w1NlyJAhmTVrVrXX8KpvCH9zJkifPn1SXFycG264ITNnzqw2xiWXXJKf//zn+fe//104V5Ksvfba1eoee+yxwoduVf+OrLLKKklSOLbKww8/XK0naN26dc4555wUFRXlz3/+cz744INMnTo1lZWV6dq1a7UPBWbOnJkhQ4Yk+e9zbauttkqbNm1y55135quvvirUTpkyJQ888EC1c7Vr1y6NGzfOu+++W20WyPjx4zN69OhaP4Zv83cIi7LBBhvkoIMOyosvvpgLLrhgvs+fZ555JhdddFE6deqU4447rtq+kpKS9OvXL6+99lruv//+tGzZsrBed5Kst9566dKlSx566KG8//771Y695557MnHixBprZkJdatu2bX73u9+lqKgoF1xwQSZNmrTA2qKiouy2224ZPXp0br/99jRt2rTaLREbNWqU7bbbLh988EGNmR3vvvtuTj/99Fx00UWLfJ/55z//OSeeeGI++eSTwramTZtm/fXXL5wHvivrrrtu1lxzzYwYMaLaLWhnzpyZO++8s1rt9ttvn0aNGuWmm27KjBkzCtsrKyvz97//PUm8prNU1PZ6pbi4OD/60Y/y3nvv5YUXXqhWf8stt9SYsTq/95UVFRVLFBZCXVrS97Pfhtd8lgWjRo3KnXfembXWWis77LBDVl555Wy88cZ54YUXMmrUqGq1zz77bM4888z5fu5eZX6fVX755ZdJUmMC5uuvv144R23+hpg/iRzLnFtvvTUPP/zwfPcdc8wxadu2bW688cbMnDkzq6++ej7++OPcf//9heC56r+dOnXKEUcckUGDBuWoo47KzjvvnOnTp+cf//hHpk+fnuS/t/Ls169fHn300TzwwAOZNGlStttuu8yYMSP3339/Pvroo5x00kmFmSNHHXVUzjnnnBx55JHp379/WrdunXfffTd333131ltvvWyxxRZL+1cE1Zx99tmZOnVqLrvssjzyyCPp06dPVlpppYwfPz4PPPBApkyZkj333DMHHnhgfbcK87XddtvlmmuuyUknnZSdd945lZWVefbZZ/PMM8+kadOmmTZtWiorK1NUVJSVVlopxcXFGTVqVO65555stdVW6dq1a44++uhcddVV+clPflJ4bX7iiSfywgsvZJtttikEJNttt12efPLJnH766dljjz3SuHHjjBo1Ko888kiaNm2aWbNm5auvvkrTpk2z2WabpVOnThk2bFiaNGmS9ddfP++8804efPDBGnf/gC222CIHHnhgbr311vzmN7/JtddemzXWWCMPPPBAmjdvnnXWWadwh43PPvssSQqhdrNmzXLWWWfl7LPPziGHHJI999wzlZWVufPOO2vctq1p06bZcccd8+CDD+bUU0/NjjvumMmTJ+cf//hHunTpUiP0W1zf5u8QFsdJJ52UioqK3HbbbXnhhRey0047pXPnzikrK8sLL7yQ5557LmuvvXbOO++8+a5lufvuu+e2227LiBEjMmDAgGpf1mvUqFF+/etf5/TTT88RRxyRvfbaK507d84bb7xReI0+8cQTv8uHywroe9/7Xvbff//cfvvtOffcc/PXv/51gbX9+/fPNddckyeeeCL9+vWr8Zw/6aSTMmrUqPy/9u49Kqsq/+P4W24CIhKimGmI4ASK4C0qtSY1L4RMjhcmo0SB6OKlqbyM2E2ym1grQ6c0sGCBt1IeuZil2SJsISaVipqDjJooI2pSAt6eB35/sDi/GBCoNMX5vP7Cvfc5Z599lqzn4Xv29zt//ny+/vpr/Pz8OHHiBOvWrcPa2prZs2c3OZ/JkyeTn5/Po48+ypgxY3Bzc+OHH35g3bp1uLu7M3z48N99zyJQk02vsRcnbGxsGD58ODExMcyYMYMpU6YQGhqKg4MD6enpxt9janXp0oXHH3+cpUuX8vDDDzN69GgcHBzIzs4mPz+fwYMHExQUdLVvS/5H/dbPK4899hhfffUVzzzzDOPGjePWW29l586dfPXVV0Dd0kHBwcF88sknPPfcc0ycOBEHBwc+/fRTIwW6yPXg93yf/TX0O1/+SL/8zFJVVcXZs2fZs2cPW7duxdXVlYULFxovk86ZM4fHHnuM6dOnM2bMGLy9vTl8+DDr16+nXbt2jZYrauhvlXfffTdr1qzhpZdeYvz48bRt25b9+/eTlZWFtbW1USNcrgwFuuW6k5OTc9m+8PBw4uPjWbp0KWlpaVy6dImOHTsydOhQwsLCmDBhArm5uYSHhwPw6KOP0r59e9auXcuSJUtwcXEhJCSECxcusHLlSuOPx9bW1sTFxbF69WqysrJYsmQJ9vb2+Pr6MmvWLO666y5jDkFBQTg4OLB69WpSUlIoLy/H3d2dBx98kClTpmhHt/zh2rZtS3x8PJ999hlZWVmsW7eOH3/8kTZt2uDn58f48ePrpWgWuZ5ERERgbW1NVlYWb7/9Ns7Oznh4eLBw4UL27dvHhx9+yDfffEP//v1xdHRk2rRpJCcns2jRIubMmUNISAiRkZF0796d1atXk5ycjMVi4ZZbbmHGjBmEhoYaH2xDQkKMnSRLlizB0dGRW265hblz51JVVcVrr73G9u3bGT16NNbW1sTHx7NkyRI+++wzNm7cSK9evYiPjycxMbHBlLnyv+3JJ59kx44dHDhwgHfeeYfFixcbLyFt2LCBDh060KdPH6KionjsscfIy8szgsfDhw+nXbt2JCYmkpiYiL29PSNHjqRr167ExcXVuc7s2bNp27YtW7duJS4uDg8PD2bMmMGZM2caDbQ05tf8PxRpDmtra55++mmGDx/Oxx9/zObNmyktLaVNmzZ4enoSExNDUFDQZetYenl50atXL/bu3cvo0aPr9Q8YMIAVK1aQmJhIRkYGFRUVdOrUibCwMKZMmaK05fKHmDp1Ktu3bycvL4+PPvrosuM6derE7bffTl5eHiEhIfX6O3ToQFJSEitWrCAnJ4dPP/0UFxcX+vfvT0REBLfddluTcxkwYABLly4lOTmZdevW8dNPP+Hq6srIkSOJjIzE2dn5d92rSK20tDTS0tIu2+/k5MTw4cPp27cv77//PsuWLSM1NRWoebFu8ODBzJ07t84x4eHhdOvWjZUrV5KUlER1dTUeHh7MmjWLcePGqWaxXDW/9fOKm5sb77//Pv/85z/ZuHEj58+fx8/Pj/j4eKKjo+u8rBoYGEhsbCwpKSksW7YMJycnhg0bxsSJExk7duwffcsil/V7vs/+GvqdL3+UX35madWqFY6OjnTt2pXw8HAefPBBXFxcjLHe3t4kJyeTmJjIF198QVpaGm5ubgwbNozIyEijLEtDLve3ygULFpCcnExCQgK2trZGdpDu3bvz97//ndzcXHr37n21l+F/QquysrLqpoeJtDznzp3DYrE0uEPk1VdfxWQyYTKZjBoMIiIiIiJy/YiIiKCiosJIjygiIiJyPTh9+jQuLi71shucPHmS4OBggoODefHFF6/R7ERERP636PUYuWEVFRUxdOhQEhIS6rSXl5eTk5ODm5ubUs+KiIiIiFyHdu/eTUFBgXY6iYiIyHUnNjaW++67j4qKijrtn3zyCYB26ImIiPyBlGNZbli+vr54e3vzwQcfcObMGXr06MHPP/9MZmYmZ86c4eWXX1adSRERERGR60hiYiKHDx9m27ZtuLu788ADD1zrKYmIiIjUERISQm5uLtHR0QQHB+Pg4MC+ffvIzMzEx8enwbIrIiIicnUodbnc0MrKykhOTiY7O5vS0lLs7e3p1asXjzzyiGpMioiIiIhcZ5YvX05KSgoeHh48//zz/OlPf7rWUxIRERGpZ9u2baxcuZKioiIqKytxd3dn2LBhTJ48GQcHh2s9PRERkf8ZCnSLiIiIiIiIiIiIiIiIiEiLohrdIiIiIiIiIiIiIiIiIiLSoijQLSIiIiIiIiIiIiIiIiIiLYoC3SIiIiIiIiIiIiIiIiIi0qIo0C0iIiIiIiLSgKqqqit6vurq6it6PqnvSj8zERERERERuX4p0C0iIiIiIiI3JLPZjMlk4qmnniIoKIiBAwdy3333ERYWxltvvcWRI0caPO7SpUskJyfzzjvvXJF5/Otf/+KJJ56gtLT0ipzvSsvOziYwMJDAwEASEhKaHF9RUcHChQsJDg5m4MCBjBw5kk2bNgGQmprK+PHjGTx4MMOGDSMuLu5qTx+48s+sMVOnTiUwMJDMzMyrfi0RERERERG5PAW6RURERERE5IZz+vRpHnnkEV599VX27NmDl5cXQ4YMwcfHh7KyMlavXs2DDz7ImjVr6h2bnJzMkiVLKC8vvyJzmTRpEvn5+VfkXFdDWloarVq1ws7OjvXr12M2mxsdv3jxYj7++GPKy8sZOHAg/v7+dO/enU2bNrF48WKKi4vx9/cnMDCQnj17/iH3cKWfmYiIiIiIiFz/bK71BERERERERESutJdeeomioiKCgoKYO3cu9vb2Rp/FYiEtLY24uDjefPNNevToQb9+/er0X0nXczrtkpIStm/fjre3N507dyY7O5vPP/+ckSNHXvaY3bt3AzBr1ixGjx5ttG/YsAGAoKAgXnzxxas78f9ypZ+ZiIiIiIiIXP+0o1tERERERERuKCdOnCAvL4/WrVszb968OkFuAGtra8aPH8+YMWMAWLt27TWY5fXBZDJRVVXFoEGDCAoKAmhwl/svXbx4EYCbb765TvuFCxcabBcRERERERG5GrSjW0RERERERG4op0+fBsDKqvF3u0NCQjh37hze3t5GW2BgoPFzeno66enpBAcH19mh/MUXX5CVlcX+/fspKyvDxsaGTp06MWjQICZNmoSLiwsAy5cvr1PzOiQkBKgJLnfu3Bmo2YmcmZlJZmYmBw8exGw207lzZ4YMGcLDDz+Mk5NTnTmbzWbWrl3Lli1bKC4uprKyEjc3NwYMGEBYWBienp7NXiez2UxGRgYAI0aMwMPDAxcXFwoKCti3b1+9tOPz588nKyvL+PcTTzwB1AS2S0pKjPaEhAQSEhK4+eabjV3eAN9//z0pKSl88803lJWV4ezsTL9+/Zg0aRI+Pj4NzjE/P5+PPvqIgoICfvrpJzp27Ej//v2ZPHmysYbNeWZHjx4lOTmZHTt2cOrUKRwdHfHz8+Ohhx7i9ttvb/DamzdvZu3atRQVFQHQv39/455FRERERETk2lOgW0RERERERG4ot956K/b29pw7d46YmBimT5+Oh4dHvXF+fn74+fnVaRs1ahQHDx7k4MGDdOnSBT8/P/z9/Y3+BQsWkJ6ejrW1NQEBAfj7+3Pq1CkKCgo4dOgQ2dnZpKamYm9vT48ePRg1ahSbNm0C4N5778Xe3h5HR0egZgf0zJkzycvLw8HBAV9fX5ydndmzZw8rVqxg8+bNLFmypM4O6X/84x98+eWXODk54e/vT+vWrSksLCQ9PZ3PPvuMZcuW4evr26x1ysnJ4dSpU/Ts2dMI9gcHB5OamsqaNWuYP39+nfH+/v5YLBa+/PJLKisrCQwMxNXVla5du3L06FEKCgooLi7G29sbb29vI+APNcH9N954A4vFgre3N/7+/hw/fpwtW7bwxRdfMG/evDpp0KHmRYHExESqq6uNZ1VYWIjJZOLzzz9n2bJleHt7N/nMcnJymDdvHufPn6dr164MGjSIM2fOkJuby1dffcXjjz9OREREnWu/9dZbrF69Gmtra/r164ejoyPffvstkZGRODs7N2t9RURERERE5OpqVVZWVn2tJyEiIiIiIiJyJaWmprJ48WLj356envTt2xd/f3/69Olj7AZuSO1O7L/85S8899xzRnteXh7Tp0+nbdu2JCQk1Nk9ffjwYSIiIigvL+eVV15h+PDhRl/tjuOMjAzc3d2N9oULF/Lxxx8TEBDAK6+8QseOHYGa1OBxcXFs2LABPz8/VqxYAdTUxo6KiqJr164kJSUZu72rqqpYuHAh69ev55577mHRokXNWqMZM2awfft2YmJijDTuR44cYcKECdjZ2ZGeno6rq2u948aOHUtxcTHvvvsu/fv3N9prXwKIiooiOjraaN+zZw/R0dHY2try+uuvM3DgQKNv27ZtzJ07F4vFQlJSEj169AAgNzeXp556CkdHRxYtWsSAAQOMe33nnXdYuXIlPj4+JCcnN/rMjh8/zsSJE7lw4QLz5s0zdtUD7N27l6effpqysjLefvttY16113Z2dmbp0qXcdtttAJSXlzNnzhy+/vprAF544YV6wXkRERERERH546hGt4iIiIiIiNxwwsLCWLBggRFYPnToEOvXr+ell15izJgxjBs3juXLl1NRUdHsc1ZWVjJ06FAiIyPrpQjv1q2bEdA+fvx4k+f68ccfMZlM2NnZ1QlyA9jZ2TFnzhw6d+5MQUGBEVgtLS0FoH379rRp08YYb2VlRVRUFM8++yyhoaHNupfjx4+Tl5dHmzZtGDFihNHu4eFB//79uXjxImlpac06V1OSkpKwWCxER0fXCXIDDB48mLCwMMxmMykpKUZ7bZ3wqKgoI8gNNfc6depUvLy8sLe3p6ysrNFrr1q1inPnzjFu3Lg6QW6AXr16MXXqVAA+/PDDeteOjo42gtwATk5OxMbGYmtr2/ybFxERERERkatGgW4RERERERG5IY0YMYINGzbw3nvvMWXKFPr27Uvr1q2BmprNCQkJhIaGGjWYmzJkyBBef/11HnroIaPNYrFQXFzM559/zrFjx4CaHdlNyc/Px2w24+npWSfIXcvGxoY777wTwAh0BwQEYGdnx3fffUdERAQpKSkUFhZSXV2Nm5sbf/vb3+rUq26MyWSiurqaESNGGKnUa40dOxaA9evXYzabm3W+y6mqqmLnzp0A3HHHHQ2OGTx4MPD/91ldXU1+fj5Qs+b/zdbWllWrVrF8+fI66dEbsmPHjmZde8+ePZw/f77Ote++++5649u3b0+fPn0avaaIiIiIiIj8MVSjW0RERERERG5YVlZW9OvXj379+gFw6dIl9u7dy9atWzGZTJw8eZJZs2axdu1abGya/op8/vx5Nm7cSE5ODocOHeLEiRNYLBYAWrVqBdQEapvyn//8B4ADBw40GZyuHduhQwdeffVVFixYwN69e9m7dy8Arq6u3Hnnndx///3NCnSbzWYyMjKAmnTotbuaf9kPcPLkSbZu3Vpnx/ev9dNPP1FZWQnU7LJvzKlTpzCbzZSXl3PhwgUAOnXq9JuvDVBSUgLAzJkzGx1nsVg4efIkbdu2Na7d0AsIALfccosRlBcREREREZFrR4FuERERERERuaEcOXKEU6dO4e3tTbt27er02dra0qdPH/r06cOoUaOIjIykuLiYXbt21ak33ZAffviBJ598ktLSUlq3bo2Pjw933HEHnp6e9O7dm3Xr1pGZmdmsOVZVVQE1QdPevXs3OtbX19f4+Z577iE9PZ3c3Fxyc3P55ptv+OGHH9i4cSMbN25kzJgxxMTENHq+L7/8ktOnTwNQVFTU6I72tWvX/q5Ad+1LAACjRo1qcrzZbP7du8h/qXad//znP+Pg4NDo2OamJG/OCxEiIiIiIiJy9enbmYiIiIiIiNxQ5s+fT0FBATExMYwZM+ay43r27Imvry8FBQVN1noGiIuLo7S0lNtvv53XXnsNZ2fnOv1JSUnNnmOHDh0A8PLyIjY2ttnHAdjb2zNkyBAjrXdpaSkZGRm8//77mEwmxo4di4+Pz2WPr629PXXqVMLDwxscc+TIESZMmMDu3bv5/vvvGz1fY1xcXLCzs+PixYvMnDmz3po1xMbGBltbWy5dusSJEyfo3LlzvTE5OTlUVlbSt2/fy+68hpp1PnbsGFFRUXXqbTemdevWXLhwgZKSErp06VKvv7ZWuoiIiIiIiFxbqtEtIiIiIiIiN5TaGsofffRRo/Wyz58/z/HjxwHw9vY22mtTkP+37777DoCJEyfWC9hWVlaya9cuoHmpy/v164eVlRX5+fmcPXu2wTHPPvss4eHhbNmyBYDVq1fzwAMP8MEHH9QZ17FjRyIjI/Hy8gL+P113Q44dO8aOHTuwsrJqdIe1h4eHsY5r1qxp8n4ux8bGhoCAAACys7MbHJOVlUVoaCgvv/yycUztLvecnJx646uqqli0aBHPP/88R48eBS7/zGp36V/u2jt37mTcuHE8++yzxk7y2nretev+S+Xl5UYNbxEREREREbm2FOgWERERERGRG0pYWBguLi4UFhby1FNPNZiau7S0lJiYGH788UeGDh2Kh4eH0de6dWuAegFoFxcXoCb19y+D2WVlZcTExHDmzBkAo8ZzY+fr1KkTI0aMoKKigtmzZ3PixAmjr6qqisTERHJycjh48KAR9PXw8KCkpIRVq1bVu6eCggKOHDmCtbV1nVTn/81kMlFdXc2AAQNwd3e/7DiABx54AIDNmzcb9/ZbTJo0CYC3336bbdu21enbv38/ixcv5vDhw3Tr1s1or63nvXz5cgoKCoz2qqoq3n33XUpKSvD09KRv377A5Z/ZxIkTsbW1JSkpqV5a+WPHjvHKK69w9OhR3N3djZTkjzzyCFZWVqxYsaJOLe7z588TGxtLRUXFb14LERERERERuXKUulxERERERERuKO3bt2fp0qXMnDmT/Px8Jk6cSLdu3bj11luxsbHhxIkTfP/991gsFu644w5efPHFOsfXBlyzs7N55pln6N27N1OmTGHSpEnExcVhMpn49ttv8fLy4ueff2b37t1cvHgRT09PDh06VC8o3K1bNw4cOMCsWbO47bbbmDZtGl26dGH27NkUFxeTn5/PhAkT8PHxwcXFhQMHDlBSUoK1tTULFiwwAtJ33XUXISEhZGRk8PDDD+Pn50f79u05ffo0e/bsoaqqiqlTp9KpU6cG18VsNpORkQHA/fff3+Q6Dhs2jDfffJPy8nLS0tKIiIj4tY8CqNkhPW3aNJYuXcozzzxD9+7d8fDwMOZdXV3Nfffdx0MPPWQcc/fddzN58mQ+/PBDoqKi8Pf356abbqKwsJDi4mKcnZ15+eWXsbKyMtYY6j8zLy8vnn/+eWJjY4mNjWXFihV4eXlRXl7Orl27MJvN9OnTh+nTpxvXDggIYNq0acTHxzNt2jQCAgJwdXVl165dnD17Fl9fX/bv3/+b1kJERERERESunFZlZWVN51QTERERERERaWEuXrxIRkYGubm5FBYWUlZWhsViwdXVlV69ejFy5EjuvffeesdVV1cTHx/Pxo0bOXv2LL179+a9994DagKpqampHD58mPLycm666SZ69uxJaGgoTk5OhIeH4+bmxoYNG7C1tQXgwIEDvP766xQWFmJnZ0dsbCyDBw8G4NKlS5hMJj799FOKioowm8107NiRgIAAwsLCjHTktSwWC2lpaWzatIl///vfnDt3jnbt2uHn50doaCiBgYGXXY8tW7YQExODo6Mjn3zyCQ4ODk2u4RtvvMG6devo2LEjJpMJGxsbxo4dS3FxMe+++66RGhxgwYIFpKenExUVRXR0dL1z7d69m1WrVrFr1y7KyspwcXHBw8ODv/71rwwbNgxra+t6x+Tm5rJmzRoKCgqoqKigffv2DBo0iIiIiDo70ht7ZgBFRUWkpqayc+dOTp8+jZOTE126dCE4OJjRo0djZ2dX79o7duwgJSWFffv2cenSJXr16sUTTzxBZmYmaWlpvPDCC4wePbrJNRQREREREZGrQ4FuERERERERERERERERERFpUVSjW0REREREREREREREREREWhQFukVEREREREREREREREREpEVRoFtERERERERERERERERERFoUBbpFRERERERERERERERERKRFUaBbRERERERERERERERERERaFAW6RURERERERERERERERESkRVGgW0REREREREREREREREREWhQFukVEREREREREREREREREpEVRoFtERERERERERERERERERFoUBbpFRERERERERERERERERKRFUaBbRERERERERERERERERERaFAW6RURERERERERERERERESkRVGgW0REREREREREREREREREWpT/A7OA0IX4rsRTAAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -11034,7 +11500,7 @@ } ], "source": [ - "sns.catplot(kind = 'point', data = top_10_Discharged, x = 'No. Discharged', y = 'States Affected', aspect = 4)" + "sns.catplot(kind = 'bar', data = top_10_Discharged, x = 'States Affected', y = 'No. Discharged', aspect = 4)" ] }, { @@ -11047,17 +11513,17 @@ }, { "cell_type": "code", - "execution_count": 249, + "execution_count": null, "id": "c8f4d5d3", "metadata": {}, "outputs": [], "source": [ - "top_10_Death= dfdf.nlargest(10, 'No. of Deaths')" + "top_10_Death= dfCovidNig.nlargest(10, 'No. of Deaths')" ] }, { "cell_type": "code", - "execution_count": 250, + "execution_count": null, "id": "9ca2ece4", "metadata": {}, "outputs": [ @@ -11200,7 +11666,7 @@ "19 705 36 " ] }, - "execution_count": 250, + "execution_count": 255, "metadata": {}, "output_type": "execute_result" } @@ -11211,56 +11677,23 @@ }, { "cell_type": "code", - "execution_count": 474, + "execution_count": null, "id": "c74b7dfd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" - ] - }, - "execution_count": 474, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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"text/plain": [ "
" ] @@ -11270,7 +11703,7 @@ } ], "source": [ - "sns.catplot(kind = 'point', data = top_10_Death, x = 'No. of Deaths', y = 'States Affected', aspect = 4)" + "sns.catplot(kind = 'bar', data = top_10_Death, x = 'States Affected', y = 'No. of Deaths', aspect = 4)" ] }, { @@ -11283,7 +11716,7 @@ }, { "cell_type": "code", - "execution_count": 444, + "execution_count": null, "id": "0e701f72", "metadata": { "collapsed": true @@ -11385,18 +11818,18 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 444, + "execution_count": 257, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfCnCase_transposed" + "NGConfirmdCase_transposed" ] }, { "cell_type": "code", - "execution_count": 446, + "execution_count": null, "id": "453c1ed1", "metadata": { "collapsed": true @@ -11425,10 +11858,6 @@ " \n", " Cases\n", " \n", - " \n", - " Date\n", - " \n", - " \n", " \n", " \n", " \n", @@ -11482,7 +11911,6 @@ ], "text/plain": [ " Cases\n", - "Date \n", "3/18/20 1\n", "3/19/20 1\n", "3/20/20 1\n", @@ -11498,18 +11926,18 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 446, + "execution_count": 258, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfRecCase_transposed" + "dfRecoveredCase_transposed" ] }, { "cell_type": "code", - "execution_count": 447, + "execution_count": null, "id": "c7de19c0", "metadata": { "collapsed": true @@ -11611,7 +12039,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 447, + "execution_count": 259, "metadata": {}, "output_type": "execute_result" } @@ -11620,20 +12048,28 @@ "dfDeathCase_transposed" ] }, + { + "cell_type": "markdown", + "id": "d52ee28d", + "metadata": {}, + "source": [ + "# Combined Cases(Confirmed, Recovered & Death)" + ] + }, { "cell_type": "code", - "execution_count": 452, + "execution_count": null, "id": "86afe7b1", "metadata": {}, "outputs": [], "source": [ "# combine the DataFrames vertically\n", - "dfcombined_Cases = pd.concat([dfCnCase_transposed, dfRecCase_transposed, dfDeathCase_transposed], axis=1)" + "dfcombined_Cases = pd.concat([NGConfirmdCase_transposed, dfRecoveredCase_transposed, dfDeathCase_transposed], axis=1)" ] }, { "cell_type": "code", - "execution_count": 453, + "execution_count": null, "id": "ec2a0940", "metadata": { "collapsed": true @@ -11664,12 +12100,6 @@ " Cases\n", " Cases\n", " \n", - " \n", - " Date\n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", @@ -11745,7 +12175,6 @@ ], "text/plain": [ " Cases Cases Cases\n", - "Date \n", "2/28/20 1 NaN NaN\n", "2/29/20 1 NaN NaN\n", "3/1/20 1 NaN NaN\n", @@ -11761,7 +12190,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 453, + "execution_count": 261, "metadata": {}, "output_type": "execute_result" } @@ -11772,7 +12201,7 @@ }, { "cell_type": "code", - "execution_count": 457, + "execution_count": null, "id": "f0c2e662", "metadata": {}, "outputs": [], @@ -11782,7 +12211,7 @@ }, { "cell_type": "code", - "execution_count": 458, + "execution_count": null, "id": "f6b4f86f", "metadata": { "collapsed": true @@ -11813,12 +12242,6 @@ " Cases\n", " Cases\n", " \n", - " \n", - " Date\n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", @@ -11894,7 +12317,6 @@ ], "text/plain": [ " Cases Cases Cases\n", - "Date \n", "2/28/20 1 0 0\n", "2/29/20 1 0 0\n", "3/1/20 1 0 0\n", @@ -11910,7 +12332,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 458, + "execution_count": 263, "metadata": {}, "output_type": "execute_result" } @@ -11921,7 +12343,7 @@ }, { "cell_type": "code", - "execution_count": 459, + "execution_count": null, "id": "d773a0ec", "metadata": {}, "outputs": [], @@ -11931,7 +12353,7 @@ }, { "cell_type": "code", - "execution_count": 460, + "execution_count": null, "id": "446cac85", "metadata": {}, "outputs": [ @@ -11960,12 +12382,6 @@ " Recovered_Case\n", " DeathCase_Case\n", " \n", - " \n", - " Date\n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", @@ -12041,7 +12457,6 @@ ], "text/plain": [ " Confirmed_Case Recovered_Case DeathCase_Case\n", - "Date \n", "2/28/20 1 0 0\n", "2/29/20 1 0 0\n", "3/1/20 1 0 0\n", @@ -12057,7 +12472,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 460, + "execution_count": 265, "metadata": {}, "output_type": "execute_result" } @@ -12068,25 +12483,46 @@ }, { "cell_type": "code", - "execution_count": 472, + "execution_count": null, + "id": "851f5deb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Confirmed_Case', 'Recovered_Case', 'DeathCase_Case'], dtype='object')" + ] + }, + "execution_count": 266, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfcombined_Cases.columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, "id": "fb159a2f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 472, + "execution_count": 267, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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Country/RegionDate
Afghanistan0000000000...2093222093402093582093622093692093902094062094362094512094512/28/20NaN
Albania0000002/29/200
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Zambia000011043/8/230
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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dfConfirmdCaseDiff.plot()\n", + "plt.xlabel('Date')\n", + "plt.ylabel('Cases')\n", + "plt.title('Total Daily Infection Rate')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "b5cb1256", "metadata": {}, - "outputs": [], "source": [ - "dffConCaseDiff = dffConCase.diff()" + "# Maximum Infection Rate" ] }, { "cell_type": "code", - "execution_count": 711, - "id": "75a34937", - "metadata": { - "scrolled": true - }, + "execution_count": null, + "id": "412d0ca0", + "metadata": {}, "outputs": [ { "data": { @@ -12589,7 +13263,7 @@ "\n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -12640,123 +13314,123 @@ " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -12784,123 +13458,123 @@ " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", "
Date1/22/201/23/201/24/20
AfghanistanNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0000000000...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN209322209340209358209362209369209390209406209436209451209451
Albania0.00.00.00.00.00.00.00.00.00.00000000000...125069.0125068.0125050.0125065.0125058.0125037.0125021.0124991.0124992.0125006.0334391334408334408334427334427334427334427334427334443334457
Algeria0.00.00.00.00.00.00.00.00.00.00000000000...-62950.0-62960.0-62945.0-62958.0-62958.0-62950.0-62950.0-62937.0-62949.0-62961.0271441271448271463271469271469271477271477271490271494271496
Andorra0.00.00.00.00.00.00.00.00.00.00000000000...-223575.0-223573.0-223588.0-223594.0-223594.0-223602.0-223602.0-223615.0-223604.0-223606.047866478754787547875478754787547875478754789047890
Angola0.00.00.00.00.00.00.00.00.00.00000000000...57389.057402.057402.057402.057402.057402.057402.057402.057398.057398.0105255105277105277105277105277105277105277105277105288105288
...
West Bank and Gaza0.0-2.0-2.0-2.0-2.0-2.0-2.0-2.0-2.0-2.0...-10823689.0-10823698.0-10823709.0-10823722.0-10823734.0-10823738.0-10823738.0-10823758.0-10823766.0-10823766.00000000000...703228703228703228703228703228703228703228703228703228703228
Winter Olympics 20220.00.00.00.00.00.00.00.00.00.00000000000...-702693.0-702693.0-702693.0-702693.0-702693.0-702693.0-702693.0-702693.0-702693.0-702693.0535535535535535535535535535535
Yemen0.00.00.00.00.00.00.00.00.00.00000000000...11410.011410.011410.011410.011410.011410.011410.011410.011410.011410.011945119451194511945119451194511945119451194511945
Zambia0.00.00.00.00.00.00.00.00.00.00000000000...331067.0331067.0331134.0331134.0331134.0331190.0331190.0331190.0331190.0331190.0343012343012343079343079343079343135343135343135343135343135
Zimbabwe0.00.00.00.00.00.00.00.00.00.00000000000...-79091.0-78885.0-78952.0-78952.0-78952.0-79008.0-79008.0-79008.0-78859.0-78859.0263921264127264127264127264127264127264127264127264276264276
\n", @@ -12908,151 +13582,218 @@ "" ], "text/plain": [ - "Date 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 1/27/20 \\\n", + " 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 1/27/20 \\\n", "Country/Region \n", - "Afghanistan NaN NaN NaN NaN NaN NaN \n", - "Albania 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "Algeria 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "Andorra 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "Angola 0.0 0.0 0.0 0.0 0.0 0.0 \n", + "Afghanistan 0 0 0 0 0 0 \n", + "Albania 0 0 0 0 0 0 \n", + "Algeria 0 0 0 0 0 0 \n", + "Andorra 0 0 0 0 0 0 \n", + "Angola 0 0 0 0 0 0 \n", "... ... ... ... ... ... ... \n", - "West Bank and Gaza 0.0 -2.0 -2.0 -2.0 -2.0 -2.0 \n", - "Winter Olympics 2022 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "Yemen 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "Zambia 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "Zimbabwe 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "\n", - "Date 1/28/20 1/29/20 1/30/20 1/31/20 ... 2/28/23 \\\n", - "Country/Region ... \n", - "Afghanistan NaN NaN NaN NaN ... NaN \n", - "Albania 0.0 0.0 0.0 0.0 ... 125069.0 \n", - "Algeria 0.0 0.0 0.0 0.0 ... -62950.0 \n", - "Andorra 0.0 0.0 0.0 0.0 ... -223575.0 \n", - "Angola 0.0 0.0 0.0 0.0 ... 57389.0 \n", - "... ... ... ... ... ... ... \n", - "West Bank and Gaza -2.0 -2.0 -2.0 -2.0 ... -10823689.0 \n", - "Winter Olympics 2022 0.0 0.0 0.0 0.0 ... -702693.0 \n", - "Yemen 0.0 0.0 0.0 0.0 ... 11410.0 \n", - "Zambia 0.0 0.0 0.0 0.0 ... 331067.0 \n", - "Zimbabwe 0.0 0.0 0.0 0.0 ... -79091.0 \n", - "\n", - "Date 3/1/23 3/2/23 3/3/23 3/4/23 \\\n", - "Country/Region \n", - "Afghanistan NaN NaN NaN NaN \n", - "Albania 125068.0 125050.0 125065.0 125058.0 \n", - "Algeria -62960.0 -62945.0 -62958.0 -62958.0 \n", - "Andorra -223573.0 -223588.0 -223594.0 -223594.0 \n", - "Angola 57402.0 57402.0 57402.0 57402.0 \n", - "... ... ... ... ... \n", - "West Bank and Gaza -10823698.0 -10823709.0 -10823722.0 -10823734.0 \n", - "Winter Olympics 2022 -702693.0 -702693.0 -702693.0 -702693.0 \n", - "Yemen 11410.0 11410.0 11410.0 11410.0 \n", - "Zambia 331067.0 331134.0 331134.0 331134.0 \n", - "Zimbabwe -78885.0 -78952.0 -78952.0 -78952.0 \n", - "\n", - "Date 3/5/23 3/6/23 3/7/23 3/8/23 \\\n", - "Country/Region \n", - "Afghanistan NaN NaN NaN NaN \n", - "Albania 125037.0 125021.0 124991.0 124992.0 \n", - "Algeria -62950.0 -62950.0 -62937.0 -62949.0 \n", - "Andorra -223602.0 -223602.0 -223615.0 -223604.0 \n", - "Angola 57402.0 57402.0 57402.0 57398.0 \n", - "... ... ... ... ... \n", - "West Bank and Gaza -10823738.0 -10823738.0 -10823758.0 -10823766.0 \n", - "Winter Olympics 2022 -702693.0 -702693.0 -702693.0 -702693.0 \n", - "Yemen 11410.0 11410.0 11410.0 11410.0 \n", - "Zambia 331190.0 331190.0 331190.0 331190.0 \n", - "Zimbabwe -79008.0 -79008.0 -79008.0 -78859.0 \n", - "\n", - "Date 3/9/23 \n", - "Country/Region \n", - "Afghanistan NaN \n", - "Albania 125006.0 \n", - "Algeria -62961.0 \n", - "Andorra -223606.0 \n", - "Angola 57398.0 \n", - "... ... \n", - "West Bank and Gaza -10823766.0 \n", - "Winter Olympics 2022 -702693.0 \n", - "Yemen 11410.0 \n", - "Zambia 331190.0 \n", - "Zimbabwe -78859.0 \n", + "West Bank and Gaza 0 0 0 0 0 0 \n", + "Winter Olympics 2022 0 0 0 0 0 0 \n", + "Yemen 0 0 0 0 0 0 \n", + "Zambia 0 0 0 0 0 0 \n", + "Zimbabwe 0 0 0 0 0 0 \n", + "\n", + " 1/28/20 1/29/20 1/30/20 1/31/20 ... 2/28/23 \\\n", + "Country/Region ... \n", + "Afghanistan 0 0 0 0 ... 209322 \n", + "Albania 0 0 0 0 ... 334391 \n", + "Algeria 0 0 0 0 ... 271441 \n", + "Andorra 0 0 0 0 ... 47866 \n", + "Angola 0 0 0 0 ... 105255 \n", + "... ... ... ... ... ... ... \n", + "West Bank and Gaza 0 0 0 0 ... 703228 \n", + "Winter Olympics 2022 0 0 0 0 ... 535 \n", + "Yemen 0 0 0 0 ... 11945 \n", + "Zambia 0 0 0 0 ... 343012 \n", + "Zimbabwe 0 0 0 0 ... 263921 \n", + "\n", + " 3/1/23 3/2/23 3/3/23 3/4/23 3/5/23 3/6/23 3/7/23 \\\n", + "Country/Region \n", + "Afghanistan 209340 209358 209362 209369 209390 209406 209436 \n", + "Albania 334408 334408 334427 334427 334427 334427 334427 \n", + "Algeria 271448 271463 271469 271469 271477 271477 271490 \n", + "Andorra 47875 47875 47875 47875 47875 47875 47875 \n", + "Angola 105277 105277 105277 105277 105277 105277 105277 \n", + "... ... ... ... ... ... ... ... \n", + "West Bank and Gaza 703228 703228 703228 703228 703228 703228 703228 \n", + "Winter Olympics 2022 535 535 535 535 535 535 535 \n", + "Yemen 11945 11945 11945 11945 11945 11945 11945 \n", + "Zambia 343012 343079 343079 343079 343135 343135 343135 \n", + "Zimbabwe 264127 264127 264127 264127 264127 264127 264127 \n", + "\n", + " 3/8/23 3/9/23 \n", + "Country/Region \n", + "Afghanistan 209451 209451 \n", + "Albania 334443 334457 \n", + "Algeria 271494 271496 \n", + "Andorra 47890 47890 \n", + "Angola 105288 105288 \n", + "... ... ... \n", + "West Bank and Gaza 703228 703228 \n", + "Winter Olympics 2022 535 535 \n", + "Yemen 11945 11945 \n", + "Zambia 343135 343135 \n", + "Zimbabwe 264276 264276 \n", "\n", "[201 rows x 1143 columns]" ] }, - "execution_count": 711, + "execution_count": 295, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dffConCaseDiff" + "ConfirmdCase.first()" ] }, { "cell_type": "code", - "execution_count": 715, - "id": "622dcfe1", - "metadata": { - "collapsed": true - }, + "execution_count": null, + "id": "8697bf97", + "metadata": {}, + "outputs": [], + "source": [ + "ConfirmdCase = ConfirmdCase.first()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2b08230a", + "metadata": {}, + "outputs": [], + "source": [ + "ConfirmdCasediff = ConfirmdCase.diff" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6e11bbe2", + "metadata": {}, "outputs": [ { "data": { - "image/png": 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Pa9euJSsri8OHD+tnl9HpdBw+fBjILbW09EJQFOYGFc8fABXkfpJXagm5A3/bIjY2Fsid5efhw4cAJTZ9oanjQsF+F3FxcUafm6mSujyF/Szze3xkBrVaTWBgINu2bePixYvcv3+fGjVqmA0s8yuJ6/vevXv6v21t7xoTE2Pz/gWhsERwWUTHjh1j2bJlxTKDwpYtW1AqlXz++ef6oUUGDBjAiy++yIYNG+jbt2+JPeyE4peWlqb/O6/ThTn512dkZNh8jNu3b7Ns2TKDKs481apVo127dgQGBpaLB0r+AOjxWXouXrzIxx9/TFhYmNF2Hh4edOzYkWPHjhl8pkXh4uLCU089xdGjRw2Cy4sXL+qDn5KqEgeKfViownwuedvkBZZAqQzbU5DfRf78mCqVK+3htVQqFe3bt6dNmza8++67HD9+nC1btuhHbTCnpK7vonzvglCSRHBZBLNnzyYgIID69evTuXNnfYlHYYWHh9OoUSODMevc3Nxo06YNx44d48GDByaHuRDKp4IEjPlv+LY+4KOiopg6dSopKSnI5XK6d+/Ok08+SYMGDahXrx5eXl4AvPLKK+UiuMzroCKRSGjevLl++fXr15kxYwbZ2dk4ODjw9NNP07x5c+rXr0+DBg301/zJkyeLNT/9+/fn6NGj3L17l5s3b9KkSRN9G8wWLVpUqHEB866ZGjVqFHiQ+vzXaUGq4gurIL+L/AGltUC0NMlkMj788ENefvllIiIi8Pf3x9fXlxEjRhilLcnrO/+9wtoYr4JQmkRwWQR3795l+vTpvPTSS+zYscNsurCwMLZu3cr58+dJTU2lVq1a9OnTh/HjxxvcHOrWrUtUVBRqtVq/XKfTERERgZ2dHa6uriV9SkIxqlWrlr59W2hoqMW0d+7c0f+dFxRas2PHDlJSUpDJZGzZskXfSeVx+UumykpiYiLnz58HoG3btgbjDn722WdkZ2fj6OjI119/TZ06dYy2z8nJMahWLw55w8EkJSVx/PhxGjduzIkTJ4CSLbUsCXnDKSUlJZGenm6xx7ZOpzOoAXFycsLR0ZG0tDSDatbHabVaNm7ciKenJ506ddJ3timo/Nd3aGio2fanYPi7yD/aQHng4ODAhx9+yKuvvopGo2H9+vW0bduWhg0bGqQryes7/2cSHR1t8Tt5/HsXhJIkeosXgb+/P+PHj7c4VMn169cZP348ly9fZvjw4cyePZuWLVvy5ZdfMn36dH1nC4A5c+aQk5PD+++/z61btwgLC+O///0vt2/fZvz48SXSIF0oOS4uLvoHzdGjRy22pTp69CiQ+8Bq1KiRTfu/evUqAE2aNDEbWN67d08/w0dR2wQXxddff63v0PP4zEN559GpUyeTD17IrVbMaz9aXOchl8v1HRtOnjzJ9evXSUhIQC6X07dv32I5RmnJGxdRo9FYLAE7d+4c3bt3Z8SIEfoheiQSiX7My7Nnz5q9ToODg/n2229ZvXq1vjd9YTRq1Ejf5jbvujdFp9Nx7NgxIPfFuzy+XLds2ZLRo0cDuR3Wli1bZnR9FvX6thQQ5u8o9Oeff5pNFx4eTvfu3XnhhReKpVOWIFgjgssisDb+nU6nY+nSpTg5OfHdd9/x6quvMnz4cD788EPee+89AgMDDX7oeTeqkydPMmbMGEaMGMHevXsZOXIkkyZNKunTEUrA0KFDgdwSmG+++cZkmsOHD+vHtnt8Gsj8f2dnZxtsl9e7NDo62mR1plqtZtmyZfp/5+TkFPIsiub333/n+++/B3Krmx8P3PLOIywszGTgmJSUxOrVq/X/Ls7zyBtU/saNG+zduxfI7TFtrsNNedWtWzd97+hNmzaZnIIwPT2dTz75hMzMTCIjI/U9xSF30HTIbWphLvjYunUrkFvSmX/0irxr1NbvRSqVMmTIEAACAgL4/fffTab7+uuvuXv3LoA+fXk0ZcoUfVOmwMBAo2GTinp9W7oHNG/enCeeeAIw/Lzyy8nJYc2aNWRmZnLv3j2aNWtWgLMThMIRwWUJun37Nnfu3KFr167odDqSkpL0/3/qqaews7MzeNucM2cO27Zto2PHjnz44Yd89NFH9OjRA39/f5YvX152JyIU2tChQ/XVfhs3buSjjz4iODiY5ORkQkJC2LBhg743ap06dYxmEslfWvPrr7+SkJCgr+bOmx4wKSmJOXPmcPXqVZKSkvTTvb3yyisGQ9SUREP+nJwcowGmExMTCQsL448//uCdd97h/fffR6fTUb16dZYvX25UEpN3HiEhISxatEg/73JYWBj+/v6MHTvWoFmBueFWCiOv7ZtOp+PAgQNAxasSh9wX3Xnz5gG5vYHHjx/Pzz//TGxsLPfv3+evv/5i2rRp3LhxA4CXX37ZoEq1Z8+e+nEh165dy5o1a/TD/1y9epW3335bP2D/1KlTDdo/5l2jAQEB3Lt3j/v371vN74QJE/QB2aJFi9iwYQMhISEkJycTHBzMRx99xKZNmwD4z3/+o5+hpjxSqVS88847+n9/+umnxMXF6f9d1OvbxcVF/5s5duwYsbGxBi8P8+bNQy6Xk5qayuTJk9m1axeRkZEkJiZy4cIFZs2axalTp4DckQQen5lJEEqCaHNZgvJ6Bv7444/8+OOPJtPkDfB79uxZzpw5Q9euXVm7dq1+fd++ffnoo4/Yt28f3bt356mnnir5jAvFRi6Xs3r1aubNm8eVK1f4+eef+fnnn43StWjRgmXLluHo6GiwvHnz5jg5OZGamsqXX37Jl19+Sfv27dm8eTPjxo3jr7/+4s6dO/o5yh/XsGFDGjZsyOHDh4mOjiYnJ6dYe9ju2LHDYnvj/OexbNkyk+1J33jjDS5fvkx8fDyHDx822TGudevWqFQqzpw5Y3J+5qLo378/mzdvRqfT4eTkVOzTPZaWZ555hgULFrBixQpiY2P56KOPTKYbOnSofvabPFKplOXLlzNv3jwuXrzIrl272LVrl9G2Y8eO1c8ilKdjx44cPHiQW7du8cILLwCwf/9+k9Nq5nF2dmbjxo28/fbbhIaG8u233/Ltt98apevatSuLFy8u9V7hBdWlSxf69u3L4cOHSUtLY8WKFaxatQoo+vVtZ2fHf/7zHy5fvsyZM2d47rnnUCqV/Pnnn8jlcp588klWrFjBwoULSU5OZs2aNaxZs8boGN27d+e9994rmQ9AEB5Tvn+xFVxeFciIESMMZt7IL++mmTfY9qBBg4zSPP/88/z888+cO3dOBJcVULVq1diyZQuHDx/mt99+05dcVq9enQYNGjBgwAB69+5t8gHq6urKunXr2LhxIzdv3kSr1ep72Do7O7N9+3a++eYb/vzzT/24li4uLjRo0IA+ffowYMAAAgMDOXz4MGq1mlOnThnNfVzcZDIZDg4O1KpVi6ZNm9KzZ0/8/PzMth3z8vLim2++YceOHQQEBBAbG4tOp6NatWo0btyYfv360bt3bw4ePMiZM2eIiIjg1q1bNG7cuFjy279/fz777DO0Wi29evWq0D1uhwwZQocOHfD39+fcuXPExMSQmZlJ9erVadWqFUOHDtVP4/g4FxcXNm/ezKFDh/j111+5ceMGKSkpuLq60qpVK0aOHGlygoi5c+diZ2fHiRMnSE5Oxs3NjejoaIvBJUDt2rX59ttv+emnn/jjjz+4ffs26enpuLu788QTT/Dcc8/x1FNPVZhOKG+99RZnzpwhOTmZEydOcOzYMZ555pliub6XL1/OmjVrOH/+POnp6bi5uREbG6sf0uupp57ixx9/ZPfu3foS5IyMDP10ms899xzPPPNMWX00QhUkSUpKKtuRlSuJzz//nG3btvHpp5/qb8CBgYFMnDiRESNGMHfuXIP0Wq2Wo0eP4uPjQ7NmzfD392f16tUsW7bMaPaEq1evMnnyZEaNGsVbb71VauckCFVBXFwcgwcPRqvV8tlnn+k7xwiCIAiFI9pclqBmzZrh5eXFgQMHjIb42Lt3L++99x779+8HHk27tnv3bqMG3bt37wbQzz8tCELxOXToEFqtFh8fH4vT9AmCIAi2EdXiJUgmk7FgwQLeeustXnnlFV544QVq165NUFAQ+/fvp3bt2kycOBHInXZt0qRJfP7550yYMIEBAwYglUr5888/uXDhAn379qVr165lfEaCULkkJSXpe/c+//zzFaYKVhAEoTwTwWUJ69ixI9u3b2f79u3s37+f1NRUPDw8GDZsGOPHjzeYcWfy5MnUr1+fnTt38umnn6LVaqlbty5z5sxh+PDhZXgWglB5XL16lbNnzyKXy/nll1+Ijo7GxcVF3xlFEARBKBrR5lIQhCrl9OnTvPnmmwbLlixZQr9+/cooR4IgCJWLKLkUBKFK8fX1xcfHh/j4eOrUqcOECRMq3Iw8giAI5ZkouRQEQRAEQRCKjegtLgiCIAiCIBQbEVwKgiAIgiAIxUYEl4IgCIIgCEKxEcFlOaJWq7lz5w5qtbqss1LqqvK5gzj/qnz+VfncoWqff1U+dxDnX5nPXwSX5YxGoynrLJSZqnzuIM6/Kp9/VT53qNrnX5XPHcT5V9bzF8GlIAiCIAiCUGxEcCkIgiAIgiAUGxFcCoIgCIIgCMVGBJeCIAiCIAhCsRHBpSAIgiAIglBsRHApCIIgCIIgFBt5WWdAEARBEKoarVZLWloaCoWChw8fkpKSUtZZKnVarRalUinOv4Dnr1KpcHR0RCotv+WDIrgUBEEQhFKk1Wp58OABDg4OODg4YGdnV64DhZKi1WrJyspCqVSK87fx/HU6HWq1mgcPHlCjRo1y+7mVz1wJgiAIQiWVlpaGk5MT9vb2SCSSss6OUIFIJBLs7e1xcnIiLS2trLNjlgguBUEQBKEUqdVqVCpVWWdDqMBUKlW5njZSBJeCIAiCUMpEiaVQFOX9+hFtLgVBEARBqNQy7kcgl6oBCTk4Yl/dq6yzVKmJkktBEARBECqttLgwlMoMpHIdUrkWpTyFtAfRZZ2tSk0El4IgCIIgVFp2iiyjZXJdehnkpOqoNNXigYGBTJ48mU2bNtGuXTubtjlw4AC7du0iPDwcR0dHnnnmGaZNm4aLi0sJ51YQBEEQKpfPP/+cbdu2GSyTSqWoVCpq1arFU089xdixY3Fzcyv0MVJTU8nOzqZatWo2byOR6YyWyZWaQudBsK5SBJfh4eHMmzcPrVZr8zY7duxg8+bNdOjQgRkzZhAVFcXu3bu5cuUKX3zxhejJJwiCIAiFMHToUFq3bg2ARqMhNTWVwMBAvv32W3755Re2bNmCr69vgfd75swZFi9ezPLly20uRBLKRoUPLo8dO8ayZctITk62eZvY2Fi2bt2Kn58fa9as0Q9C2rRpUxYuXMju3bt55ZVXSirLgiAIglBpPfnkk/Tv399o+cCBA3nrrbd466232LVrV4EHAL969SqJiYnFlU2hBFXoNpezZ8/mnXfeoUaNGvTt29fm7Q4dOkR2djajR482uLifffZZvLy8OHDgQElkVxAEQRCqrC5dujB69GjCw8P57bffyjo7Qgmq0MHl3bt3mT59Ot98802BitgDAwMBaNmypdG65s2bc/fuXVJTU4stn4IgCIIgwJAhQwA4fvy4ftmFCxeYM2cO/fr1o0uXLvTq1Yvp06dz7tw5fZpp06bp23O+9tpr+v0AZGZm8sUXXzBixAi6du1Knz59ePfddwkJCSmlsxIeV6Grxf39/VEqlQXeLi4uDmdnZxwdHY3WeXh4ABAVFUWTJk0s7qe4R8fPysoy+G9VUpXPHcT5V+Xzr8rnDlXz/LVaLVqtFp0ut6OJTqcrUJ+B8irvfPLOz5TatWtjZ2dHcHAwOp2OEydOsGjRIho1asTYsWNxdHTkzp07/Pzzz7z55pv88MMPeHl5MW7cOJydnTl+/Djjxo2jefPmaLVasrOzmTFjBteuXWPAgAGMGjWK+Ph49u7dy4QJE9iwYQNPNnAwmZey/syL+v1rtVqLcUhZ9h2p0MFlYQJLyO1tZm9vb3Jd3pdhS+AYFRWFRlP8Pc5iY2OLfZ8VRVU+dxDnX5XPvyqfO1St81cqlQbBdHZ2dhnmpvjkPQ81Go3FlwUXFxeSkpLIzs7mq6++ws3NjU8++cTguezt7c3atWs5cuQII0eOpE2bNly6dInjx4/Ttm1b2rRpQ1ZWFjt37uTy5ct8+OGHPPPMM/rtn3vuOcaPH8/y5cvZue0jk/koLy80hf3+1Wq12f4mMpmMBg0aFCVbRVKhg8vCyntbsLTOlobG3t7exZYnyL3QY2Nj8fT0LHTgXFFV5XMHcf5V+fyr8rlD1Tz/hw8folQq0el0ZGdno1Aoyv10fraQyWT6/1r6LnNycgBQKBRs2bKFzMxMXF1d9euzsrKQy+X6v/P2lbd/uVyuX/bHH3/g7OxMp06dSE9/NHalvb09fn5+HDx4kLvhUdTzNX5el/X1VtTvX6VS4enpWQI5K7oqGVw6Ojry8OFDk+vySiydnJys7qekipyVSmWVHQqpKp87iPOvyudflc8dqtb5p6SkIJVK9VWhEomkwD2ny6O8AEkqlZo9n5ycHFJSUqhZsyYSiQS5XM7du3fZsWMHYWFhREVFERkZqf9sdDqdfl+m9h8eHo5araZfv35m8xUdE28yuCzrz7yo33/eGKLlUZUMLr29vQkODiYjI8OoejwuLg6pVErNmjXLKHeCIAiCUDndvHmTnJwcmjVrBsC3337L559/jpeXF61bt6Zdu3Y0atQIjUbDnDlzrO5Pq9VSp04d3nnnHbNpGtSq+IF7RVMlg8sWLVpw9OhRrl+/Tvv27Q3WBQUF0aBBA5OdfQRBEARBKLy8IYh69uypH3O6TZs2bNy4EYVCYZTOGm9vbx48eEDbtm31Vel5rl69SkZGBiq7qtHcojypkuF87969kcvlfPPNNwbtLw8dOkRMTAyDBg0qw9wJgiAIQuVz8eJFfvjhB+rXr0/Pnj15+PAhOp2OunXrGgSWarUaf39/AINOs3ltLvP3rO7ZsycpKSl89913BseKi4vjrbfeYuHChUgqQZODiqbSl1xGRkZy9epVfHx8aNWqFQBeXl5MmDCBrVu3MmPGDHr37k14eDj+/v40b96cF154oYxzLQiCIAgV07Vr1wwCwZSUFK5du8bRo0epXr06K1asQC6X06BBA3x8fNi/fz8qlYqGDRty//59Dhw4wP379wEMxpyuXr06AHv27OH+/fv079+fV155hZMnT7Jp0yaCgoLo0KEDycnJ/Pjjj6SmprJo4UJRclkGKn1weenSJZYsWcLAgQP1wSXAq6++SvXq1dm9ezcrV66kevXqPP/880ydOrXcNpAVBEEQhPJu79697N27F8jtrOLg4ECdOnUYN24co0aNws3NDcjt9b1q1So+//xzDh8+TFpaGjVr1qR169ZMnjyZqVOncubMGf1++/Tpw59//klAQADnz5+nR48eODg4sHXrVnbs2MHRo0f566+/cHZ2pkmTJnzwwQc0a9IYqDrDXJUXkqSkJPPj8gilSq1WExERQZ06dapcgFuVzx3E+Vfl86/K5w5V8/zj4+OpWbMmWq1WP9ROWfdcLgulcf5J9+NxVpqej1zmYnmilJJW1PPPu47Ko6p3NQuCIAiCUCVocirHAPUVjQguBUEQBEGolHSVYFrNikgEl4IgCIIgCEKxEcGlIAiCIAiCUGxEcCkIgiAIQiUl+iyXBRFcCoIgCIJQSUnKOgNVkgguBUEQBEGolERoWTZEcCkIgiAIQiUlqsXLggguBUEQBEGolETJZdkQwaUgCIIgCIJQbERwKQiCIAiCIBQbEVwKgiAIglA5iXrxMiGCS0EQBEEQBKHYiOBSEARBEIQyERQUhJ+fHxcuXDC5/tKlS3Ts2JHIyEgAkpKSWLlyJUOGDMHPz4++ffsyf/587t69a7RtdHQ0q9d/wnMj3+CpZ8fx3Mg3WLZqK/H3E00eKzY2lo4dO3L+/HkA1Go1n376KcOGDcPPz49evXoxe/ZsAgMDjbbVaDR8//33vPjii3Tr1o0hQ4awefNm1Gp1IT+Zik1e1hkQBEEQBKHqCQ8PZ8GCBWi1WrNpTp06ha+vLz4+PmRmZvLaa68RGhrKoEGDaN68OVFRUezZs4czZ86wbds2GjZsCEBiYiKTJk0iOTmZ5wc9Qz1fb+6E3uOnX49x9u+rbN+0BE8Xw2MFBATg4OBA69at0el0zJ07l7Nnz9KrVy9Gjx5NYmIie/bsYcqUKaxbt46OHTvqt12xYgV79+6lZ8+ejBw5khs3bvDVV18RHBzM+vXrkUiqVv28CC4FQRAEQShVx44dY9myZSQnJ1tMFxAQgJ+fHwA7d+4kJCSE+fPnM3ToUH2a3r17M2HCBDZu3MjatWsB+Oyzz7h//z7LF7/PM92a6tN2bNeSeYvW8uV3P/Hu+50MjnXq1Ck6dOiAQqHg0KFDnD17lvHjxzN9+nR9msGDBzN69GhWr16Nv78/ANevX2fv3r0MHTqU+fPn69N6e3uzefNmjhw5Qp8+fQr5SVVMolpcEARBEIRSM3v2bN555x1q1KhB7969zaaLj4/n9u3bdO3aFYCzZ8+iUCgYPHiwQbqmTZvSoEEDLl68qF929uxZfHx8aN+2jUHabn7tcHJ04PLVYIPl2dnZ/P333/pjnTt3DoBhw4YZpPP09KRt27aEhoaSlJQEwIEDBwAYM2aMQdpRo0ZhZ2enX1+ViJJLQRAEQShH+hyIK+ssmPX7II8i7+Pu3btMnz6dUaNGsX37drPpAgICsLe3p02b3ABx6dKlJCQkIJPJDNLpdDoSExORSh+Vl23ZsoX09HSjfWZkqMlQZxqkhdy2nenp6XTp0gWAGTNmMHz4cDw8jM83ISEBQL+PwMBAXFxc8PX1NUinUqlo2LAh169fN3uOlZUILgVBEAShHDkfn13WWShR/v7+KJVKi20tIbeaun379iiVSgDc3d1xd3c3Snfo0CHu379P9+7d9cs8PT0BeBgdbnjsHw+h0Who27qZwfKAgAAaNWqk387NzQ03NzejY125coXAwEAaN26Mi0tuo824uDhq1apl8hw8PDwICgoiNTUVJycni+dbmYhqcUEQBEEQSk1esGhJTk4O58+f17e3NCckJISVK1cik8mYNGmSxbR/X7rO9m/34uhgz0vDBxisO3XqlNVjxcXFsWjRIgCmTJmiX56amoq9vb3JbVQqFQAZGRkW913ZiOBSEARBEIRy5fLly6SlpVkM+G7cuMH06dNJSUnh7bffplmzZsaJ/u2kffbva8xduAatRsvid6fh6VFDnyQyMpKwsDCLx4qKiuK1114jOjqasWPH8vTTT+vX6XQ6s9vlrXu8Gr6yq1pnKwiCIAhCuXfq1Cnq16+Pl5eXyfUBAQFMmzaNpKQk3n77bYYPH24ynQTYf/A4c95fhUajYcn7b9DNr53RsZycnGjVqpXJfQQFBTFp0iQiIiIYM2YMM2fONFjv4OBgdjzLvOVVqUocRJtLQRAEQShXOtRUlHUWylxAQIC+5/bj9uzZw6pVq5BKpSxZsoRnn33W7H62f7uT73fvwcnRgY8/eJP2bVoYpTl16hQdO3ZELjcOiY4fP87ChQvJzMxk5syZjB071iiNt7c3sbGxJo8fFxeHm5sbdnZ2ZvNYGYngUhAEQRDKkeLokV2RxcTEEBoayty5c43W7dy5k7Vr1+Li4sKKFSto27at2f2sWbOGXbv3UMujBquXz6VBvdpGaTIzM7lw4YLJYx09epQFCxYgk8lYvnw5vXr1Mnmcli1bEhwcTGRkJD4+PvrlarWakJAQOnfubMtpVyqiWlwQBEEQhHIjICAAR0dHWrdubbD89OnTrFu3DldXV7Zs2WIxsNy7dy+7du3Cu5YnWzYsNhlYAly8eJHMzEz9EER5bt26xeLFi5HL5axfv95sYAnQr18/AL7++muD5bt27SIrK4uBAwdaOt1KSZRcCoIgCIJQbuTNlPN4NfWaNWvQ6XR069aNmzdvcvPmTaNt+/fvT0ZGBps2bQLgqS4duXg5yCidvb2Knv2bEBAQQJMmTYyGONqwYQOZmZl07dqVuLg4Dh48aLSPHj16YG9vT6tWrRg0aBB79+4lOTmZzp07ExQUxL59++jWrRs9evQowqdRMYngUhAEQRCEciFvppzZs2cbLI+JiSEsLAzInRHH3Kw3/fv3559//tFPK7l7736T6Wp5utOz/0ucPn3aaJagnJwc/Ww/AQEBBAQEmNzHvn379EMQvffee9SuXZv9+/dz4sQJPDw8mDhxIuPGjaty84oDSJKSksz3oRdKlVqtJiIigjp16ujHxqoqqvK5gzj/qnz+VfncoWqef3x8PDVr1kSr1ZKVlYVSqaxyQ9UApXL+KTFhODhkml7p0ACZiU48paWo5593HZVHVe9qFgRBEAShSrBUaJiTXblnQipLIrgUBEEQBKHKyc7OKussVFoiuBQEQRAEoZIy3/JPlFyWHBFcCoIgCIJQKVnqSqPJySm1fFQ1IrgUBEEQBKHK0Wk1ZZ2FSksEl4IgCIIgVDk6nRgsp6SI4FIQBEEQhErJ4giTIrgsMSK4FARBEAShcpKIALIsiOBSEARBEARBKDYiuBQEQRAEocqpepMylh4RXAqCIAiCUCmJALJsiOBSEARBEARBKDYiuBQEQRAEoUwEBQXh5+fHhQsXTK6/dOkSHTt2JDIyEoCkpCRWrlzJkCFD8PPzo2/fvsyfP5+7d+8abZuQkMDqzVt5YexsegycyMtT3uPH/X88GoLosYnHY2Nj6dixI+fPnwdArVbz6aefMmzYMPz8/OjVqxezZ88mMDDQ6FgajYbvv/+eF198kW7dujFkyBA2b96MWq0uwqdTccnLOgOCIAiCIFQ94eHhLFiwAK1WazbNqVOn8PX1xcfHh8zMTF577TVCQ0MZNGgQzZs3Jyoqij179nDmzBm2bdtGw4YNAUhNTWXq1KlER0cxbEgfant7cubcFVau/5KQ0AjmzhxvdKyAgAAcHBxo3bo1Op2OuXPncvbsWXr16sXo0aNJTExkz549TJkyhXXr1tGxY0f9titWrGDv3r307NmTkSNHcuPGDb766iuCg4NZv349EknVqqAXwaUgCIIgCKXq2LFjLFu2jOTkZIvpAgIC8PPzA2Dnzp2EhIQwf/58hg4dqk/Tu3dvJkyYwMaNG1m7di0A33//PWFhYXzw7ps827sDAC8814u5C1ezd/8fjHqhH85uDQyOderUKTp06IBCoeDQoUOcPXuW8ePHM336dH2awYMHM3r0aFavXo2/vz8A169fZ+/evQwdOpT58+fr03p7e7N582aOHDlCnz59ivBpVTyiWlwQBEEQhFIze/Zs3nnnHWrUqEHv3r3NpouPj+f27dt07doVgLNnz6JQKBg8eLBBuqZNm9KgQQMuXryoX5aVlUXz5s3p0bWTQdqO7Z5Ep9Nx4/Zd4NEYmNnZ2fz999/6Y507dw6AYcOGGWzv6elJ27ZtCQ0NJSkpCYADBw4AMGbMGIO0o0aNws7OTr++KhEll4IgCIJQjtgvmW49URnJWLS5yPu4e/cu06dPZ9SoUWzfvt1suoCAAOzt7WnTpg0AS5cuJSEhAZlMZpBOp9ORmJiIVPqovOyNN94AQB1/B3hU7X7j1l0AvGrVJH9f8kuXLpGenk6XLl0AmDFjBsOHD8fDw8MoXwkJCQD64wUGBuLi4oKvr69BOpVKRcOGDbl+/bqlj6NSEsGlIAiCIJQjspCgss5CifL390epVFpsawm51dTt27dHqVQC4O7ujru7u1G6Q4cOcf/+fbp37260ToKOjAw1kdHxHPz9JL8cOkH3ru1o0bQhSamPSi4DAgJo1KgRnp6eALi5ueHm5ma0vytXrhAYGEjjxo1xcXEBIC4ujlq1apk8Bw8PD4KCgkhNTcXJycni+VYmIrgUBEEQBKHU5AWLluTk5HD+/Hl9CaQ5ISEhrFy5EplMxqRJk4wTSODzHT+wa89vANT28WTm1DFGyU6dOsXTTz9t8VhxcXEsWrQIgClTpuiXp6amGpVa5lGpVABkZGRUqeBStLkUBEEQBKFcuXz5MmlpafrOPKbcuHGD6dOnk5KSwttvv02zZs1MpuvauQ0rlsxm+uSRJCenMW7aAoKCQ/SV4pGRkYSFhVk8VlRUFK+99hrR0dGMHTvWIBDVD21kQt66/FX2VUHVOltBEARBEMq9U6dOUb9+fby8vEyuDwgIYNq0aSQlJfH2228zfPhws/tq36YF3fza8fKo59iw4l3U6kw2bd1lcCwnJydatWplcvugoCAmTZpEREQEY8aMYebMmQbrHRwczI5nmbe8KpVagqgWFwRBEIRyRdOweVlnocwFBAToe24/bs+ePaxatQqpVMqSJUt49tlnze7n8dEln2hcj3p1fQi+GapfdurUKTp27IhcbhwSHT9+nIULF5KZmcnMmTMZO3asURpvb29iY2NNHj8uLg43Nzfs7OzM5rEyEsGlIAiCIJQjxdEjuyKLiYkhNDSUuXPnGq3buXMna9euxcXFhRUrVtC2bVujNDqdjpdffhmlUslnK94zWp+eocbOLrfdZ2ZmJhcuXDB5rKNHj7JgwQJkMhnLly+nV69eJvPbsmVLgoODiYyMxMfHR79crVYTEhJC586dbT73ykJUiwuCIAiCUG4EBATg6OhI69atDZafPn2adevW4erqypYtW0wGlgASiYSaNWsSGBjIuYtXDdYd+uMU0THxdO/aDoCLFy+SmZmpH4Ioz61bt1i8eDFyuZz169ebDSwB+vXrB8DXX39tsHzXrl1kZWUxcOBAm867MhEll4IgCIIglBt5M+U8Xk29Zs0adDod3bp14+bNm9y8edNo2/79+wMwa9Ysrl27xoKP1jL0uV7U9vEkKPgOvx4+gW8dL6ZNfBHIDWSbNGliNMTRhg0byMzMpGvXrsTFxXHw4EGjY/Xo0QN7e3tatWrFoEGD2Lt3L8nJyXTu3JmgoCD27dtHt27d6NGjRzF9MhWHCC4FQRAEQSgX8mbKmT17tsHymJgYwsLCgNwZcczNepMXXNatW5evvvqKzetX8uvhk6SkpuNZszqjhvVnwpjncXJy4GFabmno47ME5eTk6Gf7CQgIICAgwOSx9u3bh729PQDvvfcetWvXZv/+/Zw4cQIPDw8mTpzIuHHjqty84gCSpKQk833ohVKlVquJiIigTp06+rGxqoqqfO4gzr8qn39VPneomucfHx9PzZo10Wq1ZGVloVQqq9xQNUCpnH/2g9tIFaYHa3+YZk91rzolclxbFPX8866j8qjqXc2CIAiCIFR5Va88sfSI4FIQBEEQhMpJRJBlQgSXgiAIgiBUShJEy7+yIIJLQRAEQRAEodiI4FIQBEEQhCpH1JiXHBFcCoIgCIIgCMVGBJeCIAiCIFROoniyTIjgUhAEQRAEQSg2IrgUBEEQBKFSEgWXZUMEl4IgCIIgVDlimKKSI4JLQRAEQRAqJ4kIIMuCCC4FQRAEQRCEYiOCS0EQBEEQBKHYiOBSEARBEIQyERQUhJ+fHxcuXDC5/tKlS3Ts2JHIyEgAkpKSWLlyJUOGDMHPz4++ffsyf/587t69a/VYi5ZtpEvvsUTHxJtcHxsbS8eOHTl//jwAarWaTz/9lGHDhuHn50evXr2YPXs2gYGBRttqNBq+//57XnzxRbp168aQIUPYvHkzarXaxk+icpGXdQYEQRAEQah6wsPDWbBgAVqt1myaU6dO4evri4+PD5mZmbz22muEhoYyaNAgmjdvTlRUFHv27OHMmTNs27aNhg0bmtzPwd//4vdjZyzmJyAgAAcHB1q3bo1Op2Pu3LmcPXuWXr16MXr0aBITE9mzZw9Tpkxh3bp1dOzYUb/tihUr2Lt3Lz179mTkyJHcuHGDr776iuDgYNavX49EUrX6rVf44DIpKYmtW7dy8uRJEhMTqVOnDqNGjWLw4MFWt718+TJTpkwxua5t27Z89tlnxZ1dQRAEQajyjh07xrJly0hOTraYLiAgAD8/PwB27txJSEgI8+fPZ+jQofo0vXv3ZsKECWzcuJG1a9ca7kAC0THxrP7kK5QKBVnZ2Qbr8jt16hQdOnRAoVBw6NAhzp49y/jx45k+fbo+zeDBgxk9ejSrV6/G398fgOvXr7N3716GDh3K/Pnz9Wm9vb3ZvHkzR44coU+fPgX5eCq8Ch1cZmRkMHPmTG7fvs3w4cOpV68ef/zxBx999BEPHjxgwoQJFre/ffs2ANOnT8fT09NgXfXq1Uss34IgCIJQVc2ePZuAgADq169Px44dOXLkiMl08fHx3L59mzfffBOAs2fPolAojAqPmjZtSoMGDbh48aLRPjQaLR98/Ck+3h7U8/Xh8NFT+nX5Y8vs7Gz+/vtvZs2aBcC5c+cAGDZsmMH+PD09adu2LSdOnCApKQk3NzcOHDgAwJgxYwzSjho1ii+++IIDBw6I4LIi2b17N8HBwXz00Uf07dsXgKFDhzJr1iy2bdvGgAEDjILG/G7duoVEImHkyJHY29uXVrYFQRAEwayMv2eVdRbMsm+/rsj7uHv3LtOnT2fUqFFs377dbLqAgADs7e1p06YNAEuXLiUhIQGZTGaQTqfTkZiYiFRq3I3kq50/EXwrlB2ffsS3/gfMHuvSpUukp6fTpUsXAGbMmMHw4cPx8PAwSpuQkACgP15gYCAuLi74+voapFOpVDRs2JDr16+bPW5lVaGDy19//RUPDw99YAkgkUh4+eWXOX36NL/99hvjxo0zu/2tW7fw9vYWgaUgCIJQbmiTg8s6CyXK398fpVJpsa0l5FZTt2/fHqVSCYC7uzvu7u5G6Q4dOsT9+/fp3r27wfLAwEC2f7uPmdNeon5dH4vHCggIoFGjRvoCKTc3N9zc3IzSXblyhcDAQBo3boyLiwsAcXFx1KpVy+R+PTw8CAoKIjU1FScnJ4t5qEwqbG/x1NRU7t69S4sWLYzWtWzZEsDi24JOpyMkJETf+Fej0VTZXl2CIAiCUFrygkVLcnJyOH/+vL69pTkhISGsXLkSmUzGpEmT9MvT09NZvHgxbf/TjBHP97Wwh1ynTp2yeqy4uDgWLVoEYNBfIzU11WwhlUqlAnKb8VUlFbbkMi4uDp1OZ7LaW6VS4eLiQlRUlNntIyIiyMjIID09nalTp3Lt2jVycnKoX78+kydPrnLtIwRBEAShvLh8+TJpaWkWA74bN24wc+ZMUlJSmDdvHs2aNdOvW716NQ8fPmTjyrkWemrnzt4TGRlJWFiYxWNFRUUxY8YMoqOjGTt2LE8//fSjvejMzwKUt85UlX1lVmGDy9TUVAAcHBxMrlepVBbfFPI681y/fp2XXnqJsWPHEhsby/fff8+CBQtISkpixIgRFvNQ3CWdWVlZBv+tSqryuYM4/6p8/lX53KFqnr9Wq0Wr1eoDD51OZ7WKuLwoznzmD8ryPpM8eR1+PD09TR7z1KlTvP/++2RkZDB79mxeeOEFfbpjx46xf/9+5syZg1KhIOlhCpDbaQcgOSUNe3sVSoUdWq2WgIAAnJycaNmypcljBQUFMXfuXB48eMBLL73EG2+8YZDOwcGBjIwMk9vmxQkODg5G64v6/Wu1WotxSF6paVmosMFlHnNvDDqdzqjRb361a9dm8uTJdO3a1aBqvV+/fowaNYqNGzfSr18/nJ2dze4jKioKjUZT+MybERsbW+z7rCiq8rmDOP+qfP5V+dyhap2/Uqk0CKaz8w+PA+D0RCnnyHYl9RKQk5NjsO+AgAA6d+5s8ng//fQT69atQyqVsnDhQnr37m2Q7vjx4wCsWrWKVSaONf619wH44+f/Iysri7/++ov27duj1WqNjnfy5EmWLl2qH2Nz9OjRRmm8vLyIjY01mdfY2FhcXV2RSCRmPzuj799GarXa7FBOMpmMBg0aFGq/xaHCBpd5JZbmona1Wm2xp3iTJk1o0qSJ0XInJyeee+45vvjiCy5fvky3bt3M7sPb27uAubYsKyuL2NhYPD09bWqTUplU5XMHcf5V+fyr8rlD1Tz/hw8folQq0el0ZGdno1AoDKtu2681v3Elkr9wSC6X67//mJgY7t69y9y5c42uiV27drFu3TpcXFz43//+p+9Jnt+4ceMYMGAAWWo1Cl2Cfvn3u3/h7IVrfDD/Naq5uerzcPny5dxSzseOdfToURYtWoRMJmPZsmX07NnT5Hm0bNmSGzducP/+fYO4QK1Wc+fOHTp16mTy2jb7/dtIpVJZjHPKUoUNLr29vZFIJMTFxRmty8jIICUlxeQQArbIG+MyPT3dYrqSKnJWKpVlWpxdlqryuYM4/6p8/lX53KFqnX9KSgpSqVRfFSqRSKpcmzwwrGKXSqX6z+D06dM4OjrSpk0bg8/l9OnTrF+/HldXVz777DOzs/E0bNiQhg0bkvTgPs6KR8HloT8CAGjVogletWqSnp7btjMzMxM/Pz+DY926dYsPP/wQuVzOunXraNeundnz6N+/P3v27OGbb74xGER99+7dZGVlMWjQIJPfb1G/f6lUWm5/MxU2uHRwcKBevXoEBQUZrcub97NVq1Zmt1+xYgUBAQF89tlneHl5GawLDQ0FoE6dOsWYY0EQBEEQrMmbKUcuNwxR1qxZg06no1u3bty8eZObN28abdu/f3/935rsLFBYPlZAQABNmjQxGuJow4YNZGZm0rVrV+Li4jh48KDRtj169MDe3p5WrVoxaNAg9u7dS3JyMp07dyYoKIh9+/bRrVs3evToYfvJVxIVNriE3Ito8+bNHD58WD/WpU6n49tvv0WpVBqMf/k4T09PoqOj2blzJ2+99ZZ++d27d9m/fz8NGjQw6HkmCIIgCELJypspZ/bs2QbLY2JiCAsLA+DAgQP6WXEelz+4tNpJRpJbGtq7d2+DxTk5OfrZfgICAggICDC5+b59+/RDEL333nvUrl2b/fv3c+LECTw8PJg4cSLjxo2rcvOKA0iSkpLM96Ev59RqNePGjePevXuMHDkSX19fjhw5wrlz55g5cyZjx44FcocZuHr1Kj4+PvrSTLVazeTJk7l58yY9e/akQ4cOxMTE8MMPPwCwefPmUg8u1Wo1ERER1KlTp9wWdZeUqnzuIM6/Kp9/VT53qJrnHx8fT82aNfUdSJRKZZWtFi/J84+PvEd1Z/PN2zIy7HDyrFvsx7VVUc8/7zoqjyp0yaVKpeKzzz5j8+bN/Prrr6SlpVG3bl0++OADBgwYoE936dIllixZwsCBA/XBpUqlYsuWLWzfvp0jR45w/PhxXFxc6Nq1K6+++ip165bdBScIgnk7l8ylk08Ezg4ZhMXX5ERmHd6au7issyUIQjkjocKWnVV4FTq4BKhWrRoLFiywmGbQoEEMGjTIaLmjoyMzZsxgxowZJZU9QRCK0faFc3mx0zUk/w5v28zzHs63xMxagiAI5UnVK4cXBKHCauiWpg8s89Sue5+1s18vmwwJglB+WW3rKEo2S4oILgVBqDDatwoxXqiEWtVMz9QlCELVVfW60ZQfIrgUBKHiMHPH0ujEY0QQhIIRd42SI4JLQRAqDjPVXBLxmBAEwYio9i4rIrgUBKHCk0isjGcnCEKVI145y44ILgVBqPBkElFCIQiCUF6I4FIQhAqvKs6AIQiCUF6J4FIQhApPKkouBUF4nJV3TvFKWnJEcCkIQoUnFU8JQRAKStw3SowILgVBqPBkoleoIAiPsR47ivtGSRHBpSAIFZ6oFhcEQSg/Kvzc4kLFtffjOTRxiyMjR0mkpDHNn32hrLMk2ECn05GZnorK0bmss6IngktBqJiCgoKYPn06mzZtol27dkbrL126xNSpU9m7dy8+Pj4kJSWxdetW/vrrL+Lj43FycqJdu3ZMnTqVevXqGWz7/e4f+Oq7nSaPO+nlobw8cpTBstjYWJ577jk2bdpEhw4dUKvVfPnllxw5coTo6Gjs7e1p1aoVkyZNomXLlgbbajQa/P392bdvH9HR0VSvXp1nn32WiRMnolKpivYhVUAiuBTKxG8rZtK3ww19Y7mmaZHs35NKnVkLyjhngiUn1kynbeNQJCotUTFOpD/5Lo1adyjrbCEV1VuCUOGEh4ezYMECtFrz49SeOnUKX19ffHx8yMzM5LXXXiM0NJRBgwbRvHlzoqKi2LNnD2fOnGHbtm00bNhQv23o3bvYq+yYN2uC0X4bNfA1WhYQEICDgwOtW7dGp9Mxd+5czp49S69evRg9ejSJiYns2bOHKVOmsG7dOjp27KjfdsWKFezdu5eePXsycuRIbty4wVdffUVwcDDr16+vciNaiOBSKBMd6t416IUhcdTxhGNU2WVIsGrvf+fSt+Odf/8lwdUnDc3lFdD6/8o0XwASqQguBaEiOXbsGMuWLSM5OdliuoCAAPz8/ADYuXMnISEhzJ8/n6FDh+rT9O7dmwkTJrBx40bWrl2rX34nNIz69WrTr/dTJvedpTb896lTp+jQoQMKhYJDhw5x9uxZxo8fz/Tp0/VpBg8ezOjRo1m9ejX+/v4AXL9+nb179zJ06FDmz5+vT+vt7c3mzZs5cuQIffr0se2DqSREm0uhTKhqZhkte6JFZBnkRLBVW88wo2XVfVNISUwsg9wYEoOoC0LFMXv2bN555x1q1KhB7969zaaLj4/n9u3bdO3aFYCzZ8+iUCgYPHiwQbqmTZvSoEEDLl68qF+mVquJiomhQb3aNuUpOzubv//+W3+sc+fOATBs2DCDdJ6enrRt25bQ0FCSkpIAOHDgAABjxowxSDtq1Cjs7Oz066sSUXIplLrMjIyyzoJQCO51TZcwnDr0K8+OGmNyXWkR1eJCZfL5L0vKOgtmTRm4qMj7uHv3LtOnT2fUqFFs377dbLqAgADs7e1p06YNAEuXLiUhIQGZTGaQTqfTkZiYiFT6qLwsJCQErVarDy4zs7KQSaXI5abDnkuXLpGenk6XLl0AmDFjBsOHD8fDw8MobUJCAoD+eIGBgbi4uODra1jVrlKpaNiwIdevX7f4eVRGIrgUSt2fP//AUzXLOhdCcYm6faOss4BMzC0uVCIR8SFlnYUS5e/vj1KptNjWEnKrqdu3b49SqQTA3d0dd3d3o3SHDh3i/v37dO/eXb/s1q1bANy8fZdRE+cRHhGNVCKhdaumzJj6Ek80rkf+oYgCAgJo1KgRnp6eALi5ueHm5mZ0rCtXrhAYGEjjxo1xcXEBIC4ujlq1apk8Bw8PD4KCgkhNTcXJycni+VYmolpcKHVR/wSWdRaEYqR9vOFSCVk7wbhRfp6iVosf2/oxFzZO4ui6t0h7mFSkfQmCYFlesGhJTk4O58+f17e3NCckJISVK1cik8mYNGmSfnlecHkl8CbDnuvN/z6cxYSXh/LPzTtMm72Uf27cMRgI89SpU1aPFRcXx6JFuSW3U6ZM0S9PTU3F3t7e5DZ5PcUzqliNnSi5FEqdGPC6cimt79POowYQbXJdUTr0nFo3lY6t8tqTRvLwp0nw/Bc4urgVep+CIBTN5cuXSUtLsxjw3bhxg5kzZ5KSksK8efNo1qyZfl3nzp1RoOHlUX1wc80dNq2bXzu6dGjFlJkfsnbzN2xcsRSAyMhIwsLCLB4rKiqKGTNmEB0dzdixY3n66af163Q68/efvHX5q+yrgqp1tkK5oJRZTyNUHJJSumnaK80P5VHYavHUxPv85wnDjkqutdP4feNHhdqfIAjF49SpU9SvXx8vLy+T6wMCApg2bRpJSUm8/fbbDB8+3GB9t27dmPjyS/rAMk/zpg15skVjAoNuk5GeoT+Wk5MTrVq1MnmsoKAgJk2aREREBGPGjGHmzJkG6x0cHFCrTdfg5C2vSlXiIEouhTIgk4r2cZWJvJR6astl5oPLwg6ifuTTj+nT2Xh5Z9/K3eZNKN/q1GxoPVElFxAQoO+5/bg9e/awatUqpFIpS5Ys4dlnnzWzF9P3hWrVXNHpdKSr1VQnN7js2LGjyc4+x48fZ+HChWRmZjJz5kzGjh1rlMbb25vY2FiTx4qLi8PNzQ07OzszeaycRHAplDqFGDamUpGVUv2HwkKJt6SQJZdKqcbkcgfHzALtJ+bmNeycXKnmbTwwsyAUVHH0yK7IYmJiCA0NZe7cuUbrdu7cydq1a3FxcWHFihW0bdvWKI1Op2PChAlosjPZ8emHRuvvhkXi4KCimqsrmZmZXLhwweSxjh49yoIFC5DJZCxfvpxevXqZzG/Lli0JDg4mMjISHx8f/XK1Wk1ISAidO5t4g63kRLW4UOoUZh7oQsUkKaWXBUulk4UvPS1a3sODrhLz3VCc781FGfQqt7a+RJa6ajXcF4TiFhAQgKOjI61btzZYfvr0adatW4erqytbtmwxGVgCSCQSXF1duXErhBMBFwzW/Xr4JKFhkfTr/RQymZSLFy+SmZmpH4Ioz61bt1i8eDFyuZz169ebDSwB+vXrB8DXX39tsHzXrl1kZWUxcOBAW0+90hAll0KpU4hq8UqltDr0WAogCz23eBFnZMv463/UaJSRlwm8GyZwdvNbdHvr06LtWBCqsLyZch6vpl6zZg06nY5u3bpx8+ZNbt68abRt//79AXjzzTe5dvUqC5dt5PlBPann601Q8B1+PXyCBvVqM23iCCA3kG3SpInREEcbNmwgMzOTrl27EhcXx8GDB42O1aNHD/1844MGDWLv3r0kJyfTuXNngoKC2LdvH926daNHjx7F9MlUHCK4FEqdKLmsXAod2BWQ3MJLibTQ41wWLbqs3eiB0bJW9cOLtE9BqMryZsqZPXu2wfKYmBjCwnI73x04cMDsrDd5wWWDBg34dO1/+WbXTn4/epqU1DRquldn1LD+jB8zBGcnR7Izc0tDH58lKCcnRz/bT0BAAAEBASaPtW/fPv0QRO+99x61a9dm//79nDhxAg8PDyZOnMi4ceOq3LziIIJLoQwoZKLksqI5f+g3mitMryu14NJCACkt7FBEJZB1uat4eRIEW02cOJFp06bph+pRKBQcP37cKF2tWrX0UzLayserFh++N93segk69uzZY7RcLpebDSjNkcvlTJw4kYkTJxZou8pKtLkUSp0ouax4rp85YXadhU7cxcrScEOFLbksrcBYEISyIH7fZUUEl0KpE8FlxSPTZZtdVx6qxQs7Q4/MXImnDbu7eqZgJRuCIJQuq++9Va+2utSI4FIodQpZjukVGvGWWV4pZZY605ROMwdLHcGkhewkVpQ5ya8cO1TobQVBECozEVwKpU4hM1NyKWLLcktu4Q1fWkpfnKXB9ws7HJK54FJnS5FGVsHGwhQEQagqRHAplDqzwaVQbln6zsxWLRd3Hiw0pyhsCaSlqnZrlKJjmiCUa6LWu+yI4FIodXJzgYq4GssthYUAsjy0uSxsb/GiVIsrS6k5gCAIhWTl3iSCz5IjHudCqTMfXEr4J6BgQ00IpcNSqWFptbmUW8hDoavFzQWsNuxODKklCIJgmgguhVJnNrgEAi+dLMWcCLayFFwWfurFgpFbCOYK21vc0tiZ1pibl1wQBKGqE8GlUOosBQnpyUmllxHBZkoLLwSlVS0us1RyWchqcXPV6bbszdJnIghC2bNe7S16kZYUEVwKpU4mNx9cKsSPvVyyWC1eSnPFl8T0j5aq2q0RJZeCUN6J50lZEcGlUOqkFkouxQVZPlnqLV4e2lwWukNPEXq6K+VmxmsVBKF8sFZ0KXr0lBjxLBdKndTCgNwSqawUcyLYSmlu4HtKr82lzMJLSeE79JgOWCU2PHSUUvOfSWxYeKHyIwhC8RGxY9mRl3UGhKpHIjcfCBS2Y4ZQsix1wiqtkktLwWVB2n3+sHwutexTictwoLWn6X3a0obTzkLJ5cVTf9C/7gSb8yQIQukTwWfJEcGlUPrkOsz9rOWlNCC3UDCWSi5Lr0OPhZJLG6+bs+un0L+z9VJFW/ansBBcxoXcsSk/glDVBQUFMX36dDZt2kS7du2M1l+6dImpU6eyd+9efHx8SEpKYuvWrfz111/Ex8fj5OREu3btmDp1KvXq1TPa/tAfp/i/vYcIuXsPB3sVT7ZozGuTXqRuHW+jtLGxsTz33HNs2rSJDh06oFar+fLLLzly5AjR0dHY29vTqlUrJk2aRMuWLQ221Wg0+Pv7s2/fPqKjo6levTrPPvssEydORKVSFdvnVVGIanGhVIVcumZxLkFRcFk+yeWWZugppZLLIk7/uHvjalo2C7PpWLYEl5Z6i2uysmw6jiBUZeHh4SxYsACt1vxv+9SpU/j6+uLj40NmZiavvfYae/bsoUOHDsyZM4fBgwdz5swZJkyYQEhIiMG2X3yzmw8+3oxCqWDGlNEMHtCD8xcDmTJzCdEx8UbHCggIwMHBgdatW6PT6Zg7dy5ffvklTZo04a233mLUqFH8888/TJkyhXPnDMdkXrFiBevWraNBgwbMmjWLTp068dVXXzFv3jx0uqr3YBMll0KpOvHrD7zYxfx6S+0xhbJjqVq8tKZ/tNQRzJZg0DMzxPIk6Qb7s55GbqHksrQ+E0GoqI4dO8ayZctITk62mC4gIAA/Pz8Adu7cSUhICPPnz2fo0KH6NL1792bChAls3LiRtWvXAhAcHMw3u/fyVJc2/PeD2chkuT/qDm1b8vrby/h6137mvj7Z4FinTp2iQ4cOKBQKDh06xNmzZxk/fjzTp0/Xpxk8eDCjR49m9erV+Pv7A3D9+nX27t3L0KFDmT9/vj6tt7c3mzdv5siRI/Tp06cIn1bFI0ouhdKlzrC4WrztlE+WxiYtrTaXll48bKmar2GfZvvBbIhBFZZKc0URfJWXFBvFjc/HkLxvAHE7n+fXNfOtb1RFzJ49m3feeYcaNWrQu3dvs+ni4+O5ffs2Xbt2BeDs2bMoFAoGDx5skK5p06Y0aNCAixcv6pft3bsXrVbHW6+/og8sAdr+pxmTxw2j+RMNDfaRnZ3N33//rT9WXsnksGHDDNJ5enrStm1bQkNDSUpKAuDAgQMAjBkzxiDtqFGjsLOz06+vSsSzXChVCgudeaD02u8JBWNpbNLCDgNUUBaPY8NrcoGGDrKhBN3SZyITr+1VXtIvs6nd6CEAji5qnq5+if2bVvLc63OtbvvTTz+VdPYKbciQIUXex927d5k+fTqjRo1i+/btZtMFBARgb29PmzZtAFi6dCkJCQnIZIajiuh0OhITE5FKH/3w/v77bxrUrYNXrZoAZGfnoNVpsVMqmfRybqmnNvvRPi5dukR6ejpduuRWrc2YMYPhw4fj4eFhlK+EhAQA/fECAwNxcXHB19fXIJ1KpaJhw4Zcv37dps+lMhHBpVCqFFZGGiqtAbmFgrE4NmkplVxKLA1hZcNLiaUOOEZsCA4tBpfiJalKu/H3GWrXe2i4UAHu2bdt2j4uLq4EclV++Pv7o1QqLba1hNxq6vbt26NUKgFwd3fH3d3dKN2hQ4e4f/8+3bt3B3JLISMjI+nSoTUXr/zDp9v8uR6c2x6zRbNGvDltDC2bNzLYR0BAAI0aNcLT0xMANzc33NzcjI515coVAgMDady4MS4uLkDu91WrVi2T5+Dh4UFQUBCpqak4OTlZPN/KRLxfC6XK2kNXJmZUKJekFoePKgfBZXGXXEolRN68YTk/loJL248kVEJXfvvB5PJWTWzrUFbZ5QWLluTk5HD+/Hl9e0tzQkJCWLlyJTKZjEmTJgGQmpqKVqslLCKK2e+u4Ikm9Vm+aCavvzqK8IhoXn97WW6wme95dOrUKavHiouLY9GiRQBMmTJFvzw1NRV7e3uT2+T1FM/IsNwkrLIRwaVQqpRWSiZFtXj5ZGls0tKqFrcYsdlUclmw6RqvnT9lcb3EQr2P6NBTtdmZu8+Jy8Jmly9fJi0tzWLAd+PGDaZPn05KSgpvv/02zZo1AyDr39Ea7kXFMG3SCObMGEePbh0Y8+JANqx4F41Gw4ZPv9M3rY6MjCQsLMzisaKionjttdeIjo5m7NixPP300/p1lnqD563LX2VfFVStsxXKnMJKKZcILsspS8FlaX1nRSy5tDSckilx4ebHw4wLjwCFmAxAMM1RkW1yuTZHDNttq1OnTlG/fn28vLxMrg8ICGDatGkkJSXx9ttvM3z4cADi7kUgS48GQCaV8sJgww5DTzSux5MtGnMt6BYZarX+WE5OTrRq1crksYKCgpg0aRIRERGMGTOGmTNnGqx3cHBA/e++Hpe3vCpViYNocymUMku9jkE8lMujgP0/09rR/EOxNNrJrh0/jimvWHgw2/DMlisKFlzqMs1XYx378XsGtTJ/0NJqKiCUT44K0+OcarJtazBhqhNJVRMQEKDvuf24PXv2sGrVKqRSKUuWLOHZZ5/Vr3Oxy0bubI+DgwqFXI6diSr46tVc0el0pKercSY3uOzYsSNyuXFIdPz4cRYuXEhmZiYzZ85k7NixRmm8vb2JjY01mde4uDjc3Nyws7Oz8cwrBxFcCqVKYWE+Zii9ziGC7f459xetnzG/vjSqxe1q1QBM37xzM2FD7267gl5b5tNnJD2wuKUoga/anJSmS7GybQwui6NHdkUWExNDaGgoc+ca96zfuXMna9euxcXFhRUrVtC2bVuD9Qq7HEBC8ycacuFyEHH3E/Bwr26Q5l5ULPYqO6q5uZCZmcmFCxdMHuvo0aMsWLAAmUzG8uXL6dWrl8n8tmzZkuDgYCIjI/Hx8dEvV6vVhISE0Llz50J8ChWbqBYXSpXCSimXKLksf5RWhuWxpad2UdkrrLwHW7mTHd/zf2BXsHxauhbNtqnL21a0uazSHO0yTS7XaitutXhCVAQpMWEkRkeQXcIzUAUEBODo6Ejr1q0Nlp8+fZp169bh6urKli1bjALL+HsR+r8H9XsanU7H1h17DNKcOX+Vm7fD6Pl0R6RSKRcvXiQzM1M/BFGeW7dusXjxYuRyOevXrzcbWAL069cPgK+//tpg+a5du8jKymLgwIE2n3tlIUouhVJlteRSPJTLHWU5GD5KJrPyULay+u61c7TvXrAHu9xCwCq38pmIavGqzcFMcCmroDOQpcaG4er06JyyH95DUbNBiR0vb6acx6up16xZg06no1u3bty8eZObN28a5jPxAS8M6gjAs738OB7wNwd+O86DhCS6+bXlXmQsP/z0O+41qvHapJFAbiDbpEkToyGONmzYQGZmJl27diUuLo6DBw8a5bNHjx76+cYHDRrE3r17SU5OpnPnzgQFBbFv3z66detGjx49ivHTqRhEcCmUKkvzMYN4KJdH8nLQw19hpa0uUglL3h7PotU7TK52sDJ4v+ldWiq5FNexYJ5KZbpDj8zadVwOxUdFUt3RMFhW2OWQEBVBde86xX68vJlyZs+ebbA8JiaGsLDcoZwOHDhgdtabFwZ9q/976YI3+L8Wh9l/8E/WbfoWJycH+jzTmakTXqRGdTd0ObmloY/PEpSTk6Of7ScgIICAgACTx9q3b59+CKL33nuP2rVrs3//fk6cOIGHhwcTJ05k3LhxSCQVt8S6sERwKZQqhQguKxyFtULDUihttlZwCeCqU5ldZ2/lujPF0vPAavMOMRlAlSa3M329WZqMoLxSSjUmawbsCzJurAUTJ05k2rRp+qF6FAoFx48fN0pXq1Yt/ZSM5iTHhAOP2rvKZFJGDevHqGH9TG8gye0c9Di5XG42oDRHLpczceJEJk6cWKDtKivR5lIoVdaCS9ERovxRyCw/REojuJTb8NIhtzM9iDGAg9x0SZIllgJapZUgwZb8CpXTw/g4JCrT339FbPZj7oVfXogXtpImCifKDxFcCqXK2g1J3BzKH7mVgL80anzkNjyU7Sw0hHRQFrwDgsxCb3GlGPVAMGPPJ/8z+2ZiaVan8srcz7s8hsllNX1wUnQEmfEhZMTf4X5UhPUNqgARXFYyd69e5/aF82WdDbOsllxWwDf7ys5aO9nS+M5sKQmUWbidOSpMd7CwuD8LQbW1z8SWYFionJwU5q9DSQWcF9Tsy6Ou/LUjLIuar5SYMJwdM5DbaVDa5VDNIYP7kSLAFG0uKxH/j+bRp8k/2Llnk7pfwvHrTRn47tqyzpYBayWXosSn/FFY6bxiyxiTRWXLQ0Nq4cFdqJJLSx16rDQVEG0uqy4HhYVrowL2FpeYuScX5Uw0OTlkPLiHSpGNHEhNssOllm8R9piroC+6xREeO9g9dm+Rgn0BZwOrjETJZSVx9+p1+j4RhJ17btsyiaOOHm2D+GLxO2WcM0PWekuKh3L5Y7XNZSkUYFjrQJObD/MPFvvHHwA2sPSiY+0zEc07qi4nuYVrTS4h8lZI6WWmGJh7sSvKzz79QST29llI5Dokch2ODmoeRpufbtVWpV1yGR95z+QLg0pVsuOAVgTFFlyGhYVx5swZkpKSUKvV+onjhdLx989foqzx2ANPLqGhc2rZZMgM620uK96bfWVnrQq4VDr0WCs9BeQWnnZ2hSm5tBDQKq30lBUvSVWXo9JyE4yfd2wqpZwUD7PBZRHu1fYmpse0NzMfe4GUcnMUs5MllL8WA6WuyMHltWvXGD16NCNHjmTWrFncunWLq1evMnjwYI4cOVIceRRs4Ov80OTyFj73SjknlkmtNGgvqwbZgnnWgsvSqP+wNtYmWC61UJoZGsYSy20urU0GIK7jqsrJzADqeeykFSvyMBdEFiW4lJgYd1amLFpVcvy9iFIP6qx1dqzKivRYCAkJ4Y033iAhIUE//RGASqUiJyeHhQsX6gciFUqWqTdBgJyc8tWC3NoMFWIoovLHWhVwadzQbQsuzWdEWuB5xS0/OBRW2lRV1pLLX7/eyr41HxJ0zngcQiGXtZJLuaxidXUwVzNR2OYwqUmJRciNedLCRDNFfN6YrVERj7GiBZdbt27F3t6enTt3MmvWLHS63E+0VatWfP/997i7u/PNN98US0YFy5xVapPLs3LK143M2lAcokNP+WN1PLtyUi1uriTlq5X/A7uCH9NS6aPcWnBZCa/jv9ZO42mPPfRpfRrf+I858PGsss5SuWSvshxcWhsjtTxRp6aZf3ksZGCWmZ5W+AxZYMtEC8V+zEr6ElkcihRcXrx4kRdeeIHq1asbrfPw8GDo0KEEBwcX5RCCjVyc0k0uV1rquVgGrA3FYbYNSwnb9v7b3N46mvidQwjeMpZN77xVJvkoj6wNH1VeqsXNvkalJRTqmJYCRKvBZSUbiujrD+bRpkUoKHP/LbGHp1vcICL4n7LNWDmktLPW2aviXBvJSQkWgsvC7dPS+avTMwq3U8qm1stscCmBB3GxpZuZcqZIxVrp6el4eHiYXe/i4kJqavnqUFJZ2TmZbgxtl6+R9E8bltPS8Rp28mzuPKjJU29uRCor5WpzuQ5Ld6WyaKt2fNePDG8TjKJabsDg4JnJiy4ppZ6P8sp6yaWEzxe/h0qi4Yl2Pen03LPFnwcbSi7NlaQ4FnJYEEul6DIrJfCVrUTjPzXjjHpMSZ10nPvhC+q8v6qMclU+yVWWrzdFBXrxkFl6cZRATFQEtQo4v7ilIDA1KQGVg0+B9penULUFEkiOCQMkZGok1PQp2LlILDTz0lTxTs1FKnPw9vYmKCjI7Pq///4bLy+vohxCsMHWhW+BmWmV5f82kv7p03X0bnSCWvUTqVYnlXatQ7n86aulmEvYsWqF1bqL0nj7/O7Dd7i7fST3dw3h+qevkHL3pD6wzOPgmYn/0rklnpeKwFopHcCYpy4wrPsVmuWsZ9fSecWfBxuCNXMlIg6FnAPZ0kDoFa1j2s4lczmxejo/LS9ciXyjBjEml1ezM90cp6ra+MF7Zu/FeSrS1KDW+h4V5jK3FARKLcyKZU2hmlRJwNEhE0cHNdUdM3hQgNl14iPvWSy9lVawjlvFrUgll88++yzbt2+nS5cutGnTBgCJRIJWq+Wbb77hzz//ZPz48cWRT8GCmvbmL2LZvx0ZfDVXjW56TzSIIiI4mDpNm5Zk9vQyHlivJijp2V5+2vopg1tfReqce5x6HnHUI85k2gauJdPwvKKxNjZpbqLca1DmqqXvE8VfVSqzYR5jcy8mhZlXHCwHiFITvV1t3ba0nVzzGoP97ugjhVtbX6Lxq98XbCdm2qyqChm4V1au2DBkVjm6Nqyx9rJfmADq8d/G9X9uM+XND/lkxXwaNW4HwIOoezjbqZHJtVy6coPpc5ayd+9efHx8SEpKYuvWrfz111/Ex8fj5OREu3btmPBifxo2rKXfb5feY63m5fSRb/NlDFKToun//DA2bdpEhw4dUKvVfPnllxw5coTo6Gjs7e1p1aoVkyZNwqeGq8G+NBotu/ce4qdfjxEdE4+bqxsDBg5k4sSJqFRW3jgqoSIFly+//DJnz55l/vz5ODk5IZFI+O9//0tSUhIpKSk0btxYBJeloJqdhXYqSh0fL3iNmb2ijNep4E//L3h58coCHe/SH8eI+nsfICEmy4lJCz+yaTt7pfWCcnOzQRSXGilXkTa0LYC1NguLrb7+YC6dvKJxts8gMrEa5zMbM31e+Rrc3hJrVcCPs3PP5tsP5zF28Ypiy4NNvcXNdNF0MDOSgjUWq9kU1pp3lI+qzy8WzmFU11CDIijvhgns/mguL75v2+/+i4VvM+oZ0+ucLd17Komti9+lhjKHBI09kxcttZjW4uw8/7KpiUcZuh91D2dFJjK5FicHK8FlIbpF569hiLgXw7sfrEOrzV0mleiICY/A3UmtH67o9N+X8a1dCzk5ZGZm8tprrxEaGsqgQYNo3rw5UVFR7NmzhzOnT/H5hsU0qFcbgMXvTjN5/LN/X+O3IwH0eKqD0brzly/g4OBA69at0el0zJ07l7Nnz9KrVy9Gjx5NYmIie/bsYcqUKSxf/B7dujTRb7tyw5f89MsxnunWgReHPkvgPxF89dVXBAcHs379eiSlMdtEOVKk4FKpVLJ582Z27tzJ77//TlhYGLGxsXh7ezNixAheeeWVKhmxl7Ya9hZ630kl+CiczK6uZqXx+eO2LHibke2CadIh9wapSZby7YdzGWtDgKq0oXlnSXeEaN0k1Oa0dsVQKvPJO28wrvMdZK65gYpr7TSq3ymZ3pIlRVqIKes87Iu3utRqu0/Mt3O0NjRMQff3w6b19G9mpXlHOSmdalItTd8JJ796zraXyvs4mf8dOFXyavE/Vr7BS0/dyi2Zz4Tf/vcm/d5Zbza9ow0Dgdsy21RZiQkNxd01x+Q4lKYUJl7K+238+dd5lq/eRkrKo/uhFB0qhcTg+KfPXaFLx9bYyyTs3LmTkJAQ5s+fz9ChQ/VpevfuzYQJE9j0+U5WL89tztSv91NGx46Lf8C6zd/iW7sW78+bYrT+9NkrtGr5JAqFgkOHDnH27FnGjx/P9OnT9WkGDx7M6NGj2bx1O926/BeA68Eh/PTLMZ4f1JN3Zk0EoG8vFfUbNWHz5s0cOXKEPn36FPzDqsCK3M9TLpfz8ssv8/XXX3P8+HFOnjyJv78/U6dOxd7eHrW6ct98yoNqjpaDlYYWOqe4KQtW8vBso3so3B496GUuWvxq29ZORW7D1VaSs73sXL0KiYPt6Z0dil4q07ZWjj6wzFOrbgLbF1Wc9py2Pmjycy5kQGeOLR1kzD3n7AsxOw+Yb8P5MM769V5eSi4beZhuilLX/b7N+/B2Mj1BA4CDlWF3KrJdH82lc5tbj9qJ20G3VjfYvuhtAGLDw4y2cbKhlLwkqsUfPrhPWrL578lWDvayAv3eLZVcPoiNJik6gtTYMIO2jBKpjrffW8n8D9bjXt2NPs90ebQ/iQ4HxaNrKv5+IrfvhOPX6T8oZTmcPXsWhULB4MGDDY7VtGlTGtT14dJVy6PTrNywg4fJqbz71mQcHewN1mVn53DhchAd2+c28Tt37hwAw4YNM0jn6elJ27ZtuRt+j6SHuc/WXw+dAOCl4QMMPptRo0ZhZ2fHgQMHLOarMipSyeXzzz/PW2+9Rffu3U2u/+2331i1alWJztST1/7i5MmTJCYmUqdOHUaNGmV08Zlz4MABdu3aRXh4OI6OjjzzzDNMmzYNFxeXEstzcXNyshwENa5lujE+QDV700MYmbJ76RwG+iXx+GPcwzPJpu1teWMvyQ49ztmRBUrvYF/0B2frJ+4aL5RJ8HCoQG3VrPTwN8W5mEu0bGn3KZPo2LRgKTJZJtOWPGqq4VCIecXBfOmjwobRmktjSkxr1r/5BpP7m/5929SO9l+1qiWZXadSFcOUfeVUN987xj1a7KCLTxwP/AfjVD2ThDNK/rz1BC8syO0x76Swfs9QSK3/9v2f/87mfGpzMh+N8aoDjVaKXJlbXK3VaNBpc/T3VY1Oilxhoij7X7octdWf+ojvuun/NldyGRt5j2p2mcjscwsi7IHM+yGkZCqp5gRhEdFMm/gio4f35+udP+u3k0p0Bs1wTp+7jL3KjtZPNkWKlqVLl5KQkIDssVFOYiPCSXyYjNTCb/PchUD+On2Jfr270qaVcT+DS1eDSc9Q07ldbnA5Y8YMhg8fbnJEnISE3OHN8o4X+M9tXJydqFP7UZtPqUSHSqWiYcOGXL9+3Wy+KqsCBZdJSUncuXNH/+/o6GiCgoJwcjKudtXpdBw/frxE5xjPyMhg5syZ3L59m+HDh1OvXj3++OMPPvroIx48eMCECRMsbr9jxw42b95Mhw4dmDFjBlFRUezevZsrV67wxRdfVIgq/eXzJvFm7xws3REca5l/0Ls5GD98rv15ivN/7MNVpSUqLYcZy9cB8FS9UJN3E4kDfLHobSYtWW0xr7YElyX5UG5YLb5A6RVFDAB3LJ7LiKdNr/OwLx9DdO1aOg93VQax6Q6MWfw/o/X/XfgmM54peN2Xm0Nuafr/fbKaETPeLnT+Dq+YSccGd3CsZf27kEq0KOUp6HTw2aIFTFuyjE/em8XE7ra/QOVnrrTUzoZmAiVZchkdcoffv/kMjUbHhKXmm6M09FKYrBIHUDnZdl8+u/8QLauZv3/I7ct3+0FTli+cwXtLP7GY5v+WzWFAF9M1Qr6N8+4jEuzcs+nrEMiX789lwkcrcTIzmUV+ChsC+5hL0VbTlAcSMyWXTvIco+kc5UoN1f6tKfv+i/+hVCqMtlMocgzqU0+du0K7Ns1RKhXoNDrcq7nj7u5utN2Jv05y/0ES3f3amc3rZ9t3I5fLmDphhMn1p89dpmH9OtTyqAaAm5sbbm5uRumuXLlCYGAgjRv44uLsCOSWsHp61DBIlxfQe3h4EBQURGpqqslYqbIqUHApl8t57733SEpKAnJ7hu/YsYMdO3aYTK/T6fDz8ytqHs3avXs3wcHBfPTRR/Tt2xeAoUOHMmvWLLZt28aAAQPw9PQ0uW1sbCxbt27Fz8+PNWvW6N9AmjZtysKFC9m9ezevvPJKieW9uNR2rA7ygpXI5efo9Ohm+M2GVVRLj6SdTxgje6TlBpKZ8Mt/Z5GlldG3s/nq95r2xjeZwytm0r5uKHKlhqi46iilxoPtP05RPYfwL18kRyvlcqwPL7z3KGBd9/ECZs1fVsAzfMSnZgEH01bBJ+/N0gfXAF99MBc/n0g83ZNIT1NxPLQh91M1DG4WQfWaKeRkyjgf0oDecz/hiWrJZndd08n8ujxXjwZw8vc9vP7xmoLl+19frvsfE2aZ7zh0fsNknusSoS+dObf+VTq+udUgjbesEFPbANXqpJLyc38GtNCR+H/HOBTcnFELbe/g878P5zLII5au7U335Del9r+9+++lOfEgNZnNC+fzZI1sswGWNeaCS1vGKbT2krRt4RxqOWpIyZIzdJ7lTiL57fhgHs81DWZY9yzQ6rizbRQ/BPoyb53xZ9u4uvnPTuIAn81/m2kfW34hDL18hJZdLSRQwfqZ03hzw2f6RR/NnUgPLzu8XRNJSnckIEZOZOJ9+jX0pH61+yRlOHIhphoTlxpf10vfm0Y7FxXNPaJRZyv4O8aHsSZeeqz55oN5dK0TTs2aD1GnKTka0oSEVC2Dmobzpl8KD38cyOlbjej3znqOrnyDpp7RqLMUnI+uw8iFK3mq7h3rB/mXxAHaeuU2M6jubP2lsbx36CkIUzVN9yMjqGbl5cVUYAmG40bm5ORw/mIgr786Wr8uMvQOPvUbGGwTEhLCp59vQyaTMWHs8yb3eyXwJv/cuMPAZ7tTy9M4OIXcQPZpv3b6ZguxEeE4KbUo5TlotFJSsxRoFXYsWrQIgMnjHlWXp6al45uv1BIezRiWV0iVkZFRpYJLSVJSUoFesc+cOcO1a9fQ6XR88cUX9OjRg0aNGhmlk0ql1KhRgz59+uDo6FhsGc5v5MiRpKWlGbVn+Pvvv5k+fTqvv/4648aNM7nt119/zcaNG/nkk0/o1KmTwbohQ4ZgZ2fH7t27SyTf5qjVaiIiIqhTpw7fL3sPpUxO3N1YYpNjyJDlULtxG7SZGbjb2SOR6dj49QWWTmvDM52KMPRLFmz9sx7VVC4MbBqMvYeJm0ImZKXJUVY3X3p07aovP1+P594/iXR/ph19G0RQo671AMqiHB1HLzanjlMSjRtEgxTuhblzJLQmCdEP+fPPO4we2x6FQopCqiNHKyUtU0MdVw3Na0ZTzSWNzEwFZ8Pr8TBbxrBu1wqchf0BTxKvTsFZ6kzTGg958olww2FZMkGbLUHqZPgzuv2PF7VrPEBl6vMEsh7I2XzYhdSgeBJU2TRo1RSV3I7jJ64w8fk2tK0djqtHGigANaiTlUQ8qMGlWHfu3LmBt68XWp0WjVaGTqdFooUHCSk0rlub1h5x1PWOQ+qgJTnWkRN3G5KhkfCfGvfxcHlIZFI1NFoZrVoZtxk7eLol9+JSib53Bzvnmsx4NhUHz6I3D9ClSfgmoDlJWXGkJCbj5V0fl3+r55Kzk0lO1xF44SZ1knV0G9kWv/q3zX52Vml0nL/aiL1n/mHhMCfT17QNEsOd+Tm4HhlZalIfxOFW2wdNTiZNqil5pqP131zELXckQNADD+5mq5BJwVWTQxfvSHzq39e35dMkSQmN9uTS/ZrcvhOGUqZixx9hrJ7ajpY1o3F3TSErW87VqDp0qH8HxWO/wzvBtfj1sg6Fwo4cTQ6p6nQa1fNlmN8Vo4HP8zt0pgVnr/2DLiuHpi3+g51MSkJWEmmpEv44FMwLQ9vRrlYyLZ603MZUmypBqtSRnmjH6bsN6OQbipPXo5fWnCQZaakqXGs/ejnVJEv54WJzkjOyCb92BYVMTu0nWzL4iSjc8983MuHgxScJj1Nz89Y1HKRydCk5eD/ZhJycHNL/iaJZrydxV2XiolSj1iio7ZqIV90HhmPqZoMuS4LEMd/vVKPjwT1Xw/tUFlz+px6t/3PX4jkbUcOOE80Y/8w/ub9ZCyJuuRPbcCwN6zYgJ0OHQ3UHdDotGRlq7O0dAC27nvq/gh2/FL1x7VGTs0y1gsRUTW7hjE6HVqejpovEqNTSkm1f7eGLb/ayadV7tG3dXL/8wuUg3piznB+/W4fXvwFhUqo96sxs5DIpySmZ3H8Qw6KlS3n4MJk5M8YxbIjpTjOLlm3i92On2fnF/6hX13iQ9qjoOIa9/Bab17zPf5o15959DT415AbnER0VzxvvrCAqOpoRQ4fw1uuPSkC79RtH8ycasmX9Iv0yTZaM+CQN6z79jOMn/+K7HdvxrO7y78uFhCyNjEytFtcaniiVSotV+ubEx8dTs2bNAm9XGgrc5rJz58507twZgEuXLjFs2DA6duxY7BmzJjU1lbt379KjRw+jdS1btgSw2M4hMDDQIG1+zZs3548//ijTYuxmNdJyH/5P6dBlSMlKd0CrvYXKKUt/gxzVzQ7kRRxTUAm1nZx4tmUgUhcz1TV21qc0e7JpOM3qyJC/aAeyYmpfIpfQ87GHeO3G9xnf+D4ZsXa8NVIFqkCLu1CSTW9v8wP9W/Nc12ug05lvXGQHUjvj97NGzSxXaylr5DC1Zxr2w2S502BIQkECk/urgMe+UxWoVFk09oimccNo7vm4cy9ZQXVVOk6qNBxVmdirslDYZyNxyN8LWIKLdzqDvA2Darfa5kug+zYPItnHEbe+UiT2DyyeQ0FIHHWM+M9tAOxrqEH+WMP7HB30U4JCAhT++wJAJqFDsxDuZ7TF3sPy9WFJtZopdEuP46HagRtOdXiYkU1NRyc617NtSts6jXNLs2r/+9/sBDkK1+x/g55H15PMTUsjt2gaZUVzUvUEMqmO2UPskTo/+h0pycbP66bJ4zRoEk2rlKbUUKXjWyMRZ/cMUCZhrfHcU/VCeLqBHJWLFlSPrhFdBszorwKlbb/jvBcrB89Menka34/kbhpc3QyvOZmLliEtbvLgoTNeT9kjkeuQ2Jv4XO2gX+trREbWYHIPB2SOmtw5ZCX/vhhJJYCpl8bHzl0BEsVjv1OZxPgFWEnBA0sAFfSuH2c1sASo0zAel1pyPGvyb/7/bTPvmu/vCkIi0WGnUmEvy8FOkV2ozn/mnDp7mfp1ffSBJYCbUwb8+0i+eeMKC5dtJCMjk9mvv2w2sMzOziHg7CWaNalvMrCE3FJLJ0cHnmzRGKlES003FbJ8nRKDgkOYt2gNDxIeMuL55wwCSwAHe3vUmYYv4RKJDrm9ipzs3OU+HmCnfPTSZQc46yApIR5lrcLNSlSeFalDz6efflpc+SiwuLg4dDqdyWpvlUqFi4sLUVEmxnbMt72zs7PJUtW8BrxRUVE0adLEaH1pcFX9e5OR5r5t2zmaaDhvoVSiIPr7Ff4BrKfMmw2odMbysi+G0jSbldD4ZI/OoQD7V+YGK7WxvbdvQchctVRzLZmpLy2ebzFdy3oq6PefIr7k2EODprm9rdvodJAtye3cVMiZN3JLHC1sq4RuHW4UfMdSCd0LsZ25ttgSe5OLi52qZhY+Na2/wEjsoXajvHTld6zA2o1tfBmTSpAqtRbHavFsVa14MmWFTidBq5XkNgEpxEertMuxWvBQWLlDEP3H5Lof9//Bmk++QiqT8sH81+jb03zzu78vXSc9XU2fnl3Mpjl99jId2rVE/m9HIft8nTlPBFxg8cebyczM4o0poxnz4kCj7b29ahIbZ/j9SxVa3GVqEhLu4+bqjJ3SdPuc1NR0SufbLl1FCi4ht+3i0aNHSU9PR6d79Nai0WhISUnh7Nmz/N//FX8Rf96c5Q4OpseWUalUZGSYfwtMTU3F3t70XTSvjYS1YZSKe5ilvM5PWVlZOKkq1husIJQ3BlWgRd6Z5N+2m+U3uBEqj/w9squimNj7hIZF8vYM42Ztu/b8xvpPv8XZ2ZH/fTjbZM/v/C5fyy0R79S+lcn1mVlZXLwazNtvGPexOHbiHAs/2ohMJuOjhTPo2d10LW3zpg0JvhlKVHQc3l6PeperszIJCb1Hp/ZPmtwuJ1uGp68POp0OrbbgQ1RptVqLcUhZdkouUnB57tw5Zs+ejUajQafTIZFI9AFm3mj0pnp2Faf8Ae3jyx8frsCW7fKvs9YGIioqCo2m+Btnx8bGUr2YB6EWhCLL0XH7lrfVKv/yLC1GZXH0BEF4XE6SDLlTTvGXrlcR2ZlyFAUs3Tx17goODir+09Kw5vDM+ats+Ow7XF2c2LR6AQ3r17G6r+Cbodir7Kjn621y/cXL/5CZmUXnDobB5+074Xzw30+RyWWsXT7XoD3o457t5cePPx/hG/8D+kHUAfx/PERWdjYDnjX9spCVI0cBZGcXbkgvtVpNcrLpvg0ymYwGDRqYXFcaihRcfvXVVygUCmbPng3A6tWrWblyJWlpafj7+3Pnzh22bt1qZS+Fk1diaS5qV6vVZnuKAzg6OvLwoelBZ/P2aa29pbe36Yu1sLKysoiNjcXT0xNpGY6DmJMkQ2anKbXqMcGMTFAnK5ArtMjdyriHqVbH2auNUWtkNKKUgstMiI1yw7N+UrHt8lKEL0/VMt12sdRlAxJdxQlaNDrDTjJVgC5Nwk9XW9DWI5b6TU0PSF8RZKoVZGnkODuWbo2YJlvKwwwZ7o8NMWTN6XOX6dC2JXK5YYiydvM36HQ6nurShlshYdwKMeyUqNVI6dq1F07KLH1nnPCIaDw8apgtLDp97gqNG/riXsOwcnrjlp1kZWXj16k1cfcT+O3IX0bbPt21PfZKe1o1a8LAZ7ux78BRkpNT6dShFUHBIfz865881aUNT3dtb/LYmVoZCkChUBRqekiVSmUxzilLRQoub9y4wZAhQxg+fDjZ2dmsWbMGuVxOv3796NGjBy+99BLbtm1j4cKFxZVfPW9vbyQSCXFxxsNtZGRkkJKSYnLw0/zbBwcHk5GRYVQ9HhcXh1QqtdoLq6SKnJVKJWduNMBNlY6LKgNHezX2DllIFVqy0hUkJDuRlSPHUZmJyi6b7BwZGVlKEtMdaOwdi7JG4Qc21qZI2XelBb7OaXRsG2IyTcQtd31nBXOSoxw4H1GPcxeDeO05R6NOJNpUCVKVtmgP1iy4H+3Cg1RncrRS5FItKkU2ORop91LcyNZK6fXkPwbVo7p0uBNWi7pe8YUK2E793YQbCXIGNo7Eo77hy4kuHX6/0oK23hG4eyZDAS6PjDglCcnO6HQScrRSYlJdCUrSkRGbQnh8GM91bUXXZreMq3p1OlBLyM6Qo1YrSFfbcT/NmX8Sq1PXOYUOT4boP2NdOsTEVMejRpJ+1qCMODvsXTMNe8DnkxjhxMN0B/5J8ODK7XA6PVE8Dc9zkmSERnmg00lQKbKxyzdtXma2grCH1bkRl0l6aibPZdoVz4M9Ay79k8hT7S100CqAnCQZ8QkuVHdOxa6mbb85zUMpETHuBN73ICwxiYi7t3nj2dr6Tj+GB9AR+E9dQh660rPBbZy9/w0MsiE8tCa+jeKM239qdWQlKolNcCUtyw65VEtalh1eLolG1+vjbv3jhaMyEyeVGo1GRopaRXKmPcmZKlKyFSSkSRjZ6TpSZxuaG2RB2N2a1G0YZ3NAmp0gR6uVcC++BjFpLnRtd8Poe1LHK0hMcUKnk+j/n5kjJz7diYdZdsilOpwVmWh1UkKTVHTzjTb92doiCw5eaUnI7TASk6ox0sUBZ+/cMVOToxy4l1Cd5i3vFW7f+ekgK1NucKq6x/6QSHJ/6llaOVkaCdXs1bZ3ntFISMmUotNqkEnscHCw0l5dmxukSRWFm0koSy1Hq5OSrZWR9jADuaOEnBzZv23yrcvOzuHCpSBmTR9rsDwm9j7hEbkvtr8cOskvh06a3P7nTs+gy9exKvFhCo1rmG/VePr8FXo/3dlgWY5Gw8WruZ3TTp29zKmzl01u+93WTTi7OOPiCO++NZna3rU48NtxTp6+iId7dcaPGcIrowfrA8f0dDuytVIkElBINWTn5BYiSSSSQvUWl0ql5XY87iIFl+np6TRs2BDIjbx9fHy4desWXbp0QaVSMXDgQH799ddiyejjHBwcqFevHkFBxj1L83qCt2pluo0FQIsWLTh69CjXr1+nfXvDt4qgoCAaNGhQYkMo2aLHnE1m11kaLfL2ttF41bB93uDHBYd5M+7DFayYOp4OTSRIHhtiR5ss5fdwZyY2iDf70NCmSvgppg3T5i9kMLD27dn0SU2gTq37ZKoVBEV7cylKwaCm8Xg3tG3syYw4O74744WvhyN1nB+SpLYnOEHOGx+vpa6J9Hnf/Kb5s/mPRwbOykxi0pw5H/SQ93fs4O72F6npVrChku7e8KDPvA30AT6b/xYjHDMeDZeTBX9cbc7QBbnjBr7coQd9B3WkmjIbtVZOB+8wwyFWHvPH7aa0HfkqvnXqoFKpaAH0eizNJwtm0dwtBwdFNg8zVSRmKomNS2Hg+Kk0/nfKMoAGQF7LoB2L5tLILZUsjYzrCTJmfLye117sQc9W7dHoJFwPvk3XVk/QrX2wwYP8QZgzewM9eXP1RmoDLYDhwE/L3yrQZ2YkR8fZK43pOXcjrfMtzj8Ml0qlohnQ7991X384t1iCy8jIGjh41gBNXJHufMmRDpy425CRC1fiClzdNJ6GNc3PggW5ww39EtiC0YtW0oLczzPPuo8X0OeGlHpPPHpR1qZKOHStJcMXrCJvoDT/pXNxVWYRm2HHuA9WcGzV63RsdTv35SFbR2SYO+eifRi7eIVRB4E/V71uMbgM+acWrV//0uq5P9g1GJWz+aGddGkSgkN9uJ5QnXEfrGDX0rl09glHLtNwNbo2N0KTeL5jxqO8qOH8Pw356fpdPt78AyqViurk/n7/WPkGnZ+8Dcrcz+PCzQZ8+ed1vjqw32o+83yy4HWGO6bj8m9QiBpuh9aiUTPD70ubLCUorDYtm4eBTIIuPff3POL9leT1C944fzauIXI0Gh3RUXHU8q5Gc21EoTt45UnLsMPJo45NwUVeMUhsZBjOCi0KmQaNVopGK0Vlb/p7SVGr8KzzqPo4Iy4UpZmZlXQaCUkZ9thJNQbTMNoqKdWeGt6PjuXm9W8eYsLMBpeTxw0zGDNSoZBz9MAXRulqebpz+si3+n+np9vhXMvU3R/U8Y/GKf3zl+0W8/x/XxmP9SqXyThxcAcAqWkqdEhwVObOhJSjkZGRo0AjlePumXuCabF3kctkjB8zhPFjhpg8Tlq6CpdavgbLHLTaEp1opiwVKbh0cXEhLe1RiZS3tzehoaH6f9esWZP790umVytA//792bx5M4cPH9YPoq7T6fj2229RKpX6Zab07t2bTz/9lG+++YZ27drp3ywOHTpETEwMs2bNKrF8lyR1ViFHjP5XcEI1OgDztuzg8IqZdG2frwpRq+NkcBNmLFtH0p5BKKqZrrqPjK7BtDmPSqtnr15rsN4D6AHc2GL4ZmrOP4G1CQiT8+a6zwyW97Zh29c/fnTs/wDP/vt3UroTNSlYcBmRUk0fFEz7eA0b33ubhq45OMizCUtx4JUPVunTfnP+T4NtL3wyCXczx9M8lDJkzhIiIiyPJzhj2boC5Rdg/JJHM7j0/Pe/n+7+0yjd7ytn0tb3LhKJjqB7tdH49OXN1UON0mkL0aFFlyYh6I4PUgkE3q9mkCdbvLJ4Jbe2vmTzi4g5QfdrMfN/q0k72K9Qd76MWDuO3WnCiAUrGZlvuUZnPSgIi6nJ6EWmz3va7IVERETw+/99Rn3XBFKz7LgUZ8cbH68ySDdyoeH2z8zZxCfzZ+BpryI6OZM3V23A3NgWCVmWSzduJLlj/lX8kQy1HSrMPwz/DGzKoPlryXtdH5Uvz7WBAcCS96bRONIXB7mGO1HpvLZqNT4mrv1eczeycHw/GtdrxbkbF9i4cxM95tiQyXxmLNvEwvGDadu4JfaKbO6lKpi8ZBV/b5hMs2YRIJOgTZGw/2oLXlq0ks3z51DDUUJ0jJpZGw0HeX8j370k/l4YOz/bQGqsA05eFqqa1VitwdDpCv6b8vR5FFQpgPh7EahMNGPKyZLh5mXYLjE+OYtqWhUqRXbuYP+5/yM7R05alpyatWuTEG35XmROjtZ0aWqWVobprreFl6mR4mxmnbYQn6npHUF6jgSvfMG5HOOv1Jbj5WirVpOSIgWXLVu25ODBg7zwwgvY2dlRt25dTp48iUajQSaTcfv2bbO9uYvDqFGjOHjwIB9++CHBwcH4+vpy5MgRzp07x8yZM/WdiSIjI7l69So+Pj760kwvLy8mTJjA1q1bmTFjBr179yY8PBx/f3+aN2/OCy+8UGL5Lknp2YUPLtXxSl7+4NHDoO+8DRxZOYMnve+Ro5FyNaoOA95dB8DDZAfczcxAE5zggeX+e7ls+UFeu+ZL5zc/x3SLlcJ7kOFI44JsoNNxL9lwELs3llue3SS/uHQns5/J3SgPs0FBaekzd4P+76cspNMW4gZ5954HHd/cBlDo7/HgbQ96a+T/ln7LCzwwui5NwqlDgTz/Hug0hevzffZuA0YsMA4QNVrrwWW2xvqttt9by/RVXJYmxclvxseWpzHME2dhdCltqgS7ms1s2k9qph3VML+zuHTr57loueFLoqXerkt3/AZAUeZKW7rjZ6Nl7Wdu45N3Z1HDQcGdzFTeX5b7vU5/LKA3p2btuuRkZBEU7U1HL9PNh9DqSE20EnxSuBc24/zUIS32rmHppUZCSqbSqMWLb6MnAIiJCAOZnFreuU1dFKAPALOzC9HGWweetX1NrnKq5g7Z4QXfp7lD5Uhw9zHfmacwAbsp6kylQWBpji3fYU7hWhlUWEUKLkePHs0bb7zBsGHD+O677+jXrx/+/v688cYb1K1bl/3799O9e/fiyqsRlUrFZ599xubNm/n1119JS0ujbt26fPDBBwwYMECf7tKlSyxZsoSBAwcaVJW/+uqrVK9end27d7Ny5UqqV6/O888/z9SpU8ttOwZr0nMsj+Kb9UCOsobpEseb0V48PhJY77mPHl75W9vFp7qYLYmLUdk2Y4AtJT45GvM9/osiMatg0xrmPJQz+SPbHjym3M8wfz0FJ7qXeXBpq5xCPAjvJbthPFVBwcz83zr933NH9GD1NLsCtZuMiHRnxfFvgNyqP3NzIluSqTN9LdpyHWfaEFyWpGkfrybtaD+T6yKjazB46iSb9pOSaf461qXDRAtznZc3M/67rkjbj541hx8/WUvHHNOdsjTJMjKz5VjuFlp8gZDOrhpp6Q+xk2ej0UpJy5ZT00IAVquO6SplAE/femiSC9bxTacxfx529io0WRTorU6nkRhMB5lfZrbCYvBSXIOQZeTIsKVxnNXvUAseta0HqZVJke547dq1Y/ny5Xz55Zc4OzvTvHlzXnvtNT777DMuXrxI7dq1eeONN4orryZVq1aNBQsWWEwzaNAgBg0aZHLdsGHDGDZsmMl1FZFaYzm4DI+rSaMapnv73khwNQouzYlLd8JUWUdCuDPTZs+3aR+2lIJl21AqVBj3rU8BbCA+wRXXIhyvVv3WkHXFaJ5rXTo8O9X8/N/lja4Qb98x6UVrqvG4FVt+hAujoQDvHUH3PfXXa+5DsOCPn2wz16stJZdZJfSSVBDaZKnJWbhuPLCtpgEg1cJLWWqSvdVAqjLxqlOX11esI/LrYSZnvcrIUNr0cqy1MCxeQTi5uUK+u1RR6wwz1QrszLTNNMXa/Tw9w4bORPn3p5Eg0UmQyo2vWbVGbjHoK46AXZsttVg6apDWyleo1UoLcruqFIr85H7mmWf4+uuv9Y2Rx48fz08//cQ333yDv78/Pj6Vb1qj8iw923JwGZJUI7fb4WOyHigYv2SFzccJfyjDVNOri9G1bd6H1oYSn2xtyfwkp9lY/ZUnIqlocyj0GTea+9EuRstvhvrgWk7nhjWlMDU74z8s3tIsl+rVC5QRbbKUG5mPql61hXxhyTJTU2hTcKkt25JLgMhYE10BM+C+zPyoGo9LyTYfXN5PMb6+q4JrMabveWH33W0KLrOLKbgsbmnZcrBQGvk4a/dzdY60QL9bjVZGdo7x56fLkVDD2/JzRlcMTQ3SClC7Za1aXKMpmUKS8qxQZ6zVavnll1945513GDJkCE8//TRPP/00zz//PO+99x7Xrl2jUaNGRmNUCSVPbelmoNURmaYmNcb4nfbiXfNVJKZMW76aazd8DQLVmNBqDJm/1sJWhnJsqRYvoZJLgNhQN5vTRqQVve1wQERdNA8fnU9GrB2n4yvWxF+aAra5vB9WQgFHAUom/gn35r2lG/X/1hbggZmfuRcdjQ15yS4HD5fLcd65Y1XmX3azHpPeedfmfaSbeNjniU2tmsHlP3fS0CQ/9v1qdAQnVifH2suxDqq52x7cl6aaPnWIe6ggNV1FarqKjAzLwZa1l6yatevwMMMebXZukKnJklmsQMjRSknPlhsFpJaaZuQparyelSk36ghliUZruY2qLS+glU2Bz/jevXuMGjWKpUuX8ueff5KYmIizszP29vbEx8fzxx9/8P777zN27FirvV+F4peebf7VUJsmZcbyjfwZ2vjRzVCnIyqkOj3f3mB2O3M6v/k5v51pyaUr9Tl2rhkNJn5foO1tqRbPKqGSS4BT93wNgj11nBLt4w+Jf72yuOilby8tWsnOC605cqY5h8+0wGnITl5fUvh2nGWhoHHZ+SjTDfyLzMYSkMQIJ45fNXzJLeyN3qux6ZaxtrS5zCoHD5dRC1dw8NyTJN1zJD3Wjr8vNSDFrWDTDN5PN/8QjVNXzHbqRTX7s238Htj80b0kG/6+2pBXPlhBtrWSy/JZaKnnVa8errV8ca3la/XF0pbCgupedVDUaITMrQlK94YW22nm6HKrpR+k2pORYYc6Q0lSqgPVbAj6Cl1yqYXkNHtU7vULtJln7bqWA2UbPpvKpkBFiw8fPmTKlCkkJiYyZswYBg8eTN26j0q8NBoNN2/e5ODBg+zZs4fp06fz3Xff4eJSNd9oy0KbrgNBG2hy7LW0FBXOwMj3VxB7N5RLv3yHxM6RZ1+dXejjDVtge4/px9nSWzy7uIaUMGHs4hWc//1X4s8dRqODbpPmc/eHeTRwMRxTMeKWO017mtlJAU39aHnx7KiMaLNtexrmJMk4d7shwxeUTPCs01ruG5CdIGf/9Wa8vHglcx+bnrhQVVQaHf3HTjSzqmxfkgoi//fxdCG2f+PjNWY7Bv2np/HQVVXFsPdXsXLZAjyzs0jJzub1f4cNs1bzoqtAw9NYC9hs+R0Y7VNnvnOd9t9Wivk7wtg68nRhO2ZnZilsCl5N0mH2plTQGp/KoEDB5bfffktiYiLr1q2jU6dORutlMhnNmjWjWbNm9OjRgzfeeINdu3YxZcqUYsuwYFm7fj1JO/I/k+sS05yo9e/fnvXq0+/190svYybYUuJT0j/KDn0GQJ9HIwvsi/GgtnsCSvfchuzZiTL+umd7h4fKLktj/bZ99mIjes7ZSJ+SzIjOcqecxGRHXjZT2lyokssc89ehbUMRVZ6HiyZJiszN8DrQZUDznn5llKPyYe6CZUbLrJVcFldP8dJg7ZdfmGHKtDqJ6epTHdTwKsL0yoX+XAv/fVgKlLNtuG9WNgW6y/7111/07t3bZGD5uLZt29KzZ08CAgIKnTmhkMzMGHE/rXz15bSlY0VpP5THL1nJjrMNOHKmBX+cbc4vMc8xeeka6xtWEdky6+PflWQ72TzWeq1b6kihKUTPbZ2F4NKWEvjMctDmsriExRi3EQy8XULNHyo4a20uK1JwaTGvOrCzL/iMduZ+O0Ut0S1sKFektprmttWCp4VhnyqrApVcxsTE8Pzzz9uc/sknn+TUqVMFzZNQQh6oS25A+8KwpRolU2N6TM6SNHv1+lI/ZkXhUt0HCLaYplSCSysll5aCy8LkT2shuMyx4Tp28iyfnTYKIyi9MR7RD/WDgydGOJFR1/xsaFWZtaHUymlHcZMsDpmkleBcveCdE80FrEUNLnXWxgYqAVqdBJmJe5JWU/WGIYICBpdqtRpnZ3MTLhlzdnYmI8Py7ARC6bmfXr7ekm3qCKGzPLSSULrGvTWXtD+OWBzAvFQar1spmrBUHVmYgfk1FnpJW72OtTpGTC98u+byZuScBaSnpnJi51ayMtUMfmM+tg9AVrVkmxl4P49WJy2GQXNKhzbHfMCm1UoKFUCZq0Yuaomupiyqoc18PBqtlKr4FCtQcKnVavXjWdpCKpWiq0ivZpVE2M2a1G0Sb7BMlyop0gwzJcFqdaJOR69BL5ZOZgTbabE4gHlpDLuRW0pgnqXqyMLkLyfH/DZWC0myJUgKMJtQReDg5ES/InQErCpyrDSHsHYdlyeedX3NztpTmPaWABqdDDCuncrWyB6fb6JAatWtW+AZhqBonfclUtNbV8VhiKAYBlEXyp9rcbWMnnhBd8vfYPZWW+/lwBOd25VGVoSCsNbesTTeJ628mFjqnW11eBgTciyVXFope7LUXlOo3KyV4tvSXrci0FgpoTUnS6fg+j+36dr3ZS5eDtIvz9Q9Ci0vXbpEx44diYyMBCApKYmVK1cyZMgQ/Pz86Nu3L/Pnz+fu3btG+3+QkMRHKz9n0Iuv063fOIaNnc2WL/+PrCzTMw/FxT+gY8eOnD9/Hsitrf30008ZNmwYfn5+9OrVi9mz/5+9Ow+LqmwfOP5lX0VEAQG13MntdQO3FFPUSnPPNM3ct8LEpfItM215y91e01zTtETezCXULEPTZkxRcSVU3FCQRRFxkJ35/cFvTo4zw6IICPfnurqqc55zznPObDfPcj+BnD171vAZ5OSy+cc9DB71Ln4vj6Tf0Cl8sy6YtHQjq41UAEXOcn7y5Elycgq3qP3p06eLXCHx+F77aD7bP5/G87WjsLTK4e8bXmTWebngA0tYgRN6ytEM23KlgFYKU8skFmsVCsq5l9+EnkdoSTC2Usg/58v/2PzGa4ryraDPQnGsJFMWPGpWj5T0TN6bvZTcBxpDMtKtcKn+z0xxtVpNrVq18PLyIiMjg4kTJ3LlyhV69epFo0aNiI2NZevWrfz111+sWbOGunXrAqDR3Gfc5DnEJ9zmlZc7U7/uMxwPP8f673cQeeEKi//zrkF9jhwLx97enubNm6PVapkxYwZHjhyha9euDBkyhDt37rB161bGjRvHkiVL8PX1VY798qsN7Nq7jxc6+jCoXw8uXLzKd5t/5uzf0Sz/ZmW5670oSJGDy+3bt7N9+/ZCldVqtRXugZYVff/9T/7Jwq4XXtIKWjJLfpTLqAJaJksiuCxowH9+EykeZb36rBzTX5UFTRDKyadLXZRvBU1aLD8tl0V/j+/fv5/PPvuMlJQUANIzrElJtTPIM6lSqWjfPi/N1ebNm7l06RIzZ86kX79/8qr6+/szcuRIli1bxuLFeavE7dxzgNi4RCaNeY03Br8CQP9XuvLp/FXs2nuQv8JO09anmd61jhw7gY+PD1ZWVuzdu5cjR44wYsQIJk2apJTp3bs3Q4YMYeHChWzZsgWAc+fOsWvvPvr27MJ7gf/kw63u5sbK9VvYt28f3bo90eRsZU6RgssxY8Y8qXqICqigv3bzW71BlJ4CE5iXwAz/ggb857cm/aN04WXmE1zmFpAXKb8udVG+ZRY05rKE6vGk5RRxKExgYCAqlYratWvj6+vLvn37sHdxNwgsExMTiYqK4p133gHgyJEjWFlZ0bt3b71y3t7e1KlThxMnTijbom/cBKBD2xZ6Zf2eb82uvQe5EHVVL7jMysom/MxZAgOnAnD06FEABgwYoHe8u7s7LVu25ODBgyQnJ+Ps7ExISAgAr/TqhzbbDDNzLdnZFrz4Yh/Wb95OSEiIBJf5GTt27JOqh6iACmy5LEe5AcsTba7pZMEAZpb5r0FcHApq8cmvNfFRZotnZufTcllQXSS4rLCyC5jtZWq+a7eQhCdQm8enzbFl7wvpBttzijh94+rVq0yaNInBgwezbt06k+VUKhV2dna0aJEXIH7yySckJSVhYaH/mdJqtdy5c0dvwvEzNfO61i9fvUGdZ//JZxB9PS/odK3moneO8NORpKWl065dXl9fQEAAAwcOxM3NMI1YUlISgHK9s2fP4uTkRNNW/+QAtwC8qkHdunU5d+5c/g+kHCpyt7gQxaWgcXPSnVhG5eafY7LzK0OefBUep1v8EbrwMvMJSM1t7PKvSz6BqSjf0jPzn59g6o+ksETjE05Kn5HPQY4Zbp5FmzC6ZcsWrK2tyc3Nv+1WrVbTunVrrK3zJvhUq1aNatWqGZTbu3cvt27dolOnTsq2Pj1fYP+hoyxd8T021lbUq/sMp8+e59tN26nzbA1e6OSrd47DR09S+5lauLu7A+Ds7Iyzs7PBtU6dOsXZs2epX7++srR1QkIC1atXNygL4ObmRkREBBqNBkfHsrWQyZMkv96i1BQ0y7agNB6idOSbXSxHS92WzfIpUFx1eIyWy0cYE5pft3jDZi0LOFZaLisql+rP5ru/ipt7yVTkCUrPLHoWR12wmJ/s7GzCwsKU8ZamXLp0ifnz52NhYcHo0aOV7fZ2tkwY+Sqg5d2PFtN/6BQ+/s8KqrpU5qt572Nro18H9dFT+LbO/7OckJDARx99BKC3rLVGo8HOzvgfmba2tgAVLue3/HqLUpPvig882jJ94snLdzJNCU3CKijTQH5d1TkFLMlnTH5jODu80iffZJePkvpIlA+D3pls+r2hBXOLp++9cS/Vjtwsc7TZZqSlWWPj8mTS3J08eZLU1NR8g8vz588zadIk7t27x7Rp03juueeUfXt/VxPw7n/QarVMnvA6X84JZNQb/Ui8dYfxU+YSn3BbKRt7M4Ho6zfxbWU6uIyNjWXixIncvHmTYcOG4efnp+zLL5+3bl9RcoSXB9JfI0pNgePm5Ee5TMqv1VBbuCxlj62gWbgZ+fS2PcoKQhkFjZvMxeSf6pnZFXF9DqHINsNoRvASyKrwJDg/MOnmSXbyqtVqateujYeHh9H9KpWKDz/8kPv37zNt2jQGDhyot//r1ZuxsbZm5ZLZeHnmjZvs1KEVrVs05q1pn7H0m+/5/KPJedc6egpHB3saezc0eq2IiAimTZvG7du3GTp0KJMnT9bbb29vT3q64VhUQNlekbrEQYJLUYoKChCkW7xsym+8Y0nN8C+oWzznMdcCf1h+LZdAvoFChvyRVLGZ+INLqzWddcHHVf4gUalUdOjQwei+rVu3smDBAszNzZk7dy49evTQ25+cnEzirTu0b9NcCSx1WjTzplZND46d+CcR+uEjJ/Fp1cRgohDAH3/8waxZs8jIyGDy5MkMGzbMoIynpyfx8fFG65qQkICzszM2Nk9+omNZIsGlKDU5BSRMzC+3oCg9+XWLl1RwWdCEHk12hsl9j5LwObOg9EX5tJTK+7hiy80xw9zId11+fyD91stwhnJFEhcXx5UrV5gxY4bBvs2bN7N48WKcnJyYN28eLVsadmVbWlpiZmZmcsJQbk6uMnY8IzOTE6cjmfb2cINyoaGhfPDBB1hYWPD555/TtWtXo+dr0qQJkZGRxMTE4OX1zzCB9PR0Ll26RNu2bQtz2+WKNA2JUpNbwDqBMlatbMpvOEOBqy4VWx3yv05S+l2T+x6t5bKAnKz5BJcyoadiM/UHV3lJoP4kqFQqHBwcaN68ud72w4cPs2TJEipXrszKlSuNBpaQ1wXdrHFDjoWfI+pytP45jp7iekwcvq2aAHDi5N9kZGTS1qeZ3opJFy9eZPbs2VhaWrJ06VKTgSXAiy++CMB3332ntz0oKIjMzEx69uxZ6HsvL+RPalFqMgoKLh9h4oV48vJrNcwpqZbL/H6Ys7XMXrze5O6sR8hcXdAM8/xyf+a3zrko/3JzzYwl8ClwaEdFplar8fHxwdJSP0RZtGgRWq2Wjh07cuHCBS5cuGBw7EsvvQTAxLHjmP7vD5kw5RP6v9IVL093Ll6OZufu/VR1qczb418H8oLN+nVrUa1qFe6l/nOer776ioyMDDp06EBCQgJ79uwxuFbnzp2xs7OjWbNm9OrVi23btpGSkkLbtm2JiIhg+/btdOzYkc6dOxffw3lKSHApSo9l/ukopOWybMqv1bCkZvjn20JaQIBb0FrgRlnmn8syr3XKVHApX7MVmbm58feFtFwal5WVxbFjxwgMDNTbHhcXx7Vr1wAICQlRVsV5mC64bODdmLVffca3m38kZO9BUu6l4lLFiZe7dWT08P64VqsCwOGwU/j76XdbZ2dnK6v9qFQqVCqV0Wtt375dSUH073//mxo1avDzzz9z8OBB3NzcGDVqFG+++WaFXAZbvvVEqanbpAkQbnK/tFyWTfm2XJZYt3g+4z4LSIeUU9S16oAGbfPPtZdfK1RBSwCK8s3MRHApLZd5Ro0axYQJE5RUPVZWVvzxxx8G5apXr64syVgYjlWqkJFRh+mTp2BpnouFeS6W1oazq/63YaHy37pXytLS0mRAaYqlpSWjRo1i1KhRBReuAORbT5Sa7q8NzTcjtwSXZZM2nwAyp4QCqZx8Wk8LmlRUyaNWUS+GT5ce+RbJb5JTQeM1RflmZiEtl6WlanUPnKo/g71bbTJkpawSJcGlKF35zbKV4LJMyi+FVEkFl48z7rPnGyOKdrFCJIbPrz6ZJTQOVZRNZia+xnILWKFMFLdCPO+id2oIEyS4FKUrnx9lyXNZNuUXSJXUHwT5zlgv4H3j8P/rARdWQd3skP8YUDMb+yJdT5Qz0nL51JCXpPjIr7coXfm1XD7CSiriySsTE3ryrUPxvm9yH7Plst2LfYqzOuJpY+LtWMDqt6I0yGtSbOTXW5Su/PIDltDkEFE0+bW4lFTLZf5d88Vbh5yCln4kn5bLbC31WrQo1vqIp4y58feqVrrFRTkmv96iVOX313tBy0OK0pHfjPCSGsqQX8tlcdchO7vg85lc9SdL3sMV3bkzNQ03aqFS1WolX5kKrDCNktJwWXwkuBSlKt9ZtibW5BWlK9/ArgyMuSzu/KjZj9FyWZgudVG+JVjWhWz9bZnpVljb2JZOhUQ+5PNaXCS4FKUrvwk9j5LsWjxx+a3NnV0G8lxmF3NwmVWI4NJUa25uIVo9RfnW6633OXi2BanxtuTcM+dGVDWs3RqWdrUqnkI0S0rLZfGRxE+iVOW3JjNWNiVWD1F4+bVclths8Xy75os5uMwp+GvS1ISeHAkuBfDS1P8o/+0EJCYmll5lhCgB8s0nSlV+LVA+nV8uwZqIwspvZnRJtVzmNx63uLvFMwsRXOZojV+zMK2eQogyQqbwFxsJLkWpMjnmMltL4+fzX3JPlI78VscpC3kui3vcZ2YhVvYw1S2eIwsBCPHUkNCy+EhwKUqVyfV1ZVWTMiu/wC6/8ZjFKSefr67MQgR0iVcrF/pamYVoCTV13wUldBdCiPJIvvlEqTLVclmYVVFE6civ5TLbRPdw8dfh8Sb0nI73hNzCtVMUZsylyZZLSaclRJlQqLyi0nRZbCS4FKXK5Cxbabkss/Id71hCwVR+Q6OyCjHus/fMxahONCAtwZqsJMu8XIQmgs3CtISamxk/Nr+coEIIiIiIoH379hw/ftzo/vDwcHx9fYmJiQEgOTmZ+fPn06dPH9q3b0/37t2ZOXMmV69eNTg2Li6O2bNn0717d3q/NpRRb33EL/v+NFmXW0lJ+Pr6EhYWBkB6ejorVqxgwIABtG/fnq5duxIYGMjZs2cNjs3JyeGHH35g0KBBdOzYkT59+rB8+XLS09Mf4ak8/WS2uChVprrFJbgsu/KdqV1iqYgef9xn93f/q/y3L5Aa+qLRchmFmJRjYWE87YEEl0KYFh0dzQcffEBurum0IWq1mlq1auHl5UVGRgYTJ07kypUr9OrVi0aNGhEbG8vWrVv566+/WLNmDXXr1gXg5s2bjBw5kjt37tCzZ0+e9fLg78jTzPniG85fvMo7E4cZXCv89Gns7e1p3rw5Wq2WGTNmcOTIEbp27cqQIUO4c+cOW7duZdy4cSxZsgRfX1/l2Hnz5rFt2za6dOnCa6+9xvnz59mwYQORkZEsXboUM7OK9ZsmwaUoVaZmHkt+wLIr36UXSyg3aX6XKe4AtzDBqoWZ8RrlN7NeiIps//79fPbZZ6SkpORbTqVS0b593uTOzZs3c+nSJWbOnEm/fv2UMv7+/owcOZJly5axePFiAJYuXUpSUhLvv/8+/fv3J/nmdYa+6kd192p8H7yLju1b0fJfz+ld69iJcHx8fLCysmLv3r0cOXKEESNGMGnSJKVM7969GTJkCAsXLmTLli0AnDt3jm3bttGvXz9mzpyplPX09GT58uXs27ePbt26Pd4De8rIL7goVaYmhxR3rkJRfPJtNSyhbvH8grbCdIsXRWYhxpGam0vLpRCFFRgYyHvvvUfVqlXx9/c3WS4xMZGoqCg6dOgAwJEjR7CysqJ379565by9valTpw4nTpwAICsrC5VKRc2aNfWCUIA3X887dseu/Xrbs7KyOXHihHKto0ePAjBgwAC9cu7u7rRs2ZIrV66QnJwMQEhICABDhw7VKzt48GBsbGyU/RWJtFyKUmWqizVHZtmWWTn5jHcsqbXFc/IZnF/cLZfZhWh9NNVyaSr/pRD5sZs7qeBCpSTto+WPfY6rV68yadIkBg8ezLp160yWU6lU2NnZ0aJFCwA++eQTkpKSsLDQ/1xptVru3LmDuXneZz85OZmMjAzq1aundEfrvrYqOTpQxdmJv89f1jtH+OlI7t+/T7t27QAICAhg4MCBuLm5GdQrKSkJQLne2bNncXJyolatWnrlbG1tqVu3LufOnSvMYylXJLgUpcpUC5S0XJZd+bVcOlatViJ1yG9N+uxibj3Nzud+dSzMTU3okW5xUXQWlyJKuwpP1JYtW7C2ts53rCXkjbds3bo11tbWAFSrVo1q1Qy/Y/bu3cutW7fo1KkTAHZ2dgCkpqYalM3JyeWeJpX09Ay97YePnqRevXq4u7sD4OzsjLOzs8Hxp06d4uzZs9SvXx8nJycAEhISqF69utF7cHNzIyIiAo1Gg6OjY773W55I85AoVabS2pRUC5gouvx+Djq+0i+fvcUnv5bLrGIe92nt5FxgmRt3qxjdHn/fqXgrI0Q5oAsW85OdnU1YWJgy3tKUS5cuMX/+fCwsLBg9ejQAjo6O1K1bl1OnTnHz5k298n+ojpGdnUNGZqbedvXRUwVeKyEhgY8++giAcePGKds1Go0S0D7M1tYWgLS0tHzPXd7IL7goVaZawQqTW1CUjvzyXHrUqVsidcg3FVExZxpo0uGFAstk1OhomMooA1oNe7dY6yJERXHy5ElSU1PzDfjOnz/PpEmTuHfvHtOmTeO55/6ZoDNu3DgyMjJ45513OHz4MHHxCez57U++XLwOp0qOWFr88xsTezOB6Os3871WbGwsEydO5ObNmwwbNgw/Pz9lnzafLyTdPl0XekVRse5WlDnmJtrBinsJP1F88ktFVGJ1yGdfamb2I50zO9n4e867ddsCj31h4DD+Olkfsv//RyYTDp5pRDVPr0eqixAVnVqtpnbt2nh4eBjdr1KpmDBhAsnJyUybNo2BAwfq7X/hhReYNWsWt2/f5p133uHNcRNZumITAeOH4N3gWZycHP651tFTODrY06xZM6PXioiIYPTo0Vy/fp2hQ4cyefJkvf329vYm81nqtlekLnGQMZeilJmZGKsm3eJlV1lYdSa/WdiJiTdN7svP8Uu1adMqSm+b5qYdDibKP6zr9GXcv5tExL7tNHv5NV56sbBHCqEvp26j0q5CqVOpVMrM7Ydt3bqVBQsWYG5uzty5c+nRo4fRcq+88grdu3fn4sWLaJIS+VcjN6ytrVj73U/U8HRXyh0+chKflk2wtDQMif744w9mzZpFRkYGkydPZtgww/yYnp6exMfHG61DQkICzs7O2NjYFOa2yw0JLkWpMrWySX7rV4vSVUKpLPOV38qNc9ZufqRzthn3KXe2j6FKTQ0A2vtw6l47uhfhHPaVXWg9YNQjXV8IneKYkf00i4uL48qVK8yYMcNg3+bNm1m8eDFOTk7MmzePli1bGj2HSqUiJSWFl156iSZNmpAUex1r6zSuXIshLuE2L3XvCEBGZiYnTkcy7a3hBucIDQ3lgw8+wMLCgs8//5yuXbsavVaTJk2IjIwkJiYGL69/eivS09O5dOkSbdsW3PtR3kjzkChVFiaDS3lrllVlIfDP1RZ/iOtQ2RmvN4I5d+c1jvztCx2+o/sEGTMpRElTqVQ4ODjQvHlzve2HDx9myZIlVK5cmZUrV5oMLAF+++035syZQ3R0tLItKyub/678ARsba/q/khconjj5NxkZmbRtrd8lfvHiRWbPno2lpSVLly41GVgCvPhi3upe3333nd72oKAgMjMz6dmzZ6HuuzyRlktRqsxMJZ8uAwGMMC43v9k0JVWHAlKYPCozc3N8B4x8IucWQhSOWq3Gx8fHoJt60aJFaLVaOnbsyIULF7hw4YLBsS+99BIAb7zxBvv37ycgIIBXX32VnPQ0/vjzAOf+jmLm1DFUq5qX4eHw0VPUr1tL+X+dr776ioyMDDp06EBCQgJ79uwxuFbnzp2xs7OjWbNm9OrVi23btpGSkkLbtm2JiIhg+/btdOzYkc6dOxfTk3l6SHApSpW5iTGX0nJZduU3W7ykZOaUdg2EEE9CVlYWx44dIzAwUG97XFwc165dA/JWxDG16o0uuKxbty4rVqxg5cqVbNiwgZzsbBrWf4YlX7yLb6umSvnDYafw92sLDzRoZGdnK6v9qFQqVCqV0Wtt375dSUH073//mxo1avDzzz9z8OBB3NzcGDVqFG+++WaFW1ccJLgUpczc1JrM0nJZZj2hRsMiyTLLKLiQEKLMGzVqFBMmTFBS9VhZWfHHH38YlKtevbqyJGNhNWrUiKVLlwKQFHudyo6GuSb/t2Fh3n888AerpaWlyYDSFEtLS0aNGsWoUTLmGmTMpShlplouZU3msiunDHSL346JK+0qCCHKkdL/Vitf5BdclCpTs8VlzGXZlZPfVO0SYu7hUtpVEEI8RUr/W6tikeBSlKrrt6oa3X4nw/hSWqL0mVmU/miaj/6zqrSrIIQoTyT6LFYSXIpS9XeKh8FaftpUM7q99VEp1UgUpIpHrdKughBCFJH0hpUkCS5FqRry7885frIu5Px/gJkO+840xqFy5dKtmDDJ9wXj+d5yNaX/5W1qCUchREUnTZMlSYJLUeo6TVvONeeP2XusFfeafEPffy8o7SqJfHg1aEjmbSuD7Ucu1CvRetyOrmSwLexSnRKtgxDi6aCVlssSJcGlKBPqNG1B034jcHarXtpVEYWgvvYcZP3z/ymx9rQc+n6J1uH3K7X/CXJztdy4WI0DJ2NLtA5CiPJBgs/iVfoj84UQT52e0+cRdewQNw4Fk2tblXbDp2HnYNiS+CSNnDOPBdPGU93JifRMLak5WXz6/dISrYMQopyQXvNiJcGlEOKR1GvdkXqtO5ZqHaYvXFmq1xdCPCXKQH7eikS6xYUQQgghRLGR4FIIIYQQFZq0axYvCS6FEEIIUa4VGDxKdFmsJLgUQgghRKmIiIigffv2HD9+3Oj+8PBwfH19iYmJASA1NZWvv/6aAQMG0LFjRwYOHMj69evJzs42ODY9PZ2VK1fSv39/+r02hNdGTOf74F3k5OQauZIZ8fHx+Pr6EhYWphy/YsUKBgwYQPv27enatSuBgYGcPXvW4OicnBx++OEHBg0aRMeOHenTpw/Lly8nPT390R/OU0wm9AghhBCixEVHR/PBBx+Qm2ss2MujVqupVasWXl5eZGdnExgYyJkzZ+jduzcNGzbk9OnTLF++nFOnTrF48WLluNzcXN5//30OHz7MK6+8Qi1PD85FhLNs1Wau34jj/amjDa6lUqmwt7enefPmaLVaZsyYwZEjR+jatStDhgzhzp07bN26lXHjxrFkyRJ8fX2VY+fNm8e2bdvo0qULr732GufPn2fDhg1ERkaydOlSzMwqVqojCS6FEEIIUaL279/PZ599RkpKSr7lVCoV7du3B2DPnj2cPHmSt99+m+HDhwPQv39/HB0dCQ4O5ujRo0rA9/vvv6NWq3nrrbd48803SbhxnaEDO/LF4rXs2LWfV17yo/Fz/yz8oCUvkPXx8cHKyoq9e/dy5MgRRowYwaRJk5RyvXv3ZsiQISxcuJAtW7YAcO7cObZt20a/fv2YOXOmUtbT05Ply5ezb98+unXrVizP7Wkh3eJCCCGEKDGBgYG89957VK1aFX9/f5PlEhMTiYqKokOHDgBoNBrq1atHnz599Mq1adMGgMjISGXbrl27sLKyYtCgQXplhw9+JW//3kN627Oysjl27JhyraNHjwIwYMAAvXLu7u60bNmSK1eukJycDEBISAgAQ4cO1Ss7ePBgbGxslP0VibRcCiGEEGVI2rEppV0Fk+xaL3nsc1y9epVJkyYxePBg1q1bZ7KcSqXCzs6OFi1aADBkyBCGDBliUO78+fMAeHh4KNvOnj1L3bp1sbOzA1C6pT093Kji7MS5yCi9c5w68zf379+nXbt2AAQEBDBw4EDc3NwMrpeUlASAubm5ci0nJydq1aqlV87W1pa6dety7ty5fJ5G+STBpRBCCFGG5KZEFlzoKbZlyxasra3zHWsJed3UrVu3xtra2mBfRkYGN2/e5MCBA6xbt47GjRvTuXNnIG8iTkpKihKUAphbWCj/7VqtCjfjEvXOd/jYSerVq4e7uzsAzs7OODs7G1z31KlTnD17lvr16+Pk5ARAQkIC1asbX7rYzc2NiIgINBoNjo6O+d5vefJUB5chISEEBQURHR2Ng4MDL7zwAhMmTFBe8IL079+fGzduGN23fft2PD09i7O6QgghRIVnLFh8WHZ2NmFhYbz99ttG92/fvp2FCxcCUKVKFd577z2srKyAvO5zAHt7e6W8pcU/4Y6tjQ1p6Rl65/vr2Ek6dzHdRQ95QeRHH30EwLhx45TtGo3GoNVSuZatLQBpaWkSXD4N1q9fz/Lly/Hx8SEgIIDY2FiCg4M5deoUa9euVV5QU+7fv09MTAzt27enR48eBvurVKnypKouhBBCiHycPHmS1NRUZTLPw5o0acL8+fOJj49n48aNjB49mi+++IKOHTui/f+lHrUPLPloZfNPTKBFq3RpA8TeTCD6RqzJawHExsYSEBDAzZs3GTZsGH5+fv+cL5+lJXX7HrxeRfBUBpfx8fGsXr2a9u3bs2jRIuVF8/b2ZtasWQQHByszyUyJiopCq9Xy/PPP89JLL5VEtYUQQghRCGq1mtq1a+uNo3xQ48aNlf/28/Nj8ODBLFiwgI4dOyotlg/mmLSytYH//9/09EwcHf5p1VQfPYWjgz3NmjUzeq2IiAimTZvG7du3GTp0KJMnT9bbb29vbzKfpW57RWq1hKc0uNy7dy9ZWVkMGTJE76+BHj16sHz5ckJCQgoVXALUrVv3idZVCCGEKApzJ+/SrkKpU6lUysztguhmcB86dIjk5GRlvGRCQoJSxsrampz/j/8SbyXh4V5N2Xf4yElaNW+KpaVhSPTHH38wa9YsMjIymDx5MsOGDTMo4+npSXx8vNG6JSQk4OzsjI2NTaHupbx4KoNLXXb8Jk2aGOxr1KgRv//+e4GDZy9evAj8E1zev38fOzu7CpfoVAghRNlSHDOyn2ZxcXFcuXKFGTNm6G0PDAzk8uXLbN261SAQvH//Pubm5sp4zsaNG3Ps2DHS09P1hsnFxCaQfPce3bvkzQrPyMzkxOlI3hk/0qAeoaGhfPDBB1hYWPD555/TtWtXo/Vt0qQJkZGRxMTE4OXlpWxPT0/n0qVLtG3b9tEexFPsqRwEkJCQQKVKlXBwcDDYp0sbEBsbm+85Ll68iIODA8uXL6dr16507twZf39/Fi5cSFpa2hOptxBCCCHyp1KpcHBwoHnz5nrbPTw8uHnzJj///LPe9vDwcMLDw/Hx8VG6xF988UUyMjKUROc6G7fkHfty904AnDj5NxkZmfi20r/WxYsXmT17NpaWlixdutRkYKm7FsB3332ntz0oKIjMzEx69uxZuBsvR8pUy+XixYsLXIfz9ddfR6PRKLmrHqb7CyW/82i1Wi5dukRqaiqJiYm8//77aLVaDhw4wJYtW4iMjGTFihVGm8gfVNxrhmZmZur9uyKpyPcOcv8V+f4r8r1Dxbz/3NxccnNz9SaeFJSWpzx6cCKM7plAXnDZunVrzM3N9Z7LqFGjUKvVzJ8/n8jISBo2bMjly5fZvn07zs7OTJ8+XSnv7+/Pjh07WL58OTExMTRq1Ii//txH6MGjDOjTjYb1nwXg8NFT1K9bi6ouVfSu9dVXX5GRkUGHDh2Ii4tj165dBvXv3LkzdnZ2NGnShJ49e7Jt2zZSUlJo06YNERER7Nixg+eff55OnToZfX0f9/XPzc3NNw4paGLzk1Smgsuff/5ZSSFgSvfu3R97ZlZWVhajR4/G1taWgQMH6p3bxcWF4OBgQkJC6Nu3b751iY2NJScnJ98yj8LU2I2KoCLfO8j9V+T7r8j3DhXr/q2trfWC6aysrFKsTdmQnZ1NZmYmWVlZHD9+nICAAIM/OBwdHfnmm29Yu3Ythw4dYufOnbi4uNCjRw9GjhxJtWrV9I757LPP+Pbbb/n999/ZvXs3HtWr8c7EYQzq110pczjsFP5+ed3WumOzs7M5ceIEkBfoqlQqo3Vu1KiRMuFo2rRpeHh4sHv3bg4ePIirqyvDhw9n2LBhBb6+j/r66/J5GmNhYUGdOnUe6bzFwSw5Odl0pFZGDR8+nNjYWPbt22ewb9GiRQQFBREcHMyzzz5b5HPHxMTQr18/unTpwhdffJFv2SfRchkfH4+7u3uh8oCVJxX53kHuvyLff0W+d6iY93/37l1cXV3RarVkZWVhZWVVIcf7l/T9a+9FgYnLpKdZY+dqPFflE6vPY95/YmIilStXNrlfWi6LyNPTk8jISNLS0gy6xxMSEjA3N8fV1fWRzu3i4gJAampqgWWf1AtnbW1dqm+K0lSR7x3k/ivy/Vfke4eKdf/37t3T6/I1MzOrcHkQgRK//4L6GUv6NXjc+zc3Ny+zn5mn8t2sy29lbL3OiIgI6tSpY3Syj87hw4d59dVXDQbfAly5cgWAmjVrFlNthRBCCCEqjqcyuPT398fS0pKNGzfqjb/cu3cvcXFx9OrVK9/j69aty40bN9i6daveGM/s7GxWrFiBmZkZL7/88hOrvxBCCCHKjqdufGAZ91R2i3t4eDBy5EhWr15NQEAA/v7+REdHs2XLFho1akT//v31yu/ZswdAWYnHzc2N8ePHs3z5ct5880369euHmZkZv/76K3///TcjR440mkNTCCGEEOVRxRvz+iQ9lcElwNixY5WZ3fPnz8fFxYW+ffsyfvx4gzEIs2fPBtBb5nHEiBHUqFGDzZs3s3LlSszNzalbty6ffPKJ0bXGhRBCCCFEwZ7a4BJgwIABDBgwoMByR48eNbrd398ff3//4q6WEEIIIZ4i+WQ4FI/gqRxzKYQQQghRJBJAlhgJLoUQQgghRLGR4FIIIYQQFZo0ahYvCS6FEEIIUcHJbPHiJMGlEEIIIYQoNhJcCiGEEKJCk9nixUuCSyGEEEIIUWwkuBRCCCFEqYiIiKB9+/YcP37c6P7w8HB8fX2JiYkBIDU1la+//poBAwbQsWNHBg4cyPr168nOzs73OrGxsXTpPZpdew+aLBMfH4+vry9hYWEApKens2LFCgYMGED79u3p2rUrgYGBnD171uDYnJwcfvjhBwYNGkTHjh3p06cPy5cvJz09vbCPolx5qpOoCyGEEOLpFB0dzQcffEBubq7JMmq1mlq1auHl5UV2djaBgYGcOXOG3r1707BhQ06fPs3y5cs5deoUixcvNnqOpKQkAgMDSUvPMHkdLWaoVCrs7e1p3rw5Wq2WGTNmcOTIEbp27cqQIUO4c+cOW7duZdy4cSxZsgRfX1/l+Hnz5rFt2za6dOnCa6+9xvnz59mwYQORkZEsXboUM7OKNWFIgkshhBBClKj9+/fz2WefkZKSkm85lUpF+/btAdizZw8nT57k7bffZvjw4QD0798fR0dHgoODOXr0qF7AB3ktnx999BHx8fEF1kmtVuPj44OVlRV79+7lyJEjjBgxgkmTJillevfuzZAhQ1i4cCFbtmwB4Ny5c2zbto1+/foxc+ZMpaynpyfLly9n3759dOvWrXAPppyQbnEhhBBClJjAwEDee+89qlatmu8SzImJiURFRdGhQwcANBoN9erVo0+fPnrl2rRpA0BkZKTe9nnz5jF+/Hi0Wi39+vXLt05ZWVkcO3ZMuZZu2eiHl5h2d3enZcuWXLlyheTkZABCQkIAGDp0qF7ZwYMHY2Njo+yvSKTlUgghhChDVu2aW9pVMGlcz48e+xxXr15l0qRJDB48mHXr1pksp1KpsLOzo0WLFgAMGTKEIUOGGJQ7f/48AB4eHnrbL168yLBhwxg1ahQHDhxg27ZtJq91+lwE9+/fp127dgAEBAQwcOBA3NzcDMomJSUBYG6e1z539uxZnJycqFWrll45W1tb6taty7lz50xet7yS4FIIIYQoQ64nXirtKjxRW7ZswdraOt+xlpDXTd26dWusra0N9mVkZHDz5k0OHDjAunXraNy4MZ07d9Yr8/XXXxs91piw4yeoV68e7u7uADg7O+Ps7GxQ7tSpU5w9e5b69evj5OQEQEJCAtWrVzd6Xjc3NyIiItBoNDg6OhaqLuWBdIsLIYQQosQUJuDLzs4mLCxMGW/5sO3btzNo0CCWL19OpUqVeO+997CysirydXSOHj9h8lo6CQkJfPRRXsvtuHHjlO0ajQY7Ozujx9ja2gKQlpZW6LqUBxJcCiGEEKJMOXnyJKmpqSYDviZNmjB//nymT5+OtbU1o0eP5tChQ490rdibCdyIic03uIyNjWXixIncvHmTYcOG4efnp+zT5pOBXbdP14VeUUi3uBBCCCHKFLVaTe3atQ3GUeo0btxY+W8/Pz8GDx7MggUL6NixY9GvdfQUDvb2NGvWzOj+iIgIpk2bxu3btxk6dCiTJ0/W229vb28yn6Vue0XqEgcJLoUQQogypaZr3dKuQqlTqVTKzO2C6GZwHzp0iOTkZKNjJfNz+MhJWjT/F5aWhiHRH3/8waxZs8jIyGDy5MkMGzbMoIynp6fJVEcJCQk4OztjY2NTpDo97SS4FEIIIcqQ4piR/TSLi4vjypUrzJgxQ297YGAgly9fZuvWrQaB4P379zE3Ny/SOEuAjMxMTpyOZOLYMQb7QkND+eCDD7CwsODzzz+na9euRs/RpEkTIiMjiYmJwcvLS9menp7OpUuXaNu2bZHqVB5UrEEAQgghhCjTVCoVDg4ONG/eXG+7h4cHN2/e5Oeff9bbHh4eTnh4OD4+Ptjb2xfpWidO/k1GRiat/z/dkc7FixeZPXs2lpaWLF261GRgCfDiiy8C8N133+ltDwoKIjMzk549exapTuWBtFwKIYQQoszQrZTzcOvkmDFjUKvVzJ8/n/Pnz9OwYUMuX77Mtm3bcHZ25t133y3ytQ4fPUX9urWo4uKit/2rr74iIyODDh06kJCQwJ49ewyO7dy5M3Z2djRr1oxevXqxbds2UlJSaNu2LREREWzfvp2OHTsapEiqCCS4FEIIIUSZoFspJzAw0GCfi4sL3377LStXruTQoUPs2LGDqlWr0rNnT8aMGYOrq2uRr3c47BT+fm2Bf2Z8Z2dnc+LECSCvFVWlUhk9dvv27UoKon//+9/UqFGDn3/+mYMHD+Lm5saoUaN48803K9y64gBmycnJpufQixKVnp7O9evXqVmzppIbq6KoyPcOcv8V+f4r8r1Dxbz/xMREXF1dyc3NJTMzE2tr6wqXqgYo8fvPTrqImaXxkOfOPTuqedV84nV40OPev+59VBZVvHezEEIIIYSeite6+CRJcCmEEEKIci/fblqJLYuVBJdCCCGEKP+0piNIswo4LOFJkqcphBBCiArN0qpo+TFF/iS4FEIIIUSFZv3/s75F8ZDgUgghhBAVmrV1xVqe8UmT4FIIIYQQFZqFkXXFxaOT4FIIIYQQQhQbCS6FEEIIUXHJUjLFToJLIYQQQpR7EkOWHAkuhRBCCCFEsZHgUgghhBDlnzRdlhgJLoUQQghRcUnQWewkuBRCCCFEiYqKimLmzJm88sorPP/88/Tp04dFixah0WgMyoaHh+Pr60tMTIzBvnv37tGrVy9WrVpl8lqZmZl06tSJkF8PAJCdk8MP/9vN0DHv4/fSSLr2GcOECRM4fPiw0eNDQkIYNmwYnTp14qWXXmLevHmkpKQ82o1XEJLYSQghhBAl5tq1a4wePRoLCwv69euHp6cnZ8+eJTg4mGPHjrF27VrsHlgxR61WU6tWLby8vPTOk56ezvTp00lISMj3esePHyc9PZ22rf4FwLwl6/h5zx/4tmpC315dSE/LYOdeFVOmTGHWrFn06tVLOXb9+vUsX74cHx8fAgICiI2NJTg4mFOnTrF27VpsbW2L8cmUHxJcCiGEEKLELFiwgKysLNasWUPNmjWxtrZmwIABeHt7s3DhQn788UfeeOMNpbxKpaJ9+/Z657h06RIffvghly5dKvB6arWaBg0aUK2qC2ciIvl5zx90e6Edcz94K69ALgwcOp6hQ4eyZMkSevTogZWVFfHx8axevZr27duzaNEizM3zOnu9vb2ZNWsWwcHBDB8+vPgeTDki3eJCCCGEKBFZWVmcPHmS5s2bU7duXb19L7/8MgAnTpxQtiUmJhIVFUWHDh2UbevXr2fYsGEkJiby+uuvF3hNtVpN+/bt0QJHj58FoH/vrnplHB0d8fPzIyUlhYsXLwKwd+9esrKyGDJkiBJYAvTo0QMPDw9CQkKKdvMViLRcCiGEEGXIjh07SrsKJvXp0+exjrewsCAoKAit1nAWTVJSklJGR6VSYWdnR4sWLZRt58+fp1evXowfP55r167xww8/mLzejRs3uH79utLy+Vq/HnRq35JaNT3+KaQ1M3r9s2fzAtEmTZoYnLdRo0b8/vvvaDQaHB0dC3XvFYkEl0IIIUQZUtAYwqeZubm5MnYyNzdXb9+mTZsAaNWqlbJNrVbTunVrrK2tlW1z5sxR/v/atWv5Xk+lUuHk5ETTpk3JvnMVR0d76js+Y1AuJiaGAwcOULlyZaVFNSEhgUqVKuHg4GBQ3s3NDYDY2FgaNGhQ4H1XNNItLoQQQohStXv3bnbs2IG7u7vSOpqdnU1YWJjBeMsHA82CqFQq2rRpo9ca+jBN6n1mzpxJZmYmY8aMwdIyr91No9HoTSx6kG4iT3p6eqHrUpFIcCmEEEKIUrNr1y4++eQT7Ozs+PLLL7G3twfg5MmTpKamGgSXhZWenk54ePg/xxvJZ3k3RcOUf39BZGQk/v7+DBo0SNlnrOv+4X0PjsUU/5BucSGEEEKUig0bNrB27VocHR1ZtGgRjRo1Uvap1Wpq166Nh4dHPmcw7dixY2RmZtKuXTuj+6/HxDH9gwVE34ijW7duzJkzBzMzM2W/g4MDd+/eNXqsrsVSxlsaJ8GlEEIIUYboxvOVZ9nZ2Xz22Wfs2rULV1dXlixZQv369fXKqFQqvVniRaVWq/H29sbFxQUALf8EjmciLvLurEUk373HoL4vMvX9jw1aIT09PYmMjCQtLc2gezwhIQFzc3NcXV0fuX7lmQSXQgghRBnyuDOyy7qcnBw+/PBDQkNDqVu3LosXL6Z69ep6ZeLi4rhy5QozZsx45Ouo1WolvdGDTp29QOD7X5KRmcmUScMY1Pslo93bjRs3JjQ0lHPnztG6dWu9fREREdSpU8foZB8hYy6FEEIIUYJWrlxJaGgojRo14r///a/RllqVSoWDgwPNmzd/pGtcvXqV2NhYgy7xxFt3eH/2YtIzMvnovYm81v9Fk0uL+/v7Y2lpycaNG/XGX+7du5e4uDi9lXyEPmm5FEIIIUSJiIuLY+PGjZiZmdG5c2fUajUWFhZ6LYcuLi6o1Wp8fHyUmdtFpVKpcHZ2pnHjxnrb1278ieS792jsXRetNpdf9v2JNsccC8copYyvry9Vq1bFw8ODkSNHsnr1agICAvD39yc6OpotW7bQqFEj+vfv/2gPoQKQ4FIIIYQQJeL48ePk5OQAsHz5cqNlmjZtSlRUFIGBgY98ncOHD9O2bVuD7u6w/1+h51zkJc59YXzpyBUrVlC1alUAxo4di4uLC8HBwcyfPx8XFxf69u3L+PHjZV3xfJglJyebnmsvSlR6ejrXr1+nZs2aFe5NW5HvHeT+K/L9V+R7h4p5/4mJibi6upKbm0tmZibW1tYVMqVNSd9/euJlrGyyDeuRZY5V1XpP/PoG133M+9e9j8qiivduFkIIIUSFIy1pJUeCSyGEEEJUWBJ0Fj8JLoUQQghR/kkUWWIkuBRCCCFEBWBmfLMEncVOgkshhBBCCFFsJLgUQgghRAVmokVTPDIJLoUQQghR7knvd8mR4FIIIYQQQhQbCS6FEEIIIUSxkeBSCCGEEBWWdJcXPwkuhRBCCCFEsZHgUgghhBBCFBsJLoUQQgghRLGxLO0KCCGEEKJiiYqKYvXq1Zw4cYLU1FRcXV3x8/Nj3LhxODo66pUNDw9n/PjxbNu2DS8vL5KTk1m9ejV//vkniYmJODo60qpVK8aPH8+zzz5rcK3MzEz8/f2ZPG4E/Xo/T3ZODsE/7WXX3oPciInHwtKC555rxJtvvkm7du0Mjg8JCSEoKIjo6GgcHBx44YUXmDBhAk5OTk/q8Tz1JLgUQgghRIm5du0ao0ePxsLCgn79+uHp6cnZs2cJDg7m2LFjrF27Fjs7O6W8Wq2mVq1aeHl5kZGRwcSJE7ly5Qq9evWiUaNGxMbGsnXrVv766y/WrFlD3bp19a53/Phx0tPT8W31LwDmLVnHz3v+wLdVE/r26sJ9TRYh+w4xZcoUZs2aRa9evZRj169fz/Lly/Hx8SEgIIDY2FiCg4M5deoUa9euxdbWtmQe2lNGgkshhBBClJgFCxaQlZXFmjVrqFmzJtbW1gwYMABvb28WLlzIjz/+yBtvvKGUV6lUtG/fHoDNmzdz6dIlZs6cSb9+/ZQy/v7+jBw5kmXLlrF48WK966nVaho0aEC1qi6ciYjg5z1/0O2Fdsz94C0AsjMsGDR8LEOHDmXJkiX06NEDKysr4uPjWb16Ne3bt2fRokWYm+eNJPT29mbWrFkEBwczfPjwJ/24nkoy5lIIIYQQJSIrK4uTJ0/SvHlzgxbGl19+GYATJ04o2xITE4mKiqJDhw4AHDlyBCsrK3r37q13rLe3N3Xq1NE7VketVtO+fXvMgKPHzwLQv3dXZb8WMxwdHfHz8yMlJYWLFy8CsHfvXrKyshgyZIgSWAL06NEDDw8PQkJCHuNJlG/ScimEEEKUIVv6fl/aVTDpte1DH+t4CwsLgoKC0GoNs0smJSUpZXRUKhV2dna0aNECgE8++YSkpCS9MgBarZY7d+7oBYEAN27c4Pr160rL52v9etCpfUtq1fQo8Ppnz+YFok2aNDEo26hRI37//Xc0Go3BGFEhwaUQQghRpsSF3yztKjwx5ubmeHl5AZCbm6u3b9OmTQC0atVK2aZWq2ndujXW1tYAVKtWjWrVqhmcd+/evdy6dYtOnTrpbVepVDg5OdG0aVMyb1/D0dGe+o7PGBwfExPDgQMHqFy5stKimpCQQKVKlXBwcDAo7+bmBkBsbCwNGjQo9P1XFNItLoQQQohStXv3bnbs2IG7uzt9+vQBIDs7m7CwMKXV0ZRLly4xf/58LCwsGD16tN4+lUpFmzZtDFo6H5R6/z4zZ84kMzOTMWPGYGmZ1+6m0Wj0JhY9SDeRJz09vdD3WJGUi+AyOzubYcOGMWfOnCIdd+nSJaZPn06PHj3o3LkzkyZN4tSpU0+olkIIIYR42K5du/jkk0+ws7Pjyy+/xN7eHoCTJ0+Smpqab3B5/vx5Jk2axL1795g2bRrPPfecsi89PZ3w8PB/jjczPP5uioZpH35OZGQk/v7+DBo0SNlnrOv+4X0Pd8OLPE/9U8nJyWH27NlcuHChSMdduXKFcePGERERwaBBg5gwYQLx8fFMnDjR6IBgIYQQQhSvDRs2KIHl0qVLadSokbJPrVZTu3ZtPDwMx0dCXqvkhAkTSE5OZtq0aQwcOFBv/7Fjx8jMzDSauxLgekwc4yZ/TMT5KLp168bcuXMxM/snAnVwcDDZMqnbLuMtjXuqx1zGxcUxe/ZswsPDi3zskiVLyMzM5LvvvlPGf7z44osMHTqUL7/8kqCgIL03mRBCCFESqrcwHkyVJ9nZ2Xz22Wfs2rULV1dXlixZQv369fXKqFQqZZb4w7Zu3cqCBQswNzdn7ty59OjRw6CMWq3G29sbFxcXQL/h8kzERd6dtYjku/cY2Oclps+cbdAK6enpSWRkJGlpaQbd4wkJCZibm+Pq6voId1/+PbXB5e7du/nPf/4DwIgRI1i/fn2hj719+zaHDx+mR48eSmAJ4OzsTJ8+fVizZg3nzp0zOkNMCCGEeJIed0Z2WZeTk8OHH35IaGgodevWZfHixVSvXl2vTFxcHFeuXGHGjBkGx2/evJnFixfj5OTEvHnzaNmypdHrqNVqJb3Rg06dvUDg+1+SkZnJlEnD6Nezl9Hu7caNGxMaGsq5c+do3bq13r6IiAjq1KljdLKPeIq7xS9cuECHDh344Ycf6Nu3b5GOPXfuHGA8vUDjxo31ygghhBCi+KxcuZLQ0FAaNWrEf//7X2Xm9YNUKhUODg40b95cb/vhw4dZsmQJlStXZuXKlSYDy6tXrxIbG2vQJZ546w7vz15MekYmH703kdf6vwgmhlb6+/tjaWnJxo0b9cZf7t27l7i4OL2VfIS+p7blctKkSUpqgtjY2CIdm5CQAGDwlxL8k14gJibmMWsohBBCiAfFxcWxceNGzMzM6Ny5M2q1GgsLC72WQxcXF9RqNT4+PsrMbZ1Fixah1Wrp2LEjFy5cMDrf4qWXXkKlUuHs7Kw0GOms3fgTyXfv0di7LlptLr/s+5PsLEusnc4rZXx9falatSoeHh6MHDmS1atXExAQgL+/P9HR0WzZsoVGjRrRv3//Yn465UeZCi4XL15c4LT+119/nWeeeUYJLB+FRqMBMJpioCjpBYo7BUFmZqbevyuSinzvIPdfke+/It87VMz7z83NJTc3V2kN02q1Bjkfy6tjx46Rk5MDwPLly42Wadq0KVFRUUyZMkXvucTFxXHt2jUAQkJCTK6Q06NHD9RqNW3atAH082mG/f8KPeciL3Hui0tGj//666+pUqUKAKNHj6ZKlSr873//Y/78+bi4uNCnTx/GjRuHtbX1Y71uj/v65+bm5huHlOa652UquPz555+VwM+U7t2788wzhglQi6K40gvExsYqH5LiFB8fX+znfFpU5HsHuf+KfP8V+d6hYt2/tbW1XjCdlZVVirUpWf7+/vj7+xe6/IPPycXFhYMHDxbqmIULFxocD7B102LD8ulWmDnpT6J68LhevXoZ7QIvrj+IHvX1T09PJyUlxeg+CwsL6tSp8zjVeixlKrgMDQ0tkevocmgZi/iLkl7A09OzWOuVmZlJfHw87u7uj9Uy+zSqyPcOcv8V+f4r8r1Dxbz/u3fvYm1tjVarJSsrCysrqwqZnaSk7z/L1OBKKJX33uPev62tLe7u7k+gZo+vTAWXJUUXFOrGXj5It60wL9iTanK2trYu1ebs0lSR7x3k/ivy/Vfke4eKdf/37t3D3Nxc6Qo1MzOrkMm4y8r9aymdZOiPe//m5uZl9jNT8d7N5C04b25urixK/yDdLPFmzZqVdLWEEEIIIZ56FTK4rFq1Kj4+PoSGhurNCk9OTmbHjh3Ur1+fhg0blmINhRBCCFGsKt7Ig1JTIYLLPXv2sGfPHr1tU6ZMwdzcnLFjx7Jx40a2bNnCmDFjSElJMZq0VQghhBBCFKxCjLmcPXs2kJf7Sqdu3bqsWrWK5cuXs27dOszMzHjuueeYPXs2TZs2La2qCiGEEOIJyMqxwhLDDC+5ZhVjIllJKhfBpaenJ0ePHjW539S+Bg0asGTJkidUKyGEEEKUFXZVPSD1in73eC44VCv/a7mXtArRLS6EEEKIis3C0oosbRXIzYsutTlmZFtUw8xMQqHiVi5aLoUQQgghCmLr7IpWWw20OZiZW0oQ9ITIcxVCCCFEhWFmZgZmEv48SdIWLIQQQgghio0El0IIIYQQothIu7AQQgghSlRUVBSrV6/mxIkTpKam4urqip+fH+PGjcPR0VGvbHh4OOPHj2fbtm14eXmRmprK+vXrCQ0NJSEhAXd3d3r16sWwYcOwtDQMazIzM/H392f69On07t2b7OxstmzZQkhICNevX8fS0hJvb2/efPNN2rVrZ3B8SEgIQUFBREdH4+DgwAsvvMCECRNwcnJ6Ys/naSfBpRBCCCFKzLVr1xg9ejQWFhb069cPT09Pzp49S3BwMMeOHWPt2rXY2dkp5dVqNbVq1cLLy4vs7GwCAwM5c+YMvXv3pmHDhpw+fZrly5dz6tQpFi9ebHC948ePk56ergSOX3zxBTt37qRNmzb069ePtLQ0duzYwZQpU5g1axa9evVSjl2/fj3Lly/Hx8eHgIAAYmNjCQ4O5tSpU6xdu7bMru1d2iS4FEIIIUSJWbBgAVlZWaxZs4aaNWtibW3NgAED8Pb2ZuHChfz444+88cYbSnmVSkX79u2BvBX3Tp48ydtvv83w4cMB6N+/P46OjgQHB3P06FF8fX31rqdWq2nQoAGurq6cPn2anTt30r17dz799FOlzIABAxg6dChLliyhR48eWFlZER8fz+rVq2nfvj2LFi3C3DxvJKG3tzezZs0iODhYqYPQJ2MuhRBCCFEisrKyOHnyJM2bN6du3bp6+15++WUATpw4oWxLTEwkKiqKDh06AKDRaKhXrx59+vTRO7ZNmzYAREZGGlxTrVYrwaluUZUBAwbolXF0dMTPz4+UlBQuXrwIwN69e8nKymLIkCFKYAnQo0cPPDw8CAkJKfoDqCCk5VIIIYQoQ7qFJJR2FUz6rZfbYx1vYWFBUFAQWq3WYF9SUpJSRkelUmFnZ0eLFi0AGDJkCEOGDDE49vz58wB4eOivtnPjxg2uX7+uBJeDBw+mU6dOPPPMMwVe/+zZswA0adLEoGyjRo34/fff0Wg0BmNEhQSXQgghRJkSlphV2lV4YszNzfHy8gIgNzdXb9+mTZsAaNWqlbJNrVbTunVrrK0N1//OyMjg5s2bHDhwgHXr1tG4cWM6d+6sV0alUuHk5ETTpk2BvBbKBg0aGJwrJiaGAwcOULlyZaVFNSEhgUqVKuHg4GBQ3s0tL8iOjY01er6KToJLIYQQQpSq3bt3s2PHDtzd3ZUu7+zsbMLCwnj77beNHrN9+3YWLlwIQJUqVXjvvfewsrLSK6NSqWjTpo1ea+jDNBoNM2fOJDMzk4CAAGXGuUaj0ZtY9CDdRJ709PSi3WgFIWMuhRBCCFFqdu3axSeffIKdnR1ffvkl9vb2AJw8eZLU1FSlS/thTZo0Yf78+UyfPh1ra2tGjx7NoUOHlP3p6emEh4ebPB7g7t27TJ48mcjISPz9/Rk0aJCyz1jX/cP7HhyLKf4hLZdlTH5/XZV3FfneQe6/It9/Rb53qNj3b2ZmVtpVKFUbNmxg7dq1ODo6smjRIho1aqTsU6vV1K5d22AcpU7jxo2V//bz82Pw4MEsWLCAjh07AnDs2DEyMzON5q4EuH79OoGBgURHR9OtWzfmzJmj93o4ODhw9+5do8fqWiwfd7xleX39JbgsQ2xtbalTp05pV6NUVOR7B7n/inz/FfneoWLfv7m5OTY2NgbbfVytjJQuX7Kzs/n8888JCQnBzc2NxYsXU79+fb0yKpVKmSVeEHd3d1q2bMmhQ4dITk7G2dkZtVqNt7c3Li4uBuVPnz7N9OnTSU5OZvDgwUyZMsWgFdLT05PIyEjS0tIMuscTEhIwNzfH1dW1iHf+D1Ovf3kgwaUQQghRhjzujOyyLicnhw8//JDQ0FDq1avHkiVLlAkyOnFxcVy5coUZM2bobQ8MDOTy5cts3brVYDWe+/fvY25urkz+UavVSnqjB506dYrJkyeTkZHB1KlTGTx4sNF6Nm7cmNDQUM6dO0fr1q319kVERFCnTh2jk32EjLkUQgghRAlauXIloaGhNG7cmFWrVhkElpDXaung4EDz5s31tnt4eHDz5k1+/vlnve3h4eGEh4fj4+ODvb09V69eJTY21qBLPDExkRkzZpCens7HH39sMrAE8Pf3x9LSko0bN+qNv9y7dy9xcXF6K/kIfdJyKYQQQogSERcXx8aNGzEzM6Nz5856E3B0XFxcUKvV+Pj4GLROjhkzBrVazfz58zl//jwNGzbk8uXLbNu2DWdnZ959910gLzh1dnbWG5cJsGbNGpKTk2nSpAlarZY9e/YYXN/X15eqVavi4eHByJEjWb16NQEBAfj7+xMdHc2WLVto1KgR/fv3L8YnU75IcCmEEEKIEnH8+HFycnIA+Prrr42Wadq0KVFRUQQGBhrsc3Fx4dtvv2XlypUcOnSIHTt2ULVqVXr27MmYMWOUMZCHDx+mbdu2BuMojxw5AuQlSNclSX/YihUrqFq1KgBjx47FxcWF4OBg5s+fj4uLC3379mX8+PGyrng+zJKTk03PtRdCCCFEsUpMTHysiSBCQNl+H8mYSyGEEEIIUWzKZXCp1Wrp06cPvr6+rF692mS5//3vf/Tu3ZsOHTowfPjwIl1jzpw5+Pr6Ehsb+7jVfWS+vr5MmDDhkY7VaDTcuXOnUGV19/rgP23atMHf35+JEyeyf//+R6pDaZgwYQK+vr4m969atcrgXtu2bUvnzp0ZPHgwy5YtIzk5Od9zhoSE4OvrS0hIiLLtcV6r4nT9+nXlv2NjY/H19WXOnDmPdU7dM3vwfh+ljCl9+vRRVux40OPci+49ffz48SLXx5jiepYlSfeaGOt61Dl+/Di+vr6sWrWqBGuWR1c/3WtU0DPOyclh+/btjB8/nk6dOuHr64u/vz8ffvghp0+ffqy6PO7nNyMjg/j4+ALLRUVF8ffffz/ydYoiMTGRv//+u1D/JCYmFni+zMxM/v7771L9TYR/nmFB/6SlpREVFUVUVFSxXTs1NbXQz6soYmNj+fvvv8nMzCzW8z5J5XLMZVhYGDdv3sTe3p4dO3YwatQogyS9UVFRzJ8/nxo1ajBt2jSqVKlSSrV9dHPmzDGav6sgf/31F7Nnz+bzzz/XW8O1ICNGjKB27dpAXo6yO3fusG/fPt577z1mzZrFK6+8UuS6lLSRI0caDVQe1q9fP2WWYk5ODhqNhrNnz7Jp0yZ27drFypUrqVWrltFztmjRgjlz5tCsWbMncg+PQqPREBgYSI0aNZg9ezaQt1zanDlzlHV+y6qHg5+n+V7KIpVKxc8//1zmPr8vvPACNWvW5Nlnny2wbG5uLu+99x6HDh2iY8eODB48mKSkJKytrTl48CC//vorgYGBDBky5JHq8qjftQDnz5/n3XffZezYsWVqdnGlSpX01uvOzMwkKSmJ3NxcPD099coWJhejpaUlnp6eBssvljR3d3eDNcsh7/7S0tJITU0F8hL3Ozo6Gl2zXDy+chlc/vzzz1haWjJkyBDWrl3LoUOHDBaz1/21MmjQoKd2xtdLL730SMedPn260K2WD2rTpo1BMDpo0CAGDhzI119/Ta9evcr8agNt2rQpVLmmTZsafb49e/Zk6tSpTJ06laCgICwtLQ3O6eXlVeaCnJSUFE6dOkWNGjWUbXZ2do/8HipJD392n+Z7KasWL16Mr68v7u7upV0VRf369Q2SapsSGhrKwYMHmTRpEiNGjNDb99Zbb/Hmm2/y3//+l86dO5tc7SU/j/PeunjxIjdv3nzk458UW1tbgwkpd+/eJTc3l8qVKxf5fObm5o90XHGrVKmS0e0JCQlKYAlw5coVtFptmXrPlyflrltco9Fw4MABGjduzIsvvgjATz/9ZFAuOzsbePylmyo6W1tb/vWvf5GUlPRIAevTpl27dgwZMoTo6Gh++eWX0q6OEI+tS5cuaDQaPvvss9KuyiMLDw8H4PnnnzfY5+DgwMCBA8nJyeHUqVMlXTVRBmi1Wu7fvw+AlZUVZmZmODg40KBBg6ey1/JpUO5aLvfu3UtGRgZt27blmWeeoV69ehw5coSYmBilNalPnz7KX5Jz585l7ty5rFixglatWqHRaFi1ahX79+/nzp071KlTh7FjxxIUFMSNGzfYsWOH3vVu3rzJ8uXL+euvv8jMzKRBgwaMHTvWoDXr+PHjbN68mbNnz3L37l3s7e1p2LAhI0aM0Buv16dPH+rUqcOwYcNYuXIl58+fx8LCgtatW/P2228rXbGQNw6oZcuWfPPNN0Be9+23337L77//TkxMDJaWljRs2JDXX39dWWt1woQJnDhxAoCJEyfi4eGh3NONGzfYsGEDR48e5datW1hYWFCrVi2Dbo45c+YQGhrK5s2bWbZsGaGhoQBMnz6dcePG8Z///Ic6derQtGlTNm3ahFar5a233sLW1pa5c+fy0UcfGXQP6bqVdXVZtWoVa9asITg4mO+//55Dhw6h0Wh45plneOONN5Q/HHTu3bvHunXr2L9/PwkJCVSuXJl27doxbtw4qlevrpTT3f/Ro0fzeRflr0+fPmzatIk//viDXr16GZwzJCTE5H3+8ssvfPvtt9y4cQN3d3d69uzJ8OHD9Z5xTk4OP/74Izt37iQ6OhpLS0u8vb154403aN++vVIuv+s8+Dx15QB27drFrl27WLFiBR4eHvTt25eePXsq3cslqSifidK8l3PnzrF27VpOnz5Neno6NWrU4JVXXmHw4MFG18TevHkzW7Zs4datW9SoUYP+/fvz6quv6rXq3759mw0bNqBWq5WxeJ6ennTv3p0333xTye1X1M9BfHw8a9as4fDhwyQlJeHi4kK7du0YM2aMXgvNhAkTuHz5snKMubk5f/31F6+99hqzZ8/WW9/5YRcuXOC7777j5MmTJCUlYWNjQ506dRg8eDDdunXTu0ZycjKzZ8/m66+/5syZM1hZWfH8888zbdo04uLi+Oqrrzh9+jQODg507NiRgIAA5Q9+3b3rvpvze8a6GbNbt25l2rRp/PLLL3qfjVdffZWBAweya9cuxo4dy6VLl5Ql/WxsbMjMzOT+/fs4OjrStGlTxo4dy3PPPadc7+Hv2oe/A48ePUpGRoby/d+2bVul3K5du4B/fmse57tHJzU1lejoaKpVq2YwW/jatWvcv39fr/5arZbbt29z9+5dsrKysLCwwN7eHldXV6VbODY2lqysLL1z5eTkKMfpGmQgbz1sR0dH3NzclOMzMzO5dOkSlStXxtPTkytXrii/ibr3fm5uLhcuXECr1dKgQQPl86PVarl48SK2trbKb1xqaipJSUmkpaWRk5ODubk5tra2VKtWTW9VnKioKGxsbHBxcSExMZH09HQleHR1dcXGxoaEhATS0tKwsrIiJyeHWrVqER0dzcWLF7GwsKBevXpA3jjUW7duUbt2bZKSktBoNOTm5mJnZ4e7uzuWlpYkJCSg0WjQarXK9oeHDWi1WhISErh79y45OTlK/R5u2c3MzOT27dukpqYqz9fa2hpnZ2ejwzCysrKIj48nNTUVMzMz7ty5Q3p6OjVr1kSr1fLyyy/j5OTEli1blGMSEhLo1asXLi4ueg0iGo2Gbt260atXLz744APlvbN69WrCwsLQaDRUr16dbt26MWLEiCKnXSp3waUua7+/vz8A3bt3Z/ny5fz0008EBAQAeWO4Dh8+zLZt25Sxdc8++yyZmZlMmjSJ8+fP07NnTxo1asTp06eZMWMGjo6ORpd5mjp1Ki1atGDSpEncunWLzZs3ExgYyMaNG6lbty4A+/fvZ+bMmdSvX5833ngDBwcHLl++zI4dO3jnnXf46aef9LpqLl68SGBgIC+99BIvv/wy58+f56effuLixYv8+OOPRn/QAJYsWcL//vc/+vbty2uvvUZqaio//fQT06dPZ9GiRXTo0IGRI0fi5OTEgQMHGDFihPIjEhsby4gRI7CysqJ///64ublx69Yttm/frvz4aTQakpOTyczMJCsri1GjRmFra0tubi4dO3YkPDycwMBAXFxcCA8P5/z584wfP57k5GR8fHw4c+ZMkV/PKVOm4OrqysiRI8nMzCQoKIiPPvqIatWqKctxpaSkMGbMGG7evKkE5zdu3OCnn37izz//ZO3atdSsWbPI1zalVq1a2NjYEBkZWaTjIiMjmTt3Lv369WPgwIEcPHiQlStXcvHiRb744gvgn7FjBw8epFWrVrz11lukpqaya9cupkyZwjvvvMPQoUOLdN0WLVoQGBjI4sWLad68Of369ePZZ58lIyOjSOcpyP379w0mO+mkp6fr/X9RPxMlfS86Bw8e5P3338fLy4s33ngDOzs7jh49ytKlSzl16hRffvmlXtC4f/9+QkNDGTRoENWqVWPv3r0sWLCA2NhYpkyZAuR9jkaNGkVKSgoDBgygZs2aJCcns3v3blauXIm5uTkjR47Uq0dhPgdXr15l3LhxpKam0rdvX+rUqcOlS5fYvn07Bw8eZNWqVTzzzDPKOdPS0gCwt7dn3LhxrFmzhitXrjBx4kR27dpltFfn7NmzTJgwAXd3d1599VWcnZ2JiYlh27ZtfPDBB7i7u+uNNb516xaTJk2ie/fudO3aFZVKxe7du4mPj+fixYt07dqVrl278ueff7Jt2zbMzMx4//33831NjD3jI0eOYGlpydatW/njjz+U+0xJSQHyxtctWrSIoKAg/Pz8mDRpEseOHSM0NBSNRkOVKlWYPn06kZGR7Nq1i9OnT7Nz507s7e1N1iM7O5tx48ZRv359JkyYwN27d/n+++8JDAxky5Yt1KpVi379+mFtba33W1PStFot0dHRSvBcpUoVcnJySEpKIjU1ldq1axsdJ6k7TvfZtbGxwdramvT0dLKysrh37x4ZGRnUqVPH6HCoSpUqkZiYSFpamvIc09LSlJVu7t+/r3Rhp6enk5OTo7znUlJSiImJwcbGhqpVq2Jubk5GRgbJyclER0dTt25dvbGS6enpXL9+ncqVK1O5cmXS09NJTk4mPT0dd3d3kpKSsLKyws3NDTMzM+zt7fHw8DA5yer69evY2Njg6uqqjEW9ceMG5ubmWFpaUq1aNbKyspTtDz+DO3fuYGZmRpUqVTA3Nyc5OZnY2FhycnKUoDEzM5MrV64o5aysrMjKyiI5OZn4+HgsLCwMgtEbN25ga2uLm5sbWVlZXL58mVmzZrFhwwY8PT3p2LGj8put+2Pyr7/+AiApKYlLly4pccnhw4fJyclRhh2dO3eOt99+W2npr1KlCmfOnOHbb7/l6NGjrFixokjroJer4PLSpUtERETQsGFD5culW7duLF++nJCQECZMmICVlRWdO3dGo9Gwbds2vbF1mzZtIjIyUu8HfODAgdSuXZsVK1YYDS67devGhx9+qPy/h4cHn3zyCaGhocqLuG7dOqpUqcKqVauws7NTytaqVYt58+YRGhqqFzAkJCTw2Wef6bUCZGVlsXPnTo4dO2Zy3ODOnTtp27at3pezbkb333//TYcOHWjTpg2nTp3iwIEDemMot2zZQkpKCt999x3e3t7K8S+88IKyPNbDa7wmJSUBeWPi5s6dy/79+5k9ezb379/n/v37fPbZZ3To0EEp/yjBZe3atVm0aJHywW3atCnjxo1jx44dyo/qN998w/Xr11m5cqXeD1vPnj158803WbhwIUuWLCnytU0xMzOjcuXKJgMpU+7fv89//vMfunbtCuS9t2bOnEloaChhYWH4+Pjwyy+/cPDgQXr27MlHH32k3PfgwYMZOXIky5Ytw8/PT2+8YUG8vLzw8/Nj8eLFeHl5Ke/34p7VuWDBAhYsWFCoskX9TOiU1L1A3g/Wp59+Sr169VizZo3yYzZo0CC++eYb1q1bx759+/Q+p+np6axZs4YmTZoAMGDAAMaNG8fmzZuVQHLXrl3cvHmTL7/8khdeeEE5tn///rz44ov89ttvBsFlYT4H8+bNIzk5ma+//hofHx/lWD8/PwICAvjiiy9YsWKFsl0XkI8aNYpWrVpRuXJlvvzyS9LS0vjtt9/o16+fwTP57rvvgLzl+6pVq6Zs/9e//kVgYCC//vqr3mcwJSWFt99+W8nG8corr9CzZ0+OHz+u9z37yiuv0Lt3b/78889CvS7GnvHZs2epXr06cXFx3Lp1C8j7g3vHjh106dKF4OBgOnbsyPz588nJyWHVqlU0bNgQLy8vZSnCAQMGUKlSJTZt2sSRI0f0Xp+HZWVl0bFjR9577z1lm6enJ7NnzyYkJIRJkybRrFkzoqOjDX5rStLdu3e5f/8+VatW1Vtm0c7OjuvXr5OUlGR03KFGo1ECS0dHR+UPdK1WS1RUFNnZ2WRmZpKenq73GdZxdHQkMTERjUajBJepqalYWFiQm5urF1zeu3cP+Ge8pK7n7Nlnn9VLgm5tbU18fDz37t1TkpxDXqDv5eWFk5OTsk2r1XL37l1iY2MxMzPDy8tLr56VK1c2Oavb1tZWr0EiMzMTjUaj9xx0101JSSErK0sv2NVqtdSuXVvZ5uzszJUrV0hMTKRy5cpYWFhw584dcnNzefbZZ/Xq5eTkxOXLl0lJSTEILu3t7alRo4byPVCvXj3u3r3LypUrmTNnDp06dWL79u0cPnyYvn37AnlJ43Wfi2PHjilxyaFDh3BwcMDHxwetVssnn3yCo6MjmzZtUq47cOBAWrZsyWeffcaWLVuKlFWnXI251LVadu/eXdnm5eVFkyZNuHPnjtJ9a8pvv/2Go6Mjr732mt72oUOHmvwL9uEZlrovPN2XG8C3337L5s2b9d5AD6YU0LUg6NjY2NClSxe9bboWxtu3b5usv7u7O8ePH2fTpk3Kj627uzs//fQTY8aMMXkc5LWM7NmzRy+wzM3NVVZSAHjnnXdYtmyZEtyOHz+eV199lT///JORI0cqAU9ubi7W1taFnjyTnx49euj9Rfjwc9Bqtfz666/Url2bWrVqkZycrPxTtWpVmjZtypEjR5TxNsXl4e6jwqhTp44SWEJekKr7sB44cACAffv2AXldig/et4ODAyNHjiQnJ6fA93FpGTZsGMuWLTP6z8M/qkX9TJSGo0ePkpycTJcuXZRWWd0/uoBS97rptGvXTvkOgLwZtK+//jparZY//vgDgNdee41ffvkFPz8/vWOTk5NxdHQ0+l4t6HOQnJzM8ePH8fHx0QssIW8Sm4+PD8ePH1f+IDRmwIABNGjQAMDoknwAX3zxBTt37tQLLLOzs5XZucZetx49eij/bWlpqfw4P/g9bWFhgaenZ6FSuJh6xoAyuVC3nrSZmRlXrlxh7dq11K5dm2nTpinX27VrF19++aXyHrx//z5paWnKkITCfGc8/L4uzPd0SdMFbg8GY5AX/D377LMG23UqVapE/fr1adCggd7s8ezsbL2Az9jMbMgL0KysrPQm0Wg0GhwcHLC1tTXYbmdnp7Sg1q5dmzp16pi8zsPXNDMzM5jIo+vGzc3Nxc3NzWgAbMqDQSr8M1v+4e26+j78e+Ds7KwXbFpYWFClShVyc3OV+3Zzc6N+/fp69dJqtUrLrrHnWq1aNb3vAWdnZ2rXrs3BgwfJzc3Fx8cHOzs7ZRWi3NxcwsLCePHFF3F3dycsLAzIG+6gVqtp37491tbWREVFcfnyZTp06IBWq9X7rnv++eexsbEx+K4rSLlpuczOzlbGEzRu3FivJaN169acPXuWrVu36n3RPSw6OpoaNWoYrGVqbW2Nl5cXGo3G4JiHP5i6N+GDP5SWlpbExsaydu1arl27RmxsLDExMcqb5+E3kbOzs0HXt+6NauqDDPDhhx/y73//m6+++oqvvvqKGjVq0KZNG7p160bLli1NHgd5H87s7GxWrVrFhQsXiI2N5caNG3rdmd7e3rRq1UpZi/XFF1/Ey8uLZ599lvnz57Nt2za9e3j4OT6Kh5/vw88hOTmZlJQUUlJS9H6sHpaQkFColCaFkZ2dzb1794q8MoIujdODdOOLdDkbY2JicHBwMNqSoPuLs7TzyJlSp04dkzlET548qff/Rf1MlIZr164BsHz5cpYvX260zMOzgAvzGkPezNpNmzYRERFBbGws169fV350jI1tKuhzEBMTg1arpU6dOkbrWbduXcLCwoiNjc03pc6bb77JBx98wJEjR4y+z8zNzUlJSeH777/n8uXLyuum+3E19ro9XHfd98KDASrk/QDrfljzk98zjomJYfjw4cTHx3P48GFmzJiBra0tq1ev5tKlS8ryfTdu3CA2NlavW/SDDz7gzp07Sh0KU5eH700XbJSF96+OboylseFUBQVcZmZm3L17l5SUFDIzM/UaGwqjUqVKJCUlKeMJMzIycHFxISsri1u3bpGdnY1WqyUjI0Pv+9TMzEwpoxuGlV+ORwsLC4Oued3vtZ2dXZHTSD38rHTnfvg3zVR2FGPpjR4cm6o7VqvVKuNEdfeY3/vOWLd0rVq1uHLlCklJSVSrVo02bdoQFhZGbm4ukZGRyrC0+Ph4Dh48qExsS0lJUbrEdd91P/30k9EJ0FD0351yE1weOnRI+avcVLLbkydPcvnyZZNfwFlZWSZzdNnY2BgNLh9et9SY9evXs3z5cjw8PGjevDmtWrWiXr165OTkMH369Ec6pzHNmjVj27ZtHDt2jMOHD3Ps2DF++ukntm7dyuuvv66M+TImLCyMqVOnYm1tTevWrfHz86NOnTr861//MpmbTffBeumll5g/f77eOq2mxoWakpOTY/SYgp6F7svuX//6F2PHjjVZ7sHuoMd14cIFsrOz9QbMF4axe9F9kTw4sN3UF5buXguTl83U8ywrivqZKA26AGH8+PE0bdrUaJmHezTye411P0yXLl1i/PjxZGZm0qpVK3x9fRkyZAjNmjUz+d1V0OdAd43Hfe/ofoSzsrL45JNPGD16tN7+X375hY8//pgqVarQsmVLunfvTt26dXFzczNIAaRj6o/MR01b9vCzSEtLIzg42Oi1bG1t6dWrF82bN2fAgAGoVCqee+45nnvuOXJycoiPj8fZ2Znk5GQ6d+5Mly5duHbtGvPmzStUXcpi6rWHg5P8vlPyk5WVxbVr15Q/HHSTgOzs7NBoNIUa5+zo6EhSUhL3799X6uXg4KAEjvfv31cCzwdbHm/dukViYiJWVlbY2dlhb2+Pra0tWq2WGzduGFzn4ftLSUlR/lh7lPRIj/u6Gjv+4c9oamoq169fVyYfVapUCRsbG+zs7IqU2P3h75dOnTpx4MABIiIiCAsLw8bGhn/9618kJiayZ88e/v77b/7880+srKyUFn7dd92rr75q0KOiU9TGonITXOpW/nhwksqDduzYgUqlUia4GFOrVi2uX79Obm6uQXP89evX8x3cbUp8fDwrVqygRYsWLFu2TC94Lc5UNhkZGURFReHk5ES7du2UN01MTAwBAQEEBQUxZswYk6mX/vOf/2BjY0NQUJBei0JCQkKB19a9MQv6AdQFOw9P7sjOzubu3buPlKS4SpUq2Nvbc+/ePaOtZkeOHMHc3LxYE+XqXreHhy4UxNiX4pUrV4B/Wl68vLy4evWq3oBsHd3sXt32J/E8S0JJfSYel64r0MbGxuC9lZqayl9//WXQcmXsNb569Srwz2u8aNEiNBoNmzdv1muFy87OJjk5+ZFeN10mjEuXLhndf/nyZczMzAr9R1aNGjU4fvy43g9zRkYG//nPf6hRowbr16/X+y4pyRQ/Dz9jGxsbdu/eDWByLPKZM2fQarW4urqyYcMGTp48ybhx4+jRowc2Njbs3LkTf39/WrVq9Uhjw0vag7OvH/bgrG5A6Zo29gfnzZs3sbKyMmhFhryZ07rA8uHxmrqJUgWxt7fHwsJCaZixsrLCysoKS0tLzM3NSU1NVcYr6lrlsrKySExMxN7enpo1a+r9rty9e7fAa2ZmZnLz5k2lZbA0/gAw1sqq26b7LdLVsU6dOnrfgfkNucrMzDTo2bh69SpOTk7KZ/X555/HwsKCw4cPc+LECZo3b461tbXyHRYWFsaff/6Jj4+P8hl+cNjDw991ubm5hIaGFjl3c7kYc3nr1i3UajVOTk6MHj2azp07G/wzfvx4AHbv3m3wY6zj7+/P3bt3ldQROjt37izUm9qYu3fvotVqefbZZ/XeQOnp6Uq6gKJ2NRiTnJzM6NGjDSZUeHl54erqipmZmfLFovv3g19MycnJVKlSxeDHUjeAPz+651XQTEjdF9jDy5vt27fvkWf7WlhY4Ofnx+XLl/n111/19ulm3S9cuLBYuugBTpw4wY8//kjt2rWLHFz+/fffesvQ5ebm8u233wL/ZDfQjcn85ptv9Fog0tLS+O6777CwsFC6MoryPI295qXlcT8TJXUvbdu2xcHBgc2bNxtM3vr222+ZOXMmarVab7tKpdILfjIzM9m4caPe65acnIydnZ3Bl/WWLVvIyMh4pO8DXUtiWFiYMq5KJywsjOPHj9OyZUucnZ0Ldb6OHTvi6OioN743IyODtLQ0PDw89ALL7OxsNm3aBBTPd1lBHn7G2dnZymTLq1evGn1f6Mag6SYw6l7PatWqKcvX5uTkkJyczM6dO5XzFgddcFSc71fd99nDv2X37983CE50LYIPj7fVjSM2dZ8PvpYPdsfqJrAUhi5lkUaj4f79+8rrpJuxrdv+YKvlg63sDzfy6O7BVNdxbm6uMrymNBO6P5y6KScnhzt37mBubq48g5ycHCwtLQ1+mx6cT/Cwh3NJJyUlER0dTdeuXZUg2tnZmWbNmvHHH39w9uxZZQx2tWrVqFOnDiEhIVy9elVvcYrnnnsODw8PQkJCDP5427ZtG//+97+VOS2FVS5aLnfv3k1OTg69e/c2OVXe29ubFi1aEB4ezt69e412Gb7++uv8+uuvfPbZZ5w+fRpvb2/+/vtvdu/e/cjBSZ06dahZsyY7d+7ExsaGunXrcuvWLUJCQpRJP8a624vK3d2dPn36sG3bNiZPnkzHjh0xMzPjr7/+Ijw8nFdffVUZX6NrGdm6dSu3bt3ipZdeolOnTuzevZsZM2bQoUMH0tPTCQ0N5fTp05ibm5Obm8uRI0dISEhQ3ny//fYbFy9e5Pfff6d69er07dvX5HgNyPti9/LyIiQkBGtraxo2bMiFCxfYvXs3np6ehRrjZMzbb7/NiRMn+Oijj/jrr79o0qQJ8fHxbN26FQsLC959990in/PMmTN6Qcy9e/c4c+YMoaGhuLi4MG/evCK/J6pUqcI777zDkCFDcHZ2JjQ0lBMnTvDqq68q3a4vvfQSv//+O7t27SIuLg4/Pz/S0tIICQnh+vXrvP3220pQUpTnqZuheOLECbZv314sk60e1eN+JorzXn744QeDP0p0AgMDmT59Op988gmvv/46ffv2xdXVlWPHjvHbb7/RuHFjBg4cqHeMvb09Y8eOZfDgwVhbW7Nr1y4uXLjAO++8o7Q4+/n5sWbNGgICAujWrRtarRa1Wo1KpTI5/KYw3n33XcaNG8eUKVOUVESXL19m+/btODk56c1qLoiDgwNTpkzh008/VbY5OTnRokULjhw5wty5c2nWrBkpKSn88ssvXLt2DXNzc2XyyJNk7BnfvXsXDw8Ptm3bxsmTJ5VJQ0eOHOHAgQMcOnRI+T5cu3Yt9vb2WFtb8/333yuf8x9//JEzZ84oz784vpfhn+/bPXv2oNVq6dmzZ4HHmFrRR9fKaG1tjb29Pffv3ycmJgZ7e3syMzNJTk7G2tpar+XM2dmZlJQUbt26RUZGBvb29sryvaZaLSEvKNU9g5s3b5KSkkJ2drZBQFvQHxSOjo5KvscHM64kJCSwdu1azp8/T1paGq6urvj5+TF27FisrKxITk7GzMwMW1tbwsPDee+991iwYAGurq4GgXpQUBA7d+7kP//5D56ennpxQFpaGllZWQwYMIC33nqLF198kZycHH7++Wd27txJXFwcVlZWeHt706dPH6Nj8/ft28fWrVtJSEjAwcGBF154ocC15q9evUqVKlWUCTK6Ge26gLlSpUrcvXuXGzdu4OjoqPzOpKWlYWZmZvS53rt3T3mOGRkZXLp0CU9PTyZOnKhXrlOnTixduhTQb4n09fUlKCgIc3NzJfc15P3B/sEHHzB16lSGDx9O//79qVGjBhEREfz888/UqFGDUaNG5Xu/DysXweWuXbswMzNjwIAB+ZYbMmQI4eHh/PTTT7z66qsG+21tbfnmm29Yvnw5Bw8eZPfu3dSrV49Fixbx8ccfP1LXqqWlJUuXLmXZsmX8+uuvpKam4urqSvPmzRkzZgzjx49X8lA9rhkzZvDMM8+wa9culi9fTk5ODs8++yzTp0/X+xHs1q0bBw4cQKVSERYWRufOnXn33XepXLky+/fv56+//sLZ2Zl69eqxYsUK5s6dS2xsLOvXr9e73po1a/D09OTVV19l+PDh+Q64hry/4L/66iuWLVvG3r172bVrF40bN+a///0vGzZs4OLFi49037qurnXr1nHo0CH27t2Ls7MzrVq1YtSoUTRs2LDI59y2bZsyQUn3V3bNmjV58803GTx4cKFbgB7Upk0bWrZsyXfffUd8fDxeXl7MmDFD771oYWHB/PnzCQoKYteuXSxbtgxbW1uee+45pk+frgx3gKI9T1tbW95++202bNjAggULeO+994q0rnxxetzPRHHei6lZ0ZD3R0vPnj2pXr06GzduZMuWLWRmZlK9enVGjRrFsGHDDCZE9OnTBzs7O/73v/+RnJxM7dq1DdKKjRo1SpmtvGTJEpycnHjmmWeYN28eERERrF+/npMnTxY5J2KdOnX47rvvWLNmDfv372fbtm1Uq1aN3r17M3LkyCKPO+7duzf79+9HpVIp2z7//HNl0Yhff/2VqlWr8txzz/Hxxx8zb948Tp48SXp6epETLheFqWfcpUsXQkJC2Ldvn7JQxB9//IG3tzczZ86kevXqrF27VmlldXV1RavVkpKSgkaj4dixY7z00ksMHTqUV199lcOHDzNs2LDHrm/r1q158cUXOXDgAH///TfNmzcvcIiVqTRnNjY2SjDo5eWlJPS+d+8eNjY2eHp6kpqaqvddbGZmRs2aNZVk6BqNBgsLC5ycnKhWrZrJP5KdnZ3Jzc3l9u3bZGdnK4GmpaUlNjY2yphGjUZjMIv6QY6OjkoXtS64vHbtGlOnTsXMzIxu3brx3HPPcebMGYKDgzl27BgrVqzg3r17pKSkkJycjEqlwtPTk7Zt23Lt2jW9wP/vv/9WWtUenDik671JTk7mzJkzSrJx3UTCgwcP0rRpU7p06YKjoyM7duzg448/ZsyYMUr2AfhnfHijRo3o27cvt2/fJjg4WMlza4wuD+bt27fJzc3F1tYWDw8PveDa3d0dCwsLZXyohYUFNjY2StYTXQvxg707tWrVIj4+Xln4oFq1aqxdu9bg98jPz4+lS5dSuXJlvd+/Nm3aEBQURNOmTQ16KX19fVm3bh3r1q3j559/RqPR4ObmxoABAxgxYoTJP0JMMUtOTn605qJySJcK5OEPW25uLn5+fjRu3FhZoUEInfHjx3Py5Eml600IIfKTmJhY5GwT5UlAQADHjx/XW2wE8oaGLFy4kICAAN544w1l++uvv07r1q2ZOnWq3nnu3bvH0KFDSUpKIjMz0+hqTgALFy4kPDycTZs2cfr0acaMGUP37t31WuY1Gg1Dhw4lNTWVPXv2YGVlRXx8PP3798fHx4dFixYprY579+5l1qxZejlcS0NZfh+VizGXxeWbb76hY8eOxMTE6G3//fffycjIMDljVFRs9+7de6TJXkIIUdFkZWUpLfMPBpYAL7/8MoDS8gx5AVRUVJTeghw6X375Jbm5ufTv3z/fa+pyOgLK8psP93Q6Ojri5+dHSkqK0uuzd+9esrKyGDJkiN74zx49eihjFIVx5aJbvLi8/PLL7Nixg4CAAPr06YOzs7OyfFr16tWLvOyeKN9++eUXzp8/z6VLlwrMIyqEEIVlN3dSaVfBpLSPjOd8LSwLCwuCgoKMjrHXTdh5cE6ESqXCzs6OFi1a6JXdvXs3v/32G//9738N8ug+6MaNG1y/fl0JLgcPHkynTp30lkI1dX1der0Hk/brNGrUiN9//11ZuUfok+DyAc2aNWPlypVs2LCBoKAgZYmp3r17M2bMmEcaZyfKr59//pkzZ87QrFkzZs6cWdrVEUKUExaXIkq7Ck+Mubm5ybQ2uvGwD3Ztq9VqWrdurTfnISYmhvnz5zN48GB8fX3zDS5VKhVOTk5Kz6Ojo6OyEtWDYmJiOHDgAJUrV1ZaVBMSEqhUqZLRpZ91Y5hjY2ONnq+ik+DyIc2aNWPhwoWlXQ3xFPj6669LuwpCCFEu7N69mx07diiZTyBvgk5YWBhvv/22Ui4nJ4ePP/4Yd3d3Jk0quIVXpVLRpk2bfBeV0Gg0zJw5k8zMTAICApR5F7plKY3RTVozldqwopMxl0IIIYQoNSEhIXzyySfY2dnx5ZdfKmPYT548SWpqqtKlDXk5ZiMiIpg7d67J1IM66enphIeH6x3/sLt37zJ58mQiIyPx9/dn0KBByr780uPp9j3qinrlnbRcCiGEEKJUrF27lpUrV+Lo6MiiRYv0VthTq9XUrl0bDw8PIG8M5Nq1axk6dChubm5KyiZd66FGoyE5ORknJyfMzc05duwYmZmZeincHnT9+nUCAwOJjo6mW7duzJkzR29FHwcHB5MLqOiuKeMtjZPgUgghhChDcuoaLmFc3mRnZ/P5558TEhKCm5sbixcvpn79+nplVCqV3ixxtVpNTk4O3333ndHV42bMmAHA9u3b8fT0RK1W4+3tbXRJ1dOnTzN9+nSSk5MZPHgwU6ZMMWiF9PT0JDIykrS0NIPu8YSEBMzNzctsKqDSJsGlEEIIUYY87ozssi4nJ4cPP/yQ0NBQ6tWrx5IlSwyS/MfFxXHlyhUlYATo2bOn0cUFdu3axZ49e3jnnXeoX7++NzzqxQABAABJREFUkiBcrVYr6Y0edOrUKSZPnkxGRgZTp05l8ODBRuvZuHFjQkNDOXfuHK1bt9bbFxERQZ06dYxO9hESXAohhBCiBK1cuZLQ0FBlRTFjXcsqlQoHBwe9YNLLy8voTHPdbHFvb29lpvnVq1eJjY016BJPTExkxowZpKenM2fOHF588UWT9fT392fFihVs3LiRVq1aKV3me/fuJS4ujilTphTxzisOCS6FEI9s1apVrFmzRm+bubk5tra2VK9eneeff55hw4Y9Vhov3czRHTt26F3T1GocRRUSEsLcuXMZM2YM48aNe6Rz7Nu3jxUrVhAXF4ezszPbt2/XW7atuOTk5BAXF6f8wB4/fpyJEyc+Vt0fh7HXX8fBwQE3Nzc6dOjAqFGjHmtsmkajISsriypVqjzyOUTZEBcXx8aNGzEzM6Nz585Gl2B1cXFBrVbj4+NjcnnKgqhUKpydnWncuLHe9jVr1pCcnEyTJk3QarXs2bPH4FhfX1+qVq2Kh4cHI0eOZPXq1QQEBODv7090dDRbtmyhUaNGBSZvr8gkuBRCPLZ+/fopLQw5OTloNBrOnj3Lpk2b2LVrFytXrqRWrVqPdO7AwMBirGnxS05O5uOPP8bBwYHJkyfj6Oj4RALLuLg4pk6dSufOnZVA8tlnn2XOnDnUq1ev2K9XFA++/pA3kzYxMZH9+/ezadMmzpw5wzfffJNvOhhT/vrrL2bPns3nn39eLH9MiNJ1/PhxcnJyANPp3Jo2bUpUVNRjffYPHz5M27ZtDcZR6pbpPXv2rJIk/WErVqxQutbHjh2Li4sLwcHBzJ8/HxcXF/r27cv48eOVdETCkASXQojH1rRpU1566SWD7T179mTq1KlMnTqVoKCgR2qF6Ny5czHU8MmJjo4mMzOT/v3789prrz2x68TExBAVFaX3PKpWrWr0uZc0U6//G2+8QUBAAGFhYfz555/4+fkV+dynT5/mzp07xVFNUQb07NmTnj17Fus5x40bZ9Byv2zZMqNlt2/fXuTzDxgwwGC5SJE/SdAkhHhi2rVrx5AhQ4iOjuaXX34p7eo8EVlZWYCkJDHG3Nyc3r17AxAeHl7KtRFClBRpuRRCPFF9+vRh06ZN/PHHH/Tq1UvZfvz4cTZv3szZs2e5e/cu9vb2NGzYkBEjRuDr66t3PPwz5vJBWq2Wfv36odFo2L17t94ScQCTJ0/mzJkz7Nmzp0hdWLqxhMHBwXz//fccOnQIjUbDM888wxtvvKFMApgwYQInTpwA8sZyrVmzho8++ki5z19++YXg4GCioqIwMzOjYcOGvPHGG3Ts2FHvetnZ2Xz//ffs2bOHmJgYnJycaNmyJePGjaNmzZp6Yxt119m+fTs3b940OubyzJkzrF+/nlOnTpGWloanpyfdu3dn+PDheomnfX19efXVV2nVqhXr16/nypUr2NnZ0aFDB9566y2qVatW6Gdmii4h9sMK8/o/+HwnTpyIh4eH8j7IyMhg06ZN/PLLL8TGxmJvb0+rVq0YO3assnyfEKJ0SMulEOKJqlWrFjY2NkRGRirb9u/fz1tvvUV8fDxvvPEG7733Hj179uTcuXO888473Lx5s1DnNjMzo1evXqSkpKBSqfT23bp1i7CwMLp16/bIY6OmTJnC1atXGTlyJOPHjyc5OZmPPvqIY8eOATBy5EhGjBgB5HXfz5kzhxYtWgDw3//+l48++ggHBwfeeustRo8ezf3795k2bRqbN29WrpGbm0tAQABff/01Xl5eTJ48mT59+qBSqRg3bhzx8fG88MILBtcxNbnlt99+Y+zYsZw7d45BgwYxZcoUnnnmGVavXs3EiRMNlqv7888/mTt3Lq1atWLatGn4+vqya9cuPvjgg0d6Zg87cOAAAM8995yyrbCv/8iRI5VhACNGjFDG4GVlZREQEMCaNWto1qwZ06ZNY+DAgYSHhzNy5EhOnz5dLHUXQjwaabkUQjxRZmZmVK5cWVlNA2DdunVUqVKFVatW6SUnrlWrFvPmzSM0NJShQ4cW6vyvvPIKa9asYffu3bzwwgvK9j179pCTk6PXWlpUtWvXZtGiRUoKkqZNmzJu3Dh27NhB69atadOmDZaWlqxfv5569eop4w7PnTvHxo0bGThwIO+++65yvtdff52AgACWLVtGly5dcHd3Z9euXRw/fpw333yTt956SynbrFkzJk+ezJYtW5g8eTIpKSkG13mYRqPhiy++oHLlyvzwww9K8uhXX32VFStW8O2337Jx40bGjh2rHHPz5k3WrVtHkyZNAOjbty937twhLCyM6OjoQk3Eun//vt7rm5OTw+3bt/nll1/4+eef8fb2xt/fX9lf2Ne/TZs2nDp1igMHDtCmTRtlQk9QUBAnT57k888/1zvvgAEDeP311/nss8/YsmVLgfUWQjwZElwKIZ443bhEnW+//RaNRqMXWGRmZir/nZaWVuhzu7u74+Pjg1qt5u7du1SuXBnIS6xcq1YtmjVr9sj17tGjh95ycLql6W7fvp3vcb/++iuQlyfvwaALoFu3bhw/fpw///yTAQMGcODAAczMzHjjjTf0yrVt25Zvv/3WaF4/U44ePcq9e/cYP368waoko0aNIigoiH379ukFlzVr1lQCywfvMywsjNu3bxcquFywYAELFiww2G5vb0/fvn2ZNGmS3kzxx339f/31VypVqkTr1q31nq+lpSXt2rVjz549XL16lWeffbbAugship8El0KIJyo7O5t79+7pLZNmaWlJbGwsa9eu5dq1a8TGxhITE0Nubi6A8u/CeuWVVzhy5Aj79u1jwIAB/P3331y+fFmvJfBR6NKR6OjGdBZUv+joaCBvzKApuq7f2NhYXFxccHJyMijzcI6+gty4cQOAOnXqGOyzsbGhRo0aSt10Hr5HQEmlVNjXYdiwYbRt2xatVsudO3cIDg7m/PnzjB071mgL9OO+/teuXSM9PZ3u3bubLHPz5k0JLoUoJRJcCiGeqAsXLpCdna035m79+vUsX74cDw8PmjdvTqtWrahXrx45OTlMnz69yNfo3LkzTk5O7NmzhwEDBrBr1y7Mzc0fO03PwznyCkuXx2/BggUmx3u6u7sDecH3g62jj0Or1QKYPF9ubq5BDs5HvccH1alTR28Slr+/P4GBgSxdupTbt28zefJkvfKP+/rn5uZSs2ZN3nvvPZNlHl6nWghRciS4FEI8UboURF26dAEgPj6eFStW0KJFC5YtW6YX7DxquiJra2t69OjBjz/+SHx8PPv376dNmzYG6xWXFE9PTwCqVaumdKXrXL9+natXryqzqD09PTly5AgajcYgndFnn32Gh4cHo0aNKtR1a9SoAcClS5cM8oOmp6cTExOjlHmSLC0t+fTTTxk6dCibNm3C29tbaWUsjtff09OT27dv07JlS4PcqadPnyYtLU0SXAtRimS2uBDiiTlx4gQ//vgjtWvXVoLLu3fvotVqefbZZ/UCi/T0dGUShq7lryh69+6NVqtlxYoVJCYmPtZEnselu9fVq1fr3Ut2djZz585l2rRpJCYmAuDn50dubq7BBJRTp06xY8cOJYG4roVR1zppTJs2bXBwcCA4OJikpCS9fRs2bCA9PV2p25NWuXJlPv74Y8zMzPjyyy+Jj48Hiv7668ZqPthV3qVLF+7du8f333+vd82EhASmTp3KrFmziq01WAhRdNJyKYR4bGfOnNELAu7du8eZM2cIDQ3FxcWFefPmKS1MderUoWbNmuzcuRMbGxvq1q3LrVu3CAkJ4datW0DerOeiatiwIQ0aNGD37t04OTk90mowxcXX15fevXuzc+dORo0aRbdu3bCysuKXX37h3LlzDBw4UGnR7N27N3v37mXlypVERUXRqlUrEhMT+fHHH/VaLXUTdA4ePEj16tWNrlzk6OjIe++9x8cff8zrr79O//79qVKlCmFhYRw4cABvb2+GDRtWYs+hdevWvPbaawQFBfHpp5/y1VdfFfn119331q1buXXrFi+99BLDhw/n0KFDfP3110RERODj40NKSgo//fQTGo2GuXPnSsulEKVIgkshxGPbtm0b27ZtA/LG+9nb21OzZk3efPNNBg8ejLOzs1LW0tKSpUuXsmzZMn799VdSU1NxdXWlefPmjBkzhvHjx/PXX389Uj1eeeUVFi5cSPfu3Q0Sqpe0Dz74gCZNmrB9+3ZWrVqFhYUFtWrV4oMPPlBWrYG85/HVV1+xYcMG9u7dy8GDB6latSpdunRh3LhxSj7LZ555htdff52dO3eycOFCPDw8jK7V/eKLL+Lm5sZ3331HUFAQWVlZeHl5MWHCBIYOHaqXRL0kvPXWW/z1118cOXKEH3/8kVdffbVIr3+3bt04cOAAKpWKsLAwOnfujL29PatXr2b9+vWEhoby559/UqlSJRo0aMDHH39M69atS/QehRD6zJKTk033sQghxFMkODiYBQsWsGHDBr0JREKUJYmJiXrZE4R4FGX5fSRjLoUQ5UJmZiY//fQTjRo1ksBSCCFKkXSLCyGeaqdPnyY4OJgLFy5w9epVFi1aVNpVEkIUICoqijVr1nDixAk0Gg2urq74+fkxbtw4g6wJ4eHhjB8/nm3btuHl5cWePXuYPXu20fP27NnTYF9mZib+/v5Mnz6d3r17k52dzZYtWwgJCeH69etYWlri7e3Nm2++Sbt27QzOGRISQlBQENHR0Tg4OPDCCy8wYcIEo7lpRR4JLoUQTzV7e3uOHj2Kubk506ZN4/nnny/tKgkh8nHt2jVGjx6NhYUFAwcOpHr16pw5c4bg4GCOHTvG2rVr9VZvUqvV1KpVS1mt6uLFiwD8+9//NhhDbGxFq+PHj5Oenq4Ejl988QU7d+6kTZs29OvXj7S0NHbs2MGUKVOYNWuWXqYJXU5WHx8fAgICiI2NJTg4mFOnTrF27VqZOGaCBJdCiKdavXr1lOUWhRBl34IFC8jKymLdunXUrVsXgP79++Pt7c3ChQv58ccf9ZZDValUtG/fXvn/ixcv4uLiQt++fQt1PbVaTYMGDXB1deX06dPs3LmT7t278+mnnyplBgwYwNChQ1myZAk9evTAysqK+Ph4Vq9eTfv27Vm0aJGSDszb25tZs2YRHBzM8OHDi+GJlD8y5lIIIYQQJSIrK4uTJ0/SvHlzJbDUefnll4G8/Lg6iYmJREVF0aFDB2VbVFSU0SVOTVGr1UpwevToUSAvmHyQo6Mjfn5+pKSkKC2je/fuJSsriyFDhuitZNWjRw88PDwICQkpdB0qGmm5FEIIIcqQtGNTSrsKJtm1XvJYx1tYWBAUFGR0MQBd4v8HU2ypVCrs7Oxo0aKFUub27dv4+/sDecGqVqs1mXrsxo0bXL9+XQkuBw8eTKdOnXjmmWcKvP7Zs2cBaNKkiUHZRo0a8fvvvxtdWUtIcCmEEEKUKbkpkaVdhSfG3Nzc6LhIgE2bNgHQqlUrZZtaraZ169ZK8KhrVYyLi2P48OFcvHiR3NxcnnvuOd566y18fHz0zqlSqXBycqJp06ZAXgtlgwYNDK4dExPDgQMHqFy5stKimpCQQKVKlXBwcDAor1taNjY21uj5KjrpFhdCCCFEqdq9ezc7duzA3d2dPn36AHnLpYaFhemNt4yKigLylkft2rUr8+bNY/LkycTFxTF58mQOHTqkd16VSkWbNm2MLjigo9FomDlzJpmZmYwZM0ZZTUyj0ehNLHqQbiJPenr6o990OSYtl0IIIYQoNSEhIXz22WfY2dnx5ZdfYm9vD8DJkydJTU3VCy4bNWrEyJEj6dWrFzVr1lS2d+nShSFDhvDll1/SoUMHzM3NSU9PJzw8nPfff9/kte/evUtgYCCRkZH4+/szaNAgZZ+xrvuH9z04FlP8Q4JLIYQQQpSKtWvXsnLlShwdHVm0aBGNGjVS9qnVamrXro2Hh4eyrUWLFsr4ywd5eHjg5+fHnj17uHLlCnXr1uXYsWNkZmYazV0JcP36dQIDA4mOjqZbt27MmTMHMzMzZb+DgwN37941eqyuxVLGWxonwaUQQghRhpg7eZd2FZ647OxsPv/8c0JCQnBzc2Px4sXUr19fr4xKpdKbJV6QqlWrApCamgrkBafe3t64uLgYlD19+jTTp08nOTmZwYMHM2XKFINWSE9PTyIjI0lLSzPoHk9ISMDc3LzMLr9Y2iS4FEIIIcqQx52RXdbl5OTw4YcfEhoaSr169ViyZIkyQUYnLi6OK1euMGPGDL3t06dP5/Lly/zwww8GCcyvXLkCQI0aNYC84FKX3uhBp06dYvLkyWRkZDB16lQGDx5stJ6NGzcmNDSUc+fO0bp1a719ERER1KlTx+hkHyETeoQQQghRglauXEloaCiNGzdm1apVBoEl5LVaOjg40Lx5c73t1apV48aNG2zfvl1v+/Hjx1Gr1XTo0AEXFxeuXr1KbGysQZd4YmIiM2bMID09nY8//thkYAng7++PpaUlGzdu1Bt/uXfvXuLi4vRW8hH6pOVSCCGEECUiLi6OjRs3YmZmRufOnQ1mdwO4uLigVqvx8fFRZm7rjB07FrVazdKlS7l48SKNGzfmypUr/PTTT7i6uiotnSqVCmdnZxo3bqx3/Jo1a0hOTqZJkyZotVr27NljcH1fX1+qVq2Kh4cHI0eOZPXq1QQEBODv7090dDRbtmyhUaNG9O/fvxifTPkiwaUQQgghSsTx48fJyckB4OuvvzZapmnTpkRFRREYGGiwr2rVqnz77besWrUKlUrF7t27cXFxoWfPnowdO1YZA3n48GHatm1rMI7yyJEjQF6CdF2S9IetWLFCGb85duxYXFxcCA4OZv78+cqyk+PHj5d1xfNhlpycbHquvRBCCCGKVWJiokwEEY+tLL+PZMylEEIIIYQoNhJcCiGEEEKIYiPBpRBCCCGEKDYSXAohhBBCiGIjwaUQQgghhCg2ElwKIYQQQohiI8GlEEIIIYQoNhJcCiGEEEKIYiPBpRBCCCGEKDYSXAohhBBCiGIjwaUQQgghhCg2ElwKIYQQQohiI8GlEEIIIYQoNpalXQEhhBBCVCxRUVGsWbOGEydOoNFocHV1xc/Pj3HjxuHo6KhXNjw8nPHjx7Nt2za8vLwAOHz4MN999x2RkZFYWFjw3HPPMWHCBBo3bmxwrczMTPz9/Zk+fTq9e/cmOzubLVu2EBISwvXr17G0tMTb25s333yTdu3aGRwfEhJCUFAQ0dHRODg48MILLzBhwgScnJyezMMpB6TlUgghhBAl5tq1a4wePZqjR4/St29fpk+fTsuWLQkODmbcuHGkpaXplVer1dSqVUsJLHfs2MGUKVO4e/cuEyZMYNiwYVy8eJHx48cTERFhcL3jx4+Tnp6uBI5ffPEFS5cupVq1akyePJmRI0eSkJDAlClTCAkJ0Tt2/fr1zJ07l8qVKxMQEMCLL77Ijh07mDhxIunp6U/oCT39pOVSCCGEECVmwYIFZGVlsW7dOurWrQtA//798fb2ZuHChfz444+88cYbSnmVSkX79u0BSEhIYOHChXh7e7Ny5UpsbW0B6Nq1K6+99hrffPMNX331ld711Go1DRo0wNXVldOnT7Nz5066d+/Op59+qpQZMGAAQ4cOZcmSJfTo0QMrKyvi4+NZvXo17du3Z9GiRZib57XHeXt7M2vWLIKDgxk+fPgTfVZPKwkuhRBCiDJk1a65pV0Fk8b1/Oixjs/KyuLkyZM0b95cCSx1Xn75ZRYuXMiJEyeU4DIxMZGoqCjeeecdAHbv3k16ejrvvPOOElgC1KxZk3feeYfs7GyDa6rVarp27QrA0aNHgbxg8kGOjo74+fkRFBTExYsXadSoEXv37iUrK4shQ4YogSVAjx49WL58OSEhIRJcmiDBpRBCCFGGXE+8VNpVeGIsLCwICgpCq9Ua7EtKSlLK6KhUKuzs7GjRogUAx44dw9HRkX/9618AZGdnk52dja2tLa+99prBOW/cuMH169eVls/BgwfTqVMnnnnmmQKvf/bsWQCaNGliULZRo0b8/vvvaDQagzGiQoJLIYQQQpQQc3NzZezkwzZt2gRAq1atlG1qtZrWrVtjbW0NwNWrV6levTqXL1/mq6++4tixY+Tk5FC3bl3efvttOnTooHdOlUqFk5MTTZs2BfJaKBs0aGBw7ZiYGA4cOEDlypWVFtWEhAQqVaqEg4ODQXk3NzcAYmNjjZ6vopMJPUIIIYQoVbt372bHjh24u7vTp08fIK9VMiwsTGl1BEhJSSElJYVx48bh7OzMp59+yrvvvktqairTpk3jwIEDeudVqVS0adNGrzX0YRqNhpkzZ5KZmcmYMWOwtLRUttvZ2Rk9RtclL5N6jJPgUgghhBClJiQkhE8++QQ7Ozu+/PJL7O3tATh58iSpqal6wWVWVhYJCQn07NmTTz75hK5duzJw4EDWrFmDnZ0dCxcuVLrc09PTCQ8P1zv+YXfv3mXy5MlERkbi7+/PoEGDlH3Guu4f3vfgWEzxD+kWF0IIIcqQmq51Cy5UTqxdu5aVK1fi6OjIokWLaNSokbJPrVZTu3ZtPDw8lG22trakpqYajK90c3OjU6dO7Nmzh6tXr1K7dm2OHTtGZmam0dyVANevXycwMJDo6Gi6devGnDlzMDMzU/Y7ODhw9+5do8fqWixlvKVxElwKIYQQZcjjzsh+GmRnZ/P5558TEhKCm5sbixcvpn79+nplVCqVwRhKd3d3Ll++TNWqVQ3Oqdum0WiAvODU29sbFxcXg7KnT59m+vTpJCcnM3jwYKZMmWLQCunp6UlkZCRpaWkG3eMJCQmYm5vj6upa9JuvAKQ9VwghhBAlJicnhw8//JCQkBDq1avHunXrDALLuLg4rly5YtClrZu5HRUVZXDeGzduACgtnWq12iA4BTh16hQBAQGkpKQwdepUpk6darR7W7faz7lz5wz2RUREUKdOHaOTfYQEl0IIIYQoQStXriQ0NJTGjRuzatUqZeb1g1QqFQ4ODjRv3lxv+yuvvAL/x969hkV53Xsf/3LwMEAJJQKK1taA1uJh4wGiuI00qEmUSlRqNGJNpMFoq4lV+sREY42NjcYD2KrFiNHoNmj1QRui2z6WncQ9Y1AUrUgwwiZoQRwaJYpxEAjPCy/unckMJtGJoP4+15UXrvVf91oz4cXvute97gHeeOMN6uvrjfbi4mL++7//m379+tGuXTs++eQTysvLHbbEKysrSU5Oxmaz8bvf/Y7x48c3uc6hQ4fi6enJ5s2b7Z6/3LdvHxUVFcTGxt7Mx78naFtcREREbouKigo2b96Mm5sb0dHRHDhwwKHG398fi8VCRESEcXK70b/9278xceJE/uM//oOkpCQee+wxLly4wLZt22jTpg1z5swBrodTPz8/h98aX79+PVVVVfTs2ZOGhgb27t3rMH9kZCT3338/HTp04Omnn+aNN95gxowZDB06lDNnzrBt2zbCwsIYM2aMC7+Zu4vCpYiIiNwWR44cMe44rl692mlNr169KCoqYtasWU77n3vuOUJDQ9m+fTupqam0bduWiIgInn32WX70ox8BcPDgQQYMGOCw3Z2TkwNcf0F640vSv2rt2rXG85vPPPMM/v7+bN++nddffx1/f38ef/xxpk6davcLQWLPraqqqumz9iIiIuJSlZWVOggit6wl/x3pmUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZz+ZegIiIiNxbioqKWL9+PUePHqW6upqAgACGDBlCUlISPj4+drV5eXlMnTqVzMxMpk+fzrlz52547V27dhEcHGz8+9q1awwdOpQ5c+YwatQo6urq2LZtG1lZWZw9exZPT0+6d+/O5MmTGThwoMP1srKyyMjI4MyZM3h7e/PTn/6UZ599Fl9fX9d8GXchhUsRERG5bUpLS0lMTMTDw4P4+Hjat2/PiRMn2L59O7m5uaSnp2MymYx6i8VC586d6dixI7NmzeLq1asO1/zoo4/IyMigZ8+eBAYG2vUdOXIEm81mBMfXXnuNv/71rzz44IOMHj2aq1evsnv3bp5//nnmz59PbGysMXbjxo2sWbOGiIgIZsyYQXl5Odu3b+f48eOkp6fTtm3b7+hburMpXIqIiMhts2zZMmpra9mwYQMhISEAjBkzhu7du7N8+XJ27NjBpEmTjHqz2UxUVBQA0dHRDte7cuUK69evx8/Pjz/84Q94etpHG4vFQrdu3QgICOAf//gHf/3rXxk+fDi///3vjZqxY8cyceJEUlJSeOSRR2jVqhXnz5/njTfeICoqihUrVuDufv1Jwu7duzN//ny2b9/OL37xC1d/PXcFPXMpIiIit0VtbS3Hjh0jPDzcCJaNRowYAcDRo0eNtsrKSoqKihg0aFCT11y7di1nz57l+eefJygoyKHfYrEY4fTQoUPA9TD5ZT4+PgwZMoRLly5x+vRpAPbt20dtbS0TJkwwgiXAI488QocOHcjKyvo2H/2eojuXIiIiLcju3bubewlNiouLu6XxHh4eZGRk0NDQ4NB34cIFo6aR2WzGZDLRp08fp9crKSlh586dhIeHG+H0y/75z39y9uxZI1yOHz+ehx56iB/+8IdfO39+fj4APXv2dKgNCwvj73//O9XV1Q7PiIrCpYiISItitVqbewnfGXd3dzp27Oi0b8uWLQD069fPaLNYLPTv35/WrVs7HbNu3Trq6+v59a9/7bTfbDbj6+tLr169gOt3KLt16+ZQV1ZWxnvvvcd9991n3FG1Wq1873vfw9vb26G+8bnO8vJyp9e712lbXERERJrVnj172L17N0FBQcbd0bq6Og4fPmzcdfyqc+fO8d5779GvXz969+7ttMZsNvPggw/a3Q39qurqaubOncu1a9f45S9/aTyzWV1dbXew6MsaD/LYbLZv/BnvJQqXIiIi0myysrJYtGgRJpOJJUuW4OXlBcCxY8e4cuVKk+EyMzOT+vr6Jg/V2Gw28vLymhwP8NlnnzFz5kwKCwsZOnQo48aNM/qcbd1/te/Lz2LK/9K2uIiIiDSL9PR00tLS8PHxYcWKFYSFhRl9FouFLl260KFDB6djs7Oz8ff3JzIy0ml/bm4u165dc/ruSoCzZ88ya9Yszpw5w7Bhw1i4cCFubm5Gv7e3N5999pnTsY13LPW8pXMKlyIiIi3IV9/TeDeqq6tj8eLFZGVlERgYyMqVK+natatdjdlsbvKU+CeffMKZM2cYN25ck1veFouF7t274+/v79D3j3/8gzlz5lBVVcX48eN5/vnnHe5CBgcHU1hYyNWrVx22x61WK+7u7gQEBHybj33PULgUERFpQW71RHZLV19fz7x588jOziY0NJSUlBSHQF1RUUFJSQnJyclOr5GXlwfAgAEDmpzHYrE4PUF+/PhxZs6cSU1NDb/5zW8YP3680/E9evQgOzubkydP0r9/f7u+goICHnjgAaeHfUTPXIqIiMhtlJaWRnZ2Nj169GDdunVO79SazWa8vb0JDw93eo2PPvoIgJ/85CdO+z/55BPKy8sdtsQrKytJTk7GZrPxu9/9rslgCTB06FA8PT3ZvHmz3fOX+/bto6Kiwu6XfMSe7lyKiIjIbVFRUcHmzZtxc3MjOjqaAwcOONT4+/tjsViIiIhw+LWdRqWlpbRp04b777/fab/ZbMbPz48ePXrYta9fv56qqip69uxJQ0MDe/fudRgbGRnJ/fffT4cOHXj66ad54403mDFjBkOHDuXMmTNs27aNsLAwxowZcxPfwL1B4VJERERuiyNHjlBfXw/A6tWrndb06tWLoqIiZs2a1eR1qqqqbniY5uDBgwwYMMDhOcqcnBzg+gvSG1+S/lVr1641QuszzzyDv78/27dv5/XXX8ff35/HH3+cqVOn6nfFb8Ctqqqq6bP2IiIi4lKVlZU6CCK3rCX/HemZSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGc/mXoCIiIjcW4qKili/fj1Hjx6lurqagIAAhgwZQlJSEj4+Pna1eXl5TJ06lczMTDp27MiVK1dIS0vjvffe41//+hf+/v4MGTKEadOmOYwFuHbtGkOHDmXOnDmMGjWKuro6tm3bRlZWFmfPnsXT05Pu3bszefJkBg4c6DA+KyuLjIwMzpw5g7e3Nz/96U959tln8fX1/c6+nzudwqWIiIjcNqWlpSQmJuLh4UF8fDzt27fnxIkTbN++ndzcXNLT0zGZTEa9xWKhc+fOdOzYkbq6On79619z8uRJhg8fTt++ffnoo4/YuXMnx48fJz09nTZt2tjNd+TIEWw2mxEcX3vtNf7617/y4IMPMnr0aK5evcru3bt5/vnnmT9/PrGxscbYjRs3smbNGiIiIpgxYwbl5eVs377dmKtt27a350u7wyhcioiIyG2zbNkyamtr2bBhAyEhIQCMGTOG7t27s3z5cnbs2MGkSZOMerPZTFRUFAAffPABJ0+eZMyYMbzwwgtGTVBQEOvWrePdd99lzJgxdvNZLBa6detGQEAA//jHP/jrX//K8OHD+f3vf2/UjB07lokTJ5KSksIjjzxCq1atOH/+PG+88QZRUVGsWLECd/frTxJ2796d+fPns337dn7xi198Z9/TnUzPXIqIiMhtUVtby7FjxwgPDzeCZaMRI0YAcPToUaOtsrKSoqIiBg0aBMCZM2cA+Pd//3e7sdHR0QCcOnXKYU6LxWKE00OHDgHXw+SX+fj4MGTIEC5dusTp06cB2LdvH7W1tUyYMMEIlgCPPPIIHTp0ICsr69t9+HuI7lyKiIi0INse/4/mXkKTntg18ZbGe3h4kJGRQUNDg0PfhQsXjJpGZrMZk8lEnz59APjhD38IwP/8z//YBczS0lIAAgMD7a75z3/+k7Nnzxrhcvz48Tz00EPGdW40f35+PgA9e/Z0qA0LC+Pvf/871dXVTp/zvNcpXIqIiLQgFXnnmnsJ3xl3d3c6duzotG/Lli0A9OvXz2izWCz079+f1q1bA/DQQw8xZMgQ3nzzTdq1a0efPn0oKipixYoVBAYGEhcXZ3dNs9mMr68vvXr1Aq7foezWrZvD3GVlZbz33nvcd999xh1Vq9XK9773Pby9vR3qG0NseXm50+vd6xQuRUREpFnt2bOH3bt3ExQUZATEuro6Dh8+zK9//WujzsPDg2eeeYYzZ87wu9/9zmj39/dn7dq1tGvXzu66ZrOZBx980O5u6FdVV1czd+5crl27xowZM/D09DTav3yw6MsaD/LYbLab+rx3Oz1zKSIiIs0mKyuLRYsWYTKZWLJkCV5eXgAcO3aMK1euGFvacP3k95QpU7BarUydOpXXX3+dGTNm8MUXXzB16lQ+/vhjo9Zms5GXl2c3/qs+++wzZs6cSWFhIUOHDmXcuHFGn7Ot+6/2fflZTPlfunMpIiIizSI9PZ20tDR8fHxYsWIFYWFhRp/FYqFLly506NDBaFu7di11dXWsXbvW2OqG69vlCQkJvPrqq2zatAmA3Nxcrl275vTdlQBnz55l1qxZnDlzhmHDhrFw4ULc3NyMfm9vbz777DOnYxvvWOp5S+cULkVERFqQ9n06fH3RHa6uro7FixeTlZVFYGAgK1eupGvXrnY1ZrPZOCXe6PTp0/zoRz+yC5Zw/aBP3759OXjwoHHIxmKx0L17d/z9/R3m/8c//sGcOXOoqqpi/PjxPP/88w53IYODgyksLOTq1asO2+NWqxV3d3cCAgJu5Wu4aylcioiItCC3eiK7pauvr2fevHlkZ2cTGhpKSkqKwynviooKSkpKSE5Otmtv1aoVX3zxhdPrNrY3bllbLBbj9UZfdvz4cWbOnElNTQ2/+c1vGD9+vNPr9ejRg+zsbE6ePEn//v3t+goKCnjggQecHvYRPXMpIiIit1FaWhrZ2dn06NGDdevWOQRLuH7X0tvbm/DwcLv2QYMG8cknn3Dw4EG79tOnT5OXl0dYWBjf+973+OSTTygvL3fYEq+srCQ5ORmbzcbvfve7JoMlwNChQ/H09GTz5s12z1/u27ePiooKu1/yEXu6cykiIiK3RUVFBZs3b8bNzY3o6GgOHDjgUOPv74/FYiEiIsI4ud3oV7/6FUePHiU5OZm4uDi6du3K2bNn+b//9//i6enJ//k//we4Hk79/Pzo0aOH3fj169dTVVVFz549aWhoYO/evQ7zR0ZGcv/999OhQweefvpp3njjDWbMmMHQoUM5c+YM27ZtIywszOGXgOR/KVyKiIjIbXHkyBHq6+sBWL16tdOaXr16UVRUxKxZsxz6AgMD2bhxI+vXr+f999/n//7f/8t9993HoEGDeOaZZ4yXox88eJABAwY4PEeZk5MDXH9BeuNL0r9q7dq13H///QA888wz+Pv7s337dl5//XX8/f15/PHHmTp1qn5X/Abcqqqqmj5rLyIiIi5VWVmpgyByy1ry35GeuRQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl/Fs7gWIiIjIvaWoqIj169dz9OhRqqurCQgIYMiQISQlJeHj42NXm5eXx9SpU8nMzKRjx4589tlnpKWl8d5773H58mV+8IMfEBcXx89//nPc3R3vmV27do2hQ4cyZ84cRo0aRV1dHdu2bSMrK4uzZ8/i6elJ9+7dmTx5MgMHDnQYn5WVRUZGBmfOnMHb25uf/vSnPPvss/j6+n5n38+dTuFSREREbpvS0lISExPx8PAgPj6e9u3bc+LECbZv305ubi7p6emYTCaj3mKx0LlzZzp27Mjly5d55pln+OSTT4iOjiYyMpKPP/6YlStXcvToUV577TXc3Nzs5jty5Ag2m80Ijq+99hp//etfefDBBxk9ejRXr15l9+7dPP/888yfP5/Y2Fhj7MaNG1mzZg0RERHMmDGD8vJytm/fzvHjx0lPT6dt27a350u7wyhcioiIyG2zbNkyamtr2bBhAyEhIQCMGTOG7t27s3z5cnbs2MGkSZOMerPZTFRUFABvvvkmn3zyCb/4xS/49a9/bdR069aNpUuXsmfPHkaOHGk3n8VioVu3bgQEBPCPf/yDv/71rwwfPpzf//73Rs3YsWOZOHEiKSkpPPLII7Rq1Yrz58/zxhtvEBUVxYoVK4y7ot27d2f+/Pls376dX/ziF9/Z93Qn0zOXIiIiclvU1tZy7NgxwsPDjWDZaMSIEQAcPXrUaKusrKSoqIhBgwYB8F//9V94eXnxy1/+0m7smDFjuO+++8jMzHSY02KxGOH00KFDwPUw+WU+Pj4MGTKES5cucfr0aQD27dtHbW0tEyZMsNtuf+SRR+jQoQNZWVk39R3cC3TnUkREpAUZlmVt7iU06f/FBt7SeA8PDzIyMmhoaHDou3DhglHTyGw2YzKZ6NOnDwDnz58nNDTUYTva3d2djh07UlhYSENDg7E1/s9//pOzZ88a4XL8+PE89NBD/PCHP/za+fPz8wHo2bOnQ21YWBh///vfqa6udnhGVBQuRUREWpTDlbXNvYTvTGMIdGbLli0A9OvXz2izWCz079+f1q1bA+Dl5cWVK1ecjq+qquLatWt89tln+Pn5AdfDqa+vL7169QKu36Hs1q2bw9iysjLee+897rvvPuOOqtVq5Xvf+x7e3t4O9YGB10N2eXm50+vd67QtLiIiIs1qz5497N69m6CgIOLi4gCoq6vj8OHDxl1HgN69e/PPf/6TkydP2o0vKCjg3LlzANTU1BjtZrOZBx980O5u6FdVV1czd+5crl27xi9/+Us8PT2N9i8fLPqyxjunNpvtJj7t3U/hUkRERJpNVlYWixYtwmQysWTJEry8vAA4duwYV65csQuXiYmJuLu789vf/pb9+/dTXl7O+++/zwsvvGC8GqgxSNpsNvLy8uzGf9Vnn33GzJkzKSwsZOjQoYwbN87oc7Z1/9U+Z68+Em2Li4iISDNJT08nLS0NHx8fVqxYQVhYmNFnsVjo0qULHTp0MNp69OjB66+/zh/+8AdefPFFAEwmE08//TRlZWXs3r3bCJm5ublcu3bN6bsrAc6ePcusWbM4c+YMw4YNY+HChXavMfL29uazzz5zOrbxjqWet3RO4VJERKQFiQho1dxL+M7V1dWxePFisrKyCAwMZOXKlXTt2tWuxmw2G6fEv+zf//3f2b17N6dPn6auro7Q0FBMJhNTp04lKCjIeD7TYrHQvXt3/P39Ha7xj3/8gzlz5lBVVcX48eN5/vnnHe5CBgcHU1hYyNWrVx22x61WK+7u7gQEBNzqV3FXUrgUERFpQW71RHZLV19fz7x588jOziY0NJSUlBTjgEyjiooKSkpKSE5Otms/evQon3zyCWPGjOEnP/mJ0X7p0iXy8/MZOnSo0WaxWIzXG33Z8ePHmTlzJjU1NfzmN79h/PjxTtfZo0cPsrOzOXnyJP3797frKygo4IEHHnB62Ef0zKWIiIjcRmlpaWRnZ9OjRw/WrVvnECzh+l1Lb29vwsPD7dpzc3N57bXXOHz4sNHW0NDAH//4R+rq6pg4cSIAn3zyCeXl5Q5b4pWVlSQnJ2Oz2fjd737XZLAEGDp0KJ6enmzevNnu+ct9+/ZRUVFh90s+Yk93LkVEROS2qKioYPPmzbi5uREdHc2BAwccavz9/bFYLERERBgntxuNGTOGzMxMXnrpJZ544gn8/f15//33sVgs/PKXvzReC2Q2m/Hz86NHjx5249evX09VVRU9e/akoaGBvXv3OswfGRnJ/fffT4cOHXj66ad54403mDFjBkOHDuXMmTNs27aNsLAwxowZ48Jv5u6icCkiIiK3xZEjR6ivrwdg9erVTmt69epFUVERs2bNcuhr164daWlprF27lr/85S/U1NTQpUsXXn31VYYNG2bUHTx4kAEDBjg8R5mTkwNcf0F640vSv2rt2rXcf//9ADzzzDP4+/uzfft2Xn/9dfz9/Xn88ceZOnWqflf8BtyqqqqaPmsvIiIiLlVZWamDIHLLWvLfkZ65FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERkduqqKiIF154geHDhxMVFUVcXBwrVqygurraoTYvL4/IyEjKysoc+i5fvkxsbCzr1q1zOo/NZiMtLY0xY8YwePBg4uPj2bJlC/X19U7rz58/T2RkJIcPHzbGr127lrFjxxIVFUVMTAyzZs0iPz/fYWx9fT1bt25l3LhxDB48mLi4ONasWYPNZvs2X81dwbO5FyAiIiL3jtLSUhITE/Hw8CA+Pp727dtz4sQJtm/fTm5uLunp6ZhMJqPeYrHQuXNnOnbsaHcdm83GnDlzsFqtTuf54osveOGFFzh48CA/+9nP6NGjBzk5OaxatYozZ87w4osvOowxm814eXkRHh5OQ0MDycnJ5OTkEBMTw4QJE7h48SI7d+4kKSmJlJQUIiMjjbFLly4lMzOThx9+mCeeeIJTp06xadMmCgsLSU1Nxc3NzUXfYMuncCkiIiK3zbJly6itrWXDhg2EhIQAMGbMGLp3787y5cvZsWMHkyZNMurNZjNRUVF21yguLmbevHkUFxc3Oc/f//53LBYLv/rVr5g8eTIAo0eP5g9/+AOZmZmMGjWKnj172o2xWCxERETQqlUr9u3bR05ODk899RTTp083akaNGsWECRNYvnw527ZtA+DkyZNkZmYyevRo5s6da9QGBwezZs0a9u/fz7Bhw27yG7vzaFtcREREbova2lqOHTtGeHi4ESwbjRgxAoCjR48abZWVlRQVFTFo0CCjbePGjSQkJFBZWcmTTz7Z5FzvvvsurVq1Yty4cXbtv/jFLwDIyspyWFtubq4x16FDhwAYO3asXV1QUBB9+/alpKSEqqoqu2tNnDjRrnb8+PG0adPGYa67ne5cioiItCCmV6Z/fVEzufrymlsa7+HhQUZGBg0NDQ59Fy5cMGoamc1mTCYTffr0MdpOnTpFbGwsU6dOpbS0lK1btzqdKz8/n5CQELstdoCOHTvy/e9/n5MnT9q15+Xl8fnnnzNw4EAAZsyYQXx8PIGBgU2u1d3d3ZjL19eXzp0729W1bduWkJAQh7nudgqXIiIiLYhHcUFzL+E74+7u7vDsZKMtW7YA0K9fP6PNYrHQv39/WrdubbQtXLjQ+HdpaanTa9lsNi5dumQXSr8sMDCQ8vJyuzaz2UxoaChBQUEA+Pn54efn5zD2+PHj5Ofn07VrV3x9fQGwWq20b9++ybkKCgqorq7Gx8fHac3dRtviIiIi0qz27NnD7t27CQoKIi4uDoC6ujoOHz7s8Lzll4NmUxpPnXt5eTntb9u2LVevXrVrs1gsDnN9ldVq5eWXXwYgKSnJbr6v3iH98lyAw3x3M4VLERERaTZZWVksWrQIk8nEkiVLjEB47Ngxrly58rWBz5nGbXdn2++N7V/efi8rK6O0tPSGc5WXlzNt2jTOnTtHQkICQ4YMcZjvRmtp3EK/F2hbXERERJpFeno6aWlp+Pj4sGLFCsLCwow+i8VCly5d6NChw7e+bmNAbeodkzabDW9vb7u5fHx86N27t9P6goICZs+ezaeffsrEiROZOXOmw3w3mgu4Z7bEQeFSRESkRakPCfv6ojtcXV0dixcvJisri8DAQFauXEnXrl3tasxms90p8W/D29sbPz+/Jt+BabVa7UKrxWIhMjIST0/HWPT+++8zf/58ampqmDlzJgkJCQ41wcHBnD9/vsm5/Pz8aNOmzU19ljuRwqWIiEgLcqsnslu6+vp65s2bR3Z2NqGhoaSkpDicyK6oqKCkpITk5OSbnqdHjx7k5uZis9mM5x7h+hZ4VVUVjzzyCAA1NTUcOXLE6VzZ2dm89NJLeHh4sHjxYmJiYpzO1bNnTwoLCykrK7M7sGSz2SguLmbAgAE3/TnuRPfOAwAiIiLS7NLS0sjOzqZHjx6sW7fO6at+zGYz3t7ehIeH3/Q8jz76KDU1NcaLzhu99dZbAMTGxgLX36tZU1NjvIKo0enTp1mwYAGenp6kpqY2GSwb5/rytRtlZGRw7do1Ro4cedOf406kO5ciIiJyW1RUVLB582bc3NyIjo7mwIEDDjX+/v7GL+U426b+poYPH87u3btZs2YN5eXlhIWF8eGHH/L3v/+dn//85/z4xz8GrgfZbt260a5dO7vxq1atoqamhkGDBmG1Wtm7d6/DHNHR0ZhMJnr37k1sbCyZmZlcunSJAQMGUFBQwK5duxg8eDDR0dE3/TnuRAqXIiIiclscOXKE+vp6AFavXu20plevXhQVFTFr1qxbmsvNzY3ly5fzxhtv8Le//Y13332X4OBgZs2axRNPPGHUHTx4kKFDh9qNraurM34pyGw2Yzabnc6xa9cu4xVEL774Ip06deKdd97hgw8+IDAwkClTpjB58uR76nfFAdyqqqqaPj8vIiIiLlVZWUlAQEBzL0PucC3570jPXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIyG1VVFTECy+8wPDhw4mKiiIuLo4VK1ZQXV3tUJuXl0dkZCRlZWUOfZcvXyY2NpZ169bdcL6lS5cSFxd3w5pFixaRlJRkN+9zzz1HTEwMgwYNYuzYsaxbt45r1645jC0uLmbOnDk88sgjREdHM336dI4fP37D+e5mns29ABEREbl3lJaWkpiYiIeHB/Hx8bRv354TJ06wfft2cnNzSU9Px2QyGfUWi4XOnTvTsWNHu+vYbDbmzJmD1Wq94Xzbt29nx44ddOjQ4YZ1H374IT//+c8BOHr0KL/61a/w9/fnySef5L777uPQoUOsX7+ef/zjH6xatQp39+v350pKSkhKSqJNmzaMGzcOb29v/vKXvzBt2jT+9Kc/0bdv35v5mu5oCpciIiJy2yxbtoza2lo2bNhASEgIAGPGjKF79+4sX76cHTt2MGnSJKPebDYTFRVld43i4mLmzZtHcXFxk/PYbDZWrVrFjh07vnZNp06dorKy0phn8eLFeHt7s2nTJtq1awdAfHw8K1eu5O233yY7O5uhQ4cCkJKSwrVr13jrrbeMAPzoo48yceJElixZQkZGBm5ubt/iG7rzaVtcREREbova2lqOHTtGeHi4ESwbjRgxArh+17BRZWUlRUVFDBo0yGjbuHEjCQkJVFZW8uSTTzqd5/Tp04wZM4YdO3YwevRoAgMDb7gui8VCQEAA3bp14/z585w5c4YhQ4YYwbLRyJEjgetb5gCffvopBw8eJDo62u7Oqp+fH3FxcZSUlHDy5Mmv+1ruOrpzKSIi0oJczX2+uZfQJFP/lFsa7+HhQUZGBg0NDQ59Fy5cMGoamc1mTCYTffr0MdpOnTpFbGwsU6dOpbS0lK1btzpcq6ysjICAABYuXEhERMTXPm9psVgYOHAgAPfffz87duygTZs2DnWffvopgLEl3hgce/bs6VDbo0cPo8ZZ/91M4VJERKQF+eJSYXMv4Tvj7u7u8Oxkoy1btgDQr18/o81isdC/f39at25ttC1cuND4d2lpqdNrRUVFER0d/Y3WdOnSJfLz8427oJ6ennTu3Nlp7X/8x3/YrbHxec/27ds71DbeLXV2EOlup21xERERaVZ79uxh9+7dBAUFGXcZ6+rqOHz4sMPzll8Omk35JjWNPvzwQ9zc3IiMjLxhXXp6OocOHaJ79+489NBDAMbp9i8fQGrUtm1b4Pqzn/ca3bkUERGRZpOVlcWrr76KyWRiyZIleHl5AXDs2DGuXLniEC5dzWKx8G//9m94e3s3WZOenk5aWhr+/v784Q9/MLbFnW3vN2rsa6y9lyhcioiISLNoDG0+Pj6sWLGCsLAwo89isdClS5evfYXQrWhoaODDDz9k4sSJTvvr6up4/fXXyczMJDAwkD/+8Y922/qNQdjZ3cnGNh8fn+9g5S2bwqWIiEgL4u7bvbmX8J2rq6tj8eLFZGVlERgYyMqVK+natatdjdlstjsl/l346KOPuHDhgtO7o59//jlz587l4MGDPPDAA6SkpDg8WxkcHAzg9F2bjW1BQUHfwcpbNoVLERGRFuRWT2S3dPX19cybN4/s7GxCQ0NJSUlxeFVQRUUFJSUlJCcnf6drsVgstG/f3uG1SFevXuW5557j+PHj9O/fn6VLlzq9AxkWFoa7uzv5+fnEx8fb9TWeJO/du/d39wFaqHvvQQARERFpNmlpaWRnZ9OjRw/WrVvn9B2UZrMZb29vwsPDv9O1fPkVRF/26quvcvz4cQYPHkxqamqTW9v3338/ERERZGdn250Kr6qqYvfu3XTt2pUf//jH39n6WyrduRQREZHboqKigs2bN+Pm5kZ0dDQHDhxwqPH398disRAREYGn53cXU6qqqigoKOCpp56ya//HP/7B3/72N1q1asXAgQPZv3+/w9iOHTsadySff/55EhMTeeaZZ5gwYQKtW7fmL3/5C5cuXWLx4sXf2fpbMoVLERERuS2OHDlCfX09AKtXr3Za06tXL4qKipg1a9Z3upYPP/wQDw8PIiIi7NoPHToEXP81oaVLlzodO3LkSCNchoSEsG7dOtasWcOGDRtwc3PjJz/5CQsWLKBXr17f6WdoqdyqqqqaPkcvIiIiLlVZWUlAQEBzL0PucC3570jPXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIyG1VVFTECy+8wPDhw4mKiiIuLo4VK1ZQXV3tUJuXl0dkZCRlZWUOfZcvXyY2NpZ169Y5nefcuXMsXLiQESNGMHDgQEaMGMGiRYuorKx0Wn/+/HkiIyM5fPgwADabjbVr1zJ27FiioqKIiYlh1qxZ5OfnO4ytr69n69atjBs3jsGDBxMXF8eaNWuw2Wzf5qu5K3g29wJERETk3lFaWkpiYiIeHh7Ex8fTvn17Tpw4wfbt28nNzSU9PR2TyWTUWywWOnfuTMeOHe2uY7PZmDNnDlar1ek8Fy9eJDExkcuXLzN69Gh+9KMfUVxczK5du8jJyWHjxo20a9fObozZbMbLy4vw8HAaGhpITk4mJyeHmJgYJkyYwMWLF9m5cydJSUmkpKQQGRlpjF26dCmZmZk8/PDDPPHEE5w6dYpNmzZRWFhIamoqbm5uLvwWWzaFSxEREbltli1bRm1tLRs2bCAkJASAMWPG0L17d5YvX86OHTuYNGmSUW82m4mKirK7RnFxMfPmzaO4uLjJef785z/zr3/9i9TUVAYOHGi0P/jgg8yZM4cNGzbw29/+1m6MxWIhIiKCVq1asW/fPnJycnjqqaeYPn26UTNq1CgmTJjA8uXL2bZtGwAnT54kMzOT0aNHM3fuXKM2ODiYNWvWsH//foYNG3YT39adSdviIiIiclvU1tZy7NgxwsPDjWDZaMSIEQAcPXrUaKusrKSoqIhBgwYZbRs3biQhIYHKykqefPLJJufKycmhY8eOdsES4KGHHsLHx8dunsa15ebmGnMdOnQIgLFjx9rVBQUF0bdvX0pKSqiqqgIgKysLgIkTJ9rVjh8/njZt2hj99wrduRQREWlB1r37SnMvoUlJI1++pfEeHh5kZGTQ0NDg0HfhwgWjppHZbMZkMtGnTx+j7dSpU8TGxjJ16lRKS0vZunWr07nS0tL4/PPPHdqvXr3K1atXcXe3v7+Wl5fH559/boTRGTNmEB8fT2BgYJNrbbxGfn4+vr6+dO7c2a6ubdu2hISEcPLkSadrvFspXIqIiLQgZyub3uq907m7uzs8O9loy5YtAPTr189os1gs9O/fn9atWxttCxcuNP5dWlra5FxBQUFO299++23q6+vp37+/XbvZbCY0NNQY5+fnh5+fn8P448ePk5+fT9euXfH19QXAarXSvn17p/MFBgZSUFBAdXU1Pj4+Ta73bqJtcREREWlWe/bsYffu3QQFBREXFwdAXV0dhw8fdnje8stB89s6fPgw6enpeHt7O2xhWywWh7m+ymq18vLL1+/eJiUlGe3V1dV2h5C+rG3btsD1O6b3CoVLERERaTZZWVksWrQIk8nEkiVL8PLyAuDYsWNcuXLlawPfN/Xhhx8ye/ZsvvjiCxYuXGh3Z7OsrIzS0tIbzlVeXs60adM4d+4cCQkJDBkyxOhzts3/1b6vbsPfzbQtLiIiIs0iPT2dtLQ0fHx8WLFiBWFhYUafxWKhS5cudOjQ4Zbn+etf/8prr72Gm5sbv//973nooYfs+i0WCz4+PvTu3dvp+IKCAmbPns2nn37KxIkTmTlzpl2/l5dXk++zbGy/V7bEQeFSRESkRflBQMjXF93h6urqWLx4MVlZWQQGBrJy5Uq6du1qV2M2m+1Oid+stWvX8uabb+Lj48OSJUuIiIhwqLFYLERGRuLp6RiL3n//febPn09NTQ0zZ84kISHBoSY4OJjz5887nd9qteLn50ebNm1u+bPcKRQuRUREWpBbPZHd0tXX1zNv3jyys7MJDQ0lJSXF4UR2RUUFJSUlJCcn39JcK1asICMjg/bt27Ny5UqH1x8B1NTUcOTIEadzZWdn89JLL+Hh4cHixYuJiYlxOk/Pnj0pLCykrKzM7sCSzWajuLiYAQMG3NLnuNPcOw8AiIiISLNLS0sjOzubHj16sG7dOqev+jGbzXh7exMeHn7T82RmZpKRkUGnTp1Yv36902AJ19+rWVNT4/A+zNOnT7NgwQI8PT1JTU1tMlgCPProowC89dZbdu0ZGRlcu3aNkSNH3vTnuBPpzqWIiIjcFhUVFWzevBk3Nzeio6M5cOCAQ42/v7/xSznOtqm/iatXr7J69WoAoqOjOXLkiEONyWQiOjoas9lMt27dHH4KctWqVdTU1DBo0CCsVit79+51uEZ0dDQmk4nevXsTGxtLZmYmly5dYsCAARQUFLBr1y4GDx5MdHT0TX2OO5XCpYiIiNwWR44cob6+HsAIf1/Vq1cvioqKmDVr1k3P89FHH3Hp0iXgf9+f+VUdOnQgOjqagwcPMnToULu+uro64xd8zGYzZrPZ6TV27dplvILoxRdfpFOnTrzzzjt88MEHBAYGMmXKFCZPnnxP/a44gFtVVVXT5+dFRETEpSorKwkICGjuZcgdriX/HemZSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLERERua2Kiop44YUXGD58OFFRUcTFxbFixQqqq6sdavPy8oiMjKSsrMyh7/Lly8TGxrJu3Tqn81y4cIHXXnuNuLg4Bg8ezJNPPsnOnTtpaGhwWn/+/HkiIyM5fPgwADabjbVr1zJ27FiioqKIiYlh1qxZ5OfnO4ytr69n69atjBs3jsGDBxMXF8eaNWuw2Wzf5qu5K3g29wJERETk3lFaWkpiYiIeHh7Ex8fTvn17Tpw4wfbt28nNzSU9PR2TyWTUWywWOnfuTMeOHe2uY7PZmDNnDlar1ek81dXVTJ06lYqKCuLj4+nUqRMHDx5kyZIlFBcX89vf/tZhjNlsxsvLi/DwcBoaGkhOTiYnJ4eYmBgmTJjAxYsX2blzJ0lJSaSkpBAZGWmMXbp0KZmZmTz88MM88cQTnDp1ik2bNlFYWEhqaipubm4u+gZbPoVLERERuW2WLVtGbW0tGzZsICQkBIAxY8bQvXt3li9fzo4dO5g0aZJRbzabiYqKsrtGcXEx8+bNo7i4uMl5tm7dSmlpKa+++irDhg0DYOzYscyePZudO3cyfvx4OnfubDfGYrEQERFBq1at2LdvHzk5OTz11FNMnz7dqBk1ahQTJkxg+fLlbNu2DYCTJ0+SmZnJ6NGjmTt3rlEbHBzMmjVr2L9/v7GGe4G2xUVEROS2qK2t5dixY4SHhxvBstGIESMAOHr0qNFWWVlJUVERgwYNMto2btxIQkIClZWVPPnkk03Ode3aNcLCwoiJibFrf/DBB2loaODUqVMOa8vNzTXmOnToEHA9kH5ZUFAQffv2paSkhKqqKgCysrIAmDhxol3t+PHjadOmjdF/r9CdSxERkRZk9+7dzb2EJsXFxd3SeA8PDzIyMpw+83jhwgWjppHZbMZkMtGnTx+j7dSpU8TGxjJ16lRKS0vZunWr07l+/etfO21vDJXBwcF27Xl5eXz++ecMHDgQgBkzZhAfH09gYGCTa3V3v36PLj8/H19fX4c7oW3btiUkJISTJ086XcvdSuFSRESkBWnqGcK7gbu7u8Ozk422bNkCQL9+/Yw2i8VC//79ad26tdG2cOFC49+lpaXfaN6rV69SVlbGnj17eOeddxgyZAg9evSwqzGbzYSGhhIUFASAn58ffn5+Dtc6fvw4+fn5dO3aFV9fX+D6/7P27ds7nTswMJCCggKqq6vx8fH5Ruu90ylcioiISLPas2cPu3fvJigoyLg7WldXx+HDhx3uQH45aH5Tf/7zn3n77bcB+MEPfsDzzz/vUGOxWBgyZMgNr2O1Wnn55ZcBSEpKMtqrq6sd7lo2atu2LXA94N4r4VLPXIqIiEizycrKYtGiRZhMJpYsWYKXlxcAx44d48qVKw6HeW7Gv//7v7Ns2TJ+9atf8dlnn5GQkEBBQYHRX1ZWRmlp6Q3nKi8vZ9q0aZw7d46EhAS7INrUq42+3Ne4hX4vuHc+qYiIiLQo6enpvPLKK5hMJlJTUwkLCzP6LBYLXbp0oUOHDrc8T0REBA899BCTJ09m9erV2Gw2/vjHP9rN5ePjQ+/evZ2OLygoIDExkbNnzzJx4kRmzpxp1+/l5dXk+ywb2++Vu5agbXEREZEWxdkBkrtNXV0dixcvJisri8DAQFauXEnXrl3tasxms90pcVf58Y9/TJcuXfjoo4+MNovFQmRkJJ6ejrHo/fffZ/78+dTU1DBz5kwSEhIcaoKDgzl//rzT+axWK35+frRp08Z1H6KFU7gUERFpQW71RHZLV19fz7x588jOziY0NJSUlBSHQF1RUUFJSQnJyck3NUdDQwOTJk2idevWbNiwwaH/ypUrRtirqanhyJEjTufKzs7mpZdewsPDg8WLFzu81qhRz549KSwspKyszO7Aks1mo7i4mAEDBtzU57hTaVtcREREbpu0tDSys7Pp0aMH69atc3qn1mw24+3tTXh4+E3N4ebmRkBAAPn5+Xz44Yd2ff/5n//JuXPniI6OBq6/V7OmpsZ4BVGj06dPs2DBAjw9PUlNTW0yWAI8+uijALz11lt27RkZGVy7do2RI0fe1Oe4U+nOpYiIiNwWFRUVbN68GTc3N6Kjozlw4IBDjb+/v/FLOc62qb+p559/nhMnTvB//s//YezYsXTq1ImTJ0/y7rvv8sMf/pBp06YB14Nst27daNeund34VatWUVNTw6BBg7Barezdu9dhjujoaEwmE7179yY2NpbMzEwuXbrEgAEDKCgoYNeuXQwePNgIsvcKhUsRERG5LY4cOUJ9fT0Aq1evdlrTq1cvioqKmDVr1i3N9cMf/pBNmzbx5z//maysLC5fvkxQUBBPPvkkU6ZMMQ7YHDx4kKFDh9qNraurM34pyGw2Yzabnc6xa9cu43fQX3zxRTp16sQ777zDBx98QGBgIFOmTGHy5Mn31O+KA7hVVVU1fX5eREREXKqyspKAgIDmXobc4Vry35GeuRQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQREZHbqqioiBdeeIHhw4cTFRVFXFwcK1asoLq62qE2Ly+PyMhIysrKHPouX75MbGws69at+0bzzps3j8jISMrLy532nz9/nsjISA4fPgyAzWZj7dq1jB07lqioKGJiYpg1axb5+fkOY+vr69m6dSvjxo1j8ODBxMXFsWbNGmw22zda293Es7kXICIiIveO0tJSEhMT8fDwID4+nvbt23PixAm2b99Obm4u6enpmEwmo95isdC5c2c6duxodx2bzcacOXOwWq3faN49e/bwt7/97YY1ZrMZLy8vwsPDaWhoIDk5mZycHGJiYpgwYQIXL15k586dJCUlkZKSQmRkpDF26dKlZGZm8vDDD/PEE09w6tQpNm3aRGFhIampqbi5uX2Lb+nOpnApIiIit82yZcuora1lw4YNhISEADBmzBi6d+/O8uXL2bFjB5MmTTLqzWYzUVFRdtcoLi5m3rx5FBcXf6M5y8vLef3112ndujXXrl1rss5isRAREUGrVq3Yt28fOTk5PPXUU0yfPt2oGTVqFBMmTGD58uVs27YNgJMnT5KZmcno0aOZO3euURscHMyaNWvYv38/w4YN+0ZrvRtoW1xERERui9raWo4dO0Z4eLgRLBuNGDECgKNHjxptlZWVFBUVMWjQIKNt48aNJCQkUFlZyZNPPvm1c9bX17NgwQI6derET3/60xuuLTc315jr0KFDAIwdO9auLigoiL59+1JSUkJVVRUAWVlZAEycONGudvz48bRp08bov1fozqWIiEgLsu3x/2juJTTpiV0Tv77oBjw8PMjIyKChocGh78KFC0ZNI7PZjMlkok+fPkbbqVOniI2NZerUqZSWlrJ169Ybzrlx40YKCwvZtGkTmzdvbrIuLy+Pzz//nIEDBwIwY8YM4uPjCQwMbHKt7u7X79Hl5+fj6+tL586d7eratm1LSEgIJ0+evOEa7zYKlyIiIi1IRd655l7Cd8bd3d3h2clGW7ZsAaBfv35Gm8VioX///rRu3dpoW7hwofHv0tLSG86Xn5/P+vXref7553nggQduWGs2mwkNDSUoKAgAPz8//Pz8HOqOHz9Ofn4+Xbt2xdfXFwCr1Ur79u2dXjcwMJCCggKqq6vx8fG54RruFtoWFxERkWa1Z88edu/eTVBQEHFxcQDU1dVx+PBhh+ctvxw0b+Tzzz9nwYIF9OvXj3Hjxn1tvcVicZjrq6xWKy+//DIASUlJRnt1dbXdIaQva9u2LQBXr179Ruu+G+jOpYiIiDSbrKwsXn31VUwmE0uWLMHLywuAY8eOceXKla8NfE1Zvnw5n332GWvXrv3ak9plZWWUlpbecK7y8nJmzJjBuXPnSEhIYMiQIUafs23+r/Y1bqHfC+6dTyoiIiItSnp6Oq+88gomk4nU1FTCwsKMPovFQpcuXejQocO3vu5//dd/8c477/Dss8/SunVrqqqqqKqqora2Frj+fszGwziNc/n4+NC7d2+n1ysoKCAxMZGzZ88yceJEZs6cadfv5eXV5PssG9vvlS1x0J1LERGRFqV9n28fpu40dXV1LF68mKysLAIDA1m5ciVdu3a1qzGbzXanxL+NDz74ALj+7smlS5c69De+6qjxRLjFYiEyMhJPT8dY9P777zN//nxqamqYOXMmCQkJDjXBwcGcP3/e6VqsVit+fn60adPmpj7LnUjhUkREpAW51RPZLV19fT3z5s0jOzub0NBQUlJSHE5kV1RUUFJSQnJy8k3NMWnSJB577DGH9s2bN5OTk8Mrr7yCv78/ADU1NRw5csTpXNnZ2bz00kt4eHiwePFiYmJinM7Xs2dPCgsLKSsrszuwZLPZKC4uZsCAATf1Oe5UCpciIiJy26SlpZGdnU2PHj344x//6HS72Gw24+3tTXh4+E3N8cADDzg9Hb53714AevfuTXBwMHD9vZo1NTXGK4ganT59mgULFuDp6UlKSordKfavevTRR9mxYwdvvfWW3UvUMzIyuHbtGiNHjrypz3GnUrgUERGR26KiooLNmzfj5uZGdHQ0Bw4ccKjx9/c3finH2Ta1q5nNZrp160a7du3s2letWkVNTQ2DBg3CarUawfTLoqOjMZlM9O7dm9jYWDIzM7l06RIDBgygoKCAXbt2MXjwYKKjo7/zz9GSKFyKiIjIbXHkyBHq6+sBWL16tdOaXr16UVRUxKxZs27Lmg4ePMjQoUPt2urq6oxfCjKbzZjNZqdjd+3aZbyC6MUXX6RTp0688847fPDBBwQGBjJlyhQmT558T/2uOIBbVVVV0+fnRURExKUqKysJCAho7mXIHa4l/x3pVUQiIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiInJbFRUV8cILLzB8+HCioqKIi4tjxYoVVFdXO9Tm5eURGRlJWVmZQ9/ly5eJjY1l3bp1TudJT08nMjLS6X/Oxpw/f57IyEgOHz4MgM1mY+3atYwdO5aoqChiYmKYNWsW+fn5DmPr6+vZunUr48aNY/DgwcTFxbFmzRpsNtu3/XrueJ7NvQARERG5d5SWlpKYmIiHhwfx8fG0b9+eEydOsH37dnJzc0lPT8dkMhn1FouFzp0707FjR7vr2Gw25syZg9VqbXKuoqIiTCYTL7zwgkNfaGioQ5vZbMbLy4vw8HAaGhpITk4mJyeHmJgYJkyYwMWLF9m5cydJSUmkpKQQGRlpjF26dCmZmZk8/PDDPPHEE5w6dYpNmzZRWFhIamoqbm5uN/N13ZEULkVEROS2WbZsGbW1tWzYsIGQkBAAxowZQ/fu3Vm+fDk7duxg0qRJRr3ZbCYqKsruGsXFxcybN4/i4uIbznX69GkeeOABHnvssW+0NovFQkREBK1atWLfvn3k5OTw1FNPMX36dKNm1KhRTJgwgeXLl7Nt2zYATp48SWZmJqNHj2bu3LlGbXBwMGvWrGH//v0MGzbsG63hbqBtcREREbktamtrOXbsGOHh4UawbDRixAgAjh49arRVVlZSVFTEoEGDjLaNGzeSkJBAZWUlTz75ZJNz2Ww2/vnPf/LAAw9847Xl5uYacx06dAiAsWPH2tUFBQXRt29fSkpKqKqqAiArKwuAiRMn2tWOHz+eNm3aGP33Ct25FBERaUGGZTW9zdvc/l9s4C2N9/DwICMjg4aGBoe+CxcuGDWNzGYzJpOJPn36GG2nTp0iNjaWqVOnUlpaytatW53OVVxczBdffGGE2JqaGjw8PPD0dB598vLy+Pzzzxk4cCAAM2bMID4+nsBAx8/cuFZ39+v36PLz8/H19aVz5852dW3btiUkJISTJ086/0LuUgqXIiIiLcjhytrmXsJ3xt3d3eHZyUZbtmwBoF+/fkabxWKhf//+tG7d2mhbuHCh8e/S0tIm5zp9+jRwPYyOGzeO0tJS3N3dCQ8P5/nnn+fHP/6xXb3ZbCY0NJSgoCAA/Pz88PPzc7ju8ePHyc/Pp2vXrvj6+gJgtVpp376903UEBgZSUFBAdXU1Pj4+Ta73bqJtcREREWlWe/bsYffu3QQFBREXFwdAXV0dhw8fdnje8stB80Yaw+WxY8cYO3Ysr7/+OomJiRQWFvLMM89QUFBgV2+xWBzm+iqr1crLL78MQFJSktFeXV1tdwjpy9q2bQvA1atXv9G67wa6cykiIiLNJisri1dffRWTycSSJUvw8vICrofCK1eufG3ga8qAAQPw9vbmySefNO5APvTQQ0RFRZGYmMiKFStYv349AGVlZZSWlt5wrvLycmbMmMG5c+dISEhgyJAhRp+zbf6v9jVuod8LFC5FRESkWaSnp5OWloaPjw8rVqwgLCzM6LNYLHTp0oUOHTrc1LUHDx7M4MGDHdrDwsLo1asXx48f58qVK3h7e2OxWPDx8aF3795Or1VQUMDs2bP59NNPmThxIjNnzrTr9/LyavJ9lo3t98qWOChcioiItCgRAa2aewnfubq6OhYvXkxWVhaBgYGsXLmSrl272tWYzWa7U+Ku5O/vT0NDA1evXjXCZWRkpNPDPu+//z7z58+npqaGmTNnkpCQ4FATHBzM+fPnnc5ltVrx8/OjTZs2Lv8cLZXCpYiISAtyqyeyW7r6+nrmzZtHdnY2oaGhpKSkOJzIrqiooKSkhOTk5Juao6Ghgaeffhq4/uqiryopKcHb25vvf//71NTUcOTIEadzZWdn89JLL+Hh4cHixYuJiYlxOl/Pnj0pLCykrKzM7sCSzWajuLiYAQMG3NTnuFPdOw8AiIiISLNLS0sjOzubHj16sG7dOqev+jGbzXh7exMeHn5Tc7i5uXHfffdRUFDA+++/b9f37rvvUlJSwmOPPYaHhwdHjx6lpqbGeAVRo9OnT7NgwQI8PT1JTU1tMlgCPProowC89dZbdu0ZGRlcu3aNkSNH3tTnuFPpzqWIiIjcFhUVFWzevBk3Nzeio6M5cOCAQ42/v7/xSzlNvZPym3juuefIz89n3rx5jB49mh/96EecPHmSd999lwceeIBp06YB14Nst27daNeund34VatWUVNTw6BBg7Barezdu9dhjujoaEwmE7179yY2NpbMzEwuXbrEgAEDKCgoYNeuXQwePJjo6Oib/hx3IoVLERERuS2OHDlCfX09AKtXr3Za06tXL4qKipg1a9YtzfXAAw+wadMm0tLS2LdvH5cvXyYgIIAnn3ySp59+mu9973sAHDx4kKFDh9qNraurM34pyGw2Yzabnc6xa9cu4xVEL774Ip06deKdd97hgw8+IDAwkClTpjB58uR76nfFAdyqqqqaPj8vIiIiLlVZWUlAQEBzL0PucC3570jPXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIyG1VVFTECy+8wPDhw4mKiiIuLo4VK1ZQXV3tUJuXl0dkZCRlZWUOfZcvXyY2NpZ169Y1Odd//ud/MmXKFB566CEeffRRfvvb31JaWuq09vz580RGRnL48GEAbDYba9euZezYsURFRRETE8OsWbPIz893GFtfX8/WrVsZN24cgwcPJi4ujjVr1mCz2b7p13LXULgUERGR26a0tJTExEQOHTrE448/zpw5c+jbty/bt28nKSmJq1ev2tVbLBY6d+5Mx44d7dptNhtz5szBarU2OVdaWhovv/wyrVq1YubMmTz++OMcPnyYxMREysvLHerNZjNeXl6Eh4fT0NBAcnIyb775Jt26deM3v/kN48eP56OPPiIpKYlDhw7ZjV26dCkpKSk88MADPP/88zz44INs2rSJ3/72tzQ0NNzCN3bn8WzuBYiIiMi9Y9myZdTW1rJhwwZCQkIAGDNmDN27d2f58uXs2LGDSZMmGfVms5moqCi7axQXFzNv3jyKi4ubnKewsJA333yTwYMHs3TpUjw8PACIjIzk2WefZdOmTcydO9dujMViISIiglatWrFv3z5ycnJ46qmnmD59ulEzatQoJkyYwPLly9m2bRsAJ0+eJDMzk9GjR9tdMzg4mDVr1rB//36GDRt2k9/YnUd3LkVEROS2qK2t5dixY4SHhxvBstGIESMAOHr0qNFWWVlJUVERgwYNMto2btxIQkIClZWVPPnkk03OlZmZyRdffMHs2bONYAnQt29fkpKS6NGjh8PacnNzjbka70yOHTvWri4oKIi+fftSUlJCVVUVAFlZWQBMnDjRrnb8+PG0adPG6L9X6M6liIhIC2J6ZfrXFzWTqy+vuaXxHh4eZGRkON0mvnDhglHTyGw2YzKZ6NOnj9F26tQpYmNjmTp1KqWlpWzdutXpXLm5uYSEhBAcHAxcD49ffPEFbdq04Ze//KVDfV5eHp9//jkDBw4EYMaMGcTHxxMYGNjkWt3dr9+jy8/Px9fXl86dO9vVtW3blpCQEE6ePNn0l3IXUrgUERFpQTyKC5p7Cd8Zd3d3h2cnG23ZsgWAfv36GW0Wi4X+/fvTunVro23hwoXGv5s6mFNbW0tZWRmDBg3i6NGj/OlPfzICXs+ePXn++efp1auX3Riz2UxoaChBQUEA+Pn54efn53Dt48ePk5+fT9euXfH19QXAarXSvn17p2sJDAykoKCA6upqfHx8nNbcbbQtLiIiIs1qz5497N69m6CgIOLi4gCoq6vj8OHDDs9bfjloNqW6upovvviCTz75hJkzZ/KTn/yE1157jRkzZlBaWsq0adMc7iZaLBaHub7KarXy8ssvA5CUlGQ3n8lkcjqmbdu2AA4Hle5munMpIiIizSYrK4tXX30Vk8nEkiVL8PLyAuDYsWNcuXLlawOfM9euXQPg7NmzPPfcc3bPQkZERPDUU0+RkpLCG2+8AUBZWRmlpaU3nKu8vJwZM2Zw7tw5EhISGDJkiNF3o9PgjX2NW+j3AoVLERERaRbp6emkpaXh4+PDihUrCAsLM/osFgtdunShQ4cO3/q6jXcRPTw8iI+Pt+v78Y9/TK9evTh+/DhXr17FZDJhsVjw8fGhd+/eTq9XUFDA7Nmz+fTTT5k4cSIzZ8606/fy8mryfZaN7ffKljgoXIqIiLQo9SFhX190h6urq2Px4sVkZWURGBjIypUr6dq1q12N2Wy2OyX+bXzve9/D29sbT09P2rRp49B///3309DQwJUrV4xwGRkZiaenYyx6//33mT9/PjU1NcycOZOEhASHmuDgYM6fP+90LVarFT8/P6fruFspXIqIiLQgt3oiu6Wrr69n3rx5ZGdnExoaSkpKisOJ7IqKCkpKSkhOTr6pOdzc3AgLCyM3Nxer1epw/X/+85+YTCb8/f2pqanhyJEjTufKzs7mpZdewsPDg8WLFxMTE+N0vp49e1JYWEhZWZndgSWbzUZxcTEDBgy4qc9xp7p3HgAQERGRZpeWlkZ2djY9evRg3bp1Tl/1Yzab8fb2Jjw8/Kbn+dnPfkZDQwNpaWl27QcPHuTUqVPExMTg7u7O0aNHqampMV5B1Oj06dMsWLAAT09PUlNTmwyWAI8++igAb731ll17RkYG165dY+TIkTf9Oe5EunMpIiIit0VFRQWbN2/Gzc2N6OhoDhw44FDj7+9v/FKOs23qb+rRRx/lvffe45133uHTTz/loYce4p///Cd/+ctfCAgIMH51x2w2061bN9q1a2c3ftWqVdTU1DBo0CCsVit79+51mCM6OhqTyUTv3r2JjY0lMzOTS5cuMWDAAAoKCti1axeDBw8mOjr6pj/HnUjhUkRERG6LI0eOUF9fD8Dq1aud1vTq1YuioiJmzZp1y/O9+uqrbN++nd27d7NixQp8fHwYNmwY06ZNM8LkwYMHGTp0qN24uro645eCzGYzZrPZ6fV37dplHB568cUX6dSpE++88w4ffPABgYGBTJkyhcmTJ+Pm5nbLn+VO4lZVVXVv/Zq6iIhIM6qsrCQgIKC5lyF3uJb8d6RnLkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGU8m3sBIiIicm8pKipi/fr1HD16lOrqagICAhgyZAhJSUn4+PjY1ebl5TF16lQyMzPp2LGjXd/ly5eZMGECo0aNIikpya4vMjLya9dx6NAhu3+fP3+en/3sZ6xevZqIiAhsNhtvvvkm+/fv59y5c5hMJnr37k1iYiI9e/a0G1tfX8+2bdvYtWsX586dw9/fn0ceeYQpU6bQtm3bb/P13PEULkVEROS2KS0tJTExEQ8PD+Lj42nfvj0nTpxg+/bt5Obmkp6ejslkMuotFgudO3d2CJY2m405c+ZgtVqdzrNw4UKn7R9++CF79+7lpz/9qUOf2WzGy8uL8PBwGhoaSE5OJicnh5iYGCZMmMDFixfZuXMnSUlJpKSk2AXYpUuXkpmZycMPP8wTTzzBqVOn2LRpE4WFhaSmpuLm5nYzX9cdSeFSREREbptly5ZRW1vLhg0bCAkJAWDMmDF0796d5cuXs2PHDiZNmmTUm81moqKi7K5RXFzMvHnzKC4ubnKexx57zKHt/PnzrFixgs6dO/Pyyy879FssFiIiImjVqhX79u0jJyeHp556iunTpxs1o0aNYsKECSxfvpxt27YBcPLkSTIzMxk9ejRz5841aoODg1mzZg379+9n2LBh3/AbuvPpmUsRERG5LWprazl27Bjh4eFGsGw0YsQIAI4ePWq0VVZWUlRUxKBBg4y2jRs3kpCQQGVlJU8++eS3mn/p0qV89tlnvPjii3h7ezusLTc315ircct87NixdnVBQUH07duXkpISqqqqAMjKygJg4sSJdrXjx4+nTZs2Rv+9QncuRUREWpCruc839xKaZOqfckvjPTw8yMjIoKGhwaHvwoULRk0js9mMyWSiT58+RtupU6eIjY1l6tSplJaWsnXr1m8096FDhzhw4ACPPfYYffv2dejPy8vj888/Z+DAgQDMmDGD+Ph4AgMDm1yru/v1e3T5+fn4+vrSuXNnu7q2bdsSEhLCyZMnv9Ea7xYKlyIiIi3IF5cKm3sJ3xl3d3eHZycbbdmyBYB+/foZbRaLhf79+9O6dWujbeHChca/S0tLv/Hca9aswdPTk2nTpjntN5vNhIaGEhQUBICfnx9+fn4OdcePHyc/P5+uXbvi6+sLgNVqpX379k6vGxgYSEFBAdXV1Q6Hle5W2hYXERGRZrVnzx52795NUFAQcXFxANTV1XH48GGH5y2/HDS/qePHj1NQUMBjjz3WZAi0WCwOc32V1Wo1ntX88un06upqu0NIX9Z4Uvzq1avfet13KoVLERERaTZZWVksWrQIk8nEkiVL8PLyAuDYsWNcuXLlawPfN/GXv/wFgISEBKf9ZWVllJaW3nCu8vJypk2bxrlz50hISGDIkCFGn7Nt/q/2NW6h3wu0LS4iIiLNIj09nbS0NHx8fFixYgVhYWFGn8VioUuXLnTo0OGW5qitrcVsNvOTn/yELl26OK2xWCz4+PjQu3dvp/0FBQXMnj2bTz/9lIkTJzJz5ky7fi8vL2w2m9Oxje33ypY4KFyKiIi0KO6+3Zt7Cd+5uro6Fi9eTFZWFoGBgaxcuZKuXbva1ZjNZrtT4jcrNzeXK1euMHz48CZrLBYLkZGReHo6xqL333+f+fPnU1NTw8yZM53e/QwODub8+fNOr221WvHz86NNmzY3/yHuMAqXIiIiLcitnshu6err65k3bx7Z2dmEhoaSkpLicCK7oqKCkpISkpOTb3m+vLw8AAYMGOC0v6amhiNHjjidKzs7m5deegkPDw8WL15MTEyM02v07NmTwsJCysrK7A4s2Ww2iouLm5z7bnXvPAAgIiIizS4tLY3s7Gx69OjBunXrnL7qx2w24+3tTXh4+C3P99FHH2EymZrcEj969Cg1NTXGK4ganT59mgULFuDp6UlqamqTwRLg0UcfBeCtt96ya8/IyODatWuMHDnyFj/FnUV3LkVEROS2qKioYPPmzbi5uREdHc2BAwccavz9/Y1fynG2Tf1tlZaWEhQU1OSBGrPZTLdu3WjXrp1d+6pVq6ipqWHQoEFYrVb27t3rMDY6Otr4vfHY2FgyMzO5dOkSAwYMoKCggF27djF48GCio6Nv+XPcSRQuRURE5LY4cuQI9fX1AKxevdppTa9evSgqKmLWrFkumfPixYsOz3N+2cGDBxk6dKhdW11dnfFLQWazGbPZ7HTsrl27jFcQvfjii3Tq1Il33nmHDz74gMDAQKZMmcLkyZPvqd8VB3Crqqpq+vy8iIiIuFRlZSUBAQHNvQy5w7XkvyM9cykiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIrdVUVERL7zwAsOHDycqKoq4uDhWrFhBdXW1Q21eXh6RkZGUlZU59F2+fJnY2FjWrVvndJ5//etfLFq0iMcee4yoqCgef/xx/vznP3Pt2jWn9efPnycyMpLDhw8DYLPZWLt2LWPHjiUqKoqYmBhmzZpFfn6+w9j6+nq2bt3KuHHjGDx4MHFxcaxZswabzfZtvpq7gmdzL0BERETuHaWlpSQmJuLh4UF8fDzt27fnxIkTbN++ndzcXNLT0zGZTEa9xWKhc+fOdOzY0e46NpuNOXPmYLVanc5TXV3NL3/5S86fP8+oUaPo1q0bubm5bNiwgY8++ojU1FSHMWazGS8vL8LDw2loaCA5OZmcnBxiYmKYMGECFy9eZOfOnSQlJZGSkkJkZKQxdunSpWRmZvLwww/zxBNPcOrUKTZt2kRhYSGpqam4ubm56Bts+RQuRURE5LZZtmwZtbW1bNiwgZCQEADGjBlD9+7dWb58OTt27GDSpElGvdlsJioqyu4axcXFzJs3j+Li4ibn2b17N+Xl5fzqV79i8uTJAIwdO5ZFixbxzjvvcPDgQQYOHGg3xmKxEBERQatWrdi3bx85OTk89dRTTJ8+3agZNWoUEyZMYPny5Wzbtg2AkydPkpmZyejRo5k7d65RGxwczJo1a9i/fz/Dhg27yW/szqNtcREREbktamtrOXbsGOHh4UawbDRixAgAjh49arRVVlZSVFTEoEGDjLaNGzeSkJBAZWUlTz75ZJNznTlzBoB///d/t2uPjo4G4OOPP3ZYW25urjHXoUOHgOuB9MuCgoLo27cvJSUlVFVVAZCVlQXAxIkT7WrHjx9PmzZtjP57he5cioiItCDr3n2luZfQpKSRL9/SeA8PDzIyMmhoaHDou3DhglHTyGw2YzKZ6NOnj9F26tQpYmNjmTp1KqWlpWzdutXpXD/84Q8B+J//+R+7IFtaWgpAQECAXX1eXh6ff/65cTdzxowZxMfHExgY2ORa3d2v36PLz8/H19eXzp0729W1bduWkJAQTp486XSNdyuFSxERkRbkbGXTW713Ond3d4dnJxtt2bIFgH79+hltFouF/v3707p1a6Nt4cKFxr8bg6Izjz/+ONnZ2aSkpNCmTRu6du3K8ePHSU9PJyQkhIcfftiu3mw2ExoaSlBQEAB+fn74+fk5XPf48ePk5+fTtWtXfH19AbBarbRv397pOgIDAykoKKC6uhofH58m13s30ba4iIiINKs9e/awe/dugoKCiIuLA6Curo7Dhw87PG/55aB5I15eXkybNo2GhgbmzJlDXFwcL7/8Mvfffz9//OMfadu2rV29xWJxmOurrFYrL798/e5tUlKS0V5dXW13COnLGue5evXqN1r33UDhUkRERJpNVlYWixYtwmQysWTJEry8vAA4duwYV65c+drA15T//M//5Fe/+hUNDQ0899xzvP766/zyl7+ksrKSpKQkzp8/b9SWlZVRWlp6w7nKy8uZNm0a586dIyEhgSFDhhh9zrb5v9rXuIV+L9C2uIiIiDSL9PR00tLS8PHxYcWKFYSFhRl9FouFLl260KFDh5u69p/+9CfatGnD+vXrja34IUOG0L9/f6ZNm8bKlSt57bXXjLl8fHzo3bu302sVFBQwe/ZsPv30UyZOnMjMmTPt+r28vJp8n2Vj+72yJQ4KlyIiIi3KDwJCvr7oDldXV8fixYvJysoiMDCQlStX0rVrV7sas9lsd0r826iqqsJqtTJo0CCHZzz79u3LD3/4Q+NF6XA9XEZGRuLp6RiL3n//febPn09NTQ0zZ84kISHBoSY4ONjuTuiXWa1W/Pz8aNOmzU19ljuRwqWIiEgLcqsnslu6+vp65s2bR3Z2NqGhoaSkpDicyK6oqKCkpITk5OSbmsPT0xM3Nze++OKLJtfQuF1dU1PDkSNHnM6VnZ3NSy+9hIeHB4sXLyYmJsbp9Xr27ElhYSFlZWV2YdZms1FcXMyAAQNu6nPcqe6dBwBERESk2aWlpZGdnU2PHj1Yt26d01f9mM1mvL29CQ8Pv6k5fHx8+Ld/+zcOHz7M6dOn7foOHjzI2bNnefDBB4Hr79WsqalxeKH66dOnWbBgAZ6enqSmpjYZLAEeffRRAN566y279oyMDK5du8bIkSNv6nPcqXTnUkRERG6LiooKNm/ejJubG9HR0Rw4cMChxt/f3/ilHGfb1N/Ub3/7W5KSkkhKSmLs2LF06tSJ06dPs2vXLu6//37juUmz2Uy3bt1o166d3fhVq1ZRU1PDoEGDsFqt7N2712GO6OhoTCYTvXv3JjY2lszMTC5dusSAAQMoKChg165dDB482Hhx+71C4VJERERuiyNHjlBfXw/A6tWrndb06tWLoqIiZs2adUtzhYaG8tZbb/HGG2+QlZXFZ599xv3338/IkSN55plnjJeoHzx4kKFDh9qNraurM34pyGw2Yzabnc6xa9cu4xVEL774Ip06deKdd97hgw8+IDAwkClTpjB58uR76nfFAdyqqqqaPj8vIiIiLlVZWenw6zAi31ZL/jvSM5ciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiInJbFRUV8cILLzB8+HCioqKIi4tjxYoVVFdXO9Tm5eURGRlJWVmZQ9/ly5eJjY1l3bp1TuepqKhgwYIFDB8+nCFDhvDUU0+xd+/eJtd1/vx5IiMjOXz4MAA2m421a9cyduxYoqKiiImJYdasWeTn5zuMra+vZ+vWrYwbN47BgwcTFxfHmjVrsNls3/RruWt4NvcCRERE5N5RWlpKYmIiHh4exMfH0759e06cOMH27dvJzc0lPT0dk8lk1FssFjp37kzHjh3trmOz2ZgzZw5Wq9XpPOfOnePpp5/m4sWLjBw5krCwMI4ePcqCBQsoLCxk1qxZDmPMZjNeXl6Eh4fT0NBAcnIyOTk5xMTEMGHCBC5evMjOnTtJSkoiJSWFyMhIY+zSpUvJzMzk4Ycf5oknnuDUqVNs2rSJwsJCUlNTcXNzc9E32PIpXIqIiMhts2zZMmpra9mwYQMhISEAjBkzhu7du7N8+XJ27NjBpEmTjHqz2UxUVJTdNYqLi5k3bx7FxcVNzpOamsqFCxd44YUXGDNmDIARZrds2cKQIUPo27ev3RiLxUJERAStWrVi37595OTk8NRTTzF9+nSjZtSoUUyYMIHly5ezbds2AE6ePElmZiajR49m7ty5Rm1wcDBr1qxh//79DBs27Ca/sTuPtsVFRETktqitreXYsWOEh4cbwbLRiBEjADh69KjRVllZSVFREYMGDTLaNm7cSEJCApWVlTz55JNNzmM2m/nBD37A6NGj7fqefvppADIzMx3G5ObmGnMdOnQIgLFjx9rVBQUF0bdvX0pKSqiqqgIgKysLgIkTJ9rVjh8/njZt2hj99wrduRQREWlBdu/e3dxLaFJcXNwtjffw8CAjI4OGhgaHvgsXLhg1jcxmMyaTiT59+hhtp06dIjY2lqlTp1JaWsrWrVsdrlVVVUVNTQ2hoaEO29Hf+973+P73v09BQYFde15eHp9//jkDBw4EYMaMGcTHxxMYGNjkWt3dr9+jy8/Px9fXl86dO9vVtW3blpCQEE6ePNn0l3IXUrgUERFpQZp6hvBu4O7u7vDsZKMtW7YA0K9fP6PNYrHQv39/WrdubbQtXLjQ+HdpaanTazU+s3nlyhWHvvr6ei5fvuxw0MZsNhMaGkpQUBAAfn5++Pn5OYw/fvw4+fn5dO3aFV9fX+D6/7P27ds7XUtgYCAFBQVUV1fj4+PjtOZuo21xERERaVZ79uxh9+7dBAUFGXdH6+rqOHz4sMPzll8Omk3x8fEhJCSE48ePc+7cObu+9957j7q6OmpqauzaLRaLw1xfZbVaefnllwFISkoy2qurq+0OIX1Z27ZtAbh69erXrvtuoXApIiIizSYrK4tFixZhMplYsmQJXl5eABw7dowrV658beBrSlJSEjU1NTz33HMcPHiQ8vJy9uzZwx/+8Ad8fX3x9PzfzduysjJKS0tvOFd5eTnTpk3j3LlzJCQkMGTIEKPP2Tb/V/sat9DvBdoWFxERkWaRnp5OWloaPj4+rFixgrCwMKPPYrHQpUsXOnTocFPX/ulPf8r8+fNJSUnhueeeA+C+++7jueee429/+5vdSXOLxYKPjw+9e/d2eq2CggJmz57Np59+ysSJE5k5c6Zdv5eXV5Pvs2xsv1e2xEHhUkREpEVxdoDkblNXV8fixYvJysoiMDCQlStX0rVrV7sas9lsd0r8ZvzsZz9j+PDhnD59Gnd3d0JDQ2ndujVvvPEGnTp1MuosFguRkZF2dzMbvf/++8yfP5+amhpmzpxJQkKCQ01wcDDnz593ugar1Yqfnx9t2rS5pc9yJ1G4FBERaUFu9UR2S1dfX8+8efPIzs4mNDSUlJQUh0BdUVFBSUkJycnJNz2P2Wzm0qVLPPbYY/Ts2dNo/5//+R8qKioYOXIkADU1NRw5csTpXNnZ2bz00kt4eHiwePFiYmJinM7Vs2dPCgsLKSsrszuwZLPZKC4uZsCAATf9Oe5E984DACIiItLs0tLSyM7OpkePHqxbt87pnVqz2Yy3tzfh4eE3Pc//+3//j4ULF3LmzBmjrba2llWrVtGmTRvj/ZVHjx6lpqbGeAVRo9OnT7NgwQI8PT1JTU1tMlgCPProowC89dZbdu0ZGRlcu3bNCLL3Ct25FBERkduioqKCzZs34+bmRnR0NAcOHHCo8ff3N34px9k29Tc1adIk/uu//osZM2bw85//nLZt27J3717y8/N56aWXaNeuHXA9yHbr1s34d6NVq1ZRU1PDoEGDsFqtTn+TPDo6GpPJRO/evYmNjSUzM5NLly4xYMAACgoK2LVrF4MHDyY6OvqmP8edSOFSREREbosjR45QX18PwOrVq53W9OrVi6KiIqe//f1thISEsHbtWtLS0ti0aRNffPEF3bp1Y9WqVTz44ING3cGDBxk6dKjd2Lq6OuOXgsxmM2az2ekcu3btMl5B9OKLL9KpUyfeeecdPvjgAwIDA5kyZQqTJ0++p35XHMCtqqqq6fPzIiIi4lKVlZUEBAQ09zLkDteS/470zKWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIxncy9ARERE7i1FRUWsX7+eo0ePUl1dTUBAAEOGDCEpKQkfHx+72ry8PKZOnUpmZiYdO3akqqqKN954g//+7/+msrISHx8f+vXrx9SpU/nRj35kN9Zms7Fp0yb27dtHZWUlQUFBPP7440yYMAEPDw+HdZ0/f56f/exnrF69moiICGw2G2+++Sb79+/n3LlzmEwmevfuTWJiIj179rQbW19fz7Zt29i1axfnzp3D39+fRx55hClTptC2bVuXf4ctmcKliIiI3DalpaUkJibi4eFBfHw87du358SJE2zfvp3c3FzS09MxmUxGvcVioXPnznTs2JGamhqmTZtGSUkJsbGxhIWFUV5ezs6dO/nwww9Zv349ISEhAHzxxRe88MILHDx4kJ/97Gf06NGDnJwcVq1axZkzZ3jxxRcd1mY2m/Hy8iI8PJyGhgaSk5PJyckhJiaGCRMmcPHiRXbu3ElSUhIpKSlERkYaY5cuXUpmZiYPP/wwTzzxBKdOnWLTpk0UFhaSmpqKm5vbd//lthAKlyIiInLbLFu2jNraWjZs2GAEwTFjxtC9e3eWL1/Ojh07mDRpklFvNpuJiooC4O2336a4uJi5c+cyevRoo2bo0KE8/fTT/OlPf2LlypUA/P3vf8disfCrX/2KyZMnAzB69Gj+8Ic/kJmZyahRoxzuPlosFiIiImjVqhX79u0jJyeHp556iunTpxs1o0aNYsKECSxfvpxt27YBcPLkSTIzMxk9ejRz5841aoODg1mzZg379+9n2LBhrvwaWzQ9cykiIiK3RW1tLceOHSM8PNwIlo1GjBgBwNGjR422yspKioqKGDRoEAA5OTm0atWKUaNG2Y3t3r07DzzwgN3Yd999l1atWjFu3Di72l/84hcAZGVlOawtNzfXmOvQoUMAjB071q4uKCiIvn37UlJSQlVVld21Jk6caFc7fvx42rRp4zDX3U53LkVERFqQbY//R3MvoUlP7Jr49UU34OHhQUZGBg0NDQ59Fy5cMGoamc1mTCYTffr0AWDRokVcuHDB4XnJhoYGLl68iLv7/94zy8/PJyQkxG6LHaBjx458//vf5+TJk3bteXl5fP755wwcOBCAGTNmEB8fT2BgYJNrbZwvPz8fX19fOnfubFfXtm1bQkJCHOa62ylcioiItCAVeeeaewnfGXd3dzp27Oi0b8uWLQD069fPaLNYLPTv35/WrVsD0K5dO9q1a+cwdt++ffzrX//ioYceAq4f5Ll06ZIRSr8qMDCQ8vJyuzaz2UxoaChBQUEA+Pn54efn5zD2+PHj5Ofn07VrV3x9fQGwWq20b9++ybkKCgqorq52OKx0t9K2uIiIiDSrPXv2sHv3boKCgoiLiwOgrq6Ow4cPG89bNqW4uJjXX38dDw8PEhMTAaiurgbAy8vL6Zi2bdty9epVuzaLxfK1c1mtVl5++WUAkpKSjPbq6mqHO6RfngtwmO9upnApIiIizSYrK4tFixZhMplYsmSJEQiPHTvGlStXbhj4Tp06xfTp07l8+TKzZ8/mJz/5CYCx7e5s+72x/ctb62VlZZSWlt5wrvLycqZNm8a5c+dISEhgyJAhdtdrSmPfl7fs73b3zicVERGRFiU9PZ1XXnkFk8lEamoqYWFhRp/FYqFLly506NDB6Viz2cyzzz5LVVUVs2fPJj4+3uhrDKg2m83pWJvNhre3t91cPj4+9O7d22l9QUEBiYmJnD17lokTJzJz5ky7fi8vrxvOBdwzW+KgZy5FRERalPZ9nIepu0ldXR2LFy8mKyuLwMBAVq5cSdeuXe1qzGazcXL7q3bu3MmyZctwd3fnlVde4ZFHHrHr9/b2xs/PD6vV6nS81Wq1C60Wi4XIyEg8PR1j0fvvv8/8+fOpqalh5syZJCQkONQEBwdz/vz5Jufy8/OjTZs2TvvvRgqXIiIiLcitnshu6err65k3bx7Z2dmEhoaSkpLicCK7oqKCkpISkpOTHca//fbbrFy5El9fX5YuXUrfvn2dztOjRw9yc3Ox2Wx2v5BTVlZGVVWVEUhramo4cuSI07mys7N56aWX8PDwYPHixcTExDidq2fPnhQWFlJWVmZ3YMlms1FcXMyAAQO+/ou5i2hbXERERG6btLQ0srOz6dGjB+vWrXP6qh+z2Yy3tzfh4eF27QcPHiQlJYX77ruPtLS0JoMlwKOPPkpNTY3xovNGb731FgCxsbHA9fdq1tTUGK8ganT69GkWLFiAp6cnqampTQbLxrm+fO1GGRkZXLt2jZEjRzY59m6kO5ciIiJyW1RUVLB582bc3NyIjo7mwIEDDjX+/v7GL+V8dZt6xYoVNDQ0MHjwYD7++GM+/vhjh/GPPfYYAMOHD2f37t2sWbOG8vJywsLC+PDDD/n73//Oz3/+c3784x8D14Nst27dHF5xtGrVKmpqahg0aBBWq5W9e/c6zBUdHW383nhsbCyZmZlcunSJAQMGUFBQwK5duxg8eDDR0dE3+5XdkdyqqqqaPuIkIiIiLlVZWUlAQEBzL6NZvPvuuyxcuPCGNb169aKoqIhZs2bx+OOPG+0VFRUOv8zjTOMv68D11/+88cYb/O1vf6Oqqorg4GBGjx7NE088YZzeHjt2LEOHDmXatGnGuLq6OoYMGUJtbe0N59q1axfBwcHGmLfeeot33nkHq9VKYGAgjz76KJMnT7bblneVlvx3pHApIiJyG7XkUCB3jpb8d6RnLkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVEROS2Kioq4oUXXmD48OFERUURFxfHihUrqK6udqjNy8sjMjKSsrIyAKqqqnj99deJi4sjKiqK4cOHM3fuXD755JMbzlleXs6QIUPIyspqsub8+fNERkZy+PBhAGw2G2vXrmXs2LFERUURExPDrFmzyM/PdxhbX1/P1q1bGTduHIMHDyYuLo41a9Zgs9m+xTdzd/Bs7gWIiIjIvaO0tJTExEQ8PDyIj4+nffv2nDhxgu3bt5Obm0t6ejomk8mot1gsdO7cmY4dO1JTU8O0adMoKSkhNjaWsLAwysvL2blzJx9++CHr168nJCTEYc4LFy4wa9Ysrl69esO1mc1mvLy8CA8Pp6GhgeTkZHJycoiJiWHChAlcvHiRnTt3kpSUREpKCpGRkcbYpUuXkpmZycMPP8wTTzzBqVOn2LRpE4WFhaSmpuLm5ua6L7GFU7gUERGR22bZsmXU1tayYcMGIwiOGTOG7t27s3z5cnbs2MGkSZOMerPZTFRUFABvv/02xcXFzJ07l9GjRxs1Q4cO5emnn+ZPf/oTK1eutJsvLy+Pl19+mfPnz3/t2iwWCxEREbRq1Yp9+/aRk5PDU089xfTp042aUaNGMWHCBJYvX862bdsAOHnyJJmZmYwePZq5c+catcHBwaxZs4b9+/czbNiwm/i27kzaFhcREZHbora2lmPHjhEeHu5wh3HEiBEAHD161GirrKykqKiIQYMGAZCTk0OrVq0YNWqU3dju3bvzwAMP2I2F63cTp06dSkNDg10YbWptubm5xlyHDh0CYOzYsXZ1QUFB9O3bl5KSEqqqqgCMrfaJEyfa1Y4fP542bdrccCv+bqQ7lyIiIi3IsCxrcy+hSf8vNvCWxnt4eJCRkUFDQ4ND34ULF4yaRmazGZPJRJ8+fQBYtGgRFy5csKsBaGho4OLFi7i7298zO336NAkJCUyZMoX33nuPzMzMJteWl5fH559/zsCBAwGYMWMG8fHxBAY6fubGtTbOl5+fj6+vL507d7ara9u2LSEhIZw8ebLJee9GCpciIiItyOHK2uZewnfG3d2djh07Ou3bsmULAP369TPaLBYL/fv3p3Xr1gC0a9eOdu3aOYzdt28f//rXv3jooYfs2levXm2M/Tpms5nQ0FCCgoIA8PPzw8/Pz6Hu+PHj5Ofn07VrV3x9fQGwWq20b9/e6XUDAwMpKCiguroaHx+fb7SWO522xUVERKRZ7dmzh927dxMUFERcXBwAdXV1HD582HjesinFxcW8/vrreHh4kJiYaNf3TYMlXA+yXzeX1Wrl5ZdfBiApKclor66utjuE9GVt27YF+NrDRHcThUsRERFpNllZWSxatAiTycSSJUvw8vIC4NixY1y5cuWGge/UqVNMnz6dy5cvM3v2bH7yk5/c1BrKysooLS294Vzl5eVMmzaNc+fOkZCQwJAhQ4w+Z9v8X+376pb93eze+aQiIiLSoqSnp/PKK69gMplITU0lLCzM6LNYLHTp0oUOHTo4HWs2m3n22Wepqqpi9uzZxMfH3/Q6LBYLPj4+9O7d22l/QUEBiYmJnD17lokTJzJz5ky7fi8vrybfZ9nYfq9siYOeuRQREWlRIgJaNfcSvnN1dXUsXryYrKwsAgMDWblyJV27drWrMZvNxsntr9q5cyfLli3D3d2dV155hUceeeSW1mOxWIiMjMTT0zEWvf/++8yfP5+amhpmzpxJQkKCQ01wcHCTrzqyWq34+fnRpk2bW1rjnUThUkREpAW51RPZLV19fT3z5s0jOzub0NBQUlJSHE5kV1RUUFJSQnJyssP4t99+m5UrV+Lr68vSpUvp27fvLa2npqaGI0eOOJ0rOzubl156CQ8PDxYvXkxMTIzTa/Ts2ZPCwkLKysrsDizZbDaKi4sZMGDALa3xTqNtcREREblt0tLSyM7OpkePHqxbt87pq37MZjPe3t6Eh4fbtR88eJCUlBTuu+8+0tLSbjlYwvX3atbU1BivIGp0+vRpFixYgKenJ6mpqU0GS4BHH30UgLfeesuuPSMjg2vXrjFy5MhbXuedRHcuRURE5LaoqKhg8+bNuLm5ER0dzYEDBxxq/P39jV/K+eo29YoVK2hoaGDw4MF8/PHHfPzxxw7jH3vssW+1JrPZTLdu3RxecbRq1SpqamoYNGgQVquVvXv3OoyNjo7GZDLRu3dvYmNjyczM5NKlSwwYMICCggJ27drF4MGDiY6O/lZrutMpXIqIiMhtceTIEerr64Hr76B0plevXhQVFTFr1iy79oqKCkpLS4HrJ8yb+tWbbxsuDx48yNChQ+3a6urqjF/7MZvNmM1mp2N37dplvILoxRdfpFOnTrzzzjt88MEHBAYGMmXKFCZPnnxP/a44gFtVVVXT5+dFRETEpSorKwkICGjuZcgdriX/HemZSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGc/mXoCIiIjcW4qKili/fj1Hjx6lurqagIAAhgwZQlJSEj4+Pna1eXl5TJ06lczMTDp27EhVVRVvvPEG//3f/01lZSU+Pj7069ePqVOn8qMf/chu7Llz51i3bh05OTlcvHiR73//+wwcOJBnn32WgIAAh3WdP3+en/3sZ6xevZqIiAhsNhtvvvkm+/fv59y5c5hMJnr37k1iYiI9e/a0G1tfX8+2bdvYtWsX586dw9/fn0ceeYQpU6bQtm1bl3+HLZnCpYiIiNw2paWlJCYm4uHhQXx8PO3bt+fEiRNs376d3Nxc0tPTMZlMRr3FYqFz58507NiRmpoapk2bRklJCbGxsYSFhVFeXs7OnTv58MMPWb9+PSEhIQBcvHiRxMRELl++zOjRo/nRj35EcXExu3btIicnh40bN9KuXTu7tZnNZry8vAgPD6ehoYHk5GRycnKIiYlhwoQJXLx4kZ07d5KUlERKSgqRkZHG2KVLl5KZmcnDDz/ME088walTp9i0aROFhYWkpqbi5uZ2e77gFkDhUkRERG6bZcuWUVtby4YNG4wgOGbMGLp3787y5cvZsWMHkyZNMurNZjNRUVEAvP322xQXFzN37lxGjx5t1AwdOpSnn36aP/3pT6xcuRKAP//5z/zrX/8iNTWVgQMHGrUPPvggc+bMYcOGDfz2t7+1W5vFYiEiIoJWrVqxb98+cnJyeOqpp5g+fbpRM2rUKCZMmMDy5cvZtm0bACdPniQzM5PRo0czd+5cozY4OJg1a9awf/9+hg0b5qqvsMXTM5ciIiJyW9TW1nLs2DHCw8ONYNloxIgRABw9etRoq6yspKioiEGDBgGQk5NDq1atGDVqlN3Y7t2788ADD9iNzcnJoWPHjnbBEuChhx7Cx8fHrrZxbbm5ucZchw4dAmDs2LF2dUFBQfTt25eSkhKqqqoAyMrKAmDixIl2tePHj6dNmzZG/71Cdy5FRERaENMr07++qJlcfXnNLY338PAgIyODhoYGh74LFy4YNY3MZjMmk4k+ffoAsGjRIi5cuGBXA9DQ0MDFixdxd//fe2ZpaWl8/vnnjp/h6lWuXr1qVwvXn+38/PPPjTA6Y8YM4uPjCQwMbHKtjdfIz8/H19eXzp0729W1bduWkJAQTp482cQ3cndSuBQREWlBPIoLmnsJ3xl3d3c6duzotG/Lli0A9OvXz2izWCz079+f1q1bA9CuXTuH5yQB9u3bx7/+9S8eeughoy0oKMjpPG+//Tb19fX079/frt1sNhMaGmqM8/Pzw8/Pz2H88ePHyc/Pp2vXrvj6+gJgtVpp37690/kCAwMpKCigurra4bDS3Urb4iIiItKs9uzZw+7duwkKCiIuLg6Auro6Dh8+bDxv2ZTi4mJef/11PDw8SExMvGHt4cOHSU9Px9vb22EL22KxfO1cVquVl19+GYCkpCSjvbq62u4Q0pc1nhS/evXqDa99N1G4FBERkWaTlZXFokWLMJlMLFmyBC8vLwCOHTvGlStXbhj4Tp06xfTp07l8+TKzZ8/mJz/5SZO1H374IbNnz+aLL75g4cKFdnc2y8rKKC0tveFc5eXlTJs2jXPnzpGQkMCQIUOMPmfb/F/t++o2/N3s3vmkIiIi0qKkp6fzyiuvYDKZSE1NJSwszOizWCx06dKFDh06OB1rNpt59tlnqaqqYvbs2cTHxzc5z1//+ld+85vfUF9fz+9//3u77fPGuXx8fOjdu7fT8QUFBSQmJnL27FkmTpzIzJkz7fq9vLyw2WxOxza23ytb4qBnLkVERFqU+pCwry+6w9XV1bF48WKysrIIDAxk5cqVdO3a1a7GbDYbJ7e/aufOnSxbtgx3d3deeeUVHnnkkSbnWrt2LW+++SY+Pj4sWbKEiIgIhxqLxUJkZCSeno6x6P3332f+/PnU1NQwc+ZMEhISHGqCg4M5f/680/mtVit+fn60adOmyTXebRQuRUREWpBbPZHd0tXX1zNv3jyys7MJDQ0lJSXF4UR2RUUFJSUlJCcnO4x/++23WblyJb6+vixdupS+ffs2OdeKFSvIyMigffv2rFy50uH1RwA1NTUcOXLE6VzZ2dm89NJLeHh4sHjxYmJiYpzO07NnTwoLCykrK7M7sGSz2SguLmbAgAFNrvFupG1xERERuW3S0tLIzs6mR48erFu3zumrfsxmM97e3oSHh9u1Hzx4kJSUFO677z7S0tJuGCwzMzPJyMigU6dOdr/c81VHjx6lpqbG4X2Yp0+fZsGCBXh6epKamtpksAR49NFHAXjrrbfs2jMyMrh27RojR45scuzdSHcuRURE5LaoqKhg8+bNuLm5ER0dzYEDBxxq/P39jV/K+eo29YoVK2hoaGDw4MF8/PHHfPzxxw7jH3vsMa5evcrq1asBiI6O5siRIw51JpOJ6OhozGYz3bp1c3jF0apVq6ipqWHQoEFYrVb27t3rcI3o6Gjj98ZjY2PJzMzk0qVLDBgwgIKCAnbt2sXgwYOJjo7+Nl/THU/hUkRERG6LI0eOUF9fD2CEv6/q1asXRUVFzJo1y669oqKC0tJS4PoJ86Z+9eaxxx7jo48+4tKlS8D/vj/zqzp06EB0dDQHDx5k6NChdn11dXXGL/iYzWbMZrPTa+zatct4BdGLL75Ip06deOedd/jggw8IDAxkypQpTJ48+Z76XXEAt6qqqqbPz4uIiIhLVVZWEhAQ0NzLkDtcS/470jOXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyns29ABEREbm3FBUVsX79eo4ePUp1dTUBAQEMGTKEpKQkfHx87Grz8vKYOnUqmZmZdOzYkaqqKt544w3++7//m8rKSnx8fOjXrx9Tp07lRz/6kd3YCxcusG7dOg4ePMiFCxf4wQ9+wNixYxkzZgxubm4O6zp//jw/+9nPWL16NREREdhsNt58803279/PuXPnMJlM9O7dm8TERHr27Gk3tr6+nm3btrFr1y7OnTuHv78/jzzyCFOmTKFt27Yu/w5bMoVLERERuW1KS0tJTEzEw8OD+Ph42rdvz4kTJ9i+fTu5ubmkp6djMpmMeovFQufOnenYsSM1NTVMmzaNkpISYmNjCQsLo7y8nJ07d/Lhhx+yfv16QkJCAKiurmbq1KlUVFQQHx9Pp06dOHjwIEuWLKG4uJjf/va3Dmszm814eXkRHh5OQ0MDycnJ5OTkEBMTw4QJE7h48SI7d+4kKSmJlJQUIiMjjbFLly4lMzOThx9+mCeeeIJTp06xadMmCgsLSU1NdRpm71YKlyIiInLbLFu2jNraWjZs2GAEwTFjxtC9e3eWL1/Ojh07mDRpklFvNpuJiooC4O2336a4uJi5c+cyevRoo2bo0KE8/fTT/OlPf2LlypUAbN26ldLSUl599VWGDRsGwNixY5k9ezY7d+5k/PjxdO7c2W5tFouFiIgIWrVqxb59+8jJyfn/7N17XNVVov//FxcvCCEHBUJmLG8MIZoXRMPhMolRZibqr+CopWJemiBNncbMLCpPaSo2lSlSTTqT8h0PapTHqTg6zd6OiqIOEirkFeRSujXMzcX4/cGDz7TbGztTOyF9P/9zXT5r7Y/88X6s9VmfD5MmTeLRRx812owaNYqkpCSWLVvGxo0bATh8+DDZ2dkkJCQwf/58o22XLl144403+Pjjj4053Aj0zKWIiIhcE3V1dRw4cIB+/foZwbLJiBEjANi/f79RVlVVRXFxMUOHDgVg9+7dtGnThlGjRtn0DQkJoXv37jZ9a2trCQ0NZdiwYTZtBw8eTENDA0eOHLGbW15enjHWnj17gMZA+m0BAQEMGDCA48ePY7FYAMjJyQFg/PjxNm0TExNp166dUX+j0MqliIhIK3I5b1ZLT6FZHuHpP6q/m5sbGzZsoKGhwa7u3LlzRpsmJpMJDw8P+vfvD8Dzzz/PuXPnbNoANDQ0cP78eVxd/7Vm9thjjzmcQ1Oo7NKli015fn4+X3/9NXfccQcAKSkpjBs3Dn9//2bn2jReQUEB3t7ediuh7du3p0ePHhw+fNjhXK5XCpciIiKtyDcXi1p6Cj8ZV1dXgoKCHNatX78egIEDBxplZrOZ8PBw2rZtC0Dnzp3p3LmzXd/t27fzxRdfEB0d7fDaly9fprS0lA8//JD333+fmJgYevfubdPGZDLRs2dPAgICAPDx8cHHx8fuWgcPHqSgoIBevXrh7e0NQGVlJTfffLPDsf39/SksLKS6utrusNL1SuFSREREWtSHH37Ili1bCAgI4P777wegvr6evXv3NrsC2aSkpISlS5fi5uZGcnKywzZvvvkm7733HgC//OUvmTVrll0bs9lMTEzMVceqrKzkmWeeAWDatGlGeXV1td2qZZOmk+KXL1++YcKlnrkUERGRFpOTk8Pzzz+Ph4cHL7/8Mh06dADgwIEDXLp0yTjM48iRI0d49NFH+eqrr5gzZw633Xabw3a//vWveeWVV/jtb3/LhQsXmDBhAoWFhUZ9aWkpJ0+evOpYZWVlzJw5k7NnzzJhwgSbIOpom/+7dd/esr/e3Ti/VERERFqVzMxM0tLS8PDwYOXKlYSGhhp1ZrOZbt26ERgY6LCvyWRixowZWCwW5syZw7hx45odZ9CgQURHR/Pwww/z+uuvY7Va+cMf/mAzlpeXF3379nXYv7CwkOTkZE6fPs348eNJTU21qe/QoQNWq9Vh36byG2XVErQtLiIi0qq4eoe09BR+cvX19SxevJicnBz8/f1ZsWIFvXr1smljMpmMk9vftWnTJl555RVcXV1JS0sjPj7+/zz2r371K7p168Znn31mlJnNZiIiInB3t49FO3fuZOHChdTU1JCamsqECRPs2nTp0oWKigqH41VWVuLj40O7du3+z3P8uVO4FBERaUV+7Ins1u7KlSs8/fTT5Obm0rNnT9LT0+1OZJeXl3P8+HHmzZtn1/+9995jxYoVeHt7s2TJEgYMGGDXpqGhgYkTJ9K2bVveeustu/pLly4ZYa+mpoZ9+/Y5HCs3N5cFCxbg5ubG4sWL7V5r1CQsLIyioiJKS0ttDixZrVZKSkoYMmTI1W/KdUbb4iIiInLNrF69mtzcXHr37s2aNWscvurHZDLh6elJv379bMp37dpFeno6HTt2ZPXq1Q6DJYCLiwt+fn4UFBTwj3/8w6buf/7nfzh79iyxsbFA43s1a2pqjFcQNTl27BiLFi3C3d2dlStXNhssAe6++24A3n33XZvyDRs2UFtby7333tts3+uRVi5FRETkmigvL2fdunW4uLgQGxvLp59+atfG19fX+FLOd7eply9fTkNDA1FRURw9epSjR4/a9b/nnnsAmDVrFv/85z958sknGTt2LL/4xS84fPgwH3zwAbfccgszZ84EGoNscHCw3SuOXn31VWpqahg6dCiVlZVs27bNbqzY2Fjje+MjR44kOzubixcvMmTIEAoLC9m8eTNRUVFGkL1RuFgsluaPOImIiIhTVVVV4efn19LTaBEffPABzz333FXb9OnTh+LiYmbPns3o0aON8vLycrsv8zjS9GUdaDwF/uabb7J7926++uorAgICuPPOO5kyZYpxwGbs2LHExcUZYRManwmNiYmhrq7uqmNt3rzZeBl7fX097777Lu+//z6VlZX4+/tz99138/DDDxuvI3Km1vx3pHApIiJyDbXmUCA/H63570jPXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIyDVVXFzM73//e+666y4iIyO5//77Wb58OdXV1XZt8/PziYiIoLS0FACLxcLSpUu5//77iYyM5K677mL+/PmcOHHie8d9+umniYiIoKyszGF9RUUFERER7N27FwCr1cqqVasYO3YskZGRDBs2jNmzZ1NQUGDX98qVK/z5z3/mgQceICoqivvvv5833ngDq9X6b9yZ64N7S09AREREbhwnT54kOTkZNzc3xo0bx80338w///lPsrKyyMvLIzMzEw8PD6O92Wyma9euBAUFUVNTw8yZMzl+/DgjR44kNDSUsrIyNm3axD/+8Q/Wrl1Ljx49HI774Ycf8te//vWqczOZTHTo0IF+/frR0NDAvHnz2L17N8OGDSMpKYnz58+zadMmpk2bRnp6OhEREUbfJUuWkJ2dzZ133smDDz7IkSNH+OMf/0hRURErV67ExcXFOTfwZ0DhUkRERK6ZV155hbq6Ot566y0jCI4ZM4aQkBCWLVvGX/7yFyZOnGi0N5lMREZGAvDee+9RUlLC/PnzSUhIMNrExcUxefJkXnvtNVasWGE3ZllZGUuXLqVt27bU1tY2Ozez2cygQYNo06YN27dvZ/fu3UyaNIlHH33UaDNq1CiSkpJYtmwZGzduBODw4cNkZ2eTkJDA/PnzjbZdunThjTfe4OOPP2b48OE/8I79/ChcioiItCJrPkhr6Sk0a9q9z/yo/nV1dRw4cIB+/frZrTCOGDGCZcuWsX//fiNcVlVVUVxczOOPPw7A7t27adOmDaNGjbLpGxISQvfu3dm/f7/dmFeuXGHRokX84he/4NZbb2X79u3Nzi0vL49Zs2YBsGfPHgDGjh1r0y4gIIABAwbwt7/9DYvFgo+PDzk5OQCMHz/epm1iYiKZmZnk5OQoXIqIiEjLOF1V0tJT+Mm4ubmxYcMGGhoa7OrOnTtntGliMpnw8PCgf//+ADz//POcO3fOpg1AQ0MD58+fx9XV/ijJO++8Q1FREX/84x9Zt25ds3PLz8/n66+/5o477gAgJSWFcePG4e/v3+xcm8YrKCjA29ubrl272rRr3749PXr04PDhw82Oez1SuBQREZFrwtXVlaCgIId169evB2DgwIFGmdlsJjw8nLZt2wLQuXNnOnfubNd3+/btfPHFF0RHR9uUFxQUsHbtWmbNmkX37t2vOjeTyUTPnj0JCAgAwMfHBx8fH7t2Bw8epKCggF69euHt7Q1AZWUlN998s8Pr+vv7U1hYSHV1NV5eXledw/VCp8VFRESkRX344Yds2bKFgIAA7r//fgDq6+vZu3ev8bxlc0pKSli6dClubm4kJycb5V9//TWLFi1i4MCBPPDAA987B7PZ/L1jVVZW8swzjY8GTJs2zSivrq62OYT0be3btwfg8uXL3zuH64VWLkVERKTF5OTk8OKLL+Lh4cHLL79Mhw4dADhw4ACXLl26auA7cuQIqampfPXVV/zud7/jtttuM+qWLVvGhQsXWLVq1fee1C4tLeXkyZNXHausrIyUlBTOnj3LhAkTiImJMeocbfN/t87Rlv31SuFSRESkFfmln+NX6VyPMjMzWb16NV5eXixfvpzQ0FCjzmw2061bNwIDAx32NZlMPP3003z99dfMmTOHcePGGXX/+7//y/vvv8/vfvc72rZti8ViARoP7QB89dVXxmGcprG8vLzo27evw7EKCwuZM2cOX375JePHjyc1NdWmvkOHDs2+z7Kp/EbZEgeFSxERkVblx57I/jmor69n8eLF5OTk4O/vz4oVK+jVq5dNG5PJxNChQx3237RpE6+88gqurq6kpaURHx9vU/+3v/0NaHz35JIlS+z6N51GbzoRbjabiYiIwN3dPhbt3LmThQsXUlNTQ2pqKhMmTLBr06VLFyoqKhzOtbKyEh8fH9q1a+ew/nqkcCkiIiLXzJUrV3j66afJzc2lZ8+epKen253ILi8v5/jx48ybN8+u/3vvvceKFSvw9vZmyZIlDBgwwK7NxIkTueeee+zK161bx+7du0lLS8PX1xeAmpoa9u3b53Cs3NxcFixYgJubG4sXL2bYsGEOf1NYWBhFRUWUlpbaHFiyWq2UlJQwZMiQq9+U64zCpYiIiFwzq1evJjc3l969e/OHP/zB4XaxyWTC09OTfv362ZTv2rWL9PR0OnbsyJtvvtns13i6d+/u8HT4tm3bAOjbty9dunQBYP/+/dTU1BivIGpy7NgxFi1ahLu7O+np6Tan2L/r7rvv5i9/+QvvvvuuzUvUN2zYQG1tLffee2+zfa9HCpciIiJyTZSXl7Nu3TpcXFyIjY3l008/tWvj6+trfCnnu9vUy5cvp6GhgaioKI4ePcrRo0ft+jtasbwak8lEcHCw3SuOXn31VWpqahg6dCiVlZVGMP222NhYPDw86Nu3LyNHjiQ7O5uLFy8yZMgQCgsL2bx5M1FRUcTGxv5bc/q5U7gUERGRa2Lfvn1cuXIFgNdff91hmz59+lBcXMzs2bNtysvLyzl58iTQeMK86as43/Xvhstdu3YRFxdnU1ZfX2987cdkMmEymRz23bx5s/EKoqeeeopf/OIXvP/++/ztb3/D39+fKVOm8PDDD99Q3xUHcLFYLM2fnxcRERGnqqqqws/Pr6WnIT9zrfnv6MZ56ZKIiIiI/OQULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRp3Ft6AiIiInJjKS4uZu3atezfv5/q6mr8/PyIiYlh2rRpeHl52bTNz89n+vTpZGdnExQUhMViISMjg7///e9UVVXh5eXFwIEDmT59OrfeeqtN38zMTFavXu1wDlOnTmXatGk2ZRUVFdx33328/vrrDBo0CKvVyttvv83HH3/M2bNn8fDwoG/fviQnJxMWFmbT98qVK2zcuJHNmzdz9uxZfH19iY+PZ8qUKbRv3/7H37SfEYVLERERuWZOnjxJcnIybm5ujBs3jptvvpl//vOfZGVlkZeXR2ZmJh4eHkZ7s9lM165dCQoKoqamhpkzZ3L8+HFGjhxJaGgoZWVlbNq0iX/84x+sXbuWHj16GH2Li4vx8PDg97//vd08evbsaVdmMpno0KED/fr1o6GhgXnz5rF7926GDRtGUlIS58+fZ9OmTUybNo309HQiIiKMvkuWLCE7O5s777yTBx98kCNHjvDHP/6RoqIiVq5ciYuLi5PvZOulcCkiIiLXzCuvvEJdXR1vvfWWEQTHjBlDSEgIy5Yt4y9/+QsTJ0402ptMJiIjIwF47733KCkpYf78+SQkJBht4uLimDx5Mq+99horVqwwyo8dO0b37t255557/k9zM5vNDBo0iDZt2rB9+3Z2797NpEmTePTRR402o0aNIikpiWXLlrFx40YADh8+THZ2NgkJCcyfP99o26VLF9544w0+/vhjhg8f/gPu1s+TnrkUERGRa6Kuro4DBw7Qr18/mxVGgBEjRgCwf/9+o6yqqori4mKGDh0KwO7du2nTpg2jRo2y6RsSEkL37t1t+lqtVs6cOUP37t3/z3PLy8szxtqzZw8AY8eOtWkXEBDAgAEDOH78OBaLBYCcnBwAxo8fb9M2MTGRdu3aGfU3Cq1cioiItCJbtmxp6Sk06/777/9R/d3c3NiwYQMNDQ12defOnTPaNDGZTHh4eNC/f38Ann/+ec6dO2fTBqChoYHz58/j6vqvNbOSkhK++eYbI8TW1NTg5uaGu7vj6JOfn8/XX3/NHXfcAUBKSgrjxo3D39+/2bk2jVdQUIC3tzddu3a1ade+fXt69OjB4cOHr3JXrj8KlyIiIq1IZWVlS0/hJ+Pq6kpQUJDDuvXr1wMwcOBAo8xsNhMeHk7btm0B6Ny5M507d7bru337dr744guio6ONsmPHjgFw5MgRHnjgAU6ePImrqyv9+vVj1qxZ/OpXv7K5hslkomfPngQEBADg4+ODj4+P3VgHDx6koKCAXr164e3tDTT+n918880Of5e/vz+FhYVUV1fbHVa6XmlbXERERFrUhx9+yJYtWwgICDBWR+vr69m7d6/xvGVzSkpKWLp0KW5ubiQnJxvlTeHywIEDjB07lqVLl5KcnExRURGPPPIIhYWFNtcxm83fO1ZlZSXPPPMMgM1J8+rqaptDSN/WdFL88uXLV7329UQrlyIiItJicnJyePHFF/Hw8ODll1+mQ4cOQGMovHTp0lUD35EjR0hNTeWrr77id7/7HbfddptRN2TIEDw9PfnP//xPYwUyOjqayMhIkpOTWb58OWvXrgWgtLSUkydPXnWssrIyUlJSOHv2LBMmTCAmJsaoc7TN/926b2/ZX+8ULkVERKRFNL2H0svLi+XLlxMaGmrUmc1munXrRmBgoMO+JpOJp59+mq+//po5c+Ywbtw4m/qoqCiioqLs+oWGhtKnTx8OHjzIpUuX8PT0xGw24+XlRd++fR2OVVhYyJw5c/jyyy8ZP348qampNvUdOnTAarU67NtUfqNsiYPCpYiISKvi6ADJ9aa+vp7FixeTk5ODv78/K1asoFevXjZtTCaTcXL7uzZt2sQrr7yCq6sraWlpxMfH/1vj+/r60tDQwOXLl41wGRER4fCwz86dO1m4cCE1NTWkpqYyYcIEuzZdunShoqLC4ViVlZX4+PjQrl27f2uOP2cKlyIiIq3Ijz2R3dpduXKFp59+mtzcXHr27El6erpdoC4vL+f48ePMmzfPrv97773HihUr8Pb2ZsmSJQwYMMCuTUNDA5MnTwbgnXfesas/fvw4np6e/Md//Ac1NTXs27fP4Vi5ubksWLAANzc3Fi9ezLBhwxz+prCwMIqKiigtLbU5sGS1WikpKWHIkCFXvSfXmxvnAQARERFpcatXryY3N5fevXuzZs0ahyu1JpMJT09P+vXrZ1O+a9cu0tPT6dixI6tXr3YYLAFcXFzo2LEjhYWF7Ny506bugw8+4Pjx49xzzz24ubmxf/9+ampqjFcQNTl27BiLFi3C3d2dlStXNhssAe6++24A3n33XZvyDRs2UFtby7333tts3+uRVi5FRETkmigvL2fdunW4uLgQGxvLp59+atfG19fX+FLOd7eply9fTkNDA1FRURw9epSjR4/a9W/6Gs/jjz9OQUEBTz/9NAkJCdx6660cPnyYDz74gO7duzNz5kygMcgGBwfbveLo1VdfpaamhqFDh1JZWcm2bdvsxoqNjTW+Nz5y5Eiys7O5ePEiQ4YMobCwkM2bNxMVFUVsbOwPvWU/Sy4Wi6X5I04iIiLiVFVVVfj5+bX0NFrEBx98wHPPPXfVNn369KG4uJjZs2czevRoo7y8vNzuyzyONH1ZB+DMmTOsXr2aPXv28NVXX+Hn58ewYcOYPHkyN910E9D4BZ64uDgjbELjM6ExMTHU1dVddazNmzfTpUsXo8+7777L+++/T2VlJf7+/tx99908/PDDxuuInKk1/x0pXIqIiFxDrTkUyM9Ha/470jOXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI07i09AREREbmxFBcXs3btWvbv3091dTV+fn7ExMQwbdo0vLy8bNrm5+czffp0srOzCQoKwmKxkJGRwd///neqqqrw8vJi4MCBTJ8+nVtvvdVurP/5n/8hKyuL4uJiOnToQN++ffntb3/LLbfcYte2oqKC++67j9dff51BgwZhtVp5++23+fjjjzl79iweHh707duX5ORkwsLCbPpeuXKFjRs3snnzZs6ePYuvry/x8fFMmTKF9u3bO/X+tXYuFouloaUnISIicqOoqqrCz8+vpafRYk6ePMlDDz2Em5sb48aN4+abb+af//wn27Zto3v37mRmZuLh4WG0f/311/nf//1f/vKXv1BTU8OkSZM4fvw4I0eOJDQ0lLKyMjZt2gTA2rVr6dGjh9F39erVZGZm0r9/f4YPH84XX3zBxo0bcXNz491336VLly42c/vv//5vXn31VT766CPc3d1JTU1l9+7dDBs2jIEDB3L+/Hk2bdrExYsXSU9PJyIiwuj7X//1X2RnZ3PnnXcyaNAgjhw5wpYtWxg8eDArV67ExcXFqfexNf8daeVSRERErplXXnmFuro63nrrLSMIjhkzhpCQEJYtW8Zf/vIXJk6caLQ3mUxERkYC8N5771FSUsL8+fNJSEgw2sTFxTF58mRee+01VqxYAUBRURFvv/02UVFRLFmyBDc3NwAiIiKYMWMGf/zjH5k/f77N3MxmM4MGDaJNmzZs376d3bt3M2nSJB599FGjzahRo0hKSmLZsmVs3LgRgMOHD5OdnU1CQoLNNbt06cIbb7zBxx9/zPDhw515G1s1PXMpIiIi10RdXR0HDhygX79+NiuMACNGjABg//79RllVVRXFxcUMHToUgN27d9OmTRtGjRpl0zckJITu3bvb9M3Ozuabb75hzpw5RrAEGDBgANOmTaN37952c8vLyzPG2rNnDwBjx461aRcQEMCAAQM4fvw4FosFgJycHADGjx9v0zYxMZF27doZ9TcKrVyKiIi0IhtH/6mlp9CsBzeP//5GV+Hm5saGDRtoaLB/Iu/cuXNGmyYmkwkPDw/69+8PwPPPP8+5c+ds2gA0NDRw/vx5XF3/tWaWl5dHjx49jK3vuro6vvnmG9q1a8fUqVPtxs/Pz+frr7/mjjvuACAlJYVx48bh7+/f7FybxisoKMDb25uuXbvatGvfvj09evTg8OHD33Nnri8KlyIiIq1Ief7Zlp7CT8bV1ZWgoCCHdevXrwdg4MCBRpnZbCY8PJy2bdsC0LlzZzp37mzXd/v27XzxxRdER0cDjUGytLSUoUOHsn//fl577TUj4IWFhTFr1iz69Oljcw2TyUTPnj0JCAgAwMfHBx8fH7uxDh48SEFBAb169cLb2xuAyspKbr75Zoe/y9/fn8LCQqqrq+0OK12vtC0uIiIiLerDDz9ky5YtBAQEcP/99wNQX1/P3r17jectm1NSUsLSpUtxc3MjOTkZgOrqar755htOnDhBamoqt912Gy+99BIpKSmcPHmSmTNn2q0mms3m7x2rsrKSZ555BoBp06YZ5dXV1TaHkL6t6aT45cuXr3rt64lWLkVERKTF5OTk8OKLL+Lh4cHLL79Mhw4dADhw4ACXLl26auA7cuQIqampfPXVV/zud7/jtttuA6C2thaA06dP8/jjj9s8Czlo0CAmTZpEeno6GRkZAJSWlnLy5MmrjlVWVkZKSgpnz55lwoQJxMTEGHWOtvm/W/ftLfvr3Y3zS0VERKRVyczMJC0tDQ8PD1auXEloaKhRZzab6datG4GBgQ77mkwmZsyYgcViYc6cOYwbN86oa1pFbHrd0bf96le/ok+fPhw6dMhYTTSbzXh5edG3b1+HYxUWFpKcnMzp06cZP348qampNvUdOnTAarU67NtUfqNsiYNWLkVERFqVm/s7DlPXk/r6ehYvXkxOTg7+/v6sWLGCXr162bQxmUzGye3v2rRpE6+88gqurq6kpaURHx9vU3/TTTfh6emJu7s77dq1s+vfqVMnGhoauHTpEh4eHpjNZiIiInB3t49FO3fuZOHChdTU1JCamsqECRPs2nTp0oWKigqHc62srMTHx8fhPK5XCpciIiKtyI89kd3aXblyhaeffprc3Fx69uxJenq63Yns8vJyjh8/zrx58+z6v/fee6xYsQJvb2+WLFnCgAED7Nq4uLgQGhpKXl4elZWVdtc/c+YMHh4e+Pr6UlNTw759+xyOlZuby4IFC3Bzc2Px4sUMGzbM4W8KCwujqKiI0tJSmwNLVquVkpIShgwZ8n+6N9cLbYuLiIjINbN69Wpyc3Pp3bs3a9ascfiqH5PJhKenJ/369bMp37VrF+np6XTs2JHVq1c7DJZN7rvvPhoaGli9erXdNY4cOcKwYcNwdXVl//791NTUGK8ganLs2DEWLVqEu7s7K1eubDZYAtx9990AvPvuuzblGzZsoLa2lnvvvbfZvtcjrVyKiIjINVFeXs66detwcXEhNjaWTz/91K6Nr6+v8aWc725TL1++nIaGBqKiojh69ChHjx6163/PPfcAjYFvx44dvP/++3z55ZdER0dz5swZ/t//+3/4+fkZX90xmUwEBwfbveLo1VdfpaamhqFDh1JZWcm2bdvsxoqNjTW+Nz5y5Eiys7O5ePEiQ4YMobCwkM2bNxMVFUVsbOwPvWU/S/q2uIiIyDXUmr8J/VP74IMPeO65567apk+fPhQXFzN79mxGjx5tlJeXl9t9mceRpi/rQOMWfFZWFlu2bOHMmTN4eXkRGRnJzJkzjf+DsWPHEhcXx8yZM41+9fX1xMTEUFdXd9WxNm/ebLykvb6+nnfffZf333/f2Iq/++67efjhh43XETlTa/47UrgUERG5hlpzKJCfj9b8d6RnLkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEadxbegIiIiJyYykuLmbt2rXs37+f6upq/Pz8iImJYdq0aXh5edm0zc/PZ/r06WRnZxMUFITFYiEjI4O///3vVFVV4eXlxcCBA5k+fTq33nqr0S8iIuJ757Fnzx6bf1dUVHDffffx+uuvM2jQIKxWK2+//TYff/wxZ8+excPDg759+5KcnExYWJhN3ytXrrBx40Y2b97M2bNn8fX1JT4+nilTptC+ffsffrN+hhQuRURE5Jo5efIkycnJuLm5MW7cOG6++Wb++c9/kpWVRV5eHpmZmXh4eBjtzWYzXbt2JSgoiJqaGmbOnMnx48cZOXIkoaGhlJWVsWnTJv7xj3+wdu1aevToAcBzzz3ncPx//OMfbNu2jd/85jd2dSaTiQ4dOtCvXz8aGhqYN28eu3fvZtiwYSQlJXH+/Hk2bdrEtGnTSE9PtwmwS5YsITs7mzvvvJMHH3yQI0eO8Mc//pGioiJWrlyJi4uLk+9k66VwKSIiItfMK6+8Ql1dHW+99ZYRBMeMGUNISAjLli3jL3/5CxMnTjTam0wmIiMjAXjvvfcoKSlh/vz5JCQkGG3i4uKYPHkyr732GitWrADgnnvusRu7oqKC5cuX07VrV5555hm7erPZzKBBg2jTpg3bt29n9+7dTJo0iUcffdRoM2rUKJKSkli2bBkbN24E4PDhw2RnZ5OQkMD8+fONtl26dOGNN97g448/Zvjw4T/mtv2s6JlLERERuSbq6uo4cOAA/fr1M4JlkxEjRgCwf/9+o6yqqori4mKGDh0KwO7du2nTpg2jRo2y6RsSEkL37t1t+jqyZMkSLly4wFNPPYWnp6fd3PLy8oyxmrbMx44da9MuICCAAQMGcPz4cSwWCwA5OTkAjB8/3qZtYmIi7dq1M+pvFFq5FBERaUWG51S29BSa9dFI/x/V383NjQ0bNtDQ0GBXd+7cOaNNE5PJhIeHB/379wfg+eef59y5czZtABoaGjh//jyurs2vme3Zs4dPP/2Ue+65hwEDBtjV5+fn8/XXX3PHHXcAkJKSwrhx4/D3t//NTXNtGq+goABvb2+6du1q0659+/b06NGDw4cPNzuv65HCpYiISCuyt6qupafwk3F1dSUoKMhh3fr16wEYOHCgUWY2mwkPD6dt27YAdO7cmc6dO9v13b59O1988QXR0dHNjv3GG2/g7u7OzJkzHdabTCZ69uxJQEAAAD4+Pvj4+Ni1O3jwIAUFBfTq1Qtvb28AKisrufnmmx1e19/fn8LCQqqrq+0OK12vtC0uIiIiLerDDz9ky5YtBAQEcP/99wNQX1/P3r17jectm1NSUsLSpUtxc3MjOTnZYZuDBw9SWFjIPffc02wINJvN3ztWZWWl8azmtGnTjPLq6mqbQ0jf1nRS/PLly1e99vVE4VJERERaTE5ODs8//zweHh68/PLLdOjQAYADBw5w6dKlqwa+I0eO8Oijj/LVV18xZ84cbrvtNoft/t//+38ATJgwwWF9aWkpJ0+evOpYZWVlzJw5k7NnzzJhwgRiYmKMOkfb/N+tu9qW/fXmxvmlIiIi0qpkZmaSlpaGh4cHK1euJDQ01Kgzm81069aNwMBAh31NJhMzZszAYrEwZ84cxo0b57BdXV0dJpOJ2267jW7dujlsYzab8fLyom/fvg7rCwsLSU5O5vTp04wfP57U1FSb+g4dOmC1Wh32bSq/UbbEQc9cioiItCqD/Nq09BR+cvX19SxevJicnBz8/f1ZsWIFvXr1smljMpmMk9vftWnTJl555RVcXV1JS0sjPj6+2bHy8vK4dOkSd911V7NtzGYzERERuLvbx6KdO3eycOFCampqSE1Ndbj62aVLFyoqKhxeu7KyEh8fH9q1a9fs+NcbhUsREZFW5MeeyG7trly5wtNPP01ubi49e/YkPT3d7kR2eXk5x48fZ968eXb933vvPVasWIG3tzdLlixxePL72/Lz8wEYMmSIw/qamhr27dvncKzc3FwWLFiAm5sbixcvZtiwYQ6vERYWRlFREaWlpTYHlqxWKyUlJc2Ofb3StriIiIhcM6tXryY3N5fevXuzZs0ah6/6MZlMeHp60q9fP5vyXbt2kZ6eTseOHVm9evX3BkuAzz77DA8Pj2a3xPfv309NTY3xCqImx44dY9GiRbi7u7Ny5cpmgyXA3XffDcC7775rU75hwwZqa2u59957v3ee1xOtXIqIiMg1UV5ezrp163BxcSE2NpZPP/3Uro2vr6/xpZzvblMvX76choYGoqKiOHr0KEePHrXr/90v85w8eZKAgIBmD9SYTCaCg4PtXnH06quvUlNTw9ChQ6msrGTbtm12fWNjY43vjY8cOZLs7GwuXrzIkCFDKCwsZPPmzURFRREbG/t9t+a6onApIiIi18S+ffu4cuUKAK+//rrDNn369KG4uJjZs2fblJeXl3Py5Emg8YR5c1+9+W64PH/+vN3znN+2a9cu4uLibMrq6+uNr/2YTCZMJpPDvps3bzZeQfTUU0/xi1/8gvfff5+//e1v+Pv7M2XKFB5++OEb6rviAC4Wi6X58/MiIiLiVFVVVfj5+bX0NORnrjX/HemZSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRr3lp6AiIiI3FiKi4tZu3Yt+/fvp7q6Gj8/P2JiYpg2bRpeXl42bfPz85k+fTrZ2dkEBQVhsVjIyMjg73//O1VVVXh5eTFw4ECmT5/OrbfeatP3iy++YNWqVZjNZi5cuIC/vz933303U6ZMoW3btnbzqqio4L777uP1119n0KBBWK1W3n77bT7++GPOnj2Lh4cHffv2JTk5mbCwMJu+V65cYePGjWzevJmzZ8/i6+tLfHw8U6ZMoX379k6/h62ZwqWIiIhcMydPniQ5ORk3NzfGjRvHzTffzD//+U+ysrLIy8sjMzMTDw8Po73ZbKZr164EBQVRU1PDzJkzOX78OCNHjiQ0NJSysjI2bdrEP/7xD9auXUuPHj0AqK6uZurUqVRUVDBq1CiCg4PJy8vjrbfe4rPPPmPlypV2czOZTHTo0IF+/frR0NDAvHnz2L17N8OGDSMpKYnz58+zadMmpk2bRnp6OhEREUbfJUuWkJ2dzZ133smDDz7IkSNH+OMf/0hRURErV67ExcXlp7+5rYTCpYiIiFwzr7zyCnV1dbz11ltGEBwzZgwhISEsW7aMv/zlL0ycONFobzKZiIyMBOC9996jpKSE+fPnk5CQYLSJi4tj8uTJvPbaa6xYsQKALVu2UFZWxm9/+1sefvhhAMaOHcvzzz/P+++/z65du7jjjjts5mY2mxk0aBBt2rRh+/bt7N69m0mTJvHoo48abUaNGkVSUhLLli1j48aNABw+fJjs7GwSEhKYP3++0bZLly688cYbfPzxxwwfPtyZt7FV0zOXIiIick3U1dVx4MAB+vXrZwTLJiNGjABg//79RllVVRXFxcUMHToUgN27d9OmTRtGjRpl0zckJITu3bvb9D116hQAv/71r23axsbGAnD06FG7ueXl5Rlj7dmzB2gMpN8WEBDAgAEDOH78OBaLBYCcnBwAxo8fb9M2MTGRdu3aGfU3Cq1cioiItCIeaY9+f6MWcvmZN35Ufzc3NzZs2EBDQ4Nd3blz54w2TUwmEx4eHvTv3x+A559/nnPnztm0AWhoaOD8+fO4uv5rzeyWW24B4PPPP7cJsidPngTAz8/P5hr5+fl8/fXXxmpmSkoK48aNw9/fv9m5No1XUFCAt7c3Xbt2tWnXvn17evToweHDh5u9J9cjhUsREZFWxK2ksKWn8JNxdXUlKCjIYd369esBGDhwoFFmNpsJDw83Dt907tyZzp072/Xdvn07X3zxBdHR0UbZ6NGjyc3NJT09nXbt2tGrVy8OHjxIZmYmPXr04M4777S5hslkomfPngQEBADg4+ODj4+P3VgHDx6koKCAXr164e3tDUBlZSU333yzw9/l7+9PYWEh1dXVdoeVrlfaFhcREZEW9eGHH7JlyxYCAgK4//77Aaivr2fv3r3G85bNKSkpYenSpbi5uZGcnGyUd+jQgZkzZ9LQ0MDcuXO5//77eeaZZ+jUqRN/+MMf7E5wm83m7x2rsrKSZ555BoBp06YZ5dXV1TaHkL6taZzLly9f9drXE4VLERERaTE5OTk8//zzeHh48PLLL9OhQwcADhw4wKVLl64a+I4cOcKjjz7KV199xZw5c7jtttuMuv/5n//ht7/9LQ0NDTz++OMsXbqUqVOnUlVVxbRp06ioqDDalpaWcvLkyauOVVZWxsyZMzl79iwTJkwgJibGqHO0zf/dum9v2V/vtC0uIiIiLSIzM5PVq1fj5eXF8uXLCQ0NNerMZjPdunUjMDDQYV+TycTTTz/N119/zZw5cxg3bpxN/WuvvUa7du1Yu3atsRUfExNDeHg4M2fOZMWKFbz00kvGWF5eXvTt29fhWIWFhcyZM4cvv/yS8ePHk5qaalPfoUMHrFarw75N5TfKljgoXIqIiLQqV3qEfn+jn7n6+noWL15MTk4O/v7+rFixgl69etm0MZlMxsnt79q0aROvvPIKrq6upKWlER8fb1NvsViorKxk6NChds94DhgwgFtuuYW9e/caZWazmYiICNzd7WPRzp07WbhwITU1NaSmpjJhwgS7Nl26dLFZCf22yspKfHx8aNeuneObcR1SuBQREWlFfuyJ7NbuypUrPP300+Tm5tKzZ0/S09PtTmSXl5dz/Phx5s2bZ9f/vffeY8WKFXh7e7NkyRIGDBhg18bd3R0XFxe++eabZufQtF1dU1PDvn37HI6Vm5vLggULcHNzY/HixQwbNszh9cLCwigqKqK0tNQmzFqtVkpKShgyZEjzN+Q6dOM8ACAiIiItbvXq1eTm5tK7d2/WrFnj8FU/JpMJT09P+vXrZ1O+a9cu0tPT6dixI6tXr3YYLKFxC/r2229n7969HDt2zO4ap0+fZvDgwUDjezVramrsXqh+7NgxFi1ahLu7OytXrmw2WALcfffdALz77rs25Rs2bKC2tpZ777232b7XI61cioiIyDVRXl7OunXrcHFxITY2lk8//dSuja+vr/GlnO9uUy9fvpyGhgaioqI4evSo3YvQAe655x4Afve73zFt2jSmTZvG2LFj+cUvfsGxY8fYvHkznTp1Mp6bNJlMBAcH273i6NVXX6WmpoahQ4dSWVnJtm3b7MaKjY01vjc+cuRIsrOzuXjxIkOGDKGwsJDNmzcTFRVlvLj9RuFisViaP+IkIiIiTlVVVWX3Au8bxQcffMBzzz131TZ9+vShuLiY2bNnM3r0aKO8vLzc7ss8jjR9WQfgzJkzZGRksHv3bi5cuECnTp2IjIzkkUceMf4Pxo4dS1xcHDNnzjT61dfXExMTQ11d3VXH2rx5M126dDH6vPvuu7z//vtUVlbi7+/P3XffzcMPP2z32iNnaM1/RwqXIiIi11BrDgXy89Ga/470zKWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI17S09AREREbizFxcWsXbuW/fv3U11djZ+fHzExMUybNg0vLy+btvn5+UyfPp3s7GyCgoKwWCxkZGTw97//naqqKry8vBg4cCDTp0/n1ltvtelbXl7OqlWr2LVrFzU1NXTr1o0HH3yQe+65x+G8KioquO+++3j99dcZNGgQVquVt99+m48//pizZ8/i4eFB3759SU5OJiwszKbvlStX2LhxI5s3b+bs2bP4+voSHx/PlClTaN++vVPvX2uncCkiIiLXzMmTJ0lOTsbNzY1x48Zx8803889//pOsrCzy8vLIzMzEw8PDaG82m+natStBQUHU1NQwc+ZMjh8/zsiRIwkNDaWsrIxNmzbxj3/8g7Vr19KjRw8Azp49y+TJkzl//jz33nsvoaGh7N+/n0WLFlFUVMTs2bPt5mYymejQoQP9+vWjoaGBefPmsXv3boYNG0ZSUhLnz59n06ZNTJs2jfT0dCIiIoy+S5YsITs7mzvvvJMHH3yQI0eO8Mc//pGioiJWrlyJi4vLT39zWwmFSxEREblmXnnlFerq6njrrbeMIDhmzBhCQkJYtmwZf/nLX5g4caLR3mQyERkZCcB7771HSUkJ8+fPJyEhwWgTFxfH5MmTee2111ixYgUAK1eu5Ny5c/z+979nzJgxAEaYXb9+PTExMQwYMMBmbmazmUGDBtGmTRu2b9/O7t27mTRpEo8++qjRZtSoUSQlJbFs2TI2btwIwOHDh8nOziYhIYH58+cbbbt06cIbb7zBxx9/zPDhw515G1s1PXMpIiIi10RdXR0HDhygX79+RrBsMmLECAD2799vlFVVVVFcXMzQoUMB2L17N23atGHUqFE2fUNCQujevbvRt66uDpPJxC9/+UubEAowefJkALKzs+3mlpeXZ4y1Z88eAMaOHWvTLiAggAEDBnD8+HEsFgsAOTk5AIwfP96mbWJiIu3atTPqbxRauRQREWlFLufNaukpNMsjPP1H9Xdzc2PDhg00NDTY1Z07d85o08RkMuHh4UH//v0BeP755zl37pxNG4CGhgbOnz+Pq2vjmpnFYqGmpoaePXvabUffdNNN/Md//AeFhYU25fn5+Xz99dfccccdAKSkpDBu3Dj8/f2bnWvTeAUFBXh7e9O1a1ebdu3bt6dHjx4cPnz4e+7M9UXhUkREpBX55mJRS0/hJ+Pq6kpQUJDDuvXr1wMwcOBAo8xsNhMeHk7btm0B6Ny5M507d7bru337dr744guio6MBjGc2L126ZNf2ypUrfPXVV1itVptyk8lEz549CQgIAMDHxwcfHx+7/gcPHqSgoIBevXrh7e0NQGVlJTfffLPD3+Xv709hYSHV1dV2h5WuV9oWFxERkRb14YcfsmXLFgICArj//vsBqK+vZ+/evcbzls0pKSlh6dKluLm5kZycDICXlxc9evTg4MGDnD171qb9jh07qK+vp6amxqbcbDZ/71iVlZU888wzAEybNs0or66utjmE9G1NJ8UvX7581WtfTxQuRUREpMXk5OTw/PPP4+Hhwcsvv0yHDh0AOHDgAJcuXbpq4Dty5AiPPvooX331FXPmzOG2224z6qZNm0ZNTQ2PP/44u3btoqysjA8//JD/+q//wtvbG3f3f23elpaWcvLkyauOVVZWxsyZMzl79iwTJkwgJibGqHO0zf/duqYt9BuBtsVFRESkRWRmZrJ69Wq8vLxYvnw5oaGhRp3ZbKZbt24EBgY67GsymXj66af5+uuvmTNnDuPGjbOp/81vfsPChQtJT0/n8ccfB6Bjx448/vjj/PWvf6WkpMRmLC8vL/r27etwrMLCQubMmcOXX37J+PHjSU1Ntanv0KGD3TZ7k6byG2VLHBQuRUREWhVX75CWnsJPrr6+nsWLF5OTk4O/vz8rVqygV69eNm1MJpNxcvu7Nm3axCuvvIKrqytpaWnEx8c7bHffffdx1113cezYMVxdXenZsydt27YlIyODX/ziF0Y7s9lMRESEzWpmk507d7Jw4UJqampITU1lwoQJdm26dOlCRUWFwzlUVlbi4+NDu3btmr0f1xuFSxERkVbkx57Ibu2uXLnC008/TW5uLj179iQ9Pd3uRHZ5eTnHjx9n3rx5dv3fe+89VqxYgbe3N0uWLLF7V2UTk8nExYsXueeee2y+pvP5559TXl7OvffeC0BNTQ379u1zOFZubi4LFizAzc2NxYsXM2zYMIdjhYWFUVRURGlpqc2BJavVSklJCUOGDPn+G3MduXEeABAREZEWt3r1anJzc+nduzdr1qxx+Kofk8mEp6cn/fr1synftWsX6enpdOzYkdWrVzcbLAE++ugjnnvuOU6dOmWU1dXV8eqrr9KuXTvj/ZX79++npqbGeAVRk2PHjrFo0SLc3d1ZuXJls8ES4O677wbg3XfftSnfsGEDtbW1RpC9UWjlUkRERK6J8vJy1q1bh4uLC7GxsXz66ad2bXx9fY0v5Xx3m3r58uU0NDQQFRXF0aNHOXr0qF3/pu+GT5w4kf/93/8lJSWF/+//+/9o374927Zto6CggAULFhivNDKZTAQHB9u94ujVV1+lpqaGoUOHUllZybZt2+zGio2NNb43PnLkSLKzs7l48SJDhgyhsLCQzZs3ExUVRWxs7A+9ZT9LLhaLpfkjTiIiIuJUVVVV+Pn5tfQ0WsQHH3zAc889d9U2ffr0obi4mNmzZzN69GijvLy83O7LPI40fVkHGg/irF69msLCQr755huCg4OZNGkSgwcPNtqMHTuWuLg4Zs6caZTV19cTExNDXV3dVcfavHkzXbp0Mfq8++67vP/++1RWVuLv78/dd9/Nww8/bLyOyJla89+RwqWIiMg11JpDgfx8tOa/Iz1zKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIi11RpaSkLFy5k5MiRREdHM2XKFD766COHbfPz84mIiKC0tNSu7quvvmLkyJGsWbOm2bFqa2uJjo5m69atANTX1/OnP/2JpKQkfv3rXxMbG8uMGTPYtWuXw/45OTlMmDCB6Oho7rnnHpYsWcLFixd/wK++cShcioiIyDVTUVFBcnIyZrOZUaNGkZqairu7OwsWLGDdunV27c1mM127diUoKMim3Gq1MnfuXCorK6863r59+7Bardxxxx0AvPTSS6xcuZLOnTuTmprK5MmTqaysZNasWeTk5Nj0feedd0hLS6Njx46kpKRw9913s2XLFmbOnInVav2Rd+L65d7SExAREZEbx6pVqzh//jyZmZmEhYUBkJCQwKRJk8jIyCAhIQEvLy+jvclkIjIy0uYaJSUlPP3005SUlHzveGazmeDgYPz8/Dh06BBbt27lrrvu4oUXXjDajB07lvHjx5Oenk58fDxt2rShoqKCjIwMIiMjWb58Oa6ujetxISEhLFy4kKysLB566CFn3JLrjlYuRURE5JpxcXEhMjLSCJYAbm5uhIeHY7VaOXnypFFeVVVFcXExQ4cONcreeecdJkyYQFVVFf/5n//5veOZzWYjnO7ZswdoDJPf5uXlRUxMDBcvXuTYsWMAbN++nbq6OpKSkoxgCRAfH09gYKDdKqf8i1YuRUREWpE1H6S19BSaNe3eZ370NRYtWuSw/MiRI7i6uhIQEGCUmUwmPDw86N+/v027kSNHMn36dE6ePMmf//znZsc6c+YMp0+fNsJlYmIi0dHR3HLLLXZtz507BzQGXYCCggIAmxDcJDQ0lE8++YTq6mqbVVZppHApIiLSipyu+v6t3utFdXU1p06dIisri7y8PBITE+ncubNRbzabCQ8Pp23btkbZc889Z/z726ucjphMJry9venTpw/QuEIZHBxs1660tJQdO3bQsWNHevToAUBlZSU33XQTnp6edu39/f0BKCsrc3i9G53CpYiIiLSItLQ0duzYATSuEE6ePNmoq6+vZ+/evTz22GM2fb4dNL+PyWRi8ODBxmqkI9XV1cyfP5/a2lpSUlJwd3c3yj08PBz2ad++PYAO9TRDz1yKiIhIi7jvvvtYunQpU6ZMobi4mIkTJxqvHDpw4ACXLl2yO8zzf2W1WsnPz79q/wsXLpCamkpRURFxcXE88MADRl1DQ0Oz/Zrqvv0spvyL7oqIiIi0iKioKGJiYpgxYwYvvvgilZWVZGZmAo1b4t26dSMwMPAHXTsvL4/a2lrjFUTfdfr0aZKTkykoKGD48OGkpaXh4uJi1Ht6eja7MtlUructHdO2uIiISCvyS78eLT2FFhEVFYWnpyefffYZ0Lil/e1T4v8us9lMSEgIvr6+dnWHDh1i7ty5WCwWEhMTmTVrlt0qZJcuXSgqKuLy5ct22+OVlZW4urri5+f3g+d3PVO4FBERaUWccSK7tbJYLEydOpXg4GAWL15sU1dXV0dtbS3t2rWjvLyc48ePM2/evB88ltlsZsSIEXblBw8eJDU1lZqaGp544gkSExMd9u/duze5ubkcPnyY8PBwm7rCwkK6d+/u8LCPaFtcRERErhEfHx/c3d3ZuXOn3QvQ169fT11dHbGxsZhMJjw9PenXr98PGufEiROUlZXZbYlXVVUxb948rFYrzz77bLPBEiAuLg53d3fWrVtn8/zl9u3bKS8vZ+TIkT9objcCrVyKiIjINfPkk0+SmprKzJkzGTduHL6+vuTl5ZGbm8vtt99OUlISTz31FIMGDTJObv+7TCYTPj4+9O7d26Z87dq1WCwWwsLCaGhoYNu2bXZ9IyIi6NSpE4GBgUyePJmMjAxSUlKIi4vj1KlTbNy4kdDQUMaMGfOD5nYjULgUERGRa6Z///5kZmayZs0aNm7ciNVqJSgoiOnTpzNx4kRcXFzIy8tj9uzZP3iMXbt2MWTIELvnKHfv3g00viC96SXp37Vq1So6deoEwCOPPIKvry9ZWVksXboUX19fRo8ezfTp043XEYk9F4vF0vxZexEREXGqqqoqHQSRH601/x3pmUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRr3lp6AiIiI3FhKS0t58803yc/P5+LFi/Ts2ZOkpCSGDx9u1zY/P5/p06eTnZ1NUFAQFouFjIwM/v73v1NVVYWXlxcDBw5k+vTp3HrrrXb9a2triYuLY+7cuYwaNYr6+no2btxITk4Op0+fxt3dnZCQEB5++GHuuOMOu/45OTls2LCBU6dO4enpyW9+8xtmzJiBt7f3T3FrrgsKlyIiInLNVFRUkJycTF1dHQ8++CC+vr789a9/ZcGCBZSXlzNx4kSb9mazma5duxIUFERNTQ0zZ87k+PHjjBw5ktDQUMrKyti0aRP/+Mc/WLt2LT169LDpv2/fPqxWqxEcX3rpJbZu3crgwYNJSEjg8uXLbNmyhVmzZrFw4UJGjhxp9H3nnXd44403GDRoECkpKZSVlZGVlcXBgwfJzMykffv2P/0N+xlSuBQREZFrZtWqVZw/f57MzEzCwsIASEhIYNKkSWRkZJCQkICXl5fR3mQyERkZCcB7771HSUkJ8+fPJyEhwWgTFxfH5MmTee2111ixYoXNeGazmeDgYPz8/Dh06BBbt27lrrvu4oUXXjDajB07lvHjx5Oenk58fDxt2rShoqKCjIwMIiMjWb58Oa6ujU8ShoSEsHDhQrKysnjooYd+svv0c6ZnLkVEROSacXFxITIy0giWAG5uboSHh2O1Wjl58qRRXlVVRXFxMUOHDgVg9+7dtGnThlGjRtlcMyQkhO7du7N//3678cxmsxFO9+zZAzSGyW/z8vIiJiaGixcvcuzYMQC2b99OXV0dSUlJRrAEiI+PJzAwkJycnB9zG65rWrkUERFpRbZs2dLSU2jW/fff/6OvsWjRIoflR44cwdXVlYCAAKPMZDLh4eFB//79AXj++ec5d+4cbm5uNn0bGho4f/68TQgEOHPmDKdPnzbCZWJiItHR0dxyyy124587dw7AuHZBQQGATQhuEhoayieffEJ1dbXNKqs0UrgUERFpRSorK1t6CtdMdXU1p06dIisri7y8PBITE+ncubNRbzabCQ8Pp23btgB07tzZpr7J9u3b+eKLL4iOjrYpN5lMeHt706dPH6BxhTI4ONiuf2lpKTt27KBjx47GM5uVlZXcdNNNeHp62rX39/cHoKyszOH1bnQKlyIiItIi0tLS2LFjB9C4Qjh58mSjrr6+nr179/LYY49d9RolJSUsXboUNzc3kpOTbepMJhODBw+2W+n8turqaubPn09tbS0pKSm4u7sb5R4eHg77NB3ksVqt3/sbb0R65lJERERaxH333cfSpUuZMmUKxcXFTJw4kdLSUgAOHDjApUuXjC1tR44cOcKjjz7KV199xZw5c7jtttuMOqvVSn5+/lX7X7hwgdTUVIqKioiLi+OBBx4w6hoaGprt11T33W14aaS7IiIiIi0iKiqKmJgYZsyYwYsvvkhlZSWZmZlA45Z4t27dCAwMdNjXZDIxY8YMLBYLc+bMYdy4cTb1eXl51NbWOnx3JcDp06dJTk6moKCA4cOHk5aWhouLi1Hv6enZ7MpkU7met3RM2+IiIiKtSNPzfDeaqKgoPD09+eyzz4DG8Nh0Svy7Nm3axCuvvIKrqytpaWnEx8fbtTGbzYSEhODr62tXd+jQIebOnYvFYiExMZFZs2bZrUJ26dKFoqIiLl++bLc9XllZiaurK35+fj/0517XFC5FRERaEWecyG6tLBYLU6dOJTg4mMWLF9vU1dXVUVtbS7t27SgvL+f48ePMmzfP7hrvvfceK1aswNvbmyVLljBgwACHY5nNZkaMGGFXfvDgQVJTU6mpqeGJJ54gMTHRYf/evXuTm5vL4cOHCQ8Pt6krLCyke/fuDg/7iLbFRURE5Brx8fHB3d2dnTt3UlJSYlO3fv166urqiI2NxWQy4enpSb9+/Wza7Nq1i/T0dDp27Mjq1aubDZYnTpygrKzMbku8qqqKefPmYbVaefbZZ5sNltD4YnZ3d3fWrVtn8/zl9u3bKS8vt/mSj9jSyqWIiIhcM08++SSpqanMnDmTcePG4evrS15eHrm5udx+++0kJSXx1FNPMWjQIOPkdpPly5fT0NBAVFQUR48e5ejRo3bXv+eeezCZTPj4+NC7d2+burVr12KxWAgLC6OhoYFt27bZ9Y+IiKBTp04EBgYyefJkMjIySElJIS4ujlOnTrFx40ZCQ0MZM2aMc2/MdcTFYrE0fxxKREREnKqqquqGf1bv6NGjrFmzhvz8fKxWK0FBQcTHxzNx4kRcXFyIi4tj9uzZjB492uhTXl5u92UeR/bs2cNjjz2Gr68vaWlpNnWjR4+mrKzsqv1XrVrFwIEDjX9v2rSJrKwszpw5g6+vL9HR0UyfPh1vb+9/70c7WWv+O1K4FBERuYZacyiQn4/W/HekZy5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRETkmiotLWXhwoWMHDmS6OhopkyZwkcffeSwbX5+PhEREZSWlgJw6dIlXn/9dcaOHUtUVBTjxo3jnXfeob6+3mH/2tpaoqOj2bp1KwD19fX86U9/IikpiV//+tfExsYyY8YMdu3a5bB/Tk4OEyZMIDo6mnvuuYclS5Zw8eJFJ9yF65d7S09AREREbhwVFRUkJydTV1fHgw8+iK+vL3/9619ZsGAB5eXlTJw40aa92Wyma9euBAUFUV9fz+zZs/nnP//JqFGj+NWvfsWhQ4d44403OHjwICtWrLAbb9++fVitVu644w4AXnrpJbZu3crgwYNJSEjg8uXLbNmyhVmzZhmBt8k777zDG2+8waBBg0hJSaGsrIysrCwOHjxIZmYm7du3/2lv1s+UwqWIiIhcM6tWreL8+fNkZmYSFhYGQEJCApMmTSIjI4OEhAS8vLyM9iaTicjISAC2bdvGgQMHeOyxx3jooYcAGDNmDF5eXmRlZbFnzx4iIiJsxjObzQQHB+Pn58ehQ4fYunUrd911Fy+88ILRZuzYsYwfP5709HTi4+Np06YNFRUVZGRkEBkZyfLly3F1bdzsDQkJYeHChWRlZRlzEFvaFhcREZFrxsXFhcjISCNYAri5uREeHo7VauXkyZNGeVVVFcXFxQwdOhSA6upqevbsyf33329zzcGDBwNQVFRkN57ZbDbC6Z49e4DGMPltXl5exMTEcPHiRY4dOwbA9u3bqaurIykpyQiWAPHx8QQGBpKTk/OD78H1TiuXIiIircjG0X9q6Sk068HN43/0NRYtWuSw/MiRI7i6uhIQEGCUmUwmPDw86N+/PwBJSUkkJSU57AsQGBhoU37mzBlOnz5thMvExESio6O55ZZb7K5x7tw5oDHoAhQUFADYhOAmoaGhfPLJJ1RXV9usskojhUsREZFWpDz/bEtP4Zqprq7m1KlTZGVlkZeXR2JiIp07dzbqzWYz4eHhtG3b1q5vTU0NZ8+eZceOHbz11lv07t2b2NhYmzYmkwlvb2/69OkDNK5QBgcH212rtLSUHTt20LFjR3r06AFAZWUlN910E56ennbt/f39ASgrK3N4vRudwqWIiIi0iLS0NHbs2AE0rhBOnjzZqKuvr2fv3r089thjDvtu3ryZZcuWAfAf//EfPPnkk7Rp08amjclkYvDgwcZqpCPV1dXMnz+f2tpaUlJScHd3N8o9PDwc9mk6yGO1Wv9vP/QGo2cuRUREpEXcd999LF26lClTplBcXMzEiRONVw4dOHCAS5cuGVva3xUWFsbSpUuZO3cubdu2JTk5mU8//dSot1qt5OfnN9sf4MKFC6SmplJUVERcXBwPPPCAUdfQ0NBsv6a6bz+LKf+iuyIiIiItIioqipiYGGbMmMGLL75IZWUlmZmZQOOWeLdu3eyeo2zSu3dvYmJieOCBB1i7di1t27bllVdeMerz8vKora01XkH0XadPnyY5OZmCggKGDx9OWloaLi4uRr2np2ezK5NN5Xre0jFti4uIiLQiN/d3HKaud1FRUXh6evLZZ58BjVvaTafEv09AQAADBgzg008/xWKx4OPjg9lsJiQkBF9fX7v2hw4dYu7cuVgsFhITE5k1a5bdKmSXLl0oKiri8uXLdtvjlZWVuLq64ufn9wN/7fVN4VJERKQVccaJ7NbKYrEwdepUgoODWbx4sU1dXV0dtbW1tGvXjvLyco4fP868efNs2syePZvPP/+cTZs2Gc9GNvn6669xdXU1Dv+YzWZGjBhhN4eDBw+SmppKTU0NTzzxBImJiQ7n2rt3b3Jzczl8+DDh4eE2dYWFhXTv3t3hYR/RtriIiIhcIz4+Pri7u7Nz505KSkps6tavX09dXR2xsbGYTCY8PT3p16+fTZvAwEDOnj3L+++/b1Oen59Pfn4+gwYNokOHDpw4cYKysjK7LfGqqirmzZuH1Wrl2WefbTZYAsTFxeHu7s66detsnr/cvn075eXlNl/yEVtauRQREZFr5sknnyQ1NZWZM2cybtw4fH19ycvLIzc3l9tvv52kpCSeeuopBg0aZLc6OXXqVMxmM0uXLuXIkSP86le/4vPPPyc7OxsfHx9+97vfAY1b6j4+PvTu3dum/9q1a7FYLISFhdHQ0MC2bdvs5hcREUGnTp0IDAxk8uTJZGRkkJKSQlxcHKdOnWLjxo2EhoYyZsyYn+4m/cy5WCyW5o9DiYiIiFNVVVXd8M/qHT16lDVr1pCfn4/VaiUoKIj4+HgmTpyIi4sLcXFxzJ49m9GjR9v1PX/+PKtXr+bTTz/l3LlzdOrUiaFDhzJ16lTjvj722GP4+vqSlpZm03f06NGUlZVddW6rVq1i4MCBxr83bdpEVlYWZ86cwdfXl+joaKZPn463t/ePvxE/Qmv+O1K4FBERuYZacyiQn4/W/HekZy5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVEROSaKi0tZeHChYwcOZLo6GimTJnCRx995LBtfn4+ERERlJaWOqx//fXXiYiIYN++fQ7ra2triY6OZuvWrQDU19fzpz/9iaSkJH79618TGxvLjBkz2LVrl8P+OTk5TJgwgejoaO655x6WLFnCxYsXf8CvvnEoXIqIiMg1U1FRQXJyMmazmVGjRpGamoq7uzsLFixg3bp1du3NZjNdu3YlKCjIrm7//v0O+3zbvn37sFqt3HHHHQC89NJLrFy5ks6dO5OamsrkyZOprKxk1qxZ5OTk2PR95513SEtLo2PHjqSkpHD33XezZcsWZs6cidVq/RF34frm3tITEBERkRvHqlWrOH/+PJmZmYSFhQGQkJDApEmTyMjIICEhAS8vL6O9yWQiMjLS7jpfffUVzz77LO7u7tTW1jY7ntlsJjg4GD8/Pw4dOsTWrVu56667eOGFF4w2Y8eOZfz48aSnpxMfH0+bNm2oqKggIyODyMhIli9fjqtr43pcSEgICxcuJCsri4ceeshZt+W6opVLERERuWZcXFyIjIw0giWAm5sb4eHhWK1WTp48aZRXVVVRXFzM0KFD7a7z8ssv88033zBmzJirjmc2m41wumfPHqAxTH6bl5cXMTExXLx4kWPHjgGwfft26urqSEpKMoIlQHx8PIGBgXarnPIvWrkUERFpRYbnVLb0FJr10Uj/H32NRYsWOSw/cuQIrq6uBAQEGGUmkwkPDw/69+9v0/bDDz/ko48+4g9/+AMHDhxodqwzZ85w+vRpI1wmJiYSHR3NLbfcYtf23LlzQGPQBSgoKACwCcFNQkND+eSTT6iurrZZZZVGCpciIiKtyN6qupaewjVTXV3NqVOnyMrKIi8vj8TERDp37mzUm81mwsPDadu2rVFWWlrK0qVLSUxMJCIi4qrh0mQy4e3tTZ8+fYDGFcrg4GC7dqWlpezYsYOOHTvSo0cPACorK7npppvw9PS0a+/v3xiyy8rKHF7vRqdwKSIiIi0iLS2NHTt2AI0rhJMnTzbq6uvr2bt3L4899phRduXKFZ599lkCAgJ49NFHv/f6JpOJwYMHG6uRjlRXVzN//nxqa2tJSUnB3d3dKPfw8HDYp3379gA61NMMPXMpIiIiLeK+++5j6dKlTJkyheLiYiZOnGi8cujAgQNcunTJ5jDP22+/TWFhIWlpabRr1+6q17ZareTn5zs8DNTkwoULpKamUlRURFxcHA888IBR19DQ0Gy/prpvP4sp/6K7IiIiIi0iKiqKmJgYZsyYwYsvvkhlZSWZmZlA45Z4t27dCAwMBBqfgczMzCQpKQl/f38sFgsWi8VYPayursZisfDNN98AkJeXR21trfEKou86ffo0ycnJFBQUMHz4cNLS0nBxcTHqPT09m12ZbCrX85aOaVtcRESkFRnk16alp9AioqKi8PT05LPPPgMat7S/fUrcbDZz5coV3n33Xd599127/vPmzQNg8+bNdOnSBbPZTEhICL6+vnZtDx06xNy5c7FYLCQmJjJr1iy7VcguXbpQVFTE5cuX7bbHKysrcXV1xc/P70f/7uuRwqWIiEgr4owT2a2VxWJh6tSpBAcHs3jxYpu6uro6amtradeuHeXl5Rw/ftwIjAD33nsv/fr1s7vmBx98wLZt23j88cfp1asXnTp1AhrD6IgRI+zaHzx4kNTUVGpqanjiiSdITEx0ONfevXuTm5vL4cOHCQ8Pt6krLCyke/fuDg/7iMKliIiIXCM+Pj64u7uzc+dOSkpKjJPZAOvXr6euro7Y2FhMJhOenp42YTIoKMjhV3qaTouHhIQwcOBAAE6cOEFZWZndlnhVVRXz5s3DarXy3HPPcffddzc717i4OFatWsW6desYOHCgsWW+fft2ysvLmTVr1g+8C9c/hUsRERG5Zp588klSU1OZOXMm48aNw9fXl7y8PHJzc7n99ttJSkriqaeeYtCgQcbJ7X+XyWTCx8eH3r1725SvXbsWi8VCWFgYDQ0NbNu2za5vREQEnTp1IjAwkMmTJ5ORkUFKSgpxcXGcOnWKjRs3Ehoa+r0vb7+RKVyKiIjINdO/f38yMzNZs2YNGzduxGq1EhQUxPTp05k4cSIuLi7k5eUxe/bsHzzGrl27GDJkiN1zlLt37wYaDwc1vST9u1atWmVsrT/yyCP4+vqSlZXF0qVL8fX1ZfTo0UyfPt14HZHYc7FYLM2ftRcRERGnqqqq0kEQ+dFa89+RXkUkIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk7j3tITEBERkRtLaWkpb775Jvn5+Vy8eJGePXuSlJTE8OHD7drm5+czffp0srOzCQoKYtu2bSxatMjhde+99167utraWuLi4pg7dy6jRo2ivr6ejRs3kpOTw+nTp3F3dyckJISHH36YO+64w+6aOTk5bNiwgVOnTuHp6clvfvMbZsyYgbe3t3NuxnVI4VJERESumYqKCpKTk6mrq+PBBx/E19eXv/71ryxYsIDy8nImTpxo095sNtO1a1eCgoIAOHbsGABPPfUU7dq1s2nb1Obb9u3bh9VqNYLjSy+9xNatWxk8eDAJCQlcvnyZLVu2MGvWLBYuXMjIkSONvu+88w5vvPEGgwYNIiUlhbKyMrKysjh48CCZmZm0b9/eqffmeqFwKSIiItfMqlWrOH/+PJmZmYSFhQGQkJDApEmTyMjIICEhAS8vL6O9yWQiMjLS+PexY8fw9fVl9OjR/6fxzGYzwcHB+Pn5cejQIbZu3cpdd93FCy+8YLQZO3Ys48ePJz09nfj4eNq0aUNFRQUZGRlERkayfPlyXF0bnyQMCQlh4cKFZGVl8dBDDznhjlx/9MyliIiIXDMuLi5ERkYawRLAzc2N8PBwrFYrJ0+eNMqrqqooLi5m6NChRllxcTHdu3f/P49nNpuNcLpnzx6gMUx+m5eXFzExMVy8eNFYGd2+fTt1dXUkJSUZwRIgPj6ewMBAcnJy/o1ffWPRyqWIiEgr4pH2aEtPoVmXn3njR1+juecljxw5gqurKwEBAUaZyWTCw8OD/v37A3Du3Dm+/PJL4uLiAKirq6OhoYG2bds6vOaZM2c4ffq0ES4TExOJjo7mlltusWt77tw5oDHoAhQUFADYhOAmoaGhfPLJJ1RXV9usskojhUsREZFWxK2ksKWncM1UV1dz6tQpsrKyyMvLIzExkc6dOxv1ZrOZ8PBwIzw2rSqWl5fz0EMPcezYMb755htuu+02fvvb3zJo0CCb65tMJry9venTpw/QuEIZHBxsN4/S0lJ27NhBx44d6dGjBwCVlZXcdNNNeHp62rX39/cHoKyszOH1bnTaFhcREZEWkZaWxqRJk/jwww8JCwtj8uTJRl19fT179+61ed6yuLgYgIMHDzJs2DCWLFlCamoq5eXlpKam8umnn9pc32QyMXjwYGM10pHq6mrmz59PbW0tU6dOxd3d3Sj38PBw2KfpII/Vav1hP/w6p5VLERERaRH33Xcf9957L5999hl//vOfmThxIqtXryYoKIgDBw5w6dIlm3AZGhrK5MmTGTlyJL/85S+N8jvvvJOkpCRefvllhg4diqurK1arlfz8fH7/+983O/6FCxeYPXs2RUVFxMXF8cADDxh1DQ0NzfZrqvv2s5jyL7orIiIi0iKioqKIiYlhxowZvPjii1RWVpKZmQk0bol369aNwMBAo33//v2ZOXOmTbAECAwMJCYmhsrKSo4fPw5AXl4etbW1Dt9dCXD69GmSk5MpKChg+PDhpKWl4eLiYtR7eno2uzLZVK7nLR3TyqWIiEgrcqVHaEtPoUVERUXh6enJZ599BjRuaX/7lPj36dSpEwCXLl0CGsNpSEgIvr6+dm0PHTrE3LlzsVgsJCYmMmvWLLtVyC5dulBUVMTly5fttscrKytxdXXFz8/v3/qNNwqFSxERkVbEGSeyWyuLxcLUqVMJDg5m8eLFNnV1dXXU1tbSrl07ysvLOX78OPPmzbNpM3fuXD7//HP+/Oc/273AvGnF8he/+AXQGC5HjBhhN4eDBw+SmppKTU0NTzzxBImJiQ7n2rt3b3Jzczl8+DDh4eE2dYWFhXTv3t3hYR/RtriIiIhcIz4+Pri7u7Nz505KSkps6tavX09dXR2xsbGYTCY8PT3p16+fTZvOnTtz5swZNm/ebFO+b98+zGYzQ4cOxdfXlxMnTlBWVma3JV5VVcW8efOwWq08++yzzQZLgLi4ONzd3Vm3bp3N85fbt2+nvLzc5ks+YksrlyIiInLNPPnkk6SmpjJz5kzGjRuHr68veXl55Obmcvvtt5OUlMRTTz3FoEGDjJPbTR555BHMZjMrV67k2LFj9O7dm+PHj/Pf//3f+Pn5GSudJpMJHx8fevfubdN/7dq1WCwWwsLCaGhoYNu2bXbzi4iIoFOnTgQGBjJ58mQyMjJISUkhLi6OU6dOsXHjRkJDQxkzZsxPd5N+5lwsFkvzx6FERETEqaqqqm74Z/WOHj3KmjVryM/Px2q1EhQURHx8PBMnTsTFxYW4uDhmz57t8BOPX375JWvWrMFkMvHll1/i6+vL0KFDeeSRR4z7+thjj+Hr60taWppN39GjR1NWVnbVua1atYqBAwca/960aRNZWVmcOXMGX19foqOjmT59Ot7e3j/+RvwIrfnvSOFSRETkGmrNoUB+Plrz35GeuRQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadxb+kJiIiIyI2ltLSUN998k/z8fC5evEjPnj1JSkpi+PDhdm3z8/OZPn062dnZBAUFAbBr1y7effddioqKcHNz47bbbmPGjBn07t3brn9tbS1xcXHMnTuXUaNGUV9fz8aNG8nJyeH06dO4u7sTEhLCww8/zB133GHXPycnhw0bNnDq1Ck8PT35zW9+w4wZM/D29nb+jblOaOVSRERErpmKigqSk5Mxm82MGjWK1NRU3N3dWbBgAevWrbNrbzab6dq1qxEst2zZwqxZs7hw4QIzZsxgwoQJHDt2jOnTp1NYWGjXf9++fVitViM4vvTSS6xcuZLOnTuTmprK5MmTqaysZNasWeTk5Nj0feedd0hLS6Njx46kpKRw9913s2XLFmbOnInVav0J7s71QSuXIiIics2sWrWK8+fPk5mZSVhYGAAJCQlMmjSJjIwMEhIS8PLyMtqbTCYiIyMBqKysZNmyZYSEhLB69Wrat28PwLBhw3jwwQd58803efXVV23GM5vNBAcH4+fnx6FDh9i6dSt33XUXL7zwgtFm7NixjB8/nvT0dOLj42nTpg0VFRVkZGQQGRnJ8uXLcXVtXI8LCQlh4cKFZGVl8dBDD/2k9+rnSiuXIiIics24uLgQGRlpBEsANzc3wsPDsVqtnDx50iivqqqiuLiYoUOHAvDhhx9itVp5/PHHjWAJ8Mtf/pLHH3+cwYMH241nNpuNcLpnzx6gMUx+m5eXFzExMVy8eJFjx44BsH37durq6khKSjKCJUB8fDyBgYF2q5zyL1q5FBERaUUu581q6Sk0yyM8/UdfY9GiRQ7Ljxw5gqurKwEBAUaZyWTCw8OD/v37A5CXl4eXlxe33347APX19dTX19O+fXsefPBBu2ueOXOG06dPG+EyMTGR6OhobrnlFru2586dAxqDLkBBQQGATQhuEhoayieffEJ1dbXNKqs0UrgUERFpRb65WNTSU7hmqqurOXXqFFlZWeTl5ZGYmEjnzp2NerPZTHh4OG3btgXgxIkT3HzzzXz++ee8+uqr5OXlceXKFXr06MFjjz1mrHA2MZlMeHt706dPH6BxhTI4ONhuHqWlpezYsYOOHTvSo0cPoHEL/qabbsLT09Ouvb+/PwBlZWUOr3ej07a4iIiItIi0tDQmTZrEhx9+SFhYGJMnTzbq6uvr2bt3r7HqCHDx4kUuXrzItGnT8PHx4YUXXuB3v/sdly5dYs6cOezYscPm+iaTicGDBxurkY5UV1czf/58amtrmTp1Ku7u7ka5h4eHwz5NW/I61OOYwqWIiIi0iPvuu4+lS5cyZcoUiouLmThxIqWlpQAcOHCAS5cu2YTLuro6Kisruffee3n++ecZNmwY48aNY+3atXh4eLBs2TIaGhqAxuCXn59v0/+7Lly4QGpqKkVFRcTFxfHAAw8YdU3XcaSp7tvPYsq/6K6IiIhIi4iKiiImJoYZM2bw4osvUllZSWZmJtC4Jd6tWzcCAwON9k0rht99vtLf35/o6GgqKio4ceIE0Ph8Zm1trcN3VwKcPn2a5ORkCgoKGD58OGlpabi4uBj1np6eza5MNpXreUvH9MyliIhIK+LqHdLSU2gRUVFReHp68tlnnwGNW9rffYYyICCAzz//nE6dOtn1byqrrq4GGsNpSEgIvr6+dm0PHTrE3LlzsVgsJCYmMmvWLLtVyC5dulBUVMTly5fttscrKytxdXXFz8/vh//g65jCpYiISCvijBPZrZXFYmHq1KkEBwezePFim7q6ujpqa2tp164d5eXlHD9+nHnz5tm0CQsL4/PPP6e4uJi+ffva1J05cwbAWOk0m82MGDHCbg4HDx4kNTWVmpoannjiCRITEx3OtXfv3uTm5nL48GHCw8Nt6goLC+nevbvDwz6ibXERERG5Rnx8fHB3d2fnzp2UlJTY1K1fv566ujpiY2MxmUx4enrSr18/mzb33XcfABkZGVy5csUoLykp4e9//zsDBw6kc+fOnDhxgrKyMrst8aqqKubNm4fVauXZZ59tNlgCxMXF4e7uzrp162yev9y+fTvl5eWMHDnyh96G655WLkVEROSaefLJJ0lNTWXmzJmMGzcOX19f8vLyyM3N5fbbbycpKYmnnnqKQYMGGSe3m9x+++2MHz+eP/3pT0ybNo177rmHc+fOsXHjRtq1a8fcuXOBxi11Hx8fu2+Nr127FovFQlhYGA0NDWzbts1ufhEREXTq1InAwEAmT55MRkYGKSkpxMXFcerUKTZu3EhoaChjxoz56W7Sz5yLxWJp/jiUiIiIOFVVVdUN/6ze0aNHWbNmDfn5+VitVoKCgoiPj2fixIm4uLgQFxfH7NmzGT16tMP+H3zwAVlZWXz++ee0b9+egQMHMmPGDG699VYAHnvsMXx9fUlLS7PpN3r0aMrKyq46t1WrVjFw4EDj35s2bSIrK4szZ87g6+tLdHQ006dPx9vb+0fdgx+rNf8dKVyKiIhcQ605FMjPR2v+O9IzlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNO4tPQERERG5sZSWlvLmm2+Sn5/PxYsX6dmzJ0lJSQwfPtyubX5+PtOnTyc7O5tHH32Us2fPXvXamzdvpkuXLsa/a2triYuLY+7cuYwaNYr6+no2btxITk4Op0+fxt3dnZCQEB5++GHuuOMOu+vl5OSwYcMGTp06haenJ7/5zW+YMWMG3t7eP/5GXKcULkVEROSaqaioIDk5mbq6Oh588EF8fX3561//yoIFCygvL2fixIk27c1mM127diUoKIjZs2dz+fJlu2t+9tlnbNiwgbCwMPz9/W3q9u3bh9VqNYLjSy+9xNatWxk8eDAJCQlcvnyZLVu2MGvWLBYuXMjIkSONvu+88w5vvPEGgwYNIiUlhbKyMrKysjh48CCZmZm0b9/+J7hDP38KlyIiInLNrFq1ivPnz5OZmUlYWBgACQkJTJo0iYyMDBISEvDy8jLam0wmIiMjAYiNjbW73qVLl1i7di0+Pj7813/9F+7uttHGbDYTHByMn58fhw4dYuvWrdx111288MILRpuxY8cyfvx40tPTiY+Pp02bNlRUVJCRkUFkZCTLly/H1bXxScKQkBAWLlxIVlYWDz30kLNvz3VBz1yKiIjINePi4kJkZKQRLAHc3NwIDw/HarVy8uRJo7yqqori4mKGDh3a7PVWrVrF6dOnmTVrFgEBAXb1ZrPZCKd79uwBGsPkt3l5eRETE8PFixc5duwYANu3b6euro6kpCQjWALEx8cTGBhITk7OD/j1NwatXIqIiLQiaz5Ia+kpNGvavc/86GssWrTIYfmRI0dwdXW1CYgmkwkPDw/69+/vsM/x48fZtGkT/fr1Y8SIEXb1Z86c4fTp00a4TExMJDo6mltuucWu7blz54DGoAtQUFAAYBOCm4SGhvLJJ59QXV1ts8oqjRQuRUREWpHTVSUtPYVrprq6mlOnTpGVlUVeXh6JiYl07tzZqDebzYSHh9O2bVuH/desWcOVK1d47J5bNGkAAQAASURBVLHHHNabTCa8vb3p06cP0LhCGRwcbNeutLSUHTt20LFjR3r06AFAZWUlN910E56ennbtm57rLCsrc3i9G53CpYiIiLSItLQ0duzYATSuEE6ePNmoq6+vZ+/evc0Gx7Nnz7Jjxw4GDhxI3759HbYxmUwMHjzYWI10pLq6mvnz51NbW0tKSorxzGZ1dTUeHh4O+zQd5LFard/7G29EeuZSREREWsR9993H0qVLmTJlCsXFxUycOJHS0lIADhw4wKVLl4wt7e/Kzs7mypUrzR6qsVqt5OfnN9sf4MKFC6SmplJUVERcXBwPPPCAUdfQ0NBsv6a6bz+LKf+iuyIiIiItIioqipiYGGbMmMGLL75IZWUlmZmZQOOWeLdu3QgMDHTYNzc3F19fXyIiIhzW5+XlUVtb6/DdlQCnT58mOTmZgoIChg8fTlpaGi4uLka9p6dnsyuTTeV63tIxbYuLiIi0Ir/069HSU2gRUVFReHp68tlnnwGNW9rNnRI/ceIEp06d4oEHHmh2y9tsNhMSEoKvr69d3aFDh5g7dy4Wi4XExERmzZpltwrZpUsXioqKuHz5st32eGVlJa6urvj5+f2Qn3rdU7gUERFpRZxxIru1slgsTJ06leDgYBYvXmxTV1dXR21tLe3ataO8vJzjx48zb948h9fJz88HYMiQIc2OZTabHZ4gP3jwIKmpqdTU1PDEE0+QmJjosH/v3r3Jzc3l8OHDhIeH29QVFhbSvXt3h4d9RNviIiIico34+Pjg7u7Ozp07KSmxPRW/fv166urqiI2NxWQy4enpSb9+/Rxep2l187bbbnNYf+LECcrKyuy2xKuqqpg3bx5Wq5Vnn3222WAJEBcXh7u7O+vWrbN5/nL79u2Ul5fbfMlHbGnlUkRERK6ZJ598ktTUVGbOnMm4cePw9fUlLy+P3Nxcbr/9dpKSknjqqacYNGiQ3dd2mpw8eZJ27drRqVMnh/UmkwkfHx969+5tU7527VosFgthYWE0NDSwbds2u74RERF06tSJwMBAJk+eTEZGBikpKcTFxXHq1Ck2btxIaGgoY8aM+fE34zqlcCkiIiLXTP/+/cnMzGTNmjVs3LgRq9VKUFAQ06dPZ+LEibi4uJCXl8fs2bObvYbFYrnqYZpdu3YxZMgQu+cod+/eDTS+IL3pJenftWrVKiO0PvLII/j6+pKVlcXSpUvx9fVl9OjRTJ8+Xd8VvwoXi8XS/Fl7ERERcaqqqiodBJEfrTX/HemZSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGveWnoCIiIjcWEpLS3nzzTfJz8/n4sWL9OzZk6SkJIYPH27XNj8/n+nTp5OdnU1QUBCXLl1i9erV7Nixgy+++AJfX19iYmKYOXMmXl5edv1ra2uJi4tj7ty5jBo1ivr6ejZu3EhOTg6nT5/G3d2dkJAQHn74Ye644w67/jk5OWzYsIFTp07h6enJb37zG2bMmIG3t/dPcm+uBwqXIiIics1UVFSQnJxMXV0dDz74IL6+vvz1r39lwYIFlJeXM3HiRJv2ZrOZrl27EhQURH19PY899hiHDx/mrrvuYsCAAXz22Wds2rSJgwcPkpmZSbt27Wz679u3D6vVagTHl156ia1btzJ48GASEhK4fPkyW7ZsYdasWSxcuJCRI0cafd955x3eeOMNBg0aREpKCmVlZWRlZRljtW/f/qe/YT9DCpciIiJyzaxatYrz58+TmZlJWFgYAAkJCUyaNImMjAwSEhJsViBNJhORkZEA/O1vf+Pw4cOMGTOG3//+90abgIAA1qxZwwcffMCYMWNsxjObzQQHB+Pn58ehQ4fYunUrd911Fy+88ILRZuzYsYwfP5709HTi4+Np06YNFRUVZGRkEBkZyfLly3F1bXySMCQkhIULF5KVlcVDDz30k92nnzM9cykiIiLXjIuLC5GRkUawBHBzcyM8PByr1crJkyeN8qqqKoqLixk6dCgAp06dAuDXv/61zTVjY2MBOHLkiN14ZrPZCKd79uwBGsPkt3l5eRETE8PFixc5duwYANu3b6euro6kpCQjWALEx8cTGBhITk7OD/r9NwKtXIqIiLQiW7ZsaekpNOv+++//0ddYtGiRw/IjR47g6upKQECAUWYymfDw8KB///4A3HLLLQB8/vnnNgGzKZD6+/vbXPPMmTOcPn3aCJeJiYlER0cb1/m2c+fOAY1BF6CgoADAJgQ3CQ0N5ZNPPqG6utrhc543OoVLERGRVqSysrKlp3DNVFdXc+rUKbKyssjLyyMxMZHOnTsb9WazmfDwcNq2bQtAdHQ0MTExvP3223Tu3Jn+/ftTXFzM8uXL8ff3twu/JpMJb29v+vTpAzSuUAYHB9vNo7S0lB07dtCxY0d69OgBNP4/3HTTTXh6etq1bwqxZWVlDq93o1O4FBERkRaRlpbGjh07gMYVwsmTJxt19fX17N27l8cee8woc3Nz45FHHuHUqVM8++yzRrmvry+rVq2yCabQGC4HDx5srEY6Ul1dzfz586mtrSUlJQV3d3ej3MPDw2GfpoM8Vqv13/q9Nwo9cykiIiIt4r777mPp0qVMmTKF4uJiJk6cSGlpKQAHDhzg0qVLxpY2NJ78njJlCpWVlUyfPp2lS5eSkpLCN998w/Tp0zl69KjR1mq1kp+fb9P/uy5cuEBqaipFRUXExcXxwAMPGHUNDQ3N9muq+/azmPIvWrkUERGRFhEVFQVATEwMvXv3Zs6cOWRmZvLMM89gNpvp1q0bgYGBRvtVq1ZRX1/PqlWrjK1uaNwunzBhAi+++CJ//OMfAcjLy6O2ttbhuysBTp8+zezZszl16hTDhw/nueeew8XFxaj39PTkwoULDvs2rVjqeUvHFC5FRERake8eSrlRREVF4enpyWeffQY0bmk3nRJvcuzYMW699VabYAmNB30GDBjArl27jEM2ZrOZkJAQfH197cY6dOgQc+fOxWKxkJiYyKxZs+xWIbt06UJRURGXL1+22x6vrKzE1dUVPz8/Z/z0647CpYiISCvijBPZrZXFYmHq1KkEBwezePFim7q6ujpqa2tp164d5eXlHD9+nHnz5tm0adOmDd98843DazeVN21Zm81mRowYYdfu4MGDpKamUlNTwxNPPEFiYqLD6/Xu3Zvc3FwOHz5MeHi4TV1hYSHdu3d3eNhH9MyliIiIXCM+Pj64u7uzc+dOSkpKbOrWr19PXV0dsbGxmEwmPD096devn02boUOHcuLECXbt2mVTfuzYMfLz8wkNDeWmm27ixIkTlJWV2W2JV1VVMW/ePKxWK88++2yzwRIgLi4Od3d31q1bZ/P85fbt2ykvL7f5ko/Y0sqliIiIXDNPPvkkqampzJw5k3HjxuHr60teXh65ubncfvvtJCUl8dRTTzFo0CDj5HaT3/72t+zfv5958+Zx//3306tXL06fPs1///d/4+7uzpNPPgk0bqn7+PjQu3dvm/5r167FYrEQFhZGQ0MD27Zts5tfREQEnTp1IjAwkMmTJ5ORkUFKSgpxcXGcOnWKjRs3EhoaavclIPkXF4vF0vxxKBEREXGqqqqqG/5ZvaNHj7JmzRry8/OxWq0EBQURHx/PxIkTcXFxIS4ujtmzZzN69Gi7vl9++SVr167l008/5csvv6Rjx46Eh4fzyCOPGC9Hf+yxx/D19SUtLc2m7+jRoykrK7vq3FatWsXAgQONf2/atImsrCzOnDmDr68v0dHRTJ8+HW9v7x9/I36E1vx3pHApIiJyDbXmUCA/H63570jPXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIyDVVWlrKwoULGTlyJNHR0UyZMoWPPvrIYdv8/HwiIiIoLS0F4MKFCyxZsoQRI0YQFRXFf/7nf7Jx40a++eYbh/1ra2uJjo5m69atANTX1/OnP/2JpKQkfv3rXxMbG8uMGTPYtWuXw/45OTlMmDCB6Oho7rnnHpYsWcLFixedcBeuX+4tPQERERG5cVRUVJCcnExdXR0PPvggvr6+/PWvf2XBggWUl5czceJEm/Zms5muXbsSFBTEV199xSOPPMKJEyeIjY0lIiKCo0ePsmLFCvbv389LL72Ei4uLTf99+/ZhtVq54447AHjppZfYunUrgwcPJiEhgcuXL7NlyxZmzZplBN4m77zzDm+88QaDBg0iJSWFsrIysrKyOHjwIJmZmbRv3/6nv2E/QwqXIiIics2sWrWK8+fPk5mZSVhYGAAJCQlMmjSJjIwMEhIS8PLyMtqbTCYiIyMBePvttzlx4gQPPfQQjz32mNEmODiYJUuW8OGHH3LvvffajGc2mwkODsbPz49Dhw6xdetW7rrrLl544QWjzdixYxk/fjzp6enEx8fTpk0bKioqyMjIIDIykuXLl+Pq2rjZGxISwsKFC8nKyuKhhx76ye7Tz5m2xUVEROSacXFxITIy0giWAG5uboSHh2O1Wjl58qRRXlVVRXFxMUOHDgXgf//3f+nQoQNTp061ueaYMWPo2LEj2dnZduOZzWYjnO7ZswdoDJPf5uXlRUxMDBcvXuTYsWMAbN++nbq6OpKSkoxgCRAfH09gYCA5OTk/5jZc17RyKSIi0opsHP2nlp5Csx7cPP5HX2PRokUOy48cOYKrqysBAQFGmclkwsPDg/79+wONW+o9e/a02452dXUlKCiIoqIiGhoajK3xM2fOcPr0aSNcJiYmEh0dzS233GI3/rlz54DGoAtQUFAAYBOCm4SGhvLJJ59QXV1ts8oqjRQuRUREWpHy/LMtPYVrprq6mlOnTpGVlUVeXh6JiYl07tzZqDebzYSHh9O2bVsAOnTowKVLlxxey2KxUFtby4ULF/Dx8QEaw6m3tzd9+vQBGlcog4OD7fqWlpayY8cOOnbsSI8ePQCorKzkpptuwtPT0669v78/AGVlZQ6vd6PTtriIiIi0iLS0NCZNmsSHH35IWFgYkydPNurq6+vZu3evseoI0LdvX86cOcPhw4dtrlNYWMjZs42hvKamxig3mUwMHjzYWI10pLq6mvnz51NbW8vUqVNxd3c3yj08PBz2aVo5tVqt/+YvvjEoXIqIiEiLuO+++1i6dClTpkyhuLiYiRMnGq8cOnDgAJcuXbIJl8nJybi6uvK73/2Ojz/+mLKyMnbu3Mnvf/97vL29gX9ta1utVvLz8236f9eFCxdITU2lqKiIuLg4HnjgAaOuoaGh2X5Ndd9+FlP+RXdFREREWkRUVBQxMTHMmDGDF198kcrKSjIzM4HGLfFu3boRGBhotO/duzdLly4F4KmnnmL06NE888wzjBkzhtjYWAAjZObl5VFbW2u8gui7Tp8+TXJyMgUFBQwfPpy0tDSb1xh5eno2uzLZVK7nLR3TM5ciIiKtyM39A7+/0XUoKioKT09PPvvsM6BxS7vplPi3/frXv2bLli0cO3aM+vp6evbsiYeHB9OnTycgIMB4PtNsNhMSEoKvr6/dNQ4dOsTcuXOxWCwkJiYya9Ysu1XILl26UFRUxOXLl+22xysrK3F1dcXPz89ZP/+6onApIiLSijjjRHZrZbFYmDp1KsHBwSxevNimrq6ujtraWtq1a0d5eTnHjx9n3rx5Nm3279/PiRMnGDNmDLfddptRfvHiRQoKCoiLizPKzGYzI0aMsJvDwYMHSU1NpaamhieeeILExESHc+3duze5ubkcPnyY8PBwm7rCwkK6d+/u8LCPaFtcRERErhEfHx/c3d3ZuXMnJSUlNnXr16+nrq6O2NhYTCYTnp6e9OvXz6ZNXl4eL730Env37jXKGhoa+MMf/kB9fT3jxzcG8xMnTlBWVma3JV5VVcW8efOwWq08++yzzQZLgLi4ONzd3Vm3bp3N85fbt2+nvLzc5ks+YksrlyIiInLNPPnkk6SmpjJz5kzGjRuHr68veXl55Obmcvvtt5OUlMRTTz3FoEGDjJPbTcaMGUN2djYLFiwwPh25c+dOzGazsSIKjVvqPj4+9O7d26b/2rVrsVgshIWF0dDQwLZt2+zmFxERQadOnQgMDGTy5MlkZGSQkpJCXFwcp06dYuPGjYSGhjJmzJif7ib9zLlYLJbmj0OJiIiIU1VVVd3wz+odPXqUNWvWkJ+fj9VqJSgoiPj4eCZOnIiLiwtxcXHMnj2b0aNH2/U9deoUq1atIj8/n5qaGrp160ZSUhLDhw832jz22GP4+vqSlpZm03f06NGUlZVddW6rVq1i4MCBxr83bdpEVlYWZ86cwdfXl+joaKZPn24cHGoprfnvSOFSRETkGmrNoUB+Plrz35GeuRQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQREZFrqrS0lIULFzJy5Eiio6OZMmUKH330kcO2+fn5REREUFpaalf31VdfMXLkSNasWeOwr9VqZfXq1YwZM4aoqCjGjRvH+vXruXLlisP2FRUVREREsHfvXqP/qlWrGDt2LJGRkQwbNozZs2dT8P+zd/9RUV93/sef/FBEWEKpgoKlVdQ2hvqrQBUXoUEb8xU1rKyCworgothI4xqbqlFOzFf7rdYobqJRQxOt669dD/SraVbjuprdGUURdBdRonxZzKIwpDJV1BlGw/cPD7NOZzCpmQLq63FOTo/3vu/n3pnyx+vc+/l8pqLCaey9e/fYtWsX06ZNIy4ujilTprBp0yYsFstX/VqeGN6dvQARERF5ejQ0NJCdnY3NZmP69OkEBQVx+PBhli1bRn19PRkZGQ71RqOR8PBwwsLCHNotFguvvvoqJpPJ5TxffPEFP//5zzlx4gSTJk3iueeeo6SkhI0bN3LlyhWWLl3qNMZgMNCzZ0+GDx9Oa2srixcvpqSkhMTERNLS0mhqamL//v3k5OSwYcMGYmJi7GPXrFlDUVERzz//PNOnT6eqqort27dz8eJFCgoK8PDwcMO393hQuBQREZEOs3nzZpqamigsLCQyMhKA5ORkMjMz2bZtG8nJyfj7+9vrDQYDsbGxDteorq7m9ddfp7q6ut15/uVf/gWj0chPfvITZs2aZZ/nF7/4BUVFRUyePNk+fxuj0Uh0dDTdunXj0KFDlJSUkJmZyfz58+01kydPJi0tjXXr1rF3714Azp8/T1FREcnJySxZssReGxoayqZNmzhy5Ajjx49/xG/s8aNjcREREekwHh4exMbGOgQ7Ly8voqKisFgs1NbW2tsbGxu5fPkyY8aMsbd98MEHpKen09jYyIwZM9qd58MPP6Rbt25MmzbNof1v/uZvADh48KBDu81mo7S01D7XqVOnAJg6dapDXUhICCNHjqSmpgaz2exwrZkzZzrUpqam4uPj4zTXk047lyIiIl3I+IOuj3m7go+Tgr/2NfLz8122V1VV4enpSUhIiL3NYDDg6+vLiBEjHOqSkpKYO3cutbW17Nq1y+X1KioqiIiIwNfX16E9LCyMb3zjG5w/f96hvby8nNu3bzN69GgAFixYQEpKCsHBzp/5+vXrAHh6etrnCggIIDw83KGuR48eREREOM31pFO4FBER6UJON9o6ewkdprm5mStXrrBv3z5KS0tJTU2lV69e9n6j0UhUVBTdu3e3t73xxhv2fz+4y/kgi8XCjRs3HELpg4KDg7l69apDm8FgYODAgfZwGxgYSGBgoNPYc+fOUVFRwaBBgwgICADAZDLRp0+fdueqrKykubnZ4bj/SaZwKSIiIp1i5cqVHDt2DIDIyEhmz55t77t79y6nT5/m5ZdfdhjzYNBsT3NzMwA9e/Z02d+jRw/u3Lnj0GY0GomPj3/odU0mEytWrAAgJyfHYb4/3rV8cC6AO3fuPDXhUvdcioiISKeYNGkSa9euJSsri8uXL5ORkWF/5dDZs2e5deuW08M8X0Vra6vD/7rq9/Lysv+7rq6O2trah8519epVcnNzuXbtGunp6Q5BtL15HuxrO0J/Gjw9n1RERES6lLi4OOLj45k3bx6rVq3CZDJRWFgI3N9J7N+/P3379v2Tr9u2Y9neOyYtFgt+fn72fxuNRvz9/Rk6dKjL+srKSrKzs/nss8+YOXMmeXl5TvM9bC7gqdm1BB2Li4iIdCnRvbt19hI6RVxcHH5+fly4cAG4fw/kg0+J/yn8/PwIDAxs9x2YJpPJIbQajUZiYmLw9naORcePH2f58uVYrVby8vJIT093qgkNDaWhoaHduQIDA/Hx8Xmkz/I4UrgUERHpQtzxRHZXZTabmTNnDoMHD2b16tUOfTabjZaWFnx8fKivr6empobFixc/8lzPPfccpaWlWCwW+32PcP8I3Gw288ILLwBgtVo5c+aMy7mOHj3KsmXL8PLyYvXq1SQmJrqcKzIykosXL1JXV+fwsneLxUJ1dTWjRo165M/xONKxuIiIiHSIwMBAvL29OX78uNML0Hfu3InNZiMhIQGDwYCfnx/Dhw9/5LkmTJiA1Wq1v+i8zY4dOwBISkoCoKysDKvVan8FUZtLly6Rn5+Pt7c3BQUF7QbLtrkevHabPXv20NLSwsSJEx/5czyOtHMpIiIiHea1114jLy+P3NxcUlJSCAoKorS0lKNHjzJs2DDS0tJYunQp0dHRLo+pv6of//jH/Pa3v2XTpk1cvXqVIUOGcPLkSf7lX/6Fv/7rv+a73/0ucP/4ffDgwQ6vQALYuHEjVquVMWPGYDKZ+Oijj5zmSEhIwNfXl6FDh5KUlERRURE3btxg1KhRVFZWUlxcTFxcHAkJCY/8OR5HCpciIiLSYUaMGEFhYSFbt25l7969WCwWwsLCmDt3LhkZGXh4eFBaWsrChQu/1jweHh6sW7eObdu2cfjwYT788ENCQ0NZuHAh06dPt9edOHGCcePGOYy9e/cuZWVlwP3waTAYXM5RXFxsf0n70qVL6devHwcOHOCTTz4hODiYrKwsZs2a9VT9rjiAh9lsbv/5eREREXGrxsZGevfu3dnLkMdcV/470j2XIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiLSoerq6li+fDlJSUmMHTuWrKwsPv74Y5e15eXlxMTEUFdX59R38+ZNkpKS2Lp160PnW7NmDVOmTHlozZtvvklOTo7DvD/96U9JTExkzJgxTJ06la1bt9LS0uI0trq6mldffZUXXniBhIQE5s+fz7lz5x4635PMu7MXICIiIk+PhoYGsrOzsdlsTJ8+naCgIA4fPsyyZcuor68nIyPDod5oNBIeHk5YWJhDu8Vi4dVXX8VkMj10vn379vFP//RP9O3b96F1J0+e5K//+q8BKCsr4yc/+QlBQUHMmDGDZ555hlOnTvHee+/xH//xH2zcuBFPz/v7czU1NeTk5ODj48O0adPw8/PjH//xH8nNzeXtt99m5MiRf+pX9NhTuBQREZEOs3nzZpqamigsLCQyMhKA5ORkMjMz2bZtG8nJyfj7+9vrDQYDsbGxDteorq7m9ddfp7q6ut15LBYLGzdu5J/+6Z++dE1VVVU0Njba51m9ejV+fn5s376dXr16AZCSksL69evZvXs3R48eZdy4cQBs2LCBlpYWduzYYQ/AEyZMYObMmfzyl79kz549eHh4/Anf0ONPx+IiIiLSYTw8PIiNjbUHSwAvLy+ioqKwWCzU1tba2xsbG7l8+TJjxoyxt33wwQekp6fT2NjIjBkzXM5x6dIl/uqv/op/+qd/Ijk5meDg4IeuyWg00rt3bwYPHkxDQwNXrlwhPj7eHizbTJw4Ebh/ZA7w+9//nhMnTpCQkOCwsxoYGMiUKVOoqanh/PnzX/GbeXJo51JERKQL8V05v7OX0K47KzZ97Wvk5+e7bK+qqsLT05OQkBB7m8FgwNfXlxEjRjjUJSUlMXfuXGpra9m1a5fTterq6ujduzdvvPEG0dHRX3q/pdFoZPTo0QB885vf5J/+6Z/w8fFxqvv9738PYD8SbwuODwblNs8995y9xlX/k0zhUkREpAvxqq7s7CV0mObmZq5cucK+ffsoLS0lNTXVYbfQaDQSFRVF9+7d7W1vvPGG/d8P7nI+KDY2loSEhK+0hhs3blBRUWHfBfX29iY8PNxl7T/8wz8A8IMf/ADAfr9nnz59nGrbdktdPYj0pFO4FBERkU6xcuVKjh07Btzf/Zs9e7a97+7du5w+fZqXX37ZYcyDQbM9X6WmzcmTJ/Hw8CAmJuahdYWFhZw6dYrvfe97jB07FrgfjgF8fX2d6nv06AHcv/fzaaN7LkVERKRTTJo0ibVr15KVlcXly5fJyMiw7/SdPXuWW7duOT3M425Go5Fhw4bh5+fXbk1hYSFbtmwhKCiIX/ziF/Zj8dbW1nbHtPW11T5Nnr5PLCIiIl1CXFwc8fHxzJs3j1WrVmEymSgsLATuh77+/ft/6SuEvo7W1lZOnjzZboC9e/cuv/jFL9iyZQvBwcFs3rzZ4cGdnj17Aq53J9vaHnzy/WmhY3EREZEu5F7EkM5eQqeIi4vDz8+PCxcuAPcf5nnwKfE/hwsXLnD9+nWX4fL27dssWbKEEydOMGDAADZs2OB0b2VoaCiAy3dttrU9+IDS00LhUkREpAtxxxPZXZXZbGbOnDkMHjyY1atXO/TZbDZaWlrw8fGhvr6empoaFi9e/Gddj9FopE+fPkRERDi037lzh5/+9KecO3eOqKgo1qxZ43IHcsiQIXh6elJRUUFKSopDX9uT5EOHDv3zfYAuSsfiIiIi0iECAwPx9vbm+PHjTi9A37lzJzabjYSEBAwGA35+fgwfPvzPup4HX0H0oFWrVnHu3Dni4uIoKCho92j7m9/8JtHR0Rw9etThqXCz2cxvf/tbBg0axHe/+90/2/q7Ku1cioiISId57bXXyMvLIzc3l5SUFIKCgigtLeXo0aMMGzaMtLQ0li5dSnR0NN7ef76YYjabqaysJDMz06H9P/7jPzh8+DDdunVj9OjRHDlyxGlsWFiYfUfylVdeITs7m7/9278lLS2N7t2784//+I/cuHHDaXf2aaFwKSIiIh1mxIgRFBYWsnXrVvbu3YvFYiEsLIy5c+eSkZGBh4cHpaWlLFy48M+6jpMnT+Ll5UV0dLRD+6lTp4D7x/Rr1qxxOXbixIn2cBkREcHWrVvZtGkTv/71r/Hw8ODZZ58lPz+f73//+3/Wz9BVeZjN5vafoxcRERG3amxspHfv3p29DHnMdeW/I91zKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiHaquro7ly5eTlJTE2LFjycrK4uOPP3ZZW15eTkxMDHV1dU59N2/eJCkpia1bt7oce+3aNd544w3+1//6X4wePZr/9b/+F2+++SaNjY0u6xsaGoiJieH06dMAWCwWNm/ezNSpU4mNjSUxMZGFCxdSUVHhNPbevXvs2rWLadOmERcXx5QpU9i0aRMWi+Wrfi1PDO/OXoCIiIg8PRoaGsjOzsZmszF9+nSCgoI4fPgwy5Yto76+noyMDId6o9FIeHg4YWFhDu0Wi4VXX30Vk8nkcp6mpiays7O5efMmycnJfOc736G6upri4mJKSkr44IMP6NWrl8MYg8FAz549GT58OK2trSxevJiSkhISExNJS0ujqamJ/fv3k5OTw4YNG4iJibGPXbNmDUVFRTz//PNMnz6dqqoqtm/fzsWLFykoKMDDw8NN32DXp3ApIiIiHWbz5s00NTVRWFhIZGQkAMnJyWRmZrJt2zaSk5Px9/e31xsMBmJjYx2uUV1dzeuvv051dXW787z77rt8/vnnFBQUMHr0aHv7D3/4Q1599VV+/etf87Of/cxhjNFoJDo6mm7dunHo0CFKSkrIzMxk/vz59prJkyeTlpbGunXr2Lt3LwDnz5+nqKiI5ORklixZYq8NDQ1l06ZNHDlyhPHjxz/Ct/V40rG4iIiIdBgPDw9iY2PtwRLAy8uLqKgoLBYLtbW19vbGxkYuX77MmDFj7G0ffPAB6enpNDY2MmPGjHbnKSkpISwszCFYAowdOxZ/f3/Kysoc2m02G6Wlpfa5Tp06BcDUqVMd6kJCQhg5ciQ1NTWYzWYADh48CMDMmTMdalNTU/Hx8bH3Py20cykiItKF3Cl9pbOX0C7fqA1f+xr5+fku26uqqvD09CQkJMTeZjAY8PX1ZcSIEQ51SUlJzJ07l9raWnbt2uXyelu2bOH27dtO7Xfu3OHOnTt4ejrur5WXl3P79m17GF2wYAEpKSkEBwc7XeP69esA9mtUVFQQEBBAeHi4Q12PHj2IiIjg/PnzLtf4pFK4FBER6UK+uHGxs5fQYZqbm7ly5Qr79u2jtLSU1NRUh/sgjUYjUVFRdO/e3d72xhtv2P/94C7nH3swpD5o9+7d3Lt3j6ioKId2g8HAwIED7eMCAwMJDAx0Gn/u3DkqKioYNGgQAQEBAJhMJvr06eNyvuDgYCorK2lubnY47n+SKVyKiIhIp1i5ciXHjh0DIDIyktmzZ9v77t69y+nTp3n55ZcdxjwYNP9Up0+fprCwED8/P6cjbKPRSHx8/EPHm0wmVqxYAUBOTo69vbm52WnXsk2PHj2A+zumT0u41D2XIiIi0ikmTZrE2rVrycrK4vLly2RkZNhfOXT27Flu3brl9DDPozp58iSLFi3iiy++4I033nDY2ayrq6O2tvahc129epXc3FyuXbtGenq6QxBtbW1td1xb3x8fwz/Jnp5PKiIiIl1KXFwc8fHxzJs3j1WrVmEymSgsLATu7yT279+fvn37fu15/u///b/83d/9Hffu3eN//+//zdixYx36jUYj/v7+DB061OX4yspKsrOz+eyzz5g5cyZ5eXkO/T179mz3fZZt7U/LriXoWFxERKRL8Qz4XmcvoVPExcXh5+fHhQsXgPv3QD74lPij2rx5M++//z7+/v788pe/JDo62qnGaDQSExODt7dzLDp+/DjLly/HarWSl5dHenq6U01oaCgNDQ0u5zeZTAQGBuLj4/O1P8vjQuFSRESkC3HHE9ldldlsZs6cOQwePJjVq1c79NlsNlpaWvDx8aG+vp6amhoWL178teZ766232LNnD3369GH9+vVEREQ41VitVs6cOeNyrqNHj7Js2TK8vLxYvXo1iYmJLueJjIzk4sWL1NXVObzs3WKxUF1dzahRo77W53jc6FhcREREOkRgYCDe3t4cP37c6QXoO3fuxGazkZCQgMFgwM/Pj+HDhz/yXEVFRezZs4d+/frx3nvvuQyWAGVlZVitVqf3YV66dIn8/Hy8vb0pKChoN1gCTJgwAYAdO3Y4tO/Zs4eWlhYmTpz4yJ/jcaSdSxEREekwr732Gnl5eeTm5pKSkkJQUBClpaUcPXqUYcOGkZaWxtKlS4mOjnZ5TP1V3Llzh3feeQeAhIQEzpw541Tj6+trD7KDBw92+inIjRs3YrVaGTNmDCaTiY8++sjpGgkJCfj6+jJ06FCSkpIoKirixo0bjBo1isrKSoqLi4mLiyMhIeGRPsfjSuFSREREOsyIESMoLCxk69at7N27F4vFQlhYGHPnziUjIwMPDw9KS0tZuHDhI89x4cIFbty4AdzfEXWlb9++JCQkcOLECcaNG+fQd/fuXfsv+BgMBgwGg8trFBcX4+vrC8DSpUvp168fBw4c4JNPPiE4OJisrCxmzZr1VP2uOICH2Wxu//l5ERERcavGxkZ69+7d2cuQx1xX/jvSPZciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiItKh6urqWL58OUlJSYwdO5asrCw+/vhjl7Xl5eXExMRQV1fn1Hfz5k2SkpLYunWry7HXr1/n//yf/8OUKVOIi4tjxowZ7N+/n9bWVpf1DQ0NxMTEcPr0aQAsFgubN29m6tSpxMbGkpiYyMKFC6moqHAae+/ePXbt2sW0adOIi4tjypQpbNq0CYvF8lW/lieGd2cvQERERJ4eDQ0NZGdnY7PZmD59OkFBQRw+fJhly5ZRX19PRkaGQ73RaCQ8PJywsDCHdovFwquvvorJZHI5T3NzM3PnzqW+vp6UlBT69evHiRMn+OUvf0l1dTU/+9nPnMYYDAZ69uzJ8OHDaW1tZfHixZSUlJCYmEhaWhpNTU3s37+fnJwcNmzYQExMjH3smjVrKCoq4vnnn2f69OlUVVWxfft2Ll68SEFBAR4eHm749h4PCpciIiLSYTZv3kxTUxOFhYVERkYCkJycTGZmJtu2bSM5ORl/f397vcFgIDY21uEa1dXVvP7661RXV7c7z65du6itrWXVqlWMHz8egKlTp7Jo0SL2799Pamoq4eHhDmOMRiPR0dF069aNQ4cOUVJSQmZmJvPnz7fXTJ48mbS0NNatW8fevXsBOH/+PEVFRSQnJ7NkyRJ7bWhoKJs2beLIkSP2NTwNFC5FRES6kK0fruzsJbQrZ+KKr30NDw8PYmNj7cESwMvLi6ioKKqqqqitreW5554DoLGxkcuXL/PTn/7UXvvBBx+wZcsW/Pz8mDFjBrt27XI5T0tLC0OGDCExMdGh/Yc//CH/9m//RlVVlUO4tNlslJaW8sorrwBw6tQp4H4gfVBISAgjR47kk08+wWw2ExgYyMGDBwGYOXOmQ21qaiqFhYUcPHhQ4VJEREQ6x2eN7e/GPQny8/NdtldVVeHp6UlISIi9zWAw4Ovry4gRIxzqkpKSmDt3LrW1te2Gy5dffrndeeD+ruKDysvLuX37NqNHjwZgwYIFpKSkEBwc7HSN69evA+Dpef/RlYqKCgICApx2Qnv06EFERATnz593uZYnlcKliIiIdIrm5mauXLnCvn37KC0tJTU1lV69etn7jUYjUVFRdO/e3d72xhtv2P9dW1v7lea5c+cOdXV1/O53v+PAgQPEx8fbd0fbGAwGBg4caA+3gYGBBAYGOl3r3LlzVFRUMGjQIAICAgAwmUz06dPH5dzBwcFUVlbS3NzscNz/JFO4FBERkU6xcuVKjh07BkBkZCSzZ8+29929e5fTp0877UA+GDS/qnfffZfdu3cD8K1vfct+9P0go9FIfHz8Q69jMplYseL+rQE5OTn29ubmZqddyzY9evQA7gfcpyVc6lVEIiIi0ikmTZrE2rVrycrK4vLly2RkZNhfOXT27Flu3brl9DDPo/jLv/xLfvWrX/GTn/yEP/zhD6Snp1NZWWnvr6uro7a29qFzXb16ldzcXK5du0Z6erpDEG3v1UYP9rUdoT8NtHMpIiLShXyrd0RnL6HDxMXFAdiPqRctWkRhYSErVqzAaDTSv39/+vbt+7XniY6OBmDs2LGMGjWKzMxM/v7v/57NmzcD93ct/f39GTp0qMvxlZWVLFq0iN///vfMnDmTvLw8h/6ePXu2+z7LtvanZdcSFC5FRES6FHc8kf04iouLw8/PjwsXLgD374EcM2aM2+f57ne/S//+/e3zwP1wGRMTg7e3cyw6fvw4y5cvx2q1kpeXR3p6ulNNaGgoDQ0NLuczmUwEBgbi4+Pjvg/RxT09e7QiIiLSqcxmMykpKSxdutSpz2az0dLSgo+PD/X19dTU1DzykXhrayvp6elkZWW57L9165Y97FmtVs6cOeMyyB49epSf//znfPHFF6xevdplsIT794s2NTU5/YqQxWKhurq63R3RJ5XCpYiIiHSIwMBAvL29OX78uNML0Hfu3InNZiMhIQGDwYCfnx/Dhw9/pHk8PDzo3bs3FRUVnDx50qHvn//5n7l27RoJCQkAlJWVYbVa7a8ganPp0iXy8/Px9vamoKDA6X2ZD5owYQIAO3bscGjfs2cPLS0tTJw48ZE+x+NKx+IiIiLSYV577TXy8vLIzc0lJSWFoKAgSktLOXr0KMOGDSMtLY2lS5cSHR3t8pj6q3rllVf4z//8T1577TWmTp1Kv379OH/+PB9++CHf/va3yc3NBe4fvw8ePNjhFUgAGzduxGq1MmbMGEwmEx999JHTHAkJCfj6+jJ06FCSkpIoKirixo0bjBo1isrKSoqLi4mLi7MH2aeFwqWIiIh0mBEjRlBYWMjWrVvZu3cvFouFsLAw5s6dS0ZGBh4eHpSWlrJw4cKvNc+3v/1ttm/fzrvvvsvBgwe5efMmISEhzJgxg6ysLPsDNidOnGDcuHEOY+/evUtZWRlwP3waDAaXcxQXF+Pr6wvA0qVL6devHwcOHOCTTz4hODiYrKwsZs2a9VT9rjiAh9lsbv/5eREREXGrxsZGevfu3dnLkMdcV/470j2XIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIi0qHq6upYvnw5SUlJjB07lqysLD7++GOXteXl5cTExFBXV+fUd/PmTZKSkti6detXmvf1118nJiaGq1evuuxvaGggJiaG06dPA2CxWNi8eTNTp04lNjaWxMREFi5cSEVFhdPYe/fusWvXLqZNm0ZcXBxTpkxh06ZNWCyWr7S2J4l3Zy9AREREnh4NDQ1kZ2djs9mYPn06QUFBHD58mGXLllFfX09GRoZDvdFoJDw8nLCwMId2i8XCq6++islk+krz/u53v+Pw4cMPrTEYDPTs2ZPhw4fT2trK4sWLKSkpITExkbS0NJqamti/fz85OTls2LCBmJgY+9g1a9ZQVFTE888/z/Tp06mqqmL79u1cvHiRgoICPDw8vuI39PhTuBQREZEOs3nzZpqamigsLCQyMhKA5ORkMjMz2bZtG8nJyfj7+9vrDQYDsbGxDteorq7m9ddfp7q6+ivNefXqVdauXUv37t1paWlpt85oNBIdHU23bt04dOgQJSUlZGZmMn/+fHvN5MmTSUtLY926dezduxeA8+fPU1RURHJyMkuWLLHXhoaGsmnTJo4cOcL48eO/0lqfBDoWFxERkQ7j4eFBbGysPVgCeHl5ERUVhcVioba21t7e2NjI5cuXGTNmjL3tgw8+ID09ncbGRmbMmPGl8927d4/8/Hz69evHj370o3brbDYbpaWl9rlOnToFwNSpUx3qQkJCGDlyJDU1NZjNZgAOHjwIwMyZMx1qU1NT8fHxsfc/LbRzKSIi0oX89re/7ewltGvKlClf+xr5+fku26uqqvD09CQkJMTeZjAY8PX1ZcSIEQ51SUlJzJ07l9raWnbt2vXQ+T744AMuXrzI9u3b+c1vftNuXXl5Obdv32b06NEALFiwgJSUFIKDg51qr1+/DoCn5/09uoqKCgICAggPD3eo69GjBxEREZw/f/6ha3zSKFyKiIh0IV/1HsInQXNzM1euXGHfvn2UlpaSmppKr1697P1Go5GoqCi6d+9ub3vjjTfs/35wl9OViooK3nvvPV555RUGDBjw0FqDwcDAgQPt4TYwMJDAwECnunPnzlFRUcGgQYMICAgA7v9/1qdPH5fXDQ4OprKykubmZofj/ieZwqWIiIh0ipUrV3Ls2DEAIiMjmT17tr3v7t27nD59mpdfftlhzINB82Fu375Nfn4+P/jBD5g2bdqX1huNRuLj4x9aYzKZWLFiBQA5OTn29ubmZqddyzY9evQA4M6dO09NuNQ9lyIiItIpJk2axNq1a8nKyuLy5ctkZGTYXzl09uxZbt265fQwz1e1bt06/vCHP7BixYovfVK7rq6O2trah8519epVcnNzuXbtGunp6Q5BtLW1td1xbX1tR+hPg6fnk4qIiEiXEhcXR3x8PPPmzWPVqlWYTCYKCwuB+zuJ/fv3p2/fvn/ydf/1X/+VAwcOMG/ePLp3747ZbMZsNmOz2YD778dsexinbS5/f3+GDh3q8nqVlZVkZ2fz2WefMXPmTPLy8hz6e/bs2e77LNvan5ZdS9CxuIiISJfi6gGSp0FcXBx+fn5cuHABuH8P5INPif8pPvnkE+D+uyfXrFnj1N/2Ls22J8KNRiMxMTF4ezvHouPHj7N8+XKsVit5eXmkp6c71YSGhtLQ0OByLSaTicDAQHx8fB7pszyOFC5FRES6EHc8kd1Vmc1m5syZw+DBg1m9erVDn81mo6WlBR8fH+rr66mpqWHx4sWPNE9GRgYvvviiU/tvfvMbSkpKWLlyJUFBQQBYrVbOnDnjcq6jR4+ybNkyvLy8WL16NYmJiS7ni4yM5OLFi9TV1Tm87N1isVBdXc2oUaMe6XM8rnQsLiIiIh0iMDAQb29vjh8/7vQC9J07d2Kz2UhISMBgMODn58fw4cMfaZ4BAwYQExPj9F/bk+hDhw61/7pOWVkZVqvV/gqiNpcuXSI/Px9vb28KCgraDZYAEyZMAGDHjh0O7Xv27KGlpYWJEyc+0ud4XGnnUkRERDrMa6+9Rl5eHrm5uaSkpBAUFERpaSlHjx5l2LBhpKWlsXTpUqKjo10eU7ubwWBg8ODBDq9AAti4cSNWq5UxY8ZgMpn46KOPnMYmJCTg6+vL0KFDSUpKoqioiBs3bjBq1CgqKyspLi4mLi6OhISEP/vn6EoULkVERKTDjBgxgsLCQrZu3crevXuxWCyEhYUxd+5cMjIy8PDwoLS0lIULF3bIek6cOMG4ceMc2u7evUtZWRlwP3waDAaXY4uLi/H19QVg6dKl9OvXjwMHDvDJJ58QHBxMVlYWs2bNeqp+VxzAw2w2t//8vIiIiLhVY2MjvXv37uxlyGOuK/8d6Z5LEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERHpUHV1dSxfvpykpCTGjh1LVlYWH3/8scva8vJyYmJiqKurc+q7efMmSUlJbN261eXYwsJCYmJiXP7nakxDQwMxMTGcPn0aAIvFwubNm5k6dSqxsbEkJiaycOFCKioqnMbeu3ePXbt2MW3aNOLi4pgyZQqbNm3CYrH8KV/NE8G7sxcgIiIiT4+Ghgays7Ox2WxMnz6doKAgDh8+zLJly6ivrycjI8Oh3mg0Eh4eTlhYmEO7xWLh1VdfxWQytTvX5cuX8fX15ec//7lT38CBA53aDAYDPXv2ZPjw4bS2trJ48WJKSkpITEwkLS2NpqYm9u/fT05ODhs2bCAmJsY+ds2aNRQVFfH8888zffp0qqqq2L59OxcvXqSgoAAPD48/9at6bClcioiISIfZvHkzTU1NFBYWEhkZCUBycjKZmZls27aN5ORk/P397fUGg4HY2FiHa1RXV/P6669TXV390LkuXbrEgAEDePHFF7/S2oxGI9HR0XTr1o1Dhw5RUlJCZmYm8+fPt9dMnjyZtLQ01q1bx969ewE4f/48RUVFJCcns2TJEnttaGgomzZt4siRI4wfP/4rreFJoGNxERER6TAeHh7ExsbagyWAl5cXUVFRWCwWamtr7e2NjY1cvnyZMWPG2Ns++OAD0tPTaWxsZMaMGe3OY7FY+O///m8GDBjwldZls9koLS21z3Xq1CkApk6d6lAXEhLCyJEjqampwWw2A3Dw4EEAZs6c6VCbmpqKj4+Pvf9poZ1LERGRLmTvS//Q2Uto1/TimV9e9CXy8/NdtldVVeHp6UlISIi9zWAw4Ovry4gRIxzqkpKSmDt3LrW1tezatcvl9aqrq/niiy+IiIgAwGq14uXlhbe36+hTXl7O7du3GT16NAALFiwgJSWF4OBgp9rr168D4Ol5f4+uoqKCgIAAwsPDHep69OhBREQE58+fdznnk0rhUkREpAupL7/W2UvoMM3NzVy5coV9+/ZRWlpKamoqvXr1svcbjUaioqLo3r27ve2NN96w//vBXc4/dunSJeB+GJ02bRq1tbV4enoyfPhwXnnlFb773e861BsMBgYOHGgPt4GBgQQGBjpd99y5c1RUVDBo0CACAgIAMJlM9OnTx+U6goODqayspLm52eG4/0mmcCkiIiKdYuXKlRw7dgyAyMhIZs+ebe+7e/cup0+f5uWXX3YY82DQfJi2cHn27FlmzJhB3759+fTTT/mHf/gH/vZv/5Z3332XIUOG2OuNRiPx8fEPvabJZGLFihUA5OTk2Nubm5uddi3b9OjRA4A7d+4oXIqIiIj8OU2aNImJEydy4cIFdu3aRUZGBlu2bCEsLIyzZ89y69Ytp4d5vqpRo0bh5+fHjBkz7DuQY8eOJTY2luzsbN566y3ee+894P6rkWprax8619WrV1mwYAHXrl0jPT3dIYi2tra2O66tr+0I/WmgcCkiIiKdIi4uDoD4+Hiee+45Fi1aRGFhIStWrMBoNNK/f3/69u37yNduu/6DhgwZwve//33OnTvHrVu38PPzw2g04u/vz9ChQ11eq7KykkWLFvH73/+emTNnkpeX59Dfs2fPdt9n2db+tOxagsKliIhIl9JnxKOFqcddXFwcfn5+XLhwAbh/D+SDT4m7U1BQEK2trdy5c8ceLmNiYlw+7HP8+HGWL1+O1WolLy+P9PR0p5rQ0FAaGhpczmUymQgMDMTHx8ftn6OrUrgUERHpQtzxRHZXZTabmTNnDoMHD2b16tUOfTabjZaWFnx8fKivr6empobFixc/0jytra32+zc/+OADp/6amhr8/Pz4xje+gdVq5cyZMy7nOnr0KMuWLcPLy4vVq1eTmJjocr7IyEguXrxIXV2dw8veLRYL1dXVjBo16pE+x+Pq6bkBQERERDpVYGAg3t7eHD9+3OkF6Dt37sRms5GQkIDBYMDPz4/hw4c/0jweHh4888wzVFZWcvz4cYe+Dz/8kJqaGl588UW8vLwoKyvDarXaX0HU5tKlS+Tn5+Pt7U1BQUG7wRJgwoQJAOzYscOhfc+ePbS0tDBx4sRH+hyPK+1cioiISId57bXXyMvLIzc3l5SUFIKCgigtLeXo0aMMGzaMtLQ0li5dSnR0dLvvpPwqfvrTn1JRUcHrr79OcnIy3/nOdzh//jwffvghAwYMIDc3F7h//D548GCHVyABbNy4EavVypgxYzCZTHz00UdOcyQkJODr68vQoUNJSkqiqKiIGzduMGrUKCorKykuLiYuLo6EhIRH/hyPI4VLERER6TAjRoygsLCQrVu3snfvXiwWC2FhYcydO5eMjAw8PDwoLS1l4cKFX2ueAQMGsH37drZs2cKhQ4e4efMmvXv3ZsaMGcyePZu/+Iu/AODEiROMGzfOYezdu3cpKysD7odPg8Hgco7i4mJ8fX0BWLp0Kf369ePAgQN88sknBAcHk5WVxaxZs56q3xUH8DCbze0/Py8iIiJu1djYSO/evTt7GfKY68p/R7rnUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSREREOlRdXR3Lly8nKSmJsWPHkpWVxccff+yytry8nJiYGOrq6pz6bt68SVJSElu3bm13rn/+538mKyuLsWPHMmHCBH72s59RW1vrsrahoYGYmBhOnz4NgMViYfPmzUydOpXY2FgSExNZuHAhFRUVTmPv3bvHrl27mDZtGnFxcUyZMoVNmzZhsVi+ylfyRFG4FBERkQ7T0NBAdnY2RqORyZMnk5eXh7e3N8uWLeM3v/mNU73RaCQ8PJywsDCHdovFwquvvorJZGp3ri1btrBixQq6detGXl4eL730EqdPnyY7O5urV6861RsMBnr27Mnw4cNpbW1l8eLFvP/++wwePJi/+7u/IzU1lQsXLpCTk8OpU6ccxq5Zs4YNGzYwYMAAXnnlFX74wx+yfft2fvazn9Ha2vqI39bjybuzFyAiIiJPj82bN9PU1ERhYSGRkZEAJCcnk5mZybZt20hOTsbf399ebzAYiI2NdbhGdXU1r7/+OtXV1e3Oc/HiRd5//33i4uJYs2YNXl5eAMTExDBv3jy2b9/OkiVLHMYYjUaio6Pp1q0bhw4doqSkhMzMTObPn2+vmTx5Mmlpaaxbt469e/cCcP78eYqKikhOTna4ZmhoKJs2beLIkSOMHz/+Eb+xx492LkVERKTDeHh4EBsbaw+WAF5eXkRFRWGxWByOrBsbG7l8+TJjxoyxt33wwQekp6fT2NjIjBkz2p2nqKiIL774gkWLFtmDJcDIkSPJycnhueeec6i32WyUlpba52rbmZw6dapDXUhICCNHjqSmpgaz2QzAwYMHAZg5c6ZDbWpqKj4+Pvb+p4V2LkVERLqQ8QfbP+btbB8nBX/ta+Tn57tsr6qqwtPTk5CQEHubwWDA19eXESNGONQlJSUxd+5camtr2bVrl8vrlZaWEhERQWhoKHA/PH7xxRf4+PgwZ84cp/ry8nJu377N6NGjAViwYAEpKSkEBzt/5uvXrwPg6Xl/j66iooKAgADCw8Md6nr06EFERATnz59v9/t4EilcioiIdCGnG22dvYQO09zczJUrV9i3bx+lpaWkpqbSq1cve7/RaCQqKoru3bvb29544w37v9t7MMdms1FXV8eYMWMoKyvj7bfftge8yMhIXnnlFb7//e87jDEYDAwcONAebgMDAwkMDHS69rlz56ioqGDQoEEEBAQAYDKZ6NOnj8u1BAcHU1lZSXNzs8Nx/5NMx+IiIiLSKVauXElmZia/+93viIyMZPbs2fa+u3fvcvr0aaf7LR8Mmu1pbm7miy++4L/+67/Iy8vj2Wef5f/8n//DggULqK2tJTc312k30Wg0Os31x0wmEytWrAAgJyfHYT5fX1+XY3r06AHAnTt3vnTdTwqFSxEREekUkyZNYu3atWRlZXH58mUyMjLsrxw6e/Yst27d+tLA50pLSwsAn332Gbm5uSxevJgf/ehHpKen884773Dv3j02bNhgr6+rq6O2tvahc129epXc3FyuXbtGeno68fHx9r6HPQ3e1td2hP40eHo+qYiIiHQpcXFxxMfHM2/ePFatWoXJZKKwsBC4v5PYv39/+vbt+ydft20X0cvLi5SUFIe+7373u3z/+9/nP/7jP+y7iUajEX9/f4YOHeryepWVlWRnZ/PZZ58xc+ZM8vLyHPp79uzZ7vss29qfliNx0D2XIiIiXUp0726dvYROERcXh5+fHxcuXADu3wP54FPif4q/+Iu/wM/PD29vb3x8fJz6v/nNb9La2sqtW7fw9fXFaDQSExODt7dzLDp+/DjLly/HarWSl5dHenq6U01oaCgNDQ0u12IymQgMDHS5jieVwqWIiEgX4o4nsrsqs9nMnDlzGDx4MKtXr3bos9lstLS04OPjQ319PTU1NSxevPiR5vHw8GDIkCGUlpZiMpmcnvj+7//+b3x9fQkKCsJqtXLmzBmXcx09epRly5bh5eXF6tWrSUxMdDlfZGQkFy9epK6uzuFl7xaLherqakaNGvVIn+NxpWNxERER6RCBgYF4e3tz/Phxpxeg79y5E5vNRkJCAgaDAT8/P4YPH/7Ic02aNInW1la2bNni0H7ixAmqqqpITEzE09OTsrIyrFar/RVEbS5dukR+fj7e3t4UFBS0GywBJkyYAMCOHTsc2vfs2UNLSwsTJ0585M/xONLOpYiIiHSY1157jby8PHJzc0lJSSEoKIjS0lKOHj3KsGHDSEtLY+nSpURHR7s8pv6qJkyYwLFjxzhw4AC///3vGTt2LP/93//NP/7jP9K7d2/7r+4YDAYGDx7s8AokgI0bN2K1WhkzZgwmk4mPPvrIaY6EhAR8fX0ZOnQoSUlJFBUVcePGDUaNGkVlZSXFxcXExcWRkJDwyJ/jcaRwKSIiIh1mxIgRFBYWsnXrVvbu3YvFYiEsLIy5c+eSkZGBh4cHpaWlLFy48GvPtWrVKvbt28dvf/tb3nrrLfz9/Rk/fjy5ubn2MHnixAnGjRvnMO7u3buUlZUB98OnwWBwef3i4mL7w0NLly6lX79+HDhwgE8++YTg4GCysrKYNWsWHh4eX/uzPE48zGbz0/Vr6iIiIp2osbGR3r17d/Yy5DHXlf+OdM+liIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jXdnL0BERESeLnV1dbz77ruUl5dz48YNBg4cSFpaGuPHj3eqLS8vZ+7cuRQVFREWFubQd/PmTdLS0pg8eTI5OTkOfTExMV+6jlOnTjn8u6GhgUmTJvHOO+8QHR2NxWLh/fff58iRI1y7dg1fX1+GDh1KdnY2kZGRDmPv3bvH3r17KS4u5tq1awQFBfHCCy+QlZVFjx49vupX80RQuBQREZEO09DQQHZ2NjabjenTpxMUFMThw4dZtmwZ9fX1ZGRkONQbjUbCw8OdgqXFYuHVV1/FZDK5nOeNN95w2X7y5Ek++ugjfvSjHzn1GQwGevbsyfDhw2ltbWXx4sWUlJSQmJhIWloaTU1N7N+/n5ycHDZs2OAQYNesWUNRURHPP/8806dPp6qqiu3bt3Px4kUKCgrw8PD4U7+qx5bCpYiIiHSYzZs309TURGFhoX33Lzk5mczMTLZt20ZycjL+/v72eoPBQGxsrMM1qquref3116murm53nhdffNGpraGhgbfeeovw8HBWrFjh1G80GomOjqZbt24cOnSIkpISMjMzmT9/vr1m8uTJpKWlsW7dOvbu3QvA+fPnKSoqIjk5mSVLlthrQ0ND2bRpE0eOHHG5K/uk0j2XIiIi0mE8PDyIjY11OFb28vIiKioKi8VCbW2tvb2xsZHLly8zZswYe9sHH3xAeno6jY2NzJgx40+ae82aNfzhD39g6dKl+Pn5OfTZbDZKS0vtc7UdmU+dOtWhLiQkhJEjR1JTU4PZbAbg4MGDAMycOdOhNjU1FR8fH3v/00I7lyIiIl2I78r5X17USe6s2PS1r5Gfn++yvaqqCk9PT0JCQuxtBoMBX19fRowY4VCXlJTE3Llzqa2tZdeuXV9p3lOnTvFv//ZvvPjii4wcOdKpv7y8nNu3bzN69GgAFixYQEpKCsHBwU61169fB8DT8/4eXUVFBQEBAYSHhzvU9ejRg4iICM6fP/+V1vikULgUERHpQryqKzt7CR2mubmZK1eusG/fPkpLS0lNTaVXr172fqPRSFRUFN27d7e3vfHGG/Z/P7jL+WU2bdqEt7c3ubm5LvsNBgMDBw60h9vAwEACAwOd6s6dO0dFRQWDBg0iICAAAJPJRJ8+fVxeNzg4mMrKSpqbmx2O+59kCpciIiLSKVauXMmxY8cAiIyMZPbs2fa+u3fvcvr0aV5++WWHMQ8Gza/q3LlzVFZWMmnSpHZDoNFoJD4+/qHXMZlM9ns1H3w6vbm52WnXsk3bk+J37tx5asKl7rkUERGRTjFp0iTWrl1LVlYWly9fJiMjg7q6OgDOnj3LrVu3nB7meRT/+I//CEB6errL/rq6Omprax8619WrV8nNzeXatWukp6c7BNHW1tZ2x7X1tR2hPw2enk8qIiIiXUpcXBzx8fHMmzePVatWYTKZKCwsBO7vJPbv35++fft+rTlsNhsGg4Fnn32W/v37u6wxGo34+/szdOhQl/2VlZVkZ2fz2WefMXPmTPLy8hz6e/bsicVicTm2rf1p2bUEHYuLiIh0KfcihnT2EjpFXFwcfn5+XLhwAbh/D+SDT4k/qtLSUm7dusWPf/zjdmuMRiMxMTF4ezvHouPHj7N8+XKsVit5eXkudz9DQ0NpaGhweW2TyURgYCA+Pj6P/iEeMwqXIiIiXYg7nsjuqsxmM3PmzGHw4MGsXr3aoc9ms9HS0oKPjw/19fXU1NSwePHirz1neXk5AKNGjXLZb7VaOXPmjMu5jh49yrJly/Dy8mL16tUkJia6vEZkZCQXL16krq7O4WXvFouF6urqdud+UulYXERERDpEYGAg3t7eHD9+3OkF6Dt37sRms5GQkIDBYMDPz4/hw4d/7TkvXLiAr69vu0fiZWVlWK1W+yuI2ly6dIn8/Hy8vb0pKChoN1gCTJgwAYAdO3Y4tO/Zs4eWlhYmTpz4NT/F40U7lyIiItJhXnvtNfLy8sjNzSUlJYWgoCBKS0s5evQow4YNIy0tjaVLlxIdHe3ymPpPVVtbS0hISLsP1BgMBgYPHuzwCiSAjRs3YrVaGTNmDCaTiY8++shpbEJCgv33xpOSkigqKuLGjRuMGjWKyspKiouLiYuLIyEh4Wt/jseJwqWIiIh0mBEjRlBYWMjWrVvZu3cvFouFsLAw5s6dS0ZGBh4eHpSWlrJw4UK3zNfU1MSgQYPa7T9x4gTjxo1zaLt79y5lZWXA/fBpMBhcji0uLsbX1xeApUuX0q9fPw4cOMAnn3xCcHAwWVlZzJo166n6XXEAD7PZ3P7z8yIiIuJWjY2N9O7du7OXIY+5rvx3pHsuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRESkQ9XV1bF8+XKSkpIYO3YsWVlZfPzxxy5ry8vLiYmJoa6uzqnv5s2bJCUlsXXrVpdjP//8c958801efPFFYmNjeemll3j33XdpaWlxWd/Q0EBMTAynT58GwGKxsHnzZqZOnUpsbCyJiYksXLiQiooKp7H37t1j165dTJs2jbi4OKZMmcKmTZuwWCxf9Wt5Ynh39gJERETk6dHQ0EB2djY2m43p06cTFBTE4cOHWbZsGfX19WRkZDjUG41GwsPDCQsLc2i3WCy8+uqrmEwml/M0NzczZ84cGhoamDx5MoMHD6a0tJRf//rXXLhwgYKCAqcxBoOBnj17Mnz4cFpbW1m8eDElJSUkJiaSlpZGU1MT+/fvJycnhw0bNhATE2Mfu2bNGoqKinj++eeZPn06VVVVbN++nYsXL1JQUICHh4cbvr3Hg8KliIiIdJjNmzfT1NREYWEhkZGRACQnJ5OZmcm2bdtITk7G39/fXm8wGIiNjXW4RnV1Na+//jrV1dXtzvPb3/6Wq1ev8pOf/IRZs2YBMHXqVN58800OHDjAiRMnGD16tMMYo9FIdHQ03bp149ChQ5SUlJCZmcn8+fPtNZMnTyYtLY1169axd+9eAM6fP09RURHJycksWbLEXhsaGsqmTZs4cuQI48ePf8Rv7PGjY3ERERHpMB4eHsTGxtqDJYCXlxdRUVFYLBZqa2vt7Y2NjVy+fJkxY8bY2z744APS09NpbGxkxowZ7c5z5coVAP7yL//SoT0hIQGATz/91KHdZrNRWlpqn+vUqVPA/UD6oJCQEEaOHElNTQ1msxmAgwcPAjBz5kyH2tTUVHx8fOz9TwvtXIqIiHQhd0pf6ewltMs3asPXvkZ+fr7L9qqqKjw9PQkJCbG3GQwGfH19GTFihENdUlISc+fOpba2ll27drm83re//W0A/t//+39ERETY29vCa+/evR3qy8vLuX37tn03c8GCBaSkpBAcHOx07evXrwPg6Xl/j66iooKAgADCw8Md6nr06EFERATnz593ucYnlcKliIhIF/LFjYudvYQO09zczJUrV9i3bx+lpaWkpqbSq1cve7/RaCQqKoru3bvb29544w37vx/c5fxjL730EkePHmXDhg34+PgwaNAgzp07R2FhIRERETz//PMO9QaDgYEDB9rDbWBgIIGBgU7XPXfuHBUVFQwaNIiAgAAATCYTffr0cbmO4OBgKisraW5udjjuf5IpXIqIiEinWLlyJceOHQMgMjKS2bNn2/vu3r3L6dOnefnllx3GPBg0H6Znz57k5uayfPlyXn31VXt7eHg4f//3f0+PHj0c6o1GI/Hx8Q+9pslkYsWKFQDk5OTY25ubm512Ldu0zXPnzp2nJlzqnksRERHpFJMmTWLt2rVkZWVx+fJlMjIy7K8cOnv2LLdu3XJ6mOer+ud//md+8pOf0Nrayk9/+lPWrl3LnDlzaGxsJCcnh4aGBnttXV0dtbW1D53r6tWr5Obmcu3aNdLT0x2CaGtra7vj2vrajtCfBk/PJxUREZEuJS4ujvj4eObNm8eqVaswmUwUFhYC93cS+/fvT9++fR/p2m+//TY+Pj689957zJw5k/j4eHJycli/fj11dXWsX7/eXms0GvH392fo0KEur1VZWUl2djafffYZM2fOJC8vz6G/Z8+e7b7Psq39adm1BB2Li4iIdCmeAd/r7CV0iri4OPz8/Lhw4QJw/x7IB58S/1OYzWZMJhNjxoxxej/myJEj+fa3v21/UTrcD5cxMTF4ezvHouPHj7N8+XKsVit5eXmkp6c71YSGhjrshD7IZDIRGBiIj4/PI32Wx5HCpYiISBfijieyuyqz2cycOXMYPHgwq1evduiz2Wy0tLTg4+NDfX09NTU1LF68+JHm8fb2xsPDgy+++MJl/7179+zH1VarlTNnzric6+jRoyxbtgwvLy9Wr15NYmKiy+tFRkZy8eJF6urqHMKsxWKhurqaUaNGPdLneFzpWFxEREQ6RGBgIN7e3hw/ftzpBeg7d+7EZrORkJCAwWDAz8+P4cOHP9I8/v7+DBs2jNOnT3Pp0iWHvhMnTvDZZ5/xwx/+EICysjKsVqvTC9UvXbpEfn4+3t7eFBQUtBssASZMmADAjh07HNr37NlDS0sLEydOfKTP8bjSzqWIiIh0mNdee428vDxyc3NJSUkhKCiI0tJSjh49yrBhw0hLS2Pp0qVER0e7PKb+qn72s5+Rk5NDTk4OU6dOpV+/fly6dIni4mK++c1v2u+bNBgMDB482OEVSAAbN27EarUyZswYTCYTH330kdMcCQkJ+Pr6MnToUJKSkigqKuLGjRuMGjWKyspKiouLiYuLs7+4/WmhcCkiIiIdZsSIERQWFrJ161b27t2LxWIhLCyMuXPnkpGRgYeHB6WlpSxcuPBrzTNw4EB27NjBtm3bOHjwIH/4wx/45je/ycSJE/nbv/1b+0vUT5w4wbhx4xzG3r17l7KyMuB++DQYDC7nKC4uxtfXF4ClS5fSr18/Dhw4wCeffEJwcDBZWVnMmjXrqfpdcQAPs9nc/vPzIiIi4laNjY1Ovw4j8qfqyn9HuudSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJEREQ6VF1dHcuXLycpKYmxY8eSlZXFxx9/7LK2vLycmJgY6urqnPpu3rxJUlISW7dudTm2vr6e/Px8fvzjHxMfH09mZiYfffRRu+tqaGggJiaG06dPA2CxWNi8eTNTp04lNjaWxMREFi5cSEVFhdPYe/fusWvXLqZNm0ZcXBxTpkxh06ZNWCyWr/KVPFG8O3sBIiIi8vRoaGggOzsbm83G9OnTCQoK4vDhwyxbtoz6+noyMjIc6o1GI+Hh4YSFhTm0WywWXn31VUwmk8t5rl27xuzZs2lqamLixIkMGTKEsrIy8vPzuXjxIgsXLnQaYzAY6NmzJ8OHD6e1tZXFixdTUlJCYmIiaWlpNDU1sX//fnJyctiwYQMxMTH2sWvWrKGoqIjnn3+e6dOnU1VVxfbt27l48SIFBQV4eHi44dt7PChcioiISIfZvHkzTU1NFBYWEhkZCUBycjKZmZls27aN5ORk/P397fUGg4HY2FiHa1RXV/P6669TXV3d7jwFBQVcv36dn//85/zVX/0VACkpKfTp04edO3cSHx/PyJEjHcYYjUaio6Pp1q0bhw4doqSkhMzMTObPn2+vmTx5Mmlpaaxbt469e/cCcP78eYqKikhOTmbJkiX22tDQUDZt2sSRI0cYP378I35jjx8di4uIiEiH8fDwIDY21h4sAby8vIiKisJisVBbW2tvb2xs5PLly4wZM8be9sEHH5Cenk5jYyMzZsxwOYfNZsNgMPCtb32L5ORkh77Zs2cDUFRU5DSmtLTUPtepU6cAmDp1qkNdSEgII0eOpKamBrPZDMDBgwcBmDlzpkNtamoqPj4+9v6nhXYuRUREupCtH67s7CW0K2fiiq99jfz8fJftVVVVeHp6EhISYm8zGAz4+voyYsQIh7qkpCTmzp1LbW0tu3btcrqW2WzGarUycOBAp+Pov/iLv+Ab3/gGlZWVDu3l5eXcvn2b0aNHA7BgwQJSUlIIDg52uv7169cB8PS8v0dXUVFBQEAA4eHhDnU9evQgIiKC8+fPt/t9PIkULkVERLqQzxrbP+p90jQ3N3PlyhX27dtHaWkpqamp9OrVy95vNBqJioqie/fu9rY33njD/u8Hdzkf5OvrC8CtW7ec+u7du8fNmzedHrQxGAwMHDjQHm4DAwMJDAx0Gn/u3DkqKioYNGgQAQEBAJhMJvr06eNyLcHBwVRWVtLc3Oxw3P8k07G4iIiIdIqVK1eSmZnJ7373OyIjI+1H1gB3797l9OnTTvdbPhg02+Pv709ERATnzp3j2rVrDn3Hjh3j7t27WK1Wh3aj0eg01x8zmUysWHF/9zYnJ8fe3tzcbA+0f6xHjx4A3Llz50vX/aRQuBQREZFOMWnSJNauXUtWVhaXL18mIyPD/sqhs2fPcuvWrS8NfO3JycnBarXy05/+lBMnTnD16lV+97vf8Ytf/IKAgAC8vf/n8Lauro7a2tqHznX16lVyc3O5du0a6enpxMfH2/taW1vbHdfW13aE/jR4ej6piIiIdClxcXHEx8czb948Vq1ahclkorCwELi/k9i/f3/69u37SNf+0Y9+xPLly/n973/PT3/6U1566SXWr1/PT3/6U5599ln7kXbbXP7+/gwdOtTltSorK8nOzuazzz5j5syZ5OXlOfT37Nmz3fdZtrU/LUfioHsuRUREupRv9Y7o7CV0iri4OPz8/Lhw4QJw/x7IB58SfxSTJk3ixz/+MZcuXcLT05OBAwfSvXt3tm3bRr9+/ex1RqORmJgYh93MNsePH2f58uVYrVby8vJIT093qgkNDaWhocHlGkwmE4GBgfj4+Hytz/I4UbgUERHpQtzxRHZXZTabmTNnDoMHD2b16tUOfTabjZaWFnx8fKivr6empobFixc/8lwGg4EbN27w4osvOrz26P/9v/9HfX09EydOBMBqtXLmzBmXcx09epRly5bh5eXF6tWrSUxMdDlXZGQkFy9epK6uzuFl7xaLherqakaNGvXIn+NxpGNxERER6RCBgYF4e3tz/Phxpxeg79y5E5vNRkJCAgaDAT8/P4YPH/7Ic3388ce88cYbXLlyxd5ms9nYuHEjPj4+9vdXlpWVYbVa7a8ganPp0iXy8/Px9vamoKCg3WAJMGHCBAB27Njh0L5nzx5aWlrsQfZpoZ1LERER6TCvvfYaeXl55ObmkpKSQlBQEKWlpRw9epRhw4aRlpbG0qVLiY6OdnlM/VVlZGTwr//6ryxYsIC//uu/pkePHnz00UdUVFSwbNky+yuPDAYDgwcPdngFEsDGjRuxWq2MGTMGk8nk8jfJExIS8PX1ZejQoSQlJVFUVMSNGzcYNWoUlZWVFBcXExcXR0JCwiN/jseRwqWIiIh0mBEjRlBYWMjWrVvZu3cvFouFsLAw5s6dS0ZGBh4eHpSWlrr87e8/RUREBJs3b2bLli1s376dL774gsGDB7Nx40Z++MMf2utOnDjBuHHjHMbevXuXsrIy4H74NBgMLucoLi62v4Jo6dKl9OvXjwMHDvDJJ58QHBxMVlYWs2bNeqp+VxzAw2w2t//8vIiIiLhVY2MjvXv37uxlyGOuK/8d6Z5LEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEb785egIiIiDxd6urqePfddykvL+fGjRsMHDiQtLQ0xo8f71RbXl7O3LlzKSoqIiwsDLPZzLZt2/j3f/93Ghsb8ff35wc/+AFz587lO9/5jsNYi8XC9u3bOXToEI2NjYSEhPDSSy+RlpaGl5eX01wNDQ1MmjSJd955h+joaCwWC++//z5Hjhzh2rVr+Pr6MnToULKzs4mMjHQYe+/ePfbu3UtxcTHXrl0jKCiIF154gaysLHr06OHW76+rU7gUERGRDtPQ0EB2djY2m43p06cTFBTE4cOHWbZsGfX19WRkZDjUG41GwsPDCQsLw2q1kpubS01NDUlJSQwZMoSrV6+yf/9+Tp48yXvvvUdERAQAX3zxBT//+c85ceIEkyZN4rnnnqOkpISNGzdy5coVli5d6rQ2g8FAz549GT58OK2trSxevJiSkhISExNJS0ujqamJ/fv3k5OTw4YNG4iJibGPXbNmDUVFRTz//PNMnz6dqqoqtm/fzsWLFykoKMDDw+PP+8V2IQqXIiIi0mE2b95MU1MThYWF9t2/5ORkMjMz2bZtG8nJyfj7+9vrDQYDsbGxAOzevZvq6mqWLFlCcnKyvWbcuHHMnj2bt99+m/Xr1wPwL//yLxiNRn7yk58wa9Ys+zy/+MUvKCoqYvLkyU67j0ajkejoaLp168ahQ4coKSkhMzOT+fPn22smT55MWloa69atY+/evQCcP3+eoqIikpOTWbJkib02NDSUTZs2ceTIEZe7sk8q3XMpIiIiHcbDw4PY2FiHYOfl5UVUVBQWi4Xa2lp7e2NjI5cvX2bMmDEAlJSU0K1bNyZPnuxwze9973sMGDCAsrIye9uHH35It27dmDZtmkPt3/zN3wBw8OBBh3abzUZpaal9rlOnTgEwdepUh7qQkBBGjhxJTU0NZrPZ4VozZ850qE1NTcXHx8dprieddi5FRES6kN/+9redvYR2TZky5WtfIz8/32V7VVUVnp6ehISE2NsMBgO+vr6MGDECgDfffJPr16873S/Z2tpKU1MTnp7/s2dWUVFBREQEvr6+DrVhYWF84xvf4Pz58w7t5eXl3L59m9GjRwOwYMECUlJSCA4Odlrr9evXAezzVVRUEBAQQHh4uENdjx49iIiIcJrrSadwKSIi0oWYTKbOXkKHaW5u5sqVK+zbt4/S0lJSU1Pp1auXvd9oNBIVFUX37t0B6NWrl0N/m0OHDvH5558zduxY4P6DPDdu3LCH0j8WHBzM1atXHdoMBgMDBw60h9vAwEACAwOdxp47d46KigoGDRpEQEAAcP//sz59+rQ7V2VlJc3NzQ7H/U8yhUsRERHpFCtXruTYsWMAREZGMnv2bHvf3bt3OX36NC+//PJDr1FdXc3atWvx8vIiOzsbuB9aAXr27OlyTI8ePbhz545Dm9FoJD4+/qFzmUwmVqxYAUBOTo69vbm52WnX8sG5AO7cufPUhEvdcykiIiKdYtKkSaxdu5asrCwuX75MRkYGdXV1AJw9e5Zbt27ZH+Zxpaqqivnz53Pz5k0WLVrEs88+C9w/Jn/wf/9Ya2urw9F6XV0dtbW1D53r6tWr5Obmcu3aNdLT0x2CaHvzPNj34JH9k+7p+aQiIiLSpcTFxREfH8+8efNYtWoVJpOJwsJC4P5OYv/+/enbt6/LsQaDgXnz5mE2m1m0aBEpKSn2vrYdS4vF4nKsxWLBz8/P/m+j0Yi/vz9Dhw51WV9ZWUl2djafffYZM2fOJC8vz6G/Z8+eD50LeGp2LUHH4iIiIl2KqwdIngZxcXH4+flx4cIF4H54bHty+4/t37+fX/3qV3h6erJy5UpeeOEFh34/Pz8CAwPbvX/VZDI5hFaj0UhMTAze3s6x6Pjx4yxfvhyr1UpeXh7p6elONaGhoTQ0NLQ7V2BgID4+Pq4/+BNI4VJERKQLcccT2V2V2Wxmzpw5DB48mNWrVzv02Ww2Wlpa8PHxob6+npqaGhYvXux0jd27d7N+/XoCAgJYs2YNI0eOdDnXc889R2lpKRaLxeEXcurq6jCbzfZAarVaOXPmjMu5jh49yrJly/Dy8mL16tUkJia6nCsyMpKLFy9SV1dHWFiYvd1isVBdXc2oUaO+/Mt5guhYXERERDpEYGAg3t7eHD9+nOrqaoe+nTt3YrPZSEhIwGAw4Ofnx/Dhwx1qTpw4wYYNG3jmmWfYsmVLu8ESYMKECVitVvuLztvs2LEDgKSkJADKysqwWq32VxC1uXTpEvn5+Xh7e1NQUNBusGyb68Frt9mzZw8tLS1MnDix3bFPIu1cioiISId57bXXyMvLIzc3l5SUFIKCgigtLeXo0aMMGzaMtLQ0li5dSnR0tNMx9VtvvUVraytxcXF8+umnfPrpp07Xf/HFFwH48Y9/zG9/+1s2bdrE1atXGTJkCCdPnuRf/uVf+Ou//mu++93vAveP3wcPHuz0iqONGzditVoZM2YMJpOJjz76yGmuhIQE+++NJyUlUVRUxI0bNxg1ahSVlZUUFxcTFxdHQkKCm769x4OH2Wxu/xEnERERcavGxkZ69+7d2cvoVJ9++ilbt26lvLwci8VCWFgYL7zwAhkZGXh4eDBu3DgWLlzISy+9ZB9TX1/v9Ms8rrT9sg7cf/3Ptm3bOHz4MGazmdDQUJKTk5k+fbr96e2pU6cybtw4cnNz7ePu3r1LfHw8NpvtoXMVFxcTGhpqH7Njxw4OHDiAyWQiODiYCRMmMGvWLIdjeXfpyn9HCpciIiIdqCuHAnl8dOW/I91zKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIh2qrq6O5cuXk5SUxNixY8nKyuLjjz92WVteXk5MTAx1dXUAmM1m1q5dy5QpU4iNjeXHP/4xS5Ys4b/+678eOufVq1eJj4/n4MGD7dY0NDQQExPD6dOnAbBYLGzevJmpU6cSGxtLYmIiCxcupKKiwmnsvXv32LVrF9OmTSMuLo4pU6awadMmLBbLV/xWnhzenb0AEREReXo0NDSQnZ2NzWZj+vTpBAUFcfjwYZYtW0Z9fT0ZGRkO9UajkfDwcMLCwrBareTm5lJTU0NSUhJDhgzh6tWr7N+/n5MnT/Lee+8RERHhNOf169dZuHAhd+7ceejaDAYDPXv2ZPjw4bS2trJ48WJKSkpITEwkLS2NpqYm9u/fT05ODhs2bCAmJsY+ds2aNRQVFfH8888zffp0qqqq2L59OxcvXqSgoAAPDw/3fIGPAYVLERER6TCbN2+mqamJwsJCIiMjAUhOTiYzM5Nt27aRnJyMv7+/vd5gMBAbGwvA7t27qa6uZsmSJSQnJ9trxo0bx+zZs3n77bdZv369w3zl5eWsWLGChoaGL12b0WgkOjqabt26cejQIUpKSsjMzGT+/Pn2msmTJ5OWlsa6devYu3cvAOfPn6eoqIjk5GSWLFlirw0NDWXTpk0cOXKE8ePHP8K39XjSsbiIiIh0GA8PD2JjY+3BEsDLy4uoqCgsFgu1tbX29sbGRi5fvsyYMWMAKCkpoVu3bkyePNnhmt/73vcYMGAAZWVlDu1r1qxh7ty5tLa2OoRRV2w2G6Wlpfa5Tp06BcDUqVMd6kJCQhg5ciQ1NTWYzWYA+1H7zJkzHWpTU1Px8fF56FH8k0g7lyIiIl3I3pf+obOX0K7pxTO/vOhL5Ofnu2yvqqrC09OTkJAQe5vBYMDX15cRI0YA8Oabb3L9+nW8vLwcxra2ttLU1ISnp+Oe2aVLl0hPTycrK4tjx45RVFTU7rrKy8u5ffs2o0ePBmDBggWkpKQQHBzsVHv9+nUA+3wVFRUEBAQQHh7uUNejRw8iIiI4f/58u/M+iRQuRUREupD68mudvYQO09zczJUrV9i3bx+lpaWkpqbSq1cve7/RaCQqKoru3bsD0KtXL4f+NocOHeLzzz9n7NixDu3vvPOOfeyXMRgMDBw40B5uAwMDCQwMdKo7d+4cFRUVDBo0iICAAABMJhN9+vRxed3g4GAqKytpbm52OO5/kilcioiISKdYuXIlx44dAyAyMpLZs2fb++7evcvp06d5+eWXH3qN6upq1q5di5eXF9nZ2Q59XzVYwv0gGx8f/9Aak8nEihUrAMjJybG3Nzc3O+1atunRowcAd+7ceWrCpe65FBERkU4xadIk1q5dS1ZWFpcvXyYjI8P+yqGzZ89y69Yt+8M8rlRVVTF//nxu3rzJokWLePbZZx9pHXV1ddTW1j50rqtXr5Kbm8u1a9dIT093CKKtra3tjmvr++Mj+yfZ0/NJRUREpEuJi4sjPj6eefPmsWrVKkwmE4WFhcD9ncT+/fvTt29fl2MNBgPz5s3DbDazaNEiUlJSHnkdRqMRf39/hg4d6rK/srKS7OxsPvvsM2bOnEleXp5Df8+ePdt9n2Vb+9Oyawk6FhcREelS+oxwHaaedHFxcfj5+XHhwgXgfnhse3L7j+3fv59f/epXeHp6snLlSl544YWvNbfRaCQmJgZvb+dYdPz4cZYvX47VaiUvL4/09HSnmtDQ0HZfdWQymQgMDMTHx+drrfFxonApIiLShbjjieyuymw2M2fOHAYPHszq1asd+mw2Gy0tLfj4+FBfX09NTQ2LFy92usbu3btZv349AQEBrFmzhpEjR36tNVmtVs6cOeNyrqNHj7Js2TK8vLxYvXo1iYmJLq8RGRnJxYsXqaurIywszN5usViorq5m1KhRX2uNjxsdi4uIiEiHCAwMxNvbm+PHj1NdXe3Qt3PnTmw2GwkJCRgMBvz8/Bg+fLhDzYkTJ9iwYQPPPPMMW7Zs+drBEqCsrAyr1Wp/BVGbS5cukZ+fj7e3NwUFBe0GS4AJEyYAsGPHDof2PXv20NLSwsSJE7/2Oh8n2rkUERGRDvPaa6+Rl5dHbm4uKSkpBAUFUVpaytGjRxk2bBhpaWksXbqU6Ohop2Pqt956i9bWVuLi4vj000/59NNPna7/4osv/knrMRgMDB482OkVRxs3bsRqtTJmzBhMJhMfffSR09iEhAR8fX0ZOnQoSUlJFBUVcePGDUaNGkVlZSXFxcXExcWRkJDwJ63pcadwKSIiIh1mxIgRFBYWsnXrVvbu3YvFYiEsLIy5c+eSkZGBh4cHpaWlLFy40GFcfX29/dd7Dh482O6v3vyp4fLEiROMGzfOoe3u3bv2X/sxGAwYDAaXY4uLi/H19QVg6dKl9OvXjwMHDvDJJ58QHBxMVlYWs2bNeqp+VxzAw2w2t//8vIiIiLhVY2MjvXv37uxlyGOuK/8d6Z5LEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEb785egIiIiDxd6urqePfddykvL+fGjRsMHDiQtLQ0xo8f71RbXl7O3LlzKSoqIiwsDLPZzLZt2/j3f/93Ghsb8ff35wc/+AFz587lO9/5jsPYa9eusXXrVkpKSmhqauIb3/gGo0ePZt68efTu3dtproaGBiZNmsQ777xDdHQ0FouF999/nyNHjnDt2jV8fX0ZOnQo2dnZREZGOoy9d+8ee/fupbi4mGvXrhEUFMQLL7xAVlYWPXr0cOv319UpXIqIiEiHaWhoIDs7G5vNxvTp0wkKCuLw4cMsW7aM+vp6MjIyHOqNRiPh4eGEhYVhtVrJzc2lpqaGpKQkhgwZwtWrV9m/fz8nT57kvffeIyIiAoCmpiays7O5efMmycnJfOc736G6upri4mJKSkr44IMP6NWrl8NcBoOBnj17Mnz4cFpbW1m8eDElJSUkJiaSlpZGU1MT+/fvJycnhw0bNhATE2Mfu2bNGoqKinj++eeZPn06VVVVbN++nYsXL1JQUICHh8ef/8vtIhQuRUREpMNs3ryZpqYmCgsL7bt/ycnJZGZmsm3bNpKTk/H397fXGwwGYmNjAdi9ezfV1dUsWbKE5ORke824ceOYPXs2b7/9NuvXrwfg3Xff5fPPP6egoIDRo0fba3/4wx/y6quv8utf/5qf/exnDmszGo1ER0fTrVs3Dh06RElJCZmZmcyfP99eM3nyZNLS0li3bh179+4F4Pz58xQVFZGcnMySJUvstaGhoWzatIkjR4643JV9UumeSxEREekwHh4exMbGOhwre3l5ERUVhcVioba21t7e2NjI5cuXGTNmDAAlJSV069aNyZMnO1zze9/7HgMGDKCsrMzeVlJSQlhYmEOwBBg7diz+/v4OtQA2m43S0lL7XKdOnQJg6tSpDnUhISGMHDmSmpoazGYzAAcPHgRg5syZDrWpqan4+PjY+58W2rkUERHpQsYfNHX2Etr1cVLw175Gfn6+y/aqqio8PT0JCQmxtxkMBnx9fRkxYgQAb775JtevX8fLy8thbGtrK01NTXh6/s+e2ZYtW7h9+7bTPHfu3OHOnTsOtXD/3s7bt2/bw+iCBQtISUkhONj5M1+/fh3Afo2KigoCAgIIDw93qOvRowcRERGcP3/e9ZfxhFK4FBER6UJON9o6ewkdprm5mStXrrBv3z5KS0tJTU11uA/SaDQSFRVF9+7dAejVq5fTfZIAhw4d4vPPP2fs2LH2tgdD6oN2797NvXv3iIqKcmg3GAwMHDjQPi4wMJDAwECn8efOnaOiooJBgwYREBAAgMlkok+fPi7nCw4OprKykubmZofj/ieZwqWIiIh0ipUrV3Ls2DEAIiMjmT17tr3v7t27nD59mpdffvmh16iurmbt2rV4eXmRnZ390NrTp09TWFiIn5+f0xG20WgkPj7+oeNNJhMrVqwAICcnx97e3NzstGvZpu1J8Tt37jw14VL3XIqIiEinmDRpEmvXriUrK4vLly+TkZFBXV0dAGfPnuXWrVv2h3lcqaqqYv78+dy8eZNFixbx7LPPtlt78uRJFi1axBdffMEbb7zhsLNZV1dHbW3tQ+e6evUqubm5XLt2jfT0dIcg2tra2u64tr4/PoZ/kj09n1RERES6lLi4OOLj45k3bx6rVq3CZDJRWFgI3N9J7N+/P3379nU51mAwMG/ePMxmM4sWLSIlJaXdef7v//2//N3f/R337t3jf//v/+1wfN42l7+/P0OHDnU5vrKykuzsbD777DNmzpxJXl6eQ3/Pnj2xWCwux7a1Py27lqBjcRERkS4lune3zl5Cp4iLi8PPz48LFy4A98Nj25Pbf2z//v386le/wtPTk5UrV/LCCy+0e93Nmzfz/vvv4+/vzy9/+Uuio6OdaoxGIzExMXh7O8ei48ePs3z5cqxWK3l5eaSnpzvVhIaG0tDQ4HJ+k8lEYGAgPj4+7a7xSaNwKSIi0oW444nsrspsNjNnzhwGDx7M6tWrHfpsNhstLS34+PhQX19PTU0NixcvdrrG7t27Wb9+PQEBAaxZs4aRI0e2O99bb73Fnj176NOnD+vXr7e/YP1BVquVM2fOuJzr6NGjLFu2DC8vL1avXk1iYqLLeSIjI7l48SJ1dXWEhYXZ2y0WC9XV1YwaNardNT6JdCwuIiIiHSIwMBBvb2+OHz9OdXW1Q9/OnTux2WwkJCRgMBjw8/Nj+PDhDjUnTpxgw4YNPPPMM2zZsuWhwbKoqIg9e/bQr18/h1/u+WNlZWVYrVan92FeunSJ/Px8vL29KSgoaDdYAkyYMAGAHTt2OLTv2bOHlpYWJk6c2O7YJ5F2LkVERKTDvPbaa+Tl5ZGbm0tKSgpBQUGUlpZy9OhRhg0bRlpaGkuXLiU6OtrpmPqtt96itbWVuLg4Pv30Uz799FOn67/44ovcuXOHd955B4CEhATOnDnjVOfr62sPsoMHD3Z6xdHGjRuxWq2MGTMGk8nERx995HSNhIQE+++NJyUlUVRUxI0bNxg1ahSVlZUUFxcTFxdHQkLC1/jGHj8eZrO5/UecRERExK0aGxvp3bt3Zy+jU3366ads3bqV8vJyLBYLYWFhvPDCC2RkZODh4cG4ceNYuHAhL730kn1MfX290y/zuHLq1CnKysqYN2/eQ+v69u3Lb3/7W6ZOncq4cePIzc219929e5f4+Hhstoe/c7S4uJjQ0FD7mB07dnDgwAFMJhPBwcFMmDCBWbNm2V9H5E5d+e9I4VJERKQDdeVQII+Prvx3pHsuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtvDt7ASIiIvJ0qaur491336W8vJwbN24wcOBA0tLSGD9+vFNteXk5c+fOpaioiLCwMMxmM9u2bePf//3faWxsxN/fnx/84AfMnTuX73znOw5jr1+/ztatWzlx4gTXr1/nW9/6FlOnTuWv/uqv8PDwcJqroaGBSZMm8c477xAdHY3FYuH999/nyJEjXLt2DV9fX4YOHUp2djaRkZEOY+/du8fevXspLi7m2rVrBAUF8cILL5CVlUWPHj3c+v11dQqXIiIi0mEaGhrIzs7GZrMxffp0goKCOHz4MMuWLaO+vp6MjAyHeqPRSHh4OGFhYVitVnJzc6mpqSEpKYkhQ4Zw9epV9u/fz8mTJ3nvvfeIiIgAoLm5mblz51JfX09KSgr9+vXjxIkT/PKXv6S6upqf/exnTmszGAz07NmT4cOH09rayuLFiykpKSExMZG0tDSamprYv38/OTk5bNiwgZiYGPvYNWvWUFRUxPPPP8/06dOpqqpi+/btXLx4kYKCApdh9kmlcCkiIiIdZvPmzTQ1NVFYWGjf/UtOTiYzM5Nt27aRnJyMv7+/vd5gMBAbGwvA7t27qa6uZsmSJSQnJ9trxo0bx+zZs3n77bdZv349ALt27aK2tpZVq1bZd0SnTp3KokWL2L9/P6mpqYSHhzuszWg0Eh0dTbdu3Th06BAlJSVkZmYyf/58e83kyZNJS0tj3bp17N27F4Dz589TVFREcnIyS5YssdeGhoayadMmjhw54nJX9kmley5FRESkw3h4eBAbG+twrOzl5UVUVBQWi4Xa2lp7e2NjI5cvX2bMmDEAlJSU0K1bNyZPnuxwze9973sMGDCAsrIye1tLSwtDhgwhMTHRofaHP/whra2tVFVVObTbbDZKS0vtc506dQq4H0gfFBISwsiRI6mpqcFsNgNw8OBBAGbOnOlQm5qaio+Pj73/aaGdSxERkS7Ed+X8Ly/qJHdWbPra18jPz3fZXlVVhaenJyEhIfY2g8GAr68vI0aMAODNN9/k+vXreHl5OYxtbW2lqakJT8//2TN7+eWX250H7u8qPqi8vJzbt28zevRoABYsWEBKSgrBwcFO17h+/TqAfb6KigoCAgKcdkJ79OhBREQE58+fd7mWJ5XCpYiISBfiVV3Z2UvoMM3NzVy5coV9+/ZRWlpKamoqvXr1svcbjUaioqLo3r07AL169XLob3Po0CE+//xzxo4d63KeO3fuUFdXx+9+9zsOHDhAfHw8zz33nEONwWBg4MCB9nAbGBhIYGCg07XOnTtHRUUFgwYNIiAgAACTyUSfPn1czh0cHExlZSXNzc0Ox/1PMoVLERER6RQrV67k2LFjAERGRjJ79mx73927dzl9+nS7O5BtqqurWbt2LV5eXmRnZ7useffdd9m9ezcA3/rWt3jllVecaoxGI/Hx8Q+dy2QysWLFCgBycnLs7c3NzU67lm3anhS/c+fOUxMudc+liIiIdIpJkyaxdu1asrKyuHz5MhkZGdTV1QFw9uxZbt26ZX+Yx5Wqqirmz5/PzZs3WbRoEc8++6zLur/8y7/kV7/6FT/5yU/4wx/+QHp6OpWV/7NDXFdXR21t7UPnunr1Krm5uVy7do309HSHINra2truuLa+B4/sn3RPzycVERGRLiUuLo74+HjmzZvHqlWrMJlMFBYWAvd3Evv370/fvn1djjUYDMybNw+z2cyiRYtISUlpd57o6GjGjh3LrFmzeOedd7BYLPz93/+9vd9oNOLv78/QoUNdjq+srCQ7O5vPPvuMmTNnkpeX59Dfs2dPLBaLy7Ft7U/LriXoWFxERKRLuRcxpLOX0Cni4uLw8/PjwoULwP3w2Pbk9h/bv38/v/rVr/D09GTlypW88MILX3me7373u/Tv398+D9wPlzExMXh7O8ei48ePs3z5cqxWK3l5eaSnpzvVhIaG0tDQ4HI+k8lEYGAgPj4+X3mNjzuFSxERkS7EHU9kd1Vms5k5c+YwePBgVq9e7dBns9loaWnBx8eH+vp6ampqWLx4sdM1du/ezfr16wkICGDNmjWMHDnSqaa1tZWMjAy6d+/Or3/9a6f+W7du2cOe1WrlzJkzLuc6evQoy5Ytw8vLi9WrVzu91qhNZGQkFy9epK6ujrCwMHu7xWKhurqaUaNGPfyLecLoWFxEREQ6RGBgIN7e3hw/fpzq6mqHvp07d2Kz2UhISMBgMODn58fw4cMdak6cOMGGDRt45pln2LJli8tgCfffpdm7d28qKio4efKkQ98///M/c+3aNRISEgAoKyvDarXaX0HU5tKlS+Tn5+Pt7U1BQUG7wRJgwoQJAOzYscOhfc+ePbS0tDBx4sR2xz6JtHMpIiIiHea1114jLy+P3NxcUlJSCAoKorS0lKNHjzJs2DDS0tJYunQp0dHRTsfUb731Fq2trcTFxfHpp5/y6aefOl3/xRdfBOCVV17hP//zP3nttdeYOnUq/fr14/z583z44Yd8+9vfJjc3F7h//D548GCnVxxt3LgRq9XKmDFjMJlMfPTRR05zJSQk2H9vPCkpiaKiIm7cuMGoUaOorKykuLiYuLg4e5B9WniYzeb2H3ESERERt2psbKR3796dvYxO9emnn7J161bKy8uxWCyEhYXxwgsvkJGRgYeHB+PGjWPhwoW89NJL9jH19fVOv8zjStsv68D9p8DfffddSkpKuHnzJiEhITz//PNkZWXZH7CZOnUq48aNs4dNuP8apPj4eGw220PnKi4utr+M/e7du+zYsYMDBw5gMpkIDg5mwoQJzJo1y/46Infqyn9HCpciIiIdqCuHAnl8dOW/I91zKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIh2qrq6O5cuXk5SUxNixY8nKyuLjjz92WVteXk5MTAx1dXUAmM1m1q5dy5QpU4iNjeXHP/4xS5Ys4b/+67++dN7XX3+dmJgYrl696rK/oaGBmJgYTp8+DYDFYmHz5s1MnTqV2NhYEhMTWbhwIRUVFU5j7927x65du5g2bRpxcXFMmTKFTZs2YbFYvuK38uTw7uwFiIiIyNOjoaGB7OxsbDYb06dPJygoiMOHD7Ns2TLq6+vJyMhwqDcajYSHhxMWFobVaiU3N5eamhqSkpIYMmQIV69eZf/+/Zw8eZL33nuPiIgIl/P+7ne/4/Dhww9dm8FgoGfPngwfPpzW1lYWL15MSUkJiYmJpKWl0dTUxP79+8nJyWHDhg3ExMTYx65Zs4aioiKef/55pk+fTlVVFdu3b+fixYsUFBTg4eHx9b+8x4TCpYiIiHSYzZs309TURGFhIZGRkQAkJyeTmZnJtm3bSE5Oxt/f315vMBiIjY0FYPfu3VRXV7NkyRKSk5PtNePGjWP27Nm8/fbbrF+/3mnOq1evsnbtWrp3705LS0u7azMajURHR9OtWzcOHTpESUkJmZmZzJ8/314zefJk0tLSWLduHXv37gXg/PnzFBUVkZyczJIlS+y1oaGhbNq0iSNHjjB+/PhH/MYePzoWFxERkQ7j4eFBbGysPVgCeHl5ERUVhcVioba21t7e2NjI5cuXGTNmDAAlJSV069aNyZMnO1zze9/7HgMGDKCsrMxpvnv37pGfn0+/fv340Y9+1O66bDYbpaWl9rlOnToFwNSpUx3qQkJCGDlyJDU1NZjNZgAOHjwIwMyZMx1qU1NT8fHxsfc/LbRzKSIi0oXcKX2ls5fQLt+oDV/7Gvn5+S7bq6qq8PT0JCQkxN5mMBjw9fVlxIgRALz55ptcv34dLy8vh7Gtra00NTXh6em8Z/bBBx9w8eJFtm/fzm9+85t211VeXs7t27cZPXo0AAsWLCAlJYXg4GCn2uvXrwPY56uoqCAgIIDw8HCHuh49ehAREcH58+fbnfdJpHApIiLShXxx42JnL6HDNDc3c+XKFfbt20dpaSmpqan06tXL3m80GomKiqJ79+4A9OrVy6G/zaFDh/j8888ZO3asQ3tFRQXvvfcer7zyCgMGDHjoWgwGAwMHDrSH28DAQAIDA53qzp07R0VFBYMGDSIgIAAAk8lEnz59XF43ODiYyspKmpubHY77n2QKlyIiItIpVq5cybFjxwCIjIxk9uzZ9r67d+9y+vRpXn755Ydeo7q6mrVr1+Ll5UV2dra9/fbt2+Tn5/ODH/yAadOmfelajEYj8fHxD60xmUysWLECgJycHHt7c3Oz065lmx49egBw586dpyZc6p5LERER6RSTJk1i7dq1ZGVlcfnyZTIyMuyvHDp79iy3bt2yP8zjSlVVFfPnz+fmzZssWrSIZ5991t63bt06/vCHP7BixYovfVK7rq6O2trah8519epVcnNzuXbtGunp6Q5BtLW1td1xbX2ujuyfVE/PJxUREZEuJS4ujvj4eObNm8eqVaswmUwUFhYC93cS+/fvT9++fV2ONRgMzJs3D7PZzKJFi0hJSbH3/eu//isHDhxg3rx5dO/eHbPZjNlsxmazAXDz5k37wzhtc/n7+zN06FCXc1VWVpKdnc1nn33GzJkzycvLc+jv2bNnu++zbGt/WnYtQcfiIiIiXYpnwPc6ewmdIi4uDj8/Py5cuADcD49tT27/sf379/OrX/0KT09PVq5cyQsvvODQ/8knnwD33z25Zs0ap/Ft79JseyLcaDQSExODt7dzLDp+/DjLly/HarWSl5dHenq6U01oaCgNDQ0u12oymQgMDMTHx6e9j/7EUbgUERHpQtzxRHZXZTabmTNnDoMHD2b16tUOfTabjZaWFnx8fKivr6empobFixc7XWP37t2sX7+egIAA1qxZw8iRI51qMjIyePHFF53af/Ob31BSUsLKlSsJCgoCwGq1cubMGZdzHT16lGXLluHl5cXq1atJTEx0+bkiIyO5ePEidXV1hIWF2dstFgvV1dWMGjXq4V/ME0bH4iIiItIhAgMD8fb25vjx41RXVzv07dy5E5vNRkJCAgaDAT8/P4YPH+5Qc+LECTZs2MAzzzzDli1bXAZLgAEDBhATE+P0X9uT5kOHDrX/uk5ZWRlWq9X+CqI2ly5dIj8/H29vbwoKCtoNlgATJkwAYMeOHQ7te/bsoaWlhYkTJ375l/ME0c6liIiIdJjXXnuNvLw8cnNzSUlJISgoiNLSUo4ePcqwYcNIS0tj6dKlREdHOx1Tv/XWW7S2thIXF8enn37Kp59+6nR9VzuWD2MwGBg8eLDTK442btyI1WplzJgxmEwmPvroI6exCQkJ+Pr6MnToUJKSkigqKuLGjRuMGjWKyspKiouLiYuLIyEh4U9a0+NO4VJEREQ6zIgRIygsLGTr1q3s3bsXi8VCWFgYc+fOJSMjAw8PD0pLS1m4cKHDuPr6evuv9xw8eLDdX735U8PliRMnGDdunEPb3bt37b/2YzAYMBgMLscWFxfj6+sLwNKlS+nXrx8HDhzgk08+ITg4mKysLGbNmvVU/a44gIfZbG7/+XkRERFxq8bGRnr37t3Zy5DHXFf+O9I9lyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNt6dvQARERF5utTV1fHuu+9SXl7OjRs3GDhwIGlpaYwfP96ptry8nLlz51JUVERYWBhms5lt27bx7//+7zQ2NuLv788PfvAD5s6dy3e+8x2HsYWFhWzZssXlGubMmUNOTo5DW0NDA5MmTeKdd94hOjoai8XC+++/z5EjR7h27Rq+vr4MHTqU7OxsIiMjHcbeu3ePvXv3UlxczLVr1wgKCuKFF14gKyuLHj16fL0v7DGjcCkiIiIdpqGhgezsbGw2G9OnTycoKIjDhw+zbNky6uvrycjIcKg3Go2Eh4cTFhaG1WolNzeXmpoakpKSGDJkCFevXmX//v2cPHmS9957j4iICPvYy5cv4+vry89//nOndQwcONCpzWAw0LNnT4YPH05rayuLFy+mpKSExMRE0tLSaGpqYv/+/eTk5LBhwwZiYmLsY9esWUNRURHPP/8806dPp6qqiu3bt3Px4kUKCgrw8PBw47fYtSlcioiISIfZvHkzTU1NFBYW2nf/kpOTyczMZNu2bSQnJ+Pv72+vNxgMxMbGArB7926qq6tZsmQJycnJ9ppx48Yxe/Zs3n77bdavX29vv3TpEgMGDODFF1/8SmszGo1ER0fTrVs3Dh06RElJCZmZmcyfP99eM3nyZNLS0li3bh179+4F4Pz58xQVFZGcnMySJUvstaGhoWzatIkjR4643JV9UumeSxEREekwHh4exMbGOhwre3l5ERUVhcVioba21t7e2NjI5cuXGTNmDAAlJSV069aNyZMnO1zze9/7HgMGDKCsrMzeZrFY+O///m8GDBjwldZls9koLS21z3Xq1CkApk6d6lAXEhLCyJEjqampwWw2A3Dw4EEAZs6c6VCbmpqKj4+Pvf9poZ1LERGRLmTrhys7ewntypm44mtfIz8/32V7VVUVnp6ehISE2NsMBgO+vr6MGDECgDfffJPr16/j5eXlMLa1tZWmpiY8Pf9nz6y6upovvvjCfkxutVrx8vLC29t19CkvL+f27duMHj0agAULFpCSkkJwcLBT7fXr1wHs81VUVBAQEEB4eLhDXY8ePYiIiOD8+fPtfyFPIIVLERGRLuSzxurOXkKHaW5u5sqVK+zbt4/S0lJSU1Pp1auXvd9oNBIVFUX37t0B6NWrl0N/m0OHDvH5558zduxYe9ulS5eA+6F12rRp1NbW4unpyfDhw3nllVf47ne/63ANg8HAwIED7eE2MDCQwMBAp7nOnTtHRUUFgwYNIiAgAACTyUSfPn1cfsbg4GAqKytpbm52OO5/kilcioiISKdYuXIlx44dAyAyMpLZs2fb++7evcvp06d5+eWXH3qN6upq1q5di5eXF9nZ2fb2tnB59uxZZsyYQd++ffn000/5h3/4B/72b/+Wd999lyFDhtjrjUYj8fHxD53LZDKxYsX93dsHnzRvbm522rVs0/ak+J07dxQuRURERP6cJk2axMSJE7lw4QK7du0iIyODLVu2EBYWxtmzZ7l165b9YR5XqqqqyMvL4+bNm/zsZz/j2WeftfeNGjUKPz8/ZsyYYd+BHDt2LLGxsWRnZ/PWW2/x3nvvAfdfjVRbW/vQua5evcqCBQu4du0a6enpDkG0tbW13XFtfQ8e2T/pnp5PKiIiIl1KXFwc8fHxzJs3j1WrVmEymSgsLATu7yT279+fvn37uhxrMBiYN28eZrOZRYsWkZKS4nTt+fPnOx1tDxkyhO9///v853/+J7du3bLP5e/vz9ChQ13OVVlZSXZ2Np999hkzZ84kLy/Pob9nz55YLBaXY9van5ZdS9DOpYiISJfyrd4RX170BIqLi8PPz48LFy4A98Nj25Pbf2z//v386le/wtPTk5UrV/LCCy/8SXMFBQXR2trKnTt38PPzw2g0EhMT4/Jhn+PHj7N8+XKsVit5eXmkp6c71YSGhtLQ0OByLpPJRGBgID4+Pn/SGh9nCpciIiJdiDueyO6qzGYzc+bMYfDgwaxevdqhz2az0dLSgo+PD/X19dTU1LB48WKna+zevZv169cTEBDAmjVrGDlypFNNa2ur/f7NDz74wKm/pqYGPz8/vvGNb2C1Wjlz5ozLuY4ePcqyZcvw8vJi9erVJCYmuvxckZGRXLx4kbq6OsLCwuztFouF6upqRo0a9dDv5UmjY3ERERHpEIGBgXh7e3P8+HGqqx2fit+5cyc2m42EhAQMBgN+fn4MHz7coebEiRNs2LCBZ555hi1btrgMlnD/XZrPPPMMlZWVHD9+3KHvww8/pKamhhdffBEvLy/KysqwWq32VxC1uXTpEvn5+Xh7e1NQUNBusASYMGECADt27HBo37NnDy0tLUycOPGh38v/Z+/eo6K87v2Pv7koIogUBQO0pl5CvRCjBlAhXFpRNDHG24lQNQnesRFFpamhmmqTNJVqMMdoE7Qx98ipB2+txzYxpnbGqCjiTwgqxHgBYWh1RNThYvj94WKayQymSaZC9PNaq+sc9/7uZ++Z8Mdn7efZz9xutHMpIiIit8xTTz1FamoqKSkpTJgwAT8/P/Ly8ti9ezf33XcfSUlJPP3004SHh9vdpl61ahWNjY1ER0dz4sQJTpw4YXf9pl/jmTdvHseOHeOXv/wlY8eO5Yc//CGFhYX86U9/onv37qSkpAA3br+HhITYveLopZdeora2lqioKEwmEzt37rSbKy4uzvp746NGjSI3N5fq6moGDx5MUVERW7ZsITo6mri4OCd9e98NLmazufkjTiIiIuJUVVVV+Pv7t/QyWtSJEyd49dVXyc/Px2KxEBwcTEJCAlOmTMHFxYX4+HjS0tIYM2aMdUxFRYXdL/M40vTLOgDnzp3jlVde4cCBA1y+fBl/f3+GDh1KcnIyHTp0AG78Ak98fLw1bMKN1yDFxsZSX19/07m2bNlCUFCQdcwbb7zB9u3bMZlMBAQEMGLECB5//HHr64icqTX/HSlcioiI3EKtORTId0dr/jvSM5ciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jTuLb0AERERubOUlZXx+9//nvz8fKqrq+nZsydJSUkMGzbMrjY/P59Zs2aRm5tLcHAwZrOZ7Oxs/v73v1NVVYW3tzf3338/s2bN4oc//KHd+P/7v/8jJyeHkpIS2rdvT79+/fjZz37G3XffbVdbWVnJww8/zMsvv0x4eDgWi4XXXnuN999/n/Pnz+Pp6Um/fv2YNm0aoaGhNmOvX7/Opk2b2LJlC+fPn8fPz4+EhASmTp1Ku3btnPbdfRdo51JERERumcrKSqZNm4bRaGT06NGkpqbi7u5ORkYGb775pl290Wika9euBAcHU1tbS0pKCps3byY8PJxFixYxevRoPv74Y5KTkyktLbUZ+8orr7B06VLatGlDamoqY8aM4eDBg0ybNo3y8nK7uQwGA+3bt6d///40NjaSnp7Oa6+9RkhICAsWLCAxMZFPPvmEmTNncuDAAZuxK1asICsri+7duzN//nwGDRrE66+/zs9//nMaGxud+yW2ctq5FBERkVtm3bp1XLx4kQ0bNlh3/8aOHcsTTzxBdnY2Y8eOxdvb21pvMBiIjIwE4N1336W0tJTFixczduxYa018fDzJycmsWbOGF198EYDi4mJee+01oqOjWbFiBW5ubgBEREQwe/ZsXn/9dRYvXmyzNqPRSHh4OG3atGHXrl3s37+fJ554gjlz5lhrRo8eTVJSEitXrmTTpk0AFBYWkpuby9ixY22uGRQUxNq1a3n//fcd7srerrRzKSIiIreMi4sLkZGRNreV3dzcCAsLw2KxcPr0aWt7VVUVJSUlREVFAbB//37atGnD6NGjba7Zq1cvunfvzuHDh61tubm5fP755yxcuNAaLAEGDhzIzJkz6du3r8016uvrycvLs87VtDM5fvx4m7ouXbowcOBATp06hdlsBmDHjh0ATJo0yaY2MTERDw8Pa/+dQjuXIiIircjWrVtbegnNeuSRR771NZ555hmH7cePH8fV1ZUuXbpY2wwGA56engwYMACAX//611y4cMEmLAI0NjZy8eJFXF3/tWeWl5dHjx49CAoKAm6Ex88//xwPDw+mT59uN39+fj5Xr15lyJAhAMydO5cJEyYQEBBgV3vhwgUA63zHjh3Dx8eHrl272tS1a9eOHj16UFhYePMv5TajcCkiItKKmEymll7CLVNTU8OZM2fIyckhLy+PxMREOnfubO03Go2EhYXRtm1bADp37mzT32TXrl384x//ICYmBrgRJMvKyoiKiuLw4cOsWbPGGvBCQ0OZP38+9957r801DAYDPXv2tIZbX19ffH197eYqKCjg2LFj3HPPPfj4+AA3/pvdddddDj9jQEAARUVF1NTU2Nzuv53ptriIiIi0iOXLl/PEE0/w5z//mdDQUJKTk619DQ0NHDx40Pq8ZXNKS0vJzMzEzc2NadOmATdC6+eff85nn31GamoqvXv35oUXXmDu3LmcPn2alJQUu91Eo9H4lXOZTCaWLl0KwMyZM63tNTU1eHp6OhzTdFL82rVrN7327UThUkRERFrEww8/TGZmJlOnTqWkpIQpU6ZQVlYGwJEjR7hy5cpNA9/x48eZM2cOly9fZuHChfTu3RuAuro6AM6ePUtKSgrp6en8+Mc/ZvLkybz88stcv36drKws63XKyso4ffr0TecqLy8nJSWF8+fPM3nyZGJjY619NzsN3tT3xVv2t7s755OKiIhIqxIdHU1sbCyzZ8/mueeew2QysWHDBuDGTmK3bt0IDAx0ONZgMDB79mzMZjMLFy5kwoQJ1r6mXUQ3NzebdoAf/ehH3HvvvRw9etS6m2g0GvH29qZfv34O5yoqKmLatGmcPXuWSZMmkZqaatPfvn17LBaLw7FN7XfKLXHQM5ciIiKtiqMDJHeC6OhovLy8+OSTT4Ab4bHp5PaXbd68md/97ne4urqyfPlyEhISbPo7dOiAl5cX7u7ueHh42I3v1KkTjY2NXLlyBU9PT4xGIxEREbi728eijz76iCVLllBbW0tqaiqTJ0+2qwkKCqKystLhWk0mE76+vg7XcbtSuBQREWlFnHEiu7Uym81Mnz6dkJAQnn/+eZu++vp66urq8PDwoKKiglOnTpGenm53jXfffZcXX3wRHx8fVqxYwcCBA+1qXFxc6NOnD3l5eZhMJrvAfu7cOTw9PfHz86O2tpZDhw45nGv37t1kZGTg5ubG888/z9ChQx1+rtDQUIqLiykrKyM4ONjabrFYKC0tZfDgwf/W93O70G1xERERuSV8fX1xd3fno48+svs1nbfeeov6+nri4uIwGAx4eXnRv39/m5p9+/aRlZVFx44deeWVVxwGyyYPP/wwjY2NvPLKK3bXOH78OEOHDsXV1ZXDhw9TW1trfQVRk5MnT/LMM8/g7u7O6tWrmw2WACNGjADgjTfesGl/7733qKur46GHHmp27O1IO5ciIiJyyzz11FOkpqaSkpLChAkT8PPzIy8vj927d3PfffeRlJTE008/TXh4uN1t6lWrVtHY2Eh0dDQnTpzgxIkTdtcfOXIkcCPw7dmzh+3bt/PPf/6TmJgYzp07x//8z//g7+9v/dUdg8FASEiI3SuOXnrpJWpra4mKisJkMrFz5067ueLi4qy/Nz5q1Chyc3Oprq5m8ODBFBUVsWXLFqKjo4mLi3PSt/fd4GI2m++sH7wUERFpQVVVVfj7+7f0MlrUiRMnePXVV8nPz8disRAcHExCQgJTpkzBxcWF+Ph40tLSGDNmjHVMRUWF3S/zOPLF3/y+fv06OTk5bN26lXPnzuHt7U1kZCQpKSnW/wbjx48nPj6elJQU67iGhgZiY2Opr6+/6VxbtmyxvqS9oaGBN954g+3bt1tvxY8YMYLHH3/c+joiZ2rNf0cKlyIiIrdQaw4F8t3Rmv+O9MyliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNe0svQERERO4sZWVl/P73vyc/P5/q6mp69uxJUlISw4YNs6vNz89n1qxZ5ObmEhwcjNlsJjs7m7///e9UVVXh7e3N/fffz6xZs/jhD39oHRcREfGV6zhw4IDNvysrK3n44Yd5+eWXCQ8Px2Kx8Nprr/H+++9z/vx5PD096devH9OmTSM0NNRm7PXr19m0aRNbtmzh/Pnz+Pn5kZCQwNSpU2nXrt03+6K+oxQuRURE5JaprKxk2rRp1NfXM3HiRPz8/PjLX/5CRkYGFRUVTJkyxabeaDTStWtXgoODqa2tJSUlhVOnTjFq1Cj69OlDeXk5mzdv5uOPP2b9+vX06NEDgGXLljmc/+OPP2bnzp38+Mc/tuszGAy0b9+e/v3709jYSHp6Ovv372fo0KEkJSVx8eJFNm/ezMyZM8nKyrIJsCtWrCA3N5ef/OQnTJw4kePHj/P6669TXFzM6tWrcXFxceK32LopXIqIiMgts27dOi5evMiGDRusu39jx47liSeeIDs7m7Fjx+Lt7W2tNxgMREZGAvDuu+9SWlrK4sWLGTt2rLUmPj6e5ORk1qxZw4svvgjAyJEj7eaurKxk1apVdO3alaVLl9r1G41GwsPDadOmDbt27WL//v088cQTzJkzx1ozevRokpKSWLlyJZs2bQKgsLCQ3Nxcxo4dy+LFi621QUFBrF27lvfff9/hruztSs9cioiIyC3j4uJCZGSkzW1lNzc3wsLCsFgsnD592tpeVVVFSUkJUVFRAOzfv582bdowevRom2v26tWL7t27c/jw4ZvOvWLFCi5dusTTTz+Nl5eXTV99fT15eXnWuZpumY8fP96mrkuXLgwcOJBTp05hNpsB2LFjBwCTJk2yqU1MTMTDw8Paf6fQzqWIiEgrsmnM2y29hGZN3DLpq4u+wjPPPOOw/fjx47i6utKlSxdrm8FgwNPTkwEDBgDw61//mgsXLuDm5mYztrGxkYsXL+Lq2vye2YEDB9i7dy8jR45k4MCBdv35+flcvXqVIUOGADB37lwmTJhAQECAXe2FCxcArPMdO3YMHx8funbtalPXrl07evToQWFhYbPruh0pXIqIiLQiFfnnW3oJt0xNTQ1nzpwhJyeHvLw8EhMT6dy5s7XfaDQSFhZG27ZtAejcubNNf5Ndu3bxj3/8g5iYmGbnWrt2Le7u7qSkpDjsNxgM9OzZ0xpufX198fX1tasrKCjg2LFj3HPPPfj4+ABgMpm46667HF43ICCAoqIiampqbG73384ULkVERKRFLF++nD179gAQGhpKcnKyta+hoYGDBw/y5JNP3vQapaWlZGZm4ubmxrRp0xzWFBQUUFRUxMMPP9xsCDQajcTGxt50LpPJZH1Wc+bMmdb2mpoau13LJk0nxa9du3bHhEs9cykiIiIt4uGHHyYzM5OpU6dSUlLClClTKCsrA+DIkSNcuXLFepjHkePHjzNnzhwuX77MwoUL6d27t8O6//mf/wFg8uTJDvvLyso4ffr0TecqLy8nJSWF8+fPM3nyZJsg2tjY2Oy4pr6b3bK/3dw5n1RERERalejoaGJjY5k9ezbPPfccJpOJDRs2ADd2Ert160ZgYKDDsQaDgdmzZ2M2m1m4cCETJkxwWFdfX4/BYKB3795069bNYY3RaMTb25t+/fo57C8qKmLatGmcPXuWSZMmkZqaatPfvn17LBaLw7FN7XfKriXotriIiEirctcAx2HqdhcdHY2XlxeffPIJcCM8Np3c/rLNmzfzu9/9DldXV5YvX05CQkKz183Ly+PKlSsMHz682Rqj0UhERATu7vax6KOPPmLJkiXU1taSmprqcPczKCiIyspKh9c2mUz4+vri4eHR7Py3G4VLERGRVsQZJ7JbK7PZzPTp0wkJCeH555+36auvr6eurg4PDw8qKio4deoU6enpdtd49913efHFF/Hx8WHFihUOT35/UX5+PgCDBw922F9bW8uhQ4cczrV7924yMjJwc3Pj+eefZ+jQoQ6vERoaSnFxMWVlZQQHB1vbLRYLpaWlzc59u9JtcREREbklfH19cXd356OPPqK0tNSm76233qK+vp64uDgMBgNeXl7079/fpmbfvn1kZWXRsWNHXnnlla8MlgCffPIJnp6ezd4SP3z4MLW1tdZXEDU5efIkzzzzDO7u7qxevbrZYAkwYsQIAN544w2b9vfee4+6ujoeeuihr1zn7UQ7lyIiInLLPPXUU6SmppKSksKECRPw8/MjLy+P3bt3c99995GUlMTTTz9NeHi43W3qVatW0djYSHR0NCdOnODEiRN21//yL/OcPn2aLl26NHugxmAwEBISYveKo5deeona2lqioqIwmUzs3LnTbmxcXJz198ZHjRpFbm4u1dXVDB48mKKiIrZs2UJ0dDRxcXFf81v6bnMxm83NH3ESERERp6qqqsLf37+ll9GiTpw4wauvvkp+fj4Wi4Xg4GASEhKYMmUKLi4uxMfHk5aWxpgxY6xjKioq7H6Zx5GmX9ZpEh0dzT333MMf/vAHh/Xjx48nPj7e5v2XDQ0NxMbGUl9ff9O5tmzZQlBQkHXMG2+8wfbt2zGZTAQEBDBixAgef/xx6+uInKk1/x0pXIqIiNxCrTkUyHdHa/470jOXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNO4tvQARERG5s5SVlfH73/+e/Px8qqur6dmzJ0lJSQwbNsyuNj8/n1mzZpGbm0twcDBms5ns7Gz+/ve/U1VVhbe3N/fffz+zZs3ihz/8oc3Yf/zjH6xbtw6j0cilS5cICAhgxIgRTJ06lbZt29rNVVlZycMPP8zLL79MeHg4FouF1157jffff5/z58/j6elJv379mDZtGqGhoTZjr1+/zqZNm9iyZQvnz5/Hz8+PhIQEpk6dSrt27Zz6/bV2CpciIiJyy1RWVjJt2jTq6+uZOHEifn5+/OUvfyEjI4OKigqmTJliU280GunatSvBwcHU1taSkpLCqVOnGDVqFH369KG8vJzNmzfz8ccfs379enr06AFATU0N06dPp7KyktGjRxMSEkJeXh5/+MMf+OSTT1i9erXd2gwGA+3bt6d///40NjaSnp7O/v37GTp0KElJSVy8eJHNmzczc+ZMsrKyiIiIsI5dsWIFubm5/OQnP2HixIkcP36c119/neLiYlavXo2Li8t/9ottRRQuRURE5JZZt24dFy9eZMOGDdbdv7Fjx/LEE0+QnZ3N2LFj8fb2ttYbDAYiIyMBePfddyktLWXx4sWMHTvWWhMfH09ycjJr1qzhxRdfBGDr1q2Ul5fzs5/9jMcffxyA8ePH8+tf/5rt27ezb98+hgwZYrM2o9FIeHg4bdq0YdeuXezfv58nnniCOXPmWGtGjx5NUlISK1euZNOmTQAUFhaSm5vL2LFjWbx4sbU2KCiItWvX8v777zvclb1d6ZlLERERuWVcXFyIjIy0ua3s5uZGWFgYFouF06dPW9urqqooKSkhKioKgP3799OmTRtGjx5tc81evXrRvXt3Dh8+bG07c+YMAA888IBNbVxcHAAnTpywaa+vrycvL88614EDB4AbgfSLunTpwsCBAzl16hRmsxmAHTt2ADBp0iSb2sTERDw8PKz9dwrtXIqIiLQiw3aYWnoJzfrrqIBvfY1nnnnGYfvx48dxdXWlS5cu1jaDwYCnpycDBgwA4Ne//jUXLlzAzc3NZmxjYyMXL17E1fVfe2Z33303AJ9++qn1VjlgDa/+/v4218jPz+fq1avW3cy5c+cyYcIEAgLsP/OFCxcArPMdO3YMHx8funbtalPXrl07evToQWFhYXNfx21J4VJERKQVOVhV39JLuGVqamo4c+YMOTk55OXlkZiYSOfOna39RqORsLAw6+Gbzp072/Q32bVrF//4xz+IiYmxto0ZM4bdu3eTlZWFh4cH99xzDwUFBWzYsIEePXrwk5/8xOYaBoOBnj17WsOtr68vvr6+dnMVFBRw7Ngx7rnnHnx8fAAwmUzcddddDj9jQEAARUVF1NTU2Nzuv50pXIqIiEiLWL58OXv27AEgNDSU5ORka19DQwMHDx7kySefvOk1SktLyczMxM3NjWnTplnb27dvT0pKCkuWLGHRokXW9q5du/Lf//3fdie4jUYjsbGxN53LZDKxdOlSAGbOnGltr6mpsdu1bNI0z7Vr1+6YcKlnLkVERKRFPPzww2RmZjJ16lRKSkqYMmUKZWVlABw5coQrV65YD/M4cvz4cebMmcPly5dZuHAhvXv3tvb93//9Hz/72c9obGxk3rx5ZGZmMn36dKqqqpg5cyaVlZXW2rKyMk6fPn3TucrLy0lJSeH8+fNMnjzZJog2NjY2O66p74u37G93d84nFRERkVYlOjqa2NhYZs+ezXPPPYfJZGLDhg3AjZ3Ebt26ERgY6HCswWBg9uzZmM1mFi5cyIQJE2z616xZg4eHB+vXr2fSpEnExsYyc+ZMXnzxRcrKyqynypvm8vb2pl+/fg7nKioqYtq0aZw9e5ZJkyaRmppq09++fXssFovDsU3td8quJei2uIiISKsS7t+mpZfQIqKjo/Hy8uKTTz4BboTHppPbX7Z582Z+97vf4erqyvLly0lISLDpN5vNmEwmoqKiCA4OtukbOHAgd999NwcPHrS2GY1GIiIicHe3j0UfffQRS5Ysoba2ltTUVCZPnmxXExQUZLMT+kUmkwlfX188PDxu/gXcRhQuRUREWhFnnMhurcxmM9OnTyckJITnn3/epq++vp66ujo8PDyoqKjg1KlTpKen213j3Xff5cUXX8THx4cVK1YwcOBAuxp3d3dcXFz4/PPPHa7j+vXr1tvVtbW1HDp0yOFcu3fvJiMjAzc3N55//nmGDh3q8HqhoaEUFxdTVlZmE2YtFgulpaUMHjy4+S/lNqTb4iIiInJL+Pr64u7uzkcffURpaalN31tvvUV9fT1xcXEYDAa8vLzo37+/Tc2+ffvIysqiY8eOvPLKKw6DJdy4BX3fffdx8OBBTp48aXeNs2fPMmjQIAAOHz5MbW2t3QvVT548yTPPPIO7uzurV69uNlgCjBgxAoA33njDpv29996jrq6Ohx56qPkv5TaknUsRERG5ZZ566ilSU1NJSUlhwoQJ+Pn5kZeXx+7du7nvvvtISkri6aefJjw83O429apVq2hsbCQ6OpoTJ07YvQgdYOTIkQD8/Oc/Z+bMmcycOZPx48fz/e9/n5MnT7JlyxY6depkfW7SYDAQEhJi94qjl156idraWqKiojCZTOzcudNurri4OOvvjY8aNYrc3Fyqq6sZPHgwRUVFbNmyhejoaOuL2+8ULmazufkjTiIiIuJUVVVVdi/wvtOcOHGCV199lfz8fCwWC8HBwSQkJDBlyhRcXFyIj48nLS2NMWPGWMdUVFTY/TKPI02/rANw7tw5srOz2b9/P5cuXaJTp05ERkYyY8YM63+D8ePHEx8fT0pKinVcQ0MDsbGx1Nff/J2jW7ZsISgoyDrmjTfeYPv27ZhMJgICAhgxYgSPP/643WuPnKE1/x0pXIqIiNxCrTkUyHdHa/470jOXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI07i29ABEREbmzlJWV8fvf/578/Hyqq6vp2bMnSUlJDBs2zK42Pz+fWbNmkZubS3BwMGazmezsbP7+979TVVWFt7c3999/P7NmzeKHP/yhzdiKigrWrVvHvn37qK2tpVu3bkycOJGRI0c6XFdlZSUPP/wwL7/8MuHh4VgsFl577TXef/99zp8/j6enJ/369WPatGmEhobajL1+/TqbNm1iy5YtnD9/Hj8/PxISEpg6dSrt2rVz2nf3XaBwKSIiIrdMZWUl06ZNo76+nokTJ+Ln58df/vIXMjIyqKioYMqUKTb1RqORrl27EhwcTG1tLSkpKZw6dYpRo0bRp08fysvL2bx5Mx9//DHr16+nR48eAJw/f57k5GQuXrzIQw89RJ8+fTh8+DDPPPMMxcXFpKWl2a3NYDDQvn17+vfvT2NjI+np6ezfv5+hQ4eSlJTExYsX2bx5MzNnziQrK4uIiAjr2BUrVpCbm8tPfvITJk6cyPHjx3n99dcpLi5m9erVuLi4/Ge/2FZE4VJERERumXXr1nHx4kU2bNhg3f0bO3YsTzzxBNnZ2YwdOxZvb29rvcFgIDIyEoB3332X0tJSFi9ezNixY6018fHxJCcns2bNGl588UUAVq9ezYULF/jFL37BuHHjAJgwYQJ33XUXb731FrGxsQwcONBmbUajkfDwcNq0acOuXbvYv38/TzzxBHPmzLHWjB49mqSkJFauXMmmTZsAKCwsJDc3l7Fjx7J48WJrbVBQEGvXruX99993uCt7u9IzlyIiInLLuLi4EBkZaXNb2c3NjbCwMCwWC6dPn7a2V1VVUVJSQlRUFAD79++nTZs2jB492uaavXr1onv37hw+fBiA+vp6DAYDP/jBD2xCKEBycjIAubm5Nu319fXk5eVZ5zpw4AAA48ePt6nr0qULAwcO5NSpU5jNZgB27NgBwKRJk2xqExMT8fDwsPbfKbRzKSIi0op4Lp/z1UUt5NrStd/6Gs8884zD9uPHj+Pq6kqXLl2sbQaDAU9PTwYMGADAr3/9ay5cuICbm5vN2MbGRi5evIir6409M7PZTG1tLT179rS7Hd2hQwe+973vUVRUZNOen5/P1atXGTJkCABz585lwoQJBAQE2K31woULANb5jh07ho+PD127drWpa9euHT169KCwsPDmX8ptRuFSRESkFXErLfrqottETU0NZ86cIScnh7y8PBITE+ncubO132g0EhYWRtu2bQHo3LmzTX+TXbt28Y9//IOYmBgAPD09Abhy5Ypd7fXr17l8+TIWi8Wm3WAw0LNnT2u49fX1xdfX1258QUEBx44d45577sHHxwcAk8nEXXfd5fAzBgQEUFRURE1Njc3t/tuZbouLiIhIi1i+fDlPPPEEf/7znwkNDbXesgZoaGjg4MGD1uctm1NaWkpmZiZubm5MmzYNAG9vb3r06EFBQQHnz5+3qd+zZw8NDQ3U1tbatBuNxq+cy2QysXTpUgBmzpxpba+pqbEG2i9rOil+7dq1m177dqJwKSIiIi3i4YcfJjMzk6lTp1JSUsKUKVMoKysD4MiRI1y5cuWmge/48ePMmTOHy5cvs3DhQnr37m3tmzlzJrW1tcybN499+/ZRXl7On//8Z37zm9/g4+ODu/u/bt6WlZVx+vTpm85VXl5OSkoK58+fZ/LkycTGxlr7Ghsbmx3X1Nd0C/1OcOd8UhEREWlVoqOjiY2NZfbs2Tz33HOYTCY2bNgA3NhJ7NatG4GBgQ7HGgwGZs+ejdlsZuHChUyYMMGm/8c//jFLlizhn//8J/PmzWPMmDG8+OKLzJs3j969e1tvaTfN5e3tTb9+/RzOVVRUxLRp0zh79iyTJk0iNTXVpr99+/Z2t9mbNLXfKbfEQc9cioiItCrXe/Rp6SW0iOjoaLy8vPjkk0+AG+Gx6eT2l23evJnf/e53uLq6snz5chISEhzWPfzwwwwfPpyTJ0/i6upKz549adu2LdnZ2Xz/+9+31hmNRiIiImx2M5t89NFHLFmyhNraWlJTU5k8ebJdTVBQEJWVlQ7XYDKZ8PX1xcPD4yu/g9uFwqWIiEgr4owT2a2V2Wxm+vTphISE8Pzzz9v01dfXU1dXh4eHBxUVFZw6dYr09HS7a7z77ru8+OKL+Pj4sGLFCrt3VTYxGAxUV1czcuRIm9ceffrpp1RUVPDQQw8BUFtby6FDhxzOtXv3bjIyMnBzc+P5559n6NChDucKDQ2luLiYsrIygoODre0Wi4XS0lIGDx781V/ObUS3xUVEROSW8PX1xd3dnY8++ojS0lKbvrfeeov6+nri4uIwGAx4eXnRv39/m5p9+/aRlZVFx44deeWVV5oNlgB//etfWbZsGWfOnLG21dfX89JLL+Hh4WF9f+Xhw4epra21voKoycmTJ3nmmWdwd3dn9erVzQZLgBEjRgDwxhtv2LS/99571NXVWYPsnUI7lyIiInLLPPXUU6SmppKSksKECRPw8/MjLy+P3bt3c99995GUlMTTTz9NeHi43W3qVatW0djYSHR0NCdOnODEiRN212/63fApU6bw4YcfMnfuXP7rv/6Ldu3asXPnTo4dO0ZGRob1lUYGg4GQkBC7Vxy99NJL1NbWEhUVhclkYufOnXZzxcXFWX9vfNSoUeTm5lJdXc3gwYMpKipiy5YtREdHExcX56Rv77vBxWw2N3/ESURERJyqqqoKf3//ll5Gizpx4gSvvvoq+fn5WCwWgoODSUhIYMqUKbi4uBAfH09aWhpjxoyxjqmoqLD7ZR5Hmn5ZB24cxHnllVcoKiri888/JyQkhCeeeIJBgwZZa8aPH098fDwpKSnWtoaGBmJjY6mvr7/pXFu2bCEoKMg65o033mD79u2YTCYCAgIYMWIEjz/+uPV1RM7Umv+OFC5FRERuodYcCuS7ozX/HemZSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGveWXoCIiIjcWcrKyvj9739Pfn4+1dXV9OzZk6SkJIYNG2ZXm5+fz6xZs8jNzSU4OJgrV66wceNGdu/ejclkokuXLowaNYrJkyfj7m4baywWC6+//jq7du2iqqqKLl26MGbMGJKSknBzc7Obq7KykocffpiXX36Z8PBwLBYLr732Gu+//z7nz5/H09OTfv36MW3aNEJDQ23GXr9+nU2bNrFlyxbOnz+Pn58fCQkJTJ06lXbt2jn3C2zlFC5FRETklqmsrGTatGnU19czceJE/Pz8+Mtf/kJGRgYVFRVMmTLFpt5oNNK1a1eCg4NpaGggLS2N//f//h+jR4/mRz/6EUePHmXt2rUUFBTw4osvWsd9/vnn/OIXv2Dfvn08/PDD9O3bl/379/PSSy9x5swZnn76abu1GQwG2rdvT//+/WlsbCQ9PZ39+/czdOhQkpKSuHjxIps3b2bmzJlkZWURERFhHbtixQpyc3P5yU9+wsSJEzl+/Divv/46xcXFrF69GhcXl//cl9rKKFyKiIjILbNu3TouXrzIhg0brLt/Y8eO5YknniA7O5uxY8fi7e1trTcYDERGRgKwc+dOjhw5wpNPPsljjz0GwLhx4/D29iYnJ4cDBw5YA98HH3yA0WjkZz/7GY8//rh1nt/85jfk5uYyevRou91Ho9FIeHg4bdq0YdeuXezfv58nnniCOXPmWGtGjx5NUlISK1euZNOmTQAUFhaSm5vL2LFjWbx4sbU2KCiItWvX8v777zvclb1d6ZlLERERuWVcXFyIjIy0CXZubm6EhYVhsVg4ffq0tb2qqoqSkhKioqIAqKmpoWfPnjzyyCM21xw0aBAAxcXF1rY//elPtGnThkcffdSmtimU7tixw6a9vr6evLw861wHDhwAYPz48TZ1Xbp0YeDAgZw6dQqz2WxzrUmTJtnUJiYm4uHhYTfX7U47lyIiIq3Itbz5Lb2EZnmGZX3razzzzDMO248fP46rqytdunSxthkMBjw9PRkwYAAASUlJJCUlORwLEBgYaG07duwYPXr0wNPT06Y2ODiY733vexQWFtq05+fnc/XqVYYMGQLA3LlzmTBhAgEBAXbzXbhwAQBXV1frXD4+PnTt2tWmrl27dvTo0cNurtudwqWIiEgr8nl18VcX3SZqamo4c+YMOTk55OXlkZiYSOfOna39RqORsLAw2rZtaze2traW8+fPs2fPHv7whz/Qt29f4uLigBsHeaqrq62h9MsCAgIoLy+3aTMYDPTs2dMabn19ffH19bUbW1BQwLFjx7jnnnvw8fEBwGQycddddzU7V1FRETU1NTa3+29nCpciIiLSIpYvX86ePXsACA0NJTk52drX0NDAwYMHefLJJx2O3bJlCytXrgTge9/7Hk899RRt2rQBboRWgPbt2zsc265dO65du2bTZjQaiY2Nvel6TSYTS5cuBWDmzJnW9pqaGrtdyy/OBXDt2rU7JlzqmUsRERFpEQ8//DCZmZlMnTqVkpISpkyZQllZGQBHjhzhypUr1sM8XxYaGkpmZiaLFi2ibdu2TJs2jb179wLQ2Nho83+/rLGx0eZVRGVlZZw+fbrZuQDKy8tJSUnh/PnzTJ482SaINjfPF/uabqHfCbRzKSIiIi0iOjoagNjYWPr27cvChQvZsGEDS5cuxWg00q1bN5vnKL+ob9++1v8/NjaWxMREfve73xEdHW3dsbRYLA7HWiwWvLy8rP82Go14e3vTr18/h/VFRUUsXLiQf/7zn0yaNInU1FSb/vbt2990LuCO2bUEhUsREZFWxdWnV0svoUVER0fj5eXFJ598Atx4BrLp5PZXaTrBvXfvXsxms/V5SZPJ5LDeZDLZhFaj0UhERITdS9gBPvroI5YsWUJtbS2pqalMnjzZriYoKIjKyspm5/L19cXDw+Pf+iy3A4VLERGRVsQZJ7JbK7PZzPTp0wkJCeH555+36auvr6eurg4PDw8qKio4deoU6enpNjVpaWl8+umnbN682S4IXr16FVdXV+vhn759+5KXl4fFYrH5hZyysjLMZjMJCQnAjYNBhw4dspsLYPfu3WRkZODm5sbzzz/P0KFDHX6u0NBQiouLKSsrIzg42NpusVgoLS1l8ODBX+Nb+u67cx4AEBERkRbl6+uLu7s7H330EaWlpTZ9b731FvX19cTFxWEwGPDy8qJ///42NYGBgZw/f57t27fbtOfn55Ofn094eLj1lviIESOora21vui8yRtvvAHAqFGjADh8+DC1tbXWVxA1OXnyJM888wzu7u6sXr262WDZNNcXr93kvffeo66ujoceeuhmX8ttRzuXIiIicss89dRTpKamkpKSwoQJE/Dz8yMvL4/du3dz3333kZSUxNNPP014eLjd7uT06dMxGo1kZmZy/PhxfvSjH/Hpp5+Sm5uLr68vP//5z621w4cPZ+vWraxdu5by8nL69OnDxx9/zAcffMB//dd/8aMf/Qi4cfs9JCTE5hVIAC+99BK1tbVERUVhMpnYuXOn3WeJi4uz/t74qFGjyM3Npbq6msGDB1NUVMSWLVuIjo62viLpTuFiNpubP+IkIiIiTlVVVYW/v39LL6NFnThxgldffZX8/HwsFgvBwcEkJCQwZcoUXFxciI+PJy0tjTFjxtiNvXjxIq+88gp79+7lwoULdOrUiaioKKZPn273vV67do3s7Gz+8pe/YDabCQoKYuzYsUycONF6env8+PHEx8eTkpJiHdfQ0EBsbCz19fU3/RxbtmwhKCjIOuaNN95g+/btmEwmAgICGDFiBI8//rjNbXlnac1/RwqXIiIit1BrDgXy3dGa/470zKWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiNxSZWVlLFmyhFGjRhETE8PUqVP561//6rA2Pz+fiIgIysrKALhy5Qovv/wy48ePJzo6mgkTJrBx40YaGhpuOmd5eTmxsbHs2LGj2ZrKykoiIiI4ePAgABaLhXXr1jF+/HgiIyMZOnQoaWlpHDt2zG7s9evXeeedd3j00UeJjo7mkUceYe3atVgsln/3a7ltuLf0AkREROTOUVlZybRp06ivr2fixIn4+fnxl7/8hYyMDCoqKpgyZYpNvdFopGvXrgQHB9PQ0EBaWhr/7//9P0aPHs2PfvQjjh49ytq1aykoKODFF190OOeFCxdIS0vj2rVrN12bwWCgffv29O/fn8bGRtLT09m/fz9Dhw4lKSmJixcvsnnzZmbOnElWVhYRERHWsStWrCA3N5ef/OQnTJw4kePHj/P6669TXFzM6tWrcXFx+fZf3neEwqWIiIjcMuvWrePixYts2LCB0NBQAMaOHcsTTzxBdnY2Y8eOxdvb21pvMBiIjIwEYOfOnRw5coQnn3ySxx57DIBx48bh7e1NTk4OBw4csAl8cGPnc+nSpVRWVn7l2oxGI+Hh4bRp04Zdu3axf/9+nnjiCebMmWOtGT16NElJSaxcuZJNmzYBUFhYSG5uLmPHjmXx4sXW2qCgINauXcv777/PsGHDvuE39t2jcCkiItKKvPqn5S29hGbNfGjpt76Gi4sLkZGR1mAJ4ObmRlhYGMePH+f06dP07dsXgKqqKkpKSpg3bx4ANTU19OzZk0ceecTmmoMGDSInJ4fi4mK73cQ//vGPBAQEMHbsWHJzc5tdV319PXl5ecyfPx+AAwcOADB+/Hibui5dujBw4ED+9re/YTab8fX1td5qnzRpkk1tYmIiGzZsYMeOHQqXIiIi0jLOVpW29BL+o5555hmH7cePH8fV1ZUuXbpY2wwGA56engwYMACApKQkkpKSHI4FCAwMtGk/efIkkydPZurUqezZs+em4TI/P5+rV68yZMgQAObOncuECRMICAiwq71w4QIArq43jq4cO3YMHx8funbtalPXrl07evToQWFhYbPz3o4ULkVERKRF1NTUcObMGXJycsjLyyMxMZHOnTtb+41GI2FhYbRt29ZubG1tLefPn2fPnj384Q9/oG/fvsTFxdnUvPzyyw7HOmIwGOjZs6c13Pr6+uLr62tXV1BQwLFjx7jnnnvw8fEBwGQycddddzm8bkBAAEVFRdTU1Njc7r+dKVyKiIhIi1i+fDl79uwBIDQ0lOTkZGtfQ0MDBw8e5Mknn3Q4dsuWLaxcuRKA733vezz11FO0adPGpubfDZZwI8jGxsbetMZkMrF06Y1HA2bOnGltr6mpsdu1bNKuXTsArl27dseES72KSERERFrEww8/TGZmJlOnTqWkpIQpU6ZYXzl05MgRrly5Yj3M82WhoaFkZmayaNEi2rZty7Rp09i7d+83WkdZWRmnT59udi648SqjlJQUzp8/z+TJk22CaGNjY7PjmvqabqHfCbRzKSIi0or8wL9HSy/hlomOjgYgNjaWvn37snDhQjZs2MDSpUsxGo1069bN7jnKJk2HfprGJyYm8rvf/c56za/DaDTi7e1Nv379HPYXFRWxcOFC/vnPfzJp0iRSU1Nt+tu3b9/s+yyb2u+UXUtQuBQREWlVnHEi+7soOjoaLy8vPvnkE+DGM5BRUVH/1timE9x79+61nuD+OoxGIxEREbi728eijz76iCVLllBbW0tqaiqTJ0+2qwkKCmr2VUcmkwlfX188PDy+1pq+y+6cPVoRERFpUWazmQkTJvD000/b9dXX11NXV4eHhwcVFRWcOnXK7jZ1WloajzzyiMNf47l69Squrq5f6zlLuHEw6NChQw6D7O7du/nFL37B559/zvPPP+8wWMKNW/QXL1603tJvYrFYKC0tbXZH9HalcCkiIiK3hK+vL+7u7nz00UeUltq+cumtt96ivr6euLg4DAYDXl5e9O/f36YmMDCQ8+fPs337dpv2/Px88vPzCQ8Pp3379l9rTYcPH6a2ttb6CqImJ0+e5JlnnsHd3Z3Vq1czdOjQZq8xYsQIAN544w2b9vfee4+6ujoeeuihr7Wm7zrdFhcREZFb5qmnniI1NZWUlBQmTJiAn58feXl57N69m/vuu4+kpCSefvppwsPD7W5TT58+HaPRSGZmJsePH+dHP/oRn376Kbm5ufj6+vLzn//8a6/HYDAQEhJi8wokgJdeeona2lqioqIwmUzs3LnTbmxcXByenp7069ePUaNGkZubS3V1NYMHD6aoqIgtW7YQHR1t94qk253CpYiIiNwyAwYMYMOGDbz66qts2rQJi8VCcHAws2bNYsqUKbi4uJCXl0daWprdWD8/P1577TVeeeUV9u7dy9atW+nUqRMPPfQQ06dPx9/f/2uvZ9++fcTHx9u0NTQ0cPjwYeBG+DQYDA7HbtmyBU9PTwCefvppvv/977N9+3b+9re/ERAQwNSpU3n88cfvqN8VB3Axm83Nn58XERERp6qqqvpGIUjki1rz35GeuRQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQREZEWc/36dWbMmEFERITD/vz8fCIiIigrK7Pru3z5MqNGjeLVV19t9vp1dXXExMSwbds2ABoaGnj77bdJSkrigQceIC4ujtmzZ7Nv3z6H43fs2MHkyZOJiYlh5MiRrFixgurq6m/wSe8cCpciIiLSYjZu3EhBQUGz/Uajka5duxIcHGzTbrFYWLRoESaT6abXP3ToEBaLhSFDhgDwwgsvsHr1ajp37kxqairJycmYTCbmz5/Pjh077Na2fPlyOnbsyNy5cxkxYgRbt24lJSUFi8XyDT/x7c+9pRcgIiIid6bCwkLWr19P27Ztqaurc1hjMBiIjIy0aSstLeWXv/wlpaWlXzmH0WgkJCQEf39/jh49yrZt2xg+fDjPPvustWb8+PFMmjSJrKwsEhISaNOmDZWVlWRnZxMZGcmqVatwdb2xH9erVy+WLFlCTk4Ojz322Lf49Lcv7VyKiIjILXf16lWWLl3KkCFDCA0NdVhTVVVFSUkJUVFR1raNGzcyefJkqqqq+OlPf/qV8xiNRms4PXDgAHAjTH6Rt7c3sbGxVFdXc/LkSQB27dpFfX09SUlJ1mAJkJCQQGBgoN0up/yLdi5FRERaka1bt7b0Epr1yCOPOO1aK1eupKamhoyMDDIyMhzWGAwGPD09GTBggLXt+PHjjBo1ilmzZnH69GneeeedZuc4d+4cZ8+etYbLxMREYmJiuPvuu+1qL1y4AICbmxsAx44dA3AYfPv06cMHH3xATU0N3t7e/+YnvnMoXIqIiLQiX/UM4e3gww8/ZPv27WRmZtKpU6dm64xGI2FhYbRt29batmzZMuu/T58+fdN5DAYDPj4+3HvvvcCNHcqQkBC7urKyMvbs2UPHjh3p0aMHcOO/Q4cOHfDy8rKrDwgIAKC8vNzh9e50ui0uIiIit4zJZOK5555j9OjRxMbGNlvX0NDAwYMH7Z63/GLQ/CoGg4FBgwZZdyMdqampYfHixdTV1TF9+nTc3d2t7Z6eng7HtGvXDkCHepqhcCkiIiK3RGNjI8uWLaNDhw4sWLDgprVHjhzhypUrduHy32WxWMjPz7/p+EuXLpGamkpxcTHx8fE8+uijNmttTlPfF5/FlH/RbXERERG5Jd555x3y8vLIzMykrq7OekK8oaEBALPZjKurKz4+PhiNRrp160ZgYOA3misvL4+6ujrrK4i+7OzZs6SlpXHmzBmGDRvGsmXLcHFxsfZ7eXlx6dIlh2Obdiz1vKVjCpciIiKtSNPzfLejvXv30tjYyKJFixz2Dx8+nMDAQLZu3YrBYLA5Jf51GY1GevXqhZ+fn13f0aNHWbRoEWazmcTERObPn2+3CxkUFERxcTHXrl2zuz1uMplwdXXF39//G6/vdqZwKSIi0oo480R2azNv3jwuX75s156VlUVJSQlr1qzBw8ODiooKTp06RXp6+jeey2g08uCDD9q1FxQUkJqaSm1tLQsWLCAxMdHh+L59+7J7924KCwsJCwuz6SsqKqJ79+4OD/uIwqWIiIjcIr1793bY7uPjA2D9CcjNmzfj5eVF//79v9E8n332GeXl5Xa3xKuqqkhPT8disbBs2TJGjBjR7DXi4+NZt24db775Jvfff7/1lvmuXbuoqKhg/vz532htdwKFSxEREWlVjEYj4eHh1pPbX5fBYMDX15e+ffvatK9fvx6z2UxoaCiNjY3s3LnTbmxERASdOnUiMDCQ5ORksrOzmTt3LvHx8Zw5c4ZNmzbRp08fxo0b943WdidQuBQREZFWo76+nry8PNLS0r7xNfbt28fgwYPtnqPcv38/cOMF6U0vSf+ydevWWd+9OWPGDPz8/MjJySEzMxM/Pz/GjBnDrFmzrK8jEnsuZrO5+bP2IiIi4lRVVVU6CCLfWmv+O9ILmkRERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRUREpMVcv36dGTNmEBER4bA/Pz+fiIgIysrKADCbzWRmZvLII48QGRnJ8OHDWbx4MZ999pnD8XV1dcTExLBt2zYAGhoaePvtt0lKSuKBBx4gLi6O2bNns2/fPofjd+zYweTJk4mJiWHkyJGsWLGC6urqb//Bb2MKlyIiItJiNm7cSEFBQbP9RqORrl27EhwcTG1tLSkpKWzevJnw8HAWLVrE6NGj+fjjj0lOTqa0tNRu/KFDh7BYLAwZMgSAF154gdWrV9O5c2dSU1NJTk7GZDIxf/58duzYYbe25cuX07FjR+bOncuIESPYunUrKSkpWCwW534RtxH3ll6AiIiI3JkKCwtZv349bdu2pa6uzmGNwWAgMjISgHfffZfS0lIWL17M2LFjrTXx8fEkJyezZs0aXnzxRZvxRqORkJAQ/P39OXr0KNu2bWP48OE8++yz1prx48czadIksrKySEhIoE2bNlRWVpKdnU1kZCSrVq3C1fXGflyvXr1YsmQJOTk5PPbYY87+Sm4L2rkUERGRW+7q1assXbqUIUOGEBoa6rCmqqqKkpISoqKiANi/fz9t2rRh9OjRNnW9evWie/fuHD582O4aRqPRGk4PHDgA3AiTX+Tt7U1sbCzV1dWcPHkSgF27dlFfX09SUpI1WAIkJCQQGBhot8sp/6KdSxERkVZk05i3W3oJzZq4ZZLTrrVy5UpqamrIyMggIyPDYY3BYMDT05MBAwYA8Otf/5oLFy7g5uZmU9fY2MjFixdtQiDAuXPnOHv2rDVcJiYmEhMTw913320314ULFwCs1z527BiAw+Dbp08fPvjgA2pqavD29v46H/uOoHApIiLSilTkn2/pJfzHffjhh2zfvp3MzEw6derUbJ3RaCQsLIy2bdsC0LlzZzp37mxXt2vXLv7xj38QExNj024wGPDx8eHee+8FbuxQhoSE2I0vKytjz549dOzYkR49egBgMpno0KEDXl5edvUBAQEAlJeXO7zenU63xUVEROSWMZlMPPfcc4wePZrY2Nhm6xoaGjh48KB117E5paWlZGZm4ubmxrRp02z6DAYDgwYNstvp/KKamhoWL15MXV0d06dPx93d3dru6enpcEy7du0AdKinGQqXIiIicks0NjaybNkyOnTowIIFC25ae+TIEa5cuXLTcHn8+HHmzJnD5cuXWbhwIb1797b2WSwW8vPzbzr+0qVLpKamUlxcTHx8PI8++qjNWm/2OQC72/Byg74VERERuSXeeecd8vLySEtLo66uDrPZjNlspqGhAbjxDsumd0gajUa6detGYGCgw2sZDAZmz56N2Wxm4cKFTJgwwaY/Ly+Puro66yuIvuzs2bNMmzaNY8eOMWzYMJYvX46Li4u138vLq9mdyaZ2PW/pmJ65FBERaUXuGuA4TN0O9u7dS2NjI4sWLXLYP3z4cAIDA9m6dSsGg8F6SvzLNm/ezO9+9ztcXV1Zvnw5CQkJdjVGo5FevXrh5+dn13f06FEWLVqE2WwmMTGR+fPn2+1CBgUFUVxczLVr1+xuj5tMJlxdXfH39/93P/odReFSRESkFXHmiezWZt68eVy+fNmuPSsri5KSEtasWYOHhwcVFRWcOnWK9PR0u9p3332XF198ER8fH1asWMHAgQMdzmU0GnnwwQft2gsKCkhNTaW2tpYFCxaQmJjocHzfvn3ZvXs3hYWFhIWF2fQVFRXRvXt3h4d9ROFSREREbpEvPhP5RT4+PgDWn4DcvHkzXl5e9O/f36Zu3759ZGVl0bFjR37/+99bT3Z/2WeffUZ5ebndLfGqqirS09OxWCwsW7aMESNGNLvW+Ph41q1bx5tvvsn9999vvWW+a9cuKioqmD9//r/zke9ICpciIiLSqhiNRsLDw60nt5usWrWKxsZGoqOjOXHiBCdOnLAbO3LkSAwGA76+vvTt29emb/369ZjNZkJDQ2lsbGTnzp124yMiIujUqROBgYEkJyeTnZ3N3LlziY+P58yZM2zatIk+ffowbtw4537o24jCpYiIiLQa9fX11kM/X1RRUcHp06cB2LFjR7O/kDNy5Ej27dvH4MGD7Z6j3L9/P3DjBelNL0n/snXr1lnfvTljxgz8/PzIyckhMzMTPz8/xowZw6xZs6yvIxJ7Lmazufmz9iIiIuJUVVVVOggi31pr/jvSq4hERERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERKTFXL9+nRkzZhAREeGwPz8/n4iICMrKygC4cuUKL7/8MuPHjyc6OpoJEyawceNGGhoaHI6vq6sjJiaGbdu2AdDQ0MDbb79NUlISDzzwAHFxccyePZt9+/Y5HL9jxw4mT55MTEwMI0eOZMWKFVRXVzvhk9++FC5FRESkxWzcuJGCgoJm+41GI127diU4OJiGhgbS0tJ46623CAsLIy0tjdDQUNauXUt6errD8YcOHcJisTBkyBAAXnjhBVavXk3nzp1JTU0lOTkZk8nE/Pnz2bFjh93ali9fTseOHZk7dy4jRoxg69atpKSkYLFYnPcl3GbcW3oBIiIicmcqLCxk/fr1tG3blrq6Ooc1BoOByMhIAHbu3MmRI0d48skneeyxxwAYN24c3t7e5OTkcODAAbsdUKPRSEhICP7+/hw9epRt27YxfPhwnn32WWvN+PHjmTRpEllZWSQkJNCmTRsqKyvJzs4mMjKSVatW4ep6Yz+uV69eLFmyhJycHOsaxJZ2LkVEROSWu3r1KkuXLmXIkCGEhoY6rKmqqqKkpISoqCgAampq6NmzJ4888ohN3aBBgwAoLi62u4bRaLSG0wMHDgA3wuQXeXt7ExsbS3V1NSdPngRg165d1NfXk5SUZA2WAAkJCQQGBtrtcsq/aOdSRESkFRm2w9TSS2jWX0cFOO1aK1eupKamhoyMDDIyMhzWGAwGPD09GTBgAABJSUkkJSXZ1R0/fhyAwMBAm/Zz585x9uxZa7hMTEwkJiaGu+++2+4aFy5cAMDNzQ2AY8eOATgMvn369OGDDz6gpqYGb2/vf+vz3kkULkVERFqRg1X1Lb2E/7gPP/yQ7du3k5mZSadOnZqtMxqNhIWF0bZtW7u+2tpazp8/z549e/jDH/5A3759iYuLs6kxGAz4+Phw7733Ajd2KENCQuyuVVZWxp49e+jYsSM9evQAwGQy0aFDB7y8vOzqAwJuhOzy8nKH17vTKVyKiIjILWMymXjuuecYPXo0sbGxzdY1NDRw8OBBnnzySYf9W7ZsYeXKlQB873vf46mnnqJNmzY2NQaDgUGDBll3Ix2pqalh8eLF1NXVMXfuXNzd3a3tnp6eDse0a9cOQId6mqFnLkVEROSWaGxsZNmyZXTo0IEFCxbctPbIkSNcuXLFekv7y0JDQ8nMzGTRokW0bduWadOmsXfvXmu/xWIhPz+/2fEAly5dIjU1leLiYuLj43n00Udt1nqzzwHYPIsp/6KdSxEREbkl3nnnHfLy8sjMzKSurs56QrzpHZVmsxlXV1d8fHwwGo1069bN7jnKJn379rX+/7GxsSQmJvK73/2O6OhoAPLy8qirq7O+gujLzp49S1paGmfOnGHYsGEsW7YMFxcXa7+XlxeXLl1yOLZpx1LPWzqmcCkiItKKhPu3+eqi76i9e/fS2NjIokWLHPYPHz6cwMBAtm7disFgsJ4S/ypdunRh4MCB7N27F7PZjK+vL0ajkV69euHn52dXf/ToURYtWoTZbCYxMZH58+fb7UIGBQVRXFzMtWvX7G6Pm0wmXF1d8ff3/zc/+Z1F4VJERKQVceaJ7NZm3rx5XL582a49KyuLkpIS1qxZg4eHBxUVFZw6dcruxehpaWl8+umnbN682fpsZJOrV6/i6upqPfxjNBp58MEH7eYqKCggNTWV2tpaFixYQGJiosO19u3bl927d1NYWEhYWJhNX1FREd27d3d42EcULkVEROQW6d27t8N2Hx8fAOsL0Ddv3oyXlxf9+/e3qQsMDMRgMLB9+3bGjh1rbc/Pzyc/P5/w8HDat2/PZ599Rnl5ud0t8aqqKtLT07FYLCxbtowRI0Y0u9b4+HjWrVvHm2++yf3332+9Zb5r1y4qKiqYP3/+1/34dwyFSxEREWlVjEYj4eHhdruT06dPx2g0kpmZyfHjx/nRj37Ep59+Sm5uLr6+vvz85z8HbpwS9/X1tXkuE2D9+vWYzWZCQ0NpbGxk586ddnNHRETQqVMnAgMDSU5OJjs7m7lz5xIfH8+ZM2fYtGkTffr0Ydy4cf+5L+A7TuFSREREWo36+nry8vJIS0uz6/Pz8+O1117jlVdeYe/evWzdupVOnTrx0EMPMX36dOszkPv27WPw4MF2z1Hu378fuPGC9KaXpH/ZunXrrO/enDFjBn5+fuTk5JCZmYmfnx9jxoxh1qxZ1tcRiT0Xs9nc/Fl7ERERcaqqqiodBJFvrTX/HekFTSIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiItJirl+/zowZM4iIiHDYn5+fT0REBGVlZQ77X375ZSIiIjh06JDD/rq6OmJiYti2bRsADQ0NvP322yQlJfHAAw8QFxfH7Nmz2bdvn8PxO3bsYPLkycTExDBy5EhWrFhBdXX1N/ikdw6FSxEREWkxGzdupKCgoNl+o9FI165dCQ4Otus7fPgwb7755k2vf+jQISwWC0OGDAHghRdeYPXq1XTu3JnU1FSSk5MxmUzMnz+fHTt22K1t+fLldOzYkblz5zJixAi2bt1KSkoKFovlG3zaO4N7Sy9ARERE7kyFhYWsX7+etm3bUldX57DGYDAQGRlp13758mV+9atf4e7u3uxYuBFOQ0JC8Pf35+jRo2zbto3hw4fz7LPPWmvGjx/PpEmTyMrKIiEhgTZt2lBZWUl2djaRkZGsWrUKV9cb+3G9evViyZIl5OTk8Nhjj33Lb+D2pJ1LERERueWuXr3K0qVLGTJkCKGhoQ5rqqqqKCkpISoqyq7vt7/9LZ9//jnjxo276TxGo9EaTg8cOADcCJNf5O3tTWxsLNXV1Zw8eRKAXbt2UV9fT1JSkjVYAiQkJBAYGGi3yyn/op1LERGRVsRz+ZyWXkKzri1d67RrrVy5kpqaGjIyMsjIyHBYYzAY8PT0ZMCAATbtf/7zn/nrX//Kf//3f3PkyJFm5zh37hxnz561hsvExERiYmK4++677WovXLgAgJubGwDHjh0DcBh8+/TpwwcffEBNTQ3e3t5f/WHvMAqXIiIirYhbaVFLL+E/7sMPP2T79u1kZmbSqVOnZuuMRiNhYWG0bdvW2lZWVkZmZiaJiYlERETcNFwaDAZ8fHy49957gRs7lCEhIXZ1ZWVl7Nmzh44dO9KjRw8ATCYTHTp0wMvLy64+ICAAgPLycofXu9PptriIiIjcMiaTieeee47Ro0cTGxvbbF1DQwMHDx60ed7y+vXr/OpXv6JLly7MmfPVO7wGg4FBgwZZdyMdqampYfHixdTV1TF9+nTc3d2t7Z6eng7HtGvXDkCHepqhcCkiIiK3RGNjI8uWLaNDhw4sWLDgprVHjhzhypUrNuHytddeo6ioiOXLl+Ph4XHT8RaLhfz8fIeHgZpcunSJ1NRUiouLiY+P59FHH7VZ680+B2DzLKb8i26Li4iIyC3xzjvvkJeXR2ZmJnV1ddZT3g0NDQCYzWZcXV3x8fHBaDTSrVs3AgMDgRvPQG7YsIFJkyYREBCA2WwG/rV7WFNTg9lsxsfHB1dXV/Ly8qirq7O+gujLzp49S1paGmfOnGHYsGEsW7YMFxcXa7+XlxeXLl1yOLZpTj1v6ZjCpYiISCtyvUefll7Cf8zevXtpbGxk0aJFDvuHDx9OYGAgW7duxWAw2JwSNxqNXL9+nTfeeIM33njDbmx6ejoAW7ZsISgoCKPRSK9evfDz87OrPXr0KIsWLcJsNpOYmMj8+fPtdiGDgoIoLi7m2rVrdrfHTSYTrq6u+Pv7f+3v4E6gcCkiItKKOPNEdmszb948Ll++bNeelZVFSUkJa9aswcPDg4qKCk6dOmUNjAAPPfQQ/fv3txv7pz/9iZ07dzJv3jzuuece6wEho9HIgw8+aFdfUFBAamoqtbW1LFiwgMTERIdr7du3L7t376awsJCwsDCbvqKiIrp37+7wsI8oXIqIiMgt0rt3b4ftPj4+ANafgNy8eTNeXl42YTI4ONjhr/Q0nRbv1asX999/PwCfffYZ5eXldrfEq6qqSE9Px2KxsGzZMkaMGNHsWuPj41m3bh1vvvkm999/v/WW+a5du6ioqGD+/Pn/1me+EylcioiISKtiNBoJDw+3ntz+ugwGA76+vvTt29emff369ZjNZkJDQ2lsbGTnzp12YyMiIujUqROBgYEkJyeTnZ3N3LlziY+P58yZM2zatIk+ffp85cvb72QKlyIiItJq1NfXk5eXR1pa2je+xr59+xg8eLDdc5T79+8HbhwOanpJ+petW7fOemt9xowZ+Pn5kZOTQ2ZmJn5+fowZM4ZZs2ZZX0ck9lzMZnPzZ+1FRETEqaqqqnQQRL611vx3pBc0iYiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIhIi7l+/TozZswgIiLCYX9+fj4RERGUlZUBsHPnTiIiIhz+b9myZXbj6+rqiImJYdu2bQA0NDTw9ttvk5SUxAMPPEBcXByzZ89m3759DuffsWMHkydPJiYmhpEjR7JixQqqq6ud9OlvT+4tvQARERG5c23cuJGCgoJm+41GI127diU4OBiAkydPAvD000/j4eFhU9tU80WHDh3CYrEwZMgQAF544QW2bdvGoEGDGDt2LNeuXWPr1q3Mnz+fJUuWMGrUKJu1rV27lvDwcObOnUt5eTk5OTkUFBSwYcMG2rVr960//+1I4VJERERaRGFhIevXr6dt27bU1dU5rDEYDERGRlr/ffLkSfz8/BgzZsy/NYfRaCQkJAR/f3+OHj3Ktm3bGD58OM8++6y1Zvz48UyaNImsrCwSEhJo06YNlZWVZGdnExkZyapVq3B1vXGzt1evXixZsoScnBwee+yxb/7hb2O6LS4iIiK33NWrV1m6dClDhgwhNDTUYU1VVRUlJSVERUVZ20pKSujevfu/PY/RaLSG0wMHDgA3wuQXeXt7ExsbS3V1tXVndNeuXdTX15OUlGQNlgAJCQkEBgayY8eOf3sNdxrtXIqIiLQi1/Lmt/QSmuUZluW0a61cuZKamhoyMjLIyMhwWGMwGPD09GTAgAEAXLhwgX/+85/Ex8cDUF9fT2NjI23btnU4/ty5c5w9e9YaLhMTE4mJieHuu++2q71w4QIAbm5uABw7dgzAYfDt06cPH3zwATU1NXh7e3+dj31HULgUERFpRT6vLm7pJfzHffjhh2zfvp3MzEw6derUbJ3RaCQsLMwaHpt2FSsqKnjsscc4efIkn3/+Ob179+ZnP/sZ4eHhNuMNBgM+Pj7ce++9wI0dypCQELt5ysrK2LNnDx07dqRHjx4AmEwmOnTogJeXl119QEAAAOXl5Q6vd6fTbXERERG5ZUwmE8899xyjR48mNja22bqGhgYOHjxo87xlSUkJAAUFBQwdOpQVK1aQmppKRUUFqamp7N271+YaBoOBQYMGWXcjHampqWHx4sXU1dUxffp03N3dre2enp4OxzQd5LFYLP/eh77DaOdSREREbonGxkaWLVtGhw4dWLBgwU1rjxw5wpUrV2zCZZ8+fUhOTmbUqFH84Ac/sLb/5Cc/ISkpid/+9rdERUXh6uqKxWIhPz+fX/ziF83OcenSJdLS0iguLiY+Pp5HH33UZq03+xyAzbOY8i8KlyIiInJLvPPOO+Tl5ZGZmUldXZ31hHhDQwMAZrMZV1dXfHx8MBqNdOvWjcDAQOv4AQMGWJ+//KLAwEBiY2PZuXMnp06dokePHuTl5VFXV2d9BdGXnT17lrS0NM6cOcOwYcNYtmwZLi4u1n4vLy8uXbrkcGzTjqWet3RM4VJERKQVcfXp1dJL+I/Zu3cvjY2NLFq0yGH/8OHDCQwMZOvWrRgMBptT4l+l6dnNK1euADee1+zVqxd+fn52tUePHmXRokWYzWYSExOZP3++3S5kUFAQxcXFXLt2ze72uMlkwtXVFX9//397fXcShUsREZFWxJknslubefPmcfnyZbv2rKwsSkpKWLNmDR4eHlRUVHDq1CnS09Nt6hYtWsSnn37KO++8Y/cC81OnTgHw/e9/H7gRLh988EG7uQoKCkhNTaW2tpYFCxaQmJjocK19+/Zl9+7dFBYWEhYWZtNXVFRE9+7dHR72ER3oERERkVukd+/eDn+20cfHB4CIiAjuu+8+DAYDXl5e9O/f32Z8586dOXfuHFu2bLFpP3ToEEajkaioKPz8/Pjss88oLy+3uyVeVVVFeno6FouFX/3qV80GS4D4+Hjc3d158803bZ6/3LVrFxUVFTa/5CO2tHMpIiIirYrRaCQ8PNx6crvJjBkzMBqNrF69mpMnT9K3b19OnTrF//7v/+Lv72/d6TQYDPj6+tK3b1+b8evXr8dsNhMaGkpjYyM7d+60mzsiIoJOnToRGBhIcnIy2dnZzJ07l/j4eM6cOcOmTZvo06cP48aN+899Ad9xCpciIiLSatTX15OXl0daWppdX6dOnXjttdd49dVXMRgM/PnPf8bPz4+HHnqIGTNmWJ+B3LdvH4MHD7Z7jnL//v3AjRekN70k/cvWrVtnfX5zxowZ+Pn5kZOTQ2ZmpvVnJ2fNmqXfFb8JF7PZ3PxZexEREXGqqqoqHQSRb601/x3pmUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxEREWkx169fZ8aMGURERDjsz8/PJyIigrKyMmvbvn37SElJ4cc//jHx8fHMnTuXwsJCh+Pr6uqIiYlh27ZtADQ0NPD222+TlJTEAw88QFxcHLNnz2bfvn0Ox+/YsYPJkycTExPDyJEjWbFiBdXV1d/yU9/eFC5FRESkxWzcuJGCgoJm+41GI127diU4OBiArVu3Mn/+fC5dusTs2bOZPHkyJ0+eZNasWRQVFdmNP3ToEBaLhSFDhgDwwgsvsHr1ajp37kxqairJycmYTCbmz5/Pjh077Na2fPlyOnbsyNy5cxkxYgRbt24lJSUFi8XixG/h9uLe0gsQERGRO1NhYSHr16+nbdu21NXVOawxGAxERkYCYDKZWLlyJb169eKVV16hXbt2AAwdOpSJEyfy+9//npdeeslmvNFoJCQkBH9/f44ePcq2bdsYPnw4zz77rLVm/PjxTJo0iaysLBISEmjTpg2VlZVkZ2cTGRnJqlWrcHW9sR/Xq1cvlixZQk5ODo899th/4mv5ztPOpYiIiNxyV69eZenSpQwZMoTQ0FCHNVVVVZSUlBAVFQXAn//8ZywWC/PmzbMGS4Af/OAHzJs3j0GDBtldw2g0WsPpgQMHgBth8ou8vb2JjY2lurqakydPArBr1y7q6+tJSkqyBkuAhIQEAgMD7XY55V+0cykiItKKvPqn5S29hGbNfGip0661cuVKampqyMjIICMjw2GNwWDA09OTAQMGAJCXl4e3tzf33XcfcOP5yYaGBtq1a8fEiRPtxp87d46zZ89aw2ViYiIxMTHcfffddrUXLlwAwM3NDYBjx44BOAy+ffr04YMPPqCmpgZvb++v+9FvewqXIiIircjZqtKWXsJ/3Icffsj27dvJzMykU6dOzdYZjUbCwsJo27YtAJ999hl33XUXn376KS+99BJ5eXlcv36dHj168OSTT1p3OJsYDAZ8fHy49957gRs7lCEhIXbzlJWVsWfPHjp27EiPHj2AG7fgO3TogJeXl119QEAAAOXl5Q6vd6fTbXERERG5ZUwmE8899xyjR48mNja22bqGhgYOHjxo3XUEqK6uprq6mpkzZ+Lr68uzzz7Lz3/+c65cucLChQvZs2ePzTUMBgODBg2y7kY6UlNTw+LFi6mrq2P69Om4u7tb2z09PR2Oabolr0M9jilcioiIyC3R2NjIsmXL6NChAwsWLLhp7ZEjR7hy5YpNuKyvr8dkMvHQQw/x61//mqFDhzJhwgTWr1+Pp6cnK1eupLGxEbgR/PLz823Gf9mlS5dITU2luLiY+Ph4Hn30UZu13uxzADbPYsq/6FsRERGRW+Kdd94hLy+PtLQ06urqMJvNmM1mGhoaADCbzdZ3SBqNRrp160ZgYKB1fNOO4ZefrwwICCAmJobKyko+++wz4MbzmXV1ddZXEH3Z2bNnmTZtGseOHWPYsGEsX74cFxcXa7+Xl1ezO5NN7Xre0jE9cykiItKK/MC/R0sv4T9m7969NDY2smjRIof9w4cPJzAwkK1bt2IwGOyeoezSpQuffvqpw+c0m9pqamqAG+G0V69e+Pn52dUePXqURYsWYTabSUxMZP78+Xa7kEFBQRQXF3Pt2jW72+MmkwlXV1f8/f3//Q9/B1G4FBERaUWceSK7tZk3bx6XL1+2a8/KyqKkpIQ1a9bg4eFBRUUFp06dIj093aYuNDSUTz/9lJKSEvr162fTd+7cOQDrTqfRaOTBBx+0m6ugoIDU1FRqa2tZsGABiYmJDtfat29fdu/eTWFhIWFhYTZ9RUVFdO/e3eFhH9FtcREREblFevfuTUREhN3/fHx8AIiIiOC+++7DYDDg5eVF//79bcY//PDDAGRnZ3P9+nVre2lpKX//+9+5//776dy5M5999hnl5eV2t8SrqqpIT0/HYrHwq1/9qtlgCRAfH4+7uztvvvmmzfOXu3btoqKiglGjRn3br+O2pZ1LERERaVWMRiPh4eHWk9tN7rvvPiZNmsTbb7/NzJkzGTlyJBcuXGDTpk14eHhYb7cbDAZ8fX3p27evzfj169djNpsJDQ2lsbGRnTt32s0dERFBp06dCAwMJDk5mezsbObOnUt8fDxnzpxh06ZN9OnTh3Hjxv3nvoDvOIVLERERaTXq6+uth34cmTdvHj179iQnJ4fVq1fTrl07wsPDmT17Nj/84Q8B2LdvH4MHD7Z7jnL//v3AjRekN70k/cvWrVtnfX5zxowZ+Pn5kZOTQ2ZmJn5+fowZM4ZZs2bZ/EKQ2HIxm83Nn7UXERERp6qqqtJBEPnWWvPfkZ65FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGncW/pBYiIiMid6/r168yePZuCggIOHDhg15+fn8+sWbPIzc1lzpw5nD9//qbX27JlC0FBQdZ/19XVER8fz6JFixg9ejQNDQ1s2rSJHTt2cPbsWdzd3enVqxePP/44Q4YMsbvejh07eO+99zhz5gxeXl78+Mc/Zvbs2fj4+Hz7D3+bUrgUERGRFrNx40YKCgqa7TcajXTt2pXg4GDS0tK4du2aXc0nn3zCe++9R2hoKAEBATZ9hw4dwmKxWIPjCy+8wLZt2xg0aBBjx47l2rVrbN26lfnz57NkyRJGjRpls7a1a9cSHh7O3LlzKS8vJycnh4KCAjZs2EC7du2c9C3cXhQuRUREpEUUFhayfv162rZtS11dncMag8FAZGQkAHFxcXb9V65cYf369fj6+vKb3/wGd3fbaGM0GgkJCcHf35+jR4+ybds2hg8fzrPPPmutGT9+PJMmTSIrK4uEhATatGlDZWUl2dnZREZGsmrVKlxdbzxJ2KtXL5YsWUJOTg6PPfaYk76J24ueuRQREZFb7urVqyxdupQhQ4YQGhrqsKaqqoqSkhKioqKavc66des4e/Ys8+fPp0uXLnb9RqPRGk6bbruPHz/epsbb25vY2Fiqq6s5efIkALt27aK+vp6kpCRrsARISEggMDCQHTt2fL0PfAfRzqWIiEgrsnXr1pZeQrMeeeQRp11r5cqV1NTUkJGRQUZGhsMag8GAp6cnAwYMcNh/6tQpNm/eTP/+/XnwwQft+s+dO8fZs2et4TIxMZGYmBjuvvtuu9oLFy4A4ObmBsCxY8cAHAbfPn368MEHH1BTU4O3t/e/8WnvLAqXIiIirYjJZGrpJfzHffjhh2zfvp3MzEw6derUbJ3RaCQsLIy2bds67H/11Ve5fv06Tz75pMN+g8GAj48P9957L3BjhzIkJMSurqysjD179tCxY0d69OgB3Pjv0KFDB7y8vOzqm57rLC8vd3i9O51ui4uIiMgtYzKZeO655xg9ejSxsbHN1jU0NHDw4EHrruOXnT9/nj179nD//ffTr18/hzUGg4FBgwZZdyMdqampYfHixdTV1TF9+nTrM5s1NTV4eno6HNN0kMdisTR73TuZwqWIiIjcEo2NjSxbtowOHTqwYMGCm9YeOXKEK1euNBsuc3NzuX79erOHaiwWC/n5+c2OB7h06RKpqakUFxcTHx/Po48+arPWm30OwOZZTPkX3RYXERGRW+Kdd94hLy+PzMxM6urqrCfEGxoaADCbzbi6uuLj44PRaKRbt24EBgY6vNbu3bvx8/MjIiLCYX9eXh51dXUO310JcPbsWdLS0jhz5gzDhg1j2bJluLi4WPu9vLy4dOmSw7FNO5Z63tIxhUsREZFW5Mvvabyd7N27l8bGRhYtWuSwf/jw4QQGBrJ161YMBkOzp8Q/++wzzpw5w6OPPtrsLW+j0UivXr3w8/Oz6zt69CiLFi3CbDaTmJjI/Pnz7XYhg4KCKC4u5tq1a3a3x00mE66urvj7+/87H/uOo3ApIiLSijjzRHZrM2/ePC5fvmzXnpWVRUlJCWvWrMHDw4OKigpOnTpFenq6w+vk5+cDMHjw4GbnMhqNDk+QFxQUkJqaSm1tLQsWLCAxMdHh+L59+7J7924KCwsJCwuz6SsqKqJ79+4OD/uIwqWIiIjcIr1793bY3vRTik23uDdv3oyXlxf9+/d3WP/JJ5/c9HqfffYZ5eXldrfEq6qqSE9Px2KxsGzZMkaMGNHsWuPj41m3bh1vvvkm999/v/WW+a5du6ioqGD+/PnNjr3TKVyKiIhIq2I0GgkPD7f7tZ0mp0+fxsPDo9nXGBkMBnx9fenbt69N+/r16zGbzYSGhtLY2MjOnTvtxkZERNCpUycCAwNJTk4mOzubuXPnEh8fz5kzZ9i0aRN9+vRh3Lhx3/6D3qYULkVERKTVqK+vJy8vj7S0tGZrzGbzTQ/T7Nu3j8GDB9s9R7l//37gxgvSm16S/mXr1q2zhtYZM2bg5+dHTk4OmZmZ+Pn5MWbMGGbNmqXfFb8JF7PZ3PxZexEREXGqqqoqHQSRb601/x3pBU0iIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiLSYq5fv86MGTOIiIhw2J+fn09ERARlZWUAXLlyhVWrVjF69GgiIyMZNWoUmZmZ1NTUOBxfV1dHTEwM27ZtA6ChoYG3336bpKQkHnjgAeLi4pg9ezb79u1zOH7Hjh1MnjyZmJgYRo4cyYoVK6iurnbCJ799KVyKiIhIi9m4cSMFBQXN9huNRrp27UpwcDANDQ08+eSTvPfee/Tr149FixYxZMgQNm/ezOzZs6mtrbUbf+jQISwWC0OGDAHghRdeYPXq1XTu3JnU1FSSk5MxmUzMnz+fHTt22K1t+fLldOzYkblz5zJixAi2bt1KSkoKFovFuV/EbcS9pRcgIiIid6bCwkLWr19P27Ztqaurc1hjMBiIjIwE4G9/+xuFhYWMGzeOX/ziF9aaLl268Oqrr/KnP/2JcePG2Yw3Go2EhITg7+/P0aNH2bZtG8OHD+fZZ5+11owfP55JkyaRlZVFQkICbdq0obKykuzsbCIjI1m1ahWurjf243r16sWSJUvIycnhsccec/ZXclvQzqWIiIjcclevXmXp0qUMGTKE0NBQhzVVVVWUlJQQFRUFwJkzZwB44IEHbOri4uIAOH78uN01jEajNZweOHAAuBEmv8jb25vY2Fiqq6s5efIkALt27aK+vp6kpCRrsARISEggMDDQbpdT/kU7lyIiIq3IpjFvt/QSmjVxyySnXWvlypXU1NSQkZFBRkaGwxqDwYCnpycDBgwA4O677wbg008/tQmYp0+fBiAgIMBm/Llz5zh79qw1XCYmJhITE2O9zhdduHABADc3NwCOHTsG4DD49unThw8++ICamhq8vb3//Q99h1C4FBERaUUq8s+39BL+4z788EO2b99OZmYmnTp1arbOaDQSFhZG27ZtAYiJiSE2NpbXXnuNzp07M2DAAEpKSli1ahUBAQE88sgjNuMNBgM+Pj7ce++9wI0dypCQELt5ysrK2LNnDx07dqRHjx4AmEwmOnTogJeXl119U4gtLy93eL07ncKliIiI3DImk4nnnnuO0aNHExsb22xdQ0MDBw8e5Mknn7S2ubm5MWPGDM6cOcOvfvUra7ufnx/r1q2jc+fONtcwGAwMGjTIuhvpSE1NDYsXL6auro65c+fi7u5ubff09HQ4pl27dgA61NMMPXMpIiIit0RjYyPLli2jQ4cOLFiw4Ka1R44c4cqVK9Zb2nDj5PfUqVMxmUzMmjWLzMxM5s6dy+eff86sWbM4ceKEtdZisZCfn28z/ssuXbpEamoqxcXFxMfH8+ijj9qs9WafA7B5FlP+RTuXIiIicku888475OXlkZmZSV1dnfWEeENDAwBmsxlXV1d8fHwwGo1069aNwMBA6/h169bR0NDAunXrrLe64cbt8smTJ/Pcc8/x+uuvA5CXl0ddXZ31FURfdvbsWdLS0jhz5gzDhg1j2bJluLi4WPu9vLy4dOmSw7FNO5Z63tIxhUsREZFW5K4BgV9d9B21d+9eGhsbWbRokcP+4cOHExgYyNatWzEYDNZT4k1OnjzJD3/4Q5tgCTcO+gwcOJB9+/ZZD9kYjUZ69eqFn5+f3TxHjx5l0aJFmM1mEhMTmT9/vt0uZFBQEMXFxVy7ds3u9rjJZMLV1RV/f/9v8jXc9hQuRUREWhFnnshubebNm8fly5ft2rOysigpKWHNmjV4eHhQUVHBqVOnSE9Pt6lr06YNn3/+ucNrN7U33bI2Go08+OCDdnUFBQWkpqZSW1vLggULSExMdHi9vn37snv3bgoLCwkLC7PpKyoqonv37g4P+4jCpYiIiNwivXv3dtju4+MDYP0JyM2bN+Pl5UX//v1t6qKioti5cyf79u2zud198uRJ8vPz6dOnDx06dOCzzz6jvLzc7pZ4VVUV6enpWCwWli1bxogRI5pda3x8POvWrePNN9/k/vvvt94y37VrFxUVFcyfP//rfvw7hsKliIiItCpGo5Hw8HDrye0mP/vZzzh8+DDp6ek88sgj3HPPPZw9e5b//d//xd3dnaeeegq4cUrc19eXvn372oxfv349ZrOZ0NBQGhsb2blzp93cERERdOrUicDAQJKTk8nOzmbu3LnEx8dz5swZNm3aRJ8+fex+CUj+ReFSREREWo36+nry8vJIS0uz6wsICGDjxo2sX7+ejz76iP/93/+lY8eOREVFMWPGDOvL0fft28fgwYPtnqPcv38/cOMF6U0vSf+ydevWWd+9OWPGDPz8/MjJySEzMxM/Pz/GjBnDrFmzrK8jEnsuZrO5+bP2IiIi4lRVVVU6CCLfWmv+O9ILmkRERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRUREpMVcv36dGTNmEBER4bA/Pz+fiIgIysrKALh06RIrVqzgwQcfJDo6mp/+9Kds2rSJzz//3OH4uro6YmJi2LZtGwANDQ28/fbbJCUl8cADDxAXF8fs2bPZt2+fw/E7duxg8uTJxMTEMHLkSFasWEF1dbUTPvntS+FSREREWszGjRspKChott9oNNK1a1eCg4O5fPkyM2bM4I9//COhoaHMmzeP0NBQXnzxRRYvXkxjY6Pd+EOHDmGxWBgyZAgAL7zwAqtXr6Zz586kpqaSnJyMyWRi/vz57Nixw25ty5cvp2PHjsydO5cRI0awdetWUlJSsFgszv0ibiPuLb0AERERuTMVFhayfv162rZtS11dncMag8FAZGQkAK+99hqfffYZjz32GE8++aS1JiQkhBUrVvDnP/+Zhx56yGa80WgkJCQEf39/jh49yrZt2xg+fDjPPvustWb8+PFMmjSJrKwsEhISaNOmDZWVlWRnZxMZGcmqVatwdb2xH9erVy+WLFlCTk4Ojz32mLO/ktuCdi5FRETklrt69SpLly5lyJAhhIaGOqypqqqipKSEqKgoAD788EPat2/P9OnTberGjRtHx44dyc3NtbuG0Wi0htMDBw4AN8LkF3l7exMbG0t1dTUnT54EYNeuXdTX15OUlGQNlgAJCQkEBgba7XLKv2jnUkREpBUZtsPU0kto1l9HBTjtWitXrqSmpoaMjAwyMjIc1hgMBjw9PRkwYAAAlZWV9OzZk3bt2tnUubq6EhwcTHFxMY2Njbi4uABw7tw5zp49aw2XiYmJxMTEcPfdd9vNdeHCBQDc3NwAOHbsGIDD4NunTx8++OADampq8Pb2/iYf/7amcCkiItKKHKyqb+kl/Md9+OGHbN++nczMTDp16tRsndFoJCwsjLZt2wLQvn17rly54rDWbDZTV1fHpUuX8PX1BW6EUx8fH+69917gxg5lSEiI3diysjL27NlDx44d6dGjBwAmk4kOHTrg5eVlVx8QcCNkl5eXO7zenU63xUVEROSWMZlMPPfcc4wePZrY2Nhm6xoaGjh48KB11xGgX79+nDt3jsLCQpvaoqIizp8/D0Btba213WAwMGjQIOtupCM1NTUsXryYuro6pk+fjru7u7Xd09PT4ZimnVMd6nFM4VJERERuicbGRpYtW0aHDh1YsGDBTWuPHDnClStXbMLltGnTcHV15ec//znvv/8+5eXlfPTRR/ziF7/Ax8cH+NdtbYvFQn5+vs34L7t06RKpqakUFxcTHx/Po48+arPWm30OwOZZTPkX3RYXERGRW+Kdd94hLy+PzMxM6urqrCfEGxoagBu3tl1dXfHx8cFoNNKtWzcCAwOt4/v27UtmZia/+c1vePrppwHw9PQkOTmZsrIytm7dag2ZeXl51NXVWV9B9GVnz54lLS2NM2fOMGzYMJYtW2Z9VhPAy8uLS5cuORzbtGOp5y0dU7gUERFpRcL927T0Ev5j9u7dS2NjI4sWLXLYP3z4cAIDA9m6dSsGg8F6SvyLHnjgAbZu3crJkydpaGigZ8+eeHp6MmvWLLp06WJ9PtNoNNKrVy/8/PzsrnH06FEWLVqE2WwmMTGqiaAaAAEAAElEQVSR+fPn2+1CBgUFUVxczLVr1+xuj5tMJlxdXfH39/+mX8VtTeFSRESkFXHmiezWZt68eVy+fNmuPSsri5KSEtasWYOHhwcVFRWcOnWK9PR0m7rDhw/z2WefMW7cOHr37m1tr66u5tixY8THx1vbjEYjDz74oN1cBQUFpKamUltby4IFC0hMTHS41r59+7J7924KCwsJCwuz6SsqKqJ79+4OD/uIwqWIiIjcIl8MhF/UdCu76ScgN2/ejJeXF/3797epy8vLY/369fzgBz8gPDwcuPH843//93/T0NDApEmTAPjss88oLy+3uyVeVVVFeno6FouFZcuWMWLEiGbXGh8fz7p163jzzTe5//77rbfMd+3aRUVFBfPnz//an/9OoXApIiIirYrRaCQ8PNx6crvJuHHjyM3NJSMjg4kTJ+Ln58dHH32E0Whk+vTp1tcCGQwGfH196du3r8349evXYzabCQ0NpbGxkZ07d9rNHRERQadOnQgMDCQ5OZns7Gzmzp1LfHw8Z86cYdOmTfTp04dx48b9576A7ziFSxEREWk16uvrycvLIy0tza6vc+fOvPLKK6xbt47/+Z//oba2lm7duvHcc88xbNgwa92+ffsYPHiw3XOU+/fvB268IL3pJelftm7dOuu7N2fMmIGfnx85OTlkZmbi5+fHmDFjmDVrlt2L3OVfXMxmc/Nn7UVERMSpqqqqdBBEvrXW/HekFzSJiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiEiLuX79OjNmzCAiIsJhf35+PhEREZSVldn1Xb58mVGjRvHqq686HGuxWHjllVcYN24c0dHRTJgwgbfeeovr1687rK+srCQiIoKDBw9ax69bt47x48cTGRnJ0KFDSUtL49ixYw4/xzvvvMOjjz5KdHQ0jzzyCGvXrsVisfy7X8VtQ+FSREREWszGjRspKChott9oNNK1a1eCg4Nt2i0WC4sWLcJkMjkc9/nnn/OLX/yCP/zhDwwcOJAFCxbQs2dPXnrpJX772986HGMwGGjfvj39+/ensbGR9PR0XnvtNUJCQliwYAGJiYl88sknzJw5kwMHDtiMXbFiBVlZWXTv3p358+czaNAgXn/9dX7+85/T2Nj4Nb+V7zb3ll6AiIiI3JkKCwtZv349bdu2pa6uzmGNwWAgMjLSpq20tJRf/vKXlJaWNnvtDz74AKPRyM9+9jMef/xxAMaOHctvfvMbcnNzGT16NKGhoTZjjEYj4eHhtGnThl27drF//36eeOIJ5syZY60ZPXo0SUlJrFy5kk2bNlk/R25uLmPHjmXx4sXW2qCgINauXcv777/PsGHDvt6X8x2mnUsRERG55a5evcrSpUsZMmSIXchrUlVVRUlJCVFRUda2jRs3MnnyZKqqqvjpT3/a7PX/9Kc/0aZNGx599FGb9sceewyAHTt22LTX19eTl5dnnatpZ3L8+PE2dV26dGHgwIGcOnUKs9lsc61JkybZ1CYmJuLh4WE31+1OO5ciIiKtiOfyOV9d1EKuLV3rtGutXLmSmpoaMjIyyMjIcFhjMBjw9PRkwIAB1rbjx48zatQoZs2axenTp3nnnXccjj127Bg9evTA09PTpj04OJjvfe97FBYW2rTn5+dz9epVhgwZAsDcuXOZMGECAQEBdte+cOECAK6urta5fHx86Nq1q01du3bt6NGjh91ctzuFSxERkVbErbSopZfwH/fhhx+yfft2MjMz6dSpU7N1RqORsLAw2rZta21btmyZ9d+nT592OM5isVBdXW0TSr8oICCA8vJymzaDwUDPnj3p0qULAL6+vvj6+tqNLSgo4NixY9xzzz34+PgAYDKZuOuuu5qdq6ioiJqaGry9vZv9rLcT3RYXERGRW8ZkMvHcc88xevRoYmNjm61raGjg4MGDds9bfjFoNqempgaA9u3bO+xv164d165ds2kzGo12czla+9KlSwGYOXOmzXxf3iH94lyA3Xy3M4VLERERuSUaGxtZtmwZHTp0YMGCBTetPXLkCFeuXPnKwNfcPF/8v4763dzcrP8uKyvj9OnTN52rvLyclJQUzp8/z+TJk22C8c1Ogzf1Nd1CvxPotriIiIjcEu+88w55eXlkZmZSV1dnPSHe0NAAgNlsxtXVFR8fH4xGI926dSMwMPBrz9O0Y9ncOyYtFgteXl7WfxuNRry9venXr5/D+qKiIhYuXMg///lPJk2aRGpqqt18N5sLuGNuiYPCpYiISKtyvUefll7Cf8zevXtpbGxk0aJFDvuHDx9OYGAgW7duxWAw2JwS/zq8vLzw9fVt9h2YJpPJJrQajUYiIiJwd7ePRR999BFLliyhtraW1NRUJk+ebFcTFBREZWVls3P5+vri4eHxjT7Ld5HCpYiISCvizBPZrc28efO4fPmyXXtWVhYlJSWsWbMGDw8PKioqOHXqFOnp6d94rr59+5KXl4fFYrE+9wg3boGbzWYSEhIAqK2t5dChQw7n2r17NxkZGbi5ufH8888zdOhQh3OFhoZSXFxMWVmZzcveLRYLpaWlDB48+Bt/ju+iO+cBABEREWlRvXv3JiIiwu5/TaeuIyIiuO+++zAYDHh5edG/f/9vPNeIESOora21vui8yRtvvAHAqFGjADh8+DC1tbXWVxA1OXnyJM888wzu7u6sXr262WDZNNcXr93kvffeo66ujoceeugbf47vIu1cioiISKvS9Es5jm5T/7uGDx/O1q1bWbt2LeXl5fTp04ePP/6YDz74gP/6r//iRz/6EXDjFUQhISF07tzZZvxLL71EbW0tUVFRmEwmdu7caTdHXFwcnp6e9OvXj1GjRpGbm0t1dTWDBw+mqKiILVu2EB0dTVxc3Df+HN9FCpciIiLSajT9Uk5aWtq3uo6LiwsrV64kOzubv/zlL/zpT38iKCiItLQ0Jk6caK3bt28f8fHxNmMbGho4fPgwcCN8GgwGh3Ns2bLF+gqip59+mu9///ts376dv/3tbwQEBDB16lQef/xxXFxcvtVn+a5xMZvNd9avqYuIiLSgqqoq/P39W3oZ8h3Xmv+O9MyliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiItJjr168zY8YMIiIiHPbn5+cTERFBWVmZXd/ly5cZNWoUr7766k3nWLFiBY888shNa379618zc+ZMm3nnzZvH0KFDiYqKYvz48bz66qvU1dXZjS0tLWXRokUkJCQQFxfHnDlzKCgouOl8tzOFSxEREWkxGzduvGkQMxqNdO3aleDgYJt2i8XCokWLMJlMN71+Tk4Of/zjH79yHR9//DGRkZEAHD58mDlz5lBSUsJPf/pT0tLS6NGjB+vXr2fBggV8/vnn1nGnTp1i5syZFBUV8eijjzJ79mwqKytJSUnh8OHDXznv7ci9pRcgIiIid6bCwkLWr19P27ZtHe4IAhgMBmvoa1JaWsovf/lLSktLm722xWLhpZde+reC5fHjx6mqqrLO8/zzz+Pl5cXrr79O586dAZgwYQIvvvgi7777Lrt37yY+Ph6ArKws6urqeOONN6wBeMSIEUyaNInf/va3vPfee7i4uHz1l3Eb0c6liIiI3HJXr15l6dKlDBkyhNDQUIc1VVVVlJSUEBUVZW3buHEjkydPpqqqip/+9KcOx508eZJx48bxxz/+kbFjxxIQEHDTtRiNRvz9/QkJCaGyspIzZ84QGxtrDZZNHnroIeDGLXOAf/7zn+zbt4+4uDibnVVfX18eeeQRTp06RWFh4Vd/GbcZ7VyKiIi0Itfy5rf0EprlGZbltGutXLmSmpoaMjIyyMjIcFhjMBjw9PRkwIAB1rbjx48zatQoZs2axenTp3nnnXfsxpWVleHv78+yZcsIDw//yuctjUYjQ4YMAaBTp0788Y9/xMPDw67un//8JwCurjf25pqCo6Nw3LdvX2tNc+H5dqVwKSIi0op8Xl3c0kv4j/vwww/Zvn07mZmZdOrUqdk6o9FIWFgYbdv+f/buPyqq+973/1NBEERCo4Kgh1ZRG62lxB9TgYPSoEavFOvBazTSr0YrRnvF4I/coyS4TK45PRIieowmqW3Ucw7qbVjgxdTa6zVHPTOKoMi9QCDCpdwUlCHRqSAyiJnvHy7mZDIzxpqJoL4ea2V1+fm8P/vz2bv88Vp7z2dvH3vb5s2b7f+ur693OS4mJob4+Ph7Wsv169cpLy+33wX19vYmPDzcZe2//uu/AjB+/HgA++89Bw8e7FTbdbfU1UakR50ei4uIiMgDYzab2bJlC0lJSUyZMsVtXWdnJ8XFxU6/t/xy0HTnXmq6nD17ll69erndrd7lN7/5DefOneOpp55i8uTJALS2tgLg5+fnVN+3b1/gzm8/HzcKlyIiIvJA2Gw2Nm/eTP/+/VmzZs1day9evMiNGzecwqWnmUwmfvSjH9GvXz+3Nb/5zW949913efLJJ/mHf/gH+2Nxm83mdkxXX1ft40SPxUVEROSByM3NpaSkhKysLDo6Ouw7xDs7OwGwWCz07t2bwMBATCYTw4YNIzQ09Ftbj81m4+zZsyxcuNBlf2dnJ1lZWeTn5xMcHMw//dM/OWzc8ff3B1zfnexqCwgI+BZW3rMpXIqIiPQgvQOf6u4lfGtOnz6NzWZj3bp1LvunT59OaGgohw8fxmg0OuwS/zZ8/PHHXL161eXd0ba2NjZs2MCZM2cYPnw4OTk5Tr+tDAsLA3D5rs2utpCQkG9h5T2bwqWIiEgP4skd2T3N6tWraWlpcWrPycmhpqaGnTt34uvry5UrV6irq2P9+vXf6npMJhODBw8mIiLCof3mzZusXr2asrIyJkyYwNatW13egRwzZgy9e/emvLycuXPnOvR17SSPjIz89k6gh1K4FBERkQdi9OjRLtsDAwMB7Jtq8vLy6NevH1FRUd/qer78CqIv27JlC2VlZcTFxfGrX/2KPn36uBw/YMAAJk6cyIkTJ1i2bJn9kbnFYuHw4cOMHDmS73//+9/qOfRECpciIiLSo5hMJiZOnIi397cXUywWC5WVlSxevNih/X//7//NH//4R/r06UN0dDTHjx93GjtkyBD7HcmXXnqJpUuXsmzZMhYsWICPjw+/+93vuH79Om+88ca3tv6eTOFSREREeoxbt25RUlJCenr6tzrP2bNn8fLyYuLEiQ7t586ds69j69atLsfOmjXLHi4jIiJ477332LVrF7/97W/p1asXo0ePZtOmTfzwhz/8Vs+hp+plsVjc76MXERERj2pubmbQoEHdvQx5yPXkv6PH7+VLIiIiIvKtUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUERGRbnP79m2WLVuGwWBw2V9aWorBYKChocGpr6WlhcTERN577z2XYy9fvszmzZv5T//pPxEdHc1/+k//iddff53m5maX9U1NTRgMBoqLiwFob29n9+7dJCcnExMTQ0JCAunp6ZSXl7s8j9zcXObNm0dcXByzZ89m165dtLe33+uleGR4d/cCRERE5PG1d+9eysrK3PabTCbCw8MZMmSIQ3t7ezvr1q3DbDa7HHft2jWWLl1KS0sLc+bM4Xvf+x61tbUUFBRQVFTE3r17GThwoMMYo9GIv78/UVFR2Gw21q9fT1FREQkJCSxYsIBr166Rl5dHamoqOTk5DoF469at5Ofn88wzz/Dcc89RXV3Nvn37qKqqYvv27fTq1esbXKWHi8KliIiIdIuKigr27NmDj48PHR0dLmuMRiMxMTEObbW1tbzyyivU1ta6PfY777zDZ599xvbt24mOjra3//jHP2bdunX89re/5eWXX3YYYzKZmDhxIn369OHYsWMUFRWxePFiVq5caa9JSkpiwYIFZGdnc+jQIft55OfnM2fOHDZs2GCvDQsLY9euXRw/fpxp06bd+4V5yOmxuIiIiDxwbW1tZGZmEh0dzdixY13WNDc3U1NTQ2xsrL1t7969pKSk0NzczPPPP+/2+EVFRQwZMsQhWAJMnjyZgIAALly44NB+69YtSkpK7HOdO3cOgOTkZIe6kJAQxo0bR11dHRaLBYAjR44AsHDhQofa+fPn4+vra+9/XOjOpYiISA/y3oevdfcS3EqdlemxY2VnZ9Pa2kpGRgYZGRkua4xGI35+fjz99NP2turqahITE1m+fDn19fXk5ua6HPvuu+/S1tbm1H7z5k1u3rxJ796O99dKS0tpa2uzh9FVq1Yxd+5cgoODnY5x9epVAPsxysvLCQwMJDw83KGub9++REREUFFR4e4yPJIULkVERHqQT5vdP+p9VHz00UcUFhaSlZXFgAED3NaZTCYmTJiAj4+PvW3z5s32f9fX17sdGxIS4rL9wIED3L59mwkTJji0G41GRowYYR8XFBREUFCQ0/iysjLKy8sZOXIkgYGBAJjNZgYPHuxyvuDgYCorK2ltbSUgIMDteh8leiwuIiIiD4zZbGbLli0kJSUxZcoUt3WdnZ0UFxc7/d7yy0Hzr1VcXMxvfvMb+vXr5/QI22QyOc3lau2ZmXfu3qamptrbW1tb8fPzczmmb9++wJ07po8LhUsRERF5IGw2G5s3b6Z///6sWbPmrrUXL17kxo0bXxv47tXZs2dZu3YtX3zxBZs3b3a4s9nQ0EB9ff1d52psbGTFihVcvnyZlJQUh2Bss9ncjuvq++pj+EeZHouLiIjIA5Gbm0tJSQlZWVl0dHTYd4h3dnYCYLFY6N27N4GBgZhMJoYNG0ZoaOg3nvd//I//wa9+9St69erFf/tv/43Jkyc79JtMJgICAoiMjHQ5vrKykrVr1/L555+zcOFC0tLSHPr9/f3dvs+yq/1xeSQOCpciIiI9yt8MiujuJXxrTp8+jc1mY926dS77p0+fTmhoKIcPH8ZoNDrsEr9fu3fv5v333ycgIIB//Md/ZOLEiU41JpMJg8GAt7dzLDp58iSvvvoqVquVtLQ0UlJSnGrCwsJoampyOb/ZbCYoKAhfX99vfC4PC4VLERGRHsSTO7J7mtWrV9PS0uLUnpOTQ01NDTt37sTX15crV65QV1fH+vXrv9F8b731FgcPHmTw4MFs27aNiAjn4G61Wjl//rzLuU6cOEFGRgZeXl688cYbJCQkuJxn7NixVFVV0dDQ4PCy9/b2dmpra5k0adI3Oo+HjcKliIiIPBCjR4922d6167rrizd5eXn069ePqKio+54rPz+fgwcPMnToUN555x2XrxQCuHDhAlar1el9mJcuXWLTpk14e3uTk5PD+PHj3c41Y8YMPvjgA/bv3+/wEvWDBw/S0dHBrFmz7vs8HkYKlyIiItKjdH0px9Vj6ntx8+ZN3n77bQDi4+M5f/68U42fnx/x8fEYjUZGjRrl9CnIHTt2YLVaiY2NxWw2c/ToUadjxMfH4+fnR2RkJImJieTn53P9+nUmTZpEZWUlBQUFxMXFER8ff1/n8bBSuBQREZEeo+tLOenp6fd9jI8//pjr168D8C//8i8ua0JDQ4mPj+fMmTNMnTrVoa+zs9P+BR+j0YjRaHR5jIKCAvsriDZu3MjQoUMpLCzk1KlTBAcHs2TJEhYtWvRYfVccoJfFYnG/f15EREQ8qrm5mUGDBnX3MuQh15P/jh6fly6JiIiIyLdO4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJERES6ze3bt1m2bBkGg8Flf2lpKQaDgYaGBqe+lpYWEhMTee+991yOvXr1Kr/61a+YPXs2cXFxPP/88+Tl5WGz2VzWNzU1YTAYKC4uBqC9vZ3du3eTnJxMTEwMCQkJpKenU15e7vI8cnNzmTdvHnFxccyePZtdu3bR3t5+r5fikeHd3QsQERGRx9fevXspKytz228ymQgPD2fIkCEO7e3t7axbtw6z2exyXGtrK8uXL+fKlSvMnTuXoUOHcubMGf7xH/+R2tpaXn75ZacxRqMRf39/oqKisNlsrF+/nqKiIhISEliwYAHXrl0jLy+P1NRUcnJyHALx1q1byc/P55lnnuG5556jurqaffv2UVVVxfbt2+nVq9d9XqGHj8KliIiIdIuKigr27NmDj48PHR0dLmuMRiMxMTEObbW1tbzyyivU1ta6PXZubi719fVs2bKFadOmAZCcnMzatWvJy8tj/vz5hIeHO4wxmUxMnDiRPn36cOzYMYqKili8eDErV6601yQlJbFgwQKys7M5dOiQ/Tzy8/OZM2cOGzZssNeGhYWxa9cujh8/bl/D40CPxUVEROSBa2trIzMzk+joaMaOHeuyprm5mZqaGmJjY+1te/fuJSUlhebmZp5//nm3x+/o6GDMmDEkJCQ4tP/4xz/GZrNRXV3t0H7r1i1KSkrsc507dw64E0i/LCQkhHHjxlFXV4fFYgHgyJEjACxcuNChdv78+fj6+tr7Hxe6cykiItKDHD58uLuX4Nbs2bM9dqzs7GxaW1vJyMggIyPDZY3RaMTPz4+nn37a3lZdXU1iYiLLly+nvr6e3Nxcl2P/y3/5Ly7bu0JlWFiYQ3tpaSltbW1ER0cDsGrVKubOnUtwcLDTMa5evQpA79537tGVl5cTGBjodCe0b9++REREUFFR4XItjyqFSxERkR7E3W8IHyUfffQRhYWFZGVlMWDAALd1JpOJCRMm4OPjY2/bvHmz/d/19fX3NN/NmzdpaGjg97//PYWFhUyZMoUf/OAHDjVGo5ERI0YQEhICQFBQEEFBQU7HKisro7y8nJEjRxIYGAjc+f9s8ODBLucODg6msrKS1tZWAgIC7mm9DzuFSxEREXlgzGYzW7ZsISkpiSlTprit6+zspLi42OkO5JeD5r165513OHDgAAB/8zd/w0svveRUYzKZ7rqerrVnZmYCkJqaam9vbW11umvZpW/fvsCdgPu4hEv95lJEREQeCJvNxubNm+nfvz9r1qy5a+3Fixe5ceOG02ae+/G3f/u3vPnmm/zyl7/kL3/5CykpKVRWVtr7GxoaqK+vv+tcjY2NrFixgsuXL5OSkuIQRN292ujLfV2P0B8Hj8+ZioiISLfKzc2lpKSE9PR0Ojo6sFgsWCwWOjs7AbBYLFy/fh24cydx2LBhhIaGfuN5J06cyOTJk1m0aBFvv/027e3t/NM//ZO932QyERAQQGRkpMvxlZWVLF26lE8//ZSFCxeSlpbm0O/v7+/2fZZd7Y/LXUvQY3EREZEexdUGkkfF6dOnsdlsrFu3zmX/9OnTCQ0N5fDhwxiNRodd4p7y/e9/n2HDhvHxxx/b20wmEwaDAW9v51h08uRJXn31VaxWK2lpaaSkpDjVhIWF0dTU5HI+s9lMUFAQvr6+njuJHk7hUkREpAfx5I7snmb16tW0tLQ4tefk5FBTU8POnTvx9fXlypUr1NXVsX79+vuax2az8fOf/xwfHx9++9vfOvXfuHHDHvasVivnz593OdeJEyfIyMjAy8uLN954w+m1Rl3Gjh1LVVUVDQ0NDi97b29vp7a2lkmTJt3XeTysFC5FRETkgRg9erTL9q5d111fvMnLy6Nfv35ERUXd1zy9evVi0KBBGI1Gzp496xDu/vCHP3D58mXmzJkDwIULF7BarfZXEHW5dOkSmzZtwtvbm5ycHMaPH+92vhkzZvDBBx+wf/9+h5eoHzx4kI6ODmbNmnVf5/GwUrgUERGRHqXrSzmuHlPfq5deeon/83/+D//1v/5XkpOTGTp0KBUVFXz44Yd897vfZcWKFcCdVxCNGjWKgQMHOozfsWMHVquV2NhYzGYzR48edZojPj4ePz8/IiMjSUxMJD8/n+vXrzNp0iQqKyspKCggLi6O+Pj4+z6Ph5HCpYiIiPQYXV/KSU9P/0bH+e53v8u+fft45513OHLkCC0tLYSEhPD888+zZMkS+wabM2fOMHXqVIexnZ2dXLhwAbgTPo1Go8s5CgoK8PPzA2Djxo0MHTqUwsJCTp06RXBwMEuWLGHRokWP1XfFAXpZLBb3++dFRETEo5qbmxk0aFB3L0Mecj3570ivIhIRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERkW5z+/Ztli1bhsFgcNlfWlqKwWCgoaHBqa+lpYXExETee++9e5rrlVdewWAw0NjY6LK/qakJg8FAcXExAO3t7ezevZvk5GRiYmJISEggPT2d8vJyl+eRm5vLvHnziIuLY/bs2ezatYv29vZ7WtujROFSREREus3evXspKytz228ymQgPD2fIkCEO7e3t7axbtw6z2XxP8/z+97/nj3/8411rjEYj/v7+REVFYbPZWL9+Pe+//z6jRo1izZo1zJ8/n48//pjU1FTOnTvnMHbr1q3k5OQwfPhwXnrpJX784x+zb98+Xn75ZWw22z2t8VHh3d0LEBERkcdTRUUFe/bswcfHh46ODpc1RqORmJgYh7ba2lpeeeUVamtr72mexsZGsrKy7joP3AmyEydOpE+fPhw7doyioiIWL17MypUr7TVJSUksWLCA7OxsDh06ZD+P/Px85syZw4YNG+y1YWFh7Nq1i+PHjzNt2rR7WuujQHcuRURE5IFra2sjMzOT6Ohoxo4d67KmubmZmpoaYmNj7W179+4lJSWF5uZmnn/++a+d5/bt22zatImhQ4fyk5/8xG3drVu3KCkpsc/VdWcyOTnZoS4kJIRx48ZRV1eHxWIB4MiRIwAsXLjQoXb+/Pn4+vra+x8XunMpIiLSgxz62b929xLceq5g4dcX3aPs7GxaW1vJyMggIyPDZY3RaMTPz4+nn37a3lZdXU1iYiLLly+nvr6e3Nzcu86zd+9eqqqq2LdvH//8z//stq60tJS2tjaio6MBWLVqFXPnziU4ONip9urVqwD07n3nHl15eTmBgYGEh4c71PXt25eIiAgqKiruusZHjcKliIhID3Kl9HJ3L+Fb99FHH1FYWEhWVhYDBgxwW2cymZgwYQI+Pj72ts2bN9v/XV9ff9d5ysvL2bNnDy+99BLDhw+/a63RaGTEiBGEhIQAEBQURFBQkFNdWVkZ5eXljBw5ksDAQADMZjODBw92edzg4GAqKytpbW0lICDgrmt4VOixuIiIiDwwZrOZLVu2kJSUxJQpU9zWdXZ2Ulxc7PR7yy8Hzbtpa2tj06ZNjB8/nnnz5n1tvclkcprL1dozMzMBSE1Ntbe3trbi5+fnckzfvn0BuHnz5j2t+1GgO5ciIiLyQNhsNjZv3kz//v1Zs2bNXWsvXrzIjRs3vjbwuZOdnc1f/vIXdu/eTa9eve5a29DQQH19/V3namxsZNWqVVy+fJmUlBSHYHy33eBdfV2P0B8Hj8+ZioiISLfKzc2lpKSE9PR0Ojo6sFgsWCwWOjs7AbBYLFy/fh24cydx2LBhhIaG/tXzdD12f/HFF/Hx8bHPc+vWLeDO+zG7NuN0zRUQEEBkZKTL41VWVrJ06VI+/fRTFi5cSFpamkO/v7+/2/dZdrU/Lo/EQXcuRUREepTBT//1Yephcfr0aWw2G+vWrXPZP336dEJDQzl8+DBGo9Fhl/hf49SpU8Cdd09u3brVqf/nP/858B87wk0mEwaDAW9v51h08uRJXn31VaxWK2lpaaSkpDjVhIWF0dTU5HItZrOZoKAgfH197+tcHkYKlyIiIj2IJ3dk9zSrV6+mpaXFqT0nJ4eamhp27tyJr68vV65coa6ujvXr19/XPD//+c+ZOXOmU/s///M/U1RUxGuvvcaTTz4JgNVq5fz58y7nOnHiBBkZGXh5efHGG2+QkJDgcr6xY8dSVVVFQ0ODw8ve29vbqa2tZdKkSfd1Hg8rhUsRERF5IEaPHu2yvWvXddcnIPPy8ujXrx9RUVH3Nc/w4cNd7g4/evQoAJGRkYSFhQFw4cIFrFar/RVEXS5dusSmTZvw9vYmJyeH8ePHu51vxowZfPDBB+zfv9/hJeoHDx6ko6ODWbNm3dd5PKwULkVERKRH6fpSjqvH1J5mNBoZNWoUAwcOdGjfsWMHVquV2NhYzGazPZh+WXx8PH5+fkRGRpKYmEh+fj7Xr19n0qRJVFZWUlBQQFxcHPHx8d/6efQkCpciIiLSY3R9KSc9Pf2BzHfmzBmmTp3q0NbZ2cmFCxeAO+HTaDS6HFtQUGB/BdHGjRsZOnQohYWFnDp1iuDgYJYsWcKiRYu+drf6o6aXxWJ5vL6mLiIi0o2am5sZNGhQdy9DHnI9+e9IryISEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUERGRbnP79m2WLVuGwWBw2V9aWorBYKChocGpr6WlhcTERN577z2XY3/zm99gMBhc/udqTFNTEwaDgeLiYgDa29vZvXs3ycnJxMTEkJCQQHp6OuXl5S7PIzc3l3nz5hEXF8fs2bPZtWsX7e3tf83leCR4d/cCRERE5PG1d+9eysrK3PabTCbCw8MZMmSIQ3t7ezvr1q3DbDa7HVtTU4Ofnx9///d/79Q3YsQIpzaj0Yi/vz9RUVHYbDbWr19PUVERCQkJLFiwgGvXrpGXl0dqaio5OTkOgXjr1q3k5+fzzDPP8Nxzz1FdXc2+ffuoqqpi+/bt9OrV614uxyNB4VJERES6RUVFBXv27MHHx4eOjg6XNUajkZiYGIe22tpaXnnlFWpra+96/EuXLjF8+HBmzpx5T+sxmUxMnDiRPn36cOzYMYqKili8eDErV6601yQlJbFgwQKys7M5dOiQ/Tzy8/OZM2cOGzZssNeGhYWxa9cujh8/zrRp0+5pDY8CPRYXERGRB66trY3MzEyio6MZO3asy5rm5mZqamqIjY21t+3du5eUlBSam5t5/vnn3R6/vb2dP//5zwwfPvye1nPr1i1KSkrsc507dw6A5ORkh7qQkBDGjRtHXV0dFosFgCNHjgCwcOFCh9r58+fj6+tr739c6M6liIhIDzLtiPvHvN3tfyYGe+xY2dnZtLa2kpGRQUZGhssao9GIn58fTz/9tL2turqaxMREli9fTn19Pbm5uS7H1tbW8sUXXxAREQGA1WrFy8sLb2/X0ae0tJS2tjaio6MBWLVqFXPnziU42Pmcr169CkDv3nfu0ZWXlxMYGEh4eLhDXd++fYmIiKCiouJul+KRo3ApIiLSgxQ33+ruJXzrPvroIwoLC8nKymLAgAFu60wmExMmTMDHx8fetnnzZvu/6+vr3Y69dOkScCeMzps3j/r6enr37k1UVBQvvfQS3//+9x3qjUYjI0aMICQkBICgoCCCgoKcjltWVkZ5eTkjR44kMDAQALPZzODBg12uIzg4mMrKSlpbWwkICHC73keJHouLiIjIA2M2m9myZQtJSUlMmTLFbV1nZyfFxcVOv7f8ctC8m65wefHiRZKTk8nKymLp0qVUVVWxbNkyKisrHepNJpPTXK7WnpmZCUBqaqq9vbW1FT8/P5dj+vbtC8DNmzfvad2PAt25FBERkQfCZrOxefNm+vfvz5o1a+5ae/HiRW7cuPG1gc+dSZMm0a9fP55//nn7HcjJkycTExPD0qVLeeutt9izZw8ADQ0N1NfX33WuxsZGVq1axeXLl0lJSXEIxjabze24rr6uR+iPA4VLEREReSByc3MpKSkhKyuLjo4O+w7xzs5OACwWC7179yYwMBCTycSwYcMIDQ29r7ni4uKIi4tzah8zZgw//OEPKSsr48aNG/Tr1w+TyURAQACRkZEuj1VZWcnatWv5/PPPWbhwIWlpaQ79/v7+bt9n2dX+uDwSB4VLERGRHmXioD7dvYRvzenTp7HZbKxbt85l//Tp0wkNDeXw4cMYjUaHXeKe9OSTT2Kz2bh586Y9XBoMBpebfU6ePMmrr76K1WolLS2NlJQUp5qwsDCamppczmU2mwkKCsLX19fj59FTKVyKiIj0IJ7ckd3TrF69mpaWFqf2nJwcampq2LlzJ76+vly5coW6ujrWr19/X/PYbDZeeOEF4M6ri76qrq6Ofv368Z3vfAer1cr58+ddznXixAkyMjLw8vLijTfeICEhweV8Y8eOpaqqioaGBoeXvbe3t1NbW8ukSZPu6zweVgqXIiIi8kCMHj3aZXvXruuuL97k5eXRr18/oqKi7mueXr168cQTT3DmzBlOnjzp8PvIDz/8kLq6OubOnYuXlxfnzp3DarXaX0HU5dKlS2zatAlvb29ycnIYP3682/lmzJjBBx98wP79+x1eon7w4EE6OjqYNWvWfZ3Hw0rhUkRERHqUri/luHsn5b1YvXo15eXlvPLKK8yZM4fvfe97VFRU8OGHHzJ8+HBWrFgB3HkF0ahRoxg4cKDD+B07dmC1WomNjcVsNnP06FGnOeLj4/Hz8yMyMpLExETy8/O5fv06kyZNorKykoKCAuLi4oiPj7/v83gYKVyKiIhIj9H1pZz09PRvdJzhw4ezb98+3n33XY4dO0ZLSwuDBg3i+eef54UXXqB///4AnDlzhqlTpzqM7ezs5MKFC8Cd8Gk0Gl3OUVBQYH8F0caNGxk6dCiFhYWcOnWK4OBglixZwqJFix6r74oD9LJYLO73z4uIiIhHNTc3M2jQoO5ehjzkevLf0ePz0iURERER+dYpXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiEi3uX37NsuWLcNgMLjsLy0txWAw0NDQ4NTX0tJCYmIi7733ntvj/+EPf2DJkiVMnjyZGTNm8PLLL1NfX++ytqmpCYPBQHFxMQDt7e3s3r2b5ORkYmJiSEhIID09nfLycpfnkZuby7x584iLi2P27Nns2rWL9vb2e7kMjxSFSxEREek2e/fupayszG2/yWQiPDycIUOGOLS3t7ezbt06zGaz27HvvvsumZmZ9OnTh7S0NH72s59RXFzM0qVLaWxsdKo3Go34+/sTFRWFzWZj/fr1vP/++4waNYo1a9Ywf/58Pv74Y1JTUzl37pzD2K1bt5KTk8Pw4cN56aWX+PGPf8y+fft4+eWXsdlsf+VVebh5d/cCRERE5PFUUVHBnj178PHxoaOjw2WN0WgkJibGoa22tpZXXnmF2tpat8euqqri/fffJy4ujq1bt+Ll5QWAwWDgxRdfZN++fWzYsMFhjMlkYuLEifTp04djx45RVFTE4sWLWblypb0mKSmJBQsWkJ2dzaFDh+znkZ+fz5w5cxyOGRYWxq5duzh+/DjTpk376y7OQ0x3LkVEROSBa2trIzMzk+joaMaOHeuyprm5mZqaGmJjY+1te/fuJSUlhebmZp5//nm3x8/Pz+eLL75g7dq19mAJMG7cOFJTU/nBD37gUH/r1i1KSkrsc3XdmUxOTnaoCwkJYdy4cdTV1WGxWAA4cuQIAAsXLnSonT9/Pr6+vvb+x4XuXIqIiPQgfq+t/PqibnIzc5fHjpWdnU1raysZGRlkZGS4rDEajfj5+fH000/b26qrq0lMTGT58uXU19eTm5vrcmxJSQkRERGEhYUBd8LjF198ga+vL7/4xS+c6ktLS2lrayM6OhqAVatWMXfuXIKDg51qr169CkDv3nfu0ZWXlxMYGEh4eLhDXd++fYmIiKCiouLrLscjReFSRESkB/GqrezuJXzrPvroIwoLC8nKymLAgAFu60wmExMmTMDHx8fetnnzZvu/3W3MuXXrFg0NDcTGxnLhwgV27txpD3hjx47lpZde4oc//KHDGKPRyIgRIwgJCQEgKCiIoKAgp2OXlZVRXl7OyJEjCQwMBMBsNjN48GCXawkODqayspLW1lYCAgLcnuujRI/FRURE5IExm81s2bKFpKQkpkyZ4raus7OT4uJip99bfjloutPa2soXX3zBn/70J9LS0hg9ejS/+tWvWLVqFfX19axYscLpbqLJZHKay9XaMzMzAUhNTXWYz8/Pz+WYvn37AnDz5s2vXfejQncuRURE5IGw2Wxs3ryZ/v37s2bNmrvWXrx4kRs3bnxt4HOla3PQp59+yurVqx1+Czlx4kQWL15MTk4Ov/71rwFoaGigvr7+rnM1NjayatUqLl++TEpKikMwvttu8K6+rkfojwOFSxEREXkgcnNzKSkpISsri46ODnsI7OzsBMBisdC7d28CAwMxmUwMGzaM0NDQv3qerruIXl5ezJ0716Hv+9//Pj/84Q8pKyvj5s2b+Pn5YTKZCAgIIDIy0uXxKisrWbt2LZ9//jkLFy4kLS3Nod/f39/t+yy72h+XR+KgcCkiItKj3I4Y091L+NacPn0am83GunXrXPZPnz6d0NBQDh8+jNFodNgl/tfo378//fr1w9vbG19fX6f+AQMGYLPZuHHjhj1cGgwGvL2dY9HJkyd59dVXsVqtpKWlkZKS4lQTFhZGU1OTy7WYzWaCgoJcruNRpXApIiLSg3hyR3ZPs3r1alpaWpzac3JyqKmpYefOnfj6+nLlyhXq6upYv379fc3Tq1cvxowZQ0lJCWaz2WnH95///Gf8/Px48sknsVqtnD9/3uVcJ06cICMjAy8vL9544w0SEhJczjd27FiqqqpoaGhweNl7e3s7tbW1TJo06b7O42H1+PwAQERERLrV6NGjMRgMTv917bo2GAz86Ec/wmg00q9fP6Kiou57rp/+9KfYbDbeffddh/YzZ85QXV1NQkICvXv35sKFC1itVvsriLpcunSJTZs24e3tzfbt290GS4AZM2YAsH//fof2gwcP0tHRwaxZs+77PB5GunMpIiIiPUrXl3JcPaa+VzNmzODf/u3fKCws5PPPP2fy5Mn8+c9/5ne/+x2DBg2yf3XHaDQyatQoBg4c6DB+x44dWK1WYmNjMZvNHD161GmO+Ph4/Pz8iIyMJDExkfz8fK5fv86kSZOorKykoKCAuLg44uPj7/s8HkYKlyIiItJjdH0pJz09/Rsfa8uWLfz3//7fOXz4MG+99RYBAQFMmzaNFStW2MPkmTNnmDp1qsO4zs5OLly4ANwJn0aj0eXxCwoK7JuHNm7cyNChQyksLOTUqVMEBwezZMkSFi1aRK9evb7xuTxMelkslsfra+oiIiLdqLm5mUGDBnX3MuQh15P/jvSbSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGO/uXoCIiIg8vm7fvs2LL75IWVkZ586dc+ovLS1l+fLl5OfnM2TIEIe+lpYWFixYQFJSEqmpqQ59BoPha+f+6nxNTU389Kc/5e2332bixIm0t7fz/vvvc/z4cS5fvoyfnx+RkZEsXbqUsWPHOp3HoUOHKCgo4PLlyzz55JM8++yzLFmyhL59+97r5XgkKFyKiIhIt9m7dy9lZWVu+00mE+Hh4U7Bsr29nXXr1mE2m12O27x5s8v2s2fPcvToUX7yk5849RmNRvz9/YmKisJms7F+/XqKiopISEhgwYIFXLt2jby8PFJTU8nJyXEIsFu3biU/P59nnnmG5557jurqavbt20dVVRXbt2+nV69e93I5HgkKlyIiItItKioq2LNnDz4+PnR0dLisMRqNxMTEOLTV1tbyyiuvUFtb6/bYM2fOdGpramrirbfeIjw8nMzMTKd+k8nExIkT6dOnD8eOHaOoqIjFixezcuVKe01SUhILFiwgOzubQ4cO2c8jPz+fOXPmsGHDBnttWFgYu3bt4vjx40ybNu3uF+MRot9cioiIyAPX1tZGZmYm0dHRTo+YuzQ3N1NTU0NsbKy9be/evaSkpNDc3Mzzzz//V825detW/vKXv7Bx40b69evn0Hfr1i1KSkrsc3U9Mk9OTnaoCwkJYdy4cdTV1WGxWAA4cuQIAAsXLnSonT9/Pr6+vvb+x4XuXIqIiPQgN0te6u4luOU3Icdjx8rOzqa1tZWMjAwyMjJc1hiNRvz8/Hj66aftbdXV1SQmJrJ8+XLq6+vJzc29p/nOnTvH6dOnmTlzJuPGjXPqLy0tpa2tjejoaABWrVrF3LlzCQ4Odqq9evUqAL1737lHV15eTmBgIOHh4Q51ffv2JSIigoqKinta46NC4VJERKQH+eJ6VXcv4Vv30UcfUVhYSFZWFgMGDHBbZzKZmDBhAj4+Pva2zZs32/9dX19/z3Pu2rULb29vVqxY4bLfaDQyYsQIQkJCAAgKCiIoKMiprqysjPLyckaOHElgYCAAZrOZwYMHuzxucHAwlZWVtLa2EhAQcM/rfZjpsbiIiIg8MGazmS1btpCUlMSUKVPc1nV2dlJcXOz0e8svB817VVZWRmVlJTNnznQbAk0mk9Ncrtbe9VvNL+9Ob21txc/Pz+WYrp3iN2/e/KvX/bBSuBQREZEHwmazsXnzZvr378+aNWvuWnvx4kVu3LjxtYHvXvzud78DICUlxWV/Q0MD9fX1d52rsbGRFStWcPnyZVJSUhyCsc1mczuuq6/rEfrjQI/FRURE5IHIzc2lpKSErKwsOjo67DvEOzs7AbBYLPTu3ZvAwEBMJhPDhg0jNDT0G81569YtjEYjo0ePZtiwYS5rTCYTAQEBREZGuuyvrKxk7dq1fP755yxcuJC0tDSHfn9/f9rb212O7Wp/XB6Jg8KliIhIj9I78KnuXsK35vTp09hsNtatW+eyf/r06YSGhnL48GGMRqPDLvH7VVJSwo0bN5g+fbrbGpPJhMFgwNvbORadPHmSV199FavVSlpamsu7n2FhYTQ1Nbk8ttlsJigoCF9f3/s/iYeMwqWIiEgP4skd2T3N6tWraWlpcWrPycmhpqaGnTt34uvry5UrV6irq2P9+vXfeM7S0lIAJk2a5LLfarVy/vx5l3OdOHGCjIwMvLy8eOONN0hISHB5jLFjx1JVVUVDQ4PDy97b29upra11O/ejSuFSREREHojRo0e7bO/add31xZu8vDz69etHVFTUN57z448/xs/Pz+0j8QsXLmC1Wu2vIOpy6dIlNm3ahLe3Nzk5OYwfP97tHDNmzOCDDz5g//79Di9RP3jwIB0dHcyaNesbn8fDROFSREREepSuL+W4ekz916qvryckJMTthhqj0cioUaMYOHCgQ/uOHTuwWq3ExsZiNps5evSo09j4+Hj798YTExPJz8/n+vXrTJo0icrKSgoKCoiLiyM+Pv4bn8fDROFSREREeoyuL+Wkp6d75HjXrl1j5MiRbvvPnDnD1KlTHdo6Ozu5cOECcCd8Go1Gl2MLCgrsryDauHEjQ4cOpbCwkFOnThEcHMySJUtYtGjRY/VdcYBeFovF/f55ERER8ajm5mYGDRrU3cuQh1xP/jt6fF66JCIiIiLfOoVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLERER6Ta3b99m2bJlGAwGl/2lpaUYDAYaGhqc+lpaWkhMTOS9995zOfazzz7j9ddfZ+bMmcTExPCzn/2Md955h46ODpf1TU1NGAwGiouLAWhvb2f37t0kJycTExNDQkIC6enplJeXuzyP3Nxc5s2bR1xcHLNnz2bXrl20t7ff66V4ZHh39wJERETk8bV3717Kysrc9ptMJsLDwxkyZIhDe3t7O+vWrcNsNrsc19rayi9+8QuamppISkpi1KhRlJSU8Nvf/paPP/6Y7du3O40xGo34+/sTFRWFzWZj/fr1FBUVkZCQwIIFC7h27Rp5eXmkpqaSk5PjEIi3bt1Kfn4+zzzzDM899xzV1dXs27ePqqoqtm/fTq9eve7zCj18FC5FRESkW1RUVLBnzx58fHzc3k00Go3ExMQ4tNXW1vLKK69QW1vr9tiHDx+msbGRX/7ylyxatAiA5ORkXn/9dQoLCzlz5gzR0dEOY0wmExMnTqRPnz4cO3aMoqIiFi9ezMqVK+01SUlJLFiwgOzsbA4dOmQ/j/z8fObMmcOGDRvstWFhYezatYvjx48zbdq0v+7iPMQULkVERHqQ9z58rbuX4FbqrEyPHautrY3MzEyio6Npa2vjwoULTjXNzc3U1NSwevVqe9vevXt599136devH88//zy5ubkuj////t//A+Bv//ZvHdrj4+MpLCzkk08+cQiXt27doqSkhJdeegmAc+fOAXcC6ZeFhIQwbtw4Tp06hcViISgoiCNHjgCwcOFCh9r58+fzm9/8hiNHjihcioiISPf4tNn93bhHSXZ2Nq2trWRkZJCRkeGyxmg04ufnx9NPP21vq66uJjExkeXLl1NfX+82XH73u98F4P/+3/9LRESEvb2+vh6AQYMGOdSXlpbS1tZmD5yrVq1i7ty5BAcHOx376tWrAPTufWfrSnl5OYGBgYSHhzvU9e3bl4iICCoqKtxfiEeQwqWIiIg8UB999BGFhYVkZWUxYMAAt3Umk4kJEybg4+Njb9u8ebP9311B0ZWf/exnnDhxgpycHHx9fRk5ciRlZWX85je/ISIigmeeecah3mg0MmLECEJCQgAICgoiKCjI6bhlZWWUl5czcuRIAgMDATCbzQwePNjlOoKDg6msrKS1tZWAgAC3632UaLe4iIiIPDBms5ktW7aQlJTElClT3NZ1dnZSXFzs9HvLLwfNu/H392fFihXYbDbWrVvH7NmzyczMZMCAAfzTP/0Tffv2dag3mUxOc7lae2bmnZ8GpKam2ttbW1vx8/NzOaZrnps3b97Tuh8FCpciIiLyQNhsNjZv3kz//v1Zs2bNXWsvXrzIjRs3vjbwufOHP/yBX/7yl9hsNlavXk1WVha/+MUvaG5uJjU1laamJnttQ0MD9fX1d52rsbGRFStWcPnyZVJSUhyCsc1mczuuq6/rEfrjQI/FRUREepC/GRTx9UUPqdzcXEpKSsjKyqKjo8O+Q7yzsxMAi8VC7969CQwMxGQyMWzYMEJDQ+9rrp07d+Lr68uePXvsrzGaMmUKEyZMYMWKFWzbto1f/epXwJ27lgEBAURGRro8VmVlJWvXruXzzz9n4cKFpKWlOfT7+/u7fZ9lV/vj8kgcFC5FRER6FE/uyO5pTp8+bX9M7cr06dMJDQ3l8OHDGI1GYmNj72sei8WC2WwmNjbW6f2Y48aN47vf/a79RelwJ1waDAa8vZ1j0cmTJ3n11VexWq2kpaWRkpLiVBMWFuZwJ/TLzGYzQUFB+Pr63te5PIwULkVEROSBWL16NS0tLU7tOTk51NTU2O82Xrlyhbq6OtavX39f83h7e9OrVy+++OILl/23b9+2P662Wq2cP3/e5VwnTpwgIyMDLy8v3njjDRISElweb+zYsVRVVdHQ0OAQZtvb26mtrWXSpEn3dR4PK4VLEREReSBGjx7tsr1r13XXF2/y8vLo168fUVFR9zVPQEAAP/rRjyguLubSpUuMHDnS3nfmzBk+/fRTe1C8cOECVqvV6YXqly5dYtOmTXh7e5OTk8P48ePdzjdjxgw++OAD9u/f7/AS9YMHD9LR0cGsWbPu6zweVgqXIiIi0qN0fSnH1WPqe/Xyyy+TmppKamoqycnJDB06lEuXLlFQUMCAAQPsv5s0Go2MGjWKgQMHOozfsWMHVquV2NhYzGYzR48edZojPj4ePz8/IiMjSUxMJD8/n+vXrzNp0iQqKyspKCggLi6O+Pj4+z6Ph5HCpYiIiPQYXV/KSU9P/0bHGTFiBPv37+fXv/41R44c4S9/+QsDBgxg1qxZLFu2zP4S9TNnzjB16lSHsZ2dnfYvBhmNRoxGo8s5CgoK7K8g2rhxI0OHDqWwsJBTp04RHBzMkiVLWLRo0WP1XXGAXhaLxf3+eREREfGo5uZmp6/DiPy1evLf0ePz0iURERER+dYpXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIhIt7l9+zbLli3DYDC47C8tLcVgMNDQ0ODU19LSQmJiIu+9957LsVeuXGHTpk1Mnz6dKVOmsHjxYo4ePep2LU1NTRgMBoqLiwFob29n9+7dJCcnExMTQ0JCAunp6ZSXl7s8j9zcXObNm0dcXByzZ89m165dtLe338tleKR4d/cCRERE5PG1d+9eysrK3PabTCbCw8MZMmSIQ3t7ezvr1q3DbDa7HHf58mVeeOEFrl27xqxZsxgzZgwXLlxg06ZNVFVVkZ6e7jTGaDTi7+9PVFQUNpuN9evXU1RUREJCAgsWLODatWvk5eWRmppKTk6OQyDeunUr+fn5PPPMMzz33HNUV1ezb98+qqqq2L59O7169brPK/TwUbgUERGRblFRUcGePXvw8fGho6PDZY3RaCQmJsahrba2lldeeYXa2lq3x96+fTtXr17l7//+7/m7v/s7AObOncvgwYP5l3/5F6ZMmcK4ceMcxphMJiZOnEifPn04duwYRUVFLF68mJUrV9prkpKSWLBgAdnZ2Rw6dMh+Hvn5+cyZM4cNGzbYa8PCwti1axfHjx9n2rRpf93FeYjpsbiIiIg8cG1tbWRmZhIdHc3YsWNd1jQ3N1NTU0NsbKy9be/evaSkpNDc3Mzzzz/vctytW7cwGo38zd/8DXPmzHHoe+GFFwDIz893GlNSUmKf69y5cwAkJyc71IWEhDBu3Djq6uqwWCwAHDlyBICFCxc61M6fPx9fX197/+NCdy5FRER6kMOHD3f3EtyaPXu2x46VnZ1Na2srGRkZZGRkuKwxGo34+fnx9NNP29uqq6tJTExk+fLl1NfXk5ub6zTOYrFgtVoZMWKE0+Po/v37853vfIfKykqH9tLSUtra2oiOjgZg1apVzJ07l+DgYKfjX716FYDeve/coysvLycwMJDw8HCHur59+xIREUFFRcXXXY5HisKliIhID+LuN4SPko8++ojCwkKysrIYMGCA2zqTycSECRPw8fGxt23evNn+7/r6epfj/Pz8ALhx44ZT3+3bt2lpaXHaaGM0GhkxYgQhISEABAUFERQU5DS+rKyM8vJyRo4cSWBgIHDn/7PBgwe7XEtwcDCVlZW0trYSEBDg9lwfJXosLiIiIg+M2Wxmy5YtJCUlMWXKFLd1nZ2dFBcXO/3e8stB052AgAAiIiIoKyvj8uXLDn3/9m//RmdnJ1ar1aHdZDI5zeVq7ZmZmQCkpqba21tbW+2B9qv69u0LwM2bN7923Y8KhUsRERF5IGw2G5s3b6Z///6sWbPmrrUXL17kxo0bXxv43ElNTcVqtbJ69WrOnDlDY2Mjv//97/mHf/gHAgMD8fb+j4e3DQ0N1NfX33WuxsZGVqxYweXLl0lJSXEIxjabze24rr6uR+iPAz0WFxERkQciNzeXkpISsrKy6OjosO8Q7+zsBO78VrJ3794EBgZiMpkYNmwYoaGh9zXXT37yE1599VVycnJYvXo1AE888QSrV6/mj3/8o8NOc5PJREBAAJGRkS6PVVlZydq1a/n8889ZuHAhaWlpDv3+/v5u32fZ1f64PBIHhUsREZEexdUGkkfF6dOnsdlsrFu3zmX/9OnTCQ0N5fDhwxiNRodd4vfjpz/9KdOnT+fSpUv07t2bESNG4OPjw69//WuGDh1qrzOZTBgMBoe7mV1OnjzJq6++itVqJS0tjZSUFKeasLAwmpqaXK7BbDYTFBSEr6/vNzqXh4nCpYiISA/iyR3ZPc3q1atpaWlxas/JyaGmpoadO3fi6+vLlStXqKurY/369fc9l9Fo5Pr168ycOdPhVUf/9//+X65cucKsWbMAsFqtnD9/3uVcJ06cICMjAy8vL9544w0SEhJczjV27FiqqqpoaGhweNl7e3s7tbW1TJo06b7P42GkcCkiIiIPxOjRo122d+267vriTV5eHv369SMqKuq+5/qf//N/8oc//IEf/OAH9lcE3bp1ix07duDr62t/f+WFCxewWq32VxB1uXTpEps2bcLb25ucnBzGjx/vdq4ZM2bwwQcfsH//foeXqB88eJCOjg57kH1cKFyKiIhIj9L1pRxXj6nv1c9//nM++ugjVq1axX/+z/+Zvn37cvToUcrLy8nIyGDgwIHAnTuco0aNsv+7y44dO7BarcTGxmI2m11+kzw+Ph4/Pz8iIyNJTEwkPz+f69evM2nSJCorKykoKCAuLo74+Pj7Po+HkcKliIiI9BhdX8px9e3vv0ZERAS7d+/m3XffZd++fXzxxReMGjWKHTt28OMf/9hed+bMGaZOneowtrOzkwsXLgB3wqfRaHQ5R0FBgf0VRBs3bmTo0KEUFhZy6tQpgoODWbJkCYsWLXqsvisO0MtisbjfPy8iIiIe1dzczKBBg7p7GfKQ68l/R4/PS5dERERE5FuncCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiLd5vbt2yxbtgyDweCyv7S0FIPBQENDAwAWi4WsrCxmz55NTEwM06dPZ8OGDfzpT39yGtve3s67777L3/3d3xEXF8fcuXP5l3/5F27fvu1yrqamJgwGA8XFxfbxu3fvJjk5mZiYGBISEkhPT6e8vNzleeTm5jJv3jzi4uKYPXs2u3btor29/T6vzMPLu7sXICIiIo+vvXv3UlZW5rbfZDIRHh7OkCFDsFqtrFixgrq6OhITExkzZgyNjY3k5eVx9uxZ9uzZQ0REBABffPEFf//3f8+ZM2f46U9/yg9+8AOKiorYsWMH/+///T82btzoNJfRaMTf35+oqChsNhvr16+nqKiIhIQEFixYwLVr18jLyyM1NZWcnByHQLx161by8/N55plneO6556iurmbfvn1UVVWxfft2evXq5fmL10MpXIqIiEi3qKioYM+ePfj4+NDR0eGyxmg0EhMTA8CBAweora1lw4YNzJkzx14zdepUXnjhBXbu3Mm2bdsA+F//639hMpn45S9/yaJFiwCYM2cO//AP/0B+fj5JSUmMHTvWYS6TycTEiRPp06cPx44do6ioiMWLF7Ny5Up7TVJSEgsWLCA7O5tDhw7ZzyM/P585c+awYcMGe21YWBi7du3i+PHjTJs2zQNX7OGgx+IiIiLywLW1tZGZmUl0dLRTyOvS3NxMTU0NsbGxABQVFdGnTx+SkpIc6p566imGDx/OhQsX7G0ffvghffr0Yd68eQ61/9//9/8BcOTIEYf2W7duUVJSYp/r3LlzACQnJzvUhYSEMG7cOOrq6rBYLA7HWrhwoUPt/Pnz8fX1dZrrUac7lyIiIj3IoZ/9a3cvwa3nChZ+fdE9ys7OprW1lYyMDDIyMlzWGI1G/Pz8ePrppwF4/fXXuXr1Kl5eXg51NpuNa9eu0bv3f9wzKy8vJyIiAj8/P4faIUOG8J3vfIeKigqH9tLSUtra2oiOjgZg1apVzJ07l+DgYKd1Xb16FcA+X3l5OYGBgYSHhzvU9e3bl4iICKe5HnUKlyIiIj3IldLL3b2Eb91HH31EYWEhWVlZDBgwwG2dyWRiwoQJ+Pj4ADBw4EAGDhzoVHfs2DE+++wzJk+eDNzZiHP9+nV7KP2q4OBgGhsbHdqMRiMjRowgJCQEgKCgIIKCgpzGlpWVUV5ezsiRIwkMDATAbDYzePBgt3NVVlbS2tpKQECA23N9lOixuIiIiDwwZrOZLVu2kJSUxJQpU9zWdXZ2UlxcbP+9pTu1tbVkZWXh5eXF0qVLAWhtbQXA39/f5Zi+ffty8+ZNhzaTyfS1c5nNZjIzMwFITU21t7e2tjrdIf3yXIDTfI8yhUsRERF5IGw2G5s3b6Z///6sWbPmrrUXL17kxo0bdw181dXVrFy5kpaWFtauXcvo0aPt83z5f12t48uP1hsaGqivr7/rXI2NjaxYsYLLly+TkpLiEIzdzfPlvi8/sn/UPT5nKiIiIt0qNzeXkpIS0tPT6ejowGKxYLFY6OzsBO68w/L69evAnTuJw4YNIzQ01OWxjEYjL774IhaLhbVr1zJ37lx7X9cdS3fvmGxvb6dfv372f5tMJgICAoiMjHRZX1lZydKlS/n0009ZuHAhaWlpDv3+/v53nQt4bB6Jg35zKSIi0qMMftp1mHoUnD59GpvNxrp161z2T58+ndDQUA4fPozRaLTv3P6qvLw83nzzTXr37s1rr73Gs88+69Dfr18/goKCMJvNLsebzWaH0GoymTAYDHh7O8eikydP8uqrr2K1WklLSyMlJcWpJiwsjKamJrdzBQUF4evr67L/UaRwKSIi0oN4ckd2T7N69WpaWlqc2nNycqipqWHnzp34+vpy5coV6urqWL9+vVPtgQMH2LZtG4GBgWzdupVx48a5nOsHP/gBJSUltLe323/3CHcegVssFnsgtVqtnD9/3uVcJ06cICMjAy8vL9544w0SEhJczjV27FiqqqpoaGhgyJAh9vb29nZqa2uZNGnS3S/MI0aPxUVEROSBGD16NAaDwem/rl3XBoOBH/3oRxiNRvr160dUVJTD+DNnzpCTk8MTTzzBu+++6zZYAsyYMQOr1Wp/0XmX/fv3A5CYmAjAhQsXsFqt9lcQdbl06RKbNm3C29ub7du3uw2WXXN9+dhdDh48SEdHB7NmzbrLVXn06M6liIiI9ChdX8r56mPqt956C5vNRlxcHJ988gmffPKJ09iZM2cCdx6xHz58mF27dtHY2MiYMWM4e/Ys/+t//S/+83/+z3z/+98H7vx2c9SoUU6vONqxYwdWq5XY2FjMZjNHjx51mis+Ph4/Pz8iIyNJTEwkPz+f69evM2nSJCorKykoKCAuLo74+HgPXZmHg8KliIiI9BhdX8pJT093aL9y5Qr19fXAnS/iuPvqTVe47NWrF9nZ2fz617/mj3/8Ix9++CFhYWGkp6fz3HPP2evPnDnD1KlTHY7R2dlp/9qP0WjEaDS6nKugoMD+CqKNGzcydOhQCgsLOXXqFMHBwSxZsoRFixY9Vt8VB+hlsVjc758XERERj2pubmbQoEHdvQx5yPXkvyP95lJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkRERLrN7du3WbZsGQaDwWV/aWkpBoOBhoYGACwWC1lZWcyePZuYmBimT5/Ohg0b+NOf/nTXeRobG5kyZQpHjhxxW9PU1ITBYKC4uBiA9vZ2du/eTXJyMjExMSQkJJCenk55ebnL88jNzWXevHnExcUxe/Zsdu3aRXt7+z1eiUeHd3cvQERERB5fe/fupayszG2/yWQiPDycIUOGYLVaWbFiBXV1dSQmJjJmzBgaGxvJy8vj7Nmz7Nmzh4iICKdjXL16lfT0dG7evHnXtRiNRvz9/YmKisJms7F+/XqKiopISEhgwYIFXLt2jby8PFJTU8nJyXEIxFu3biU/P59nnnmG5557jurqavbt20dVVRXbt2+nV69e93+RHjIKlyIiItItKioq2LNnDz4+PnR0dLisMRqNxMTEAHDgwAFqa2vZsGEDc+bMsddMnTqVF154gZ07d7Jt2zaH8aWlpWRmZtLU1PS16zGZTEycOJE+ffpw7NgxioqKWLx4MStXrrTXJCUlsWDBArKzszl06JD9PPLz85kzZw4bNmyw14aFhbFr1y6OHz/OtGnT7v3CPOT0WFxEREQeuLa2NjIzM4mOjmbs2LEua5qbm6mpqSE2NhaAoqIi+vTpQ1JSkkPdU089xfDhw7lw4YJD+9atW1m+fDk2m80hjLpy69YtSkpK7HOdO3cOgOTkZIe6kJAQxo0bR11dHRaLBcD+qH3hwoUOtfPnz8fX1/euj+IfRbpzKSIi0oNMO2Lu7iW49T8Tgz12rOzsbFpbW8nIyCAjI8NljdFoxM/Pj6effhqA119/natXr+Ll5eVQZ7PZuHbtGr17O94zu3TpEikpKSxZsoR/+7d/Iz8/3+16SktLaWtrIzo6GoBVq1Yxd+5cgoOdz/nq1asA9vnKy8sJDAwkPDzcoa5v375ERERQUVFxt0vxyFG4FBER6UGKm2919xK+dR999BGFhYVkZWUxYMAAt3Umk4kJEybg4+MDwMCBAxk4cKBT3bFjx/jss8+YPHmyQ/vbb79tH/t1jEYjI0aMICQkBICgoCCCgoKc6srKyigvL2fkyJEEBgYCYDabGTx4sMvjBgcHU1lZSWtrKwEBAfe0loedHouLiIjIA2M2m9myZQtJSUlMmTLFbV1nZyfFxcX231u6U1tbS1ZWFl5eXixdutSh716DJdwJsl83l9lsJjMzE4DU1FR7e2trK35+fi7H9O3bF+BrNxM9ShQuRURE5IGw2Wxs3ryZ/v37s2bNmrvWXrx4kRs3btw18FVXV7Ny5UpaWlpYu3Yto0ePvq91NTQ0UF9ff9e5GhsbWbFiBZcvXyYlJcUhGNtsNrfjuvq++sj+Ufb4nKmIiIh0q9zcXEpKSkhPT6ejowOLxYLFYqGzsxO48w7L69evA3fuJA4bNozQ0FCXxzIajbz44otYLBbWrl3L3Llz73tdJpOJgIAAIiMjXfZXVlaydOlSPv30UxYuXEhaWppDv7+/v9v3WXa1Py6PxEG/uRQREelRJg7q091L+NacPn0am83GunXrXPZPnz6d0NBQDh8+jNFotO/c/qq8vDzefPNNevfuzWuvvcazzz77jdZlMpkwGAx4ezvHopMnT/Lqq69itVpJS0sjJSXFqSYsLMztq47MZjNBQUH4+vp+ozU+TBQuRUREehBP7sjuaVavXk1LS4tTe05ODjU1NezcuRNfX1+uXLlCXV0d69evd6o9cOAA27ZtIzAwkK1btzJu3LhvtCar1cr58+ddznXixAkyMjLw8vLijTfeICEhweUxxo4dS1VVFQ0NDQwZMsTe3t7eTm1tLZMmTfpGa3zYKFyKiIjIA+HuN5Fdu667vniTl5dHv379iIqKcqg7c+YMOTk5PPHEE7zzzjsuv8bz17pw4QJWq9X+CqIuly5dYtOmTXh7e5OTk8P48ePdHmPGjBl88MEH7N+/3+El6gcPHqSjo4NZs2Z943U+TBQuRUREpEfp+lLOVx9Tv/XWW9hsNuLi4vjkk0/45JNPnMbOnDnzr5rLaDQyatQop1cc7dixA6vVSmxsLGazmaNHjzqNjY+Px8/Pj8jISBITE8nPz+f69etMmjSJyspKCgoKiIuLIz4+/q9a08NO4VJERER6jK4v5aSnpzu0X7lyhfr6euDOF3HcffXmrw2XZ86cYerUqQ5tnZ2d9q/9GI1GjEajy7EFBQX2VxBt3LiRoUOHUlhYyKlTpwgODmbJkiUsWrTosfquOEAvi8Xifv+8iIiIeFRzczODBg3q7mXIQ64n/x3pVUQiIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIx3t29ABEREXl83b59mxdffJGysjLOnTvn1F9aWsry5cvJz89nyJAhWCwWfv3rX/Pv//7vNDc3ExAQwPjx41m+fDnf+973HMZevnyZ9957j6KiIq5du8Z3vvMdoqOjefHFFxk0aJDTXE1NTfz0pz/l7bffZuLEibS3t/P+++9z/PhxLl++jJ+fH5GRkSxdupSxY8c6ncehQ4coKCjg8uXLPPnkkzz77LMsWbKEvn37evSa9XQKlyIiItJt9u7dS1lZmdt+k8lEeHg4Q4YMwWq1smLFCurq6khMTGTMmDE0NjaSl5fH2bNn2bNnDxEREQBcu3aNpUuX0tLSwpw5c/je975HbW0tBQUFFBUVsXfvXgYOHOgwl9FoxN/fn6ioKGw2G+vXr6eoqIiEhAQWLFjAtWvXyMvLIzU1lZycHAwGg33s1q1byc/P55lnnuG5556jurqaffv2UVVVxfbt2+nVq9e3cwF7IIVLERER6RYVFRXs2bMHHx8fOjo6XNYYjUZiYmIAOHDgALW1tWzYsIE5c+bYa6ZOncoLL7zAzp072bZtGwDvvPMOn332Gdu3byc6Otpe++Mf/5h169bx29/+lpdfftlhLpPJxMSJE+nTpw/Hjh2jqKiIxYsXs3LlSntNUlISCxYsIDs7m0OHDtnPIz8/nzlz5rBhwwZ7bVhYGLt27eL48eNMmzbtG16th4d+cykiIiIPXFtbG5mZmURHRzs9Yu7S3NxMTU0NsbGxABQVFdGnTx+SkpIc6p566imGDx/OhQsX7G1FRUUMGTLEIVgCTJ48mYCAAIdagFu3blFSUmKfq+sRfXJyskNdSEgI48aNo66uDovFAsCRI0cAWLhwoUPt/Pnz8fX1tfc/LnTnUkREpAfxe23l1xd1k5uZuzx2rOzsbFpbW8nIyCAjI8NljdFoxM/Pj6effhqA119/natXr+Ll5eVQZ7PZuHbtGr17/8c9s3fffZe2tjbnc7h5k5s3bzrUwp3fdra1tdnD6KpVq5g7dy7BwcFOx7h69SqA/Rjl5eUEBgYSHh7uUNe3b18iIiKoqKi467V41ChcioiI9CBetZXdvYRv3UcffURhYSFZWVkMGDDAbZ3JZGLChAn4+PgAMHDgQKffSQIcO3aMzz77jMmTJ9vbQkJCXB7zwIED3L59mwkTJji0G41GRowYYR8XFBREUFCQ0/iysjLKy8sZOXIkgYGBAJjNZgYPHuxyvuDgYCorK2ltbSUgIMDtuT5K9FhcREREHhiz2cyWLVtISkpiypQpbus6OzspLi62/97SndraWrKysvDy8mLp0qV3rS0uLuY3v/kN/fr1c3qEbTKZvnYus9lMZmYmAKmpqfb21tZW/Pz8XI7p2il+8+bNux77UaJwKSIiIg+EzWZj8+bN9O/fnzVr1ty19uLFi9y4ceOuga+6upqVK1fS0tLC2rVrGT16tNvas2fPsnbtWr744gs2b97scGezoaGB+vr6u87V2NjIihUruHz5MikpKQ7B2GazuR3X1ffVx/CPssfnTEVERKRb5ebmUlJSQnp6Oh0dHVgsFiwWC52dnQBYLBauX78O3LmTOGzYMEJDQ10ey2g08uKLL2KxWFi7di1z5851O+//+B//gzVr1nD79m3+23/7bw6Pz7vmCggIIDIy0uX4yspKli5dyqeffsrChQtJS0tz6Pf396e9vd3l2K72x+WROOg3lyIiIj3K7Ygx3b2Eb83p06ex2WysW7fOZf/06dMJDQ3l8OHDGI1G+87tr8rLy+PNN9+kd+/evPbaazz77LNu59y9ezfvv/8+AQEB/OM//iMTJ050qjGZTBgMBry9nWPRyZMnefXVV7FaraSlpZGSkuJUExYWRlNTk8v5zWYzQUFB+Pr6ul3jo0bhUkREpAfx5I7snmb16tW0tLQ4tefk5FBTU8POnTvx9fXlypUr1NXVsX79eqfaAwcOsG3bNgIDA9m6dSvjxo1zO99bb73FwYMHGTx4MNu2bbO/YP3LrFYr58+fdznXiRMnyMjIwMvLizfeeIOEhASX84wdO5aqqioaGhoYMmSIvb29vZ3a2lomTZrkdo2PIoVLEREReSDc/Saya9d11xdv8vLy6NevH1FRUQ51Z86cIScnhyeeeIJ33nnHZVjskp+fz8GDBxk6dCjvvPOOy1cKAVy4cAGr1er0PsxLly6xadMmvL29ycnJYfz48W7nmjFjBh988AH79+93eIn6wYMH6ejoYNasWW7HPooULkVERKRH6fpSzlcfU7/11lvYbDbi4uL45JNP+OSTT5zGzpw5k5s3b/L2228DEB8fz/nz553q/Pz8iI+Px2g0MmrUKKdXHO3YsQOr1UpsbCxms5mjR486HSM+Pt7+vfHExETy8/O5fv06kyZNorKykoKCAuLi4oiPj/8GV+Pho3ApIiIiPUbXl3LS09Md2q9cuUJ9fT1w54s47r56M3PmTD7++GP7xqB/+Zd/cVkXGhpKfHw8Z86cYerUqQ59nZ2d9i/4GI1GjEajy2MUFBTYX0G0ceNGhg4dSmFhIadOnSI4OJglS5awaNGix+q74gC9LBaL+/3zIiIi4lHNzc0MGjSou5chD7me/HekVxGJiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiEi3uX37NsuWLcNgMLjsLy0txWAw0NDQAIDFYiErK4vZs2cTExPD9OnT2bBhA3/605+cxl69epVf/epXzJ49m7i4OJ5//nny8vKw2Wwu52pqasJgMFBcXAxAe3s7u3fvJjk5mZiYGBISEkhPT6e8vNzleeTm5jJv3jzi4uKYPXs2u3btor29/T6vzMPLu7sXICIiIo+vvXv3UlZW5rbfZDIRHh7OkCFDsFqtrFixgrq6OhITExkzZgyNjY3k5eVx9uxZ9uzZQ0REBACtra0sX76cK1euMHfuXIYOHcqZM2f4x3/8R2pra3n55Zed5jIajfj7+xMVFYXNZmP9+vUUFRWRkJDAggULuHbtGnl5eaSmppKTk+MQiLdu3Up+fj7PPPMMzz33HNXV1ezbt4+qqiq2b99Or169PH/xeiiFSxEREekWFRUV7NmzBx8fHzo6OlzWGI1GYmJiADhw4AC1tbVs2LCBOXPm2GumTp3KCy+8wM6dO9m2bRsAubm51NfXs2XLFqZNmwZAcnIya9euJS8vj/nz5xMeHu4wl8lkYuLEifTp04djx45RVFTE4sWLWblypb0mKSmJBQsWkJ2dzaFDh+znkZ+fz5w5c9iwYYO9NiwsjF27dnH8+HH7Gh4HeiwuIiIiD1xbWxuZmZlER0czduxYlzXNzc3U1NQQGxsLQFFREX369CEpKcmh7qmnnmL48OFcuHDB3tbR0cGYMWNISEhwqP3xj3+MzWajurraof3WrVuUlJTY5zp37hxwJ5B+WUhICOPGjaOurg6LxQLAkSNHAFi4cKFD7fz58/H19bX3Py5051JERKQHuVnyUncvwS2/CTkeO1Z2djatra1kZGSQkZHhssZoNOLn58fTTz8NwOuvv87Vq1fx8vJyqLPZbFy7do3evf/jntl/+S//xeUxu0JlWFiYQ3tpaSltbW1ER0cDsGrVKubOnUtwcLDTMa5evQpgn6+8vJzAwECnO6F9+/YlIiKCiooK1xfhEaVwKSIi0oN8cb2qu5fwrfvoo48oLCwkKyuLAQMGuK0zmUxMmDABHx8fAAYOHMjAgQOd6o4dO8Znn33G5MmTXR7n5s2bNDQ08Pvf/57CwkKmTJnCD37wA4cao9HIiBEjCAkJASAoKIigoCCnY5WVlVFeXs7IkSMJDAwEwGw2M3jwYJdzBwcHU1lZSWtrKwEBAW7P9VGicCkiIiIPjNlsZsuWLSQlJTFlyhS3dZ2dnRQXF7u9A9mltraWrKwsvLy8WLp0qcuad955hwMHDgDwN3/zN7z00ktONSaT6a7r6Vp7ZmYmAKmpqfb21tZWp7uWXfr27QvcCbiPS7jUby5FRETkgbDZbGzevJn+/fuzZs2au9ZevHiRGzdu2DfzuFJdXc3KlStpaWlh7dq1jB492mXd3/7t3/Lmm2/yy1/+kr/85S+kpKRQWVlp729oaKC+vv6uczU2NrJixQouX75MSkqKQxB192qjL/d9+ZH9o+7xOVMRERHpVrm5uZSUlJCenk5HRwcWiwWLxUJnZydw5x2W169fB+7cSRw2bBihoaEuj2U0GnnxxRexWCysXbuWuXPnup134sSJTJ48mUWLFvH222/T3t7OP/3TP9n7TSYTAQEBREZGuhxfWVnJ0qVL+fTTT1m4cCFpaWkO/f7+/m7fZ9nV/rjctQQ9FhcREelRegc+1d1L+NacPn0am83GunXrXPZPnz6d0NBQDh8+jNFotO/c/qq8vDzefPNNevfuzWuvvcazzz57z2v4/ve/z7Bhw/j444/tbSaTCYPBgLe3cyw6efIkr776KlarlbS0NFJSUpxqwsLCaGpqcjmf2WwmKCgIX1/fe17jw07hUkREpAfx5I7snmb16tW0tLQ4tefk5FBTU8POnTvx9fXlypUr1NXVsX79eqfaAwcOsG3bNgIDA9m6dSvjxo1zqrHZbPz85z/Hx8eH3/72t079N27csIc9q9XK+fPnXc514sQJMjIy8PLy4o033nB6rVGXsWPHUlVVRUNDA0OGDLG3t7e3U1tby6RJk9xflEeQwqWIiIg8EO5+E9m167rrizd5eXn069ePqKgoh7ozZ86Qk5PDE088wTvvvGP/Gs9X9erVi0GDBmE0Gjl79qxDuPvDH/7A5cuX7S9hv3DhAlar1f4Koi6XLl1i06ZNeHt7k5OTw/jx492e14wZM/jggw/Yv3+/w0vUDx48SEdHB7NmzXI79lGkcCkiIiI9SteXcr76mPqtt97CZrMRFxfHJ598wieffOI0dubMmQC89NJL/J//83/4r//1v5KcnMzQoUOpqKjgww8/5Lvf/S4rVqwA7vx2c9SoUU6vONqxYwdWq5XY2FjMZjNHjx51mis+Ph4/Pz8iIyNJTEwkPz+f69evM2nSJCorKykoKCAuLo74+HgPXZmHg8KliIiI9BhdX8pJT093aL9y5Qr19fXAnS/iuPvqTVe4/O53v8u+fft45513OHLkCC0tLYSEhPD888+zZMkS+wabM2fOMHXqVIdjdHZ22r/2YzQaMRqNLucqKCjAz88PgI0bNzJ06FAKCws5deoUwcHBLFmyhEWLFj1W3xUH6GWxWNzvnxcRERGPam5uZtCgQd29DHnI9eS/I72KSEREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSREREus3t27dZtmwZBoPBZX9paSkGg4GGhgYALBYLWVlZzJ49m5iYGKZPn86GDRv405/+9LVzvfLKKxgMBhobG132NzU1YTAYKC4uBqC9vZ3du3eTnJxMTEwMCQkJpKenU15e7vI8cnNzmTdvHnFxccyePZtdu3bR3t5+j1fi0eHd3QsQERGRx9fevXspKytz228ymQgPD2fIkCFYrVZWrFhBXV0diYmJjBkzhsbGRvLy8jh79ix79uwhIiLC5XF+//vf88c//vGuazEajfj7+xMVFYXNZmP9+vUUFRWRkJDAggULuHbtGnl5eaSmppKTk+MQiLdu3Up+fj7PPPMMzz33HNXV1ezbt4+qqiq2b99Or1697u8CPYQULkVERKRbVFRUsGfPHnx8fOjo6HBZYzQaiYmJAeDAgQPU1tayYcMG5syZY6+ZOnUqL7zwAjt37mTbtm1Ox2hsbCQrK+uu88CdIDtx4kT69OnDsWPHKCoqYvHixaxcudJek5SUxIIFC8jOzubQoUP288jPz2fOnDls2LDBXhsWFsauXbs4fvw406ZN++suzkNMj8VFRETkgWtrayMzM5Po6GjGjh3rsqa5uZmamhpiY2MBKCoqok+fPiQlJTnUPfXUUwwfPpwLFy44HeP27dts2rSJoUOH8pOf/MTtem7dukVJSYl9rnPnzgGQnJzsUBcSEsK4ceOoq6vDYrEAcOTIEQAWLlzoUDt//nx8fX3t/Y8L3bkUERHpQd778LXuXoJbqbMyPXas7OxsWltbycjIICMjw2WN0WjEz8+Pp59+GoDXX3+dq1ev4uXl5VBns9m4du0avXs73zPbu3cvVVVV7Nu3j3/+5392u57S0lLa2tqIjo4GYNWqVcydO5fg4GCn2qtXrwLY5ysvLycwMJDw8HCHur59+xIREUFFRYXbeR9FCpciIiI9yKfNtd29hG/dRx99RGFhIVlZWQwYMMBtnclkYsKECfj4+AAwcOBABg4c6FR37NgxPvvsMyZPnuzQXl5ezp49e3jppZcYPnz4XddkNBoZMWIEISEhAAQFBREUFORUV1ZWRnl5OSNHjiQwMBAAs9nM4MGDXR43ODiYyspKWltbCQgIuOsaHhV6LC4iIiIPjNlsZsuWLSQlJTFlyhS3dZ2dnRQXF9t/b+lObW0tWVlZeHl5sXTpUnt7W1sbmzZtYvz48cybN+9r12Uymb52LrPZTGbmnbu3qamp9vbW1lb8/Pxcjunbty8AN2/e/No1PCp051JEREQeCJvNxubNm+nfvz9r1qy5a+3Fixe5cePGXQNfdXU1aWlptLS08PLLLzN69Gh7X3Z2Nn/5y1/YvXv31+7UbmhooL6+/q5zNTY2smrVKi5fvkxKSopDMLbZbG7HdfW5emT/qHp8zlRERES6VW5uLiUlJaSnp9PR0YHFYsFisdDZ2QnceYfl9evXgTt3EocNG0ZoaKjLYxmNRl588UUsFgtr165l7ty59r6ux+4vvvgiPj4+9nlu3boFQEtLi30zTtdcAQEBREZGupyrsrKSpUuX8umnn7Jw4ULS0tIc+v39/d2+z7Kr/XF5JA66cykiItKj/M0g1+9pfBScPn0am83GunXrXPZPnz6d0NBQDh8+jNFotO/c/qq8vDzefPNNevfuzWuvvcazzz7r0H/q1Cngzrsnt27d6jT+5z//OfAfO8JNJhMGgwFvb+dYdPLkSV599VWsVitpaWmkpKQ41YSFhdHU1ORyrWazmaCgIHx9fV32P4oULkVERHoQT+7I7mlWr15NS0uLU3tOTg41NTXs3LkTX19frly5Ql1dHevXr3eqPXDgANu2bSMwMJCtW7cybtw4p5qf//znzJw506n9n//5nykqKuK1117jySefBMBqtXL+/HmXc504cYKMjAy8vLx44403SEhIcHleY8eOpaqqioaGBoYMGWJvb29vp7a2lkmTJrm/KI8ghUsRERF5IL78m8gv69p13fXFm7y8PPr160dUVJRD3ZkzZ8jJyeGJJ57gnXfecfs1nuHDh7vcHX706FEAIiMjCQsLA+DChQtYrVb7K4i6XLp0iU2bNuHt7U1OTg7jx493e14zZszggw8+YP/+/Q4vUT948CAdHR3MmjXL7dhHkcKliIiI9ChdX8r56mPqt956C5vNRlxcHJ988gmffPKJ01hXdyzvxmg0MmrUKKdXHO3YsQOr1UpsbCxms9keTL8sPj4ePz8/IiMjSUxMJD8/n+vXrzNp0iQqKyspKCggLi6O+Pj4v2pNDzuFSxEREekxur6Uk56e7tB+5coV6uvrgTtfxHH31Zu/NlyeOXOGqVOnOrR1dnbav/ZjNBoxGo0uxxYUFNhfQbRx40aGDh1KYWEhp06dIjg4mCVLlrBo0aLH6rviAL0sFov7/fMiIiLiUc3NzQwaNKi7lyEPuZ78d6RXEYmIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIx3h39wJERETk8XX79m1efPFFysrKOHfunFN/aWkpy5cvJz8/nyFDhmCxWPj1r3/Nv//7v9Pc3ExAQADjx49n+fLlfO9733MY+5vf/IZ3333X5by/+MUvSE1NdWhramripz/9KW+//TYTJ06kvb2d999/n+PHj3P58mX8/PyIjIxk6dKljB071uk8Dh06REFBAZcvX+bJJ5/k2WefZcmSJfTt2/ebXaSHjMKliIiIdJu9e/dSVlbmtt9kMhEeHs6QIUOwWq2sWLGCuro6EhMTGTNmDI2NjeTl5XH27Fn27NlDRESEfWxNTQ1+fn78/d//vdNxR4wY4dRmNBrx9/cnKioKm83G+vXrKSoqIiEhgQULFnDt2jXy8vJITU0lJycHg8FgH7t161by8/N55plneO6556iurmbfvn1UVVWxfft2evXq9Q2v1MND4VJERES6RUVFBXv27MHHx4eOjg6XNUajkZiYGAAOHDhAbW0tGzZsYM6cOfaaqVOn8sILL7Bz5062bdtmb7906RLDhw9n5syZ97Qek8nExIkT6dOnD8eOHaOoqIjFixezcuVKe01SUhILFiwgOzubQ4cO2c8jPz+fOXPmsGHDBnttWFgYu3bt4vjx40ybNu3eL8xDTr+5FBERkQeura2NzMxMoqOjnR4xd2lubqampobY2FgAioqK6NOnD0lJSQ51Tz31FMOHD+fChQv2tvb2dv785z8zfPjwe1rPrVu3KCkpsc/V9Yg+OTnZoS4kJIRx48ZRV1eHxWIB4MiRIwAsXLjQoXb+/Pn4+vra+x8XunMpIiLSgxw+fLi7l+DW7NmzPXas7OxsWltbycjIICMjw2WN0WjEz8+Pp59+GoDXX3+dq1ev4uXl5VBns9m4du0avXv/xz2z2tpavvjiC/tjcqvVipeXF97erqNPaWkpbW1tREdHA7Bq1Srmzp1LcHCwU+3Vq1cB7POVl5cTGBhIeHi4Q13fvn2JiIigoqLia6/Ho0ThUkREpAcxm83dvYRv3UcffURhYSFZWVkMGDDAbZ3JZGLChAn4+PgAMHDgQAYOHOhUd+zYMT777DMmT55sb7t06RIA1dXVzJs3j/r6enr37k1UVBQvvfQS3//+9x2OYTQaGTFiBCEhIQAEBQURFBTkNFdZWRnl5eWMHDmSwMBA4M7/Z4MHD3Z5DsHBwVRWVtLa2kpAQMBdrsqjQ4/FRURE5IExm81s2bKFpKQkpkyZ4raus7OT4uJi++8t3amtrSUrKwsvLy+WLl1qb+8KlxcvXiQ5OZmsrCyWLl1KVVUVy5Yto7Ky0uE4JpPpa+cym81kZmYCOOw0b21txc/Pz+WYrp3iN2/evOuxHyW6cykiIiIPhM1mY/PmzfTv3581a9bctfbixYvcuHHjroGvurqatLQ0WlpaePnllxk9erS9b9KkSfTr14/nn3/efgdy8uTJxMTEsHTpUt566y327NkDQENDA/X19Xedq7GxkVWrVnH58mVSUlIcgrHNZrvrOQMOj+wfdQqXIiIi8kDk5uZSUlJCVlYWHR0d9h3inZ2dAFgsFnr37k1gYCAmk4lhw4YRGhrq8lhGo5FXXnmFtrY21q5dy9y5cx364+LiiIuLcxo3ZswYfvjDH1JWVsaNGzfo168fJpOJgIAAIiMjXc5VWVnJ2rVr+fzzz1m4cCFpaWkO/f7+/rS3t7sc29X+uDwSB4VLERGRHsXVBpJHxenTp7HZbKxbt85l//Tp0wkNDeXw4cMYjUb7zu2vysvL480336R379689tprPPvss3/VOp588klsNhs3b960h0uDweBys8/Jkyd59dVXsVqtpKWlkZKS4lQTFhZGU1OTy7nMZjNBQUH4+vr+VWt8mClcioiI9CCe3JHd06xevZqWlhan9pycHGpqati5cye+vr5cuXKFuro61q9f71R74MABtm3bRmBgIFu3bmXcuHFONTabjRdeeAG485L2r6qrq6Nfv3585zvfwWq1cv78eZdznThxgoyMDLy8vHjjjTdISEhweV5jx46lqqqKhoYGhgwZYm9vb2+ntraWSZMmub0mjyKFSxEREXkgvvybyC/r2nXd9cWbvLw8+vXrR1RUlEPdmTNnyMnJ4YknnuCdd95x+BrPl/Xq1YsnnniCM2fOcPLkSYffR3744YfU1dUxd+5cvLy8OHfuHFar1f4Koi6XLl1i06ZNeHt7k5OTw/jx492e14wZM/jggw/Yv3+/w0vUDx48SEdHB7NmzXJ/UR5BCpciIiLSo3R9Keerj6nfeustbDYbcXFxfPLJJ3zyySdOY7u+xrN69WrKy8t55ZVXmDNnDt/73veoqKjgww8/ZPjw4axYsQK489vNUaNGOb3iaMeOHVitVmJjYzGbzRw9etRprvj4ePv3xhMTE8nPz+f69etMmjSJyspKCgoKiIuLIz4+3kNX5uGgcCkiIiI9RteXctLT0x3ar1y5Qn19PXDnizjuvnrTFS6HDx/Ovn37ePfddzl27BgtLS0MGjSI559/nhdeeIH+/fsDd+6GTp061eEYnZ2d9q/9GI1GjEajy7kKCgrsryDauHEjQ4cOpbCwkFOnThEcHMySJUtYtGjRY/VdcYBeFovF/f55ERER8ajm5mYGDRrU3cuQh1xP/jt6fF66JCIiIiLfOoVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxEREek2t2/fZtmyZRgMBpf9paWlGAwGGhoaALBYLGRlZTF79mxiYmKYPn06GzZs4E9/+pPL8X/4wx9YsmQJkydPZsaMGbz88svU19e7rG1qasJgMFBcXAxAe3s7u3fvJjk5mZiYGBISEkhPT6e8vNzleeTm5jJv3jzi4uKYPXs2u3btor29/T6uysNN4VJERES6zd69eykrK3PbbzKZCA8PZ8iQIVitVlasWEFeXh4TJ05k3bp1JCUlcfbsWV544QVqa2sdxr777rtkZmbSp08f0tLS+NnPfkZxcTFLly6lsbHRaS6j0Yi/vz9RUVHYbDbWr1/P+++/z6hRo1izZg3z58/n448/JjU1lXPnzjmM3bp1Kzk5OQwfPpyXXnqJH//4x+zbt4+XX34Zm83mmYv1kPDu7gWIiIjI46miooI9e/bg4+NDR0eHyxqj0UhMTAwABw4coLa2lg0bNjBnzhx7zdSpU3nhhRfYuXMn27ZtA6Cqqor333+fuLg4tm7dipeXFwAGg4EXX3yRffv2sWHDBoe5TCYTEydOpE+fPhw7doyioiIWL17MypUr7TVJSUksWLCA7OxsDh06ZD+P/Px85syZ43DMsLAwdu3axfHjx5k2bZoHrtjDQXcuRURE5IFra2sjMzOT6Ohoxo4d67KmubmZmpoaYmNjASgqKqJPnz4kJSU51D311FMMHz6cCxcu2Nvy8/P54osvWLt2rT1YAowbN47U1FR+8IMfOBzj1q1blJSU2OfqujOZnJzsUBcSEsK4ceOoq6vDYrEAcOTIEQAWLlzoUDt//nx8fX3t/Y8L3bkUERHpQQ797F+7ewluPVew8OuL7lF2djatra1kZGSQkZHhssZoNOLn58fTTz8NwOuvv87Vq1cdwiKAzWbj2rVr9O79H/fMSkpKiIiIICwsDLgTHr/44gt8fX35xS9+4TRXaWkpbW1tREdHA7Bq1Srmzp1LcHCwU+3Vq1cB7POVl5cTGBhIeHi4Q13fvn2JiIigoqLinq7Jo0LhUkREpAe5Unq5u5fwrfvoo48oLCwkKyuLAQMGuK0zmUxMmDABHx8fAAYOHMjAgQOd6o4dO8Znn33G5MmTgTtBsqGhgdjYWC5cuMDOnTvtAW/s2LG89NJL/PCHP3Q4htFoZMSIEYSEhAAQFBREUFCQ01xlZWWUl5czcuRIAgMDATCbzQwePNjlOQQHB1NZWUlraysBAQFfc2UeDXosLiIiIg+M2Wxmy5YtJCUlMWXKFLd1nZ2dFBcX239v6U5tbS1ZWVl4eXmxdOlSAFpbW/niiy/405/+RFpaGqNHj+ZXv/oVq1ator6+nhUrVjjdTTSZTF87l9lsJjMzE4DU1FR7e2trK35+fi7H9O3bF4CbN2/e9diPEt25FBERkQfCZrOxefNm+vfvz5o1a+5ae/HiRW7cuHHXwFddXU1aWhotLS28/PLLjB49GsC+OejTTz9l9erVDr+FnDhxIosXLyYnJ4df//rXADQ0NFBfX3/XuRobG1m1ahWXL18mJSXFIRjfbTd4V9+XH9k/6h6fMxUREZFulZubS0lJCenp6XR0dGCxWLBYLHR2dgJ33mF5/fp14M6dxGHDhhEaGuryWEajkRdffBGLxcLatWuZO3euva/rLqKXl5dDO8D3v/99fvjDH/K///f/tt9NNJlMBAQEEBkZ6XKuyspKli5dyqeffsrChQtJS0tz6Pf393f7Psuu9sflkTjozqWIiEiPMvhp12HqUXD69GlsNhvr1q1z2T99+nRCQ0M5fPgwRqPRvnP7q/Ly8njzzTfp3bs3r732Gs8++6xDf//+/enXrx/e3t74+vo6jR8wYAA2m40bN27g5+eHyWTCYDDg7e0ci06ePMmrr76K1WolLS2NlJQUp5qwsDCamppcrtVsNhMUFORyHY8qhUsREZEexJM7snua1atX09LS4tSek5NDTU0NO3fuxNfXlytXrlBXV8f69eudag8cOMC2bdsIDAxk69atjBs3zqmmV69ejBkzhpKSEsxms9OO7z//+c/4+fnx5JNPYrVaOX/+vMu5Tpw4QUZGBl5eXrzxxhskJCS4PK+xY8dSVVVFQ0MDQ4YMsbe3t7dTW1vLpEmTvvbaPEr0WFxEREQeiNGjR2MwGJz+69p1bTAY+NGPfoTRaKRfv35ERUU5jD9z5gw5OTk88cQTvPvuuy6DZZef/vSn2Gw23n33XadjVFdXk5CQQO/evblw4QJWq9X+CqIuly5dYtOmTXh7e7N9+3a3wRJgxowZAOzfv9+h/eDBg3R0dDBr1qyvvTaPEt25FBERkR6l60s5X31M/dZbb2Gz2YiLi+OTTz7hk08+cRo7c+ZM4E7g+7d/+zcKCwv5/PPPmTx5Mn/+85/53e9+x6BBg+xf3TEajYwaNcrpFUc7duzAarUSGxuL2Wzm6NGjTnPFx8fj5+dHZGQkiYmJ5Ofnc/36dSZNmkRlZSUFBQXExcURHx/voSvzcFC4FBERkR6j60s56enpDu1Xrlyhvr4euPNFHHdfvekKlwBbtmzhv//3/87hw4d56623CAgIYNq0aaxYscIeJs+cOcPUqVMdjtHZ2Wn/2o/RaMRoNLqcq6CgwL55aOPGjQwdOpTCwkJOnTpFcHAwS5YsYdGiRfTq1es+rsTDq5fFYnm8vqYuIiLSjZqbmxk0aFB3L0Mecj3570i/uRQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj/Hu7gWIiIjI4+v27du8+OKLlJWVce7cOaf+0tJSli9fTn5+PkOGDMFisfDrX/+af//3f6e5uZmAgADGjx/P8uXL+d73vmcfZzAYvnbur87X1NTET3/6U95++20mTpxIe3s777//PsePH+fy5cv4+fkRGRnJ0qVLGTt2rNN5HDp0iIKCAi5fvsyTTz7Js88+y5IlS+jbt+/9XZyHlMKliIiIdJu9e/dSVlbmtt9kMhEeHs6QIUOwWq2sWLGCuro6EhMTGTNmDI2NjeTl5XH27Fn27NlDREQEAJs3b3Z5vLNnz3L06FF+8pOfOPUZjUb8/f2JiorCZrOxfv16ioqKSEhIYMGCBVy7do28vDxSU1PJyclxCLBbt24lPz+fZ555hueee47q6mr27dtHVVUV27dvp1evXt/wSj08FC5FRESkW1RUVLBnzx58fHzo6OhwWWM0GomJiQHgwIED1NbWsmHDBubMmWOvmTp1Ki+88AI7d+5k27ZtAMycOdPpWE1NTbz11luEh4eTmZnp1G8ymZg4cSJ9+vTh2LFjFBUVsXjxYlauXGmvSUpKYsGCBWRnZ3Po0CH7eeTn5zNnzhw2bNhgrw0LC2PXrl0cP36cadOm3ccVejjpN5ciIiLywLW1tZGZmUl0dLTTI+Yuzc3N1NTUEBsbC0BRURF9+vQhKSnJoe6pp55i+PDhXLhw4a5zbt26lb/85S9s3LiRfv36OfTdunWLkpIS+1xdj8yTk5Md6kJCQhg3bhx1dXVYLBYAjhw5AsDChQsdaufPn4+vr6+9/3GhO5ciIiI9yLQj5u5eglv/MzHYY8fKzs6mtbWVjIwMMjIyXNYYjUb8/Px4+umnAXj99de5evUqXl5eDnU2m41r167Ru7f7e2bnzp3j9OnTzJw5k3Hjxjn1l5aW0tbWRnR0NACrVq1i7ty5BAc7n/PVq1cB7POVl5cTGBhIeHi4Q13fvn2JiIigoqLC7boeRQqXIiIiPUhx863uXsK37qOPPqKwsJCsrCwGDBjgts5kMjFhwgR8fHwAGDhwIAMHDnSqO3bsGJ999hmTJ092e6xdu3bh7e3NihUrXPYbjUZGjBhBSEgIAEFBQQQFBTnVlZWVUV5ezsiRIwkMDATAbDYzePBgl8cNDg6msrKS1tZWAgIC3K7vUaLH4iIiIvLAmM1mtmzZQlJSElOmTHFb19nZSXFxsf33lu7U1taSlZWFl5cXS5cudVlTVlZGZWUlM2fOdBsCTSbT185lNpvtv9VMTU21t7e2tuLn5+dyTNdO8Zs3b9712I8ShUsRERF5IGw2G5s3b6Z///6sWbPmrrUXL17kxo0bdw181dXVrFy5kpaWFtauXcvo0aNd1v3ud78DICUlxWV/Q0MD9fX1d52rsbGRFStWcPnyZVJSUhyCsc1mczuuq+9uj+wfNY/PmYqIiEi3ys3NpaSkhPT0dDo6OrBYLFgsFjo7OwGwWCxcv34duHMncdiwYYSGhro8ltFo5MUXX8RisbB27Vrmzp3rsu7WrVsYjUZGjx7NsGHDXNaYTCYCAgKIjIx02V9ZWcnSpUv59NNPWbhwIWlpaQ79/v7+tLe3uxzb1f64PBIH/eZSRESkR5k4qE93L+Fbc/r0aWw2G+vWrXPZP336dEJDQzl8+DBGo9G+c/ur8vLyePPNN+nduzevvfYazz77rNs5S0pKuHHjBtOnT3dbYzKZMBgMeHs7x6KTJ0/y6quvYrVaSUtLc3n3MywsjKamJpfHNpvNBAUF4evr63b+R43CpYiISA/iyR3ZPc3q1atpaWlxas/JyaGmpoadO3fi6+vLlStXqKurY/369U61Bw4cYNu2bQQGBrJ161aXO7+/rLS0FIBJkya57LdarZw/f97lXCdOnCAjIwMvLy/eeOMNEhISXB5j7NixVFVV0dDQwJAhQ+zt7e3t1NbWup37UaVwKSIiIg+Eu99Edu267vriTV5eHv369SMqKsqh7syZM+Tk5PDEE0/wzjvv2L/Gczcff/wxfn5+bh+JX7hwAavVan8FUZdLly6xadMmvL29ycnJYfz48W7nmDFjBh988AH79+93eIn6wYMH6ejoYNasWV+7zkeJwqWIiIj0KF1fyvnqY+q33noLm81GXFwcn3zyCZ988onT2K9+mae+vp6QkBC3G2qMRiOjRo1yesXRjh07sFqtxMbGYjabOXr0qNPY+Ph4+/fGExMTyc/P5/r160yaNInKykoKCgqIi4sjPj7+r7wCDzeFSxEREekxur6Uk56e7tB+5coV6uvrgTtfxHH31Zuvhstr164xcuRIt/OdOXOGqVOnOrR1dnbav/ZjNBoxGo0uxxYUFNhfQbRx40aGDh1KYWEhp06dIjg4mCVLlrBo0aLH6rviAL0sFov7/fMiIiLiUc3NzQwaNKi7lyEPuZ78d6RXEYmIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiISLe5ffs2y5Ytw2AwuOwvLS3FYDDQ0NAAgMViISsri9mzZxMTE8P06dPZsGEDf/rTn5zGfvbZZ7z++uvMnDmTmJgYfvazn/HOO+/Q0dHhcq6mpiYMBgPFxcUAtLe3s3v3bpKTk4mJiSEhIYH09HTKy8tdnkdubi7z5s0jLi6O2bNns2vXLtrb2+/zyjy8vLt7ASIiIvL42rt3L2VlZW77TSYT4eHhDBkyBKvVyooVK6irqyMxMZExY8bQ2NhIXl4eZ8+eZc+ePURERADQ2trKL37xC5qamkhKSmLUqFGUlJTw29/+lo8//pjt27c7zWU0GvH39ycqKgqbzcb69espKioiISGBBQsWcO3aNfLy8khNTSUnJ8chEG/dupX8/HyeeeYZnnvuOaqrq9m3bx9VVVVs376dXr16ef7i9VAKlyIiItItKioq2LNnDz4+Pm7vJhqNRmJiYgA4cOAAtbW1bNiwgTlz5thrpk6dygsvvMDOnTvZtm0bAIcPH6axsZFf/vKXLFq0CIDk5GRef/11CgsLOXPmDNHR0Q5zmUwmJk6cSJ8+fTh27BhFRUUsXrz4/2fv7uOqLg//j79EUBEihglxM5tajhSdhqDgUJx4V8z7KSSzbCWmolLeZKVludZwFbVNVtKi2pz4naHG5td9i9X8nSMqiigiKoSCIMKyo6IcEOX3Bw/OPJ2Dtjohyfv5ePhY57r5XNfnjD/ej+v6XJ/DvHnzLG0mTJhAbGwsr7zyCunp6Zb7yMjIYPLkyaxYscLS1s/Pj3Xr1vHRRx8xevRoB3xj3w3aFhcREZFWd+nSJVatWkVYWBhBQUF221RXV1NUVMSwYcMA2L17Ny4uLkyYMMGqXWBgIL169WL//v2WstLSUgB+/OMfW7WNjIwE4NixY1blly9fJicnxzLWnj17gKZAei0fHx/uu+8+SkpKMJlMAGRmZgIwc+ZMq7YxMTF07tzZUt9eaOVSRESkDXF9Yd6NG90ktavWOexar7zyCjU1NTzzzDM888wzdtsYDAZcXV0ZNGgQAC+++CJnz56lY8eOVu0aGxv54osvcHL6z5rZXXfdBcBnn31m2SoHOHnyJADdu3e3ukZubi6XLl2yrGYmJCQwbdo0vL29beZ19uxZAMt4+fn5eHh40KNHD6t2Xbp0oXfv3hw+fPgG38atReFSRESkDelYXHCzp/Ct++c//8mHH37I2rVr6datW4vtjEYjgwcPplOnTgDccccd3HHHHTbtduzYwb///W+GDx9uKZs0aRJZWVkkJyfTuXNn7rnnHvLy8nj77bfp3bs3P/nJT6yuYTAYuPvuu/Hx8QHA09MTT09Pm7Hy8vLIz8/nnnvuwcPDA4CqqiruvPNOu/fg7e1NQUEBNTU1uLu7X/+LuUVoW1xERERaTVVVFb/85S+ZMGECI0aMaLFdQ0MDe/futTxv2ZLi4mLWrl1Lx44d+cUvfmEp79q1K48//jiNjY0sWbKEiRMnsmrVKrp168Zvf/tbunTpYnUdo9F4w7GqqqpYtWoVAHPmzLGU19TU4OrqardP8zi1tbXXvfatROFSREREWkVjYyOrV6/mtttu44knnrhu2wMHDnDx4sXrBr6jR48yb948Lly4wJNPPsm9995rqfvf//1f5s+fT2NjI4sWLWLt2rU8+uijVFdXM2fOHM6cOWNpW15ezsmTJ687VkVFBY8//jinT58mLi7OKhg3NjZe954Bqy37W522xUVERKRVbNiwgZycHNauXUt9fb3lhHhDQwPQ9A5LJycnPDw8MBqN9OzZE19fX7vXMhgMPPvss1y6dIknn3ySadOmWdX/7ne/o3PnzqSmpuLv7w/AiBEjGDx4MI8//jivvfYaL7/8MtC0aunu7s6AAQPsjlVQUMCTTz7J559/zsyZM1m4cKFVfdeuXVt8n2VzeXvZEgeFSxERkTblSu++N3sK35qdO3datqntGTNmDL6+vmzduhWDwWA5uf1lmzdv5je/+Q1OTk688MILjB071qreZDJRVVXFsGHDLMGy2X333cddd91leVE6NIXL0NBQnJ1tY9Gnn37KypUrqaurY+HChcTFxdm08fPzs1oJvVZVVRWenp507tzZbv2tSOFSRESkDXHkiey2ZtGiRVy4cMGmPDk5maKiIstqY2VlJSUlJSxdutSm7V/+8hdee+01PDw8SEpK4r777rNp4+zsTIcOHbh69ardeVy5csWyXV1XV8e+ffvsjpWVlcUzzzxDx44deemllxg1apTd6wUFBVFYWEh5eblVmDWbzRQXFzN06FD7X8gtSuFSREREWsW1z0Req/nUdfMv3mzevBk3NzcGDhxo1W7Xrl0kJydz++2384c//MHqFUPXcnd350c/+hF79+7l+PHj3HPPPVbXKCsrswTF/fv3U1dXZ/NC9ePHj/Pcc8/h7OxMcnIywcHBLd7XuHHj+Otf/8p7771n9RL1jRs3Ul9fzwMPPNBi31uRwqWIiIi0Kc2/lPPlbepXX32VxsZGIiIiOHbsmM2L0AHGjx8PwLJly5gzZw5z5sxh6tSpBAQEcPz4cbZs2UK3bt0sz00aDAb69Olj84qjN954g7q6OoYNG0ZVVRXbt2+3GSsyMhJXV1cGDBhAdHQ0GRkZnD9/nqFDh1JQUMCWLVuIiIiwvLi9vVC4FBERkTaj+ZdyEhMTrcorKystL0DPzMxs8VdvmsPl3XffzXvvvcf69evJzMzk3LlzdOvWjQceeIDHHnvM8hL1Xbt2ERUVZXWNhoYGy6/9GAwGDAaD3bG2bNlieQXR008/TUBAAB9++CH/+te/8Pb25pFHHuGhhx5qV78rDtDBZDK1fH5eREREHKq6utrm12FE/ltt+e+o/bx0SURERES+dQqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiInLTXLlyhccee4zQ0FC79bm5uYSGhlJeXg6AyWRi7dq1TJw4kfDwcMaMGcOKFSs4ceKETd/Kykqee+45xowZw4gRI3j44YfZvn17i3M5c+YMoaGh7N27FwCz2UxKSgpTp04lPDycUaNGkZiYSH5+vt372LBhA9OnTyciIoKJEyeybt06zGbz1/hWvtucb/YEREREpP1KS0sjLy+vxXqj0UiPHj3w9/enrq6Oxx9/nJKSEqKjo+nbty8VFRVs3ryZ7OxsUlNT6d27NwCnT59m9uzZfPHFFzzwwAP07duX/fv389xzz1FYWEhiYqLNWAaDga5duzJw4EAaGxtZunQpu3fvZtSoUcTGxvLFF1+wefNm5syZQ3JyslUgTkpKIiMjg5/85CfMmDGDo0eP8u6771JYWMjrr79Ohw4dHP/ltVEKlyIiInJTHD58mNTUVDp16kR9fb3dNgaDgfDwcAD+8pe/UFxczIoVK5g8ebKlTVRUFLNnz+Z3v/sdr732GgCvv/46Z8+e5amnnmLKlCkATJs2jTvvvJM//elPjBgxgvvuu89qLKPRSEhICC4uLuzYsYPdu3fz8MMPM2/ePEubCRMmEBsbyyuvvEJ6errlPjIyMpg8eTIrVqywtPXz82PdunV89NFHjB492gHf2HeDtsVFRESk1V26dIlVq1YRFhZGUFCQ3TbV1dUUFRUxbNgwAHbv3o2LiwsTJkywahcYGEivXr3Yv38/AJcvX8ZgMPD973/fKoQCzJ49G4CMjAyr8suXL5OTk2MZa8+ePQBMnTrVqp2Pjw/33XcfJSUlmEwmADIzMwGYOXOmVduYmBg6d+5sqW8vtHIpIiLShtTmLL7ZU2iR6+Bkh13rlVdeoaamhmeeeYZnnnnGbhuDwYCrqyuDBg0C4MUXX+Ts2bN07NjRql1jYyNffPEFTk5Na2Ymk4m6ujruvvtum+3o2267je9973sUFBRYlefm5nLp0iXCwsIASEhIYNq0aXh7e9vM6+zZswCW8fLz8/Hw8KBHjx5W7bp06ULv3r05fPjwV/pObhUKlyIiIm3I1fOFN3sK37p//vOffPjhh6xdu5Zu3bq12M5oNDJ48GA6deoEwB133MEdd9xh027Hjh38+9//Zvjw4QC4uroCcPHiRZu2V65c4cKFCzYHbQwGA3fffTc+Pj4AeHp64unpadM/Ly+P/Px87rnnHjw8PACoqqrizjvvtHsP3t7eFBQUUFNTg7u7e4v3eivRtriIiIi0mqqqKn75y18yYcIERowY0WK7hoYG9u7da3nesiXFxcWsXbuWjh078otf/AIAd3d3evfuTV5eHqdPn7Zq/8knn9DQ0EBdXZ1VudFovOFYVVVVrFq1CoA5c+ZYymtqaiyB9su6dOkCQG1t7XWvfStRuBQREZFW0djYyOrVq7ntttt44oknrtv2wIEDXLx48bqB7+jRo8ybN48LFy7w5JNPcu+991rq5syZQ11dHYsWLWLXrl1UVFTw97//nV/96ld4eHjg7Pyfzdvy8nJOnjx53bEqKip4/PHHOX36NHFxcVbBuLGx8br3DP/ZQm8PtC0uIiIirWLDhg3k5OSwdu1a6uvrLSfEGxoagKZnJZ2cnPDw8MBoNNKzZ098fX3tXstgMPDss89y6dIlnnzySaZNm2ZVP3LkSFauXElycjKLFi0C4Pbbb2fRokX84x//oLi42NLWaDTi7u7OgAED7I5VUFDAk08+yeeff87MmTNZuHChVX3Xrl1bfJ9lc3l72RIHhUsREZE2xckj8GZP4Vuzc+dOGhsbWbJkid36MWPG4Ovry9atWzEYDJaT21+2efNmfvOb3+Dk5MQLL7zA2LFj7bb76U9/ypgxYzh+/DhOTk7cfffddOrUifXr1xMQEGBpZzQaCQ0NtVrNbPbpp5+ycuVK6urqWLhwIXFxcTZt/Pz8OHPmjN05VFVV4enpSefOne3W34oULkVERNoQR57IbmsWLVrEhQsXbMqTk5MpKirid7/7HZ07d6ayspKSkhKWLl1q0/Yvf/kLr732Gh4eHiQlJdm8q7KZwWDg/PnzjB8/3upVR5999hmVlZU88MADANTV1bFv3z67Y2VlZfHMM8/QsWNHXnrpJUaNGmV3rKCgIAoLCykvL8ff399SbjabKS4uZujQodf/Ym4xCpciIiLSKq59JvJazaeum3/xZvPmzbi5uTFw4ECrdrt27SI5OZnbb7+dP/zhD5Zf47Hn//7v//jf//1f+vXrZ3lF0OXLl3njjTfo3Lmz5f2V+/fvp66uzvIKombHjx/nueeew9nZmeTkZIKDg1sca9y4cfz1r3/lvffes3qJ+saNG6mvr7cE2fZC4VJERETalOZfyvnyNvWrr75KY2MjERERHDt2jGPHjtn0HT9+PAA///nP+ec//0lCQgI/+9nP6NKlC9u3byc/P59nnnnG8kojg8FAnz59bF5x9MYbb1BXV8ewYcOoqqqy+5vkkZGRuLq6MmDAAKKjo8nIyOD8+fMMHTqUgoICtmzZQkREBJGRkQ76Zr4bFC5FRESkzWj+pZwv//Z3ZWUlJ0+eBJp+EaelX71pDpe9e/cmJSWFN998k3fffZerV6/Sp08f3njjDYYMGWJpv2vXLqKioqyu0dDQYPm1H4PBgMFgsDvWli1bLK8gevrppwkICODDDz/kX//6F97e3jzyyCM89NBD7ep3xQE6mEymls/Pi4iIiENVV1fTvXv3mz0N+Y5ry39H7eelSyIiIiLyrVO4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERkZvmypUrPPbYY4SGhtqtz83NJTQ0lPLycgAuXrzI73//e6ZOnUpERATTpk0jLS2NhoYGm75ms5k333yTKVOmWNr+6U9/4sqVK3bHOnPmDKGhoezdu9fSPyUlhalTpxIeHs6oUaNITEwkPz/f7n1s2LCB6dOnExERwcSJE1m3bh1ms/nrfjXfWc43ewIiIiLSfqWlpZGXl9divdFopEePHvj7+9PQ0EBiYiKHDh1iwoQJ/PCHP+TgwYOsW7eOvLw8XnvtNUu/q1ev8tRTT7Fr1y5++tOf0q9fP3bv3s0bb7xBaWkpTz/9tM1YBoOBrl27MnDgQBobG1m6dCm7d+9m1KhRxMbG8sUXX7B582bmzJlDcnKyVSBOSkoiIyODn/zkJ8yYMYOjR4/y7rvvUlhYyOuvv06HDh0c+8W1YQqXIiIiclMcPnyY1NRUOnXqRH19vd02BoOB8PBwALZv386BAwdYsGABs2bNAmDKlCm4u7uzadMm9uzZYwl8H3/8MUajkfnz5/PQQw8BMHnyZH71q1+RkZHBhAkTCAoKshrLaDQSEhKCi4sLO3bsYPfu3Tz88MPMmzfP0mbChAnExsbyyiuvkJ6ebrmPjIwMJk+ezIoVKyxt/fz8WLduHR999BGjR4920LfW9mlbXERERFrdpUuXWLVqFWFhYTYhr1l1dTVFRUUMGzYMgJqaGu6++24mTpxo1W7IkCEAFBYWWsr+9re/4eLiwvTp063aNofSzMxMq/LLly+Tk5NjGWvPnj0ATJ061aqdj48P9913HyUlJZhMJqtrzZw506ptTEwMnTt3thnrVqeVSxERkTbkrb+9cLOn0KI5D6xy2LVeeeUVampqeOaZZ3jmmWfstjEYDLi6ujJo0CAAYmNjiY2NtWl39OhRAHx9fS1l+fn59O7dG1dXV6u2/v7+fO973+Pw4cNW5bm5uVy6dImwsDAAEhISmDZtGt7e3jbjnT17FgAnJyfLWB4eHvTo0cOqXZcuXejdu7fNWLc6hUsREZE2pKy6+GZP4Vv3z3/+kw8//JC1a9fSrVu3FtsZjUYGDx5Mp06dbOrq6uo4ffo0n3zyCX/84x/p168fkZGRQNNBnPPnz1tC6Zd5e3tTUVFhVWYwGLj77rvx8fEBwNPTE09PT5u+eXl55Ofnc8899+Dh4QFAVVUVd955Z4tjFRQUUFNTg7u7e4v3eivRtriIiIi0mqqqKn75y18yYcIERowY0WK7hoYG9u7da3ne8su2bNnC9OnTWbduHbfddhvLly/HxcUFaNo+B+jatavdvl26dKG2ttaqzGg0tjjWtXNftapp9XbOnDmW8pqaGpsV0mvHAmzGu5UpXIqIiEiraGxsZPXq1dx222088cQT12174MABLl682GLgCwoKYu3atSxZsoROnTrxi1/8gp07d1rGufZ/7c2jY8eOls/l5eWcPHnyuuGyoqKCxx9/nNOnTxMXF2cVjFsa59q65i309kDb4iIiItIqNmzYQE5ODmvXrqW+vt5yQrz5HZUmkwknJyc8PDwwGo307NnT6jnKa/Xr18/y3yNGjCAmJobf/OY3REREWFYsW3rHpNlsxs3NzfLZaDTi7u7OgAED7LYvKCjgySef5PPPP2fmzJksXLjQqr5r167XHQtoN1vioHApIiLSpny/e++bPYVvzc6dO2lsbGTJkiV268eMGYOvry9bt27FYDBYTm7fSPMJ7p07d2IymSzPS1ZVVdltX1VVZRVajUYjoaGhODvbxqJPP/2UlStXUldXx8KFC4mLi7Np4+fnx5kzZ1ocy9PTk86dO3+le7kVKFyKiIi0IY48kd3WLFq0iAsXLtiUJycnU1RUxO9+9zs6d+5MZWUlJSUlLF261KpdYmIin332GZs3b7YJgpcuXcLJycly+Kdfv37k5ORgNpstzz1C0xa4yWRi7NixQNPBoH379tmMBZCVlcUzzzxDx44deemllxg1apTd+woKCqKwsJDy8nL8/f0t5WazmeLiYoYOHfoVv6FbQ/t5AEBERERuqnvvvZfQ0FCbf82nrkNDQ/nRj36EwWDAzc2NgQMHWvX39fXl9OnTfPjhh1blubm55ObmEhISYtkSHzduHHV1dZYXnTd77733AIiOjgZg//791NXVWV5B1Oz48eM899xzODs78/rrr7cYLJvHuvbazTZu3Eh9fT0PPPDAV/l6bhlauRQREZE2pfmXcr68Ovnoo49iNBpZu3YtR48e5Yc//CGfffYZGRkZeHp6smzZMkvbMWPGsHXrVtatW0dFRQV9+/YlOzubjz/+mJ/97Gf88Ic/BJpeQdSnTx/uuOMOq7HeeOMN6urqGDZsGFVVVWzfvt1mnpGRkbi6ujJgwACio6PJyMjg/PnzDB06lIKCArZs2UJERITlFUntRQeTydTyEScRERFxqOrqarp3736zp9GmzJ07l/3797Nnzx4uX75MVFQUiYmJTJo0yabtF198wZtvvsnOnTs5e/Ys3bp1Y9iwYTz66KM232ttbS3r16/nH//4ByaTCT8/PyZPnsyMGTMsp7enTp1KVFQUjz/+uKVfQ0MDI0aM4PLly9ed95YtW/Dz87P0ee+99/jwww+pqqrC29ubcePG8dBDD1ltyztKW/47UrgUERFpRW05FMh3R1v+O9IzlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIi0qrWrFlDaGio3X+ZmZlWbXNzcwkNDaW8vNzmOhcuXCA6Opq33nqrxbHq6+sZPnw427ZtA6ChoYE///nPxMbG8uMf/5jIyEjmzp3Lrl277PbPzMwkLi6O4cOHM378eJKSkjh//vw3uPtbn/PNnoCIiIi0L0VFRfj6+jJ37lybugEDBlh9NhqN9OjRA39/f6tys9nMkiVLqKqquu5Y+/btw2w2ExYWBsDLL7/Mtm3bGDJkCJMnT6a2tpatW7eyePFiVq5cSXR0tKVvWloa69atIyQkhISEBCoqKti0aRN5eXm8/fbbdOnS5et+Bbc0hUsRERFpNVevXqW4uJiIiAjGjx9/w/YGg4Hw8HCrsuLiYp599lmKi4tv2N9oNNKnTx+6d+/OwYMH2bZtG2PGjGHNmjWWNlOnTmXmzJkkJyczduxYXFxcOHPmDOvXryc8PJxXX30VJ6emzd7AwEBWrlzJpk2bmDVr1n959+2DtsVFRESk1ZSVlVFXV0fv3r1v2La6upqioiKGDRtmKUtLSyMuLo7q6moefPDBG17DaDRawumePXuApjB5LXd3d0aMGMH58+c5fvw4ADt27ODy5cvExsZagiXA2LFj8fX1tdm+l//QyqWIiEgbsnXr1ps9hRZNnDjxG1/j2LFjAPTq1Qto2t52cXGhY8eONm0NBgOurq4MGjTIUnb06FGio6OJj4/n5MmTbNiwocWxTp06RVlZmSVcxsTEMHz4cO666y6btmfPngWwzCM/Px+AoKAgm7Z9+/bl448/pqamBnd396903+2JwqWIiEgbcqNnCL/rmlcGs7OzSU5O5vTp07i4uBAWFkZiYqLVs5VGo5HBgwfTqVMnS9nq1astn0+ePHndsQwGAx4eHvTv3x9oWqHs06ePTbvy8nI++eQTbr/9dsuKalVVFbfddhtubm427b29vQGoqKiwe732TuFSREREWk1RUREAhw4dYvbs2Xh6enLw4EHS09M5dOgQ77zzDn5+fjQ0NLB3714WLFhg1f/aoHkjBoOBIUOG2F0VbVZTU8OKFSuor68nISEBZ2dnS7mrq6vdPs0Hecxm81eeS3uicCkiIiKtZsyYMQQGBjJr1ixLSIuMjKR///4sX76clJQUXnzxRQ4cOMDFixdtDvN8VWazmdzcXJ566qkW25w7d47ExEQKCwuJiopi+vTplrrGxsYW+zXXXfsspvyHwqWIiIi0mnHjxtktHzlyJD4+PmRnZwNNW+I9e/bE19f3a42Tk5NDfX295RVEX1ZWVkZiYiKlpaWMHj2a1atX06FDB0u9m5sb586ds9u3ecVSz1vap3ApIiLShjQ/z9ceeXl5WbbNDQaD1Snx/5bRaCQwMBAvLy+buoMHD7JkyRJMJhMxMTEsXrzYZhXSz8+PwsJCamtrbbbHq6qqcHJyonv37l97frcyhUsREZE2xBEnstsqk8nEvHnzCAgIICkpyaquoaGBsrIyAgICqKyspKSkhKVLl37tsYxGI/fff79NeV5eHgsXLqSuro4nnniCmJgYu/379etHVlYWhw8fZvDgwVZ1BQUF9OrVy+5hH9F7LkVERKSVeHp6cuXKFXbu3MmRI0es6tLS0qipqSE6OhqDwYCbmxsDBw78WuOcOHGCiooKmy3x6upqli5ditls5vnnn28xWAJERUXh7OzM+++/b/X85Y4dO6isrLT6JR+xppVLERERaTXLli1j0aJFzJ8/n2nTpuHt7U1OTg5ZWVkEBwcTGxvL8uXLCQkJsZzc/m8ZDAY8PT3p16+fVXlqaiomk4mgoCAaGxvZvn27Td/Q0FC6deuGr68vs2fPZv369SQkJBAVFUVpaSnp6en07duXKVOmfK25tQcKlyIiItJqgoODSU1NJTU1lQ8++IDa2lr8/PyIj48nLi6OxsZGcnJySExM/Npj7Nq1i6FDh9o8R7l7926g6QXpzS9J/7KUlBS6desGwGOPPYaXlxebNm1i7dq1eHl5MWnSJOLj4/W74tfRwWQytXzWXkRERByqurpaB0HkG2vLf0d65lJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHMb5Zk9ARERE2pc1a9awbds2u3WrVq0iOjra8jk3N5f4+HgyMjLw9/fHZDKxfv16/t//+39UV1fj7u5OcHAw8fHx/OAHP7C5Xn19PVFRUSxZsoQJEybQ0NBAeno6mZmZlJWV4ezsTGBgIA899BBhYWE2/TMzM9m4cSOlpaW4ubkxcuRI5s6di4eHh8O+j1uNwqWIiIi0qqKiInx9fZk7d65N3YABA6w+G41GevTogb+/P3V1dTz++OOUlJQQHR1N3759qaioYPPmzWRnZ5Oamkrv3r2t+u/btw+z2WwJji+//DLbtm1jyJAhTJ48mdraWrZu3crixYtZuXKlVbBNS0tj3bp1hISEkJCQQEVFBZs2bSIvL4+3336bLl26fAvfznefwqWIiIi0mqtXr1JcXExERATjx4+/YXuDwUB4eDgAf/nLXyguLmbFihVMnjzZ0iYqKorZs2fzu9/9jtdee82qv9FopE+fPnTv3p2DBw+ybds2xowZw5o1ayxtpk6dysyZM0lOTmbs2LG4uLhw5swZ1q9fT3h4OK+++ipOTk1PEgYGBrJy5Uo2bdrErFmzHPGV3HL0zKWIiIi0mrKyMurq6mxWGO2prq6mqKiIYcOGAbB7925cXFyYMGGCVbvAwEB69erF/v37ba5hNBot4XTPnj1AU5i8lru7OyNGjOD8+fMcP34cgB07dnD58mViY2MtwRJg7Nix+Pr6kpmZ+V/cdfuilUsREZE2JH3Sn2/2FFo0Y8vMb3yNY8eOAdCrVy8AzGYzLi4udOzY0aatwWDA1dWVQYMGAfDiiy9y9uxZm7aNjY188cUXViEQ4NSpU5SVlVnCZUxMDMOHD+euu+6yGevs2bMAlmvn5+cDEBQUZNO2b9++fPzxx9TU1ODu7v7Vb76dULgUERFpQypzT9/sKXyrmlcGs7OzSU5O5vTp07i4uBAWFkZiYiL+/v6WtkajkcGDB9OpUycA7rjjDu644w6ba+7YsYN///vfDB8+3KrcYDDg4eFB//79gaYVyj59+tj0Ly8v55NPPuH222+3rKhWVVVx22234ebmZtPe29sbgIqKCrvXa+8ULkVERKTVFBUVAXDo0CFmz56Np6cnBw8eJD09nUOHDvHOO+/g5+dHQ0MDe/fuZcGCBde9XnFxMWvXrqVjx4784he/sKozGAwMGTLE7qpos5qaGlasWEF9fT0JCQk4Oztbyl1dXe32aT7IYzabv/J9tycKlyIiItJqxowZQ2BgILNmzbKEtMjISPr378/y5ctJSUnhxRdf5MCBA1y8eNGypW3P0aNHWbhwIRcuXGDZsmXce++9ljqz2Uxubi5PPfVUi/3PnTtHYmIihYWFREVFMX36dEtdY2Nji/2a6768DS9NFC5FRESk1YwbN85u+ciRI/Hx8SE7Oxto2hLv2bMnvr6+dtsbDAaeffZZLl26xJNPPsm0adOs6nNycqivr7f77kpoOliUmJhIaWkpo0ePZvXq1XTo0MFS7+bmxrlz5+z2bV6x1POW9ilcioiItCF3DrIfptoDLy8vy7a5wWCwnBL/ss2bN/Ob3/wGJycnXnjhBcaOHWvTxmg0EhgYiJeXl03dwYMHWbJkCSaTiZiYGBYvXmyzCunn50dhYSG1tbU22+NVVVU4OTnRvXv3r3urtzSFSxERkTbEESey2yqTycS8efMICAggKSnJqq6hoYGysjICAgKorKykpKSEpUuX2lzjL3/5C6+99hoeHh4kJSVx33332R3LaDRy//3325Tn5eWxcOFC6urqeOKJJ4iJibHbv1+/fmRlZXH48GEGDx5sVVdQUECvXr3sHvYRvedSREREWomnpydXrlxh586dHDlyxKouLS2NmpoaoqOjMRgMuLm5MXDgQKs2u3btIjk5mdtvv50333yzxWB54sQJKioqbLbEq6urWbp0KWazmeeff77FYAlNL2Z3dnbm/ffft3r+cseOHVRWVlr9ko9Y08qliIiItJply5axaNEi5s+fz7Rp0/D29iYnJ4esrCyCg4OJjY1l+fLlhISEWE5uN3v11VdpbGwkIiKCY8eOWd6Zea3x48djMBjw9PSkX79+VnWpqamYTCaCgoJobGxk+/btNv1DQ0Pp1q0bvr6+zJ49m/Xr15OQkEBUVBSlpaWkp6fTt29fpkyZ4tgv5hbSwWQytXwcSkRERByqurq63T+rV1hYSGpqKgcOHKC2thY/Pz/GjRtHXFwcTk5OREVFkZiYyKRJkyx9KisrbX6Zx549e/awYMECvLy8eOGFF6zqJk2aREVFxXX7p6SkEBwcbPm8efNmNm3axKlTp/Dy8mL48OHEx8fj4eHx3920g7XlvyOFSxERkVbUlkOBfHe05b8jPXMpIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIO43yzJyAiIiLty5o1a9i2bZvdulWrVhEdHW35nJubS3x8PBkZGfj7+3Px4kXS0tLIysqiqqoKHx8foqOjiYuLw9nZNtbU19cTFRXFkiVLmDBhAg0NDaSnp5OZmUlZWRnOzs4EBgby0EMPERYWZtM/MzOTjRs3UlpaipubGyNHjmTu3Ll4eHg47gu5xShcioiISKsqKirC19eXuXPn2tQNGDDA6rPRaKRHjx74+/vT0NBAYmIihw4dYsKECfzwhz/k4MGDrFu3jry8PF577TWb6+3btw+z2WwJji+//DLbtm1jyJAhTJ48mdraWrZu3crixYtZuXKlVbBNS0tj3bp1hISEkJCQQEVFBZs2bSIvL4+3336bLl26OPibuTUoXIqIiEiruXr1KsXFxURERDB+/PgbtjcYDISHhwOwfft2Dhw4wIIFC5g1axYAU6ZMwd3dnU2bNrFnzx5CQ0Ot+huNRvr06UP37t05ePAg27ZtY8yYMaxZs8bSZurUqcycOZPk5GTGjh2Li4sLZ86cYf369YSHh/Pqq6/i5NT0JGFgYCArV65k06ZNljmINT1zKSIiIq2mrKyMuro6evfufcO21dXVFBUVMWzYMABqamq4++67mThxolW7IUOGAFBYWGhzDaPRaAmne/bsAZrC5LXc3d0ZMWIE58+f5/jx4wDs2LGDy5cvExsbawmWAGPHjsXX15fMzMyvesvtjlYuRURE2pDRmVU3ewot+r9o7298jWPHjgHQq1cvAMxmMy4uLnTs2NGmrcFgwNXVlUGDBgEQGxtLbGysTbujR48C4Ovra1V+6tQpysrKLOEyJiaG4cOHc9ddd9lc4+zZswCWeeTn5wMQFBRk07Zv3758/PHH1NTU4O7u/hXuun1RuBQREWlD9lZfvtlT+FY1rwxmZ2eTnJzM6dOncXFxISwsjMTERPz9/S1tjUYjgwcPplOnTjbXqaur4/Tp03zyySf88Y9/pF+/fkRGRlq1MRgMeHh40L9/f6BphbJPnz421yovL+eTTz7h9ttvt6yoVlVVcdttt+Hm5mbT3tu7KWRXVFTYvV57p3ApIiIiraaoqAiAQ4cOMXv2bDw9PTl48CDp6ekcOnSId955Bz8/PxoaGti7dy8LFiywe50tW7bwyiuvAPC9732P5cuX4+LiYtXGYDAwZMgQu6uizWpqalixYgX19fUkJCRYTpzX1NTg6upqt0/zQR6z2fzf3Xw7oWcuRUREpNWMGTOGRx99lD/+8Y9MmjSJyMhIFi5cyJo1a/jiiy9ISUkB4MCBA1y8eNGypf1lQUFBrF27liVLltCpUyd+8YtfsHPnTku92WwmNze3xf4A586dY+HChRQWFhIVFcX06dMtdY2NjS32a6679llM+Q+tXIqIiEirGTdunN3ykSNH4uPjQ3Z2NtC0Jd6zZ0+b5yib9evXz/LfI0aMICYmht/85jdEREQAkJOTQ319vd13V0LTwaLExERKS0sZPXo0q1evpkOHDpZ6Nzc3zp07Z7dv84qlnre0T+FSRESkDQnp7nLjRrcoLy8vy7a5wWCwnBK/ER8fH+677z527tyJyWTC09MTo9FIYGAgXl5eNu0PHjzIkiVLMJlMxMTEsHjxYptVSD8/PwoLC6mtrbXZHq+qqsLJyYnu3bt/zTu9tSlcioiItCGOOJHdVplMJubNm0dAQABJSUlWdQ0NDZSVlREQEEBlZSUlJSUsXbrUqk1iYiKfffYZmzdvtvk1nkuXLuHk5GQ5/GM0Grn//vtt5pCXl8fChQupq6vjiSeeICYmxu5c+/XrR1ZWFocPH2bw4MFWdQUFBfTq1cvuYR/RM5ciIiLSSjw9Pbly5Qo7d+7kyJEjVnVpaWnU1NQQHR2NwWDAzc2NgQMHWrXx9fXl9OnTfPjhh1blubm55ObmEhISQteuXTlx4gQVFRU2W+LV1dUsXboUs9nM888/32KwBIiKisLZ2Zn333/f6vnLHTt2UFlZafVLPmJNK5ciIiLSapYtW8aiRYuYP38+06ZNw9vbm5ycHLKysggODiY2Npbly5cTEhJiszr56KOPYjQaWbt2LUePHuWHP/whn332GRkZGXh6erJs2TKgaUvd09PT6rlMgNTUVEwmE0FBQTQ2NrJ9+3ab+YWGhtKtWzd8fX2ZPXs269evJyEhgaioKEpLS0lPT6dv375MmTLl2/uSvuM6mEymlo9DiYiIiENVV1e3+2f1CgsLSU1N5cCBA9TW1uLn58e4ceOIi4vDycmJqKgoEhMTmTRpkk3fL774gjfffJOdO3dy9uxZunXrxrBhw3j00Uct3+uCBQvw8vLihRdesOo7adIkKioqrju3lJQUgoODLZ83b97Mpk2bOHXqFF5eXgwfPpz4+Hg8PDy++RfxDbTlvyOFSxERkVbUlkOBfHe05b8jPXMpIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiKtas2aNYSGhtr9l5mZadU2NzeX0NBQysvL7V7r97//PaGhoezbt89ufX19PcOHD2fbtm0ANDQ08Oc//5nY2Fh+/OMfExkZydy5c9m1a5fd/pmZmcTFxTF8+HDGjx9PUlIS58+f/wZ3f+tzvtkTEBERkfalqKgIX19f5s6da1M3YMAAq89Go5EePXrg7+9v03b//v28//771x1r3759mM1mwsLCAHj55ZfZtm0bQ4YMYfLkydTW1rJ161YWL17MypUriY6OtvRNS0tj3bp1hISEkJCQQEVFBZs2bSIvL4+3336bLl26fJ3bv+UpXIqIiEiruXr1KsXFxURERDB+/PgbtjcYDISHh9uUX7hwgeeffx5nZ2fq6+tb7G80GunTpw/du3fn4MGDbNu2jTFjxrBmzRpLm6lTpzJz5kySk5MZO3YsLi4unDlzhvXr1xMeHs6rr76Kk1PTZm9gYCArV65k06ZNzJo162t8A7c+bYuLiIhIqykrK6Ouro7evXvfsG11dTVFRUUMGzbMpu7Xv/41V69eZcqUKde9htFotITTPXv2AE1h8lru7u6MGDGC8+fPc/z4cQB27NjB5cuXiY2NtQRLgLFjx+Lr62uzfS//oZVLERGRNsT1hXk3ewotql217htf49ixYwD06tULALPZjIuLCx07drRpazAYcHV1ZdCgQVblf//73/m///s/fvvb33LgwIEWxzp16hRlZWWWcBkTE8Pw4cO56667bNqePXsWwDKP/Px8AIKCgmza9u3bl48//piamhrc3d1vdMvtjsKliIhIG9KxuOBmT+Fb1bwymJ2dTXJyMqdPn8bFxYWwsDASExOtnq00Go0MHjyYTp06WcrKy8tZu3YtMTExhIaGXjdcGgwGPDw86N+/P9C0QtmnTx+bduXl5XzyySfcfvvtlhXVqqoqbrvtNtzc3Gzae3t7A1BRUWH3eu2dwqWIiIi0mqKiIgAOHTrE7Nmz8fT05ODBg6Snp3Po0CHeeecd/Pz8aGhoYO/evSxYsMDS98qVKzz//PP4+Pgwb96NV3gNBgNDhgyxuyrarKamhhUrVlBfX09CQgLOzs6WcldXV7t9mg/ymM3mr3zf7YnCpYiIiLSaMWPGEBgYyKxZsywhLTIykv79+7N8+XJSUlJ48cUXOXDgABcvXrQ6zPPOO+9QUFDAO++8Q+fOna87jtlsJjc3l6eeeqrFNufOnSMxMZHCwkKioqKYPn26pa6xsbHFfs111z6LKf+hcCkiIiKtZty4cXbLR44ciY+PD9nZ2UDTlnjPnj3x9fUFmp6BfPvtt5k5cybe3t6YTCbgP6uHNTU1mEwmPDw8cHJyIicnh/r6essriL6srKyMxMRESktLGT16NKtXr6ZDhw6Wejc3N86dO2e3b/OYet7SPoVLERGRNuRK7743ewo3jZeXl2Xb3GAwWJ0SNxqNXLlyhffee4/33nvPpu/SpUsB2LJlC35+fhiNRgIDA/Hy8rJpe/DgQZYsWYLJZCImJobFixfbrEL6+flRWFhIbW2tzfZ4VVUVTk5OdO/e/Rvf861I4VJERKQNccSJ7LbKZDIxb948AgICSEpKsqpraGigrKyMgIAAKisrKSkpsQRGgAceeICBAwfaXPNvf/sb27dvZ9GiRdxzzz1069YNaAqj999/v037vLw8Fi5cSF1dHU888QQxMTF259qvXz+ysrI4fPgwgwcPtqorKCigV69edg/7iN5zKSIiIq3E09OTK1eusHPnTo4cOWJVl5aWRk1NDdHR0RgMBtzc3KzCpL+/v92fi2w+XR4YGEhoaCidO3fmxIkTVFRU2GyJV1dXs3TpUsxmM88//3yLwRIgKioKZ2dn3n//favnL3fs2EFlZaXVL/mINa1cioiISKtZtmwZixYtYv78+UybNg1vb29ycnLIysoiODiY2NhYli9fTkhIiOXk9n/LYDDg6elJv379rMpTU1MxmUwEBQXR2NjI9u3bbfqGhobSrVs3fH19mT17NuvXrychIYGoqChKS0tJT0+nb9++N3x5e3umcCkiIiKtJjg4mNTUVFJTU/nggw+ora3Fz8+P+Ph44uLiaGxsJCcnh8TExK89xq5duxg6dKjNc5S7d+8Gmg4HNb8k/ctSUlIsW+uPPfYYXl5ebNq0ibVr1+Ll5cWkSZOIj4/X74pfRweTydTyWXsRERFxqOrqah0EkW+sLf8d6ZlLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEY55s9AREREWlf1qxZw7Zt2+zWrVq1iujoaMvn3Nxc4uPjycjIwN/fn+3bt/Pcc8/Z7fvAAw/Y1NXX1xMVFcWSJUuYMGECDQ0NpKenk5mZSVlZGc7OzgQGBvLQQw8RFhZmc83MzEw2btxIaWkpbm5ujBw5krlz5+Lh4fENvoFbm8KliIiItKqioiJ8fX2ZO3euTd2AAQOsPhuNRnr06IG/vz8Ax48fB+Dpp5+mc+fOVm2b21xr3759mM1mS3B8+eWX2bZtG0OGDGHy5MnU1taydetWFi9ezMqVK62CbVpaGuvWrSMkJISEhAQqKirYtGkTeXl5vP3223Tp0uWbfRG3KIVLERERaTVXr16luLiYiIgIxo8ff8P2BoOB8PBwy+fjx4/j5eXFpEmTvtJ4RqORPn360L17dw4ePMi2bdsYM2YMa9assbSZOnUqM2fOJDk5mbFjx+Li4sKZM2dYv3494eHhvPrqqzg5NT1JGBgYyMqVK9m0aROzZs36726+ndAzlyIiItJqysrKqKuro3fv3jdsW11dTVFREcOGDbOUFRUV0atXr688ntFotITTPXv2AE1h8lru7u6MGDGC8+fPW1ZGd+zYweXLl4mNjbUES4CxY8fi6+tLZmbmV55De6OVSxERkTakNmfxzZ5Ci1wHJ3/jaxw7dgzAEhDNZjMuLi507NjRpq3BYMDV1ZVBgwYBcPbsWT7//HOioqIAuHz5Mo2NjXTq1MnuWKdOnaKsrMwSLmNiYhg+fDh33XWXTduzZ88CWOaRn58PQFBQkE3bvn378vHHH1NTU4O7u/tXv/l2QuFSRESkDbl6vvBmT+Fb1bwymJ2dTXJyMqdPn8bFxYWwsDASExOtnps0Go0MHjzYEh6b+1ZWVjJr1iyOHz/O1atXuffee5k/fz4hISFWYxkMBjw8POjfvz/QtELZp08fmzmVl5fzySefcPvtt1tWVKuqqrjttttwc3Ozae/t7Q1ARUWF3eu1d9oWFxERkVZTVFQEwKFDh5g9ezZJSUnMmDGDXbt28cgjj1BRUQFAQ0MDe/futXresrlvXl4eo0aNIikpiYULF1JZWcnChQvZuXOn1VgGg4EhQ4bYXRVtVlNTw4oVK6ivr+fRRx/F2dnZUu7q6mq3T/NBHrPZ/DW/hVubVi5FRESk1YwZM4bAwEBmzZplCWmRkZH079+f5cuXk5KSwosvvsiBAwe4ePGiVbjs27cvs2fPJjo6mu9///uW8p/85CfExsby61//mmHDhuHk5ITZbCY3N5ennnqqxbmcO3eOxMRECgsLiYqKYvr06Za6xsbGFvs11137LKb8h8KliIiItJpx48bZLR85ciQ+Pj5kZ2cDTVviPXv2xNfX19Jm0KBBlucvr+Xr68uIESPYvn07JSUl9O7dm5ycHOrr6+2+uxKaDhYlJiZSWlrK6NGjWb16NR06dLDUu7m5ce7cObt9m1cs9bylfQqXIiIibYiTR+DNnsJN4+XlZdn6NhgMVqfEb6Rbt24AXLx4EWgKp4GBgXh5edm0PXjwIEuWLMFkMhETE8PixYttViH9/PwoLCyktrbWZnu8qqoKJycnunfv/l/dX3uhcCkiItKGOOJEdltlMpmYN28eAQEBJCUlWdU1NDRQVlZGQEAAlZWVlJSUsHTpUqs2S5Ys4bPPPmPDhg02LzAvKSkBICAgAGgKl/fff7/NHPLy8li4cCF1dXU88cQTxMTE2J1rv379yMrK4vDhwwwePNiqrqCggF69etk97CM60CMiIiKtxNPTkytXrrBz506OHDliVZeWlkZNTQ3R0dEYDAbc3NwYOHCgVZs77riDU6dOsWXLFqvyffv2YTQaGTZsGF5eXpw4cYKKigqbLfHq6mqWLl2K2Wzm+eefbzFYAkRFReHs7Mz7779v9fzljh07qKystPolH7GmlUsRERFpNcuWLWPRokXMnz+fadOm4e3tTU5ODllZWQQHBxMbG8vy5csJCQmxnNxu9thjj2E0Gnn99dc5fvw4/fr1o6SkhA8++IDu3btbVjoNBgOenp7069fPqn9qaiomk4mgoCAaGxvZvn27zfxCQ0Pp1q0bvr6+zJ49m/Xr15OQkEBUVBSlpaWkp6fTt29fpkyZ8u19Sd9xHUwmU8vHoURERMShqqur2/2zeoWFhaSmpnLgwAFqa2vx8/Nj3LhxxMXF4eTkRFRUFImJiXZ/4vHzzz/nrbfewmAw8Pnnn+Pl5cWwYcN47LHHLN/rggUL8PLy4oUXXrDqO2nSJMurjlqSkpJCcHCw5fPmzZvZtGkTp06dwsvLi+HDhxMfH4+Hh8c3/yK+gbb8d6RwKSIi0oraciiQ7462/HekZy5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGGcb/YEREREpH1Zs2YN27Zts1u3atUqoqOjLZ9zc3OJj48nIyMDf39/AHbt2sV7771HYWEhHTt25N5772Xu3Ln069fP5nr19fVERUWxZMkSJkyYQENDA+np6WRmZlJWVoazszOBgYE89NBDhIWF2fTPzMxk48aNlJaW4ubmxsiRI5k7dy4eHh4O+jZuPQqXIiIi0qqKiorw9fVl7ty5NnUDBgyw+mw0GunRo4clWG7dupWXXnqJ3r17M3fuXGpra9m4cSPx8fG89dZb9O3b16r/vn37MJvNluD48ssvs23bNoYMGcLkyZOpra1l69atLF68mJUrV1oF27S0NNatW0dISAgJCQlUVFSwadMm8vLyePvtt+nSpYujv5pbgsKliIiItJqrV69SXFxMREQE48ePv2F7g8FAeHg4AFVVVbzyyisEBgby5ptvWsLdqFGjmDFjBn/4wx944403rPobjUb69OlD9+7dOXjwINu2bWPMmDGsWbPG0mbq1KnMnDmT5ORkxo4di4uLC2fOnGH9+vWEh4fz6quv4uTU9CRhYGAgK1euZNOmTcyaNctRX8stReFSRESkDXnrby/c7Cm0aM4Dq77xNcrKyqirq6N37943bFtdXU1RURGLFi0C4O9//ztms5lFixZZrRp+//vfZ9GiRTQ0NNhcw2g0MmrUKAD27NkDNIXJa7m7uzNixAg2btzI8ePH6du3Lzt27ODy5cvExsZagiXA2LFjWbduHZmZmQqXLVC4FBERaUPKqotv9hS+VceOHQOgV69eAJjNZlxcXOjYsaNNW4PBgKurK4MGDQIgJycHd3d3fvSjHwHQ0NBAQ0MDXbp0YcaMGTb9T506RVlZmWXlMyYmhuHDh3PXXXfZtD179iyAZR75+fkABAUF2bTt27cvH3/8MTU1Nbi7u/93X0A7oNPiIiIi0mqOHz8OQHZ2NhMnTmT48OEMHz6cJUuWUF5ebtXWaDQyePBgOnXqBMCJEye48847+eyzz0hISCAiIoLhw4cTGxuLwWCwGctgMODh4UH//v2BphXKPn360LlzZ6t25eXlfPLJJ9x+++2WFdWqqipuu+023NzcbK7r7e0NQEVFxTf8Nm5NCpciIiLSaoqKigA4dOgQs2fPJikpiRkzZrBr1y4eeeQRS2BraGhg7969llVHgPPnz3P+/HnmzJmDp6cna9asYdmyZVy8eJEnn3ySTz75xGosg8HAkCFD7K6KNqupqWHFihXU19fz6KOP4uzsbCl3dXW126d5S95sNn/t7+FWpm1xERERaTVjxowhMDCQWbNmWUJaZGQk/fv3Z/ny5aSkpPDiiy9y4MABLl68aBUuL1++TFVVFdOnT2fJkiWW8uHDhzNjxgxeeeUVRowYQYcOHTCbzeTm5vLUU0+1OJdz586RmJhIYWEhUVFRTJ8+3VLX2NjYYr/mumufxZT/ULgUERFpQ77f/cYHXb7Lxo0bZ7d85MiR+Pj4kJ2dDTRtiffs2RNfX19Lmy5dunDx4kWb5yu9vb0ZPnw427dv58SJE/Ts2ZOcnBzq6+vtvrsSmg4WJSYmUlpayujRo1m9ejUdOnSw1Lu5uXHu3Dm7fZtXLPW8pX0KlyIiIm2II05kf1d5eXlZts0NBgPDhg2zqvfx8eGzzz6jW7duNn2by2pqaoCmcBoYGIiXl5dN24MHD7JkyRJMJhMxMTEsXrzYZhXSz8+PwsJCamtrbbbHq6qqcHJyonv37l//Zm9hWs8VERGRVmEymXjwwQdZtmyZTV1DQwNlZWUEBARQWVlJSUmJ1ZY4/OfkdnMAvdapU6cALCudRqPRJpwC5OXlkZCQwPnz53niiSd44okn7G5vN//az+HDh23qCgoK6NWrl93DPqJwKSIiIq3E09OTK1eusHPnTo4cOWJVl5aWRk1NDdHR0RgMBtzc3Bg4cKBVm5/+9KcArF+/nitXrljKi4uL+X//7/8RHBzMHXfcwYkTJ6ioqLDZEq+urmbp0qWYzWaef/55YmJiWpxrVFQUzs7OvP/++1bPX+7YsYPKykqrX/IRa9oWFxERkVazbNkyFi1axPz585k2bRre3t7k5OSQlZVFcHAwsbGxLF++nJCQEMvJ7WY/+tGPmDlzJn/+85+ZM2cO48eP5+zZs6Snp9O5c2fLIR+DwYCnp6fNb42npqZiMpkICgqisbGR7du328wvNDSUbt264evry+zZs1m/fj0JCQlERUVRWlpKeno6ffv2ZcqUKd/el/Qd18FkMrV8HEpEREQcqrq6ut0/q1dYWEhqaioHDhygtrYWPz8/xo0bR1xcHE5OTkRFRZGYmMikSZPs9v/b3/7Gpk2b+Oyzz+jSpQvBwcHMnTuXH/zgBwAsWLAALy8vXnjB+teOJk2adMN3U6akpBAcHGz5vHnzZjZt2sSpU6fw8vJi+PDhxMfH4+Hh8Y2+g2+qLf8dKVyKiIi0orYcCuS7oy3/HemZSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRjnmz0BERERaV/WrFnDtm3b7NatWrWK6Ohoy+fc3Fzi4+PJyMhg3rx5nD59+rrX3rJlC35+fpbP9fX1REVFsWTJEiZMmEBDQwPp6elkZmZSVlaGs7MzgYGBPPTQQ4SFhdlcLzMzk40bN1JaWoqbmxsjR45k7ty5eHh4fM27v/UpXIqIiEirKioqwtfXl7lz59rUDRgwwOqz0WikR48e+Pv7k5iYSG1trU2fI0eOsHHjRoKCgvD29raq27dvH2az2RIcX375ZbZt28aQIUOYPHkytbW1bN26lcWLF7Ny5UqrYJuWlsa6desICQkhISGBiooKNm3aRF5eHm+//TZdunRxxNdxy1G4FBERkVZz9epViouLiYiIYPz48TdsbzAYCA8PByAyMtKm/uLFi6SmpuLp6cmvfvUrnJ2to43RaKRPnz50796dgwcPsm3bNsaMGcOaNWssbaZOncrMmTNJTk5m7NixuLi4cObMGdavX094eDivvvoqTk5NTxIGBgaycuVKNm3axKxZs77BN3Hr0jOXIiIi0mrKysqoq6ujd+/eN2xbXV1NUVERw4YNa7FNSkoKZWVlLF68GB8fH5t6o9FoCad79uwBmsLktdzd3RkxYgTnz5/n+PHjAOzYsYPLly8TGxtrCZYAY8eOxdfXl8zMzBvfbDullUsREZE2ZOvWrTd7Ci2aOHHiN77GsWPHAOjVqxcAZrMZFxcXOnbsaNPWYDDg6urKoEGD7F6rpKSEzZs3M3DgQO6//36b+lOnTlFWVmYJlzExMQwfPpy77rrLpu3Zs2cBLPPIz88HICgoyKZt3759+fjjj6mpqcHd3f2G99zeKFyKiIi0IVVVVTd7Ct+q5pXB7OxskpOTOX36NC4uLoSFhZGYmIi/v7+lrdFoZPDgwXTq1Mnutd566y2uXLnCggUL7NYbDAY8PDzo378/0LRC2adPH5t25eXlfPLJJ9x+++2WFdWqqipuu+023NzcbNo3P9dZUVFh93rtncKliIiItJqioiIADh06xOzZs/H09OTgwYOkp6dz6NAh3nnnHfz8/GhoaGDv3r0tBsfTp0/zySefEBwcbHMIqJnBYGDIkCF2V0Wb1dTUsGLFCurr60lISLA8s1lTU4Orq6vdPs0Hecxm81e+7/ZE4VJERERazZgxYwgMDGTWrFmWkBYZGUn//v1Zvnw5KSkpvPjiixw4cICLFy9atrS/LCMjgytXrrR4qMZsNpObm8tTTz3V4lzOnTtHYmIihYWFREVFMX36dEtdY2Nji/2a6659FlP+Q+FSREREWs24cePslo8cORIfHx+ys7OBpi3xnj174uvra7d9VlYWXl5ehIaG2q3Pycmhvr7e7rsroelgUWJiIqWlpYwePZrVq1fToUMHS72bmxvnzp2z27d5xVLPW9qncCkiItKGfPk9je2Jl5eXZdvcYDC0eEr8xIkTlJaWMn369Ba3vI1GI4GBgXh5ednUHTx4kCVLlmAymYiJiWHx4sU2q5B+fn4UFhZSW1trsz1eVVWFk5MT3bt3/zq3ectTuBQREWlDHHEiu60ymUzMmzePgIAAkpKSrOoaGhooKysjICCAyspKSkpKWLp0qd3r5ObmAjB06NAWxzIajXZPkOfl5bFw4ULq6up44okniImJsdu/X79+ZGVlcfjwYQYPHmxVV1BQQK9evewe9hG951JERERaiaenJ1euXGHnzp0cOXLEqi4tLY2amhqio6MxGAy4ubkxcOBAu9dp7nvvvffarT9x4gQVFRU2W+LV1dUsXboUs9nM888/32KwBIiKisLZ2Zn333/f6vnLHTt2UFlZafVLPmJNK5ciIiLSapYtW8aiRYuYP38+06ZNw9vbm5ycHLKysggODiY2Npbly5cTEhJi82s7zU6ePEnnzp3p1q2b3XqDwYCnpyf9+vWzKk9NTcVkMhEUFERjYyPbt2+36RsaGkq3bt3w9fVl9uzZrF+/noSEBKKioigtLSU9PZ2+ffsyZcqUb/5l3KIULkVERKTVBAcHk5qaSmpqKh988AG1tbX4+fkRHx9PXFwcjY2N5OTkkJiY2OI1TCbTdQ/T7Nq1i6FDh9o8R7l7926g6QXpzS9J/7KUlBRLaH3sscfw8vJi06ZNrF27Fi8vLyZNmkR8fLx+V/w6OphMppbP2ouIiIhDVVdX6yCIfGNt+e9Iz1yKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMM43+wJiIiISPuyZs0atm3bZrdu1apVREdHWz7n5uYSHx9PRkYG/v7+XLx4kTfffJNPPvmEf//733h5eTFixAgef/xx3N3dba5XX19PVFQUS5YsYcKECTQ0NJCenk5mZiZlZWU4OzsTGBjIQw89RFhYmE3/zMxMNm7cSGlpKW5ubowcOZK5c+fi4eHhuC/kFqNwKSIiIq2qqKgIX19f5s6da1M3YMAAq89Go5EePXrg7+9PQ0MDCxYs4PDhw4wZM4b77ruPI0eOsHnzZvLy8nj77bfp3LmzVf99+/ZhNpstwfHll19m27ZtDBkyhMmTJ1NbW8vWrVtZvHgxK1eutAq2aWlprFu3jpCQEBISEqioqGDTpk2Wsbp06fItfDvffQqXIiIi0mquXr1KcXExERERjB8//obtDQYD4eHhAPzrX//i8OHDTJkyhaeeesrSxsfHh7feeou//e1vTJkyxaq/0WikT58+dO/enYMHD7Jt2zbGjBnDmjVrLG2mTp3KzJkzSU5OZuzYsbi4uHDmzBnWr19PeHg4r776Kk5OTU8SBgYGsnLlSjZt2sSsWbMc8ZXccvTMpYiIiLSasrIy6urq6N279w3bVldXU1RUxLBhwwAoLS0F4Mc//rFVu8jISACOHj1qcw2j0WgJp3v27AGawuS13N3dGTFiBOfPn+f48eMA7Nixg8uXLxMbG2sJlgBjx47F19eXzMzMr3K77ZJWLkVERNqQ9El/vtlTaNGMLTO/8TWOHTsGQK9evQAwm824uLjQsWNHm7YGgwFXV1cGDRoEwF133QXAZ599ZhUwT548CYC3t7dV/1OnTlFWVmYJlzExMQwfPtxynWudPXsWwDKP/Px8AIKCgmza9u3bl48//piamhq7z3m2dwqXIiIibUhl7umbPYVvVfPKYHZ2NsnJyZw+fRoXFxfCwsJITEzE39/f0tZoNDJ48GA6deoEwPDhwxkxYgTvvPMOd9xxB4MGDaKoqIhXX30Vb29vJk6caDWWwWDAw8OD/v37A00rlH369LGZU3l5OZ988gm33367ZUW1qqqK2267DTc3N5v2zSG2oqLC7vXaO4VLERERaTVFRUUAHDp0iNmzZ+Pp6cnBgwdJT0/n0KFDvPPOO/j5+dHQ0MDevXtZsGCBpW/Hjh157LHHKC0t5fnnn7eUe3l5kZKSwh133GE1lsFgYMiQIXZXRZvV1NSwYsUK6uvrSUhIwNnZ2VLu6upqt0/zQR6z2fy1voNbnZ65FBERkVYzZswYHn30Uf74xz8yadIkIiMjWbhwIWvWrOGLL74gJSUFgAMHDnDx4kXLljY0nfx+5JFHqKqqIj4+nrVr15KQkMDVq1eJj4+3bLlDU/DLzc216v9l586dY+HChRQWFhIVFcX06dMtdY2NjS32a6679llM+Q+tXIqIiEirGTdunN3ykSNH4uPjQ3Z2NtC0Jd6zZ098fX0tbVJSUmhoaCAlJcWy1Q1N2+VxcXH88pe/5N133wUgJyeH+vp6u++uhKaDRYmJiZSWljJ69GhWr15Nhw4dLPVubm6cO3fObt/mFUs9b2mfwqWIiEgbcucg3xs3ukV5eXlZts0NBoPllHiz48eP84Mf/MAqWELTQZ/77ruPXbt2WQ7ZGI1GAgMD8fLyshnn4MGDLFmyBJPJRExMDIsXL7ZZhfTz86OwsJDa2lqb7fGqqiqcnJzo3r27I277lqNwKSIi0oY44kR2W2UymZg3bx4BAQEkJSVZ1TU0NFBWVkZAQACVlZWUlJSwdOlSqzYuLi5cvXrV7rWby5u3rI1GI/fff79Nu7y8PBYuXEhdXR1PPPEEMTExdq/Xr18/srKyOHz4MIMHD7aqKygooFevXnYP+4ieuRQREZFW4unpyZUrV9i5cydHjhyxqktLS6Ompobo6GgMBgNubm4MHDjQqs2wYcM4ceIEu3btsio/fvw4ubm59O3bl9tuu40TJ05QUVFhsyVeXV3N0qVLMZvNPP/88y0GS4CoqCicnZ15//33rZ6/3LFjB5WVlVa/5CPWtHIpIiIirWbZsmUsWrSI+fPnM23aNLy9vcnJySErK4vg4GBiY2NZvnw5ISEhlpPbzebPn8/+/ftZunQpEydO5J577qGsrIwPPvgAZ2dnli9fDjRtqXt6etKvXz+r/qmpqZhMJoKCgmhsbGT79u028wsNDaVbt274+voye/Zs1q9fT0JCAlFRUZSWlpKenk7fvn1tfglI/qODyWRq+TiUiIiIOFR1dXW7f1avsLCQ1NRUDhw4QG1tLX5+fowbN464uDicnJyIiooiMTGRSZMm2fT9/PPPSU1NZefOnXz++efcfvvtDB48mMcee8zycvQFCxbg5eXFCy+8YNV30qRJVFRUXHduKSkpBAcHWz5v3ryZTZs2cerUKby8vBg+fDjx8fF4eHh88y/iG2jLf0cKlyIiIq2oLYcC+e5oy39HeuZSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBzG+WZPQERERNqXNWvWsG3bNrt1q1atIjo62vI5NzeX+Ph4MjIy8Pf359y5c7z55pt88sknXLhwge9///tMnDiRn/3sZzg52a6Z1dfXExUVxZIlS5gwYQINDQ2kp6eTmZlJWVkZzs7OBAYG8tBDDxEWFmbTPzMzk40bN1JaWoqbmxsjR45k7ty5eHh4OO4LucUoXIqIiEirKioqwtfXl7lz59rUDRgwwOqz0WikR48e+Pv7c+HCBR577DFOnDhBZGQkoaGhHDt2jNdee439+/fz8ssv06FDB6v++/btw2w2W4Ljyy+/zLZt2xgyZAiTJ0+mtraWrVu3snjxYlauXGkVbNPS0li3bh0hISEkJCRQUVHBpk2byMvL4+2336ZLly7fwrfz3adwKSIiIq3m6tWrFBcXExERwfjx42/Y3mAwEB4eDsA777zDiRMnmDVrFgsWLLC06dOnD0lJSfz973/ngQcesOpvNBrp06cP3bt35+DBg2zbto0xY8awZs0aS5upU6cyc+ZMkpOTGTt2LC4uLpw5c4b169cTHh7Oq6++alkVDQwMZOXKlWzatIlZs2Y54iu55eiZSxEREWk1ZWVl1NXV0bt37xu2ra6upqioiGHDhgHwz3/+k65du/Loo49atZsyZQq33347GRkZNtcwGo2WcLpnzx6gKUxey93dnREjRnD+/HmOHz8OwI4dO7h8+TKxsbFW2+1jx47F19eXzMzM/+Ku2xetXIqIiLQhozOrbvYUWvR/0d7f+BrHjh0DoFevXgCYzWZcXFzo2LGjTVuDwYCrqyuDBg0C4MyZM9x9990229FOTk74+/tTWFhIY2OjZWv81KlTlJWVWcJlTEwMw4cP56677rIZ6+zZswCWeeTn5wMQFBRk07Zv3758/PHH1NTU4O7u/t9/Cbc4hUsREZE2ZG/15Zs9hW9V88pgdnY2ycnJnD59GhcXF8LCwkhMTMTf39/S1mg0MnjwYDp16gRA165duXjxot3rmkwm6uvrOXfuHJ6enkBTOPXw8KB///5A0wplnz59bPqWl5fzySefcPvtt1tWVKuqqrjttttwc3Ozae/t3RSyKyoq7F6vvdO2uIiIiLSaoqIiAA4dOsTs2bNJSkpixowZ7Nq1i0ceeYSKigoAGhoa2Lt3r2XVEZoO+5w6dYrDhw9bXbOgoIDTp08DUFdXZyk3GAwMGTLE7qpos5qaGlasWEF9fT2PPvoozs7OlnJXV1e7fZpXTs1m8397++2CwqWIiIi0mjFjxvDoo4/yxz/+kUmTJhEZGcnChQtZs2YNX3zxBSkpKQAcOHCAixcvWoXLX/ziFzg5ObFs2TI++ugjKioq+PTTT3nqqacsrwZqDpJms5nc3Fyr/l927tw5Fi5cSGFhIVFRUUyfPt1S19jY2GK/5jp7rz4SbYuLiIhIKxo3bpzd8pEjR+Lj40N2djbQtCXes2dPfH19LW369evH2rVr+dWvfsXTTz8NgKurK7Nnz6a8vJytW7daQmZOTg719fV2310JTQeLEhMTKS0tZfTo0axevdrqNUZubm6cO3fObt/mFUs9b2mfwqWIiEgbEtLd5WZP4abx8vKybJsbDAbLKfFr/fjHP2br1q0cP36choYG7r77blxdXYmPj8fHx8fyfKbRaCQwMBAvLy+baxw8eJAlS5ZgMpmIiYlh8eLFNquQfn5+FBYWUltba7M9XlVVhZOTE927d3fUrd9SFC5FRETaEEecyG6rTCYT8+bNIyAggKSkJKu6hoYGysrKCAgIoLKykpKSEpYuXWrVZv/+/Zw4cYIpU6Zw7733WsrPnz9Pfn4+UVFRljKj0cj9999vM4e8vDwWLlxIXV0dTzzxBDExMXbn2q9fP7Kysjh8+DCDBw+2qisoKKBXr152D/uInrkUERGRVuLp6cmVK1fYuXMnR44csapLS0ujpqaG6OhoDAYDbm5uDBw40KpNTk4OL7/8Mnv37rWUNTY28tvf/paGhgZmzpwJwIkTJ6ioqLDZEq+urmbp0qWYzWaef/75FoMlQFRUFM7Ozrz//vtWz1/u2LGDyspKq1/yEWtauRQREZFWs2zZMhYtWsT8+fOZNm0a3t7e5OTkkJWVRXBwMLGxsSxfvpyQkBDLye1mU6ZMISMjg2eeeYYZM2bg5eXFp59+itFo5NFHH7W8FshgMODp6Um/fv2s+qempmIymQgKCqKxsZHt27fbzC80NJRu3brh6+vL7NmzWb9+PQkJCURFRVFaWkp6ejp9+/ZlypQp396X9B3XwWQytXwcSkRERByqurq63T+rV1hYSGpqKgcOHKC2thY/Pz/GjRtHXFwcTk5OREVFkZiYyKRJk2z6lpaWkpKSQm5uLnV1dfTs2ZPY2FhGjx5tabNgwQK8vLx44YUXrPpOmjTJ8qqjlqSkpBAcHGz5vHnzZjZt2sSpU6fw8vJi+PDhxMfHWw4O3Sxt+e9I4VJERKQVteVQIN8dbfnvSM9cioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiISKtas2YNoaGhdv9lZmZatc3NzSU0NJTy8nKb61y4cIHo6Gjeeustu+OYzWbefPNNpkyZQkREBNOmTeNPf/oTV65csdv+zJkzhIaGsnfvXkv/lJQUpk6dSnh4OKNGjSIxMZH8/HybvleuXGHDhg1Mnz6diIgIJk6cyLp16zCbzf/t1/Od53yzJyAiIiLtS1FREb6+vsydO9embsCAAVafjUYjPXr0wN/f36rcbDazZMkSqqqq7I5x9epVnnrqKXbt2sVPf/pT+vXrx+7du3njjTcoLS3l6aeftuljMBjo2rUrAwcOpLGxkaVLl7J7925GjRpFbGwsX3zxBZs3b2bOnDkkJycTGhpq6ZuUlERGRgY/+clPmDFjBkePHuXdd9+lsLCQ119/nQ4dOnydr+o7SeFSREREWs3Vq1cpLi4mIiKC8ePH37C9wWAgPDzcqqy4uJhnn32W4uLiFvt9/PHHGI1G5s+fz0MPPQTA5MmT+dWvfkVGRgYTJkwgKCjIqo/RaCQkJAQXFxd27NjB7t27efjhh5k3b56lzYQJE4iNjeWVV14hPT0dgMOHD5ORkcHkyZNZsWKFpa2fnx/r1q3jo48+YvTo0Tf+cm4R2hYXERGRVlNWVkZdXR29e/e+Ydvq6mqKiooYNmyYpSwtLY24uDiqq6t58MEHW+z7t7/9DRcXF6ZPn25VPmvWLACb7ffLly+Tk5NjGWvPnj0ATJ061aqdj48P9913HyUlJZhMJqtrzZw506ptTEwMnTt3thnrVqeVSxERkTbE9YV5N250k9SuWveNr3Hs2DEAevXqBTRtb7u4uNCxY0ebtgaDAVdXVwYNGmQpO3r0KNHR0cTHx3Py5Ek2bNhgd5z8/Hx69+6Nq6urVbm/vz/f+973OHz4sFV5bm4uly5dIiwsDICEhASmTZuGt7e3zbXPnj0LgJOTk2UsDw8PevToYdWuS5cu9O7d22asW53CpYiISBvSsbjgZk/hW3X8+HEAsrOzSU5O5vTp07i4uBAWFkZiYqLVs5VGo5HBgwfTqVMnS9nq1astn0+ePGl3DLPZzPnz561C6bW8vb2pqKiwKjMYDNx99934+PgA4Onpiaenp03fvLw88vPzueeee/Dw8ACgqqqKO++8s8WxCgoKqKmpwd3d3W6bW422xUVERKTVFBUVAXDo0CFmz55NUlISM2bMYNeuXTzyyCOW0NfQ0MDevXttnre8Nmi2pKamBoCuXbvare/SpQu1tbVWZUaj0WasL6uqqmLVqlUAzJkzx2q8L6+QXjsWYDPerUwrlyIiItJqxowZQ2BgILNmzbIEr8jISPr378/y5ctJSUnhxRdf5MCBA1y8ePGGgc+exsZGq/+1V3/tNnx5eTknT5687lgVFRUkJCRw+vRp4uLiGDFihM1415tL8xZ6e6BwKSIiIq1m3LhxdstHjhyJj48P2dnZQNNKYs+ePfH19f2vx2hesWzpHZNmsxk3NzfLZ6PRiLu7u81rkJoVFBTw5JNP8vnnnzNz5kwWLlxoM971xgLazZY4KFyKiIi0KVd6973ZU7hpvLy8LNvmBoPB6pT4f8PNzQ1PT88W34FZVVVlFVqNRiOhoaE4O9vGok8//ZSVK1dSV1fHwoULiYuLs2nj5+fHmTNnWhzL09OTzp07f617+S5SuBQREWlDHHEiu60ymUzMmzePgIAAkpKSrOoaGhooKysjICCAyspKSkpKWLp06dceq1+/fuTk5GA2my3b79C0BW4ymRg7diwAdXV17Nu3z+5YWVlZPPPMM3Ts2JGXXnqJUaNG2R0rKCiIwsJCysvLrQ4kmc1miouLGTp06Ne+j++i9vMAgIiIiNxUnp6eXLlyhZ07d3LkyBGrurS0NGpqaoiOjsZgMODm5sbAgQO/9ljjxo2jrq7O8qLzZu+99x4A0dHRAOzfv5+6ujrLK4iaHT9+nOeeew5nZ2def/31FoNl81jXXrvZxo0bqa+v54EHHvja9/FdpJVLERERaTXLli1j0aJFzJ8/3/IeyZycHLKysggODiY2Npbly5cTEhJid5v6qxozZgxbt25l3bp1VFRU0LdvX7Kzs/n444/52c9+xg9/+EOgafu9T58+3HHHHVb933jjDerq6hg2bBhVVVVs377dZozIyEhcXV0ZMGAA0dHRZGRkcP78eYYOHUpBQQFbtmwhIiKCyMjIr30f30UKlyIiItJqgoODSU1NJTU1lQ8++IDa2lr8/PyIj48nLi6OxsZGcnJySExM/EbjdOjQgVdeeYX169fzj3/8g7/97W/4+fmRmJjIjBkzLO127dpFVFSUVd+Ghgb2798PNIVPg8Fgd4wtW7ZYXkH09NNPExAQwIcffsi//vUvvL29eeSRR3jooYfa1e+KA3QwmUwtn58XERERh6qurqZ79+43exryHdeW/470zKWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiLSqNWvWEBoaavdfZmamVdvc3FxCQ0MpLy+3uc6FCxeIjo7mrbfeuu54SUlJTJw48bptXnzxRebMmWM17qJFixg1ahTDhg1j6tSpvPXWW9TX19v0LS4uZsmSJYwdO5bIyEjmzZtHXl7edce7lTnf7AmIiIhI+1JUVISvry9z5861qRswYIDVZ6PRSI8ePfD397cqN5vNLFmyhKqqquuOtWnTJv7617/i6+t73XbZ2dn87Gc/A2D//v3Mnz8fLy8vHnzwQW6//Xb27NlDamoqBw8e5I033sDJqWl9rqSkhDlz5tC5c2emT5+Om5sb//M//8Pjjz/O7373O+67774bfh+3GoVLERERaTVXr16luLiYiIgIxo8ff8P2BoOB8PBwq7Li4mKeffZZiouLW+xnNpt54403+Otf/3rDMY4ePUp1dbVlnJdeegk3Nzfeffdd7rjjDgCmTZvGa6+9xl/+8heysrKIiooCIDk5mfr6et577z1LAB43bhwzZ87k17/+NRs3bqRDhw43nMOtRNviIiIi0mrKysqoq6ujd+/eN2xbXV1NUVERw4YNs5SlpaURFxdHdXU1Dz74oN1+x48fZ8qUKfz1r39l8uTJeHt7X3cco9FI9+7d6dOnD2fOnKG0tJQRI0ZYgmWzBx54AGjaMgf4/PPP2bVrF5GRkVYrq56enkycOJGSkhIOHz58w/u81WjlUkREpA2pzVl8s6fQItfByd/4GseOHQOgV69eQNMKo4uLCx07drRpazAYcHV1ZdCgQZayo0ePEh0dTXx8PCdPnmTDhg02/crLy+nevTurV68mJCTkhs9bGo1GwsLCAOjWrRt//etf6dy5s027zz//HMCyJd4cHIOCgmza9uvXz9LGXv2tTOFSRESkDbl6vvBmT+Fbdfz4caDpGcfk5GROnz6Ni4sLYWFhJCYmWq0AGo1GBg8eTKdOnSxlq1evtnw+efKk3THCw8OJjIz8SvM5f/48+fn5llVQZ2dnevToYbftn//8ZwCCg4MBLM973nnnnTZtm1dL7R1EutUpXIqIiEirKSoqAuDQoUPMnj0bT09PDh48SHp6OocOHeKdd97Bz8+PhoYG9u7dy4IFC6z6Xxs0W/JV2jTLzs6mQ4cOhIaGXrfd22+/zZ49ewgMDGT48OEA1NTUAODq6mrTvkuXLkDTymx7o3ApIiIirWbMmDEEBgYya9YsSwCLjIykf//+LF++nJSUFF588UUOHDjAxYsXbQ7zOJrRaORHP/oRbm5uLbZ5++23efPNN/Hy8uJXv/qVZVu8sbGxxT7Ndc1t2xOFSxEREWk148aNs1s+cuRIfHx8yM7OBppCX8+ePW/4CqFvorGxkezsbGbOnGm3vqGhgbVr15KRkYG3tze//e1vrbbtu3btCthfnWwuc3d3/xZm3rYpXIqIiLQhTh6BN3sKN42Xl5dl29xgMFidEv82HDlyhLNnz9pdHb106RIrVqxg165d9OrVi+TkZJtnK/38/ADsvmuzuczHx+dbmHnbpnApIiLShjjiRHZbZTKZmDdvHgEBASQlJVnVNTQ0UFZWRkBAAJWVlZSUlLB06dJvdT5Go5E777zT5rVItbW1LFq0iLy8PAYPHkxSUpLdFci+ffvi5OREfn4+06ZNs6prPkn+5ZfCtwft70EAERERuSk8PT25cuUKO3fu5MiRI1Z1aWlp1NTUEB0djcFgwM3NjYEDB36r87n2FUTX+uUvf0leXh4RERG8/vrrLW5td+vWjZCQELKysqxOhZtMJrZu3co999zDD3/4w29t/m2VVi5FRESk1SxbtoxFixYxf/58pk2bhre3Nzk5OWRlZREcHExsbCzLly8nJCQEZ+dvL6aYTCYKCgp4+OGHrcoPHjzIP/7xD8vrkT766CObvv7+/pYVycWLF/OLX/yCxx57jNjYWDp16sT//M//cP78eV566aVvbf5tmcKliIiItJrg4GBSU1NJTU3lgw8+oLa2Fj8/P+Lj44mLi6OxsZGcnBwSExO/1XlkZ2fTsWNHQkJCrMr37NkDwOXLl2227ps98MADlnDZu3dv3nrrLdatW8cf//hHOnTowL333stzzz1H//79v9V7aKs6mEymls/Ri4iIiENVV1fTvXv3mz0N+Y5ry39HeuZSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJERERa1Zo1awgNDbX7LzMz06ptbm4uoaGhlJeX21znwoULREdH89Zbb9kd5/Tp06xevZr777+fsLAw7r//fl588UWqq6vttj9z5gyhoaHs3bsXALPZTEpKClOnTiU8PJxRo0aRmJhIfn6+Td8rV66wYcMGpk+fTkREBBMnTmTdunWYzeb/9uv5znO+2RMQERGR9qWoqAhfX1/mzp1rUzdgwACrz0ajkR49euDv729VbjabWbJkCVVVVXbH+OKLL/jFL37BhQsXmDx5Mj/4wQ8oLi5my5Yt7N69m7S0NO644w6rPgaDga5duzJw4EAaGxtZunQpu3fvZtSoUcTGxvLFF1+wefNm5syZQ3JyMqGhoZa+SUlJZGRk8JOf/IQZM2Zw9OhR3n33XQoLC3n99dfp0KHD1/26vnMULkVERKTVXL16leLiYiIiIhg/fvwN2xsMBsLDw63KiouLefbZZykuLm6x3x/+8Af+/e9/8/rrrxMWFmYpHzJkCEuWLOGPf/wjy5Yts+pjNBoJCQnBxcWFHTt2sHv3bh5++GHmzZtnaTNhwgRiY2N55ZVXSE9PB+Dw4cNkZGQwefJkVqxYYWnr5+fHunXr+Oijjxg9evQN7/VWoW1xERERaTVlZWXU1dXRu3fvG7atrq6mqKiIYcOGWcrS0tKIi4ujurqaBx98sMW+u3fvxt/f3ypYAgwfPhx3d3f2799vVX758mVycnIsY+3ZsweAqVOnWrXz8fHhvvvuo6SkBJPJBGDZyp85c6ZV25iYGDp37myz1X+r08qliIhIG/LW31642VNo0ZwHVn3jaxw7dgyAXr16AU3b2y4uLnTs2NGmrcFgwNXVlUGDBlnKjh49SnR0NPHx8Zw8eZINGzbYHefNN9/k0qVLNuW1tbXU1tbi5GS9vpabm8ulS5csYTQhIYFp06bh7e1tc42zZ88CWK6Rn5+Ph4cHPXr0sGrXpUsXevfuzeHDh+1/GbcohUsREZE2pKy65a3eW8Hx48cByM7OJjk5mdOnT+Pi4kJYWBiJiYlWz1YajUYGDx5Mp06dLGWrV6+2fD558mSL4/j4+Ngt/8tf/sKVK1cYPHiwVbnBYODuu++29PP09MTT09Omf15eHvn5+dxzzz14eHgAUFVVxZ133ml3PG9vbwoKCqipqcHd3b3F+d5KtC0uIiIiraaoqAiAQ4cOMXv2bJKSkpgxYwa7du3ikUceoaKiAoCGhgb27t1r87zltUHzv7V3717efvtt3NzcbLawjUajzVhfVlVVxapVTau3c+bMsZTX1NTg6upqt0+XLl2AphXT9kIrlyIiItJqxowZQ2BgILNmzbIEr8jISPr378/y5ctJSUnhxRdf5MCBA1y8ePGGge+rys7OZtmyZVy9epXVq1dbrWyWl5dz8uTJ645VUVFBQkICp0+fJi4ujhEjRljqGhsbW+zXXPflbfhbmcKliIiItJpx48bZLR85ciQ+Pj5kZ2cDTSuJPXv2xNfX9xuPuW3bNl5++WU6dOjAmjVrGD58uFW90WjE3d3d5jVIzQoKCnjyySf5/PPPmTlzJgsXLrSq79q1a4vvs2wuby9b4qBwKSIi0qZ8v/uNT1Hfqry8vCzb5gaDweqU+NeVkpLCO++8g7u7O7/+9a8JCQmxaWM0GgkNDcXZ2TYWffrpp6xcuZK6ujoWLlxIXFycTRs/Pz/OnDljd/yqqio8PT3p3LnzN76X7wqFSxERkTbEESey2yqTycS8efMICAggKSnJqq6hoYGysjICAgKorKykpKSEpUuXfqPxXn31VTZu3Midd97Ja6+9Zvf1R3V1dezbt8/uWFlZWTzzzDN07NiRl156iVGjRtkdJygoiMLCQsrLy60OJJnNZoqLixk6dOg3uo/vmvbzAICIiIjcVJ6enly5coWdO3dy5MgRq7q0tDRqamqIjo7GYDDg5ubGwIEDv/ZYGRkZbNy4kYCAAFJTU1t8r+b+/fupq6uzeR/m8ePHee6553B2dub1119vMVjCf7b633vvPavyjRs3Ul9fzwMPPPC17+O7SCuXIiIi0mqWLVvGokWLmD9/vuU9kjk5OWRlZREcHExsbCzLly8nJCTE7jb1V1FbW8vvf/97oOmw0L59+2zauLq6EhkZicFgoE+fPjY/BfnGG29QV1fHsGHDqKqqYvv27TbXiIyMxNXVlQEDBhAdHU1GRgbnz59n6NChFBQUsGXLFiIiIoiMjPxa9/FdpXApIiIirSY4OJjU1FRSU1P54IMPqK2txc/Pj/j4eOLi4mhsbCQnJ4fExMSvPcaRI0c4f/48AH/605/stvH19SUyMpJdu3YRFRVlVdfQ0GD5BR+DwYDBYLB7jS1btlheQfT0008TEBDAhx9+yL/+9S+8vb155JFHeOihh9rV74oDdDCZTC2fnxcRERGHqq6upnv37jd7GvId15b/jvTMpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiItKo1a9YQGhpq919mZqZV29zcXEJDQykvL7e5zoULF4iOjuatt96yO87Zs2d5+eWXmThxIhERETz44INs3ryZxsZGu+3PnDlDaGgoe/fuBcBsNpOSksLUqVMJDw9n1KhRJCYmkp+fb9P3ypUrbNiwgenTpxMREcHEiRNZt24dZrP5v/16vvOcb/YEREREpH0pKirC19eXuXPn2tQNGDDA6rPRaKRHjx74+/tblZvNZpYsWUJVVZXdMWpqaoiPj6eyspJp06YREBDArl27+PWvf01xcTHLli2z6WMwGOjatSsDBw6ksbGRpUuXsnv3bkaNGkVsbCxffPEFmzdvZs6cOSQnJxMaGmrpm5SUREZGBj/5yU+YMWMGR48e5d1336WwsJDXX3+dDh06fJ2v6jtJ4VJERERazdWrVykuLiYiIoLx48ffsL3BYCA8PNyqrLi4mGeffZbi4uIW+23YsIGTJ0/yy1/+ktGjRwMwdepUnnzySTZv3kxMTAw9evSw6mM0GgkJCcHFxYUdO3awe/duHn74YebNm2dpM2HCBGJjY3nllVdIT08H4PDhw2RkZDB58mRWrFhhaevn58e6dev46KOPLHNoD7QtLiIiIq2mrKyMuro6evfufcO21dXVFBUVMWzYMEtZWloacXFxVFdX8+CDD7bYt76+nr59+zJq1Cir8iFDhtDY2MjRo0etyi9fvkxOTo5lrD179gBNgfRaPj4+3HfffZSUlGAymQAsW/kzZ860ahsTE0Pnzp1ttvpvdVq5FBERaUO2bt16s6fQookTJ37jaxw7dgyAXr16AU3b2y4uLnTs2NGmrcFgwNXVlUGDBlnKjh49SnR0NPHx8Zw8eZINGzbYHWfBggV2y5tDpZ+fn1V5bm4uly5dIiwsDICEhASmTZuGt7e3zTXOnj0LgJNT0xpdfn4+Hh4eNiuhXbp0oXfv3hw+fNjuXG5VCpciIiJtSEvPEN4qjh8/DkB2djbJycmcPn0aFxcXwsLCSExMtHq20mg0MnjwYDp16mQpW716teXzyZMnv9KYtbW1lJeX8/e//50PP/yQESNG0K9fP6s2BoOBu+++Gx8fHwA8PT3x9PS0uVZeXh75+fncc889eHh4AE3/n9155512x/b29qagoICamhrc3d2/0ny/6xQuRUREpNUUFRUBcOjQIWbPno2npycHDx4kPT2dQ4cO8c477+Dn50dDQwN79+61WYG8Nmh+VX/4wx/4y1/+AsD3v/99Fi9ebNPGaDQyYsSI616nqqqKVatWATBnzhxLeU1Njc2qZbMuXboATQFX4VJERETEwcaMGUNgYCCzZs2yBK/IyEj69+/P8uXLSUlJ4cUXX+TAgQNcvHjR5jDP1/HjH/+Y4OBgSkpKeP/994mLi+P3v/89ffv2BaC8vJyTJ09ed6yKigoSEhI4ffo0cXFxVkG0pVcbXVvXvIXeHihcioiISKsZN26c3fKRI0fi4+NDdnY20LSS2LNnT3x9fb/xmCEhIQAMHz6coUOH8vDDD/Pb3/6WlJQUy1ju7u42r0FqVlBQwJNPPsnnn3/OzJkzWbhwoVV9165dW3yfZXN5e1m1BIVLERGRNsXeAZL2wsvLy7JtbjAYrE6JO8oPf/hDevbsyZEjRyxlRqOR0NBQnJ1tY9Gnn37KypUrqaurY+HChcTFxdm08fPz48yZM3bHq6qqwtPTk86dOzvuJto4hUsREZE2xBEnstsqk8nEvHnzCAgIICkpyaquoaGBsrIyAgICqKyspKSkhKVLl36tcRobG/n5z39Op06d+OMf/2hTf/HiRUvYq6urY9++fXbHysrK4plnnqFjx4689NJLNq81ahYUFERhYSHl5eVWB5LMZjPFxcUMHTr0a93Hd1X7eQBAREREbipPT0+uXLnCzp07rVYOoen9lTU1NURHR2MwGHBzc2PgwIFfa5wOHTrQvXt38vPzLdvszf73f/+X06dPExkZCcD+/fupq6uzvIKo2fHjx3nuuedwdnbm9ddfbzFYwn+2+t977z2r8o0bN1JfX88DDzzwte7ju0orlyIiItJqli1bxqJFi5g/f77lPZI5OTlkZWURHBxMbGwsy5cvJyQkxO429Ve1ePFiDh06xPLly5k6dSoBAQEcPnyYv/3tb9x11108/vjjQNP2e58+fbjjjjus+r/xxhvU1dUxbNgwqqqq2L59u80YkZGRuLq6MmDAAKKjo8nIyOD8+fMMHTqUgoICtmzZQkREhCXIthcKlyIiItJqgoODSU1NJTU1lQ8++IDa2lr8/PyIj48nLi6OxsZGcnJySExM/Ebj3HXXXbz77rv84Q9/IDMzkwsXLuDj48ODDz7II488Yjlgs2vXLqKioqz6NjQ0sH//fqApfBoMBrtjbNmyBVdXVwCefvppAgIC+PDDD/nXv/6Ft7c3jzzyCA899FC7+l1xgA4mk6nl8/MiIiLiUNXV1XTv3v1mT0O+49ry35GeBLHZ2QABAABJREFUuRQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQREZFWtWbNGkJDQ+3+y8zMtGqbm5tLaGgo5eXlNte5cOEC0dHRvPXWW19p3GeffZbQ0FAqKirs1p85c4bQ0FD27t0LgNlsJiUlhalTpxIeHs6oUaNITEwkPz/fpu+VK1fYsGED06dPJyIigokTJ7Ju3TrMZvNXmtutxPlmT0BERETal6KiInx9fZk7d65N3YABA6w+G41GevTogb+/v1W52WxmyZIlVFVVfaUx//73v/OPf/zjum0MBgNdu3Zl4MCBNDY2snTpUnbv3s2oUaOIjY3liy++YPPmzcyZM4fk5GRCQ0MtfZOSksjIyOAnP/kJM2bM4OjRo7z77rsUFhby+uuv06FDh680z1uBwqWIiIi0mqtXr1JcXExERATjx4+/YXuDwUB4eLhVWXFxMc8++yzFxcVfacyKigrWrl1Lp06dqK+vb7Gd0WgkJCQEFxcXduzYwe7du3n44YeZN2+epc2ECROIjY3llVdeIT09HYDDhw+TkZHB5MmTWbFihaWtn58f69at46OPPmL06NFfaa63Am2Li4iISKspKyujrq6O3r1737BtdXU1RUVFDBs2zFKWlpZGXFwc1dXVPPjggze8xpUrV3juuecICAhg5MiRLba7fPkyOTk5lrH27NkDwNSpU63a+fj4cN9991FSUoLJZAKwbOXPnDnTqm1MTAydO3e22eq/1WnlUkREpA1Jn/Tnmz2FFs3YMvPGjW7g2LFjAPTq1Qto2t52cXGhY8eONm0NBgOurq4MGjTIUnb06FGio6OJj4/n5MmTbNiw4brjpaWlUVhYyLvvvsv777/fYrvc3FwuXbpEWFgYAAkJCUybNg1vb2+btmfPngXAyalpjS4/Px8PDw969Ohh1a5Lly707t2bw4cPX3eOtxqFSxERkTakMvf0zZ7Ct+r48eMAZGdnk5yczOnTp3FxcSEsLIzExESrZyuNRiODBw+mU6dOlrLVq1dbPp88efK6Y+Xn55OamsrixYstYbYlBoOBu+++Gx8fHwA8PT3x9PS0aZeXl0d+fj733HMPHh4eAFRVVXHnnXfava63tzcFBQXU1NTg7u5+3TncKrQtLiIiIq2mqKgIgEOHDjF79mySkpKYMWMGu3bt4pFHHrGc5G5oaGDv3r02z1teGzSv59KlSzz33HMEBwczffr0G7Y3Go02Y31ZVVUVq1atAmDOnDmW8pqaGlxdXe326dKlCwC1tbVfad63Aq1cioiISKsZM2YMgYGBzJo1yxK8IiMj6d+/P8uXLyclJYUXX3yRAwcOcPHixRsGvpa88sornDt3jpSUlBue1C4vL+fkyZPXHauiooKEhAROnz5NXFwcI0aMsNQ1Nja22K+5rnkLvT1QuBQREZFWM27cOLvlI0eOxMfHh+zsbKBpJbFnz574+vr+12P885//5MMPP2TZsmV06tTJcvDm8uXLQNP7MU0mk2Xb22g04u7ubvMapGYFBQU8+eSTfP7558ycOZOFCxda1Xft2rXF91k2l7eXLXFQuBQREWlT7hz034epW4WXl5dl29xgMFidEv9v/Otf/wKa3j2ZlJRkU//zn/8c+M+JcKPRSGhoKM7OtrHo008/ZeXKldTV1bFw4ULi4uJs2vj5+XHmzBm7c6mqqsLT05POnTt/rXv5LlK4FBERaUMccSK7rTKZTMybN4+AgACb0NfQ0EBZWRkBAQFUVlZSUlLC0qVLv9Y4P//5z+2+Q/P9999n9+7dvPDCC3h5eQFQV1fHvn377I6VlZXFM888Q8eOHXnppZcYNWqU3fGCgoIoLCykvLzc6kCS2WymuLiYoUOHfq37+K5qPw8AiIiIyE3l6enJlStX2LlzJ0eOHLGqS0tLo6amhujoaAwGA25ubgwcOPBrjdOrVy+7Py15xx13AE2/AtT86zr79++nrq7O8gqiZsePH+e5557D2dmZ119/vcVgCf/Z6n/vvfesyjdu3Eh9fT0PPPDA17qP7yqtXIqIiEirWbZsGYsWLWL+/PmW90jm5OSQlZVFcHAwsbGxLF++nJCQELvb1I5mMBjo06ePJXg2e+ONN6irq2PYsGFUVVWxfft2m76RkZG4uroyYMAAoqOjycjI4Pz58wwdOpSCggK2bNlCREQEkZGR3/p9tCUKlyIiItJqgoODSU1NJTU1lQ8++IDa2lr8/PyIj48nLi6OxsZGcnJySExMbJX57Nq1i6ioKKuyhoYG9u/fDzSFT4PBYLfvli1bLK8gevrppwkICODDDz/kX//6F97e3jzyyCM89NBD7ep3xQE6mEymls/Pi4iIiENVV1fTvXv3mz0N+Y5ry39HeuZSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBzG+WZPQERERNqXNWvWsG3bNrt1q1atIjo62vI5NzeX+Ph4MjIy8Pf3t2p74cIFYmNjmTBhAnPmzLG51ttvv82bb75pd5xHH33Ups+ZM/+fvXuPivq+8z/+lItcpIRaBQVKo6g1Vl1vUJVFUbzgEU1c3RgqjYpdvFUsx6g13n6JbrZLYgQ30bWh9bK7UXcPhUa71l3XrbEzgBLUFRCEWZYSQIaoVFEYBef3h4dppjNomkwR9fU4x5Mzn8/78/185hv+eJ3v5/v9Tj2zZs3i/fffJyIigpaWFvbt28fJkyepq6vDx8eH4cOHs2TJEoYOHWo3tq2tjSNHjpCTk0NdXR09e/Zk+vTpJCUl4e3t/YXOy9NC4VJEREQ6VUVFBX379mXZsmUOfcOHD7f7bDQaCQsLcwiWLS0tvPbaa5jN5ofO4+Pjw49//GOHvgEDBji0GQwGfH19GTFiBFarlbVr15Kfn09sbCwJCQncuHGDrKwskpOTSU9PJzIy0jY2LS2N7OxsJk+ezPz58ykrK+PAgQOUlpaSkZFBt27dHnlenhYKlyIiItJp7t+/j8lkIjo6mhkzZjyy3mAwMH78eLs2k8nEpk2bMJlMDx1bXl5O//79v9A88CDIRkRE4OnpyYkTJ8jPz2fRokWsWLHCVjN79mwSEhLYsWMHR44cAaC4uJjs7GzmzJnDhg0bbLXBwcHs3r2bkydPMnXq1C+0hqeB7rkUERGRTlNdXY3FYiE8PPyRtQ0NDVRUVBAVFWVr279/P4mJiTQ0NPC9732vw7EtLS18+umn9O/f/wut6969exQUFNjmOnv2LABz5861qwsKCmLUqFFUVlbS2NgIwLFjxwBYsGCBXe0rr7yCl5eXrf9ZoSuXIiIiXcjUYx1v8z5u/xkf+JWPceXKFQBb6GtpacHT0xN3d3eHWoPBgI+PDyNHjrS1lZWVER8fz9KlS6mqquLDDz90Oo/JZOL+/fu2EGuxWHB3d8fDw3n0OX/+PHfu3GHcuHEArFq1innz5hEY6Pidr1+/DoCb24NrdEVFRfj7+xMWFmZX5+3tTXh4OMXFxR2fkKeQwqWIiEgXcq7h3uNewp9VeXk5AHl5eaSnp1NXV4enpyfjxo0jNTXV7t5Ko9HImDFj6N69u63tjTfesH2uqqp65DxlZWW8/PLLVFVV4ebmxogRI/jRj37Et7/9bbt6g8HAgAEDCAoKAiAgIICAgACH4168eJGioiIGDhyIv78/AGazmT59+jhdR2BgICUlJTQ1NeHn5/eo0/NU0La4iIiIdJqKigoALl26xOLFi0lLS2P+/Pnk5uaSlJREbW0tAK2trZw7d87hfsvPB82HaQ+XFy5cYO7cubz99tssWbKE0tJS/uZv/oaSkhK7eqPR6DDXHzObzWzZsgXA7knzpqYmfHx8nI5pf1K8ubn5C637aaArlyIiItJppk2bxuDBg3n11VdtwSsmJoZhw4axfv169uzZw7Zt27hw4QK3b99+ZODryNixY+nRowff+973bFcgJ0yYwPjx41myZAnvvvsumZmZANTU1FBVVfXQuWpra1m1ahV1dXUkJiYyceJEW5/Vau1wXHtf+xb6s0DhUkRERDpNXFyc0/ZJkyYRFBREXl4e8OBKYr9+/ejbt++Xmic6Opro6GiH9iFDhjBs2DAuXrzI7du36dGjB0ajET8/P4fXILUrKSlhzZo1XLt2jQULFpCSkmLX7+vrS0tLi9Ox7e3PypY4KFyKiIh0KRG9PR/3Eh6bnj172rbNDQaD3VPirp7HarXS3NxsC5eRkZFOH/Y5ffo0mzdvxmKxkJKSQmJiokNNcHAw9fX1Tucym80EBATg5eXl8u/RVSlcioiIdCGueCK7q2psbGTFihWEhoaSlpZm19fa2kp1dTWhoaFcvXqVyspK1q5d+6XmsVqtLF68GHjw6qI/VllZSY8ePfj617+OxWLhk08+cTrXqVOn2LhxI+7u7rz11lvExsY6nW/o0KGUlpZSU1Nj90BSS0sLJpOJsWPHfqnv8aR6dm4AEBERkccqICCAtrY2zpw5w+XLl+369u/fT1NTE/Hx8RgMBnr06MGIESO+1DzdunXjueeeo6SkhNOnT9v1/epXv6KyspIZM2bg7u5OYWEhFovF9gqiduXl5WzduhUPDw8yMjI6DJbwh63+gwcP2rUfPnyYu3fvMnPmzC/1PZ5UunIpIiIinWbdunWsXr2alStX2t4jWVBQwKlTpxg9ejQJCQmsX7+eiIiIDt9J+UWsXr2aoqIiNm3axJw5c3j++ecpLi7mV7/6Ff3792f58uXAg+33QYMG0atXL7vxu3btwmKxEBUVhdls5vjx4w5zxMTE2H5vPD4+nuzsbG7evMnYsWMpKSkhJyeH6OhoYmJivvT3eBIpXIqIiEinGT16NJmZmWRmZvKLX/yC5uZmgoODWbp0KYmJiVitVgoKCkhNTf1K8/Tv358DBw6wd+9eTpw4wa1bt+jduzff+973WLx4MV/72tcAyM3NZcqUKXZjW1tbKSwsBB6ET4PB4HSOnJwc2yuIXn/9dUJDQzl69Cgff/wxgYGBJCUlsXDhwmfqd8UBujU2Nnb8/LyIiIi4VENDA717937cy5AnXFf+O9I9lyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIi0qm2b99OZGSk03/Hjh2zqz1//jyRkZHU1NQ4HOfWrVvEx8fz05/+tMO5fv3rX5OUlMSECROIi4tj3bp1VFVVOa2tr68nMjKSc+fOAdDS0sKePXuYO3cu48ePJzY2ltTUVIqKihzGtrW18eGHH/Lyyy8THR3Niy++yO7du2lpaflTTs1TweNxL0BERESeLRUVFfTt25dly5Y59A0fPtzus9FoJCwsjJCQELv2lpYWXnvtNcxmc4fz7N27l5/97GeMHDmSlJQUPvvsM44cOcKSJUs4ePAgwcHBdvUGgwFfX19GjBiB1Wpl7dq15OfnExsbS0JCAjdu3CArK4vk5GTS09OJjIy0jU1LSyM7O5vJkyczf/58ysrKOHDgAKWlpWRkZNCtW7cvc6qeSAqXIiIi0mnu37+PyWQiOjqaGTNmPLLeYDAwfvx4uzaTycSmTZswmUwdjistLWXfvn1ER0eTlpaGu7s7AJGRkSxbtowDBw6wYcMGuzFGo5GIiAg8PT05ceIE+fn5LFq0iBUrVthqZs+eTUJCAjt27ODIkSMAFBcXk52dzZw5c+yOGRwczO7duzl58iRTp0599Ml5SmhbXERERDpNdXU1FouF8PDwR9Y2NDRQUVFBVFSUrW3//v0kJibS0NDA9773vQ7HZmdnc//+fdasWWMLlgCjRo0iOTmZ73znO3b19+7do6CgwDbX2bNnAZg7d65dXVBQEKNGjaKyspLGxkYA21b+ggUL7GpfeeUVvLy8HLb6n3a6cikiItKF+Ly54tFFj0nzlt1f+RhXrlwBoH///sCD7W1PT0+7ANjOYDDg4+PDyJEjbW1lZWXEx8ezdOlSqqqq+PDDD53OU1BQQHh4uG3r+969e9y/fx8vLy9+8IMfONSfP3+eO3fuMG7cOABWrVrFvHnzCAwMdKi9fv06AG5uD67RFRUV4e/vT1hYmF2dt7c34eHhFBcXP/ykPGUULkVERLoQd1PJ417Cn1V5eTkAeXl5pKenU1dXh6enJ+PGjSM1NdXu3kqj0ciYMWPo3r27re2NN96wfe7owZx79+5RU1NDVFQUhYWFvPfee7aAN3ToUH70ox8xbNgwuzEGg4EBAwYQFBQEQEBAAAEBAQ7HvnjxIkVFRQwcOBB/f38AzGYzffr0cbqWwMBASkpKaGpqws/P74ucoieetsVFRESk01RUVABw6dIlFi9eTFpaGvPnzyc3N5ekpCRqa2sBaG1t5dy5cw73W34+aHakqamJ+/fv83//93+kpKTwwgsv8JOf/IRVq1ZRVVXF8uXLHa4mGo1Gh7n+mNlsZsuWLQAkJyfbzefj4+N0jLe3NwDNzc2PXPfTQlcuRUREpNNMmzaNwYMH8+qrr9qCV0xMDMOGDWP9+vXs2bOHbdu2ceHCBW7fvv3IwOfM3bt3gQf3d65evdruXsiIiAgWLVpEeno6H3zwAQA1NTVUVVU9dK7a2lpWrVpFXV0diYmJTJw40dZntVo7HNfe176F/ixQuBQREZFOExcX57R90qRJBAUFkZeXBzy4ktivXz/69u37J8/RfhXR3d2defPm2fV9+9vfZtiwYVy8eJHm5mZ8fHwwGo34+fk5vAapXUlJCWvWrOHatWssWLCAlJQUu35fX98O32fZ3v6sbImDwqWIiEiX0hY+5HEv4bHp2bOnbdvcYDDYPSX+p/ja175Gjx498PDwwMvLy6H/G9/4Blarldu3b9vCZWRkJB4ejrHo9OnTbN68GYvFQkpKComJiQ41wcHB1NfXO12L2WwmICDA6TqeVgqXIiIiXYgrnsjuqhobG1mxYgWhoaGkpaXZ9bW2tlJdXU1oaChXr16lsrKStWvXfql5unXrxpAhQygoKMBsNjs88f3pp5/i4+NDz549sVgsfPLJJ07nOnXqFBs3bsTd3Z233nqL2NhYp/MNHTqU0tJSampq7B5IamlpwWQyMXbs2C/1PZ5Uz84NACIiIvJYBQQE0NbWxpkzZ7h8+bJd3/79+2lqaiI+Ph6DwUCPHj0YMWLEl55r1qxZWK1W9u7da9eem5tLWVkZsbGxuLm5UVhYiMVisb2CqF15eTlbt27Fw8ODjIyMDoMl/GGr/+DBg3bthw8f5u7du8ycOfNLf48nka5cioiISKdZt24dq1evZuXKlbb3SBYUFHDq1ClGjx5NQkIC69evJyIiwuk29RcVFxfHb37zG44ePcq1a9eYMGECn376Kf/2b/9G7969bb+6YzAYGDRoEL169bIbv2vXLiwWC1FRUZjNZo4fP+4wR0xMDD4+PgwfPpz4+Hiys7O5efMmY8eOpaSkhJycHKKjo4mJifnS3+NJpHApIiIinWb06NFkZmaSmZnJL37xC5qbmwkODmbp0qUkJiZitVopKCggNTX1K8/1t3/7t/zrv/4rv/zlL3n33Xfx8/Nj6tSpLF++3BYmc3NzmTJlit241tZWCgsLgQfh02AwOD1+Tk6O7eGh119/ndDQUI4ePcrHH39MYGAgSUlJLFy48Jn6XXGAbo2NjR0/Py8iIiIu1dDQQO/evR/3MuQJ15X/jnTPpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzH416AiIiIPFu2b9/ORx995LRvy5YtxMfH2z6fP3+epUuXkp2dTUhIiF3trVu3SEhIYPbs2SQnJ9v1RUZGPnIdZ8+etftcX1/PrFmzeP/994mIiKClpYV9+/Zx8uRJ6urq8PHxYfjw4SxZsoShQ4fajW1ra+PIkSPk5ORQV1dHz549mT59OklJSXh7ez9yLU8ThUsRERHpVBUVFfTt25dly5Y59A0fPtzus9FoJCwszCFYtrS08Nprr2E2m53O8cYbbzhtz8vL4/jx40yaNMmhz2Aw4Ovry4gRI7Baraxdu5b8/HxiY2NJSEjgxo0bZGVlkZycTHp6ul2ATUtLIzs7m8mTJzN//nzKyso4cOAApaWlZGRk0K1bt0eel6eFwqWIiIh0mvv372MymYiOjmbGjBmPrDcYDIwfP96uzWQysWnTJkwmU4fjnB27vr6ed999l7CwMLZs2eLQbzQaiYiIwNPTkxMnTpCfn8+iRYtYsWKFrWb27NkkJCSwY8cOjhw5AkBxcTHZ2dnMmTOHDRs22GqDg4PZvXs3J0+eZOrUqY/8rk8L3XMpIiIinaa6uhqLxUJ4ePgjaxsaGqioqCAqKsrWtn//fhITE2loaOB73/venzR3Wloav//973n99dfp0aOHXd+9e/coKCiwzdW+ZT537ly7uqCgIEaNGkVlZSWNjY0AHDt2DIAFCxbY1b7yyit4eXnZ+p8VunIpIiLShTQX/OhxL6FDPmPSv/Ixrly5AkD//v2BB9vbnp6euLu7O9QaDAZ8fHwYOXKkra2srIz4+HiWLl1KVVUVH3744Rea9+zZs5w5c4YZM2YwatQoh/7z589z584dxo0bB8CqVauYN28egYGBDrXXr18HwM3twTW6oqIi/P39CQsLs6vz9vYmPDyc4uLiL7TGp4XCpYiISBdy/2bp417Cn1V5eTnw4N7H9PR06urq8PT0ZNy4caSmptrdW2k0GhkzZgzdu3e3tb3xxhu2z1VVVV943t27d+Ph4cHy5cud9hsMBgYMGEBQUBAAAQEBBAQEONRdvHiRoqIiBg4ciL+/PwBms5k+ffo4PW5gYCAlJSU0NTXh5+f3hdf7JNO2uIiIiHSaiooKAC5dusTixYtJS0tj/vz55ObmkpSURG1tLQCtra2cO3fO4X7LzwfNL+rixYuUlJQwY8aMDkOg0Wh0mOuPmc1m272an386vampCR8fH6dj2p8Ub25u/pPX/aTSlUsRERHpNNOmTWPw4MG8+uqrtuAVExPDsGHDWL9+PXv27GHbtm1cuHCB27dvPzLwfRH/9m//BkBiYqLT/pqaGqqqqh46V21tLatWraKuro7ExEQmTpxo67NarR2Oa+9r30J/FihcioiISKeJi4tz2j5p0iSCgoLIy8sDHlxJ7NevH3379v1K8927dw+DwcALL7xAv379nNYYjUb8/PwcXoPUrqSkhDVr1nDt2jUWLFhASkqKXb+vry8tLS1Ox7a3Pytb4qBwKSIi0qW4+Q9+3Et4bHr27GnbNjcYDHZPiX9ZBQUF3L59m2nTpnVYYzQaiYyMxMPDMRadPn2azZs3Y7FYSElJcXr1Mzg4mPr6eqfHNpvNBAQE4OXl9eW/xBNG4VJERKQLccUT2V1VY2MjK1asIDQ0lLS0NLu+1tZWqqurCQ0N5erVq1RWVrJ27dqvPOf58+cBGDt2rNN+i8XCJ5984nSuU6dOsXHjRtzd3XnrrbeIjY11eoyhQ4dSWlpKTU2N3QNJLS0tmEymDud+Wj07NwCIiIjIYxUQEEBbWxtnzpzh8uXLdn379++nqamJ+Ph4DAYDPXr0YMSIEV95zsuXL+Pj49PhlnhhYSEWi8X2CqJ25eXlbN26FQ8PDzIyMjoMlvCHrf6DBw/atR8+fJi7d+8yc+bMr/gtniy6cikiIiKdZt26daxevZqVK1fa3iNZUFDAqVOnGD16NAkJCaxfv56IiAin29R/qqqqKoKCgjp8oMZgMDBo0CB69epl175r1y4sFgtRUVGYzWaOHz/uMDYmJsb2e+Px8fFkZ2dz8+ZNxo4dS0lJCTk5OURHRxMTE/OVv8eTROFSREREOs3o0aPJzMwkMzOTX/ziFzQ3NxMcHMzSpUtJTEzEarVSUFBAamqqS+a7ceMGAwcO7LA/NzeXKVOm2LW1trZSWFgIPAifBoPB6dicnBzbK4hef/11QkNDOXr0KB9//DGBgYEkJSWxcOHCZ+p3xQG6NTY2dvz8vIiIiLhUQ0MDvXv3ftzLkCdcV/470j2XIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiLSqbZv305kZKTTf8eOHbOrPX/+PJGRkdTU1Dgc59atW8THx/PTn/7U6TyfffYZ27ZtY8aMGYwfP56XXnqJf/zHf+Tu3btO6+vr64mMjOTcuXMAtLS0sGfPHubOncv48eOJjY0lNTWVoqIih7FtbW18+OGHvPzyy0RHR/Piiy+ye/duWlpa/tTT88TzeNwLEBERkWdLRUUFffv2ZdmyZQ59w4cPt/tsNBoJCwsjJCTErr2lpYXXXnsNs9nsdI6mpiZ+8IMfUF9fz+zZsxk0aBAFBQX8/Oc/5/Lly2RkZDiMMRgM+Pr6MmLECKxWK2vXriU/P5/Y2FgSEhK4ceMGWVlZJCcnk56eTmRkpG1sWloa2dnZTJ48mfnz51NWVsaBAwcoLS0lIyODbt26fZlT9URSuBQREZFOc//+fUwmE9HR0cyYMeOR9QaDgfHjx9u1mUwmNm3ahMlk6nDcL3/5S2pra1m5ciULFy4EYO7cuWzbto2jR4+Sm5vLuHHj7MYYjUYiIiLw9PTkxIkT5Ofns2jRIlasWGGrmT17NgkJCezYsYMjR44AUFxcTHZ2NnPmzGHDhg222uDgYHbv3s3JkyeZOnXqo0/OU0Lb4iIiItJpqqursVgshIeHP7K2oaGBiooKoqKibG379+8nMTGRhoYGvve973U49ne/+x0Af/mXf2nXHhMTA8CVK1fs2u/du0dBQYFtrrNnzwIPAunnBQUFMWrUKCorK2lsbASwbeUvWLDArvaVV17By8vLYav/aacrlyIiIl3IT3/15uNeQoeSZ275ysdoD3X9+/cHHmxve3p64u7u7lBrMBjw8fFh5MiRtraysjLi4+NZunQpVVVVfPjhh07n+da3vgXA//7v/9oF2aqqKgB69+5tV3/+/Hnu3Llju5q5atUq5s2bR2BgoMOxr1+/DoCb24NrdEVFRfj7+xMWFmZX5+3tTXh4OMXFxR2djqeSwqWIiEgXUt3Q8Vbv06C8vByAvLw80tPTqaurw9PTk3HjxpGammp3b6XRaGTMmDF0797d1vbGG2/YPrcHRWdeeuklTp06RXp6Ol5eXgwcOJCLFy/ys5/9jPDwcCZPnmxXbzAYGDBgAEFBQQAEBAQQEBDgcNyLFy9SVFTEwIED8ff3B8BsNtOnTx+n6wgMDKSkpISmpib8/Py+wBl68ilcioiISKepqKgA4NKlSyxevJiAgAD+53/+hyNHjnDp0iX27dtHcHAwra2tnDt3jh/+8Id24z8fNB/G19eX5cuXs3nzZl577TVbe1hYGP/wD/+At7e3Xb3RaGTixIkPPabZbGbLlgdXb5OTk23tTU1NDlct27XP09zcrHApIiIi4mrTpk1j8ODBvPrqq7bgFRMTw7Bhw1i/fj179uxh27ZtXLhwgdu3bzs8zPNF/frXv+b//b//x9e//nVWr15NaGgoZWVl/Mu//AvJycns2bPHdpWypqaGqqqqh85VW1vLqlWrqKurIzEx0S6IWq3WDse197VvoT8LFC5FRESk08TFxTltnzRpEkFBQeTl5QEPriT269ePvn37fql53nvvPby8vMjMzLRttU+cOJExY8awfPlydu7cyU9+8hPbXH5+fg6vQWpXUlLCmjVruHbtGgsWLCAlJcWu39fXt8P3Wba3PytXLUHhUkREpEv5Zu9HP0X9tOrZs6dt29xgMNg9Jf6naGxsxGw2ExUV5fB+zFGjRvGtb33L9qJ0eBAuIyMj8fBwjEWnT59m8+bNWCwWUlJSSExMdKgJDg6mvr7e6VrMZjMBAQF4eXl9qe/yJFK4FBER6UJc8UR2V9XY2MiKFSsIDQ0lLS3Nrq+1tZXq6mpCQ0O5evUqlZWVrF279kvN4+HhQbdu3bh//77T/ra2Ntt2tcVi4ZNPPnE616lTp9i4cSPu7u689dZbxMbGOj3e0KFDKS0tpaamxi7MtrS0YDKZGDt27Jf6Hk+qZ+cGABEREXmsAgICaGtr48yZM1y+fNmub//+/TQ1NREfH4/BYKBHjx6MGDHiS83j5+fHX/zFX3Du3Dnb0+ntcnNzqa6u5rvf/S4AhYWFWCwWhxeql5eXs3XrVjw8PMjIyOgwWMIftvoPHjxo13748GHu3r3LzJkzv9T3eFLpyqWIiIh0mnXr1rF69WpWrlxpe49kQUEBp06dYvTo0SQkJLB+/XoiIiKcblP/KfMkJyeTnJzM3LlzCQ0Npby8nJycHL7xjW/Y7ps0GAwMGjSIXr162Y3ftWsXFouFqKgozGYzx48fd5gjJiYGHx8fhg8fTnx8PNnZ2dy8eZOxY8dSUlJCTk4O0dHRthe3PysULkVERKTTjB49mszMTDIzM/nFL35Bc3MzwcHBLF26lMTERKxWKwUFBaSmpn6leQYMGMDBgwf54IMPOHbsGL///e/5xje+wcyZM/mbv/kb20vUc3NzmTJlit3Y1tZWCgsLgQfh02AwOJ0jJycHHx8fAF5//XVCQ0M5evQoH3/8MYGBgSQlJbFw4cJn6nfFAbo1NjZ2/Py8iIiIuFRDQ4PDr8OI/Km68t+R7rkUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQREZFOtX37diIjI53+O3bsmF3t+fPniYyMpKamxuE4t27dIj4+np/+9KdO57l69Spbt25l2rRpTJw4kUWLFnH8+PEO11VfX09kZCTnzp0DoKWlhT179jB37lzGjx9PbGwsqampFBUVOYxta2vjww8/5OWXXyY6OpoXX3yR3bt309LS8qecmqeCx+NegIiIiDxbKioq6Nu3L8uWLXPoGz58uN1no9FIWFgYISEhdu0tLS289tprmM1mp3PU1dWxePFibty4wcyZMxkyZAiFhYVs3bqV0tJSUlNTHcYYDAZ8fX0ZMWIEVquVtWvXkp+fT2xsLAkJCdy4cYOsrCySk5NJT08nMjLSNjYtLY3s7GwmT57M/PnzKSsr48CBA5SWlpKRkUG3bt2+zKl6IilcioiISKe5f/8+JpOJ6OhoZsyY8ch6g8HA+PHj7dpMJhObNm3CZDJ1OC4jI4Pr16/z4x//mL/6q78CYN68efTp04d//ud/ZuLEiYwaNcpujNFoJCIiAk9PT06cOEF+fj6LFi1ixYoVtprZs2eTkJDAjh07OHLkCADFxcVkZ2czZ84cNmzYYKsNDg5m9+7dnDx5kqlTpz765DwltC0uIiIinaa6uhqLxUJ4ePgjaxsaGqioqCAqKsrWtn//fhITE2loaOB73/ue03H37t3DYDDwzW9+kzlz5tj1LV68GIDs7GyHMQUFBba5zp49C8DcuXPt6oKCghg1ahSVlZU0NjYC2LbyFyxYYFf7yiuv4OXl5bDV/7TTlUsREZEu5Je//OXjXkKHXnzxxa98jCtXrgDQv39/4MH2tqenJ+7u7g61BoMBHx8fRo4caWsrKysjPj6epUuXUlVVxYcffugwrrGxEYvFwoABAxy2o7/2ta/x9a9/nZKSErv28+fPc+fOHcaNGwfAqlWrmDdvHoGBgQ7Hv379OgBubg+u0RUVFeHv709YWJhdnbe3N+Hh4RQXFz/8pDxlFC5FRES6kI7uIXxalJeXA5CXl0d6ejp1dXV4enoybtw4UlNT7e6tNBqNjBkzhu7du9va3njjDdvnqqoqp3P4+PgAcPv2bYe+trY2bt265fCgjcFgYMCAAQQFBQEQEBBAQECAw/iLFy9SVFTEwIED8ff3Bx78P+vTp4/TtQQGBlJSUkJTUxN+fn5Oa5422hYXERGRTlNRUQHApUuXWLx4MWlpacyfP5/c3FySkpKora0FoLW1lXPnzjncb/n5oNkRPz8/wsPDuXjxInV1dXZ9v/nNb2htbcVisdi1G41Gh7n+mNlsZsuWLQAkJyfb2puammyB9o95e3sD0Nzc/Mh1Py0ULkVERKTTTJs2jR/84Af8/Oc/56WXXiImJoaUlBS2b9/OjRs32LNnDwAXLlzg9u3bjwx8HUlOTsZisbB69Wpyc3Opra3l3//93/m7v/s7/P398fD4w+ZtTU0NVVVVD52rtraW5cuXU1dXR2JiIhMnTrT1Wa3WDse197VvoT8LtC0uIiIinSYuLs5p+6RJkwgKCiIvLw94cCWxX79+9O3b90vNM2nSJDZv3kx6ejqrV68G4LnnnmP16tX8x3/8h92T5kajET8/P4fXILUrKSlhzZo1XLt2jQULFpCSkmLX7+vr2+H7LNvbn5UtcVC4FBER6VKcPUDyrOjZs6dt29xgMNg9Jf5lzJo1i2nTplFeXo6bmxsDBgyge/fufPDBB4SGhtrqjEYjkZGRdlcz250+fZrNmzdjsVhISUkhMTHRoSY4OJj6+nqnazCbzQQEBODl5fWVvsuTROFSRESkC3HFE9ldVWNjIytWrCA0NJS0tDS7vtbWVqqrqwkNDeXq1atUVlaydu3aLz2XwWDg5s2bzJgxg6FDh9ra//d//5erV68yc+ZMACwWC5988onTuU6dOsXGjRtxd3fnrbfeIjY21ulcQ4cOpbS0lJqaGrsHklpaWjCZTIwdO/ZLf48n0bNzA4CIiIg8VgEBAbS1tXHmzBkuX75s17d//36ampqIj4/HYDDQo0cPRowY8aXn+s///E/eeOMNfve739na7t27x65du/Dy8rK9v7KwsBCLxWJ7BVG78vJytm7dioeHBxkZGR0GS/jDVv/Bgwft2g8fPszdu3dtQfZZoSuXIiIi0mnWrVvH6tWrWblype09kgUFBZw6dYrRo0eTkJDA+vXriYiIcLpN/UV9//vf57//+79ZtWoVf/3Xf423tzfHjx+nqKiIjRs30qtXL+DBFc5BgwbZPrfbtWsXFouFqKgozGaz098kj4mJwcfHh+HDhxMfH092djY3b95k7NixlJSUkJOTQ3R0NDExMV/6ezyJFC5FRESk04wePZrMzEwyMzP5xS9+QXNzM8HBwSxdupTExESsVisFBQVOf/v7TxEeHs6ePXvYu3cvBw4c4P79+wwaNIhdu3bx3e9+11aXm5vLlClT7Ma2trZSWFgIPAifBoPB6Rw5OTm2VxC9/vrrhIaGcvToUT7++GMCAwNJSkpi4cKFz9TvigN0a2xs7Pj5eREREXGphoYGevfu/biXIU+4rvx3pHsuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlPB73AkREROTZsn37dj766COnfVu2bCE+Pt72+fz58yxdupTs7GxCQkJobGzkgw8+4Le//S0NDQ34+fkxevRoli5dyvPPP293rJaWFg4cOMCJEydoaGggKCiIl156iYSEBNzd3R3mrq+vZ9asWbz//vtERETQ0tLCvn37OHnyJHV1dfj4+DB8+HCWLFnC0KFD7ca2tbVx5MgRcnJyqKuro2fPnkyfPp2kpCS8vb2/+kl7gihcioiISKeqqKigb9++LFu2zKFv+PDhdp+NRiNhYWGEhIRgsVhYvnw5lZWVxMfHM2TIEGpra8nKyiIvL4/MzEzCw8MBuH//Pj/+8Y/Jzc1l1qxZfOc73yE/P59du3bxu9/9jtdff91hboPBgK+vLyNGjMBqtbJ27Vry8/OJjY0lISGBGzdukJWVRXJyMunp6URGRtrGpqWlkZ2dzeTJk5k/fz5lZWUcOHCA0tJSMjIy6Natm4vPYtelcCkiIiKd5v79+5hMJqKjo5kxY8Yj6w0GA+PHjwfg0KFDmEwmNmzYwJw5c2w1U6ZMYfHixbz33nvs3LkTgP/6r//CaDSycuVKFi5cCMCcOXP4u7/7O7Kzs5k9e7bD1Uej0UhERASenp6cOHGC/Px8Fi1axIoVK2w1s2fPJiEhgR07dnDkyBEAiouLyc7OZs6cOWzYsMFWGxwczO7duzl58iRTp079kmfsyaN7LkVERKTTVFdXY7FYbFcYH6ahoYGKigqioqIAyM/Px9PTk9mzZ9vVDR48mP79+1NYWGhr+9WvfoWnpycvv/yyXe2rr74KwLFjx+za7927R0FBgW2us2fPAjB37ly7uqCgIEaNGkVlZSWNjY12x1qwYIFd7SuvvIKXl5fDXE87XbkUERHpQo689C+Pewkdmp+z4NFFj3DlyhUA+vfvDzy4L9LT09PpPZAGgwEfHx9GjhwJwLZt27h+/bpDrdVq5caNG7i5/eGaWVFREeHh4fj4+NjVhoSE8PWvf53i4mK79vPnz3Pnzh3GjRsHwKpVq5g3bx6BgYEO67p+/TqAbb6ioiL8/f0JCwuzq/P29iY8PNxhrqedwqWIiEgXcvV83eNewp9VeXk5AHl5eaSnp1NXV4enpyfjxo0jNTWVkJAQW63RaGTMmDF0794dgF69etGrVy+HY544cYLPPvuMCRMmAA8C682bN22h9I8FBgZSW1tr12YwGBgwYABBQUEABAQEEBAQ4DD24sWLFBUVMXDgQPz9/QEwm8306dOnw7lKSkpoamrCz8/vYafmqaFtcREREek0FRUVAFy6dInFixeTlpbG/Pnzyc3NJSkpyRb6WltbOXfunO1+y46YTCbefvtt3N3dWbJkCQBNTU0A+Pr6Oh3j7e1Nc3OzXZvRaHzkXGazmS1btgCQnJxsa29qanK4Qvr5uQCH+Z5munIpIiIinWbatGkMHjyYV1991Ra8YmJiGDZsGOvXr2fPnj1s27aNCxcucPv27YcGvrKyMlJSUrh16xbr1q3jhRdeAB5sk3/+v3/MarXaba3X1NRQVVX10Llqa2tZtWoVdXV1JCYmMnHiRLvjdaS97/Nb9k87hUsRERHpNHFxcU7bJ02aRFBQEHl5ecCDK4n9+vWjb9++TusNBgObNm3izp07rFmzhnnz5tn62q9YtrS0OB3b0tJCjx49bJ+NRiN+fn4Or0FqV1JSwpo1a7h27RoLFiwgJSXFrt/X1/ehcwHPzJY4KFyKiIh0KX1GOg9Tz4KePXvats0NBoPtye0/lpWVxTvvvIObmxtvvvkm06dPt+vv0aMHAQEBmM1mp+PNZrNdaDUajURGRuLh4RiLTp8+zebNm7FYLKSkpJCYmOhQExwcTH19fYdzBQQE4OXl5fxLP4UULkVERLoQVzyR3VU1NjayYsUKQkNDSUtLs+trbW2lurqa0NBQrl69SmVlJWvXrnU4xqFDh9i5cyf+/v6kpaUxatQop3N95zvfoaCggJaWFrtfyKmpqaGxsdEWSC0WC5988onTuU6dOsXGjRtxd3fnrbfeIjY21ulcQ4cOpbS0lJqaGrsHklpaWjCZTIwdO/bRJ+cp8uzcACAiIiKPVUBAAG1tbZw5c4bLly/b9e3fv5+mpibi4+MxGAz06NGDESNG2NXk5uaSnp7Oc889x969ezsMlvBg+91isdhedN7u4MGDALafmCwsLMRisdheQdSuvLycrVu34uHhQUZGRofBsn2uzx+73eHDh7l79y4zZ87scOzTSFcuRUREpNOsW7eO1atXs3LlStt7JAsKCjh16hSjR48mISGB9evXExER4bBN/e6772K1WomOjubKlSu2d2Z+Xvuv/kybNo1f/vKX7N69m9raWoYMGUJeXh7/9V//xV//9V/z7W9/G3iw/T5o0CCHVxzt2rULi8VCVFQUZrOZ48ePO8wVExNj+73x+Ph4srOzuXnzJmPHjqWkpIScnByio6OJiYlx0dl7MnRrbGzs+BEnERERcamGhgZ69+79uJfxWJWWlpKZmcmFCxdobm4mODiYuLg4EhMTcXNzY8qUKaSmpvLSSy/Zxly9etXhl3mcaf9lHXjw+p8PPviA//iP/6CxsZHg4GDmzJnD/PnzbU9vz507lylTprB8+XLbuNbWViZOnMi9e/ceOldOTg7BwcG2MQcPHuTo0aOYzWYCAwOJi4tj4cKFdtvyrtKV/44ULkVERDpRVw4F8uToyn9HuudSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSREREOtX27duJjIx0+u/YsWN2tefPnycyMpKamhoAGhsbefvtt3nxxRcZP34806ZNY8OGDfzf//3fQ+esra1l4sSJDsf/vPr6eiIjIzl37hwALS0t7Nmzh7lz5zJ+/HhiY2NJTU2lqKjIYWxbWxsffvghL7/8MtHR0bz44ovs3r2blpaWP/HsPPk8HvcCRERE5NlSUVFB3759WbZsmUPf8OHD7T4bjUbCwsIICQnBYrGwfPlyKisriY+PZ8iQIdTW1pKVlUVeXh6ZmZmEh4c7HPP69eukpqbS3Nz80HUZDAZ8fX0ZMWIEVquVtWvXkp+fT2xsLAkJCdy4cYOsrCySk5NJT08nMjLSNjYtLY3s7GwmT57M/PnzKSsr48CBA5SWlpKRkUG3bt2+5Nl68ihcioiISKe5f/8+JpOJ6OhoZsyY8ch6g8HA+PHjATh06BAmk4kNGzYwZ84cW82UKVNYvHgx7733Hjt37rQbf/78ebZs2UJ9ff0j5zIajURERODp6cmJEyfIz89n0aJFrFixwlYze/ZsEhIS2LFjB0eOHAGguLiY7Oxs5syZw4YNG2y1wcHB7N69m5MnTzJ16tRHzv+00La4iIiIdJrq6mosFovTK4x/rKGhgYqKCqKiogDIz8/H09OT2bNn29UNHjyY/v37U1hYaNeelpbG0qVLsVqtdmHUmXv37lFQUGCb6+zZswDMnTvXri4oKIhRo0ZRWVlJY2MjgG2rfcGCBXa1r7zyCl5eXg/din8a6cqliIhIFzL1mPlxL6FD/xkf+JWPceXKFQD69+8PPLiv0dPTE3d3d4dag8GAj48PI0eOBGDbtm1cv37dodZqtXLjxg3c3OyvmZWXl5OYmEhSUhK/+c1vyM7O7nBd58+f586dO4wbNw6AVatWMW/ePAIDHb/z9evXAWzzFRUV4e/vT1hYmF2dt7c34eHhFBcXd3xCnkIKlyIiIl3IuYZ7j3sJf1bl5eUA5OXlkZ6eTl1dHZ6enowbN47U1FRCQkJstUajkTFjxtC9e3cAevXqRa9evRyOeeLECT777DMmTJhg1/7+++/bxj6KwWBgwIABBAUFARAQEEBAQIBD3cWLFykqKmLgwIH4+/sDYDab6dOnj9PjBgYGUlJSQlNTE35+fl9oLU86bYuLiIhIp6moqADg0qVLLF68mLS0NObPn09ubi5JSUnU1tYC0Nrayrlz52z3W3bEZDLx9ttv4+7uzpIlS+z6vmiwhAdB9lFzmc1mtmzZAkBycrKtvampCR8fH6djvL29AR75MNHTRFcuRUREpNNMmzaNwYMH8+qrr9qCV0xMDMOGDWP9+vXs2bOHbdu2ceHCBW7fvv3QwFdWVkZKSgq3bt1i3bp1vPDCC19qTTU1NVRVVT10rtraWlatWkVdXR2JiYlMnDjR1me1Wjsc1973x1v2TzOFSxEREek0cXFxTtsnTZpEUFAQeXl5wIMrif369aNv375O6w0GA5s2beLOnTusWbOGefPmfek1GY1G/Pz8HF6D1K6kpIQ1a9Zw7do1FixYQEpKil2/r69vh++zbG9/VrbEQeFSRESkS4no7fm4l/DY9OzZ07ZtbjAYbE9u/7GsrCzeeecd3NzcePPNN5k+ffpXmtdoNBIZGYmHh2MsOn36NJs3b8ZisZCSkkJiYqJDTXBwcIevOjKbzQQEBODl5fWV1vgkUbgUERHpQlzxRHZX1djYyIoVKwgNDSUtLc2ur7W1lerqakJDQ7l69SqVlZWsXbvW4RiHDh1i586d+Pv7k5aWxqhRo77SmiwWC5988onTuU6dOsXGjRtxd3fnrbfeIjY21ukxhg4dSmlpKTU1NXYPJLW0tGAymRg7duxXWuOT5tm5AUBEREQeq4CAANra2jhz5gyXL1+269u/fz9NTU3Ex8djMBjo0aMHI0aMsKvJzc0lPT2d5557jr17937lYAlQWFiIxWKxvYKoXXl5OVu3bsXDw4OMjIwOgyX8Yav/4MGDdu2HDx/m7t27zJw58yuv80miK5ciIiLSadatW8fq1atZuXKl7T2SBQUFnDp1itGjR5OQkMD69euJiIhw2KZ+9913sVqtREdHc+XKFds7Mz/vi/zqz+cZDAYGDRrk8IqjXbt2YbFYiIqKwmw2c/z4cYexMTEx+Pj4MHz4cOLj48nOzubmzZuMHTuWkpIScnJyiI6OJiYm5k9a05NO4VJEREQ6zejRo8nMzCQzM5Nf/OIXNDc3ExwczNKlS0lMTMRqtVJQUEBqaqrduKtXr1JVVQU8+EWcjn715k8Nl7m5uUyZMsWurbW11fZrPwaDAYPB4HRsTk6O7RVEr7/+OqGhoRw9epSPP/6YwMBAkpKSWLhw4TP1u+IA3RobGzt+fl5ERERcqqGhgd69ez/uZcgTriv/HemeSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGY/HvQARERF5tmzfvp2PPvrIad+WLVuIj4+3fT5//jxLly4lOzubkJAQGhsb+eCDD/jtb39LQ0MDfn5+jB49mqVLl/L888/bHauuro6f/vSn5Ofnc+PGDb7+9a8zbtw4li1bRu/evR3mrq+vZ9asWbz//vtERETQ0tLCvn37OHnyJHV1dfj4+DB8+HCWLFnC0KFD7ca2tbVx5MgRcnJyqKuro2fPnkyfPp2kpCS8vb2/+kl7gihcioiISKeqqKigb9++LFu2zKFv+PDhdp+NRiNhYWGEhIRgsVhYvnw5lZWVxMfHM2TIEGpra8nKyiIvL4/MzEzCw8MBuHHjBkuWLOHWrVvMmTOH559/HpPJRE5ODvn5+ezfv59evXrZzWUwGPD19WXEiBFYrVbWrl1Lfn4+sbGxJCQkcOPGDbKyskhOTiY9PZ3IyEjb2LS0NLKzs5k8eTLz58+nrKyMAwcOUFpaSkZGBt26dfsznMmuSeFSREREOs39+/cxmUxER0czY8aMR9YbDAbGjx8PwKFDhzCZTGzYsIE5c+bYaqZMmcLixYt577332LlzJwD/+I//yGeffUZGRgbjxo2z1X73u9/ltdde4+c//znr1q2zm8toNBIREYGnpycnTpwgPz+fRYsWsWLFClvN7NmzSUhIYMeOHRw5cgSA4uJisrOzmTNnDhs2bLDVBgcHs3v3bk6ePMnUqVO/xNl6MumeSxEREek01dXVWCwW2xXGh2loaKCiooKoqCgA8vPz8fT0ZPbs2XZ1gwcPpn///hQWFtra8vPzCQkJsQuWABMmTMDPz8+uFuDevXsUFBTY5jp79iwAc+fOtasLCgpi1KhRVFZW0tjYCMCxY8cAWLBggV3tK6+8gpeXl63/WaErlyIiIl2Iz5srHl30mDRv2f2Vj3HlyhUA+vfvD0BLSwuenp64u7s71BoMBnx8fBg5ciQA27Zt4/r16w61VquVGzdu4Ob2h2tme/fu5c6dO47fobmZ5uZmu1p4cG/nnTt3bGF01apVzJs3j8DAQIdjXL9+HcB2jKKiIvz9/QkLC7Or8/b2Jjw8nOLi4oeckaePwqWIiEgX4m4qedxL+LMqLy8HIC8vj/T0dOrq6vD09GTcuHGkpqYSEhJiqzUajYwZM4bu3bsD0KtXL4f7JAFOnDjBZ599xoQJE2xtQUFBTuc/dOgQbW1tjBkzxq7dYDAwYMAA27iAgAACAgIcxl+8eJGioiIGDhyIv78/AGazmT59+jidLzAwkJKSEpqamvDz8+votDxVtC0uIiIinaaiogKAS5cusXjxYtLS0pg/fz65ubkkJSVRW1sLQGtrK+fOnbPdb9kRk8nE22+/jbu7O0uWLHlo7blz5/jZz35Gjx49HLawjUbjI+cym81s2bIFgOTkZFt7U1MTPj4+Tse0Pyne3Nz80GM/TXTlUkRERDrNtGnTGDx4MK+++qoteMXExDBs2DDWr1/Pnj172LZtGxcuXOD27dsPDXxlZWWkpKRw69Yt1q1bxwsvvNBhbV5eHuvWreP+/fu88cYbdlc2a2pqqKqqeuhctbW1rFq1irq6OhITE5k4caKtz2q1djiuve+Pt+GfZgqXIiIi0mni4uKctk+aNImgoCDy8vKAB1cS+/XrR9++fZ3WGwwGNm3axJ07d1izZg3z5s3rcM6PPvqIn/zkJ3Tr1o3t27fbbZ+3z+Xn5+fwGqR2JSUlrFmzhmvXrrFgwQJSUlLs+n19fWlpaXE6tr39WdkSB4VLERGRLqUtfMjjXsJj07NnT9u2ucFgsD25/ceysrJ45513cHNz480332T69OkdHnPPnj3s27cPPz8//v7v/56IiAiHGqPRSGRkJB4ejrHo9OnTbN68GYvFQkpKComJiQ41wcHB1NfXO53fbDYTEBCAl5dXh2t82ihcioiIdCGueCK7q2psbGTFihWEhoaSlpZm19fa2kp1dTWhoaFcvXqVyspK1q5d63CMQ4cOsXPnTvz9/UlLS2PUqFEdzvfuu+9y+PBh+vTpw86dO52+/shisfDJJ584nevUqVNs3LgRd3d33nrrLWJjY53OM3ToUEpLS6mpqbF7IKmlpQWTycTYsWM7XOPT6Nm5AUBEREQeq4CAANra2jhz5gyXL1+269u/fz9NTU3Ex8djMBjo0aMHI0aMsKvJzc0lPT2d5557jr179z40WGZnZ3P48GFCQ0PtfrnnjxUWFmKxWBzeh1leXs7WrVvx8PAgIyOjw2AJf9jqP3jwoF374cOHuXv3LjNnzuxw7NNIVy5FRESk06xbt47Vq1ezcuVK23skCwoKOHXqFKNHjyYhIYH169cTERHhsE397rvvYrVaiY6O5sqVK7Z3Zn7ejBkzaG5u5v333wcePCz0ySefONT5+PgQExODwWBg0KBBDq842rVrFxaLhaioKMxmM8ePH3c4RkxMjO33xuPj48nOzubmzZuMHTuWkpIScnJyiI6OJiYm5iucsSdPt8bGxo4fcRIRERGXamhooHfv3o97GY9VaWkpmZmZXLhwgebmZoKDg4mLiyMxMRE3NzemTJlCamoqL730km3M1atXHX6Zx5mzZ89SWFjo9HfLP69v37788pe/ZO7cuUyZMoXly5fb+lpbW5k4cSL37t176DFycnIIDg62jTl48CBHjx7FbDYTGBhIXFwcCxcutD0V70pd+e9I4VJERKQTdeVQIE+Orvx3pHsuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlPB73AkREROTZsn37dj766COnfVu2bCE+Pt72+fz58yxdupTs7GxCQkJobGzkgw8+4Le//S0NDQ34+fkxevRoli5dyvPPP293rOvXr/PTn/6U3Nxcrl+/zje/+U3mzp3LX/3VX9GtWzeHuevr65k1axbvv/8+ERERtLS0sG/fPk6ePEldXR0+Pj4MHz6cJUuWMHToULuxbW1tHDlyhJycHOrq6ujZsyfTp08nKSkJb2/vr37SniAKlyIiItKpKioq6Nu3L8uWLXPoGz58uN1no9FIWFgYISEhWCwWli9fTmVlJfHx8QwZMoTa2lqysrLIy8sjMzOT8PBwAJqamli6dClXr15l3rx5hIaGkpuby9///d9jMplYt26dw9wGgwFfX19GjBiB1Wpl7dq15OfnExsbS0JCAjdu3CArK4vk5GTS09OJjIy0jU1LSyM7O5vJkyczf/58ysrKOHDgAKWlpWRkZDgNs08rhUsRERHpNPfv38dkMhEdHc2MGTMeWW8wGBg/fjwAhw4dwmQysWHDBubMmWOrmTJlCosXL+a9995j586dAHz44YdUVVXxt3/7t0ydOhWAuXPnsmbNGrKysnjllVcICwuzm8toNBIREYGnpycnTpwgPz+fRYsWsWLFClvN7NmzSUhIYMeOHRw5cgSA4uJisrOzmTNnDhs2bLDVBgcHs3v3bk6ePGlbw7NA91yKiIhIp6mursZisdiuMD5MQ0MDFRUVREVFAZCfn4+npyezZ8+2qxs8eDD9+/ensLDQ1nb37l2GDBlCbGysXe13v/tdrFYrZWVldu337t2joKDANtfZs2eBB4H084KCghg1ahSVlZU0NjYCcOzYMQAWLFhgV/vKK6/g5eVl639W6MqliIhIF9Jc8KPHvYQO+YxJ/8rHuHLlCgD9+/cHoKWlBU9PT9zd3R1qDQYDPj4+jBw5EoBt27Zx/fp1h1qr1cqNGzdwc/vDNbMf/vCHTudvD5XBwcF27efPn+fOnTuMGzcOgFWrVjFv3jwCAwMdjnH9+nUA23xFRUX4+/s7XAn19vYmPDyc4uJip2t5WilcioiIdCH3b5Y+7iX8WZWXlwOQl5dHeno6dXV1eHp6Mm7cOFJTUwkJCbHVGo1GxowZQ/fu3QHo1asXvXr1cjjmiRMn+Oyzz5gwYYLTOZubm6mpqeHf//3fOXr0KBMnTuQ73/mOXY3BYGDAgAEEBQUBEBAQQEBAgMOxLl68SFFREQMHDsTf3x8As9lMnz59nM4dGBhISUkJTU1N+Pn5PeLsPB0ULkVERKTTVFRUAHDp0iUWL15MQEAA//M//8ORI0e4dOkS+/btIzg4mNbWVs6dO9fhFch2JpOJt99+G3d3d5YsWeK05h//8R85dOgQAN/85jf50Y9+5FBjNBqZOHHiQ+cym81s2bIFgOTkZFt7U1OTw1XLdu1Pijc3NytcioiIiLjatGnTGDx4MK+++qoteMXExDBs2DDWr1/Pnj172LZtGxcuXOD27du2h3mcKSsrIyUlhVu3brFu3TpeeOEFp3V/+Zd/yejRo6msrOSf/umfSExM5P3332fIkCEA1NTUUFVV9dC5amtrWbVqFXV1dSQmJtoFUavV2uG49r7Pb9k/7RQuRUREpNPExcU5bZ80aRJBQUHk5eUBD64k9uvXj759+zqtNxgMbNq0iTt37rBmzRrmzZvX4ZwREREATJgwgbFjx7Jo0SL+4R/+gT179tjm8vPzc3gNUruSkhLWrFnDtWvXWLBgASkpKXb9vr6+tLS0OB3b3v6sXLUEhUsREZEuxc1/8ONewmPTs2dP27a5wWCwPbn9x7KysnjnnXdwc3PjzTffZPr06V94jm9/+9v069ePy5cv29qMRiORkZF4eDjGotOnT7N582YsFgspKSkkJiY61AQHB1NfX+90PrPZTEBAAF5eXl94jU86hUsREZEuxBVPZHdVjY2NrFixgtDQUNLS0uz6Wltbqa6uJjQ0lKtXr1JZWcnatWsdjnHo0CF27tyJv78/aWlpjBo1yqHGarXy/e9/n+7du/Pzn//cof/27du2sGexWPjkk0+cznXq1Ck2btyIu7s7b731lsNrjdoNHTqU0tJSampq7B5IamlpwWQyMXbs2IefmKfMs3MDgIiIiDxWAQEBtLW1cebMGbsrhwD79++nqamJ+Ph4DAYDPXr0YMSIEXY1ubm5pKen89xzz7F3716nwRKgW7du9O7dm6KiIts2e7tf//rX1NXVERMTA0BhYSEWi8X2CqJ25eXlbN26FQ8PDzIyMjoMlvCHrf6DBw/atR8+fJi7d+8yc+bMDsc+jXTlUkRERDrNunXrWL16NStXrrS9R7KgoIBTp04xevRoEhISWL9+PREREQ7b1O+++y5Wq5Xo6GiuXLlie2fm57X/6s+PfvQjLl26xPr165k7dy6hoaEUFxfzq1/9im9961ssX74ceLD9PmjQIIdXHO3atQuLxUJUVBRms5njx487zBUTE2P7vfH4+Hiys7O5efMmY8eOpaSkhJycHKKjo21B9lnRrbGxseNHnERERMSlGhoa6N279+NexmNVWlpKZmYmFy5coLm5meDgYOLi4khMTMTNzY0pU6aQmprKSy+9ZBtz9epVh1/mcab9l3XgwVPg//iP/0h+fj63bt0iKCiIyZMnk5SUZHvAZu7cuUyZMsUWNuHBFv3EiRO5d+/eQ+fKycmxvYy9tbWVgwcPcvToUcxmM4GBgcTFxbFw4ULbU/Gu1JX/jhQuRUREOlFXDgXy5OjKf0e651JEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERDrV9u3biYyMdPrv2LFjdrXnz58nMjKSmpoaABobG3n77bd58cUXGT9+PNOmTWPDhg383//93yPn3bRpE5GRkdTW1jrtr6+vJzIyknPnzgHQ0tLCnj17mDt3LuPHjyc2NpbU1FSKioocxra1tfHhhx/y8ssvEx0dzYsvvsju3btpaWn5E8/Ok8/jcS9AREREni0VFRX07duXZcuWOfQNHz7c7rPRaCQsLIyQkBAsFgvLly+nsrKS+Ph4hgwZQm1tLVlZWeTl5ZGZmUl4eLjTOf/93/+d//iP/3jougwGA76+vowYMQKr1cratWvJz88nNjaWhIQEbty4QVZWFsnJyaSnpxMZGWkbm5aWRnZ2NpMnT2b+/PmUlZVx4MABSktLycjIoFu3bl/iTD2ZFC5FRESk09y/fx+TyUR0dDQzZsx4ZL3BYGD8+PEAHDp0CJPJxIYNG5gzZ46tZsqUKSxevJj33nuPnTt3OhyjtraWt99+m+7du3P37t0O5zIajURERODp6cmJEyfIz89n0aJFrFixwlYze/ZsEhIS2LFjB0eOHAGguLiY7Oxs5syZw4YNG2y1wcHB7N69m5MnTzJ16tRHn5ynhMKliIhIF/LTX735uJfQoeSZW77yMaqrq7FYLB1eYfy8hoYGKioqWL16NQD5+fl4enoye/Zsu7rBgwfTv39/CgsLHY7R1tbG1q1bCQ0N5fnnn+fEiRNO57p37x4FBQX86Ec/AuDs2bMAzJ07164uKCiIUaNG8fHHH9PY2EhAQIBtK3/BggV2ta+88go/+9nPOHbsmMKliIiIPB7VDabHvYQ/qytXrgDQv39/4MF9jZ6enri7uzvUGgwGfHx8GDlyJADbtm3j+vXrDrVWq5UbN27g5ub4KMn+/fspLS3lwIED/NM//VOH6zp//jx37txh3LhxAKxatYp58+YRGBjoUHv9+nUA23xFRUX4+/sTFhZmV+ft7U14eDjFxcUdzvs00gM9IiIi0mnKy8sByMvL48UXX2TChAlMmDCB1157zfbQTjuj0ciYMWPo3r07AL169WLQoEEOxzxx4gSfffYZo0ePtmsvKioiMzOTH/7wh7Yw2xGDwcCAAQMICgoCICAggBdeeMHhXsmLFy9SVFTEwIED8ff3B8BsNtOnTx+nxw0MDOTmzZs0NTU9dP6nicKliIiIdJqKigoALl26xOLFi0lLS2P+/Pnk5uaSlJRke5K7tbWVc+fO2e637IjJZOLtt9/G3d2dJUuW2Nrv3LnD1q1bGT16NC+//PIj12U0Gh85l9lsZsuWB7cGJCcn29qbmprw8fFxOsbb2xuA5ubmR67haaFtcREREek006ZNY/Dgwbz66qu24BUTE8OwYcNYv349e/bsYdu2bVy4cIHbt28/NPCVlZWRkpLCrVu3WLduHS+88IKtb8eOHfz+979nz549j3xSu6amhqqqqofOVVtby6pVq6irqyMxMZGJEyfa+qxWa4fj2vucbdk/rRQuRUREupBv9n70gy5Psri4OKftkyZNIigoiLy8PODBlcR+/frRt29fp/UGg4FNmzZx584d1qxZw7x582x9//3f/83Ro0dZt24d3bt3p7GxEXjw0A7ArVu3bA/jtM/l5+fn8BqkdiUlJaxZs4Zr166xYMECUlJS7Pp9fX07fJ9le7ufn5/T/qeRwqWIiEgX4oonsp9UPXv2tG2bGwwGoqKinNZlZWXxzjvv4Obmxptvvsn06dPt+j/++GPgwbsn09LSHMZ///vfB/7wRLjRaCQyMhIPD8dYdPr0aTZv3ozFYiElJYXExESHmuDgYOrr652u1Ww2ExAQgJeXV0df+6mjcCkiIiKdorGxkRUrVhAaGuoQ+lpbW6muriY0NJSrV69SWVnJ2rVrHY5x6NAhdu7cib+/P2lpaYwaNcqh5vvf/77Td2j+0z/9E/n5+bz55pv07NkTAIvFwieffOJ0rlOnTrFx40bc3d156623iI2Ndfq9hg4dSmlpKTU1NYSEhNjaW1paMJlMjB079uEn5inz7NwAICIiIo9VQEAAbW1tnDlzhsuXL9v17d+/n6amJuLj4zEYDPTo0YMRI0bY1eTm5pKens5zzz3H3r17nQZLePCaI2c/LdmrVy/gwa8Atf+6TmFhIRaLxfYKonbl5eVs3boVDw8PMjIyOgyW8Iet/oMHD9q1Hz58mLt37zJz5sxHn5yniK5cioiISKdZt24dq1evZuXKlbb3SBYUFHDq1ClGjx5NQkIC69evJyIiwmGb+t1338VqtRIdHc2VK1ds78z8vC/yqz+fZzAYGDRokC14ttu1axcWi4WoqCjMZjPHjx93GBsTE4OPjw/Dhw8nPj6e7Oxsbt68ydixYykpKSEnJ4fo6GhiYmL+pDU96RQuRUREpNOMHj2azMxMMjMz+cUvfkFzczPBwcEsXbqUxMRErFYrBQUFpKam2o27evUqVVVVABw7dsz2qzh/7E8Nl7m5uUyZMsWurbW11fZrPwaDAYPB4HRsTk6O7RVEr7/+OqGhoRw9epSPP/6YwMBAkpKSWLhw4TP1u+IA3RobGzt+fl5ERERcqqGhgd69ez/uZcgTriv/HemeSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmPx70AERERebZs376djz76yGnfli1biI+Pt30+f/48S5cuJTs7m5CQEBobG/nggw/47W9/S0NDA35+fowePZqlS5fy/PPP2x3rZz/7GXv37nU6zw9+8AOSk5Pt2urr65k1axbvv/8+ERERtLS0sG/fPk6ePEldXR0+Pj4MHz6cJUuWMHToULuxbW1tHDlyhJycHOrq6ujZsyfTp08nKSkJb2/vL3GWnlwKlyIiItKpKioq6Nu3L8uWLXPoGz58uN1no9FIWFgYISEhWCwWli9fTmVlJfHx8QwZMoTa2lqysrLIy8sjMzOT8PBwu3l8fHz48Y9/7DDPgAEDHNoMBgO+vr6MGDECq9XK2rVryc/PJzY2loSEBG7cuEFWVhbJycmkp6cTGRlpG5uWlkZ2djaTJ09m/vz5lJWVceDAAUpLS8nIyKBbt25f5ZQ9URQuRUREpNPcv38fk8lEdHQ0M2bMeGS9wWBg/PjxABw6dAiTycSGDRuYM2eOrWbKlCksXryY9957j507d9ray8vL6d+//xeaBx4E2YiICDw9PTlx4gT5+fksWrSIFStW2Gpmz55NQkICO3bs4MiRIwAUFxeTnZ3NnDlz2LBhg602ODiY3bt3c/LkSaZOnfqF1vA00D2XIiIi0mmqq6uxWCx2Vxg70tDQQEVFBVFRUQDk5+fj6enJ7Nmz7eoGDx5M//79KSwstLW1tLTw6aef0r9//y+0rnv37lFQUGCb6+zZswDMnTvXri4oKIhRo0ZRWVlJY2MjAMeOHQNgwYIFdrWvvPIKXl5etv5nha5cioiIdCG//OUvH/cSOvTiiy9+5WNcuXIFwBb6Wlpa8PT0xN3d3aHWYDDg4+PDyJEjAdi2bRvXr193qLVardy4cQM3tz9cMzOZTNy/f98WYi0WC+7u7nh4OI8+58+f586dO4wbNw6AVatWMW/ePAIDAx1qr1+/DmCbr6ioCH9/f8LCwuzqvL29CQ8Pp7i4+BFn5emicCkiItKFmM3mx72EP6vy8nIA8vLySE9Pp66uDk9PT8aNG0dqaiohISG2WqPRyJgxY+jevTsAvXr1olevXg7HPHHiBJ999hkTJkxwmKesrIyXX36Zqqoq3NzcGDFiBD/60Y/49re/bXcMg8HAgAEDCAoKAiAgIICAgACHuS5evEhRUREDBw7E398fePD/rE+fPk6/b2BgICUlJTQ1NeHn5/dFT9MTTdviIiIi0mkqKioAuHTpEosXLyYtLY358+eTm5tLUlIStbW1ALS2tnLu3Dnb/ZYdMZlMvP3227i7u7NkyRJbe3u4vHDhAnPnzuXtt99myZIllJaW8jd/8zeUlJTYHcdoND5yLrPZzJYtWwDsnjRvamrCx8fH6Zj2J8Wbm5sfeuynia5cioiISKeZNm0agwcP5tVXX7UFr5iYGIYNG8b69evZs2cP27Zt48KFC9y+ffuhga+srIyUlBRu3brFunXreOGFF2x9Y8eOpUePHnzve9+zXYGcMGEC48ePZ8mSJbz77rtkZmYCUFNTQ1VV1UPnqq2tZdWqVdTV1ZGYmMjEiRNtfVartcNx7X2f37J/2ilcioiISKeJi4tz2j5p0iSCgoLIy8sDHlxJ7NevH3379nVabzAY2LRpE3fu3GHNmjXMmzfPrj86Opro6GiHcUOGDGHYsGFcvHiR27dv06NHD4xGI35+fg6vQWpXUlLCmjVruHbtGgsWLCAlJcWu39fXl5aWFqdj29uflS1xULgUERHpUpw9QPKs6Nmzp23b3GAw2J7c/mNZWVm88847uLm58eabbzJ9+vQ/eR6r1Upzc7MtXEZGRjp92Of06dNs3rwZi8VCSkoKiYmJDjXBwcHU19c7nctsNhMQEICXl9eftMYnmcKliIhIF+KKJ7K7qsbGRlasWEFoaChpaWl2fa2trVRXVxMaGsrVq1eprKxk7dq1Dsc4dOgQO3fuxN/fn7S0NEaNGuVQY7VaWbx4MQD79+936K+srKRHjx58/etfx2Kx8Mknnzid69SpU2zcuBF3d3feeustYmNjnX6voUOHUlpaSk1Njd0DSS0tLZhMJsaOHfvQ8/K0eXZuABAREZHHKiAggLa2Ns6cOcPly5ft+vbv309TUxPx8fEYDAZ69OjBiBEj7Gpyc3NJT0/nueeeY+/evU6DJUC3bt147rnnKCkp4fTp03Z9v/rVr6isrGTGjBm4u7tTWFiIxWKxvYKoXXl5OVu3bsXDw4OMjIwOgyX8Yav/4MGDdu2HDx/m7t27zJw586Hn5WmjK5ciIiLSadatW8fq1atZuXKl7T2SBQUFnDp1itGjR5OQkMD69euJiIhw2KZ+9913sVqtREdHc+XKFds7Mz+v/dd4Vq9eTVFREZs2bWLOnDk8//zzFBcX86tf/Yr+/fuzfPly4MH2+6BBgxxecbRr1y4sFgtRUVGYzWaOHz/uMFdMTIzt98bj4+PJzs7m5s2bjB07lpKSEnJycoiOjiYmJsZFZ+/J0K2xsbHjR5xERETEpRoaGujdu/fjXsZjVVpaSmZmJhcuXKC5uZng4GDi4uJITEzEzc2NKVOmkJqayksvvWQbc/XqVYdf5nGm/Zd1AD799FP27t3L2bNnuXXrFr179yY2NpbFixfzta99DXjwCzxTpkyxhU14sEU/ceJE7t2799C5cnJyCA4Oto05ePAgR48exWw2ExgYSFxcHAsXLrQ9Fe9KXfnvSOFSRESkE3XlUCBPjq78d6R7LkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZTwe9wJERETk2bJ9+3Y++ugjp31btmwhPj7e9vn8+fMsXbqU7OxsQkJCaGxs5IMPPuC3v/0tDQ0N+Pn5MXr0aJYuXcrzzz/vcLxf//rX/Ou//isVFRX4+voyfPhwVq5cybe+9S2H2vr6embNmsX7779PREQELS0t7Nu3j5MnT1JXV4ePjw/Dhw9nyZIlDB061G5sW1sbR44cIScnh7q6Onr27Mn06dNJSkrC29v7q52wJ4zCpYiIiHSqiooK+vbty7Jlyxz6hg8fbvfZaDQSFhZGSEgIFouF5cuXU1lZSXx8PEOGDKG2tpasrCzy8vLIzMwkPDzcNnbv3r387Gc/Y+TIkaSkpPDZZ59x5MgRlixZwsGDBwkODraby2Aw4Ovry4gRI7Baraxdu5b8/HxiY2NJSEjgxo0bZGVlkZycTHp6OpGRkbaxaWlpZGdnM3nyZObPn09ZWRkHDhygtLSUjIwMunXr5uKz2HUpXIqIiEinuX//PiaTiejoaGbMmPHIeoPBwPjx4wE4dOgQJpOJDRs2MGfOHFvNlClTWLx4Me+99x47d+4EoLS0lH379hEdHU1aWhru7u4AREZGsmzZMg4cOMCGDRvs5jIajURERODp6cmJEyfIz89n0aJFrFixwlYze/ZsEhIS2LFjB0eOHAGguLiY7Oxs5syZY3fM4OBgdu/ezcmTJ5k6deqXPGNPHt1zKSIiIp2muroai8Vid4WxIw0NDVRUVBAVFQVAfn4+np6ezJ49265u8ODB9O/fn8LCQltbdnY29+/fZ82aNbZgCTBq1CiSk5P5zne+Y3eMe/fuUVBQYJvr7NmzAMydO9euLigoiFGjRlFZWUljYyMAx44dA2DBggV2ta+88gpeXl62/meFrlyKiIh0IUde+pfHvYQOzc9Z8OiiR7hy5QoA/fv3B6ClpQVPT0+7ANjOYDDg4+PDyJEjAdi2bRvXr193qLVardy4cQM3tz9cMysoKCA8PNy29X3v3j3u37+Pl5cXP/jBDxzmOn/+PHfu3GHcuHEArFq1innz5hEYGOhQe/36dQDbfEVFRfj7+xMWFmZX5+3tTXh4OMXFxV/gzDw9FC5FRES6kKvn6x73Ev6sysvLAcjLyyM9PZ26ujo8PT0ZN24cqamphISE2GqNRiNjxoyhe/fuAPTq1YtevXo5HPPEiRN89tlnTJgwAXgQJGtqaoiKiqKwsJD33nvPFvCGDh3Kj370I4YNG2Z3DIPBwIABAwgKCgIgICCAgIAAh7kuXrxIUVERAwcOxN/fHwCz2UyfPn2cft/AwEBKSkpoamrCz8/vTzlVTyxti4uIiEinqaioAODSpUssXryYtLQ05s+fT25uLklJSdTW1gLQ2trKuXPnbPdbdsRkMvH222/j7u7OkiVLAGhqauL+/fv83//9HykpKbzwwgv85Cc/YdWqVVRVVbF8+XKHq4lGo/GRc5nNZrZs2QJAcnKyrb2pqQkfHx+nY9qfFG9ubn7osZ8munIpIiIinWbatGkMHjyYV1991Ra8YmJiGDZsGOvXr2fPnj1s27aNCxcucPv27YcGvrKyMlJSUrh16xbr1q3jhRdeAODu3bvAg/s7V69ebXcvZEREBIsWLSI9PZ0PPvgAgJqaGqqqqh46V21tLatWraKuro7ExEQmTpxo67NarR2Oa+/7/Jb9007hUkRERDpNXFyc0/ZJkyYRFBREXl4e8OBKYr9+/ejbt6/TeoPBwKZNm7hz5w5r1qxh3rx5tr72q4ju7u527QDf/va3GTZsGBcvXqS5uRkfHx+MRiN+fn4Or0FqV1JSwpo1a7h27RoLFiwgJSXFrt/X15eWlhanY9vbn5UtcVC4FBER6VL6jHQepp4FPXv2tG2bGwwG25PbfywrK4t33nkHNzc33nzzTaZPn27X/7WvfY0ePXrg4eGBl5eXw/hvfOMbWK1Wbt++bQuXkZGReHg4xqLTp0+zefNmLBYLKSkpJCYmOtQEBwdTX1/vdK1ms5mAgACn63haKVyKiIh0Ia54IruramxsZMWKFYSGhpKWlmbX19raSnV1NaGhoVy9epXKykrWrl3rcIxDhw6xc+dO/P39SUtLY9SoUQ413bp1Y8iQIRQUFGA2mx2e+P7000/x8fGhZ8+eWCwWPvnkE6dznTp1io0bN+Lu7s5bb71FbGys0+81dOhQSktLqampsXsgqaWlBZPJxNixY7/Q+XlaPDs3AIiIiMhjFRAQQFtbG2fOnOHy5ct2ffv376epqYn4+HgMBgM9evRgxIgRdjW5ubmkp6fz3HPPsXfvXqfBst2sWbOwWq3s3bvX4RhlZWXExsbi5uZGYWEhFovF9gqiduXl5WzduhUPDw8yMjI6DJbwh63+gwcP2rUfPnyYu3fvMnPmzA7HPo105VJEREQ6zbp161i9ejUrV660vUeyoKCAU6dOMXr0aBISEli/fj0REREO29TvvvsuVquV6Ohorly5Yntn5ue1/+pPXFwcv/nNbzh69CjXrl1jwoQJfPrpp/zbv/0bvXv3tv3qjsFgYNCgQQ6vONq1axcWi4WoqCjMZjPHjx93mCsmJsb2e+Px8fFkZ2dz8+ZNxo4dS0lJCTk5OURHRxMTE+Ois/dk6NbY2NjxI04iIiLiUg0NDfTu3ftxL+OxKi0tJTMzkwsXLtDc3ExwcDBxcXEkJibi5ubGlClTSE1N5aWXXrKNuXr1qsMv8zjT/ss6AG1tbfzrv/4rv/zlL/n000/x8/Nj/PjxLF++3Pb/YO7cuUyZMoXly5fbxrW2tjJx4kTu3bv30LlycnJsL2lvbW3l4MGDHD161LYVHxcXx8KFC21PxbtSV/47UrgUERHpRF05FMiToyv/HemeSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGY/HvQARERF5tmzfvp2PPvrIad+WLVuIj4+3fT5//jxLly4lOzubkJAQGhsb+eCDD/jtb39LQ0MDfn5+jB49mqVLl/L888/bxkVGRj5yHWfPnrX7XF9fz6xZs3j//feJiIigpaWFffv2cfLkSerq6vDx8WH48OEsWbKEoUOH2o1ta2vjyJEj5OTkUFdXR8+ePZk+fTpJSUl4e3v/CWfnyadwKSIiIp2qoqKCvn37smzZMoe+4cOH2302Go2EhYUREhKCxWJh+fLlVFZWEh8fz5AhQ6itrSUrK4u8vDwyMzMJDw8H4I033nA6d15eHsePH2fSpEkOfQaDAV9fX0aMGIHVamXt2rXk5+cTGxtLQkICN27cICsri+TkZNLT0+0CbFpaGtnZ2UyePJn58+dTVlbGgQMHKC0tJSMjg27dun2VU/ZEUbgUERGRTnP//n1MJhPR0dHMmDHjkfUGg4Hx48cDcOjQIUwmExs2bGDOnDm2milTprB48WLee+89du7cCeD02PX19bz77ruEhYWxZcsWh36j0UhERASenp6cOHGC/Px8Fi1axIoVK2w1s2fPJiEhgR07dnDkyBEAiouLyc7OZs6cOWzYsMFWGxwczO7duzl58iRTp079gmfoyad7LkVERKTTVFdXY7FYbFcYH6ahoYGKigqioqIAyM/Px9PTk9mzZ9vVDR48mP79+1NYWPjQ46WlpfH73/+e119/nR49etj13bt3j4KCAttc7Vvmc+fOtasLCgpi1KhRVFZW0tjYCMCxY8cAWLBggV3tK6+8gpeXl63/WaErlyIiIl3I1GPmx72EDv1nfOBXPsaVK1cA6N+/PwAtLS14enri7u7uUGswGPDx8WHkyJEAbNu2jevXrzvUWq1Wbty4gZtbx9fMzp49y5kzZ5gxYwajRo1y6D9//jx37txh3LhxAKxatYp58+YRGOj4na9fvw5gm6+oqAh/f3/CwsLs6ry9vQkPD6e4uLjDdT2NFC5FRES6kHMN9x73Ev6sysvLgQf3Pqanp1NXV4enpyfjxo0jNTWVkJAQW63RaGTMmDF0794dgF69etGrVy+HY544cYLPPvuMCRMmdDjv7t278fDwYPny5U77DQYDAwYMICgoCICAgAACAgIc6i5evEhRUREDBw7E398fALPZTJ8+fZweNzAwkJKSEpqamvDz8+twfU8TbYuLiIhIp6moqADg0qVLLF68mLS0NObPn09ubi5JSUnU1tYC0Nrayrlz52z3W3bEZDLx9ttv4+7uzpIlS5zWXLx4kZKSEmbMmNFhCDQajY+cy2w22+7VTE5OtrU3NTXh4+PjdEz7k+LNzc0PPfbTRFcuRUREpNNMmzaNwYMH8+qrr9qCV0xMDMOGDWP9+vXs2bOHbdu2ceHCBW7fvv3QwFdWVkZKSgq3bt1i3bp1vPDCC07r/u3f/g2AxMREp/01NTVUVVU9dK7a2lpWrVpFXV0diYmJTJw40dZntVo7HNfe97At+6eNwqWIiIh0mri4OKftkyZNIigoiLy8PODBlcR+/frRt29fp/UGg4FNmzZx584d1qxZw7x585zW3bt3D4PBwAsvvEC/fv2c1hiNRvz8/Bxeg9SupKSENWvWcO3aNRYsWEBKSopdv6+vLy0tLU7Htrc/K1vioHApIiLSpUT09nzcS3hsevbsads2NxgMtie3/1hWVhbvvPMObm5uvPnmm0yfPr3DYxYUFHD79m2mTZvWYY3RaCQyMhIPD8dYdPr0aTZv3ozFYiElJcXp1c/g4GDq6+udHttsNhMQEICXl1eH8z9tFC5FRES6EFc8kd1VNTY2smLFCkJDQ0lLS7Pra21tpbq6mtDQUK5evUplZSVr1651OMahQ4fYuXMn/v7+pKWlOX3y+/POnz8PwNixY532WywWPvnkE6dznTp1io0bN+Lu7s5bb71FbGys02MMHTqU0tJSampq7B5IamlpwWQydTj30+rZuQFAREREHquAgADa2to4c+YMly9ftuvbv38/TU1NxMfHYzAY6NGjByNGjLCryc3NJT09neeee469e/c+MlgCXL58GR8fnw63xAsLC7FYLLZXELUrLy9n69ateHh4kJGR0WGwhD9s9R88eNCu/fDhw9y9e5eZM2c+cp1PE125FBERkU6zbt06Vq9ezcqVK23vkSwoKODUqVOMHj2ahIQE1q9fT0REhMM29bvvvovVaiU6OporV67Y3pn5eX/8yzxVVVUEBQV1+ECNwWBg0KBBDq842rVrFxaLhaioKMxmM8ePH3cYGxMTY/u98fj4eLKzs7l58yZjx46lpKSEnJwcoqOjiYmJ+RPP0pOtW2NjY8ePOImIiIhLNTQ00Lt378e9jMeqtLSUzMxMLly4QHNzM8HBwcTFxZGYmIibmxtTpkwhNTWVl156yTbm6tWrDr/M40z7L+u0i46OZuDAgfz85z93Wj937lymTJli9/7L1tZWJk6cyL17D3/naE5ODsHBwbYxBw8e5OjRo5jNZgIDA4mLi2PhwoW2p+JdqSv/HSlcioiIdKKuHArkydGV/450z6WIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMx+NegIiIiDxbtm/fzkcffeS0b8uWLcTHx9s+nz9/nqVLl5KdnU1ISAiNjY188MEH/Pa3v6WhoQE/Pz9Gjx7N0qVLef755+2O9dlnn7Fnzx6MRiO///3vCQwMJC4ujqSkJLp37+4wd319PbNmzeL9998nIiKClpYW9u3bx8mTJ6mrq8PHx4fhw4ezZMkShg4daje2ra2NI0eOkJOTQ11dHT179mT69OkkJSXh7e391U/aE0ThUkRERDpVRUUFffv2ZdmyZQ59w4cPt/tsNBoJCwsjJCQEi8XC8uXLqaysJD4+niFDhlBbW0tWVhZ5eXlkZmYSHh4OQFNTEz/4wQ+or69n9uzZDBo0iIKCAn7+859z+fJlMjIyHOY2GAz4+voyYsQIrFYra9euJT8/n9jYWBISErhx4wZZWVkkJyeTnp5OZGSkbWxaWhrZ2dlMnjyZ+fPnU1ZWxoEDBygtLSUjI4Nu3bq5+Cx2XQqXIiIi0mnu37+PyWQiOjqaGTNmPLLeYDAwfvx4AA4dOoTJZGLDhg3MmTPHVjNlyhQWL17Me++9x86dOwH45S9/SW1tLStXrmThwoUAzJ07l23btnH06FFyc3MZN26c3VxGo5GIiAg8PT05ceIE+fn5LFq0iBUrVthqZs+eTUJCAjt27ODIkSMAFBcXk52dzZw5c9iwYYOtNjg4mN27d3Py5EmmTp36Jc/Yk0f3XIqIiEinqa6uxmKx2K4wPkxDQwMVFRVERUUBkJ+fj6enJ7Nnz7arGzx4MP3796ewsNDW9rvf/Q6Av/zLv7SrjYmJAeDKlSt27ffu3aOgoMA219mzZ4EHgfTzgoKCGDVqFJWVlTQ2NgJw7NgxABYsWGBX+8orr+Dl5WXrf1boyqWIiEgX4vPmikcXPSbNW3Z/5WO0h7r+/fsD0NLSgqenJ+7u7g61BoMBHx8fRo4cCcC2bdu4fv26Q63VauXGjRu4uf3hmtm3vvUtAP73f//XLshWVVUB0Lt3b7tjnD9/njt37tiuZq5atYp58+YRGBjosK7r168D2OYrKirC39+fsLAwuzpvb2/Cw8MpLi5+6Dl52ihcioiIdCHuppLHvYQ/q/LycgDy8vJIT0+nrq4OT09Pxo0bR2pqKiEhIbZao9HImDFjbA/f9OrVi169ejkc88SJE3z22WdMmDDB1vbSSy9x6tQp0tPT8fLyYuDAgVy8eJGf/exnhIeHM3nyZLtjGAwGBgwYQFBQEAABAQEEBAQ4zHXx4kWKiooYOHAg/v7+AJjNZvr06eP0+wYGBlJSUkJTUxN+fn5/wpl6cilcioiISKepqKgA4NKlSyxevJiAgAD+53/+hyNHjnDp0iX27dtHcHAwra2tnDt3jh/+8IcPPZ7JZOLtt9/G3d2dJUuW2Np9fX1Zvnw5mzdv5rXXXrO1h4WF8Q//8A8OT3AbjUYmTpz40LnMZjNbtmwBIDk52dbe1NTkcNWyXfs8zc3NCpciIiIirjZt2jQGDx7Mq6++agteMTExDBs2jPXr17Nnzx62bdvGhQsXuH37tu1hHmfKyspISUnh1q1brFu3jhdeeMHW9+tf/5r/9//+H1//+tdZvXo1oaGhlJWV8S//8i8kJyezZ88e21XKmpoaqqqqHjpXbW0tq1atoq6ujsTERLsgarVaOxzX3vf5LfunncKliIiIdJq4uDin7ZMmTSIoKIi8vDzgwZXEfv360bdvX6f1BoOBTZs2cefOHdasWcO8efPs+t977z28vLzIzMy0bbVPnDiRMWPGsHz5cnbu3MlPfvIT21x+fn4Or0FqV1JSwpo1a7h27RoLFiwgJSXFrt/X15eWlhanY9vbn5WrlqBwKSIi0qW0hQ953Et4bHr27GnbNjcYDLYnt/9YVlYW77zzDm5ubrz55ptMnz7drr+xsRGz2UxUVJTdPZwAo0aN4lvf+hbnzp2ztRmNRiIjI/HwcIxFp0+fZvPmzVgsFlJSUkhMTHSoCQ4Opr6+3ulazWYzAQEBeHl5PfzLP0UULkVERLoQVzyR3VU1NjayYsUKQkNDSUtLs+trbW2lurqa0NBQrl69SmVlJWvXrnU4xqFDh9i5cyf+/v6kpaUxatQohxoPDw+6devG/fv3na6jra3Ntl1tsVj45JNPnM516tQpNm7ciLu7O2+99RaxsbFOjzd06FBKS0upqamxC7MtLS2YTCbGjh3b8Ul5Cj07NwCIiIjIYxUQEEBbWxtnzpzh8uXLdn379++nqamJ+Ph4DAYDPXr0YMSIEXY1ubm5pKen89xzz7F3716nwRIebEH/xV/8BefOnbM9nf75Y1RXV/Pd734XgMLCQiwWi8ML1cvLy9m6dSseHh5kZGR0GCzhD1v9Bw8etGs/fPgwd+/eZebMmR2flKeQrlyKiIhIp1m3bh2rV69m5cqVtvdIFhQUcOrUKUaPHk1CQgLr168nIiLCYZv63XffxWq1Eh0dzZUrVxxehA7YfvVn3bp1JCcnk5yczNy5cwkNDaW8vJycnBy+8Y1v2O6bNBgMDBo0yOEVR7t27cJisRAVFYXZbOb48eMOc8XExNh+bzw+Pp7s7Gxu3rzJ2LFjKSkpIScnh+joaNuL258V3RobGzt+xElERERcqqGhweEF3s+a0tJSMjMzuXDhAs3NzQQHBxMXF0diYiJubm5MmTKF1NRUXnrpJduYq1evOvwyjzPtv6wD8Omnn/LBBx+Qn5/P73//e77xjW8wfvx4/uZv/sb2/2Du3LlMmTKF5cuX28a1trYyceJE7t2799C5cnJyCA4Oto05ePAgR48exWw2ExgYSFxcHAsXLnR47ZErdOW/I4VLERGRTtSVQ4E8Obry35HuuRQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl/F43AsQERGRZ8v27dv56KOPnPZt2bKF+Ph42+fz58+zdOlSsrOzCQkJobGxkQ8++IDf/va3NDQ04Ofnx+jRo1m6dCnPP/+83bGuXr3Knj17yM3NxWKx0K9fP+bPn8+MGTOczl1fX8+sWbN4//33iYiIoKWlhX379nHy5Enq6urw8fFh+PDhLFmyhKFDh9qNbWtr48iRI+Tk5FBXV0fPnj2ZPn06SUlJeHt7f7UT9oRRuBQREZFOVVFRQd++fVm2bJlD3/Dhw+0+G41GwsLCCAkJwWKxsHz5ciorK4mPj2fIkCHU1taSlZVFXl4emZmZhIeHA1BXV8fixYu5ceMGM2fOZMiQIRQWFrJ161ZKS0tJTU11mNtgMODr68uIESOwWq2sXbuW/Px8YmNjSUhI4MaNG2RlZZGcnEx6ejqRkZG2sWlpaWRnZzN58mTmz59PWVkZBw4coLS0lIyMDLp16+bis9h1KVyKiIhIp7l//z4mk4no6OgOryB+nsFgYPz48QAcOnQIk8nEhg0bmDNnjq1mypQpLF68mPfee4+dO3cCkJGRwfXr1/nxj3/MX/3VXwEwb948+vTpwz//8z8zceJERo0aZTeX0WgkIiICT09PTpw4QX5+PosWLWLFihW2mtmzZ5OQkMCOHTs4cuQIAMXFxWRnZzNnzhw2bNhgqw0ODmb37t2cPHmSqVOnfskz9uTRPZciIiLSaaqrq7FYLLYrjA/T0NBARUUFUVFRAOTn5+Pp6cns2bPt6gYPHkz//v0pLCwE4N69exgMBr75zW/ahVCAxYsXA5CdnW3Xfu/ePQoKCmxznT17FoC5c+fa1QUFBTFq1CgqKytpbGwE4NixYwAsWLDArvaVV17By8vL1v+s0JVLERGRLqS54EePewkd8hmT/pWPceXKFQD69+8PQEtLC56enri7uzvUGgwGfHx8GDlyJADbtm3j+vXrDrVWq5UbN27g5vbgmlljYyMWi4UBAwY4bEd/7Wtf4+tf/zolJSV27efPn+fOnTuMGzcOgFWrVjFv3jwCAwMd1nX9+nUA23xFRUX4+/sTFhZmV+ft7U14eDjFxcVf4Mw8PRQuRUREupD7N0sf9xL+rMrLywHIy8sjPT2duro6PD09GTduHKmpqYSEhNhqjUYjY8aMoXv37gD06tWLXr16ORzzxIkTfPbZZ0yYMAEAHx8fAG7fvu1Q29bWxq1bt2hpabFrNxgMDBgwgKCgIAACAgIICAhwGH/x4kWKiooYOHAg/v7+AJjNZvr06eP0+wYGBlJSUkJTUxN+fn4PPTdPC22Li4iISKepqKgA4NKlSyxevJi0tDTmz59Pbm4uSUlJ1NbWAtDa2sq5c+ds91t2xGQy8fbbb+Pu7s6SJUsA8PPzIzw8nIsXL1JXV2dX/5vf/IbW1lYsFotdu9FofORcZrOZLVu2AJCcnGxrb2pqsgXaP9b+pHhzc/NDj/00UbgUERGRTjNt2jR+8IMf8POf/5yXXnqJmJgYUlJS2L59Ozdu3GDPnj0AXLhwgdu3bz808JWVlbFixQpu3brFmjVreOGFF2x9ycnJWCwWVq9eTW5uLrW1tfz7v/87f/d3f4e/vz8eHn/YvK2pqaGqquqhc9XW1rJ8+XLq6upITExk4sSJtj6r1drhuPa+9i30Z4G2xUVERKTTxMXFOW2fNGkSQUFB5OXlAQ+uJPbr14++ffs6rTcYDGzatIk7d+6wZs0a5s2b53C8zZs3k56ezurVqwF47rnnWL16Nf/xH/+ByWSy1RqNRvz8/Bxeg9SupKSENWvWcO3aNRYsWEBKSopdv6+vr8M2e7v29mdlSxwULkVERLoUN//Bj3sJj03Pnj1t2+YGg8H25PYfy8rK4p133sHNzY0333yT6dOnO62bNWsW06ZNo7y8HDc3NwYMGED37t354IMPCA0NtdUZjUYiIyPtrma2O336NJs3b8ZisZCSkkJiYqJDTXBwMPX19U7XYDabCQgIwMvL65Hf/2mhcCkiItKFuOKJ7K6qsbGRFStWEBoaSlpaml1fa2sr1dXVhIaGcvXqVSorK1m7dq3DMQ4dOsTOnTvx9/cnLS3N4V2V7QwGAzdv3mTGjBl2v6bzv//7v1y9epWZM2cCYLFY+OSTT5zOderUKTZu3Ii7uztvvfUWsbGxTucaOnQopaWl1NTU2D2Q1NLSgslkYuzYsY8+OU+RZ+cGABEREXmsAgICaGtr48yZM1y+fNmub//+/TQ1NREfH4/BYKBHjx6MGDHCriY3N5f09HSee+459u7d22GwBPjP//xP3njjDX73u9/Z2u7du8euXbvw8vKyvb+ysLAQi8ViewVRu/LycrZu3YqHhwcZGRkdBkv4w1b/wYMH7doPHz7M3bt3bUH2WaErlyIiItJp1q1bx+rVq1m5cqXtPZIFBQWcOnWK0aNHk5CQwPr164mIiHDYpn733XexWq1ER0dz5coV2zszP6/9V3++//3v89///d+sWrWKv/7rv8bb25vjx49TVFTExo0bba80MhgMDBo0yOEVR7t27cJisRAVFYXZbOb48eMOc8XExNh+bzw+Pp7s7Gxu3rzJ2LFjKSkpIScnh+joaGJiYlx09p4M3RobGzt+xElERERcqqGhgd69ez/uZTxWpaWlZGZmcuHCBZqbmwkODiYuLo7ExETc3NyYMmUKqampvPTSS7YxV69edfhlHmfaf1kHHjyIs3fvXkpKSrh//z6DBg1i0aJFfPe737XVzJ07lylTprB8+XJbW2trKxMnTuTevXsPnSsnJ4fg4GDbmIMHD3L06FHMZjOBgYHExcWxcOFC2+uIXKkr/x0pXIqIiHSirhwK5MnRlf+OdM+liIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMx+NegIiIiDxbtm/fzkcffeS0b8uWLcTHx9s+nz9/nqVLl5KdnU1ISAi3b99m//79nDp1CrPZTFBQEPHx8SQmJuLhYR9rWlpaOHDgACdOnKChoYGgoCBeeuklEhIScHd3d5i7vr6eWbNm8f777xMREUFLSwv79u3j5MmT1NXV4ePjw/Dhw1myZAlDhw61G9vW1saRI0fIycmhrq6Onj17Mn36dJKSkvD29nbBWXtyKFyKiIhIp6qoqKBv374sW7bMoW/48OF2n41GI2FhYYSEhNDa2kpqaiqXLl1i9uzZfPvb3+Z//ud/2L17NxcvXmTnzp22cffv3+fHP/4xubm5zJo1i+985zvk5+eza9cufve73/H66687zG0wGPD19WXEiBFYrVbWrl1Lfn4+sbGxJCQkcOPGDbKyskhOTiY9PZ3IyEjb2LS0NLKzs5k8eTLz58+nrKyMAwcOUFpaSkZGBt26dXPhGezaFC5FRESk09y/fx+TyUR0dDQzZsx4ZL3BYGD8+PEAHD9+nAsXLvDDH/6QV199FYC/+qu/ws/Pj3/913/l7NmztsD3X//1XxiNRlauXMnChQsBmDNnDn/3d39HdnY2s2fPdrj6aDQaiYiIwNPTkxMnTpCfn8+iRYtYsWKFrWb27NkkJCSwY8cOjhw5AkBxcTHZ2dnMmTOHDRs22GqDg4PZvXs3J0+eZOrUqV/hrD1ZdM+liIiIdJrq6mosFgvh4eGPrG1oaKCiooKoqCgAmpqaGDBgAC+++KJd3Xe/+10ASktLbW2/+tWv8PT05OWXX7arbQ+lx44d+//s3XtY1HXC//+ngiiCiKgQo6u3kuYqdasB5gHFFQ9bVJZkIBrrEQ9JUuiu62pB3d6tHVbbVpdkd83cVv2FYLlLdm/c7vadMY+giyysmCiCCnc2IuQMIvz+4GLWaQY7jYj6elxXV/E+fN7v+cQfr+t9GOzKr1y5wsGDB21j7d+/H4ApU6bYtQsICGDo0KGcPHkSs9ls96y4uDi7tjExMbRv395hrNudVi5FRERakbf+nHqzp9CseQ+t+t7P+Ne//gVA3759gcZzke3atXN6BtJoNOLp6cmQIUMAiI2NJTY21qFdUVERAIGBgbay/Px8goKC8PT0tGvbo0cPunTpwrFjx+zKc3Nz+fLLLxk+fDgAixcvJjo6Gn9/f4fxLly4AEDbtm1tY/n4+NCrVy+7dh06dCAoKMhhrNudwqWIiEgrUlp54mZP4YY6fvw4AJ9++ilr167l7NmztGvXjuHDh5OUlESPHj1sbU0mEyEhIXh4eDg8x2q1cvbsWfbs2cPvf/97Bg0aREREBNAYWKuqqmyh9Kv8/f0pLy+3KzMajdx9990EBAQA4Ovri6+vr0PfI0eOkJ+fT79+/fDx8QGgoqKCu+66q9mxCgoKqK6uxtvb+/ov5zahcCkiIiItpri4GIB//OMfzJw5E19fX44ePcq2bdv4xz/+wR/+8AcMBgN1dXUcOHCAp59+2ulzsrKyeO211wDo0qULP/3pT2nXrh3QuH0O0LFjR6d9O3TowOXLl+3KTCYTY8aMue7cKyoqWLWqcfV23rx5tvLq6mqHVctrxwK4fPnyHRMudeZSREREWsyECROYM2cOv//975k8eTIREREkJiby0ksv8cUXX7BhwwYA8vLyqKmpsV3m+arg4GBeeeUVkpOT8fDwYPbs2XzyyScANDQ02P37qxoaGuy24cvKyjh16lSzYwGUl5ezYMECzp49y/Tp0+2CaHPjXFvXtIV+J9DKpYiIiLSYSZMmOS0fO3YsAQEBfPrpp0DjSmKfPn3szlFea9CgQbb/HjNmDDExMbz66quEh4fbViwtFovTvhaLBS8vL9vPJpMJb29vh69BalJQUMBzzz3H559/TlxcHImJiXb1HTt2vO5YwB2zagkKlyIiIq3KD7p//S3q25Wfn59t29xoNNpubn+dphvcn3zyCWaz2XZesqKiwmn7iooKu9BqMpkICwtz+BJ2gL/97W+sXLkSq9VKYmIi06dPd2hjMBg4f/58s2P5+vrSvn37b/RZbgcKlyIiIq2IK25kt1Zms5mFCxfSs2dP1qxZY1dXV1dHaWkpPXv25Ny5c5w8eZKlS5fatUlKSuKzzz4jIyPDIQh++eWXtG3b1nb5Z9CgQRw8eBCLxWL3F3LKysowm81MnDgRaLwYdOjQIYexAHJyclixYgVubm6sXr2acePGOf1cwcHBFBYWUlZWZnchyWKxcOLECR544IFv8ZZufXfOAQARERG5qXx9fbl69SqffPIJ//znP+3qNm3aRHV1NVFRURiNRry8vBg8eLBdm8DAQM6ePcsHH3xgV56bm0tubi6hoaG2LfFJkyZhtVptX3TeZPPmzQC2PzF5+PBhrFar7SuImhw/fpznn38ed3d31q1b12ywbBrr2mc32bp1K7W1tTz00EPXey23Ha1cioiISItZtmwZzzzzDIsWLbJ9j+TBgwfJycnh/vvvJzY2lp/+9KeEhoY6rE7OmTMHk8nEK6+8QlFREffccw+fffYZmZmZ+Pr6smzZMlvbCRMmsHPnTtavX095eTkDBw7k008/5eOPP+aJJ57gnnvuARq33/v370+3bt3sxnrjjTewWq2MHDmSiooKsrOzHT5LRESE7e+NR0VFkZmZSVVVFQ888AAFBQVkZWURHh5u+4qkO0Ubs9nc/BUnERERcanKykq6d+9+s6dxUxUWFpKenk5eXh6XL1/GYDAwadIkpk+fTtu2bYmMjCQpKYnJkyc79P3iiy9IS0vjk08+4cKFC3Tt2pWRI0cyZ84ch/d6+fJlNm7cyEcffYTZbMZgMPDYY4/x5JNP2m5vT5kyhcjISBYsWGDrV1dXx5gxY7hy5cp1P0dWVhYGg8HWZ/PmzXzwwQdUVFTg7+/PpEmTiI+Pt9uWd5XW/HukcCkiItKCWnMokFtHa/490plLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERFpUS+99BJhYWFO/9m1a5dd29zcXMLCwigrKwOgpqaG3/zmN0yZMoXw8HCio6PZtGkTdXV11x2zvLycMWPGODz/WufPnycsLIwDBw4AYLFY2LBhA1OmTGHEiBGMGzeOpKQk8vPzHfpevXqVd999l6lTpxIeHs6jjz7K+vXrsVgs3/b13PLcb/YERERE5M5SXFxMYGAg8+fPd6i777777H42mUz06tWLHj16UFdXR1JSEv/4xz945JFHuOeeezh69Cjr16/nyJEj/OpXv3I63oULF0hKSuLy5cvXnZfRaKRjx44MHjyYhoYGli5dyr59+xg3bhyxsbF88cUXZGRkMG/ePNauXUtYWJit75o1a8jMzORHP/oRTz75JEVFRbz99tsUFhaybt062rRp8x3e1K1J4VJERERaTH19PSdOnCA8PJwf//jHX9veaDQyYsQIALKzs8nLy+Ppp5/mqaeeAuDxxx/H29ub7du3s3//frvAB40rn6tWreL8+fNfO5bJZCI0NJR27dqxe/du9u3bx09+8hMWLlxoa/PII48QGxvLa6+9xrZt2wA4duwYmZmZPPbYYyxfvtzW1mAwsH79ev76178yfvz4r385twlti4uIiEiLKS0txWq1EhQU9LVtKysrKS4uZuTIkQBUV1dz99138+ijj9q1GzZsGACFhYV25WvWrCEhIYGGhgYee+yx64515coVDh48aBtr//79AEyZMsWuXUBAAEOHDuXkyZOYzWYA21Z7XFycXduYmBjat29/3a3425FWLkVERFqRnTt33uwpNOuroe67+Ne//gVA3759gcZzje3atcPNzc2hrdFoxNPTkyFDhgAQGxtLbGysQ7uioiIAAgMD7cqPHz/O9OnTmTVrFnv27CEzM7PZeeXm5vLll18yfPhwABYvXkx0dDT+/v4ObS9cuABA27aNa3T5+fn4+PjQq1cvu3YdOnQgKCiIY8eONTvu7UjhUkREpBWpqKi42VO4oY4fPw7Ap59+ytq1azl79izt2rVj+PDhJCUl0aNHD1tbk8lESEgIHh4eDs+xWq2cPXuWPXv28Pvf/55BgwYRERFh1+Y3v/mN077OGI1G7r77bgICAgDw9fXF19fXod2RI0fIz8+nX79++Pj4AI3/z+666y6nz/X396egoIDq6mq8vb2/0VxudQqXIiIi0mKKi4sB+Mc//sHMmTPx9fXl6NGjbNu2jX/84x/84Q9/wGAwUFdXx4EDB3j66aedPicrK4vXXnsNgC5duvDTn/6Udu3a2bX5psESGoPsmDFjrtumoqKCVatWATBv3jxbeXV1tcOqZZMOHToAcPny5TsmXOrMpYiIiLSYCRMmMGfOHH7/+98zefJkIiIiSExM5KWXXuKLL75gw4YNAOTl5VFTU2O7zPNVwcHBvPLKKyQnJ+Ph4cHs2bP55JNPvtOcysrKOHXqVLNjQeNXGS1YsICzZ88yffp0uyDa0NDQbL+muqYt9DuBVi5FRESkxUyaNMlp+dixYwkICODTTz8FGlcS+/Tp43COssmgQYNs/z1mzBhiYmJ49dVXCQ8P/9ZzMplMeHt7O3wNUpOCggKee+45Pv/8c+Li4khMTLSr79ixY7PfZ9lUfqesWoLCpYiISKvi7ALJncLPz8+2bW40Gm03t79O0w3uTz75BLPZ7PSs5PWYTCbCwsJwd3eMRX/7299YuXIlVquVxMREpk+f7tDGYDA0+1VHFRUV+Pr60r59+281p1uZwqWIiEgr4oob2a2V2Wxm4cKF9OzZkzVr1tjV1dXVUVpaSs+ePTl37hwnT55k6dKldm2SkpL47LPPyMjIcAiCX375JW3btv1W5yyh8WLQoUOHHMYCyMnJYcWKFbi5ubF69WrGjRvn9BnBwcEUFhZSVlZmdyHJYrFw4sQJHnjggW81p1vdnXMAQERERG4qX19frl69yieffMI///lPu7pNmzZRXV1NVFQURqMRLy8vBg8ebNcmMDCQs2fP8sEHH9iV5+bmkpubS2hoKB07dvxWczp8+DBWq9X2FURNjh8/zvPPP4+7uzvr1q1rNljCv7f6N2/ebFe+detWamtreeihh77VnG51WrkUERGRFrNs2TKeeeYZFi1aZPseyYMHD5KTk8P9999PbGwsP/3pTwkNDXVYnZwzZw4mk4lXXnmFoqIi7rnnHj777DMyMzPx9fVl2bJl33o+RqOR/v37061bN7vyN954A6vVysiRI6moqCA7O9uhb0REBJ6entx3331ERUWRmZlJVVUVDzzwAAUFBWRlZREeHu7wFUm3O4VLERERaTH3338/6enppKens2PHDi5fvozBYCAhIYHp06fT0NDAwYMHSUpKcujr5+fHH/7wB9LS0vjkk0/YuXMnXbt25aGHHmLOnDl07979W89n7969REZG2pXV1dVx+PBhoDF8Go1Gp32zsrLw9PQE4Oc//zk9e/bkgw8+4O9//zv+/v7MmjWL+Pj4O+rvigO0MZvNzd+fFxEREZeqrKz8TiFI5Fqt+fdIZy5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRESkRdXX17N9+3amTZtGeHg4UVFRpKSkUFFR4dA2NzeXsLAwysrKHOouXbpEVFQUb731VrNj1dbWMnr0aN5//30A6urq+OMf/0hsbCyjRo0iIiKC+fPns3fvXqf9d+3axfTp0xk9ejQ//vGPWbNmDVVVVd/xk98ZFC5FRESkRaWkpPDqq69iMBhISkpi3LhxfPTRRyQkJHDp0iW7tiaTiV69etGjRw+7covFQnJystNAeq1Dhw5hsVgYPnw4AC+//DLr1q2jW7duJCYmMnPmTCoqKliyZAm7du2y67tp0yZSU1Pp3LkzixcvZtKkSezcuZMFCxZgsVhc8CZuT+43ewIiIiJy59izZw/Z2dlER0ezbNkyW3m/fv1ITU1lx44dxMfH28qNRiMjRoywe8aJEyf4xS9+wYkTJ752PJPJRP/+/enevTtHjx7l/fffZ8KECbz00ku2NlOmTCEuLo61a9cyceJE2rVrx/nz59m4cSMjRozg9ddfp23bxvW4AQMGsHLlSrZv385TTz31fV/HbUkrlyIiItJiMjIy8PLyYtGiRXblEyZMID4+nl69etnKKisrKS4uZuTIkbayTZs2MX36dCorK5k2bdrXjmcymWzhdP/+/UBjmLyWt7c3Y8aMoaqqiuPHjwOwe/durly5QmxsrC1YAkycOJHAwECHVU75N61cioiItCLbJv/xZk+hWU9mxX2v/levXiUvL4/Q0FC8vLyAxu1tNzc3PDw8HAKn0WjE09OTIUOG2MqKioqIiooiISGBU6dO8e677zY73pkzZygtLbWFy5iYGEaPHk3v3r0d2l64cAEANzc3APLz8wEIDg52aDtw4EA+/vhjqqur8fb2/jav4I6gcCkiItKKnMs9e7OncMOUl5djtVoxGAzk5OSQnp5OcXExbm5uhISEkJycbBf8TCYTISEheHh42MpSUlJsP586deq64xmNRnx8fLj33nuBxhXK/v37O7QrKytjz549dO7cmaCgIAAqKiro1KmTLQRfy9/f3/Z5nD3vTqdtcREREWkRTZd19u/fz6pVqxg1ahRr1qxh1qxZ5OXlMXv2bNut8Lq6Og4cOOBw3vLaoPl1jEYjw4YNs61GOlNdXc3y5cupra1lzpw5uLu728o9PT2d9unQoQOALvU0Q+FSREREWkRtbS0AJSUlvPjiiyxcuJCIiAjmzp3L6tWrqaqqIi0tDYC8vDxqamocwuU3ZbFYyM3NvW7/ixcvkpiYSGFhIZGRkUydOtVW19DQ0Gy/prprz2LKv+mtiIiISItoWgn09/dn7NixdnXh4eEEBATYLt2YTCb69OlDYGDgdxrr4MGD1NbW2r6C6KtKS0uZPXs2+fn5jB8/ntTUVNq0aWOr9/LyanZlsqlc5y2d05lLERGRVuSuId8tTN0KAgICAPDz83Na37VrV4qLi4HGLe1rb4l/WyaTiQEDBjgd6+jRoyQnJ2M2m4mJiWHJkiUOq5AGg4HCwkIuX77ssD1eUVFB27Zt6d69+3ee3+1M4VJERKQV+b43slszX19fevbsSWlpKVarlfbt29vq6uvrKS8vx2AwcO7cOU6ePMnSpUu/81gmk4kHH3zQofzIkSMkJiZitVp59tlniYmJcdp/0KBB5OTkcOzYMUJCQuzqCgoK6Nu3r9PLPqJtcREREWlBDz/8MDU1NWzZssWuPCsrC7PZzPjx4zEajXh5eTF48ODvNEZJSQnl5eUOW+KVlZUsXboUi8XCCy+80GywBIiMjMTd3Z133nnH7vzl7t27OXfuHFFRUd9pbncCrVyKiIhIi4mLi8NoNJKWlkZJSQlDhw6lqKiIrKwsgoKCmDFjBitWrCA0NNR2c/vbMhqN+Pr6MmjQILvy9PR0zGYzwcHBNDQ0kJ2d7dA3LCyMrl27EhgYyMyZM9m4cSOLFy8mMjKS06dPs23bNgYOHMjjjz/+neZ2J1C4FBERkRbj4eHBm2++yebNm/nwww/JycmhS5cuPPHEEyQkJODm5sbBgwdJSkr6zmPs3buXBx54wOEc5b59+4DGL0hv+pL0r9qwYQNdu3YFYO7cufj5+bF9+3ZeeeUV/Pz8mDx5MgkJCbavIxJHbcxmc/N37UVERMSlKisrdRFEvrfW/HukM5ciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jLuN3sCIiIicmepr6/nvffeIysri9LSUjp37kxoaCgLFizA39/frm1ubi4JCQlkZmbSo0cPzGYzGzdu5P/9v/9HZWUl3t7e3H///SQkJPAf//EfDmPV1tYSGRlJcnIyjzzyCHV1dWzbto1du3ZRWlqKu7s7AwYMID4+nuHDhzv037VrF1u3buX06dN4eXkxduxY5s+fj4+Pz416Pbc8rVyKiIhIi0pJSeHVV1/FYDCQlJTEuHHj+Oijj0hISODSpUt2bU0mE7169aJHjx5YrVYWLFhARkYGoaGhtsD46aefMnPmTE6cOOEw1qFDh7BYLLbg+PLLL7Nu3Tq6detGYmIiM2fOpKKigiVLlrBr1y67vps2bSI1NZXOnTuzePFiJk2axM6dO1mwYAEWi+XGvaBbnFYuRUREpMXs2bOH7OxsoqOjWbZsma28X79+pKamsmPHDuLj423lRqORESNGAPCnP/2JEydOsHz5ch577DFbm8jISGbOnMmbb77Jr371K7vxTCYT/fv3p3v37hw9epT333+fCRMm8NJLL9naTJkyhbi4ONauXcvEiRNp164d58+fZ+PGjYwYMYLXX3+dtm0b1+MGDBjAypUr2b59O0899dQNeUe3Oq1cioiISIvJyMjAy8uLRYsW2ZVPmDCB+Ph4evXqZSurrKykuLiYkSNHArBv3z7atWvHI488Ytd3wIAB9O3bl8OHDzuMZzKZbOF0//79QGOYvJa3tzdjxoyhqqqK48ePA7B7926uXLlCbGysLVgCTJw4kcDAQIdVTvk3rVyKiIi0IuN3VdzsKTTrf6L8v77RdVy9epW8vDxCQ0Px8vICwGKx4ObmhoeHh0PgNBqNeHp6MmTIEABefPFFLly4gJubm127hoYGvvjiC7sQCHDmzBlKS0tt4TImJobRo0fTu3dvh7lduHABwPbs/Px8AIKDgx3aDhw4kI8//pjq6mq8vb2/9Xu43SlcioiItCIHKq/c7CncMOXl5VitVgwGAzk5OaSnp1NcXIybmxshISEkJyfbBT+TyURISAgeHh4AdOvWjW7dujk8d/fu3fzf//0fo0ePtis3Go34+Phw7733Ao0rlP3793foX1ZWxp49e+jcuTNBQUEAVFRU0KlTJ1sIvlbTpaPy8nKnz7vTaVtcREREWkTTZZ39+/ezatUqRo0axZo1a5g1axZ5eXnMnj2bsrIyAOrq6jhw4IBt1bE5J06c4JVXXsHNzY3Zs2fb1RmNRoYNG+aw0nmt6upqli9fTm1tLXPmzMHd3d1W7unp6bRPhw4dAHSppxkKlyIiItIiamtrASgpKeHFF19k4cKFREREMHfuXFavXk1VVRVpaWkA5OXlUVNTc91wWVRUxMKFC7l06RLPPfccP/zhD211FouF3Nzc6/a/ePEiiYmJFBYWEhkZydSpU211DQ0NzfZrqvvqNrw00lsRERGRFtG0Eujv78/YsWPt6sLDwwkICLBdujGZTPTp04fAwECnzzIajcyfPx+z2cxzzz1HdHS0Xf3Bgwepra11+t2VAKWlpcyePZv8/HzGjx9Pamoqbdq0sdV7eXk1uzLZVK7zls7pzKWIiEgrEtq93c2ewg0TEBAAgJ+fn9P6rl27UlxcDDSGx6Zb4l+VkZHBq6++Stu2bUlNTWXixIkObUwmEwMGDHA61tGjR0lOTsZsNhMTE8OSJUscViENBgOFhYVcvnzZYXu8oqKCtm3b0r1796//0HcghUsREZFW5PveyG7NfH196dmzJ6WlpVitVtq3b2+rq6+vp7y8HIPBwLlz5zh58iRLly51eMaf/vQnfvWrX+Hj48OaNWsYOnSo07FMJhMPPvigQ/mRI0dITEzEarXy7LPPEhMT47T/oEGDyMnJ4dixY4SEhNjVFRQU0LdvX6eXfUTb4iIiItKCHn74YWpqatiyZYtdeVZWFmazmfHjx2M0GvHy8mLw4MF2bfbu3cvatWvp3LkzaWlpzQbLkpISysvLHbbEKysrWbp0KRaLhRdeeKHZYAmNX8zu7u7OO++8Y3f+cvfu3Zw7d46oqKhv+cnvHFq5FBERkRYTFxeH0WgkLS2NkpIShg4dSlFREVlZWQQFBTFjxgxWrFhBaGio7eZ2k9dff52GhgbCw8P517/+xb/+9S+H5//4xz/GaDTi6+vLoEGD7OrS09Mxm80EBwfT0NBAdna2Q/+wsDC6du1KYGAgM2fOZOPGjSxevJjIyEhOnz7Ntm3bGDhwII8//rhrX8xtpI3ZbG7+OpSIiIi4VGVl5R1/Vs9isbB582Y+/PBDzp8/T5cuXRg7diwJCQm0b9+eyMhIkpKSmDx5sq3PuXPnHP4yjzP79+/n6aefxs/Pj9TUVLu6yZMnU15eft3+GzZs4P7777f9nJGRwfbt2zlz5gx+fn6MHj2ahIQEfHx8vt2HdrHW/HukcCkiItKCWnMokFtHa/490plLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZ95s9AREREbmz1NfX895775GVlUVpaSmdO3cmNDSUBQsW4O/vb9c2NzeXhIQEMjMz6dGjBzU1NWzatImcnBwqKioICAggKiqK6dOn4+7uGGtqa2uJjIwkOTmZRx55hLq6OrZt28auXbsoLS3F3d2dAQMGEB8fz/Dhwx3679q1i61bt3L69Gm8vLwYO3Ys8+fPx8fH54a9n1udVi5FRESkRaWkpPDqq69iMBhISkpi3LhxfPTRRyQkJHDp0iW7tiaTiV69etGjRw/q6upISkpiy5YthISEkJSURHBwMOvXr2fp0qVOxzp06BAWi8UWHF9++WXWrVtHt27dSExMZObMmVRUVLBkyRJ27dpl13fTpk2kpqbSuXNnFi9ezKRJk9i5cycLFizAYrHcmJdzG9DKpYiIiLSYPXv2kJ2dTXR0NMuWLbOV9+vXj9TUVHbs2EF8fLyt3Gg0MmLECACys7PJy8vj6aef5qmnngLg8ccfx9vbm+3bt7N//37CwsLsxjOZTPTv35/u3btz9OhR3n//fSZMmMBLL71kazNlyhTi4uJYu3YtEydOpF27dpw/f56NGzcyYsQIXn/9ddq2bVyPGzBgACtXrmT79u22OYg9rVyKiIhIi8nIyMDLy4tFixbZlU+YMIH4+Hh69eplK6usrKS4uJiRI0cCUF1dzd13382jjz5q13fYsGEAFBYWOoxnMpls4XT//v1AY5i8lre3N2PGjKGqqorjx48DsHv3bq5cuUJsbKwtWAJMnDiRwMBAh1VO+TetXIqIiLQinqkLb/YUmnV51frv1f/q1avk5eURGhqKl5cXABaLBTc3Nzw8PBwCp9FoxNPTkyFDhgAQGxtLbGysw3OLiooACAwMtCs/c+YMpaWltnAZExPD6NGj6d27t8MzLly4AICbmxsA+fn5AAQHBzu0HThwIB9//DHV1dV4e3t/8xdwh1C4FBERaUXcThTc7CncMOXl5VitVgwGAzk5OaSnp1NcXIybmxshISEkJyfbBT+TyURISAgeHh4Oz7JarZw9e5Y9e/bw+9//nkGDBhEREWHXxmg04uPjw7333gs0rlD279/f4VllZWXs2bOHzp07ExQUBEBFRQWdOnWyheBrNV06Ki8vd/q8O522xUVERKRFNF3W2b9/P6tWrWLUqFGsWbOGWbNmkZeXx+zZsykrKwOgrq6OAwcO2FYdvyorK4upU6eyfv16OnXqxE9/+lPatWtn18ZoNDJs2DDbaqQz1dXVLF++nNraWubMmWO7cV5dXY2np6fTPh06dADQpZ5mKFyKiIhIi6itrQWgpKSEF198kYULFxIREcHcuXNZvXo1VVVVpKWlAZCXl0dNTU2z4TI4OJhXXnmF5ORkPDw8mD17Np988omt3mKxkJub22x/gIsXL5KYmEhhYSGRkZFMnTrVVtfQ0NBsv6a6a89iyr9pW1xERERaRNNKoL+/P2PHjrWrCw8PJyAgwHbpxmQy0adPH4dzlE0GDRpk++8xY8YQExPDq6++Snh4OAAHDx6ktrbW6XdXApSWlpKUlMTp06cZP348KSkptGnTxlbv5eXFxYsXnfZtWrHUeUvnFC5FRERakatBA2/2FG6YgIAAAPz8/JzWd+3aleLiYqBxS7vplvg3ee7QoUP55JNPMJvN+Pr6YjKZGDBggNOxjh49SnJyMmazmZiYGJYsWeKwCmkwGCgsLOTy5csO2+MVFRW0bduW7t27f6P53WkULkVERFqR73sjuzXz9fWlZ8+elJaWYrVaad++va2uvr6e8vJyDAYD586d4+TJkw5fjJ6UlMRnn31GRkaGw1/j+fLLL2nbtq3t8o/JZOLBBx90mMORI0dITEzEarXy7LPPEhMT43SugwYNIicnh2PHjhESEmJXV1BQQN++fZ1e9hGduRQREZEW9PDDD1NTU8OWLVvsyrOysjCbzYwfPx6j0YiXlxeDBw+2axMYGMjZs2f54IMP7Mpzc3PJzc0lNDSUjh07UlJSQnl5ucOWeGVlJUuXLsVisfDCCy80GywBIiMjcXd355133rE7f7l7927OnTtHVFTUd3wDtz+tXIqIiEiLiYuLw2g0kpaWRklJCUOHDqWoqIisrCyCgoKYMWMGK1asIDQ01GF1cs6cOZhMJl555RWKioq45557+Oyzz8jMzMTX19f2F3+MRiO+vr525zIB0tPTMZvNBAcH09DQQHZ2tsP8wsLC6Nq1K4GBgcycOZONGzeyePFiIiMjOX36NNu2bWPgwIE8/vjjN+4l3eLamM3m5q9DiYiIiEtVVlbe8Wf1LBYLmzdv5sMPP+T8+fN06dKFsWPHkpCQQPv27YmMjCQpKYnJkyc79P3iiy9IS0vjk08+4cKFC3Tt2pWRI0cyZ84c23t9+umn8fPzIzU11a7v5MmTKS8vv+7cNmzYwP3332/7OSMjg+3bt3PmzBn8/PwYPXo0CQkJ+Pj4fP8X8T205t8jhUsREZEW1JpDgdw6WvPvkc5cioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiISIuqr69n+/btTJs2jfDwcKKiokhJSaGiosKhbW5uLmFhYZSVlTl91m9+8xvCwsI4dOiQ0/ra2lpGjx7N+++/D0BdXR1//OMfiY2NZdSoUURERDB//nz27t3rtP+uXbuYPn06o0eP5sc//jFr1qyhqqrqO37yO4PCpYiIiLSolJQUXn31VQwGA0lJSYwbN46PPvqIhIQELl26ZNfWZDLRq1cvevTo4fCcw4cP884771x3rEOHDmGxWBg+fDgAL7/8MuvWraNbt24kJiYyc+ZMKioqWLJkCbt27bLru2nTJlJTU+ncuTOLFy9m0qRJ7Ny5kwULFmCxWL7nW7h9ud/sCYiIiMidY8+ePWRnZxMdHc2yZcts5f369SM1NZUdO3YQHx9vKzcajYwYMcLhOZcuXeKFF17A3d2d2traZsczmUz079+f7t27c/ToUd5//30mTJjASy+9ZGszZcoU4uLiWLt2LRMnTqRdu3acP3+ejRs3MmLECF5//XXatm1cjxswYAArV65k+/btPPXUU654JbcdrVyKiIhIi8nIyMDLy4tFixbZlU+YMIH4+Hh69eplK6usrKS4uJiRI0c6POeXv/wl9fX1PP7449cdz2Qy2cLp/v37gcYweS1vb2/GjBlDVVUVx48fB2D37t1cuXKF2NhYW7AEmDhxIoGBgQ6rnPJvWrkUERFpRS4fXHKzp9Asz5C136v/1atXycvLIzQ0FC8vLwAsFgtubm54eHg4BE6j0YinpydDhgyxK//LX/7C//zP//DrX/+avLy8Zsc7c+YMpaWltnAZExPD6NGj6d27t0PbCxcuAODm5gZAfn4+AMHBwQ5tBw4cyMcff0x1dTXe3t7f8NPfORQuRUREWpH6qsKbPYUbpry8HKvVisFgICcnh/T0dIqLi3FzcyMkJITk5GS74GcymQgJCcHDw8NWVlZWxiuvvEJMTAxhYWHXDZdGoxEfHx/uvfdeoHGFsn///g7tysrK2LNnD507dyYoKAiAiooKOnXqZAvB1/L397d9HmfPu9NpW1xERERaRNNlnf3797Nq1SpGjRrFmjVrmDVrFnl5ecyePdt2K7yuro4DBw7Ynbe8evUqL7zwAgEBASxcuPBrxzMajQwbNsy2GulMdXU1y5cvp7a2ljlz5uDu7m4r9/T0dNqnQ4cOALrU0wyFSxEREWkRTRdvSkpKePHFF1m4cCERERHMnTuX1atXU1VVRVpaGgB5eXnU1NTYhcs//OEPFBQUkJqaSvv27a87lsViITc31+lloCYXL14kMTGRwsJCIiMjmTp1qq2uoaGh2X5NddeexZR/01sRERGRFtG0Eujv78/YsWPt6sLDwwkICLBdujGZTPTp04fAwECg8Qzk7373O2JjY/H398dsNmM2m22rh9XV1ZjNZurr6wE4ePAgtbW1tq8g+qrS0lJmz55Nfn4+48ePJzU1lTZt2tjqvby8ml2ZbCrXeUvndOZSRESkFWnrM+BmT+GGCQgIAMDPz89pfdeuXSkuLgYat7SvvSVuMpm4evUqmzdvZvPmzQ59ly5dCkBWVhYGgwGTycSAAQOcjnX06FGSk5Mxm83ExMSwZMkSh1VIg8FAYWEhly9fdtger6iooG3btnTv3v1bfPo7h8KliIhIK/J9b2S3Zr6+vvTs2ZPS0lKsVqvd1nZ9fT3l5eUYDAbOnTvHyZMnbYER4KGHHmLw4MEOz/zzn/9MdnY2zzzzDP369aNr165AYxh98MEHHdofOXKExMRErFYrzz77LDExMU7nOmjQIHJycjh27BghISF2dQUFBfTt29fpZR/RtriIiIi0oIcffpiamhq2bNliV56VlYXZbGb8+PEYjUa8vLzswmSPHj0ICwtz+KfpL/cMGDCAsLAw2rdvT0lJCeXl5Q5b4pWVlSxduhSLxcILL7zQbLAEiIyMxN3dnXfeecfu/OXu3bs5d+4cUVFRLngbtyetXIqIiEiLiYuLw2g0kpaWRklJCUOHDqWoqIisrCyCgoKYMWMGK1asIDQ01HZz+9syGo34+voyaNAgu/L09HTMZjPBwcE0NDSQnZ3t0DcsLIyuXbsSGBjIzJkz2bhxI4sXLyYyMpLTp0+zbds2Bg4c+LVf3n4nU7gUERGRFuPh4cGbb77J5s2b+fDDD8nJyaFLly488cQTJCQk4ObmxsGDB0lKSvrOY+zdu5cHHnjA4Rzlvn37gMbLQU1fkv5VGzZssG2tz507Fz8/P7Zv384rr7yCn58fkydPJiEhwfZ1ROKojdlsbv6uvYiIiLhUZWWlLoLI99aaf4905lJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXMb9Zk9ARERE7iz19fW89957ZGVlUVpaSufOnQkNDWXBggX4+/vbtc3NzSUhIYHMzEx69OhBdnY2zz//vNPnPvTQQw51tbW1REZGkpyczCOPPEJdXR3btm1j165dlJaW4u7uzoABA4iPj2f48OEOz9y1axdbt27l9OnTeHl5MXbsWObPn4+Pj4/rXshtRuFSREREWlRKSgrZ2dmMHj2a6OhoTp06xXvvvUdeXh6bN2+mU6dOtrYmk4levXrRo0cPAI4fPw7Az3/+c9q3b2/33KY21zp06BAWi8UWHF9++WXef/99hg0bxmOPPcbly5fZuXMnS5YsYeXKlURFRdn6btq0ifXr1xMaGsrixYspLy9n+/btHDlyhN/97nd06NDB5e/mdqBwKSIiIi1mz549ZGdnEx0dzbJly2zl/fr1IzU1lR07dhAfH28rNxqNjBgxwvbz8ePH8fPzY/Lkyd9oPJPJRP/+/enevTtHjx7l/fffZ8KECbz00ku2NlOmTCEuLo61a9cyceJE2rVrx/nz59m4cSMjRozg9ddfp23bxpOEAwYMYOXKlWzfvp2nnnrqe76N25POXIqIiEiLycjIwMvLi0WLFtmVT5gwgfj4eHr16mUrq6yspLi4mJEjR9rKiouL6du37zcez2Qy2cLp/v37gcYweS1vb2/GjBlDVVWVbWV09+7dXLlyhdjYWFuwBJg4cSKBgYHs2rXrG8/hTqOVSxERkVbkrT+n3uwpNGveQ6u+V/+rV6+Sl5dHaGgoXl5eAFgsFtzc3PDw8HAInEajEU9PT4YMGQLAhQsX+Pzzz4mMjATgypUrNDQ04OHh4XS8M2fOUFpaaguXMTExjB49mt69ezu0vXDhAgBubm4A5OfnAxAcHOzQduDAgXz88cdUV1fj7e39rd/D7U7hUkREpBUprTxxs6dww5SXl2O1WjEYDOTk5JCenk5xcTFubm6EhISQnJxsF/xMJhMhISG28Ni0qnju3Dmeeuopjh8/Tn19PT/84Q9ZtGgRoaGhduMZjUZ8fHy49957gcYVyv79+zvMq6ysjD179tC5c2eCgoIAqKiooFOnTrYQfK2mS0fl5eVOn3en07a4iIiItIhLly4BjdvTq1atYtSoUaxZs4ZZs2aRl5fH7NmzKSsrA6Curo4DBw7YnbcsLi4G4MiRI4wbN441a9aQmJjIuXPnSExM5JNPPrEbz2g0MmzYMNtqpDPV1dUsX76c2tpa5syZg7u7u63c09PTaZ+mizwWi+U7vonbm1YuRUREpEXU1tYCUFJSwi9/+UvGjh0LQEREBAMGDOC5554jLS2N1NRU8vLyqKmpsQuXAwcOZObMmURFRfGDH/zAVv6jH/2I2NhYfvnLXzJy5Ejatm2LxWIhNzeXn/3sZ83O5+LFiyQlJVFYWEhkZCRTp0611TU0NDTbr6nu2rOY8m96KyIiItIimlYC/f39bcGySXh4OAEBAbZLNyaTiT59+hAYGGhrM2TIEBYsWGAXLAECAwMZM2YMFRUVnDx5EoCDBw9SW1vr9LsrAUpLS5k9ezb5+fmMHz+e1NRU2rRpY6v38vJqdmWyqVznLZ3TyqWIiEgr8oPuQTd7CjdMQEAAAH5+fk7ru3btatv6NhqNdrfEv07Xrl0BqKmpARrD6YABA5yOdfToUZKTkzGbzcTExLBkyRKHVUiDwUBhYSGXL1922B6vqKigbdu2dO/e/RvP706icCkiItKKfN8b2a2Zr68vPXv2pLS0FKvVavcl6PX19ZSXl2MwGDh37hwnT55k6dKldv2Tk5P57LPPePfddx2+wLxpxbJnz55AY7h88MEHHeZw5MgREhMTsVqtPPvss8TExDid66BBg8jJyeHYsWOEhITY1RUUFNC3b1+nl31E2+IiIiLSgh5++GFqamrYsmWLXXlWVhZms5nx48djNBrx8vJi8ODBdm26devGmTNnyMrKsis/dOgQJpOJkSNH4ufnR0lJCeXl5Q5b4pWVlSxduhSLxcILL7zQbLAEiIyMxN3dnXfeecfu/OXu3bs5d+6c3V/yEXtauRQREZEWExcXh9FoJC0tjZKSEoYOHUpRURFZWVkEBQUxY8YMVqxYQWhoqO3mdpO5c+diMplYt24dx48fZ9CgQZw8eZIdO3bQvXt320qn0WjE19eXQYMG2fVPT0/HbDYTHBxMQ0MD2dnZDvMLCwuja9euBAYGMnPmTDZu3MjixYuJjIzk9OnTbNu2jYEDB/L444/fuJd0i2tjNpubvw4lIiIiLlVZWXnHn9WzWCxs3ryZDz/8kPPnz9OlSxfGjh1LQkIC7du3JzIykqSkJKd/4vHzzz/nrbfewmg08vnnn+Pn58fIkSOZO3eu7b0+/fTT+Pn5kZpq/4X0kydPpry8/Lpz27BhA/fff7/t54yMDLZv386ZM2fw8/Nj9OjRJCQk4OPj8/1fxPfQmn+PFC5FRERaUGsOBXLraM2/RzpzKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIu436zJyAiIiJ3lvr6et577z2ysrIoLS2lc+fOhIaGsmDBAvz9/e3a5ubmkpCQQGZmJj169ABg7969bN68mcLCQtzc3PjhD3/I/PnzGTRokMNYtbW1REZGkpyczCOPPEJdXR3btm1j165dlJaW4u7uzoABA4iPj2f48OEO/Xft2sXWrVs5ffo0Xl5ejB07lvnz5+Pj43NjXs5tQCuXIiIi0qJSUlJ49dVXMRgMJCUlMW7cOD766CMSEhK4dOmSXVuTyUSvXr1swXLnzp0sWbKEixcvMn/+fKZPn87x48dJSEigoKDAYaxDhw5hsVhswfHll19m3bp1dOvWjcTERGbOnElFRQVLlixh165ddn03bdpEamoqnTt3ZvHixUyaNImdO3eyYMECLBbLDXo7tz6tXIqIiEiL2bNnD9nZ2URHR7Ns2TJbeb9+/UhNTWXHjh3Ex8fbyo1GIyNGjACgoqKC1157jQEDBpCWlkaHDh0AGDduHE8++SS//e1veeONN+zGM5lM9O/fn+7du3P06FHef/99JkyYwEsvvWRrM2XKFOLi4li7di0TJ06kXbt2nD9/no0bNzJixAhef/112rZtXI8bMGAAK1euZPv27Tz11FM37D3dyrRyKSIiIi0mIyMDLy8vFi1aZFc+YcIE4uPj6dWrl62ssrKS4uJiRo4cCcBf/vIXLBYLzzzzjC1YAvzgBz/gmWeeYdiwYQ7jmUwmWzjdv38/0Bgmr+Xt7c2YMWOoqqri+PHjAOzevZsrV64QGxtrC5YAEydOJDAw0GGVU/5NK5ciIiKtyM6dO2/2FJr16KOPfq/+V69eJS8vj9DQULy8vACwWCy4ubnh4eHhEDiNRiOenp4MGTIEgIMHD+Lt7c1//ud/AlBXV0ddXR0dOnTgySefdBjvzJkzlJaW2sJlTEwMo0ePpnfv3g5tL1y4AICbmxsA+fn5AAQHBzu0HThwIB9//DHV1dV4e3t/p3dxO1O4FBERaUUqKipu9hRumPLycqxWKwaDgZycHNLT0ykuLsbNzY2QkBCSk5Ptgp/JZCIkJAQPDw8ASkpKuOuuu/jss8944403OHjwIFevXiUoKIinn37atsLZxGg04uPjw7333gs0rlD279/fYV5lZWXs2bOHzp07ExQUBDT+f+jUqZMtBF+r6dJReXm50+fd6bQtLiIiIi2i6bLO/v37WbVqFaNGjWLNmjXMmjWLvLw8Zs+eTVlZGdC4KnngwAHbqiNAVVUVVVVVzJs3D19fX1566SWWLVtGTU0Nzz33HHv27LEbz2g0MmzYMNtqpDPV1dUsX76c2tpa5syZg7u7u63c09PTaZ+mLXld6nFO4VJERERaRG1tLdC4Avniiy+ycOFCIiIimDt3LqtXr6aqqoq0tDQA8vLyqKmpsQuXV65coaKigoceeogXX3yRcePGER0dTXp6Op6enrz22ms0NDQAjcEvNzfXrv9XXbx4kcTERAoLC4mMjGTq1Km2uqbnONNUd+1ZTPk3vRURERFpEU0rgf7+/owdO9auLjw8nICAANulG5PJRJ8+fQgMDLS1aVox/Or5Sn9/f0aPHs358+cpKSkBGs9n1tbWOv3uSoDS0lJmz55Nfn4+48ePJzU1lTZt2tjqvby8ml2ZbCrXeUvndOZSRESkFfnql4jfTgICAgDw8/NzWt+1a1eKi4uBxi3tr56hDAgI4LPPPqNr165O+0LjdjY0htMBAwY4Hevo0aMkJydjNpuJiYlhyZIlDquQBoOBwsJCLl++7LA9XlFRQdu2benevfs3+dh3HIVLERGRVuT73shuzXx9fenZsyelpaVYrVbat29vq6uvr6e8vByDwcC5c+c4efIkS5cutesfHBzMZ599RnFxMffdd59d3ZkzZwBsK50mk4kHH3zQYQ5HjhwhMTERq9XKs88+S0xMjNO5Dho0iJycHI4dO0ZISIhdXUFBAX379nV62Ue0LS4iIiIt6OGHH6ampoYtW7bYlWdlZWE2mxk/fjxGoxEvLy8GDx7s0Bdg48aNXL161VZ+4sQJ/t//+3/cf//9dOvWjZKSEsrLyx22xCsrK1m6dCkWi4UXXnih2WAJEBkZibu7O++8847d+cvdu3dz7tw5oqKivusruO1p5VJERERaTFxcHEajkbS0NEpKShg6dChFRUVkZWURFBTEjBkzWLFiBaGhobab203+8z//k7i4OP74xz8yb948fvzjH3PhwgW2bdtG+/btSU5OBhq31H19fR3+1nh6ejpms5ng4GAaGhrIzs52mF9YWBhdu3YlMDCQmTNnsnHjRhYvXkxkZCSnT59m27ZtDBw4kMcff/zGvaRbXBuz2dz8dSgRERFxqcrKyjv+rJ7FYmHz5s18+OGHnD9/ni5dujB27FgSEhJo3749kZGRJCUlMXnyZKf9//znP7N9+3Y+++wzOnTowP3338/8+fP5j//4DwCefvpp/Pz8SE1Ntes3efJkysvLrzu3DRs2cP/999t+zsjIYPv27Zw5cwY/Pz9Gjx5NQkICPj4+3+sdfF+t+fdI4VJERKQFteZQILeO1vx7pDOXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIy7jd7AiIiInJnqa+v57333iMrK4vS0lI6d+5MaGgoCxYswN/f365tbm4uCQkJZGZmsnDhQs6ePXvdZ2dlZWEwGGw/19bWEhkZSXJyMo888gh1dXVs27aNXbt2UVpairu7OwMGDCA+Pp7hw4c7PG/Xrl1s3bqV06dP4+XlxdixY5k/fz4+Pj6ueRm3IYVLERERaVEpKSlkZ2czevRooqOjOXXqFO+99x55eXls3ryZTp062dqaTCZ69epFjx49SEpK4vLlyw7P++c//8nWrVsJDg52CKeHDh3CYrHYguPLL7/M+++/z7Bhw3jssce4fPkyO3fuZMmSJaxcuZKoqChb302bNrF+/XpCQ0NZvHgx5eXlbN++nSNHjvC73/2ODh063KA3dGtTuBQREZEWs2fPHrKzs4mOjmbZsmW28n79+pGamsqOHTuIj4+3lRuNRkaMGAFARESEw/NqampIT0/H19eX//7v/8bd3T7amEwm+vfvT/fu3Tl69Cjvv/8+EyZM4KWXXrK1mTJlCnFxcaxdu5aJEyfSrl07zp8/z8aNGxkxYgSvv/46bds2niQcMGAAK1euZPv27Tz11FOufDW3DZ25FBERkRaTkZGBl5cXixYtsiufMGEC8fHx9OrVy1ZWWVlJcXExI0eObPZ5GzZsoLS0lCVLlhAQEOBQbzKZbOF0//79QGOYvJa3tzdjxoyhqqqK48ePA7B7926uXLlCbGysLVgCTJw4kcDAQHbt2vUtP/mdQyuXIiIirci2yX+82VNo1pNZcd+r/9WrV8nLyyM0NBQvLy8ALBYLbm5ueHh4OAROo9GIp6cnQ4YMcfq8kydPkpGRweDBg3nwwQcd6s+cOUNpaaktXMbExDB69Gh69+7t0PbChQsAuLm5AZCfnw9AcHCwQ9uBAwfy8ccfU11djbe39zf9+HcMhUsREZFW5Fzu9S+s3MrKy8uxWq0YDAZycnJIT0+nuLgYNzc3QkJCSE5Otgt+JpOJkJAQPDw8nD7vrbfe4urVqzz99NNO641GIz4+Ptx7771A4wpl//79HdqVlZWxZ88eOnfuTFBQEAAVFRV06tTJFoKv1XSus7y83Onz7nTaFhcREZEWcenSJaBxe3rVqlWMGjWKNWvWMGvWLPLy8pg9ezZlZWUA1NXVceDAAduq41edPXuWPXv2cP/993Pfffc5bWM0Ghk2bJhtNdKZ6upqli9fTm1tLXPmzLGd2ayursbT09Npn6aLPBaL5Zt98DuMwqWIiIi0iNraWgBKSkp48cUXWbhwIREREcydO5fVq1dTVVVFWloaAHl5edTU1DQbLjMzM7l69Wqzl2osFgu5ubnN9ge4ePEiiYmJFBYWEhkZydSpU211DQ0NzfZrqrv2LKb8m96KiIiItIimlUB/f3/Gjh1rVxceHk5AQIDt0o3JZKJPnz4EBgY6fVZOTg5+fn6EhYU5rT948CC1tbVOv7sSoLS0lNmzZ5Ofn8/48eNJTU2lTZs2tnovL69mVyabynXe0jmduRQREWlF7hriPEzdDppuc/v5+Tmt79q1K8XFxUDjlnZzt8RLSko4ffo0U6dObXbL22QyMWDAAKdjHT16lOTkZMxmMzExMSxZssRhFdJgMFBYWMjly5cdtscrKipo27Yt3bt3v/4HvkMpXIqIiLQi3/dGdmvm6+tLz549KS0txWq10r59e1tdfX095eXlGAwGzp07x8mTJ1m6dKnT5+Tm5gLwwAMPNDuWyWRyeoP8yJEjJCYmYrVaefbZZ4mJiXHaf9CgQeTk5HDs2DFCQkLs6goKCujbt6/Tyz6ibXERERFpQQ8//DA1NTVs2bLFrjwrKwuz2cz48eMxGo14eXkxePBgp8/45z//CcAPf/hDp/UlJSWUl5c7bIlXVlaydOlSLBYLL7zwQrPBEiAyMhJ3d3feeecdu/OXu3fv5ty5c3Z/yUfsaeVSREREWkxcXBxGo5G0tDRKSkoYOnQoRUVFZGVlERQUxIwZM1ixYgWhoaEOf22nyalTp2jfvj1du3Z1Wm80GvH19WXQoEF25enp6ZjNZoKDg2loaCA7O9uhb1hYGF27diUwMJCZM2eyceNGFi9eTGRkJKdPn2bbtm0MHDiQxx9//Pu/jNuUwqWIiIi0GA8PD9588002b97Mhx9+SE5ODl26dOGJJ54gISEBNzc3Dh48SFJSUrPPMJvN171Ms3fvXh544AGHc5T79u0DGr8gvelL0r9qw4YNttA6d+5c/Pz82L59O6+88gp+fn5MnjyZhIQE/V3x62hjNpubv2svIiIiLlVZWamLIPK9tebfI525FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl3G/2RMQERGRO0t9fT3vvfceWVlZlJaW0rlzZ0JDQ1mwYAH+/v52bXNzc0lISCAzM5MePXpQU1NDWloae/bs4f/+7//w8/NjzJgxLFiwAG9vb4examtriYyMJDk5mUceeYS6ujq2bdvGrl27KC0txd3dnQEDBhAfH8/w4cMd+u/atYutW7dy+vRpvLy8GDt2LPPnz8fHx+eGvZ9bnVYuRUREpEWlpKTw6quvYjAYSEpKYty4cXz00UckJCRw6dIlu7Ymk4levXrRo0cP6urqePrpp9m6dSv33XcfycnJDB8+nIyMDObPn4/VanUY69ChQ1gsFltwfPnll1m3bh3dunUjMTGRmTNnUlFRwZIlS9i1a5dd302bNpGamkrnzp1ZvHgxkyZNYufOnSxYsACLxXLjXtAtTiuXIiIi0mL27NlDdnY20dHRLFu2zFber18/UlNT2bFjB/Hx8bZyo9HIiBEjAPj73//OsWPHePzxx/nZz35maxMQEMBbb73Fn//8Zx5//HG78UwmE/3796d79+4cPXqU999/nwkTJvDSSy/Z2kyZMoW4uDjWrl3LxIkTadeuHefPn2fjxo2MGDGC119/nbZtG9fjBgwYwMqVK9m+fTtPPfXUDXlHtzqtXIqIiEiLycjIwMvLi0WLFtmVT5gwgfj4eHr16mUrq6yspLi4mJEjRwJw+vRpAEaNGmXXNyIiAoCioiKH8Uwmky2c7t+/H2gMk9fy9vZmzJgxVFVVcfz4cQB2797NlStXiI2NtQVLgIkTJxIYGOiwyin/ppVLERGRVmT8roqbPYVm/U+U/9c3uo6rV6+Sl5dHaGgoXl5eAFgsFtzc3PDw8HAInEajEU9PT4YMGQJA7969Afjss8/sAuapU6cAHM5rnjlzhtLSUlu4jImJYfTo0bbnXOvChQsAuLm5AZCfnw9AcHCwQ9uBAwfy8ccfU11d7fSc551O4VJERKQVOVB55WZP4YYpLy/HarViMBjIyckhPT2d4uJi3NzcCAkJITk52S74mUwmQkJC8PDwAGD06NGMGTOGP/zhD3Tr1o0hQ4ZQXFzM66+/jr+/P48++qjdeEajER8fH+69916gcYWyf//+DvMqKytjz549dO7cmaCgIAAqKiro1KmTLQRfqynElpeXO33enU7hUkRERFpE02Wd/fv3k5WVxbRp05g3bx7Hjx9n8+bNzJ49m7ffftt2eefAgQM8/fTTtv5ubm7MnTuX06dP88ILL9jK/fz82LBhA926dbMbz2g0MmzYMNtqpDPV1dUsX76c2tpaFi9ejLu7u63c09PTaZ8OHToA6FJPM3TmUkRERFpEbW0tACUlJbz44ossXLiQiIgI5s6dy+rVq6mqqiItLQ2AvLw8ampqbFva0Hjze9asWVRUVJCQkMArr7zC4sWLqa+vJyEhgX/961+2thaLhdzcXLv+X3Xx4kUSExMpLCwkMjKSqVOn2uoaGhqa7ddUd+1ZTPk3rVyKiIhIi2haCfT392fs2LF2deHh4QQEBNgu3ZhMJvr06UNgYKCtzYYNG6irq2PDhg22rW5o3C6fPn06//Vf/8Xbb78NwMGDB6mtrXX63ZUApaWlJCUlcfr0acaPH09KSgpt2rSx1Xt5eXHx4kWnfZtWLHXe0jmFSxERkVYktHu7mz2FGyYgIABo3MZ2pmvXrhQXFwONW9pNt8SbHD9+nP/4j/+wC5bQeNFn6NCh7N2713bJxmQyMWDAAKdjHT16lOTkZMxmMzExMSxZssRhFdJgMFBYWMjly5cdtscrKipo27Yt3bt3/3Yv4A6hcCkiItKKfN8b2a2Zr68vPXv2pLS0FKvVSvv27W119fX1lJeXYzAYOHfuHCdPnmTp0qV2/du1a0d9fb3TZzeVN21Zm0wmHnzwQYd2R44cITExEavVyrPPPktMTIzT5w0aNIicnByOHTtGSEiIXV1BQQF9+/Z1etlHdOZSREREWtDDDz9MTU0NW7ZssSvPysrCbDYzfvx4jEYjXl5eDB482K7NyJEjKSkpYe/evXblx48fJzc3l4EDB9KpUydKSkooLy932BKvrKxk6dKlWCwWXnjhhWaDJUBkZCTu7u688847ducvd+/ezblz54iKivqOb+D2p5VLERERaTFxcXEYjUbS0tIoKSlh6NChFBUVkZWVRVBQEDNmzGDFihWEhobabm43WbRoEYcPH2bp0qU8+uij9OvXj9LSUnbs2IG7uzs//elPgcYtdV9fXwYNGmTXPz09HbPZTHBwMA0NDWRnZzvMLywsjK5duxIYGMjMmTPZuHEjixcvJjIyktOnT7Nt2zYGDhzo8JeA5N/amM3m5q9DiYiIiEtVVlbe8Wf1LBYLmzdv5sMPP+T8+fN06dKFsWPHkpCQQPv27YmMjCQpKYnJkyc79P38889JT0/nk08+4fPPP6dz586EhIQwd+5c23dkPv300/j5+ZGammrXd/LkyZSXl193bhs2bOD++++3/ZyRkcH27ds5c+YMfn5+jB49moSEBHx8fL7/i/geWvPvkcKliIhIC2rNoUBuHa3590hnLkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZdxv9gRERETkzlJfX897771HVlYWpaWldO7cmdDQUBYsWIC/v79d29zcXBISEsjMzKRHjx5cvHiRtLQ09uzZw6VLl/jBD37Ao48+yhNPPEHbto5rZrW1tURGRpKcnMwjjzxCXV0d27ZtY9euXZSWluLu7s6AAQOIj49n+PDhDv137drF1q1bOX36NF5eXowdO5b58+fj4+Nzw97PrU4rlyIiItKiUlJSePXVVzEYDCQlJTFu3Dg++ugjEhISuHTpkl1bk8lEr1696NGjB5cuXWLu3Lm89957BAcH88wzzxAcHMyvfvUrli9fTkNDg8NYhw4dwmKx2ILjyy+/zLp16+jWrRuJiYnMnDmTiooKlixZwq5du+z6btq0idTUVDp37szixYuZNGkSO3fuZMGCBVgslhv3gm5xWrkUERGRFrNnzx6ys7OJjo5m2bJltvJ+/fqRmprKjh07iI+Pt5UbjUZGjBgBwB/+8AdKSkp46qmnePrpp21t+vfvz5o1a/jLX/7CQw89ZDeeyWSif//+dO/enaNHj/L+++8zYcIEXnrpJVubKVOmEBcXx9q1a5k4cSLt2rXj/PnzbNy4kREjRvD666/bVkUHDBjAypUr2b59O0899dQNeUe3Oq1cioiISIvJyMjAy8uLRYsW2ZVPmDCB+Ph4evXqZSurrKykuLiYkSNHAvC///u/dOzYkTlz5tj1ffzxx+ncuTOZmZkO45lMJls43b9/P9AYJq/l7e3NmDFjqKqq4vjx4wDs3r2bK1euEBsba7fdPnHiRAIDAx1WOeXftHIpIiLSinimLrzZU2jW5VXrv1f/q1evkpeXR2hoKF5eXgBYLBbc3Nzw8PBwCJxGoxFPT0+GDBkCwPnz57n77rvp0KGDXbu2bdvSo0cPCgsLaWhooE2bNgCcOXOG0tJSW7iMiYlh9OjR9O7d22FuFy5cAMDNzQ2A/Px8AIKDgx3aDhw4kI8//pjq6mq8vb2/8/u4XSlcioiItCJuJwpu9hRumPLycqxWKwaDgZycHNLT0ykuLsbNzY2QkBCSk5Ptgp/JZCIkJAQPDw8AOnbsSE1NjdNnm81mamtruXjxIr6+vkBjOPXx8eHee+8FGlco+/fv79C3rKyMPXv20LlzZ4KCggCoqKigU6dOthB8raZLR+Xl5U6fd6fTtriIiIi0iKbLOvv372fVqlWMGjWKNWvWMGvWLPLy8pg9ezZlZWUA1NXVceDAAduqI8B9993HmTNnOHbsmN1zCwoKOHv2LABWq9VWbjQaGTZsmG010pnq6mqWL19ObW0tc+bMwd3d3Vbu6enptE/Tyqku9TincCkiIiItora2FoCSkhJefPFFFi5cSEREBHPnzmX16tVUVVWRlpYGQF5eHjU1NXbhcvbs2bRt25Zly5bx17/+lfLycv72t7/xs5/9zPbVQE1B0mKxkJuba9f/qy5evEhiYiKFhYVERkYydepUW52zm+dfrXP21UeibXERERFpIU0rgf7+/owdO9auLjw8nICAANulG5PJRJ8+fQgMDLS1GTRoEK+88gr//d//zc9//nPbM2fOnElZWRk7d+60hcyDBw9SW1vr9LsrAUpLS0lKSuL06dOMHz+elJQU21lNAC8vLy5evOi0b9OKpc5bOqdwKSIi0opcDRp4s6dwwwQEBADg5+fntL5r164UFxcDjVvaTbfErzVq1Ch27tzJ8ePHqaur4+6778bT05OEhAQCAgJs5zNNJhMDBgxwOtbRo0dJTk7GbDYTExPDkiVLHFYhDQYDhYWFXL582WF7vKKigrZt29K9e/dv/xLuAAqXIiIircj3vZHdmvn6+tKzZ09KS0uxWq20b9/eVldfX095eTkGg4Fz585x8uRJli5datf/8OHDlJSU8Pjjj/PDH/7QVl5VVUV+fj6RkZG2MpPJxIMPPugwhyNHjpCYmIjVauXZZ58lJibG6VwHDRpETk4Ox44dIyQkxK6uoKCAvn37Or3sIzpzKSIiIi3o4Ycfpqamhi1bttiVZ2VlYTabGT9+PEajES8vLwYPHmzX5uDBg7z88sscOHDAVtbQ0MCvf/1r6urqiIuLAxrPdJaXlztsiVdWVrJ06VIsFgsvvPBCs8ESIDIyEnd3d9555x2785e7d+/m3LlzREVFfddXcNvTyqWIiIi0mLi4OIxGI2lpaZSUlDB06FCKiorIysoiKCiIGTNmsGLFCkJDQ203t5s8/vjjZGZmsmLFCp588kn8/Pz429/+hslkYs6cObavBTIajfj6+jJo0CC7/unp6ZjNZoKDg2loaCA7O9thfmFhYXTt2pXAwEBmzpzJxo0bWbx4MZGRkZw+fZpt27YxcOBAHn/88Rv3km5xbcxmc/PXoURERMSlKisr7/izehaLhc2bN/Phhx9y/vx5unTpwtixY0lISKB9+/ZERkaSlJTE5MmTHfqePn2aDRs2kJubi9VqpU+fPsTGxjJ+/Hhbm6effho/Pz9SU1Pt+k6ePJny8vLrzm3Dhg3cf//9tp8zMjLYvn07Z86cwc/Pj9GjR5OQkGC7OHSztObfI4VLERGRFtSaQ4HcOlrz75HOXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiISIuqr69n+/btTJs2jfDwcKKiokhJSaGiosKhbW5uLmFhYZSVlTnUXbp0iaioKN566y2n41gsFtLS0nj88ccJDw8nOjqaLVu2cPXqVaftz58/T1hYGAcOHLD137BhA1OmTGHEiBGMGzeOpKQk8vPzHfpevXqVd999l6lTpxIeHs6jjz7K+vXrsVgs3+bV3Bbcb/YERERE5M6SkpJCdnY2o0ePJjo6mlOnTvHee++Rl5fH5s2b6dSpk62tyWSiV69e9OjRw+4ZFouF5ORkp4EUGgPsz372M/bu3cvDDz/MoEGD2LdvH2+88QanT5/m5z//uUMfo9FIx44dGTx4MA0NDSxdupR9+/Yxbtw4YmNj+eKLL8jIyGDevHmsXbuWsLAwW981a9aQmZnJj370I5588kmKiop4++23KSwsZN26dbRp08ZFb6/1U7gUERGRFrNnzx6ys7OJjo5m2bJltvJ+/fqRmprKjh07iI+Pt5UbjUZGjBhh94wTJ07wi1/8ghMnTjQ7zscff4zJZGLRokW25z322GP893//N5mZmTzyyCMEBwfb9TGZTISGhtKuXTt2797Nvn37+MlPfsLChQttbR555BFiY2N57bXX2LZtGwDHjh0jMzOTxx57jOXLl9vaGgwG1q9fz1//+lfGjx//Hd7WrUnb4iIiItJiMjIy8PLyYtGiRXblEyZMID4+nl69etnKKisrKS4uZuTIkbayTZs2MX36dCorK5k2bVqz4/z5z3+mXbt2TJ061a78qaeeAmDXrl125VeuXOHgwYO2sfbv3w/AlClT7NoFBAQwdOhQTp48idlstntWXFycXduYmBjat2/vMNbtTiuXIiIircjlg0tu9hSa5Rmy9nv1v3r1Knl5eYSGhuLl5QU0bm+7ubnh4eHhEDiNRiOenp4MGTLEVlZUVERUVBQJCQmcOnWKd9991+lY+fn5BAUF4enpaVfeo0cPunTpwrFjx+zKc3Nz+fLLLxk+fDgAixcvJjo6Gn9/f4dnX7hwAYC2bdvaxvLx8bELxgAdOnQgKCjIYazbncKliIhIK1JfVXizp3DDlJeXY7VaMRgM5OTkkJ6eTnFxMW5uboSEhJCcnEzv3r1t7U0mEyEhIXh4eNjKUlJSbD+fOnXK6TgWi4Wqqiq7UHotf39/ysvL7cqMRiN33303AQEBAPj6+uLr6+vQ98iRI+Tn59OvXz98fHwAqKio4K677mp2rIKCAqqrq/H29m7mzdxetC0uIiIiLeLSpUtA45bzqlWrGDVqFGvWrGHWrFnk5eUxe/Zs263wuro6Dhw44HDe8tqg2Zzq6moAOnbs6LS+Q4cOXL582a7MZDI5jPVVFRUVrFq1CoB58+bZjffVFdJrxwIcxrudKVyKiIhIi6itrQWgpKSEF198kYULFxIREcHcuXNZvXo1VVVVpKWlAZCXl0dNTc3XBj5nGhoa7P7trN7Nzc32c1lZGadOnbruWOXl5SxYsICzZ88yffp0xowZ4zDe9ebStIV+J7hzPqmIiIjcVE2re/7+/owdO9auLjw8nICAANtFGpPJRJ8+fQgMDPzW4zStWDb3HZMWi8V25rNpLG9vb+677z6n7QsKCpg9ezalpaXExcWRmJjoMN71xgLumC1x0JlLERGRVqWtz4CbPYUbpuk8o5+fn9P6rl27UlxcDDSegbz2lvi34eXlha+vb7PfgVlRUWEXWk0mE2FhYbi7O8aiv/3tb6xcuRKr1UpiYiLTp093aGMwGDh//nyzY/n6+tK+ffvv9FluRQqXIiIircj3vZHdmvn6+tKzZ09KS0uxWq12gau+vp7y8nIMBgPnzp3j5MmTLF269DuPNWjQIA4ePIjFYrGde4TGLXCz2czEiRMBsFqtHDp0yOlYOTk5rFixAjc3N1avXs24ceOcjhUcHExhYSFlZWV2X/ZusVg4ceIEDzzwwHf+HLcibYuLiIhIi3n44Yepqalhy5YtduVZWVmYzWbGjx+P0WjEy8uLwYMHf+dxJk2ahNVqtX3ReZPNmzcDEBUVBcDhw4exWq22ryBqcvz4cZ5//nnc3d1Zt25ds8Gyaaxrn91k69at1NbW8tBDD33nz3Er0sqliIiItJi4uDiMRiNpaWmUlJQwdOhQioqKyMrKIigoiBkzZrBixQpCQ0OdblN/UxMmTGDnzp2sX7+e8vJyBg4cyKeffsrHH3/ME088wT333AM0br/379+fbt262fV/4403sFqtjBw5koqKCrKzsx3GiIiIwNPTk/vuu4+oqCgyMzOpqqrigQceoKCggKysLMLDw4mIiPjOn+NWpHApIiIiLcbDw4M333yTzZs38+GHH5KTk0OXLl144oknSEhIwM3NjYMHD5KUlPS9xmnTpg2vvfYaGzdu5KOPPuLPf/4zBoOBpKQknnzySVu7vXv3EhkZade3rq6Ow4cPA43h02g0Oh0jKyvLdknp5z//OT179uSDDz7g73//O/7+/syaNYv4+Pg76u+KA7Qxm83N358XERERl6qsrKR79+43expyi2vNv0c6cykiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIi2qvr6e7du3M23aNMLDw4mKiiIlJYWKigqHtrm5uYSFhVFWVuZQd+nSJaKionjrrbeuO96aNWt49NFHr9vmxRdfZN68eXbjPvPMM4wbN46RI0cyZcoU3nrrLWprax36njhxguTkZCZOnEhERAQLFy7kyJEj1x3vdqZwKSIiIi0qJSWFV199FYPBQFJSEuPGjeOjjz4iISGBS5cu2bU1mUz06tWLHj162JVbLBaSk5OdBtJrbd++nffee+9r5/Tpp58yYsQIAA4fPszChQspLi5m2rRpJCUlERQURHp6Os8++yz19fW2fidPnmTevHkUFBQwdepU5s+fz/nz51mwYAGHDx/+pq/ktuJ+sycgIiIid449e/aQnZ1NdHQ0y5Yts5X369eP1NRUduzYQXx8vK3caDTaQl+TEydO8Itf/IITJ040O47FYuGNN974RsGyqKiIyspK2zirV6/Gy8uLt99+m27dugEQHR3Nr371K/70pz+Rk5NDZGQkAGvXrqW2tpbNmzfbAvCkSZOIi4vjl7/8JVu3bqVNmzbf8O3cHhQuRUREWpG3/px6s6fQrHkPrfrez8jIyMDLy4tFixbZlU+YMIFTp07Rq1cvW1llZSXFxcU888wztrJNmzaRlpaGl5cX06ZN491333UY4/jx4zzzzDP83//9H4899hhGo/G6czKZTHTv3p3+/ftz/vx5Tp8+zcMPP2wLlk0eeugh/vSnP5Gbm0tkZCSff/45e/fuZeLEiXYrq76+vjz66KOkp6dz7NgxgoODv9U7utUpXIqIiLQipZXNr8bd6q5evUpeXh6hoaF4eXkBjSuMbm5ueHh4OAROo9GIp6cnQ4YMsZUVFRURFRVFQkICp06dchouy8rK6N69OykpKYSGhn7teUuTycTw4cMB6Nq1K++99x7t27d3aPf5558D0LZt46nCY8eOATgNj4MGDbK1UbgUERERuQHKy8uxWq0YDAZycnJIT0+nuLgYNzc3QkJCSE5Opnfv3rb2JpOJkJAQPDw8bGUpKSm2n0+dOuV0nBEjRhAREfGN5lRVVUV+fj7Tpk0DwN3d3W719Fp//OMfAbj//vsBbOc977rrLoe2/v7+AE4vIt3udKFHREREWkTTZZ39+/ezatUqRo0axZo1a5g1axZ5eXnMnj3bFsbq6uo4cOCAw3nLa4Nmc75Jmyaffvopbdq0ISws7Lrtfve737F//34GDBjA6NGjAaiurgbA09PToX2HDh2AxpXZO41WLkVERKRFNH2NT0lJCb/85S8ZO3YsABEREQwYMIDnnnuOtLQ0UlNTycvLo6amxiFcuprJZOI///M/bdv0zvzud78jLS0NPz8//vu//9u2Ld7Q0NBsn6a6prZ3EoVLERGRVuQH3YNu9hRumKYVPn9/f1uwbBIeHk5AQAD79+8HGkNfnz59CAwMvGHzaWho4NNPPyUuLs5pfV1dHa+88gqZmZn4+/vz61//2u7iTseOHQHnq5NNZd7e3jdg5q2bwqWIiEgr4oob2a1VQEAAAH5+fk7ru3btSnFxMdB4mWfkyJE3dD7//Oc/uXDhgtPV0S+//JLly5ezd+9e+vbty9q1ax3OVhoMBgCn37XZVNb0me8kd95arYiIiNwUvr6+9OzZk9LSUqxWq11dfX095eXlGAwGzp07x8mTJ1tkS/yuu+4iKMh+tfjy5cs888wz7N27l5CQENLT051e2hk4cCBt27YlPz/foa7pJvl99913YybfiilcioiISIt5+OGHqampYcuWLXblWVlZmM1mxo8fj9FoxMvLi8GDB9/QuVz7FUTX+q//+i+OHDlCeHg469ata3Zru2vXroSGhpKTk2N3K9xsNrNz50769evHPffcc8Pm31ppW1xERERaTFxcHEajkbS0NEpKShg6dChFRUVkZWURFBTEjBkzWLFiBaGhobi737iYYjabKSgo4Cc/+Yld+dGjR/noo49o164dw4cP569//atD3x49ethWJJcsWcLs2bOZO3cusbGxeHh48P/9f/8fVVVVrF69+obNvzVTuBQREZEW4+HhwZtvvsnmzZv58MMPycnJoUuXLjzxxBMkJCTg5ubGwYMHSUpKuqHz+PTTT3FzcyM0NNSuvOlC0ZUrV1izZo3Tvg899JAtXAYFBfHWW2+xfv16fv/739OmTRt++MMf8vzzz3Pvvffe0M/QWrUxm83N36MXERERl6qsrKR79+43expyi2vNv0c6cykiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiItqr6+nu3btzNt2jTCw8OJiooiJSWFiooKh7a5ubmEhYVRVlbmUHfp0iWioqJ46623nI5z9uxZUlJSePDBBxk+fDgPPvggL774IpWVlU7bnz9/nrCwMA4cOACAxWJhw4YNTJkyhREjRjBu3DiSkpLIz8936Hv16lXeffddpk6dSnh4OI8++ijr16/HYrF8m1dzW3C/2RMQERGRO0tKSgrZ2dmMHj2a6OhoTp06xXvvvUdeXh6bN2+mU6dOtrYmk4levXrRo0cPu2dYLBaSk5OdBlKAL774gtmzZ3Pp0iUee+wx/uM//oMTJ06QlZXFvn372LRpE926dbPrYzQa6dixI4MHD6ahoYGlS5eyb98+xo0bR2xsLF988QUZGRnMmzePtWvXEhYWZuu7Zs0aMjMz+dGPfsSTTz5JUVERb7/9NoWFhaxbt442bdq48A22bgqXIiIi0mL27NlDdnY20dHRLFu2zFber18/UlNT2bFjB/Hx8bZyo9HIiBEj7J5x4sQJfvGLX3DixIlmx/ntb3/L//3f/7Fu3TqGDx9uKx82bBjJycn8/ve/txsfGoNsaGgo7dq1Y/fu3ezbt4+f/OQnLFy40NbmkUceITY2ltdee41t27YBcOzYMTIzM3nsscdYvny5ra3BYGD9+vX89a9/Zfz48d/yTd26tC0uIiIiLSYjIwMvLy8WLVpkVz5hwgTi4+Pp1auXrayyspLi4mJGjhxpK9u0aRPTp0+nsrKSadOmNTvOvn376NGjh12wBBg9ejTe3t4cPnzYrvzKlSscPHjQNtb+/fsBmDJlil27gIAAhg4dysmTJzGbzQDs2rULgLi4OLu2MTExtG/f3lZ/p9DKpYiISCuyc+fOmz2FZj366KPfq//Vq1fJy8sjNDQULy8voHF7283NDQ8PD4fAaTQa8fT0ZMiQIbayoqIioqKiSEhI4NSpU7z77rtOx0pLS+PLL790KL98+TKXL1+mbVv79bXc3Fy+/PJLWxhdvHgx0dHR+Pv7OzzjwoULALZn5Ofn4+PjYxeMATp06EBQUBDHjh277nu53ShcioiItCLNnSG8HZSXl2O1WjEYDOTk5JCenk5xcTFubm6EhISQnJxM7969be1NJhMhISF4eHjYylJSUmw/nzp1qtmxAgICnJb/6U9/4urVq4SEhNiVG41G7r77bls/X19ffH19HfofOXKE/Px8+vXrh4+PD9D4/+yuu+5yOp6/vz8FBQVUV1fj7e3d7HxvJ9oWFxERkRZx6dIloHHLedWqVYwaNYo1a9Ywa9Ys8vLymD17tu1WeF1dHQcOHHA4b3lt0Py2Dhw4wO9+9zu8vLwctrBNJpPDWF9VUVHBqlWrAJg3b56tvLq6Gk9PT6d9OnToADSumN4pFC5FRESkRdTW1gJQUlLCiy++yMKFC4mIiGDu3LmsXr2aqqoq0tLSAMjLy6OmpuZrA9839emnn/Lcc89RX19PSkqK3cpmWVkZp06duu5Y5eXlLFiwgLNnzzJ9+nTGjBljq2toaGi2X1PdV7fhb2d3zicVERGRm6ppdc/f35+xY8fa1YWHhxMQEGC7SGMymejTpw+BgYHfe9z333+fZ599lqtXr/LSSy8xevRou3qTyYS3tzf33Xef0/4FBQXMnj2b0tJS4uLiSExMtKvv2LFjs99n2VR+p2yJg85cioiItCrOLpDcLppWC/38/JzWd+3aleLiYqDxDOS1t8S/qw0bNvCHP/wBb29vfvnLXxIaGurQxmQyERYWhru7Yyz629/+xsqVK7FarSQmJjJ9+nSHNgaDgfPnzzsdv6KiAl9fX9q3b/+9P8utQuFSRESkFfm+N7JbM19fX3r27ElpaSlWq9UucNXX11NeXo7BYODcuXOcPHmSpUuXfq/xXn/9dbZu3cpdd93Fr371K4KCghzaWK1WDh065HSsnJwcVqxYgZubG6tXr2bcuHFOxwkODqawsJCysjK7L3u3WCycOHGCBx544Ht9jluNtsVFRESkxTz88MPU1NSwZcsWu/KsrCzMZjPjx4/HaDTi5eXF4MGDv/M4mZmZbN26lZ49e5Kenu40WAIcPnwYq9Xq8H2Yx48f5/nnn8fd3Z1169Y1GywBJk2aBMDmzZvtyrdu3UptbS0PPfTQd/4ctyKtXIqIiEiLiYuLw2g0kpaWRklJCUOHDqWoqIisrCyCgoKYMWMGK1asIDQ01Ok29Tdx+fJlfvOb3wAQERHBoUOHHNp4enoSERGB0Wikf//+Dn8K8o033sBqtTJy5EgqKirIzs52eEZERASenp7cd999REVFkZmZSVVVFQ888AAFBQVkZWURHh5ORETEd/octyqFSxEREWkxHh4evPnmm2zevJkPP/yQnJwcunTpwhNPPEFCQgJubm4cPHiQpKSk7zzGP//5T6qqqgAcVkibBAYGEhERwd69e4mMjLSrq6urs/0FH6PRiNFodPqMrKws2yWln//85/Ts2ZMPPviAv//97/j7+zNr1izi4+PvqL8rDtDGbDY3f39eREREXKqyspLu3bvf7GnILa41/x7pzKWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiLSo+vp6tm/fzrRp0wgPDycqKoqUlBQqKioc2ubm5hIWFkZZWZlD3aVLl4iKiuKtt95yOs6FCxd4+eWXefTRRwkPD2fatGlkZGTQ0NDgtP358+cJCwvjwIEDAFgsFjZs2MCUKVMYMWIE48aNIykpifz8fIe+V69e5d1332Xq1KmEh4fz6KOPsn79eiwWy7d5NbcF95s9AREREbmzpKSkkJ2dzejRo4mOjubUqVO899575OXlsXnzZjp16mRrazKZ6NWrFz169LB7hsViITk52WkgBaiuriYhIYFz584RHR1Nz5492bt3L7/85S85ceIEy5Ytc+hjNBrp2LEjgwcPpqGhgaVLl7Jv3z7GjRtHbGwsX3zxBRkZGcybN4+1a9cSFhZm67tmzRoyMzP50Y9+xJNPPklRURFvv/02hYWFrFu3jjZt2rjo7bV+CpciIiLSYvbs2UN2djbR0dF2Aa9fv36kpqayY8cO4uPjbeVGo5ERI0bYPePEiRP84he/4MSJE82O8+6773Lq1Cn+67/+i/HjxwMwZcoUnnvuOTIyMoiJiaFXr152fUwmE6GhobRr147du3ezb98+fvKTn7Bw4UJbm0ceeYTY2Fhee+01tm3bBsCxY8fIzMzkscceY/ny5ba2BoOB9evX89e//tU2hzuBtsVFRESkxWRkZODl5cWiRYvsyidMmEB8fLxd4KusrKS4uJiRI0fayjZt2sT06dOprKxk2rRpzY5TW1vLwIEDGTdunF35sGHDaGhooKioyK78ypUrHDx40DbW/v37gcZAeq2AgACGDh3KyZMnMZvNAOzatQuAuLg4u7YxMTG0b9/eVn+n0MqliIhIK7Jt8h9v9hSa9WRW3Nc3uo6rV6+Sl5dHaGgoXl5eQOP2tpubGx4eHg6B02g04unpyZAhQ2xlRUVFREVFkZCQwKlTp3j33XedjvX00087LW8KlQaDwa48NzeXL7/8kuHDhwOwePFioqOj8ff3d3jGhQsXAGjbtnGNLj8/Hx8fH4eV0A4dOhAUFMSxY8ecv5DblMKliIhIK3Iu9+zNnsINU15ejtVqxWAwkJOTQ3p6OsXFxbi5uRESEkJycjK9e/e2tTeZTISEhODh4WErS0lJsf186tSpbzTu5cuXKSsr4y9/+QsffPABY8aMYdCgQXZtjEYjd999NwEBAQD4+vri6+vr8KwjR46Qn59Pv3798PHxAaCiooK77rrL6dj+/v4UFBRQXV2Nt7f3N5rvrU7b4iIiItIiLl26BDRuOa9atYpRo0axZs0aZs2aRV5eHrNnz7bdCq+rq+PAgQMO5y2vDZrf1G9/+1umTZvGli1b+MEPfsCSJUsc2phMJoexvqqiooJVq1YBMG/ePFt5dXU1np6eTvt06NABaAy4dwqFSxEREWkRtbW1AJSUlPDiiy+ycOFCIiIimDt3LqtXr6aqqoq0tDQA8vLyqKmp+drA902MGjWKV199lUWLFnHx4kWmT59OQUGBrb6srIxTp05dd6zy8nIWLFjA2bNnmT59OmPGjLHVNffVRtfWNW2h3wnunE8qIiIiN1XT6p6/vz9jx461qwsPDycgIMB2kcZkMtGnTx8CAwO/97ihoaGMHj2a+Ph4fvOb32CxWPj1r39tqzeZTHh7e3Pfffc57V9QUMDs2bMpLS0lLi6OxMREu/qOHTs2+32WTeV3ypY46MyliIhIq3LXkO8fplqrpvOMfn5+Tuu7du1KcXEx0HgG8tpb4q5yzz330KdPH/75z3/aykwmE2FhYbi7O8aiv/3tb6xcuRKr1UpiYiLTp093aGMwGDh//rzT8SoqKvD19aV9+/au+xCtnMKliIhIK/J9b2S3Zr6+vvTs2ZPS0lKsVqtd4Kqvr6e8vByDwcC5c+c4efIkS5cu/U7jNDQ0MGPGDDw8PPj973/vUF9TU2Mb22q1cujQIadj5eTksGLFCtzc3Fi9erXD1xo1CQ4OprCwkLKyMrsve7dYLJw4cYIHHnjgO32OW5W2xUVERKTFPPzww9TU1LBlyxa78qysLMxmM+PHj8doNOLl5cXgwYO/0xht2rShe/fu5Ofn8+mnn9rVffjhh5w9e5aIiAgADh8+jNVqtX0FUZPjx4/z/PPP4+7uzrp165oNlgCTJk0CYPPmzXblW7dupba2loceeug7fY5blVYuRUREpMXExcVhNBpJS0ujpKSEoUOHUlRURFZWFkFBQcyYMYMVK1YQGhrqdJv6m1qyZAn/+Mc/+OlPf8qUKVPo2bMnx44d489//jO9e/dmwYIFQOP2e//+/enWrZtd/zfeeAOr1crIkSOpqKggOzvbYYyIiAg8PT257777iIqKIjMzk6qqKh544AEKCgrIysoiPDzcFmTvFAqXIiIi0mI8PDx488032bx5Mx9++CE5OTl06dKFJ554goSEBNzc3Dh48CBJSUnfa5zevXvz9ttv89vf/pZdu3Zx6dIlAgICmDZtGrNmzbJdsNm7dy+RkZF2fevq6jh8+DDQGD6NRqPTMbKysmyXlH7+85/Ts2dPPvjgA/7+97/j7+/PrFmziI+Pv6P+rjhAG7PZ3Pz9eREREXGpyspKunfvfrOnIbe41vx7pDOXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiLSourr69m+fTvTpk0jPDycqKgoUlJSqKiocGibm5tLWFgYZWVlDnWXLl0iKiqKt9566xuN+4tf/IKwsDDKy8ud1p8/f56wsDAOHDgAgMViYcOGDUyZMoURI0Ywbtw4kpKSyM/Pd+h79epV3n33XaZOnUp4eDiPPvoo69evx2KxfKO53U4ULkVERKRFpaSk8Oqrr2IwGEhKSmLcuHF89NFHJCQkcOnSJbu2JpOJXr160aNHD7tyi8VCcnKy00DqzF/+8hc++uij67YxGo107NiRwYMH09DQwNKlS/nDH/5A//79efbZZ4mJieGf//wn8+bNY//+/XZ916xZw9q1a+nbty9Llixh2LBhvP322yxbtoyGhoZvNMfbhfvNnoCIiIjcOfbs2UN2djbR0dEsW7bMVt6vXz9SU1PZsWMH8fHxtnKj0ciIESPsnnHixAl+8YtfcOLEiW80Znl5Oa+88goeHh7U1tY2285kMhEaGkq7du3YvXs3+/bt4yc/+QkLFy60tXnkkUeIjY3ltddeY9u2bQAcO3aMzMxMHnvsMZYvX25razAYWL9+PX/9618ZP378N5rr7UArlyIiItJiMjIy8PLyYtGiRXblEyZMID4+nl69etnKKisrKS4uZuTIkbayTZs2MX36dCorK5k2bdrXjnf16lWef/55evbsydixY5ttd+XKFQ4ePGgbq2llcsqUKXbtAgICGDp0KCdPnsRsNgOwa9cuAOLi4uzaxsTE0L59e1v9nUIrlyIiIq3I+F3fbJv3ZvifKP/v1f/q1avk5eURGhqKl5cX0Li97ebmhoeHh0PgNBqNeHp6MmTIEFtZUVERUVFRJCQkcOrUKd59993rjrlp0yYKCwt5++23eeedd5ptl5uby5dffsnw4cMBWLx4MdHR0fj7O37mCxcuANC2beMaXX5+Pj4+PnbBGKBDhw4EBQVx7Nix687xdqNwKSIi0oocqLxys6dww5SXl2O1WjEYDOTk5JCenk5xcTFubm6EhISQnJxM7969be1NJhMhISF4eHjYylJSUmw/nzp16rrj5efnk56ezpIlS+jbt+912xqNRu6++24CAgIA8PX1xdfX16HdkSNHyM/Pp1+/fvj4+ABQUVHBXXfd5fS5/v7+FBQUUF1djbe393XncLvQtriIiIi0iKbLOvv372fVqlWMGjWKNWvWMGvWLPLy8pg9e7btVnhdXR0HDhxwOG95bdC8ni+//JLnn3+e+++/n6lTp35te5PJ5DDWV1VUVLBq1SoA5s2bZyuvrq7G09PTaZ8OHToAcPny5W8079uBVi5FRESkRTRdpikpKeGXv/yl7QxkREQEAwYM4LnnniMtLY3U1FTy8vKoqan52sDXnNdee42LFy+yYcMG2rRpc922ZWVlnDp16rpjlZeXs3jxYs6ePcv06dMZM2aMre56t8Gb6pq20O8Ed84nFRERkZuqaXXP39/f4XJNeHg4AQEBtos0JpOJPn36EBgY+K3H+d///V8++OAD5s+fj4eHB2azGbPZzJUrjUcOLl26ZLuM0zSWt7c39913n9PnFRQUMHv2bEpLS4mLiyMxMdGuvmPHjs1+n2VT+Z2yJQ5auRQREWlVQru3u9lTuGGazjP6+fk5re/atSvFxcVA4xnIa2+Jfxt///vfgcbvnlyzZo1D/YwZMwDsgmxYWBju7o6x6G9/+xsrV67EarWSmJjI9OnTHdoYDAbOnz/vdC4VFRX4+vrSvn377/RZbkUKlyIiIq3I972R3Zr5+vrSs2dPSktLsVqtdoGrvr6e8vJyDAYD586d4+TJkyxduvQ7jTNjxgx+/OMfO5S/88477Nu3j9TUVFvAtVqtHDp0yOlYOTk5rFixAjc3N1avXs24ceOcjhccHExhYSFlZWV2X/ZusVg4ceIEDzzwwHf6HLcqbYuLiIhIi3n44Yepqalhy5YtduVZWVmYzWbGjx+P0WjEy8uLwYMHf6cx+vbtS1hYmMM/3bp1A+C+++4jLCwMgMOHD2O1Wm1fQdTk+PHjPP/887i7u7Nu3bpmgyXApEmTANi8ebNd+datW6mtreWhhx76Tp/jVqWVSxEREWkxcXFxGI1G0tLSKCkpYejQoRQVFZGVlUVQUBAzZsxgxYoVhIaGOt2mdjWj0Uj//v1twbPJG2+8gdVqZeTIkVRUVJCdne3QNyIiAk9PT+677z6ioqLIzMykqqqKBx54gIKCArKysggPDyciIuKGf47WROFSREREWoyHhwdvvvkmmzdv5sMPPyQnJ4cuXbrwxBNPkJCQgJubGwcPHiQpKalF5rN3714iIyPtyurq6jh8+DDQGD6NRqPTvllZWbZLSj//+c/p2bMnH3zwAX//+9/x9/dn1qxZxMfHf+1t9dtNG7PZfGf9NXUREZGbqLKyku7du9/sacgtrjX/HunMpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiLSo+vp6tm/fzrRp0wgPDycqKoqUlBQqKioc2ubm5hIWFkZZWZlD3aVLl4iKiuKtt95yOs7vfvc7wsLCnP7jrM/58+cJCwvjwIEDAFgsFjZs2MCUKVMYMWIE48aNIykpifz8fIe+V69e5d1332Xq1KmEh4fz6KOPsn79eiwWy7d9Pbc895s9AREREbmzpKSkkJ2dzejRo4mOjubUqVO899575OXlsXnzZjp16mRrazKZ6NWrFz169LB7hsViITk52WkgbVJcXIynpyc/+9nPHOruvvtuhzKj0UjHjh0ZPHgwDQ0NLF26lH379jFu3DhiY2P54osvyMjIYN68eaxdu5awsDBb3zVr1pCZmcmPfvQjnnzySYqKinj77bcpLCxk3bp1tGnT5ru8qluSwqWIiIi0mD179pCdnU10dDTLli2zlffr14/U1FR27NhBfHy8rdxoNDJixAi7Z5w4cYJf/OIXnDhx4rpjHT9+nL59+/LjH//4G83NZDIRGhpKu3bt2L17N/v27eMnP/kJCxcutLV55JFHiI2N5bXXXmPbtm0AHDt2jMzMTB577DGWL19ua2swGFi/fj1//etfGT9+/Deaw+1A2+IiIiLSYjIyMvDy8mLRokV25RMmTCA+Pp5evXrZyiorKykuLmbkyJG2sk2bNjF9+nQqKyuZNm1as+NYLBbOnDlD3759v9G8rly5wsGDB21j7d+/H4ApU6bYtQsICGDo0KGcPHkSs9kMwK5duwCIi4uzaxsTE0P79u1t9XcKrVyKiIi0Ip6pC7++0U1yedX679X/6tWr5OXlERoaipeXF9AYAt3c3PDw8HAInEajEU9PT4YMGWIrKyoqIioqioSEBE6dOsW7777rdKwTJ05QX19PUFAQAFarFTc3N9zdnUef3NxcvvzyS4YPHw7A4sWLiY6Oxt/f36HthQsXAGjbtnGNLj8/Hx8fH7tgDNChQweCgoI4duzY176b24nCpYiISCvidqLgZk/hhikvL8dqtWIwGMjJySE9PZ3i4mLc3NwICQkhOTmZ3r1729qbTCZCQkLw8PCwlaWkpNh+PnXqVLNjHT9+HGgMo1OnTuXUqVO0bduWwYMHs2TJEu655x679kajkbvvvpuAgAAAfH198fX1dXjukSNHyM/Pp1+/fvj4+ABQUVHBXXfd5XQe/v7+FBQUUF1djbe39zd4S7c+bYuLiIhIiwnexdsAAQAASURBVLh06RLQuOW8atUqRo0axZo1a5g1axZ5eXnMnj3bdiu8rq6OAwcOOJy3vDZoXk9TuMzLy2PKlCm88sorzJ49m8LCQubOnUtBgX2IN5lMDmN9VUVFBatWrQJg3rx5tvLq6mo8PT2d9unQoQMAly9f/kbzvh1o5VJERERaRG1tLfD/s3evUVFeCb7/v1oIIgTxBqa0NYraiW17DBHaqCgGr0s0cSQdDXhQ6EDQI4nj5bQx4lLPONPk4mWMGTp2p2X8R+2RUH20B+1xGM3pKoMaxHOQFoUBmgakSGu1iFapwP+Fi5pUV2FuFUT9fdbq1ct9efauJ7z4rb2f/TxQWVnJz372M6ZMmQJAdHQ0Tz75JCtXriQrK4tNmzZRVFREU1PTlwa+9owbN46AgABefvll5wrkpEmTGD9+PMnJybz77rvs3r0bgJqaGqqqqu45Vm1tLcuXL6euro6EhAQmT57srGttbW23X1td2xb6o0DhUkRERDpE2+peSEiIM1i2iYqKIjQ01HmQxmKxMGTIEB5//PFvNFZUVBRRUVFu5SNHjuSHP/wh586do6mpiYCAACwWC4GBgYwePdrjtUpKSli5ciV//vOfiY+PJz093aW+R48e7b7Psq38UdkSB4VLERGRTqU5bOT9nsJ3pu15xt69e3us79OnD2VlZcDdZyC/eErcm3r37k1rays3b950hsvIyEiPh31OnDjB+vXrcTgcpKenk5CQ4NbGaDRSX1/vcSyr1UpwcDB+fn5e/x2dlcKliIhIJ/JtT2R3ZsHBwQwcOJDq6mocDodL4GppaaG2thaj0cjly5epqKhg9erV32ic1tZWlixZAtx9ddFfq6ioICAggF69euFwOPjss888jpWfn8+6deswGAxs2bKFmJgYj+ONGjWKCxcuUFNT4/Kyd7vdTnl5OePGjftGv+NB9eg8ACAiIiL33Zw5c2hqamLv3r0u5SaTCZvNxrRp0zCbzQQEBDBmzJhvNEaXLl3o2bMnJSUlnDhxwqXut7/9LRUVFcyaNQuDwUBhYSEOh8P5CqI2ly5dYsOGDfj4+LB9+/Z2gyXAzJkzAcjOznYp379/P7du3WL27Nnf6Hc8qLRyKSIiIh0mPj4es9lMVlYWlZWVhIeHU1paislkIiwsjEWLFrFu3ToiIiLafSflV/Haa69RXFzMm2++ybx583jiiSc4f/48v/3tbxk6dChpaWnA3e33ESNG0LdvX5f+O3bswOFwMGHCBKxWK3l5eW5jREdH4+/vz+jRo4mNjSU3N5dr164xbtw4SkpKMJlMREVFER0d/Y1/x4NI4VJEREQ6jK+vLzt37iQ7O5sjR46Qn59Pr169ePHFF0lNTcVgMHDmzBlWrFjxrcYZOnQoe/bsISsri6NHj9LY2Ei/fv14+eWXWbJkifP75SdPnmTq1Kkufe/cuUNhYSFwN3yazWaPY5hMJuchpTfeeIOBAwdy6NAhPvnkE0JCQkhKSiIxMfGR+q44QBebzdb++XkRERHxqoaGBvr163e/pyEPuM78d6RnLkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRUREpEO1tLTw61//mpdffpmoqChiY2PZuHEjVqvVre3Zs2eJjIykpqbGra6xsZHY2Fh+/vOftzvWkSNHSEpKYtKkScycOZM1a9ZQVVXlsW19fT2RkZGcPn0aALvdzvvvv8/8+fMZP348MTExrFixguLiYre+zc3NfPTRR/z4xz8mKiqK559/nl27dmG327/qbXloKFyKiIhIh9q4cSNvv/02RqORFStWEBMTw+9+9ztSU1NpbGx0aWuxWBg0aBADBgxwKbfb7axatcpjIG2TlZVFRkYG3bp1Iz09nRdeeIHTp0+TnJxMbW2tW3uz2UyPHj0YM2YMra2trF69mg8//JARI0bwt3/7tyxYsIA//OEPpKSkcOrUKZe+mZmZbNu2jaFDh/L666/zox/9iD179rBmzRpaW1u/xd168Pjc7wmIiIjIo+P48ePk5eURFxfHmjVrnOXDhw9n06ZNfPzxxyQmJjrLzWYz48ePd7lGeXk5b775JuXl5e2Oc+HCBT788EOioqLIzMzEYDAAEBkZyauvvsqePXtYu3atSx+LxUJERATdunXj6NGjFBQUsHjxYpYuXepsM3fuXBYuXMg777zDgQMHADh//jy5ubnMmzfP5ZpGo5Fdu3Zx7Ngxpk2b9g3u1oNJK5ciIiLSYXJycggICGDZsmUu5dOnTycxMZFBgwY5yxoaGigrK2PChAnOsl/96lckJCTQ0NDAyy+/3O44ubm5tLS0sHLlSmewBAgPDyclJYUf/OAHLu1v377NmTNnnGO1rUzOnz/fpV1oaCjh4eFUVFRgs9kAOHz4MADx8fEubRcsWICfn5+z/lGhlUsREZFO5OaZ1+/3FNrlP3bbt+rf3NxMUVERERERBAQEAHe3tw0GA76+vm6B02w24+/vz9NPP+0sKy0tJTY2ltTUVKqqqvjoo488jnXmzBnCwsIwGo3A3fDY0tKCn58fP/nJT9zanz17lhs3bvDss88CsHz5cuLi4ggJCXFre+XKFQC6dr27RldcXExQUJBLMAbo3r07YWFhnD9//ivdn4eFwqWIiEgn0nLtwv2ewnemtrYWh8OB0WgkPz+f3bt3U1ZWhsFgYOzYsaxatYrBgwc721ssFsaOHYuvr6+zbOPGjc5/t3cw5/bt29TU1DBhwgQKCwvZuXOnM+CNGjWK119/nR/+8IcufcxmM8OGDSM0NBSA4OBggoOD3a597tw5iouLGT58OEFBQQBYrVb69+/vcS4hISGUlJRw/fp1AgMDv+KderBpW1xEREQ6RNthnVOnTpGRkcHEiRPJzMwkKSmJoqIikpOTnafC79y5w+nTp92et/xi0GzP9evXaWlpobKykvT0dJ566in+4R/+geXLl1NVVUVaWprbaqLFYnEb669ZrVYyMjIASElJcRnP39/fY5/u3bsDcPPmzS+d98NCK5ciIiLSIW7dugVAZWUlP/vZz5gyZQoA0dHRPPnkk6xcuZKsrCw2bdpEUVERTU1NXxr47jVOdXU1r732msuzkBERESxevJht27bxwQcfAFBTU0NVVdU9x6qtrWX58uXU1dWRkJDA5MmTnXX3Og3eVte2hf4oeHR+qYiIiNxXbat7ISEhzmDZJioqitDQUOdBGovFwpAhQ3j88ce/8TgGg4G4uDiXuu9///v88Ic/5P/+3//rXE20WCwEBgYyevRoj9crKSkhOTmZ6upq4uPjSU9Pd6nv0aNHu++zbCt/VLbEQSuXIiIinUrXoCfv9xS+M23PM/bu3dtjfZ8+fSgrKwPuPgP5xVPiX8djjz1GQEAAPj4++Pn5eRyntbWVpqYm/P39sVgsREZG4uPjHotOnDjB+vXrcTgcpKenk5CQ4NbGaDRSX1/vcS5Wq5Xg4GCP83hYKVyKiIh0It/2RHZnFhwczMCBA6mursbhcLgErpaWFmprazEajVy+fJmKigpWr179jcbp0qULI0eO5MyZM1itVrcT33/605/w9/end+/eOBwOPvvsM49j5efns27dOgwGA1u2bCEmJsbjeKNGjeLChQvU1NS4vOzdbrdTXl7OuHHjvtHveFBpW1xEREQ6zJw5c2hqamLv3r0u5SaTCZvNxrRp0zCbzQQEBDBmzJhvNU5raytZWVku5SdPnqS0tJSYmBi6du1KYWEhDofD+QqiNpcuXWLDhg34+Piwffv2doMlwMyZMwHIzs52Kd+/fz+3bt1i9uzZ3/h3PIi0cikiIiIdJj4+HrPZTFZWFpWVlYSHh1NaWorJZCIsLIxFixaxbt06IiIiPG5Tf1UzZ87k+PHjHDp0iD//+c9MmjSJP/3pT/zLv/wL/fr1c351x2w2M2LECPr27evSf8eOHTgcDiZMmIDVaiUvL89tjOjoaPz9/Rk9ejSxsbHk5uZy7do1xo0bR0lJCSaTiaioKKKjo7/x73gQKVyKiIhIh/H19WXnzp1kZ2dz5MgR8vPz6dWrFy+++CKpqakYDAbOnDnDihUrvvVYf/d3f8evf/1rfvOb3/Duu+8SGBjItGnTSEtLc4bJkydPMnXqVJd+d+7cobCwELgbPs1ms8frm0wm5+GhN954g4EDB3Lo0CE++eQTQkJCSEpKIjExkS5dunzr3/Ig6WKz2R6tr6mLiIjcRw0NDfTr1+9+T0MecJ3570jPXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1/jc7wmIiIjIo6WlpYWDBw9iMpmorq6mZ8+eREREkJaWRkhIiEvbs2fPkpqaSm5uLgMGDHCpa2xsZOHChcydO5eUlBSXusjIyC+dx6lTp1z+XV9fz5w5c3jvvfeIiIjAbrfz4YcfcuzYMerq6vD392f06NEkJyczatQol77Nzc0cOHAAk8lEXV0dvXv3ZsaMGSQlJdG9e/evc3seeAqXIiIi0qE2btxIXl4ekyZNIi4ujqqqKg4ePEhRURHZ2dk89thjzrYWi4VBgwa5BUu73c6qVauwWq3tjuHJp59+Sl5eHlOmTHGrM5vN9OjRgzFjxtDa2srq1aspKCggJiaGhQsXcvXqVXJyckhJSWHbtm0uATYzM5Pc3Fyee+45XnrpJUpLS9mzZw8XLlxg+/btdOnS5ZvcqgeSwqWIiIh0mOPHj5OXl0dcXBxr1qxxlg8fPpxNmzbx8ccfk5iY6Cw3m82MHz/e5Rrl5eW8+eablJeXtzvOrFmz3Mrq6+t59913GTRoEBkZGW71FouFiIgIunXrxtGjRykoKGDx4sUsXbrU2Wbu3LksXLiQd955hwMHDgBw/vx5cnNzmTdvHmvXrnW2NRqN7Nq1i2PHjjFt2rSvcHceDnrmUkRERDpMTk4OAQEBLFu2zKV8+vTpJCYmMmjQIGdZQ0MDZWVlTJgwwVn2q1/9ioSEBBoaGnj55Ze/1tiZmZn85S9/4Y033iAgIMCl7vbt25w5c8Y5VtuW+fz5813ahYaGEh4eTkVFBTabDYDDhw8DEB8f79J2wYIF+Pn5OesfFVq5FBER6UR+/ttN93sK7UqZ7b7a93U0NzdTVFRERESEM9zZ7XYMBgO+vr5ugdNsNuPv78/TTz/tLCstLSU2NpbU1FSqqqr46KOPvtLYp06d4v/8n//DrFmzCA8Pd6s/e/YsN27c4NlnnwVg+fLlxMXFuT0DCnDlyhUAuna9u0ZXXFxMUFCQSzAG6N69O2FhYZw/f/4rzfFhoXApIiLSiVQ3tL/V+6Crra3F4XBgNBrJz89n9+7dlJWVYTAYGDt2LKtWrWLw4MHO9haLhbFjx+Lr6+ss27hxo/PfVVVVX3nsXbt24ePjQ1pamsd6s9nMsGHDCA0NBSA4OJjg4GC3dufOnaO4uJjhw4cTFBQEgNVqpX///h6vGxISQklJCdevXycwMPArz/dBpm1xERER6RCNjY3A3VXEjIwMJk6cSGZmJklJSRQVFZGcnExNTQ0Ad+7c4fTp027PW34xaH5V586do6SkhFmzZrUbAi0Wi9tYf81qtTqf1fzi6fTr16/j7+/vsU/bSfGbN29+7Xk/qBQuRUREpEPcunULgMrKSjZv3szSpUuJjo7mlVdeYcuWLVy7do2srCwAioqKaGpq+tLA91X8y7/8CwAJCQke62tqaqiqqrrnWLW1taSlpVFXV0dCQgKTJ0921rW2trbbr62ubQv9UfDo/FIRERG5r9pW90JCQtxeBRQVFUVoaKjzII3FYmHIkCE8/vjj32rM27dvYzabeeqppxgyZIjHNhaLhcDAQEaPHu2xvqSkhOTkZKqrq4mPjyc9Pd2lvkePHtjtdo9928oflS1x0DOXIiIincr3+oXd7yl8Z9qeZ+zdu7fH+j59+lBWVgbcfQbyi6fEv6kzZ87Q1NTE9OnT221jsViIjIzEx8c9Fp04cYL169fjcDhIT0/3uPppNBqpr6/3eG2r1UpwcDB+fn7f/Ec8YBQuRUREOpFveyK7MwsODmbgwIFUV1fjcDhcAldLSwu1tbUYjUYuX75MRUUFq1ev/tZjnj17FoBx48Z5rHc4HHz22Wcex8rPz2fdunUYDAa2bNlCTEyMx2uMGjWKCxcuUFNT4/Kyd7vdTnl5ebtjP6y0LS4iIiIdZs6cOTQ1NbF3716XcpPJhM1mY9q0aZjNZgICAhgzZsy3Hu8Pf/gD/v7+7W6JFxYW4nA4nK8ganPp0iU2bNiAj48P27dvbzdYAsycOROA7Oxsl/L9+/dz69YtZs+e/S1/xYNFK5ciIiLSYeLj4zGbzWRlZVFZWUl4eDilpaWYTCbCwsJYtGgR69atIyIiwuM29ddVVVVFaGhouwdqzGYzI0aMoG/fvi7lO3bswOFwMGHCBKxWK3l5eW59o6Ojnd8bj42NJTc3l2vXrjFu3DhKSkowmUxERUURHR39rX/Hg0ThUkRERDqMr68vO3fuJDs7myNHjpCfn0+vXr148cUXSU1NxWAwcObMGVasWOGV8a5evcrw4cPbrT958iRTp051Kbtz5w6FhYXA3fBpNps99jWZTM5DSm+88QYDBw7k0KFDfPLJJ4SEhJCUlERiYuIj9V1xgC42m6398/MiIiLiVQ0NDfTr1+9+T0MecJ3570jPXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiISIdqaWnh17/+NS+//DJRUVHExsayceNGrFarW9uzZ88SGRlJTU2NW11jYyOxsbH8/Oc/9zjO559/zubNm5k1axbjx4/nhRde4J/+6Z+4deuWx/b19fVERkZy+vRpAOx2O++//z7z589n/PjxxMTEsGLFCoqLi936Njc389FHH/HjH/+YqKgonn/+eXbt2oXdbv86t+ah4HO/JyAiIiKPlo0bN5KXl8ekSZOIi4ujqqqKgwcPUlRURHZ2No899pizrcViYdCgQQwYMMDlGna7nVWrVnkMpADXr1/nJz/5CfX19cydO5cRI0Zw5swZfvnLX/KHP/yB7du3u/Uxm8306NGDMWPG0NrayurVqykoKCAmJoaFCxdy9epVcnJySElJYdu2bURGRjr7ZmZmkpuby3PPPcdLL71EaWkpe/bs4cKFC2zfvp0uXbp46e51fgqXIiIi0mGOHz9OXl4ecXFxrFmzxlk+fPhwNm3axMcff0xiYqKz3Gw2M378eJdrlJeX8+abb1JeXt7uOL/5zW+ora1l2bJlzuvNnz+fzZs3c+jQIU6ePMmzzz7r0sdisRAREUG3bt04evQoBQUFLF68mKVLlzrbzJ07l4ULF/LOO+9w4MABAM6fP09ubi7z5s1j7dq1zrZGo5Fdu3Zx7Ngxpk2b9g3u1oNJ2+IiIiLSYXJycggICGDZsmUu5dOnTycxMZFBgwY5yxoaGigrK2PChAnOsl/96lckJCTQ0NDAyy+/3O44f/zjHwGYOHGiS3l0dDQAFy9edCm/ffs2Z86ccY516tQp4G4g/aLQ0FDCw8OpqKjAZrMBcPjwYQDi4+Nd2i5YsAA/Pz9n/aNCK5ciIiKdyG9+85v7PYV2Pf/889+qf3NzM0VFRURERBAQEADc3d42GAz4+vq6BU6z2Yy/vz9PP/20s6y0tJTY2FhSU1Opqqrio48+8jjW4MGDAfjP//xPwsLCnOVVVVUA9OvXz6X92bNnuXHjhnM1c/ny5cTFxRESEuJ27StXrgDQtevdNbri4mKCgoJcgjFA9+7dCQsL4/z5819yZx4uCpciIiKdSHvPED4MamtrcTgcGI1G8vPz2b17N2VlZRgMBsaOHcuqVaucoRDublOPHTsWX19fZ9nGjRud/24Lip688MIL5Ofns23bNvz8/Bg+fDjnzp3jF7/4BWFhYTz33HMu7c1mM8OGDSM0NBSA4OBggoOD3a577tw5iouLGT58OEFBQcDd/2b9+/f3OI+QkBBKSkq4fv06gYGBX+1GPeC0LS4iIiIdorGxEbi75ZyRkcHEiRPJzMwkKSmJoqIikpOTnafC79y5w+nTp92et/xi0LyXHj16kJaWRmtrK6tWreL5558nIyODPn368I//+I90797dpb3FYnEb669ZrVYyMjIASElJcZZfv34df39/j33axrl58+ZXmvfDQOFSREREOkTbK4AqKyvZvHkzS5cuJTo6mldeeYUtW7Zw7do1srKyACgqKqKpqelLA197jhw5wrJly2htbeW1117jrbfe4ic/+QkNDQ2kpKRQX1/vbFtTU0NVVdU9x6qtrSUtLY26ujoSEhKYPHmys661tbXdfm11bVvojwJti4uIiEiHaFvdCwkJYcqUKS51UVFRhIaGOg/SWCwWhgwZwuOPP/6Nxtq5cyd+fn7s3r3b+RqjyZMnM3bsWNLS0ti6dSv/8A//4BwrMDCQ0aNHe7xWSUkJK1eu5M9//jPx8fGkp6e71Pfo0aPd91m2lT8qW+KgcCkiItKpeDpA8rBoe56xd+/eHuv79OlDWVkZcPcZyC+eEv86bDYbVquVCRMmuL0fMzw8nMGDBztflA53w2VkZCQ+Pu6x6MSJE6xfvx6Hw0F6ejoJCQlubYxGo8tK6BdZrVaCg4Px8/P7Rr/lQaRwKSIi0ol82xPZnVlwcDADBw6kuroah8PhErhaWlqora3FaDRy+fJlKioqWL169Tcax8fHhy5dutDS0uKxvrm52bld7XA4+OyzzzyOlZ+fz7p16zAYDGzZsoWYmBiP1xs1ahQXLlygpqbGJcza7XbKy8sZN27cN/odD6pH5wEAERERue/mzJlDU1MTe/fudSk3mUzYbDamTZuG2WwmICCAMWPGfKMxAgMD+W//7b9x+vRpLl265FJ38uRJqqur+dGPfgRAYWEhDofD7YXqly5dYsOGDfj4+LB9+/Z2gyXAzJkzAcjOznYp379/P7du3WL27Nnf6Hc8qLRyKSIiIh0mPj4es9lMVlYWlZWVhIeHU1paislkIiwsjEWLFrFu3ToiIiI8blN/VWvWrCElJYWUlBTmz5/PwIEDuXTpEiaTiT59+jifmzSbzYwYMYK+ffu69N+xYwcOh4MJEyZgtVrJy8tzGyM6Ohp/f39Gjx5NbGwsubm5XLt2jXHjxlFSUoLJZCIqKsr54vZHhcKliIiIdBhfX1927txJdnY2R44cIT8/n169evHiiy+SmpqKwWDgzJkzrFix4luNM2zYMLKzs/nggw84fPgwf/nLX+jTpw+zZ8/mlVdecb5E/eTJk0ydOtWl7507dygsLATuhk+z2exxDJPJ5Dyk9MYbbzBw4EAOHTrEJ598QkhICElJSSQmJj5S3xUH6GKz2do/Py8iIiJe1dDQ4PZ1GJGvqzP/HemZSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxEREelQLS0t/PrXv+bll18mKiqK2NhYNm7ciNVqdWt79uxZIiMjqampcatrbGwkNjaWn//85x7HuXz5Mhs2bGD69OlMnjyZxYsXk5eX1+686uvriYyM5PTp0wDY7Xbef/995s+fz/jx44mJiWHFihUUFxe79W1ubuajjz7ixz/+MVFRUTz//PPs2rULu93+VW/LQ8Pnfk9AREREHi0bN24kLy+PSZMmERcXR1VVFQcPHqSoqIjs7Gwee+wxZ1uLxcKgQYMYMGCAyzXsdjurVq3yGEgB6urqWLJkCVevXmX27NmMHDmSwsJCNmzYwIULF1ixYoVbH7PZTI8ePRgzZgytra2sXr2agoICYmJiWLhwIVevXiUnJ4eUlBS2bdtGZGSks29mZia5ubk899xzvPTSS5SWlrJnzx4uXLjA9u3b6dKli5fuXuencCkiIiId5vjx4+Tl5REXF8eaNWuc5cOHD2fTpk18/PHHJCYmOsvNZjPjx493uUZ5eTlvvvkm5eXl7Y6zfft2rly5wk9/+lP+5m/+BoC4uDj69+/P3r17mTx5MuHh4S59LBYLERERdOvWjaNHj1JQUMDixYtZunSps83cuXNZuHAh77zzDgcOHADg/Pnz5ObmMm/ePNauXetsazQa2bVrF8eOHWPatGnf4G49mLQtLiIiIh0mJyeHgIAAli1b5lI+ffp0EhMTGTRokLOsoaGBsrIyJkyY4Cz71a9+RUJCAg0NDbz88ssex7h9+zZms5nvfe97zJs3z6VuyZIlAOTm5rr1OXPmjHOsU6dOATB//nyXdqGhoYSHh1NRUYHNZgPg8OHDAMTHx7u0XbBgAX5+fs76R4VWLkVERDqRAy/8f/d7Cu16yRT/5Y3uobm5maKiIiIiIggICADubm8bDAZ8fX3dAqfZbMbf35+nn37aWVZaWkpsbCypqalUVVXx0UcfuY1js9lwOBwMGzbMbTv6scceo1evXpSUlLiUnz17lhs3bvDss88CsHz5cuLi4ggJCXG7/pUrVwDo2vXuGl1xcTFBQUEuwRige/fuhIWFcf78+a90fx4WCpciIiKdyOWzdfd7Ct+Z2tpaHA4HRqOR/Px8du/eTVlZGQaDgbFjx7Jq1SoGDx7sbG+xWBg7diy+vr7Oso0bNzr/XVVV5XEcf39/AJqamtzqmpubaWxsdDtoYzabGTZsGKGhoQAEBwcTHBzs1v/cuXMUFxczfPhwgoKCALBarfTv39/jXEJCQigpKeH69esEBga2d2seKtoWFxERkQ7R2NgI3N1yzsjIYOLEiWRmZpKUlERRURHJycnOU+F37tzh9OnTbs9bfjFoticwMJCwsDDOnTtHXZ1rWD9+/Dh37tzB4XC4lFssFrex/prVaiUjIwOAlJQUZ/n169edgfavde/eHYCbN29+6bwfFgqXIiIi0iFu3boFQGVlJZs3b2bp0qVER0fzyiuvsGXLFq5du0ZWVhYARUVFNDU1fWnga09KSgoOh4PXXnuNkydPUltby7/+67/y93//9wQFBeHj81+btzU1NVRVVd1zrNraWtLS0qirqyMhIYHJkyc761pbW9vt11bXtoX+KNC2uIiIiHSIttW9kJAQpkyZ4lIXFRVFaGio8yCNxWJhyJAhPP74499orClTprB+/Xq2bdvGa6+9BkDPnj157bXX+N3vfudy0txisRAYGMjo0aM9XqukpISVK1fy5z//mfj4eNLT013qe/To0e77LNvKH5UtcVC4FBER6VT6P/3NwtSDoO15xt69e3us79OnD2VlZcDdZyC/eEr8m5gzZw7Tp0/n0qVLdO3alWHDhuHr68sHH3zAwIEDne0sFguRkZEuq5ltTpw4wfr163E4HKSnp5OQkODWxmg0Ul9f73EOVquV4OBg/Pz8vtVveZAoXIqIiHQi3/ZEdmcWHBzMwIEDqa6uxuFwuASulpYWamtrMRqNXL58mYqKClavXv2NxzKbzVy7do1Zs2YxatQoZ/l//ud/cvnyZWbPng2Aw+Hgs88+8zhWfn4+69atw2AwsGXLFmJiYjyONWrUKC5cuEBNTY3Ly97tdjvl5eWMGzfuG/+OB9Gj8wCAiIiI3Hdz5syhqamJvXv3upSbTCZsNhvTpk3DbDYTEBDAmDFjvvE4//Zv/8bGjRv54x//6Cy7ffs2O3bswM/Pz/n+ysLCQhwOh/MVRG0uXbrEhg0b8PHxYfv27e0GS4CZM2cCkJ2d7VK+f/9+bt265QyyjwqtXIqIiEiHiY+Px2w2k5WVRWVlJeHh4ZSWlmIymQgLC2PRokWsW7eOiIgIj9vUX9WiRYv4j//4D5YvX86LL75I9+7dycvLo7i4mHXr1tG3b1/g7grniBEjnP9us2PHDhwOBxMmTMBqtXr8Jnl0dDT+/v6MHj2a2NhYcnNzuXbtGuPGjaOkpASTyURUVBTR0dHf+Hc8iBQuRUREpMP4+vqyc+dOsrOzOXLkCPn5+fTq1YsXX3yR1NRUDAYDZ86c8fjt768jLCyM999/n6ysLPbs2UNLSwsjRoxgx44d/OhHP3K2O3nyJFOnTnXpe+fOHQoLC4G74dNsNnscw2QyOQ8pvfHGGwwcOJBDhw7xySefEBISQlJSEomJiY/Ud8UButhstvbPz4uIiIhXNTQ00K9fv/s9DXnAdea/Iz1zKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJe43O/JyAiIiKPlpaWFg4ePIjJZKK6upqePXsSERFBWloaISEhLm3Pnj1Lamoqubm5DBgwAJvNxgcffMDvf/97GhoaCAwM5JlnniE1NZUnnnjCpa/dbmfPnj0cPXqUhoYGQkNDeeGFF1i4cCEGg8FtXvX19cyZM4f33nuPiIgI7HY7H374IceOHaOurg5/f39Gjx5NcnIyo0aNcunb3NzMgQMHMJlM1NXV0bt3b2bMmEFSUhLdu3f3+j3szBQuRUREpENt3LiRvLw8Jk2aRFxcHFVVVRw8eJCioiKys7N57LHHnG0tFguDBg1iwIABOBwO0tLSqKioIDY2lpEjR1JbW0tOTg6ffvopu3fvJiwsDLgbYH/6059y8uRJ5syZww9+8AMKCgrYsWMHf/zjH3njjTfc5mU2m+nRowdjxoyhtbWV1atXU1BQQExMDAsXLuTq1avk5OSQkpLCtm3biIyMdPbNzMwkNzeX5557jpdeeonS0lL27NnDhQsX2L59O126dPnub2wnoXApIiIiHeb48ePk5eURFxfHmjVrnOXDhw9n06ZNfPzxxyQmJjrLzWYz48ePB2Dfvn2Ul5ezdu1a5s2b52wzdepUlixZws6dO9m6dSsA//7v/47FYmHZsmXO682bN4+///u/Jzc3l7lz57qtPlosFiIiIujWrRtHjx6loKCAxYsXs3TpUmebuXPnsnDhQt555x0OHDgAwPnz58nNzWXevHmsXbvW2dZoNLJr1y6OHTvGtGnTvHULOz09cykiIiIdJicnh4CAAJYtW+ZSPn36dBITExk0aJCzrKGhgbKyMiZMmABAQUEB3bp1Y+7cuS59n3zySYYOHUphYaGz7Le//S3dunXjxz/+sUvb//7f/zsAhw8fdim/ffs2Z86ccY516tQpAObPn+/SLjQ0lPDwcCoqKrDZbC7Xio+Pd2m7YMEC/Pz83MZ62GnlUkREpBOZdth6v6fQrn+LDfnyRvfQ3NxMUVERERERBAQEAHefizQYDPj6+roFTrPZjL+/P08//TQAmzdv5sqVK27PS7a2tnL16lW6dv2vNbPi4mLCwsLw9/d3aTtgwAB69erF+fPnXcrPnj3LjRs3ePbZZwFYvnw5cXFxbs+AAly5cgXAOV5xcTFBQUEuwRige/fuhIWFuY31sFO4FBER6URON9y+31P4ztTW1uJwODAajeTn57N7927KysowGAyMHTuWVatWMXjwYGd7i8XC2LFj8fX1BaBv37707dvX7bpHjx7l888/Z9KkScDdwHrt2jVnKP1rISEh1NbWupSZzWaGDRtGaGgoAMHBwQQHB7v1PXfuHMXFxQwfPpygoCAArFYr/fv3b3eskpISrl+/TmBg4JfcoYeDtsVFRESkQzQ2NgJ3t5wzMjKYOHEimZmZJCUlUVRURHJyMjU1NQDcuXOH06dPO5+3bE95eTlvvfUWBoOB5ORkAK5fvw5Ajx49PPbp3r07N2/edCmzWCxfOpbVaiUjIwOAlJQUZ/n169fdVki/OBbgNt7DTOFSREREOsStW7cAqKysZPPmzSxdupTo6GheeeUVtmzZwrVr18jKygKgqKiIpqamewa+0tJSli5dSmNjIytXruSpp54C7m6Tf/H//1pra6vL1npNTQ1VVVX3HKu2tpa0tDTq6upISEhg8uTJLtdrT1vdF7fsH3aPzi8VERGR+6ptdS8kJIQpU6a41EVFRREaGuo8SGOxWBgyZAiPP/64x2uZzWZeffVVbDYbK1euJC4uzlnXtmJpt9s99rXb7c5nPtvGCgwMZPTo0R7bl5SUkJycTHV1NfHx8aSnp7vU9+jR455jAY/MljjomUsREZFOJaJft/s9he9M2/OMvXv39ljfp08fysrKgLvhse3k9l/Lycnh7bffpmvXrmzatIkZM2a41AcEBBAcHIzV6vlwlNVqdQmtFouFyMhIfHzcY9GJEydYv349DoeD9PR0EhIS3NoYjUbq6+vbHSs4OBg/Pz+P9Q8jhUsREZFO5NueyO7MgoODGThwINXV1TgcDpfA1dLSQm1tLUajkcuXL1NRUcHq1avdrrFv3z62bt1KUFAQmZmZhIeHexzrBz/4AWfOnMFut7t8IaempgabzeYMpA6Hg88++8zjWPn5+axbtw6DwcCWLVuIiYnxONaoUaO4cOECNTU1DBgwwFlut9spLy9n3LhxX+0GPSS0LS4iIiIdZs6cOTQ1NbF3716XcpPJhM1mY9q0aZjNZgICAhgzZoxLm5MnT7Jt2zZ69uxJVlZWu8ESYObMmTgcDueLzttkZ2cDEBsbC0BhYSEOh8P5CqI2ly5dYsOGDfj4+LB9+/Z2g2XbWF+8dpv9+/dz69YtZs+e3W7fh5FWLkVERKTDxMfHYzabycrKorKykvDwcEpLSzGZTISFhbFo0SLWrVtHRESE2zb1u+++S2trK1FRUVy8eJGLFy+6XX/WrFnA3Zey/+Y3v2HXrl3U1tYycuRIPv30U/793/+dF198ke9///vA3e33ESNGuL3iaMeOHTgcDiZMmIDVaiUvL89trOjoaOf3xmNjY8nNzeXatWuMGzeOkpISTCYTUVFRREdHe+nuPRi62Gy29o84iYiIiFc1NDTQr1+/+z2N+8put5Odnc2RI0eor6+nV69eTJkyhdTUVPz8/Jg6dSorVqzghRdecPa5fPmy25d5PGk7EAR3X//zwQcf8Lvf/Q6bzYbRaGTevHm89NJLztPb8+fPZ+rUqaSlpTn73blzh8mTJ3P79r3fOWoymTAajc4+2dnZHDp0CKvVSkhICDNnziQxMdFlW95bOvPfkcKliIhIB+rMoUAeHJ3570jPXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiISIdqaWnh17/+NS+//DJRUVHExsayceNGrFarW9uzZ88SGRlJTU0NADabjbfeeovnn3+e8ePHM336dNauXUtlZeU9x6ytrWXy5MkcPny43Tb19fVERkZy+vRpAOx2O++//z7z589n/PjxxMTEsGLFCoqLi936Njc389FHH/HjH/+YqKgonn/+eXbt2oXdbv8ad+bh4HO/JyAiIiKPlo0bN5KXl8ekSZOIi4ujqqqKgwcPUlRURHZ2No899pizrcViYdCgQQwYMACHw0FaWhoVFRXExsYycuRIamtrycnJ4dNPP2X37t2EhYW5jXflyhVWrFjBzZs37zkvs9lMjx49GDNmDK2traxevZqCggJiYmJYuHAhV69eJScnh5SUFLZt20ZkZKSzb2ZmJrm5uTz33HO89NJLlJaWsmfPHi5cuMD27dvp0qWL925gJ6dwKSIiIh3m+PHj5OXlERcXx5o1a5zlw4cPZ9OmTXz88cckJiY6y81mM+PHjwdg3759lJeXs3btWubNm+dsM3XqVJYsWcLOnTvZunWry3hnz54lIyOD+vr6L52bxWIhIiKCbt26cfToUQoKCli8eDFLly51tpk7dy4LFy7knXfe4cCBAwCcP3+e3Nxc5s2bx9q1a51tjUYju3bt4tixY0ybNu1r3qkHl7bFRUREpMPk5OQQEBDAsmXLXMqnT59OYmIigwYNcpY1NDRQVlbGhAkTACgoKKBbt27MnTvXpe+TTz7J0KFDKSwsdCnPzMwkNTWV1tZWlzDqye3btzlz5oxzrFOnTgEwf/58l3ahoaGEh4dTUVGBzWYDcG61x8fHu7RdsGABfn5+99yKfxhp5VJERKQT8d+09Msb3Sc3M3Z9q/7Nzc0UFRURERFBQEAAcPe5RoPBgK+vr1vgNJvN+Pv78/TTTwOwefNmrly5gsFgcGnX2trK1atX6drVdc3s0qVLJCQkkJSUxPHjx8nNzW13bmfPnuXGjRs8++yzACxfvpy4uDhCQkLc2l65cgXAOV5xcTFBQUEuwRige/fuhIWFcf78+S+9Nw8ThUsREZFOxFBecr+n8J2pra3F4XBgNBrJz89n9+7dlJWVYTAYGDt2LKtWrWLw4MHO9haLhbFjx+Lr6wtA37596du3r9t1jx49yueff86kSZNcyt977z1n3y9jNpsZNmwYoaGhAAQHBxMcHOzW7ty5cxQXFzN8+HCCgoIAsFqt9O/f3+N1Q0JCKCkp4fr16wQGBn6luTzotC0uIiIiHaKxsRG4u+WckZHBxIkTyczMJCkpiaKiIpKTk52nwu/cucPp06edz1u2p7y8nLfeeguDwUBycrJL3VcNlnA3yH7ZWFarlYyMDABSUlKc5devX8ff399jn+7duwN86WGih4nCpYiIiHSIW7duAVBZWcnmzZtZunQp0dHRvPLKK2zZsoVr166RlZUFQFFREU1NTfcMfKWlpSxdupTGxkZWrlzJU0899Y3mVVNTQ1VV1T3Hqq2tJS0tjbq6OhISEpg8ebKzrrW1td1+bXV/vWX/MHt0fqmIiIjcV22reyEhIUyZMsWlLioqitDQUOdBGovFwpAhQ3j88cc9XstsNvPqq69is9lYuXIlcXFx33heFouFwMBARo8e7bG+pKSE5ORkqquriY+PJz093aW+R48e7b7Psq38UdkSBz1zKSIi0qk0h42831P4zrQ9z9i7d2+P9X369KGsrAy4Gx7bTm7/tZycHN5++226du3Kpk2bmDFjxreal8ViITIyEh8f91h04sQJ1q9fj8PhID09nYSEBLc2RqOx3VcdWa1WgoOD8fPz+1ZzfJAoXIqIiHQi3/ZEdmcWHBzMwIEDqa6uxuFwuASulpYWamtrMRqNXL58mYqKClavXu12jX379rF161aCgoLIzMwkPDz8W83J4XDw2WefeRwrPz+fdevWYTAY2LJlCzExMR6vMWrUKC5cuEBNTQ0DBgxwltvtdsrLyxk3bty3muODRtviIiIi0mHmzJlDU1MTe/fudSk3mUzYbDamTZuG2WwmICCAMWPGuLQ5efIk27Zto2fPnmRlZX3rYAlQWFiIw+FwvoKozaVLl9iwYQM+Pj5s37693WAJMHPmTACys7Ndyvfv38+tW7eYPXv2t57ng0QrlyIiItJh4uPjMZvNZGVlUVlZSXh4OKWlpZhMJsLCwli0aBHr1q0jIiLCbZv63XffpbW1laioKC5evMjFixfdrj9r1qyvNR+z2cyIESPcXnG0Y8cOHA4HEyZMwGq1kpeX59Y3Ojoaf39/Ro8eTWxsLLm5uVy7do1x48ZRUlKCyWQiKiqK6OjorzWnB53CpYiIiHQYX19fdu7cSXZ2NkeOHCE/P59evXrx4osvkpqaisFg4MyZM6xYscKl3+XLl6mqqgLufhGnva/efN1wefLkSaZOnepSdufOHefXfsxmM2az2WNfk8nkPKT0xhtvMHDgQA4dOsQnn3xCSEgISUlJJCYmPlLfFQfoYrPZ2j8/LyIiIl7V0NBAv3797vc05AHXmf+O9MyliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jc/9noCIiIg8WlpaWjh48CAmk4nq6mp69uxJREQEaWlphISEuLQ9e/Ysqamp5ObmMmDAAGw2Gx988AG///3vaWhoIDAwkGeeeYbU1FSeeOIJl751dXX8/Oc/p6CggKtXr9KrVy+effZZXn31Vfr16+c2r/r6eubMmcN7771HREQEdrudDz/8kGPHjlFXV4e/vz+jR48mOTmZUaNGufRtbm7mwIEDmEwm6urq6N27NzNmzCApKYnu3bt7/R52ZgqXIiIi0qE2btxIXl4ekyZNIi4ujqqqKg4ePEhRURHZ2dk89thjzrYWi4VBgwYxYMAAHA4HaWlpVFRUEBsby8iRI6mtrSUnJ4dPP/2U3bt3ExYWBsDVq1dJTk6msbGRefPm8cQTT1BeXo7JZKKgoIBf/epX9O3b12VeZrOZHj16MGbMGFpbW1m9ejUFBQXExMSwcOFCrl69Sk5ODikpKWzbto3IyEhn38zMTHJzc3nuued46aWXKC0tZc+ePVy4cIHt27fTpUuXjrm5nYDCpYiIiHSY48ePk5eXR1xcHGvWrHGWDx8+nE2bNvHxxx+TmJjoLDebzYwfPx6Affv2UV5eztq1a5k3b56zzdSpU1myZAk7d+5k69atAPzTP/0Tn3/+Odu3b+fZZ591tv3Rj37EqlWr+OUvf+kyPtwNshEREXTr1o2jR49SUFDA4sWLWbp0qbPN3LlzWbhwIe+88w4HDhwA4Pz58+Tm5jJv3jzWrl3rbGs0Gtm1axfHjh1j2rRp3rh9DwQ9cykiIiIdJicnh4CAAJYtW+ZSPn36dBITExk0aJCzrKGhgbKyMiZMmABAQUEB3bp1Y+7cuS59n3zySYYOHUphYaGzrKCggAEDBrgES4BJkyYRGBjo0hbg9u3bnDlzxjnWqVOnAJg/f75Lu9DQUMLDw6moqMBmswFw+PBhAOLj413aLliwAD8/P2f9o0IrlyIiIp3IzTOv3+8ptMt/7LZv1b+5uZmioiIiIiIICAgAwG63YzAY8PX1dQucZrMZf39/nn76aQA2b97MlStXMBgMLu1aW1u5evUqXbv+15pZVlYWN27ccJvDzZs3uXnzpktbuPts540bN5xhdPny5cTFxbk9Awpw5coVAOc1iouLCQoKcgnGAN27dycsLIzz589/+c15iChcioiIdCIt1y7c7yl8Z2pra3E4HBiNRvLz89m9ezdlZWUYDAbGjh3LqlWrGDx4sLO9xWJh7Nix+Pr6AtC3b1+35yQBjh49yueff86kSZOcZaGhoR7nsG/fPpqbmxk7dqxLudlsZtiwYc5+wcHBBAcHu/U/d+4cxcXFDB8+nKCgIACsViv9+/f3OF5ISAglJSVcv36dwMDAe9ydh4e2xUVERKRDNDY2Ane3nDMyMpg4cSKZmZkkJSVRVFREcnIyNTU1ANy5c4fTp087n7dsT3l5OW+99RYGg4Hk5OR7tj19+jS/+MUvCAgIcNvCtlgsXzqW1WolIyMDgJSUFGf59evX8ff399in7aT4zZs373nth4nCpYiIiHSIW7duAVBZWcnmzZtZunQp0dHRvPLKK2zZsoVr166RlZUFQFFREU1NTfcMfKWlpSxdupTGxkZWrlzJU0891W7bTz/9lJUrV9LS0sLGjRtdVjZramqoqqq651i1tbWkpaVRV1dHQkICkydPdta1tra226+t7q+34R9mj84vFRERkfuqbXUvJCSEKVOmuNRFRUURGhrqPEhjsVgYMmQIjz/+uMdrmc1mXn31VWw2GytXriQuLq7dcf/3//7f/O3f/i3Nzc38r//1v1y2z9vGCgwMZPTo0R77l5SUkJycTHV1NfHx8aSnp7vU9+jRA7vd7rFvW/mjsiUOeuZSRESkU+ka9OT9nsJ3pm21sHfv3h7r+/TpQ1lZGXA3PLad3P5rOTk5vP3223Tt2pVNmzYxY8aMdsd8//33+fDDDwkMDORnP/sZERERbm0sFguRkZH4+LjHohMnTrB+/XocDgfp6ekkJCS4tTEajdTX13sc32q1EhwcjJ+fX7tzfNgoXIqIiHQi3/ZEdmcWHBzMwIEDqa6uxuFwuASulpYWamtrMRqNXL58mYqKClavXu12jX379rF161aCgoLIzMwkPDy83fHeffdd9u/fT//+/dm6davzBetf5HA4+OyzzzyOlZ+fz7p16zAYDGzZsoWYmBiP44waNYoLFy5QU1PDgAEDnOV2u53y8nLGjRt3z/vysNG2uIiIiHSYOXPm0NTUxN69e13KTSYTNpuNadOmYTabCQgIYMyYMS5tTp48ybZt2+jZsydZWVn3DJa5ubns37+fgQMHuny5568VFhbicDjc3od56dIlNmzYgI+PD9u3b283WALMnDkTgOzsbJfy/fv3c+vWLWbPnt1u34eRVi5FRESkw8THx2M2m8nKyqKyspLw8HBKS0sxmUyEhYWxaNEi1q1bR0REhNs29bvvvktraytRUVFcvHiRixcvul1/1qxZ3Lx5k/feew+A6OhoPvvsM7d2/v7+REdHYzabGTFihNsrjnbs2IHD4WDChAlYrVby8vLcrhEdHe383nhsbCy5ublcu3aNcePGUVJSgslkIioqiujo6G9xxx48XWw2W/tHnERERMSrGhoa6Nev3/2exn1lt9vJzs7myJEj1NfX06tXL6ZMmUJqaip+fn5MnTqVFStW8MILLzj7XL582e3LPJ6cOnWKwsJCXn311Xu2e/zxx/nNb37D/PnzmTp1Kmlpac66O3fuMHnyZG7fvn3Pa5hMJoxGo7NPdnY2hw4dwmq1EhISwsyZM0lMTHS+jsibOvPfkcKliIhIB+rMoUAeHJ3570jPXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1/jc7wmIiIjIo6WlpYWDBw9iMpmorq6mZ8+eREREkJaWRkhIiEvbs2fPkpqaSm5uLgMGDMBms/HBBx/w+9//noaGBgIDA3nmmWdITU3liSeecOl75coVfv7zn3Py5EmuXLnC9773PebPn8/f/M3f0KVLF7d51dfXM2fOHN577z0iIiKw2+18+OGHHDt2jLq6Ovz9/Rk9ejTJycmMGjXKpW9zczMHDhzAZDJRV1dH7969mTFjBklJSXTv3t3r97AzU7gUERGRDrVx40by8vKYNGkScXFxVFVVcfDgQYqKisjOzuaxxx5ztrVYLAwaNIgBAwbgcDhIS0ujoqKC2NhYRo4cSW1tLTk5OXz66afs3r2bsLAwAK5fv05qaiqXL18mLi6OgQMHcvLkSX72s59RXl7OmjVr3OZlNpvp0aMHY8aMobW1ldWrV1NQUEBMTAwLFy7k6tWr5OTkkJKSwrZt24iMjHT2zczMJDc3l+eee46XXnqJ0tJS9uzZw4ULF9i+fbvHMPuwUrgUERGRDnP8+HHy8vKIi4tzCXjDhw9n06ZNfPzxxyQmJjrLzWYz48ePB2Dfvn2Ul5ezdu1a5s2b52wzdepUlixZws6dO9m6dSsAH330EVVVVfzd3/0d06ZNA2D+/PmsXLmSnJwcFixYwKBBg1zmZrFYiIiIoFu3bhw9epSCggIWL17M0qVLnW3mzp3LwoULeeeddzhw4AAA58+fJzc3l3nz5rF27VpnW6PRyK5duzh27JhzDo8CPXMpIiIiHSYnJ4eAgACWLVvmUj59+nQSExNdAl9DQwNlZWVMmDABgIKCArp168bcuXNd+j755JMMHTqUwsJCZ9mtW7cYOXIkMTExLm1/9KMf0draSmlpqUv57du3OXPmjHOsU6dOAXcD6ReFhoYSHh5ORUUFNpsNgMOHDwMQHx/v0nbBggX4+fk56x8VWrkUERHpRH7+2033ewrtSpmd8a36Nzc3U1RUREREBAEBAQDY7XYMBgO+vr5ugdNsNuPv78/TTz8NwObNm7ly5QoGg8GlXWtrK1evXqVr1/9aM/sf/+N/eJxDW6g0Go0u5WfPnuXGjRs8++yzACxfvpy4uDi3Z0Dh7rOcgHO84uJigoKC3FZCu3fvTlhYGOfPn7/HXXn4KFyKiIh0ItUN5fd7Ct+Z2tpaHA4HRqOR/Px8du/eTVlZGQaDgbFjx7Jq1SoGDx7sbG+xWBg7diy+vr4A9O3bl759+7pd9+jRo3z++edMmjTJ47g3b96kpqaGf/3Xf+XQoUNMnjyZH/zgBy5tzGYzw4YNIzQ0FIDg4GCCg4PdrnXu3DmKi4sZPnw4QUFBAFitVvr37+9x7JCQEEpKSrh+/TqBgYFffpMeAtoWFxERkQ7R2NgI3N1yzsjIYOLEiWRmZpKUlERRURHJycnU1NQAcOfOHU6fPu183rI95eXlvPXWWxgMBpKTkz22+ad/+idefvll9u7dy/e+9z1ef/11tzYWi+VLx7JarWRk3F29TUlJcZZfv34df39/j33aTorfvHnzntd+mChcioiISIe4desWAJWVlWzevJmlS5cSHR3NK6+8wpYtW7h27RpZWVkAFBUV0dTUdM/AV1paytKlS2lsbGTlypU89dRTHttNnDiRt99+m2XLlvGXv/yFhIQESkpKnPU1NTVUVVXdc6za2lrS0tKoq6sjISGByZMnO+taW1vb7ddW98Ut+4fdo/NLRURE5L5qW90LCQlhypQpLnVRUVGEhoY6D9JYLBaGDBnC448/7vFaZrOZV199FZvNxsqVK4mLi2t33IiICCZNmkRiYiLvvfcedrudf/zHf3TWWywWAgMDGT16tMf+JSUlJCcnU11dTXx8POnp6S71PXr0wG63e+zbVv6obImDnrkUERHpVL7XL+x+T+E70/Y8Y+/evT3W9+nTh7KyMuBueGw7uf3XcnJyePvtt+natSubNm1ixowZX3kO3//+9xkyZAh/+MMfnGUWi4XIyEh8fNxj0YkTJ1i/fj0Oh4P09HQSEhLc2hiNRurr6z2OZ7VaCQ4Oxs/P7yvP8UGncCkiItKJfNsT2Z1ZcHAwAwcOpLq6GofD4RK4WlpaqK2txWg0cvnyZSoqKli9erXbNfbt28fWrVsJCgoiMzOT8PBwtzatra0sWrQIX19ffvnLX7rVNzU1Ocd2OBx89tlnHsfKz89n3bp1GAwGtmzZ4vZaozajRo3iwoUL1NTUMGDAAGe53W6nvLyccePGffnNeYhoW1xEREQ6zJw5c2hqamLv3r0u5SaTCZvNxrRp0zCbzQQEBDBmzBiXNidPnmTbtm307NmTrKwsj8ESoEuXLvTr14/i4mI+/fRTl7ojR45QV1dHdHQ0AIWFhTgcDucriNpcunSJDRs24OPjw/bt29sNlgAzZ84EIDs726V8//793Lp1i9mzZ7fb92GklUsRERHpMPHx8ZjNZrKysqisrCQ8PJzS0lJMJhNhYWEsWrSIdevWERER4bZN/e6779La2kpUVBQXL17k4sWLbtefNWsWAK+//jr/7//9P/7n//yfzJ8/n4EDB3L+/Hl++9vfMnjwYNLS0oC72+8jRoxwe8XRjh07cDgcTJgwAavVSl5enttY0dHRzu+Nx8bGkpuby7Vr1xg3bhwlJSWYTCaioqKcQfZR0cVms7V/xElERES8qqGhgX79+t3vadxXdrud7Oxsjhw5Qn19Pb169WLKlCmkpqbi5+fH1KlTWbFiBS+88IKzz+XLl92+zONJ24EguHsK/J/+6Z8oKCigsbGR0NBQnnvuOZKSkpwHbObPn8/UqVOdYRPuvgZp8uTJ3L59+55jmUwm58vY79y5Q3Z2NocOHcJqtRISEsLMmTNJTEx0vo7Imzrz35HCpYiISAfqzKFAHhyd+e9Iz1yKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiEiHamlp4de//jUvv/wyUVFRxMbGsnHjRqxWq1vbs2fPEhkZSU1NDQA2m4233nqL559/nvHjxzN9+nTWrl1LZWXll4775ptvEhkZSW1trcf6+vp6IiMjOX36NAB2u53333+f+fPnM378eGJiYlixYgXFxcVufZubm/noo4/48Y9/TFRUFM8//zy7du3Cbrd/jTvzcPC53xMQERGRR8vGjRvJy8tj0qRJxMXFUVVVxcGDBykqKiI7O5vHHnvM2dZisTBo0CAGDBiAw+EgLS2NiooKYmNjGTlyJLW1teTk5PDpp5+ye/duwsLCPI75r//6r/zud7+757zMZjM9evRgzJgxtLa2snr1agoKCoiJiWHhwoVcvXqVnJwcUlJS2LZtG5GRkc6+mZmZ5Obm8txzz/HSSy9RWlrKnj17uHDhAtu3b6dLly7euXkPAIVLERER6TDHjx8nLy+PuLg41qxZ4ywfPnw4mzZt4uOPPyYxMdFZbjabGT9+PAD79u2jvLyctWvXMm/ePGebqVOnsmTJEnbu3MnWrVvdxqytreWtt97C19eXW7dutTs3i8VCREQE3bp14+jRoxQUFLB48WKWLl3qbDN37lwWLlzIO++8w4EDBwA4f/48ubm5zJs3j7Vr1zrbGo1Gdu3axbFjx5g2bdo3uFsPJm2Li4iISIfJyckhICCAZcuWuZRPnz6dxMREBg0a5CxraGigrKyMCRMmAFBQUEC3bt2YO3euS98nn3ySoUOHUlhY6DZec3MzGzZsYODAgUyZMqXded2+fZszZ844xzp16hQA8+fPd2kXGhpKeHg4FRUV2Gw2AA4fPgxAfHy8S9sFCxbg5+fnrH9UaOVSRESkE/nNb35zv6fQrueff/5b9W9ubqaoqIiIiAgCAgKAu881GgwGfH193QKn2WzG39+fp59+GoDNmzdz5coVDAaDS7vW1lauXr1K167ua2a/+tWvuHDhAnv27OGf//mf253b2bNnuXHjBs8++ywAy5cvJy4ujpCQELe2V65cAXCOV1xcTFBQkEswBujevTthYWGcP3/+nvflYaNwKSIi0ol4OtTysKitrcXhcGA0GsnPz2f37t2UlZVhMBgYO3Ysq1atYvDgwc72FouFsWPH4uvrC0Dfvn3p27ev23WPHj3K559/zqRJk1zKi4uL2b17N6+//jpDhw6959zMZjPDhg0jNDQUgODgYIKDg93anTt3juLiYoYPH05QUBBw979Z//79PV43JCSEkpISrl+/TmBg4D3n8LDQtriIiIh0iMbGRuDulnNGRgYTJ04kMzOTpKQkioqKSE5Odp4Kv3PnDqdPn3Y+b9me8vJy3nrrLQwGA8nJyc7yGzdusGHDBp555hl+/OMff+ncLBbLl45ltVrJyMgAICUlxVl+/fp1/P39Pfbp3r07ADdv3vzSOTwstHIpIiIiHaLtME1lZSU/+9nPnM9ARkdH8+STT7Jy5UqysrLYtGkTRUVFNDU13TPwlZaWkp6eTmNjI2vWrOGpp55y1r3zzjv85S9/4f333//Sk9o1NTVUVVXdc6za2lqWL19OXV0dCQkJTJ482VnX2trabr+2Ok9b9g+rR+eXioiIyH3VtroXEhLidrgmKiqK0NBQ50Eai8XCkCFDePzxxz1ey2w28+qrr2Kz2Vi5ciVxcXHOuv/4j//g0KFDvPrqq/j6+mKz2bDZbNy+fRu4u4LadhinbazAwEBGjx7tcaySkhKSk5Oprq4mPj6e9PR0l/oePXq0+z7LtvJHZUsctHIpIiLSqXg6QPKwaHuesXfv3h7r+/TpQ1lZGXA3PLad3P5rOTk5vP3223Tt2pVNmzYxY8YMl/pPPvkEuPvuyczMTLf+ixYtAnAJspGRkfj4uMeiEydOsH79ehwOB+np6SQkJLi1MRqN1NfXe5yr1WolODgYPz8/j/UPI4VLERGRTuTbnsjuzIKDgxk4cCDV1dU4HA6XwNXS0kJtbS1Go5HLly9TUVHB6tWr3a6xb98+tm7dSlBQEJmZmYSHh7u1WbRoEbNmzXIr/+d//mcKCgrYtGmTM+A6HA4+++wzj2Pl5+ezbt06DAYDW7ZsISYmxuPvGjVqFBcuXKCmpoYBAwY4y+12O+Xl5YwbN+7Lb85DRNviIiIi0mHmzJlDU1MTe/fudSk3mUzYbDamTZuG2WwmICCAMWPGuLQ5efIk27Zto2fPnmRlZXkMlgBDhw4lMjLS7X9tJ81Hjx7t/LpOYWEhDofD+QqiNpcuXWLDhg34+Piwffv2doMlwMyZMwHIzs52Kd+/fz+3bt1i9uzZX35jHiJauRQREZEOEx8fj9lsJisri8rKSsLDwyktLcVkMhEWFsaiRYtYt24dERERbtvU7777Lq2trURFRXHx4kUuXrzodn1PK5b3YjabGTFihNsrjnbs2IHD4WDChAlYrVby8vLc+kZHR+Pv78/o0aOJjY0lNzeXa9euMW7cOEpKSjCZTERFRREdHf215vSgU7gUERGRDuPr68vOnTvJzs7myJEj5Ofn06tXL1588UVSU1MxGAycOXOGFStWuPS7fPkyVVVVwN0v4rT31ZuvGy5PnjzJ1KlTXcru3Lnj/NqP2WzGbDZ77GsymZyHlN544w0GDhzIoUOH+OSTTwgJCSEpKYnExMRH6rviAF1sNlv75+dFRETEqxoaGujXr9/9noY84Drz35GeuRQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr/G53xMQERGRR0tLSwsHDx7EZDJRXV1Nz549iYiIIC0tjZCQEJe2Z8+eJTU1ldzcXAYMGIDNZuODDz7g97//PQ0NDQQGBvLMM8+QmprKE0884dL3F7/4BVlZWR7n8JOf/ISUlBSXsvr6eubMmcN7771HREQEdrudDz/8kGPHjlFXV4e/vz+jR48mOTmZUaNGufRtbm7mwIEDmEwm6urq6N27NzNmzCApKYnu3bt/+5v2AFG4FBERkQ61ceNG8vLymDRpEnFxcVRVVXHw4EGKiorIzs7msccec7a1WCwMGjSIAQMG4HA4SEtLo6KigtjYWEaOHEltbS05OTl8+umn7N69m7CwMGffsrIy/P39+elPf+o2h2HDhrmVmc1mevTowZgxY2htbWX16tUUFBQQExPDwoULuXr1Kjk5OaSkpLBt2zYiIyOdfTMzM8nNzeW5557jpZdeorS0lD179nDhwgW2b99Oly5dvHwXOy+FSxEREekwx48fJy8vj7i4ONasWeMsHz58OJs2beLjjz8mMTHRWW42mxk/fjwA+/bto7y8nLVr1zJv3jxnm6lTp7JkyRJ27tzJ1q1bneWXLl1i6NChzJo16yvNzWKxEBERQbdu3Th69CgFBQUsXryYpUuXOtvMnTuXhQsX8s4773DgwAEAzp8/T25uLvPmzWPt2rXOtkajkV27dnHs2DGmTZv2Ne/Ug0vPXIqIiEiHycnJISAggGXLlrmUT58+ncTERAYNGuQsa2hooKysjAkTJgBQUFBAt27dmDt3rkvfJ598kqFDh1JYWOgss9vt/OlPf2Lo0KFfaV63b9/mzJkzzrFOnToFwPz5813ahYaGEh4eTkVFBTabDYDDhw8DEB8f79J2wYIF+Pn5OesfFVq5FBER6UQOvPD/3e8ptOslU/yXN7qH5uZmioqKiIiIICAgALgbAg0GA76+vm6B02w24+/vz9NPPw3A5s2buXLlCgaDwaVda2srV69epWvX/1ozKy8vp6WlxblN7nA4MBgM+Ph4jj5nz57lxo0bPPvsswAsX76cuLg4t2dAAa5cuQLgHK+4uJigoCCXYAzQvXt3wsLCOH/+/Fe7QQ8JhUsREZFO5PLZuvs9he9MbW0tDocDo9FIfn4+u3fvpqysDIPBwNixY1m1ahWDBw92trdYLIwdOxZfX18A+vbtS9++fd2ue/ToUT7//HMmTZrkLLt06RIApaWl/PjHP6aqqoquXbsyZswYXn/9db7//e+7XMNsNjNs2DBCQ0MBCA4OJjg42G2sc+fOUVxczPDhwwkKCgLAarXSv39/j785JCSEkpISrl+/TmBg4Ne4Ww8ubYuLiIhIh2hsbATubjlnZGQwceJEMjMzSUpKoqioiOTkZGpqagC4c+cOp0+fdj5v2Z7y8nLeeustDAYDycnJzvK2cFlUVMT8+fN56623SE5O5sKFC7zyyiuUlJS4XMdisXzpWFarlYyMDACXk+bXr1/H39/fY5+2k+I3b96857UfJlq5FBERkQ5x69YtACorK/nZz37GlClTAIiOjubJJ59k5cqVZGVlsWnTJoqKimhqarpn4CstLSU9PZ3GxkbWrFnDU0895awbN24cAQEBvPzyy84VyEmTJjF+/HiSk5N599132b17NwA1NTVUVVXdc6za2lqWL19OXV0dCQkJTJ482VnX2trabr+2ui9u2T/sFC5FRESkQ7St7oWEhDiDZZuoqChCQ0OdB2ksFgtDhgzh8ccf93gts9nMm2++yY0bN1i5ciVxcXFu14uKinLrN3LkSH74wx9y7tw5mpqaCAgIwGKxEBgYyOjRoz2OVVJSwsqVK/nzn/9MfHw86enpLvU9evTAbrd77NtW/qhsiYPCpYiISKfS/2nPYeph0PY8Y+/evT3W9+nTh7KyMuBueGw7uf3XcnJyePvtt+natSubNm1ixowZX2sevXv3prW1lZs3bzrDZWRkpMfDPidOnGD9+vU4HA7S09NJSEhwa2M0Gqmvr/c4ltVqJTg4GD8/v681xweZwqWIiEgn8m1PZHdmwcHBDBw4kOrqahwOh0vgamlpoba2FqPRyOXLl6moqGD16tVu19i3bx9bt24lKCiIzMxMwsPD3dq0trayZMkSAH71q1+51VdUVBAQEECvXr1wOBx89tlnHsfKz89n3bp1GAwGtmzZQkxMjMffNWrUKC5cuEBNTQ0DBgxwltvtdsrLyxk3btyX3puHyaPzAICIiIjcd3PmzKGpqYm9e/e6lJtMJmw2G9OmTcNsNhMQEMCYMWNc2pw8eZJt27bRs2dPsrKyPAZLgC5dutCzZ09KSko4ceKES91vf/tbKioqmDVrFgaDgcLCQhwOh/MVRG0uXbrEhg0b8PHxYfv27e0GS4CZM2cCkJ2d7VK+f/9+bt26xezZs+95Tx42WrkUERGRDhMfH4/ZbCYrK4vKykrCw8MpLS3FZDIRFhbGokWLWLduHREREW7b1O+++y6tra1ERUVx8eJFLl686Hb9tq/xvPbaaxQXF/Pmm28yb948nnjiCc6fP89vf/tbhg4dSlpaGnB3+33EiBFurzjasWMHDoeDCRMmYLVaycvLcxsrOjra+b3x2NhYcnNzuXbtGuPGjaOkpASTyURUVBTR0dFeunsPhi42m639I04iIiLiVQ0NDfTr1+9+T+O+stvtZGdnc+TIEerr6+nVqxdTpkwhNTUVPz8/pk6dyooVK3jhhRecfS5fvuz2ZR5P2g4EAfzpT38iKyuLU6dO0djYSL9+/YiJiWHJkiXO75fPnz+fqVOnOsMm3H0N0uTJk7l9+/Y9xzKZTBiNRmef7OxsDh06hNVqJSQkhJkzZ5KYmOh8HZE3dea/I4VLERGRDtSZQ4E8ODrz35GeuRQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa/xud8TEBERkUdLS0sLBw8exGQyUV1dTc+ePYmIiCAtLY2QkBCXtmfPniU1NZXc3FwGDBiAzWbjgw8+4Pe//z0NDQ0EBgbyzDPPkJqayhNPPOE21pEjR/j1r39NWVkZPXr0YPTo0SxbtozBgwe7ta2vr2fOnDm89957REREYLfb+fDDDzl27Bh1dXX4+/szevRokpOTGTVqlEvf5uZmDhw4gMlkoq6ujt69ezNjxgySkpLo3r27V+9fZ6eVSxEREelQGzdu5O2338ZoNLJixQpiYmL43e9+R2pqKo2NjS5tLRYLgwYNYsCAATgcDtLS0sjJySEiIoJVq1Yxd+5cPv30U5YsWUJ5eblL36ysLDIyMujWrRvp6em88MILnD59muTkZGpra93mZTab6dGjB2PGjKG1tZXVq1fz4YcfMmLECP72b/+WBQsW8Ic//IGUlBROnTrl0jczM5Nt27YxdOhQXn/9dX70ox+xZ88e1qxZQ2trq/dvYiemlUsRERHpMMePHycvL4+4uDjWrFnjLB8+fDibNm3i448/JjEx0VluNpsZP348APv27aO8vJy1a9cyb948Z5upU6eyZMkSdu7cydatWwG4cOECH374IVFRUWRmZmIwGACIjIzk1VdfZc+ePaxdu9ZlbhaLhYiICLp168bRo0cpKChg8eLFLF261Nlm7ty5LFy4kHfeeYcDBw4AcP78eXJzc5k3b57LNY1GI7t27eLYsWNMmzbNW7ew09PKpYiIiHSYnJwcAgICWLZsmUv59OnTSUxMZNCgQc6yhoYGysrKmDBhAgAFBQV069aNuXPnuvR98sknGTp0KIWFhc6y3NxcWlpaWLlypTNYAoSHh5OSksIPfvADl2vcvn2bM2fOOMdqW5mcP3++S7vQ0FDCw8OpqKjAZrMBcPjwYQDi4+Nd2i5YsAA/Pz9n/aNCK5ciIiKdyLTD1vs9hXb9W2zIlze6h+bmZoqKioiIiCAgIAAAu92OwWDA19fXLXCazWb8/f15+umnAdi8eTNXrlxxCYsAra2tXL16la5d/2vN7MyZM4SFhWE0GoG74bGlpQU/Pz9+8pOfuM3t7Nmz3Lhxg2effRaA5cuXExcX5/YMKMCVK1cAnOMVFxcTFBTkEowBunfvTlhYGOfPn//qN+khoHApIiLSiZxuuH2/p/Cdqa2txeFwYDQayc/PZ/fu3ZSVlWEwGBg7diyrVq1yOWhjsVgYO3Ysvr6+APTt25e+ffu6Xffo0aN8/vnnTJo0CbgbJGtqapgwYQKFhYXs3LnTGfBGjRrF66+/zg9/+EOXa5jNZoYNG0ZoaCgAwcHBBAcHu4117tw5iouLGT58OEFBQQBYrVb69+/v8TeHhIRQUlLC9evXCQwM/Jp37MGkbXERERHpEG2HdU6dOkVGRgYTJ04kMzOTpKQkioqKSE5OpqamBoA7d+5w+vRp5/OW7SkvL+ett97CYDCQnJwMwPXr12lpaaGyspL09HSeeuop/uEf/oHly5dTVVVFWlqa22qixWL50rGsVisZGRkApKSkOMuvX7+Ov7+/xz5tJ8Vv3rx5z2s/TLRyKSIiIh3i1q1bAFRWVvKzn/2MKVOmABAdHc2TTz7JypUrycrKYtOmTRQVFdHU1HTPwFdaWkp6ejqNjY2sWbOGp556ymWc6upqXnvtNZdnISMiIli8eDHbtm3jgw8+AKCmpoaqqqp7jlVbW8vy5cupq6sjISGByZMnO+vudRq8re6LW/YPu0fnl4qIiMh91ba6FxIS4gyWbaKioggNDXUepLFYLAwZMoTHH3/c47XMZjOvvvoqNpuNlStXEhcX5zaOwWBwKQf4/ve/zw9/+EP+7//9v87VRIvFQmBgIKNHj/Y4VklJCcnJyVRXVxMfH096erpLfY8ePbDb7R77tpU/KlvioJVLERGRTiWiX7f7PYXvTNvzjL179/ZY36dPH8rKyoC74bHt5PZfy8nJ4e2336Zr165s2rSJGTNmuNQ/9thjBAQE4OPjg5+fn8dxWltbaWpqwt/fH4vFQmRkJD4+7rHoxIkTrF+/HofDQXp6OgkJCW5tjEYj9fX1HudqtVoJDg72OI+HlcKliIhIJ/JtT2R3ZsHBwQwcOJDq6mocDodL4GppaaG2thaj0cjly5epqKhg9erVbtfYt28fW7duJSgoiMzMTMLDw93adOnShZEjR3LmzBmsVqvbie8//elP+Pv707t3bxwOB5999pnHsfLz81m3bh0Gg4EtW7YQExPj8XeNGjWKCxcuUFNTw4ABA5zldrud8vJyxo0b95Xv0cNA2+IiIiLSYebMmUNTUxN79+51KTeZTNhsNqZNm4bZbCYgIIAxY8a4tDl58iTbtm2jZ8+eZGVleQyWXxyntbWVrKwst2uUlpYSExND165dKSwsxOFwOF9B1ObSpUts2LABHx8ftm/f3m6wBJg5cyYA2dnZLuX79+/n1q1bzJ49u92+DyOtXIqIiEiHiY+Px2w2k5WVRWVlJeHh4ZSWlmIymQgLC2PRokWsW7eOiIgIt23qd999l9bWVqKiorh48SIXL150u/6sWbOAu4Hv+PHjHDp0iD//+c9MmjSJP/3pT/zLv/wL/fr1c351x2w2M2LECLdXHO3YsQOHw8GECROwWq3k5eW5jRUdHe383nhsbCy5ublcu3aNcePGUVJSgslkIioqiujoaC/dvQdDF5vN9mh98FJEROQ+amhooF+/fvd7GveV3W4nOzubI0eOUF9fT69evZgyZQqpqan4+fkxdepUVqxYwQsvvODsc/nyZbcv83jyxW9+Nzc38+tf/5rf/OY3/OlPfyIwMJDx48eTlpbm/G8wf/58pk6dSlpamrPfnTt3mDx5Mrdv3/udoyaTyfmS9jt37pCdnc2hQ4ecW/EzZ84kMTHR+Toib+rMf0cKlyIiIh2oM4cCeXB05r8jPXMpIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl7jc78nICIiIo+WlpYWDh48iMlkorq6mp49exIREUFaWhohISEubc+ePUtqaiq5ubkMGDAAm83GBx98wO9//3saGhoIDAzkmWeeITU1lSeeeMLZLzIy8kvncerUKZd/19fXM2fOHN577z0iIiKw2+18+OGHHDt2jLq6Ovz9/Rk9ejTJycmMGjXKpW9zczMHDhzAZDJRV1dH7969mTFjBklJSXTv3v2b36wHkMKliIiIdKiNGzeSl5fHpEmTiIuLo6qqioMHD1JUVER2djaPPfaYs63FYmHQoEEMGDAAh8NBWloaFRUVxMbGMnLkSGpra8nJyeHTTz9l9+7dhIWFOcfw5NNPPyUvL48pU6a41ZnNZnr06MGYMWNobW1l9erVFBQUEBMTw8KFC7l69So5OTmkpKSwbds2lwCbmZlJbm4uzz33HC+99BKlpaXs2bOHCxcusH37drp06eLlu9h5KVyKiIhIhzl+/Dh5eXnExcWxZs0aZ/nw4cPZtGkTH3/8MYmJic5ys9nM+PHjAdi3bx/l5eWsXbuWefPmOdtMnTqVJUuWsHPnTrZu3QrArFmz3Maur6/n3XffZdCgQWRkZLjVWywWIiIi6NatG0ePHqWgoIDFixezdOlSZ5u5c+eycOFC3nnnHQ4cOADA+fPnyc3NZd68eaxdu9bZ1mg0smvXLo4dO8a0adO+6S174OiZSxEREekwOTk5BAQEsGzZMpfy6dOnk5iYyKBBg5xlDQ0NlJWVMWHCBAAKCgro1q0bc+fOden75JNPMnToUAoLC+85dmZmJn/5y1944403CAgIcKm7ffs2Z86ccY7VtmU+f/58l3ahoaGEh4dTUVGBzWYD4PDhwwDEx8e7tF2wYAF+fn7O+keFVi5FREQ6Ef9NS7+80X1yM2PXt+rf3NxMUVERERERznBnt9sxGAz4+vq6BU6z2Yy/vz9PP/00AJs3b+bKlSsYDAaXdq2trVy9epWuXdtfMzt16hT/5//8H2bNmkV4eLhb/dmzZ7lx4wbPPvssAMuXLycuLs7tGVCAK1euADjHKy4uJigoyCUYA3Tv3p2wsDDOnz9/z/vysFG4FBER6UQM5SX3ewrfmdraWhwOB0ajkfz8fHbv3k1ZWRkGg4GxY8eyatUqBg8e7GxvsVgYO3Ysvr6+APTt25e+ffu6Xffo0aN8/vnnTJo0qd2xd+3ahY+PD2lpaR7rzWYzw4YNIzQ0FIDg4GCCg4Pd2p07d47i4mKGDx9OUFAQAFarlf79+3u8bkhICCUlJVy/fp3AwMB25/cw0ba4iIiIdIjGxkbg7ipiRkYGEydOJDMzk6SkJIqKikhOTqampgaAO3fucPr0aefzlu0pLy/nrbfewmAwkJyc7LHNuXPnKCkpYdasWe2GQIvF8qVjWa1W57OaKSkpzvLr16/j7+/vsU/bSfGbN2/e89oPE4VLERER6RC3bt0CoLKyks2bN7N06VKio6N55ZVX2LJlC9euXSMrKwuAoqIimpqa7hn4SktLWbp0KY2NjaxcuZKnnnrKY7t/+Zd/ASAhIcFjfU1NDVVVVfccq7a2lrS0NOrq6khISGDy5MnOutbW1nb7tdXda8v+YfPo/FIRERG5r9pW90JCQtxeBRQVFUVoaKjzII3FYmHIkCE8/vjjHq9lNpt59dVXsdlsrFy5kri4OI/tbt++jdls5qmnnmLIkCEe21gsFgIDAxk9erTH+pKSEpKTk6muriY+Pp709HSX+h49emC32z32bSt/VLbEQc9cioiIdCrNYSPv9xS+M23PM/bu3dtjfZ8+fSgrKwPuhse2k9t/LScnh7fffpuuXbuyadMmZsyY0e6YZ86coampienTp7fbxmKxEBkZiY+Peyw6ceIE69evx+FwkJ6e7nH102g0Ul9f7/HaVquV4OBg/Pz82h3/YaNwKSIi0ol82xPZnVlwcDADBw6kuroah8PhErhaWlqora3FaDRy+fJlKioqWL16tds19u3bx9atWwkKCiIzM9Pjye8vOnv2LADjxo3zWO9wOPjss888jpWfn8+6deswGAxs2bKFmJgYj9cYNWoUFy5coKamhgEDBjjL7XY75eXl7Y79sNK2uIiIiHSYOXPm0NTUxN69e13KTSYTNpuNadOmYTabCQgIYMyYMS5tTp48ybZt2+jZsydZWVlfGiwB/vCHP+Dv79/ulnhhYSEOh8P5CqI2ly5dYsOGDfj4+LB9+/Z2gyXAzJkzAcjOznYp379/P7du3WL27NlfOs+HiVYuRUREpMPEx8djNpvJysqisrKS8PBwSktLMZlMhIWFsWjRItatW0dERITbNvW7775La2srUVFRXLx4kYsXL7pd/6+/zFNVVUVoaGi7B2rMZjMjRoxwe8XRjh07cDgcTJgwAavVSl5enlvf6Oho5/fGY2Njyc3N5dq1a4wbN46SkhJMJhNRUVFER0d/zbv0YOtis9naP+IkIiIiXtXQ0EC/fv3u9zTuK7vdTnZ2NkeOHKG+vp5evXoxZcoUUlNT8fPzY+rUqaxYsYIXXnjB2efy5ctuX+bxpO1AUJuoqCiGDx/OL3/5S4/t58+fz9SpU13ef3nnzh0mT57M7du37zmWyWTCaDQ6+2RnZ3Po0CGsVishISHMnDmTxMRE5+uIvKkz/x0pXIqIiHSgzhwK5MHRmf+O9MyliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNz/2egIiIiDxaWlpaOHjwICaTierqanr27ElERARpaWmEhIS4tD179iypqank5uYyYMAAbDYbH3zwAb///e9paGggMDCQZ555htTUVJ544gmXvp9//jnvv/8+FouFv/zlL4SEhDBz5kySkpLw9fV1m1d9fT1z5szhvffeIyIiArvdzocffsixY8eoq6vD39+f0aNHk5yczKhRo1z6Njc3c+DAAUwmE3V1dfTu3ZsZM2aQlJRE9+7dvX4POzOFSxEREelQGzduJC8vj0mTJhEXF0dVVRUHDx6kqKiI7OxsHnvsMWdbi8XCoEGDGDBgAA6Hg7S0NCoqKoiNjWXkyJHU1taSk5PDp59+yu7duwkLCwPg+vXr/OQnP6G+vp65c+cyYsQIzpw5wy9/+Uv+8Ic/sH37drd5mc1mevTowZgxY2htbWX16tUUFBQQExPDwoULuXr1Kjk5OaSkpLBt2zYiIyOdfTMzM8nNzeW5557jpZdeorS0lD179nDhwgW2b99Oly5dvvsb20koXIqIiEiHOX78OHl5ecTFxbFmzRpn+fDhw9m0aRMff/wxiYmJznKz2cz48eMB2LdvH+Xl5axdu5Z58+Y520ydOpUlS5awc+dOtm7dCsBvfvMbamtrWbZsmfN68+fPZ/PmzRw6dIiTJ0/y7LPPuszNYrEQERFBt27dOHr0KAUFBSxevJilS5c628ydO5eFCxfyzjvvcODAAQDOnz9Pbm4u8+bNY+3atc62RqORXbt2cezYMaZNm+atW9jp6ZlLERER6TA5OTkEBASwbNkyl/Lp06eTmJjIoEGDnGUNDQ2UlZUxYcIEAAoKCujWrRtz58516fvkk08ydOhQCgsLnWV//OMfAZg4caJL2+joaAAuXrzoUn779m3OnDnjHOvUqVPA3UD6RaGhoYSHh1NRUYHNZgPg8OHDAMTHx7u0XbBgAX5+fs76R4VWLkVERDqRm2dev99TaJf/2G3fqn9zczNFRUVEREQQEBAAgN1ux2Aw4Ovr6xY4zWYz/v7+PP300wBs3ryZK1euYDAYXNq1trZy9epVunb9rzWzwYMHA/Cf//mfzq1ygKqqKgD69evnco2zZ89y48YN52rm8uXLiYuLc3sGFODKlSsAzvGKi4sJCgpyCcYA3bt3JywsjPPnz3+V2/PQULgUERHpRFquXbjfU/jO1NbW4nA4MBqN5Ofns3v3bsrKyjAYDIwdO5ZVq1Y5QyHc3aYeO3as8/BN37596du3r9t1jx49yueff86kSZOcZS+88AL5+fls27YNPz8/hg8fzrlz5/jFL35BWFgYzz33nMs1zGYzw4YNIzQ0FIDg4GCCg4Pdxjp37hzFxcUMHz6coKAgAKxWK/379/f4m0NCQigpKeH69esEBgZ+vRv2gNK2uIiIiHSIxsZG4O6Wc0ZGBhMnTiQzM5OkpCSKiopITk6mpqYGgDt37nD69Gnn85btKS8v56233sJgMJCcnOws79GjB2lpabS2trJq1Sqef/55MjIy6NOnD//4j//odoLbYrF86VhWq5WMjAwAUlJSnOXXr1/H39/fY5+2cW7evHnPaz9MFC5FRESkQ9y6dQuAyspKNm/ezNKlS4mOjuaVV15hy5YtXLt2jaysLACKiopoamq6Z+ArLS1l6dKlNDY2snLlSp566iln3ZEjR1i2bBmtra289tprvPXWW/zkJz+hoaGBlJQU6uvrnW1ramqoqqq651i1tbWkpaVRV1dHQkICkydPdta1tra226+t7otb9g87bYuLiIhIh2hb3QsJCWHKlCkudVFRUYSGhjoP0lgsFoYMGcLjjz/u8Vpms5k333yTGzdusHLlSuLi4lzqd+7ciZ+fH7t372bAgAEATJ48mbFjx5KWlsbWrVv5h3/4B+dYgYGBjB492uNYJSUlrFy5kj//+c/Ex8eTnp7uUt+jRw/sdrvHvm3lj8qWOChcioiIdCpdg56831P4zrQ9z9i7d2+P9X369KGsrAy4Gx7bTm7/tZycHN5++226du3Kpk2bmDFjhku9zWbDarUyYcIEZ7BsEx4ezuDBgzl9+rSzzGKxEBkZiY+Peyw6ceIE69evx+FwkJ6eTkJCglsbo9HoshL6RVarleDgYPz8/DzWP4wULkVERDqRb3siuzMLDg5m4MCBVFdX43A4XAJXS0sLtbW1GI1GLl++TEVFBatXr3a7xr59+9i6dStBQUFkZmYSHh7u1sbHx4cuXbrQ0tLicR7Nzc3O7WqHw8Fnn33mcaz8/HzWrVuHwWBgy5YtxMTEeLzeqFGjuHDhAjU1NS5h1m63U15ezrhx4+59Yx4yj84DACIiInLfzZkzh6amJvbu3etSbjKZsNlsTJs2DbPZTEBAAGPGjHFpc/LkSbZt20bPnj3JysryGCzh7hb0f/tv/43Tp09z6dIlt2tUV1fzox/9CIDCwkIcDofbC9UvXbrEhg0b8PHxYfv27e0GS4CZM2cCkJ2d7VK+f/9+bt26xezZs9u/IQ8hrVyKiIhIh4mPj8dsNpOVlUVlZSXh4eGUlpZiMpkICwtj0aJFrFu3joiICLdt6nfffZfW1laioqK4ePGi24vQAWbNmgXAmjVrSElJISUlhfnz5zNw4EAuXbqEyWSiT58+zucmzWYzI0aMcHvF0Y4dO3A4HEyYMAGr1UpeXp7bWNHR0c7vjcfGxpKbm8u1a9cYN24cJSUlmEwmoqKinC9uf1R0sdls7R9xEhEREa9qaGhwe4H3o8Zut5Odnc2RI0eor6+nV69eTJkyhdTUVPz8/Jg6dSorVqzghRdecPa5fPmy25d5PGk7EATwpz/9iQ8++ICCggL+8pe/0KdPH8aPH88rr7zi/G8wf/58pk6dSlpamrPfnTt3mDx5Mrdv377nWCaTCaPR6OyTnZ3NoUOHsFqthISEMHPmTBITE91ee+QNnfnvSOFSRESkA3XmUCAPjs78d6RnLkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEa3zu9wRERETk0dLS0sLBgwcxmUxUV1fTs2dPIiIiSEtLIyQkxKXt2bNnSU1NJTc3lwEDBmCz2fjggw/4/e9/T0NDA4GBgTzzzDOkpqbyxBNPuPS9fPky77//PidPnsThcDBkyBBeeuklZs2a5XFe9fX1zJkzh/fee4+IiAjsdjsffvghx44do66uDn9/f0aPHk1ycjKjRo1y6dvc3MyBAwcwmUzU1dXRu3dvZsyYQVJSEt27d/fq/evsFC5FRESkQ23cuJG8vDwmTZpEXFwcVVVVHDx4kKKiIrKzs3nsscecbS0WC4MGDWLAgAE4HA7S0tKoqKggNjaWkSNHUltbS05ODp9++im7d+8mLCwMgLq6OpYsWcLVq1eZPXs2I0eOpLCwkA0bNnDhwgVWrFjhNi+z2UyPHj0YM2YMra2trF69moKCAmJiYli4cCFXr14lJyeHlJQUtm3bRmRkpLNvZmYmubm5PPfcc7z00kuUlpayZ88eLly4wPbt2+nSpct3f2M7CYVLERER6TDHjx8nLy+PuLg41qxZ4ywfPnw4mzZt4uOPPyYxMdFZbjabGT9+PAD79u2jvLyctWvXMm/ePGebqVOnsmTJEnbu3MnWrVsB2L59O1euXOGnP/0pf/M3fwNAXFwc/fv3Z+/evUyePJnw8HCXuVksFiIiIujWrRtHjx6loKCAxYsXs3TpUmebuXPnsnDhQt555x0OHDgAwPnz58nNzWXevHmsXbvW2dZoNLJr1y6OHTvGtGnTvHULOz2FSxERkU7k57/ddL+n0K6U2Rnf+ho5OTkEBASwbNkyl/Lp06dTVVXFoEGDnGUNDQ2UlZXx2muvAVBQUEC3bt2YO3euS98nn3ySoUOHUlhYCMDt27cxm81873vfcwmhAEuWLGHv3r3k5ua6hMvbt29z5swZXn/9dQBOnToFwPz58136h4aGEh4ezieffILNZiM4OJjDhw8DEB8f79J2wYIF/OIXv+Dw4cMKlyIiInJ/VDeU3+8pfGeam5spKioiIiKCgIAAAOx2OwaDAV9fX7fAaTab8ff35+mnnwZg8+bNXLlyBYPB4NKutbWVq1ev0rXr3XPKNpsNh8PBsGHD3LajH3vsMXr16kVJSYlL+dmzZ7lx4wbPPvssAMuXLycuLs7tGVCAK1euADjHKy4uJigoyCUYA3Tv3p2wsDDOnz//1W/SQ0DhUkRERDpEbW0tDocDo9FIfn4+u3fvpqysDIPBwNixY1m1ahWDBw92trdYLIwdOxZfX18A+vbtS9++fd2ue/ToUT7//HMmTZoEgL+/PwBNTU1ubZubm2lsbMRut7uUm81mhg0bRmhoKADBwcEEBwe79T937hzFxcUMHz6coKAgAKxWK/379/f4m0NCQigpKeH69esEBgZ+2S16KOhVRCIiItIhGhsbgbtbzhkZGUycOJHMzEySkpIoKioiOTmZmpoaAO7cucPp06edz1u2p7y8nLfeeguDwUBycjIAgYGBhIWFce7cOerq6lzaHz9+nDt37uBwOFzKLRbLl45ltVrJyLj7aEBKSoqz/Pr1685A+9faTorfvHnzntd+mChcioiISIe4desWAJWVlWzevJmlS5cSHR3NK6+8wpYtW7h27RpZWVkAFBUV0dTUdM/AV1paytKlS2lsbGTlypU89dRTzrqUlBQcDgevvfYaJ0+epLa2ln/913/l7//+7wkKCsLH5782b2tqaqiqqrrnWLW1taSlpVFXV0dCQgKTJ0921rW2trbbr62ubQv9UaBtcRERkU7ke/3C7vcUvjNtq3shISFMmTLFpS4qKorQ0FDnQRqLxcKQIUN4/PHHPV7LbDbz5ptvcuPGDVauXElcXJxL/ZQpU1i/fj3btm1zHgjq2bMnr732Gr/73e8oL/+vZ1stFguBgYGMHj3a41glJSWsXLmSP//5z8THx5Oenu5S36NHD7dt9jZt5Y/KljgoXIqIiHQq3jiR3Vm1Pc/Yu3dvj/V9+vShrKwMuBseJ0yY4LFdTk4Ob7/9Nl27dmXTpk3MmDHDY7s5c+Ywffp0Ll26RNeuXRk2bBi+vr588MEHDBw40NnOYrEQGRnpsprZ5sSJE6xfvx6Hw0F6ejoJCQlubYxGI/X19R7nYLVaCQ4Oxs/Pz2P9w+jRWaMVERGR+yo4OJiBAwdSXV3t9sxjS0sLtbW1GI1GLl++TEVFhcdt6n379vGzn/2MgIAA/vEf/7HdYGk2m8nLy8PPz49Ro0YxcuRIfH19+c///E8uX77MM888A4DD4eCzzz7zGGTz8/P56U9/SktLC1u2bPEYLAFGjRrF1atXnc+LtrHb7ZSXl7e7IvqwUrgUERGRDjNnzhyamprYu3evS7nJZMJmszFt2jTMZjMBAQGMGTPGpc3JkyfZtm0bPXv2JCsry+0l6F/0b//2b2zcuJE//vGPzrLbt2+zY8cO/Pz8nO+vLCwsxOFwOF9B1ObSpUts2LABHx8ftm/fTkxMTLtjzZw5E4Ds7GyX8v3793Pr1i1mz57d/g15CGlbXERERDpMfHw8ZrOZrKwsKisrCQ8Pp7S0FJPJRFhYGIsWLWLdunVERES4bVO/++67tLa2EhUVxcWLF7l48aLb9du+G75o0SL+4z/+g+XLl/Piiy/SvXt38vLyKC4uZt26dc5XGpnNZkaMGOH2iqMdO3bgcDiYMGECVquVvLw8t7Gio6Od3xuPjY0lNzeXa9euMW7cOEpKSjCZTERFRREdHe2lu/dg6GKz2do/4iQiIiJe1dDQQL9+/e73NO4ru91OdnY2R44cob6+nl69ejFlyhRSU1Px8/Nj6tSprFixghdeeMHZ5/Lly25f5vGk7UAQ3D2Ik5WVRUlJCS0tLYwYMYLFixfzox/9yNlm/vz5TJ06lbS0NGfZnTt3mDx5Mrdv377nWCaTCaPR6OyTnZ3NoUOHsFqthISEMHPmTBITE52vI/Kmzvx3pHApIiLSgTpzKJAHR2f+O9IzlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiIvL/s3fvcVWVifrAHxCF7eYmCgQ0NGoZAXmLi8p4ITEyifAyAuFE4QUtIS2YyYoKp2kanRztnHRMHC+d0wiOwyUaDnPIY/ZbS1FkiwOIKCEit70n2yjEBjbs3x982LlaGzPbAcLz/WeG97betfKP5/Ou912byGwYLomIiIjIbBguiYiIiMhsrAZ6AkRERDS8dHd3429/+xuysrJQW1sLBwcH+Pv7Y926dXBxcZG0ValUiI+PR2ZmJjw8PNDa2or9+/fj6NGjUKvVcHV1RVhYGFasWAErK2ms0el0OHDgAPLz86HRaODq6oqIiAhER0djxIgRsnk1NTXhySefxAcffAB/f3/odDrs27cPBQUFaGhogEKhwOTJk7Fy5Ur4+vpK+nZ1dSE9PR1ZWVloaGiAk5MTQkNDERcXBxsbG/M/xEGM4ZKIiIj6VWpqKvLy8jBnzhwsW7YMNTU1+Nvf/oazZ8/i4MGDsLOzM7YVRRGenp7w8PCAXq/Hxo0b8a9//Qvh4eF48MEHce7cOezcuRMlJSX405/+ZOzX3d2NV155BSdOnMCTTz4JHx8fFBYW4v3338eVK1fw6quvyuYlCAJGjx6NqVOnwmAwIDk5GYWFhZg/fz6io6Px9ddf48iRI1izZg22b9+OgIAAY98tW7YgMzMTjz76KCIjI3HhwgUcOHAAFRUV2LFjBywsLH7ahzqIMFwSERFRvzl27Bjy8vKwbNky/PrXvzaWP/DAA9i8eTP+/ve/IzY21lguCAJmzZoFAMjLy8PZs2exfv16PPPMMwCAJUuWwNbWFhkZGTh16pQx8H322WcQRREvvPCCcbzFixfj97//PTIzMxEeHi5bfRRFEf7+/hg5ciTy8/NRWFiIZ599Fs8//7yxTXh4OKKjo/Hee+8hPT0dAFBWVobMzEwsXrwYmzZtMrZ1d3fHzp07UVBQgAULFpjzMQ5q3HNJRERE/ebIkSNQKpV44YUXJOWPPfYYYmNj4enpaSzTaDS4dOkSgoKCAAAtLS24//778dRTT0n6BgYGAgAqKiqMZZ9++ilGjhyJ5cuXS9r2htLc3FxJeWdnJ4qKiozXOnXqFABg6dKlknaurq6YPn06qqurodVqJWPFxMRI2kZFRcHa2lp2raGOK5dERESDSHZ29kBPoU/fDXU/VFdXF86ePQt/f38olUoAPfsiR4wYgVGjRskCpyAIUCgUmDZtGgAgOjoa0dHRsnEvXLgAAHBzczOWlZaWYuLEiVAoFJK2Hh4eGDNmDMrKyiTlKpUK33zzDWbOnAkASEhIwLJly2R7QAHg2rVrAABLS0vjtezt7SXBGABsbGwwceJE2bWGOoZLIiKiQUStVg/0FH4y9fX1aG9vh7u7O44ePYq0tDRcunQJI0aMgJ+fH5KSknDfffcZ24uiCD8/P4waNUo2Vnt7OxoaGnDs2DH85S9/gY+PD+bNmwegJ7Bev37dGEq/y8XFBfX19ZIyQRBw//33w9XVFQDg6OgIR0dHWd+SkhKUlpbigQcegL29PYCe/2b33HNPn9cqLy9HS0sLbG1tv/cZDQV8LU5ERET94saNGwB6Xjm/8cYb+MUvfoEtW7YgLi4OZ8+excqVK1FXVwcA0Ov1OH36tHG/5XdlZWVh+fLl2LlzJ+zs7PCb3/wGI0eOBNDz+hwARo8ebbKvjY0N2traJGWiKPZ5rV5qtRpvvPEGAGDNmjXG8paWFtkK6c3XAiC73lDGcElERET9oqOjAwBw+fJl/Pa3v8Xzzz+PefPmYfXq1XjnnXdw/fp17N69GwBw9uxZtLa29hn4fH19sXXrViQlJWHUqFFYuXIlvvjiCwCAwWCQ/O93GQwGyaeI6urqUFNTc8twWV9fj3Xr1qGhoQErVqzA3LlzJeP1pbeu9xX6cMDX4kRERNQvelf3XFxcEBwcLKmbPXs2XF1djQdpRFHE+PHjJfsob+bj42P8/3PnzkVUVBT++Mc/Yvbs2cYVS51OZ7KvTqcz7vnsvZatrS0mT55ssn15eTlefvllfPXVV4iJiUFiYqKkfvTo0be8FoBh80ocYLgkIiIaVEwdIBkqevczOjk5mawfO3YsLl26BKBnD2Tvye3bGXf69On44osvoNVqjfsl+9q/qlarJaFVFEUEBATIPsIOAJ9//jlSUlLQ3t6OxMRErFixQtbG3d0dTU1NfV7L0dER1tbWt3UvQwHDJRER0SDyY09kD2aOjo649957UVtbi/b2dkng6u7uRn19Pdzd3dHY2Ijq6mokJydL+m/cuBFffvkljhw5IguC33zzDSwtLY2Hf3x8fFBUVASdTif5hZy6ujpotVqEhoYC6DkYdObMGdm1AODo0aN47bXXMGLECLzzzjuYP3++yfvy9fVFRUUF6urq4OHhYSzX6XSoqqrCjBkzfuCTursNnw0ARERENOCefPJJtLa24r/+678k5VlZWdBqtViwYAEEQYBSqcTUqVMlbdzc3NDQ0IBPPvlEUq5SqaBSqeDv7298Jf7444+jvb3d+KHzXgcPHgQAhIWFAQCKi4vR3t5u/ARRr4sXL+LNN9+ElZUVduzY0Wew7L3WzWP3OnToEDo6OrBo0aJbPZIhhyuXRERE1G9iYmIgCAJ2796Ny5cvY/r06bhw4QKysrIwceJE/OpXv8Jrr70Gf39/2erkqlWrIIoitm7digsXLuDBBx/El19+iczMTDg6Okp+8eexxx5DdnY2du7cifr6enh7e+PkyZP47LPP8Mtf/hIPPvgggJ7X75MmTcK4ceMk13r//ffR3t6OoKAgqNVq5OXlye5l3rx5xt8bDwsLQ2ZmJq5fv44ZM2agvLwcWVlZmD17tvETScOFhVar7fuIExEREZmVRqOBs7PzQE9jQOl0Ohw8eBD/8z//g6amJowZMwbBwcGIj4+HtbU1QkJCsHHjRkRERMj6fv3119i9eze++OILXLt2DWPHjkVQUBBWrVole65tbW3Ys2cP/vnPf0Kr1cLd3R2LFy9GZGSk8fT20qVLERISgnXr1hn76fV6zJ07F52dnbe8j6ysLLi7uxv7HDx4EJ988gnUajVcXFzw+OOPIzY2VvJa3lwG878jhksiIqJ+NJhDAd09BvO/I+65JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzsRroCRAREdHwUF9fj4iIiFu2cXNzQ3Z2tvFvlUqF+Ph4ZGZmwsPDQ9L2xo0biI6ORnh4ONasWWNyvI6ODoSEhCApKQnh4eHQ6/VIT09Hbm4uamtrYWVlBS8vL8TGxmLmzJmy/rm5uTh06BCuXLkCpVKJ4OBgrF27Fvb29j/8AQwTDJdERETUL8aMGYPU1FSTdXl5eTh58iSCg4Ml5aIowtPTUxYsdTodkpKSoFarb3nNM2fOQKfTGYPju+++i5ycHAQGBmLx4sVoa2tDdnY2NmzYgJSUFISFhRn77t+/Hzt37oS/vz8SEhJQX1+PjIwMlJSUYO/evbCxsbmTxzDkMVwSERFRv1AoFFi4cKGsvLKyEsXFxZgyZQrWr18vqRMEAbNmzZKUVVVV4fXXX0dVVdX3XlMURUyaNAnOzs44d+4ccnJy8Nhjj+Htt982tlm6dCliYmKwfft2hIaGYuTIkWhqasKePXswa9YsbNu2DZaWPTsJvby8kJKSgoyMDDzzzDN38hiGPO65JCIiogHT3d2NzZs3AwBSUlJgZfXtupdGo8GlS5cQFBRkLNu/fz9WrFgBjUaDp59++nvHF0XRGE5PnToFoCdM3szW1hZz587F9evXcfHiRQBAfn4+Ojs7ER0dbQyWABAaGgo3Nzfk5ube4R0PfVy5JCIiGkTSI/57oKfQp8isGLOPmZOTg8rKSsTFxcHT01NSJwgCFAoFpk2bZiy7cOECwsLCEB8fj5qaGnz88cd9jn316lXU1tYaw2VUVBTmzJmD++67T9b22rVrAIARI0YAAEpLSwEAvr6+srbe3t747LPP0NLSAltb2x94x0MfwyUREdEg0qhqGOgp9Bu9Xo+0tDQ4ODggNjZWVi+KIvz8/DBq1ChjWWpqqvHvmpqaW44vCALs7e3x8MMPA+hZoZw0aZKsXV1dHY4dOwYHBwdMnDgRAKBWq2FnZwelUilr7+LiAqDngJKp8YY7vhYnIiKiAVFQUAC1Wo3IyEgoFApJnV6vx+nTp2X7LW8Omt9HEAQEBgYaVyNNaWlpwaZNm9DR0YFVq1YZX8u3tLTI5tSr9yCPTqe77bkMJwyXRERENCAOHz4Ma2trLF++XFZ39uxZtLa2ysLl7dLpdFCpVLfs39zcjMTERFRUVCAkJEQyD4PB0Ge/3rqb92LSt/hUiIiIqN9pNBqUlpYiKCjI5DcjRVHE+PHj4ebmdkfjFxUVoaOjw+S3KwGgtrYWK1euRGlpKRYsWIDNmzfDwsLCWK9UKvtcmewt535L07jnkoiIaBC5Z9qdham7zfHjx2EwGBAaGmqyXhAEySnxH0oURXh5ecHJyUlWd+7cOSQlJUGr1SIqKgobNmyQrUK6u7ujoqICbW1tstfjarUalpaWcHZ2vuP5DWUMl0RERIPIT3EiezBSqVSwtLREQECArK6xsRHV1dVITk6+4/FFUcQTTzwhKy8pKUFiYiLa29vx0ksvISoqymR/Hx8fHD16FGVlZfDz85PUlZeXY8KECSYP+xBfixMREdEAOH/+PDw9PU0GNEEQoFQqMXXq1Dsa+/Lly6ivr5e9EtdoNEhOToZOp8Nbb73VZ7AEgJCQEFhZWeGjjz6S7L/Mz89HY2Oj5Jd8SIorl0RERNSvurq6UFdXh8DAQJP1oijC399f8kH1H0IQBDg6OsLHx0dSnpaWBq1WC19fXxgMBuTl5cn6BgQEYOzYsXBzc8Nzzz2HPXv2ICEhASEhIbhy5QrS09Ph7e2NJUuW3NHchgOGSyIiIupXzc3N6O7uhp2dnayus7MTRUVF2Lhx4x2Pf+LECcyYMUO2j7KwsBBAzwfSez+S/l27du3C2LFjAQCrV6+Gk5MTMjIysHXrVjg5OSEiIgLx8fH8XfFbsNBqtX2ftSciIiKz0mg0PAhCP9pg/nfEPZdEREREZDYMl0RERERkNgyXRERERGQ2DJdEREREZDYMl0RERERkNgyXRERERGQ2DJdEREREZDYMl0RERERkNgyXRERERGQ2DJdEREREZDYMl0RERERkNgyXRERERGQ2DJdEREREZDZWAz0BIiIiGh7q6+sRERFxyzZubm7Izs42/q1SqRAfH4/MzEx4eHhAq9Viz549+H//7/9Bo9HA1tYWjzzyCOLj4/Hzn/9cNl5HRwdCQkKQlJSE8PBw6PV6pKenIzc3F7W1tbCysoKXlxdiY2Mxc+ZMWf/c3FwcOnQIV65cgVKpRHBwMNauXQt7e/sf+ziGLIZLIiIi6hdjxoxBamqqybq8vDycPHkSwcHBknJRFOHp6QkPDw+0t7dj3bp1qK6uRlhYGLy9vVFfX48jR47g5MmTSEtLw8SJEyX9z5w5A51OZwyO7777LnJychAYGIjFixejra0N2dnZ2LBhA1JSUhAWFmbsu3//fuzcuRP+/v5ISEhAfX09MjIyUFJSgr1798LGxsbMT2hoYLgkIiKifqFQKLBw4UJZeWVlJYqLizFlyhSsX79eUicIAmbNmgUA+Otf/4qqqips2rQJixcvNrYJCQnBc889h//8z//En/70J0l/URQxadIkODs749y5c8jJycFjjz2Gt99+29hm6dKliImJwfbt2xEaGoqRI0eiqakJe/bswaxZs7Bt2zZYWvbsJPTy8kJKSgoyMjLwzDPPmO3ZDCXcc0lEREQDpru7G5s3bwYApKSkwMrq23UvjUaDS5cuISgoCABQWFiIkSNHIjw8XDKGl5cXJkyYgOLiYtn4oigaw+mpU6cA9ITJm9na2mLu3Lm4fv06Ll68CADIz89HZ2cnoqOjjcESAEJDQ+Hm5obc3Nwfe+tDFlcuiYiIBpEFueqBnkKf/jfMxexj5uTkoLKyEnFxcfD09JTUCYIAhUKBadOmAQB++9vf4tq1axgxYoSkncFgwNdffy0JgQBw9epV1NbWGsNlVFQU5syZg/vuu082j2vXrgGAcezS0lIAgK+vr6ytt7c3PvvsM7S0tMDW1vZObntIY7gkIiIaRE5rOgd6Cv1Gr9cjLS0NDg4OiI2NldWLogg/Pz+MGjUKADBu3DiMGzdO1i4/Px///ve/MWfOHEm5IAiwt7fHww8/DKBnhXLSpEmy/nV1dTh27BgcHByMezbVajXs7OygVCpl7V1cekJ2fX29yfGGO74WJyIiogFRUFAAtVqNyMhIKBQKSZ1er8fp06eNq459qaqqwtatWzFixAisXLlSUicIAgIDA2UrnTdraWnBpk2b0NHRgVWrVhlfy7e0tMjm1Kv3II9Op/veexyOGC6JiIhoQBw+fBjW1tZYvny5rO7s2bNobW29Zbi8cOECnn/+edy4cQMvv/wyHnroIWOdTqeDSqW6Zf/m5mYkJiaioqICISEhknkYDIY++/XWffc1PPXgUyEiIqJ+p9FoUFpaiqCgIJPfjBRFEePHj4ebm5vJ/oIgYO3atdBqtXj55ZexbNkySX1RURE6OjpMfrsSAGpra7Fy5UqUlpZiwYIF2Lx5MywsLIz1SqWyz5XJ3nLutzSNey6JiIgGEX/nkQM9hX5x/PhxGAwGhIaGmqwXBMF4Svy7jhw5gj/+8Y+wtLTE5s2bTY4hiiK8vLzg5OQkqzt37hySkpKg1WoRFRWFDRs2yFYh3d3dUVFRgba2NtnrcbVaDUtLSzg7O9/u7Q4rDJdERESDyE9xInswUqlUsLS0REBAgKyusbER1dXVSE5OltX99a9/xZ/+9CfY29tjy5YtmD59usnxRVHEE088ISsvKSlBYmIi2tvb8dJLLyEqKspkfx8fHxw9ehRlZWXw8/OT1JWXl2PChAkmD/sQX4sTERHRADh//jw8PT1NBjRBEKBUKjF16lRJ+YkTJ7B9+3Y4ODhg9+7dfQbLy5cvo76+XvZKXKPRIDk5GTqdDm+99VafwRLo+TC7lZUVPvroI8n+y/z8fDQ2Nkp+yYekuHJJRERE/aqrqwt1dXUIDAw0WS+KIvz9/SUfVAeAbdu2wWAwYPbs2aisrERlZaWs78KFCyEIAhwdHeHj4yOpS0tLg1arha+vLwwGA/Ly8mT9AwICMHbsWLi5ueG5557Dnj17kJCQgJCQEFy5cgXp6enw9vbGkiVLfsQTGNoYLomIiKhfNTc3o7u7G3Z2drK6zs5OFBUVYePGjZLyxsZG1NTUAAByc3P7/IWchQsX4sSJE5gxY4ZsH2VhYSGAng+k934k/bt27dqFsWPHAgBWr14NJycnZGRkYOvWrXByckJERATi4+P5u+K3YKHVavs+a09ERERmpdFoeBCEfrTB/O+Iey6JiIiIyGwYLomIiIjIbBguiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsrAZ6AkRERDQ81NfXIyIi4pZt3NzckJ2dbfxbpVIhPj4emZmZ8PDwQGtrK/bv34+jR49CrVbD1dUVYWFhWLFiBays5LGmo6MDISEhSEpKQnh4OPR6PdLT05Gbm4va2lpYWVnBy8sLsbGxmDlzpqx/bm4uDh06hCtXrkCpVCI4OBhr166Fvb39j34eQxXDJREREfWLMWPGIDU11WRdXl4eTp48ieDgYEm5KIrw9PSEh4cH9Ho9Nm7ciH/9618IDw/Hgw8+iHPnzmHnzp0oKSnBn/70J9m4Z86cgU6nMwbHd999Fzk5OQgMDMTixYvR1taG7OxsbNiwASkpKQgLCzP23b9/P3bu3Al/f38kJCSgvr4eGRkZKCkpwd69e2FjY2PGpzN0MFwSERFRv1AoFFi4cKGsvLKyEsXFxZgyZQrWr18vqRMEAbNmzQLQE0DPnj2L9evX45lnngEALFmyBLa2tsjIyMCpU6cQEBAg6S+KIiZNmgRnZ2ecO3cOOTk5eOyxx/D2228b2yxduhQxMTHYvn07QkNDMXLkSDQ1NWHPnj2YNWsWtm3bBkvLnp2EXl5eSElJQUZGhnEOJMU9l0RERDRguru7sXnzZgBASkqK5NW2RqPBpUuXEBQUBABoaWnB/fffj6eeekoyRmBgIACgoqJCNr4oisZweurUKQA9YfJmtra2mDt3Lq5fv46LFy8CAPLz89HZ2Yno6GhjsASA0NBQuLm5ITc390fd91DGlUsiIqJBRLH5+YGeQp/a3thp9jFzcnJQWVmJuLg4eHp6SuoEQYBCocC0adMAANHR0YiOjpaNceHCBQA9+zVvdvXqVdTW1hrDZVRUFObMmYP77rtPNsa1a9cAACNGjAAAlJaWAgB8fX1lbb29vfHZZ5+hpaUFtra2P+h+hwOGSyIiokFkRFX5QE+h3+j1eqSlpcHBwQGxsbGyelEU4efnh1GjRsnq2tvb0dDQgGPHjuEvf/kLfHx8MG/ePEkbQRBgb2+Phx9+GEDPCuWkSZNkY9XV1eHYsWNwcHDAxIkTAQBqtRp2dnZQKpWy9i4uLgB6DiiZGm+442txIiIiGhAFBQVQq9WIjIyEQqGQ1On1epw+fdq46vhdWVlZWL58OXbu3Ak7Ozv85je/wciRIyVtBEFAYGCgcTXSlJaWFmzatAkdHR1YtWqV8bV8S0uLbE69eg/y6HS6277X4YThkoiIiAbE4cOHYW1tjeXLl8vqzp49i9bW1j7Dpa+vL7Zu3YqkpCSMGjUKK1euxBdffGGs1+l0UKlUffYHgObmZiQmJqKiogIhISGSeRgMhj779dbdvBeTvsXX4kRERNTvNBoNSktLERwcbPKbkaIoYvz48bJ9lL18fHyM/3/u3LmIiorCH//4R8yePRsAUFRUhI6ODpPfrgSA2tpabNy4EVeuXMGCBQuQmpoKCwsLY71SqURzc7PJvr0rltxvaRrDJRER0SDSNdF7oKfQL44fPw6DwYDQ0FCT9YIgGE+Jfx9XV1dMnz4dX3zxBbRaLRwdHSGKIry8vODk5CRrf+7cOSQlJUGr1SIqKgobNmyQrUK6u7ujoqICbW1tstfjarUalpaWcHZ2vs27HV4YLomIiAaRn+JE9mCkUqlgaWkp+y4lADQ2NqK6uhrJycmS8o0bN+LLL7/EkSNHZL/G880338DS0tJ4+EcURTzxxBOysUtKSpCYmIj29na89NJLiIqKMjk/Hx8fHD16FGVlZfDz85PUlZeXY8KECSYP+xD3XBIREdEAOH/+PDw9PU0GNEEQoFQqMXXqVEm5m5sbGhoa8Mknn0jKVSoVVCoV/P39MXr0aFy+fBn19fWyV+IajQbJycnQ6XR46623+gyWABASEgIrKyt89NFHkv2X+fn5aGxslPySD0lx5ZKIiIj6VVdXF+rq6owfP/8uURTh7+8vW51ctWoVRFHE1q1bceHCBTz44IP48ssvkZmZCUdHR/z6178G0BNOHR0dJfsyASAtLQ1arRa+vr4wGAzIy8uTXTsgIABjx46Fm5sbnnvuOezZswcJCQkICQnBlStXkJ6eDm9vbyxZssRMT2PoYbgkIiKiftXc3Izu7m7Y2dnJ6jo7O1FUVISNGzfK6pycnLBv3z7s3r0bX3zxBbKzszF27FgsWrQIq1atMu6BPHHiBGbMmCHbR1lYWAig5wPpvR9J/65du3Zh7NixAIDVq1fDyckJGRkZ2Lp1K5ycnBAREYH4+Hj+rvgtWGi12r7P2hMREZFZaTQaHgShH20w/zvinksiIiIiMhuGSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhuGSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhuGSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhuGSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhurgZ4AERERDQ/19fWIiIi4ZRs3NzdkZ2cb/1apVIiPj0dmZiY8PDxk7T/44AMcOHAAu3btwiOPPCKr7+joQEhICJKSkhAeHg69Xo/09HTk5uaitrYWVlZW8PLyQmxsLGbOnCnrn5ubi0OHDuHKlStQKpUIDg7G2rVrYW9v/8MfwDDBcElERET9YsyYMUhNTTVZl5eXh5MnTyI4OFhSLooiPD09TQbL4uJifPTRR7e85pkzZ6DT6YzB8d1330VOTg4CAwOxePFitLW1ITs7Gxs2bEBKSgrCwsKMfffv34+dO3fC398fCQkJqK+vR0ZGBkpKSrB3717Y2Nj80EcwLDBcEhERUb9QKBRYuHChrLyyshLFxcWYMmUK1q9fL6kTBAGzZs2S9blx4wbeeustWFlZoaOjo89riqKISZMmwdnZGefOnUNOTg4ee+wxvP3228Y2S5cuRUxMDLZv347Q0FCMHDkSTU1N2LNnD2bNmoVt27bB0rJnJ6GXlxdSUlKQkZGBZ5555k4fxZDGPZdEREQ0YLq7u7F582YAQEpKCqysvl330mg0uHTpEoKCgmT9/vCHP6C7uxtLliy55fiiKBrD6alTpwD0hMmb2draYu7cubh+/TouXrwIAMjPz0dnZyeio6ONwRIAQkND4ebmhtzc3Du42+GBK5dERESDSFvRhoGeQp8UftvNPmZOTg4qKysRFxcHT09PSZ0gCFAoFJg2bZqk/B//+Af+93//F//xH/+Bs2fP9jn21atXUVtbawyXUVFRmDNnDu677z5Z22vXrgEARowYAQAoLS0FAPj6+sraent747PPPkNLSwtsbW1v/2aHCYZLIiKiQaT7esVAT6Hf6PV6pKWlwcHBAbGxsbJ6URTh5+eHUaNGGcvq6uqwdetWREVFISAg4JbhUhAE2Nvb4+GHHwbQs0I5adIkWbu6ujocO3YMDg4OmDhxIgBArVbDzs4OSqVS1t7FxQVAzwElU+MNd3wtTkRERAOioKAAarUakZGRUCgUkjq9Xo/Tp09L9lt2dXXhrbfegqurK55//vnvHV8QBAQGBhpXI01paWnBpk2b0NHRgVWrVhlfy7e0tMjm1Kv3II9Op/veOQxHDJdEREQ0IA4fPgxra2ssX75cVnf27Fm0trZKwuW+fftQXl6OzZs3w9ra+pZj63Q6qFQqk4eBejU3NyMxMREVFRUICQmRzMNgMPTZr7fu5r2Y9C0+FSIiIup3Go0GpaWlCAoKMvnNSFEUMX78eLi5uQHo2QO5d+9eREdHw8XFBVqtFlqt1rh62NLSAq1Wi+7ubgBAUVEROjo6TH67EgBqa2uxcuVKlJaWYsGCBdi8eTMsLCyM9Uqlss+Vyd5y7rc0jXsuiYiIBhFLe6+BnkK/OH78OAwGA0JDQ03WC4IgOSUuiiK6urpw8OBBHDx4UNY+OTkZAJCVlQV3d3eIoggvLy84OTnJ2p47dw5JSUnQarWIiorChg0bZKuQ7u7uqKioQFtbm+z1uFqthqWlJZydnX/wfQ8HDJdERESDyE9xInswUqlUsLS0REBAgKyusbER1dXVxsAIAIsWLcLUqVNlbT/99FPk5eXhxRdfxAMPPICxY8cC6AmjTzzxhKx9SUkJEhMT0d7ejpdeeglRUVEm5+fj44OjR4+irKwMfn5+krry8nJMmDDB5GEfYrgkIiKiAXD+/Hl4enqaDGiCIECpVErCpIeHh8lf6ek9Le7l5WX8+cfLly+jvr5e9kpco9EgOTkZOp0OqampePzxx/ucX0hICHbt2oWPPvoIjzzyiPGVeX5+PhobG7Fhw4YfeMfDB8MlERER9auuri7U1dUhMDDQZL0oivD395d8UP2HEAQBjo6O8PHxkZSnpaVBq9XC19cXBoMBeXl5sr4BAQEYO3Ys3Nzc8Nxzz2HPnj1ISEhASEgIrly5gvT0dHh7e3/vx9uHM4ZLIiIi6lfNzc3o7u6GnZ2drK6zsxNFRUXYuHHjHY9/4sQJzJgxQ7aPsrCwEEDP4aDej6R/165du4yv1levXg0nJydkZGRg69atcHJyQkREBOLj4/m74rdgodVq+z5rT0RERGal0Wh4EIR+tMH874ifIiIiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis7Ea6AkQERHR8FBfX4+IiIhbtnFzc0N2drbxb5VKhfj4eGRmZsLDwwN5eXl48803TfZdtGiRrK6jowMhISFISkpCeHg49Ho90tPTkZubi9raWlhZWcHLywuxsbGYOXOmbMzc3FwcOnQIV65cgVKpRHBwMNauXQt7e/sf/gCGCYZLIiIi6hdjxoxBamqqybq8vDycPHkSwcHBknJRFOHp6QkPDw8AwMWLFwEAr776KqytrSVte9vc7MyZM9DpdMbg+O677yInJweBgYFYvHgx2trakJ2djQ0bNiAlJQVhYWHGvvv378fOnTvh7++PhIQE1NfXIyMjAyUlJdi7dy9sbGzu/GEMYQyXRERE1C8UCgUWLlwoK6+srERxcTGmTJmC9evXS+oEQcCsWbOMf1+8eBFOTk7fuwLaSxRFTJo0Cc7Ozjh37hxycnLw2GOP4e233za2Wbp0KWJiYrB9+3aEhoZi5MiRaGpqwp49ezBr1ixs27YNlpY9Owm9vLyQkpKCjIwMPPPMM3fwFIY+7rkkIiKiAdPd3Y3NmzcDAFJSUmBl9e26l0ajwaVLlxAUFGQsu3TpEiZMmHDb44uiaAynp06dAtATJm9ma2uLuXPn4vr168aV0fz8fHR2diI6OtoYLAEgNDQUbm5uyM3N/YF3Onxw5ZKIiGgQ+fDTzQM9hT6tWfSG2cfMyclBZWUl4uLi4OnpKakTBAEKhQLTpk0DAFy7dg1fffUVQkJCAACdnZ0wGAwYNWqUybGvXr2K2tpaY7iMiorCnDlzcN9998naXrt2DQAwYsQIAEBpaSkAwNfXV9bW29sbn332GVpaWmBra3sntz2kMVwSERENIrWaqoGeQr/R6/VIS0uDg4MDYmNjZfWiKMLPz88YHntXFRsbG/HMM8/g4sWL6O7uxkMPPYQXXngB/v7+kv6CIMDe3h4PP/wwgJ4VykmTJsmuU1dXh2PHjsHBwQETJ04EAKjVatjZ2UGpVMrau7i4AOg5oGRqvOGOr8WJiIhoQBQUFECtViMyMhIKhUJSp9frcfr0acl+y0uXLgEASkpKMH/+fGzZsgWJiYlobGxEYmIivvjiC8kYgiAgMDDQuBppSktLCzZt2oSOjg6sWrXK+Fq+paVFNqdevQd5dDrdD7/pYYArl0RERDQgDh8+DGtrayxfvlxWd/bsWbS2tkrCpbe3N5577jmEhYXhZz/7mbH80UcfRXR0NP7whz8gKCgIlpaW0Ol0UKlUeOWVV/q8fnNzMzZu3IiKigqEhIRI5mEwGPrs11t3815M+hafChEREfU7jUaD0tJSBAUFmfxmpCiKGD9+PNzc3Ixl06ZNw7p16yTBEuj5NubcuXOhVqtRXV0NACgqKkJHR4fJb1cCQG1tLVauXInS0lIsWLAAmzdvhoWFhbFeqVT2uTLZW879lqZx5ZKIiGgQ+ZnzxIGeQr84fvw4DAYDQkNDTdYLgiA5Jf59xo4dCwBobW0F0BNOvby84OTkJGt77tw5JCUlQavVIioqChs2bJCtQrq7u6OiogJtbW2y1+NqtRqWlpZwdna+7fkNJwyXREREg8hPcSJ7MFKpVLC0tERAQICsrrGxEdXV1UhOTpaUJyUl4csvv8THH38s+4B574rlvffeC6AnXD7xxBOysUtKSpCYmIj29na89NJLiIqKMjk/Hx8fHD16FGVlZfDz85PUlZeXY8KECSYP+xBfixMREdEAOH/+PDw9PU0GNEEQoFQqMXXqVEn5uHHjcPXqVWRlZUnKz5w5A1EUERQUBCcnJ1y+fBn19fWyV+IajQbJycnQ6XR46623+gyWABASEgIrKyt89NFHkv2X+fn5aGxslPySD0lx5ZKIiIj6VVdXF+rq6hAYGGiyXhRF+Pv7Sz6oDgCrV6+GKIrYsWMHLl68CB8fH1RXV+Pvf/87nJ2djSudgiDA0dERPj4+kv5paWnQarXw9fWFwWBAXl6e7NoBAQEYO3Ys3Nzc8Nxzz2HPnj1ISEhASEgIrly5gvT0dHh7e2PJkiVmehpDD8MlERER9avm5mZ0d3fDzs5OVtfZ2YmioiJs3LhRVjd27Fjs27cPH374IQRBwD/+8Q84OTlh0aJFWL16tXEP5IkTJzBjxgzZPsrCwkIAPR9I7/1I+nft2rXLuH9z9erVcHJyQkZGBrZu3Wr82cn4+Hj+rvgtWGi12r7P2hMREZFZaTQaHgShH20w/zvinksiIiIiMhuGSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhuGSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhuGSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhuGSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhurgZ4AERERDQ/19fWIiIi4ZRs3NzdkZ2cb/1apVIiPj0dmZiY8PDwAACdOnMDBgwdRUVGBESNG4KGHHsLatWvh4+MjG6+jowMhISFISkpCeHg49Ho90tPTkZubi9raWlhZWcHLywuxsbGYOXOmrH9ubi4OHTqEK1euQKlUIjg4GGvXroW9vf2PexhDGMMlERER9YsxY8YgNTXVZF1eXh5OnjyJ4OBgSbkoivD09DQGy+zsbLzzzjuYOHEi1q5di7a2Nhw6dAjx8fH48MMP4e3tLel/5swZ6HQ6Y3B89913kZOTg8DAQCxevBhtbW3Izs7Ghg0bkJKSgrCwMGPf/fv3Y+fOnfD390dCQgLq6+uRkZGBkpIS7N27FzY2NuZ8PEMGwyURERH1C4VCgYULF8rKKysrUVxcjClTpmD9+vWSOkEQMGvWLACAWq3Ge++9By8vL+zevdsY7ubPn4/IyEj8+c9/xvvvvy/pL4oiJk2aBGdnZ5w7dw45OTl47LHH8PbbbxvbLF26FDExMdi+fTtCQ0MxcuRINDU1Yc+ePZg1axa2bdsGS8uenYReXl5ISUlBRkYGnnnmGbM+n6GCey6JiIhowHR3d2Pz5s0AgJSUFFhZfbvupdFocOnSJQQFBQEA/vGPf0Cn0+HFF1+UrBr+7Gc/w4svvojAwEDZ+KIoGsPpqVOnAPSEyZvZ2tpi7ty5uH79Oi5evAgAyM/PR2dnJ6Kjo43BEgBCQ0Ph5uaG3Nxcc9z+kMSVSyIiokHk5v2Gg81TTz1l9jFzcnJQWVmJuLg4eHp6SuoEQYBCocC0adMAAEVFRbC1tcWUKVMAAHq9Hnq9HjY2NoiMjJSNffXqVdTW1hrDZVRUFObMmYP77rtP1vbatWsAgBEjRgAASktLAQC+vr6ytt7e3vjss8/Q0tICW1vbO731IYvhkoiIaBBRq9UDPYV+o9frkZaWBgcHB8TGxsrqRVGEn58fRo0aBQC4fPky7rnnHnz55Zd4//33UVRUhK6uLkycOBHr1683rnD2EgQB9vb2ePjhhwH0rFBOmjRJdp26ujocO3YMDg4OmDhxIoCe/w52dnZQKpWy9i4uLgB6DiiZGm+442txIiIiGhAFBQVQq9WIjIyEQqGQ1On1epw+fdq46ggA169fx/Xr17FmzRo4Ojri7bffxq9//Wu0trbi5ZdfxrFjxyRjCIKAwMBA42qkKS0tLdi0aRM6OjqwatUq42v5lpYW2Zx69b6S1+l0d3LbQx7DJREREQ2Iw4cPw9raGsuXL5fVnT17Fq2trZJw2dnZCbVajUWLFuG3v/0t5s+fj2XLliEtLQ0KhQLvvfceDAYDgJ7gp1KpJP2/q7m5GYmJiaioqEBISIhkHr3jmNJbd/NeTPoWnwoRERH1O41Gg9LSUgQFBZn8ZqQoihg/fjzc3NyMZb0rht/dX+ni4oI5c+agqakJly9fBtCzP7Ojo8PktysBoLa2FitXrkRpaSkWLFiAzZs3w8LCwlivVCr7XJnsLed+S9O455KIiGgQ6d3PN9QdP34cBoMBoaGhJusFQZDtoXR1dcWXX36JsWPHytr3lrW0tADoCadeXl5wcnKStT137hySkpKg1WoRFRWFDRs2yFYh3d3dUVFRgba2NtnrcbVaDUtLSzg7O9/+DQ8jDJdERESDyE9xInswUqlUsLS0REBAgKyusbER1dXVSE5OlpT7+vriyy+/xKVLlzB58mRJ3dWrVwHAuNIpiiKeeOIJ2dglJSVITExEe3s7XnrpJURFRZmcn4+PD44ePYqysjL4+flJ6srLyzFhwgSTh32Ir8WJiIhoAJw/fx6enp4mA5ogCFAqlZg6daqk/MknnwQA7NmzB11dXcbyqqoq/L//9//wyCOPYNy4cbh8+TLq6+tlr8Q1Gg2Sk5Oh0+nw1ltv9RksASAkJARWVlb46KOPJPsv8/Pz0djYKPklH5LiyiURERH1q66uLtTV1Zn86DnQs+ro7+8v+aA6AEyZMgUxMTH47//+b6xZswYLFy7EtWvXkJ6eDmtrayQlJQHoCaeOjo6y3xpPS0uDVquFr68vDAYD8vLyZNcOCAjA2LFj4ebmhueeew579uxBQkICQkJCcOXKFaSnp8Pb2xtLliwx09MYehguiYiIqF81Nzeju7sbdnZ2srrOzk4UFRVh48aNJvu++OKLuP/++5GRkYEdO3bAxsYG/v7+WLt2LX7+858DAE6cOIEZM2bI9lEWFhYC6PlAeu9H0r9r165dxv2bq1evhpOTEzIyMrB161Y4OTkhIiIC8fHx/F3xW7DQarV9n7UnIiIis9JoNDwIQj/aYP53xD2XRERERGQ2DJdEREREZDYMl0RERERkNgyXRERERGQ2DJdEREREZDYMl0RERERkNgyXRERERGQ2DJdEREREZDYMl0RERERkNgyXRERERGQ2DJdEREREZDYMl0RERERkNlYDPQEiIiIaHurr6xEREXHLNm5ubsjOzjb+rVKpEB8fj8zMTDz//PNoaGi4Zf+srCy4u7sb/+7o6EBISAiSkpIQHh4OvV6P9PR05Obmora2FlZWVvDy8kJsbCxmzpwpGy83NxeHDh3ClStXoFQqERwcjLVr18Le3v6H3fwwwnBJRERE/WLMmDFITU01WZeXl4eTJ08iODhYUi6KIjw9PeHh4YGNGzeira1N1vf8+fM4dOgQfH194eLiIqk7c+YMdDqdMTi+++67yMnJQWBgIBYvXoy2tjZkZ2djw4YNSElJQVhYmLHv/v37sXPnTvj7+yMhIQH19fXIyMhASUkJ9u7dCxsbmx/7SIYkhksiIiLqFwqFAgsXLpSVV1ZWori4GFOmTMH69esldYIgYNasWQCAefPmyfq2trYiLS0Njo6O+P3vfw8rK2m0EUURkyZNgrOzM86dO4ecnBw89thjePvtt41tli5dipiYGGzfvh2hoaEYOXIkmpqasGfPHsyaNQvbtm2DpWXPTkIvLy+kpKQgIyMDzzzzzI99JEMS91wSERHRgOnu7sbmzZsBACkpKZJwqNFocOnSJQQFBfXZf9euXaitrcWGDRvg6uoqqxdF0RhOT506BaAnTN7M1tYWc+fOxfXr13Hx4kUAQH5+Pjo7OxEdHW0MlgAQGhoKNzc35Obm3uEdD31cuSQiIhpE0iP+e6Cn0KfIrBizj5mTk4PKykrExcXB09NTUicIAhQKBaZNm2ayb3V1NY4cOYKpU6fiiSeekNVfvXoVtbW1xnAZFRWFOXPm4L777pO1vXbtGgBgxIgRAIDS0lIAgK+vr6ytt7c3PvvsM7S0tMDW1vYH3O3wwHBJREQ0iDSqbn1gZSjR6/VIS0uDg4MDYmNjZfWiKMLPzw+jRo0y2f/DDz9EV1eX7FV6L0EQYG9vj4cffhhAzwrlpEmTZO3q6upw7NgxODg4YOLEiQAAtVoNOzs7KJVKWfvefZ319fUmxxvu+FqciIiIBkRBQQHUajUiIyOhUCgkdXq9HqdPnzauOn5XQ0MDjh07hkceeQSTJ0822UYQBAQGBhpXI01paWnBpk2b0NHRgVWrVhlfy7e0tMjm1Kv3II9Op/veexyOGC6JiIhoQBw+fBjW1tZYvny5rO7s2bNobW3tM1xmZmaiq6urz0M1Op0OKpWqz/4A0NzcjMTERFRUVCAkJEQyD4PB0Ge/3rqb92LSt/hUiIiIqN9pNBqUlpYiKCjI5DcjRVHE+PHj4ebmZrL/0aNH4eTkhICAAJP1RUVF6OjoMPntSgCora3FypUrUVpaigULFmDz5s2wsLAw1iuVyj5XJnvLud/SNO65JCIiGkTumWY6TA01x48fh8FgQGhoqMl6QRD6PCV++fJlXLlyBcuXL+/zlbcoivDy8oKTk5Os7ty5c0hKSoJWq0VUVBQ2bNggW4V0d3dHRUUF2traZK/H1Wo1LC0t4ezsfDu3OuwwXBIREQ0iP8WJ7MFIpVLB0tLS5MpjY2MjqqurkZyc3GdfAJgxY0af44uiaPIEeUlJCRITE9He3o6XXnoJUVFRJvv7+Pjg6NGjKCsrg5+fn6SuvLwcEyZMMHnYh/hanIiIiAbA+fPn4enpaTKgCYIApVKJqVOn9tkXAB566CGT9ZcvX0Z9fb3slbhGo0FycjJ0Oh3eeuutPoMlAISEhMDKygofffSRZP9lfn4+GhsbJb/kQ1JcuSQiIqJ+1dXVhbq6OgQGBpqsF0UR/v7+sl/b6VVTUwNra2uMHTvWZL0gCHB0dISPj4+kPC0tDVqtFr6+vjAYDMjLy5P1DQgIwNixY+Hm5obnnnsOe/bsQUJCAkJCQnDlyhWkp6fD29sbS5Ys+YF3PXwwXBIREVG/am5uRnd3N+zs7GR1nZ2dKCoqwsaNG/vsr9Vqb3mY5sSJE5gxY4ZsH2VhYSGAng+k934k/bt27dplDK2rV6+Gk5MTMjIysHXrVjg5OSEiIgLx8fH8XfFbsNBqtX2ftSciIiKz0mg0PAhCP9pg/nfEPZdEREREZDYMl0RERERkNgyXRERERGQ2DJdEREREZDYMl0RERERkNgyXRERERGQ2DJdEREREZDYMl0RERERkNgyXRERERGQ2DJdEREREZDYMl0RERERkNgyXRERERGQ2DJdEREREZDZWAz0BIiIiGh7q6+sRERFxyzZubm7Izs42/q1SqRAfH4/MzEx4eHigtbUVu3fvxrFjx/Dvf/8bTk5OmDt3LtatWwdbW1vZeB0dHQgJCUFSUhLCw8Oh1+uRnp6O3Nxc1NbWwsrKCl5eXoiNjcXMmTNl/XNzc3Ho0CFcuXIFSqUSwcHBWLt2Lezt7X/08xiqGC6JiIioX4wZMwapqakm6/Ly8nDy5EkEBwdLykVRhKenJzw8PKDX67F+/XqUlZXhsccew/Tp03H+/HkcOXIEJSUl2Lt3L6ytrSX9z5w5A51OZwyO7777LnJychAYGIjFixejra0N2dnZ2LBhA1JSUhAWFmbsu3//fuzcuRP+/v5ISEhAfX09MjIyjNeysbEx8xMaGhguiYiIqF8oFAosXLhQVl5ZWYni4mJMmTIF69evl9QJgoBZs2YBAI4fP46ysjIsWbIEr7zyirGNq6srPvzwQ3z66adYsmSJpL8oipg0aRKcnZ1x7tw55OTk4LHHHsPbb79tbLN06VLExMRg+/btCA0NxciRI9HU1IQ9e/Zg1qxZ2LZtGywte3YSenl5ISUlBRkZGXjmmWfM9myGEu65JCIiogHT3d2NzZs3AwBSUlJgZfXtupdGo8GlS5cQFBQEALhy5QoA4Be/+IVkjHnz5gEALly4IBtfFEVjOD116hSAnjB5M1tbW8ydOxfXr1/HxYsXAQD5+fno7OxEdHS0MVgCQGhoKNzc3JCbm3vH9zzUceWSiIhoEFmQqx7oKfTpf8NczD5mTk4OKisrERcXB09PT0mdIAhQKBSYNm0aAOC+++4DAHz55ZeSgFlTUwMAcHGRzu/q1auora01hsuoqCjMmTPHOM7Nrl27BgAYMWIEAKC0tBQA4OvrK2vr7e2Nzz77DC0tLSb3eQ53DJdERESDyGlN50BPod/o9XqkpaXBwcEBsbGxsnpRFOHn54dRo0YBAObMmYO5c+di3759GDduHKZNm4ZLly5h27ZtcHFxwVNPPSXpLwgC7O3t8fDDDwPoWaGcNGmS7Dp1dXU4duwYHBwcMHHiRACAWq2GnZ0dlEqlrH1viK2vrzc53nDHcElEREQDoqCgAGq1GmvWrIFCoZDU6fV6nD59WrIHc8SIEVi9ejWuXLmCt956y1ju5OSEXbt2Ydy4cZIxBEFAYGCgcTXSlJaWFmzatAkdHR1ISEgwvpZvaWmRzalX70EenU73g+53uOCeSyIiIhoQhw8fhrW1NZYvXy6rO3v2LFpbW42vtIGek99xcXFQq9WIj4/H1q1bkZCQgO7ubsTHx6OystLYVqfTQaVSSfp/V3NzMxITE1FRUYGQkBDJPAwGQ5/9eutu3otJ3+LKJREREfU7jUaD0tJSBAcHm/xmpCiKGD9+PNzc3Ixlu3btgl6vx65du4yvuoGe1+UrVqzA7373Oxw4cAAAUFRUhI6ODpPfrgSA2tpabNy4EVeuXMGCBQuQmpoKCwsLY71SqURzc7PJvr0rltxvaRrDJRER0SDi7zxyoKfQL44fPw6DwYDQ0FCT9YIgGE+J97p48SJ+/vOfS4Il0HPQZ/r06Thx4oTxkI0oivDy8oKTk5Ns7HPnziEpKQlarRZRUVHYsGGDbBXS3d0dFRUVaGtrk70eV6vVsLS0hLOz853c+pDHcElERDSI/BQnsgcjlUoFS0tLBAQEyOoaGxtRXV2N5ORkSfnIkSPR3d1tcrze8t5X1qIo4oknnpC1KykpQWJiItrb2/HSSy8hKirK5Hg+Pj44evQoysrK4OfnJ6krLy/HhAkTTB72Ie65JCIiogFw/vx5eHp6mgxogiBAqVRi6tSpkvKgoCBcvnwZJ06ckJRfvHgRKpUK3t7esLOzw+XLl1FfXy97Ja7RaJCcnAydToe33nqrz2AJACEhIbCyssJHH30k2X+Zn5+PxsZGyS/5kBRXLomIiKhfdXV1oa6uDoGBgSbrRVGEv7+/5IPqAPDCCy+guLgYycnJeOqpp/DAAw+gtrYWf//732FlZYXf/OY3AHrCqaOjI3x8fCT909LSoNVq4evrC4PBgLy8PNm1AwICMHbsWLi5ueG5557Dnj17kJCQgJCQEFy5cgXp6enw9vaW/RIQfYvhkoiIiPpVc3Mzuru7YWdnJ6vr7OxEUVERNm7cKKtzcXHB/v37kZaWhs8//xx///vf4eDggKCgIKxevdr4cfQTJ05gxowZsn2UhYWFAHo+kN77kfTv2rVrF8aOHQsAWL16NZycnJCRkYGtW7fCyckJERERiI+P5++K34KFVqvt+6w9ERERmZVGo+FBEPrRBvO/I+65JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzsRroCRAREdHwUF9fj4iIiFu2cXNzQ3Z2tvFvlUqF+Ph4ZGZmwsPDA83Nzdi9ezeOHTuGGzdu4Gc/+xmeeuop/PKXv4SlpXzNrKOjAyEhIUhKSkJ4eDj0ej3S09ORm5uL2tpaWFlZwcvLC7GxsZg5c6asf25uLg4dOoQrV65AqVQiODgYa9euhb29/Y9+HkMVwyURERH1izFjxiA1NdVkXV5eHk6ePIng4GBJuSiK8PT0hIeHB27cuIHVq1fj8uXLmDdvHgICAlBZWYk//elPKC4uxrvvvgsLCwtJ/zNnzkCn0xmD47vvvoucnBwEBgZi8eLFaGtrQ3Z2NjZs2ICUlBSEhYUZ++7fvx87d+6Ev78/EhISUF9fj4yMDJSUlGDv3r2wsbEx8xMaGhguiYiIqF8oFAosXLhQVl5ZWYni4mJMmTIF69evl9QJgoBZs2YBAPbt24fLly/jmWeekbSbNGkStmzZgn/84x9YtGiRpL8oipg0aRKcnZ1x7tw55OTk4LHHHsPbb79tbLN06VLExMRg+/btCA0NxciRI9HU1IQ9e/Zg1qxZ2LZtm3FV1MvLCykpKcjIyMAzzzxjtmczlHDPJREREQ2Y7u5ubN68GQCQkpICK6tv1700Gg0uXbqEoKAgAMD//d//YfTo0Vi1apVkjCVLlsDBwQGZmZmy8UVRNIbTU6dOAegJkzeztbXF3Llzcf36dVy8eBEAkJ+fj87OTkRHR0tet4eGhsLNzQ25ubk/9taHLK5cEhERDSKKzc8P9BT61PbGTrOPmZOTg8rKSsTFxcHT01NSJwgCFAoFpk2bBgBoamrC/fffL3sdbWlpCQ8PD1RUVMBgMBhfjV+9ehW1tbXGcBkVFYU5c+bgvvvuk83j2rVrAIARI0YAAEpLSwEAvr6+srbe3t747LPP0NLSAltb2x9z+0MSwyUREdEgMqKqfKCn0G/0ej3S0tLg4OCA2NhYWb0oivDz88OoUaMAAKNHj0Zra6vJsbRaLTo6OtDc3AxHR0cAPeHU3t4eDz/8MICeFcpJkybJ+tbV1eHYsWNwcHDAxIkTAQBqtRp2dnZQKpWy9i4uLgB6DiiZGm+442txIiIiGhAFBQVQq9WIjIyEQqGQ1On1epw+fdq46ggAkydPxtWrV1FWViZpW15ejoaGBgBAe3u7sVwQBAQGBhpXI01paWnBpk2b0NHRgVWrVhlfy7e0tMjm1Kt35VSn0/2Aux0+GC6JiIhoQBw+fBjW1tZYvny5rO7s2bNobW2VhMuVK1fC0tISv/71r1FQUID6+np8/vnneOWVV4yfBuoNkjqdDiqVStL/u5qbm5GYmIiKigqEhIRI5mEwGPrs11tn6tNHxNfiRERENAA0Gg1KS0sRHBxs8puRoihi/PjxcHNzM5b5+Phg69at+P3vf49XX30VQM8J9Oeeew51dXXIzs42jlVUVISOjg6T364EgNraWmzcuBFXrlzBggULkJqaKvmMkVKpRHNzs8m+vSuW3G9pGsMlERHRINI10Xugp9Avjh8/DoPBgNDQUJP1giAYT4nf7Be/+AWys7Nx8eJF6PV63H///VAoFIiPj4erq6txf6YoivDy8oKTk5NsjHPnziEpKQlarRZRUVHYsGGDbBXS3d0dFRUVaGtrk70eV6vVsLS0hLOz853e/pDGcElERDSI/BQnsgcjlUoFS0tLBAQEyOoaGxtRXV2N5ORkSXlxcTEuX76MJUuW4KGHHjKWX79+HaWlpQgJCTGWiaKIJ554QjZ2SUkJEhMT0d7ejpdeeglRUVEm5+fj44OjR4+irKwMfn5+krry8nJMmDDB5GEf4p5LIiIiGgDnz5+Hp6enyYAmCAKUSiWmTp0qKS8qKsK7776L06dPG8sMBgP+4z/+A3q9HjExMQCAy5cvo76+XvZKXKPRIDk5GTqdDm+99VafwRIAQkJCYGVlhY8++kiy/zI/Px+NjY2SX/IhKa5cEhERUb/q6upCXV0dAgMDTdaLogh/f3/JB9WBno+lZ2Zm4rXXXkNkZCScnJzw+eefQxRFrFq1yvhZIEEQ4OjoCB8fH0n/tLQ0aLVa+Pr6wmAwIC8vT3btgIAAjB07Fm5ubnjuueewZ88eJCQkICQkBFeuXEF6ejq8vb2xZMkSMz2NoYfhkoiIiPpVc3Mzuru7YWdnJ6vr7OxEUVERNm7cKKsbN24cdu/ejV27duHw4cNob2/H+PHj8bvf/Q4LFiwwtjtx4gRmzJgh20dZWFgIoOcD6b0fSf+uXbt2YezYsQCA1atXw8nJCRkZGdi6dSucnJwQERGB+Ph4/q74LVhotdq+z9oTERGRWWk0Gh4EoR9tMP874p5LIiIiIjIbhksiIiIiMhuGSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhuGSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhuGSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhuGSyIiIiIyG6uBngAREREND/X19YiIiLhlGzc3N2RnZxv/VqlUiI+PR2ZmJjw8PCRtb9y4gejoaISHh2PNmjWysXQ6HQ4cOID8/HxoNBq4uroiIiIC0dHRGDFihKx9U1MTnnzySXzwwQfw9/eHTqfDvn37UFBQgIaGBigUCkyePBkrV66Er6+vpG9XVxfS09ORlZWFhoYGODk5ITQ0FHFxcbCxsfkBT+nux3BJRERE/WLMmDFITU01WZeXl4eTJ08iODhYUi6KIjw9PWXBUqfTISkpCWq12uR43d3deOWVV3DixAk8+eST8PHxQWFhId5//31cuXIFr776qqyPIAgYPXo0pk6dCoPBgOTkZBQWFmL+/PmIjo7G119/jSNHjmDNmjXYvn07AgICjH23bNmCzMxMPProo4iMjMSFCxdw4MABVFRUYMeOHbCwsPihj+uuxXBJRERE/UKhUGDhwoWy8srKShQXF2PKlClYv369pE4QBMyaNUtSVlVVhddffx1VVVV9Xuuzzz6DKIp44YUXEBsbCwBYvHgxfv/73yMzMxPh4eGy1UdRFOHv74+RI0ciPz8fhYWFePbZZ/H8888b24SHhyM6Ohrvvfce0tPTAQBlZWXIzMzE4sWLsWnTJmNbd3d37Ny5EwUFBViwYMFtPqW7H/dcEhER0YDp7u7G5s2bAQApKSmwsvp23Uuj0eDSpUsICgoylu3fvx8rVqyARqPB008/3ee4n376KUaOHInly5dLyp955hkAQG5urqS8s7MTRUVFxmudOnUKALB06VJJO1dXV0yfPh3V1dXQarWSsWJiYiRto6KiYG1tLbvWUMeVSyIiokGkrWjDQE+hTwq/7WYfMycnB5WVlYiLi4Onp6ekThAEKBQKTJs2zVh24cIFhIWFIT4+HjU1Nfj4449NjltaWoqJEydCoVBIyj08PDBmzBiUlZVJylUqFb755hvMnDkTAJCQkIBly5bBxcVFNva1a9cAAJaWlsZr2dvby+ZvY2ODiRMnyq411DFcEhERDSLd1ysGegr9Rq/XIy0tDQ4ODsZX1zcTRRF+fn4YNWqUsSw1NdX4d01NjclxdTodrl+/LgmlN3NxcUF9fb2kTBAE3H///XB1dQUAODo6wtHRUda3pKQEpaWleOCBB2Bvbw8AUKvVuOeee/q8Vnl5OVpaWmBra2uyzVDD1+JEREQ0IAoKCqBWqxEZGSlbYdTr9Th9+rRsv+XNQbMvLS0tAIDRo0ebrLexsUFbW5ukTBRF2bW+S61W44033gAAyen0lpYW2fxvvhYA2fWGMoZLIiIiGhCHDx+GtbW1bF8kAJw9exatra3fG/hMMRgMkv81VX/zp4jq6upQU1Nzy2vV19dj3bp1aGhowIoVKzB37lzZ9W41l95X6MPB8LlTIiIiGjQ0Gg1KS0sRFBRkfL18M1EUMX78eLi5uf3gsXtXLHU6ncl6nU4HpVIpuZatrS0mT55ssn15eTlWrlyJ2tpaxMTEIDExUXa9W10LwLB5JQ5wzyUREdGgYmnvNdBT6BfHjx+HwWBAaGioyXpBECSnxH8IpVIJR0fHPr+BqVarJaFVFEUEBARITqr3+vzzz5GSkoL29nYkJiZixYoVsjbu7u5oamrq81qOjo6wtra+o3u5GzFcEhERDSI/xYnswUilUsHS0lLyIfJejY2NqK6uRnJy8h2P7+Pjg6KiIuh0Oskv5NTV1UGr1RpDbXt7O86cOWPyWkePHsVrr72GESNG4J133sH8+fNNXsvX1xcVFRWoq6uTfOxdp9OhqqoKM2bMuOP7uBvxtTgRERH1u/Pnz8PT01PyerqXIAhQKpWYOnXqHY//+OOPo7293fih814HDx4EAISFhQEAiouL0d7ebvwEUa+LFy/izTffhJWVFXbs2NFnsOy91s1j9zp06BA6OjqwaNGiO76PuxFXLomIiKhfdXV1oa6uDoGBgSbre38px9Rr6tv12GOPITs7Gzt37kR9fT28vb1x8uRJfPbZZ/jlL3+JBx98EEBPkJ00aRLGjRsn6f/++++jvb0dQUFBUKvVyMvLk11j3rx5xt8bDwsLQ2ZmJq5fv44ZM2agvLwcWVlZmD17NubNm3fH93E3YrgkIiKiftXc3Izu7m7Y2dnJ6np/KWfjxo0/6hoWFhZ47733sGfPHvzzn//Ep59+Cnd3d2zcuBGRkZHGdidOnEBISIikr16vR3FxMYCe8CkIgslrZGVlGT9B9Oqrr+Lee+/FJ598guPHj8PFxQVxcXGIjY0dVr8rDgAWWq227/PzREREZFYajQbOzs4DPQ26yw3mf0fcc0lEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZmM10BMgIiKi4aG+vh4RERG3bOPm5obs7Gzj3yqVCvHx8cjMzISHh4ek7Y0bNxAdHY3w8HCsWbOmzzG3bNkCQRAk437Xb3/7W9TW1uLDDz80Xnf//v0oLS2FTqfDPffcg9DQUDz77LMYNWqUpG9VVRV27dqFf/3rX2hvb4e3tzfi4+MxZcqUW97rUMVwSURERP1izJgxSE1NNVmXl5eHkydPIjg4WFIuiiI8PT1lwVKn0yEpKQlqtfqW18zIyMDf/vY3uLm53bLdyZMn8ctf/hIAUFxcjBdeeAFOTk54+umn4eDggFOnTiEtLQ3nzp3D+++/D0vLnpe/1dXVWLNmDaytrbF8+XIolUocPnwY69atw3/+539i+vTpt7zuUMRwSURERP1CoVBg4cKFsvLKykoUFxdjypQpWL9+vaROEATMmjVLUlZVVYXXX38dVVVVfV5Lp9Ph/fffx9/+9rfvndeFCxeg0WiM13nnnXegVCpx4MABjBs3DgCwbNky/OlPf8Jf//pXHD16FCEhIQCA7du3o6OjAwcPHjQG4McffxwxMTH4wx/+gEOHDsHCwuJ75zCUcM8lERERDZju7m5s3rwZAJCSkgIrq2/XvTQaDS5duoSgoCBj2f79+7FixQpoNBo8/fTTJse8ePEilixZgr/97W9YvHgxXFxcbjkHURTh7OyMSZMmoampCVeuXMHcuXONwbLXokWLAPS8MgeAr776CidOnMC8efMkK6uOjo546qmnUF1djbKysh/wNIYGrlwSERENIh9+unmgp9CnNYveMPuYOTk5qKysRFxcHDw9PSV1giBAoVBg2rRpxrILFy4gLCwM8fHxqKmpwccffywbs66uDs7OzkhNTYW/vz+eeuqpW85BFEXMnDkTADB27Fj87W9/g7W1tazdV199BQDGV+K9wdHX11fW1sfHx9jGVP1QxnBJREQ0iNRq+n7VO9To9XqkpaXBwcEBsbGxsnpRFOHn5yc5QJOammr8u6amxuS4s2bNwrx5825rDtevX0dpaalxFdTKykoWcnv993//NwDgkUceAQDjfs977rlH1rZ3tbSuru625jGU8LU4ERERDYiCggKo1WpERkZCoVBI6vR6PU6fPi3bb/ndk9qm3E6bXidPnoSFhQUCAgJu2W7v3r04deoUvLy8MGfOHABAS0sLAMjmDgA2NjYAevZ+DjcMl0RERDQgDh8+bDxl/V1nz55Fa2urLFyamyiKmDJlCpRKZZ9t9u7di927d8PJyQm///3vja/FDQZDn31663rbDifD746JiIhowGk0GpSWliIoKAj29vayelEUMX78+O/9hNCPYTAYcPLkyT4DrF6vx+9//3vs3r0bLi4u2LVrl+TgzujRowGYXp3sLbO1tf0JZj64cc8lERHRIPIz54kDPYV+cfz4cRgMBoSGhpqsFwRBckr8p3D+/Hlcu3bNZLj85ptvsGnTJpw4cQITJkzA9u3bZXsr3d3dAcDktzZ7y1xdXX+CmQ9uDJdERESDyE9xInswUqlUsLS0NLnXsbGxEdXV1UhOTv5J5yCKIu655x5MnCgN9G1tbXjxxRdRUlICPz8/bNmyxeQKpLe3NywtLVFaWoply5ZJ6npPkk+ePPmnu4FBiq/FiYiIqN+dP38enp6eJvc6CoIApVKJqVOn/qRzuPkTRDf73e9+h5KSEsyePRs7duzo89X22LFj4e/vj6NHj0pOhWu1WmRnZ+OBBx7Agw8++JPNf7DiyiURERH1q66uLtTV1SEwMNBkvSiK8Pf3l3xQ3dy0Wi3Ky8vx7LPPSsrPnTuHf/7znxg5ciRmzpyJgoICWV8PDw/jiuSGDRuwcuVKrF69GtHR0Rg1ahQOHz6M69ev45133vnJ5j+YMVwSERFRv2pubkZ3dzfs7OxkdZ2dnSgqKsLGjRt/0jmcPHkSI0aMgL+/v6T81KlTxnls2bLFZN9FixYZw+XEiRPx4YcfYufOnfjLX/4CCwsLPPTQQ3jzzTfx8MMP/6T3MFhZaLXavs/RExERkVlpNBo4OzsP9DToLjeY/x1xzyURERERmQ3DJRERERGZDcMlEREREZkNwyURERERmQ3DJRERERGZDcMlEREREZkNwyURERERmQ3DJRERERGZDcMlEREREZkNwyURERERmQ3DJRERERGZDcMlEREREZkNwyURERERmY3VQE+AiIiIhof6+npERETcso2bmxuys7ONf6tUKsTHxyMzMxMeHh6Stjdu3EB0dDTCw8OxZs0a2VgNDQ348MMPUVhYiK+//hpjxozBzJkzsXbtWjg7O8vaNzU14cknn8QHH3wAf39/6HQ67Nu3DwUFBWhoaIBCocDkyZOxcuVK+Pr6Svp2dXUhPT0dWVlZaGhogJOTE0JDQxEXFwcbG5sf8JTufgyXRERE1C/GjBmD1NRUk3V5eXk4efIkgoODJeWiKMLT01MWLHU6HZKSkqBWq02O9/XXX2PlypW4ceMGFi9ejJ///OeoqqpCVlYWCgsLsX//fowbN07SRxAEjB49GlOnToXBYEBycjIKCwsxf/58REdH4+uvv8aRI0ewZs0abN++HQEBAca+W7ZsQWZmJh599FFERkbiwoULOHDgACoqKrBjxw5YWFjcySO7KzFcEhERUb9QKBRYuHChrLyyshLFxcWYMmUK1q9fL6kTBAGzZs2SlFVVVeH1119HVVVVn9f685//jH//+9/YsWMHZs6caSwPDAxEUlIS/vKXv+DXv/61pI8oivD398fIkSORn5+PwsJCPPvss3j++eeNbcLDwxEdHY333nsP6enpAICysjJkZmZi8eLF2LRpk7Gtu7s7du7ciYKCAixYsOA2ntDQwD2XRERENGC6u7uxefNmAEBKSgqsrL5d99JoNLh06RKCgoKMZfv378eKFSug0Wjw9NNP9zluYWEhPDw8JMESAObMmQNbW1sUFxdLyjs7O1FUVGS81qlTpwAAS5culbRzdXXF9OnTUV1dDa1WCwDIzc0FAMTExEjaRkVFwdra2lg/XHDlkoiIaBC5eb/hYPPUU0+ZfcycnBxUVlYiLi4Onp6ekjpBEKBQKDBt2jRj2YULFxAWFob4+HjU1NTg448/Njnu7t278c0338jK29ra0NbWBktL6fqaSqXCN998YwyjCQkJWLZsGVxcXGRjXLt2DQCMY5SWlsLe3l42fxsbG0ycOBFlZWXf9xiGFIZLIiKiQaSvPYRDkV6vR1paGhwcHBAbGyurF0URfn5+GDVqlLEsNTXV+HdNTU2fY7u6upos/+tf/4quri74+flJygVBwP3332/s5+joCEdHR1n/kpISlJaW4oEHHoC9vT2Anv9m99xzj8nrubi4oLy8HC0tLbC1te1zvkMJX4sTERHRgCgoKIBarUZkZCQUCoWkTq/X4/Tp07L9ljcHzR/q9OnT2Lt3L5RKpewVtiiKsmt9l1qtxhtvvAEAktPpLS0tsvn36j0p3tbWdsfzvtswXBIREdGAOHz4MKytrbF8+XJZ3dmzZ9Ha2vq9ge92nTx5Ei+//DK6u7uRmpoqWdmsq6tDTU3NLa9VX1+PdevWoaGhAStWrMDcuXONdQaDoc9+vXXffQ0/lA2fOyUiIqJBQ6PRoLS0FEFBQcbXyzcTRRHjx4+Hm5vbj75WTk4OXnrpJXR1deHtt9/GnDlzZNeytbXF5MmTTfYvLy/HypUrUVtbi5iYGCQmJkrqR48eDZ1OZ7Jvb/lweSUOcM8lERHRoGLqAMlQdPz4cRgMBoSGhpqsFwRBckr8Tu3atQv79u2Dra0t/vCHP8Df31/WRhRFBAQESE6q9/r888+RkpKC9vZ2JCYmYsWKFbI27u7uaGpqMnl9tVoNR0dHWFtb/+h7uVswXBIREQ0iP8WJ7MFIpVLB0tJS8iHyXo2NjaiurkZycvKPusa2bdtw6NAh3HPPPfjTn/6EiRMnytq0t7fjzJkzJq919OhRvPbaaxgxYgTeeecdzJ8/3+R1fH19UVFRgbq6OsnH3nU6HaqqqjBjxowfdR93G74WJyIion53/vx5eHp6QqlUyuoEQYBSqcTUqVPvePzMzEwcOnQI9957L9LS0kwGSwAoLi5Ge3u77HuYFy9exJtvvgkrKyvs2LGjz2AJAI8//jgA4ODBg5LyQ4cOoaOjA4sWLbrj+7gbceWSiIiI+lVXVxfq6uoQGBhosr73l3JMvaa+HW1tbfjggw8AAPPmzcOZM2dkbRQKBebNmwdBEDBp0iTZT0G+//77aG9vR1BQENRqNfLy8mRjzJs3z/h742FhYcjMzMT169cxY8YMlJeXIysrC7Nnz8a8efPu6D7uVgyXRERE1K+am5vR3d0NOzs7WV3vL+Vs3Ljxjsc/f/48rl+/DgD4r//6L5Nt3NzcMG/ePJw4cQIhISGSOr1eb/wFH0EQIAiCyTGysrKMnyB69dVXce+99+KTTz7B8ePH4eLigri4OMTGxg6r3xUHAAutVtv3+XkiIiIyK41GA2dn54GeBt3lBvO/I+65JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzsRroCRAREdHwUF9fj4iIiFu2cXNzQ3Z2tvFvlUqF+Ph4ZGZmwsPDQ9L2xo0biI6ORnh4ONasWSMb69q1a/jwww9x4sQJXLt2DT/72c+wdOlSLFmyBBYWFrL2TU1NePLJJ/HBBx/A398fOp0O+/btQ0FBARoaGqBQKDB58mSsXLkSvr6+kr5dXV1IT09HVlYWGhoa4OTkhNDQUMTFxcHGxuYHPKW7H8MlERER9YsxY8YgNTXVZF1eXh5OnjyJ4OBgSbkoivD09JQFS51Oh6SkJKjVapPjtbS0ID4+Ho2NjVi2bBnuvfdenDhxAn/4wx9QVVWFX//617I+giBg9OjRmDp1KgwGA5KTk1FYWIj58+cjOjoaX3/9NY4cOYI1a9Zg+/btCAgIMPbdsmULMjMz8eijjyIyMhIXLlzAgQMHUFFRgR07dpgMs0MVwyURERH1C4VCgYULF8rKKysrUVxcjClTpmD9+vWSOkEQMGvWLElZVVUVXn/9dVRVVfV5rY8//hg1NTX43e9+hwULFgAAli5dipdffhlHjhxBVFQUPD09JX1EUYS/vz9GjhyJ/Px8FBYW4tlnn8Xzzz9vbBMeHo7o6Gi89957SE9PBwCUlZUhMzMTixcvxqZNm4xt3d3dsXPnThQUFBjnMBxwzyURERENmO7ubmzevBkAkJKSAiurb9e9NBoNLl26hKCgIGPZ/v37sWLFCmg0Gjz99NN9jtvR0QFvb2/Mnz9fUh4YGAiDwYALFy5Iyjs7O1FUVGS81qlTpwD0BNKbubq6Yvr06aiuroZWqwUA5ObmAgBiYmIkbaOiomBtbW2sHy64cklERDSIpEf890BPoU+RWTHf3+gHysnJQWVlJeLi4mQriYIgQKFQYNq0acayCxcuICwsDPHx8aipqcHHH39sctzvroDe3B/oWVW8mUqlwjfffIOZM2cCABISErBs2TK4uLjIxrh27RoAwNKyZ42utLQU9vb2svnb2Nhg4sSJKCsr6/P+hyKGSyIiokGkUdUw0FPoN3q9HmlpaXBwcEBsbKysXhRF+Pn5YdSoUcay1NRU4981NTW3dZ22tjbU1dXhH//4Bz755BPMnTsXPj4+kjaCIOD++++Hq6srAMDR0RGOjo6ysUpKSlBaWooHHngA9vb2AAC1Wo177rnH5LVdXFxQXl6OlpYW2Nra3tZ873Z8LU5EREQDoqCgAGq1GpGRkVAoFJI6vV6P06dPy/Zb3hw0b9ef//xnPP300/iv//ov/OxnP8OGDRtkbURRlF3ru9RqNd544w0AkJxOb2lpkc2/V+9J8ba2th8877sVwyURERENiMOHD8Pa2hrLly+X1Z09exatra3fG/huxy9+8Qv88Y9/xAsvvIDm5masWLEC5eXlxvq6ujrU1NTc8lr19fVYt24dGhoasGLFCsydO9dYZzAY+uzXW9f7Cn04GD53SkRERIOGRqNBaWkpgoKCjK+XbyaKIsaPHw83N7cffS1/f3/MmTMHsbGx+OCDD6DT6fAf//EfkmvZ2tpi8uTJJvuXl5dj5cqVqK2tRUxMDBITEyX1o0ePhk6nM9m3t3y4vBIHuOeSiIhoULln2o8PU3eD48ePw2AwIDQ01GS9IAiSU+Lm8uCDD2L8+PE4f/68sUwURQQEBEhOqvf6/PPPkZKSgvb2diQmJmLFihWyNu7u7mhqajJ5PbVaDUdHR1hbW5vvJgY5hksiIqJB5Kc4kT0YqVQqWFpaSj5E3quxsRHV1dVITk6+o7ENBgN+9atfYdSoUfjLX/4iq29tbTWGvfb2dpw5c8bktY4ePYrXXnsNI0aMwDvvvCP7rFEvX19fVFRUoK6uTvKxd51Oh6qqKsyYMeOO7uNuxdfiRERE1O/Onz8PT09PKJVKWZ0gCFAqlZg6deodjW1hYQFnZ2eUlpbi5MmTkrr/+Z//QUNDA+bNmwcAKC4uRnt7u/ETRL0uXryIN998E1ZWVtixY0efwRIAHn/8cQDAwYMHJeWHDh1CR0cHFi1adEf3cbfiyiURERH1q66uLtTV1SEwMNBkfe8v5Zh6TX27NmzYgH/961/4zW9+g6VLl+Lee+9FWVkZPv30U9x3331Yt24dgJ4gO2nSJIwbN07S//3330d7ezuCgoKgVquRl5cnu8a8efOMvzceFhaGzMxMXL9+HTNmzEB5eTmysrIwe/ZsY5AdLhguiYiIqF81Nzeju7sbdnZ2srreX8rZuHHjj7rGfffdhwMHDuDPf/4zcnNzcePGDbi6uuLpp59GXFyc8YDNiRMnEBISIumr1+tRXFwMoCd8CoJg8hpZWVnGTxC9+uqruPfee/HJJ5/g+PHjcHFxQVxcHGJjY4fV74oDgIVWq+37/DwRERGZlUajgbOz80BPg+5yg/nfEfdcEhEREZHZMFwSERERkdkwXBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIRERGR2VgN9ASIiIhoeKivr0dERMQt27i5uSE7O9v4t0qlQnx8PDIzM+Hh4SFpe+PGDURHRyM8PBxr1qz53uu//vrr+Oc//4msrCy4u7vL6puamvDkk0/igw8+gL+/P3Q6Hfbt24eCggI0NDRAoVBg8uTJWLlyJXx9fSV9u7q6kJ6ejqysLDQ0NMDJyQmhoaGIi4uDjY3N985tKGG4JCIion4xZswYpKammqzLy8vDyZMnERwcLCkXRRGenp6yYKnT6ZCUlAS1Wn1b1/7HP/6Bf/7zn7dsIwgCRo8ejalTp8JgMCA5ORmFhYWYP38+oqOj8fXXX+PIkSNYs2YNtm/fjoCAAGPfLVu2IDMzE48++igiIyNx4cIFHDhwABUVFdixYwcsLCxua55DAcMlERER9QuFQoGFCxfKyisrK1FcXIwpU6Zg/fr1kjpBEDBr1ixJWVVVFV5//XVUVVXd1nXr6+uxdetWjBo1Ch0dHX22E0UR/v7+GDlyJPLz81FYWIhnn30Wzz//vLFNeHg4oqOj8d577yE9PR0AUFZWhszMTCxevBibNm0ytnV3d8fOnTtRUFCABQsW3NZchwLuuSQiIqIB093djc2bNwMAUlJSYGX17bqXRqPBpUuXEBQUZCzbv38/VqxYAY1Gg6effvp7x+/q6sKbb76Je++9V7YqerPOzk4UFRUZr3Xq1CkAwNKlSyXtXF1dMX36dFRXV0Or1QIAcnNzAQAxMTGStlFRUbC2tjbWDxdcuSQiIhpEFuTe3mvegfC/YS5mHzMnJweVlZWIi4uDp6enpE4QBCgUCkybNs1YduHCBYSFhSE+Ph41NTX4+OOPbzn+/v37UVFRgQMHDuCjjz7qs51KpcI333yDmTNnAgASEhKwbNkyuLjI7/natWsAAEvLnjW60tJS2Nvby+ZvY2ODiRMnoqys7JZzHGoYLomIiAaR05rOgZ5Cv9Hr9UhLS4ODgwNiY2Nl9aIows/PD6NGjTKWpaamGv+uqam55filpaVIS0vDhg0bMGHChFu2FQQB999/P1xdXQEAjo6OcHR0lLUrKSlBaWkpHnjgAdjb2wMA1Go17rnnHpPjuri4oLy8HC0tLbC1tb3lHIYKvhYnIiKiAVFQUAC1Wo3IyEgoFApJnV6vx+nTp2X7LW8OmrfyzTff4M0338QjjzyC5cuXf297URRl1/outVqNN954AwAkp9NbWlpk8+/Ve1K8ra3ttuY9FHDlkoiIiAbE4cOHYW1tbTL8nT17Fq2trd8b+Pry3nvvobm5Gbt27frek9p1dXWoqam55bXq6+uRkJCAhoYGrFixAnPnzjXWGQyGPvv11vW+Qh8Ohs+dEhER0aCh0WhQWlqKoKAg4+vlm4miiPHjx8PNze0Hj/1///d/+OSTT7B27VqMGjUKWq0WWq0WnZ09Ww5u3LhhPIzTey1bW1tMnjzZ5Hjl5eVYuXIlamtrERMTg8TEREn96NGjodPpTPbtLR8ur8QBrlwSERENKv7OIwd6Cv3i+PHjMBgMCA0NNVkvCILklPgPHRvo+fbkli1bZPW/+tWvAHx7IlwURQQEBEhOqvf6/PPPkZKSgvb2diQmJmLFihWyNu7u7mhqajI5F7VaDUdHR1hbW9/RvdyNGC6JiIgGkZ/iRPZgpFKpYGlpKfkQea/GxkZUV1cjOTn5jsb+1a9+ZfJ7mh999BEKCwuxefNmODk5AQDa29tx5swZk9c6evQoXnvtNYwYMQLvvPMO5s+fb/J6vr6+qKioQF1dneRj7zqdDlVVVZgxY8Yd3cfdiuGSiIiI+t358+fh6ekJpVIpqxMEAUqlElOnTr2jsSdMmGDydHheXh4AYPLkycaffywuLkZ7e7vxE0S9Ll68iDfffBNWVlbYvn07HnnkkT6v9/jjj+Nvf/sbDh48KPmI+qFDh9DR0YFFixbd0X3crRguiYiIqF91dXWhrq4OgYGBJut7fynH1GtqcxMEAZMmTcK4ceMk5e+//z7a29sRFBQEtVptDKY3mzdvnvH3xsPCwpCZmYnr169jxowZKC8vR1ZWFmbPno158+b95PcxmDBcEhERUb9qbm5Gd3c37OzsZHW9v5SzcePGfpnLiRMnEBISIinT6/UoLi4G0BM+BUEw2TcrK8v4CaJXX30V9957Lz755BMcP34cLi4uiIuLQ2xs7LD6XXEAsNBqtX2fnyciIiKz0mg0cHZ2Huhp0F1uMP874qeIiIiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsrAZ6AkRERDQ81NfXIyIi4pZt3NzckJ2dbfxbpVIhPj4emZmZ8PDwkLS9ceMGoqOjER4ejjVr1sjG2rt3L3bv3m3yOqtWrZL1aWpqwpNPPokPPvgA/v7+0Ol02LdvHwoKCtDQ0ACFQoHJkydj5cqV8PX1lfTt6upCeno6srKy0NDQACcnJ4SGhiIuLg42Nja3vOehhuGSiIiI+sWYMWOQmppqsi4vLw8nT55EcHCwpFwURXh6esqCpU6nQ1JSEtRqdZ/Xu3TpEhQKBV555RVZ3f333y8rEwQBo0ePxtSpU2EwGJCcnIzCwkLMnz8f0dHR+Prrr3HkyBGsWbMG27dvR0BAgLHvli1bkJmZiUcffRSRkZG4cOECDhw4gIqKCuzYsQMWFha3fDZDCcMlERER9QuFQoGFCxfKyisrK1FcXIwpU6Zg/fr1kjpBEDBr1ixJWVVVFV5//XVUVVXd8noXL17EhAkTTF7TFFEU4e/vj5EjRyI/Px+FhYV49tln8fzzzxvbhIeHIzo6Gu+99x7S09MBAGVlZcjMzMTixYuxadMmY1t3d3fs3LkTBQUFWLBgwW3NYSjgnksiIiIaMN3d3di8eTMAICUlBVZW3657aTQaXLp0CUFBQcay/fv3Y8WKFdBoNHj66af7HFen0+Hq1auYMGHCbc2js7MTRUVFxmudOnUKALB06VJJO1dXV0yfPh3V1dXQarUAgNzcXABATEyMpG1UVBSsra2N9cMFVy6JiIgGEcXm57+/0QBpe2On2cfMyclBZWUl4uLi4OnpKakTBAEKhQLTpk0zll24cAFhYWGIj49HTU0NPv74Y5PjVlVVobu7GxMnTgQAtLe3Y8SIEZLwejOVSoVvvvkGM2fOBAAkJCRg2bJlcHFxkbW9du0aAMDSsmeNrrS0FPb29rL529jYYOLEiSgrK7udRzFkMFwSERENIiOqygd6Cv1Gr9cjLS0NDg4OiI2NldWLogg/Pz+MGjXKWJaammr8u6amps+xL168CKAnjC5fvhw1NTWwtLTE1KlTsWHDBjz44IOS9oIg4P7774erqysAwNHREY6OjrJxS0pKUFpaigceeAD29vYAALVajXvuucfkPFxcXFBeXo6WlhbY2tre4mkMHXwtTkRERAOioKAAarUakZGRUCgUkjq9Xo/Tp0/L9lveHDRvpTdcnj17FkuXLsXWrVuxcuVKVFRUYPXq1Sgvl4Z4URRl1/outVqNN954AwAkJ81bWlpk8+/Ve1K8ra3ttuY9FHDlkoiIiAbE4cOHYW1tjeXLl8vqzp49i9bW1u8NfH2ZMWMGlEolnn76aeMK5Jw5czBr1iysXLkS27ZtQ1paGgCgrq4ONTU1t7xWfX09EhIS0NDQgBUrVmDu3LnGOoPB0Ge/3rreV+jDAcMlERER9TuNRoPS0lIEBwcbXy/fTBRFjB8/Hm5ubnc0/uzZszF79mxZube3Nx5++GGUlJSgtbUVSqUSoijC1tYWkydPNjlWeXk5Xn75ZXz11VeIiYlBYmKipH706NHQ6XQm+/aWD5dX4gDDJRER0aDSNdF7oKfQL44fPw6DwYDQ0FCT9YIgSE6Jm5OTkxMMBgPa2tqM4TIgIMDkYZ/PP/8cKSkpaG9vR2JiIlasWCFr4+7ujqamJpPXUqvVcHR0hLW1tdnvY7BiuCQiIhpEfooT2YORSqWCpaWl5EPkvRobG1FdXY3k5OQ7GttgMOC5554D0PPpou+qrq6GUqnEmDFj0N7ejjNnzpi81tGjR/Haa69hxIgReOeddzB//nyT1/P19UVFRQXq6uokH3vX6XSoqqrCjBkz7ug+7lbDZwMAERERDRrnz5+Hp6cnlEqlrE4QBCiVSkydOvWOxrawsICDgwPKy8vx+eefS+o+/fRTVFdXY+HChRgxYgSKi4vR3t5u/ARRr4sXL+LNN9+ElZUVduzY0WewBIDHH38cAHDw4EFJ+aFDh9DR0YFFixbd0X3crbhySURERP2qq6sLdXV1CAwMNFnf+0s5fX2T8na8+OKLKC0txeuvv47Fixfj5z//OcrKyvDpp59iwoQJWLduHYCeIDtp0iSMGzdO0v/9999He3s7goKCoFarkZeXJ7vGvHnzjL83HhYWhszMTFy/fh0zZsxAeXk5srKyMHv2bMybN++O7+NuxHBJRERE/aq5uRnd3d2ws7OT1fX+Us7GjRt/1DUmTJiAAwcOYPfu3cjPz8eNGzfg7OyMp59+Gs8995zx2idOnEBISIikr16vR3FxMYCe8CkIgslrZGVlGT9B9Oqrr+Lee+/FJ598guPHj8PFxQVxcXGIjY0dVr8rDgAWWq227/PzREREZFYajQbOzs4DPQ26yw3mf0fcc0lEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZmM10BMgIiKi4aG+vh4RERG3bOPm5obs7Gzj3yqVCvHx8cjMzISHh4ek7Y0bNxAdHY3w8HCsWbPG5Hj/8z//g4yMDFy6dAmjR4/G5MmT8cILL+C+++6TtW1qasKTTz6JDz74AP7+/tDpdNi3bx8KCgrQ0NAAhUKByZMnY+XKlfD19ZX07erqQnp6OrKystDQ0AAnJyeEhoYiLi4ONjY2t/mEhgaGSyIiIuoXY8aMQWpqqsm6vLw8nDx5EsHBwZJyURTh6ekpC5Y6nQ5JSUlQq9V9Xm/37t3Yu3cvpk2bhsTERPz73/9Geno6Vq5ciYMHD8Ld3V3SXhAEjB49GlOnToXBYEBycjIKCwsxf/58REdH4+uvv8aRI0ewZs0abN++HQEBAca+W7ZsQWZmJh599FFERkbiwoULOHDgACoqKrBjxw5YWFj80Md112K4JCIion6hUCiwcOFCWXllZSWKi4sxZcoUrF+/XlInCAJmzZolKauqqsLrr7+OqqqqPq9VUVGBffv2Yfbs2diyZQtGjBgBAAgICMDatWtx4MABbNq0SdJHFEX4+/tj5MiRyM/PR2FhIZ599lk8//zzxjbh4eGIjo7Ge++9h/T0dABAWVkZMjMzsXjxYsmY7u7u2LlzJwoKCrBgwYLbfEp3P+65JCIiogHT3d2NzZs3AwBSUlJgZfXtupdGo8GlS5cQFBRkLNu/fz9WrFgBjUaDp59+us9xMzMz0d3djZdfftkYLAFg+vTpWLNmDXx8fCTtOzs7UVRUZLzWqVOnAABLly6VtHN1dcX06dNRXV0NrVYLAMjNzQUAxMTESNpGRUXB2traWD9ccOWSiIhoEGkr2jDQU+iTwm+72cfMyclBZWUl4uLi4OnpKakTBAEKhQLTpk0zll24cAFhYWGIj49HTU0NPv74Y5PjFhUVYeLEicZX352dneju7oa1tTVWrVola69SqfDNN99g5syZAICEhAQsW7YMLi4usrbXrl0DAFha9qzRlZaWwt7eXjZ/GxsbTJw4EWVlZbf7OIYEhksiIqJBpPt6xUBPod/o9XqkpaXBwcEBsbGxsnpRFOHn54dRo0YZy1JTU41/19TUmBy3s7MTdXV1CAoKQnFxMf7zP//TGPB8fX2xYcMGPPzww5I+giDg/vvvh6urKwDA0dERjo6OsrFLSkpQWlqKBx54APb29gAAtVqNe+65x+RcXFxcUF5ejpaWFtja2n7PExka+FqciIiIBkRBQQHUajUiIyOhUCgkdXq9HqdPn5btt7w5aPalpaUF3d3duHz5MhITE/HQQw/h3XffRUJCAmpqarBu3TrZaqIoirJrfZdarcYbb7wBAJLT6S0tLbL59+o9Kd7W1va98x4quHJJREREA+Lw4cOwtrbG8uXLZXVnz55Fa2vr9wY+Uzo6OgAAtbW1ePHFFyV7If39/fHss89i+/bt2LNnDwCgrq4ONTU1t7xWfX09EhIS0NDQgBUrVmDu3LnGOoPB0Ge/3rreV+jDwfC5UyIiIho0NBoNSktLERQUZHy9fDNRFDF+/Hi4ubn94LF7VxFHjBiBZcuWSeoefPBBPPzwwzh37pxxNVEURdja2mLy5MkmxysvL8fKlStRW1uLmJgYJCYmSupHjx4NnU5nsm9v+XB5JQ5w5ZKIiGhQsbT3Gugp9Ivjx4/DYDAgNDTUZL0gCJJT4j+EnZ0dlEolrKysYG1tLasfO3YsDAYDWltboVAoIIoiAgICJCfVe33++edISUlBe3s7EhMTsWLFClkbd3d3NDU1mZyLWq2Go6OjyXkMVQyXREREg8hPcSJ7MFKpVLC0tJR8iLxXY2MjqqurkZycfEdjW1hYwNvbG0VFRVCr1bIT31evXoVCoYCTkxPa29tx5swZk9c6evQoXnvtNYwYMQLvvPMO5s+fb/J6vr6+qKioQF1dneRj7zqdDlVVVZgxY8Yd3cfdiq/FiYiIqN+dP38enp6eUCqVsjpBEKBUKjF16tQ7Hv/JJ5+EwWDA7t27JeUnTpzAhQsXMH/+fFhaWqK4uBjt7e3GTxD1unjxIt58801YWVlhx44dfQZLAHj88ccBAAcPHpSUHzp0CB0dHVi0aNEd38fdiCuXRERE1K+6urpQV1eHwMBAk/W9v5Rj6jX17Xr88cdx7NgxfPLJJ/jqq68wZ84cXL16FYcPH4azs7PxV3cEQcCkSZMwbtw4Sf/3338f7e3tCAoKglqtRl5enuwa8+bNM/7eeFhYGDIzM3H9+nXMmDED5eXlyMrKwuzZszFv3rw7vo+7EcMlERER9avm5mZ0d3fDzs5OVtf7SzkbN2780df53e9+h4yMDGRnZ2Pbtm2wtbXFggULsG7dOmOYPHHiBEJCQiT99Ho9iouLAfSET0EQTI6flZVlPDz06quv4t5778Unn3yC48ePw8XFBXFxcYiNjR1WvysOABZarbbv8/NERERkVhqNBs7OzgM9DbrLDeZ/R9xzSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmYzXQEyAiIqLhob6+HhEREbds4+bmhuzsbOPfKpUK8fHxyMzMhIeHh6TtjRs3EB0djfDwcKxZs0ZSFxAQ8L3zOXXqlOTvpqYmPPnkk/jggw/g7+8PnU6Hffv2oaCgAA0NDVAoFJg8eTJWrlwJX19fSd+uri6kp6cjKysLDQ0NcHJyQmhoKOLi4mBjY/O9cxlKGC6JiIioX4wZMwapqakm6/Ly8nDy5EkEBwdLykVRhKenpyxY6nQ6JCUlQa1Wmxyvr+ucPHkSeXl5susAgCAIGD16NKZOnQqDwYDk5GQUFhZi/vz5iI6Oxtdff40jR45gzZo12L59uyTAbtmyBZmZmXj00UcRGRmJCxcu4MCBA6ioqMCOHTtgYWFxy2czlDBcEhERUb9QKBRYuHChrLyyshLFxcWYMmUK1q9fL6kTBAGzZs2SlFVVVeH1119HVVVVn9cydZ2mpiZs27YNnp6eeOONN2T1oijC398fI0eORH5+PgoLC/Hss8/i+eefN7YJDw9HdHQ03nvvPaSnpwMAysrKkJmZicWLF2PTpk3Gtu7u7ti5cycKCgqwYMGCPuc61DBcEhERDSIffrp5oKfQpzWL5IHsx+ru7sbmzT33nJKSAiurb6OJRqPBpUuX8OKLLxrL9u/fj927d0OpVOLpp5/Gxx9/fNvX2rJlC5qbm/GHP/wBSqVSUtfZ2YmioiJs2LABwLevzJcuXSpp5+rqiunTp+P48ePQarVwdHREbm4uACAmJkbSNioqCnv37kVubi7DJREREQ2MWk3fq3FDUU5ODiorKxEXFwdPT09JnSAIUCgUmDZtmrHswoULCAsLQ3x8PGpqam47XJ46dQpffPEFFi5ciOnTp8vqVSoVvvnmG8ycORMAkJCQgGXLlsHFxUXW9tq1awAAS8uec9GlpaWwt7eXzd/GxgYTJ05EWVnZbc1xqGC4JCIiogGh1+uRlpYGBwcHxMbGyupFUYSfnx9GjRplLEtNTTX+XVNTc9vX2rlzJ6ysrLBu3TqT9YIg4P7774erqysAwNHREY6OjrJ2JSUlKC0txQMPPAB7e3sAgFqtxj333GNyXBcXF5SXl6OlpQW2tra3Pd+7GT9FRERERAOioKAAarUakZGRUCgUkjq9Xo/Tp0/L9lveHDRvV0lJCcrLy7Fw4cI+Q6AoirJrfZdarTbu1bz5dHpLS4ts/r16T4q3tbX94HnfrRguiYiIaEAcPnwY1tbWWL58uazu7NmzaG1t/d7Ad7vXAYAVK1aYrK+rq0NNTc0tr1VfX49169ahoaEBK1aswNy5c411BoOhz369db2v0IcDvhYnIiIaRH7mPHGgp9AvNBoNSktLERwcbHy9fDNRFDF+/Hi4ubn9qOt0dnZCEAQ89NBDGD9+vMk2oijC1tYWkydPNllfXl6Ol19+GV999RViYmKQmJgoqR89ejR0Op3Jvr3lw+WVOMBwSURENKj8FCeyB6Pjx4/DYDAgNDTUZL0gCAgKCvrR1ykqKkJraysee+yxPtuIooiAgADJSfVen3/+OVJSUtDe3o7ExESTq5/u7u5oamoyObZarYajoyOsra3v/CbuMsNnjZaIiIgGDZVKBUtLS5O/pNPY2Ijq6mqzvBJXqVQAgBkzZpisb29vx5kzZ0wG2aNHj+KVV15Bd3c33nnnnT5fq/v6+uLrr79GXV2dpFyn06GqqqrPFdGhiuGSiIiI+t358+fh6ekp+94k0LNqqVQqMXXqVLNcR6FQ9PlKvLi4GO3t7cZPEPW6ePEi3nzzTVhZWWHHjh2YP39+n9d4/PHHAQAHDx6UlB86dAgdHR1YtGjRj7yLuwtfixMREVG/6urqQl1dHQIDA03W9/5SjqnX1D9UTU0NXF1d+zxQIwgCJk2ahHHjxknK33///f/P3r3HRXne+f9/CSggiGgUBSyJosYYatSIJ6pi1KJf0Wq1KpWWCFmMRkmsIa0majXdbFfjcaOpq63RPajNjx08dFm71E1s7kE8gGYRASUsSTk4pIqKyigwvz98MHUygzl0Cqjv5z8t1+c6zR3/+Dyu677uC6vVSlRUFBaLhYyMDKe20dHR9vvGY2NjMZlMXLt2jeHDh5Ofn096ejqjRo0iOjr6r/4dDxIllyIiItKsrl69SkNDAx06dHCKNd6Us2TJEreMdeXKFfr06dNkPCsri/HjxzuU1dXVkZOTA9xNPg3DcNk2PT3d/gmi5cuX06NHDw4dOsSxY8cICgoiMTGRhISER+pecYA21dXVTZ+fFxEREbeqqqqia9euLT0NecC15n9HeudSRERERNxGyaWIiIiIuI2SSxERERFxGyWXIiIiIuI2Si5FRERExG2UXIqIiIiI2yi5FBERERG3UXIpIiIiIm6j5FJERERE3EbJpYiIiIi4jZJLEREREXEbJZciIiIi4jZeLT0BEREReTSUl5czbdq0+9YJDg7mwIED9r9zc3OZP38+JpOJ0NBQh7rXr18nLi6OqVOnkpyc7NTX559/zrvvvovZbObq1asEBQUxceJEEhMTadeunVP9S5cuMWXKFLZu3UpkZCS1tbXs2rWLzMxMKioq8PX1ZcCAASQlJREREeHQtr6+nv3795Oenk5FRQWdO3cmJiaGxMREfHx8vsZTevApuRQREZFm0alTJ1avXu0ylpGRwfHjxxk7dqxDudlsJiwszCmxrK2t5dVXX8Visbjsr6amhhdeeIFLly4xdepU+vbty6lTp/jNb37D+fPn2bx5s1MbwzBo3749AwcOxGazkZqaSnZ2NuPGjSMuLo4rV66QlpZGcnIymzZtYujQofa2a9euxWQy8dxzzzF79mwKCwvZvXs3BQUFbN68mTZt2nzdx/XAUnIpIiIizcLX15dJkyY5lRcVFZGTk8MzzzzDokWLHGKGYTBy5EiHsuLiYt544w2Ki4ubHOvAgQOUl5fz0ksvkZCQAMCMGTN48803OXToEFlZWYwYMcKhjdlsJjIykrZt23LkyBGys7N5/vnnWbhwob3O1KlTiYuLY/369ezfvx+Ac+fOYTKZmD59OsuWLbPXDQkJYdu2bWRmZjJhwoSv+JQefHrnUkRERFpMQ0MDa9asAWDFihV4ef1l3auqqoqLFy8SFRVlL3vvvfeIj4+nqqqKH/7wh032++mnnwLwne98x6E8OjoauJvQ3uvOnTucOnXKPtaJEyeAuwnpvbp168bgwYMpKSmhuroagMOHDwMwd+5ch7pz5szB29vbHn9UaOVSRESkFbn3fcPW5nvf+57b+zx48CBFRUUkJiYSFhbmEDMMA19fXwYNGmQvKywsJDY2lvnz51NaWsq///u/u+z38ccfB+CTTz4hPDzcXl5aWgpA165dHern5uZy8+ZN+2rm4sWLmTlzJkFBQU59X758GQAPj7trdHl5eQQEBDjN38fHh/DwcM6dO/flD+IhouRSRESkFWnqHcKHUV1dHTt37qRjx472ret7mc1mhgwZ4nD4ZvXq1fa/GxNFV6ZNm8bRo0fZtGkT3t7e9OnTh7Nnz/LrX/+a8PBwnnvuOYf6hmHQu3dvunXrBkBgYCCBgYFO/Z49e5a8vDz69OlDQEAAcPe/Wffu3V3OIygoiPz8fGpqavD397//A3lIaFtcREREWkRmZiYWi4XZs2fj6+vrEKurq+PkyZNO71u6OuXtSvv27VmwYAE2m41XX32V733ve6xcuZLHHnuMf/qnf3I6wW02m53G+iKLxcLKlSsBHE6n19TUOM2/UeM4t27d+krzfhgouRQREZEW8f777+Pt7c2sWbOcYmfOnOHGjRtfmvA15b/+67946aWXsNlsvPzyy6xbt44XXniBqqoqkpOTuXTpkr1uWVkZpaWl9x2rvLxdnoN6AAEAAElEQVScBQsWUFFRQXx8PGPGjLHHbDZbk+0aY41b6I8CbYuLiIhIs6uqqiIvL4+xY8fat5fvZTab6dmzJ8HBwd+o/3feeQdvb2927txp/4zRmDFjGDJkCAsWLGDjxo388pe/tI/l7+/PgAEDXPaVn5/P0qVL+fOf/8zcuXNJSUlxiLdv357a2lqXbRvLH5UtcVByKSIi0qq4OkDyMDp27Bg2m42YmBiXccMwHE6Jfx3V1dVYLBaioqKcvo85ePBgHn/8cU6ePGkvM5vNDB061OGkeqMPP/yQFStWYLVaSUlJIT4+3qlOSEiIw0rovSwWC4GBgXh7e3+j3/IgUnIpIiLSivwtTmS3Rrm5uXh4eDh8iLxRZWUlJSUlpKamfqO+vby8aNOmDQ0NDS7j9fX19u1qq9XK6dOnXY519OhRXn/9dTw9PXnrrbcYN26cy/4iIiIoKCigrKzMIZmtra2luLiY4cOHf6Pf8aB6dF4AEBERkVbj/PnzhIWF4efn5xQzDAM/Pz8GDhz4jfr29/fnmWee4eTJk1y4cMEhlpWVxWeffcawYcMAyMnJwWq1On1Q/cKFC6xatQovLy82b97cZGIJMHHiRAD27NnjUL5v3z5u377N5MmTv9HveFBp5VJERESaVX19PWVlZfYE74sab8pxtU39Vb322mskJyeTnJzMjBkz6NGjBxcuXCA9PZ3HHnvM/t6kYRj07duXLl26OLTfsmULVquVqKgoLBYLGRkZTmNER0fb7xuPjY3FZDJx7do1hg8fTn5+Punp6YwaNcr+4fZHhZJLERERaVZXr16loaGBDh06OMUab8pZsmTJXzVG79692bNnDzt27ODw4cNcvXqVxx57jMmTJ/N3f/d39o+oZ2VlMX78eIe2dXV15OTkAHeTT8MwXI6Rnp5u/wTR8uXL6dGjB4cOHeLYsWMEBQWRmJhIQkLCI3WvOECb6urqps/Pi4iIiFtVVVU53Q4j8nW15n9HeudSRERERNxGyaWIiIiIuI2SSxERERFxGyWXIiIiIuI2Si5FRERExG2UXIqIiIiI2yi5FBERERG3UXIpIiIiIm6j5FJERERE3EbJpYiIiIi4jZJLEREREXEbJZciIiIi4jZKLkVERETEbbxaegIiIiLyaCgvL2fatGn3rRMcHMyBAwfsf+fm5jJ//nxMJhOhoaEOda9fv05cXBxTp04lOTnZqa/KykreffddsrKysFqt9OzZk9mzZzNp0iSXY1+6dIkpU6awdetWIiMjqa2tZdeuXWRmZlJRUYGvry8DBgwgKSmJiIgIh7b19fXs37+f9PR0Kioq6Ny5MzExMSQmJuLj4/MVn9DDQcmliIiINItOnTqxevVql7GMjAyOHz/O2LFjHcrNZjNhYWFOiWVtbS2vvvoqFovFZX8VFRXMmzePK1euMHnyZPr3709OTg6rVq2ioKCAJUuWOLUxDIP27dszcOBAbDYbqampZGdnM27cOOLi4rhy5QppaWkkJyezadMmhg4dam+7du1aTCYTzz33HLNnz6awsJDdu3dTUFDA5s2badOmzdd9XA8sJZciIiLSLHx9fV2uGhYVFZGTk8MzzzzDokWLHGKGYTBy5EiHsuLiYt544w2Ki4ubHGvz5s1cvnyZn/3sZ3z/+98HYObMmXTv3p1//dd/ZcyYMQwePNihjdlsJjIykrZt23LkyBGys7N5/vnnWbhwob3O1KlTiYuLY/369ezfvx+Ac+fOYTKZmD59OsuWLbPXDQkJYdu2bWRmZjJhwoSv+JQefHrnUkRERFpMQ0MDa9asAWDFihV4ef1l3auqqoqLFy8SFRVlL3vvvfeIj4+nqqqKH/7why77vHPnDoZh8K1vfYvp06c7xObNmweAyWRyanPq1Cn7WCdOnABgxowZDvW6devG4MGDKSkpobq6GoDDhw8DMHfuXIe6c+bMwdvb2x5/VGjlUkREpBXZP+3fWnoKTZqdPvfLK31NBw8epKioiMTERMLCwhxihmHg6+vLoEGD7GWFhYXExsYyf/58SktL+fd//3enPqurq7FarfTu3dtpO7pDhw506tSJ/Px8h/Lc3Fxu3rzJiBEjAFi8eDEzZ84kKCjIqf/Lly8D4OFxd40uLy+PgIAAp/n7+PgQHh7OuXPnvurjeCgouRQREWlFKnMrWnoKzaauro6dO3fSsWNHEhISnOJms5khQ4bQrl07e9nq1avtf5eWlrrs19fXF4AbN244xerr67l+/Tq1tbUO5YZh0Lt3b7p16wZAYGAggYGBTu3Pnj1LXl4effr0ISAgAACLxUL37t1dziUoKIj8/Hxqamrw9/d3Wedho21xERERaRGZmZlYLBZmz55tTwgb1dXVcfLkSaf3Le9NNJvi7+9PeHg4Z8+epaLCMVn/4IMPqKurw2q1OpSbzWansb7IYrGwcuVKAIfT6TU1NU7zb9R4UvzWrVtfOu+HhZJLERERaRHvv/8+3t7ezJo1yyl25swZbty48aUJX1OSk5OxWq28/PLLZGVlUV5ezn/+53/yD//wDwQEBDi821lWVkZpael9xyovL2fBggVUVFQQHx/PmDFj7DGbzdZku8ZY4xb6o0Db4iIiItLsqqqqyMvLY+zYsfbt5XuZzWZ69uxJcHDwN+p/7NixrFixgk2bNvHyyy8D0LFjR15++WV+//vfO5w0N5vN+Pv7M2DAAJd95efns3TpUv785z8zd+5cUlJSHOLt27d32mZv1Fj+qGyJg5JLERGRVqX7oG+WTD1ojh07hs1mIyYmxmXcMAyHU+LfxJQpU/jud7/LhQsX8PDwoHfv3rRr144dO3bQo0cPez2z2czQoUMdVjMbffjhh6xYsQKr1UpKSgrx8fFOdUJCQrh06ZLLOVgsFgIDA/H29v6rfsuDRMmliIhIK/K3OJHdGuXm5uLh4eHwIfJGlZWVlJSUkJqa+o37NwyDa9euMWnSJIfbdD755BMqKyuZPHkyAFarldOnT7sc6+jRo7z++ut4enry1ltvMW7cOJdjRUREUFBQQFlZmcPH3mtraykuLmb48OHf+Hc8iB6dFwBERESk1Th//jxhYWH4+fk5xQzDwM/Pj4EDB37j/v/7v/+b1atX8+mnn9rL7ty5w5YtW/D29rZ/vzInJwer1Wr/BFGjCxcusGrVKry8vNi8eXOTiSXAxIkTAdizZ49D+b59+7h9+7Y9kX1UaOVSREREmlV9fT1lZWUMGzbMZbzxphxX29Rf1Y9+9CP+53/+h8WLF/ODH/wAHx8fMjIyyMvL4/XXX6dLly7A3US2b9++9r8bbdmyBavVSlRUFBaLhYyMDKcxoqOj7feNx8bGYjKZuHbtGsOHDyc/P5/09HRGjRpFdHT0N/4dDyIllyIiItKsrl69SkNDAx06dHCKNd6U4+ru768jPDycd999l+3bt7N7924aGhro27cvW7ZscUhqs7KyGD9+vEPburo6cnJygLvJp2EYLsdIT0+3f4Jo+fLl9OjRg0OHDnHs2DGCgoJITEwkISHhkbpXHKBNdXV10+fnRURExK2qqqro2rVrS09DHnCt+d+R3rkUEREREbdRcikiIiIibqPkUkRERETcRsmliIiIiLiNkksRERERcRsllyIiIiLiNkouRURERMRtlFyKiIiIiNsouRQRERERt1FyKSIiIiJuo+RSRERERNxGyaWIiIiIuI2SSxERERFxG6+WnoCIiIg8GsrLy5k2bdp96wQHB3PgwAH737m5ucyfPx+TyURoaCjV1dXs2LGDjz76iKqqKvz9/Xn22WeZP38+TzzxhENftbW17N69myNHjlBVVUW3bt2YNm0acXFxeHp6Oo196dIlpkyZwtatW4mMjKS2tpZdu3aRmZlJRUUFvr6+DBgwgKSkJCIiIhza1tfXs3//ftLT06moqKBz587ExMSQmJiIj4/PN35mDyIllyIiItIsOnXqxOrVq13GMjIyOH78OGPHjnUoN5vNhIWFERoaitVqZcGCBZSUlBAbG0v//v0pLy8nLS2N48ePs3PnTsLDwwFoaGjgZz/7GVlZWUyZMoWnn36a7OxstmzZwqeffsry5cud5mAYBu3bt2fgwIHYbDZSU1PJzs5m3LhxxMXFceXKFdLS0khOTmbTpk0MHTrU3nbt2rWYTCaee+45Zs+eTWFhIbt376agoIDNmzfTpk0bNz7J1k3JpYiIiDQLX19fJk2a5FReVFRETk4OzzzzDIsWLXKIGYbByJEjAdi7dy/FxcUsW7aM6dOn2+uMHz+eefPm8c4777Bx40YA/vCHP2A2m3nppZdISEgAYPr06fzDP/wDJpOJqVOnOq0+ms1mIiMjadu2LUeOHCE7O5vnn3+ehQsX2utMnTqVuLg41q9fz/79+wE4d+4cJpOJ6dOns2zZMnvdkJAQtm3bRmZmJhMmTPhrHt0DRe9cioiISItpaGhgzZo1AKxYsQIvr7+se1VVVXHx4kWioqIAyM7Opm3btkydOtWhj379+tGrVy9ycnLsZb/73e9o27Yts2bNcqj74x//GIDDhw87lN+5c4dTp07Zxzpx4gQAM2bMcKjXrVs3Bg8eTElJCdXV1Q59zZ0716HunDlz8Pb2dhrrYaeVSxERkVZkwmFLS0+hSf8dG+T2Pg8ePEhRURGJiYmEhYU5xAzDwNfXl0GDBgHw5ptvcvnyZaf3JW02G1euXMHD4y9rZnl5eYSHh+Pr6+tQNzQ0lE6dOnHu3DmH8tzcXG7evMmIESMAWLx4MTNnziQoyPk3X758GcA+Xl5eHgEBAU7z9/HxITw83Gmsh52SSxERkVbkZNWdlp5Cs6mrq2Pnzp107NjRvnV9L7PZzJAhQ2jXrh0AXbp0oUuXLk71jhw5wueff87o0aOBuwd5rl27Zk9KvygoKIjy8nKHMsMw6N27N926dQMgMDCQwMBAp7Znz54lLy+PPn36EBAQAIDFYqF79+5NjpWfn09NTQ3+/v5NPImHi7bFRUREpEVkZmZisViYPXu20wpjXV0dJ0+etL9v2ZTi4mLWrVuHp6cnSUlJANTU1ADQvn17l218fHy4deuWQ5nZbP7SsSwWCytXrgQgOTnZXl5TU+M0/3vHApzGe5gpuRQREZEW8f777+Pt7e30XiTAmTNnuHHjxn0TvsLCQhYuXMj169dZunQpTz31FHB3m/ze//0im83msLVeVlZGaWnpfccqLy9nwYIFVFRUEB8fz5gxYxz6a0pj7N4t+4fdo/NLRUREpNWoqqoiLy+PqKgo+/byvcxmMz179iQ4ONhle8MwePHFF6murmbp0qXMnDnTHmtcsaytrXXZtra2Fj8/P4ex/P39GTBggMv6+fn5JCUl8dlnnzF37lxSUlIc4u3bt7/vWMAjsyUOeudSRESkVYns2ralp9Asjh07hs1mIyYmxmXcMAz7ye0vSktL4+2338bDw4M1a9Y49eHn50dgYCAWi+vDURaLxSFpNZvNDB061OGkeqMPP/yQFStWYLVaSUlJIT4+3qlOSEgIly5danKswMBAvL29XcYfRkouRUREWpG/xYns1ig3NxcPDw+HD5E3qqyspKSkhNTUVKfY3r172bhxIwEBAaxdu5bBgwe77P/pp5/m1KlT1NbWOtyQU1ZWRnV1tT0htVqtnD592uVYR48e5fXXX8fT05O33nqLcePGuRwrIiKCgoICysrKCA0NtZfX1tZSXFzM8OHD7/8wHjLaFhcREZFmd/78ecLCwhy2pxsZhoGfnx8DBw50KM/KymLTpk107NiR7du3N5lYAkycOBGr1Wr/0HmjPXv2ABAbGwtATk4OVqvV/gmiRhcuXGDVqlV4eXmxefPmJhPLxrHu7bvRvn37uH37NpMnT26y7cNIK5ciIiLSrOrr6ykrK2PYsGEu44035Xxxm3rDhg3YbDZGjRpFUVERRUVFTm0bbwD67ne/y4EDB9i2bRvl5eX079+f48eP84c//IEf/OAHPPnkk8DdRLZv375OnzjasmULVquVqKgoLBYLGRkZTmNFR0fb7xuPjY3FZDJx7do1hg8fTn5+Punp6YwaNYro6Ohv8pgeWEouRUREpFldvXqVhoYGOnTo4BRrvClnyZIlDuWVlZWUlpYCd2/EaerWm8bksk2bNqxfv54dO3bw+9//nt/97neEhISwZMkSZs+eba+flZXF+PHjHfqoq6uz3/ZjGAaGYbgcKz093f4JouXLl9OjRw8OHTrEsWPHCAoKIjExkYSEhEfqXnGANtXV1U2fnxcRERG3qqqqomvXri09DXnAteZ/R3rnUkRERETcRsmliIiIiLiNkksRERERcRsllyIiIiLiNkouRURERMRtlFyKiIiIiNsouRQRERERt1FyKSIiIiJuo+RSRERERNxGyaWIiIiIuI2SSxERERFxGyWXIiIiIuI2Xi09AREREXk0lJeXM23atPvWCQ4O5sCBA/a/c3NzmT9/PiaTidDQUKqrq9mxYwcfffQRVVVV+Pv78+yzzzJ//nyeeOKJ+44dFxdHamoqsbGxLutcunSJKVOmsHXrViIjI6mtrWXXrl1kZmZSUVGBr68vAwYMICkpiYiICIe29fX17N+/n/T0dCoqKujcuTMxMTEkJibi4+PzlZ/Rw0DJpYiIiDSLTp06sXr1apexjIwMjh8/ztixYx3KzWYzYWFhhIaGYrVaWbBgASUlJcTGxtK/f3/Ky8tJS0vj+PHj7Ny5k/DwcKe+L1++zJIlS7h169Z952cYBu3bt2fgwIHYbDZSU1PJzs5m3LhxxMXFceXKFdLS0khOTmbTpk0MHTrU3nbt2rWYTCaee+45Zs+eTWFhIbt376agoIDNmzfTpk2bb/DEHkxKLkVERKRZ+Pr6MmnSJKfyoqIicnJyeOaZZ1i0aJFDzDAMRo4cCcDevXspLi5m2bJlTJ8+3V5n/PjxzJs3j3feeYeNGzc6tM/NzWXlypVcunTpS+dnNpuJjIykbdu2HDlyhOzsbJ5//nkWLlxorzN16lTi4uJYv349+/fvB+DcuXOYTCamT5/OsmXL7HVDQkLYtm0bmZmZTJgw4Ss8oYeD3rkUERGRFtPQ0MCaNWsAWLFiBV5ef1n3qqqq4uLFi0RFRQGQnZ1N27ZtmTp1qkMf/fr1o1evXuTk5DiUr127lvnz52Oz2RySUVfu3LnDqVOn7GOdOHECgBkzZjjU69atG4MHD6akpITq6moADh8+DMDcuXMd6s6ZMwdvb297/FGhlUsREZFWxHfNwi+v1EJurdzm9j4PHjxIUVERiYmJhIWFOcQMw8DX15dBgwYB8Oabb3L58mU8PT0d6tlsNq5cuYKHh+Oa2YULF4iPjycxMZEPPvgAk8nU5Dxyc3O5efMmI0aMAGDx4sXMnDmToKAgp7qXL18GsI+Xl5dHQECA0/x9fHwIDw/n3LlzX+VRPDSUXIqIiLQinsX5LT2FZlNXV8fOnTvp2LEjCQkJTnGz2cyQIUNo164dAF26dKFLly5O9Y4cOcLnn3/O6NGjHcq3bt1qb/tlDMOgd+/edOvWDYDAwEACAwOd6p09e5a8vDz69OlDQEAAABaLhe7du7vsNygoiPz8fGpqavD39/9Kc3nQaVtcREREWkRmZiYWi4XZs2fj6+vrEKurq+PkyZP29y2bUlxczLp16/D09CQpKckh9lUTS7ibyH7ZWBaLhZUrVwKQnJxsL6+pqXGaf6PGk+JfdpjoYaLkUkRERFrE+++/j7e3N7NmzXKKnTlzhhs3btw34SssLGThwoVcv36dpUuX8tRTT32jeZSVlVFaWnrfscrLy1mwYAEVFRXEx8czZswYe8xmszXZrjH2xS37h9mj80tFRESk1aiqqiIvL4+oqCj79vK9zGYzPXv2JDg42GV7wzB48cUXqa6uZunSpcycOfMbz8VsNuPv78+AAQNcxvPz80lKSuKzzz5j7ty5pKSkOMTbt29PbW2ty7aN5Y/KljjonUsREZFWpT68f0tPoVkcO3YMm81GTEyMy7hhGPaT21+UlpbG22+/jYeHB2vWrGmyj6/KbDYzdOhQh5PqjT788ENWrFiB1WolJSWF+Ph4pzohISFNfurIYrEQGBiIt7f3XzXHB4mSSxERkVbkb3EiuzXKzc3Fw8PD4UPkjSorKykpKSE1NdUptnfvXjZu3EhAQABr165l8ODBf9U8rFYrp0+fdjnW0aNHef311/H09OStt95i3LhxLvuIiIigoKCAsrIyQkND7eW1tbUUFxczfPjwv2qODxpti4uIiEizO3/+PGFhYfj5+TnFDMPAz8+PgQMHOpRnZWWxadMmOnbsyPbt2//qxBIgJycHq9Vq/wRRowsXLrBq1Sq8vLzYvHlzk4klwMSJEwHYs2ePQ/m+ffu4ffs2kydP/qvn+SDRyqWIiIg0q/r6esrKyhg2bJjLeONNOV/cpt6wYQM2m41Ro0ZRVFREUVGRU1tXNwDdj2EY9O3b1+kTR1u2bMFqtRIVFYXFYiEjI8OpbXR0tP2+8djYWEwmE9euXWP48OHk5+eTnp7OqFGjiI6O/lpzetApuRQREZFmdfXqVRoaGujQoYNTrPGmnCVLljiUV1ZWUlpaCty9EaepW2++bnKZlZXF+PHjHcrq6urst/0YhoFhGC7bpqen2z9BtHz5cnr06MGhQ4c4duwYQUFBJCYmkpCQ8EjdKw7Qprq6uunz8yIiIuJWVVVVdO3ataWnIQ+41vzvSO9cioiIiIjbKLkUEREREbdRcikiIiIibqPkUkRERETcRsmliIiIiLiNkksRERERcRsllyIiIiLiNkouRURERMRtlFyKiIiIiNsouRQRERERt1FyKSIiIiJuo+RSRERERNxGyaWIiIiIuI1XS09AREREHg3l5eVMmzbtvnWCg4M5cOCA/e/c3Fzmz5+PyWQiNDSU6upqduzYwUcffURVVRX+/v48++yzzJ8/nyeeeMKhr4qKCv75n/+Z7Oxsrly5QqdOnRgxYgQvvvgiXbt2dRr70qVLTJkyha1btxIZGUltbS27du0iMzOTiooKfH19GTBgAElJSURERDi0ra+vZ//+/aSnp1NRUUHnzp2JiYkhMTERHx+fb/zMHkRKLkVERKRZdOrUidWrV7uMZWRkcPz4ccaOHetQbjabCQsLIzQ0FKvVyoIFCygpKSE2Npb+/ftTXl5OWloax48fZ+fOnYSHhwNw5coVkpKSuH79OtOnT+eJJ56guLiY9PR0srOzee+99+jSpYvDWIZh0L59ewYOHIjNZiM1NZXs7GzGjRtHXFwcV65cIS0tjeTkZDZt2sTQoUPtbdeuXYvJZOK5555j9uzZFBYWsnv3bgoKCti8eTNt2rRx89NsvZRcioiISLPw9fVl0qRJTuVFRUXk5OTwzDPPsGjRIoeYYRiMHDkSgL1791JcXMyyZcuYPn26vc748eOZN28e77zzDhs3bgTgV7/6FZ9//jmbN29mxIgR9rrDhg3j1Vdf5Te/+Q2vvfaaw1hms5nIyEjatm3LkSNHyM7O5vnnn2fhwoX2OlOnTiUuLo7169ezf/9+AM6dO4fJZGL69OksW7bMXjckJIRt27aRmZnJhAkTvulje+DonUsRERFpMQ0NDaxZswaAFStW4OX1l3WvqqoqLl68SFRUFADZ2dm0bduWqVOnOvTRr18/evXqRU5Ojr0sOzub0NBQh8QSYPTo0fj7+zvUBbhz5w6nTp2yj3XixAkAZsyY4VCvW7duDB48mJKSEqqrqwE4fPgwAHPnznWoO2fOHLy9ve3xR4VWLkVERFqRW6deaekpNMl3yCa393nw4EGKiopITEwkLCzMIWYYBr6+vgwaNAiAN998k8uXL+Pp6elQz2azceXKFTw8/rJmtn37dm7evOk03q1bt7h165ZDXbj7bufNmzftyejixYuZOXMmQUFBTn1cvnwZwN5HXl4eAQEBTvP38fEhPDycc+fOfaVn8bBQcikiItKKNFwraOkpNJu6ujp27txJx44dSUhIcIqbzWaGDBlCu3btAOjSpYvTe5IAR44c4fPPP2f06NH2sm7durkcc+/evdTX1zNkyBCHcsMw6N27t71dYGAggYGBTu3Pnj1LXl4effr0ISAgAACLxUL37t1djhcUFER+fj41NTX4+/u7rPOw0ba4iIiItIjMzEwsFguzZ8/G19fXIVZXV8fJkyft71s2pbi4mHXr1uHp6UlSUtJ96548eZJf//rX+Pn5OW1hm83mLx3LYrGwcuVKAJKTk+3lNTU1TvNv1HhS/NatW/ft+2Gi5FJERERaxPvvv4+3tzezZs1yip05c4YbN27cN+ErLCxk4cKFXL9+naVLl/LUU081Wff48eMsXbqUhoYGVq9e7bCyWVZWRmlp6X3HKi8vZ8GCBVRUVBAfH8+YMWPsMZvN1mS7xtgXt+EfZo/OLxUREZFWo6qqiry8PKKiouzby/cym8307NmT4OBgl+0Nw+DFF1+kurqapUuXMnPmzCbHOnjwID/5yU+or6/nF7/4hcP2eeNY/v7+DBgwwGX7/Px8kpKS+Oyzz5g7dy4pKSkO8fbt21NbW+uybWP5o7IlDnrnUkREpFXxCOjX0lNoFseOHcNmsxETE+MybhiG/eT2F6WlpfH222/j4eHBmjVrmuwD4N1332XXrl34+/vzj//4j0RGRjrVMZvNDB061OGkeqMPP/yQFStWYLVaSUlJIT4+3qlOSEgIly5dcjm+xWIhMDAQb2/vJuf4sFFyKSIi0or8LU5kt0a5ubl4eHg4fIi8UWVlJSUlJaSmpjrF9u7dy8aNGwkICGDt2rUMHjy4yTE2bNjAvn376N69Oxs3brR/YP1eVquV06dPuxzr6NGjvP7663h6evLWW28xbtw4l+NERERQUFBAWVkZoaGh9vLa2lqKi4sZPnx4k3N8GGlbXERERJrd+fPnCQsLw8/PzylmGAZ+fn4MHDjQoTwrK4tNmzbRsWNHtm/fft/E0mQysW/fPnr06OFwc88X5eTkYLVanb6HeeHCBVatWoWXlxebN29uMrEEmDhxIgB79uxxKN+3bx+3b99m8uTJTbZ9GGnlUkRERJpVfX09ZWVlDBs2zGW88aacL25Tb9iwAZvNxqhRoygqKqKoqMip7aRJk7h16xZbt24FIDo6mtOnTzvV8/X1JTo6GsMw6Nu3r9MnjrZs2YLVaiUqKgqLxUJGRoZTH9HR0fb7xmNjYzGZTFy7do3hw4eTn59Peno6o0aNIjo6+qs+moeCkksRERFpVlevXqWhoYEOHTo4xRpvylmyZIlDeWVlJaWlpcDdG3GauvVm0qRJnD9/nmvXrgHwr//6ry7rBQcHEx0dTVZWFuPHj3eI1dXV2W/wMQwDwzBc9pGenm7/BNHy5cvp0aMHhw4d4tixYwQFBZGYmEhCQsIjda84QJvq6uqmz8+LiIiIW1VVVdG1a9eWnoY84FrzvyO9cykiIiIibqPkUkRERETcRsmliIiIiLiNkksRERERcRsllyIiIiLiNkouRURERMRtlFyKiIiIiNsouRQRERERt1FyKSIiIiJuo+RSRERERNxGyaWIiIiIuI2SSxERERFxGyWXIiIiIuI2Xi09AREREXk0lJeXM23atPvWCQ4O5sCBA/a/c3NzmT9/PiaTidDQUKqrq9mxYwcfffQRVVVV+Pv78+yzzzJ//nyeeOIJh74uX77MP//zP5OVlcXly5f51re+xYwZM/j+979PmzZtnMa+dOkSU6ZMYevWrURGRlJbW8uuXbvIzMykoqICX19fBgwYQFJSEhEREQ5t6+vr2b9/P+np6VRUVNC5c2diYmJITEzEx8fnGz+zB5GSSxEREWkWnTp1YvXq1S5jGRkZHD9+nLFjxzqUm81mwsLCCA0NxWq1smDBAkpKSoiNjaV///6Ul5eTlpbG8ePH2blzJ+Hh4QDU1NQwf/58KisrmTlzJj169CArK4t//Md/pLi4mNdee81pDoZh0L59ewYOHIjNZiM1NZXs7GzGjRtHXFwcV65cIS0tjeTkZDZt2sTQoUPtbdeuXYvJZOK5555j9uzZFBYWsnv3bgoKCti8ebPLZPZhpeRSREREmoWvry+TJk1yKi8qKiInJ4dnnnmGRYsWOcQMw2DkyJEA7N27l+LiYpYtW8b06dPtdcaPH8+8efN455132LhxIwD//u//TmlpKX//93/PhAkTAJgxYwZLly4lLS2NOXPmEBYW5jCW2WwmMjKStm3bcuTIEbKzs3n++edZuHChvc7UqVOJi4tj/fr17N+/H4Bz585hMpmYPn06y5Yts9cNCQlh27ZtZGZm2ufwKNA7lyIiItJiGhoaWLNmDQArVqzAy+sv615VVVVcvHiRqKgoALKzs2nbti1Tp0516KNfv3706tWLnJwce9nt27fp378/48aNc6g7bNgwbDYbhYWFDuV37tzh1KlT9rFOnDgB3E1I79WtWzcGDx5MSUkJ1dXVABw+fBiAuXPnOtSdM2cO3t7e9vijQiuXIiIircg//25NS0+hScmTV7q9z4MHD1JUVERiYqLTSqJhGPj6+jJo0CAA3nzzTS5fvoynp6dDPZvNxpUrV/Dw+Mua2RdXQBs1JpUhISEO5bm5udy8eZMRI0YAsHjxYmbOnElQUJBTH5cvXwawj5eXl0dAQIDT/H18fAgPD+fcuXP3fwgPGSWXIiIirchnVcUtPYVmU1dXx86dO+nYsSMJCQlOcbPZzJAhQ2jXrh0AXbp0oUuXLk71jhw5wueff87o0aNdjnPr1i3Kysr4z//8Tw4dOsSYMWN4+umnHeoYhkHv3r3p1q0bAIGBgQQGBjr1dfbsWfLy8ujTpw8BAQEAWCwWunfv7nLsoKAg8vPzqampwd/fv+mH8RDRtriIiIi0iMzMTCwWC7Nnz8bX19chVldXx8mTJ+3vWzaluLiYdevW4enpSVJSkss6v/rVr/jhD3/Iv/7rv/Ktb32LV155xamO2Wz+0rEsFgsrV95dvU1OTraX19TUOM2/UeNJ8Vu3bt2374eJkksRERFpEe+//z7e3t7MmjXLKXbmzBlu3Lhx34SvsLCQhQsXcv36dZYuXcpTTz3lst53vvMd3n77bV566SWuXr1KfHw8+fn59nhZWRmlpaX3Hau8vJwFCxZQUVFBfHw8Y8aMscdsNluT7Rpj927ZP+wenV8qIiIirUZVVRV5eXlERUXZt5fvZTab6dmzJ8HBwS7bG4bBiy++SHV1NUuXLmXmzJlNjhUZGcno0aNJSEhg69at1NbW8k//9E8OY/n7+zNgwACX7fPz80lKSuKzzz5j7ty5pKSkOMTbt29PbW2ty7aN5Y/KljjonUsREZFW5Vtdw1t6Cs3i2LFj2Gw2YmJiXMYNw7Cf3P6itLQ03n77bTw8PFizZk2Tfbjy5JNP0rNnT86fP28vM5vNDB061OGkeqMPP/yQFStWYLVaSUlJIT4+3qlOSEgIly5dcjmexWIhMDAQb2/vrzzHB52SSxERkVbkb3EiuzXKzc3Fw8PD4UPkjSorKykpKSE1NdUptnfvXjZu3EhAQABr165l8ODBTnVsNhs/+tGPaNeuHb/5zW+c4jdu3LAne1arldOnT7sc6+jRo7z++ut4enry1ltvOX3WqFFERAQFBQWUlZURGhpqL6+traW4uJjhw4c3/SAeQtoWFxERkWZ3/vx5wsLC8PPzc4oZhoGfnx8DBw50KM/KymLTpk107NiR7du3u0wsAdq0aUPXrl3Jy8vj+PHjDrH/+q//oqKigujoaABycnKwWq32TxA1unDhAqtWrcLLy4vNmzc3mVgCTJw4EYA9e/Y4lO/bt4/bt28zefLkJts+jLRyKSIiIs2qvr6esrIyhg0b5jLeeFPOF7epN2zYgM1mY9SoURQVFVFUVOTUtvEGoFdeeYX//d//5ac//SkzZsygR48enDt3jt/97nc8/vjjLFiwALibyPbt29fpE0dbtmzBarUSFRWFxWIhIyPDaazo6Gj7feOxsbGYTCauXbvG8OHDyc/PJz09nVGjRtkT2UeFkksRERFpVlevXqWhoYEOHTo4xRpvylmyZIlDeWVlJaWlpcDdG3GauvWmMbl8/PHH2b17N7/61a84fPgw169fp1u3bvzwhz8kMTHRfsAmKyuL8ePHO/RRV1dnv+3HMAwMw3A5Vnp6uv0TRMuXL6dHjx4cOnSIY8eOERQURGJiIgkJCY/UveIAbaqrq5s+Py8iIiJuVVVVRdeuXVt6GvKAa83/jvTOpYiIiIi4jZJLEREREXEbJZciIiIi4jZKLkVERETEbZRcioiIiIjbKLkUEREREbdRcikiIiIibqPkUkRERETcRsmliIiIiLiNkksRERERcRsllyIiIiLiNkouRURERMRtlFyKiIiIiNt4tfQERERE5NFQXl7OtGnT7lsnODiYAwcO2P/Ozc1l/vz5mEwmQkNDqa6uZseOHXz00UdUVVXh7+/Ps88+y/z583niiSfu2/cbb7zB73//e9LT0wkJCXGKX7p0iSlTprB161YiIyOpra1l165dZGZmUlFRga+vLwMGDCApKYmIiAiHtvX19ezfv5/09HQqKiro3LkzMTExJCYm4uPj85Wf0cNAyaWIiIg0i06dOrF69WqXsYyMDI4fP87YsWMdys1mM2FhYYSGhmK1WlmwYAElJSXExsbSv39/ysvLSUtL4/jx4+zcuZPw8HCX/f/nf/4nv//97+87P8MwaN++PQMHDsRms5Gamkp2djbjxo0jLi6OK1eukJaWRnJyMps2bWLo0KH2tmvXrsVkMvHcc88xe/ZsCgsL2b17NwUFBWzevJk2bdp8zaf14FJyKSIiIs3C19eXSZMmOZUXFRWRk5PDM888w6JFixxihmEwcuRIAPbu3UtxcTHLli1j+vTp9jrjx49n3rx5vPPOO2zcuNGp//LyctatW0e7du24fft2k/Mzm81ERkbStm1bjhw5QnZ2Ns8//zwLFy6015k6dSpxcXGsX7+e/fv3A3Du3DlMJhPTp09n2bJl9rohISFs27aNzMxMJkyY8BWf0oNP71yKiIhIi2loaGDNmjUArFixAi+vv6x7VVVVcfHiRaKiogDIzs6mbdu2TJ061aGPfv360atXL3Jycpz6r6+vZ9WqVfTo0cNpVfRed+7c4dSpU/axTpw4AcCMGTMc6nXr1o3BgwdTUlJCdXU1AIcPHwZg7ty5DnXnzJmDt7e3Pf6o0MqliIhIK3Lv+4atzfe+9z2393nw4EGKiopITEwkLCzMIWYYBr6+vgwaNAiAN998k8uXL+Pp6elQz2azceXKFTw8nNfM3nvvPQoKCti9ezf/8i//0uQ8cnNzuXnzJiNGjABg8eLFzJw5k6CgIKe6ly9fBrCPl5eXR0BAgNP8fXx8CA8P59y5c1/2GB4qSi5FRERaEYvF0tJTaDZ1dXXs3LmTjh07kpCQ4BQ3m80MGTKEdu3aAdClSxe6dOniVO/IkSN8/vnnjB492qE8Ly+PnTt38sorr9CrV6/7zsUwDHr37k23bt0ACAwMJDAw0Kne2bNnycvLo0+fPgQEBAB3/5t1797dZb9BQUHk5+dTU1ODv7//fefwsNC2uIiIiLSIzMxMLBYLs2fPxtfX1yFWV1fHyZMn7e9bNqW4uJh169bh6elJUlKSvfzmzZusWrWKZ599llmzZn3pXMxm85eOZbFYWLlyJQDJycn28pqaGqf5N2o8KX7r1q0vncPDQiuXIiIi0iLef/99vL29XSZ/Z86c4caNG/dN+AoLC0lJSeH69eu89tprPPXUU/bY+vXruXr1Ku++++6XntQuKyujtLT0vmOVl5ezePFiKioqiI+PZ8yYMfaYzWZrsl1jzNWW/cPq0fmlIiIi0mpUVVWRl5dHVFSUfXv5XmazmZ49exIcHOyyvWEYvPjii1RXV7N06VJmzpxpj/3P//wPhw4d4sUXX6Rdu3ZUV1dTXV3NnTt3ALh+/br9ME7jWP7+/gwYMMDlWPn5+SQlJfHZZ58xd+5cUlJSHOLt27entrbWZdvG8kdlSxy0cikiItKquDpA8jA6duwYNpuNmJgYl3HDMOwnt78oLS2Nt99+Gw8PD9asWePUx7Fjx4C7355cu3atU/sf/ehHwF9OhJvNZoYOHepwUr3Rhx9+yIoVK7BaraSkpBAfH+9UJyQkhEuXLrmcq8ViITAwEG9vb5fxh5GSSxERkVbkb3EiuzXKzc3Fw8PD4UPkjSorKykpKSE1NdUptnfvXjZu3EhAQABr165l8ODBTnV+9KMfufye5r/8y7+QnZ3NmjVr6Ny5MwBWq5XTp0+7HOvo0aO8/vrreHp68tZbbzFu3DiXvyUiIoKCggLKysoIDQ21l9fW1lJcXMzw4cObfhAPISWXIiIi0uzOnz9PWFgYfn5+TjHDMPDz82PgwIEO5VlZWWzatImOHTvyq1/9qsnbeHr16uXydHhGRgYAAwYMsF//mJOTg9VqtX+CqNGFCxdYtWoVXl5ebNq0iWeffbbJ3zJx4kT+v//v/2PPnj0OH1Hft28ft2/fZvLkyU22fRgpuRQREZFmVV9fT1lZGcOGDXMZb7wp54vb1Bs2bMBmszFq1CiKioooKipyautqxfJ+DMOgb9++Tp842rJlC1arlaioKCwWiz0xvVd0dLT9vvHY2FhMJhPXrl1j+PDh5Ofnk56ezqhRo4iOjv5ac3rQKbkUERGRZnX16lUaGhro0KGDU6zxppwlS5Y4lFdWVlJaWgrcvRGnqVtvvm5ymZWVxfjx4x3K6urq7Lf9GIaBYRgu26anp9s/QbR8+XJ69OjBoUOHOHbsGEFBQSQmJpKQkPBI3SsO0Ka6urrp8/MiIiLiVlVVVXTt2rWlpyEPuNb870ifIhIRERERt1FyKSIiIiJuo+RSRERERNxGyaWIiIiIuI2SSxERERFxGyWXIiIiIuI2Si5FRERExG2UXIqIiIiI2yi5FBERERG3UXIpIiIiIm6j5FJERERE3EbJpYiIiIi4jVdLT0BEREQeDeXl5UybNu2+dYKDgzlw4ID979zcXObPn4/JZCI0NJTq6mp27NjBRx99RFVVFf7+/jz77LPMnz+fJ554wqGvX//612zfvt3lOC+88ALJyckOZZcuXWLKlCls3bqVyMhIamtr2bVrF5mZmVRUVODr68uAAQNISkoiIiLCoW19fT379+8nPT2diooKOnfuTExMDImJifj4+Hz1h/QQUHIpIiIizaJTp06sXr3aZSwjI4Pjx48zduxYh3Kz2UxYWBihoaFYrVYWLFhASUkJsbGx9O/fn/LyctLS0jh+/Dg7d+4kPDzc3vbixYv4+vrys5/9zGm83r17O5UZhkH79u0ZOHAgNpuN1NRUsrOzGTduHHFxcVy5coW0tDSSk5PZtGkTQ4cOtbddu3YtJpOJ5557jtmzZ1NYWMju3bspKChg8+bNtGnT5ps+tgeOkksRERFpFr6+vkyaNMmpvKioiJycHJ555hkWLVrkEDMMg5EjRwKwd+9eiouLWbZsGdOnT7fXGT9+PPPmzeOdd95h48aN9vILFy7Qq1cvl2O6YjabiYyMpG3bthw5coTs7Gyef/55Fi5caK8zdepU4uLiWL9+Pfv37wfg3LlzmEwmpk+fzrJly+x1Q0JC2LZtG5mZmUyYMOErzeFhoHcuRUREpMU0NDSwZs0aAFasWIGX11/Wvaqqqrh48SJRUVEAZGdn07ZtW6ZOnerQR79+/ejVqxc5OTn2straWv70pz/Rq1evrzSPO3fucOrUKftYJ06cAGDGjBkO9bp168bgwYMpKSmhuroagMOHDwMwd+5ch7pz5szB29vbHn9UaOVSRESkFdk/7d9aegpNmp0+98srfU0HDx6kqKiIxMREwsLCHGKGYeDr68ugQYMAePPNN7l8+TKenp4O9Ww2G1euXMHD4y9rZsXFxTQ0NNi3ya1WK56eng7J671yc3O5efMmI0aMAGDx4sXMnDmToKAgp7qXL18GsI+Xl5dHQECA0/x9fHwIDw/n3LlzX/l5PAyUXIqIiLQilbkVLT2FZlNXV8fOnTvp2LEjCQkJTnGz2cyQIUNo164dAF26dKFLly5O9Y4cOcLnn3/O6NGj7WUXLlwAoLCwkFmzZlFaWoqHhwcDBw7klVde4cknn3TowzAMevfuTbdu3QAIDAwkMDDQaayzZ8+Sl5dHnz59CAgIAMBisdC9e3eXvzEoKIj8/Hxqamrw9/f/Ck/lwadtcREREWkRmZmZWCwWZs+eja+vr0Osrq6OkydP2t+3bEpxcTHr1q3D09OTpKQke3ljcnnmzBlmzJjBunXrSEpKoqCggL/7u78jPz/foR+z2fylY1ksFlauXAngcNK8pqbGaf6NGk+K37p16759P0y0cikiIiIt4v3338fb25tZs2Y5xc6cOcONGzfum/AVFhaSkpLC9evXee2113jqqafsseHDh+Pn58cPf/hD+wrk6NGjGTlyJElJSWzYsIGdO3cCUFZWRmlp6X3HKi8vZ/HixVRUVBAfH8+YMWPsMZvN1mS7xti9W/YPOyWXIiIi0uyqqqrIy8tj7Nix9u3le5nNZnr27ElwcLDL9oZh8MYbb3Dz5k2WLl3KzJkzHeKjRo1i1KhRTu369+/Pt7/9bc6ePcuNGzfw8/PDbDbj7+/PgAEDXI6Vn5/P0qVL+fOf/8zcuXNJSUlxiLdv357a2lqXbRvLH5UtcVByKSIi0qp0H+Q6mXrYHDt2DJvNRkxMjMu4YRj2k9tflJaWxttvv42Hhwdr1qxpso+mdO7cGZvNxq1bt+zJ5dChQ10e9vnwww9ZsWIFVquVlJQU4uPjneqEhIRw6dIll2NZLBYCAwPx9vb+WnN8kCm5FBERaUX+FieyW6Pc3Fw8PDwcPkTeqLKykpKSElJTU51ie/fuZePGjQQEBLB27VoGDx7sVMdmszFv3jwA3nvvPad4SUkJfn5+dOrUCavVyunTp12OdfToUV5//XU8PT156623GDdunMvfEhERQUFBAWVlZYSGhtrLa2trKS4uZvjw4U0+h4fRo/MCgIiIiLQa58+fJywsDD8/P6eYYRj4+fkxcOBAh/KsrCw2bdpEx44d2b59u8vEEqBNmzZ07NiR/Px8PvzwQ4fY7373O0pKSpg0aRKenp7k5ORgtVrtnyBqdOHCBVatWoWXlxebN29uMrEEmDhxIgB79uxxKN+3bx+3b99m8uTJTbZ9GGnlUkRERJpVfX09ZWVlDBs2zGW88aacL25Tb9iwAZvNxqhRoygqKqKoqMipbeNtPC+//DJ5eXm88cYbTJ8+nSeeeIJz587xu9/9jl69erFgwQLgbiLbt29fp08cbdmyBavVSlRUFBaLhYyMDKexoqOj7feNx8bGYjKZuHbtGsOHDyc/P5/09HRGjRpFdHT0N3lMDywllyIiItKsrl69SkNDAx06dHCKNd6Us2TJEofyyspKSktLgbs34jR1601jctmrVy92797N9u3bOXLkCNevX6dr16788Ic/ZN68efaxs7KyGD9+vEMfdXV19tt+DMPAMAyXY6Wnp9s/QbR8+XJ69OjBoUOHOHbsGEFBQSQmJpKQkPBI3SsO0Ka6urrp8/MiIiLiVlVVVXTt2rWlpyEPuNb870jvXIqIiIiI2yi5FBERERG3UXIpIiIiIm6j5FJERERE3EbJpYiIiIi4jZJLEREREXEbJZciIiIi4jZKLkVERETEbZRcioiIiIjbKLkUEREREbdRcikiIiIibqPkUkRERETcRsmliIiIiLiNV0tPQERERB4N5eXlTJs27b51goODOXDggP3v3Nxc5s+fj8lkIjQ0lOrqanbs2MFHH31EVVUV/v7+PPvss8yfP58nnnjCqb//+q//4re//S0XL16kffv2DBgwgJdeeonHH3/cqe6lS5eYMmUKW7duJTIyktraWnbt2kVmZiYVFRX4+voyYMAAkpKSiIiIcGhbX1/P/v37SU9Pp6Kigs6dOxMTE0NiYiI+Pj7f6Hk9qJRcioiISLPo1KkTq1evdhnLyMjg+PHjjB071qHcbDYTFhZGaGgoVquVBQsWUFJSQmxsLP3796e8vJy0tDSOHz/Ozp07CQ8Pt7fdvn07v/71rxk0aBApKSl8/vnn7N+/n6SkJPbs2UNISIjDWIZh0L59ewYOHIjNZiM1NZXs7GzGjRtHXFwcV65cIS0tjeTkZDZt2sTQoUPtbdeuXYvJZOK5555j9uzZFBYWsnv3bgoKCti8eTNt2rRx45Ns3ZRcioiISLPw9fVl0qRJTuVFRUXk5OTwzDPPsGjRIoeYYRiMHDkSgL1791JcXMyyZcuYPn26vc748eOZN28e77zzDhs3bgSgoKCAXbt2MWrUKNauXYunpycAQ4cO5cUXX2T37t0sW7bMYSyz2UxkZCRt27blyJEjZGdn8/zzz7Nw4UJ7nalTpxIXF8f69evZv38/AOfOncNkMjF9+nSHPkNCQti2bRuZmZlMmDDhr3l0DxS9cykiIiItpqGhgTVr1gCwYsUKvLz+su5VVVXFxYsXiYqKAiA7O5u2bdsydepUhz769etHr169yMnJsZeZTCYaGhpYunSpPbEEGDx4MMnJyTz99NMOfdy5c4dTp07Zxzpx4gQAM2bMcKjXrVs3Bg8eTElJCdXV1QAcPnwYgLlz5zrUnTNnDt7e3vb4o0IrlyIiIq3IhMOWlp5Ck/47NsjtfR48eJCioiISExMJCwtziBmGga+vL4MGDQLgzTff5PLlyw7JIoDNZuPKlSt4ePxlzezUqVOEh4fbt77v3LlDQ0MD3t7evPDCC07zyM3N5ebNm4wYMQKAxYsXM3PmTIKCnH/z5cuXAezj5eXlERAQ4DR/Hx8fwsPDOXfu3Nd6Jg86JZciIiKtyMmqOy09hWZTV1fHzp076dixIwkJCU5xs9nMkCFDaNeuHQBdunShS5cuTvWOHDnC559/zujRo4G7iWRZWRlRUVHk5OTwzjvv2BO8iIgIXnnlFb797W879GEYBr1796Zbt24ABAYGEhgY6DTW2bNnycvLo0+fPgQEBABgsVjo3r27y98YFBREfn4+NTU1+Pv7f8Un82DTtriIiIi0iMzMTCwWC7Nnz8bX19chVldXx8mTJ+3vWzaluLiYdevW4enpSVJSEgA1NTU0NDTwf//3f6SkpPDUU0/xy1/+ksWLF1NaWsqCBQucVhPNZvOXjmWxWFi5ciUAycnJ9vKamhqn+TdqPCl+69at+/b9MNHKpYiIiLSI999/H29vb2bNmuUUO3PmDDdu3LhvwldYWEhKSgrXr1/ntdde46mnngLg9u3bAHz22We8/PLLDu9CRkZG8vzzz7Np0yZ27NgBQFlZGaWlpfcdq7y8nMWLF1NRUUF8fDxjxoyxx2w2W5PtGmP3btk/7B6dXyoiIiKtRlVVFXl5eURFRdm3l+9lNpvp2bMnwcHBLtsbhsGLL75IdXU1S5cuZebMmfZY4yqip6enQznAk08+ybe//W0+/vhj+2qi2WzG39+fAQMGuBwrPz+fpKQkPvvsM+bOnUtKSopDvH379tTW1rps21j+qGyJg1YuRUREWpXIrm1begrN4tixY9hsNmJiYlzGDcOwn9z+orS0NN5++208PDxYs2aNUx8dOnTAz88PLy8vvL29ndo/9thj2Gw2bty4ga+vL2azmaFDhzqcVG/04YcfsmLFCqxWKykpKcTHxzvVCQkJ4dKlSy7narFYCAwMdDmPh5WSSxERkVbkb3EiuzXKzc3Fw8PD4UPkjSorKykpKSE1NdUptnfvXjZu3EhAQABr165l8ODBTnXatGlD//79OXXqFBaLxenE95/+9Cd8fX3p3LkzVquV06dPuxzr6NGjvP7663h6evLWW28xbtw4l78lIiKCgoICysrKCA0NtZfX1tZSXFzM8OHDv/R5PEy0LS4iIiLN7vz584SFheHn5+cUMwwDPz8/Bg4c6FCelZXFpk2b6NixI9u3b3eZWDaaMmUKNpuN7du3O/VRWFjIuHHj8PDwICcnB6vVav8EUaMLFy6watUqvLy82Lx5c5OJJcDEiRMB2LNnj0P5vn37uH37NpMnT26y7cNIK5ciIiLSrOrr6ykrK2PYsGEu44035Xxxm3rDhg3YbDZGjRpFUVERRUVFTm0bbwCaOHEiH3zwAYcOHeLPf/4zo0eP5k9/+hPvv/8+Xbt2td+6YxgGffv2dfrE0ZYtW7BarURFRWGxWMjIyHAaKzo62n7feGxsLCaTiWvXrjF8+HDy8/NJT09n1KhRREdHf5PH9MBScikiIiLN6urVqzQ0NNChQwenWONNOUuWLHEor6yspLS0FLh7I05Tt97ce73k3//93/Pb3/6WAwcOsGHDBvz9/ZkwYQILFiywJ5NZWVmMHz/eoY+6ujr7bT+GYWAYhsux0tPT7YeHli9fTo8ePTh06BDHjh0jKCiIxMREEhISHql7xQHaVFdXN31+XkRERNyqqqqKrl27tvQ05AHXmv8d6Z1LEREREXEbJZciIiIi4jZKLkVERETEbZRcioiIiIjbKLkUEREREbdRcikiIiIibqPkUkRERETcRsmliIiIiLiNkksRERERcRsllyIiIiLiNkouRURERMRtlFyKiIiIiNsouRQRERERt/Fq6QmIiIjIo6G8vJxp06bdt05wcDAHDhyw/52bm8v8+fMxmUyEhoZSXV3Njh07+Oijj6iqqsLf359nn32W+fPn88QTT9jbDR069Evnc+LECYe/L126xJQpU9i6dSuRkZHU1taya9cuMjMzqaiowNfXlwEDBpCUlERERIRD2/r6evbv3096ejoVFRV07tyZmJgYEhMT8fHx+fKH8xBRcikiIiLNolOnTqxevdplLCMjg+PHjzN27FiHcrPZTFhYGKGhoVitVhYsWEBJSQmxsbH079+f8vJy0tLSOH78ODt37iQ8PBygyXGOHz9ORkaG0zgAhmHQvn17Bg4ciM1mIzU1lezsbMaNG0dcXBxXrlwhLS2N5ORkNm3a5JDArl27FpPJxHPPPcfs2bMpLCxk9+7dFBQUsHnzZtq0afNNH9sDR8mliIiINAtfX18mTZrkVF5UVEROTg7PPPMMixYtcogZhsHIkSMB2Lt3L8XFxSxbtozp06fb64wfP5558+bxzjvvsHHjRgCX41y6dIkNGzYQFhbGypUrneJms5nIyEjatm3LkSNHyM7O5vnnn2fhwoX2OlOnTiUuLo7169ezf/9+AM6dO4fJZGL69OksW7bMXjckJIRt27aRmZnJhAkTvs6jeqDpnUsRERFpMQ0NDaxZswaAFStW4OX1l3WvqqoqLl68SFRUFADZ2dm0bduWqVOnOvTRr18/evXqRU5Ozn3HWrt2LVevXmX58uX4+fk5xO7cucOpU6fsYzVumc+YMcOhXrdu3Rg8eDAlJSVUV1cDcPjwYQDmzp3rUHfOnDl4e3vb448KrVyKiIi0Ir5rFn55pRZya+U2t/d58OBBioqKSExMJCwszCFmGAa+vr4MGjQIgDfffJPLly/j6enpUM9ms3HlyhU8PJpeMztx4gR//OMfmTRpEoMHD3aK5+bmcvPmTUaMGAHA4sWLmTlzJkFBQU51L1++DGAfLy8vj4CAAKf5+/j4EB4ezrlz577sMTxUlFyKiIi0Ip7F+S09hWZTV1fHzp076dixIwkJCU5xs9nMkCFDaNeuHQBdunShS5cuTvWOHDnC559/zujRo5sca9u2bXh5ebFgwQKXccMw6N27N926dQMgMDCQwMBAp3pnz54lLy+PPn36EBAQAIDFYqF79+4u+w0KCiI/P5+amhr8/f2bnN/DRNviIiIi0iIyMzOxWCzMnj0bX19fh1hdXR0nT560v2/ZlOLiYtatW4enpydJSUku65w9e5b8/HwmTZrUZBJoNpu/dCyLxWJ/VzM5OdleXlNT4zT/Ro0nxW/dunXfvh8mSi5FRESkRbz//vt4e3sza9Ysp9iZM2e4cePGfRO+wsJCFi5cyPXr11m6dClPPfVUk+MAxMfHu4yXlZVRWlp637HKy8tZsGABFRUVxMfHM2bMGHvMZrM12a4xdr8t+4fNo/NLRUREpNWoqqoiLy+PqKgo+/byvcxmMz179iQ4ONhle8MwePHFF6murmbp0qXMnDnTZb07d+5gGAZPPfUUPXv2dFnHbDbj7+/PgAEDXMbz8/NJSkris88+Y+7cuaSkpDjE27dvT21trcu2jeWPypY46J1LERGRVqU+vH9LT6FZHDt2DJvNRkxMjMu4YRj2k9tflJaWxttvv42Hhwdr1qxpsg+AU6dOcePGDb773e82WcdsNjN06FCHk+qNPvzwQ1asWIHVaiUlJcXl6mdISAiXLl1y2bfFYiEwMBBvb+8mx3/YKLkUERFpRf4WJ7Jbo9zcXDw8PFzepFNZWUlJSQmpqalOsb1797Jx40YCAgJYu3aty5PfXxwHYPjw4S7jVquV06dPuxzr6NGjvP7663h6evLWW28xbtw4l31ERERQUFBAWVkZoaGh9vLa2lqKi4ubHPthpW1xERERaXbnz58nLCzM6XuTcHfV0s/Pj4EDBzqUZ2VlsWnTJjp27Mj27du/NLFsHMfX17fJLfGcnBysVqv9E0SNLly4wKpVq/Dy8mLz5s1NJpYAEydOBGDPnj0O5fv27eP27dtMnjz5S+f5MNHKpYiIiDSr+vp6ysrKGDZsmMt44005X9ym3rBhAzabjVGjRlFUVERRUZFT2y/ezFNaWkq3bt2aPFBjGAZ9+/Z1+sTRli1bsFqtREVFYbFYyMjIcGobHR1tv288NjYWk8nEtWvXGD58OPn5+aSnpzNq1Ciio6Pv9zgeOkouRUREpFldvXqVhoYGOnTo4BRrvClnyZIlDuWVlZWUlpYCd2/EaerWmy8ml1euXKFPnz5NziUrK4vx48c7lNXV1dlv+zEMA8MwXLZNT0+3f4Jo+fLl9OjRg0OHDnHs2DGCgoJITEwkISHhkbpXHKBNdXV10+fnRURExK2qqqro2rVrS09DHnCt+d+R3rkUEREREbdRcikiIiIibqPkUkRERETcRsmliIiIiLiNkksRERERcRsllyIiIiLiNkouRURERMRtlFyKiIiIiNsouRQRERERt1FyKSIiIiJuo+RSRERERNxGyaWIiIiIuI1XS09AREREHg3l5eVMmzbtvnWCg4M5cOCA/e/c3Fzmz5+PyWQiNDSU6upqduzYwUcffURVVRX+/v48++yzzJ8/nyeeeMKhr88//5x3330Xs9nM1atXCQoKYuLEiSQmJtKuXTunsS9dusSUKVPYunUrkZGR1NbWsmvXLjIzM6moqMDX15cBAwaQlJRERESEQ9v6+nr2799Peno6FRUVdO7cmZiYGBITE/Hx8fnGz+xBpORSREREmkWnTp1YvXq1y1hGRgbHjx9n7NixDuVms5mwsDBCQ0OxWq0sWLCAkpISYmNj6d+/P+Xl5aSlpXH8+HF27txJeHg4ADU1NbzwwgtcunSJqVOn0rdvX06dOsVvfvMbzp8/z+bNm53mYBgG7du3Z+DAgdhsNlJTU8nOzmbcuHHExcVx5coV0tLSSE5OZtOmTQwdOtTedu3atZhMJp577jlmz55NYWEhu3fvpqCggM2bN9OmTRs3PsnWTcmliIiINAtfX18mTZrkVF5UVEROTg7PPPMMixYtcogZhsHIkSMB2Lt3L8XFxSxbtozp06fb64wfP5558+bxzjvvsHHjRgAOHDhAeXk5L730EgkJCQDMmDGDN998k0OHDpGVlcWIESMcxjKbzURGRtK2bVuOHDlCdnY2zz//PAsXLrTXmTp1KnFxcaxfv579+/cDcO7cOUwmE9OnT2fZsmX2uiEhIWzbto3MzEwmTJjw1zy6B4reuRQREZEW09DQwJo1awBYsWIFXl5/Wfeqqqri4sWLREVFAZCdnU3btm2ZOnWqQx/9+vWjV69e5OTk2Ms+/fRTAL7zne841I2OjgbuJrT3unPnDqdOnbKPdeLECeBuQnqvbt26MXjwYEpKSqiurgbg8OHDAMydO9eh7pw5c/D29rbHHxVauRQREWlFbp16paWn0CTfIZvc3ufBgwcpKioiMTGRsLAwh5hhGPj6+jJo0CAA3nzzTS5fvoynp6dDPZvNxpUrV/Dw+Mua2eOPPw7AJ598Yt8qBygtLQWga9euDn3k5uZy8+ZN+2rm4sWLmTlzJkFBQU5zvnz5MoB9vLy8PAICApzm7+PjQ3h4OOfOnfuKT+PhoORSRESkFWm4VtDSU2g2dXV17Ny5k44dO9q3ru9lNpsZMmSI/fBNly5d6NKli1O9I0eO8PnnnzN69Gh72bRp0zh69CibNm3C29ubPn36cPbsWX79618THh7Oc88959CHYRj07t2bbt26ARAYGEhgYKDTWGfPniUvL48+ffoQEBAAgMVioXv37i5/Y1BQEPn5+dTU1ODv7//VHswDTtviIiIi0iIyMzOxWCzMnj0bX19fh1hdXR0nT560v2/ZlOLiYtatW4enpydJSUn28vbt27NgwQJsNhuvvvoq3/ve91i5ciWPPfYY//RP/+R0gttsNn/pWBaLhZUrVwKQnJxsL6+pqXGaf6PGcW7dunXfvh8mSi5FRESkRbz//vt4e3sza9Ysp9iZM2e4cePGfRO+wsJCFi5cyPXr11m6dClPPfWUPfZf//VfvPTSS9hsNl5++WXWrVvHCy+8QFVVFcnJyVy6dMlet6ysjNLS0vuOVV5ezoIFC6ioqCA+Pp4xY8bYYzabrcl2jbF7t+wfdtoWFxERkWZXVVVFXl4eY8eOtW8v38tsNtOzZ0+Cg4NdtjcMgzfeeIObN2+ydOlSZs6c6RB/55138Pb2ZufOnYSGhgIwZswYhgwZwoIFC9i4cSO//OUv7WP5+/szYMAAl2Pl5+ezdOlS/vznPzN37lxSUlIc4u3bt6e2ttZl28byR2VLHJRcioiItCoeAf1aegrN4tixY9hsNmJiYlzGDcOwn9z+orS0NN5++208PDxYs2aNUx/V1dVYLBaioqLsiWWjwYMH8/jjj3Py5El7mdlsZujQoQ4n1Rt9+OGHrFixAqvVSkpKCvHx8U51QkJCHFZC72WxWAgMDMTb29tl/GGk5FJERKQV+VucyG6NcnNz8fDwcPgQeaPKykpKSkpITU11iu3du5eNGzcSEBDA2rVrGTx4sFMdLy8v2rRpQ0NDg8ux6+vr7dvVVquV06dPuxzr6NGjvP7663h6evLWW28xbtw4l/1FRERQUFBAWVmZQzJbW1tLcXExw4cPd/0QHlKPzgsAIiIi0mqcP3+esLAw/Pz8nGKGYeDn58fAgQMdyrOysti0aRMdO3Zk+/btLhNLuLsF/cwzz3Dy5EkuXLjg1Mdnn33GsGHDAMjJycFqtTp9UP3ChQusWrUKLy8vNm/e3GRiCTBx4kQA9uzZ41C+b98+bt++zeTJk5ts+zDSyqWIiIg0q/r6esrKyuwJ3hc13pTzxW3qDRs2YLPZGDVqFEVFRU4fQgfsNwC99tprJCcnk5yczIwZM+jRowcXLlwgPT2dxx57zP7epGEY9O3b1+kTR1u2bMFqtRIVFYXFYiEjI8NprOjoaPt947GxsZhMJq5du8bw4cPJz88nPT2dUaNG2T/c/qhQcikiIiLN6urVqzQ0NNChQwenWONNOUuWLHEor6ystH8A/fDhw03eetOYXPbu3Zs9e/awY8cODh8+zNWrV3nssceYPHkyf/d3f2f/iHpWVhbjx4936KOurs5+249hGBiG4XKs9PR0+yeIli9fTo8ePTh06BDHjh0jKCiIxMREEhISHql7xQHaVFdXN31+XkRERNyqqqrK6XYYka+rNf870juXIiIiIuI2Si5FRERExG2UXIqIiIiI2yi5FBERERG3UXIpIiIiIm6j5FJERERE3EbJpYiIiIi4jZJLEREREXEbJZciIiIi4jZKLkVERETEbZRcioiIiIjbKLkUEREREbdRcikiIiIibuPV0hMQERGRR0N5eTnTpk27b53g4GAOHDhg/zs3N5f58+djMpkIDQ2lurqaHTt28NFHH1FVVYW/vz/PPvss8+fP54knnnDoq7KyknfffZesrCysVis9e/Zk9uzZTJo0yeXYly5dYsqUKWzdupXIyEhqa2vZtWsXmZmZVFRU4Ovry4ABA0hKSiIiIsKhbX19Pfv37yc9PZ2Kigo6d+5MTEwMiYmJ+Pj4fKPn9aBScikiIiLNolOnTqxevdplLCMjg+PHjzN27FiHcrPZTFhYGKGhoVitVhYsWEBJSQmxsbH079+f8vJy0tLSOH78ODt37iQ8PByAiooK5s2bx5UrV5g8eTL9+/cnJyeHVatWUVBQwJIlS5zmYBgG7du3Z+DAgdhsNlJTU8nOzmbcuHHExcVx5coV0tLSSE5OZtOmTQwdOtTedu3atZhMJp577jlmz55NYWEhu3fvpqCggM2bN9OmTRs3PsnWTcmliIiINAtfX1+Xq4ZFRUXk5OTwzDPPsGjRIoeYYRiMHDkSgL1791JcXMyyZcuYPn26vc748eOZN28e77zzDhs3bgRg8+bNXL58mZ/97Gd8//vfB2DmzJl0796df/3Xf2XMmDEMHjzYYSyz2UxkZCRt27blyJEjZGdn8/zzz7Nw4UJ7nalTpxIXF8f69evZv38/AOfOncNkMjF9+nSWLVtmrxsSEsK2bdvIzMxkwoQJf82je6DonUsRERFpMQ0NDaxZswaAFStW4OX1l3WvqqoqLl68SFRUFADZ2dm0bduWqVOnOvTRr18/evXqRU5ODgB37tzBMAy+9a1vOSShAPPmzQPAZDI5lN+5c4dTp07Zxzpx4gQAM2bMcKjXrVs3Bg8eTElJCdXV1QAcPnwYgLlz5zrUnTNnDt7e3vb4o0IrlyIiIq3IP/9uTUtPoUnJk1e6vc+DBw9SVFREYmIiYWFhDjHDMPD19WXQoEEAvPnmm1y+fBlPT0+HejabjStXruDhcXfNrLq6GqvVSu/evZ22ozt06ECnTp3Iz893KM/NzeXmzZuMGDECgMWLFzNz5kyCgoKc5nz58mUA+3h5eXkEBAQ4zd/Hx4fw8HDOnTv3tZ7Jg07JpYiISCvyWVVxS0+h2dTV1bFz5046duxIQkKCU9xsNjNkyBDatWsHQJcuXejSpYtTvSNHjvD5558zevRo4O72O8CNGzec6tbX13P9+nVqa2sdyg3DoHfv3nTr1g2AwMBAAgMDndqfPXuWvLw8+vTpQ0BAAAAWi4Xu3bu7/I1BQUHk5+dTU1ODv79/U4/ioaJtcREREWkRmZmZWCwWZs+ebU8IG9XV1XHy5En7+5ZNKS4uZt26dXh6epKUlASAv78/4eHhnD17loqKCof6H3zwAXV1dVitVodys9n8pWNZLBZWrry7epucnGwvr6mpcZp/o8aT4rdu3bpv3w8TJZciIiLSIt5//328vb2ZNWuWU+zMmTPcuHHjvglfYWEhCxcu5Pr16yxdupSnnnrKHktOTsZqtfLyyy+TlZVFeXk5//mf/8k//MM/EBAQ4PBuZ1lZGaWlpfcdq7y8nAULFlBRUUF8fDxjxoyxx2w2W5PtGmONW+iPAm2Li4iISLOrqqoiLy+PsWPH2reX72U2m+nZsyfBwcEu2xuGwRtvvMHNmzdZunQpM2fOdIiPHTuWFStWsGnTJl5++WUAOnbsyMsvv8zvf/97iov/8vqB2WzG39+fAQMGuBwrPz+fpUuX8uc//5m5c+eSkpLiEG/fvr3TNnujxvJHZUsclFyKiIi0Kt/qGt7SU2gWx44dw2azERMT4zJuGIb95PYXpaWl8fbbb+Ph4cGaNWua7GPKlCl897vf5cKFC3h4eNC7d2/atWvHjh076NGjh72e2Wxm6NChDquZjT788ENWrFiB1WolJSWF+Ph4pzohISFcunTJ5RwsFguBgYF4e3u7jD+MlFyKiIi0In+LE9mtUW5uLh4eHg4fIm9UWVlJSUkJqampTrG9e/eyceNGAgICWLt2rdO3KhsZhsG1a9eYNGmSw206n3zyCZWVlUyePBkAq9XK6dOnXY519OhRXn/9dTw9PXnrrbcYN26cy7EiIiIoKCigrKyM0NBQe3ltbS3FxcUMHz78/g/jIfPovAAgIiIircb58+cJCwvDz8/PKWYYBn5+fgwcONChPCsri02bNtGxY0e2b9/eZGIJ8N///d+sXr2aTz/91F52584dtmzZgre3t/37lTk5OVitVvsniBpduHCBVatW4eXlxebNm5tMLAEmTpwIwJ49exzK9+3bx+3bt+2J7KNCK5ciIiLSrOrr6ykrK2PYsGEu44035Xxxm3rDhg3YbDZGjRpFUVERRUVFTm0bbwD60Y9+xP/8z/+wePFifvCDH+Dj40NGRgZ5eXm8/vrr9k8aGYZB3759nT5xtGXLFqxWK1FRUVgsFjIyMpzGio6Ott83Hhsbi8lk4tq1awwfPpz8/HzS09MZNWoU0dHR3+QxPbCUXIqIiEizunr1Kg0NDXTo0MEp1nhTzhfv/q6srKS0tBS4eyNOU7feNCaX4eHhvPvuu2zfvp3du3fT0NBA37592bJli0NSm5WVxfjx4x36qKurs9/2YxgGhmG4HCs9Pd3+CaLly5fTo0cPDh06xLFjxwgKCiIxMZGEhIRH6l5xgDbV1dVNn58XERERt6qqqqJr164tPQ15wLXmf0d651JERERE3EbJpYiIiIi4jZJLEREREXEbJZciIiIi4jZKLkVERETEbZRcioiIiIjbKLkUEREREbdRcikiIiIibqPkUkRERETcRsmliIiIiLiNkksRERERcRsllyIiIiLiNkouRURERMRtvFp6AiIiIvJoKC8vZ9q0afetExwczIEDB+x/5+bmMn/+fEwmE6Ghody4cYP33nuPo0ePYrFY6NatG7GxscTHx+Pl5ZjW1NbWsnv3bo4cOUJVVRXdunVj2rRpxMXF4enp6TT2pUuXmDJlClu3biUyMpLa2lp27dpFZmYmFRUV+Pr6MmDAAJKSkoiIiHBoW19fz/79+0lPT6eiooLOnTsTExNDYmIiPj4+3/yhPYCUXIqIiEiz6NSpE6tXr3YZy8jI4Pjx44wdO9ah3Gw2ExYWRmhoKHV1dSxZsoT//d//ZerUqTz55JN8/PHHbNu2jbNnz7Jx40Z7u4aGBn72s5+RlZXFlClTePrpp8nOzmbLli18+umnLF++3GkOhmHQvn17Bg4ciM1mIzU1lezsbMaNG0dcXBxXrlwhLS2N5ORkNm3axNChQ+1t165di8lk4rnnnmP27NkUFhaye/duCgoK2Lx5M23atHHTU2z9lFyKiIhIs/D19WXSpElO5UVFReTk5PDMM8+waNEih5hhGIwcORK4m4CeOXOGRYsW8eMf/xiA73//+/j7+/Pb3/6WEydO2BO+P/zhD5jNZl566SUSEhIAmD59Ov/wD/+AyWRi6tSpTquPZrOZyMhI2rZty5EjR8jOzub5559n4cKF9jpTp04lLi6O9evXs3//fgDOnTuHyWRi+vTpLFu2zF43JCSEbdu2kZmZyYQJE/7ax/fA0DuXIiIi0mIaGhpYs2YNACtWrHDY2q6qquLixYtERUUBUFNTQ+/evfne977n0MewYcMAKCgosJf97ne/o23btsyaNcuhbmNSevjwYYfyO3fucOrUKftYJ06cAGDGjBkO9bp168bgwYMpKSmhurraoa+5c+c61J0zZw7e3t5OYz3stHIpIiLSitz7vmFr88Wkzh0OHjxIUVERiYmJhIWFOcQMw8DX15dBgwYBEBcXR1xcnFMfhYWFwN33NRvl5eURHh6Or6+vQ93Q0FA6derEuXPnHMpzc3O5efMmI0aMAGDx4sXMnDmToKAgp/EuX74MgIeHh32sgIAAp/n7+PgQHh7uNNbDTsmliIhIK2KxWFp6Cs2mrq6OnTt30rFjR/vW9b3MZjNDhgyhXbt2TjGr1UpFRQUffPABv/nNb3j66aeJjo4G7h7kuXbtmj0p/aKgoCDKy8sdygzDoHfv3nTr1g2AwMBAAgMDndqePXuWvLw8+vTpQ0BAAHD3v1n37t2bHCs/P5+amhr8/f2bfBYPE22Li4iISIvIzMzEYrEwe/ZspxXGuro6Tp48aX/f8ovS09OZNWsW27Zto0OHDvz0pz+lbdu2wN3tc4D27du7bOvj48OtW7ccysxmc5NjNbJYLKxcuRKA5ORke3lNTY3T/O8dC3Aa72Gm5FJERERaxPvvv4+3t7fTe5EAZ86c4caNG00mfBEREaxbt45XX32Vdu3akZSUxB//+EcAbDabw/9+kc1mc/gUUVlZGaWlpfdNLsvLy1mwYAEVFRXEx8czZswYh/6a0hhr3EJ/FGhbXERERJpdVVUVeXl5jB071r69fC+z2UzPnj0d3qO819NPP23//2PGjGHOnDm8/fbbjBo1yr5iWVtb67JtbW0tfn5+DmP5+/szYMAAl/Xz8/NZunQpf/7zn5k7dy4pKSkO8fbt2993LOCR2RIHJZciIiKtiqsDJA+jY8eOYbPZiImJcRk3DMN+cvvLNJ7g/uMf/0h1dbX9fcmm3l+1WCwOSavZbGbo0KFOH2EH+PDDD1mxYgVWq5WUlBTi4+Od6oSEhHDp0qUmxwoMDMTb2/sr/ZaHgZJLERGRVuRvcSK7NcrNzcXDw8PhQ+SNKisrKSkpITU11aF8yZIlfPLJJ6SlpTklgjdv3sTDw8N++Ofpp5/m1KlT1NbWOtyQU1ZWRnV1tT2ptVqtnD592mksgKNHj/L666/j6enJW2+9xbhx41z+loiICAoKCigrKyM0NNReXltbS3FxMcOHD/+KT+Xh8Oi8ACAiIiKtxvnz5wkLC3PYnm5kGAZ+fn4MHDjQoTw4OJiKigoOHTrkUJ6bm0tubi6RkZH2LfGJEyditVrtHzpvtGfPHgBiY2MByMnJwWq12j9B1OjChQusWrUKLy8vNm/e3GRi2TjWvX032rdvH7dv32by5MlNtn0YaeVSREREmlV9fT1lZWX2j59/UeNNOV9cnXzhhRcwm82sW7eOwsJCnnzyST755BNMJhOBgYG89tpr9rrf/e53OXDgANu2baO8vJz+/ftz/Phx/vCHP/CDH/yAJ598EribyPbt25cuXbo4jLVlyxasVitRUVFYLBYyMjKc5hkdHW2/bzw2NhaTycS1a9cYPnw4+fn5pKenM2rUKPsnkh4VSi5FRESkWV29epWGhgY6dOjgFGu8KWfJkiVOsc6dO7Nr1y62b9/OH//4Rw4cOMBjjz3G5MmTeeGFF+jatau9bps2bVi/fj07duzg97//Pb/73e8ICQlhyZIlzJ49214vKyuL8ePHO4xTV1dHTk4OcDf5NAzD5e9IT0+3f4Jo+fLl9OjRg0OHDnHs2DGCgoJITEwkISHhkbpXHKBNdXV10+fnRURExK2qqqockiCRb6I1/zvSO5ciIiIi4jZKLkVERETEbZRcioiIiIjbKLkUEREREbdRcikiIiIibqPkUkRERETcRsmliIiIiLiNkksRERERcRsllyIiIiLiNkouRURERMRtlFyKiIiIiNsouRQRERERt1FyKSIiIiJu49XSExAREZFHQ3l5OdOmTbtvneDgYA4cOGD/Ozc3l/nz52MymQgNDeXGjRu89957HD16FIvFQrdu3YiNjSU+Ph4vr6bTmvLycuLi4khNTSU2NtZlnUuXLjFlyhS2bt1KZGQktbW17Nq1i8zMTCoqKvD19WXAgAEkJSURERHh0La+vp79+/eTnp5ORUUFnTt3JiYmhsTERHx8fL76Q3oIKLkUERGRZtGpUydWr17tMpaRkcHx48cZO3asQ7nZbCYsLIzQ0FDq6upYsmQJ//u//8vUqVN58skn+fjjj9m2bRtnz55l48aNLvu+fPkyS5Ys4datW/edn2EYtG/fnoEDB2Kz2UhNTSU7O5tx48YRFxfHlStXSEtLIzk5mU2bNjF06FB727Vr12IymXjuueeYPXs2hYWF7N69m4KCAjZv3kybNm2+5tN6cCm5FBERkWbh6+vLpEmTnMqLiorIycnhmWeeYdGiRQ4xwzAYOXIkcDcBPXPmDIsWLeLHP/4xAN///vfx9/fnt7/9LSdOnHBI+ODuyufKlSu5dOnSl87PbDYTGRlJ27ZtOXLkCNnZ2Tz//PMsXLjQXmfq1KnExcWxfv169u/fD8C5c+cwmUxMnz6dZcuW2euGhISwbds2MjMzmTBhwld8Sg8+vXMpIiIiLaahoYE1a9YAsGLFCoet7aqqKi5evEhUVBQANTU19O7dm+9973sOfQwbNgyAgoICh/K1a9cyf/58bDYb06dPv+887ty5w6lTp+xjnThxAoAZM2Y41OvWrRuDBw+mpKSE6upqAA4fPgzA3LlzHerOmTMHb29ve/xRoZVLERGRVmT/tH9r6Sk0aXb63C+v9DUdPHiQoqIiEhMTCQsLc4gZhoGvry+DBg0CIC4ujri4OKc+CgsLgbvva97rwoULxMfHk5iYyAcffIDJZGpyHrm5udy8eZMRI0YAsHjxYmbOnElQUJBT3cuXLwPg4XF3jS4vL4+AgACn+fv4+BAeHs65c+fu+wweNkouRUREWpHK3IqWnkKzqaurY+fOnXTs2JGEhASnuNlsZsiQIbRr184pZrVaqaio4IMPPuA3v/kNTz/9NNHR0Q51tm7d6rKtK4Zh0Lt3b7p16wZAYGAggYGBTvXOnj1LXl4effr0ISAgAACLxUL37t1d9hsUFER+fj41NTX4+/t/pbk86LQtLiIiIi0iMzMTi8XC7Nmz8fX1dYjV1dVx8uRJ+/uWX5Sens6sWbPYtm0bHTp04Kc//Slt27Z1qPNVE0u4m8g2NVYji8XCypUrAUhOTraX19TUOM2/UeNJ8S87TPQwUXIpIiIiLeL999/H29ubWbNmOcXOnDnDjRs3mkz4IiIiWLduHa+++irt2rUjKSmJP/7xj99oHmVlZZSWlt43uSwvL2fBggVUVFQQHx/PmDFj7DGbzdZku8ZY4xb6o0Db4iIiItLsqqqqyMvLY+zYsfbt5XuZzWZ69uzp9B5lo6efftr+/8eMGcOcOXN4++23GTVq1Neei9lsxt/fnwEDBriM5+fns3TpUv785z8zd+5cUlJSHOLt27entrbWZdvG8kdlSxyUXIqIiLQq3Qe5TqYeNseOHcNmsxETE+MybhiG/eT2l2k8wf3HP/6R6upql+9K3o/ZbGbo0KEuP8L+4YcfsmLFCqxWKykpKcTHxzvVCQkJafJTRxaLhcDAQLy9vb/WnB5kSi5FRERakb/FiezWKDc3Fw8PD6fvUgJUVlZSUlJCamqqQ/mSJUv45JNPSEtLc0oEb968iYeHx9d6zxLuHgw6ffq001gAR48e5fXXX8fT05O33nqLcePGuewjIiKCgoICysrKCA0NtZfX1tZSXFzM8OHDv9acHnSPzgsAIiIi0mqcP3+esLAw/Pz8nGKGYeDn58fAgQMdyoODg6moqODQoUMO5bm5ueTm5hIZGUn79u2/1jxycnKwWq32TxA1unDhAqtWrcLLy4vNmzc3mVgCTJw4EYA9e/Y4lO/bt4/bt28zefLkrzWnB51WLkVERKRZ1dfXU1ZWZv/4+Rc13pTzxdXJF154AbPZzLp16ygsLOTJJ5/kk08+wWQyERgYyGuvvfa152IYBn379qVLly4O5Vu2bMFqtRIVFYXFYiEjI8OpbXR0tP2+8djYWEwmE9euXWP48OHk5+eTnp7OqFGjnD6R9LBTcikiIiLN6urVqzQ0NNChQwenWONNOUuWLHGKde7cmV27drF9+3b++Mc/cuDAAR577DEmT57MCy+8QNeuXb/2XLKyshg/frxDWV1dHTk5OcDd5NMwDJdt09PT7Z8gWr58OT169ODQoUMcO3aMoKAgEhMTSUhIeKTuFQdoU11d3fT5eREREXGrqqqqb5QEidyrNf870juXIiIiIuI2Si5FRERExG2UXIqIiIiI2yi5FBERERG3UXIpIiIiIm6j5FJERERE3EbJpYiIiIi4jZJLEREREXEbJZciIiIi4jZKLkVERETEbZRcioiIiIjbKLkUEREREbdRcikiIiLNqrS0lGXLljFhwgSioqKYNWsWe/fupaGhwalubm4uQ4cOpayszCl2/fp1YmNj+ed//ucmx7p9+zajR4/m4MGDANTV1fFv//ZvxMXF8Z3vfIfo6GhefPFFsrKyXLY/fPgw8fHxjB49mkmTJrF27VquXbv2DX/5o0HJpYiIiDSb8vJykpKS+Oijj5gyZQpLliwhKCiIjRs3snbtWqf6ZrOZsLAwQkNDHcpra2t59dVXsVgs9x3v9OnT1NbWMmLECAB++ctfsnnzZrp06UJKSgrz5s3DYrHwyiuvcPjwYYe27733HmvWrKFjx44sXryYiRMncuDAARYsWEBtbe1f+SQeXl4tPQERERF5dPzbv/0b165d4+///u+ZMGECADNnzmThwoX8x3/8B3PmzOGJJ56w1zcMg5EjRzr0UVxczBtvvEFxcfGXjmc2m+nbty9du3bl448/5uDBg3z3u9/lF7/4hb3OjBkzmDt3Lps2bSImJoa2bdty6dIlduzYwciRI9mwYQMeHnfX4/r168eKFSv47W9/y49//GM3PJGHj1YuRUREpNl8+umnAHznO99xKB8zZgwARUVF9rKqqiouXrxIVFSUvey9994jPj6eqqoqfvjDH37peGaz2Z6cnjhxAribTN7L39+fMWPGcO3aNS5cuADAkSNHuHPnDnFxcfbEEiAmJobg4GCnVU75C61cioiItCITDt9/m7cl/Xds0F/dxxNPPEF2djaffPIJTz/9tL28Mens2rWrvcwwDHx9fRk0aJC9rLCwkNjYWObPn09paSn//u//3uRYf/rTn/jss8/syeWcOXMYPXo0jz/+uFPdy5cvA+Dp6QlAXl4eABEREU51+/fvzx/+8Adqamrw9/f/yr/9UaHkUkREpBU5WXWnpafwN5WQkMDx48dZs2YNr776KqGhoXz00Uf8x3/8B5GRkQwcONBe12w2M2TIENq1a2cvW716tf3v0tLS+45lGAYBAQF8+9vfBu6uUPbt29epXllZGR988AEdO3YkPDwcAIvFQocOHfDz83OqHxR0N8kuLy932d+jTsmliIiINJsuXbrw4osv8otf/IKXXnrJXj5gwADWrVtHmzZtgLunuk+ePMmiRYsc2t+baH4ZwzAYNmyYfTXSlZqaGpYtW8bt27dZvHgxXl5e9nJfX1+XbXx8fAB0qKcJeudSREREms3u3btZtmwZnTt35qc//Sn/+I//SFxcHPn5+SxcuJDr168DcObMGW7cuOF0mOerqq2tJTc3977tr169SkpKCgUFBYwfP55Zs2bZYzabrcl2jbF738WUv9DKpYiIiDSLmpoadu7cSdeuXdm1axcBAQEAjB07ln79+rFq1Sp27dpFSkoKZrOZnj17Ehwc/I3GOnXqFLdv37Z/guiLPvvsM5YsWcKnn37KhAkTWL16tX3VFMDPz4+rV6+6bNu4Yqn3LV1TcikiItKKRHZt29JT+Jv59NNPsVqtREdH2xPLRjExMfzyl7+0n+g2DMPhlPjXZTab6devH507d3aKffzxx7z66qtUV1czZ84cXnnlFadVyJCQEAoKCrh165bT9rjFYsHDw8Ph8JH8hZJLERGRVsQdJ7Jbq8b3Jevr651iNpuNhoYGbDYblZWVlJSUkJqa+o3HMpvN/L//9/+cys+ePUtKSgpWq5Wf/OQnzJkzx2X7p59+mqNHj3Lu3DmGDBniEMvPz6dXr14uD/uI3rkUERGRZtKrVy+Cg4PJzMx0ulnnwIEDWK1Whg0bhmEY+Pn5OZwc/zr+7//+j/Lycqct8aqqKlJTU6mtreXnP/95k4klwPjx4/Hy8uJf/uVfHN6/PHLkCJWVlcTGxn6juT0KtHIpIiIizcLDw4Ply5fzk5/8hISEBL7//e/z2GOP8fHHH5ORkUHPnj2ZN28eP//5z4mMjLSf3P66DMMgMDDQ4TuaADt37qS6upqIiAhsNhsZGRlObYcOHcpjjz1GcHAw8+bNY8eOHSxevJjx48fz6aefsn//fvr378/3v//9bzS3R4GSSxEREWk2w4YN49e//jW//vWv2b9/Pzdv3iQoKIgf/vCHJCUl4e3tzalTp1iyZMk3HiMrK4vhw4c7vUeZnZ0N3P1AeuNH0r/o3Xff5bHHHgPg7/7u7+jcuTO//e1vWbduHZ07d2batGnMnz/f/jkicdamurq66bP2IiIi4lZVVVU6CCJ/tdb870jvXIqIiIiI2yi5FBERERG3UXIpIiIiIm6j5FJERERE3EbJpYiIiIi4jZJLEREREXEbJZciIiIi4jZKLkVERETEbZRcioiIiIjbKLkUEREREbdRcikiIiIibqPkUkRERETcRsmliIiIiLiNV0tPQERERB4tpaWl/OpXv+LUqVPcvHmT0NBQpk+fzuzZs/HwcFz3ys3NZf78+ZhMJkJDQ6murmbHjh189NFHVFVV4e/vz7PPPsv8+fN54oknnMa6ffs248eP59VXX2Xq1KnU1dWxf/9+Dh8+zGeffYaXlxf9+vUjISGBESNGOLU/fPgw+/bt49NPP8XPz4+xY8fy4osvEhAQ8Ld6PA88JZciIiLSbMrLy0lKSsJqtfKDH/yAkJAQPvjgAzZu3EhpaSk/+9nPHOqbzWbCwsIIDQ3FarWyYMECSkpKiI2NpX///pSXl5OWlsbx48fZuXMn4eHhDu1Pnz5NbW2tPXH85S9/ycGDBxk2bBjTp0/n1q1bHDhwgFdeeYUVK1YQGxtrb/vee++xbds2IiMjWbx4MeXl5fz2t7/l7Nmz/PrXv8bHx+dv/8AeQEouRUREpNn827/9G9euXePv//7vmTBhAgAzZ85k4cKF/Md//Adz5sxxWIE0DIORI0cCsHfvXoqLi1m2bBnTp0+31xk/fjzz5s3jnXfeYePGjQ7jmc1m+vbtS9euXfn44485ePAg3/3ud/nFL35hrzNjxgzmzp3Lpk2biImJoW3btly6dIkdO3YwcuRINmzYYF9R7devHytWrOC3v/0tP/7xj/9Wj+mBpncuRUREpNl8+umnAHznO99xKB8zZgwARUVF9rKqqiouXrxIVFQUANnZ2bRt25apU6c6tO3Xrx+9evUiJyfHaTyz2WxPTk+cOAHcTSbv5e/vz5gxY7h27RoXLlwA4MiRI9y5c4e4uDiHrfqYmBiCg4M5fPjw1//xjwitXIqIiLQivmsWtvQUmnRr5ba/uo8nnniC7OxsPvnkE55++ml7eWPS2bVrV3uZYRj4+voyaNAgAN58800uX76Mp6enQ582m40rV644va/5pz/9ic8++8yeXM6ZM4fRo0fz+OOPO83r8uXLAPa+8/LyAIiIiHCq279/f/7whz9QU1ODv7//13sAjwAllyIiIq2IZ3F+S0/hbyohIYHjx4+zZs0aXn31VUJDQ/noo4/4j//4DyIjIxk4cKC9rtlsZsiQIbRr1w6ALl260KVLF6c+jxw5wueff87o0aMdyg3DICAggG9/+9vA3RXKvn37OrUvKyvjgw8+oGPHjvZ3Ni0WCx06dMDPz8+pflBQEHD3/VFX/T3qlFyKiIhIs+nSpQsvvvgiv/jFL3jppZfs5QMGDGDdunW0adMGgLq6Ok6ePMmiRYvu219xcTHr1q3D09OTpKQkh5hhGAwbNsxppfNeNTU1LFu2jNu3b7N48WK8vLzs5b6+vi7bNB7kqa2t/fIf/AjSO5ciIiLSbHbv3s2yZcvo3LkzP/3pT/nHf/xH4uLiyM/PZ+HChVy/fh2AM2fOcOPGDfuWtiuFhYX2NkuXLuWpp56yx2pra8nNzb1v+6tXr5KSkkJBQQHjx49n1qxZ9pjNZmuyXWPsi9vwcpdWLkVERKRZ1NTUsHPnTrp27cquXbvs34ocO3Ys/fr1Y9WqVezatYuUlBTMZjM9e/YkODjYZV+GYfDGG29w8+ZNli5dysyZMx3ip06d4vbt2y6/XQnw2WefsWTJEj799FMmTJjA6tWr7aumAH5+fly9etVl28YVS71v6ZqSSxERkVakPrx/S0/hb+bTTz/FarUSHR3t9BHymJgYfvnLX9pPdBuGYT8l/kVpaWm8/fbbeHh4sGbNGmJiYpzqmM1m+vXrR+fOnZ1iH3/8Ma+++irV1dXMmTOHV155xWkVMiQkhIKCAm7duuW0PW6xWPDw8HA4fCR/oeRSRESkFXHHiezWqvFgTn19vVPMZrPR0NCAzWajsrKSkpISUlNTnert3buXjRs3EhAQwNq1axk8eLDLscxmM//v//0/p/KzZ8+SkpKC1WrlJz/5CXPmzHHZ/umnn+bo0aOcO3eOIUOGOMTy8/Pp1auXy8M+oncuRUREpJn06tWL4OBgMjMzsVgsDrEDBw5gtVoZNmwYhmHg5+fncHIcICsri02bNtGxY0e2b9/eZGL5f//3f5SXlzttiVdVVZGamkptbS0///nPm0ws4e6H2b28vPiXf/kXh/cvjxw5QmVlpcNNPuJIK5ciIiLSLDw8PFi+fDk/+clPSEhI4Pvf/z6PPfYYH3/8MRkZGfTs2ZN58+bx85//nMjISPvJ7UYbNmzAZrMxatQoioqKHD643mjSpEkYhkFgYKDDdzQBdu7cSXV1NREREdhsNjIyMpzaDx06lMcee+z/Z+/ew6qqFr2Pf0UUETIOCgaUgZabrebRElDxggnZhV3eMlBPZJQXVBLDCsu8bO2Y7lLrpJWy0Tqa2hHUbHM8r/la27UURVFfJLwHCuriZIioLETW+4cPc7f2gi62QtTf53l69uO4zDHm3Pzxe8YcYy78/PwYNWoUS5cuZeLEiURGRlJYWMiaNWvo0KEDgwcPdu7DuYU0Ki0trfs4lIiIiDhVSUnJbb9XLz8/n9TUVHJycrh06RK+vr7069eP+Ph43NzciIyMJCkpiYEDBxp9zpw54/DLPLXZtWsXEyZMwNvbm1mzZtnVDRw4kOLi4p/sv2TJEh566CHj3+vWrWPt2rWcOnUKb29v+vTpw5gxYxz2jNa3hvx3pHApIiJSjxpyKJCbR0P+O9KeSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLERERqVcFBQWkpKQQFRVFeHg4w4YN47PPPqO6utqhbU5ODqGhoRQVFQFw8eJFPvjgA4YMGULv3r0ZOnQoy5cvp6qqqtaxKisr6dOnDxs3bgSgqqqKlStXEhsbS69evYiIiGDs2LHs2LGj1v6bNm1i5MiR9OnTh8cee4x58+ZRVlbmpCdxa3K90RMQERGR20dxcTHx8fFYrVaefvpp/P392bZtGwsWLKCgoIDXXnvNrr3ZbKZNmzYEBARQVVVFUlIS/+///T+efPJJ/vCHP3DgwAEWL17M/v37WbBggcN4e/bsoaKigh49egAwd+5cNm7cSFhYGIMGDeLy5cts2LCBSZMmMW3aNKKjo42+y5cvZ/HixYSEhDBx4kSKi4tZu3Yt+/fvJzU1lWbNmv2+D+smpXApIiIi9WblypWUlZUxZ84coqKiABg6dCgJCQmkp6cTExNDYGCg0d5kMtGzZ08AMjMz2bdvHxMmTODZZ58FYPDgwXh6erJ27Vp27dpFaGio3Xhms5n27dvj4+PDgQMH2LhxI4888gizZ8822gwZMoQRI0awcOFCBgwYQJMmTTh79ixLly6lZ8+evPvuu7i4XHvZGxwczLRp01i7dq0xB7Gn1+IiIiJSbwoLCwHo1auXXXnfvn0BOHz4sFFWUlLC0aNHCQ8PB6C8vJz77ruPp556yq5vWFgYAPn5+Q7jmc1mI5zu2rULuBYmf8zT05O+fftSVlbGkSNHANi8eTNXrlwhNjbWCJYAAwYMwM/Pj02bNv3KO799aOVSRESkAbmcPelGT6FO7t0W/uZrBAYGkpWVxfHjx+nYsaNRXhM6fXx8jDKTyYS7uztdu3YFIDY2ltjYWIdrHjp0CAA/Pz+78lOnTnHy5EkjXMbExNCnTx/uvfdeh2ucO3cOgMaNGwOQm5sLQKdOnRzadujQga+++ory8nI8PT1/4Z3fPhQuRUREGpDqMsfVt1tJXFwcO3fuZNasWSQnJxMQEMD27dtJT08nJCSELl26GG3NZjPdunWjadOmDtexWq2cPn2abdu28de//pWOHTsSERFh18ZkMtGiRQseeOAB4NoKZfv27R2uVVRUxLZt27jzzjtp164dABaLhTvuuAMPDw+H9r6+vsC1/aO1Xe92p3ApIiIi9aZVq1aMHTuW2bNnM378eKO8c+fOzJ8/n0aNGgHXTnXv3r2bCRMm1Hqd9evX88477wDwL//yL7z66qs0adLEro3JZCIsLMxYjaxNeXk5KSkpVFZWMnHiRFxdXY1yd3f3WvvUHOSpqKj4hXd9e9GeSxEREak3K1asICUlBW9vb1599VXefvttYmNjycvLIyEhgQsXLgCwb98+Ll68aLzS/medOnVi/vz5JCcn07RpU+Lj4/n73/9u1FdUVJCTk1Nnf4Dz58+TmJhIfn4+kZGRDBs2zKiz2Wx19qup+/FeTPkHrVyKiIhIvSgvL2fZsmX4+PiQlpZGixYtAOjXrx/BwcFMnz6dtLQ0EhMTMZvNBAUFOeyjrPHj/Zp9+/YlJiaGv/zlL/Tu3RuA7OxsKisrjU8Q/bOTJ0+SlJREYWEhUVFRzJw501g1BfDw8OD8+fO19q1ZsdR+y9opXIqIiDQgLi2Cb/QUfjeFhYVYrVYiIiKMYFljwIABzJ071zjRbTKZjFPiP6d169Y8+OCD/P3vf6e0tBQvLy/MZjPBwcF4e3s7tD9w4ADJycmUlpYSExPDpEmTHFYh/f39yc/P5/Llyw6vxy0WCy4uLnaHj+QfFC5FREQaEGecyG6oag7mXL161aHOZrNRXV2NzWbjzJkznDhxgilTpti1SUpK4vjx46xbt87YG1nj0qVLuLi4GGOYzWYef/xxh3H2799PYmIiVquVyZMnExMTU+tcO3bsyNatWzl48CDdunWzq8vLy6Nt27a1HvYR7bkUERGRetK2bVv8/PzYsmULFovFrm7Dhg1YrVbCwsIwmUx4eHjYnRyHa58aOn36NF988YVdeU5ODjk5OYSEhNC8eXO+++47iouLHV6Jl5SUMGXKFCoqKpgxY0adwRIgMjISV1dXPv30U7v9l5s3b+bMmTN2v+Qj9rRyKSIiIvXCxcWFqVOnMnnyZOLi4hg8eDAtW7bkwIEDZGZmEhQUxKhRo5gxYwYhISEOq5MvvPACZrOZ+fPnc+jQIf7whz9w/PhxMjIy8PLy4pVXXgGuvVL38vKy25cJsGzZMkpLS+nUqRM2m43MzEyHOYaGhtKyZUv8/PwYNWoUS5cuZeLEiURGRlJYWMiaNWvo0KEDgwcP/v0e1E2uUWlpad3HoURERMSpSkpKbvu9evn5+aSmppKTk8OlS5fw9fWlX79+xMfH4+bmRmRkJElJSQwcONCh7w8//MBHH33E3//+d86dO0fLli0JDw/nhRdeMJ7rhAkT8Pb2ZtasWXZ9Bw4cSHFx8U/ObcmSJTz00EPGv9etW8fatWs5deoU3t7e9OnThzFjxjjsGa1vDfnvSOFSRESkHjXkUCA3j4b8d6Q9lyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiUq8KCgpISUkhKiqK8PBwhg0bxmeffUZ1dbVD25ycHEJDQykqKqr1Wh988AGhoaHs2bOn1vrKykr69OnDxo0bAaiqqmLlypXExsbSq1cvIiIiGDt2LDt27Ki1/6ZNmxg5ciR9+vThscceY968eZSVlV3nnd8eFC5FRESk3hQXFxMfH8/27dv505/+RFJSEr6+vixYsIB58+Y5tDebzbRp04aAgACHur179/Lpp5/+5Hh79uyhoqKCHj16ADB37lwWLVpEq1atSExMZNSoUVgsFiZNmsSmTZvs+i5fvpxZs2Zx5513MnHiRB599FE2bNjAuHHjqKio+A1P4dbmeqMnICIiIrePlStXUlZWxpw5c4iKigJg6NChJCQkkJ6eTkxMDIGBgUZ7k8lEz549Ha5z4cIFZsyYgaurK5WVlXWOZzabad++PT4+Phw4cICNGzfyyCOPMHv2bKPNkCFDGDFiBAsXLmTAgAE0adKEs2fPsnTpUnr27Mm7776Li8u19bjg4GCmTZvG2rVrefbZZ530VG4tCpciIiINyMdfzrrRU6jT6Cfe/M3XKCwsBKBXr1525X379iU7O5vDhw8b4bKkpISjR4/y0ksvOVzn7bffprq6msGDB7N69eo6xzObzfTv3x+AXbt2AdfC5I95enrSt29fVq9ezZEjR+jQoQObN2/mypUrxMbGGsESYMCAASxevJhNmzYpXNZB4VJERKQBOVly7EZP4XcVGBhIVlYWx48fp2PHjkZ5Tej08fExykwmE+7u7nTt2tXuGn/729/4P//n//D++++zb9++Osc6deoUJ0+eNFY+Y2Ji6NOnD/fee69D23PnzgHQuHFjAHJzcwHo1KmTQ9sOHTrw1VdfUV5ejqen5y+57duK9lyKiIhIvYmLi+Pee+9l1qxZ7N69m+LiYtauXUt6ejohISF06dLFaGs2m+nWrRtNmzY1yoqKipg/fz4xMTGEhob+5Fgmk4kWLVrwwAMPANdWKNu3b4+bm5tdu6KiIrZt28add95Ju3btALBYLNxxxx14eHg4XNfX1xe4tn9UHGnlUkREROpNq1atGDt2LLNnz2b8+PFGeefOnZk/fz6NGjUCrp3q3r17NxMmTDDaXL16lRkzZtC6dWsSEhJ+diyTyURYWJixGlmb8vJyUlJSqKysZOLEibi6uhrl7u7utfZp1qwZgA711EErlyIiIlJvVqxYQUpKCt7e3rz66qu8/fbbxMbGkpeXR0JCAhcuXABg3759XLx40e4wT1paGnl5ecyaNcth9fGfVVRUkJOTU+thoBrnz58nMTGR/Px8IiMjGTZsmFFns9nq7FdT9+O9mPIPWrkUERFpQO7xaXejp/C7KS8vZ9myZfj4+JCWlkaLFi0A6NevH8HBwUyfPp20tDQSExMxm80EBQXh5+cHXNsDmZqayogRI/D19aW0tBT4x+pheXk5paWltGjRAhcXF7Kzs6msrDQ+QfTPTp48SVJSEoWFhURFRTFz5kxj1RTAw8OD8+fP19q3Zkztt6ydwqWIiEgD4owT2Q1VYWEhVquViIgII1jWGDBgAHPnzjVOdJtMJsLDw416s9nM1atX+eSTT/jkk08crj1lyhQA1q9fj7+/P2azmeDgYLy9vR3aHjhwgOTkZEpLS4mJiWHSpEkOq5D+/v7k5+dz+fJlh9fjFosFFxcXu8NH8g8KlyIiIlIvag7mXL161aHOZrNRXV2NzWbjzJkznDhxwgiMAE888YTdYZ8aX375JZmZmbz00kvcf//9tGzZErgWRh9//HGH9vv37ycxMRGr1crkyZOJiYmpda4dO3Zk69atHDx4kG7dutnV5eXl0bZt21oP+4j2XIqIiEg9adu2LX5+fmzZsgWLxWJXt2HDBqxWK2FhYZhMJjw8POzCZEBAAKGhoQ7/1fxyT3BwMKGhobi5ufHdd99RXFzs8Eq8pKSEKVOmUFFRwYwZM+oMlgCRkZG4urry6aef2u2/3Lx5M2fOnCE6OtoJT+TWpJVLERERqRcuLi5MnTqVyZMnExcXx+DBg2nZsiUHDhwgMzOToKAgRo0axYwZMwgJCTFObv9aJpMJLy8vu+9oAixbtozS0lI6deqEzWYjMzPToW9oaCgtW7bEz8+PUaNGsXTpUiZOnEhkZCSFhYWsWbOGDh06MHjw4Oua2+1A4VJERETqTVhYGKmpqaSmprJmzRouXbqEr68vw4cPJz4+Hjc3N7Kzs0lKSrruMXbs2EH37t0d9lFmZWUB1w4H1Xwk/Z8tWbLEeLX+4osv4u3tzdq1a5k/fz7e3t4MHDiQMWPGGJ8jEkeNSktL6z5rLyIiIk5VUlKigyDymzXkvyPtuRQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadxvdETEBERkdtLQUEBH374IdnZ2Vy6dImAgAAGDRrEM888g4uL/bpXTk4OY8aMISMjg4CAADIzM5k+fXqt133iiScc6iorK4mMjCQ5OZknn3ySqqoq1qxZw6ZNmzh58iSurq4EBwcTFxdHjx49HK65adMmVq9eTWFhIR4eHvTr14+xY8fSokUL5z2QW4zCpYiIiNSb4uJi4uPjsVqtPP300/j7+7Nt2zYWLFhAQUEBr732ml17s9lMmzZtCAgIAODIkSMATJ06FTc3N7u2NW1+bM+ePVRUVBjBce7cuWzcuJGwsDAGDRrE5cuX2bBhA5MmTWLatGlER0cbfZcvX87ixYsJCQlh4sSJFBcXs3btWvbv309qairNmjVz6rO5VShcioiISL1ZuXIlZWVlzJkzh6ioKACGDh1KQkIC6enpxMTEEBgYaLQ3mUz07NnT+PeRI0fw9vZm4MCBv2g8s9lM+/bt8fHx4cCBA2zcuJFHHnmE2bNnG22GDBnCiBEjWLhwIQMGDKBJkyacPXuWpUuX0rNnT959911jRTU4OJhp06axdu1ann322d/+QG5B2nMpIiIi9aawsBCAXr162ZX37dsXgMOHDxtlJSUlHD16lPDwcKPs6NGjtG3b9hePZzabjXC6a9cu4FqY/DFPT0/69u1LWVmZsTK6efNmrly5QmxsrN2r+gEDBuDn58emTZt+8RxuN1q5FBERaUA2bNhwo6dQp6eeeuo3XyMwMJCsrCyOHz9Ox44djfKa0Onj42OUmUwm3N3d6dq1KwDnzp3j+++/JzIyEoArV65gs9lo2rRprWOdOnWKkydPGuEyJiaGPn36cO+99zq0PXfuHACNGzcGIDc3F4BOnTo5tO3QoQNfffUV5eXleHp6/roHcBtQuBQREWlALBbLjZ7C7youLo6dO3cya9YskpOTCQgIYPv27aSnpxMSEkKXLl2MtmazmW7duhnhsWZV8cyZMzz77LMcOXKE6upq/vjHPzJ+/HhCQkLsxjKZTLRo0YIHHngAuLZC2b59e4c5FRUVsW3bNu68807atWsHXPv/4Y477sDDw8Ohva+vL3Bt/2ht17vd6bW4iIiI1JtWrVoxduxYLBYL48ePZ+DAgfzlL3+hY8eOzJ8/n0aNGgFQVVXF7t277fZbHj16FID9+/fTv39/5s2bR2JiImfOnCExMZG///3vdmOZTCbCwsKM1cjalJeXk5KSQmVlJS+88AKurq5Gubu7e619ag7yVFRUXP+DuIVp5VJERETqzYoVK/jggw+45557mDBhAt7e3uzbt4/PP/+chIQE3n//fe644w727dvHxYsX7cJlhw4dGDVqFNHR0dxzzz1G+cMPP0xsbCxvv/024eHhuLi4UFFRQU5OjsPp8x87f/48SUlJ5OfnExkZybBhw4w6m81WZ7+aun/+bJJco3ApIiIi9aK8vJxly5bh4+NDWlqa8a3Ifv36ERwczPTp00lLSyMxMRGz2UxQUBB+fn5G/65duxr7L3/Mz8+Pvn37kpmZyYkTJ2jXrh3Z2dlUVlbW+u1KgJMnT5KUlERhYSFRUVHMnDnTWDUF8PDw4Pz587X2rVmx1H7L2ilcioiINCA1+/luRYWFhVitViIiIhw+Qj5gwADmzp1rnOg2mUx2p8R/TsuWLQG4ePEicG2/ZnBwMN7e3g5tDxw4QHJyMqWlpcTExDBp0iSHVUh/f3/y8/O5fPmyw+txi8WCi4uL3eEj+QeFSxERkQbEGSeyG6qagzlXr151qLPZbFRXV2Oz2Thz5gwnTpxgypQpdm2Sk5M5fvw4q1atcviA+YkTJwC4++67gWvh8vHHH3cYZ//+/SQmJmK1Wpk8eTIxMTG1zrVjx45s3bqVgwcP0q1bN7u6vLw82rZtW+thH9GBHhEREaknbdu2xc/Pjy1btjicit+wYQNWq5WwsDBMJhMeHh52J8fh2mGgU6dOsX79ervyPXv2YDabCQ8Px9vbm++++47i4mKHV+IlJSVMmTKFiooKZsyYUWewBIiMjMTV1ZVPP/3Ubv/l5s2bOXPmjN0v+Yg9rVyKiIhIvXBxcWHq1KlMnjyZuLg4Bg8eTMuWLTlw4ACZmZkEBQUxatQoZsyYQUhIiHFyu8aLL76I2Wxm0aJFHDlyhI4dO3LixAnS09Px8fExVjpNJhNeXl5239EEWLZsGaWlpXTq1AmbzUZmZqbDHENDQ2nZsiV+fn6MGjWKpUuXMnHiRCIjIyksLGTNmjV06NCBwYMH/34P6ibXqLS0tO7jUCIiIuJUJSUlt/1evfz8fFJTU8nJyeHSpUv4+vrSr18/4uPjcXNzIzIykqSkpFp/4vH777/n448/xmQy8f333+Pt7U14eDgvvvii8VxrTqHPmjXLru/AgQMpLi7+ybktWbKEhx56yPj3unXrWLt2LadOncLb25s+ffowZswYhz2j9a0h/x0pXIqIiNSjhhwK5ObRkP+OtOdSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJERETqVUFBASkpKURFRREeHs6wYcP47LPPqK6udmibk5NDaGgoRUVFRtmOHTsYN24c/fr1IzIykokTJ3Lw4MFax6qsrKRPnz5s3LgRgKqqKlauXElsbCy9evUiIiKCsWPHsmPHjlr7b9q0iZEjR9KnTx8ee+wx5s2bR1lZmROewq1L4VJERETqTXFxMfHx8Wzfvp0//elPJCUl4evry4IFC5g3b55De7PZTJs2bQgICABgw4YNTJo0ifPnzzN27FhGjhzJkSNHGDNmDHl5eQ799+zZQ0VFBT169ABg7ty5LFq0iFatWpGYmMioUaOwWCxMmjSJTZs22fVdvnw5s2bN4s4772TixIk8+uijbNiwgXHjxlFRUfE7PJ1bg+uNnoCIiIjcPlauXElZWRlz5swhKioKgKFDh5KQkEB6ejoxMTEEBgYa7U0mEz179gTAYrHwzjvvEBwczEcffUSzZs0A6N+/P8888wwffvgh7733nt14ZrOZ9u3b4+Pjw4EDB9i4cSOPPPIIs2fPNtoMGTKEESNGsHDhQgYMGECTJk04e/YsS5cupWfPnrz77ru4uFxbjwsODmbatGmsXbuWZ5999vd8VDctrVyKiIhIvSksLASgV69eduV9+/YF4PDhw0ZZSUkJR48eJTw8HIC//e1vVFRU8NJLLxnBEuCee+7hpZdeIiwszGE8s9lshNNdu3YB18Lkj3l6etK3b1/Kyso4cuQIAJs3b+bKlSvExsYawRJgwIAB+Pn5Oaxyyj9o5VJERKQBWTNw5Y2eQp2eWT/iN18jMDCQrKwsjh8/TseOHY3ymtDp4+NjlJlMJtzd3enatSsA2dnZeHp68q//+q/Atf2TVVVVNGvWjGeeecZhrFOnTnHy5EkjXMbExNCnTx/uvfdeh7bnzp0DoHHjxgDk5uYC0KlTJ4e2HTp04KuvvqK8vBxPT89f/xBucQqXIiIiDciZnNM3egq/q7i4OHbu3MmsWbNITk4mICCA7du3k56eTkhICF26dDHams1munXrRtOmTQH47rvvuOuuuzh+/Djvvfce2dnZXL16lXbt2jFhwgRjhbOGyWSiRYsWPPDAA8C1Fcr27ds7zKmoqIht27Zx55130q5dO+DaK/g77rgDDw8Ph/a+vr7Atf2jtV3vdqfX4iIiIlJvWrVqxdixY7FYLIwfP56BAwfyl7/8hY4dOzJ//nwaNWoEXFuV3L17t7HqCFBWVkZZWRmjR4/Gy8uL2bNn88orr3Dx4kVefvlltm3bZjeWyWQiLCzMWI2sTXl5OSkpKVRWVvLCCy/g6upqlLu7u9fap+aVvA711E7hUkREROrNihUrSElJwdvbm1dffZW3336b2NhY8vLySEhI4MKFCwDs27ePixcv2oXLK1euYLFYeOKJJ/jzn/9M//79GTp0KMuWLcPd3Z133nkHm80GXAt+OTk5dv3/2fnz50lMTCQ/P5/IyEiGDRtm1NVcpzY1dT/eiyn/oKciIiIi9aK8vJxly5bh4+NDWloaQ4YMoV+/fiQlJTFt2jTy8vJIS0sDrr0SDwoKws/Pz+hfs2L4z/srfX196dOnD2fPnuW7774Dru3PrKysND5B9M9OnjxJfHw8ubm5REVFMWvWLGPVFMDDw6POlcmacu23rJ32XIqIiDQgd3X1+/lGN6nCwkKsVisRERG0aNHCrm7AgAHMnTvXONFtMpkc9lC2bt2a48eP07JlS4dr15SVl5cD18JpcHAw3t7eDm0PHDhAcnIypaWlxMTEMGnSJIdVSH9/f/Lz87l8+bLD63GLxYKLi4vd4SP5B4VLERGRBsQZJ7IbqpqDOVevXnWos9lsVFdXY7PZOHPmDCdOnGDKlCl2bTp16sTx48c5evQonTt3tqs7deoUgLHSaTabefzxxx3G2b9/P4mJiVitViZPnkxMTEytc+3YsSNbt27l4MGDdOvWza4uLy+Ptm3b1nrYR/RaXEREROpJ27Zt8fPzY8uWLVgsFru6DRs2YLVaCQsLw2Qy4eHhYXdyHOBPf/oTAEuXLrULqMeOHWP79u089NBDtGrViu+++47i4mKHV+IlJSVMmTKFiooKZsyYUWewBIiMjMTV1ZVPP/3Ubv/l5s2bOXPmDNHR0df7GG55WrkUERGReuHi4sLUqVOZPHkycXFxDB48mJYtW3LgwAEyMzMJCgpi1KhRzJgxg5CQEOPkdo1//dd/ZcSIEaxcuZLRo0fz2GOPce7cOdasWYObmxvJycnAtVfqXl5edt/RBFi2bBmlpaV06tQJm81GZmamwxxDQ0Np2bIlfn5+jBo1iqVLlzJx4kQiIyMpLCxkzZo1dOjQgcGDB/9+D+om16i0tLTu41AiIiLiVCUlJbf9Xr38/HxSU1PJycnh0qVL+Pr60q9fP+Lj43FzcyMyMpKkpCQGDhxYa/8vv/yStWvXcvz4cZo1a8ZDDz3E2LFjjZ+NnDBhAt7e3syaNcuu38CBAykuLv7JuS1ZsoSHHnrI+Pe6detYu3Ytp06dwtvbmz59+jBmzBiHPaP1rSH/HSlcioiI1KOGHArk5tGQ/46051JEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnMb1Rk9AREREbi8FBQV8+OGHZGdnc+nSJQICAhg0aBDPPPMMLi726145OTmMGTOGjIwMEhISOH369E9ee/369fj7+xv/rqysJDIykuTkZJ588kmqqqpYs2YNmzZt4uTJk7i6uhIcHExcXBw9evRwuN6mTZtYvXo1hYWFeHh40K9fP8aOHUuLFi2c8zBuQQqXIiIiUm+Ki4uJj4/HarXy9NNP4+/vz7Zt21iwYAEFBQW89tprdu3NZjNt2rQhICCApKQkLl++7HDNb7/9ltWrV9OpUyd8fX3t6vbs2UNFRYURHOfOncvGjRsJCwtj0KBBXL58mQ0bNjBp0iSmTZtGdHS00Xf58uUsXryYkJAQJk6cSHFxMWvXrmX//v2kpqbSrFmz3+EJ3fwULkVERKTerFy5krKyMubMmUNUVBQAQ4cOJSEhgfT0dGJiYggMDDTam0wmevbsCUBERITD9S5evMiyZcvw8vLi3//933F1tY82ZrOZ9u3b4+Pjw4EDB9i4cSOPPPIIs2fPNtoMGTKEESNGsHDhQgYMGECTJk04e/YsS5cupWfPnrz77rvGimpwcDDTpk1j7dq1PPvss05+OrcG7bkUERGRelNYWAhAr1697Mr79u0LwOHDh42ykpISjh49Snh4eJ3XW7JkCSdPnmTSpEm0bt3aod5sNhvhdNeuXcC1MPljnp6e9O3bl7KyMo4cOQLA5s2buXLlCrGxsXav6gcMGICfnx+bNm36xfd8u9HKpYiISAMStclyo6dQp/8T7fvzjX5GYGAgWVlZHD9+nI4dOxrlNaHTx8fHKDOZTLi7u9O1a9dar3XixAnWrVtHly5dePzxxx3qT506xcmTJ41wGRMTQ58+fbj33nsd2p47dw6Axo0bA5CbmwtAp06dHNp26NCBr776ivLycjw9PX/Rfd9OFC5FREQakN0lV270FH5XcXFx7Ny5k1mzZpGcnExAQADbt28nPT2dkJAQunTpYrQ1m81069aNpk2b1nqtjz/+mKtXrzJhwoRa600mEy1atOCBBx4Arq1Qtm/f3qFdUVER27Zt484776Rdu3YAWCwW7rjjDjw8PBza1+zrLC4urvV6tzuFSxEREak3rVq1YuzYscyePZvx48cb5Z07d2b+/Pk0atQIgKqqKnbv3l1ncDx9+jTbtm3joYceonPnzrW2MZlMhIWFGauRtSkvLyclJYXKykomTpxo7NksLy/H3d291j41B3kqKip+/oZvQ9pzKSIiIvVmxYoVpKSk4O3tzauvvsrbb79NbGwseXl5JCQkcOHCBQD27dvHxYsXjVfa/ywjI4OrV6/WeaimoqKCnJycOvsDnD9/nsTERPLz84mMjGTYsGFGnc1mq7NfTd0/fzZJrtHKpYiIiNSL8vJyli1bho+PD2lpaca3Ivv160dwcDDTp08nLS2NxMREzGYzQUFB+Pn51XqtrVu34u3tTWhoaK312dnZVFZW1vrtSoCTJ0+SlJREYWEhUVFRzJw501g1BfDw8OD8+fO19q1ZsdR+y9opXIqIiDQgIT5NbvQUfjeFhYVYrVYiIiIcPkI+YMAA5s6da5zoNplMdZ4S/+677ygsLGTYsGF1vvI2m80EBwfj7e3tUHfgwAGSk5MpLS0lJiaGSZMmOaxC+vv7k5+fz+XLlx1ej1ssFlxcXOwOH8k/KFyKiIg0IM44kd1Q1RzMuXr1qkOdzWajuroam83GmTNnOHHiBFOmTKn1Ojk5OQB07969zrHMZnOtJ8j3799PYmIiVquVyZMnExMTU2v/jh07snXrVg4ePEi3bt3s6vLy8mjbtm2th31Eey5FRESknrRt2xY/Pz+2bNmCxWL/yaUNGzZgtVoJCwvDZDLh4eFhd3L8x7799lsA/vjHP9Za/91331FcXOzwSrykpIQpU6ZQUVHBjBkz6gyWAJGRkbi6uvLpp5/a7b/cvHkzZ86csfslH7GnlUsRERGpFy4uLkydOpXJkycTFxfH4MGDadmyJQcOHCAzM5OgoCBGjRrFjBkzCAkJcfi1nRoFBQW4ubnRsmXLWutNJhNeXl5239EEWLZsGaWlpXTq1AmbzUZmZqZD39DQUFq2bImfnx+jRo1i6dKlTJw4kcjISAoLC1mzZg0dOnRg8ODBv/2B3KIULkVERKTehIWFkZqaSmpqKmvWrOHSpUv4+voyfPhw4uPjcXNzIzs7m6SkpDqvUVpa+pOHaXbs2EH37t0d9lFmZWUB1z6QXvOR9H+2ZMkSI7S++OKLeHt7s3btWubPn4+3tzcDBw5kzJgx+l3xn9CotLS07rP2IiIi4lQlJSU6CCK/WUP+O9KeSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRrXGz0BERERub0UFBTw4Ycfkp2dzaVLlwgICGDQoEE888wzuLjYr3vl5OQwZswYMjIyCAgI4OLFi3z00Uds27aN//3f/8Xb25u+ffsybtw4PD09HcaqrKwkMjKS5ORknnzySaqqqlizZg2bNm3i5MmTuLq6EhwcTFxcHD169HDov2nTJlavXk1hYSEeHh7069ePsWPH0qJFi9/t+dzsFC5FRESk3hQXFxMfH4/VauXpp5/G39+fbdu2sWDBAgoKCnjttdfs2pvNZtq0aUNAQABVVVVMmDCBgwcP8sgjj/Dggw/y7bffsm7dOvbv309qaipubm52/ffs2UNFRYURHOfOncvGjRsJCwtj0KBBXL58mQ0bNjBp0iSmTZtGdHS00Xf58uUsXryYkJAQJk6cSHFxMWvXrjXGatas2e//wG5CCpciIiJSb1auXElZWRlz5swhKioKgKFDh5KQkEB6ejoxMTEEBgYa7U0mEz179gTgm2++4eDBgwwePNguhLZu3ZqPP/6YL7/8ksGDB9uNZzabad++PT4+Phw4cICNGzfyyCOPMHv2bKPNkCFDGDFiBAsXLmTAgAE0adKEs2fPsnTpUnr27Mm7775rrKgGBwczbdo01q5dy7PPPvt7PaabmvZcioiISL0pLCwEoFevXnblffv2BeDw4cNGWUlJCUePHiU8PPwn+0ZERABw6NAhh/HMZrMRTnft2gVcC5M/5unpSd++fSkrK+PIkSMAbN68mStXrhAbG2v3qn7AgAH4+fmxadOmX3HXtxetXIqIiDQg7rMSbvQU6nT5zcW/+RqBgYFkZWVx/PhxOnbsaJTXBEcfHx+jzGQy4e7uTteuXQG49957ATh+/LhdwCwoKADA19fXbqxTp05x8uRJI1zGxMTQp08f4zo/du7cOQAaN24MQG5uLgCdOnVyaNuhQwe++uorysvLa93nebtTuBQREWlAGh/Lu9FT+F3FxcWxc+dOZs2aRXJyMgEBAWzfvp309HRCQkLo0qWL0dZsNtOtWzeaNm0KQJ8+fejbty9paWm0atWKrl27cvToUd599118fX156qmn7MYymUy0aNGCBx54ALi2Qtm+fXuHORUVFbFt2zbuvPNO2rVrB4DFYuGOO+7Aw8PDoX1NiC0uLq71erc7hUsRERGpN61atWLs2LHMnj2b8ePHG+WdO3dm/vz5NGrUCICqqip2797NhAkTjDaNGzfmxRdfpLCwkBkzZhjl3t7eLFmyhFatWtmNZTKZCAsLM1Yja1NeXk5KSgqVlZVMnDgRV1dXo9zd3b3WPjUHeSoqKn7dzd8mtOdSRERE6s2KFStISUnB29ubV199lbfffpvY2Fjy8vJISEjgwoULAOzbt4+LFy8ar7Th2snv559/HovFwpgxY5g/fz4TJ06kurqaMWPG2O3XrKioICcnx67/Pzt//jyJiYnk5+cTGRnJsGHDjDqbzVZnv5q6f/5sklyjlUsRERGpF+Xl5SxbtgwfHx/S0tKMb0X269eP4OBgpk+fTlpaGomJiZjNZoKCgvDz8zP6L1myhKqqKpYsWWK86oZrr8tHjhzJnDlzWLFiBQDZ2dlUVlbW+u1KgJMnT5KUlERhYSFRUVHMnDnTWDUF8PDw4Pz587X2rVmx1H7L2ilcioiINCBX23W40VP43RQWFmK1WomIiHD4CPmAAQOYO3eucaLbZDIZp8RrHDlyhMDAQLtgCdcO+jz44IPs2LHDOGRjNpsJDg7G29vbYR4HDhwgOTmZ0tJSYmJimDRpksMqpL+/P/n5+Vy+fNnh9bjFYsHFxcXu8JH8g8KliIhIA+KME9kNVc3BnKtXrzrU2Ww2qqursdlsnDlzhhMnTjBlyhS7Nk2aNKG6urrWa9eU17yyNpvNPP744w7t9u/fT2JiIlarlcmTJxMTE1Pr9Tp27MjWrVs5ePAg3bp1s6vLy8ujbdu2tR72Ee25FBERkXrStm1b/Pz82LJlCxaLxa5uw4YNWK1WwsLCMJlMeHh42J0cBwgPD+e7775jx44dduVHjhwhJyeHDh06cMcdd/Ddd99RXFzs8Eq8pKSEKVOmUFFRwYwZM+oMlgCRkZG4urry6aef2u2/3Lx5M2fOnLH7JR+xp5VLERERqRcuLi5MnTqVyZMnExcXx+DBg2nZsiUHDhwgMzOToKAgRo0axYwZMwgJCTFObtcYP348e/fuZcqUKTz11FPcf//9nDx5kvT0dFxdXXn11VeBa6/Uvby87L6jCbBs2TJKS0vp1KkTNpuNzMxMhzmGhobSsmVL/Pz8GDVqFEuXLmXixIlERkZSWFjImjVr6NChg8MvAck/NCotLa37OJSIiIg4VUlJyW2/Vy8/P5/U1FRycnK4dOkSvr6+9OvXj/j4eNzc3IiMjCQpKYmBAwc69P3+++9ZtmwZf//73/n++++588476datGy+++KLxcfQJEybg7e3NrFmz7PoOHDiQ4uLin5zbkiVLeOihh4x/r1u3jrVr13Lq1Cm8vb3p06cPY8aMcdgzWt8a8t+RwqWIiEg9asihQG4eDfnvSHsuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRESkXhUUFJCSkkJUVBTh4eEMGzaMzz77jOrqaoe2OTk5hIaGUlRUBMD58+eZN28ejz/+OL1792b48OGsWbOm1r4AlZWV9OnTh40bNwJQVVXFypUriY2NpVevXkRERDB27Fh27NhRa/9NmzYxcuRI+vTpw2OPPca8efMoKytz0pO4Nbne6AmIiIjI7aO4uJj4+HisVitPP/00/v7+bNu2jQULFlBQUMBrr71m195sNtOmTRsCAgK4cOECL774It999x0RERGEhoZy+PBhFixYwN69e5k7dy6NGjWy679nzx4qKiro0aMHAHPnzmXjxo2EhYUxaNAgLl++zIYNG5g0aRLTpk0jOjra6Lt8+XIWL15MSEgIEydOpLi4mLVr17J//35SU1Np1qzZ7//AbkIKlyIiIlJvVq5cSVlZGXPmzCEqKgqAoUOHkpCQQHp6OjExMQQGBhrtTSYTPXv2BCAtLY3vvvuOZ599lgkTJhht2rdvz7x58/jb3/7GE088YTee2Wymffv2+Pj4cODAATZu3MgjjzzC7NmzjTZDhgxhxIgRLFy4kAEDBtCkSRPOnj3L0qVL6dmzJ++++y4uLtde9gYHBzNt2jTWrl3Ls88++3s9ppuaXouLiIhIvSksLASgV69eduV9+/YF4PDhw0ZZSUkJR48eJTw8HID/+3//L82bN+eFF16w6zt48GDuvPNOMjIyHMYzm81GON21axdwLUz+mKenJ3379qWsrIwjR44AsHnzZq5cuUJsbKwRLAEGDBiAn58fmzZt+vU3f5vQyqWIiEgDcjl70o2eQp3cuy38zdcIDAwkKyuL48eP07FjR6O8JnT6+PgYZSaTCXd3d7p27QrA2bNnue+++xxeR7u4uBAQEEB+fj42m814NX7q1ClOnjxphMuYmBj69OnDvffe6zCvc+fOAdC4cWMAcnNzAejUqZND2w4dOvDVV19RXl6Op6fn9T2IW5jCpYiISANSXZZ/o6fwu4qLi2Pnzp3MmjWL5ORkAgIC2L59O+np6YSEhNClSxejrdlsplu3bjRt2hSA5s2bc/HixVqvW1paSmVlJefPn8fLywu4Fk5btGjBAw88AFxboWzfvr1D36KiIrZt28add95Ju3btALBYLNxxxx14eHg4tPf19QWu7R+t7Xq3O70WFxERkXrTqlUrxo4di8ViYfz48QwcOJC//OUvdOzYkfnz5xurjlVVVezevdtYdQTo3Lkzp06d4uDBg3bXzMvL4/Tp0wBYrVaj3GQyERYWZqxG1qa8vJyUlBQqKyt54YUXcHV1Ncrd3d1r7VOzclpRUXEdT+DWp3ApIiIi9WbFihWkpKTg7e3Nq6++yttvv01sbCx5eXkkJCRw4cIFAPbt28fFixftwmV8fDwuLi688sorbNmyheLiYr7++mtee+01WrRoAfzjtXZFRQU5OTl2/f/Z+fPnSUxMJD8/n8jISIYNG2bU2Wy2OvvV1P14L6b8g16Li4iISL0oLy9n2bJl+Pj4kJaWZgTCfv36ERwczPTp00lLSyMxMRGz2UxQUBB+fn5G/5rVzX//939n6tSpALi7uzNq1CiKiorYsGGDcc3s7GwqKyuNTxD9s5MnT5KUlERhYSFRUVHMnDnT7jNGHh4enD9/vta+NSuW2m9ZO4VLERGRBsSlRfCNnsLvprCwEKvVSkREhBECawwYMIC5c+caJ7pNJpNxSvzHevXqxYYNGzhy5AhVVVXcd999uLu7M2bMGFq3bm3szzSbzQQHB+Pt7e1wjQMHDpCcnExpaSkxMTFMmjTJYRXS39+f/Px8Ll++7PB63GKx4OLiYnf4SP5B4VJERKQBccaJ7IaqJvhdvXrVoc5ms1FdXY3NZuPMmTOcOHGCKVOm2LXZu3cv3333HYMHD+aPf/yjUV5WVkZubi6RkZFGmdls5vHHH3cYZ//+/SQmJmK1Wpk8eTIxMTG1zrVjx45s3bqVgwcP0q1bN7u6vLw82rZtW+thH9GeSxEREaknbdu2xc/Pjy1btmCxWOzqNmzYgNVqJSwsDJPJhIeHh93Jcbj2qnvu3Lns3r3bKLPZbLz//vtUVVUxYsQIAL777juKi4sdXomXlJQwZcoUKioqmDFjRp3BEiAyMhJXV1c+/fRTu/2Xmzdv5syZM3a/5CP2tHIpIiIi9cLFxYWpU6cyefJk4uLiGDx4MC1btuTAgQNkZmYSFBTEqFGjmDFjBiEhIcbJ7RqDBw8mIyOD119/nWeeeQZvb2++/vprzGYzL7zwgvFZIJPJhJeXl913NAGWLVtGaWkpnTp1wmazkZmZ6TDH0NBQWrZsiZ+fH6NGjWLp0qVMnDiRyMhICgsLWbNmDR06dGDw4MG/34O6yTUqLS2t+ziUiIiIOFVJScltv1cvPz+f1NRUcnJyuHTpEr6+vvTr14/4+Hjc3NyIjIwkKSmJgQMHOvQtLCxkyZIl5OTkYLVaCQoKIjY21vgpSYAJEybg7e3NrFmz7PoOHDiQ4uLin5zbkiVLeOihh4x/r1u3jrVr13Lq1Cm8vb3p06cPY8aMcdgzWt8a8t+RwqWIiEg9asihQG4eDfnvSHsuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRESkXhUUFJCSkkJUVBTh4eEMGzaMzz77jOrqaoe2OTk5hIaGUlRU5FB34cIFoqOj+fjjj2sdp6Kigo8++ojBgwfTu3dvhg4dyn/+539y9erVWtufPXuW0NBQdu/ebfRfsmQJQ4YMoWfPnvTv35+kpCRyc3Md+l69epVVq1YxbNgwevfuzVNPPcXixYupqKj4NY/mluB6oycgIiIit4/i4mLi4+OxWq08/fTT+Pv7s23bNhYsWEBBQQGvvfaaXXuz2UybNm0ICAiwK6+oqCA5ORmLxVLrONXV1bz22mvs2LGDP/3pT3Ts2JGsrCzee+89CgsLmTp1qkMfk8lE8+bN6dKlCzabjSlTppCVlUX//v2JjY3lhx9+YN26dYwePZqFCxcSGhpq9J03bx4ZGRk8/PDDPPPMMxw6dIgVK1aQn5/PokWLaNSokROe3s1B4VJERETqzcqVKykrK2POnDlERUUBMHToUBISEkhPTycmJobAwECjvclkomfPnnbXOHbsGG+88QbHjh2rc5yvvvoKs9nM+PHjiYuLA2DQoEH8+7//OxkZGTz55JN06tTJro/ZbCYkJIQmTZqwefNmsrKyeO6550hISDDaPPnkk8TGxvLOO++wZs0aAA4ePEhGRgaDBg0iJSXFaOvv78/ixYvZsmWLca+3A70WFxERkXpTWFgIQK9evezK+/btC8Dhw4eNspKSEo4ePUp4eLhRtnz5ckaOHElJSQnDhw+vc5wvv/ySJk2aMGzYMLvyZ599FoBNmzbZlV+5coXs7GxjrF27dgEwZMgQu3atW7fmwQcf5MSJE5SWltpda8SIEXZtY2JicHNzcxjrVqeVSxERkQbk4y9n3egp1Gn0E2/+5msEBgaSlZXF8ePH6dixo1FeEzp9fHyMMpPJhLu7O127djXKDh06RHR0NGPGjKGgoIBVq1bVOk5ubi7t2rXD3d3drjwgIIB/+Zd/4eDBg3blOTk5XLp0iR49egAwceJEhg4diq+vr8O1z507B4CLi4sxVosWLWjTpo1du2bNmtGuXTuHsW51CpciIiINyMmSul/13gri4uLYuXMns2bNIjk5mYCAALZv3056ejohISF06dLFaGs2m+nWrRtNmzY1ymbOnGn8u6CgoNYxKioqKCsrswulP+br60txcbFdmclk4r777qN169YAeHl54eXl5dB3//795Obmcv/999OiRQsALBYLd911V51j5eXlUV5ejqenZ+0P5RajcCkiIiL1plWrVowdO5bZs2czfvx4o7xz587Mnz/fOPhSVVXF7t27mTBhgl3/HwfNupSXlwPQvHnzWuubNWvG5cuX7crMZrPxar4uFouFN9+8tno7evRou/H+edXyx2MBXL58+bYJl9pzKSIiIvVmxYoVpKSk4O3tzauvvsrbb79NbGwseXl5JCQkcOHCBQD27dvHxYsXHQ7z/BI2m83uf2urb9y4sfHvoqIiCgoKfnKs4uJixo0bx+nTpxk5cqRdEK1rnB/X1bxCvx1o5VJERETqRXl5OcuWLcPHx4e0tDTjtXK/fv0IDg5m+vTppKWlkZiYiNlsJigoCD8/v189Ts2KZV3fmKyoqMDDw8P4t9lsxtPTk86dO9faPi8vj5dffpnvv/+eESNGkJiY6DDeT40F3DarlqBwKSIi0qDc49PuRk/hd1NYWIjVaiUiIsIIljUGDBjA3LlzjVPaJpPJ7pT4r+Hh4YGXl1ed38C0WCx2odVsNhMaGoqrq2Ms+vrrr5k2bRpWq5XExERGjhzp0Mbf35+zZ8/WOZaXlxdubm7XdS83I4VLERGRBsQZJ7Ibqpr9krX9Qo7NZqO6uhqbzcaZM2c4ceIEU6ZMue6xOnbsSHZ2NhUVFca+R7j2Cry0tJQBAwYAYLVa2bNnT61jbd26lddff53GjRvz1ltv0b9//1rH6tSpE/n5+RQVFdl97L2iooJjx47RvXv3676Pm9HtswFAREREbqi2bdvi5+fHli1bHFYVN2zYgNVqJSwsDJPJhIeHh93J8V/r0UcfxWq1Gh86r/HJJ58AEB0dDcDevXuxWq3GJ4hqHDlyhOnTp+Pq6sqiRYvqDJY1Y/342jVWr15NZWUlTzzxxHXfx81IK5ciIiJSL1xcXJg6dSqTJ08mLi6OwYMH07JlSw4cOEBmZiZBQUGMGjWKGTNmEBISUutr6l/qkUceYcOGDSxevJji4mI6dOjAzp07+eqrr3j66af5wx/+AFx7/d6+fXtatWpl1/+9997DarUSHh6OxWIhMzPTYYyIiAjc3d3p3Lkz0dHRZGRkUFZWRvfu3cnLy2P9+vX07t2biIiI676Pm5HCpYiIiNSbsLAwUlNTSU1NZc2aNVy6dAlfX1+GDx9OfHw8bm5uZGdnk5SU9JvGadSoEe+88w5Lly7lf/7nf/jyyy/x9/cnKSmJZ555xmi3Y8cOIiMj7fpWVVWxd+9e4Fr4NJlMtY6xfv164yPtU6dO5e677+aLL77gm2++wdfXl+eff564uLjb6nfFARqVlpbWfX5eREREnKqkpMTuV2hErkdD/jvSnksRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxEREalXBQUFpKSkEBUVRXh4OMOGDeOzzz6jurraoW1OTg6hoaEUFRU51F24cIHo6Gg+/vjjnxxv3rx5PPXUUz/Z5s9//jOjR4+2G/ell16if//+hIeHM2TIED7++GMqKysd+h47dozk5GQGDBhAREQECQkJ7N+//yfHu5W53ugJiIiIyO2juLiY+Ph4rFYrTz/9NP7+/mzbto0FCxZQUFDAa6+9ZtfebDbTpk0bAgIC7MorKipITk7GYrH85Hhr167lv/7rv/Dz8/vJdjt37uTpp58GYO/evYwfPx5vb2+GDx/OnXfeya5du1i2bBkHDhzgvffew8Xl2vrciRMnGD16NG5ubgwbNgwPDw8+//xzxo0bx3/8x3/w4IMP/tpHdNNTuBQREZF6s3LlSsrKypgzZw5RUVEADB06lISEBNLT04mJiSEwMNBobzKZ6Nmzp901jh07xhtvvMGxY8fqHKeiooL33nuP//qv//rZOR06dIiSkhJjnLfeegsPDw9WrFhBq1atjDkuWLCAzz77jK1btxIZGQnAwoULqays5JNPPjEC8KOPPsqIESN4++23Wb16NY0aNfrlD+gWoNfiIiIiUm8KCwsB6NWrl1153759ATh8+LBRVlJSwtGjRwkPDzfKli9fzsiRIykpKWH48OG1jnHkyBEGDx7Mf/3XfzFo0CB8fX1/ck5msxkfHx/at2/P2bNnKSwspG/fvkawrPHEE08A116ZA3z//ffs2LGDiIgIu5VVLy8vnnrqKU6cOMHBgwd/cuxbkVYuRUREGpANGzbc6CnU6ef2Lf4SgYGBZGVlcfz4cTp27GiU14ROHx8fo8xkMuHu7k7Xrl2NskOHDhEdHc2YMWMoKChg1apVDmMUFRXh4+PDzJkzCQkJ+dl5m81mevToAUDLli35r//6L9zc3Bzaff/99wDGK/Ga4NipUyeHtjX3dvDgwVrrb2UKlyIiIg3Iz+0hvNnFxcWxc+dOZs2aRXJyMgEBAWzfvp309HRCQkLo0qWL0dZsNtOtWzeaNm1qlM2cOdP4d0FBQa1j9OzZk4iIiF80n7KyMnJzc41VUFdXV9q0aVNr25UrVwLw0EMPAf/4/+quu+5yaFuzWlrbQaRbncKliIiI1JtWrVoxduxYZs+ezfjx443yzp07M3/+fGN/YlVVFbt372bChAl2/X8cNOvyS9rU2LlzJ40aNSI0NPQn26WmprJr1y6Cg4Pp06cPAOXl5QC4u7s7tG/WrBlwbe/n7UbhUkREROrNihUr+OCDD7jnnnuYMGEC3t7e7Nu3j88//5yEhATef/997rjjDvbt28fFixcdDvM4m9ls5l//9V/x8PCos01qaiofffQR3t7e/Pu//7vxWtxms9XZp6aupu3tROFSRERE6kV5eTnLli3Dx8eHtLQ0WrRoAUC/fv0IDg5m+vTppKWlkZiYiNlsJigo6Gc/IfRb2Gw2du7cyYgRI2qtr6qqYv78+WRkZODr68v7779vd3CnefPmQO2rkzVlnp6ev8PMGzaFSxERkQbk504238wKCwuxWq1EREQYwbLGgAEDmDt3Lrt27QKuHeb58Snx38O3337LuXPnal0dvXTpEikpKezYsYO2bduycOFCh72V/v7+QO37ZGvKWrdu/TvMvGFTuBQREWlAnHEiu6Gq2Qt59epVhzqbzUZ1dTU2m40zZ85w4sQJpkyZ8rvOx2w2c9ddd9GuXTu78suXL/PSSy+xf/9+unXrxrx582pdgezQoQMuLi7k5uYydOhQu7qak+SdO3f+/W6ggbr9NgKIiIjIDdG2bVv8/PzYsmWLw2rfhg0bsFqthIWFYTKZ8PDwsDs5/nv48SeIfmzOnDns37+f3r17s2jRojpfbbds2ZKQkBC2bt1qdyq8tLSUDRs2cP/99/OHP/zhd5t/Q6WVSxEREakXLi4uTJ06lcmTJxMXF8fgwYNp2bIlBw4cIDMzk6CgIEaNGsWMGTMICQnB1fX3iymlpaXk5eXx3HPP2ZUfOHCA//mf/6FJkyb06NGDLVu2OPQNCAgwViQnTZpEfHw8L774IrGxsTRt2pTPP/+csrIy3nrrrd9t/g2ZwqWIiIjUm7CwMFJTU0lNTWXNmjVcunQJX19fhg8fTnx8PG5ubmRnZ5OUlPS7zmPnzp00btyYkJAQu/KaPZ9Xrlxh3rx5tfZ94oknjHDZrl07Pv74YxYvXsxf//pXGjVqxB//+EemT5/OAw888LveQ0PVqLS0tO5z9CIiIuJUJSUldr9CI3I9GvLfkfZcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiISL0qKCggJSWFqKgowsPDGTZsGJ999hnV1dUObXNycggNDaWoqMih7sKFC0RHR/Pxxx/XOs7p06eZOXMmjz/+OD169ODxxx/nz3/+MyUlJbW2P3v2LKGhoezevRuAiooKlixZwpAhQ+jZsyf9+/cnKSmJ3Nxch75Xr15l1apVDBs2jN69e/PUU0+xePFiKioqfs2juSW43ugJiIiIyO2juLiY+Ph4rFYrTz/9NP7+/mzbto0FCxZQUFDAa6+9ZtfebDbTpk0bAgIC7MorKipITk7GYrHUOs4PP/xAfHw8Fy5cYNCgQQQGBnLs2DHWr19PVlYWy5cvp1WrVnZ9TCYTzZs3p0uXLthsNqZMmUJWVhb9+/cnNjaWH374gXXr1jF69GgWLlxIaGio0XfevHlkZGTw8MMP88wzz3Do0CFWrFhBfn4+ixYtolGjRk56gg2fwqWIiIjUm5UrV1JWVsacOXOIiooCYOjQoSQkJJCenk5MTAyBgYFGe5PJRM+ePe2ucezYMd544w2OHTtW5zgffvgh//u//8uiRYvo0aOHUR4WFkZycjJ//etfeeWVV+z6mM1mQkJCaNKkCZs3byYrK4vnnnuOhIQEo82TTz5JbGws77zzDmvWrAHg4MGDZGRkMGjQIFJSUoy2/v7+LF68mC1bthj3ejvQa3ERERGpN4WFhQD06tXLrrxv374AHD582CgrKSnh6NGjhIeHG2XLly9n5MiRlJSUMHz48DrHycrKIiAgwC5YAvTp0wdPT0/27t1rV37lyhWys7ONsXbt2gXAkCFD7Nq1bt2aBx98kBMnTlBaWgrApk2bABgxYoRd25iYGNzc3Iz624VWLkVERBqQNQNX3ugp1OmZ9SN+vtHPCAwMJCsri+PHj9OxY0ejvCZ0+vj4GGUmkwl3d3e6du1qlB06dIjo6GjGjBlDQUEBq1atqnWcjz76iEuXLjmUX758mcuXL+PiYr++lpOTw6VLl4wwOnHiRIYOHYqvr6/DNc6dOwdgXCM3N5cWLVrQpk0bu3bNmjWjXbt2HDx4sO4HcgtSuBQREWlAzuScvtFT+F3FxcWxc+dOZs2aRXJyMgEBAWzfvp309HRCQkLo0qWL0dZsNtOtWzeaNm1qlM2cOdP4d0FBQZ3jtG7dutbyzz77jKtXr9KtWze7cpPJxH333Wf08/LywsvLy6H//v37yc3N5f7776dFixYAWCwW7rrrrlrH8/X1JS8vj/Lycjw9Peuc761E4VJERETqTatWrRg7diyzZ89m/PjxRnnnzp2ZP3++cfClqqqK3bt3M2HCBLv+Pw6av9bu3btJTU3Fw8PD4RW22Ww2Xs3XxWKx8OabbwIwevRoo7y8vNxh1bJGs2bNgGsrprdLuNSeSxEREak3K1asICUlBW9vb1599VXefvttYmNjycvLIyEhgQsXLgCwb98+Ll686HCY53rt3LmTl19+merqambOnGm3sllUVERBQcFPjlVcXMy4ceM4ffo0I0eOtAuiNputzn41df/8Gv5WppVLERERqRfl5eUsW7YMHx8f0tLSjNfK/fr1Izg4mOnTp5OWlkZiYiJms5mgoCD8/Px+87gbN25k7ty5NGrUiNmzZ9OnTx+7erPZjKenJ507d661f15eHi+//DLff/89I0aMIDEx0a6+efPmdX7Psqb8dlm1BIVLERGRBuWurr89TDVUhYWFWK1WIiIijGBZY8CAAcydO9c4pW0ymexOiV+vJUuWkJaWhqenJ2+//TYhISEObcxmM6Ghobi6Osair7/+mmnTpmG1WklMTGTkyJEObfz9/Tl79myt41ssFry8vHBzc/vN93KzULgUERFpQJxxIruhqtkvefXqVYc6m81GdXU1NpuNM2fOcOLECaZMmfKbxnv33XdZvXo1d911FwsWLKBdu3YObaxWK3v27Kl1rK1bt/L666/TuHFj3nrrLfr371/rOJ06dSI/P5+ioiK7j71XVFRw7Ngxunfv/pvu42Zz+2wAEBERkRuqbdu2+Pn5sWXLFodf1tmwYQNWq5WwsDBMJhMeHh52J8d/rYyMDFavXs3dd9/NsmXLag2WAHv37sVqtTp8D/PIkSNMnz4dV1dXFi1aVGewBHj00UcB+OSTT+zKV69eTWVlJU888cR138fNSCuXIiIiUi9cXFyYOnUqkydPJi4ujsGDB9OyZUsOHDhAZmYmQUFBjBo1ihkzZhASElLra+pf4vLly3zwwQcAREREsGfPHoc27u7uREREYDKZaN++vcNPQb733ntYrVbCw8OxWCxkZmY6XCMiIgJ3d3c6d+5MdHQ0GRkZlJWV0b17d/Ly8li/fj29e/cmIiLiuu7jZqVwKSIiIvUmLCyM1NRUUlNTWbNmDZcuXcLX15fhw4cTHx+Pm5sb2dnZJCUlXfcY3377LWVlZQD853/+Z61t/Pz8iIiIYMeOHURGRtrVVVVVGb/gYzKZMJlMtV5j/fr1uLu7AzB16lTuvvtuvvjiC7755ht8fX15/vnniYuLu61+VxygUWlpad3n50VERMSpSkpK7H6FRuR6NOS/I+25FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUERGRelVQUEBKSgpRUVGEh4czbNgwPvvsM6qrqx3a5uTkEBoaSlFRkUPdhQsXiI6O5uOPP651nHPnzjF37lyeeuopevfuzfDhw1m3bh02m63W9mfPniU0NJTdu3cDUFFRwZIlSxgyZAg9e/akf//+JCUlkZub69D36tWrrFq1imHDhtG7d2+eeuopFi9eTEVFxa95NLcE1xs9AREREbl9FBcXEx8fj9Vq5emnn8bf359t27axYMECCgoKeO211+zam81m2rRpQ0BAgF15RUUFycnJWCyWWscpLy9nzJgxnDlzhqFDh3L33XezY8cO3n77bY4dO8Yrr7zi0MdkMtG8eXO6dOmCzWZjypQpZGVl0b9/f2JjY/nhhx9Yt24do0ePZuHChYSGhhp9582bR0ZGBg8//DDPPPMMhw4dYsWKFeTn57No0SIaNWrkhKd3c1C4FBERkXqzcuVKysrKmDNnDlFRUQAMHTqUhIQE0tPTiYmJITAw0GhvMpno2bOn3TWOHTvGG2+8wbFjx+ocZ9WqVRQUFNiNM2TIEF5++WXWrVtHTEwMbdq0setjNpsJCQmhSZMmbN68maysLJ577jkSEhKMNk8++SSxsbG88847rFmzBoCDBw+SkZHBoEGDSElJMdr6+/uzePFitmzZYszhdqDX4iIiIlJvCgsLAejVq5dded++fQE4fPiwUVZSUsLRo0cJDw83ypYvX87IkSMpKSlh+PDhdY5TWVlJhw4d6N+/v115WFgYNpuNQ4cO2ZVfuXKF7OxsY6xdu3YB1wLpj7Vu3ZoHH3yQEydOUFpaCsCmTZsAGDFihF3bmJgY3NzcjPrbhVYuRUREGpCoTbW/5m0I/k+072++RmBgIFlZWRw/fpyOHTsa5TWh08fHxygzmUy4u7vTtWtXo+zQoUNER0czZswYCgoKWLVqVa3jTJgwodbymlDp7+9vV56Tk8OlS5fo0aMHABMnTmTo0KH4+jre87lz5wBwcbm2Rpebm0uLFi0cVkKbNWtGu3btOHjwYK1zuVUpXIqIiDQgu0uu3Ogp/K7i4uLYuXMns2bNIjk5mYCAALZv3056ejohISF06dLFaGs2m+nWrRtNmzY1ymbOnGn8u6Cg4BeNefnyZYqKivjb3/7GF198Qd++fe2CLVwLsvfddx+tW7cGwMvLCy8vL4dr7d+/n9zcXO6//35atGgBgMVi4a677qp1bF9fX/Ly8igvL8fT0/MXzfdmp3ApIiIi9aZVq1aMHTuW2bNnM378eKO8c+fOzJ8/3zj4UlVVxe7dux1WIH8cNH+pDz/8kM8++wyAe+65h0mTJjm0MZvNxqv5ulgsFt58800ARo8ebZSXl5c7rFrWaNasGXAt4N4u4VJ7LkVERKTerFixgpSUFLy9vXn11Vd5++23iY2NJS8vj4SEBC5cuADAvn37uHjxosNhnuvRq1cv/vKXvzB+/HjOnz/PyJEjycvLM+qLioooKCj4ybGKi4sZN24cp0+fZuTIkXZBtK5PG/24ruYV+u1AK5ciIiJSL8rLy1m2bBk+Pj6kpaUZr5X79etHcHAw06dPJy0tjcTERMxmM0FBQfj5+f3mcUNCQgDo06cP3bt357nnnuP9999nyZIlwLVVS09PTzp37lxr/7y8PF5++WW+//57RowYQWJiol198+bN6/yeZU357bJqCQqXIiIiDUqIT5MbPYXfTWFhIVarlYiICCNY1hgwYABz5841TmmbTCa7U+LO8oc//IGgoCC+/fZbo8xsNhMaGoqrq2Ms+vrrr5k2bRpWq5XExERGjhzp0Mbf35+zZ8/WOp7FYsHLyws3Nzfn3UQDp3ApIiLSgDjjRHZDVbNf8urVqw51NpuN6upqbDYbZ86c4cSJE0yZMuW6xrHZbPzbv/0bTZs25a9//atD/cWLF42wZ7Va2bNnT61jbd26lddff53GjRvz1ltvOXzWqEanTp3Iz8+nqKjI7mPvFRUVHDt2jO7du1/Xfdysbp8NACIiInJDtW3bFj8/P7Zs2eLwyzobNmzAarUSFhaGyWTCw8PD7uT4r9GoUSN8fHzIzc1l586ddnX//d//zenTp4mIiABg7969WK1W4xNENY4cOcL06dNxdXVl0aJFdQZLgEcffRSATz75xK589erVVFZW8sQTT1zXfdystHIpIiIi9cLFxYWpU6cyefJk4uLiGDx4MC1btuTAgQNkZmYSFBTEqFGjmDFjBiEhIbW+pv6lJk2axP/7f/+PV199lSFDhnD33Xdz8OBBvvzyS+69917GjRsHXHv93r59e1q1amXX/7333sNqtRIeHo7FYiEzM9NhjIiICNzd3encuTPR0dFkZGRQVlZG9+7dycvLY/369fTu3dsIsrcLhUsRERGpN2FhYaSmppKamsqaNWu4dOkSvr6+DB8+nPj4eNzc3MjOziYpKek3jXPvvfeyYsUKPvzwQzZt2sSFCxdo3bo1w4cP5/nnnzcO2OzYsYPIyEi7vlVVVezduxe4Fj5NJlOtY6xfvx53d3cApk6dyt13380XX3zBN998g6+vL88//zxxcXG31e+KAzQqLS2t+/y8iIiIOFVJSYndr9CIXI+G/HekPZciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIlKvCgoKSElJISoqivDwcIYNG8Znn31GdXW1Q9ucnBxCQ0MpKipyqLtw4QLR0dF8/PHHv2jcN954g9DQUIqLi2utP3v2LKGhoezevRuAiooKlixZwpAhQ+jZsyf9+/cnKSmJ3Nxch75Xr15l1apVDBs2jN69e/PUU0+xePFiKioqftHcbiWuN3oCIiIicvsoLi4mPj4eq9XK008/jb+/P9u2bWPBggUUFBTw2muv2bU3m820adOGgIAAu/KKigqSk5OxWCy/aNy//e1v/M///M9PtjGZTDRv3pwuXbpgs9mYMmUKWVlZ9O/fn9jYWH744QfWrVvH6NGjWbhwIaGhoUbfefPmkZGRwcMPP8wzzzzDoUOHWLFiBfn5+SxatIhGjRr9wid081O4FBERkXqzcuVKysrKmDNnDlFRUQAMHTqUhIQE0tPTiYmJITAw0GhvMpno2bOn3TWOHTvGG2+8wbFjx37RmMXFxcyfP5+mTZtSWVlZZzuz2UxISAhNmjRh8+bNZGVl8dxzz5GQkGC0efLJJ4mNjeWdd95hzZo1ABw8eJCMjAwGDRpESkqK0dbf35/FixezZcsW415vB3otLiIiIvWmsLAQgF69etmV9+3bF4DDhw8bZSUlJRw9epTw8HCjbPny5YwcOZKSkhKGDx/+s+NdvXqV6dOnc/fdd9OvX7862125coXs7GxjrF27dgEwZMgQu3atW7fmwQcf5MSJE5SWlgKwadMmAEaMGGHXNiYmBjc3N6P+dqGVSxERkQbEfVbCzze6QS6/ufg3XyMwMJCsrCyOHz9Ox44djfKa0Onj42OUmUwm3N3d6dq1q1F26NAhoqOjGTNmDAUFBaxateonx1u+fDn5+fmsWLGCTz/9tM52OTk5XLp0iR49egAwceJEhg4diq+vr0Pbc+fOAeDicm2NLjc3lxYtWtCmTRu7ds2aNaNdu3YcPHjwJ+d4q1G4FBERaUAaH8u70VP4XcXFxbFz505mzZpFcnIyAQEBbN++nfT0dEJCQujSpYvR1mw2061bN5o2bWqUzZw50/h3QUHBT46Vm5vLsmXLmDRpEm3btv3JtiaTifvuu4/WrVsD4OXlhZeXl0O7/fv3k5uby/3330+LFi0AsFgs3HXXXbVe19fXl7y8PMrLy/H09PzJOdwqFC5FRESk3rRq1YqxY8cye/Zsxo8fb5R37tyZ+fPnGwdfqqqq2L17NxMmTLDr/+Og+VMuXbrE9OnTeeihhxg2bNjPtjebzcar+bpYLBbefPNNAEaPHm2Ul5eXO6xa1mjWrBkAly9fVrgUERERcbYVK1bwwQcfcM899zBhwgS8vb3Zt28fn3/+OQkJCbz//vvccccd7Nu3j4sXLzoc5vml3nnnHc6fP8+SJUt+9qR2UVERBQUFPzlWcXExEydO5PTp04wcOdIuiNpstjr71dTVvEK/HShcioiISL0oLy9n2bJl+Pj4kJaWZrxW7tevH8HBwUyfPp20tDQSExMxm80EBQXh5+f3q8f5v//3//LFF1/wyiuv0LRpU+PgzZUrV4Br38csLS01XnubzWY8PT3p3LlzrdfLy8vj5Zdf5vvvv2fEiBEkJiba1Tdv3rzO71nWlN8uq5agcCkiItKgXG3X4UZP4XdTWFiI1WolIiLCCJY1BgwYwNy5c41T2iaTye6U+K/xzTffANe+PTlv3jyH+n/7t38D/nEi3Gw2ExoaiqurYyz6+uuvmTZtGlarlcTEREaOHOnQxt/fn7Nnz9Y6F4vFgpeXF25ubtd1LzcjhUsREZEGxBknshuqmv2SV69edaiz2WxUV1djs9k4c+YMJ06cYMqUKdc1zr/927/x2GOPOZR/+umnZGVlMWvWLLy9vQGwWq3s2bOn1rG2bt3K66+/TuPGjXnrrbfo379/reN16tSJ/Px8ioqK7D72XlFRwbFjx+jevft13cfN6vbZACAiIiI3VNu2bfHz82PLli0Ov6yzYcMGrFYrYWFhmEwmPDw87E6O/9pxQkNDHf5r1aoVcO3wUM2v6+zduxer1Wp8gqjGkSNHmD59Oq6urixatKjOYAnw6KOPAvDJJ5/Yla9evZrKykqeeOKJ67qPm5VWLkVERKReuLi4MHXqVCZPnkxcXByDBw+mZcuWHDhwgMzMTIKCghg1ahQzZswgJCSk1tfUzmYymWjfvr0RPGu89957WK1WwsPDsVgsZGZmOvSNiIjA3d2dzp07Ex0dTUZGBmVlZXTv3p28vDzWr19P7969iYiI+N3voyFRuBQREZF6ExYWRmpqKqmpqaxZs4ZLly7h6+vL8OHDiY+Px83NjezsbJKSkuplPjt27CAyMtKurKqqir179wLXwqfJZKq17/r163F3dwdg6tSp3H333XzxxRd88803+Pr68vzzzxMXF3db/a44QKPS0tK6z8+LiIiIU5WUlNj9Co3I9WjIf0facykiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiL1qqCggJSUFKKioggPD2fYsGF89tlnVFdXO7TNyckhNDSUoqIih7oLFy4QHR3Nxx9/XOs4qamphIaG1vpfbX3Onj1LaGgou3fvBqCiooIlS5YwZMgQevbsSf/+/UlKSiI3N9eh79WrV1m1ahXDhg2jd+/ePPXUUyxevJiKiopf+3hueq43egIiIiJy+yguLiY+Ph6r1crTTz+Nv78/27ZtY8GCBRQUFPDaa6/ZtTebzbRp04aAgAC78oqKCpKTk7FYLHWOdfToUdzd3R2uCXDfffc5lJlMJpo3b06XLl2w2WxMmTKFrKws+vfvT2xsLD/88APr1q1j9OjRLFy4kNDQUKPvvHnzyMjI4OGHH+aZZ57h0KFDrFixgvz8fBYtWkSjRo1+7aO6aSlcioiISL1ZuXIlZWVlzJkzh6ioKACGDh1KQkIC6enpxMTEEBgYaLQ3mUz07NnT7hrHjh3jjTfe4NixYz851pEjR2jbti2PPfbYL5qb2WwmJCSEJk2asHnzZrKysnjuuedISEgw2jz55JPExsbyzjvvsGbNGgAOHjxIRkYGgwYNIiUlxWjr7+/P4sWL2bJli3GvtwO9FhcREZF6U1hYCECvXr3syvv27QvA4cOHjbKSkhKOHj1KeHi4UbZ8+XJGjhxJSUkJw4cPr3OciooKTp06Rdu2bX/RvK5cuUJ2drYx1q5duwAYMmSIXbvWrVvz4IMPcuLECUpLSwHYtGkTACNGjLBrGxMTg5ubm1F/u9DKpYiISANyOXvSjZ5Cndy7LfzN1wgMDCQrK4vjx4/TsWNHo7wmdPr4+BhlJpMJd3d3unbtapQdOnSI6OhoxowZQ0FBAatWrap1nGPHjlFdXU27du0AsFqtNG7cGFfX2qNPTk4Oly5dokePHgBMnDiRoUOH4uvr69D23LlzALi4XFujy83NpUWLFrRp08auXbNmzWjXrh0HDx786Ydyi1G4FBERaUCqy/Jv9BR+V3FxcezcuZNZs2aRnJxMQEAA27dvJz09nZCQELp06WK0NZvNdOvWjaZNmxplM2fONP5dUFBQ5zhHjhwBroXRYcOGUVBQgIuLC126dGHSpEn84Q9/sGtvMpm47777aN26NQBeXl54eXk5XHf//v3k5uZy//3306JFCwAsFgt33XVXrfPw9fUlLy+P8vJyPD09f/4B3QL0WlxERETqTatWrRg7diwWi4Xx48czcOBA/vKXv9CxY0fmz59vHHypqqpi9+7dDvstfxw0f0pNuNy3bx9Dhgxh/vz5xMfHk5+fz4svvkheXp5de7PZ7DDWP7NYLLz55psAjB492igvLy/H3d291j7NmjUD4PLly79o3rcCrVyKiIhIvVmxYgUffPAB99xzDxMmTMDb25t9+/bx+eefk5CQwPvvv88dd9zBvn37uHjx4s8Gvrp0794dDw8Phg8fbqxA9unTh549exIfH8+7777LsmXLACgqKqKgoOAnxyouLmbixImcPn2akSNHGntEAWw2W539aupqXqHfDhQuRUREpF6Ul5ezbNkyfHx8SEtLM14r9+vXj+DgYKZPn05aWhqJiYmYzWaCgoLw8/O7rrF69+5N7969Hco7dOjAAw88wP79+7l48SIeHh6YzWY8PT3p3LlzrdfKy8vj5Zdf5vvvv2fEiBEkJiba1Tdv3rzO71nWlN8ur8RB4VJERKRBcWkRfKOn8LspLCzEarUSERFhBMsaAwYMYO7cucYpbZPJZHdK3Jm8vb2x2WxcvnzZCJehoaG1Hvb5+uuvmTZtGlarlcTEREaOHOnQxt/fn7Nnz9Y6lsViwcvLCzc3N6ffR0OlcCkiItKAOONEdkNVs1/y6tWrDnU2m43q6mpsNhtnzpzhxIkTTJky5brGsdlsjBo1Crj26aJ/duLECTw8PPiXf/kXrFYre/bsqXWsrVu38vrrr9O4cWPeeust+vfvX+t4nTp1Ij8/n6KiIruPvVdUVHDs2DG6d+9+Xfdxs7p9NgCIiIjIDdW2bVv8/PzYsmWLwy/rbNiwAavVSlhYGCaTCQ8PD7uT479Go0aNuPPOO8nLy+Prr7+2q/vyyy85ceIEjz32GI0bN2bv3r1YrVbjE0Q1jhw5wvTp03F1dWXRokV1BkuARx99FIBPPvnErnz16tVUVlbyxBNPXNd93Ky0cikiIiL1wsXFhalTpzJ58mTi4uIYPHgwLVu25MCBA2RmZhIUFMSoUaOYMWMGISEhdX6T8pd46aWXyM3N5Y033mDQoEEEBgZy8OBBvvzyS9q2bcu4ceOAa6/f27dvT6tWrez6v/fee1itVsLDw7FYLGRmZjqMERERgbu7O507dyY6OpqMjAzKysro3r07eXl5rF+/nt69exMREXHd93EzUrgUERGRehMWFkZqaiqpqamsWbOGS5cu4evry/Dhw4mPj8fNzY3s7GySkpJ+0zht27ZlxYoVfPTRR2zevJkLFy7g4+PD8OHDGTVqFHfccQcAO3bsIDIy0q5vVVUVe/fuBa6FT5PJVOsY69evNz5BNHXqVO6++26++OILvvnmG3x9fXn++eeJi4u7rX5XHKBRaWlp3efnRURExKlKSkrsfoVG5Ho05L8j7bkUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQREZF6VVBQQEpKClFRUYSHhzNs2DA+++wzqqurHdrm5OQQGhpKUVGRQ92FCxeIjo7m448/rnOs//7v/+b555+nT58+PProo7zyyisUFBTU2vbs2bOEhoaye/duACoqKliyZAlDhgyhZ8+e9O/fn6SkJHJzcx36Xr16lVWrVjFs2DB69+7NU089xeLFi6moqPilj+WWoXApIiIi9aa4uJj4+Hi2b9/On/70J5KSkvD19WXBggXMmzfPob3ZbKZNmzYEBATYlVdUVJCcnIzFYqlzrI8++og333yTJk2akJiYyMCBA9m9ezfx8fEUFxc7tDeZTDRv3pwuXbpgs9mYMmUKaWlptG/fnsmTJxMTE8O3337L6NGj2bVrl13fefPmsXDhQtq2bcukSZMICwtjxYoVvPLKK9hstut8Wjcn1xs9AREREbl9rFy5krKyMubMmUNUVBQAQ4cOJSEhgfT0dGJiYggMDDTam0wmevbsaXeNY8eO8cYbb3Ds2LE6x8nPzyctLY3evXszb948GjduDEBoaChjx45lxYoVpKSk2PUxm82EhITQpEkTNm/eTFZWFs899xwJCQlGmyeffJLY2Fjeeecd1qxZA8DBgwfJyMhg0KBBdtf09/dn8eLFbNmyxbjX24FWLkVERKTeFBYWAtCrVy+78r59+wJw+PBho6ykpISjR48SHh5ulC1fvpyRI0dSUlLC8OHD6xwnIyOD6upqXn75ZSNYAjz44IOMHj2ajh072rW/cuUK2dnZxlg1K5NDhgyxa9e6dWsefPBBTpw4QWlpKQCbNm0CYMSIEXZtY2JicHNzM+pvF1q5FBERaUA+/nLWjZ5CnUY/8eZvvkZgYCBZWVkcP37cLuDVhE4fHx+jzGQy4e7uTteuXY2yQ4cOER0dzZgxYygoKGDVqlW1jpOdnU27du3w9/cHroXH6upq3NzceOGFFxza5+TkcOnSJXr06AHAxIkTGTp0KL6+vg5tz507B4CLy7U1utzcXFq0aEGbNm3s2jVr1ox27dpx8ODBn38wtxCFSxERkQbkZEndr3pvBXFxcezcuZNZs2aRnJxMQEAA27dvJz09nZCQELp06WK0NZvNdOvWjaZNmxplM2fONP5d18GcK1euUFRURHh4OHv37uU//uM/jIDXqVMnJk2axAMPPGDXx2Qycd9999G6dWsAvLy88PLycrj2/v37yc3N5f7776dFixYAWCwW7rrrrlrn4uvrS15eHuXl5Xh6ev6yh3ST02txERERqTetWrVi7NixWCwWxo8fz8CBA/nLX/5Cx44dmT9/Po0aNQKgqqqK3bt3O+y3/HHQrEt5eTnV1dV89913JCYm8sc//pG5c+cyceJECgoKGDdunMNqotlsdhjrn1ksFt5889rq7ejRo+3Gc3d3r7VPs2bNALh8+fLPzvtWoZVLERERqTcrVqzggw8+4J577mHChAl4e3uzb98+Pv/8cxISEnj//fe544472LdvHxcvXvzZwFebyspKAE6ePMlLL71ktxcyJCSE5557joULF7J06VIAioqKKCgo+MmxiouLmThxIqdPn2bkyJHGHlHgJ0+D19TVvEK/HShcioiISL0oLy9n2bJl+Pj4kJaWZrxW7tevH8HBwUyfPp20tDQSExMxm80EBQXh5+f3q8epWUVs3LgxQ4cOtav7wx/+wAMPPMD+/fu5fPky7u7umM1mPD096dy5c63Xy8vL4+WXX+b7779nxIgRJCYm2tU3b968zu9Z1pTfLq/EQeFSRESkQbnHp92NnsLvprCwEKvVSkREhBEsawwYMIC5c+cap7RNJpPdKfFf44477sDDwwNXV1fc3Nwc6lu2bInNZuPixYtGuAwNDcXV1TEWff3110ybNg2r1UpiYiIjR450aOPv78/Zs2drnYvFYsHLy6vWedyqFC5FREQaEGecyG6oavZLXr161aHOZrNRXV2NzWbjzJkznDhxgilTplzXOI0aNaJDhw5kZ2djsVgcTnyfOnUKd3d3vL29sVqt7Nmzp9axtm7dyuuvv07jxo1566236N+/f63jderUifz8fIqKiuw+9l5RUcGxY8fo3r37dd3Hzer22QAgIiIiN1Tbtm3x8/Njy5YtDr+ss2HDBqxWK2FhYZhMJjw8POxOjv9af/rTn7DZbHz00Ud25Tt27ODQoUP0798fFxcX9u7di9VqNT5BVOPIkSNMnz4dV1dXFi1aVGewBHj00UcB+OSTT+zKV69eTWVlJU888cR138fNSCuXIiIiUi9cXFyYOnUqkydPJi4ujsGDB9OyZUsOHDhAZmYmQUFBjBo1ihkzZhASElLra+pf6tFHH2Xbtm188cUXfP/99/Tp04dTp07x+eef4+PjY/zqjslkon379rRq1cqu/3vvvYfVaiU8PByLxUJmZqbDGBEREbi7u9O5c2eio6PJyMigrKyM7t27k5eXx/r16+nduzcRERHXfR83I4VLERERqTdhYWGkpqaSmprKmjVruHTpEr6+vgwfPpz4+Hjc3NzIzs4mKSnpN481Z84c1q5dy4YNG3j33Xfx9PQkKiqKcePGGWFyx44dREZG2vWrqqpi7969wLXwaTKZar3++vXrjcNDU6dO5e677+aLL77gm2++wdfXl+eff564uDjj80q3i0alpaW316+pi4iI3EAlJSV2v0Ijcj0a8t+R9lyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNO43ugJiIiIyO2loKCADz/8kOzsbC5dukRAQACDBg3imWeewcXFft0rJyeHMWPGkJGRQUBAgF3dhQsXiI2N5cknn2T06NF2daGhoT87j127dtn9++zZs/zpT3/igw8+ICQkhIqKCtLS0tiyZQunT5/G3d2dzp07Ex8fT6dOnez6Xr16lTVr1rB+/XpOnz6Nt7c3AwYM4Pnnn6dZs2a/5vHc9BQuRUREpN4UFxcTHx+P1Wrl6aefxt/fn23btrFgwQIKCgp47bXX7NqbzWbatGnjECwrKipITk7GYrHUOs7MmTNrLd+5cyeZmZn069fPoc5kMtG8eXO6dOmCzWZjypQpZGVl0b9/f2JjY/nhhx9Yt24do0ePZuHChXYBdt68eWRkZPDwww/zzDPPcOjQIVasWEF+fj6LFi2iUaNGv/ZR3bQULkVERKTerFy5krKyMubMmUNUVBQAQ4cOJSEhgfT0dGJiYggMDDTam0wmevbsaXeNY8eO8cYbb3Ds2LE6x3nsscccys6ePcu7775LmzZtePPNNx3qzWYzISEhNGnShM2bN5OVlcVzzz1HQkKC0ebJJ58kNjaWd955hzVr1gBw8OBBMjIyGDRoECkpKUZbf39/Fi9ezJYtW4x7vR1oz6WIiIjUm8LCQgB69eplV963b18ADh8+bJSVlJRw9OhRwsPDjbLly5czcuRISkpKGD58+K8ae968eZw/f56pU6fi4eFhV3flyhWys7ONsWpemQ8ZMsSuXevWrXnwwQc5ceIEpaWlAGzatAmAESNG2LWNiYnBzc3NqL9daOVSRESkAdmwYcONnkKdnnrqqd98jcDAQLKysjh+/DgdO3Y0ymtCp4+Pj1FmMplwd3ena9euRtmhQ4eIjo5mzJgxFBQUsGrVql807q5du/j73//OY489xoMPPuhQn5OTw6VLl+jRowcAEydOZOjQofj6+jq0PXfuHICxPzQ3N5cWLVrQpk0bu3bNmjWjXbt2HDx48BfN8VahcCkiItKA1LWH8FYRFxfHzp07mTVrFsnJyQQEBLB9+3bS09MJCQmhS5cuRluz2Uy3bt1o2rSpUTZz5kzj3wUFBb943MWLF+Pq6sq4ceNqrTeZTNx33320bt0aAC8vL7y8vBza7d+/n9zcXO6//35atGgBXPv/7K677qr1ur6+vuTl5VFeXo6np+cvnu/NTK/FRUREpN60atWKsWPHYrFYGD9+PAMHDuQvf/kLHTt2ZP78+cbBl6qqKnbv3u2w3/LHQfOX2r9/P3l5eTz22GN1hkCz2eww1j+zWCzGXs0fn04vLy/H3d291j41J8UvX778q+d9s1K4FBERkXqzYsUKUlJS8Pb25tVXX+Xtt98mNjaWvLw8EhISuHDhAgD79u3j4sWLPxv4fonPP/8cgJEjR9ZaX1RUREFBwU+OVVxczLhx4zh9+jQjR4409ogC2Gy2OvvV1P3zJ5ZuZXotLiIiIvWivLycZcuW4ePjQ1pamvFauV+/fgQHBzN9+nTS0tJITEzEbDYTFBSEn5/fbxrzypUrmEwm/vjHPxIUFFRrG7PZjKenJ507d661Pi8vj5dffpnvv/+eESNGkJiYaFffvHlzKioqau1bU367vBIHhUsREZEGpbYDJLeKwsJCrFYrERERRrCsMWDAAObOnWuc0jaZTHanxK9XdnY2Fy9e5JFHHqmzjdlsJjQ0FFdXx1j09ddfM23aNKxWK4mJibWufvr7+3P27Nlar22xWPDy8sLNze36b+Imo3ApIiLSgDjjRHZDVbNf8urVqw51NpuN6upqbDYbZ86c4cSJE0yZMuU3j5mTkwNA9+7da623Wq3s2bOn1rG2bt3K66+/TuPGjXnrrbfo379/rdfo1KkT+fn5FBUV2X3svaKigmPHjtU59q3q9tkAICIiIjdU27Zt8fPzY8uWLQ6n4jds2IDVaiUsLAyTyYSHh4fdyfHr9e233+Lu7l7nK/G9e/ditVqNTxDVOHLkCNOnT8fV1ZVFixbVGSwBHn30UQA++eQTu/LVq1dTWVnJE0888Rvv4uailUsRERGpFy4uLkydOpXJkycTFxfH4MGDadmyJQcOHCAzM5OgoCBGjRrFjBkzCAkJqfU19a9VUFBA69at6zxQYzKZaN++Pa1atbIrf++997BarYSHh2OxWMjMzHToGxERYfzeeHR0NBkZGZSVldG9e3fy8vJYv349vXv3JiIi4jffx81E4VJERETqTVhYGKmpqaSmprJmzRouXbqEr68vw4cPJz4+Hjc3N7Kzs0lKSnLKeD/88AP3339/nfU7duwgMjLSrqyqqoq9e/cC18KnyWSqte/69euNTxBNnTqVu+++my+++IJvvvkGX19fnn/+eeLi4m6r3xUHaFRaWlr3+XkRERFxqpKSErtfoRG5Hg3570h7LkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRUREpF4VFBSQkpJCVFQU4eHhDBs2jM8++4zq6mqHtjk5OYSGhlJUVORQd+HCBaKjo/n4449rHed///d/+fOf/8xjjz1Gz549GThwIB9++CGVlZW1tj979iyhoaHs3r0bgIqKCpYsWcKQIUPo2bMn/fv3JykpidzcXIe+V69eZdWqVQwbNozevXvz1FNPsXjxYioqKn7No7kluN7oCYiIiMjto7i4mPj4eKxWK08//TT+/v5s27aNBQsWUFBQwGuvvWbX3mw206ZNGwICAuzKKyoqSE5OxmKx1DpOeXk5L7zwAmfPnuXJJ5+kffv2ZGdn89e//pVvv/2WRYsWOfQxmUw0b96cLl26YLPZmDJlCllZWfTv35/Y2Fh++OEH1q1bx+jRo1m4cCGhoaFG33nz5pGRkcHDDz/MM888w6FDh1ixYgX5+fksWrSIRo0aOeHp3RwULkVERKTerFy5krKyMubMmUNUVBQAQ4cOJSEhgfT0dGJiYggMDDTam0wmevbsaXeNY8eO8cYbb3Ds2LE6x9mwYQPFxcWMHz+euLg4AIYMGcKf//xnvvjiC3bs2EGPHj3s+pjNZkJCQmjSpAmbN28mKyuL5557joSEBKPNk08+SWxsLO+88w5r1qwB4ODBg2RkZDBo0CBSUlKMtv7+/ixevJgtW7YY93o70GtxERERqTeFhYUA9OrVy668b9++ABw+fNgoKykp4ejRo4SHhxtly5cvZ+TIkZSUlDB8+PBfPU5ERITDOABXrlwhOzvbGGvXrl3AtUD6Y61bt+bBBx/kxIkTlJaWArBp0yYARowYYdc2JiYGNzc3o/52oZVLERGRBmTNwJU3egp1emb9iJ9v9DMCAwPJysri+PHjdOzY0SivCYM+Pj5Gmclkwt3dna5duxplhw4dIjo6mjFjxlBQUMCqVatqHefee+8F4Pjx47Rr184oLygocBgHru3tvHTpkrGaOXHiRIYOHYqvr6/Dtc+dOweAi8u1Nbrc3FxatGhBmzZt7No1a9aMdu3acfDgwZ96JLcchUsREZEG5EzO6Rs9hd9VXFwcO3fuZNasWSQnJxMQEMD27dtJT08nJCSELl26GG3NZjPdunWjadOmRtnMmTONf9cExdoMHDiQrVu3snDhQtzc3Lj//vvZv38/qamptGvXjocfftiuvclk4r777qN169YAeHl54eXl5XDd/fv3k5uby/3330+LFi0AsFgs3HXXXbXOw9fXl7y8PMrLy/H09PxFz+hmp3ApIiIi9aZVq1aMHTuW2bNnM378eKO8c+fOzJ8/3zj4UlVVxe7du5kwYYJd/x8HzZ/SvHlzxo0bx7Rp00hOTjbK27Rpw/vvv0+zZs3s2pvNZuPVfF0sFgtvvvkmAKNHjzbKy8vLHVYta9SMc/ny5dsmXGrPpYiIiNSbFStWkJKSgre3N6+++ipvv/02sbGx5OXlkZCQwIULFwDYt28fFy9edDjM80v993//N+PHj8dms/HSSy8xf/58XnjhBUpKShg9ejRnz5412hYVFVFQUPCTYxUXFzNu3DhOnz7NyJEj7YKozWars19NXc0r9NuBVi5FRESkXpSXl7Ns2TJ8fHxIS0szXiv369eP4OBgpk+fTlpaGomJiZjNZoKCgvDz87uusf7jP/4DNzc3li1bZnzGqG/fvnTr1o1x48axYMEC5s6dC1xbtfT09KRz5861XisvL4+XX36Z77//nhEjRpCYmGhX37x58zq/Z1lTfrusWoLCpYiISINyV9frC1M3g8LCQqxWKxEREUawrDFgwADmzp1rnNI2mUx2p8R/jdLSUiwWC+Hh4Q7fx3zwwQe59957jQ+lw7VwGRoaiqurYyz6+uuvmTZtGlarlcTEREaOHOnQxt/f324l9McsFgteXl64ubld173cjBQuRUREGhBnnMhuqGr2S169etWhzmazUV1djc1m48yZM5w4cYIpU6Zc1ziurq40atSo1l/8qRm/5nW11Wplz549tY61detWXn/9dRo3bsxbb71F//79a71ep06dyM/Pp6ioyC7MVlRUcOzYMbp3735d93Gzun02AIiIiMgN1bZtW/z8/NiyZYvDL+ts2LABq9VKWFgYJpMJDw8Pu5Pjv4anpyf/+q//yu7duzly5Ihd3Y4dOzh58iRhYWEA7N27F6vV6vBB9SNHjjB9+nRcXV1ZtGhRncES4NFHHwXgk08+sStfvXo1lZWVPPHEE9d1HzcrrVyKiIhIvXBxcWHq1KlMnjyZuLg4Bg8eTMuWLTlw4ACZmZkEBQUxatQoZsyYQUhISK2vqX+pV155hdGjRzN69GiGDBnC3XffzZEjR1i/fj0tW7Y09k2aTKb/z97dR1V1Hfj/fwsooJRQBYyQWhU1Ri0/NYJGgmDEYEZjRDFKtUUko4KRxKiJmBhT8zBGTBCbmFi1RGdStf0iONpx7NCMab1XUSLqIMUHZLAF5JIoRUSuoPf3h4szvblgmuYGiX5ea3V1uR/O3veEPz5rn7P3oX///vj6+tr1X79+PVarlbCwMCwWC/v27XMYIzIyEk9PT4KDg5k4cSLZ2dnU1tYycuRIioqKyMnJITw83Di4/V6hcCkiIiJtZsSIEWzZsoUtW7awc+dO6uvr8ff358c//jGJiYm4u7uTn5/PokWLvtE4ffv2Zdu2bWzatIm9e/fy17/+lW7dujFhwgT++Z//2ThE/dChQ0RFRdn1bWpq4tixY8Ct8GkymVocIycnB09PTwCWL1/OAw88wJ49e/jDH/6Av78/c+bMIT4+/p76rjhAh5qamtb3z4uIiIhTVVdXO3wdRuTras9/R3rnUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkRERNpUWVkZqampjBs3jrCwMJ5++mm2b9/OzZs3HdoWFBQQGhpKeXm5Q92VK1eYOHEiv/jFL1oc5+LFi6xcuZLHH3+ciIgIZs+ezb59+1qdV1VVFaGhoRw9ehSAhoYGPvjgA6ZOncqoUaMYO3YsixYtorCw0KHvjRs3+NWvfsXTTz9NeHg4Tz31FBs2bKChoeHvvS13Dbc7PQERERG5d1RUVJCYmIjVamXatGkEBARw4MAB0tPTKSsrY9myZXbtzWYzPXv2JDAw0K68oaGBJUuWYLFYWhynsrKShIQELl++zIQJExg4cCDHjh1j5cqVFBcXs2jRIoc+JpOJzp07M2TIEGw2G0uXLiUvL4+xY8cSFxfH5cuXycrKYu7cuaxbt47Q0FCj75o1a8jOzuaxxx5j+vTpnD59mq1bt1JcXExGRgYdOnRwwt37blC4FBERkTbz8ccfU1tby5tvvsm4ceMAiI2NJTk5mV27djFjxgx69epltDeZTIwaNcruGiUlJbzyyiuUlJS0Ok5GRgaXLl1i2bJlTJkyxRjn/vvv59/+7d+IiIhg2LBhdn3MZjMhISF07NiR/fv3k5eXx+zZs0lOTjbaTJo0ibi4ON555x127twJwKlTp8jOziYmJobU1FSjbUBAABs2bCA3N9f4rfcCPRYXERGRNnPhwgUAHn30UbvyiIgIAM6cOWOUVVdXc+7cOcLCwoyyjz76iFmzZlFdXc2Pf/zjFsdobGzEZDLxgx/8gJiYGLu6hIQEALKzsx365OfnG2MdOXIEgKlTp9q16969O8OGDaO0tJSamhoA9u7dC8DMmTPt2s6YMQN3d3ej/l6hlUsREZF2ZNzelh/ztgf/NdH/G1+jV69e5OXlcf78eQYNGmSUN4dOPz8/o8xkMuHp6cnQoUONstOnTzNx4kTmzZtHWVkZv/rVrxzGqKmpwWq10rdvX4fH0d/73vf4/ve/T1FRkV15QUEB9fX1PPLIIwAsXLiQ2NhY/P0df/OlS5cAcHG5tUZXWFiIt7c3PXv2tGvn4eFBUFAQp06d+uobcxdRuBQREWlHjlY33ukpfKvi4+M5fPgwq1atYsmSJQQGBnLw4EF27dpFSEgIQ4YMMdqazWaGDx9Op06djLKf/exnxr/LyspaHMPT0xOAq1evOtTduHGDK1euOGy0MZlM9O3bl+7duwPg4+ODj4+PQ/8TJ05QWFhIv3798Pb2BsBisXD//fe3OBd/f3+Kioqoq6vDy8urlbtyd9FjcREREWkzvr6+zJ8/H4vFwoIFC5g8eTJr165l0KBBpKWlGSuNTU1NHD161OF9y78Nmq3x8vIiKCiIEydOUFlZaVd34MABmpqasFqtduVms9lhrC+zWCy8+uqrAMydO9cor6urMwLtl3l4eABw7dq1r5z33ULhUkRERNrM1q1bSU1NpWvXrrz00ku8/fbbxMXFUVRURHJyMleuXAHg+PHjXL169SsDX2vmzp2L1Wrlueee49ChQ1RUVPAf//Ef/Mu//Ave3t64uf3fw9vy8nLKyspuO1ZFRQVJSUlUVlYya9Ys4x1RAJvN1mq/5rrmR+j3Aj0WFxERkTZRV1fH5s2b8fPzIzMz03isPGbMGAYMGMDKlSvJzMwkJSUFs9lM79696dGjxz801pgxY1ixYgXr1q3jueeeA+C+++7jueee43e/+53dTnOz2YyXlxfBwcEtXquoqIjFixfzxRdfMHPmTFJSUuzqO3fu3Op5ls3l98ojcVC4FBERaVdC/Dre6Sl8ay5cuIDVaiUyMtIIls2io6NZvXq1sUvbZDLZ7RL/Rzz55JM8/vjjnD17FhcXF/r27UunTp3YtGkTDzzwgNHObDYTGhpqt5rZ7NNPP2XFihVYrVZSUlKYNWuWQ5uAgACqqqpanIPFYsHHxwd3d/dv9Fu+SxQuRURE2hFn7Mhur5rfl7xx44ZDnc1m4+bNm9hsNi5evEhpaSlLly79h8cymUzU1tbyxBNPMHjwYKP8/PnzXLx4kQkTJgBgtVr57LPPWhzrk08+4eWXX8bV1ZW33nqLsWPHtjjW4MGDKS4upry83O6w94aGBkpKShg5cuQ//Du+i+6dFwBERETkjurTpw89evQgNzfX4cs6u3fvxmq1MmLECEwmE126dLHbOf51/dd//Rc/+9nPjCOO4NZZluvXr8fd3d04v/LYsWNYrVbjCKJmZ8+eZeXKlbi5uZGRkdFqsAQYP348ANu2bbMr37FjB9evXzeC7L1CK5ciIiLSJlxcXFi+fDkvvPAC8fHxTJkyhW7dunHy5En27dtH7969SUhI4LXXXiMkJKTFx9R/r5/85Cf893//NwsXLmTatGl4eHiwb98+CgsLefnll/H19QVurXD279/f+Hez9evXY7VaCQsLw2KxtPhN8sjISDw9PQkODmbixIlkZ2dTW1vLyJEjKSoqIicnh/DwcCIjI//h3/FdpHApIiIibWbEiBFs2bKFLVu2sHPnTurr6/H39+fHP/4xiYmJuLu7k5+f3+K3v7+OoKAgPvjgAzZu3MjWrVu5efMm/fv3Z/369YwYMcJod+jQIaKiouz6NjU1cezYMeBW+DSZTC2OkZOTYxxBtHz5ch544AH27NnDH/7wB/z9/ZkzZw7x8fH31HfFATrU1NS0vn9eREREnKq6utruKzQi/4j2/Hekdy5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGnc7vQERERE5N5SVlbGhx9+SH5+PvX19QQGBhITE8P06dNxcbFf9yooKGDevHlkZ2cTGBhITU0NmzZt4uDBg1RXV+Pl5cXDDz/MvHnz6NWrl13fhoYGtm7dyv79+6murqZ79+5MnjyZuLg4XF1dHeZVVVXFk08+yfvvv09ISAgNDQ1kZmaSm5tLZWUlnp6eBAcHk5iYyODBg+363rhxg507d5KTk0NlZSVdu3YlOjqaOXPm4OHh4fR72J4pXIqIiEibqaioIDExEavVyrRp0wgICODAgQOkp6dTVlbGsmXL7NqbzWZ69uxJYGAgVquVpKQkSktLmThxIgMHDqSiooKsrCwOHz7M5s2bCQoKAuDmzZssW7aMQ4cO8eSTTzJo0CDy8vJYv349Fy5cYPny5Q5zM5lMdO7cmSFDhmCz2Vi6dCl5eXmMHTuWuLg4Ll++TFZWFnPnzmXdunWEhoYafdesWUN2djaPPfYY06dP5/Tp02zdupXi4mIyMjLo0KHDt3tj2xGFSxEREWkzH3/8MbW1tbz55puMGzcOgNjYWJKTk9m1axczZsywW4E0mUyMGjUKgO3bt1NSUkJqaioxMTFGm6ioKBISEnjvvfdIT08H4Pe//z1ms5kFCxYQHx8PQExMDP/yL/9CdnY2kyZNclh9NJvNhISE0LFjR/bv309eXh6zZ88mOTnZaDNp0iTi4uJ455132LlzJwCnTp0iOzubmJgYUlNTjbYBAQFs2LCBulESYwABAABJREFU3Nxc47feC/TOpYiIiLSZCxcuAPDoo4/alUdERABw5swZo6y6uppz584RFhYGQF5eHh07dmTSpEl2fQcMGECfPn04duyYUfbb3/6Wjh078vTTT9u1/elPfwrA3r177cobGxvJz883xjpy5AgAU6dOtWvXvXt3hg0bRmlpKTU1NXbXmjlzpl3bGTNm4O7u7jDW3U4rlyIiIu2I56rkr250h1x7dcM3vkavXr3Iy8vj/PnzDBo0yChvDp1+fn5GmclkwtPTk6FDhwLw+uuvc+nSJYf3JW02G5cvX7Z7X7OwsJCgoCA8PT3t2gYGBvL973+fU6dO2ZUXFBRQX1/PI488AsDChQuJjY3F39/f4TdcunQJwBivsLAQb29vevbsadfOw8ODoKAgh7HudgqXIiIi7YhrSdGdnsK3Kj4+nsOHD7Nq1SqWLFlCYGAgBw8eZNeuXYSEhDBkyBCjrdlsZvjw4XTq1AkAX19ffH19Ha65f/9+Pv/8c0aPHg3c2shTW1trhNIv8/f3p6Kiwq7MZDLRt29funfvDoCPjw8+Pj4OfU+cOEFhYSH9+vXD29sbAIvFwv3339/qWEVFRdTV1eHl5XX7m3OXULgUERGRNuPr68v8+fN54403WLBggVEeHBxMWlqasfGlqamJo0eP8uyzz972eiUlJaSlpeHq6kpiYiIAdXV1AHTu3LnFPh4eHly7ds2uzGw2G4/mW2OxWHj11VcBmDt3rlFeV1fnsGr5t2MBXLt27Z4Jl3rnUkRERNrM1q1bSU1NpWvXrrz00ku8/fbbxMXFUVRURHJyMleuXAHg+PHjXL161djM05LTp08bfRYvXsxDDz0E3HpM/rf//2U2m83u0Xp5eTllZWW3HauiooKkpCQqKyuZNWuWXRBtbZy/rfvyEUt3M61cioiISJuoq6tj8+bN+Pn5kZmZaTxWHjNmDAMGDGDlypVkZmaSkpKC2Wymd+/e9OjRo8VrmUwmXnnlFerr61m8eDGxsbFGXfOKZUNDQ4t9Gxoa6NKli/Fvs9mMl5cXwcHBLbYvKipi8eLFfPHFF8ycOZOUlBS7+s6dO992LOCeWbUEhUsREZF25UbQwDs9hW/NhQsXsFqtREZGGsGyWXR0NKtXrzZ2aZtMJmPn9pdlZWWxdu1aXFxcWLVqFdHR0Xb1Xbp0wcfHB4vF0mJ/i8ViF1rNZjOhoaG4uTnGok8//ZQVK1ZgtVpJSUlh1qxZDm0CAgKoqqpqdSwfHx/c3d1brL8bKVyKiIi0I87Ykd1eNW/MuXHjhkOdzWbj5s2b2Gw2Ll68SGlpKUuXLnVot337dtLT0/H29mbNmjUMGzasxbEGDRpEfn4+DQ0Ndl/IKS8vp6amxgikVquVzz77rMWxPvnkE15++WVcXV156623GDt2bItjDR48mOLiYsrLywkMDDTKGxoaKCkpYeTIkbe5K3efe+cFABEREbmj+vTpQ48ePcjNzXVYVdy9ezdWq5URI0ZgMpno0qWL3c5xgEOHDrFu3Truu+8+Nm7c2GqwBBg/fjxWq9U46LzZtm3bAJg4cSIAx44dw2q1GkcQNTt79iwrV67Ezc2NjIyMVoNl81h/e+1mO3bs4Pr160yYMKHVvncjrVyKiIhIm3BxcWH58uW88MILxMfHM2XKFLp168bJkyfZt28fvXv3JiEhgddee42QkBCHx9TvvvsuNpuN8PBwzpw5Y3fgerMnnngCgMcff5zdu3ezYcMGKioqGDhwIIcPH+b3v/8906ZN48EHHwRuPX7v37+/wxFH69evx2q1EhYWhsViYd++fQ5jRUZGGt8bnzhxItnZ2dTW1jJy5EiKiorIyckhPDycyMhIJ93B74YONTU1rW9xEhEREaeqrq62Oyj8XlRcXMyWLVuMg8v9/f0ZM2YMiYmJuLu7ExUVxaJFi5g8ebLR5+LFiw5f5mlJ8zubcOv4n02bNvG73/2OmpoaAgICiImJYfr06cbu7alTpxIVFUVSUpLRr6mpiYiICBobG287Vk5ODgEBAUafbdu2sWfPHiwWC/7+/owfP574+Hi7x/LO0p7/jhQuRURE2lB7DgXy3dGe/470zqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiLSpsrIyUlNTGTduHGFhYTz99NNs376dmzdvOrQtKCggNDSU8vJyAGpqakhLS+Opp55i1KhRPP7446SmpvK///u/tx2zoqKCiIgI9u7d22qbqqoqQkNDOXr0KAANDQ188MEHTJ06lVGjRjF27FgWLVpEYWGhQ98bN27wq1/9iqeffprw8HCeeuopNmzYQENDw9e4M3cHtzs9AREREbl3VFRUkJiYiNVqZdq0aQQEBHDgwAHS09MpKytj2bJldu3NZjM9e/YkMDAQq9VKUlISpaWlTJw4kYEDB1JRUUFWVhaHDx9m8+bNBAUFOYx56dIlFi1axLVr1247N5PJROfOnRkyZAg2m42lS5eSl5fH2LFjiYuL4/Lly2RlZTF37lzWrVtHaGio0XfNmjVkZ2fz2GOPMX36dE6fPs3WrVspLi4mIyODDh06OOcGfgcoXIqIiEib+fjjj6mtreXNN99k3LhxAMTGxpKcnMyuXbuYMWMGvXr1MtqbTCZGjRoFwPbt2ykpKSE1NZWYmBijTVRUFAkJCbz33nukp6fbjVdQUMCrr75KVVXVV87NbDYTEhJCx44d2b9/P3l5ecyePZvk5GSjzaRJk4iLi+Odd95h586dAJw6dYrs7GxiYmJITU012gYEBLBhwwZyc3ON33ov0GNxERERaTMXLlwA4NFHH7Urj4iIAODMmTNGWXV1NefOnSMsLAyAvLw8OnbsyKRJk+z6DhgwgD59+nDs2DG78jVr1jBv3jxsNptdGG1JY2Mj+fn5xlhHjhwBYOrUqXbtunfvzrBhwygtLaWmpgbAeNQ+c+ZMu7YzZszA3d39to/i70ZauRQREWlHruU/f6en0CrP4eu+8TV69epFXl4e58+fZ9CgQUZ5c+j08/MzykwmE56engwdOhSA119/nUuXLuHq6mp3TZvNxuXLl3FxsV8zO3v2LLNmzWLOnDkcOHCA7OzsVudVUFBAfX09jzzyCAALFy4kNjYWf39/h7aXLl0CMMYrLCzE29ubnj172rXz8PAgKCiIU6dO3f6m3GUULkVERNqRm7XFd3oK36r4+HgOHz7MqlWrWLJkCYGBgRw8eJBdu3YREhLCkCFDjLZms5nhw4fTqVMnAHx9ffH19XW45v79+/n8888ZPXq0Xfn7779v9P0qJpOJvn370r17dwB8fHzw8fFxaHfixAkKCwvp168f3t7eAFgsFu6///4Wr+vv709RURF1dXV4eXn9XXP5rlO4FBERkTbj6+vL/PnzeeONN1iwYIFRHhwcTFpamrHxpampiaNHj/Lss8/e9nolJSWkpaXh6upKYmKiXd3fGyzhVpBtfjTfGovFwquvvgrA3LlzjfK6ujqHVctmHh4eAFy7du2eCZd651JERETazNatW0lNTaVr16689NJLvP3228TFxVFUVERycjJXrlwB4Pjx41y9etXYzNOS06dPG30WL17MQw899A/Nqby8nLKystuOVVFRQVJSEpWVlcyaNcsuiNpstlb7Ndd9+ZH93UwrlyIiItIm6urq2Lx5M35+fmRmZhqPlceMGcOAAQNYuXIlmZmZpKSkYDab6d27Nz169GjxWiaTiVdeeYX6+noWL15MbGzsPzwvs9mMl5cXwcHBLdYXFRWxePFivvjiC2bOnElKSopdfefOnVs9z7K5/F5ZtQSFSxERkXbFxXvAnZ7Ct+bChQtYrVYiIyONYNksOjqa1atXG7u0TSaTsXP7y7Kysli7di0uLi6sWrWK6OjobzQvs9lMaGgobm6OsejTTz9lxYoVWK1WUlJSmDVrlkObgICAVo86slgs+Pj44O7u/o3m+F2icCkiItKOOGNHdnvV/A7kjRs3HOpsNhs3b97EZrNx8eJFSktLWbp0qUO77du3k56ejre3N2vWrGHYsGHfaE5Wq5XPPvusxbE++eQTXn75ZVxdXXnrrbcYO3Zsi9cYPHgwxcXFlJeXExgYaJQ3NDRQUlLCyJEjv9Ecv2vunRcARERE5I7q06cPPXr0IDc3F4vFYle3e/durFYrI0aMwGQy0aVLF7ud4wCHDh1i3bp13HfffWzcuPEbB0uAY8eOYbVajSOImp09e5aVK1fi5uZGRkZGq8ESYPz48QBs27bNrnzHjh1cv36dCRMmfON5fpdo5VJERETahIuLC8uXL+eFF14gPj6eKVOm0K1bN06ePMm+ffvo3bs3CQkJvPbaa4SEhDg8pn733Xex2WyEh4dz5swZuwPXmz3xxBNfa04mk4n+/fs7HHG0fv16rFYrYWFhWCwW9u3b59A3MjIST09PgoODmThxItnZ2dTW1jJy5EiKiorIyckhPDycyMjIrzWn7zqFSxEREWkzI0aMYMuWLWzZsoWdO3dSX1+Pv78/P/7xj0lMTMTd3Z38/HwWLVpk1+/ixYuUlZUBt76I09pXb75uuDx06BBRUVF2ZU1NTcbXfkwmEyaTqcW+OTk5eHp6ArB8+XIeeOAB9uzZwx/+8Af8/f2ZM2cO8fHx99R3xQE61NTUtL5/XkRERJyqurra7is0Iv+I9vx3pHcuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRp3O70BEREROTeUlZWxocffkh+fj719fUEBgYSExPD9OnTcXGxX/cqKChg3rx5ZGdnExgYSE1NDZs2beLgwYNUV1fj5eXFww8/zLx58+jVq5dd38rKSn7xi1+Ql5fH5cuX+f73v88jjzzC/Pnz8fPzc5hXVVUVTz75JO+//z4hISE0NDSQmZlJbm4ulZWVeHp6EhwcTGJiIoMHD7bre+PGDXbu3ElOTg6VlZV07dqV6Oho5syZg4eHh9PvYXumcCkiIiJtpqKigsTERKxWK9OmTSMgIIADBw6Qnp5OWVkZy5Yts2tvNpvp2bMngYGBWK1WkpKSKC0tZeLEiQwcOJCKigqysrI4fPgwmzdvJigoCIDLly+TmJjIlStXiImJoVevXpSUlJCTk0NeXh4fffQRvr6+dmOZTCY6d+7MkCFDsNlsLF26lLy8PMaOHUtcXByXL18mKyuLuXPnsm7dOkJDQ42+a9asITs7m8cee4zp06dz+vRptm7dSnFxMRkZGXTo0OHbv7nthMKliIiItJmPP/6Y2tpa3nzzTcaNGwdAbGwsycnJ7Nq1ixkzZtitQJpMJkaNGgXA9u3bKSkpITU1lZiYGKNNVFQUCQkJvPfee6SnpwPw4Ycf8vnnn5ORkcEjjzxitB0xYgRLlizhl7/8JS+++KLd3MxmMyEhIXTs2JH9+/eTl5fH7NmzSU5ONtpMmjSJuLg43nnnHXbu3AnAqVOnyM7OJiYmhtTUVKNtQEAAGzZsIDc31/it9wKFSxERkXbkF79ddaen0Kq5E179xte4cOECAI8++qhdeUREBPn5+Zw5c8YIl9XV1Zw7d47nnnsOgLy8PDp27MikSZPs+g4YMIA+ffpw7NgxoywvL4/AwEC7YAkwevRovLy87NoCNDY2kp+fz/PPPw/AkSNHAJg6dapdu+7duzNs2DD+8Ic/UFNTg4+PD3v37gVg5syZdm1nzJjBli1b2Lt3r8KliIiI3Bl/ri6501P4VvXq1Yu8vDzOnz/PoEGDjPLm0Pm370KaTCY8PT0ZOnQoAK+//jqXLl3C1dXV7po2m43Lly/bva+5ceNG6uvrHca/du0a165da/Hdzvr6eiOMLly4kNjYWPz9/R2ucenSJQDjGoWFhXh7e9OzZ0+7dh4eHgQFBXHq1KmvuCt3F+0WFxERkTYTHx/PD3/4Q1atWsXRo0epqKjg17/+Nbt27SIkJIQhQ4YYbc1mM8OHD6dTp04A+Pr60r9/f4dr7t+/n88//5yHH37YKOvevTu9e/d2aLt9+3Zu3LjB8OHD7cpNJhN9+/ale/fuAPj4+PDQQw85vCt54sQJCgsL6devH97e3gBYLBbuv//+Fn+vv78/tbW11NXV/R135+6glUsRERFpM76+vsyfP5833niDBQsWGOXBwcGkpaUZYa6pqYmjR4/y7LPP3vZ6JSUlpKWl4erqSmJi4m3bHj16lC1bttClSxeHR9hms5mIiIjb9rdYLLz66q1XA+bOnWuU19XVOaxaNmveKX7t2jW8vLxue/27hVYuRUREpM1s3bqV1NRUunbtyksvvcTbb79NXFwcRUVFJCcnc+XKFQCOHz/O1atXjc08LTl9+rTRZ/HixTz00EOttj18+DCLFy/m5s2b/OxnPzNWKAHKy8spKyu77VgVFRUkJSVRWVnJrFmz7IKozWZrtV9z3Zcfw9/NtHIpIiLSjvzAL+hOT+FbU1dXx+bNm/Hz8yMzM9N4rDxmzBgGDBjAypUryczMJCUlBbPZTO/evenRo0eL1zKZTLzyyivU19ezePFiYmNjWx333//931m9ejUdOnTgjTfeYPTo0Xb1ZrMZLy8vgoODW+xfVFTE4sWL+eKLL5g5cyYpKSl29Z07d6ahoaHFvs3l98qqJShcioiItCvO2JHdXl24cAGr1UpkZKQRLJtFR0ezevVqY5e2yWQiLCysxetkZWWxdu1aXFxcWLVqFdHR0a2O+cEHH5CZmYmXlxdvv/02ISEhDm3MZjOhoaG4uTnGok8//ZQVK1ZgtVpJSUlh1qxZDm0CAgKoqqpqcXyLxYKPjw/u7u6tzvFuc++s0YqIiMgd1bwx58aNGw51NpuNmzdvYrPZuHjxIqWlpS0+pt6+fTtvv/02Xbp04ec///ltg+W7775LZmYm999/P5s2bWoxWFqtVj777LMWg+wnn3zCsmXLuHnzJm+99VaLwRJg8ODBXL58mfLycrvyhoYGSkpKWl0RvVspXIqIiEib6NOnDz169CA3NxeLxWJXt3v3bqxWKyNGjMBkMtGlSxe7neMAhw4dYt26ddx3331s3LiRYcOGtTpWdnY2O3bs4IEHHrD7cs+XHTt2DKvV6nAe5tmzZ1m5ciVubm5kZGQwduzYVscaP348ANu2bbMr37FjB9evX2fChAmt9r0b6bG4iIiItAkXFxeWL1/OCy+8QHx8PFOmTKFbt26cPHmSffv20bt3bxISEnjttdcICQlxeEz97rvvYrPZCA8P58yZM5w5c8ZhjCeeeIJr167x/vvvAxAZGclnn33m0M7T05PIyEhMJhP9+/d3+BTk+vXrsVqthIWFYbFY2Ldvn8M1IiMjje+NT5w4kezsbGpraxk5ciRFRUXk5OQQHh5OZGTkN7hr3z0dampqWt/iJCIiIk5VXV1td1D4vai4uJgtW7YYB5f7+/szZswYEhMTcXd3JyoqikWLFjF58mSjz8WLFx2+zNOSI0eOcOzYMebPn3/bdj169GD37t1MnTqVqKgokpKSjLqmpiYiIiJobGy87TVycnIICAgw+mzbto09e/ZgsVjw9/dn/PjxxMfHG8cROVN7/jtSuBQREWlD7TkUyHdHe/470juXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNG53egIiIiJybykrK+PDDz8kPz+f+vp6AgMDiYmJYfr06bi42K97FRQUMG/ePLKzswkMDKSmpoZNmzZx8OBBqqur8fLy4uGHH2bevHn06tXLru+lS5f4xS9+waFDh7h06RI/+MEPmDp1KlOmTKFDhw4O86qqquLJJ5/k/fffJyQkhIaGBjIzM8nNzaWyshJPT0+Cg4NJTExk8ODBdn1v3LjBzp07ycnJobKykq5duxIdHc2cOXPw8PBw+j1szxQuRUREpM1UVFSQmJiI1Wpl2rRpBAQEcODAAdLT0ykrK2PZsmV27c1mMz179iQwMBCr1UpSUhKlpaVMnDiRgQMHUlFRQVZWFocPH2bz5s0EBQUBUFdXx7x587h48SKxsbE88MADHDp0iLfffpuSkhJefPFFh7mZTCY6d+7MkCFDsNlsLF26lLy8PMaOHUtcXByXL18mKyuLuXPnsm7dOkJDQ42+a9asITs7m8cee4zp06dz+vRptm7dSnFxMRkZGS2G2buVwqWIiIi0mY8//pja2lrefPNNxo0bB0BsbCzJycns2rWLGTNm2K1AmkwmRo0aBcD27dspKSkhNTWVmJgYo01UVBQJCQm89957pKenA/CrX/2KsrIyu3GmTp3K4sWLycrKYsaMGfTs2dNubmazmZCQEDp27Mj+/fvJy8tj9uzZJCcnG20mTZpEXFwc77zzDjt37gTg1KlTZGdnExMTQ2pqqtE2ICCADRs2kJuba8zhXqB3LkVERKTNXLhwAYBHH33UrjwiIgKAM2fOGGXV1dWcO3eOsLAwAPLy8ujYsSOTJk2y6ztgwAD69OnDsWPHjLLr168zcOBAxo4da9d2xIgR2Gw2Tp8+bVfe2NhIfn6+MdaRI0eAW4H0b3Xv3p1hw4ZRWlpKTU0NAHv37gVg5syZdm1nzJiBu7u7UX+v0MqliIhIO7J79+47PYVWPfXUU9/4Gr169SIvL4/z588zaNAgo7w5dPr5+RllJpMJT09Phg4dCsDrr7/OpUuXcHV1tbumzWbj8uXLdu9rPvvssy2O3xwqAwIC7MoLCgqor6/nkUceAWDhwoXExsbi7+/vcI1Lly4BGOMVFhbi7e3tsBLq4eFBUFAQp06dau123JUULkVERNoRi8Vyp6fwrYqPj+fw4cOsWrWKJUuWEBgYyMGDB9m1axchISEMGTLEaGs2mxk+fDidOnUCwNfXF19fX4dr7t+/n88//5zRo0e3OOa1a9coLy/nP/7jP9izZw8RERF2wRZuBdm+ffvSvXt3AHx8fPDx8XG41okTJygsLKRfv354e3sDt/6b3X///S2O7e/vT1FREXV1dXh5eX3l/bkbKFyKiIhIm/H19WX+/Pm88cYbLFiwwCgPDg4mLS3N2PjS1NTE0aNHW12BbFZSUkJaWhqurq4kJia22ObDDz9k+/btAPzgBz/g+eefd2hjNpuNR/OtsVgsvPrqqwDMnTvXKK+rq3NYtWzWvFP82rVr90y41DuXIiIi0ma2bt1KamoqXbt25aWXXuLtt98mLi6OoqIikpOTuXLlCgDHjx/n6tWrxmaelpw+fdros3jxYh566KEW2z366KOsXbuWBQsW8Ne//pVZs2ZRVFRk1JeXl1NWVnbbsSoqKkhKSqKyspJZs2bZBVGbzdZqv+a6Lx+xdDfTyqWIiIi0ibq6OjZv3oyfnx+ZmZnGY+UxY8YwYMAAVq5cSWZmJikpKZjNZnr37k2PHj1avJbJZOKVV16hvr6exYsXExsb2+q4ISEhAIwePZqRI0cye/Zsfv7zn/PBBx8At1Ytvby8CA4ObrF/UVERixcv5osvvmDmzJmkpKTY1Xfu3JmGhoYW+zaX3yurlqBwKSIi0q60tIHkbnHhwgWsViuRkZFGsGwWHR3N6tWrjV3aJpPJ2Ln9ZVlZWaxduxYXFxdWrVpFdHT03z2HBx98kN69e/OnP/3JKDObzYSGhuLm5hiLPv30U1asWIHVaiUlJYVZs2Y5tAkICKCqqqrF8SwWCz4+Pri7u//dc/yuU7gUERFpR5yxI7u9at6Yc+PGDYc6m83GzZs3sdlsXLx4kdLSUpYuXerQbvv27aSnp+Pt7c2aNWsYNmxYi9f6yU9+QqdOnfjlL3/pUH/16lUj7FmtVj777LMWx/rkk094+eWXcXV15a233nI41qjZ4MGDKS4upry8nMDAQKO8oaGBkpISRo4c2coduTvdOy8AiIiIyB3Vp08fevToQW5ursOu+N27d2O1WhkxYgQmk4kuXbrY7RwHOHToEOvWreO+++5j48aNLQZLgA4dOuDn50dhYSGHDx+2q/vP//xPKisriYyMBODYsWNYrVbjCKJmZ8+eZeXKlbi5uZGRkdFqsAQYP348ANu2bbMr37FjB9evX2fChAmt9r0baeVSRERE2oSLiwvLly/nhRdeID4+nilTptCtWzdOnjzJvn376N27NwkJCbz22muEhIQ4PKZ+9913sdlshIeHc+bMGbsD15s98cQTADz//PP8z//8Dy+99BJTp07lgQce4NSpU/z2t7/lhz/8IUlJScCtx+/9+/d3OOJo/fr1WK1WwsLCsFgs7Nu3z2GsyMhI43vjEydOJDs7m9raWkaOHElRURE5OTmEh4cbQfZe0aGmpqb1LU4iIiLiVNXV1XYHhd+LiouL2bJli3Fwub+/P2PGjCExMRF3d3eioqJYtGgRkydPNvpcvHjR4cs8LWl+ZxNu7QL/8MMPycvL48qVK3Tv3p3HHnuMOXPmGBtspk6dSlRUlBE24dYxSBERETQ2Nt52rJycHOMw9qamJrZt28aePXuwWCz4+/szfvx44uPjjeOInKk9/x0pXIqIiLSh9hwK5LujPf8d6Z1LEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERFpU2VlZaSmpjJu3DjCwsJ4+umn2b59Ozdv3nRoW1BQQGhoKOXl5QDU1NSQlpbGU089xahRo3j88cdJTU3lf//3f79y3FdeeYXQ0FAqKiparK+qqiI0NJSjR48C0NDQwAcffMDUqVMZNWoUY8eOZdGiRRQWFjr0vXHjBr/61a94+umnCQ8P56mnnmLDhg00NDR8jTtzd3C70xMQERGRe0dFRQWJiYlYrVamTZtGQEAABw4cID09nbKyMpYtW2bX3mw207NnTwIDA7FarSQlJVFaWsrEiRMZOHAgFRUVZGVlcfjwYTZv3kxQUFCL4/7Hf/wHv/vd7247N5PJROfOnRkyZAg2m42lS5eSl5fH2LFjiYuL4/Lly2RlZTF37lzWrVtHaGio0XfNmjVkZ2fz2GOPMX36dE6fPs3WrVspLi4mIyODDh06fPOb9x2hcCkiIiJt5uOPP6a2tpY333yTcePGARAbG0tycjK7du1ixowZ9OrVy2hvMpkYNWoUANu3b6ekpITU1FRiYmKMNlFRUSQkJPDee++Rnp7uMGZFRQVpaWl06tSJ69evtzo3s9lMSEgIHTt2ZP/+/eTl5TF79mySk5ONNpMmTSIuLo533nmHnTt3AnDq1Cmys7OJiYkhNTXVaBsQEMCGDRvIzc01fuu9QI/FRUREpM1cuHABgEcffdSuPCIiAoAzZ84YZdXV1Zw7d46wsDAA8vLy6NixI5MmTbLrO2DAAPr06cOxY8ccxrtx4wYrV67kgQceYMyYMa3Oq7Gxkfz8fGOsI0eOADB16lS7dt27d2fYsGGUlpZSU1MDwN69ewGYOXOmXdsZM2bg7u5u1N8rtHIpIiLSjuyc/PGdnkKrpufM/OpGX6FXr17k5eVx/vx5Bg0aZJQ3h04/Pz+jzGQy4enpydChQwF4/fXXuXTpEq6urnbXtNlsXL58GRcXxzWzjz76iOLiYrZu3cq//uu/tjqvgoIC6uvreeSRRwBYuHAhsbGx+Pv7O7S9dOkSgDFeYWEh3t7e9OzZ066dh4cHQUFBnDp1qvUbchdSuBQREWlHLhZU3ukpfKvi4+M5fPgwq1atYsmSJQQGBnLw4EF27dpFSEgIQ4YMMdqazWaGDx9Op06dAPD19cXX19fhmvv37+fzzz9n9OjRduWFhYVs3ryZ559/nj59+tx2XiaTib59+9K9e3cAfHx88PHxcWh34sQJCgsL6devH97e3gBYLBbuv//+Fq/r7+9PUVERdXV1eHl53XYOdwuFSxEREWkzvr6+zJ8/nzfeeIMFCxYY5cHBwaSlpRkbX5qamjh69CjPPvvsba9XUlJCWloarq6uJCYmGuX19fWsXLmShx9+mKeffvor52U2m41H862xWCy8+uqrAMydO9cor6urc1i1bObh4QHAtWvXFC5FREREnG3r1q28//77/OAHP+DZZ5+la9euHD9+nN/85jckJyfz85//nO9973scP36cq1evGpt5WnL69GlSUlK4cuUKL774Ig899JBR98477/DXv/6VDz744Ct3apeXl1NWVnbbsSoqKli4cCGVlZXMmjXLLojabLZW+zXXtfTI/m6lcCkiIiJtoq6ujs2bN+Pn50dmZqbxWHnMmDEMGDCAlStXkpmZSUpKCmazmd69e9OjR48Wr2UymXjllVeor69n8eLFxMbGGnX//d//zZ49e3jxxRfp1KmTsfGmsbERgCtXrlBTU2M89jabzXh5eREcHNziWEVFRSxevJgvvviCmTNnkpKSYlffuXPnVs+zbC6/V1YtQeFSRESkXbl/aMth6m5w4cIFrFYrkZGRRrBsFh0dzerVq41d2iaTydi5/WVZWVmsXbsWFxcXVq1aRXR0tF39H/7wB+DW2ZNr1qxx6P+Tn/wE+L8d4WazmdDQUNzcHGPRp59+yooVK7BaraSkpDBr1iyHNgEBAVRVVbU4V4vFgo+PD+7u7i3W340ULkVERNoRZ+zIbq+aN+bcuHHDoc5ms3Hz5k1sNhsXL16ktLSUpUuXOrTbvn076enpeHt7s2bNGoYNG+bQ5ic/+QlPPPGEQ/m//uu/kpeXx6pVq+jatSsAVquVzz77rMWxPvnkE15++WVcXV156623GDt2bIu/a/DgwRQXF1NeXk5gYKBR3tDQQElJCSNHjmzljtyd7p0XAEREROSO6tOnDz169CA3NxeLxWJXt3v3bqxWKyNGjMBkMtGlSxe7neMAhw4dYt26ddx3331s3LixxWDZPE5oaKjD/5p3mgcHBxtf1zl27BhWq9U4gqjZ2bNnWblyJW5ubmRkZLQaLAHGjx8PwLZt2+zKd+zYwfXr15kwYcJX35y7iFYuRUREpE24uLiwfPlyXnjhBeLj45kyZQrdunXj5MmT7Nu3j969e5OQkMBrr71GSEiIw2Pqd999F5vNRnh4OGfOnLE7cL1ZSyuWt2Mymejfv7/DEUfr16/HarUSFhaGxWJh3759Dn0jIyPx9PQkODiYiRMnkp2dTW1tLSNHjqSoqIicnBzCw8OJjIz8WnP6rlO4FBERkTYzYsQItmzZwpYtW9i5cyf19fX4+/vz4x//mMTERNzd3cnPz2fRokV2/S5evEhZWRlw64s4rX315uuGy0OHDhEVFWVX1tTUZHztx2QyYTKZWuybk5ODp6cnAMuXL+eBBx5gz549/OEPf8Df3585c+YQHx9/T31XHKBDTU1N6/vnRURExKmqq6vtvkIj8o9oz39HeudSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJzG7U5PQERERO4tZWVlfPjhh+Tn51NfX09gYCAxMTFMnz4dFxf7da+CggLmzZtHdnY2gYGB1NTUsGnTJg4ePEh1dTVeXl48/PDDzJs3j169etn13bJlCxs3bmxxDs888wxz5861K6uqquLJJ5/k/fffJyQkhIaGBjIzM8nNzaWyshJPT0+Cg4NJTExk8ODBdn1v3LjBzp07ycnJobKykq5duxIdHc2cOXPw8PD45jftO0ThUkRERNpMRUUFiYmJWK1Wpk2bRkBAAAcOHCA9PZ2ysjKWLVtm195sNtOzZ08CAwOxWq0kJSVRWlrKxIkTGThwIBUVFWRlZXH48GE2b95MUFCQ0ffcuXN4eno6XBOgb9++DmUmk4nOnTszZMgQbDYbS5cuJS8vj7FjxxIXF8fly5fJyspi7ty5rFu3jtDQUKPvmjVryM7O5rHHHmP69OmcPn2arVu3UlxcTEZGBh06dHDiXWzfFC5FRESkzXz88cfU1tby5ptvMm7cOABiY2NJTk5m165dzJgxw24F0mQyMWrUKAC2b99OSUkJqampxMTEGG2ioqJISEjgvffeIz093Sg/e/Ysffr04Yknnvi75mY2mwkJCaFjx47s37+fvLw8Zs+eTXJystFm0qRJxMXF8c4777Bz504ATp06RXZ2NjExMaSmphptAwIC2LBhA7m5ucZvvRfonUsRERFpMxcuXADg0UcftSuPiIgA4MyZM0ZZdXU1586dIywsDIC8vDw6duzIpEmT7PoOGDCAPn36cOzYMaOsoaGBv/zlL/Tp0+fvmldjYyP5+fnGWEeOHAFg6tSpdu26d+/OsGHDKC0tpaamBoC9e/cCMHPmTLu2M2bMwN3d3ai/V2jlUkREpB0Zt9dyp6fQqv+a6P+Nr9GrVy/y8vI4f/48gwYNMsqbQ6efn59RZjKZ8PT0ZOjQoQC8/vrrXLp0CVdXV7tr2mw2Ll++bPe+ZklJCTdv3jQek1utVlxdXXFzazn6FBQUUF9fzyOPPALAwoULiY2Nxd/f8TdfunQJwBivsLAQb29vevbsadfOw8ODoKAgTp069XfcmbuHwqWIiEg7crS68U5P4VsVHx/P4cOHWbVqFUuWLCEwMJCDBw+ya9cuQkJCGDJkiNHWbDYzfPhwOnXqBICvry++vr4O19y/fz+ff/45o0ePNsrOnj0LwOnTp3n66acpKyvDxcWFIUOG8Pzzz/Pggw/aXcNkMtG3b1+6d+8OgI+PDz4+Pg5jnThxgsLCQvr164e3tzcAFouF+++/v8Xf6+/vT1FREXV1dXh5ef39N+o7TI/FRUREpM34+voyf/58LBYLCxYsYPLkyaxdu5ZBgwaRlpZmbHxpamri6NGjxvuWrSkpKSEtLQ1XV1cSExON8uZwefz4caZOnUpaWhqJiYkUFxfzz//8zxQVFdldx2w2f+VYFouFV199FcBup3ldXR2enp4t9mneKX7t2rXbXvtuopVLERERaTNbt27l/fff5wc/+AHPPvssXbt25fjx4/zmN78hOTmZn//853zve9/j+PHjXL169baB7/Tp06SkpHDlyhVefPFFHnroIaNu5MiRdOnShR//+MfGCuTo0aMZNWoUiYmJvPvuu2zevBmA8vJyysrKbjtWRUUFCxcupLKyklmzZhnviMKtx/Ktaa778hFLdzOFSxEREWkTdXV1bN68GT8/PzIzM43HymPGjGHAgAGsXLmSzMxMUlJSMJvN9O7dmx49erR4LZPJxCuvvEJ9fT2LFy8mNjbWrj48PJzw8HCHfgMHDuRHP/oRJ06c4OrVq3Tp0gWz2YyXlxfBwcEtjlVUVMTixYv54osvmDlzJikpKXb1nTt3pqGhocW+zeX3yiNxULgUERFpV0L8Ot7pKXxrLly4gNVqJTIy0giWzaKjo1m9erWxS9tkMhk7t78sKyuLtWvX4uLiwqpVq4iOjv5a8+jatSs2m41r164Z4TI0NLTFzT6ffvopK1aswGq1kpKSwqxZsxzaBAQEUFVV1eJYFosFHx8f3N3dv9Ycv8sULkVERNoRZ+zIbq+aN+bcuHHDoc5ms3Hz5k1sNhsXL16ktLSUpUuXOrTbvn076enpeHt7s2bNGoYNG9bitRISEgD46KOPHOpLS0vp0qUL3//+97FarXz22WctjvXJJ5/w8ssv4+rqyltvvcXYsWNb/F2DBw+muLiY8vJyAgMDjfKGhgZKSkoYOXJkyzfkLnXvvAAgIiIid1SfPn3o0aMHubm5WCz2Ry7t3r0bq9XKiBEjMJlMdOnSxW7nOMChQ4dYt24d9913Hxs3bmwxWAJ06NCB++67j6KiIj799FO7ut/+9reUlpbyxBNP4OrqyrFjx7BarcYRRM3Onj3LypUrcXNzIyMjo9VgCTB+/HgAtm3bZle+Y8cOrl+/zoQJE257X+42WrkUERGRNuHi4sLy5ct54YUXiI+PZ8qUKXTr1o2TJ0+yb98+evfuTUJCAq+99hohISEOj6nfffddbDYb4eHhnDlzxu7A9WbNX+N57rnnKCws5JVXXiEmJoZevXpx6tQpfvvb39KnTx+SkpKAW4/f+/fv73DE0fr167FarYSFhWGxWNi3b5/DWJGRkcb3xidOnEh2dja1tbWMHDmSoqIicnJyCA8PJzIy0kl38LuhQ01NTetbnERERMSpqqur7Q4KvxcVFxezZcsW4+Byf39/xowZQ2JiIu7u7kRFRbFo0SImT55s9Ll48aLDl3la0vzOJsBf/vIXNm7cyJEjR7hy5Qp+fn6MHTuWhIQEvve97wG3vsATFRVlhE24dQxSREQEjY23P3M0JyeHgIAAo8+2bdvYs2cPFosFf39/xo8fT3x8vHEckTO1578jhUsREZE21J5DgXx3tOe/I71zKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTuN2pycgIiIi95aysjI+/PBD8vPzqa+vJzAwkJiYGKZPn46Li/26V0FBAfPmzSM7O5vAwEBqamrYtGkTBw8epLq6Gi8vLx5++GHmzZtHr169HMb6z//8T379619z7tw5OnfuTHBwMAsWLOCHP/yhQ9uqqiqefPJJ3n//fUJCQmhoaCAzM5Pc3FwqKyvx9PQkODiYxMREBg8ebNf3xo0b7Ny5k5ycHCorK+natSvR0dHMmTMHDw8Pp96/9k7hUkRERNpMRUUFiYmJWK1Wpk2bRkBAAAcOHCA9PZ2ysjKWLVtm195sNtOzZ08CAwOxWq0kJSVRWlrKxIkTGThwIBUVFWRlZXH48GE2b95MUFCQ0Xfjxo1s2bKFoUOHkpKSwueff87OnTtJTExk27ZtBAQE2I1lMpno3LkzQ4YMwWazsXTpUvLy8hg7dixxcXFcvnyZrKws5s6dy7p16wgNDTX6rlmzhuzsbB577DGmT5/O6dOn2bp1K8XFxWRkZNChQ4dv98a2IwqXIiIi0mY+/vhjamtrefPNNxk3bhwAsbGxJCcns2vXLmbMmGG3AmkymRg1ahQA27dvp6SkhNTUVGJiYow2UVFRJCQk8N5775Geng5AcXExmZmZhIeHs2bNGlxdXQEIDQ1l/vz5bN26ldTUVLu5mc1mQkJC6NixI/v37ycvL4/Zs2eTnJxstJk0aRJxcXG888477Ny5E4BTp06RnZ1NTEyM3TUDAgLYsGEDubm5xm+9F+idSxEREWkzFy5cAODRRx+1K4+IiADgzJkzRll1dTXnzp0jLCwMgLy8PDp27MikSZPs+g4YMIA+ffpw7Ngxoyw7O5ubN2+yePFiI1gCDBs2jLlz5zJo0CC7azQ2NpKfn2+MdeTIEQCmTp1q16579+4MGzaM0tJSampqANi7dy8AM2fOtGs7Y8YM3N3djfp7hVYuRURE2hHPVclf3egOufbqhm98jV69epGXl8f58+ftAl5z6PTz8zPKTCYTnp6eDB06FIDXX3+dS5cu2YVFAJvNxuXLl+3e18zPzycoKMh49N3Y2MjNmzdxd3fnmWeecZhXQUEB9fX1PPLIIwAsXLiQ2NhY/P39HdpeunQJwBivsLAQb29vevbsadfOw8ODoKAgTp069XfenbuDwqWIiEg74lpSdKen8K2Kj4/n8OHDrFq1iiVLlhAYGMjBgwfZtWsXISEhDBkyxGhrNpsZPnw4nTp1AsDX1xdfX1+Ha+7fv5/PP/+c0aNHA7eCZHl5OWFhYRw7doz33nvPCHiDBw/m+eef50c/+pHdNUwmE3379qV79+4A+Pj44OPj4zDWiRMnKCwspF+/fnh7ewNgsVi4//77W/y9/v7+FBUVUVdXh5eX19e7Wd9ReiwuIiIibcbX15f58+djsVhYsGABkydPZu3atQwaNIi0tDRj40tTUxNHjx413rdsTUlJCWlpabi6upKYmAhAXV0dN2/e5H//939JSUnhoYceYvXq1SxcuJCysjKSkpIcVhPNZvNXjmWxWHj11VcBmDt3rlFeV1eHp6dni32ad4pfu3bttte+m2jlUkRERNrM1q1bef/99/nBD37As88+S9euXTl+/Di/+c1vSE5O5uc//znf+973OH78OFevXr1t4Dt9+jQpKSlcuXKFF198kYceegiA69evA/DnP/+Z5557zu5dyJCQEGbPns26devYtGkTAOXl5ZSVld12rIqKChYuXEhlZSWzZs0y3hGFW4/lW9Nc9+Ujlu5mCpciIiLSJurq6ti8eTN+fn5kZmYaj5XHjBnDgAEDWLlyJZmZmaSkpGA2m+nduzc9evRo8Vomk4lXXnmF+vp6Fi9eTGxsrFHXvIro6upqVw7w4IMP8qMf/YgTJ05w7do1PD09MZvNeHl5ERwc3OJYRUVFLF68mC+++IKZM2eSkpJiV9+5c2caGhpa7Ntcfq88EgeFSxERkXblRtDAOz2Fb82FCxewWq1ERkYawbJZdHQ0q1evNnZpm0wmY+f2l2VlZbF27VpcXFxYtWoV0dHRdvXf+9736NKlC25ubri7uzv079atGzabjatXrxrhMjQ0FDc3x1j06aefsmLFCqxWKykpKcyaNcuhTUBAAFVVVS3O1WKx4OPj0+I87lYKlyIiIu2IM3Zkt1fNG3Nu3LjhUGez2bh58yY2m42LFy9SWlrK0qVLHdpt376d9PR0vL29WbNmDcOGDXNo06FDBwYOHEh+fj4Wi8Vhx/df/vIXPD096dq1K1arlc8++6zFsT755BNefvllXF1deeuttxg7dmyLv2vw4MEUFxdTXl5OYGCgUd7Q0EBJSQkjR468/Y25y9w7LwCIiIjIHdWnTx969OhBbm4uFovFrm737t1YrVZGjBiByWSiS5cudjvHAQ4dOsS6deu477772LhxY4vBstmTTz6JzWZj48aNDtc4ffo0Y8eOxcXFhWPHjmG1Wo0jiJqdPXuWlStX4ubmRkZGRqvBEmD8+PEAbNu2za58x44dXL9+nQkTJrTa926klUsRERFpEy4uLixfvpwXXniB+Ph4pkyZQrdu3Th58iT79u2jd+/eJCQk8NprrxESEuLwmPrdd9/FZrMRHh7OmTNn7A5cb/bEE08AtwLfgQMH2LNnD1988QWjR4/mL3/5C7/5zW/w8/MzvrpjMpno37+/wxFH69evx2q1EhYWhsViYd++fQ5jRUZGGt8bnzhxItnZ2dTW1jJy5EiKiorIyckhPDycyMhIJ93B74YONTU1rW9xEhEREaeqrq62Oyj8XlRcXMyWLVuMg8v9/f0ZM2YMiYmJuLu7ExUVxaJFi5g8ebLR5+LFiw5f5mlJ8zubcOvx+69//Wt2797NX/7yF7y8vBg1ahRJSUnGf4OpU6cSFRVFUlKS0a+pqYmIiAgaGxtvO1ZOTo5xSHtTUxPbtm1jz549xqP48ePHEx8fbxxH5Ezt+e9I4VJERKQNtedQIN8d7fnvSO9cioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTuN3pCYiIiMi9paysjA8//JD8/Hzq6+sJDAwkJiaG6dOn4+Jiv+5VUFDAvHnzyM7OJjAwkJqaGjZt2sTBgweprq7Gy8uLhx9+mHnz5tGrVy+jX2ho6FfO48iRI3b/rqqq4sknn+T9998nJCSEhoYGMjMzyc3NpbKyEk9PT4KDg0lMTGTw4MF2fW/cuMHOnTvJycmhsrKSrl27Eh0dzZw5c/Dw8PjHb9Z3kMKliIiItJmKigoSExOxWq1MmzaNgIAADhw4QHp6OmVlZSxbtsyuvdlspmfPngQGBmK1WklKSqK0tJSJEycycOBAKioqyMrK4vDhw2zevJmgoCAAfvazn7U4/uHDh9m3bx9jxoxxqDOZTHTu3JkhQ4Zgs9lYunQpeXl5jB07lri4OC5fvkxWVhZz585l3bp1dgF2zZo1ZGdn89hjjzF9+nROnz7N1q1bKS4uJiMjgw4dOjjxLrZvCpciIiLSZj7++GNqa2t58803GTduHACxsbEkJyeza9cuZsyYYbcCaTKZGDVqFADbt2+npKSE1NRUYmJijDZRUVEkJCTw3nvvkZ6eDsATTzzhMHZVVRXvvvsuPXv25NVXX3WoN5vNhISE0LFjR/bv309eXh6zZ88mOTnZaDNp0iTi4uJ455132LlzJwCnTp0iOzubmJgYUlNTjbYBAQFs2LCB3Nxc47feC/TOpYiIiLSZCxcuAPDoo4/alUdERABw5swZo6y6uppz584RFhYGQF5eHh07dmTSpEl2fQcMGECfPn04duzYbcdes2YNf/3rX1m+fDldunSxq2tsbCQ/P98Yq/mR+dSpU+3ade/enWHDhlFaWkpNTQ0Ae/fuBWDmzJl2bWfMmIG7u7tRf6/QyqWIiEg7ci3/+Ts9hVZ5Dl/3ja/Rq1cv8vLyOH/+PIMGDTLKm0Onn5+fUWYymfD09GTo0KEAvP7661y6dAlXV1e7a9psNi5fvuzwvubfOnLkCH/84x954oknGDZsmEN9QUEB9fX1PPLIIwAsXLiQ2NhY/P39HdpeunQJwBivsLAQb29vevbsadfOw8ODoKAgTp061foNuQspXIqIiLQjN2uL7/QUvlXx8fEcPnyYVatWsWTJEgIDAzl48CC7du0iJCSEIUOGGG3NZjPDhw+nU6dOAPj6+uLr6+twzf379/P5558zevToVsfdsGEDbm5uJCUltVhvMpno27cv3bt3B8DHxwcfHx+HdidOnKCwsJB+/frh7e0NgMVi4f7772/xuv7+/hQVFVFXV4eXl1er87ub6LG4iIiItBlfX1/mz5+PxWJhwYIFTJ48mbVr1zJo0CDS0tKMjS9NTU0cPXrUeN+yNSUlJaSlpeHq6kpiYmKLbU6cOEFRURFPPPFEqyHQbDZ/5VgWi8V4V3Pu3LlGeV1dHZ6eni32ad4pfu3atdte+26icCkiIiJtZuvWraSmptK1a1deeukl3n77beLi4igqKiI5OZkrV64AcPz4ca5evXrbwHf69Gmjz+LFi3nooYdabPeb3/wGgFmzZrVYX15eTllZ2W3HqqioICkpicrKSmbNmmW8Iwq3Hsu3prnudo/s7zZ6LC4iIiJtoq6ujs2bN+Pn50dmZqbxWHnMmDEMGDCAlStXkpmZSUpKCmazmd69e9OjR48Wr2UymXjllVeor69n8eLFxMbGttiusbERk8nEQw89RO/evVtsYzab8fLyIjg4uMX6oqIiFi9ezBdffMHMmTNJSUmxq+/cuTMNDQ0t9m0uv1ceiYPCpYiISLvi4j3gTk/hW3PhwgWsViuRkZFGsGwWHR3N6tWrjV3aJpPJ2Ln9ZVlZWaxduxYXFxdWrVpFdHR0q2Pm5+dz9epVHn/88VbbmM1mQkNDcXNzjEWffvopK1aswGq1kpKS0uLqZ0BAAFVVVS1e22Kx4OPjg7u7e6vj320ULkVERNoRZ+zIbq+aN+bcuHHDoc5ms3Hz5k1sNhsXL16ktLSUpUuXOrTbvn076enpeHt7s2bNmhZ3fv+tgoICAEaOHNlivdVq5bPPPmtxrE8++YSXX34ZV1dX3nrrLcaOHdviNQYPHkxxcTHl5eUEBgYa5Q0NDZSUlLQ69t3q3nkBQERERO6oPn360KNHD3Jzc7FYLHZ1u3fvxmq1MmLECEwmE126dLHbOQ5w6NAh1q1bx3333cfGjRu/MlgC/OlPf8LT07PVR+LHjh3DarUaRxA1O3v2LCtXrsTNzY2MjIxWgyXA+PHjAdi2bZtd+Y4dO7h+/ToTJkz4ynneTbRyKSIiIm3CxcWF5cuX88ILLxAfH8+UKVPo1q0bJ0+eZN++ffTu3ZuEhARee+01QkJCHB5Tv/vuu9hsNsLDwzlz5ozdgevNvvxlnrKyMrp3797qhhqTyUT//v0djjhav349VquVsLAwLBYL+/btc+gbGRlpfG984sSJZGdnU1tby8iRIykqKiInJ4fw8HAiIyO/5p36butQU1PT+hYnERERcarq6mq7g8LvRcXFxWzZssU4uNzf358xY8aQmJiIu7s7UVFRLFq0iMmTJxt9Ll686PBlnpY0v7PZLDw8nH79+vHLX/6yxfZTp04lKirK7vzLpqYmIiIiaGxsvO1YOTk5BAQEGH22bdvGnj17sFgs+Pv7M378eOLj443jiJypPf8dKVyKiIi0ofYcCuS7oz3/HemdSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGrc7PQERERG5t5SVlfHhhx+Sn59PfX09gYGBxMTEMH36dFxc7Ne9CgoKmDdvHtnZ2QQGBlJTU8OmTZs4ePAg1dXVeHl58fDDDzNv3jx69epl1/fzzz/ngw8+wGw289e//hV/f3/Gjx/PnDlz6NSpk8O8qqqqePLJJ3n//fcJCQmhoaGBzMxMcnNzqaysxNPTk+DgYBITExk8eLBd3xs3brBz505ycnKorKyka9euREdHM2fOHDw8PJx+D9szhUsRERFpMxUVFSQmJmK1Wpk2bRoBAQEcOHCA9PR0ysrKWLZsmV17s9lMz549CQwMxGq1kpSURGlpKRMnTmTgwIFUVFSQlZXF4cOH2bx5M0FBQQDU1dXxzDPPUFVVxaRJk+jfvz/5+fn88pe/5E9/+hMZGRkOczOZTHTu3JkhQ4Zgs9lYunQpeXl5jB07lri4OC5fvkxWVhZz585l3bp1hIaGGn3XrFlDdnY2jz32GNOnT+f06dNs3bqV4uJiMjIy6NChw7d7Y9sRhUsRERFpMx9//DG1tbW8+eabjBs3DoDY2FiSk5PZtWsXM2bMsFuBNJlMjBo1CoDt27dTUlJCamoqMTExRpuoqCgSEhJ47733SE9PB2D37t1UVFSwYMEC4uPjAZg6dSqvv/46e/bs4dChQzzyyCN2czObzYSEhNCxY0f2799PXl4es2fPJjk52WgzadIk4uLieOedd9i5cycAp06dIjs7m5iYGFJTU422AQEBbNiwgdzcXOO33gv0zqWIiIi0mQsXLgDw6KOP2pVHREQAcObMGaOsurqac+fOERYWBkBeXh4dO3Zk0qRJdn0HDBhAnz59OHbs2FeOExkZ6TAOQGNjI/n5+cZYR44cAW4F0r/VvXt3hg0bRmlpKTU1NQDs3bsXgJkzZ9q1nTFjBu7u7kb9vUIrlyIiIu3IL3676k5PoVVzJ7z6ja/Rq1cv8vLyOH/+PIMGDTLKm8Ogn5+fUWYymfD09GTo0KEAvP7661y6dAlXV1e7a9psNi5fvmz3vuYPf/hDAM6fP288Kodb73t+eRy49W5nfX29sZq5cOFCYmNj8ff3d/gNly5dAjDGKywsxNvbm549e9q18/DwICgoiFOnTn3lfbmbKFyKiIi0I3+uLrnTU/hWxcfHc/jwYVatWsWSJUsIDAzk4MGD7Nq1i5CQEIYMGWK0NZvNDB8+3Nh84+vri6+vr8M19+/fz+eff87o0aONssmTJ/PJJ5+wbt063N3d6devHydOnGDLli0EBQXx2GOP2V3DZDLRt29funfvDoCPjw8+Pj4OY504cYLCwkL69euHt7c3ABaLhfvvv7/F3+vv709RURF1dXV4eXl9rXv1XaVwKSIiIm3G19eX+fPn88Ybb7BgwQKjPDg4mLS0NGPjS1NTE0ePHuXZZ5+97fVKSkpIS0vD1dWVxMREo7xz584kJSWxYsUKlixZYpT37NmTn//85w47uM1ms/FovjUWi4VXX721ejt37lyjvK6uzmHVslnzONeuXbtnwqXeuRQREZE2s3XrVlJTU+natSsvvfQSb7/9NnFxcRQVFZGcnMyVK1cAOH78OFevXjU287Tk9OnTRp/Fixfz0EMPGXX/+Z//yYIFC7DZbDz33HOkpaXxzDPPUF1dzdy5c6mqqjLalpeXU1ZWdtuxKioqSEpKorKyklmzZtkFUZvN1mq/5rovH7F0N9PKpYiIiLSJuro6Nm/ejJ+fH5mZmcZj5TFjxjBgwABWrlxJZmYmKSkpmM1mevfuTY8ePVq8lslk4pVXXqG+vp7FixcTGxtrV//ee+/h7u7O5s2bCQwMBG5tGho+fDhJSUmkp6ezevVq4NaqpZeXF8HBwS2OVVRUxOLFi/niiy+YOXMmKSkpdvWdO3emoaGhxb7N5ffKqiUoXIqIiLQrP/AL+upG31EXLlzAarUSGRlpBMtm0dHRrF692tilbTKZjJ3bX5aVlcXatWtxcXFh1apVREdH29XX1NRgsVgICwszgmWzYcOG8cMf/pCjR48aZWazmdDQUNzcHGPRp59+yooVK7BaraSkpDBr1iyHNgEBAXYroX/LYrHg4+ODu7t7i/V3I4VLERGRdsQZO7Lbq+aNOTdu3HCos9ls3Lx5E5vNxsWLFyktLWXp0qUO7bZv3056ejre3t6sWbOGYcOGObRxc3OjQ4cO3Lx5s8V53Lhxw3hcbbVa+eyzz1oc65NPPuHll1/G1dWVt956i7Fjx7Z4vcGDB1NcXEx5ebldmG1oaKCkpISRI0e22O9ude+8ACAiIiJ3VJ8+fejRowe5ublYLBa7ut27d2O1WhkxYgQmk4kuXbrY7RwHOHToEOvWreO+++5j48aNLQZLuPUI+v/7//4/jh49ytmzZx2u8ec//5kRI0YAcOzYMaxWq8OB6mfPnmXlypW4ubmRkZHRarAEGD9+PADbtm2zK9+xYwfXr19nwoQJrd+Uu5BWLkVERKRNuLi4sHz5cl544QXi4+OZMmUK3bp14+TJk+zbt4/evXuTkJDAa6+9RkhIiMNj6nfffRebzUZ4eDhnzpxxOAgd4IknngDgxRdfZO7cucydO5epU6fywAMPcPbsWXJycujWrZvx3qTJZKJ///4ORxytX78eq9VKWFgYFouFffv2OYwVGRlpfG984sSJZGdnU1tby8iRIykqKiInJ4fw8HDj4PZ7RYeamprWtziJiIiIU1VXVzsc4H2vKS4uZsuWLcbB5f7+/owZM4bExETc3d2Jiopi0aJFTJ482ehz8eJFhy/ztKT5nU2Av/zlL2zatIm8vDz++te/0q1bN0aNGsU///M/G/8Npk6dSlRUFElJSUa/pqYmIiIiaGxsvO1YOTk5BAQEGH22bdvGnj17sFgs+Pv7M378eOLj4x2OPXKG9vx3pHApIiLShtpzKJDvjvb8d6R3LkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEadzu9ARERETk3lJWVsaHH35Ifn4+9fX1BAYGEhMTw/Tp03FxsV/3KigoYN68eWRnZxMYGEhNTQ2bNm3i4MGDVFdX4+XlxcMPP8y8efPo1auXXd+LFy/ywQcfcOjQIaxWK71792b69Ok88cQTLc6rqqqKJ598kvfff5+QkBAaGhrIzMwkNzeXyspKPD09CQ4OJjExkcGDB9v1vXHjBjt37iQnJ4fKykq6du1KdHQ0c+bMwcPDw6n3r71TuBQREZE2U1FRQWJiIlarlWnTphEQEMCBAwdIT0+nrKyMZcuW2bU3m8307NmTwMBArFYrSUlJlJaWMnHiRAYOHEhFRQVZWVkcPnyYzZs3ExQUBEBlZSUJCQlcvnyZCRMmMHDgQI4dO8bKlSspLi5m0aJFDnMzmUx07tyZIUOGYLPZWLp0KXl5eYwdO5a4uDguX75MVlYWc+fOZd26dYSGhhp916xZQ3Z2No899hjTp0/n9OnTbN26leLiYjIyMujQocO3e2PbEYVLERERaTMff/wxtbW1vPnmm4wbNw6A2NhYkpOT2bVrFzNmzLBbgTSZTIwaNQqA7du3U1JSQmpqKjExMUabqKgoEhISeO+990hPTwcgIyODS5cusWzZMqZMmWKMc//99/Nv//ZvREREMGzYMLu5mc1mQkJC6NixI/v37ycvL4/Zs2eTnJxstJk0aRJxcXG888477Ny5E4BTp06RnZ1NTEwMqampRtuAgAA2bNhAbm6u8VvvBXrnUkRERNrMhQsXAHj00UftyiMiIgA4c+aMUVZdXc25c+cICwsDIC8vj44dOzJp0iS7vgMGDKBPnz4cO3YMgMbGRkwmEz/4wQ/sQihAQkICANnZ2XbljY2N5OfnG2MdOXIEgKlTp9q16969O8OGDaO0tJSamhoA9u7dC8DMmTPt2s6YMQN3d3ej/l6hlUsREZF2ZPfu3Xd6Cq166qmnvvE1evXqRV5eHufPn2fQoEFGeXPo9PPzM8pMJhOenp4MHToUgNdff51Lly7h6upqd02bzcbly5eN9zVramqwWq307dvX4XH09773Pb7//e9TVFRkV15QUEB9fT2PPPIIAAsXLiQ2NhZ/f3+H33Dp0iUAY7zCwkK8vb3p2bOnXTsPDw+CgoI4derU33l37g4KlyIiIu2IxWK501P4VsXHx3P48GFWrVrFkiVLCAwM5ODBg+zatYuQkBCGDBlitDWbzQwfPpxOnToB4Ovri6+vr8M19+/fz+eff87o0aMB8PT0BODq1asObW/cuMGVK1doaGiwKzeZTPTt25fu3bsD4OPjg4+Pj0P/EydOUFhYSL9+/fD29gZu/Te7//77W/y9/v7+FBUVUVdXh5eX11fcnbuDHouLiIhIm/H19WX+/PlYLBYWLFjA5MmTWbt2LYMGDSItLc1YaWxqauLo0aPG+5atKSkpIS0tDVdXVxITEwHw8vIiKCiIEydOUFlZadf+wIEDNDU1YbVa7crNZvNXjmWxWHj11VcBmDt3rlFeV1dnBNova94pfu3atdte+26icCkiIiJtZuvWraSmptK1a1deeukl3n77beLi4igqKiI5OZkrV64AcPz4ca5evXrbwHf69Gmjz+LFi3nooYeMurlz52K1Wnnuuec4dOgQFRUV/Md//Af/8i//gre3N25u//fwtry8nLKystuOVVFRQVJSEpWVlcyaNct4RxRuPZZvTXPdl49YupvpsbiIiIi0ibq6OjZv3oyfnx+ZmZnGY+UxY8YwYMAAVq5cSWZmJikpKZjNZnr37k2PHj1avJbJZOKVV16hvr6exYsXExsba1c/ZswYVqxYwbp163juuecAuO+++3juuef43e9+R0lJidHWbDbj5eVFcHBwi2MVFRWxePFivvjiC2bOnElKSopdfefOnR0eszdrLr9XHomDwqWIiEi70tIGkrvFhQsXsFqtREZGGsGyWXR0NKtXrzZ2aZtMJmPn9pdlZWWxdu1aXFxcWLVqFdHR0S22e/LJJ3n88cc5e/YsLi4u9O3bl06dOrFp0yYeeOABo53ZbCY0NNRuNbPZp59+yooVK7BaraSkpDBr1iyHNgEBAVRVVbU4B4vFgo+PD+7u7i3flLuQwqWIiEg74owd2e1V88acGzduONTZbDZu3ryJzWbj4sWLlJaWsnTpUod227dvJz09HW9vb9asWeNwVmUzk8lEbW0tTzzxhN3XdM6fP8/FixeZMGECAFarlc8++6zFsT755BNefvllXF1deeuttxg7dmyLYw0ePJji4mLKy8sJDAw0yhsaGigpKWHkyJG3uSt3n3vnBQARERG5o/r06UOPHj3Izc112BW/e/durFYrI0aMwGQy0aVLF7ud4wCHDh1i3bp13HfffWzcuLHVYAnwX//1X/zsZz8zjjiCW2dZrl+/Hnd3d+P8ymPHjmG1Wo0jiJqdPXuWlStX4ubmRkZGRqvBEmD8+PEAbNu2za58x44dXL9+3Qiy9wqtXIqIiEibcHFxYfny5bzwwgvEx8czZcoUunXrxsmTJ9m3bx+9e/cmISGB1157jZCQEIfH1O+++y42m43w8HDOnDljd+B6s+bvhv/kJz/hv//7v1m4cCHTpk3Dw8ODffv2UVhYyMsvv2wcaWQymejfv7/DEUfr16/HarUSFhaGxWJh3759DmNFRkYa3xufOHEi2dnZ1NbWMnLkSIqKisjJySE8PJzIyEgn3cHvhg41NTWtb3ESERERp6qurrY7KPxeVFxczJYtW4yDy/39/RkzZgyJiYm4u7sTFRXFokWLmDx5stHn4sWLDl/maUnzO5twayPOxo0bKSoq4ubNm/Tv35/Zs2czYsQIo83UqVOJiooiKSnJKGtqaiIiIoLGxsbbjpWTk0NAQIDRZ9u2bezZsweLxYK/vz/jx48nPj7eOI7Imdrz35HCpYiISBtqz6FAvjva89+R3rkUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGncbvTExAREZF7S1lZGR9++CH5+fnU19cTGBhITEwM06dPx8XFft2roKCAefPmkZ2dTWBgIFevXuWjjz7ik08+wWKx0L17dyZOnMisWbNwc7OPNQ0NDWzdupX9+/dTXV1N9+7dmTx5MnFxcbi6ujrMq6qqiieffJL333+fkJAQGhoayMzMJDc3l8rKSjw9PQkODiYxMZHBgwfb9b1x4wY7d+4kJyeHyspKunbtSnR0NHPmzMHDw8P5N7EdU7gUERGRNlNRUUFiYiJWq5Vp06YREBDAgQMHSE9Pp6ysjGXLltm1N5vN9OzZk8DAQJqamli0aBH/8z//w6RJk3jwwQc5efIkGzZs4MSJE6Snpxv9bt68ybJlyzh06BBPPvkkgwYNIi8vj/Xr13PhwgWWL1/uMDeTyUTnzp0ZMmQINpuNpUuXkpeXx9ixY4mLi+Py5ctkZWUxd+5c1q1bR2hoqNF3zZo1ZGdn89hjjzF9+nROnz7N1q1bKS4uJiMjgw4dOnx7N7WdUbgUERGRNvPxxx9TW1vLm2++ybhx4wCIjY0lOTmZXbt2MWPGDHr16mW0N5lMjBo1CoB9+/Zx/Phxnn32WX76058CMGXKFLy8vPj1r3/NkSNHjMD3+9//HrPZzIIFC4iPjwcgJiaGf/mXfyE7O5tJkyY5rD6azWZCQkLo2LEj+/fvJy8vj9mzZ5OcnGy0mTRpEnFxcbzzzjvs3LkTgFOnTpGdnU1MTAypqalG24CAADZs2EBubq7xW+8FeudSRERE2syFCxcAePTRR+3KIyIiADhz5oxRVl1dzblz5wgLCwOgrq6Ovn378tRTT9n1HTFiBADFxcVG2W9/+1s6duzI008/bde2OZTu3bvXrryxsZH8/HxjrCNHjgAwdepUu3bdu3dn2LBhlJaWUlNTY3etmTNn2rWdMWMG7u7uDmPd7bRyKSIi0o7snPzxnZ5Cq6bnzPzqRl+hV69e5OXlcf78eQYNGmSUN4dOPz8/o8xkMuHp6cnQoUMBiIuLIy4uzuGap0+fBqBHjx5GWWFhIUFBQXh6etq1DQwM5Pvf/z6nTp2yKy8oKKC+vp5HHnkEgIULFxIbG4u/v7/DeJcuXQIw3g8tLCzE29ubnj172rXz8PAgKCjIYay7ncKliIhIO3KxoPJOT+FbFR8fz+HDh1m1ahVLliwhMDCQgwcPsmvXLkJCQhgyZIjR1mw2M3z4cDp16uRwHavVSmVlJQcOHOCXv/wlgwYNIjIyEri1kae2ttYIpV/m7+9PRUWFXZnJZKJv3750794dAB8fH3x8fBz6njhxgsLCQvr164e3tzcAFouF+++/v9WxioqKqKurw8vL66tuz11B4VJERETajK+vL/Pnz+eNN95gwYIFRnlwcDBpaWnGxpempiaOHj3Ks88+2+J1cnJyeOeddwD4/ve/z0svvUTHjh2BW4/PATp37txiXw8PD65du2ZXZjabjUfzrbFYLLz66qsAzJ071yivq6tzWLX827EArl27ds+ES71zKSIiIm1m69atpKam0rVrV1566SXefvtt4uLiKCoqIjk5mStXrgBw/Phxrl69amzm+bLBgweTlpbGkiVL6NSpE4mJifzxj38EwGaz2f3/l9lsNrujiMrLyykrK2t1LLi1yz0pKYnKykpmzZplF0RbG+dv6758xNLdTCuXIiIi0ibq6urYvHkzfn5+ZGZmGo+Vx4wZw4ABA1i5ciWZmZmkpKRgNpvp3bu33XuUf+tv39eMiIhgxowZrF27lvDwcGPFsqGhocW+DQ0NdOnSxfi32WzGy8uL4ODgFtsXFRWxePFivvjiC2bOnElKSopdfefOnW87FnDPrFqCwqWIiEi7cv/QlsPU3eDChQtYrVYiIyONYNksOjqa1atXG7u0TSaTsXP7qzTv4P7jH/9ITU2N8b6kxWJpsb3FYrELrWazmdDQUIdD2AE+/fRTVqxYgdVqJSUlhVmzZjm0CQgIoKqqqtWxfHx8cHd3/7t+y91A4VJERKQdccaO7PaqeWPOjRs3HOpsNhs3b97EZrNx8eJFSktLWbp0qV2bRYsWcf78ebKyshyCYH19PS4uLsYYgwYNIj8/n4aGBrsv5JSXl1NTU0N0dDRwa2PQZ5995jAWwCeffMLLL7+Mq6srb731FmPHjm3xdw0ePJji4mLKy8sJDAw0yhsaGigpKWHkyJF/z+25a9w7LwCIiIjIHdWnTx969OhBbm6uw6ri7t27sVqtjBgxApPJRJcuXex2jsOto4YqKyvZs2ePXXlBQQEFBQWEhIQYj8THjx+P1Wo1Djpvtm3bNgAmTpwIwLFjx7BarcYRRM3Onj3LypUrcXNzIyMjo9Vg2TzW31672Y4dO7h+/ToTJky43W2562jlUkRERNqEi4sLy5cv54UXXiA+Pp4pU6bQrVs3Tp48yb59++jduzcJCQm89tprhISEOKxOPvPMM5jNZtLS0jh9+jQPPvgg58+fJzs7Gx8fH1588UWj7eOPP87u3bvZsGEDFRUVDBw4kMOHD/P73/+eadOm8eCDDwK3Hr/3798fX19fu7HWr1+P1WolLCwMi8XCvn37HH5PZGSk8b3xiRMnkp2dTW1tLSNHjqSoqIicnBzCw8ONI5LuFR1qampa3+IkIiIiTlVdXW13UPi9qLi4mC1bthgHl/v7+zNmzBgSExNxd3cnKiqKRYsWMXnyZIe+ly9fZuPGjfzxj3/k0qVLdOvWjbCwMJ555hmH+3rt2jU2bdrE7373O2pqaggICCAmJobp06cbu7enTp1KVFQUSUlJRr+mpiYiIiJobGy87e/IyckhICDA6LNt2zb27NmDxWLB39+f8ePHEx8fb/dY3lna89+RwqWIiEgbas+hQL472vPfkd65FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUERGRNlVWVkZqairjxo0jLCyMp59+mu3bt3Pz5k2HtgUFBYSGhlJeXg7A1atXef/995k6dSrh4eHExsby0Ucf0dTUdNsxKyoqiIiIYO/eva22qaqqIjQ0lKNHjwLQ0NDABx98wNSpUxk1ahRjx45l0aJFFBYWOvS9ceMGv/rVr3j66acJDw/nqaeeYsOGDTQ0NHydW3NXcLvTExAREZF7R0VFBYmJiVitVqZNm0ZAQAAHDhwgPT2dsrIyli1bZtfebDbTs2dPAgMDaWpqYtGiRfzP//wPkyZN4sEHH+TkyZNs2LCBEydOkJ6e3uKYly5dYtGiRVy7du22czOZTHTu3JkhQ4Zgs9lYunQpeXl5jB07lri4OC5fvkxWVhZz585l3bp1hIaGGn3XrFlDdnY2jz32GNOnT+f06dNs3bqV4uJiMjIy6NChwze/ed8RCpciIiLSZj7++GNqa2t58803GTduHACxsbEkJyeza9cuZsyYQa9evYz2JpOJUaNGAbBv3z6OHz/Os88+y09/+lMApkyZgpeXF7/+9a85cuSIXeCDWyufr776KlVVVV85N7PZTEhICB07dmT//v3k5eUxe/ZskpOTjTaTJk0iLi6Od955h507dwJw6tQpsrOziYmJITU11WgbEBDAhg0byM3NNX7rvUCPxUVERKTNXLhwAYBHH33UrjwiIgKAM2fOGGXV1dWcO3eOsLAwAOrq6ujbty9PPfWUXd8RI0YAUFxcbFe+Zs0a5s2bh81mIyYm5rbzamxsJD8/3xjryJEjAEydOtWuXffu3Rk2bBilpaXU1NQAGI/aZ86cadd2xowZuLu73/ZR/N1IK5ciIiLtyLi9ljs9hVb910T/b3yNXr16kZeXx/nz5xk0aJBR3hw6/fz8jDKTyYSnpydDhw4FIC4ujri4OIdrnj59GoAePXrYlZ89e5ZZs2YxZ84cDhw4QHZ2dqvzKigooL6+nkceeQSAhQsXEhsbi7+/42++dOkSAC4ut9boCgsL8fb2pmfPnnbtPDw8CAoK4tSpU62OezdSuBQREWlHjlY33ukpfKvi4+M5fPgwq1atYsmSJQQGBnLw4EF27dpFSEgIQ4YMMdqazWaGDx9Op06dHK5jtVqprKzkwIED/PKXv2TQoEFERkbatXn//fdb7NsSk8lE37596d69OwA+Pj74+Pg4tDtx4gSFhYX069cPb29vACwWC/fff3+L1/X396eoqIi6ujq8vLz+rrl81ylcioiISJvx9fVl/vz5vPHGGyxYsMAoDw4OJi0tzdj40tTUxNGjR3n22WdbvE5OTg7vvPMOAN///vd56aWX6Nixo12bvzdYwq0g2/xovjUWi4VXX30VgLlz5xrldXV1DquWzTw8PAC4du3aPRMu9c6liIiItJmtW7eSmppK165deemll3j77beJi4ujqKiI5ORkrly5AsDx48e5evWqsZnnywYPHkxaWhpLliyhU6dOJCYm8sc//vEfmlN5eTllZWWtjgW3drknJSVRWVnJrFmz7IKozWZrtV9zXfMj9HuBVi5FRESkTdTV1bF582b8/PzIzMw0HiuPGTOGAQMGsHLlSjIzM0lJScFsNtO7d2+H9yib/e37mhEREcyYMYO1a9cSHh7+tedlNpvx8vIiODi4xfqioiIWL17MF198wcyZM0lJSbGr79y5c6vnWTaX3yurlqBwKSIi0q6E+HX86kbfURcuXMBqtRIZGWkEy2bR0dGsXr3a2KVtMpmMndtfpXkH9x//+EdqampafFfydsxmM6Ghobi5OcaiTz/9lBUrVmC1WklJSWHWrFkObQICAlo96shiseDj44O7u/vXmtN3mcKliIhIO+KMHdntVfM7kDdu3HCos9ls3Lx5E5vNxsWLFyktLWXp0qV2bRYtWsT58+fJyspyCIL19fW4uLh8rfcs4dbGoM8++8xhLIBPPvmEl19+GVdXV9566y3Gjh3b4jUGDx5McXEx5eXlBAYGGuUNDQ2UlJQwcuTIrzWn77p75wUAERERuaP69OlDjx49yM3NxWKxP3Jp9+7dWK1WRowYgclkokuXLnY7x+HWUUOVlZXs2bPHrrygoICCggJCQkLo3Lnz15rTsWPHsFqtxhFEzc6ePcvKlStxc3MjIyOj1WAJMH78eAC2bdtmV75jxw6uX7/OhAkTvtacvuu0cikiIiJtwsXFheXLl/PCCy8QHx/PlClT6NatGydPnmTfvn307t2bhIQEXnvtNUJCQhxWJ5955hnMZjNpaWmcPn2aBx98kPPnz5OdnY2Pjw8vvvji156TyWSif//++Pr62pWvX78eq9VKWFgYFouFffv2OfSNjIzE09OT4OBgJk6cSHZ2NrW1tYwcOZKioiJycnIIDw93OCLpbqdwKSIiIm1mxIgRbNmyhS1btrBz507q6+vx9/fnxz/+MYmJibi7u5Ofn8+iRYsc+nbt2pXMzEw2btzIH//4R3bv3k23bt2YMGECzzzzjN0B7H+vQ4cOERUVZVfW1NTEsWPHgFvh02Qytdg3JycHT09PAJYvX84DDzzAnj17+MMf/oC/vz9z5swhPj7+nvquOECHmpqa1vfPi4iIiFNVV1f/QyFI5G+1578jvXMpIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiJtqqSkhCVLlvDYY48xZswY5s+fj8lkarFtQUEBoaGhlJeXO9RduXKFiRMn8otf/KLVsa5fv87o0aP593//dwCampr4+OOPiYuL49FHHyUyMpL58+dz6NChFvvv3buXWbNmMXr0aJ544gnWrFlDbW3tP/Cr7x0KlyIiItJmioqKSExMxGw280//9E8kJSXRsWNHFi1axI4dOxzam81mevbsSWBgoF15Q0MDS5YswWKx3Ha8zz77jIaGBh555BEAVq9eTUZGBr6+vqSkpJCQkIDFYuH5559n7969dn0/+ugjVq1axX333cfChQsZP348u3fvJikpiYaGhm94J+5ebnd6AiIiInLvePvtt6mvrycjI8MIfNOmTePll1/m5z//OaNGjaJnz55Ge5PJxKhRo+yuUVJSwiuvvEJJSclXjmc2m+nfvz9+fn6cPHmSf//3f+fxxx/njTfeMNpMnTqVmTNnsm7dOqKjo+nYsSNVVVVs2rSJUaNG8e677+Licms9bsCAAaxYsYJf//rX/PSnP3XGLbnraOVSRERE2kRVVRV/+tOfCAkJMYIlQIcOHZg9ezaNjY12q4fV1dWcO3eOsLAwo+yjjz5i1qxZVFdX8+Mf//grxzSbzUY4PXLkCHArTP4tLy8vIiIiqK2t5ezZswDs37+fxsZG4uLijGAJEB0dTY8ePRxWOeX/aOVSRESkHfFclXynp9Cqa69u+Eb9q6qqAOjXr59DXfNq5Z/+9CejzGQy4enpydChQ42y06dPM3HiRObNm0dZWRm/+tWvWh3vL3/5C3/+85+NcDljxgxGjx7ND3/4Q4e2ly5dAsDV1RWAwsJCAAYPHuzQduDAgfz+97+nrq4OLy+v2//oe5DCpYiISDviWlJ0p6fwrfH09ATg6tWrDnU1NTXArdXKZmazmeHDh9OpUyej7Gc/+5nx77KystuOZzKZ8Pb25kc/+hFwa4Wyf//+Du3Ky8s5cOAA9913H0FBQQBYLBa+973v0aVLF4f2/v7+AFRUVLR4vXudHouLiIhIm+jduzfe3t4cPHiQuro6u7rc3FwArFYrcGtX99GjRx3et/zboPlVTCYTI0aMMFYjW1JXV0dqairXr1/nmWeewc3NzShvDsNf5uHhAaBNPa1QuBQREZE24ebmRkJCAl988QUpKSkcO3aM8vJydu7cyZYtW+jSpYsR7o4fP87Vq1cdwuXfq6GhgYKCgtv2/+tf/0pKSgrFxcVERUXx9NNPG3U2m63Vfs11f/supvwfPRYXERGRNjNz5kwaGxvZsmUL8+fPB6B79+68/vrrpKen4+3tDdx6JN67d2969OjxD42Tn5/P9evX7TYO/a0///nPLFq0iAsXLjBu3Dh+9rOf0aFDB6O+S5cu/PWvf22xb/OKpd63bJnCpYiISDtyI2jgnZ7Ct2727Nk8/fTTnDt3Dg8PD4KCgrhx4wYXL140NtCYTCa7XeJfl9lsZsCAAXTt2tWh7uTJkyxZsoSamhpmzJjB888/77AKGRAQQHFxMdeuXXN4PG6xWHBxccHPz+8fnt/dTOFSRESkHfmmO7Lbu//6r/+iU6dOREREEBwcbJQfPnyYxsZGHn74YS5evEhpaSlLly79h8dpPqT9y06cOEFKSgpWq5UXXniBGTNmtNh/0KBBfPLJJ5w6dYrhw4fb1RUVFdGnT58WN/uI3rkUERGRNvT//t//Y9WqVXaPnOvq6ti4cSN+fn48/vjjmEwmunTpwpAhQ/6hMf73f/+XiooKh0fi1dXVLF26lIaGBl577bVWgyVAVFQUbm5u/Ou//qvd+5f79+/n4sWLTJw48R+a271AK5ciIiLSZhITE3nuueeYP38+kydPxmazkZ2dTXl5OWlpaXh4eGA2mwkJCTE293xdJpMJHx8fBg0aZFe+efNmampqGDx4MDabjX379jn0DQ0NpVu3bvTo0YOEhAQ2bdrEwoULiYqK4sKFC+zcuZOBAwcyZcqUf2hu9wKFSxEREWkzoaGhZGRksHnzZjZu3Iibmxs/+tGPWLlyJQMHDqSxsZH8/HwWLVr0D49x6NAhRo4c6fAeZV5eHnDrgPTmQ9K/7IMPPqBbt24A/PM//zNdu3bl17/+NWlpaXTt2pXJkyczb9484zgicdShpqam9b32IiIi4lTV1dXaCCLfWHv+O9I7lyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jRud3oCIiIicm8pKSnhgw8+4NixY9hsNh588EF+8pOfEBYW5tC2oKCAefPmkZ2dTWBgIDU1NWzatImDBw9SXV2Nl5cXDz/8MPPmzaNXr14O/a9fv05UVBRLlixh0qRJNDU1sXPnTvbu3cuf//xn3NzcGDBgAPHx8TzyyCMO/ffu3cuOHTu4cOECXbp0YcyYMcyfPx9vb+9v49bcFbRyKSIiIm2mqKiIxMREzGYz//RP/0RSUhIdO3Zk0aJF7Nixw6G92WymZ8+eBAYGYrVaSUpKIisri5CQECMwHj58mISEBEpKShz6f/bZZzQ0NBjBcfXq1WRkZODr60tKSgoJCQlYLBaef/559u7da9f3o48+YtWqVdx3330sXLiQ8ePHs3v3bpKSkmhoaPh2btBdQCuXIiIi0mbefvtt6uvrycjIMALftGnTePnll/n5z3/OqFGj6Nmzp9HeZDIxatQoALZv305JSQmpqanExMQYbaKiokhISOC9994jPT3dbjyz2Uz//v3x8/Pj5MmT/Pu//zuPP/44b7zxhtFm6tSpzJw5k3Xr1hEdHU3Hjh2pqqpi06ZNjBo1infffRcXl1vrcQMGDGDFihX8+te/5qc//em3dp++y7RyKSIiIm2iqqqKP/3pT4SEhNg9gu7QoQOzZ8+msbHRbvWwurqac+fOGY/L8/Ly6NixI5MmTbK77oABA+jTpw/Hjh1zGNNsNhvh9MiRI8CtMPm3vLy8iIiIoLa2lrNnzwKwf/9+GhsbiYuLM4IlQHR0ND169HBY5ZT/o5VLERGRduRa/vN3egqt8hy+7hv1r6qqAqBfv34Odc2rlX/605+MMpPJhKenJ0OHDgXg9ddf59KlS7i6utr1tdlsXL582S4EAvzlL3/hz3/+sxEuZ8yYwejRo/nhD3/oMP6lS5cAjGsXFhYCMHjwYIe2AwcO5Pe//z11dXV4eXn9Hb/83qJwKSIi0o7crC2+01P41nh6egJw9epVh7qamhrg1mplM7PZzPDhw+nUqRMA/z979x9XZZng//+FHhGEkEXB0JYWSXMQXU1BxVE0UfvhJmkxGE5BlIKTKAbtmpWpTZu6peSODiWT1Ywrrg1WNq6r+emH52j+AO2LoCtk/jjIj9FBAwUOxPcPHtzj6RycRk+I+n4+HvN4jNeP+7ruO/54P67rvu7TvXt3unfv7tB327Zt/PnPf2b06NF25WazGR8fHwYMGAA0r1D27dvXob/VauWzzz6ja9euhISEAFBRUcFtt92Gl5eXQ/uAgAAASktLnV7vVqdtcREREWkTwcHB+Pj4sGvXLqqrq+3qduzYAUBdXR0ADQ0N7Nu3z1h1bE1JSQnLly+nY8eOJCUl2dWZzWaGDRvmsNJ5uerqaubPn099fT1PPfUUJpPJKG8Jwz/k4eEBoEM9rVC4FBERkTZhMplITEzk7NmzpKamkpeXh9VqJScnh+zsbLy8vIxwd/DgQWpqaq4YLo8ePcqsWbP47rvvePbZZ/nZz35m1NXW1pKfn3/F/ufPnyc1NZUjR44QHR1NbGysUdfU1NRqv5a6H27DSzNti4uIiEibiY+Px2azkZ2dTXJyMgA9evRgyZIlrFixwvh+pMViITg4mMDAQKfXMZvNvPDCC1y8eJFnn32WRx55xK5+//791NfXO/12JcCpU6dIS0vj5MmTjB8/nkWLFuHm5mbUe3l5cf78ead9W1Ys9b6lcwqXIiIi7UgHn37Xewo/uYSEBGJjYykuLsbDw4OQkBAaGxspKyszDtCYzWanH1UH+OCDD/iP//gPOnTowOLFi5k4caJDG4vFQr9+/fDz83Oo+/rrr0lPT6eqqoq4uDjmzp3rsArZs2dPjhw5wqVLlxy2xysqKujQoQP+/v5X+whuagqXIiIi7ci1nshu77Zv3467uztRUVEMHDjQKN+zZw82m40hQ4ZQVlbG8ePHycjIcOj/X//1X8YK57Jly7jnnnucjtPykfYfOnToEKmpqdTV1TFv3jzi4uKc9u/fvz87d+7k8OHDDB061K6usLCQ3r17Oz3sI3rnUkRERNrQpk2bWLx4sd2Wc3V1NVlZWfj7+zNhwgTMZjNeXl4MGjTIru/u3btZuXIlXbt2JSsrq9Vg+e2331JaWuqwJV5ZWUlGRga1tbW8/PLLrQZLaP4wu8lk4v3337d7/3Lbtm2UlZUxadKkq7j7W4NWLkVERKTNJCUlMWfOHJKTk4mJiaGpqYnc3FysVivLly/Hw8MDi8VCeHi4cbinxRtvvEFTUxOjRo3i//7v//i///s/h+vff//9mM1mfH196d+/v13d2rVrqaqqIiwsjKamJrZu3erQPyIigm7duhEYGEhiYiJvv/02s2fPJjo6mpMnT5KTk0NoaChTpkxx7YO5ibhVVVW1fhxKREREXKqysvKWf1dv7969rF27luLiYkwmEwMGDCApKYnQ0FBsNhvR0dGkpaURExNj9CkrK3P4ZZ7Wrv3MM8/g5+fH4sWL7epiYmIoLS29Yv81a9YwZMgQ498ffPABGzdu5PTp0/j5+TF69GhmzpxpHDy6Xtrz35HCpYiISBtqz6FAbhzt+e9I71yKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiEibKikpIT09nXvvvZexY8eSnJyM2Wx22jY/P5+IiAisVisANTU1/OY3v2Hq1KmMGjWKRx55hHXr1tHQ0OC0f319PaNHj+ajjz4CoKGhgT/84Q9MmzaNn//854wZM4bk5GR2797ttP+WLVuYPn06o0eP5v7772fZsmVcuHDBBU/h5qVwKSIiIm2msLCQpKQkLBYLDzzwACkpKXTq1Im0tDQ2bNjg0N5isRAUFESvXr1oaGggLS2N3//+9wwdOpS0tDTCwsJYvXo1GRkZTsc7cOAAtbW1jBgxAoDXXnuNzMxMunfvTmpqKomJiVRUVDB37ly2bNli13fdunUsXryYrl27Mnv2bO677z4+/PBDUlJSqK2tdf3DuUmYrvcERERE5NaxdOlSLl68SGZmphH4Hn30URYsWMCqVauIjIwkKCjIaG82m4mMjARg69atHDx4kGeeeYbHH38cgClTpuDt7c3GjRvZu3cvERERduNZLBb69u2Lv78/X3/9NR999BETJkzglVdeMdpMnTqV+Ph4Vq5cycSJE+nUqRPl5eW8/fbbREZG8sYbb9ChQ/N6XL9+/XjxxRfZuHGjMQexp5VLERERaRPl5eUUFRURHh5uBEsANzc3EhISsNlsdquHlZWVFBcXM3LkSACqq6u56667mDx5st11hw0bBsCRI0ccxrRYLEY43bt3L9AcJi/n7e1NVFQUFy5c4NixYwBs27YNm83GtGnTjGAJMHHiRAIDAx1WOeWvtHIpIiLSjrz1yeLrPYVWzXjwpWvqX15eDkCfPn0c6lpWK4uKiowys9mMp6cngwcPBmDatGlMmzbNoe/Ro0cBCAwMtCs/ffo0p06dMsJlXFwco0eP5s4773S4xrlz5wDo2LEjAAUFBQCEhYU5tA0NDeXTTz+luroab2/vK93yLUnhUkREpB05VVlyvafwk/H09ASaD+X8UFVVFdC8WtnCYrEwdOhQ3N3dHdrX1dVx5swZPvvsM373u9/Rv39/xowZY9fGbDbj4+PDgAEDgOYVyr59+zpcy2q18tlnn9G1a1dCQkIAqKio4LbbbsPLy8uhfUBAAAClpaVOr3erU7gUERGRNhEcHIyPjw+7du1yWPXbsWMH0BwaoflU9759+3jmmWecXmvz5s28/vrrAPzDP/wD//qv/0qnTp3s2pjNZoYNG2asRjpTXV3N/Pnzqa+vZ/bs2ZhMJqO8JQz/kIeHB4AO9bRC71yKiIhImzCZTCQmJnL27FlSU1PJy8vDarWSk5NDdnY2Xl5eRrg7ePAgNTU1xpb2D4WFhbF8+XLS09Nxd3cnKSmJL7/80qivra0lPz+/1f4A58+fJzU1lSNHjhAdHU1sbKxR19TU1Gq/lrrL38WUv9LKpYiIiLSZ+Ph4bDYb2dnZJCcnA9CjRw+WLFnCihUr8PHxAZq3xIODgx3eo2zRv39/4/9HRUURFxfHf/zHfzBq1CgA9u/fT319vd3BocudOnWKtLQ0Tp48yfjx41m0aBFubm5GvZeXF+fPn3fat2XFUu9bOqdwKSIi0o78o3/I9Z7CTy4hIYHY2FiKi4vx8PAgJCSExsZGysrKjAM0ZrPZOCX+t/To0YN77rmHL7/8kqqqKnx9fbFYLPTr1w8/Pz+H9l9//TXp6elUVVURFxfH3LlzHVYhe/bsyZEjR7h06ZLD9nhFRQUdOnTA39//Kp/AzU3hUkREpB251hPZ7d327dtxd3cnKiqKgQMHGuV79uzBZrMxZMgQysrKOH78uMOH0dPS0vjmm2/44IMPjO3zFhcvXqRDhw7G4Z+Wj7T/0KFDh0hNTaWuro558+YRFxfndJ79+/dn586dHD58mKFDh9rVFRYW0rt3b6eHfUTvXIqIiEgb2rRpE4sXL7bbcq6uriYrKwt/f38mTJiA2WzGy8uLQYMG2fUNDAzkzJkzfPzxx3bl+fn55OfnEx4eTpcuXfj2228pLS112BKvrKwkIyOD2tpaXn755VaDJUB0dDQmk4n333/f7v3Lbdu2UVZWxqRJk67hKdzctHIpIiIibSYpKYk5c+aQnJxMTEwMTU1N5ObmYrVaWb58OR4eHlgsFsLDwx1WJ5966iksFgvLly/n6NGj3H333XzzzTfk5ubi6+vLc889BzRvqfv6+tq9lwmwdu1aqqqqCAsLo6mpia1btzrMLyIigm7duhEYGEhiYiJvv/02s2fPJjo6mpMnT5KTk0NoaChTpkz56R7SDc6tqqqq9eNQIiIi4lKVlZW3/Lt6e/fuZe3atRQXF2MymRgwYABJSUmEhoZis9mIjo4mLS2NmJgYh75/+ctfyMrK4ssvv+TcuXN069aNkSNH8tRTTxnP9ZlnnsHPz4/Fi+0/SB8TE0NpaekV57ZmzRqGDBli/PuDDz5g48aNnD59Gj8/P0aPHs3MmTONg0fXS3v+O1K4FBERaUPtORTIjaM9/x3pnUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxEREWlTJSUlpKenc++99zJ27FiSk5Mxm81O2+bn5xMREYHVanVa/5vf/IaIiAgOHDjgtL6+vp7Ro0fz0UcfAdDQ0MAf/vAHpk2bxs9//nPGjBlDcnIyu3fvdtp/y5YtTJ8+ndGjR3P//fezbNkyLly4cBV3fetQuBQREZE2U1hYSFJSEhaLhQceeICUlBQ6depEWloaGzZscGhvsVgICgqiV69eDnV5eXm8//77VxzvwIED1NbWMmLECABee+01MjMz6d69O6mpqSQmJlJRUcHcuXPZsmWLXd9169axePFiunbtyuzZs7nvvvv48MMPSUlJoba29hqews3NdL0nICIiIreOpUuXcvHiRTIzM43A9+ijj7JgwQJWrVpFZGQkQUFBRnuz2UxkZKTDdb777jtefvllTCYT9fX1rY5nsVjo27cv/v7+fP3113z00UdMmDCBV155xWgzdepU4uPjWblyJRMnTqRTp06Ul5fz9ttvExkZyRtvvEGHDs3rcf369ePFF19k48aNPP744656LDcVrVyKiIhImygvL6eoqIjw8HAjWAK4ubmRkJCAzWazWz2srKykuLiYkSNHOlxr6dKlfP/990yZMuWKY1osFiOc7t27F2gOk5fz9vYmKiqKCxcucOzYMQC2bduGzWZj2rRpRrAEmDhxIoGBgQ6rnPJXWrkUERFpRz788MPrPYVWTZ48+Zr6l5eXA9CnTx+HupbVyqKiIqPMbDbj6enJ4MGD7dr+6U9/Yvv27axatYqDBw+2Ot7p06c5deqUES7j4uIYPXo0d955p0Pbc+fOAdCxY0cACgoKAAgLC3NoGxoayqeffkp1dTXe3t6tjn+rUrgUERFpRyoqKq73FH4ynp6eANTU1DjUVVVVAc2rlS0sFgtDhw7F3d3dKLNarSxfvpy4uDgiIiKuGC7NZjM+Pj4MGDAAaF6h7Nu3r0M7q9XKZ599RteuXQkJCQGa/zvcdttteHl5ObQPCAgAoLS01On1bnXaFhcREZE2ERwcjI+PD7t27aK6utqubseOHQDU1dUBzae69+3bZ/e+ZWNjIy+//DI9evRg1qxZf3M8s9nMsGHDjNVIZ6qrq5k/fz719fU89dRTmEwmo7wlDP+Qh4cHgA71tELhUkRERNqEyWQiMTGRs2fPkpqaSl5eHlarlZycHLKzs/Hy8jLC3cGDB6mpqbELl++88w6FhYUsXryYzp07X3Gs2tpa8vPznR4GanH+/HlSU1M5cuQI0dHRxMbGGnVNTU2t9mupu/xdTPkrbYuLiIhIm4mPj8dms5GdnU1ycjIAPXr0YMmSJaxYsQIfHx+geUs8ODiYwMBAoPkdyOzsbOLj4wkICDC20VtWD6urq6mqqsLHx4cOHTqwf/9+6uvr7Q4OXe7UqVOkpaVx8uRJxo8fz6JFi3BzczPqvby8OH/+vNO+LWPqfUvnFC5FRETakZb3+W5mCQkJxMbGUlxcjIeHByEhITQ2NlJWVmYcoDGbzXanxC0WC42Njbz33nu89957DtfMyMgAYPPmzfTs2ROLxUK/fv3w8/NzaPv111+Tnp5OVVUVcXFxzJ0712EVsmfPnhw5coRLly45bI9XVFTQoUMH/P39r/lZ3IwULkVERNqRaz2R3d5t374dd3d3oqKiGDhwoFG+Z88ebDYbQ4YMoaysjOPHjxuBEeDBBx9k0KBBDtf75JNP2Lp1K3PmzKFPnz5069YNwPhI+w8dOnSI1NRU6urqmDdvHnFxcU7n2b9/f3bu3Mnhw4cZOnSoXV1hYSG9e/d2ethHFC5FRESkDW3atIni4mL++Mc/0rVrV6B5SzsrKwt/f38mTJjAJ598gpeXl12Y7NWrl9Nf6Wk5Ld6vXz+GDBkCwLfffktpaanDlnhlZSUZGRnU1tayaNEi7rvvvlbnGR0dzZo1a3j//fcZMmSIsWW+bds2ysrKmDt37jU8hZubwqWIiIi0maSkJObMmUNycjIxMTE0NTWRm5trfGLIw8MDi8VCeHi4cbjn72U2m/H19aV///525WvXrqWqqoqwsDCamprYunWrQ9+IiAi6detGYGAgiYmJvP3228yePZvo6GhOnjxJTk4OoaGhf/Pj7bcyhUsRERFpMxEREWRmZrJ27VqysrIwmUwMGDCAhQsXEhoais1mY//+/aSlpV31GLt372b48OEO71F+9dVXQPPhoJaPpP/QmjVrjK31p59+Gj8/PzZu3Mjy5cvx8/MjJiaGmTNnGp8jEkduVVVVrZ+1FxEREZeqrKzUQRC5Zu3570gfaBIRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERlzFd7wmIiIjIraWkpIQ1a9aQl5dHU1MTd999N7/85S8ZOXKkQ9v8/HxmzpxJbm4uvXr1YuvWrSxcuNDpdR988EGHuvr6eqKjo0lPT+ehhx6ioaGBnJwctmzZwqlTpzCZTPTr148nnniCESNGOFxzy5YtbNiwgZMnT+Ll5cXYsWNJTk7Gx8fHNQ/jJqRwKSIiIm2msLCQWbNmUV9fz5QpUwgKCuLLL78kLS2NefPmERcXZ9feYrEQFBREr169ADh27BgAzz//PJ07d7Zr29LmcgcOHKC2ttYIjq+99hofffQRw4YN4+GHH+bSpUt8+OGHzJ07lxdffJFJkyYZfdetW8fq1asJDw9n9uzZlJaWsnHjRg4dOkR2djYeHh4ufTY3C4VLERERaTNLly7l4sWLZGZmGoHv0UcfZcGCBaxatYrIyEiCgoKM9mazmcjISOPfx44dw8/Pj5iYmB81nsVioW/fvvj7+/P111/z0UcfMWHCBF555RWjzdSpU4mPj2flypVMnDiRTp06UV5ezttvv01kZCRvvPEGHTo0v0nYr18/XnzxRTZu3Mjjjz/ugidy89E7lyIiItImysvLKSoqIjw83G4L2s3NjYSEBGw2G1u2bDHKKysrKS4uttsuLy4upnfv3j96TIvFYoTTvXv3As1h8nLe3t5ERUVx4cIFY2V027Zt2Gw2pk2bZgRLgIkTJxIYGGg3T7GnlUsREZF2JCfmD9d7Cq36xeb4a+pfXl4OQJ8+fRzqWlYri4qKjDKz2YynpyeDBw8G4Ny5c5w9e5bo6GgAbDYbTU1NuLu7Ox3v9OnTnDp1ygiXcXFxjB49mjvvvNOh7blz5wDo2LEjAAUFBQCEhYU5tA0NDeXTTz+luroab2/vH3HntxaFSxERkXakLP/M9Z7CT8bT0xOAmpoah7qqqiqgebWyhcViYejQoUZ4bFlVLCsr4/HHH+fYsWN8//33/OxnP+NXv/oV4eHhdtc0m834+PgwYMAAoHmFsm/fvg5jW61WPvvsM7p27UpISAgAFRUV3HbbbXh5eTm0DwgIAKC0tNTp9W512hYXERGRNhEcHIyPjw+7du2iurrarm7Hjh0A1NXVAdDQ0MC+ffvs3rcsLi4G4NChQ4wbN45ly5aRmppKWVkZqampfPnll3bXNJvNDBs2zFiNdKa6upr58+dTX1/PU089hclkMspbwvAPtRzkqa2t/Xtu/5ahcCkiIiJtwmQykZiYyNmzZ0lNTSUvLw+r1UpOTg7Z2dl4eXkZ4e7gwYPU1NTYhcvQ0FASExPJzs7miSeeYNSoUcTHx/POO+/QuXNnli5dyvfffw80B7/8/Hy7/j90/vx5UlNTOXLkCNHR0cTGxhp1TU1NrfZrqbv8XUz5K22Li4iISJuJj4/HZrORnZ1NcnIyAD169GDJkiWsWLHC+H6kxWIhODiYwMBAo+/gwYON9y8vFxgYSFRUFFu3buX48eOEhISwf/9+6uvrnX67EuDUqVOkpaVx8uRJxo8fz6JFi3BzczPqvby8OH/+vNO+LSuWet/SOYVLERGRduT2wYF/u9ENLiEhgdjYWIqLi/Hw8CAkJITGxkbKysqMAzRms9npR9Vb061bN+Cv73NaLBb69euHn5+fQ9uvv/6a9PR0qqqqiIuLY+7cuQ6rkD179uTIkSNcunTJYXu8oqKCDh064O/v/3fd961C4VJERKQdudYT2e3d9u3bcXd3JyoqioEDBxrle/bswWazMWTIEMrKyjh+/DgZGRl2fdPT0/nmm29Yv369wwfMjx8/DsAdd9wBNIfLBx54wGH8Q4cOkZqaSl1dndOPtrfo378/O3fu5PDhwwwdOtSurrCwkN69ezs97CN651JERETa0KZNm1i8eLHdlnN1dTVZWVn4+/szYcIEzGYzXl5eDBo0yK5v9+7dOX36NJs3b7YrP3DgABaLhZEjR+Ln58e3335LaWmpw5Z4ZWUlGRkZ1NbW8vLLL7caLAGio6MxmUy8//77du9fbtu2jbKyMrtf8hF7WrkUERGRNpOUlMScOXNITk4mJiaGpqYmcnNzsVqtLF++HA8PDywWC+Hh4cbhnhZPP/00FouFzMxMjh07Rv/+/Tl+/Dh//OMf8ff3N1Y6zWYzvr6+9O/f367/2rVrqaqqIiwsjKamJrZu3eowv4iICLp160ZgYCCJiYm8/fbbzJ49m+joaE6ePElOTg6hoaFMmTLlp3tINzi3qqqq1o9DiYiIiEtVVlbe8u/q7d27l7Vr11JcXIzJZGLAgAEkJSURGhqKzWYjOjqatLQ0pz/xePbsWd566y3MZjNnz57Fz8+PkSNH8vTTTxvP9ZlnnsHPz4/Fixfb9Y2JiaG0tPSKc1uzZg1Dhgwx/v3BBx+wceNGTp8+jZ+fH6NHj2bmzJnGwaPrpT3/HSlcioiItKH2HArkxtGe/470zqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIi0qZKSEtLT07n33nsZO3YsycnJmM1mp23z8/OJiIjAarUaZbt37yYlJYWxY8cSHR3N7NmzOXz4sNP+9fX1jB49mo8++giAhoYG/vCHPzBt2jR+/vOfM2bMGJKTk9m9e7fT/lu2bGH69OmMHj2a+++/n2XLlnHhwoVrfAI3N4VLERERaTOFhYUkJSVhsVh44IEHSElJoVOnTqSlpbFhwwaH9haLhaCgIHr16gXAhx9+yNy5czl//jzJyclMnz6dY8eOMXPmTAoLCx36HzhwgNraWkaMGAHAa6+9RmZmJt27dyc1NZXExEQqKiqYO3cuW7Zsseu7bt06Fi9eTNeuXZk9ezb33XcfH374ISkpKdTW1v4ET+fmYLreExAREZFbx9KlS7l48SKZmZlG4Hv00UdZsGABq1atIjIykqCgIKO92WwmMjISgIqKCl5//XX69etHVlYWHh4eAIwbN45f/OIX/Pa3v+XNN9+0G89isdC3b1/8/f35+uuv+eijj5gwYQKvvPKK0Wbq1KnEx8ezcuVKJk6cSKdOnSgvL+ftt98mMjKSN954gw4dmtfj+vXrx4svvsjGjRt5/PHHf9JndaPSyqWIiIi0ifLycoqKiggPDzeCJYCbmxsJCQnYbDa71cPKykqKi4sZOXIkAH/605+ora1lzpw5RrAE+Md//EfmzJnDsGHDHMa0WCxGON27dy/QHCYv5+3tTVRUFBcuXODYsWMAbNu2DZvNxrRp04xgCTBx4kQCAwMdVjnlr7RyKSIi0o6M31JxvafQqu2TAq6pf3l5OQB9+vRxqGtZrSwqKjLKzGYznp6eDB48GID9+/fj7e3NP//zPwPN7082NDTg4eHBL37xC4drnj59mlOnThnhMi4ujtGjR3PnnXc6tD137hwAHTt2BKCgoACAsLAwh7ahoaF8+umnVFdX4+3t/SPv/tahcCkiItKO7Ku0Xe8p/GQ8PT0BqKmpcairqqoCmlcrW1gsFoYOHYq7uzsA3377LbfffjvffPMNb775Jvv376exsZGQkBCeeeYZY4WzhdlsxsfHhwEDBgDNK5R9+/Z1GNtqtfLZZ5/RtWtXQkJCgOYt+Ntuuw0vLy+H9gEBzSG7tLTU6fVuddoWFxERkTYRHByMj48Pu3btorq62q5ux44dANTV1QHNq5L79u0zVh0BLly4wIULF5gxYwa+vr688sorPPfcc9TU1PDss8/y2Wef2V3TbDYzbNgwYzXSmerqaubPn099fT1PPfUUJpPJKG8Jwz/UsiWvQz3OKVyKiIhImzCZTCQmJnL27FlSU1PJy8vDarWSk5NDdnY2Xl5eRrg7ePAgNTU1duHSZrNRUVHBgw8+yJIlSxg3bhyPPPIIa9euxdPTk9dff52mpiagOfjl5+fb9f+h8+fPk5qaypEjR4iOjiY2Ntaoa7mOMy11l7+LKX+lpyIiIiJtJj4+nlmzZnHs2DGSk5N5+OGH+f3vf8+SJUvw8/PDx8cHaN4SDw4OJjAw0OjbsmL4w/crAwICGD16NOXl5Xz77bdA8/uZ9fX1dgeHLnfq1CmSkpIoKChg/PjxLF68GDc3N6Pey8ur1ZXJlnK9b+mc3rkUERFpR8L9O13vKfzkEhISiI2Npbi4GA8PD0JCQmhsbKSsrMw4QGM2mx3eoezRowfffPMN3bp1c7hmS1nLdrvFYqFfv374+fk5tP36669JT0+nqqqKuLg45s6d67AK2bNnT44cOcKlS5cctscrKiro0KED/v7+V/8QbmIKlyIiIu3ItZ7Ibu+2b9+Ou7s7UVFRDBw40Cjfs2cPNpuNIUOGUFZWxvHjx8nIyLDrGxYWxjfffENxcbFdX2g+GQ4YK50tH2n/oUOHDpGamkpdXR3z5s0jLi7O6Tz79+/Pzp07OXz4MEOHDrWrKywspHfv3k4P+4i2xUVERKQNbdq0icWLF3P+/HmjrLq6mqysLPz9/ZkwYQJmsxkvLy8GDRpk1/df/uVfAHj77bdpbGw0yktKSti1axdDhgyhe/fufPvtt5SWljpsiVdWVpKRkUFtbS0vv/xyq8ESIDo6GpPJxPvvv2/3/uW2bdsoKytj0qRJ1/IYbmpauRQREZE2k5SUxJw5c0hOTiYmJoampiZyc3OxWq0sX74cDw8PLBYL4eHhxuGeFv/8z/9MfHw8f/jDH5gxYwb3338/586dIycnh86dO5Oeng40b6n7+vrSv39/u/5r166lqqqKsLAwmpqa2Lp1q8P8IiIi6NatG4GBgSQmJvL2228ze/ZsoqOjOXnyJDk5OYSGhjJlypSf7iHd4NyqqqpaPw4lIiIiLlVZWXnLv6u3d+9e1q5dS3FxMSaTiQEDBpCUlERoaCg2m43o6GjS0tKIiYlx2v+TTz5h48aNfPPNN3h4eDBkyBCSk5P5p3/6JwCeeeYZ/Pz8WLx4sV2/mJgYSktLrzi3NWvWMGTIEOPfH3zwARs3buT06dP4+fkxevRoZs6caRw8ul7a89+RwqWIiEgbas+hQG4c7fnvSO9cioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLmK73BEREROTWUlJSwpo1a8jLy6OpqYm7776bX/7yl4wcOdKhbX5+PjNnziQ3N5dZs2Zx5syZK1578+bN9OzZ0/h3fX090dHRpKen89BDD9HQ0EBOTg5btmzh1KlTmEwm+vXrxxNPPMGIESMcrrdlyxY2bNjAyZMn8fLyYuzYsSQnJ+Pj43PtD+ImpXApIiIibaawsJBZs2ZRX1/PlClTCAoK4ssvvyQtLY158+YRFxdn195isRAUFESvXr1IS0vj0qVLDtcsKipiw4YNhIWFERAQYFd34MABamtrjeD42muv8dFHHzFs2DAefvhhLl26xIcffsjcuXN58cUXmTRpktF33bp1rF69mvDwcGbPnk1paSkbN27k0KFDZGdn4+Hh8RM8oRufwqWIiIi0maVLl3Lx4kUyMzONwPfoo4+yYMECVq1aRWRkJEFBQUZ7s9lMZGQkAGPGjHG4Xk1NDWvXrsXX15d///d/x2SyjzYWi4W+ffvi7+/P119/zUcffcSECRN45ZVXjDZTp04lPj6elStXMnHiRDp16kR5eTlvv/02kZGRvPHGG3To0PwmYb9+/XjxxRfZuHEjjz/+uKsfz01B71yKiIhImygvL6eoqIjw8HC7LWg3NzcSEhKw2Wxs2bLFKK+srKS4uNjpdnmLNWvWcOrUKebOnUuPHj0c6i0WixFO9+7dCzSHyct5e3sTFRXFhQsXOHbsGADbtm3DZrMxbdo0I1gCTJw4kcDAQLt5ij2tXIqIiLQjnotnXe8ptOrSS6uvqX95eTkAffr0cahrWa0sKioyysxmM56engwePNjp9Y4fP84HH3zAoEGDeOCBBxzqT58+zalTp4xwGRcXx+jRo7nzzjsd2p47dw6Ajh07AlBQUABAWFiYQ9vQ0FA+/fRTqqur8fb2bv2Gb1EKlyIiIu1Ix5LC6z2Fn4ynpyfQvJX9Q1VVVUDzamULi8XC0KFDcXd3d3q9t956i8bGRp555hmn9WazGR8fHwYMGAA0r1D27dvXoZ3VauWzzz6ja9euhISEAFBRUcFtt92Gl5eXQ/uW9zpLS0udXu9Wp21xERERaRPBwcH4+Piwa9cuqqur7ep27NgBQF1dHQANDQ3s27fPWHX8oTNnzvDZZ58xZMgQBg4c6LSN2Wxm2LBhxmqkM9XV1cyfP5/6+nqeeuop453N6upqIwz/UMtBntra2ivc7a1L4VJERETahMlkIjExkbNnz5KamkpeXh5Wq5WcnByys7Px8vIywt3BgwepqalpNVzm5ubS2NjY6qGa2tpa8vPzW+0PcP78eVJTUzly5AjR0dHExsYadU1NTa32a6m7/F1M+Stti4uIiEibiY+Px2azkZ2dTXJyMgA9evRgyZIlrFixwvh+pMViITg4mMDAQKfX2blzJ35+fkRERDit379/P/X19U6/XQlw6tQp0tLSOHnyJOPHj2fRokW4ubkZ9V5eXpw/f95p35YVS71v6ZzCpYiISDvSGBJ6vafwk0tISCA2Npbi4mI8PDwICQmhsbGRsrIy4wCN2Wxu9ZT4t99+y8mTJ4mNjW11y9tisdCvXz/8/Pwc6r7++mvS09OpqqoiLi6OuXPnOqxC9uzZkyNHjnDp0iWH7fGKigo6dOiAv7//1dz+TU/hUkREpB251hPZ7d327dtxd3cnKirK7l3JPXv2YLPZGDJkCGVlZRw/fpyMjAyn18jPzwdg+PDhrY5jsVicniA/dOgQqamp1NXVOf1oe4v+/fuzc+dODh8+zNChQ+3qCgsL6d27t9PDPqJ3LkVERKQNbdq0icWLF9ttOVdXV5OVlYW/vz8TJkzAbDbj5eXFoEGDnF6j5XNFP/vZz5zWf/vtt5SWljpsiVdWVpKRkUFtbS0vv/xyq8ESIDo6GpPJxPvvv2/3/uW2bdsoKyuz+yUfsaeVSxEREWkzSUlJzJkzh+TkZGJiYmhqaiI3Nxer1cry5cvx8PDAYrEQHh7u8Gs7LU6cOEHnzp3p1q2b03qz2Yyvry/9+/e3K1+7di1VVVWEhYXR1NTE1q1bHfpGRETQrVs3AgMDSUxM5O2332b27NlER0dz8uRJcnJyCA0NZcqUKdf+MG5SCpciIiLSZiIiIsjMzGTt2rVkZWVhMpkYMGAACxcuJDQ0FJvNxv79+0lLS2v1GlVVVVc8TLN7926GDx/u8B7lV199BTR/IL3lI+k/tGbNGiO0Pv300/j5+bFx40aWL1+On58fMTExzJw5U78rfgVuVVVVrZ+1FxEREZeqrKzUQRC5Zu3570jvXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIy5iu9wRERETk1lJSUsKaNWvIy8ujqamJu+++m1/+8peMHDnSoW1+fj4zZ84kNzeXXr16UVNTQ1ZWFp999hl//vOf8fPzIyoqipSUFLy9vR3619fXEx0dTXp6Og899BANDQ3k5OSwZcsWTp06hclkol+/fjzxxBOMGDHCof+WLVvYsGEDJ0+exMvLi7Fjx5KcnIyPj89P8mxuBlq5FBERkTZTWFhIUlISFouFBx54gJSUFDp16kRaWhobNmxwaG+xWAgKCqJXr140NDTwzDPPsGHDBgYOHEh6ejojRozggw8+IDk5mbq6Oof+Bw4coLa21giOr732GpmZmXTv3p3U1FQSExOpqKhg7ty5bNmyxa7vunXrWLx4MV27dmX27Nncd999fPjhh6SkpFBbW/vTPKCbgFYuRUREpM0sXbqUixcvkpmZaQS+Rx99lAULFrBq1SoiIyMJCgoy2pvNZiIjIwH44osvOHz4MFOmTOHf/u3fjDY9evTgrbfe4pNPPmHKlCl241ksFvr27Yu/vz9ff/01H330ERMmTOCVV14x2kydOpX4+HhWrlzJxIkT6dSpE+Xl5bz99ttERkbyxhtv0KFD83pcv379ePHFF9m4cSOPP/74T/acbmRauRQREZE2UV5eTlFREeHh4XZb0G5ubiQkJGCz2exWDysrKykuLja2y0+ePAnAz3/+c7vrjhkzBoCjR486jGmxWIxwunfvXqA5TF7O29ubqKgoLly4wLFjxwDYtm0bNpuNadOmGcESYOLEiQQGBjqscspfaeVSRESkHbm0f+71nkKrPIeuvKb+5eXlAPTp08ehrmW1sqioyCgzm814enoyePBgAO68804AvvnmG7uAeeLECQACAgLsrnn69GlOnTplhMu4uDhGjx5tXOdy586dA6Bjx44AFBQUABAWFubQNjQ0lE8//ZTq6mqn73ne6hQuRURE2pHvLxy53lP4yXh6egJQU1PjUFdVVQU0r1a2sFgsDB06FHd3dwBGjx5NVFQU77zzDt27d2fw4MEUFxfzxhtvEBAQwOTJk+2uaTab8fHxYcCAAUDzCmXfvn0dxrZarXz22Wd07dqVkJAQACoqKrjtttvw8vJyaN8SYktLS51e71ancCkiIiJtIjg4GB8fH3bt2uWw6rdjxw4A41BOQ0MD+/bt45lnnjHadOzYkaeffpqTJ0/y8ssvG+V+fn6sWbOG7t27241nNpsZNmyYsRrpTHV1NfPnz6e+vp7Zs2djMpmM8pYw/EMeHh4AOtTTCr1zKSIiIm3CZDKRmJjI2bNnSU1NJS8vD6vVSk5ODtnZ2Xh5eRnh7uDBg9TU1Bhb2tB88vvJJ5+koqKCmTNnsnz5cmbPns3333/PzJkz+b//+z+jbW1tLfn5+Xb9f+j8+fOkpqZy5MgRoqOjiY2NNeqamppa7ddSd/m7mPJXWrkUERGRNhMfH4/NZiM7O5vk5GSg+bT3kiVLWLFihfH9SIvFQnBwMIGBgUbfNWvW0NDQwJo1a4ytbmjeLp8+fTq//vWveffddwHYv38/9fX1Tr9dCXDq1CnS0tI4efIk48ePZ9GiRbi5uRn1Xl5enD9/3mnflhVLvW/pnMKliIhIO9LBp9/1nsJPLiEhgdjYWIqLi/Hw8CAkJITGxkbKysqMAzRms9nho+rHjh3jn/7pn+yCJTQf9LnnnnvYvXu3sd1usVjo168ffn5+DuN//fXXpKenU1VVRVxcHHPnznVYhezZsydHjhzh0qVLDtvjFRUVdOjQAX9/f1c8jpuOwqWIiEg7cq0nstu77du34+7uTlRUFAMHDjTK9+zZg81mY8iQIZSVlXH8+HEyMjLs+nbq1Invv//e6XVbylu2rFs+0v5Dhw4dIjU1lbq6OubNm0dcXJzT6/Xv35+dO3dy+PBhhg4daldXWFhI7969nR72Eb1zKSIiIm1o06ZNLF682G7Lubq6mqysLPz9/ZkwYQJmsxkvLy8GDRpk13fkyJF8++237N6926782LFj5OfnExoaym233ca3335LaWmpw5Z4ZWUlGRkZ1NbW8vLLL7caLAGio6MxmUy8//77du9fbtu2jbKyMiZNmnQNT+HmppVLERERaTNJSUnMmTOH5ORkYmJiaGpqIjc3F6vVyvLly/Hw8MBisRAeHm4c7mnxq1/9iry8PDIyMpg8eTJ9+vTh1KlT/PGPf8RkMvGv//qvQPOWuq+vL/3797frv3btWqqqqggLC6OpqYmtW7c6zC8iIoJu3boRGBhIYmIib7/9NrNnzyY6OpqTJ0+Sk5NDaGiowy8ByV+5VVVVtX4cSkRERFyqsrLyln9Xb+/evaxdu5bi4mJMJhMDBgwgKSmJ0NBQbDYb0dHRpKWlERMT49D37NmzrF27li+//JKzZ8/StWtXhg4dytNPP218HP2ZZ57Bz8+PxYsX2/WNiYmhtLT0inNbs2YNQ4YMMf79wQcfsHHjRk6fPo2fnx+jR49m5syZxsGj66U9/x0pXIqIiLSh9hwK5MbRnv+O9M6liIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIi0qZKSEtLT07n33nsZO3YsycnJmM1mp23z8/OJiIjAarUCcP78eZYtW8YDDzzAqFGjeOyxx8jJyeH777932r++vp7Ro0fz0UcfAdDQ0MAf/vAHpk2bxs9//nPGjBlDcnIyu3fvdtp/y5YtTJ8+ndGjR3P//fezbNkyLly44IKncPNSuBQREZE2U1hYSFJSEhaLhQceeICUlBQ6depEWloaGzZscGhvsVgICgqiV69efPfddzz99NNs2rSJsLAw5syZQ1hYGCtWrGD+/Pk0NTU59D9w4AC1tbWMGDECgNdee43MzEy6d+9OamoqiYmJVFRUMHfuXLZs2WLXd926dSxevJiuXbsye/Zs7rvvPj788ENSUlKora39aR7QTcB0vScgIiIit46lS5dy8eJFMjMzjcD36KOPsmDBAlatWkVkZCRBQUFGe7PZTGRkJADvvPMO3377LY8//jjPPPOM0aZv374sW7aMP/3pTzz44IN241ksFvr27Yu/vz9ff/01H330ERMmTOCVV14x2kydOpX4+HhWrlzJxIkT6dSpE+Xl5bz99ttERkbyxhtv0KFD83pcv379ePHFF9m4cSOPP/74T/acbmQKlyIiIu3IW58svt5TaNWMB1+6pv7l5eUUFRURHh5uBEsANzc3EhIS2LFjB1u2bGHWrFkAVFZWUlxczJw5cwD4f//v/9GlSxeeeuopu+tOmTKFrKwscnNznYbLcePGAbB3716gOUxeztvbm6ioKDZs2MCxY8cIDQ1l27Zt2Gw2pk2bZgRLgIkTJ7J69Wq2bNmicNkKhUsREZF25FRlyfWewk+mvLwcgD59+jjUtaxWFhUVGWVmsxlPT08GDx5s9L/rrrvw8PCw69uhQwd69erFkSNHaGpqws3NDYDTp09z6tQpY+UzLi6O0aNHc+eddzqMf+7cOQA6duwIQEFBAQBhYWEObUNDQ/n000+prq7G29v773gCtwa9cykiIiJtwtPTE4CamhqHuqqqKqB5tbKFxWJh6NChuLu7A9ClSxenfVv619fXc/78eaPMbDbj4+PDgAEDgOYVyr59+9K5c2e7vlarlc8++4yuXbsSEhICQEVFBbfddhteXl4OYwUEBABQWlr6o+77VqNwKSIiIm0iODgYHx8fdu3aRXV1tV3djh07AKirqwOaT3Xv27fPWHUEGDhwIKdPn+bw4cN2fQsLCzlz5oxdf2gOl8OGDTNWI52prq5m/vz51NfX89RTT2EymYzyljD8Qy0rpzrU45zCpYiIiLQJk8lEYmIiZ8+eJTU1lby8PKxWKzk5OWRnZ+Pl5WWEu4MHD1JTU2MXLpOSkujQoQPPPfccO3bsoLS0lM8//5x/+7d/w8fHB/jrtnZtbS35+fl2/X/o/PnzpKamcuTIEaKjo4mNjTXqnJ08/2Hd5e9iyl/pnUsREZF25B/9Q673FH5S8fHx2Gw2srOzSU5OBqBHjx4sWbKEFStWGCHRYrEQHBxMYGCg0bd///4sX76cf//3f+f5558HmrfaExMTsVqtfPjhh0b//fv3U19fb3dw6HKnTp0iLS2NkydPMn78eBYtWmS8qwng5eVlt8V+uZYVS71v6ZzCpYiISDtyrSeybwQJCQnExsZSXFyMh4cHISEhNDY2UlZWZhygMZvNjBw50qHvz3/+cz788EOOHTtGQ0MDd911F56ensycOZMePXoY72daLBb69euHn5+fwzW+/vpr0tPTqaqqIi4ujrlz5zqsQvbs2ZMjR45w6dIlh+3xiooKOnTogL+/v6seyU1F67kiIiLSZrZv387nn39Oly5dGDhwIH379qVjx47s27cPm83GkCFDKCsr4/jx4w5b2nl5efzxj3/EZDLxs5/9jAEDBuDp6cmFCxcoKCjgnnvuMdpaLBan4fTQoUPMnj2bCxcuMG/ePObNm+d0e7t///4ADu93QvM7nr1793Z62EcULkVERKQNbdq0icWLF9ttOVdXV5OVlYW/vz8TJkzAbDbj5eXFoEGD7Pru37+f1157jX379hllTU1NrFq1ioaGBuLj4wH49ttvKS0tddgSr6ysJCMjg9raWl5++WXi4uJanWd0dDQmk4n333/f7v3Lbdu2UVZWxqRJk67lMdzUtC0uIiIibSYpKYk5c+aQnJxMTEwMTU1N5ObmYrVaWb58OR4eHlgsFsLDw43DPS2mTJlCbm4uCxYs4Be/+AV+fn58/vnnWCwWnnrqKfr27Qs0b6n7+voaq48t1q5dS1VVFWFhYTQ1NbF161aH+UVERNCtWzcCAwNJTEzk7bffZvbs2URHR3Py5ElycnIIDQ1lypQpP91DusG5VVVVtX4cSkRERFyqsrLyln9Xb+/evaxdu5bi4mJMJhMDBgwgKSmJ0NBQbDYb0dHRpKWlERMT49D35MmTrFmzhvz8fOrq6ggODmbatGmMHz/eaPPMM8/g5+fH4sX2v3YUExPzN79NuWbNGoYMGWL8+4MPPmDjxo2cPn0aPz8/Ro8ezcyZM42DQ9dLe/47UrgUERFpQ+05FMiNoz3/HemdSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxEREWlTJSUlpKenc++99zJ27FiSk5Mxm81O2+bn5xMREYHVanWo++6775g0aRJvvfWW0761tbVkZWUxZcoURo0axSOPPMLvf/97GhsbnbYvLy8nIiKCffv2Gf3XrFnD1KlTiYyMZNy4caSlpVFQUODQt7GxkfXr1xMbG8uoUaOYPHkyq1evpra29sc+lpuGwqWIiIi0mcLCQpKSkrBYLDzwwAOkpKTQqVMn0tLS2LBhg0N7i8VCUFAQvXr1siuvra0lPT2diooKp+N8//33/Nu//Ru/+93vuOeee5g3bx533XUXb775JkuXLnXax2w206VLFwYNGkRTUxMZGRm888479O3bl3nz5hEXF0dRUREzZsxg7969dn2XLVvGypUr6d27N3PnzmXYsGG8++67PPfcczQ1NV3l07oxma73BEREROTWsXTpUi5evEhmZiYjRowA4NFHH2XBggWsWrWKyMhIgoKCjPZms5nIyEi7a5SUlPDCCy9QUlLS6jiffvopFouFX/3qVzzxxBMAPPzww/z7v/87ubm5PPTQQ4SFhdn1sVgshIeH06lTJ7Zt28ZXX31FQkICs2bNMto89NBDTJs2jddff52cnBwADh8+TG5uLg8//DDz58832vbs2ZPVq1ezY8cOxo8ff5VP7MajlUsRERFpE+Xl5RQVFREeHm4ESwA3NzcSEhKw2Wxs2bLFKK+srKS4uJiRI0caZevWrWP69OlUVlby2GOPtTrWJ598QqdOnYiNjbUrf/zxxwHsxgGw2Wzs37/fGKtlZXLq1Kl27Xr06ME999zD8ePHqaqqsrtWfHy8Xdu4uDg6d+7sMNbNTiuXIiIi7ciHH354vafQqsmTJ19T//LycgD69OnjUNeyWllUVGSUmc1mPD09GTx4sFF29OhRJk2axMyZMzlx4gTr1693OlZBQQEhISF4enralffq1Yt/+Id/4PDhw3bl+fn5XLx40Qi9s2fP5pFHHiEgIMDh2ufOnQOgQ4cOxlg+Pj52K64AHh4ehISEOIx1s1O4FBERaUdae4fwZtAS9GpqahzqWlYBKysrjTKLxcLQoUNxd3c3yhYtWmT8+8SJE07Hqa2t5cKFC3ah9HIBAQGUlpbalZnNZu666y569OgBgK+vL76+vg59Dx06REFBAX369MHHxwdo/m92++23tzpWYWEh1dXVeHt7O21zs9G2uIiIiLSJ4OBgfHx82LVrF9XV1XZ1O3bsAKCurg6AhoYG9u3b5/C+5eVBszUt1+7SpYvTeg8PDy5dumRXZrFYHMb6oYqKCl566SUAZsyYYTfeD1dILx8LcBjvZqZwKSIiIm3CZDKRmJjI2bNnSU1NJS8vD6vVSk5ODtnZ2Xh5eWEyNW+qHjx4kJqamr8Z+JxpOZ3d2intpqYmOnbsaPzbarVy4sSJK45VWlpKSkoKZ86cYfr06URFRTmMd6W5tGyh3wq0LS4iIiJtJj4+HpvNRnZ2NsnJyUDzIZklS5awYsUKY6vZYrEQHBxMYGDg3z1Gy4pla9+YrK2txcvLy/i3xWLB29ubgQMHOm1fWFjIs88+y9mzZ4mPjyc1NdVhvCuNBdwyW+KgcCkiItKuODtAcrNJSEggNjaW4uJi49BLY2MjZWVlxueBzGaz3Snxv4eXlxe+vr6tvr9aUVFhF1otFgsRERHGqunlPv/8c1588UXq6upITU1l+vTpDm169uxpHFZyNpavry+dO3e+qnu5ESlcioiItCPXeiK7vdu+fTvu7u5ERUXZrRTu2bMHm83GkCFDKCsr4/jx42RkZFz1OP3792f//v3U1tYa7z1C8xZ4VVUVEydOBJrf8Txw4IDTsXbu3MmCBQvo2LEjr776KuPGjXM6VlhYGEeOHMFqtdp97L22tpaSkhKGDx9+1fdxI7p1XgAQERGR627Tpk0sXryY8+fPG2XV1dVkZWXh7+/PhAkTMJvNeHl5MWjQoKse57777qOurs740HmL9957D4BJkyYBkJeXR11dnd13NwGOHTvGwoULMZlMZGZmthosW8a6/NotNmzYQH19PQ8++OBV38eNSCuXIiIi0maSkpKYM2cOycnJxMTE0NTURG5uLlarleXLl+Ph4WH8Uo6zbeofa8KECXz44YesXr2a0tJSQkND2bNnD59++imPPvood999N9C8/d63b1+6d+9u1//NN9+krq6OkSNHUlFRwdatWx3GGDNmDJ6engwcOJBJkyaRm5vLhQsXGD58OIWFhWzevJlRo0YxZsyYq76PG5HCpYiIiLSZiIgIMjMzWbt2LVlZWZhMJgYMGMDChQsJDQ01fiknLS3tmsZxc3Pj9ddf5+233+Z///d/+eSTT+jZsydpaWn84he/MNrt3r2b6Ohou74NDQ3k5eUBzeHTbDY7HWPz5s3GJ4ief/557rjjDj7++GO++OILAgICePLJJ3niiSdwc3O7pnu50bhVVVXdWr+mLiIich1VVlbi7+9/vachN7j2/Hekdy5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERKRNlZSUkJ6ezr333svYsWNJTk7GbDY7bZufn09ERARWq9Wh7rvvvmPSpEm89dZbVxxv2bJlTJ48+YptlixZwowZM+zGnTNnDuPGjWPkyJFMnTqVt956i/r6+lbvZ+LEiYwZM4ZZs2Zx6NChK453M1O4FBERkTZTWFhIUlISFouFBx54gJSUFDp16kRaWhobNmxwaG+xWAgKCqJXr1525bW1taSnp1NRUXHF8TZu3MimTZv+5rz27NlDZGQkAHl5ecyaNYvi4mIee+wx0tLSCAkJYe3atcybN4/vv//e6Hf8+HFmzJhBYWEhsbGxJCcnU15eTkpKCnl5eT/mkdx0TNd7AiIiInLrWLp0KRcvXiQzM5MRI0YA8Oijj7JgwQJWrVpFZGQkQUFBRnuz2WyEvhYlJSW88MILlJSUtDpObW0tb7755o8KlkePHqWystIY59VXX8XLy4t3332X7t27A/DII4+wYsUK/uu//oudO3cSHR0NwMqVK6mvr+e9994zAvB9991HfHw8S5cuZcOGDbi5uf0dT+jGp5VLERERaRPl5eUUFRURHh5uBEsANzc3EhISsNlsbNmyxSivrKykuLiYkSNHGmXr1q1j+vTpVFZW8thjjzkd59ixY0yZMoVNmzbx8MMPExAQcMV5WSwW/P396du3L+Xl5Zw8eZKoqCgjWLZ48MEHgeYtc4CzZ8+ye/duxowZY7ey6uvry+TJkzl+/DiHDx/+kU/n5qGVSxERkXYkJ+YP13sKrfrF5vhr6l9eXg5Anz59HOpaViuLioqMMrPZjKenJ4MHDzbKjh49yqRJk5g5cyYnTpxg/fr1DteyWq34+/uzaNEiwsPD/+b7lhaLxQi73bp1Y9OmTXTu3Nmh3dmzZwHo0KF5ba4lOIaFhTm07d+/v9HGWf3NTOFSRESkHSnLP3O9p/CT8fT0BKCmpsahrqqqCmherWxhsVgYOnQo7u7uRtmiRYuMf584ccLpOJGRkYwZM+ZHzenChQsUFBQYq6Amk8luW/5yf/hDc/AfMmQIgPG+5+233+7QtmW11NlBpJudtsVFRESkTQQHB+Pj48OuXbuorq62q9uxYwcAdXV1ADQ0NLBv3z6H9y0vD5qt+TFtWuzZswc3NzciIiKu2C47O5u9e/fSr18/Ro8eDWDcQ0tovpyHhwfQ/O7nrUbhUkRERNqEyWQiMTGRs2fPkpqaSl5eHlarlZycHLKzs/Hy8sJkat5UPXjwIDU1NQ7h0tUsFgv//M//jJeXV6ttsrOzycrKws/Pj3//9383tsWbmppa7dNS19L2VqJtcREREWkz8fHx2Gw2srOzSU5OBqBHjx4sWbKEFStW4OPjAzSHvuDgYAIDA3+yuTQ1NbFnzx7i452/S9rQ0MDy5cvJzc0lICCAVatW2R3c6dKlC+B8dbKlzNvb+yeYefumcCkiItKO3D74pwtT7UVCQgKxsbEUFxfj4eFBSEgIjY2NlJWVGYdfzGaz3Snxn0JRURHnzp1zujp68eJF5s+fz+7du+nduzcrV650eLeyZ8+eAE6/tdlS1qNHj59g5u2bwqWIiEg7cq0nstu77du34+7uTlRUFAMHDjTK9+zZg81mY8iQIZSVlXH8+HEyMjJ+0rlYLBZuv/12QkJC7MovXbrEnDlzOHToEEOHDmXZsmVOVyBDQ0Pp0KEDBQUFPPLII3Z1LSfJL7/HW8Wt9yKAiIiIXDebNm1i8eLFnD9/3iirrq4mKysLf39/JkyYgNlsxsvLi0GDBv2kc7n8E0SX+/Wvf82hQ4cYNWoUmZmZrW5td+vWjfDwcHbu3Gl3KryqqooPP/yQPn36cPfdd/9k82+vtHIpIiIibSYpKYk5c+aQnJxMTEwMTU1N5ObmYrVaWb58OR4eHlgsFsLDw43DPT+FqqoqCgsLSUhIsCv/+uuv+d///V86derEiBEjjFPsl+vVq5exIjl37lySkpJ4+umnmTZtGu7u7vz3f/83Fy5c4NVXX/3J5t+eKVyKiIhIm4mIiCAzM5O1a9eSlZWFyWRiwIABLFy4kNDQUGw2G/v37yctLe0nnceePXvo2LEj4eHhduV79+4FwGazsWzZMqd9H3zwQSNchoSE8NZbb7F69Wp+97vf4ebmxs9+9jMWLlzIgAEDftJ7aK/cqqqqWj9HLyIiIi5VWVmJv7//9Z6G3ODa89+R3rkUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQREZE2VVJSQnp6Ovfeey9jx44lOTkZs9nstG1+fj4RERFYrVaHuu+++45Jkybx1ltvOe175swZFi1axAMPPMCIESN44IEHWLJkCZWVlU7bl5eXExERwb59+wCora1lzZo1TJ06lcjISMaNG0daWhoFBQUOfRsbG1m/fj2xsbGMGjWKyZMns3r1ampra3/sY7lpKFyKiIhImyksLCQpKQmLxcIDDzxASkoKnTp1Ii0tjQ0bNji0t1gsBAUF0atXL7vy2tpa0tPTqaiocDrOX/7yF5KSktixYwfR0dFkZGQwduxY/ud//ofExET+/Oc/O/Qxm8106dKFQYMG0dTUREZGBu+88w59+/Zl3rx5xMXFUVRUxIwZM9i7d69d32XLlrFy5Up69+7N3LlzGTZsGO+++y7PPfccTU1N1/DEbjym6z0BERERuXUsXbqUixcvkpmZyYgRIwB49NFHWbBgAatWrSIyMpKgoCCjvdlsJjIy0u4aJSUlvPDCC5SUlLQ6zm9/+1v+/Oc/240DMGzYMNLT0/nd737Hc889Z9fHYrEQHh5Op06d2LZtG1999RUJCQnMmjXLaPPQQw8xbdo0Xn/9dXJycgA4fPgwubm5PPzww8yfP99o27NnT1avXs2OHTsYP378VTytG5NWLkVERKRNlJeXU1RURHh4uF3gc3NzIyEhAZvNxpYtW4zyyspKiouLGTlypFG2bt06pk+fTmVlJY899lirY3311Vf06tXLbhyA0aNH4+3tTV5enl25zWZj//79xlgtK5NTp061a9ejRw/uuecejh8/TlVVFYAx5/j4eLu2cXFxdO7c2e6ebgVauRQREWlHxm9xvs3bHmyfFHBN/cvLywHo06ePQ13LamVRUZFRZjab8fT0ZPDgwUbZ0aNHmTRpEjNnzuTEiROsX7/e6VhZWVlcvHjRofzSpUtcunSJDh3s19fy8/O5ePGiEUZnz57NI488QkCA4z2fO3cOwLhGQUEBPj4+diuuAB4eHoSEhHD48GGnc7xZKVyKiIi0I/sqbdd7Cj8ZT09PAGpqahzqWlYBLz9sY7FYGDp0KO7u7kbZokWLjH+fOHGi1bF69OjhtPy//uu/aGxsZOjQoXblZrOZu+66y+jn6+uLr6+vQ/9Dhw5RUFBAnz598PHxAaCiooLbb7/d6XgBAQEUFhZSXV2Nt7d3q/O9mWhbXERERNpEcHAwPj4+7Nq1i+rqaru6HTt2AFBXVwdAQ0MD+/btc3jf8vKg+ffat28f2dnZeHl5OWxhWywWh7F+qKKigpdeegmAGTNmGOXV1dVGcP4hDw8PoHnF9FahcCkiIiJtwmQykZiYyNmzZ0lNTSUvLw+r1UpOTo4R+kym5k3VgwcPUlNT8zcD34+1Z88enn32Wb7//nsWLVpkt7JptVo5ceLEFccqLS0lJSWFM2fOMH36dKKiooy6K50Gb6n74Tb8zUzb4iIiItJm4uPjsdlsZGdnk5ycDDRvYS9ZsoQVK1YYW80Wi4Xg4GACAwOvecyPPvqI1157DTc3N1555RVGjx5tV2+xWPD29mbgwIFO+xcWFvLss89y9uxZ4uPjSU1Ntavv0qVLq9+zbCm/VbbEQeFSRESkXQn373S9p/CTS0hIIDY2luLiYuPQS2NjI2VlZYSFhQHN70Befkr8aq1Zs4Z33nkHb29vli5dSnh4uEMbi8VCRESEsWp6uc8//5wXX3yRuro6UlNTmT59ukObnj17GoeVfqiiogJfX186d+58zfdyo1C4FBERaUeu9UR2e7d9+3bc3d2JioqyWyncs2cPNpuNIUOGUFZWxvHjx8nIyLimsd544w02bNjA7bffzooVKwgJCXFoU1dXx4EDB5yOtXPnThYsWEDHjh159dVXGTdunNNxwsLCOHLkCFar1e5j77W1tZSUlDB8+PBruo8bza3zAoCIiIhcd5s2bWLx4sWcP3/eKKuuriYrKwt/f38mTJiA2WzGy8uLQYMGXfU4ubm5bNiwgTvuuIO1a9c6DZYAeXl51NXVOXwP89ixYyxcuBCTyURmZmarwRLgvvvuA+C9996zK9+wYQP19fU8+OCDV30fNyKtXIqIiEibSUpKYs6cOSQnJxMTE0NTUxO5ublYrVaWL1+Oh4eH8Us5zrapf4xLly7xm9/8BoAxY8Zw4MABhzaenp6MGTMGs9lM37596d69u139m2++SV1dHSNHjqSiooKtW7c6XGPMmDF4enoycOBAJk2aRG5uLhcuXGD48OEUFhayefNmRo0axZgxY67qPm5UCpciIiLSZiIiIsjMzGTt2rVkZWVhMpkYMGAACxcuJDQ01PilnLS0tKseo6ioiAsXLgDw+9//3mmbwMBAxowZw+7du4mOjrara2hoMH7Bx2w2YzabnV5j8+bNxieInn/+ee644w4+/vhjvvjiCwICAnjyySd54okncHNzu+p7uRG5VVVV3Vq/pi4iInIdVVZW4u/vf72nITe49vx3pHcuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRUREpE2VlJSQnp7Ovffey9ixY0lOTsZsNjttm5+fT0REBFar1aHuu+++Y9KkSbz11ltO+547d47XXnuNyZMnM2rUKB577DE++OADmpqanLYvLy8nIiKCffv2AVBbW8uaNWuYOnUqkZGRjBs3jrS0NAoKChz6NjY2sn79emJjYxk1ahSTJ09m9erV1NbW/tjHctNQuBQREZE2U1hYSFJSEhaLhQceeICUlBQ6depEWloaGzZscGhvsVgICgqiV69eduW1tbWkp6dTUVHhdJzq6mpmzpzJJ598wr333svcuXPp2bMnS5cuZfny5U77mM1munTpwqBBg2hqaiIjI4N33nmHvn37Mm/ePOLi4igqKmLGjBns3bvXru+yZctYuXIlvXv3Zu7cuQwbNox3332X5557rtUwe7MyXe8JiIiIyK1j6dKlXLx4kczMTEaMGAHAo48+yoIFC1i1ahWRkZEEBQUZ7c1mM5GRkXbXKCkp4YUXXqCkpKTVcdavX8+JEyf49a9/zfjx4wGYOnUqzz77LB988AFxcXF240BzkA0PD6dTp05s27aNr776ioSEBGbNmmW0eeihh5g2bRqvv/46OTk5ABw+fJjc3Fwefvhh5s+fb7Tt2bMnq1evZseOHcYcbgVauRQREZE2UV5eTlFREeHh4UawBHBzcyMhIQGbzcaWLVuM8srKSoqLixk5cqRRtm7dOqZPn05lZSWPPfZYq2PV19cTGhrKuHHj7MqHDRtGU1MTR48etSu32Wzs37/fGKtlZXLq1Kl27Xr06ME999zD8ePHqaqqAjDmHB8fb9c2Li6Ozp07293TrUArlyIiIu2I5+JZf7vRdXLppdXX1L+8vByAPn36ONS1rCIWFRUZZWazGU9PTwYPHmyUHT16lEmTJjFz5kxOnDjB+vXrnY71zDPPOC1vCZU9e/a0K8/Pz+fixYtG6J09ezaPPPIIAQEBDtc4d+4cAB06NK/RFRQU4OPj47AS6uHhQUhICIcPH3Y6l5uVwqWIiEg70rGk8HpP4Sfj6ekJQE1NjUNdyypgZWWlUWaxWBg6dCju7u5G2aJFi4x/nzhx4keNe+nSJaxWK3/605/4+OOPiYqKon///nZtzGYzd911Fz169ADA19cXX19fh2sdOnSIgoIC+vTpg4+PDwAVFRXcfvvtTscOCAigsLCQ6upqvL29f9R8b3TaFhcREZE2ERwcjI+PD7t27aK6utqubseOHQDU1dUB0NDQwL59+xzet7w8aP5Yv/3tb3nsscf4/e9/zz/+4z8yd+5chzYWi8VhrB+qqKjgpZdeAmDGjBlGeXV1tRGcf8jDwwNoDri3CoVLERERaRMmk4nExETOnj1LamoqeXl5WK1WcnJyyM7OxsvLC5OpeVP14MGD1NTU/M3A92P8/Oc/5z/+4z/41a9+xfnz55k+fTqFhX9dIbZarZw4ceKKY5WWlpKSksKZM2eYPn06UVFRRt2VToO31LVsod8KtC0uIiIibSY+Ph6bzUZ2djbJyclA8yGZJUuWsGLFCmOr2WKxEBwcTGBg4DWPGR4eDsDo0aMZPnw4CQkJrFq1ijVr1hhjeXt7M3DgQKf9CwsLefbZZzl79izx8fGkpqba1Xfp0qXV71m2lN8qW+KgcCkiItKuNIaEXu8p/OQSEhKIjY2luLjYOPTS2NhIWVkZYWFhQPM7kJefEneVu+++m+DgYLuDQxaLhYiICGPV9HKff/45L774InV1daSmpjJ9+nSHNj179jQOK/1QRUUFvr6+dO7c2XU30c4pXIqIiLQj13oiu73bvn077u7uREVF2a0U7tmzB5vNxpAhQygrK+P48eNkZGRc1RhNTU388pe/xN3dnd/97ncO9TU1NUbYq6ur48CBA07H2rlzJwsWLKBjx468+uqrDp81ahEWFsaRI0ewWq12H3uvra2lpKSE4cOHX9V93KhunRcARERE5LrbtGkTixcv5vz580ZZdXU1WVlZ+Pv7M2HCBMxmM15eXgwaNOiqxnBzc8Pf35+CggL27NljV/c///M/nDlzhjFjxgCQl5dHXV2d3Xc3AY4dO8bChQsxmUxkZma2GiwB7rvvPgDee+89u/INGzZQX1/Pgw8+eFX3caPSyqWIiIi0maSkJObMmUNycjIxMTE0NTWRm5uL1Wpl+fLleHh4GL+U42yb+seaO3cu/9//9//xr//6r0ydOpU77riDw4cP88knn3DnnXeSkpICNG+/9+3bl+7du9v1f/PNN6mrq2PkyJFUVFSwdetWhzHGjBmDp6cnAwcOZNKkSeTm5nLhwgWGDx9OYWEhmzdvZtSoUUaQvVUoXIqIiEibiYiIIDMzk7Vr15KVlYXJZGLAgAEsXLiQ0NBQ45dy0tLSrmmcO++8k3fffZff/va3bNmyhe+++44ePXrw2GOP8eSTTxoHbHbv3k10dLRd34aGBvLy8oDm8Gk2m52OsXnzZuMTRM8//zx33HEHH3/8MV988QUBAQE8+eSTPPHEE7i5uV3Tvdxo3Kqqqm6tX1MXERG5jiorK/H397/e05AbXHv+O9I7lyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIi0qZKSkpIT0/n3nvvZezYsSQnJ2M2m522zc/PJyIiAqvV6lD33XffMWnSJN56660fNe4LL7xAREQEpaWlTuvLy8uJiIhg3759ANTW1rJmzRqmTp1KZGQk48aNIy0tjYKCAoe+jY2NrF+/ntjYWEaNGsXkyZNZvXo1tbW1P2puNxOFSxEREWkzhYWFJCUlYbFYeOCBB0hJSaFTp06kpaWxYcMGh/YWi4WgoCB69eplV15bW0t6ejoVFRU/atw//elP/O///u8V25jNZrp06cKgQYNoamoiIyODd955h759+zJv3jzi4uIoKipixowZ7N27167vsmXLWLlyJb1792bu3LkMGzaMd999l+eee46mpqYfNcebhel6T0BERERuHUuXLuXixYtkZmYyYsQIAB599FEWLFjAqlWriIyMJCgoyGhvNpuJjIy0u0ZJSQkvvPACJSUlP2rM0tJSli9fjru7O/X19a22s1gshIeH06lTJ7Zt28ZXX31FQkICs2bNMto89NBDTJs2jddff52cnBwADh8+TG5uLg8//DDz58832vbs2ZPVq1ezY8cOxo8f/6PmejPQyqWIiIi0ifLycoqKiggPDzeCJYCbmxsJCQnYbDa2bNlilFdWVlJcXMzIkSONsnXr1jF9+nQqKyt57LHH/uaYjY2NLFy4kDvuuIOxY8e22s5ms7F//35jrJaVyalTp9q169GjB/fccw/Hjx+nqqoKwJhzfHy8Xdu4uDg6d+5sd0+3Aq1cioiItCOX9s+93lNolefQldfUv7y8HIA+ffo41LWsVhYVFRllZrMZT09PBg8ebJQdPXqUSZMmMXPmTE6cOMH69euvOOa6des4cuQI7777Lu+//36r7fLz87l48aIRemfPns0jjzxCQECAQ9tz584B0KFD8xpdQUEBPj4+diuuAB4eHoSEhHD48OErzvFmo3ApIiLSjnx/4cj1nsJPxtPTE4CamhqHupZVwMrKSqPMYrEwdOhQ3N3djbJFixYZ/z5x4sQVxysoKGDt2rXMnTuX3r17X7Gt2WzmrrvuokePHgD4+vri6+vr0O7QoUMUFBTQp08ffHx8AKioqOD22293et2AgAAKCwuprq7G29v7inO4WWhbXERERNpEcHAwPj4+7Nq1i+rqaru6HTt2AFBXVwdAQ0MD+/btc3jf8vKgeSUXL15k4cKFDBkyhNjY2L/Z3mKxOIz1QxUVFbz00ksAzJgxwyivrq42gvMPeXh4AHDp0qUfNe+bgcKliIiItAmTyURiYiJnz54lNTWVvLw8rFYrOTk5ZGdn4+XlhcnUvKl68OBBampq/mbga83rr7/O+fPneemll3Bzc7tiW6vVyokTJ644VmlpKSkpKZw5c4bp06cTFRVl1F3pNHhLXcsW+q1A2+IiIiLSZuLj47HZbGRnZ5OcnAw0H5JZsmQJK1asMLaaLRYLwcHBBAYG/t1j/L//9//4+OOPee6553B3dze23G02G9D8fcyqqipj29tiseDt7c3AgQOdXq+wsJBnn32Ws2fPEh8fT2pqql19ly5dWv2eZUv5rbIlDgqXIiIi7UoHn37Xewo/uYSEBGJjYykuLjYOvTQ2NlJWVkZYWBjQ/A7k5afE/x5ffPEF0PztyWXLljnU//KXvwT+eiLcYrEQERFhrJpe7vPPP+fFF1+krq6O1NRUpk+f7tCmZ8+exmGlH6qoqMDX15fOnTtf1b3ciBQuRURE2pFrPZHd3m3fvh13d3eioqLsVgr37NmDzWZjyJAhlJWVcfz4cTIyMq5qjF/+8pfcf//9DuXvv/8+X331FYsXL8bPzw9ofsfzwIEDTsfauXMnCxYsoGPHjrz66quMGzfO6XhhYWEcOXIEq9Vq97H32tpaSkpKGD58+FXdx41K4VJERETazKZNmyguLuaPf/wjXbt2BZoPxGRlZeHv78+ECRP45JNP8PLyYtCgQVc1Ru/evZ2eDt+6dSsAAwcOpGfPngDk5eVRV1dn991NgGPHjrFw4UJMJhMrV65kyJAhrY533333sWnTJt577z27j6hv2LCB+vp6Hnzwwau6jxuVwqWIiIi0maSkJObMmUNycjIxMTE0NTWRm5uL1Wpl+fLleHh4GL+U42yb2tXMZjN9+/ale/fuduVvvvkmdXV1jBw5koqKCiOYXm7MmDF4enoycOBAJk2aRG5uLhcuXGD48OEUFhayefNmRo0axZgxY37y+2hPFC5FRESkzURERJCZmcnatWvJysrCZDIxYMAAFi5cSGhoqPFLOWlpaW0yn927dxMdHW1X1tDQQF5eHtAcPs1ms9O+mzdvNj5B9Pzzz3PHHXfw8ccf88UXXxAQEMCTTz7JE0888TdPq99s3Kqqqm6tX1MXERG5jiorK/H397/e05AbXHv+O7p1ProkIiIiIj85hUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERFpUyUlJaSnp3PvvfcyduxYkpOTMZvNTtvm5+cTERGB1Wp1qPvuu++YNGkSb731ltO+2dnZREREOP2fsz7l5eVERESwb98+AGpra1mzZg1Tp04lMjKScePGkZaWRkFBgUPfxsZG1q9fT2xsLKNGjWLy5MmsXr2a2trav+fR3BRM13sCIiIicusoLCxk1qxZ1NfXM2XKFIKCgvjyyy9JS0tj3rx5xMXF2bW3WCwEBQXRq1cvu/La2lrS09OpqKhodazi4mI8PT35t3/7N4e6u+66y6HMbDbTpUsXBg0aRFNTExkZGXz11VeMGzeOadOm8Ze//IUPPviAGTNmsHLlSiIiIoy+y5YtIzc3l3vvvZdf/OIXHD16lHfffZcjR46QmZmJm5vb3/uoblgKlyIiItJmli5dysWLF8nMzGTEiBEAPProoyxYsIBVq1YRGRlJUFCQ0d5sNhMZGWl3jZKSEl544QVKSkquONaxY8fo3bs3999//4+am8ViITw8nE6dOrFt2za++uorEhISmDVrltHmoYceYtq0abz++uvk5OQAcPjwYXJzc3n44YeZP3++0bZnz56sXr2aHTt2MH78+B81h5uBtsVFRESkTZSXl1NUVER4eLgRLAHc3NxISEjAZrOxZcsWo7yyspLi4mJGjhxplK1bt47p06dTWVnJY4891upYtbW1nD59mt69e/+oudlsNvbv32+MtXfvXgCmTp1q165Hjx7cc889HD9+nKqqKgBjzvHx8XZt4+Li6Ny5s9093Qq0cikiItKOvPXJ4us9hVbNePCla+pfXl4OQJ8+fRzqWlYri4qKjDKz2YynpyeDBw82yo4ePcqkSZOYOXMmJ06cYP369U7HKikp4fvvvyckJASAuro6OnbsiMnkPPrk5+dz8eJFI/TOnj2bRx55hICAAIe2586dA6BDh+Y1uoKCAnx8fOxWXAE8PDwICQnh8OHDTse8WSlcioiItCOnKq+81Xsj8/T0BKCmpsahrmUVsLKy0iizWCwMHToUd3d3o2zRokXGv0+cONHqWMeOHQOaw2hsbCwnTpygQ4cODBo0iLlz53L33XfbtTebzdx111306NEDAF9fX3x9fR2ue+jQIQoKCujTpw8+Pj4AVFRUcPvttzudR0BAAIWFhVRXV+Pt7d3qfG8m2hYXERGRNhEcHIyPjw+7du2iurrarm7Hjh1A8wojQENDA/v27XN43/LyoHklLeHy4MGDTJ06leXLl5OUlMSRI0d4+umnKSwstGtvsVgcxvqhiooKXnqpefV2xowZRnl1dbURnH/Iw8MDgEuXLv2oed8MFC5FRESkTZhMJhITEzl79iypqank5eVhtVrJyckhOzsbLy8vY9v64MGD1NTU/M3A15rhw4eTkJDAu+++yy9+8QtGjx7NU089xW9+8xtsNhtvvPGG0dZqtXLixIkrjlVaWkpKSgpnzpxh+vTpREVFGXVNTU2t9mupa9lCvxVoW1xERETaTHx8PDabjezsbJKTk4HmQzJLlixhxYoVxlazxWIhODiYwMDAqxpn1KhRjBo1yqE8NDSUAQMGcOjQIWpqavDy8sJiseDt7c3AgQOdXquwsJBnn32Ws2fPEh8fT2pqql19ly5dWv2eZUv5rbIlDgqXIiIi7co/+odc7yn85BISEoiNjaW4uNg49NLY2EhZWRlhYWFA8zuQl58SdyU/Pz+ampq4dOmSES4jIiKcHvb5/PPPefHFF6mrqyM1NZXp06c7tOnZs6dxWOmHKioq8PX1pXPnzi6/j/ZK4VJERKQdudYT2e3d9u3bcXd3Jyoqym6lcM+ePdhsNoYMGUJZWRnHjx8nIyPjqsZoamoiMTERaP500Q8dP34cLy8v/uEf/oG6ujoOHDjgdKydO3eyYMECOnbsyKuvvsq4ceOcjhcWFsaRI0ewWq12H3uvra2lpKSE4cOHX9V93KhunRcARERE5LrbtGkTixcv5vz580ZZdXU1WVlZ+Pv7M2HCBMxmM15eXgwaNOiqxnBzc6Nr164UFhby+eef29V98sknHD9+nPvvv5+OHTuSl5dHXV2d3Xc3oflA0MKFCzGZTGRmZrYaLAHuu+8+AN577z278g0bNlBfX8+DDz54Vfdxo9LKpYiIiLSZpKQk5syZQ3JyMjExMTQ1NZGbm4vVamX58uV4eHgYv5TT2jcpf4w5c+ZQUFDACy+8wMMPP8w//dM/cfjwYT755BN69+5NSkoK0Lz93rdvX7p3727X/80336Suro6RI0dSUVHB1q1bHcYYM2YMnp6eDBw4kEmTJpGbm8uFCxcYPnw4hYWFbN68mVGjRjFmzJirvo8bkcKliIiItJmIiAgyMzNZu3YtWVlZmEwmBgwYwMKFCwkNDTV+KSctLe2axunduzfvvvsuWVlZbNu2je+++w5/f38ee+wxEhMTue222wDYvXs30dHRdn0bGhrIy8sDmsOn2Wx2OsbmzZuNTxA9//zz3HHHHXz88cd88cUXBAQE8OSTT/LEE0/cUr8rDuBWVVXV+vl5ERERcanKykr8/f2v9zTkBtee/470zqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiLSpkpIS0tPTuffeexk7dizJycmYzWanbfPz84mIiMBqtTrUfffdd0yaNIm33nqr1bH+53/+hyeffJLRo0dz33338dxzz3HixAmnbcvLy4mIiGDfvn0A1NbWsmbNGqZOnUpkZCTjxo0jLS2NgoICh76NjY2sX7+e2NhYRo0axeTJk1m9ejW1tbU/5pHcVBQuRUREpM0UFhaSlJSExWLhgQceICUlhU6dOpGWlsaGDRsc2lssFoKCgujVq5ddeW1tLenp6VRUVLQ6VlZWFi+99BKdOnUiNTWVmJgY9u3bR1JSEqWlpQ7tzWYzXbp0YdCgQTQ1NZGRkcE777xD3759mTdvHnFxcRQVFTFjxgz27t1r13fZsmWsXLmS3r17M3fuXIYNG8a7777Lc889R1NT01U+rRuT6XpPQERERG4dS5cu5eLFi2RmZjJixAgAHn30URYsWMCqVauIjIwkKCjIaG82m4mMjLS7RklJCS+88AIlJSWtjnPkyBHeeecdRo0axbJly+jYsSMAERERJCcn8+677zJ//ny7PhaLhfDwcDp16sS2bdv46quvSEhIYNasWUabhx56iGnTpvH666+Tk5MDwOHDh8nNzeXhhx+2u2bPnj1ZvXo1O3bsYPz48Vf5xG48WrkUERGRNlFeXk5RURHh4eFGsARwc3MjISEBm83Gli1bjPLKykqKi4sZOXKkUbZu3TqmT59OZWUljz32WKtj5ebm8v333/Pss88awRLgnnvuYcaMGfTv39+uvc1mY//+/cZYLSuTU6dOtWvXo0cP7rnnHo4fP05VVRWAMef4+Hi7tnFxcXTu3Nnunm4FWrkUERFpRz788MPrPYVWTZ48+Zr6l5eXA9CnTx+HupbVyqKiIqPMbDbj6enJ4MGDjbKjR48yadIkZs6cyYkTJ1i/fr3Tsfbv309ISAg9e/YEmsPj999/T+fOnXnqqacc2ufn53Px4kUj9M6ePZtHHnmEgIAAh7bnzp0DoEOH5jW6goICfHx87FZcATw8PAgJCeHw4cOtPJGbk8KliIhIO3KldwhvdJ6engDU1NQ41LWsAlZWVhplFouFoUOH4u7ubpQtWrTI+HdrB3NsNhtWq5WRI0eSl5fHf/7nfxoBLywsjLlz5zJgwAC7PmazmbvuuosePXoA4Ovri6+vr8O1Dx06REFBAX369MHHxwdo/m92++23O51LQEAAhYWFVFdX4+3t7bTNzUbb4iIiItImgoOD8fHxYdeuXVRXV9vV7dixA4C6ujoAGhoa2Ldvn8P7lpcHzdZUV1fz/fff8+2335KamsrPfvYzXnvtNWbPns2JEydISUlxWE20WCwOY/1QRUUFL730EgAzZsywG68lOP+Qh4cHAJcuXfqb875ZKFyKiIhImzCZTCQmJnL27FlSU1PJy8vDarWSk5NDdnY2Xl5emEzNm6oHDx6kpqbmbwY+Z+rr6wE4deoUKSkpZGRkMHbsWKZPn85vfvMbGhsbWblypdHearVy4sSJK45VWlpKSkoKZ86cYfr06URFRRl1VzoN3lLXsoV+K9C2uIiIiLSZ+Ph4bDYb2dnZJCcnA82HZJYsWcKKFSuMrWaLxUJwcDCBgYF/9xgtq4gdO3bkkUcesau7++67GTBgAIcOHeLSpUt4enpisVjw9vZm4MCBTq9XWFjIs88+y9mzZ4mPjyc1NdWuvkuXLq1+z7Kl/FbZEgeFSxERkXbF2QGSm01CQgKxsbEUFxcbh14aGxspKysjLCwMaH4H8vJT4n+P2267zVgF7dy5s0N9t27daGpqoqamxgiXERERxqrp5T7//HNefPFF6urqSE1NZfr06Q5tevbsaRxW+qGKigp8fX2dzuNmpXApIiLSjlzriez2bvv27bi7uxMVFWW3Urhnzx5sNhtDhgyhrKyM48ePk5GRcVVjuLm5ERoayv79+6moqHAI7KdPn8bT0xM/Pz/q6uo4cOCA07F27tzJggUL6NixI6+++irjxo1zOl5YWBhHjhzBarXafey9traWkpIShg8fflX3caO6dV4AEBERketu06ZNLF68mPPnzxtl1dXVZGVl4e/vz4QJEzCbzXh5eTFo0KCrHudf/uVfaGpqIisry6589+7dHD16lHHjxtGhQwfy8vKoq6uz++4mwLFjx1i4cCEmk4nMzMxWgyXAfffdB8B7771nV75hwwbq6+t58MEHr/o+bkRauRQREZE2k5SUxJw5c0hOTiYmJoampiZyc3OxWq0sX74cDw8P45dynG1T/1j33Xcfn332GR9//DFnz55l9OjRnD59mv/+7//G39/f+NUds9lM37596d69u13/N998k7q6OkaOHElFRQVbt251GGPMmDF4enoycOBAJk2aRG5uLhcuXGD48OEUFhayefNmRo0axZgxY676Pm5ECpciIiLSZiIiIsjMzGTt2rVkZWVhMpkYMGAACxcuJDQ01PilnLS0tGse69e//jUbN27kww8/5I033sDb25vx48eTkpJihMndu3cTHR1t16+hoYG8vDygOXyazWan19+8ebNxeOj555/njjvu4OOPP+aLL74gICCAJ598kieeeAI3N7drvpcbiVtVVdWt9WvqIiIi11FlZSX+/v7Xexpyg2vPf0d651JEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFzGdL0nICIiIreWkpIS1qxZQ15eHk1NTdx999388pe/ZOTIkQ5t8/PzmTlzJrm5ufTq1cuu7rvvvmPatGk89NBDzJgxw64uIiLib85j7969dv8uLy/nX/7lX/jNb35DeHg4tbW1vPPOO+zYsYMzZ87g6enJwIEDSUpKIiwszK5vY2MjOTk5bN68mTNnzuDn58fEiRN58skn8fDw+LGP5qagcCkiIiJtprCwkFmzZlFfX8+UKVMICgriyy+/JC0tjXnz5hEXF2fX3mKxEBQU5BAsa2trSU9Pp6Kiwuk4ixYtclq+Z88etm7dytixYx3qzGYzXbp0YdCgQTQ1NZGRkcFXX33FuHHjmDZtGn/5y1/44IMPmDFjBitXrrQLsMuWLSM3N5d7772XX/ziFxw9epR3332XI0eOkJmZiZub29/7qG5YCpciIiLSZpYuXcrFixfJzMxkxIgRADz66KMsWLCAVatWERkZSVBQkNHebDYTGRlpd42SkhJeeOEFSkpKWh3n/vvvdygrLy/njTfeICgoiJdeesmh3mKxEB4eTqdOndi2bRtfffUVCQkJzJo1y2jz0EMPMW3aNF5//XVycnIAOHz4MLm5uTz88MPMnz/faNuzZ09Wr17Njh07GD9+/I98Qjc+vXMpIiIibaK8vJyioiLCw8ONYAng5uZGQkICNpuNLVu2GOWVlZUUFxfbbZevW7eO6dOnU1lZyWOPPfZ3jb9s2TLOnz/P888/j5eXl12dzWZj//79xlgtW+ZTp061a9ejRw/uuecejh8/TlVVFYAx5/j4eLu2cXFxdO7c2e6ebgVauRQREWlHcmL+cL2n0KpfbI7/242uoLy8HIA+ffo41LWsVhYVFRllZrMZT09PBg8ebJQdPXqUSZMmMXPmTE6cOMH69et/1Nh79+7lyy+/5P777+eee+5xqM/Pz+fixYtG6J09ezaPPPIIAQEBDm3PnTsHQIcOzWt0BQUF+Pj42K24Anh4eBASEsLhw4d/1BxvFgqXIiIi7UhZ/pnrPYWfjKenJwA1NTUOdS2rgJWVlUaZxWJh6NChuLu7G2WLFi0y/n3ixIkfPfbq1asxmUykpKQ4rTebzdx111306NEDAF9fX3x9fR3aHTp0iIKCAvr06YOPjw8AFRUV3H777U6vGxAQQGFhIdXV1Xh7e//o+d7ItC0uIiIibSI4OBgfHx927dpFdXW1Xd2OHTsAqKurA6ChoYF9+/Y5vG95edD8sQ4dOkRhYSH3339/qyHQYrE4jPVDFRUVxrual59Or66uNoLzD7WcFL906dLfPe8blcKliIiItAmTyURiYiJnz54lNTWVvLw8rFYrOTk5ZGdn4+XlhcnUvKl68OBBampq/mbg+zH++7//G4Dp06c7rbdarZw4ceKKY5WWlpKSksKZM2eYPn06UVFRRl1TU1Or/VrqWrbQbwXaFhcREZE2Ex8fj81mIzs7m+TkZKD5kMySJUtYsWKFsdVssVgIDg4mMDDwmsaz2WyYzWZ+9rOfERwc7LSNxWLB29ubgQMHOq0vLCzk2Wef5ezZs8THx5OammpX36VLF2pra532bSm/VbbEQeFSRESkXbl98LWFqRtBQkICsbGxFBcXG4deGhsbKSsrMz5ObjabnX5U/e+1f/9+ampqmDBhQqttLBYLERERxqrp5T7//HNefPFF6urqSE1Ndbr62bNnT+Ow0g9VVFTg6+tL586dr/4mbjAKlyIiIu3ItZ7Ibu+2b9+Ou7s7UVFRdiuFe/bswWazMWTIEMrKyjh+/DgZGRnXPF5+fj4Aw4cPd1pfV1fHgQMHnI61c+dOFixYQMeOHXn11VcZN26c02uEhYVx5MgRrFar3cfea2trKSkpaXXsm9Wt8wKAiIiIXHebNm1i8eLFnD9/3iirrq4mKysLf39/JkyYgNlsxsvLi0GDBl3zeEVFRXh6era6JZ6Xl0ddXZ3ddzcBjh07xsKFCzGZTGRmZrYaLAHuu+8+AN577z278g0bNlBfX8+DDz54jXdxY9HKpYiIiLSZpKQk5syZQ3JyMjExMTQ1NZGbm4vVamX58uV4eHgYv5TjbJv673XixAl69OjR6oEas9lM37596d69u135m2++SV1dHSNHjqSiooKtW7c69B0zZozxe+OTJk0iNzeXCxcuMHz4cAoLC9m8eTOjRo1izJgx13wfNxKFSxEREWkzERERZGZmsnbtWrKysjCZTAwYMICFCxcSGhpq/FJOWlqaS8b7y1/+4vSj7S12795NdHS0XVlDQwN5eXlAc/g0m81O+27evNn4BNHzzz/PHXfcwccff8wXX3xBQEAATz75JE888cQt9bviAG5VVVWtn58XERERl6qsrMTf3/96T0NucO3570jvXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiISJsqKSkhPT2de++9l7Fjx5KcnIzZbHbaNj8/n4iICKxWq0Pdd999x6RJk3jrrbec9v3zn//MkiVLuP/++4mMjCQmJobf/va31NfXO21fXl5OREQE+/btA6C2tpY1a9YwdepUIiMjGTduHGlpaRQUFDj0bWxsZP369cTGxjJq1CgmT57M6tWrqa2t/bGP5aahcCkiIiJtprCwkKSkJCwWCw888AApKSl06tSJtLQ0NmzY4NDeYrEQFBREr1697Mpra2tJT0+noqLC6TjV1dU89dRT/OlPf2L06NE8++yz/OxnP+N3v/sdGRkZTvuYzWa6dOnCoEGDaGpqIiMjg3feeYe+ffsyb9484uLiKCoqYsaMGezdu9eu77Jly1i5ciW9e/dm7ty5DBs2jHfffZfnnnuOpqamq3xaNybT9Z6AiIiI3DqWLl3KxYsXyczMZMSIEQA8+uijLFiwgFWrVhEZGUlQUJDR3mw2ExkZaXeNkpISXnjhBUpKSlod58MPP6S0tJRf/epXPPHEEwBMnTqVJUuW8PHHH7N7925j/BYWi4Xw8HA6derEtm3b+Oqrr0hISGDWrFlGm4ceeohp06bx+uuvk5OTA8Dhw4fJzc3l4YcfZv78+Ubbnj17snr1anbs2MH48eOv8ondeLRyKSIiIm2ivLycoqIiwsPD7YKdm5sbCQkJ2Gw2tmzZYpRXVlZSXFzMyJEjjbJ169Yxffp0Kisreeyxx1od6+TJkwD8/Oc/tysfM2YMAP/3f/9nV26z2di/f78xVsvK5NSpU+3a9ejRg3vuuYfjx49TVVUFYMw5Pj7erm1cXBydO3e2u6dbgVYuRURE2pHxW5xv87YH2ycFXFP/8vJyAPr06eNQ17JaWVRUZJSZzWY8PT0ZPHiwUXb06FEmTZrEzJkzOXHiBOvXr3c61p133gnAN998Q0hIiFF+4sQJAPz9/e3a5+fnc/HiRSP0zp49m0ceeYSAAMd7PnfuHAAdOjSv0RUUFODj42O34grg4eFBSEgIhw8fdjrHm5XCpYiISDuyr9J2vafwk/H09ASgpqbGoa5lFbCystIos1gsDB06FHd3d6Ns0aJFxr9bgqIzMTEx7Ny5k5UrV9K5c2f69OnDoUOHyM7OJiQkhHvvvdeuvdls5q677qJHjx4A+Pr64uvr63DdQ4cOUVBQQJ8+ffDx8QGgoqKC22+/3ek8AgICKCwspLq6Gm9v71bnezPRtriIiIi0ieDgYHx8fNi1axfV1dV2dTt27ACgrq4OgIaGBvbt2+fwvuXlQfNKunTpQkpKCk1NTaSnpzN58mReeuklunXrxqpVq/Dw8LBrb7FYHMb6oYqKCl566SUAZsyYYZRXV1cbwfmHWsa5dOnSj5r3zUDhUkRERNqEyWQiMTGRs2fPkpqaSl5eHlarlZycHLKzs/Hy8sJkat5UPXjwIDU1NX8z8LXmf/7nf/jVr35FU1MTc+bMYfny5Tz11FNUVlYyY8YMY4sewGq1cuLEiSuOVVpaSkpKCmfOnGH69OlERUUZdVc6Dd5S17KFfivQtriIiIi0mfj4eGw2G9nZ2SQnJwPNh2SWLFnCihUrjK1mi8VCcHAwgYGBVzXOf/7nf9K5c2fWrl1rfMYoKiqKoUOHkpKSwooVK3jttdeMsby9vRk4cKDTaxUWFvLss89y9uxZ4uPjSU1Ntavv0qVLq9+zbCm/VbbEQeFSRESkXQn373S9p/CTS0hIIDY2luLiYuPQS2NjI2VlZYSFhQHN70Befkr871FVVUVFRQUjR450+D7mPffcw5133ml8KB2aw2VERISxanq5zz//nBdffJG6ujpSU1OZPn26Q5uePXvarYRerqKiAl9fXzp37nxV93IjUrgUERFpR671RHZ7t337dtzd3YmKirJbKdyzZw82m40hQ4ZQVlbG8ePHW/3Y+d9iMplwc3Pj+++/d1rf2NhobFfX1dVx4MABp2Pt3LmTBQsW0LFjR1599VXGjRvn9HphYWEcOXIEq9VqF2Zra2spKSlh+PDhV3UfN6pb5wUAERERue42bdrE4sWLOX/+vFFWXV1NVlYW/v7+TJgwAbPZjJeXF4MGDbqqMby9vfnnf/5n9u3bx7Fjx+zqdu/ezalTpxg2bBgAeXl51NXVOXxQ/dixYyxcuPD/Z+9e46K8Dr3v/5QzUkKNogFLoqhJjPoYFUKwCIl4SDxEgzFYyC1KikK3KCHaWhP9VHezt5qomKh1q7V694my73gP3doaG3baJM4oHjD24eABSm3LafCABpFxIPO88MO1MxkwbTJB1P/3Tes6XGvNFV78P2td67rw9PQkJyen3WAJMGHCBAB27drlVL5nzx5u3LjBxIkTv9bvuFNp5VJEREQ6TGpqKgsWLGDevHlMnToVh8OByWSisrKSNWvW4Ovra3wpp61t6n/U4sWLSUtLIy0tjYSEBPr06cO5c+fIy8vj/vvvN56bNJvNDBw4kB49ejj137BhAzabjVGjRmG1Wjlw4IDLGHFxcfj5+TF06FAmTZqEyWTi6tWrREVFUVJSQl5eHjExMcaL2+8VCpciIiLSYSIjI8nJyWHbtm1s2bIFT09PhgwZwvLlyxk0aJDxpZysrKxvNE7//v3ZtWsXW7duZf/+/Vy5coX777+fiRMn8sMf/tB4ifrhw4eJj4936tvc3ExhYSFwM3yazeY2x8jLyzNeQfTTn/6UPn36sG/fPj7++GOCg4OZM2cOs2bNokuXLt/ot9xputTX199bX1MXERG5jerq6ly+DiPyz+rMf0d65lJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERDpUeXk5r776Kk8//TRPPfUU8+bNw2w2t9n25MmTREZGUllZ6VL32WefMWnSJP7jP/6jzb41NTUsX76ccePGERsbS0pKCgcOHGh3XrW1tURGRnLs2DEAmpqa2Lx5MwkJCURHRzNmzBiysrIoKipy6dvS0sK7777LjBkziImJ4bnnnmPTpk00NTX9I7fkrqJwKSIiIh2mpKSE1NRULBYLzz77LOnp6Xh5eZGVlcWePXtc2lssFsLCwggNDXUqb2pq4tVXX8VqtbY5TnV1NSkpKbz//vt8//vfZ/78+YSEhLB8+XLWrVvXZh+z2Yy/vz/Dhg3D4XCwaNEiduzYwcCBA3nllVdITEyktLSUtLQ0jh496tR39erVrF+/nn79+rFw4UKeeOIJdu7cyeLFi3E4HF/zbt2ZPG/3BEREROTesWrVKhobG8nJyeHJJ58E4IUXXmDp0qW8/fbbREdHExYWZrQ3m81ER0c7XaO8vJzXXnuN8vLydsfJycnh0qVL/OQnP+H5558HYPr06fTu3Ztf//rXxMbGMnz4cKc+FouFiIgIvLy8OHjwIAUFBaSkpJCRkWG0mTJlCjNnzuStt94iNzcXgOLiYkwmE9OmTWPJkiVG25CQEDZt2kR+fj5jx479mnfszqOVSxEREekQtbW1lJaWEhERYQRLgC5dupCSkoLdbmf//v1GeV1dHWVlZYwaNcoo+9WvfkVycjJ1dXX84Ac/aHMcu92O2Wzme9/7HtOmTXOqmz17NgAmk8mlz/Hjx42xWlcmExISnNr16tWL4cOHU1FRQX19PYAx56SkJKe2iYmJ+Pj4OP2me4FWLkVERDoRvxUZX93oNrm+bNM36l9bWwvAgAEDXOpaVytLS0uNMrPZjJ+fH48//rhRdubMGSZNmsTcuXM5f/487777rsu16uvrsdls9O/fny5dujjVfec73+G73/0uJSUlTuUnT56ksbHRCL3z589n+vTpBAcHu1z/0qVLAHTtenONrqioiMDAQKcVVwBfX1/Cw8MpLi5u547cnRQuRUREOhGP8pKvbnSH8vPzA+DatWsuda2rgHV1dUaZxWJh5MiReHt7G2U/+9nPjH+fP3/+nx6npaWFzz77zOWgjdlspn///vTq1QuAoKAggoKCXPqfOnWKoqIiBgwYQGBgIABWq5XevXu3OZfg4GBKSkpoaGggICCgzTZ3G22Li4iISIfo27cvgYGBHDp0iIaGBqe6/Px8AGw2GwDNzc0cO3bM5XnLLwbN9gQEBBAeHs6pU6eorq52qvvjH/9Ic3OzMU4ri8XiMtaXWa1Wli1bBkBaWppR3tDQYATaL/P19QXg+vXrXznvu4XCpYiIiHQIT09PZs+ezcWLF8nMzKSwsJDKykpyc3PZvn073bp1w9Pz5qbqp59+yrVr174y8LUnLS0Nm83GggULOHz4MFVVVfzud7/j3/7t3wgMDDTGAaisrOT8+fO3HKuqqor09HSqq6tJTk4mNjbWqLvVafDWutYt9HuBtsVFRESkwyQlJWG329m+fTvz5s0Dbh6SWblyJevWrTO2mi0WC3379uWBBx74WuM89dRTvP7666xfv54FCxYAcN9997FgwQJ+//vfO500t1gsBAQEMHTo0DavVVJSQnZ2NhcvXiQpKYnMzEynen9//3bfZ9lafq9siYPCpYiISKfSEj7odk/hW5eSksKMGTMoKyszDr20tLRQU1PD4MGDgZvPQH7xlPjXMXnyZMaNG8e5c+fo2rUr/fv3x9vbm61bt9KnTx+jncViITIy0mk1s9VHH33E66+/js1mIzMzk+TkZJc2ISEhxmGlL7NarQQFBeHj4/ONfsudROFSRESkE/mmJ7I7uw8++ABvb29iY2OdVgqPHDmC3W5nxIgR1NTUUFFRwaJFi772OGazmatXr/LMM88YgRXgz3/+MzU1NUycOBG4+YzniRMn2hzrww8/ZOnSpXh4ePDGG28wZsyYNscaPHgwp0+fprKy0ull701NTZSXlxMVFfW1f8ed6N55AEBERERuu/fee48VK1Zw5coVo6yhoYEtW7bQs2dPxo0bh9lsplu3bgwbNuxrj/PBBx/ws5/9jL/+9a9Gmd1uZ8OGDfj4+BjvrywsLMRmszm9dxPg3LlzLF++HE9PT3JyctoNlgATJkwAYNeuXU7le/bs4caNG0aQvVdo5VJEREQ6TGpqKgsWLGDevHlMnToVh8OByWSisrKSNWvW4Ovra3wpp61t6n/USy+9xB/+8Afmz5/PCy+8gK+vLwcOHKCoqIilS5fSo0cP4OYK58CBA41/t9qwYQM2m41Ro0ZhtVrb/CZ5XFwcfn5+DB06lEmTJmEymbh69SpRUVGUlJSQl5dHTEwMcXFxX/t33IkULkVERKTDREZGkpOTw7Zt29iyZQuenp4MGTKE5cuXM2jQIONLOVlZWd9onPDwcDZv3syWLVvYuXMnn3/+OQMHDmTDhg088cQTRrvDhw8THx/v1Le5uZnCwkLgZvg0m81tjpGXl2e8guinP/0pffr0Yd++fXz88ccEBwczZ84cZs2a5fIi97tdl/r6+nvra+oiIiK3UV1dHT179rzd05A7XGf+O9IzlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jaet3sCIiIicm8pLy9n8+bNFBYW4nA4ePjhh3nppZcYNWqUS9uTJ08yd+5cTCYToaGh1NfXs3XrVg4dOkRdXR0BAQGMGDGCuXPn8tBDDzn1bWpqYufOnRw8eJC6ujp69erF1KlTmTlzJh4eHi5j1dbWMnnyZDZu3EhERARNTU3s2LGD/Px8qqur8fPzY+jQoaSmpjJ48GCnvi0tLeTm5pKXl0d1dTXdu3dn/PjxzJkzB19fX7fev85O4VJEREQ6TElJCRkZGdy4cYPnn3+esLAwPvnkE7KysnjllVdITEx0am+xWAgLCyM0NBSbzUZ6ejoVFRVMmjSJQYMGUVVVxd69ezly5Ajbtm0jPDwcgM8//5yf/OQnHD58mMmTJ/PYY49RUFDAhg0b+Otf/8pPf/pTl7mZzWb8/f0ZNmwYDoeDRYsWUVBQwJgxY5g5cyaXL19m7969pKWlsX79eiIjI42+q1evxmQy8fTTT/Piiy9y5swZdu7cyenTp8nJyaFLly7f7o3tRBQuRUREpMOsWrWKxsZGcnJyePLJJwF44YUXWLp0KW+//TbR0dGEhYUZ7c1mM9HR0QDs3r2b8vJylixZwrRp04w28fHxzJ49m3feeYd169YB8N///d9YLBZ+9KMfMWvWLACmTZvGv/3bv2EymZgyZYrL6qPFYiEiIgIvLy8OHjxIQUEBKSkpZGRkGG2mTJnCzJkzeeutt8jNzQWguLgYk8nEtGnTWLJkidE2JCSETZs2kZ+fz9ixY915Gzs1PXMpIiIiHaK2tpbS0lIiIiKMYAnQpUsXUlJSsNvt7N+/3yivq6ujrKzM2C4vKCjAy8uLKVOmOF33kUceoV+/fhQWFhplv/3tb/Hy8mLGjBlObf/X//pfAE7jANjtdo4fP26MdfToUQASEhKc2vXq1Yvhw4dTUVFBfX2907WSkpKc2iYmJuLj4+My1t1OK5ciIiKdyPXjC2/3FNrlN3L9N+pfW1sLwIABA1zqWlcrS0tLjTKz2Yyfnx+PP/44ACtXruTSpUsuz0s6HA4uX75M167/s2ZWVFREeHg4fn5+Tm1DQ0P57ne/S3FxsVP5yZMnaWxsNELv/PnzmT59OsHBwS5zvXTpEoAxXlFREYGBgU4rrgC+vr6Eh4e7jHW3U7gUERHpRD6/evp2T+Fb0xr0rl275lLXugpYV1dnlFksFkaOHIm3tzcAPXr0oEePHi59Dx48yIULFxg9ejRw8yDP1atXjVD6ZcHBwVRVVTmVmc1m+vfvT69evQAICgoiKCjIpe+pU6coKipiwIABBAYGAmC1Wundu3e7Y5WUlNDQ0EBAQECbbe422hYXERGRDtG3b18CAwM5dOgQDQ0NTnX5+fkA2Gw2AJqbmzl27JjxvGV7ysvLWbNmDR4eHqSmpgIY1/b392+zj6+vL9evX3cqs1gsXzmW1Wpl2bJlAKSlpRnlDQ0NLiukXxwLcBnvbqZwKSIiIh3C09OT2bNnc/HiRTIzMyksLKSyspLc3Fy2b99Ot27d8PS8uan66aefcu3atVsGvjNnzpCRkcFnn31GdnY2jz76KHBzm/yL//tlDofDaWu9srKS8+fP33Ksqqoq0tPTqa6uJjk5mdjYWKfrtae17otb9nc7bYuLiIhIh0lKSsJut7N9+3bmzZsH3Dwks3LlStatW2dsNVssFvr27csDDzzQ5nXMZjOvvfYajY2NZGdnM336dKOudcWyqampzb5NTU1069bN+LfFYiEgIIChQ4e22b6kpITs7GwuXrxIUlISmZmZTvX+/v63HAu4Z7bEQeFSRESkU+ka+MjtnsK3LiUlhRkzZlBWVmYcemlpaaGmpsZ4PZDZbG7zpeoAe/fu5c0336Rr166sWLGC8ePHO9V369aNoKAgrFZrm/2tVqtTaLVYLERGRhqrpl/00Ucf8frrr2Oz2cjMzCQ5OdmlTUhIiHFYqa2xgoKC8PHxaftm3IUULkVERDqRb3oiu7P74IMP8Pb2JjY21mml8MiRI9jtdkaMGEFNTQ0VFRUsWrTIpf/u3buNFc7Vq1czfPjwNsd57LHHOH78OE1NTU5fyKmsrKS+vt4IpDabjRMnTrQ51ocffsjSpUvx8PDgjTfeYMyYMW2ONXjwYE6fPk1lZSWhoaFGeVNTE+Xl5URFRf1jN+cuce88ACAiIiK33XvvvceKFSu4cuWKUdbQ0MCWLVvo2bMn48aNw2w2061bN4YNG+bU9/Dhw6xfv5777ruPLVu2tBssASZMmIDNZjNedN5q165dAEyaNAmAwsJCbDab03s3Ac6dO8fy5cvx9PQkJyen3WDZOtYXr91qz5493Lhxg4kTJ7bb926klUsRERHpMKmpqSxYsIB58+YxdepUHA4HJpOJyspK1qxZg6+vr/GlnC9vU69duxaHw0FMTAxnz57l7NmzLtd/5plnABg3bhy/+c1v2LRpE1VVVQwaNIgjR47w3//937zwwgs8/PDDwM3t94EDB7q84mjDhg3YbDZGjRqF1WrlwIEDLmPFxcUZ3xufNGkSJpOJq1evEhUVRUlJCXl5ecTExBAXF+emu3dn6FJfX9/+EScRERFxq7q6Onr27Hm7p3FbHT16lG3btlFWVoanpydDhgwhNTWVQYMGYbfbiY+PJysri6lTpxp9ampqXL7M0961W12/fp2tW7fy+9//nvr6ekJCQpg2bRovvviicXo7ISGB+Ph40tPTjX7Nzc3ExsZit9tvOVZeXh4hISFGn127drFv3z6sVivBwcFMmDCBWbNmOW3Lu0tn/jtSuBQREelAnTkUyJ2jM/8d6ZlLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERHpUOXl5bz66qs8/fTTPPXUU8ybNw+z2dxm25MnTxIZGUllZSUA9fX1rFmzhueee47o6GjGjRvHkiVL+Mtf/nLLMauqqoiNjWX//v3ttqmtrSUyMpJjx44B0NTUxObNm0lISCA6OpoxY8aQlZVFUVGRS9+WlhbeffddZsyYQUxMDM899xybNm2iqanpH7wrdw+FSxEREekwJSUlpKamYrFYePbZZ0lPT8fLy4usrCz27Nnj0t5isRAWFkZoaCg2m8fbY0EAAQAASURBVI309HT27t1LREQEr776KlOmTOHIkSPMnj2b8vLyNse8dOkSWVlZXL9+/ZZzM5vN+Pv7M2zYMBwOB4sWLWLHjh0MHDiQV155hcTEREpLS0lLS+Po0aNOfVevXs369evp168fCxcu5IknnmDnzp0sXrwYh8Px9W/YHcjzdk9ARERE7h2rVq2isbGRnJwcnnzySQBeeOEFli5dyttvv010dDRhYWFGe7PZTHR0NAC7d++mvLycJUuWMG3aNKNNfHw8s2fP5p133mHdunVO4508eZJly5ZRW1v7lXOzWCxERETg5eXFwYMHKSgoICUlhYyMDKPNlClTmDlzJm+99Ra5ubkAFBcXYzKZmDZtGkuWLDHahoSEsGnTJvLz8xk7duzXuFt3Jq1cioiISIeora2ltLSUiIgII1gCdOnShZSUFOx2u9O2dV1dHWVlZYwaNQqAgoICvLy8mDJlitN1H3nkEfr160dhYaFT+erVq5k7dy4Oh8MpjLbFbrdz/PhxY6zWlcmEhASndr169WL48OFUVFRQX18PYMw5KSnJqW1iYiI+Pj633Iq/G2nlUkREpBP5j9+uuN1TaFfaxGXfqH/r6uGAAQNc6lpXK0tLS40ys9mMn58fjz/+OAArV67k0qVLeHh4OPV1OBxcvnyZrl2d18zOnTtHcnIyc+bM4Y9//CMmk6nduZ08eZLGxkYj9M6fP5/p06cTHBzs0vbSpUsAxnhFRUUEBgY6rbgC+Pr6Eh4eTnFxcbvj3o0ULkVERDqRv9W1/dzg3cDPzw+Aa9euudS1rgLW1dUZZRaLhZEjR+Lt7Q1Ajx496NGjh0vfgwcPcuHCBUaPHu1UvnHjRqPvVzGbzfTv359evXoBEBQURFBQkEu7U6dOUVRUxIABAwgMDATAarXSu3fvNq8bHBxMSUkJDQ0NBAQE/ENzudNpW1xEREQ6RN++fQkMDOTQoUM0NDQ41eXn5wNgs9kAaG5u5tixY8bzlu0pLy9nzZo1eHh4kJqa6lT3jwZLuBlkv2osq9XKsmU3V2/T0tKM8oaGBiM4f5mvry/AVx4mupsoXIqIiEiH8PT0ZPbs2Vy8eJHMzEwKCwuprKwkNzeX7du3061bNzw9b26qfvrpp1y7du2Wge/MmTNkZGTw2WefkZ2dzaOPPvq15lVZWcn58+dvOVZVVRXp6elUV1eTnJxMbGysUXer0+CtdV/esr+baVtcREREOkxSUhJ2u53t27czb9484OYhmZUrV7Ju3Tpjq9lisdC3b18eeOCBNq9jNpt57bXXaGxsJDs7m+nTp3/tOVksFgICAhg6dGib9SUlJWRnZ3Px4kWSkpLIzMx0qvf392/3fZat5ffKljgoXIqIiHQq3+sZfrun8K1LSUlhxowZlJWVGYdeWlpaqKmpYfDgwcDN8Nh6cvvL9u7dy5tvvknXrl1ZsWIF48eP/0bzsVgsREZGGqumX/TRRx/x+uuvY7PZyMzMJDk52aVNSEhIu686slqtBAUF4ePj843meCdRuBQREelEvumJ7M7ugw8+wNvbm9jYWKeVwiNHjmC32xkxYgQ1NTVUVFSwaNEil/67d+82VjhXr17N8OHDv9F8bDYbJ06caHOsDz/8kKVLl+Lh4cEbb7zBmDFj2rzG4MGDOX36NJWVlYSGhhrlTU1NlJeXExUV9Y3meKe5dx4AEBERkdvuvffeY8WKFVy5csUoa2hoYMuWLfTs2ZNx48ZhNpvp1q0bw4YNc+p7+PBh1q9fz3333ceWLVu+cbAEKCwsxGazOb13E26+xmj58uV4enqSk5PTbrAEmDBhAgC7du1yKt+zZw83btxg4sSJ33iedxKtXIqIiEiHSU1NZcGCBcybN4+pU6ficDgwmUxUVlayZs0afH19jS/lfHmbeu3atTgcDmJiYjh79ixnz551uf4zzzzzT83HbDYzcOBAl1ccbdiwAZvNxqhRo7BarRw4cMClb1xcHH5+fgwdOpRJkyZhMpm4evUqUVFRlJSUkJeXR0xMDHFxcf/UnO50CpciIiLSYSIjI8nJyWHbtm1s2bIFT09PhgwZwvLlyxk0aJDxpZysrCynfjU1NZw/fx64+UWc9r5688+Gy8OHDxMfH+9U1tzcbHztx2w2Yzab2+ybl5dnvILopz/9KX369GHfvn18/PHHBAcHM2fOHGbNmkWXLl3+qTnd6brU19ffW19TFxERuY3q6uro2bPn7Z6G3OE689+RnrkUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbfxvN0TEBERkXtLeXk5mzdvprCwEIfDwcMPP8xLL73EqFGjXNqePHmSuXPnYjKZCA0Npb6+nq1bt3Lo0CHq6uoICAhgxIgRzJ07l4ceesipb3V1Nf/xH/9BQUEBly9f5rvf/S5PPvkk8+bNo2fPni5j1dbWMnnyZDZu3EhERARNTU3s2LGD/Px8qqur8fPzY+jQoaSmpjJ48GCnvi0tLeTm5pKXl0d1dTXdu3dn/PjxzJkzB19fX7fev85O4VJEREQ6TElJCRkZGdy4cYPnn3+esLAwPvnkE7KysnjllVdITEx0am+xWAgLCyM0NBSbzUZ6ejoVFRVMmjSJQYMGUVVVxd69ezly5Ajbtm0jPDwcgMuXL5Oamspnn33GtGnTeOihhygvLycvL4+CggJ+9atf0aNHD6exzGYz/v7+DBs2DIfDwaJFiygoKGDMmDHMnDmTy5cvs3fvXtLS0li/fj2RkZFG39WrV2MymXj66ad58cUXOXPmDDt37uT06dPk5OTQpUuXb//mdhIKlyIiItJhVq1aRWNjIzk5OTz55JMAvPDCCyxdupS3336b6OhowsLCjPZms5no6GgAdu/eTXl5OUuWLGHatGlGm/j4eGbPns0777zDunXrAPjFL37BhQsXnMYBeOKJJ3j11Vf55S9/yeLFi53mZrFYiIiIwMvLi4MHD1JQUEBKSgoZGRlGmylTpjBz5kzeeustcnNzASguLsZkMjFt2jSWLFlitA0JCWHTpk3k5+czduxYd93CTk/PXIqIiEiHqK2tpbS0lIiICKfA16VLF1JSUrDb7ezfv98or6uro6yszNguLygowMvLiylTpjhd95FHHqFfv34UFhYaZQUFBYSGhjqNAzB69GgCAgKc2gLY7XaOHz9ujHX06FEAEhISnNr16tWL4cOHU1FRQX19PYAx56SkJKe2iYmJ+Pj4OP2me4FWLkVERDqR3/zmN7d7Cu167rnnvlH/2tpaAAYMGOBS17paWVpaapSZzWb8/Px4/PHHAVi5ciWXLl3Cw8PDqa/D4eDy5ct07fo/a2ZbtmyhsbHRZZzr169z/fp1p7Zw89nOxsZGI4zOnz+f6dOnExwc7HKNS5cuARjXKCoqIjAw0GnFFcDX15fw8HCKi4vbuh13LYVLERGRTsRqtd7uKXxr/Pz8ALh27ZpLXesqYF1dnVFmsVgYOXIk3t7eAPTo0cPlOUmAgwcPcuHCBUaPHm2U9erVq8057N69m5aWFkaOHOlUbjab6d+/v9EvKCiIoKAgl/6nTp2iqKiIAQMGEBgYCNz8b9a7d+82xwsODqakpISGhgYCAgLabHO30ba4iIiIdIi+ffsSGBjIoUOHaGhocKrLz88HwGazAdDc3MyxY8eM5y3bU15ezpo1a/Dw8CA1NfWWbY8dO8b27dvp1q2byxa2xWL5yrGsVivLli0DIC0tzShvaGgwgvOXtZ4Uv379+i2vfTdRuBQREZEO4enpyezZs7l48SKZmZkUFhZSWVlJbm6uEfo8PW9uqn766adcu3btloHvzJkzZGRk8Nlnn5Gdnc2jjz7abtsjR46QnZ3N559/zs9+9jOnlc3KykrOnz9/y7GqqqpIT0+nurqa5ORkYmNjjTqHw9Fuv9a6L2/D3820LS4iIiIdJikpCbvdzvbt25k3bx5wcwt75cqVrFu3zthqtlgs9O3blwceeKDN65jNZl577TUaGxvJzs5m+vTp7Y75X//1X/z7v/87Xbp04V//9V+dts9bxwoICGDo0KFt9i8pKSE7O5uLFy+SlJREZmamU72/vz9NTU1t9m0tv1e2xEHhUkREpFNp6wDJ3SYlJYUZM2ZQVlZmHHppaWmhpqbGeDm52Wxu86XqAHv37uXNN9+ka9eurFixgvHjx7c71ubNm9mxYwcBAQGsWrWKiIgIlzYWi4XIyEhj1fSLPvroI15//XVsNhuZmZkkJye7tAkJCTEOK32Z1WolKCgIHx+fdud4t1G4FBER6US+6Ynszu6DDz7A29ub2NhYp5XCI0eOYLfbGTFiBDU1NVRUVLBo0SKX/rt37zZWOFevXs3w4cPbHWvt2rXs2bOH3r17s27dOuMF619ks9k4ceJEm2N9+OGHLF26FA8PD9544w3GjBnT5jiDBw/m9OnTVFZWEhoaapQ3NTVRXl5OVFTULe/J3ebeeQBAREREbrv33nuPFStWcOXKFaOsoaGBLVu20LNnT8aNG4fZbKZbt24MGzbMqe/hw4dZv3499913H1u2bLllsDSZTOzZs4c+ffo4fbnnywoLC7HZbC7vwzx37hzLly/H09OTnJycdoMlwIQJEwDYtWuXU/mePXu4ceMGEydObLfv3UgrlyIiItJhUlNTWbBgAfPmzWPq1Kk4HA5MJhOVlZWsWbMGX19f40s5X96mXrt2LQ6Hg5iYGM6ePcvZs2ddrv/MM89w/fp1Nm7cCEBcXBwnTpxwaefn50dcXBxms5mBAwe6vOJow4YN2Gw2Ro0ahdVq5cCBAy7XiIuLM743PmnSJEwmE1evXiUqKoqSkhLy8vKIiYkhLi7uG9yxO0+X+vr69o84iYiIiFvV1dXRs2fP2z2N2+ro0aNs27aNsrIyPD09GTJkCKmpqQwaNAi73U58fDxZWVlMnTrV6FNTU+PyZZ72rl1YWGgcFmrPAw88wG9+8xsSEhKIj48nPT3dqGtubiY2Nha73X7La+Tl5RESEmL02bVrF/v27cNqtRIcHMyECROYNWuW8Toid+rMf0cKlyIiIh2oM4cCuXN05r8jPXMpIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm7jebsnICIiIveW8vJyNm/eTGFhIQ6Hg4cffpiXXnqJUaNGubQ9efIkc+fOxWQyERoaSn19PVu3buXQoUPU1dUREBDAiBEjmDt3Lg899JBT30uXLvEf//EfHD58mEuXLvG9732PhIQEnn/+ebp06eIyVm1tLZMnT2bjxo1ERETQ1NTEjh07yM/Pp7q6Gj8/P4YOHUpqaiqDBw926tvS0kJubi55eXlUV1fTvXt3xo8fz5w5c/D19XXr/evsFC5FRESkw5SUlJCRkcGNGzd4/vnnCQsL45NPPiErK4tXXnmFxMREp/YWi4WwsDBCQ0Ox2Wykp6dTUVHBpEmTGDRoEFVVVezdu5cjR46wbds2wsPDAWhoaGDu3LnU1NQwffp0+vTpw+HDh1m1ahXl5eUsXrzYZW5msxl/f3+GDRuGw+Fg0aJFFBQUMGbMGGbOnMnly5fZu3cvaWlprF+/nsjISKPv6tWrMZlMPP3007z44oucOXOGnTt3cvr0aXJyctoMs3crhUsRERHpMKtWraKxsZGcnByefPJJAF544QWWLl3K22+/TXR0NGFhYUZ7s9lMdHQ0ALt376a8vJwlS5Ywbdo0o018fDyzZ8/mnXfeYd26dQC8++67nD9/np///OeMHTsWgISEBLKzs9m7dy+JiYlO48DNIBsREYGXlxcHDx6koKCAlJQUMjIyjDZTpkxh5syZvPXWW+Tm5gJQXFyMyWRi2rRpLFmyxGgbEhLCpk2byM/PN+ZwL9AzlyIiItIhamtrKS0tJSIiwgiWAF26dCElJQW73c7+/fuN8rq6OsrKyozt8oKCAry8vJgyZYrTdR955BH69etHYWGhUXbjxg0GDRrEmDFjnNo+8cQTOBwOzpw541Rut9s5fvy4MdbRo0eBm4H0i3r16sXw4cOpqKigvr4ewJhzUlKSU9vExER8fHycftO9QCuXIiIinUju1P/3dk+hXS/mJX11o1uora0FYMCAAS51rauIpaWlRpnZbMbPz4/HH38cgJUrV3Lp0iU8PDyc+jocDi5fvkzXrv+zZvYv//Ivbc6hNVSGhIQ4lZ88eZLGxkYj9M6fP5/p06cTHBzsco1Lly4BGOMVFRURGBjoshLq6+tLeHg4xcXFbc7lbqVwKSIi0onUnKy+3VP41vj5+QFw7do1l7rWVcC6ujqjzGKxMHLkSLy9vQHo0aMHPXr0cOl78OBBLly4wOjRo9sc9/r161RWVvK73/2Offv2ERsby2OPPebUxmw2079/f3r16gVAUFAQQUFBLtc6deoURUVFDBgwgMDAQACsViu9e/duc+zg4GBKSkpoaGggICCgzTZ3G22Li4iISIfo27cvgYGBHDp0iIaGBqe6/Px8AGw2GwDNzc0cO3bMeN6yPeXl5axZswYPDw9SU1PbbPOLX/yCH/zgB/z617/me9/7HgsXLnRpY7FYvnIsq9XKsmXLAEhLSzPKGxoajOD8Za0nxa9fv37La99NFC5FRESkQ3h6ejJ79mwuXrxIZmYmhYWFVFZWkpuby/bt2+nWrRuenjc3VT/99FOuXbt2y8B35swZMjIy+Oyzz8jOzubRRx9ts933v/993nzzTX70ox9x5coVkpOTKSkpMeorKys5f/78LceqqqoiPT2d6upqkpOTiY2NNeocDke7/Vrrvrhlf7fTtriIiIh0mKSkJOx2O9u3b2fevHnAzUMyK1euZN26dcZWs8VioW/fvjzwwANtXsdsNvPaa6/R2NhIdnY206dPb3fMiIgIAEaPHk1UVBQpKSm8/fbbbN682RgrICCAoUOHttm/pKSE7OxsLl68SFJSEpmZmU71/v7+NDU1tdm3tfxe2RIHhUsREZFOpffjbYepu0lKSgozZsygrKzMOPTS0tJCTU2N8XJys9nc5kvVAfbu3cubb75J165dWbFiBePHj/+Hx3744Yfp27ev08Ehi8VCZGSksWr6RR999BGvv/46NpuNzMxMkpOTXdqEhIQYh5W+zGq1EhQUhI+Pzz88xzudwqWIiEgn8k1PZHd2H3zwAd7e3sTGxjqtFB45cgS73c6IESOoqamhoqKCRYsWufTfvXu3scK5evVqhg8f7tLG4XDw0ksv4e3tzS9/+UuX+mvXrhlhz2azceLEiTbH+vDDD1m6dCkeHh688cYbLq81ajV48GBOnz5NZWUloaGhRnlTUxPl5eVERUV99Y25i9w7DwCIiIjIbffee++xYsUKrly5YpQ1NDSwZcsWevbsybhx4zCbzXTr1o1hw4Y59T18+DDr16/nvvvuY8uWLW0GS7j53syePXtSVFTEkSNHnOref/99qquriYuLA6CwsBCbzeb03k2Ac+fOsXz5cjw9PcnJyWk3WAJMmDABgF27djmV79mzhxs3bjBx4sRb3pO7jVYuRUREpMOkpqayYMEC5s2bx9SpU3E4HJhMJiorK1mzZg2+vr7Gl3K+vE29du1aHA4HMTExnD17lrNnz7pc/5lnngFg4cKF/H//3//Hj3/8YxISEujTpw/FxcX89re/5cEHHyQ9PR24uf0+cOBAl1ccbdiwAZvNxqhRo7BarRw4cMBlrLi4OON745MmTcJkMnH16lWioqIoKSkhLy+PmJgYI8jeK7rU19e3f8RJRERE3Kquro6ePXve7mncVkePHmXbtm2UlZXh6enJkCFDSE1NZdCgQdjtduLj48nKymLq1KlGn5qaGpcv87R37VaVlZX84he/oKCggM8++4xevXrx9NNPM2fOHOOATUJCAvHx8UbYhJuvQYqNjcVut99yrLy8PONl7M3NzezatYt9+/ZhtVoJDg5mwoQJzJo1y3gdkTt15r8jhUsREZEO1JlDgdw5OvPfkZ65FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERkQ5VXl7Oq6++ytNPP81TTz3FvHnzMJvNbbY9efIkkZGRVFZWAlBfX8+aNWt47rnniI6OZty4cSxZsoS//OUvXznua6+9RmRkJFVVVW3W19bWEhkZybFjxwBoampi8+bNJCQkEB0dzZgxY8jKyqKoqMilb0tLC++++y4zZswgJiaG5557jk2bNtHU1PQP3pW7h8KliIiIdJiSkhJSU1OxWCw8++yzpKen4+XlRVZWFnv27HFpb7FYCAsLIzQ0FJvNRnp6Onv37iUiIoJXX32VKVOmcOTIEWbPnk15eXm74/7ud7/j97///S3nZjab8ff3Z9iwYTgcDhYtWsSOHTsYOHAgr7zyComJiZSWlpKWlsbRo0ed+q5evZr169fTr18/Fi5cyBNPPMHOnTtZvHgxDofj692sO5Tn7Z6AiIiI3DtWrVpFY2MjOTk5PPnkkwC88MILLF26lLfffpvo6GjCwsKM9mazmejoaAB2795NeXk5S5YsYdq0aUab+Ph4Zs+ezTvvvMO6detcxqyqqmLNmjV4e3tz48aNdudmsViIiIjAy8uLgwcPUlBQQEpKChkZGUabKVOmMHPmTN566y1yc3MBKC4uxmQyMW3aNJYsWWK0DQkJYdOmTeTn5zN27NivecfuPFq5FBERkQ5RW1tLaWkpERERRrAE6NKlCykpKdjtdvbv32+U19XVUVZWxqhRowAoKCjAy8uLKVOmOF33kUceoV+/fhQWFrqM2dLSwvLly+nTpw9PPfVUu3Oz2+0cP37cGKt1ZTIhIcGpXa9evRg+fDgVFRXU19cDGHNOSkpyapuYmIiPj4/Tb7oXaOVSRESkExm733q7p9CuDyYFf6P+tbW1AAwYMMClrnW1srS01Cgzm834+fnx+OOPA7By5UouXbqEh4eHU1+Hw8Hly5fp2tV1zexXv/oVp0+fZufOnfzv//2/253byZMnaWxsNELv/PnzmT59OsHBrr/50qVLAMZ4RUVFBAYGOq24Avj6+hIeHk5xcXG7496NFC5FREQ6kWN19ts9hW+Nn58fANeuXXOpa10FrKurM8osFgsjR47E29sbgB49etCjRw+XvgcPHuTChQuMHj3aqbyoqIht27axcOFC+vXrd8u5mc1m+vfvT69evQAICgoiKCjIpd2pU6coKipiwIABBAYGAmC1Wundu3eb1w0ODqakpISGhgYCAgJuOYe7hbbFRUREpEP07duXwMBADh06RENDg1Ndfn4+ADabDYDm5maOHTtmPG/ZnvLyctasWYOHhwepqalGeWNjI8uXL2fEiBHMmDHjK+dmsVi+ciyr1cqyZcsASEtLM8obGhqM4Pxlvr6+AFy/fv0r53C3ULgUERGRDuHp6cns2bO5ePEimZmZFBYWUllZSW5uLtu3b6dbt254et7cVP3000+5du3aLQPfmTNnyMjI4LPPPiM7O5tHH33UqHvrrbe4cuUKy5Yto0uXLrecV2VlJefPn7/lWFVVVaSnp1NdXU1ycjKxsbFG3a1Og7fWtbVlf7fStriIiIh0mKSkJOx2O9u3b2fevHnAzUMyK1euZN26dcZWs8VioW/fvjzwwANtXsdsNvPaa6/R2NhIdnY206dPN+r+8Ic/sG/fPhYvXoy3t7ex5W6333zk4LPPPqO+vt7Y9rZYLAQEBDB06NA2xyopKSE7O5uLFy+SlJREZmamU72/v3+777NsLb9XtsRB4VJERKRTiejpdbun8K1LSUlhxowZlJWVGYdeWlpaqKmpYfDgwcDN8Nh6cvvL9u7dy5tvvknXrl1ZsWIF48ePd6r/+OOPgZvvnly9erVL/5deegn4nxPhFouFyMhIY9X0iz766CNef/11bDYbmZmZJCcnu7QJCQkxDit9mdVqJSgoCB8fn/Zux11H4VJERKQT+aYnsju7Dz74AG9vb2JjY51WCo8cOYLdbmfEiBHU1NRQUVHBokWLXPrv3r3bWOFcvXo1w4cPd2nz0ksv8cwzz7iU/+///b8pKChgxYoVdO/eHbj5jOeJEyfaHOvDDz9k6dKleHh48MYbbzBmzJg2f9PgwYM5ffo0lZWVhIaGGuVNTU2Ul5cTFRX11TfmLqJwKSIiIh3mvffeo6ysjP/7f/8v9913H3DzQMyWLVvo2bMn48aN47e//S3dunVj2LBhTn0PHz7M+vXrue+++/jFL35BeHh4m2P069evzdPhBw4cAGDo0KGEhIQAUFhYiM1mc3rvJsC5c+dYvnw5np6erF+/nhEjRrT7myZMmMB7773Hrl27nF6ivmfPHm7cuMHEiRO/+sbcRRQuRUREpMOkpqayYMEC5s2bx9SpU3E4HJhMJiorK1mzZg2+vr7Gl3K+vE29du1aHA4HMTExnD17lrNnz7pcv60Vy1sxm80MHDjQ5RVHGzZswGazMWrUKKxWqxFMvyguLg4/Pz+GDh3KpEmTMJlMXL16laioKEpKSsjLyyMmJoa4uLh/ak53OoVLERER6TCRkZHk5OSwbds2tmzZgqenJ0OGDGH58uUMGjTI+FJOVlaWU7+amhrOnz8P3PwiTntfvflnw+Xhw4eJj493Kmtubja+9mM2mzGbzW32zcvLM15B9NOf/pQ+ffqwb98+Pv74Y4KDg5kzZw6zZs36ytPqd5su9fX199bX1EVERG6juro6evbsebunIXe4zvx3dO+8dElEREREvnUKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jaet3sCIiIicm8pLy9n8+bNFBYW4nA4ePjhh3nppZcYNWqUS9uTJ08yd+5cTCYToaGh1NfXs3XrVg4dOkRdXR0BAQGMGDGCuXPn8tBDDzn13b59O1u2bGlzDi+//DJpaWlOZbW1tUyePJmNGzcSERFBU1MTO3bsID8/n+rqavz8/Bg6dCipqakMHjzYqW9LSwu5ubnk5eVRXV1N9+7dGT9+PHPmzMHX1/eb3bA7jMKliIiIdJiSkhIyMjK4ceMGzz//PGFhYXzyySdkZWXxyiuvkJiY6NTeYrEQFhZGaGgoNpuN9PR0KioqmDRpEoMGDaKqqoq9e/dy5MgRtm3bRnh4uNG3rKwMPz8/fvKTn7jMo3///i5lZrMZf39/hg0bhsPhYNGiRRQUFDBmzBhmzpzJ5cuX2bt3L2lpaaxfv57IyEij7+rVqzGZTDz99NO8+OKLnDlzhp07d3L69GlycnLo0qWLG+9i56ZwKSIiIh1m1apVNDY2kpOTw5NPPgnACy+8wNKlS3n77beJjo4mLCzMaG82m4mOjgZg9+7dlJeXs2TJEqZNm2a0iY+PZ/bs2bzzzjusW7fOKD937hz9+vXjmWee+YfmZrFYiIiIwMvLi4MHD1JQUEBKSgoZGRlGmylTpjBz5kzeeustcnNzASguLsZkMjFt2jSWLFlitA0JCWHTpk3k5+czduzYr3G37kx65lJEREQ6RG1tLaWlpURERBjBEqBLly6kpKRgt9vZv3+/UV5XV0dZWZmxXV5QUICXlxdTpkxxuu4jjzxCv379KCwsNMqampr4+9//Tr9+/f6hudntdo4fP26MdfToUQASEhKc2vXq1Yvhw4dTUVFBfX09gDHnpKQkp7aJiYn4+Pg4/aZ7gVYuRUREOhG/FRlf3eg2ub5s0zfqX1tbC8CAAQNc6lpXK0tLS40ys9mMn58fjz/+OAArV67k0qVLeHh4OPV1OBxcvnyZrl3/Z82svLyczz//3Ngmt9lseHh44OnZdvQ5efIkjY2NRuidP38+06dPJzg42KXtpUuXAIzxioqKCAwMdFpxBfD19SU8PJzi4uL2bsldSeFSRESkE/EoL7ndU/jW+Pn5AXDt2jWXutZVwLq6OqPMYrEwcuRIvL29AejRowc9evRw6Xvw4EEuXLjA6NGjjbJz584BcObMGWbMmMH58+fp2rUrw4YNY+HChTz88MNO1zCbzfTv359evXoBEBQURFBQkMtYp06doqioiAEDBhAYGAiA1Wqld+/ebf7m4OBgSkpKaGhoICAgoM02dxtti4uIiEiH6Nu3L4GBgRw6dIiGhganuvz8fODmCiNAc3Mzx44dM563bE95eTlr1qzBw8OD1NRUo7w1XH766ackJCSwZs0aUlNTOX36ND/84Q8pKXEO8RaL5SvHslqtLFu2DMDppHlDQ4MRnL+s9aT49evXb3ntu4nCpYiIiHQIT09PZs+ezcWLF8nMzKSwsJDKykpyc3PZvn073bp1M7atP/30U65du3bLwHfmzBkyMjL47LPPyM7O5tFHHzXqoqKiSElJYefOnbz44ouMHj2al19+mY0bN2K321m7dq3RtrKykvPnz99yrKqqKtLT06muriY5OZnY2FijzuFwtNuvte6LW/Z3O22Li4iISIdJSkrCbrezfft25s2bB9w8JLNy5UrWrVtnbDVbLBb69u3LAw880OZ1zGYzr732Go2NjWRnZzN9+nSn+piYGGJiYlz6DRo0iCFDhnDq1CmuXbtGt27dsFgsBAQEMHTo0DbHKikpITs7m4sXL5KUlERmZqZTvb+/P01NTW32bS2/V7bEQeFSRESkU2kJH3S7p/CtS0lJYcaMGZSVlRmHXlpaWqipqTFeTm42m9t8qTrA3r17efPNN+natSsrVqxg/Pjx/9T43bt3x+FwcP36dSNcRkZGtnnY56OPPuL111/HZrORmZlJcnKyS5uQkBDjsNKXWa1WgoKC8PHx+afmeCdTuBQREelEvumJ7M7ugw8+wNvbm9jYWKeVwiNHjmC32xkxYgQ1NTVUVFSwaNEil/67d+82VjhXr17N8OHDXdo4HA5mz54NwK9+9SuX+oqKCrp168Z3v/tdbDYbJ06caHOsDz/8kKVLl+Lh4cEbb7zBmDFj2vxNgwcP5vTp01RWVhIaGmqUNzU1UV5eTlRU1Ffel7vJvfMAgIiIiNx27733HitWrODKlStGWUNDA1u2bKFnz56MGzcOs9lMt27dGDZsmFPfw4cPs379eu677z62bNnSZrCEm+/NvO+++ygpKeGjjz5yqvvtb39LRUUFzzzzDB4eHhQWFmKz2Zzeuwk3DwQtX74cT09PcnJy2g2WABMmTABg165dTuV79uzhxo0bTJw48Svvy91EK5ciIiLSYVJTU1mwYAHz5s1j6tSpOBwOTCYTlZWVrFmzBl9fX+NLOV/epl67di0Oh4OYmBjOnj3L2bNnXa7f+jWeBQsWUFRUxGuvvca0adN46KGHKC4u5re//S39+vUjPT0duLn9PnDgQJdXHG3YsAGbzcaoUaOwWq0cOHDAZay4uDjje+OTJk3CZDJx9epVoqKiKCkpIS8vj5iYGOLi4tx09+4MXerr69s/4iQiIiJuVVdXR8+ePW/3NG6ro0ePsm3bNsrKyvD09GTIkCGkpqYyaNAg7HY78fHxZGVlMXXqVKNPTU2Ny5d52rt2q7///e9s2bKFo0eP8tlnn9GzZ0/GjBnD7Nmz+c53vgPc/AJPfHy8ETbh5muQYmNjsdvttxwrLy+PkJAQo8+uXbvYt28fVquV4OBgJkyYwKxZs4zXEblTZ/47UrgUERHpQJ05FMidozP/HemZSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG8/bPQERERG5t5SXl7N582YKCwtxOBw8/PDDvPTSS4waNcql7cmTJ5k7dy4mk4nQ0FDq6+vZunUrhw4doq6ujoCAAEaMGMHcuXN56KGHXPq///77/Od//idlZWX4+/szdOhQfvSjH/Hggw+6tK2trWXy5Mls3LiRiIgImpqa2LFjB/n5+VRXV+Pn58fQoUNJTU1l8ODBTn1bWlrIzc0lLy+P6upqunfvzvjx45kzZw6+vr5uu3d3Aq1cioiISIcpKSkhNTUVi8XCs88+S3p6Ol5eXmRlZbFnzx6X9haLhbCwMEJDQ7HZbKSnp7N3714iIiJ49dVXmTJlCkeOHGH27NmUl5c79d2yZQvLli3Dy8uLzMxMpk6dyrFjx0hNTaWqqsplLLPZjL+/P8OGDcPhcLBo0SJ27NjBwIEDeeWVV0hMTKS0tJS0tDSOHj3q1Hf16tWsX7+efv36sXDhQp544gl27tzJ4sWLcTgc7r2JnZxWLkVERKTDrFq1isbGRnJycnjyyScBeOGFF1i6dClvv/020dHRhIWFGe3NZjPR0dEA7N69m/LycpYsWcK0adOMNvHx8cyePZt33nmHdevWAXD69Gl27NhBTEwMq1evxsPDA4DIyEjmzZvHzp07WbJkidPcLBYLEREReHl5cfDgQQoKCkhJSSEjI8NoM2XKFGbOnMlbb71Fbm4uAMXFxZhMJqZNm+Z0zZCQEDZt2kR+fj5jx451523s1LRyKSIiIh2itraW0tJSIiIijGAJ0KVLF1JSUrDb7ezfv98or6uro6yszNguLygowMvLiylTpjhd95FHHqFfv34UFhYaZSaTic8//5zs7GwjWAIMHz6ctLQ0HnvsMadr2O12jh8/bozVujKZkJDg1K5Xr14MHz6ciooK6uvrAYw5JyUlObVNTEzEx8fH6TfdC7RyKSIi0olcP77wdk+hXX4j13+j/rW1tQAMGDDApa51tbK0tNQoM5vN+Pn58fjjjwOwcuVKLl265BQWARwOB5cvX6Zr1/9ZMzt+/Djh4eGEhIQAN8Pj559/jo+PDy+//LLL+CdPnqSxsdEIvfPnz2f69OkEBwe7tL106RKAMV5RURGBgYFOK64Avr6+hIeHU1xcfKvbctdRuBQREelEPr96+nZP4Vvj5+cHwLVr11zqWlcB6+rqjDKLxcLIkSPx9vYGoEePHvTo0cOl78GDB7lw4QKjR48GbgbJyspKRo0aRWFhIe+8844R8AYPHszChQsZMmSI0zXMZjP9+/enV69eAAQFBREUFOQy1qlTpygqKmLAgAEEBgYCYLVa6d27d5u/OTg4mJKSEhoaGggICGj33txNtC0uIiIiHaJv374EBgZy6NAhGhoanOry8/MBsNlsADQ3N3Ps2DHjecv2lJeXs2bNGjw8PEhNTQWgoaGBzz//nL/85S9kZmby6KOP8u///u/Mnz+f8+fPk56e7rKaaLFYvnIsq9XKsmXLAEhLSzPKGxoajOD8Za0nxa9fv37La99NFC5FRESkQ3h6ejJ79mwuXrxIZmYmhYWFVFZWkpuby/bt2+nWrRuenjc3VT/99FOuXbt2y8B35swZMjIy+Oyzz8jOzubRRx8F4MaNGwD87W9/Iz09nUWLFvHUU0+RnJzMxo0baWlpYf369cZ1KisrOX/+/C3HqqqqIj09nerqapKTk4mNjTXqbnUavLXui1v2dztti4uIiEiHSUpKwm63s337dubNmwfcPCSzcuVK1q1bZ2w1WywW+vbtywMPPNDmdcxmM6+99hqNjY1kZ2czffp0o651FdHDw8OpHODhhx9myJAhnDp1iuvXr+Pn54fFYiEgIIChQ4e2OVZJSQnZ2dlcvHiRpKQkMjMzner9/f1pampqs29r+b2yJQ4KlyIiIp1K18BHbvcUvnUpKSnMmDGDsrIy49BLS0sLNTU1xsvJzWZzmy9VB9i7dy9vvvkmXbt2ZcWKFYwfP96p/jvf+Y6xCurj4+PS//7778fhcHDt2jUjXEZGRhqrpl/00Ucf8frrr2Oz2cjMzCQ5OdmlTUhIiHFY6cusVitBQUFtzuNupXApIiLSiXzTE9md3QcffIC3tzexsbFOK4VHjhzBbrczYsQIampqqKioYNGiRS79d+/ebaxwrl69muHDh7u06dKlC4MGDeL48eNYrVaXE99///vf8fPzo3v37thsNk6cONHmWB9++CFLly7Fw8ODN954gzFjxrT5mwYPHszp06eprKwkNDTUKG9qaqK8vJyoqKh/+P7cDe6dBwBERETktnvvvfdYsWIFV65cMcoaGhrYsmULPXv2ZNy4cZjNZrp168awYcOc+h4+fJj169dz3333sWXLljaDZavJkyfjcDjYsmWLyzXOnDnDmDFj6Nq1K4WFhdhsNqf3bgKcO3eO5cuX4+npSU5OTrvBEmDChAkA7Nq1y6l8z5493Lhxg4kTJ97yntxttHIpIiIiHSY1NZUFCxYwb948pk6disPhwGQyUVlZyZo1a/D19TW+lPPlbeq1a9ficDiIiYnh7NmznD171uX6zzzzDHAz8P3xj39k3759XLx4kdGjR/P3v/+d//N//g89e/Y0vrpjNpsZOHCgyyuONmzYgM1mY9SoUVitVg4cOOAyVlxcnPG98UmTJmEymbh69SpRUVGUlJSQl5dHTEwMcXFxbrp7d4Yu9fX199YHL0VERG6juro6evbsebuncVsdPXqUbdu2UVZWhqenJ0OGDCE1NZVBgwZht9uJj48nKyuLqVOnGn1qampcvszT3rVbtbS08J//+Z/85je/4e9//zsBAQFER0eTnp5u/DdISEggPj6e9PR0o19zczOxsbHY7fZbjpWXl2e8pL25uZldu3axb98+Yyt+woQJzJo1y3gdkTt15r8jhUsREZEO1JlDgdw5OvPfkZ65FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG38bzdExAREZF7S3l5OZs3b6awsBCHw8HDDz/MSy+9xKhRo1zanjx5krlz52IymQgNDaW+vp6tW7dy6NAh6urqCAgIYMSIEcydO5eHHnrI6BcZGfmV8zh69KjTv2tra5k8eTIbN24kIiKCpqYmduzYQX5+PtXV1fj5+TF06FBSU1MZPHiwU9+WlhZyc3PJy8ujurqa7t27M378eObMmYOvr+/Xu1F3KIVLERER6TAlJSVkZGRw48YNnn/+ecLCwvjkk0/IysrilVdeITEx0am9xWIhLCyM0NBQbDYb6enpVFRUMGnSJAYNGkRVVRV79+7lyJEjbNu2jfDwcAB+9rOftTn+kSNHOHDgAE899ZRLndlsxt/fn2HDhuFwOFi0aBEFBQWMGTOGmTNncvnyZfbu3UtaWhrr1693CrCrV6/GZDLx9NNP8+KLL3LmzBl27tzJ6dOnycnJoUuXLm68i52bwqWIiIh0mFWrVtHY2EhOTg5PPvkkAC+88AJLly7l7bffJjo6mrCwMKO92WwmOjoagN27d1NeXs6SJUuYNm2a0SY+Pp7Zs2fzzjvvsG7dOgCeeeYZl7Fra2tZu3YtYWFhLFu2zKXeYrEQERGBl5cXBw8epKCggJSUFDIyMow2U6ZMYebMmbz11lvk5uYCUFxcjMlkYtq0aSxZssRoGxISwqZNm8jPz2fs2LHf5LbdURQuRUREOpH/+O2K2z2FdqVNdA1k/4za2lpKS0uJiIgwgiVAly5dSElJIT8/n/379xthrq6ujrKyMhYsWABAQUEBXl5eTJkyxem6jzzyCP369aOwsPCW469evZorV66watUqunXr5lRnt9s5fvw4CxcuBP5nyzwhIcGpXa9evRg+fDgff/wx9fX1BAUFsX//fgCSkpKc2iYmJrJ9+3b279+vcCkiIiK3x9/qym/3FL41tbW1AAwYMMClrnW1srS01Cgzm834+fnx+OOPA7By5UouXbqEh4eHU1+Hw8Hly5fp2rX9c8pHjx7lk08+4ZlnnmH48OEu9SdPnqSxsdEIvfPnz2f69OkEBwe7tL106RKAMV5RURGBgYFOK64Avr6+hIeHU1xc3O687kY6LS4iIiIdws/PD4Br16651NXX1wM3VytbWSwWRo4cibe3NwA9evRg4MCBLn0PHjzIhQsXGDFiRLtjb9q0CU9PT9LT09usN5vN9O/fn169egEQFBTEo48+6vKs5KlTpygqKmLAgAEEBgYCYLVa6d27d5vXDQ4O5urVqzQ0NLQ7t7uNwqWIiIh0iL59+xIYGMihQ4dcwlZ+fj4ANpsNgObmZo4dO2Y8b9me8vJy1qxZg4eHB6mpqW22OXXqFCUlJTzzzDPthkCLxfKVY1mtVuNZzbS0NKO8oaHBCM5f1npS/Pr167e89t1E4VJEREQ6hKenJ7Nnz+bixYtkZmZSWFhIZWUlubm5bN++nW7duuHpefOJvU8//ZRr167dMvCdOXOGjIwMPvvsM7Kzs3n00UfbbPd//s//ASA5ObnN+srKSs6fP3/LsaqqqkhPT6e6uprk5GRiY2ONOofD0W6/1rpbbdnfbfTMpYiISCfyvZ7ht3sK36qkpCTsdjvbt29n3rx5wM1DMitXrmTdunXGVrPFYqFv37488MADbV7HbDbz2muv0djYSHZ2NtOnT2+znd1ux2w28+ijj9K3b98221gsFgICAhg6dGib9SUlJWRnZ3Px4kWSkpLIzMx0qvf396epqanNvq3lAQEBbdbfjRQuRUREOpFveiL7TpCSksKMGTMoKyszDr20tLRQU1NjvJzcbDa3+VJ1gL179/Lmm2/StWtXVqxYwfjx49sd6/jx41y7do1x48a128ZisRAZGWmsmn7RRx99xOuvv47NZiMzM7PN1c+QkBDjsNKXWa1WgoKC8PHxaXf8u829s0YrIiIit90HH3zARx99hL+/P0OHDmXgwIF4eHhw7Ngx7HY7I0aMoKamhoqKija3qXfv3m28Sujtt9++ZbCEm6fAAaKiotqst9lsnDhxos0g++GHH/KTn/yEzz//nDfeeKPdbfXBgwdz+fJlKisrncqbmpooLy9vd0X0bqVwKSIiIh3mvffeY8WKFVy5csUoa2hoYMuWLfTs2ZNx48ZhNpvp1q0bw4YNc+p7+PBh1q9fz3333ceWLVvafKXQl5WWluLn59fulnhhYSE2m83pvZsA586dY/ny5Xh6epKTk8OYMWPaHWPChAkA7Nq1y6l8z5493Lhxg4kTJ37lPO8m2hYXERGRDpOamsqCBQuYN28eU6dOxeFwYDKZqKysZM2aNfj6+hpfyvnyNvXatWtxOBzExMRw9uxZzp4963L9L3+Z5/z58/Tq1avdAzVms5mBAwfSo0cPp/INGzZgs9kYNWoUVquVAwcOuPSNi4szvjc+adIkTCYTV69eJSoqipKSEvLy8oiJiSEuLu6fvEt3ti719fXtH3ESERERt6qrq6Nnz563exq31dGjR9m2bRtlZWV4enoyZMgQUlNTGTRoEHa7nfj4eLKyspg6darRp6amxuXLPO1d+4tiYmIYMGAAv/zlL9tsn5CQQHx8vNP7L5ubm4mNjcVut99yrLy8PEJCQow+u3btYt++fVitVoKDg5kwYQKzZs0yXkfkTp3570jhUkREpAN15lAgd47O/HekZy5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtPG/3BEREROTeUl5ezubNmyksLMThcPDwww/z0ksvMWrUKJe2J0+eZO7cuZhMJkJDQ6mvr2fr1q0cOnSIuro6AgICGDFiBHPnzuWhhx5y6nvhwgU2b96MxWLhypUrBAcHM2HCBObMmYO3t7fLWLW1tUyePJmNGzcSERFBU1MTO3bsID8/n+rqavz8/Bg6dCipqakMHjzYqW9LSwu5ubnk5eVRXV1N9+7dGT9+PHPmzMHX19et96+zU7gUERGRDlNSUkJGRgY3btzg+eefJywsjE8++YSsrCxeeeUVEhMTndpbLBbCwsIIDQ3FZrORnp5ORUUFkyZNYtCgQVRVVbF3716OHDnCtm3bCA8PB6ChoYGXX36Z2tpapkyZwsCBAzl+/Di//OUvKS0tJScnx2VuZrMZf39/hg0bhsPhYNGiRRQUFDBmzBhmzpzJ5cuX2bt3L2lpaaxfv57IyEij7+rVqzGZTDz99NO8+OKLnDlzhp07d3L69GlycnLo0qXLt3tjOxGFSxEREekwq1atorGxkZycHJ588kkAXnjhBZYuXcrbb79NdHQ0YWFhRnuz2Ux0dDQAu3fvpry8nCVLljBt2jSjTXx8PLNnz+add95h3bp1APzmN7+hqqqKH/3oR8yaNQuAhIQEVq5cyb59+zh8+LAxfiuLxUJERAReXl4cPHiQgoICUlJSyMjIMNpMmTKFmTNn8tZbb5GbmwtAcXExJpOJadOmsWTJEqNtSEgImzZtIj8/n7Fjx7rzNnZqeuZSREREOkRtbS2lpaVEREQ4BbsuXbqQkpKC3W5n//79RnldXR1lZWXGdnlBQQFeXl5MmTLF6bqPPPII/fr1o7Cw0Cj761//CsD3v/99p7ZxcXEAnD171qncbrdz/PhxY6yjR48CNwPpF/Xq1Yvhw4dTUVFBfX09gDHnpKQkp7aJiYn4+Pg4/aZ7gVYuRUREOpHf/OY3t3sK7Xruuee+Uf/a2loABgwY4FLXulpZWlpqlJnNZvz8/Hj88ccBWLlyJZcuXcLDw8Opr8Ph4PLly3Tt+j9rZg8++CAAf/7zn42tcoDz588D0LNnT6drnDx5ksbGRiP0zp8/n+nTpxMcHOwy10uXLgEY4xUVFREYGOi04grg6+tLeHg4xcXFbd+Qu5TCpYiISCditVpv9xS+NX5+fgBcu3bNpa51FbCurs4os1gsjBw50jh806NHD3r06OHS9+DBg1y4cIHRo0cbZVOnTuXDDz9k/fr1+Pj4MGDAAE6dOsX27dsJDw/n6aefdrqG2Wymf//+9OrVC4CgoCCCgoJcxjp16hRFRUUMGDCAwMBA4OZ/s969e7f5m4ODgykpKaGhoYGAgID2bs1dRdviIiIi0iH69u1LYGAghw4doqGhwakuPz8fAJvNBkBzczPHjh0znrdsT3l5OWvWrMHDw4PU1FSj3N/fn/T0dBwOB6+++irPPfccy5Yt4/777+ftt992OcFtsVi+ciyr1cqyZcsASEtLM8obGhqM4PxlreNcv379lte+myhcioiISIfw9PRk9uzZXLx4kczMTAoLC6msrCQ3N5ft27fTrVs3PD1vbqp++umnXLt27ZaB78yZM2RkZPDZZ5+RnZ3No48+atS9//77/OhHP8LhcLBgwQLWrFnDyy+/TF1dHWlpacYWPUBlZSXnz5+/5VhVVVWkp6dTXV1NcnIysbGxRp3D4Wi3X2vdF7fs73baFhcREZEOk5SUhN1uZ/v27cybNw+4eUhm5cqVrFu3zthqtlgs9O3blwceeKDN65jNZl577TUaGxvJzs5m+vTpTvXvvPMOPj4+bNu2jdDQUABiY2MZOXIk6enprFu3jn//9383xgoICGDo0KFtjlVSUkJ2djYXL14kKSmJzMxMp3p/f3+ampra7Ntafq9siYPCpYiISKfS1gGSu01KSgozZsygrKzMOPTS0tJCTU2N8XJys9nc5kvVAfbu3cubb75J165dWbFiBePHj3eqr6+vx2q1MmrUKCNYtho+fDgPPvggx44dM8osFguRkZHGqukXffTRR7z++uvYbDYyMzNJTk52aRMSEuK0EvpFVquVoKAgfHx8bn1T7iIKlyIiIp3INz2R3dl98MEHeHt7Exsb67RSeOTIEex2OyNGjKCmpoaKigoWLVrk0n/37t3GCufq1asZPny4SxtPT0+6dOnC559/3uYcWlpajO1qm83GiRMn2hzrww8/ZOnSpXh4ePDGG28wZsyYNq83ePBgTp8+TWVlpVOYbWpqory8nKioqFvflLvMvfMAgIiIiNx27733HitWrODKlStGWUNDA1u2bKFnz56MGzcOs9lMt27dGDZsmFPfw4cPs379eu677z62bNnSZrCEm1vQ/8//8/9w7Ngxzp0753KNv/3tbzzxxBMAFBYWYrPZXF6ofu7cOZYvX46npyc5OTntBkuACRMmALBr1y6n8j179nDjxg0mTpx465tyl9HKpYiIiHSY1NRUFixYwLx585g6dSoOhwOTyURlZSVr1qzB19fX+FLOl7ep165di8PhICYmhrNnz7q8CB3gmWeeAWDx4sWkpaWRlpZGQkICffr04dy5c+Tl5XH//fcbz02azWYGDhzo8oqjDRs2YLPZGDVqFFarlQMHDriMFRcXZ3xvfNKkSZhMJq5evUpUVBQlJSXk5eURExNjvLj9XtGlvr6+/SNOIiIi4lZ1dXUuL/C+1xw9epRt27ZRVlaGp6cnQ4YMITU1lUGDBmG324mPjycrK4upU6cafWpqaly+zNPetVv9/e9/Z+vWrRQUFHDlyhXuv/9+oqOj+eEPf2j8N0hISCA+Pp709HSjX3NzM7Gxsdjt9luOlZeXR0hIiNFn165d7Nu3D6vVSnBwMBMmTGDWrFkurz1yh878d6RwKSIi0oE6cyiQO0dn/jvSM5ciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jaet3sCIiIicm8pLy9n8+bNFBYW4nA4ePjhh3nppZcYNWqUS9uTJ08yd+5cTCYToaGh1NfXs3XrVg4dOkRdXR0BAQGMGDGCuXPn8tBDDzn1rampYfPmzRw+fBibzUbfvn158cUXeeaZZ9qcV21tLZMnT2bjxo1ERETQ1NTEjh07yM/Pp7q6Gj8/P4YOHUpqaiqDBw926tvS0kJubi55eXlUV1fTvXt3xo8fz5w5c/D19XXbvbsTKFyKiIhIhykpKSEjI4MbN27w/PPPExYWxieffEJWVhavvPIKiYmJTu0tFgthYWGEhoZis9lIT0+noqKCSZMmMWjQIKqqqti7dy9Hjhxh27ZthIeHA1BdXc3s2bO5fPkyEydOZNCgQRQWFrJ8+XJOnz5NVlaWy9zMZjP+/v4MGzYMh8PBokWLKCgoYMyYMcycOZPLly+zd+9e0tLSWL9+PZGRkUbf1atXYzKZePrpp3nxxRc5c+YMO3fu5PTp0+Tk5NClS5dv98Z2IgqXIiIi0mFWrVpFY2MjOTk5PPnkkwC88MILLF26lLfffpvo6GjCwsKM9mazmejoaAB2795NeXk5S5YsYdq0aUab+Ph4Zs+ezTvvvMO6desAyMnJ4dKlS/zkJz/h+eefB2D69On07t2bX//618TGxjJ8+HCnuVksFiIiIvDy8uLgwYMUFBSQkpJCRkaG0WbKlCnMnDmTt956i9zcXACKi4sxmUxMmzaNJUuWGG1DQkLYtGkT+fn5jB071p23sVPTM5ciIiLSIWprayktLSUiIsIIlgBdunQhJSUFu93O/v37jfK6ujrKysqM7fKCggK8vLyYMmWK03UfeeQR+vXrR2FhIQB2ux2z2cz3vvc9pxAKMHv2bABMJpNTud1u5/jx48ZYR48eBSAhIcGpXa9evRg+fDgVFRXU19cDGHNOSkpyapuYmIiPj4/Tb7oXaOVSRESkE8md+v/e7im068W8pK9udAu1tbUADBgwwKWudbWytLTUKDObzfj5+fH4448DsHLlSi5duoSHh4dTX4fDweXLl+na9eaaWX19PTabjf79+7tsR3/nO9/hu9/9LiUlJU7lJ0+epLGx0Qi98+fPZ/r06QQHB7vM9dKlSwDGeEVFRQQGBjqtuAL4+voSHh5OcXHxrW7LXUfhUkREpBOpOVl9u6fwrfHz8wPg2rVrLnWtq4B1dXVGmcViYeTIkXh7ewPQo0cPevTo4dL34MGDXLhwgdGjR3/lOC0tLXz22Wc0NTU5lZvNZvr370+vXr0ACAoKIigoyKX/qVOnKCoqYsCAAQQGBgJgtVrp3bt3m785ODiYkpISGhoaCAgIaLPN3Ubb4iIiItIh+vbtS2BgIIcOHaKhocGpLj8/HwCbzQZAc3Mzx44dM563bE95eTlr1qzBw8OD1NRUAAICAggPD+fUqVNUVzuH9T/+8Y80Nzcb47SyWCxfOZbVamXZsmUApKWlGeUNDQ1GoP2y1pPi169fv+W17yYKlyIiItIhPD09mT17NhcvXiQzM5PCwkIqKyvJzc1l+/btdOvWDU/Pm5uqn376KdeuXbtl4Dtz5gwZGRl89tlnZGdn8+ijjxp1aWlp2Gw2FixYwOHDh6mqquJ3v/sd//Zv/0ZgYKAxDkBlZSXnz5+/5VhVVVWkp6dTXV1NcnIysbGxRp3D4Wi3X2td6xb6vUDb4iIiItJhkpKSsNvtbN++nXnz5gE3D8msXLmSdevWGVvNFouFvn378sADD7R5HbPZzGuvvUZjYyPZ2dlMnz7dqf6pp57i9ddfZ/369SxYsACA++67jwULFvD73/+e8vJyo63FYiEgIIChQ4e2OVZJSQnZ2dlcvHiRpKQkMjMzner9/f1dttlbtZbfK1vioHApIiLSqfR+vO0wdTdJSUlhxowZlJWVGYdeWlpaqKmpMV5Objab23ypOsDevXt588036dq1KytWrGD8+PFttps8eTLjxo3j3LlzdO3alf79++Pt7c3WrVvp06eP0c5isRAZGem0mtnqo48+4vXXX8dms5GZmUlycrJLm5CQEOOw0pdZrVaCgoLw8fH5yvtyt1C4FBER6US+6Ynszu6DDz7A29ub2NhYp5XCI0eOYLfbGTFiBDU1NVRUVLBo0SKX/rt37zZWOFevXu3yrspWZrOZq1ev8swzzzh9TefPf/4zNTU1TJw4Ebj5jOeJEyfaHOvDDz9k6dKleHh48MYbbzBmzJg2xxo8eDCnT5+msrKS0NBQo7ypqYny8nKioqL+sZtzl7h3HgAQERGR2+69995jxYoVXLlyxShraGhgy5Yt9OzZk3HjxmE2m+nWrRvDhg1z6nv48GHWr1/Pfffdx5YtW9oNlnAzxP7sZz/jr3/9q1Fmt9vZsGEDPj4+xvsrCwsLsdlsTu/dBDh37hzLly/H09OTnJycdoMlwIQJEwDYtWuXU/mePXu4ceOGEWTvFVq5FBERkQ6TmprKggULmDdvHlOnTsXhcGAymaisrGTNmjX4+voaX8r58jb12rVrcTgcxMTEcPbsWc6ePety/dbvhr/00kv84Q9/YP78+bzwwgv4+vpy4MABioqKWLp0qfFKI7PZzMCBA11ecbRhwwZsNhujRo3CarVy4MABl7Hi4uKM741PmjQJk8nE1atXiYqKoqSkhLy8PGJiYoiLi3PT3bszdKmvr2//iJOIiIi4VV1dHT179rzd07itjh49yrZt2ygrK8PT05MhQ4aQmprKoEGDsNvtxMfHk5WVxdSpU40+NTU1Ll/mae/arUpKStiyZQslJSV8/vnnDBw4kJSUFJ544gmjTUJCAvHx8aSnpxtlzc3NxMbGYrfbbzlWXl4eISEhRp9du3axb98+rFYrwcHBTJgwgVmzZhmvI3Knzvx3pHApIiLSgTpzKJA7R2f+O9IzlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNp63ewIiIiJybykvL2fz5s0UFhbicDh4+OGHeemllxg1apRL25MnTzJ37lxMJhOhoaFcu3aNX/3qV3z44YdYrVZ69erFpEmTSE5OxtPTOdY0NTWxc+dODh48SF1dHb169WLq1KnMnDkTDw8Pl7Fqa2uZPHkyGzduJCIigqamJnbs2EF+fj7V1dX4+fkxdOhQUlNTGTx4sFPflpYWcnNzycvLo7q6mu7duzN+/HjmzJmDr6+ve29gJ6eVSxEREekwJSUlpKamYrFYePbZZ0lPT8fLy4usrCz27Nnj0t5isRAWFkZoaCjNzc1kZWXx61//mpEjR5KVlcXgwYPZtGkTixYtcur3+eef85Of/IRf/vKXDB8+nFdeeYX+/fuzYcMGVq1a1ebczGYz/v7+DBs2DIfDwaJFi9ixYwcDBw7klVdeITExkdLSUtLS0jh69KhT39WrV7N+/Xr69evHwoULeeKJJ9i5cyeLFy/G4XC47wbeAbRyKSIiIh1m1apVNDY2kpOTw5NPPgnACy+8wNKlS3n77beJjo4mLCzMaG82m4mOjgbgwIEDfPrpp/zLv/wL/+t//S8Ann/+eQICAvjP//xPjh49SmRkJAD//d//jcVi4Uc/+hGzZs0CYNq0afzbv/0bJpOJKVOmuKw+WiwWIiIi8PLy4uDBgxQUFJCSkkJGRobRZsqUKcycOZO33nqL3NxcAIqLizGZTEybNo0lS5YYbUNCQti0aRP5+fmMHTvW3bey09LKpYiIiHSI2tpaSktLiYiIMIIlQJcuXUhJScFut7N//36jvK6ujrKyMmO7vKGhgf79+/Pcc885XfeJJ54A4PTp00bZb3/7W7y8vJgxY4ZT29ZQ+sVxAOx2O8ePHzfGal2ZTEhIcGrXq1cvhg8fTkVFBfX19U7XSkpKcmqbmJiIj4+Py1h3O61cioiIdCJj91tv9xTa9cGk4G/Uv7a2FoABAwa41LWuVpaWlhplZrMZPz8/Hn/8cQBmzpzJzJkzXfqeOXMGgAceeMAoKyoqIjw8HD8/P6e2oaGhfPe736W4uNip/OTJkzQ2Nhqhd/78+UyfPp3gYNfffOnSJQC6du1qjBUYGOi04grg6+tLeHi4y1h3O4VLERGRTuRYnf12T+Fb0xr0rl275lLXugpYV1dnlFksFkaOHIm3t7dLe5vNRnV1NX/84x/55S9/yWOPPUZcXBxw8yDP1atXjVD6ZcHBwVRVVTmVmc1m+vfvT69evQAICgoiKCjIpe+pU6coKipiwIABBAYGAmC1Wundu3e7Y5WUlNDQ0EBAQECbbe422hYXERGRDtG3b18CAwM5dOgQDQ0NTnX5+fnAzdAI0NzczLFjx4znLb8sLy+PGTNmsGnTJr7zne/w4x//GC8vLwDj2v7+/m329fX15fr1605lFoul3bFaWa1Wli1bBkBaWppR3tDQ4LJC+sWxAJfx7mYKlyIiItIhPD09mT17NhcvXiQzM5PCwkIqKyvJzc1l+/btdOvWzXid0Keffsq1a9faDXyDBw9mzZo1vPrqq3h7e5Oamsonn3wCYJzObu+UtsPhcHoVUWVlJefPn79luKyqqiI9PZ3q6mqSk5OJjY11ul57Wutat9DvBdoWFxERkQ6TlJSE3W5n+/btzJs3D7h5SGblypWsW7fO2Gq2WCz07dvX6TnKL3rssceM/x8bG0tiYiJvvvkmMTExxoplU1NTm32bmpro1q2b8W+LxUJAQABDhw5ts31JSQnZ2dlcvHiRpKQkMjMzner9/f1vORZwz2yJg8KliIhIpxLR0+t2T+Fbl5KSwowZMygrKzMOvbS0tFBTU2O8HshsNrf5UvW2tJ7g/uSTT6ivrzeel7Ra2z4cZbVanUKrxWIhMjLS5SXsAB999BGvv/46NpuNzMxMkpOTXdqEhIQYh5XaGisoKAgfH59/6LfcDRQuRUREOpFveiK7s/vggw/w9vYmNjbWaaXwyJEj2O12RowYQU1NDRUVFS4vRs/KyuLPf/4ze/fudQmCjY2NdO3a1Tj889hjj3H8+HGampqcvpBTWVlJfX0948ePB24+43nixAmXsQA+/PBDli5dioeHB2+88QZjxoxp8zcNHjyY06dPU1lZSWhoqFHe1NREeXk5UVFR/+RdurPdOw8AiIiIyG333nvvsWLFCq5cuWKUNTQ0sGXLFnr27Mm4ceMwm81069aNYcOGOfV94IEHqK6uZt++fU7lJ0+e5OTJk0RERBhb4hMmTMBmsxkvOm+1a9cuACZNmgRAYWEhNpvN6b2bAOfOnWP58uV4enqSk5PTbrBsHeuL1261Z88ebty4wcSJE7/qttxVtHIpIiIiHSY1NZUFCxYwb948pk6disPhwGQyUVlZyZo1a/D19TW+lPPl1cmXX34Zi8XCmjVrOHPmDA8//DB//vOfMZlMBAUFsXjxYqPtuHHj+M1vfsOmTZuoqqpi0KBBHDlyhP/+7//mhRde4OGHHwZubr8PHDiQHj16OI21YcMGbDYbo0aNwmq1cuDAAZffEhcXZ3xvfNKkSZhMJq5evUpUVBQlJSXk5eURExNjvCLpXtGlvr7+3vrgpYiIyG1UV1dHz549b/c0bqujR4+ybds2ysrK8PT0ZMiQIaSmpjJo0CDsdjvx8fFkZWUxdepUl76XL19my5YtfPLJJ1y6dIn777+fUaNG8fLLL7vc1+vXr7N161Z+//vfU19fT0hICNOmTePFF180Tm8nJCQQHx9Penq60a+5uZnY2Fjs9lu/czQvL4+QkBCjz65du9i3bx9Wq5Xg4GAmTJjArFmznLbl3aUz/x0pXIqIiHSgzhwK5M7Rmf+O9MyliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiI3BZFRUVERUVx4sQJl7qamhqWL1/Os88+y+jRo5kzZw4ff/xxu9f63e9+x/e//32amppc6qqqqoiNjWX//v3t9q+trSUyMpJjx44B0NTUxObNm0lISCA6OpoxY8aQlZVFUVGRS9+WlhbeffddZsyYQUxMDM899xybNm1qcy73AoVLERER6XB//etfWbx4MZ9//rlL3YULF5g7dy4ff/wxkydPJjMzk+bmZl599VXef//9Nq9nsVh4/PHH8fX1dSq/dOkSWVlZXL9+/ZbzMZvN+Pv7M2zYMBwOB4sWLWLHjh0MHDiQV155hcTEREpLS0lLS+Po0aNOfVevXs369evp168fCxcu5IknnmDnzp0sXrwYh8PxT96ZO5/n7Z6AiIiI3Fv+8Ic/8POf/5yrV6+2Wb9t2zZqamrYunUrQ4cOBWDy5MnMmTOHtWvXEhsbi5+fn9G+paWFI0eO8PLLLztd5+TJkyxbtoza2tqvnJPFYiEiIgIvLy8OHjxIQUEBKSkpZGRkGG2mTJnCzJkzeeutt8jNzQWguLgYk8nEtGnTWLJkidE2JCSETZs2kZ+fz9ixY//xm3MX0MqliIiIdJisrCx+/OMfc//99zNu3DiX+paWFt5//32GDBliBEsAHx8fEhMTqa+v59ChQ059iouLuXr1KtHR0UbZ6tWrmTt3Lg6Hg2nTpt1yTna7nePHjzNq1CgAY2UyISHBqV2vXr0YPnw4FRUV1NfXAxhb7UlJSU5tExMT8fHxueVW/N1KK5ciIiKdiN+KjK9udJtcX7bpG1/jL3/5CxkZGfzgBz/gV7/6lUv9n//8ZxobGxk8eLBL3WOPPQbcfFbzi6uBZrOZPn36EBYWZpSdO3eO5ORk5syZwx//+EdMJlO7czp58iSNjY08+eSTAMyfP5/p06cTHBzs0vbSpUsAdO3a1ZhLYGCg09gAvr6+hIeHU1xc3O64dyuFSxERkU7Eo7zkdk/hW5Wbm4u3t3e79VarFYDevXu71LWGvaqqKqdyi8XitGoJsHHjxluO80Vms5n+/fvTq1cvAIKCgggKCnJpd+rUKYqKihgwYACBgYHGfNuaa+t8S0pKaGhoICAg4B+ay91A2+IiIiLSYb4q8DU0NAA4PVPZqvWwzhdPYV+4cIGzZ88aW9r/6Dhf1FY4/TKr1cqyZcsASEtLc5pvW3P94ny/6jDR3UbhUkRERDqN1tPVtzpl3bolDXD48GG8vb0ZPnz41xqvsrKS8+fP3zJcVlVVkZ6eTnV1NcnJycTGxrrMty2tdV+c773g3vq1IiIi0ql169YNAJvN5lLXumL5xS1ms9nMyJEj8fHx+VrjWSwWAgICnA4PfVFJSQmpqan87W9/IykpiczMTKd6f3//dt9n2dZ87wV65lJERKQTaQkfdLuncFuFhIQAtPn6oNay1mcjm5ubOXr0KOnp6V97PIvFQmRkJJ6erpHoo48+4vXXX8dms5GZmUlycnKb823vVUdWq5WgoKCvHXzvVAqXIiIinYg7TmTfyR588EECAgLaPGXdWjZkyBAA/vSnP9HQ0PCVz0u2x2azceLECRYtWuRS9+GHH7J06VI8PDx44403GDNmTJvXGDx4MKdPn6ayspLQ0FCjvKmpifLycqKior7W3O5k2hYXERGRTsPT05OxY8fy6aef8qc//ckot9ls7Nmzh+7duxth0mKx8OCDDzqFun9GYWEhNpvNeAVRq3PnzrF8+XI8PT3JyclpN1gCTJgwAYBdu3Y5le/Zs4cbN24wceLErzW3O5lWLkVERKRT+eEPf8jHH3/MggUL+MEPfkD37t35r//6L8rLy/nXf/1XY5v5HznlfStms5mBAwfSo0cPp/INGzZgs9kYNWoUVquVAwcOuPSNi4vDz8+PoUOHMmnSJEwmE1evXiUqKoqSkhLy8vKIiYkhLi7ua8/vTqVwKSIiIp1Kjx492LZtGxs3biQ3N5fm5mbCw8NZu3at8cohq9VKWVkZCxcu/NrjHD58mPj4eKey5uZmCgsLgZvh02w2t9k3Ly/PeAXRT3/6U/r06cO+ffv4+OOPCQ4OZs6cOcyaNYsuXbp87fndqbrU19ffe19UFxERuU3q6uro2bPn7Z6G3OE689+RnrkUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQREZHboqioiKioKE6cOOFSV1NTw/Lly3n22WcZPXo0c+bM4eOPP273Wr/73e/4/ve/T1NTEwDV1dX87Gc/49lnn+XJJ5/k2WefZeXKldTV1bXZv7a2lsjISI4dOwZAU1MTmzdvJiEhgejoaMaMGUNWVhZFRUUufVtaWnj33XeZMWMGMTExPPfcc2zatMmYy71G4VJEREQ63F//+lcWL17M559/7lJ34cIF5s6dy8cff8zkyZPJzMykubmZV199lffff7/N61ksFh5//HF8fX25fPkyqamp5OfnEx8fz6JFi3jqqad4//33mT17NhcuXHDpbzab8ff3Z9iwYTgcDhYtWsSOHTsYOHAgr7zyComJiZSWlpKWlsbRo0ed+q5evZr169fTr18/Fi5cyBNPPMHOnTtZvHgxDofDPTfsDuJ5uycgIiIi95Y//OEP/PznP+fq1att1m/bto2amhq2bt3K0KFDAZg8eTJz5sxh7dq1xMbG4ufnZ7RvaWnhyJEjvPzyywD84he/4MKFC+Tk5PDkk08a7Z544gleffVVfvnLX7J48WKnMS0WCxEREXh5eXHw4EEKCgpISUkhIyPDaDNlyhRmzpzJW2+9RW5uLgDFxcWYTCamTZvGkiVLjLYhISFs2rSJ/Px8xo4d+w3v2J1FK5ciIiLSYbKysvjxj3/M/fffz7hx41zqW1paeP/99xkyZIgRLAF8fHxITEykvr6eQ4cOOfUpLi7m6tWrREdHA1BQUEBoaKhTsAQYPXo0AQEBFBYWOpXb7XaOHz/OqFGjAIyVyYSEBKd2vXr1Yvjw4VRUVFBfXw/A/v37AUhKSnJqm5iYiI+Pj1F/L9HKpYiISCdy/fjC2z2FdvmNXP+Nr/GXv/yFjIwMfvCDH/CrX/3Kpf7Pf/4zjY2NDB482KXuscceA24+q/nF1UCz2UyfPn0ICwsDYMuWLTQ2Nrr0v379OtevX6drV+e1tZMnT9LY2GiE0fnz5zN9+nSCg4NdrnHp0iUA4xpFRUUEBgYaY7fy9fUlPDyc4uLidu/F3UrhUkREpBP5/Orp2z2Fb1Vubi7e3t7t1lutVgB69+7tUtca9qqqqpzKLRaLsWoJN1cY27J7925aWloYOXKkU7nZbKZ///5Gv6CgIIKCglz6nzp1iqKiIgYMGEBgYKAx37bm2jrfkpISGhoaCAgIaLPN3Ujb4iIiItJhbhUsARoaGgCcnqls5evrC+B0CvvChQucPXvW2NJuz7Fjx9i+fTvdunVz2cL+cjhti9VqZdmyZQCkpaU5zbetuX5xvtevX7/lte82CpciIiLSabSerr7VKesvbmsfPnwYb29vhg8f3m77I0eOkJ2dzeeff87PfvYzp5XNyspKzp8/f8twWVVVRXp6OtXV1SQnJxMbG+sy31v9li9vw9/t7q1fKyIiIp1at27dALDZbC51rSuWX9xiNpvNjBw5Eh8fnzav91//9V+88sortLS08K//+q+MHj3aqd5isRAQEOB0eOiLSkpKSE1N5W9/+xtJSUlkZmY61fv7+7f7Psu25nsv0DOXIiIinUjXwEdu9xRuq5CQEODmS82/rLWsdeWxubmZo0ePkp6e3ua1Nm/ezI4dOwgICGDVqlVERES4tLFYLERGRuLp6RqJPvroI15//XVsNhuZmZkkJye3Od+25go3t9KDgoLaDb53K4VLERGRTsQdJ7LvZA8++CABAQFtnrJuLRsyZAgAf/rTn2hoaGhzS3vt2rXs2bOH3r17s27dOsLDw13a2Gw2Tpw4waJFi1zqPvzwQ5YuXYqHhwdvvPEGY8aMaXO+gwcP5vTp01RWVhIaGmqUNzU1UV5eTlRU1D/2w+8i2hYXERGRTsPT05OxY8fy6aef8qc//ckot9ls7Nmzh+7duxth0mKx8OCDDzqFOgCTycSePXvo06cP27ZtazNYAhQWFmKz2Vzeh3nu3DmWL1+Op6cnOTk57QZLgAkTJgCwa9cup/I9e/Zw48YNJk6c+I//+LuEVi5FRESkU/nhD3/Ixx9/zIIFC/jBD35A9+7d+a//+i/Ky8v513/9V2Obua1T3tevX2fjxo0AxMXFtfndcj8/P+Li4jCbzQwcOJAePXo41W/YsAGbzcaoUaOwWq0cOHDA5RpxcXH4+fkxdOhQJk2ahMlk4urVq0RFRVFSUkJeXh4xMTHExcW56a7cORQuRUREpFPp0aMH27ZtY+PGjeTm5tLc3Ex4eDhr1641XjlktVopKytj4cKFTn1LS0uNz0r++te/bvP6DzzwAHFxcRw+fJj4+HinuubmZuMLPmazGbPZ3OY18vLyjFcQ/fSnP6VPnz7s27ePjz/+mODgYObMmcOsWbPo0qXL174Pd6ou9fX1994X1UVERG6Turo6evbsebunIXe4zvx3pGcuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRETktigqKiIqKooTJ0641NXU1LB8+XKeffZZRo8ezZw5c/j444/bvdbvfvc7vv/979PU1ATApUuX+Pd//3eee+45YmJi+MEPfsDevXtxOBxt9q+trSUyMpJjx44B0NTUxObNm0lISCA6OpoxY8aQlZVFUVGRS9+WlhbeffddZsyYQUxMDM899xybNm0y5nKvUbgUERGRDvfXv/6VxYsX8/nnn7vUXbhwgblz5/Lxxx8zefJkMjMzaW5u5tVXX+X9999v83oWi4XHH38cX19fGhoamDt3Lr/97W95+umnWbhwISEhIaxatYo1a9a02d9sNuPv78+wYcNwOBwsWrSIHTt2MHDgQF555RUSExMpLS0lLS2No0ePOvVdvXo169evp1+/fixcuJAnnniCnTt3snjx4nbD7N3M83ZPQERERO4tf/jDH/j5z3/O1atX26zftm0bNTU1bN26laFDhwIwefJk5syZw9q1a4mNjcXPz89o39LSwpEjR3j55ZcBePfddzl//jw///nPGTt2LAAJCQlkZ2ezd+9eEhMTCQsLcxrTYrEQERGBl5cXBw8epKCggJSUFDIyMow2U6ZMYebMmbz11lvk5uYCUFxcjMlkYtq0aSxZssRoGxISwqZNm8jPzzfmcK/QyqWIiIh0mKysLH784x9z//33M27cOJf6lpYW3n//fYYMGWIESwAfHx8SExOpr6/n0KFDTn2Ki4u5evUq0dHRANy4cYNBgwYxZswYp3ZPPPEEDoeDM2fOOJXb7XaOHz/OqFGjAIyVyYSEBKd2vXr1Yvjw4VRUVFBfXw/A/v37AUhKSnJqm5iYiI+Pj1F/L9HKpYiISCfyH79dcbun0K60icu+8TX+8pe/kJGRwQ9+8AN+9atfudT/+c9/prGxkcGDB7vUPfbYY8DNZzW/uBpoNpvp06ePsRr5L//yL22O3RoqQ0JCnMpPnjxJY2MjTz75JADz589n+vTpBAcHu1zj0qVLAHTt2tWYS2BgoMtKqK+vL+Hh4RQXF7c5l7uZwqWIiEgn8re68ts9hW9Vbm4u3t7e7dZbrVYAevfu7VLXGvaqqqqcyi0Wi7Fq+WXXr1+nsrKS3/3ud+zbt4/Y2FgjpLYym83079+fXr16ARAUFERQUJDLtU6dOkVRUREDBgwgMDDQmG9bc22db0lJCQ0NDQQEBLT7m+82CpciIiLSYW4VLAEaGhoAnJ6pbOXr6wvgdAr7woULnD171unZyC/6xS9+we7duwH43ve+x8KFC13aWCwWYmNjbzkvq9XKsmU3V27T0tKc5vvlVcsvz/f69ev3VLjUM5ciIiLSabSerr7VKevWLWmAw4cP4+3tzfDhw9ts+/3vf58333yTH/3oR1y5coXk5GRKSkqM+srKSs6fP9/uyifcXClNT0+nurqa5ORkpyB6q3m21n1xvveCe+vXioiISKfWrVs3AGw2m0td64rlF1cBzWYzI0eOxMfHp83rRUREMHr0aGbNmsXGjRtpamri7bffNuotFgsBAQFOh4e+qKSkhNTUVP72t7+RlJREZmamU72/v3+777Nsa773Am2Li4iIdCLf6xl+u6dwW7UetqmtrXWpay1rfTayubmZo0ePkp6e/g9d++GHH6Zv376UlpYaZRaLhcjISDw9XSPRRx99xOuvv47NZiMzM5Pk5OQ259vWXOHmVnpQUFC7wfdupXApIiLSibjjRPad7MEHHyQgIKDNU9atZUOGDAHgT3/6Ew0NDU5b2g6Hg5deeglvb29++ctfulzj2rVrRtiz2WycOHGCRYsWubT78MMPWbp0KR4eHrzxxhsurzVqNXjwYE6fPk1lZSWhoaFGeVNTE+Xl5URFRf0Tv/7uoG1xERER6TQ8PT0ZO3Ysn376KX/605+McpvNxp49e+jevbsRJi0WCw8++KBTqOvSpQs9e/akqKiII0eOOF37/fffp7q6mri4OAAKCwux2WzGK4hanTt3juXLl+Pp6UlOTk67wRJgwoQJAOzatcup/P9n797jqq4S/f+/FOQijBmCGviVSbqKeNRRIhRxRiE10bHIjCwTb0EnlfGWNulvvNQZTTQnbRzpjHk6o8w5HtTUrJNZHPcG78YBKwRvHQiRsT2Iyk5g//7gsT/jbm/s4k42+X4+HvPw0bp81vp8hj/ej7U+67M3b97M119/zcMPP/z9H0ILp5VLERER8SiTJ08mNzeX6dOnk5KSQlBQENu3b6e0tJQlS5YYK49NfYJoxowZ/O///i9z587l0UcfpUuXLhQVFbFz507Cw8ONbXSTycQ999xDcHCwQ//Vq1djtVrp378/lZWVvPvuu05jDBo0CH9/f3r27MmIESPIycmhurqamJgYjh8/ztatW4mLizOC7K1E4VJEREQ8SnBwMFlZWaxZs4bs7Gzq6uqIiIggMzPT+BWdyspKSkpKXH5aKDw8nLfeeos//vGP7Nixg4sXL9KpUydSUlJITU01Dtjk5eUxZMgQh751dXUcOXIEaAyfJpPJ5Ry3bt1qfC5p/vz5dOnShXfeeYfc3Fw6duxIamoq48ePp1WrVu56LC1GK4vFcuv9orqIiEgzOX/+PCEhIc09DWnhPPnvSO9cioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIhIsygsLCQmJobDhw871VVUVLBw4UKGDx/OwIEDSU1NJTc3t8lr7dq1iwEDBlBbW+uy/re//S3R0dGUl5e7rD937hzR0dEcPHgQgNraWt544w0effRRYmNjGTx4MBkZGRQWFjr1ra+v5y9/+QtjxowhLi6OUaNGsXbt2ibn8lOncCkiIiI33dmzZ5kzZw4NDQ1OdVVVVUydOpXc3FySkpKYNm0adXV1zJo1i927d7u8ntlspnfv3vj5+TnV7dq1i/fff/+68zGZTLRt25ZevXphs9mYPXs2f/7zn7nnnnv4zW9+w9ixY/n000+ZMmUKBw4ccOi7bNkyVq1aRbdu3ZgxYwYPPPAAb731FnPmzMFms32Pp/LT4N3cExAREZFby969e1m6dCnV1dUu67OysqioqGD9+vX07NkTgKSkJFJTU8nMzCQ+Ph5/f3+jfX19Pfn5+UyaNMnpWuXl5SxfvhwfHx++/vrrJudkNpvp168fbdq04b333mP//v0888wzpKenG21GjhzJE088wYoVK8jOzgagqKiInJwcRo8ezbx584y2oaGhrF27lg8++ICEhITv94BaOK1cioiIyE2TkZHB3Llz6dChA4mJiU719fX17N69m6ioKCNYAvj6+jJ27FgsFgv79u1z6FNUVER1dTWxsbFO11q4cCFdunThl7/8ZZNzunr1KocOHaJ///4Axsrko48+6tCuU6dO9OnTh1OnTmGxWADYsWMHAE8++aRD27Fjx+Lr62vU30q0cikiIuJBtm3b1txTaNKoUaNu+BqnT58mPT2dlJQUNmzY4FR/8uRJLl++TI8ePZzqIiMjgcZ3Na9dDTSZTHTp0oWuXbs6tN+wYQOfffYZb731Fv/2b//W5JyOHj3K5cuXefDBBwF4/vnnSU5OpmPHjk5tL1y4AEDr1q2NubRr185pbD8/PyIiIigqKmpy3J8qhUsREREPUllZ2dxT+FFlZ2fj4+PTZL39/jt37uxUZw973zyUYzabnVYtCwsLycrKYsaMGXTr1u26czKZTNx111106tQJgPbt29O+fXundp988gmFhYXcfffdtGvXzpivq7na53v8+HFqamoIDAy87hx+SrQtLiIiIjfN9YIlQE1NDYDDO5V29sM6157Crqqqori42NjSBrh8+TILFy7kF7/4BWPGjPnWObkKp99UWVnJggULAJgyZYrDfF3N9dr5Xrly5Vvn8FOilUsRERHxGPbT1dc7ZW3fkgbIy8vDx8eHPn36GGUrVqzg73//O2+88QatWrW67nhlZWWcOXPmuuGyvLyc559/ni+//JJx48YRHx/vNN/r3cu1870V3Fp3KyIiIh4tICAAAKvV6lRnX7G8dovZZDLRt29ffH19gcaT6O+88w7PPvssPj4+WCwWLBYLV69eBeDixYvGYRxoXLUMDAx0ODx0rePHjzNx4kS++OILnnzySaZNm+ZQ37Zt2ya/Z+lqvrcCrVyKiIh4EFeHSG4loaGhQONHzb/JXmZ/N7Kuro4DBw6QlpZmtLF/aH3ZsmUsW7bM6RpPPfUU8I8T4WazmejoaLy9nSPRxx9/zEsvvYTVamXatGmMGzfO5XxdzRUat9Lbt29vBN9bhcKliIiIB3HHieyWLDw8nMDAQJenrO1lUVFRABQUFFBTU+Owpf3UU08xbNgwp77/9m//xv79+1m0aBFBQUFA4+ro4cOHmT17tlP7Dz/8kBdffBEvLy9efvllBg8e7HK+PXr04LPPPqOsrIywsDCjvLa2ltLSUmJiYr7H3f80aFtcREREPIa3tzcJCQkcO3aMgoICo9xqtbJ582aCgoKMMGk2mwkPD3cIdd26dSM6Otrpf8HBwQD07NmT6OhoAI4cOYLVajU+QWR34sQJFi5ciLe3N6+99lqTwRJg6NChAGzcuNGhfPPmzXz99dc8/PDDN/A0WiatXIqIiIhHmTx5Mrm5uUyfPp2UlBSCgoLYvn07paWlLFmyxNhm/i6nvK/HZDJxzz33GMHTbvXq1VitVvr3709lZSXvvvuuU99Bgwbh7+9Pz549GTFiBDk5OVRXVxMTE8Px48fZunUrcXFxDBo06AfPr6VSuBQRERGPEhwcTFZWFmvWrCE7O5u6ujoiIiLIzMw0PjlUWVlJSUkJM2bM+MHj5OXlMWTIEIeyuro6jhw5AjSGT5PJ5LLv1q1bjU8QzZ8/ny5duvDOO++Qm5tLx44dSU1NZfz48d96Wv2nqJXFYrn1flFdRESkmZw/f56QkJDmnoa0cJ78d6R3LkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERKRZFBYWEhMTw+HDh53qKioqWLhwIcOHD2fgwIGkpqaSm5vb5LV27drFgAEDqK2tBeDNN98kOjra5f/+9Kc/OfU/d+4c0dHRHDx4EIDa2lreeOMNHn30UWJjYxk8eDAZGRkUFhY69a2vr+cvf/kLY8aMIS4ujlGjRrF27VpjLrca7+aegIiIiNx6zp49y5w5c2hoaHCqq6qqYurUqVRXVzNmzBhCQkLYvn07s2bNYtGiRQwdOtSpj9lspnfv3vj5+QFQUlKCv78/L7zwglPbu+66y6nMZDLRtm1bevXqhc1mY/bs2ezfv5/BgwfzxBNP8NVXX7FlyxamTJnCqlWriI6ONvouW7aMnJwcfvWrX/H444/z+eef89Zbb/HZZ5/x2muv0apVqxt5VC2OwqWIiIjcVHv37mXp0qVUV1e7rM/KyqKiooL169fTs2dPAJKSkkhNTSUzM5P4+Hj8/f2N9vX19eTn5zNp0iSj7MSJE3Tr1o1hw4Z9pzmZzWb69etHmzZteO+999i/fz/PPPMM6enpRpuRI0fyxBNPsGLFCrKzswEoKioiJyeH0aNHM2/ePKNtaGgoa9eu5YMPPiAhIeG7P5yfAG2Li4iIyE2TkZHB3Llz6dChA4mJiU719fX17N69m6ioKCNYAvj6+jJ27FgsFgv79u1z6FNUVER1dTWxsbFA45b2//3f/9GtW7fvNKerV69y6NAh+vfvD8CBAwcAePTRRx3aderUiT59+nDq1CksFgsAO3bsAODJJ590aDt27Fh8fX2N+luJVi5FREQ8SPav/725p9Ckx7c++e2NvsXp06dJT08nJSWFDRs2ONWfPHmSy5cv06NHD6e6yMhIoPFdzWtXA00mE126dKFr164AlJaW0tDQQEREBABWqxUvLy+8vV3HnqNHj3L58mUefPBBAJ5//nmSk5Pp2LGjU9sLFy4A0Lp1a2Mu7dq1M8a28/PzIyIigqKious+j58ihUsREREPUnH0y+aewo8qOzsbHx+fJusrKysB6Ny5s1OdPeyVl5c7lJvNZmPVEhq3xAE+//xzxowZw5kzZ2jdujW9evVixowZ3HvvvQ79TSYTd911F506dQKgffv2tG/f3mn8Tz75hMLCQu6++27atWtnzNfVXO3zPX78ODU1NQQGBjZ5zz812hYXERGRm+Z6wRKgpqYGwOGdSjv7YZ1rT2FXVVVRXFxsbGnDP8LlsWPHePTRR1m+fDkTJ07ks88+Y/LkyRw/ftzhut8Mp65UVlayYMECAKZMmeIwX1dzvXa+V65cue61f2q0cikiIiIew2azOfzrin1LGiAvLw8fHx/69OljlMXExBAQEEBKSoqxAjlw4EBiY2OZOHEimZmZZGVlAVBWVsaZM2euGy7Ly8t5/vnn+fLLLxk3bhzx8fFO873evVw731uBwqWIiIh4jICAAKDxPclvsq9YXrvFbDKZ6Nu3L76+vkZZXFwccXFxTv27d+9OVFQUn3zyCZcuXSIgIACz2UxgYKDD4aFrHT9+nJkzZ/K3v/2NJ598kmnTpjnUt23btsnvWbqa761A4VJERMSDdO59R3NPoVmFhoYCjR81/yZ7mf3dyLq6Og4cOEBaWtp3vn5QUBA2m40rV64Y4TI6OtrlYZ+PP/6Yl156CavVyrRp0xg3bpzL+bqaKzRupbdv394h+N4KFC5FREQ8iDtOZLdk4eHhBAYGujxlbS+LiooCoKCggJqaGoctbZvNxoQJEwBcnkY/deoUAQEB3H777VitVg4fPszs2bOd2n344Ye8+OKLeHl58fLLLzN48GCX8+3RowefffYZZWVlhIWFGeW1tbWUlpYSExPz3W/+J+LWeglAREREPJq3tzcJCQkcO3aMgoICo9xqtbJ582aCgoKMMGk2mwkPD3cIda1ateK2227j+PHjfPzxxw7X3rlzJ6dOnWLYsGF4eXlx5MgRrFar8QkiuxMnTrBw4UK8vb157bXXmgyWgPFrQRs3bnQo37x5M19//TUPP/zwD3sQLZhWLkVERMSjTJ48mdzcXKZPn05KSgpBQUFs376d0tJSlixZYmwzN3XKe/r06RQWFvLb3/6W0aNH8/Of/5yioiJ27txJt27djG10k8nEPffcQ3BwsEP/1atXY7Va6d+/P5WVlbz77rtOYwwaNAh/f3969uzJiBEjyMnJobq6mpiYGI4fP87WrVuJi4tj0KBB7n9AHk7hUkRERDxKcHAwWVlZrFmzhuzsbOrq6oiIiCAzM9P45FBlZSUlJSXMmDHDqX+3bt146623WLduHe+99x4XL14kJCSElJQUJkyYwM9+9jOg8aT5kCFDHPrW1dVx5MgRoDF8mkwml3PcunWr8Qmi+fPn06VLF9555x1yc3Pp2LEjqampjB8//pb7XXGAVhaLpekz9CIiIuJW58+fJyQkpLmnIS2cJ/8d6Z1LEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERFpFoWFhcTExHD48GGnuoqKChYuXMjw4cMZOHAgqamp5ObmNnmtXbt2MWDAAGpra42y3bt3k5qaysCBAxk6dChz5szhzJkzLvufO3eO6OhoDh48CEBtbS1vvPEGjz76KLGxsQwePJiMjAwKCwud+tbX1/OXv/yFMWPGEBcXx6hRo1i7dq3DXG4lCpciIiJy0509e5Y5c+bQ0NDgVFdVVcXUqVPJzc0lKSmJadOmUVdXx6xZs9i9e7fL65nNZnr37o2fnx8A69atY8GCBbRp04Zp06bx61//moMHDzJx4kTKy8ud+ptMJtq2bUuvXr2w2WzMnj2bP//5z9xzzz385je/YezYsXz66adMmTKFAwcOOPRdtmwZq1atolu3bsyYMYMHHniAt956izlz5mCz2dzwtFoW7+aegIiIiNxa9u7dy9KlS6murnZZn5WVRUVFBevXr6dnz54AJCUlkZqaSmZmJvHx8fj7+xvt6+vryc/PZ9KkSQB89tln/PnPfyYuLo5ly5bh5eUFQHR0NM8++yxvvfUW8+bNcxjTbDbTr18/2rRpw3vvvcf+/ft55plnSE9PN9qMHDmSJ554ghUrVpCdnQ1AUVEROTk5jB492uGaoaGhrF27lg8++ICEhAQ3PLWWQyuXIiIictNkZGQwd+5cOnToQGJiolN9fX09u3fvJioqygiWAL6+vowdOxaLxcK+ffsc+hQVFVFdXU1sbCwAOTk5NDQ0MHPmTCNYAvTp04cpU6YQGRnp0P/q1ascOnSI/v37Axgrk48++qhDu06dOtGnTx9OnTqFxWIBYMeOHQA8+eSTDm3Hjh2Lr6+vUX8r0cqliIiIB0nYUdncU2jSf4/oeMPXOH36NOnp6aSkpLBhwwan+pMnT3L58mV69OjhVGcPhYWFhQ6rgSaTiS5dutC1a1cADh06REREBKGhoUBjeGxoaMDX19dY3bzW0aNHuXz5Mg8++CAAzz//PMnJyXTs6Hy/Fy5cAKB169bGXNq1a2eMbefn50dERARFRUXf+kx+ahQuRUREPMjB81ebewo/quzsbHx8fJqsr6xsDNedO3d2qrOHvW++M2k2m41Vy6tXr1JWVkb//v05cuQIr7/+uhHwevTowYwZM4iKinLobzKZuOuuu+jUqRMA7du3p3379k7jf/LJJxQWFnL33XfTrl07Y76u5mqf7/Hjx6mpqSEwMLDJe/6p0ba4iIiI3DTXC5YANTU1AA7vVNrZD+tcewq7qqqK4uJiY0u7pqaGhoYGTp8+zbRp07j//vv5l3/5F55//nnOnDlDWlqa02riteG0KZWVlSxYsACAKVOmOMzX1Vyvne+VK1eue+2fGq1cioiIiMewn66+3ilr+5Y0QF5eHj4+PvTp0weAr7/+GoAvvviC6dOnO7wL2a9fP5555hlWrVrF+vXrASgrK+PMmTPXDZfl5eU8//zzfPnll4wbN474+Hin+V7vXq6d763g1rpbERER8WgBAQEAWK1Wpzr7iuW1W8wmk4m+ffvi6+sL/GPF08vLi+TkZIf+9957L1FRURQUFBiriWazmcDAQIfDQ9c6fvw4EydO5IsvvuDJJ59k2rRpDvVt27Zt8nuWruZ7K9DKpYiIiAfpF9KmuafQrOyHcM6dO+dUZy+zvxtZV1fHgQMHSEtLM9r87Gc/IyAgAG9vbyNwXqtDhw7YbDYuXbqEv78/ZrOZ6OhovL2dI9HHH3/MSy+9hNVqZdq0aYwbN87lfF3NFRq30tu3b+9yHj9lCpciIiIexB0nsluy8PBwAgMDXZ6ytpfZD+QUFBRQU1PjsKXdqlUrunfvzqFDh6isrHQ68f1///d/+Pv7ExQUhNVq5fDhw8yePdtprA8//JAXX3wRLy8vXn75ZQYPHuxyvj169OCzzz6jrKyMsLAwo7y2tpbS0lJiYmK+/0No4bQtLiIiIh7D29ubhIQEjh07RkFBgVFutVrZvHkzQUFBRpg0m82Eh4c7hDpo/OC6zWZj3bp1DuV5eXl8/vnnDB48mNatW3PkyBGsVqvxCSK7EydOsHDhQry9vXnttdeaDJYAQ4cOBWDjxo0O5Zs3b+brr7/m4Ycf/v4PoYXTyqWIiIh4lMmTJ5Obm8v06dNJSUkhKCiI7du3U1paypIlS4xt5qZOeQ8dOpSPPvqId955h7/97W8MHDiQ//u//+M//uM/CAkJMX51x2Qycc899xAcHOzQf/Xq1VitVvr3709lZSXvvvuu0xiDBg3C39+fnj17MmLECHJycqiuriYmJobjx4+zdetW4uLiGDRokPsfkIdTuBQRERGPEhwcTFZWFmvWrCE7O5u6ujoiIiLIzMw0PjlUWVlJSUkJM2bMcHmNpUuX8te//pVt27aRmZlJYGAgCQkJpKWlGWEyLy+PIUOGOPSrq6vjyJEjQGP4NJlMLq+/detW4/DQ/Pnz6dKlC++88w65ubl07NiR1NRUxo8fT6tWrdzxSFqUVhaL5db7RXUREZFmcv78eUJCQpp7GtLCefLfkd65FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG38W7uCYiIiMitqbCwkEmTJrFmzRp+8YtfONRVVFTwxhtvcPDgQWpqarjrrrt45plnGDhwoMtr7dq1i5dffpkPPvigyTbXOnDggMN/nzt3jqSkJNasWUO/fv2ora3lz3/+Mx988AFffvkl/v7+9OzZk4kTJ9KjRw+HvvX19WRnZ7N161a+/PJLgoKCeOihh0hNTcXPz+97PpWWT+FSREREbrqzZ88yZ84cGhoanOqqqqqYOnUq1dXVjBkzhpCQELZv386sWbNYtGgRQ4cOdepjNpvp3bs3fn5+/O53v3M5Zn5+Pu+++y6//OUvnepMJhNt27alV69e2Gw2Zs+ezf79+xk8eDBPPPEEX331FVu2bGHKlCmsWrWK6Ohoo++yZcvIycnhV7/6FY8//jiff/45b731Fp999hmvvfYarVq1uoEn1fIoXIqIiMhNtXfvXpYuXUp1dbXL+qysLCoqKli/fj09e/YEICkpidTUVDIzM4mPj8ff399oX19fT35+PpMmTQJg2LBhTtc8d+4cmZmZdO3alQULFjjVm81m+vXrR5s2bXjvvffYv38/zzzzDOnp6UabkSNH8sQTT7BixQqys7MBKCoqIicnh9GjRzNv3jyjbWhoKGvXruWDDz4gISHhBzyllkvvXIqIiMhNk5GRwdy5c+nQoQOJiYlO9fX19ezevZuoqCgjWAL4+voyduxYLBYL+/btc+hTVFREdXU1sbGxTY67bNky/v73vzN//nwCAgIc6q5evcqhQ4fo378/8I8t80cffdShXadOnejTpw+nTp3CYrEAsGPHDgCefPJJh7Zjx47F19fXqL+VaOVSRETEg/gvSv/2Rs3kyoK1N3yN06dPk56eTkpKChs2bHCqP3nyJJcvX3Z6rxEgMjISaHxX89rVQJPJRJcuXejatavLMQ8cOMD//M//MGzYMPr06eNUf/ToUS5fvsyDDz4IwPPPP09ycjIdO3Z0anvhwgUAWrdubcylXbt2TmP7+fkRERFBUVGRyzn9lClcioiIeBCv0uPNPYUfVXZ2Nj4+Pk3WV1ZWAtC5c2enOnvYKy8vdyg3m83XXbVcu3Yt3t7epKWluaw3mUzcdddddOrUCYD27dvTvn17p3affPIJhYWF3H333bRr186Yr6u52ud7/PhxampqCAwMbHJ+PzXaFhcREZGb5nrBEqCmpgbA4Z1KO/vJ69raWqOsqqqK4uJiY0v7mz755BOOHz/OsGHDmgyB3xZOoTFE2t/VnDJlisN8Xc312vleuXLlutf+qVG4FBEREY9hs9kc/nXFviUNkJeXh4+Pj8vtboD/+I//AGDcuHEu68vKyjhz5sx1w2V5eTlpaWl8+eWXjBs3jvj4eKf5Xu9erp3vreDWulsRERHxaPbDNlar1anOvmJ57RazyWSib9+++Pr6OrW/evUqJpOJ+++/nzvvvNPleGazmcDAQIfDQ9c6fvw4EydO5IsvvuDJJ59k2rRpDvVt27Z1WEn9tvneCvTOpYiIiAepj+je3FNoVqGhoUDjp4O+yV5mfzeyrq6OAwcONPku5aFDh7h06ZLLU+l2ZrOZ6OhovL2dI9HHH3/MSy+9hNVqZdq0aS5XP0NDQ13OFRq30tu3b+8y+P6UKVyKiIh4EHecyG7JwsPDCQwMdHnK2l4WFRUFQEFBATU1NU1uaR89ehSAmJgYl/VWq5XDhw8ze/Zsp7oPP/yQF198ES8vL15++WUGDx7s8ho9evTgs88+o6ysjLCwMKO8traW0tLSJsf+KdO2uIiIiHgMb29vEhISOHbsGAUFBUa51Wpl8+bNBAUFGWHSbDYTHh7uEOqu9emnn+Lv79/klviRI0ewWq3GJ4jsTpw4wcKFC/H29ua1115rMlgCxq8Fbdy40aF88+bNfP311zz88MPfftM/MVq5FBEREY8yefJkcnNzmT59OikpKQQFBbF9+3ZKS0tZsmSJsc38bae8z5w5Q6dOnZo8UGMymbjnnnsIDg52KF+9ejVWq5X+/ftTWVnJu+++69R30KBBxu+NjxgxgpycHKqrq4mJieH48eNs3bqVuLg4Bg0a9MMfRAulcCkiIiIeJTg4mKysLNasWUN2djZ1dXVERESQmZlpfHKosrKSkpISZsyY0eR1vvrqK+6+++4m6/Py8hgyZIhDWV1dHUeOHAEaw6fJZHLZd+vWrcYniObPn0+XLl145513yM3NpWPHjqSmpjJ+/Phb7nfFAVpZLJamz9CLiIiIW50/f56QkJDmnoa0cJ78d6R3LkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERKRZFBYWEhMTw+HDh53qKioqWLhwIcOHD2fgwIGkpqaSm5vb5LV27drFgAEDqK2tBaCqqorFixczbNgwYmNj+fWvf80f//hHvv76a5f9z507R3R0NAcPHgSgtraWN954g0cffZTY2FgGDx5MRkYGhYWFTn3r6+v5y1/+wpgxY4iLi2PUqFGsXbvWmMutRuFSREREbrqzZ88yZ84cGhoanOqqqqqYOnUqubm5JCUlMW3aNOrq6pg1axa7d+92eT2z2Uzv3r3x8/OjpqaGSZMmsWvXLgYOHMjMmTO5//77+dd//Vdmz57tsr/JZKJt27b06tULm83G7Nmz+fOf/8w999zDb37zG8aOHcunn37KlClTOHDggEPfZcuWsWrVKrp168aMGTN44IEHeOutt5gzZw42m+3GH1YL493cExAREZFby969e1m6dCnV1dUu67OysqioqGD9+vX07NkTgKSkJFJTU8nMzCQ+Ph5/f3+jfX19Pfn5+UyaNAmAbdu2UV5eznPPPcf48eMBePTRR1m8eDHvvPMOeXl5PPjggw5jms1m+vXrR5s2bXjvvffYv38/zzzzDOnp6UabkSNH8sQTT7BixQqys7MBKCoqIicnh9GjRzNv3jyjbWhoKGvXruWDDz4gISHBDU+t5dDKpYiIiNw0GRkZzJ07lw4dOpCYmOhUX19fz+7du4mKijKCJYCvry9jx47FYrGwb98+hz5FRUVUV1cTGxsLNK6KAgwYMMCh3aBBgwAoLi52KL969SqHDh2if//+AMbK5KOPPurQrlOnTvTp04dTp05hsVgA2LFjBwBPPvmkQ9uxY8fi6+tr1N9KtHIpIiLiQa4cmtHcU2iSf99VN3yN06dPk56eTkpKChs2bHCqP3nyJJcvX6ZHjx5OdZGRkUDju5rXrgaaTCa6dOlC165dAQgPDzeuFRERYbQ7c+YMACEhIQ7XPXr0KJcvXzZWM59//nmSk5Pp2LGj0xwuXLgAQOvWrY25tGvXzhjbzs/Pj4iICIqKiq7zNH6aFC5FREQ8SEP1Z809hR9VdnY2Pj4+TdZXVlYC0LlzZ6c6e9grLy93KDebzcaqJcCvf/1rPvzwQ1atWoWvry933303n3zyCW+++SYRERH86le/cuhvMpm466676NSpEwDt27enffv2TuN/8sknFBYWcvfdd9OuXTtjvq7map/v8ePHqampITAwsMl7/qnRtriIiIjcNNcLlgA1NTUADu9U2vn5+QE4nMKuqqqiuLjY2NIGaNu2LWlpadhsNmbNmsWoUaNYsGABHTp04A9/+INxHbtvhlNXKisrWbBgAQBTpkxxmK+ruV473ytXrlz32j81CpciIiLiMeynq693ytq+JQ2Ql5eHj48Pffr0Mcp2797Nc889h81mY/r06SxfvpxJkyZx/vx5pkyZwrlz54y2ZWVlnDlz5rrhsry8nLS0NL788kvGjRtHfHy803yvdy/XzvdWoG1xERER8RgBAQEAWK1Wpzr7iuW1W8wmk4m+ffvi6+trlL3++uv4+vqSlZVFWFgYAPHx8fTt25e0tDRWrlzJv/zLvwCNq5aBgYEOh4eudfz4cWbOnMnf/vY3nnzySaZNm+ZQ37Zt2ya/Z+lqvrcChUsREREP0rrdfc09hWYVGhoK4LC6aGcvs78bWVdXx4EDB0hLSzPaWCwWKisr6d+/vxEs7fr06UN4eLjxoXRoDJfR0dF4eztHoo8//piXXnoJq9XKtGnTGDdunMv5uporNG6lt2/f3iH43goULkVERDyIO05kt2Th4eEEBga6PGVtL4uKigKgoKCAmpoahy1tb29vWrVq5fLj7ND4qSP7drXVauXw4cMuP6z+4Ycf8uKLL+Ll5cXLL7/M4MGDXV6vR48efPbZZ5SVlTmE2draWkpLS4mJifmOd/7TcWu9BCAiIiIezdvbm4SEBI4dO0ZBQYFRbrVa2bx5M0FBQUaYNJvNhIeHO4S6wMBA/umf/omDBw9y4sQJh2vn5eXxxRdf8MADDwBw5MgRrFar0wfVT5w4wcKFC/H29ua1115rMlgCDB06FICNGzc6lG/evJmvv/6ahx9++Ac8hZZNK5ciIiLiUSZPnkxubi7Tp08nJSWFoKAgtm/fTmlpKUuWLDG2mZs65T1nzhymTJnClClTePTRR+nSpQsnTpxg69atdOjQwXhv0mQycc899xAcHOzQf/Xq1VitVvr3709lZSXvvvuu0xiDBg3C39+fnj17MmLECHJycqiuriYmJobjx4+zdetW4uLijA+330oULkVERMSjBAcHk5WVxZo1a8jOzqauro6IiAgyMzONTw5VVlZSUlLCjBkznPrfddddbNy4kfXr17Njxw7+/ve/06FDBx5++GEmT55sfEQ9Ly+PIUOGOPStq6vjyJEjQGP4NJlMLue4detW4xNE8+fPp0uXLrzzzjvk5ubSsWNHUlNTGT9+PK1atXLXY2kxWlksllvvF9VFRESayfnz551+IUbk+/LkvyO9cykiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIs2isLCQmJgYDh8+7FRXUVHBwoULGT58OAMHDiQ1NZXc3Nwmr7Vr1y4GDBhAbW2tQ//ExETi4+N55plnePfdd5vsf+7cOaKjozl48CAAtbW1vPHGGzz66KPExsYyePBgMjIyKCwsdOpbX1/PX/7yF8aMGUNcXByjRo1i7dq1xlxuNQqXIiIictOdPXuWOXPm0NDQ4FRXVVXF1KlTyc3NJSkpiWnTplFXV8esWbPYvXu3y+uZzWZ69+6Nn58fX375Jc888wy7d+9mwIABPP/884SGhrJw4UJWrlzpsr/JZKJt27b06tULm83G7Nmz+fOf/8w999zDb37zG8aOHcunn37KlClTOHDggEPfZcuWsWrVKrp168aMGTN44IEHeOutt5gzZw42m+3GH1YL493cExAREZFby969e1m6dCnV1dUu67OysqioqGD9+vX07NkTgKSkJFJTU8nMzCQ+Ph5/f3+jfX19Pfn5+UyaNAmA1157jQsXLvDCCy/wyCOPAJCcnEznzp15++23iY+Pp0+fPg5jms1m+vXrR5s2bXjvvffYv38/zzzzDOnp6UabkSNH8sQTT7BixQqys7MBKCoqIicnh9GjRzNv3jyjbWhoKGvXruWDDz4gISHBDU+t5dDKpYiIiNw0GRkZzJ07lw4dOpCYmOhUX19fz+7du4mKijKCJYCvry9jx47FYrGwb98+hz5FRUVUV1cTGxvL1atXMZlM/L//9/8YPXq0Q7sJEyYAkJOT41B+9epVDh06RP/+/QGMlclHH33UoV2nTp3o06cPp06dwmKxALBjxw4AnnzySYe2Y8eOxdfX16i/lWjlUkRExIP8aeei5p5Ck6Y8vOCGr3H69GnS09NJSUlhw4YNTvUnT57k8uXL9OjRw6kuMjISaHxX89rVQJPJRJcuXejatSvnz5/HarVy11130apVK4f+P/vZz7j99ts5fvy4Q/nRo0e5fPkyDz74IADPP/88ycnJdOzY0WkOFy5cAKB169bGXNq1a0fXrl0d2vn5+REREUFRUdG3PZKfHIVLERERD/LF+dLmnsKPKjs7Gx8fnybrKysrAejcubNTnT3slZeXO5SbzWZiY2MBjO3yS5cuOfWvr6/n4sWLTgdtTCYTd911F506dQKgffv2tG/f3qn/J598QmFhIXfffTft2rUz5utqrvb5Hj9+nJqaGgIDA5u8558abYuLiIjITXO9YAlQU1MD4PBOpZ2fnx+AQzisqqqiuLjY2NIODAwkIiKCTz75hC+//NKh/0cffURdXR1Wq9Wh/Npw2pTKykoWLGhcuZ0yZYrDfF3N9dr5Xrly5brX/qlRuBQRERGPYT9dfb1T1vYtaYC8vDx8fHwcDuhMmTIFq9XK9OnTycvLo7y8nF27dvHKK6/Qrl07vL3/sXFbVlbGmTNnrhsuy8vLSUtL48svv2TcuHHEx8c7zfd693LtfG8F2hYXERERjxEQEADgtLoI/1ixvHaL2WQy0bdvX3x9fY2yX/7yl7z00kusWrWK6dOnA3Dbbbcxffp03n//fUpL//HqgdlsJjAw0OHw0LWOHz/OzJkz+dvf/saTTz7JtGnTHOrbtm3b5PcsXc33VqBwKSIi4kH+X0hEc0+hWYWGhgKNHzX/JnuZ/d3Iuro6Dhw4QFpamlPbpKQkEhMTOXHiBK1bt+auu+7Cx8eH9evX06VLF6Od2WwmOjraYTXT7uOPP+all17CarUybdo0xo0b53K+ruYKjVvp7du3dwi+twKFSxEREQ/ijhPZLVl4eDiBgYEuT1nby6KiogAoKCigpqbGaUvbZDJRXV3NsGHDHE6dnzx5koqKCh5++GGgcXX08OHDzJ4922msDz/8kBdffBEvLy9efvllBg8e7HK+PXr04LPPPqOsrIywsDCjvLa2ltLSUmJiYr7nE2j5bq2XAERERMSjeXt7k5CQwLFjxygoKDDKrVYrmzdvJigoyAiTZrOZ8PBwh1AH8N///d/87ne/4+zZs0bZ1atXWb16Nb6+vsb3K48cOYLVajU+QWR34sQJFi5ciLe3N6+99lqTwRJg6NChAGzcuNGhfPPmzXz99ddGkL2VaOVSREREPMrkyZPJzc1l+vTppKSkEBQUxPbt2yktLWXJkiXGNnNTp7yfeuop9u7dy/PPP89jjz2Gn58f7777LoWFhbz44osEBwcDjSuc99xzj/HfdqtXr8ZqtdK/f38qKytd/ib5oEGD8Pf3p2fPnowYMYKcnByqq6uJiYnh+PHjbN26lbi4OAYNGuT+B+ThFC5FRETEowQHB5OVlcWaNWvIzs6mrq6OiIgIMjMzjU8OVVZWUlJSwowZM5z6R0RE8MYbb7Bu3TreeustGhoauOeee1i9ejUPPPCA0S4vL48hQ4Y49K2rq+PIkSNAY/g0mUwu57h161bjE0Tz58+nS5cuvPPOO+Tm5tKxY0dSU1MZP36804fcbwWtLBbLrfeL6iIiIs3k/PnzhISENPc0pIXz5L8jvXMpIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiLNorCwkJiYGA4fPuxUV1FRwcKFCxk+fDgDBw4kNTWV3NzcJq+1a9cuBgwYQG1trVNdeXk58fHx7Nixw2Vfi8XC8uXLGTlyJHFxcaSkpLB9+/Ymxzp69CjR0dGUlZU59B81ahSxsbEkJiYyb948Tp8+7dS3traWdevW8cgjjxAXF0dycjJvv/029fX1TY7X0ng39wRERETk1nP27FnmzJlDQ0ODU11VVRVTp06lurqaMWPGEBISwvbt25k1axaLFi1i6NChTn3MZjO9e/fGz8/PofzChQtkZGRw5coVl/O4cuUK06ZNo6SkhOTkZH7+85+zZ88elixZwt/+9jcmTJjgcqyuXbsSFhaG1WolLS2NU6dOMWLECLp37055eTlbtmwhPz+frKwsIiIiAGhoaOCFF14gLy+PpKQkIiMj2b9/P6tXr+bs2bPMnz//hzxKj6NwKSIiIjfV3r17Wbp0KdXV1S7rs7KyqKioYP369fTs2ROApKQkUlNTyczMJD4+Hn9/f6N9fX09+fn5TJo0yeE6R48eZcGCBZw7d67Jufz1r3/ls88+Y8mSJSQmJgIwevRoZsyYQVZWFsOHD6dTp04OfUwmE7GxsQBs2rSJ0tJS5s2bx+jRo402Q4YMYcKECbz++uusXLkSgD179mA2m3nuuecYP368MdYrr7xCTk4OI0eOpEePHt/pGXoybYuLiIjITZORkcHcuXPp0KGDEeauVV9fz+7du4mKijKCJYCvry9jx47FYrGwb98+hz5FRUVUV1cbgQ9g2bJlTJ06FZvN5hD6vmnXrl107NjRYS6tWrXiqaee4urVq+zevduh/fnz5ykpKaF///4A7N+/nzZt2jBy5EiHdvfddx/dunXjyJEjRtnOnTtp06YNY8aMcWj79NNPAzS5bd/SaOVSRETEg2zbtq25p9CkUaNG3fA1Tp8+TXp6OikpKWzYsMGp/uTJk1y+fNnlCl5kZCTQ+K5mQkKCUW4ymejSpQtdu3Y1yk6cOMG4ceNITU3lo48+Iicnx+l6NTU1nD59mkGDBjnV2ccvKipyKDeZTPj7+9O7d28AFi9ezIULF/Dy8nJoZ7PZ+Oqrr2jd+h/reIWFhURERDisugKEhYVx++23O43VUilcioiIeJDKysrmnsKPKjs7Gx8fnybr7fffuXNnp7qOHTsCjQd0rmU2mx1WLQHWrFlz3XHsY9lsNqdtbwA/Pz/atWvncqy+ffsa1w4ODiY4ONip/3vvvUdVVRUDBw4EGg/yVFdXG6HU1b19c6yWStviIiIictN8W+CrqakBcFrdA4zDOteeCK+qqqK4uNjYpv6u41w7Vtu2bV3W+/n5ORwEqqur4+DBg05B9ptKS0tZvnw5Xl5eTJw48QeN1ZIpXIqIiIjHsNlsDv+6cu1Wc15eHj4+PvTp0+eGx3RVfu1297Fjx7h06dJ1w+Xnn39Oeno6Fy9eZObMmdx///0OY3zXsVoyhUsRERHxGAEBAQBYrVanOvuKZWBgoFFmMpno27cvvr6+33ss+yqiq29j2suvHctsNnPnnXdyxx13uGxvMpl49tlnsVgszJw5k+Tk5O81lv3eWzq9cykiIuJB7O8V3qpCQ0MBXH4+yF5mf0eyrq6OAwcOkJaW9oPHatWqlcv3XK9cucLFixcd/v8wmUxO2+92W7Zs4dVXX6V169YsWrSIhx56yKE+ICCA9u3bN/lObWVlZZOhtaVRuBQREfEg7jiR3ZKFh4cTGBjo8uS0vSwqKgqAgoICampqvvUdyKa0bduWn//85xw/ftyprrCwEMD4HFJFRQWnTp1i9uzZTm03bdrEypUradeuHcuWLWtyiz4yMpJDhw5RW1vr8LH3srIyLBaLUyBtqbQtLiIiIh7D29ubhIQEjh07RkFBgVFutVrZvHkzQUFBRpg0m82Eh4cTFhb2g8cbNmwYX375Je+//75RZrPZePvtt/Hx8TG+f2kymQgICKBXr14O/fPy8li1ahW33XYb69atu+67n0OHDsVqtZKdne1QvnHjRgBGjBjxg+/Dk2jlUkRERDzK5MmTyc3NZfr06aSkpBAUFMT27dspLS1lyZIlxvuVrj5B9H2NHTuWd999l9/97nd89tlndO3alQ8++IADBw4wbdo04zNDZrOZfv364e3tGJ0yMzOx2WzExcVRXFxMcXGx0xjDhg0DIDExkW3btrF27VrKy8vp3r07+fn57Nmzh8cee4x77733hu7FUyhcioiIiEcJDg4mKyuLNWvWkJ2dTV1dHREREWRmZhrvPFZWVlJSUsKMGTNuaCw/Pz/++Mc/snbtWnbt2sWlS5cIDw/n//v//j+GDx8OwNWrVzl06BAZGRkOfSsqKjhz5gzQ+Os6Tf3Cjj1ctmrVihUrVrB+/Xref/99du7cSWhoKBkZGTz++OM3dB+epJXFYmn6rL+IiIi41fnz5wkJCWnuaUgL58l/R3rnUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSREREmkVhYSExMTEcPnzYqa6iooKFCxcyfPhwBg4cSGpqKrm5uU1ea9euXQwYMIDa2lqnuvLycuLj49mxY8d155ORkcGzzz573Tbp6eksXLjQ+O+PP/6YqVOnMmjQIAYMGMATTzxBdnY2DQ0NTn0LCgp47rnnGDx4ML/61a+YOXMmJ0+evO54LZHCpYiIiNx0Z8+eZc6cOS5DWFVVFVOnTiU3N5ekpCSmTZtGXV0ds2bNYvfu3S6vZzab6d27N35+fg7lFy5cICMjgytXrlx3PqtXr8ZkMl23zeXLl/nkk0+IjY0F4N1332X27NlcuHCBCRMm8Pzzz9O+fXtWrFjB0qVLHfoeOXKEtLQ0zp07xzPPPMP48eM5fvw4EydO5PTp09cdt6Xxbu4JiIiIyK1l7969LF26lOrqapf1WVlZVFRUsH79enr27AlAUlISqampZGZmEh8fj7+/v9G+vr6e/Px8Jk2a5HCdo0ePsmDBAs6dO9fkXCwWC6+88gp79+791nnv37+fhoYGYmJi+Prrr1m2bBldunTh3/7t34xQ+/jjjzN37lzeeecdHn30Ubp3747NZmPZsmXcdtttvPnmm9x2220ADB48mCeeeIJVq1axatWqbx2/pdDKpYiIiNw0GRkZzJ07lw4dOpCYmOhUX19fz+7du4mKijKCJYCvry9jx47FYrGwb98+hz5FRUVUV1cbK4oAy5YtY+rUqdhsNkaPHu1yLvv37+eRRx4hNzeXyZMnf+vc8/LyiIyM5LbbbqOwsJBLly7x8MMPO62WDhs2DGhcrQQ4fvw4J0+eZMSIEUawBOjSpQuDBw8mPz+fqqqqbx2/pdDKpYiIiAfJ/vW/N/cUmvT41idv+BqnT58mPT2dlJQUNmzY4FR/8uRJLl++TI8ePZzqIiMjgcZ3NRMSEoxyk8lEly5d6Nq1q1F24sQJxo0bR2pqKh999BE5OTlO1zt16hTdu3fnn//5n7nvvvtYv379deduNpuNoNqjRw/++te/8rOf/cyp3YULFwBo3bq1MV+AqKgop7Y9evRg165dHD9+nIEDB153/JZC4VJERMSDVBz9srmn8KPKzs7Gx8enyfrKykoAOnfu7FTXsWNHoPGAzrXMZrPDqiXAmjVrrjsOwCOPPMLYsWO/07xPnDhBZWUl/fv3B8DHx4ef//znTu3q6urIzs4G4Be/+AWAsS3fqVMnp/ZN3VNLpm1xERERuWm+LfDV1NQAOLxTaWfffr72RHhVVRXFxcVG6Puu43zXNnZms5kOHTpw7733Xrfd73//e06dOsWgQYOMtpcuXQKgbdu2Tu3t9/RtB45aEq1cioiIiMew2WwO/7pi326GxvcgfXx86NOnz486L/vqaKtWrVzWNzQ08Pvf/55t27YRHh7Oiy++aNRd757sZdfeU0v307kTERERafECAgIAsFqtTnX2FcvAwECjzGQy0bdvX3x9fX+0OdXU1FBQUMCDDz7osv7KlSvMmTOHnJwcunXrxhtvvOFwcMe+YunqG5yu7qml08qliIiIB+nc+47mnkKzCg0NBXD5+aBvvrtYV1fHgQMHSEtL+1HnlJ+fD0BMTIxTXVVVFb/5zW/47LPP6N27N8uXL6ddu3YObez3VFlZyd133+1QZ3/H1NX7mC2VwqWIiIgHcceJ7JYsPDycwMBAioqKnOrsZfZT1wUFBdTU1Dgd5nG3vLw8evbs6bS6+Le//Y20tDTOnDlDYmIiCxcupE2bNk797Sffi4qKnN4NLSwspFWrVi5Px7dU2hYXERERj+Ht7U1CQgLHjh2joKDAKLdarWzevJmgoCAjTJrNZsLDwwkLC/vR5mOz2cjLy3MKsPX19bzwwgucOXOGRx55hMWLF7sMlgDdu3cnPDycbdu28fe//90o/7//+z8+/PBD4uLiaN++/Y92DzebVi5FRETEo0yePJnc3FymT59OSkoKQUFBbN++ndLSUpYsWWK8X+nqE0Tu9vnnn1NVVeU0zgcffMAnn3xCu3bt6NGjh8ufpbzrrruMbfDZs2czffp0Jk6cyGOPPcbXX3/Npk2b8PX15fnnn/9R7+FmU7gUERERjxIcHExWVhZr1qwhOzuburo6IiIiyMzMNLaVKysrKSkpYcaMGT/qXMxmMx07dnR6V/LAgQMAVFdXs2jRIpd9J02aZPSLjo7mD3/4A3/60594/fXX8ff355/+6Z9IT08nPDz8R72Hm62VxWJp+qy/iIiIuNX58+cJCQlp7mlIC+fJf0d651JERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERESaRWFhITExMRw+fNiprqKigoULFzJ8+HAGDhxIamoqubm5TV5r165dDBgwgNraWqe68vJy4uPj2bFjh8u+JSUlvPDCCyQmJhIbG8uoUaPIzMykpqbGZfujR48SHR1NWVkZABaLheXLlzNq1ChiY2NJTExk3rx5nD592qlvbW0t69at45FHHiEuLo7k5GTefvtt6uvrm7y3lsa7uScgIiIit56zZ88yZ84cGhoanOqqqqqYOnUq1dXVjBkzhpCQELZv386sWbNYtGgRQ4cOdepjNpvp3bs3fn5+DuUXLlwgIyODK1euuJzHmTNnmDhxIl5eXiQnJ9O5c2f+93//l7/+9a8cOnSIN998E39/f6exunbtSlhYGFarlbS0NE6dOsWIESPo3r075eXlbNmyhfz8fLKysoiIiACgoaGBF154gby8PJKSkoiMjGT//v2sXr2as2fPMn/+/B/6OD2KwqWIiIjcVHv37mXp0qVUV1e7rM/KyqKiooL169fTs2dPAJKSkkhNTSUzM5P4+HiHwFdfX09+fj6TJk1yuM7Ro0dZsGAB586da3Iur776KlevXuVf//VfjRD4yCOPcN9997FixQr+8z//k6eeesqhj8lkIjY2FoBNmzZRWlrKvHnzGD16tNFmyJAhTJgwgddff52VK1cCsGfPHsxmM8899xzjx48HYPTo0bzyyivk5OQwcuRIevTo8Z2eoSfTtriIiIjcNBkZGcydO5cOHTqQmJjoVF9fX8/u3buJiooygiWAr68vY8eOxWKxsG/fPoc+RUVFVFdXG4EPYNmyZUydOhWbzeYQ+q519epVjh07Rq9evYxgaTd8+HAAjhw54lB+/vx5SkpK6N+/PwD79++nTZs2jBw50qHdfffdR7du3Rz679y5kzZt2jBmzBiHtk8//TRAk9v2LY1WLkVERDxIwo7K5p5Ck/57RMcbvsbp06dJT08nJSWFDRs2ONWfPHmSy5cvu1zBi4yMBBrf1UxISDDKTSYTXbp0oWvXrkbZiRMnGDduHKmpqXz00Ufk5OQ4Xc/Ly4vNmzdjs9mc6i5cuGC0uZbJZMLf35/evXsDsHjxYi5cuODUzmaz8dVXX9G69T/W8QoLC4mIiHDaZg8LC+P222+nqKjIaR4tkcKliIiIBzl4/mpzT+FHlZ2djY+PT5P1lZWN4bpz585OdR07Nobb8vJyh3Kz2eywagmwZs2a644D0Lp1a8LCwlzWvf322wD84he/cBqrb9++xrWDg4MJDg526v/ee+9RVVXFwIEDgcaDPNXV1UYodXVv37yvlkrb4iIiInLTfFvgs5/Q/ubqHmAc1rn2RHhVVRXFxcXGNvV3Hed6du3axbZt2+jUqROjRo0yyuvq6jh48KBTkP2m0tJSli9fjpeXFxMnTgT+cV9t27Z12cfPz6/JQ0ctjcKliIiIeAz7FrWrrWq7a7ea8/Ly8PHxoU+fPm4Zf8eOHSxevBh/f39+//vfO4TBY8eOcenSpeuGy88//5z09HQuXrzIzJkzuf/++4Fvvy+bzea0td5SaVtcREREPEZAQAAAVqvVqc6+YhkYGGiUmUwm+vbti6+v7w2P/eabb7Ju3ToCAwPJzMyke/fuDvVms5k777yTO+64w2V/k8nEb3/7Wy5fvszMmTNJTk426uwh1dV3OO3l9ntv6RQuRUREPEi/kDbNPYVmFRoaCuDy80H2sk6dOgGN29QHDhwgLS3thsasq6vj5ZdfZseOHXTs2JGVK1dy9913O7UzmUxO2+92W7Zs4dVXX6V169YsWrSIhx56yKE+ICCA9u3bG++UflNlZWWTobWlUbgUERHxIO44kd2ShYeHExgY6PLktL0sKioKgIKCAmpqar71Hcjrqa+v57e//S0ffvghd911F6tWrTIODl2roqKCU6dOMXv2bKe6TZs2sXLlStq1a8eyZcua3KKPjIzk0KFD1NbWOnzsvaysDIvF4hRIWyq9cykiIiIew9vbm4SEBI4dO0ZBQYFRbrVa2bx5M0FBQUaYNJvNhIeHN3ni+7tYt24dH374IZGRkfzpT39yGSyhcdUyICCAXr16OZTn5eWxatUqbrvtNtatW3fddz+HDh2K1WolOzvboXzjxo0AjBgx4gffhyfRyqWIiIh4lMmTJ5Obm8v06dNJSUkhKCiI7du3U1paypIlS4z3K119guj7qKio4N/+7d9o1aoVgwYN4n/+53+c2gQFBfHAAw9gNpvp168f3t6O0SkzMxObzUZcXBzFxcUUFxc7XWPYsGEAJCYmsm3bNtauXUt5eTndu3cnPz+fPXv28Nhjj3Hvvff+4HvxJAqXIiIi4lGCg4PJyspizZo1ZGdnU1dXR0REBJmZmcY7j5WVlZSUlDBjxowfPM7hw4epr68HGr+L6UqfPn3o06cPhw4dIiMjw6GuoqKCM2fOAI2nzJv6hR17uGzVqhUrVqxg/fr1vP/+++zcuZPQ0FAyMjJ4/PHHf/B9eJpWFoul6bP+IiIi4lbnz58nJCSkuachLZwn/x3pnUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxEREWkWhYWFxMTEcPjwYae6iooKFi5cyPDhwxk4cCCpqank5uY2ea1du3YxYMAAamtrnerKy8uJj49nx44dLvuWlZXx0ksvMWLECGOs//7v/25yrKNHjxIdHU1ZWRkAFouF5cuXM2rUKGJjY0lMTGTevHmcPn3aqW9tbS3r1q3jkUceIS4ujuTkZN5++23q6+ubHK+l8W7uCYiIiMit5+zZs8yZM4eGhganuqqqKqZOnUp1dTVjxowhJCSE7du3M2vWLBYtWsTQoUOd+pjNZnr37o2fn59D+YULF8jIyODKlSsu53Hu3DkmTpzI1atXefzxxwkKCuL999/nxRdfpKKigqeeesrlWF27diUsLAyr1UpaWhqnTp1ixIgRdO/enfLycrZs2UJ+fj5ZWVlEREQA0NDQwAsvvEBeXh5JSUlERkayf/9+Vq9ezdmzZ5k/f/4PeZQeR+FSREREbqq9e/eydOlSqqurXdZnZWVRUVHB+vXr6dmzJwBJSUmkpqaSmZlJfHw8/v7+Rvv6+nry8/OZNGmSw3WOHj3KggULOHfuXJNzeeONN/jqq69488036dGjBwCjR4/mmWeeYf369YwePZrAwECHPiaTidjYWAA2bdpEaWkp8+bNY/To0UabIUOGMGHCBF5//XVWrlwJwJ49ezCbzTz33HOMHz/eGOuVV14hJyeHkSNHGnNoybQtLiIiIjdNRkYGc+fOpUOHDiQmJjrV19fXs3v3bqKiooxgCeDr68vYsWOxWCzs27fPoU9RURHV1dVG4ANYtmwZU6dOxWazOYS+b2rVqhWxsbEOoc7Ly4u+fftSW1vLmTNnHNqfP3+ekpIS+vfvD8D+/ftp06YNI0eOdGh333330a1bN44cOWKU7dy5kzZt2jBmzBiHtk8//TRAk9v2LY1WLkVERDyI/6L05p5Ck64sWHvD1zh9+jTp6emkpKSwYcMGp/qTJ09y+fJllyt4kZGRQOO7mgkJCUa5yWSiS5cudO3a1Sg7ceIE48aNIzU1lY8++oicnByX81m4cKHL8s8//5zWrVvTqVMnh3KTyYS/vz+9e/cGYPHixVy4cAEvLy+Hdjabja+++orWrf+xjldYWEhERITDqitAWFgYt99+O0VFRS7n0tIoXIqIiHgQr9LjzT2FH1V2djY+Pj5N1ldWVgLQuXNnp7qOHTsCjQd0rmU2mx1WLQHWrFlz3XFcqamp4ezZs/z1r3/l0KFDjB07luDgYKex+vbta1w7ODjYqQ3Ae++9R1VVFQMHDgQaD/JUV1cbodTVvX3zvloqhUsRERG5ab4t8NXU1AA4re4BxmGda0+EV1VVUVxcTHq644rv9w2WAIsWLeKjjz4CoEePHkyYMMGhvq6ujoMHD/LP//zP171OaWkpy5cvx8vLi4kTJwL/uK+2bdu67OPn59fkoaOWRu9cioiIiMew2WwO/7py7VZzXl4ePj4+9OnT54bHTkpKYvny5aSmplJSUsJTTz1lfG4I4NixY1y6dMlplfRan3/+Oenp6Vy8eJGZM2dy//33O9xPU/dls9mcttZbKoVLERER8RgBAQEAWK1Wpzr7iuW1p7dNJhN9+/bF19f3hseOi4sjPj6eZ599lqVLl1JZWcmbb75p1JvNZu68807uuOMOl/1NJhPPPvssFouFmTNnkpycbNTZVyxdfYfTXm6/95ZO2+IiIiIepD6ie3NPoVmFhoYCuPx8kL3Mfsimrq6OAwcOkJaW5vZ5xMXFERAQwKeffmqUmUwm45T4N23ZsoVXX32V1q1bs2jRIh566CGH+oCAANq3b2+8U/pNlZWVTYbWlkbhUkRExIO440R2SxYeHk5gYKDLk9P2sqioKAAKCgqoqam57jb19VgsFiZNmsQ999zDyy+/7FB39epVvv76a2NFtKKiglOnTjF79myn62zatImVK1fSrl07li1b1uQWfWRkJIcOHaK2ttbhY+9lZWVYLBanQNpSaVtcREREPIa3tzcJCQkcO3aMgoICo9xqtbJ582aCgoKMMGk2mwkPDycsLOwHjdW+fXu8vb35+OOPKS0tdah7++23uXr1KoMGDQIaVy0DAgLo1auXQ7u8vDxWrVrFbbfdxrp166777ufQoUOxWq1kZ2c7lG/cuBGAESNG/KD78DRauRQRERGPMnnyZHJzc5k+fTopKSkEBQWxfft2SktLWbJkibGa6OoTRN/X3LlzmTZtGmlpaSQnJxMUFMShQ4f48MMP+ad/+ieeeOIJY6x+/frh7e0YnTIzM7HZbMTFxVFcXExxcbHTGMOGDQMgMTGRbdu2sXbtWsrLy+nevTv5+fns2bOHxx57jHvvvfeG7sVTKFyKiIiIRwkODiYrK4s1a9aQnZ1NXV0dERERZGZmGu88VlZWUlJSwowZM25orN69e/Pmm2/ypz/9iezsbGprawkLC2Pq1Kk89dRT+Pj4cPXqVQ4dOkRGRoZD34qKCuMXfHbs2NHkL+zYw2WrVq1YsWIF69ev5/3332fnzp2EhoaSkZHB448/fkP34UlaWSyWps/6i4iIiFudP3+ekJCQ5p6GtHCe/Hekdy5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERKRZFBYWEhMTw+HDh53qKioqWLhwIcOHD2fgwIGkpqaSm5vb5LV27drFgAEDqK2tdaorLy8nPj6eHTt2fOuc6uvrmTx5MtHR0U22OXr0KNHR0ZSVlQFgsVhYvnw5o0aNIjY2lsTERObNm8fp06ed+tbW1rJu3ToeeeQR4uLiSE5O5u2336a+vv5b59ZSeDf3BEREROTWc/bsWebMmUNDQ4NTXVVVFVOnTqW6upoxY8YQEhLC9u3bmTVrFosWLWLo0KFOfcxmM71798bPz8+h/MKFC2RkZHDlypXvNK8NGzbwySefXLeN2Wyma9euhIWFYbVaSUtL49SpU4wYMYLu3btTXl7Oli1byM/PJysri4iICAAaGhp44YUXyMvLIykpicjISPbv38/q1as5e/Ys8+fP/05z9HQKlyIiInJT7d27l6VLl1JdXe2yPisri4qKCtavX0/Pnj0BSEpKIjU1lczMTOLj4/H39zfa19fXk5+fz6RJkxyuc/ToURYsWMC5c+e+07yKiorIysrCx8eHr7/+usl2JpOJ2NhYADZt2kRpaSnz5s1j9OjRRpshQ4YwYcIEXn/9dVauXAnAnj17MJvNPPfcc4wfPx6A0aNH88orr5CTk8PIkSPp0aPHd5qrJ9O2uIiIiNw0GRkZzJ07lw4dOpCYmOhUX19fz+7du4mKijKCJYCvry9jx47FYrGwb98+hz5FRUVUV1cbgQ9g2bJlTJ06FZvN5hD6mnL58mUWLFjAgw8+eN2Ad/78eUpKSujfvz8A+/fvp02bNowcOdKh3X333Ue3bt04cuSIUbZz507atGnDmDFjHNo+/fTTAN9p274l0MqliIiIB7lyaEZzT6FJ/n1X3fA1Tp8+TXp6OikpKWzYsMGp/uTJk1y+fNllwIuMjAQa39VMSEgwyk0mE126dKFr165G2YkTJxg3bhypqal89NFH5OTkXHdeK1asoKamhhdffJEXX3yxyXYmkwl/f3969+4NwOLFi7lw4QJeXl4O7Ww2G1999RWtW/9jHa+wsJCIiAiHVVeAsLAwbr/9doqKiq47x5ZC4VJERMSDNFR/1txT+FFlZ2fj4+PTZH1lZSUAnTt3dqrr2LEj0HhA51pms9lh1RJgzZo11x3nWnv37uWdd95h+fLldOjQ4bptzWYzffv2Na4dHBxMcHCwU7v33nuPqqoqBg4cCDQe5KmurjZCqat7++Z9tVTaFhcREZGb5tsCX01NDYDT6h5gHNa59kR4VVUVxcXFxjb1dx3HrrKykqVLlzJy5Eji4+Ov27auro6DBw86BdlvKi0tZfny5Xh5eTFx4kTgH/fVtm1bl338/Py+86EjT6dwKSIiIh7DZrM5/OvKtVvNeXl5+Pj40KdPnx801u9+9zt+9rOf8Zvf/OZb2x87doxLly5dN1x+/vnnpKenc/HiRWbOnMn9999vjHXtv67m8s2t9ZZK2+IiIiLiMQICAgCwWq1OdfYVy8DAQKPMZDLRt29ffH19v/dYf/nLXzh06BDLly/n66+/Nk6I19XVAY3fr2zdujXt2rUDGrfE77zzTu644w6X1zOZTPz2t7/l8uXLzJw5k+TkZKPOvmLp6juc9nL7vbd0CpciIiIepHW7+5p7Cs0qNDQUwOXng+xlnTp1AhpD4IEDB0hLS/tBY/3P//wPNpuNWbNmuaxPTEzkjjvuYNu2bUBjePzm9rvdli1bePXVV2ndujWLFi3ioYcecqgPCAigffv2xjul31RZWdlkaG1pFC5FREQ8iDtOZLdk4eHhBAYGujw5bS+LiooCoKCggJqamm99B7Ip06dP5+LFi07lq1atoqSkhNdff91YEa2oqODUqVPMnj3bqf2mTZtYuXIl7dq1Y9myZU1u0UdGRnLo0CFqa2sdPvZeVlaGxWJxCqQtlcKliIiIeAxvb28SEhLYunUrBQUFxrcurVYrmzdvJigoyAiTZrOZ8PBwwsLCftBY9vchv8m+DX7tT0CaTCYCAgLo1auXQ9u8vDxWrVrFbbfdxh//+Efj13hcGTp0KCaTiezsbOMj6gAbN24EYMSIET/oPjyNwqWIiIh4lMmTJ5Obm8v06dNJSUkhKCiI7du3U1paypIlS4zVRFefIPqxmM1m+vXrh7e3Y3TKzMzEZrMRFxdHcXExxcXFTn2HDRsGNG6zb9u2jbVr11JeXk737t3Jz89nz549PPbYY9x777035V5+bAqXIiIi4lGCg4PJyspizZo1ZGdnU1dXR0REBJmZmcY7j5WVlZSUlDBjxowffT5Xr17l0KFDZGRkOJRXVFRw5swZoPHXdZr6hR17uGzVqhUrVqxg/fr1vP/+++zcuZPQ0FAyMjJ4/PHHf9ybuIlaWSyWps/6i4iIiFudP3+ekJCQ5p6GtHCe/Hek71yKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiEizKCwsJCYmhsOHDzvVVVRUsHDhQoYPH87AgQNJTU0lNze3yWvt2rWLAQMGUFtb61RXXl5OfHw8O3bscNl3yZIlREdHu/yfqz5Hjx4lOjqasrIyACwWC8uXL2fUqFHExsaSmJjIvHnzOH36tFPf2tpa1q1bxyOPPEJcXBzJycm8/fbb1NfXN3lvLY13c09AREREbj1nz55lzpw5NDQ0ONVVVVUxdepUqqurGTNmDCEhIWzfvp1Zs2axaNEihg4d6tTHbDbTu3dv/Pz8HMovXLhARkYGV65caXIuJSUl3HHHHTz77LNOdT179nQ5VteuXQkLC8NqtZKWlsapU6cYMWIE3bt3p7y8nC1btpCfn09WVhYREREANDQ08MILL5CXl0dSUhKRkZHs37+f1atXc/bsWebPn/+tz60lULgUERGRm2rv3r0sXbqU6upql/VZWVlUVFSwfv16I9wlJSWRmppKZmYm8fHx+Pv7G+3r6+vJz89n0qRJDtc5evQoCxYs4Ny5c03OpaGhgdLSUuLi4hg2bNh3mr/JZCI2NhaATZs2UVpayrx58xg9erTRZsiQIUyYMIHXX3+dlStXArBnzx7MZjPPPfcc48ePB2D06NG88sor5OTkMHLkSHr06PGd5uDJFC5FREQ8yJ92LmruKTRpysMLbvgaGRkZmEwm7rzzTmJiYnj//fcd6uvr69m9ezdRUVEOq4a+vr6MHTuWxYsXs2/fPhISEoy6oqIiqqurjcAHsGzZMv7zP/+Tjh07Mnr0aHJyclzO54svvsBqtRqri9/m/PnzlJSUMH36dAD2799PmzZtGDlypEO7++67j27dunHkyBGjbOfOnbRp04YxY8Y4tH366afJyclhx44dCpciIiLiXl+cL23uKfyoTp8+TXp6OikpKWzYsMGp/uTJk1y+fNllyIqMjAQa39W8NlyaTCa6dOlC165djbITJ04wbtw4UlNT+eijj5oMl8XFxQB069YNaHwnsk2bNnh5eblsbzKZ8Pf3p3fv3gAsXryYCxcuOLW32Wx89dVXtG79j+MthYWFREREOKy6AoSFhXH77bdTVFTkcsyWRuFSREREbprs7Gx8fHyarK+srASgc+fOTnUdO3YEGg/oXMtsNjusWgKsWbPmuuPYnThxAoD8/HxWrVrFl19+SZs2bXjwwQfJyMggLCzMaay+ffsa1w4ODiY4ONjpuu+99x5VVVUMHDgQaAyt1dXVRih1dW/fvK+WSqfFRURE5Kb5tsBXU1MD4LS6BxiHda49EV5VVUVxcTH9+/f/XuPYlZSUAPC///u/TJgwgWXLlvH444+Tl5dHamqqQ+Crq6vj4MGDTkH2m0pLS1m+fDleXl5MnDjR4b7atm3rso+fn991Dx21JFq5FBEREY9hs9kc/nXl2q3mvLw8fHx86NOnzw8aLzExkfvuu4+nn37aCK+DBg0iKiqKuXPn8sYbb7B48WIAjh07xqVLl64bLj///HOmTZvGxYsXmTNnDvfff/93ui+bzdbkVnxLo3ApIiLiQf5fyHc7WPJTFRAQAIDVanWqs69YBgYGGmUmk4m+ffvi6+v7g8Zz9VkjgF/+8pd06tSJ/Px8o8xsNnPnnXdyxx13uOxjMpn47W9/y+XLl5k5cybJyclGnX3F0tV3OO3l9ntv6RQuRUREPIg7TmS3ZKGhoQAuPx9kL+vUqRPQuE194MAB0tLSfpS5BAUFGdvm0Bgev7n9brdlyxZeffVVWrduzaJFi3jooYcc6gMCAmjfvr3xTuk3VVZWNhlaWxq9cykiIiIeIzw8nMDAQJcnp+1lUVFRABQUFFBTU/Ot70A2xWKxkJKSwpw5c5zq6urq+OKLL+jSpQvQ+ItBp06dcjnWpk2b+P3vf09AQAB/+MMfnIKlXWRkJKWlpU6rl2VlZVgsFpcfbG+JFC5FRETEY3h7e5OQkMCxY8coKCgwyq1WK5s3byYoKMgIeGazmfDwcKcT3d9V+/btqa+v53/+53/49NNPHeo2bNhATU0NI0aMABpXLQMCAujVq5dDu7y8PFatWsVtt93GunXrrvvu59ChQ7FarWRnZzuUb9y4EcAYq6XTtriIiIh4lMmTJ5Obm8v06dNJSUkhKCiI7du3U1paypIlS4z3K119guj7mjNnDtOnT+e5554jOTmZjh07cujQIT788EN+8Ytf8MQTTxhj9evXD29vx+iUmZmJzWYjLi6O4uJi47uZ17L/8k9iYiLbtm1j7dq1lJeX0717d/Lz89mzZw+PPfYY99577w3di6dQuBQRERGPEhwcTFZWFmvWrCE7O5u6ujoiIiLIzMw03nmsrKykpKSEGTNm3NBYv/jFL8jKyiIrK4v/+q//4sqVK4SGhjJ16lTGjRuHt7c3V69e5dChQ2RkZDj0raio4MyZMwDs2LGDHTt2uBzDHi5btWrFihUrWL9+Pe+//z47d+4kNDSUjIwMHn/88Ru6D0/SymKxNH3WX0RERNzq/PnzhISENPc0pIXz5L8jvXMpIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIizaKwsJCYmBgOHz7sVFdRUcHChQsZPnw4AwcOJDU1ldzc3CavtWvXLgYMGEBtba1TXXl5OfHx8ezYscNl34aGBv7617+SkpJCXFwcI0aM4He/+x2VlZUu2x89epTo6GjKysoAsFgsLF++nFGjRhEbG0tiYiLz5s3j9OnTTn1ra2tZt24djzzyCHFxcSQnJ/P2229TX1/f5L21NN7NPQERERG59Zw9e5Y5c+bQ0NDgVFdVVcXUqVOprq5mzJgxhISEsH37dmbNmsWiRYsYOnSoUx+z2Uzv3r3x8/NzKL9w4QIZGRlcuXKlybn87ne/491332XgwIEkJydz5swZ/vM//5Njx46xceNGfvaznzmN1bVrV8LCwrBaraSlpXHq1ClGjBhB9+7dKS8vZ8uWLeTn55OVlUVERATQGGJfeOEF8vLySEpKIjIykv3797N69WrOnj3L/Pnzf8ij9DgKlyIiInJT7d27l6VLl1JdXe2yPisri4qKCtavX0/Pnj0BSEpKIjU1lczMTOLj4/H39zfa19fXk5+fz6RJkxyuc/ToURYsWMC5c+eanMtHH33Eu+++S3JyMnPmzDHK7777bhYtWsR//dd/MX78eIc+JpOJ2NhYADZt2kRpaSnz5s1j9OjRRpshQ4YwYcIEXn/9dVauXAnAnj17MJvNPPfcc8Y1R48ezSuvvEJOTg4jR46kR48e3/r8PJ22xUVEROSmycjIYO7cuXTo0IHExESn+vr6enbv3k1UVJQRLAF8fX0ZO3YsFouFffv2OfQpKiqiurraCHwAy5YtY+rUqdhsNofQ901btmwhICCA5557zqE8MTGR8ePH07VrV4fy8+fPU1JSQv/+/QHYv38/bdq0YeTIkQ7t7rvvPrp168aRI0eMsp07d9KmTRvGjBnj0Pbpp58GaHLbvqXRyqWIiIgH2bZtW3NPoUmjRo264WucPn2a9PR0UlJS2LBhg1P9yZMnuXz5sssVvMjISKDxXc2EhASj3GQy0aVLF4cgeOLECcaNG0dqaiofffQROTk5Tterr6/n2LFj9OvXj4CAAKDxnUgvLy98fHycAqd9LH9/f3r37g3A4sWLuXDhAl5eXg7tbDYbX331Fa1b/2Mdr7CwkIiICIdVV4CwsDBuv/12ioqKnMZriRQuRUREPEhTh0h+KrKzs/Hx8Wmy3n7/nTt3dqrr2LEj0HhA51pms9lh1RJgzZo11x3Hfh2r1UpoaCgffvghWVlZlJSU4OXlRd++fZk1axbh4eFOY/Xt29e4dnBwMMHBwU7Xfu+996iqqmLgwIFAY2itrq42Qqmre/vmfbVU2hYXERGRm+bbAl9NTQ2A0+oeYBzWufZEeFVVFcXFxcY29XcdB+DixYsAHDhwgAULFjBgwACWLVtGamoqx44dY+LEicaJcIC6ujoOHjzoFGS/qbS0lOXLl+Pl5cXEiRMd7qtt27Yu+/j5+V330FFLonApIiIiHsNmszn868q1W815eXn4+PjQp0+f7z3W119/DTRu1S9evJj09HQGDRrE5MmTefnll6murmbdunVG+2PHjnHp0qXrhsvPP/+c9PR0Ll68yMyZM7n//vu/033ZbDanrfWWSuFSREREPIb93Uer1epUZ1+xDAwMNMpMJhN9+/bF19f3e49lXx3t2LEjv/zlLx3q4uLi6NSpEwcOHDDKzGYzd955J3fccYfL65lMJp599lksFgszZ84kOTnZqLOvWLr6Dqe93H7vLZ3euRQREfEg9vcKb1WhoaEALj8fZC/r1KkT0LhNfeDAAdLS0n7QWPbrBAUFuazv0KEDJSUlxn+bTCan7Xe7LVu28Oqrr9K6dWsWLVrEQw895FAfEBBA+/btm3yntrKyssnQ2tIoXIqIiHgQd5zIbsnCw8MJDAx0eXLaXhYVFQVAQUEBNTU13/oOZFPat29Ply5d+OKLL7BarQ6rnw0NDZSXlxtht6KiglOnTjF79myn62zatImVK1fSrl07li1b1uQWfWRkJIcOHaK2ttbhY+9lZWVYLBanQNpSaVtcREREPIa3tzcJCQkcO3aMgoICo9xqtbJ582aCgoKMMGk2mwkPDycsLOwHj5eUlMSlS5d4++23Hcq3bt2KxWIxPnlkMpkICAigV69eDu3y8vJYtWoVt912G+vWrbvuu59Dhw7FarWSnZ3tUL5x40YARowY8YPvw5No5VJEREQ8yuTJk8nNzWX69OmkpKQQFBTE9u3bKS0tZcmSJcYKo6tPEH1fTz75JCaTiXXr1nH69Gn69OnD559/ztatW4mIiOCpp54yxurXrx/e3o7RKTMzE5vNRlxcHMXFxRQXFzuNMWzYMKDxw+zbtm1j7dq1lJeX0717d/Lz89mzZw+PPfYY99577w3di6dQuBQRERGPEhwcTFZWFmvWrCE7O5u6ujoiIiLIzMw03nmsrKykpKSEGTNm3NBYPj4+vP7662zcuJHdu3fz4Ycfcvvtt/PYY48xdepU/Pz8uHr1KocOHSIjI8Ohb0VFBWfOnAEaf12nqV/YsYfLVq1asWLFCtavX8/777/Pzp07CQ0NJSMjg8cff/yG7sOTtLJYLE2f9RcRERG3On/+PCEhIc09DWnhPPnvSO9cioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIhIsygsLCQmJobDhw871VVUVLBw4UKGDx/OwIEDSU1NJTc3t8lr7dq1iwEDBlBbW+tUV15eTnx8PDt27HAqj46Ovu7/Ro0a5XS9o0ePEh0dTVlZGQAWi4Xly5czatQoYmNjSUxMZN68eZw+fdqpb21tLevWreORRx4hLi6O5ORk3n77berr67/tcbUY3s09AREREbn1nD17ljlz5tDQ0OBUV1VVxdSpU6murmbMmDGEhISwfft2Zs2axaJFixg6dKhTH7PZTO/evfHz83Mov3DhAhkZGVy5csWpz+23387vfvc7l/N79913yc/P55e//KXLsbp27UpYWBhWq5W0tDROnTrFiBEj6N69O+Xl5WzZsoX8/HyysrKIiIgAoKGhgRdeeIG8vDySkpKIjIxk//79rF69mrNnzzJ//vzv9Ow8ncKliIiI3FR79+5l6dKlVFdXu6zPysqioqKC9evX07NnTwCSkpJITU0lMzOT+Ph4/P39jfb19fXk5+czadIkh+scPXqUBQsWcO7cOZfj+Pv7M2zYMKfy4uJijhw5wj/90z/xz//8z071JpOJ2NhYADZt2kRpaSnz5s1j9OjRRpshQ4YwYcIEXn/9dVauXAnAnj17MJvNPPfcc4wfPx6A0aNH88orr5CTk8PIkSPp0aNHk8+tpdC2uIiIiNw0GRkZzJ07lw4dOpCYmOhUX19fz+7du4mKijKCJYCvry9jx47FYrGwb98+hz5FRUVUV1cbgQ9g2bJlTJ06FZvN5hD6vk1DQwOLFi0C4KWXXsLb23Ed7vz585SUlNC/f38A9u/fT5s2bRg5cqRDu/vuu49u3bpx5MgRo2znzp20adOGMWPGOLR9+umnAZy27VsqrVyKiIh4kOxf/3tzT6FJj2998oavcfr0adLT00lJSWHDhg1O9SdPnuTy5csuV/AiIyOBxnc1ExISjHKTyUSXLl3o2rWrUXbixAnGjRtHamoqH330ETk5Od9pftu3b6e4uJjU1FSH6107lr+/P7179wZg8eLFXLhwAS8vL4d2NpuNr776itat/7GOV1hYSEREhMOqK0BYWBi33347RUVF32mOnk7hUkRExINUHP2yuafwo8rOzsbHx6fJ+srKSgA6d+7sVNexY0eg8SDOtcxms8OqJcCaNWuuO44rdXV1ZGVlcdtttxnb1t9kNpvp27evce3g4GCCg4Od2r333ntUVVUxcOBAoPEgT3V1tRFKXd3bN++rpdK2uIiIiNw03xb4ampqAJxW9wDjsM61J8KrqqooLi42tqm/6ziufPDBB1RWVvL444+7HL+uro6DBw86BdlvKi0tZfny5Xh5eTFx4kTgH/fVtm1bl338/PxcHjpqiRQuRURExGPYbDaHf125dqs5Ly8PHx8f+vTpc8Nj/8d//Ae+vr5O70TaHTt2jEuXLl03XH7++eekp6dz8eJFZs6cyf333w98+33ZbDanrfWWSuFSREREPEZAQAAAVqvVqc6+YhkYGGiUmUwm+vbti6+v7w2Ne/78eQoLC+nfvz/t2rVz2cZsNnPnnXdyxx13uKw3mUw8++yzWCwWZs6cSXJyslFnX7F09R1Oe7n93ls6vXMpIiLiQTr3dh1cbhWhoaEALj8fZC/r1KkT0LhNfeDAAdLS0m543NzcXGw2Gw899FCTbUwmk9P2u92WLVt49dVXad26NYsWLXK6TkBAAO3btzfeKf2mysrKJkNrS6NwKSIi4kHccSK7JQsPDycwMNDlyWl7WVRUFAAFBQXU1NR86zuQ38XRo0dp3bo10dHRLusrKio4deoUs2fPdqrbtGkTK1eupF27dixbtqzJLfrIyEgOHTpEbW2tw8fey8rKsFgs1w22LYm2xUVERMRjeHt7k5CQwLFjxygoKDDKrVYrmzdvJigoyAiTZrOZ8PBwwsLCbnjcTz/9lK5duza5NW0ymQgICKBXr14O5Xl5eaxatYrbbruNdevWXffdz6FDh2K1WsnOznYo37hxIwAjRoy4sZvwEFq5FBEREY8yefJkcnNzmT59OikpKQQFBbF9+3ZKS0tZsmSJ8X6lq08Q/RD19fWUlZXxwAMPNNnGbDbTr18/p4+qZ2ZmYrPZiIuLo7i4mOLiYqe+9l8BSkxMZNu2baxdu5by8nK6d+9Ofn4+e/bs4bHHHuPee++94XvxBAqXIiIi4lGCg4PJyspizZo1ZGdnU1dXR0REBJmZmcY7j5WVlZSUlDBjxowbHu/vf/87DQ0N/OxnP3NZf/XqVQ4dOkRGRoZDeUVFBWfOnAEaf12nqV/YsYfLVq1asWLFCtavX8/777/Pzp07CQ0NJSMjg8cff/yG78NTtLJYLE2f9RcRERG3On/+PCEhIc09DWnhPPnvSO9cioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIhIsygsLCQmJobDhw871VVUVLBw4UKGDx/OwIEDSU1NJTc3t8lr7dq1iwEDBlBbW+tUV15eTnx8PDt27HDZ98yZM8ybN4+EhAT69+/PmDFj2LRpEw0NDS7bHz16lOjoaMrKygCwWCwsX76cUaNGERsbS2JiIvPmzeP06dNOfWtra1m3bh2PPPIIcXFxJCcn8/bbb1NfX9/kvbU03s09AREREbn1nD17ljlz5rgMcFVVVUydOpXq6mrGjBlDSEgI27dvZ9asWSxatIihQ4c69TGbzfTu3Rs/Pz+H8gsXLpCRkcGVK1dczqO8vJyJEyditVp57LHHCA0N5aOPPmLlypWcOXOGF154weVYXbt2JSwsDKvVSlpaGqdOnWLEiBF0796d8vJytmzZQn5+PllZWURERADQ0NDACy+8QF5eHklJSURGRrJ//35Wr17N2bNnmT9//g95lB5H4VJERERuqr1797J06VKqq6td1mdlZVFRUcH69evp2bMnAElJSaSmppKZmUl8fDz+/v5G+/r6evLz85k0aZLDdY4ePcqCBQs4d+5ck3P593//d6qrq1m6dCkJCQkAJCcnk56ezn/9138xduxYfv7znzv0MZlMxMbGArBp0yZKS0uZN28eo0ePNtoMGTKECRMm8Prrr7Ny5UoA9uzZg9ls5rnnnmP8+PEAjB49mldeeYWcnBxGjhxJjx49vssj9GjaFhcREZGbJiMjg7lz59KhQwcSExOd6uvr69m9ezdRUVFGsATw9fVl7NixWCwW9u3b59CnqKiI6upqI/ABLFu2jKlTp2Kz2RxC3zedPXsWgAEDBjiUx8fHA1BcXOxQfv78eUpKSujfvz8A+/fvp02bNowcOdKh3X333Ue3bt04cuSIUbZz507atGnDmDFjHNo+/fTTAE1u27c0WrkUERHxIAk7Kpt7Ck367xEdb/gap0+fJj09nZSUFDZs2OBUf/LkSS5fvuxyBS8yMhJofFfTvsoIjSuJXbp0oWvXrkbZiRMnGDduHKmpqXz00Ufk5OS4nM/Pf/5z9u/fz8mTJ43rwz9CZ0hIiEN7k8mEv78/vXv3BmDx4sVcuHABLy8vh3Y2m42vvvqK1q3/sY5XWFhIRESEw6orQFhYGLfffjtFRUUu59jSKFyKiIh4kIPnrzb3FH5U2dnZ+Pj4NFlfWdkYrjt37uxU17FjY7gtLy93KDebzQ6rlgBr1qy57jh248ePJz8/n0WLFjFr1izCwsLYt28f//Vf/0W/fv3o1auX01h9+/Y1rh0cHExwcLDTdd977z2qqqoYOHAg0HiQp7q62gilru7tm/fVUmlbXERERG6abwt8NTU1AE6re4BxWOfaE+FVVVUUFxcb29TfdRy74OBgnn32WSorK3nuuef49a9/zauvvkpkZCTLly+nVatWRtu6ujoOHjzoFGS/qbS0lOXLl+Pl5cXEiRMd7qtt27Yu+/j5+TV56KilUbgUERERj2Gz2Rz+deXarea8vDx8fHzo06fPDxrvrbfeYt68eQQFBTF37lx+//vf88QTT3D8+HHS09O5ePGi0fbYsWNcunTpuuHy888/N/rNnDmT+++//zvdl81mc9pab6m0LS4iIiIeIyAgAACr1epUZ1+xDAwMNMpMJhN9+/bF19f3e49VU1NDVlYWISEh/PnPf6Zdu3YA/PKXv+S+++5j4cKF/PnPf2batGlA45b4nXfeyR133OHyeiaTid/+9rdcvnyZmTNnkpycbNTZVyxdfYfTXm6/95ZO4VJERMSD9Atp09xTaFahoaEALj8fZC/r1KkT0LhNfeDAAdLS0n7QWGfPnsVqtTJo0CAjWNo99NBD/Mu//AsHDhwwykwmk9P2u92WLVt49dVXad26NYsWLeKhhx5yqA8ICKB9+/bGO6XfVFlZ2WRobWkULkVERDyIO05kt2Th4eEEBga6PDltL4uKigKgoKCAmpqab30Hsin29zJd/TqOzWajoaHB2MauqKjg1KlTzJ4926ntpk2bWLlyJe3atWPZsmVNbtFHRkZy6NAhamtrHT72XlZWhsVicQqkLZXeuRQRERGP4e3tTUJCAseOHaOgoMAot1qtbN68maCgICNMms1mwsPDCQsL+0FjdevWjTvuuIMPPvjAaUVx27ZtWK1WHnjgAaBx1TIgIMDp9HheXh6rVq3itttuY926ddd993Po0KFYrVays7Mdyjdu3AjAiBEjftB9eBqtXIqIiIhHmTx5Mrm5uUyfPp2UlBSCgoLYvn07paWlLFmyxHi/0tUniL6P1q1bM3/+fH7zm98wfvx4HnnkETp06EBBQQHvvvsud955JxMmTDDG6tevH97ejtEpMzMTm81GXFwcxcXFTh9dBxg2bBgAiYmJbNu2jbVr11JeXk737t3Jz89nz549PPbYY9x7770/+F48icKliIiIeJTg4GCysrJYs2YN2dnZ1NXVERERQWZmpvHOY2VlJSUlJcyYMeOGxnrggQd48803efPNN8nOzuby5ct07NiRlJQUJk6cSGBgIFevXuXQoUNkZGQ49K2oqODMmTNA46/rNPULO/Zw2apVK1asWMH69et5//332blzJ6GhoWRkZPD444/f0H14klYWi6Xps/4iIiLiVufPn3f61ReR78uT/470zqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIg0i8LCQmJiYjh8+LBTXUVFBQsXLmT48OEMHDiQ1NRUcnNzm7zWrl27GDBgALW1tU515eXlxMfHs2PHDpd9S0tLmTVrFr/61a/45S9/ybPPPovJZGpyrKNHjxIdHU1ZWRkAFouF5cuXM2rUKGJjY0lMTGTevHmcPn3aqW9tbS3r1q3jkUceIS4ujuTkZN5++23q6+ubHK+lUbgUERGRm+7s2bPMmTOHhoYGp7qqqiqmTp1Kbm4uSUlJTJs2jbq6OmbNmsXu3btdXs9sNtO7d2/8/Pwcyi9cuEBGRgZXrlxx2e/48eNMnDgRs9nM8OHDSUtLo02bNmRkZLB58+Ymx+ratSthYWFYrVbS0tLYsmUL/fr1Y9asWYwcOZL8/HwmTJhAaWmp0a+hoYEXXniBf/3Xf6VPnz785je/4a677mL16tX8/ve//66PzuN5N/cERERE5Nayd+9eli5dSnV1tcv6rKwsKioqWL9+PT179gQgKSmJ1NRUMjMziY+Px9/f32hfX19Pfn4+kyZNcrjO0aNHWbBgAefOnWtyLr///e+5fPkyr732Gg8++CAAjz32GC+++CJ/+MMfiI2NpWvXrg59TCYTsbGxAGzatInS0lLmzZvH6NGjjTZDhgxhwoQJvP7666xcuRKAPXv2YDabee655xg/fjwAo0eP5pVXXiEnJ4eRI0fSo0eP7/QMPZlWLkVEROSmycjIYO7cuXTo0IHExESn+vr6enbv3k1UVJQRLAF8fX0ZO3YsFouFffv2OfQpKiqiurraCHwAy5YtY+rUqdhsNofQd61z587x6aef0q9fPyNYArRq1YpnnnmGq1evOm2lnz9/npKSEvr37w/A/v37adOmDSNHjnRod99999GtWzeOHDlilO3cuZM2bdowZswYh7ZPP/00QJPb9i2NVi5FREQ8iP+i9OaeQpOuLFh7w9c4ffo06enppKSksGHDBqf6kydPcvnyZZcreJGRkUDju5oJCQlGuclkokuXLg4rjCdOnGDcuHGkpqby0UcfkZOT43Q9+4rm3Xff7VRnv9ann37qUG4ymfD396d3794ALF68mAsXLuDl5eXQzmaz8dVXX9G69T/W8QoLC4mIiHBYdQUICwvj9ttvp6ioyGkeLZHCpYiIiAfxKj3e3FP4UWVnZ+Pj49NkfWVlJQCdO3d2quvYsSPQeEDnWmaz2WHVEmDNmjXXHQcwQt6lS5ec6iwWC9C4UvnNsfr27WtcOzg4mODgYKf+7733HlVVVQwcOBBoPMhTXV1thFJX9/bN+2qptC0uIiIiN823Bb6amhoAp9U9wDisc+2J8KqqKoqLi41t6u86DsCdd95Ju3bt2LdvnzGu3QcffACA1Wo1yurq6jh48KBTkP2m0tJSli9fjpeXFxMnTnS4r7Zt27rs4+fn1+Sho5ZG4VJEREQ8hs1mc/jXlWu3mvPy8vDx8aFPnz7feyxvb28mTJjA3/72N6ZNm8aRI0coKysjOzubN998k4CAALy9/7HJe+zYMS5dunTdcPn555+Tnp7OxYsXmTlzJvfff/93ui+bzea0td5SaVtcREREPEZAQADguGJoZ1+xDAwMNMpMJhN9+/bF19f3B4335JNPcvXqVd58802effZZADp16sTixYtZuXIl7dq1M9qazWbuvPNO7rjjDpfXMplM/Pa3v+Xy5cvMnDmT5ORko86+YunqO5z2cvu9t3QKlyIiIh6kPqJ7c0+hWYWGhgK4/HyQvaxTp05A4zb1gQMHSEtLu6Exn3nmGcaMGUNJSQl+fn5ERERQX19PRUWFw8Eik8nktP1ut2XLFl599VVat27NokWLeOihhxzqAwICaN++vfFO6TdVVlY2GVpbGoVLERERD+KOE9ktWXh4OIGBgS5PTtvLoqKiACgoKKCmpuZb34G8nv/+7//Gx8eH+Ph4h08f5efnc/XqVX7xi18Ajb8YdOrUKWbPnu10jU2bNhmrnMuWLWtyiz4yMpJDhw5RW1vr8LH3srIyLBaLUyBtqfTOpYiIiHgMb29vEhISOHbsGAUFBUa51Wpl8+bNBAUFGWHSbDYTHh5OWFjYDx7vP//zP1m0aBF///vfjbKamhrWrVtHSEiI8S1Ok8lEQEAAvXr1cuifl5fHqlWruO2221i3bt113/0cOnQoVquV7Oxsh/KNGzcCMGLEiB98H55EK5ciIiLiUSZPnkxubi7Tp08nJSWFoKAgtm/fTmlpKUuWLDHer3T1CaLva+LEiUyfPp1nn32WX//619hsNnJycigrK2P58uXGCqPZbKZfv34OB3wAMjMzsdlsxMXFUVxcTHFxsdMYw4YNAyAxMZFt27axdu1aysvL6d69O/n5+ezZs4fHHnuMe++994buxVMoXIqIiIhHCQ4OJisrizVr1pCdnU1dXR0RERFkZmYa7zxWVlZSUlLCjBkzbmis6OhoXnvtNbKysli3bh3e3t5ERUWxcOFCundvfP/16tWrHDp0iIyMDIe+FRUVnDlzBmj8dZ2mfmHHHi5btWrFihUrWL9+Pe+//z47d+4kNDSUjIwMHn/88Ru6D0/SymKxNH3WX0RERNzq/PnzhISENPc0pIXz5L8jvXMpIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiLNorCwkJiYGA4fPuxUV1FRwcKFCxk+fDgDBw4kNTWV3NzcJq+1a9cuBgwYQG1tLQBffvklv/vd7xg+fDgPPvggw4cPZ/HixZw/f96pr8ViYfny5YwcOZK4uDhSUlLYvn17k2MdPXqU6OhoysrKHPqPGjWK2NhYEhMTmTdvHqdPn3bqW1tby7p163jkkUeIi4sjOTmZt99+m/r6+m97XC2Gd3NPQERERG49Z8+eZc6cOTQ0NDjVVVVVMXXqVKqrqxkzZgwhISFs376dWbNmsWjRIoYOHerUx2w207t3b/z8/Pjqq6+YOHEiFy9eZPTo0fz85z+ntLSUrVu3sn//fjZs2EBwcDAAV65cYdq0aZSUlJCcnMzPf/5z9uzZw5IlS/jb3/7GhAkTXI7VtWtXwsLCsFqtpKWlcerUKUaMGEH37t0pLy9ny5Yt5Ofnk5WVRUREBAANDQ288MIL5OXlkZSURGRkJPv372f16tWcPXuW+fPnu/kpNw+FSxEREbmp9u7dy9KlS6murnZZn5WVRUVFBevXr6dnz54AJCUlkZqaSmZmJvHx8fj7+xvt6+vryc/PZ9KkSQD88Y9/pKqqitdee40HH3zQaPfAAw8wa9Ys/vVf/5U5c+YA8Ne//pXPPvuMJUuWkJiYCMDo0aOZMWMGWVlZDB8+nE6dOjnMz2QyERsbC8CmTZsoLS1l3rx5jB492mgzZMgQJkyYwOuvv87KlSsB2LNnD2azmeeee47x48cbY73yyivk5OQwcuRIevTo8cMfrIfQtriIiIj8/+zdaVxV16HH/R+DCMJVg+CEV6M0VUGTaCBxCEhvFY1xKCkOwSYmGqPi/VQJRmPaG6+osWoCJnVC0Vgfe4E21kijNd4Y+1jPYdCosRArF6LSB0QgeorIEIHzvODDrsdzMNOpQvL/vkld0157lxf/z1pr73PXxMXFsXTpUrp06WKEuVs1NDRw6NAhBg8ebARLgPbt2zN9+nQsFgvHjx+36ZOXl0dlZaUR+LKzswkICLAJlgDh4eH4+Phw6tQpo+zgwYN07drVZi4uLi4888wz3Lx5k0OHDtmMUV5eTkFBASNHjjSu1a5dOyZNmmTTbsCAAfTr18/mWgcOHKBdu3ZMnTrVpu2zzz4LwPvvv9/CU2tbtHIpIiLSitScXHSvp9Air5AN33qMixcvEhsbS0xMDLt27bKr/+yzz6iurna4ghccHAw0ndUcM2aMUW4ymejVqxe9e/cGIDk5merqarv+NTU11NTU4OratLZWVVXFxYsXiYiIsGvbfP28vDybcpPJhJeXF0OGDAFg5cqVXL16FTc3N5t2VquVa9euGddqnndgYKDNqitAQEAA9913n9212iqFSxERkVaksfJv93oK/1Lp6el4eHi0WF9WVgZA9+7d7eq6du0KQElJiU252Ww2Vi0Bu23sZqmpqTQ0NBASEmJcy2q1Omzv6elJx44dHV4rJCTEuAc/Pz/j/OatPvjgAyoqKggPDweaXuSprKw0Qqmje7v9Wm2VtsVFRETkrrlTsISm1UTAbnUPmgIfYLwRDk0v/+Tn5xvb1C05ceIEO3bswNvbmxkzZthcq0OHDg77eHp6UlNTY/y7vr6eEydO2ARZRwoLC1m/fj1ubm7Mnj37G12rLVO4FBERkVbDarXa/NeRW7eaMzMz8fDwYOjQoS22z8rKIj4+nsbGRlasWGG3UtnStaxWq81295kzZ7hx48Ydw+X58+eJjY3l+vXrxMfHM3DgwK90X7dfqy1TuBQREZFWw9vbG4C6ujq7uuYVSx8fH6PMZDIREhJC+/btHY6XkZHBSy+9RENDA6tWrTK2qeGfq4i3roTefr1br2U2m+nbty89evRw2N5kMjFv3jwsFgvx8fFER0d/rWs133tbpzOXIiIirYhrxwH3egr3VM+ePQG4cuWKXV1zWfPKY319PTk5OcyfP9/hWFu2bOGdd97Bx8eHtWvXEhoaanctFxcX45znrWpqarh+/bpxzhOawmNL2+979+7ljTfewNXVlYSEBMaOHWtT7+3tTefOnR1eC5rOf7YUWtsahUsREZFWxBlvZLdlffr0wcfHx+Gb081lgwcPBuDs2bNUVVU53KZOTEwkLS2N7t27k5SUZHzI/FYdOnTg/vvv59NPP7Wry83NBTA+h1RaWsqFCxd4+eWX7dqmpqaSlJREx44dWbduXYtb9MHBwZw8eZLa2lrj/ChAcXExFovFLpC2VdoWFxERkVbD3d2dMWPGcObMGc6ePWuU19XVkZaWhq+vrxEmzWYzffr0ISAgwGaMffv2kZaWRq9evWx+IceRJ554gsuXL3P48GGjzGq1smfPHjw8PIzvX5pMJry9vXn44Ydt+mdmZrJhwwY6depEcnLyHc9+jhs3jrq6OtLT023Kd+/eDcCECRPu8GTaDq1cioiISKsyZ84cjh07xsKFC4mJicHX15eMjAwKCwtZtWqVcb7y9k8QQdN29qZNmwCIiIhw+LvlXl5exrctp0+fzp/+9CdWrFjB3/72N3r37s2HH35ITk4OP//5z43PDJnNZkJDQ3F3t41OiYmJWK1WwsLCyM/PJz8/3+56TzzxBACRkZHs37+fzZs3U1JSQlBQEFlZWRw5coQpU6bQv3//b/fgWgmFSxEREWlV/Pz8SElJYdOmTaSnp1NfX09gYCCJiYnGmceysjIKCgpYtGiRTd9z584ZPyu5Z88eh+P36NHDCJeenp5s3bqVzZs3c/DgQW7cuEGfPn347//+b8aPHw/AzZs3OXnyJHFxcTbjlJaWcunSJaDp13Va+oWd5nDp4uLCm2++yfbt2zl8+DAHDhygZ8+exMXFMW3atK//oFopF4vF0vK7/iIiIuJU5eXl+Pv73+tpSBvXmv+OdOZSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJERETuidzcXIYNG8bHH39sV1daWsry5csZP3484eHhzJo1i2PHjrU41sGDB3n88cepra0F4PLly6xYsYLx48czfPhwxo8fz8qVKykvL//Gc2p2+vRpHn30UYqLiwGwWCysX7+eyZMnM2LECCIjI1m2bBkXL16061tbW0tycjJPPfUUYWFhREdHs2fPHhoaGu44r7bE/V5PQERERL5/ioqKWLJkCY2NjXZ1FRUVzJ07l8rKSqZOnYq/vz8ZGRksXryYhIQExo0bZ9fHbDYzZMgQPD09uXbtGrNnz+b69etERUVx//33U1hYyHvvvUd2dja7du3Cz8/va83p9mv17t2bgIAA6urqmD9/PhcuXGDChAkEBQVRUlLC3r17ycrKIiUlhcDAQAAaGxt55ZVXyMzMZOLEiQQHB5Odnc3bb79NUVERr7766jd8mq2LwqWIiIjcVUePHmX16tVUVlY6rE9JSaG0tJTt27fz4IMPAjBx4kRmzZpFYmIio0aNwsvLy2jf0NBAVlYWL7zwAgBbt26loqKCt956i+HDhxvtHnvsMRYvXszOnTtZsmTJ15rTrUwmEyNGjAAgNTWVwsJCli1bRlRUlNFm9OjRPP/882zcuJGkpCQAjhw5gtlsZsGCBcycOROAqKgo1qxZw759+5g0aRKDBg360uu3dtoWFxERkbsmLi6OpUuX0qVLFyIjI+3qGxoaOHToEIMHDzaCJUD79u2ZPn06FouF48eP2/TJy8ujsrLSCHzZ2dkEBATYBEuA8PBwfHx8OHXq1Nea063Ky8spKChg5MiRxrXatWvHpEmTbNoNGDCAfv362VzrwIEDtGvXjqlTp9q0ffbZZwF4//3373jttkIrlyIiIq3ItgMJ93oKLXrxyde+9RgXL14kNjaWmJgYdu3aZVf/2WefUV1d7XAFLzg4GGg6FzlmzBij3GQy0atXL3r37g1AcnIy1dXVdv1ramqoqanB1dV2be3L5nQrk8mEl5cXQ4YMAWDlypVcvXoVNzc3m3ZWq5Vr167ZXCs3N5fAwECbVVeAgIAA7rvvPvLy8u547bZC4VJERKQV+Xt54b2ewr9Ueno6Hh4eLdaXlZUB0L17d7u6rl27AlBSUmJTbjabjVVLgG7dujkcOzU1lYaGBkJCQr7WnG6/VkhIiNHez8/P4fnNDz74gIqKCsLDw4GmF3kqKyuNUOro3m6/r7ZK2+IiIiJy13xZiKuqqgKwW90D8PT0BDDeCIeml3/y8/ONbeqWnDhxgh07duDt7c2MGTO+1pya1dfXc+LECZsg60hhYSHr16/Hzc2N2bNnA/+8rw4dOjjs4+npSU1NzVeaR2uncCkiIiKthtVqtfmvI7duNWdmZuLh4cHQoUNbbJ+VlUV8fDyNjY2sWLGixZXNL3PmzBlu3Lhxx3B5/vx5YmNjuX79OvHx8QwcOBD48vuyWq12W+ttlcKliIiItBre3t4A1NXV2dU1r1j6+PgYZSaTiZCQENq3b+9wvIyMDF566SUaGhpYtWqVsU39TZjNZvr27UuPHj0c1ptMJubNm4fFYiE+Pp7o6GijrnnF8tZV11vV1tYa997W6cyliIhIK/Lv/oH3egr3VM+ePQG4cuWKXV1zWfPKY319PTk5OcyfP9/hWFu2bOGdd97Bx8eHtWvXEhoa+q3mZjKZWtx+37t3L2+88Qaurq4kJCQwduxYm3pvb286d+5snCm9XVlZWYuhta1RuBQREWlFnPFGdlvWp08ffHx8HL453Vw2ePBgAM6ePUtVVZXDberExETS0tLo3r07SUlJxofMv6nS0lIuXLjAyy+/bFeXmppKUlISHTt2ZN26dS1u0QcHB3Py5Elqa2uN86MAxcXFWCwWu0DaVmlbXERERFoNd3d3xowZw5kzZzh79qxRXldXR1paGr6+vkaYNJvN9OnTh4CAAJsx9u3bR1paGr169bL5hZxvw2Qy4e3tzcMPP2xTnpmZyYYNG+jUqRPJycl3PPs5btw46urqSE9PtynfvXs3ABMmTPjW82wNtHIpIiIircqcOXM4duwYCxcuJCYmBl9fXzIyMigsLGTVqlXG+crbP0EETd+y3LRpEwAREREOfyPcy8uLiIiIrzUns9lMaGgo7u620SkxMRGr1UpYWBj5+fnk5+fb9X3iiScAiIyMZP/+/WzevJmSkhKCgoLIysriyJEjTJkyhf79+3+tObVWCpciIiLSqvj5+ZGSksKmTZtIT0+nvr6ewMBAEhMTjTOPZWVlFBQUsGjRIpu+586dM37Ccc+ePQ7H79Gjx9cKlzdv3uTkyZPExcXZlJeWlnLp0iWg6dd1WvqFneZw6eLiwptvvsn27ds5fPgwBw4coGfPnsTFxTFt2rSvPJ/WzsVisbT8rr+IiIg4VXl5Of7+/vd6GtLGtea/I525FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUERGReyI3N5dhw4bx8ccf29WVlpayfPlyxo8fT3h4OLNmzeLYsWMtjnXw4EEef/xxamtrAbh8+TIrVqxg/PjxDB8+nPHjx7Ny5UrKy8vt+hYUFPDKK68QGRnJiBEjmDx5MomJiVRVVTm81unTp3n00UcpLi4GwGKxsH79eiZPnsyIESOIjIxk2bJlXLx40a5vbW0tycnJPPXUU4SFhREdHc2ePXtoaGj4Ko+sTXC/1xMQERGR75+ioiKWLFlCY2OjXV1FRQVz586lsrKSqVOn4u/vT0ZGBosXLyYhIYFx48bZ9TGbzQwZMgRPT0+uXbvG7NmzuX79OlFRUdx///0UFhby3nvvkZ2dza5du/Dz8wPg0qVLzJ49Gzc3N6Kjo+nevTt//etf+d3vfsfJkyfZsWMHXl5edtfq3bs3AQEB1NXVMX/+fC5cuMCECRMICgqipKSEvXv3kpWVRUpKCoGBgQA0NjbyyiuvkJmZycSJEwkODiY7O5u3336boqIiXn311X/Bk777FC5FRETkrjp69CirV6+msrLSYX1KSgqlpaVs376dBx98EICJEycya9YsEhMTGTVqlE3ga2hoICsrixdeeAGArVu3UlFRwVtvvcXw4cONdo899hiLFy9m586dLFmyBIA33niDmzdvsnPnTiMEPvXUUwwYMIA333yTd999l2eeecZmfiaTiREjRgCQmppKYWEhy5YtIyoqymgzevRonn/+eTZu3EhSUhIAR44cwWw2s2DBAmbOnAlAVFQUa9asYd++fUyaNIlBgwZ98wfbSmhbXERERO6auLg4li5dSpcuXYiMjLSrb2ho4NChQwwePNgIlgDt27dn+vTpWCwWjh8/btMnLy+PyspKI/BlZ2cTEBBgEywBwsPD8fHx4dSpUwDcvHmTM2fO8PDDDxvBstn48eMBjLbNysvLKSgoYOTIkca12rVrx6RJk2zaDRgwgH79+tn0P3DgAO3atWPq1Kk2bZ999lkA3n//fUePrM3RyqWIiEgrsn///ns9hRZNnjz5W49x8eJFYmNjiYmJYdeuXXb1n332GdXV1Q5X8IKDg4Gms5pjxowxyk0mE7169aJ3794AJCcnU11dbde/pqaGmpoaXF2b1tbc3NxIS0vDarXatb169arR5lYmkwkvLy+GDBkCwMqVK7l69apdO6vVyrVr14xrNc87MDDQbps9ICCA++67j7y8PLt5tEUKlyIiIq1IWVnZvZ7Cv1R6ejoeHh4t1jfff/fu3e3qunbtCkBJSYlNudlsNlYtAbp16+Zw7NTUVBoaGggJCQHA1dWVgIAAh2337NkDwCOPPGJ3rZCQEOMe/Pz8jPObt/rggw+oqKggPDwcaHqRp7Ky0gilju7t9vtqq7QtLiIiInfNnYIlYLyhffvqHoCnpyeA8UY4NL38k5+fb2xTt+TEiRPs2LEDb29vZsyYcce2Bw8eZP/+/XTr1s1mtba+vp4TJ07YBFlHCgsLWb9+PW5ubsyePdvmvjp06OCwj6enJzU1NXcct61QuBQREZFWo3mL2tFWdbNbt5ozMzPx8PBg6NChLbbPysoiPj6exsZGVqxY0eLKJjSde1y5ciVeXl6sXbvWJgyeOXOGGzdu3DFcnj9/ntjYWK5fv058fDwDBw78SvdltVrtttbbKoVLERERaTW8vb0BqKurs6trXrH08fExykwmEyEhIbRv397heBkZGbz00ks0NDSwatUqY5vakR07dpCQkICXlxdvvfUWQUFBNvVms5m+ffvSo0cPh/1NJhPz5s3DYrEQHx9PdHS0UdccUm9ddb393prvva3TmUsREZFWpPlc4fdVz549Abhy5YpdXXNZ88pjfX09OTk5zJ8/3+FYW7Zs4Z133sHHx4e1a9cSGhrqsF19fT2vv/4677//Pl27diUpKYkHHnjArp3JZGpx+33v3r288cYbuLq6kpCQwNixY23qvb296dy5c4tnasvKyloMrW2NwqWIiEgr4ow3stuyPn364OPj4/DN6eaywYMHA3D27FmqqqocblMnJiaSlpZG9+7dSUpKsvvUULOGhgZ++ctf8tFHH/GDH/yADRs2OAz4paWlXLhwgZdfftmuLjU1laSkJDp27Mi6deta3KIPDg7m5MmT1NbWGudHAYqLi7FYLHaBtK3StriIiIi0Gu7u7owZM4YzZ85w9uxZo7yuro60tDR8fX2NMGk2m+nTp4/dG9/79u0jLS2NXr162fxCjiPJycl89NFHBAcHs23bthZXjk0mE97e3jz88MM25ZmZmWzYsIFOnTqRnJx8x7Of48aNo66ujvT0dJvy3bt3AzBhwoQW+7YlWrkUERGRVmXOnDkcO3aMhQsXEhMTg6+vLxkZGRQWFrJq1SrjfOXtnyCCpm9Zbtq0CYCIiAiHv1vu5eVFREQEpaWl/D//z/+Di4sLERER/OUvf7Fr6+vry2OPPYbZbCY0NBR3d9volJiYiNVqJSwsjPz8fPLz8+3GeOKJJwCIjIxk//79bN68mZKSEoKCgsjKyuLIkSNMmTKF/v37f7MH1sooXIqIiEir4ufnR0pKCps2bSI9PZ36+noCAwNJTEw0zjyWlZVRUFDAokWLbPqeO3fO+FnJ5m9V3q5Hjx5G8GxoaAAwAunthg4dytChQzl58iRxcXE2daWlpVy6dAloesu8pV/YaQ6XLi4uvPnmm2zfvp3Dhw9z4MABevbsSVxcHNOmTfsKT6ZtcLFYLC2/6y8iIiJOVV5ejr+//72ehrRxrfnvSGcuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURE5J7Izc1l2LBhfPzxx3Z1paWlLF++nPHjxxMeHs6sWbM4duxYi2MdPHiQxx9/nNraWgAuX77MihUrGD9+PMOHD2f8+PGsXLmS8vJyu77FxcX813/9FxMmTDCu9b//+78tXuv06dM8+uijFBcXA2CxWFi/fj2TJ09mxIgRREZGsmzZMi5evGjXt7a2luTkZJ566inCwsKIjo5mz549NDQ0fNnjajPc7/UERERE5PunqKiIJUuW0NjYaFdXUVHB3LlzqaysZOrUqfj7+5ORkcHixYtJSEhg3Lhxdn3MZjNDhgzB09OTa9euMXv2bK5fv05UVBT3338/hYWFvPfee2RnZ7Nr1y78/PwAuHLlCrNnz+bmzZtMmzYNX19fDh8+zC9+8QtKS0t55plnHF6rd+/eBAQEUFdXx/z587lw4QITJkwgKCiIkpIS9u7dS1ZWFikpKQQGBgLQ2NjIK6+8QmZmJhMnTiQ4OJjs7GzefvttioqKePXVV538lO8NhUsRERG5q44ePcrq1auprKx0WJ+SkkJpaSnbt2/nwQcfBGDixInMmjWLxMRERo0ahZeXl9G+oaGBrKwsXnjhBQC2bt1KRUUYqFI1AAEAAElEQVQFb731FsOHDzfaPfbYYyxevJidO3eyZMkSALZs2cK1a9fYsWMHgwYNAiAqKornnnuO7du3ExUVhY+Pj838TCYTI0aMACA1NZXCwkKWLVtGVFSU0Wb06NE8//zzbNy4kaSkJACOHDmC2WxmwYIFzJw507jWmjVr2LdvH5MmTTLm0JZpW1xERETumri4OJYuXUqXLl2IjIy0q29oaODQoUMMHjzYCJYA7du3Z/r06VgsFo4fP27TJy8vj8rKSiPwZWdnExAQYBMsAcLDw/Hx8eHUqVNGmYuLCyNGjLAJdW5uboSEhFBbW8ulS5dsxigvL6egoICRI0ca12rXrh2TJk2yaTdgwAD69etnc60DBw7Qrl07pk6datP22WefBeD9999v4am1LVq5FBERaUXSf/Lbez2FFk17b8a3HuPixYvExsYSExPDrl277Oo/++wzqqurHa7gBQcHA01nNceMGWOUm0wmevXqRe/evQFITk6murrarn9NTQ01NTW4uv5zbW358uUO53n+/HlcXV3p1q2bTbnJZMLLy4shQ4YAsHLlSq5evYqbm5tNO6vVyrVr12yulZubS2BgoM2qK0BAQAD33XcfeXl5DufS1ihcioiItCKlpy/f6yn8S6Wnp+Ph4dFifVlZGQDdu3e3q+vatSsAJSUlNuVms9lYtQTsAmGz1NRUGhoaCAkJcVhfVVVFUVERv/vd7zh58iTTp083zmbeeq2QkBDjHvz8/OzaAHzwwQdUVFQQHh4ONL3IU1lZaYRSR/d2+321VQqXIiIictfcKVhCU8AD7Fb3ADw9PQGMN8Kh6eWf/Px8YmNj7zjuiRMn2LFjB97e3syY4XgFNiEhgT//+c8ADBo0iOeff96mvr6+nhMnTvCf//mfd7xWYWEh69evx83NjdmzZ9vcV4cOHRz28fT0pKam5o7jthU6cykiIiKthtVqtfmvI7duNWdmZuLh4cHQoUNbbJ+VlUV8fDyNjY2sWLGixZXNiRMnsn79embNmkVBQQHPPPOM8bkhgDNnznDjxg2bVdLbnT9/ntjYWK5fv058fDwDBw78SvdltVrtttbbKoVLERERaTW8vb0BqKurs6trXrG89e1tk8lESEgI7du3dzheRkYGL730Eg0NDaxatcrYpnYkLCyMUaNGMW/ePFavXk1ZWRk7duww6s1mM3379qVHjx4O+5tMJubNm4fFYiE+Pp7o6GijrnnF8tZV19vvrfne2zpti4uIiLQi3Yc4Di7fFz179gSavj95u+ay5pXH+vp6cnJymD9/vsOxtmzZwjvvvIOPjw9r164lNDT0K88jLCwMb29vzp07Z5SZTCbjLfHb7d27lzfeeANXV1cSEhIYO3asTb23tzedO3c2zpTerqysrMXQ2tYoXIqIiLQizngjuy3r06cPPj4+Dt+cbi4bPHgwAGfPnqWqqsrhNnViYiJpaWl0796dpKQk40Pmt7JYLLzwwgv88Ic/5PXXX7epu3nzJl988YWxIlpaWsqFCxd4+eWX7cZJTU0lKSmJjh07sm7duha36IODgzl58iS1tbXG+VFo+oUgi8ViF0jbKm2Li4iISKvh7u7OmDFjOHPmDGfPnjXK6+rqSEtLw9fX1wiTZrOZPn36EBAQYDPGvn37SEtLo1evXja/kHO7zp074+7uzv/7//6/FBYW2tTt2bOHmzdvEhERATStWnp7e/Pwww/btMvMzGTDhg106tSJ5OTkO579HDduHHV1daSnp9uU7969G4AJEya0/GDaEK1cioiISKsyZ84cjh07xsKFC4mJicHX15eMjAwKCwtZtWqVsZp4+yeIoOlblps2bQIgIiLC4e+We3l5GaFx6dKl/PznP2f+/PlER0fj6+vLyZMn+eijj3jooYd4+umnjWuFhobi7m4bnRITE7FarYSFhZGfn09+fr7d9Z544gkAIiMj2b9/P5s3b6akpISgoCCysrI4cuQIU6ZMoX///t/uwbUSCpciIiLSqvj5+ZGSksKmTZtIT0+nvr6ewMBAEhMTjTOPZWVlFBQUsGjRIpu+586dM35Wcs+ePQ7H79GjhxEuhwwZwo4dO9i2bRvp6enU1tYSEBDA3LlzeeaZZ/Dw8ODmzZucPHmSuLg4m3FKS0uNX/B5//33W/yFneZw6eLiwptvvsn27ds5fPgwBw4coGfPnsTFxTFt2rRv9KxaIxeLxdLyu/4iIiLiVOXl5fj7+9/raUgb15r/jnTmUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERE7onc3FyGDRvGxx9/bFdXWlrK8uXLGT9+POHh4cyaNYtjx461ONbBgwd5/PHHqa2tBeDy5cusWLGC8ePHM3z4cMaPH8/KlSspLy+/45waGhqYM2cOjz76aIttTp8+zaOPPkpxcTEAFouF9evXM3nyZEaMGEFkZCTLli3j4sWLdn1ra2tJTk7mqaeeIiwsjOjoaPbs2UNDQ8Md59WWuN/rCYiIiMj3T1FREUuWLKGxsdGurqKigrlz51JZWcnUqVPx9/cnIyODxYsXk5CQwLhx4+z6mM1mhgwZgqenJ9euXWP27Nlcv36dqKgo7r//fgoLC3nvvffIzs5m165d+Pn5OZzXrl27+OSTT+44d7PZTO/evQkICKCuro758+dz4cIFJkyYQFBQECUlJezdu5esrCxSUlIIDAwEoLGxkVdeeYXMzEwmTpxIcHAw2dnZvP322xQVFfHqq69+gyfZ+ihcioiIyF119OhRVq9eTWVlpcP6lJQUSktL2b59Ow8++CAAEydOZNasWSQmJjJq1Ci8vLyM9g0NDWRlZfHCCy8AsHXrVioqKnjrrbcYPny40e6xxx5j8eLF7Ny5kyVLlthdNy8vj5SUFDw8PPjiiy9anL/JZGLEiBEApKamUlhYyLJly4iKijLajB49mueff56NGzeSlJQEwJEjRzCbzSxYsICZM2cCEBUVxZo1a9i3bx+TJk1i0KBBX+kZtmbaFhcREZG7Ji4ujqVLl9KlSxciIyPt6hsaGjh06BCDBw82giVA+/btmT59OhaLhePHj9v0ycvLo7Ky0gh82dnZBAQE2ARLgPDwcHx8fDh16pTddaurq3nttdcYPnz4HQNeeXk5BQUFjBw50rhWu3btmDRpkk27AQMG0K9fP5trHThwgHbt2jF16lSbts8++ywA77//fovXbUu0cikiItKKjHm/7F5PoUX/O6Hrtx7j4sWLxMbGEhMTw65du+zqP/vsM6qrqx0GvODgYKDprOaYMWOMcpPJRK9evejduzcAycnJVFdX2/WvqamhpqYGV1f7tbU333yTqqoqfvGLX/CLX/yixfmbTCa8vLwYMmQIACtXruTq1au4ubnZtLNarVy7ds3mWrm5uQQGBtqsugIEBARw3333kZeX1+J12xKFSxERkVbkRPnNez2Ff6n09HQ8PDxarC8rawrX3bt3t6vr2rUp3JaUlNiUm81mY9USoFu3bg7HTk1NpaGhgZCQEJvyo0eP8sc//pH169fTpUuXO87fbDYTEhJi3IOfn5/D85sffPABFRUVhIeHA00v8lRWVhqh1NG93X5fbZW2xUVEROSuuVOwBKiqqgKwW90D8PT0BDDeCIeml3/y8/ONbeqWnDhxgh07duDt7c2MGTOM8rKyMlavXs2kSZMYNWrUHceor6/nxIkTNkHWkcLCQtavX4+bmxuzZ8+2ua8OHTo47OPp6UlNTc0dx20rFC5FRESk1bBarTb/deTWrebMzEw8PDwYOnRoi+2zsrKIj4+nsbGRFStWGCubVquVFStW8G//9m+89NJLXzq3M2fOcOPGjTuGy/PnzxMbG8v169eJj49n4MCBX+m+rFar3dZ6W6VtcREREWk1vL29Aairq7Ora16x9PHxMcpMJhMhISG0b9/e4XgZGRn86le/wsXFhVWrVhnb1AD/8z//w8mTJ1m/fj1ffPGF8YZ4fX090PT9SldXVzp27Ag0bYn37duXHj16OLyWyWTil7/8JdXV1cTHxxMdHW3UNa9Y3rrqevu9Nd97W6dwKSIi0oqE+re711O4p3r27AnAlStX7Oqay5pXHuvr68nJyWH+/PkOx9qyZQvvvPMOPj4+rF27ltDQUJv6v/zlL1itVhYvXuywf2RkJD169GD//v1AU3hsaft97969vPHGG7i6upKQkMDYsWNt6r29vencubNxpvR2ZWVlLYbWtkbhUkREpBVxxhvZbVmfPn3w8fFx+OZ0c9ngwYMBOHv2LFVVVQ63qRMTE0lLS6N79+4kJSUZHzK/1cKFC7l+/bpd+YYNGygoKGDjxo3GimhpaSkXLlzg5ZdftmufmppKUlISHTt2ZN26dS1u0QcHB3Py5Elqa2uN86MAxcXFWCwWu0DaVilcioiISKvh7u7OmDFjeO+99zh79qzxrcu6ujrS0tLw9fU1wqTZbKZPnz4EBATYjLFv3z7S0tLo1asXW7duNd4yv13zecjbNW+D3/oTkCaTCW9vbx5++GGbtpmZmWzYsIFOnTqxdetWhyG22bhx4zCZTKSnpxsfUQfYvXs3ABMmTGixb1uicCkiIiKtypw5czh27BgLFy4kJiYGX19fMjIyKCwsZNWqVcZq4u2fIIKmb1lu2rQJgIiICIe/W+7l5UVERMTXmpPZbCY0NBR3d9volJiYiNVqJSwsjPz8fPLz8+36PvHEE0DTNvv+/fvZvHkzJSUlBAUFkZWVxZEjR5gyZQr9+/f/WnNqrRQuRUREpFXx8/MjJSWFTZs2kZ6eTn19PYGBgSQmJhpnHsvKyigoKGDRokU2fc+dO2f8rOSePXscjt+jR4+vFS5v3rzJyZMniYuLsykvLS3l0qVLQNOv67T0CzvN4dLFxYU333yT7du3c/jwYQ4cOEDPnj2Ji4tj2rRpX3k+rZ2LxWJp+V1/ERERcary8nL8/f3v9TSkjWvNf0f6zqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI37vZ6AiIiIfD/l5ubywgsvsGnTJh555BGbutLSUrZs2cKJEyeoqqriBz/4Ac899xzh4eEOxzp48CCvv/46H374IZ6enly+fJlt27aRnZ3NtWvXuO+++xg+fDjz5s3D39/fpu+qVavIyMhwOO5rr73GhAkTbMpOnz7N3Llz2bdvHwEBAVgsFrZv387x48cpLy/Hx8eHRx55hLlz53L//ffb9K2treU3v/kNH3zwAeXl5XTr1o2f/OQnPP3007i5uX3NJ9g6KVyKiIjIXVdUVMSSJUtobGy0q6uoqGDu3LlUVlYydepU/P39ycjIYPHixSQkJDBu3Di7PmazmSFDhuDp6cm1a9eYPXs2169fJyoqivvvv5/CwkLee+89srOz2bVrF35+fkbfgoICevTowbx58+zGffDBBx1eq3fv3gQEBFBXV8f8+fO5cOECEyZMICgoiJKSEvbu3UtWVhYpKSkEBgYC0NjYyCuvvEJmZiYTJ04kODiY7Oxs3n77bYqKinj11Ve/zSNtNRQuRURE5K46evQoq1evprKy0mF9SkoKpaWlbN++3Qh3EydOZNasWSQmJjJq1Ci8vLyM9g0NDWRlZfHCCy8AsHXrVioqKnjrrbcYPny40e6xxx5j8eLF7Ny5kyVLlgBNga+wsJCwsDCeeOKJrzR/k8nEiBEjAEhNTaWwsJBly5YRFRVltBk9ejTPP/88GzduJCkpCYAjR45gNptZsGABM2fOBCAqKoo1a9awb98+Jk2axKBBg77SHFoznbkUERGRuyYuLo6lS5fSpUsXIiMj7eobGho4dOgQgwcPtlk1bN++PdOnT8disXD8+HGbPnl5eVRWVhqBLzs7m4CAAJtgCRAeHo6Pjw+nTp0yyv7+979TV1dnrC5+mfLycgoKChg5cqRxrXbt2jFp0iSbdgMGDKBfv3421zpw4ADt2rVj6tSpNm2fffZZAN5///2vNIfWTiuXIiIirYhXQuy9nkKLal7b/K3HuHjxIrGxscTExLBr1y67+s8++4zq6mqHK3jBwcFA01nNMWPGGOUmk4levXrRu3dvAJKTk6murraff00NNTU1uLr+c20tPz8fgH79+gFNZyLbtWvX4vlHk8mEl5cXQ4YMAWDlypVcvXrVrr3VauXatWs218rNzSUwMNBm1RUgICCA++67j7y8PIfXbGsULkVERFoRt8JP7/UU/qXS09Px8PBosb6srAyA7t2729V17doVgJKSEptys9lsrFoCdOvWzeHYqampNDQ0EBISYpT93//9HwBZWVls2LCBy5cv065dO4YPH05cXBwBAQF21woJCTHuwc/Pz+b8ZrMPPviAiooK4wWk2tpaKisrjVDq6N5uv6+2StviIiIictfcKVgCVFVVAdit7gF4enoCTUGtWUVFBfn5+cY2dUtOnDjBjh078Pb2ZsaMGUZ5QUEBAH/96195/vnnWbduHdOmTSMzM5NZs2bZBL76+npOnDhhE2QdKSwsZP369bi5uTF79myb++rQoYPDPp6entTU1Nxx3LZCK5ciIiLSalitVpv/OnLrVnNmZiYeHh4MHTq0xfZZWVnGm+krVqywWdmMjIxkwIABPPvss0Z4jYiIYPDgwSxdupQtW7awcuVKAM6cOcONGzfuGC7Pnz/Pz3/+c65fv86SJUsYOHDgV7ovq9WqTxGJiIiIOJu3tzcAdXV1dnXNK5Y+Pj5GmclkIiQkhPbt2zscLyMjg1/96le4uLiwatUqu+9kOvqsEcCPfvQjunXrRlZWllFmNpvp27cvPXr0cNjHZDLxy1/+kurqauLj44mOjjbqmlcsb111vf3emu+9rVO4FBERaUUaAoPu9RTuqZ49ewJw5coVu7rmsuaVx/r6enJycpg/f77DsbZs2cI777yDj48Pa9euJTQ09GvNxdfX19g2h6bw2NL2+969e3njjTdwdXUlISGBsWPH2tR7e3vTuXNn40zp7crKyloMrW2NwqWIiEgr4ow3stuyPn364OPj4/DN6eaywYMHA3D27FmqqqocblMnJiaSlpZG9+7dSUpKcvipIYvFQmxsLL169WLdunU2dfX19fz973+nV69eQNMvBl24cIGXX37ZbpzU1FSSkpLo2LEj69ata3GLPjg4mJMnT1JbW2tswQMUFxdjsVjsAmlbpRd6REREpNVwd3dnzJgxnDlzhrNnzxrldXV1pKWl4evra4RJs9lMnz597N7o3rdvH2lpafTq1cvmF3Ju17lzZxoaGvjLX/7CuXPnbOp27dpFVVWV8dOPJpMJb29vHn74YZt2mZmZbNiwgU6dOpGcnHzHs5/jxo2jrq6O9PR0m/Ldu3cD2P3MZFullUsRERFpVebMmcOxY8dYuHAhMTEx+Pr6kpGRQWFhIatWrTLOV97+CSJo+pblpk2bgKYXcz7++GO78b28vIiIiABgyZIlLFy4kAULFhAdHU3Xrl05efIkH330EY888ghPP/20ca3Q0FDc3W2jU2JiIlarlbCwMPLz843vZt6q+Zd/IiMj2b9/P5s3b6akpISgoCCysrI4cuQIU6ZMoX///t/uwbUSCpciIiLSqvj5+ZGSksKmTZtIT0+nvr6ewMBAEhMTjTOPZWVlFBQUsGjRIpu+586dM35Wcs+ePQ7H79GjhxEuH3nkEVJSUkhJSeEPf/gDNTU19OzZk7lz5/Kzn/0Md3d3bt68ycmTJ4mLi7MZp7S0lEuXLgFNv67T0i/sNIdLFxcX3nzzTbZv387hw4c5cOAAPXv2JC4ujmnTpn2jZ9UauVgslpbf9RcRERGnKi8vx9/f/15PQ9q41vx3pDOXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIick/k5uYybNgwPv74Y7u60tJSli9fzvjx4wkPD2fWrFkcO3asxbEOHjzI448/Tm1tLQCXL19mxYoVjB8/nuHDhzN+/HhWrlxJeXm5Xd/GxkZ+97vfERMTQ1hYGBMmTGDFihWUlZU5vNbp06d59NFHKS4uBsBisbB+/XomT57MiBEjiIyMZNmyZVy8eNGub21tLcnJyTz11FOEhYURHR3Nnj17aGho+CqPrE1wv9cTEBERke+foqIilixZQmNjo11dRUUFc+fOpbKykqlTp+Lv709GRgaLFy8mISGBcePG2fUxm80MGTIET09Prl27xuzZs7l+/TpRUVHcf//9FBYW8t5775Gdnc2uXbvw8/Mz+q5YsYI//elPhIeHEx0dzaVLl3j33Xc5c+YMu3fv5t/+7d/srtW7d28CAgKoq6tj/vz5XLhwgQkTJhAUFERJSQl79+4lKyuLlJQUAgMDgaYQ+8orr5CZmcnEiRMJDg4mOzubt99+m6KiIl599VUnP+V7Q+FSRERE7qqjR4+yevVqKisrHdanpKRQWlrK9u3befDBBwGYOHEis2bNIjExkVGjRuHl5WW0b2hoICsrixdeeAGArVu3UlFRwVtvvcXw4cONdo899hiLFy9m586dLFmyBIA///nP/OlPfyI6OtooA3jggQdISEjgD3/4AzNnzrSZn8lkYsSIEQCkpqZSWFjIsmXLiIqKMtqMHj2a559/no0bN5KUlATAkSNHMJvNLFiwwBgzKiqKNWvWsG/fPiZNmsSgQYO+2UNtRbQtLiIiIndNXFwcS5cupUuXLkRGRtrVNzQ0cOjQIQYPHmwES4D27dszffp0LBYLx48ft+mTl5dHZWWlEfiys7MJCAiwCZYA4eHh+Pj4cOrUKaNs7969eHt7s2DBApu2kZGRzJw5k969e9uUl5eXU1BQwMiRI41rtWvXjkmTJtm0GzBgAP369bO51oEDB2jXrh1Tp061afvss88C8P777zt4Ym2PVi5FRERakZqTi+71FFrkFbLhW49x8eJFYmNjiYmJYdeuXXb1n332GdXV1Q5X8IKDg4Gms5pjxowxyk0mE7169TKCYHJyMtXV1Xb9a2pqqKmpwdW1aW2toaGBM2fOEBoaire3N9B0JtLNzQ0PDw+7wNl8LS8vL4YMGQLAypUruXr1Km5ubjbtrFYr165dM67VPO/AwECbVVeAgIAA7rvvPvLy8uwfWBukcCkiItKKNFb+7V5P4V8qPT0dDw+PFuubX6Lp3r27XV3Xrl0BKCkpsSk3m83GqiVAt27dHI6dmppKQ0MDISEhxjh1dXX07NmTjz76iJSUFAoKCnBzcyMkJITFixfTp08fu2uFhIQY9+Dn52dzfrPZBx98QEVFBeHh4UBTaK2srDRCqaN7u/2+2ipti4uIiMhdc6dgCVBVVQVgt7oH4OnpCWC8EQ5NL//k5+cb29QtOXHiBDt27MDb25sZM2YAcP36dQBycnJ47bXXePzxx1m3bh2zZs3izJkzzJ4923gjHKC+vp4TJ07YBFlHCgsLWb9+PW5ubsyePdvmvjp06OCwj6enJzU1NXcct61QuBQREZFWw2q12vzXkVu3mjMzM/Hw8GDo0KEtts/KyiI+Pp7GxkZWrFhhrGx+8cUXQNNW/cqVK4mNjSUiIoI5c+bw+uuvU1lZSXJysjHOmTNnuHHjxh3D5fnz54mNjeX69evEx8czcODAr3RfVqvVbmu9rVK4FBERkVaj+exjXV2dXV3ziqWPj49RZjKZCAkJoX379g7Hy8jI4KWXXqKhoYFVq1YZ29Twz9XRrl278qMf/cimX1hYGN26dSMnJ8coM5vN9O3blx49eji8lslkYt68eVgsFuLj44mOjjbqmlcsb111vf3emu+9rdOZSxERkVbEteOAez2Fe6pnz54AXLlyxa6uuax55bG+vp6cnBzmz5/vcKwtW7bwzjvv4OPjw9q1awkNDbWpbx7H19fXYf8uXbpQUFBg/NtkMrW4/b53717eeOMNXF1dSUhIYOzYsTb13t7edO7cucUPs5eVlbUYWtsahUsREZFWxBlvZLdlffr0wcfHx+Gb081lgwcPBuDs2bNUVVU53KZOTEwkLS2N7t27k5SUZHzI/FadO3emV69e/P3vf6eurs5m9bOxsZGSkhIj7JaWlnLhwgVefvllu3FSU1NJSkqiY8eOrFu3rsUt+uDgYE6ePEltba1xfhSguLgYi8ViF0jbKm2Li4iISKvh7u7OmDFjOHPmDGfPnjXK6+rqSEtLw9fX1wiTZrOZPn36EBAQYDPGvn37SEtLo1evXja/kOPIxIkTuXHjBnv27LEpf++997BYLMYnj0wmE97e3jz88MM27TIzM9mwYQOdOnUiOTn5jmc/x40bR11dHenp6Tblu3fvBmDChAkt9m1LtHIpIiIircqcOXM4duwYCxcuJCYmBl9fXzIyMigsLGTVqlXGCuPtnyCCpm9Zbtq0CYCIiAiHv1vu5eVFREQEADNmzMBkMpGcnMzFixcZOnQo58+f57333iMwMJBnnnnGuFZoaCju7rbRKTExEavVSlhYGPn5+eTn59td74knngCaPsy+f/9+Nm/eTElJCUFBQWRlZXHkyBGmTJlC//79v92DayUULkVERKRV8fPzIyUlhU2bNpGenk59fT2BgYEkJiYaZx7LysooKChg0aJFNn3PnTtn/Kzk7auRzXr06GGESw8PDzZu3Mju3bs5dOgQH330Effddx9Tpkxh7ty5eHp6cvPmTU6ePElcXJzNOKWlpVy6dAlo+nWdln5hpzlcuri48Oabb7J9+3YOHz7MgQMH6NmzJ3FxcUybNu0bPavWyMVisbT8rr+IiIg4VXl5Of7+/vd6GtLGtea/I525FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGncb/XExAREZHvp9zcXF544QU2bdrEI488YlNXWlrKli1bOHHiBFVVVfzgBz/gueeeIzw83OFYBw8e5PXXX+fDDz/E09OTy5cvs23bNrKzs7l27Rr33Xcfw4cPZ968efj7+wNQUlLCT37ykzvOsUePHuzfv9+m7PTp08ydO5d9+/YREBCAxWJh+/btHD9+nPLycnx8fHjkkUeYO3cu999/v03f2tpafvOb3/DBBx9QXl5Ot27d+MlPfsLTTz+Nm5vb13uArZTCpYiIiNx1RUVFLFmyhMbGRru6iooK5s6dS2VlJVOnTsXf35+MjAwWL15MQkIC48aNs+tjNpsZMmQInp6eXLt2jdmzZ3P9+nWioqK4//77KSws5L333iM7O5tdu3bh5+fHfffdx4oVKxzO709/+hNZWVn86Ec/cnit3r17ExAQQF1dHfPnz+fChQtMmDCBoKAgSkpK2Lt3L1lZWaSkpBAYGAhAY2Mjr7zyCpmZmUycOJHg4GCys7N5++23KSoq4tVXX/2WT7V1ULgUERGRu+ro0aOsXr2ayspKh/UpKSmUlpayfft2HnzwQQAmTpzIrFmzSExMZNSoUXh5eRntGxoayMrK4oUXXgBg69atVFRU8NZbbzF8+HCj3WOPPcbixYvZuXMnS5YswcvLiyeeeMLu+vn5+Zw6dYqHHnqI//zP/7SrN5lMjBgxAoDU1FQKCwtZtmwZUVFRRpvRo0fz/PPPs3HjRpKSkgA4cuQIZrOZBQsWMHPmTACioqJYs2YN+/btY9KkSQwaNOhrPcvWSGcuRURE5K6Ji4tj6dKldOnShcjISLv6hoYGDh06xODBg41gCdC+fXumT5+OxWLh+PHjNn3y8vKorKw0Al92djYBAQE2wRIgPDwcHx8fTp061eL8GhsbSUhIAOC//uu/cHe3XYcrLy+noKCAkSNHGtdq164dkyZNsmk3YMAA+vXrZ3OtAwcO0K5dO6ZOnWrT9tlnnwXg/fffb3FebYlWLkVERFqRbQcS7vUUWvTik6996zEuXrxIbGwsMTEx7Nq1y67+s88+o7q62uEKXnBwMNB0VnPMmDFGuclkolevXvTu3RuA5ORkqqur7frX1NRQU1ODq2vLa2sZGRnk5+cza9YsY7xbmUwmvLy8GDJkCAArV67k6tWrduclrVYr165ds7lWbm4ugYGBNquuAAEBAdx3333k5eW1OK+2ROFSRESkFfl7eeG9nsK/VHp6Oh4eHi3Wl5WVAdC9e3e7uq5duwJNL+Lcymw2G6uWAN26dXM4dmpqKg0NDYSEhDisr6+vJyUlhU6dOhnb1rczm82EhIQY9+Dn54efn59duw8++ICKigrjBaTa2loqKyuNUOro3m6/r7ZK2+IiIiJy19wpWAJUVVUB2K3uAXh6egJNQa1ZRUUF+fn5xjZ1S06cOMGOHTvw9vZmxowZDtt8+OGHlJWVMW3aNIfXr6+v58SJEzZB1pHCwkLWr1+Pm5sbs2fPtrmvDh06OOzj6elJTU3NHcdtKxQuRUREpNWwWq02/3Xk1q3mzMxMPDw8GDp0aIvts7KyiI+Pp7GxkRUrVrS4svn73/+e9u3b252JbHbmzBlu3Lhxx3B5/vx5YmNjuX79OvHx8QwcOPAr3ZfVav3OfIpI4VJERERaDW9vbwDq6urs6ppXLH18fIwyk8lESEgI7du3dzheRkYGL730Eg0NDaxatarF72SWl5eTm5vLyJEj6dixo8M2ZrOZvn370qNHD4f1JpOJefPmYbFYiI+PJzo62qhrXrG8ddX19ntrvve2TmcuRUREWpF/9w+811O4p3r27AnAlStX7Oqay5pXHuvr68nJyWH+/PkOx9qyZQvvvPMOPj4+rF27ltDQ0Bave+zYMaxWK2PHjm2xjclkanH7fe/evbzxxhu4urqSkJBgN463tzedO3c2zpTerqysrMXQ2tYoXIqIiLQizngjuy3r06cPPj4+Dt+cbi4bPHgwAGfPnqWqqsrhNnViYiJpaWl0796dpKQk40PmLTl9+jSurq48+uijDutLS0u5cOECL7/8sl1damoqSUlJdOzYkXXr1rW4RR8cHMzJkyepra01zo8CFBcXY7FY7hhs2xJti4uIiEir4e7uzpgxYzhz5gxnz541yuvq6khLS8PX19cIk2azmT59+hAQEGAzxr59+0hLS6NXr142v5BzJ+fOnaN3794tbk2bTCa8vb15+OGHbcozMzPZsGEDnTp1Ijk5+Y5nP8eNG0ddXR3p6ek25bt37wZgwoQJXzrPtkArlyIiItKqzJkzh2PHjrFw4UJiYmLw9fUlIyODwsJCVq1aZZyvvP0TRND0LctNmzYBEBERwccff2w3vpeXFxEREca/GxoaKC4u5rHHHmtxTmazmdDQULuPqicmJmK1WgkLCyM/P5/8/Hy7vs2/AhQZGcn+/fvZvHkzJSUlBAUFkZWVxZEjR5gyZQr9+/f/ag+olVO4FBERkVbFz8+PlJQUNm3aRHp6OvX19QQGBpKYmGiceSwrK6OgoIBFixbZ9D137pzxs5J79uxxOH6PHj1swuU//vEPGhsb+bd/+zeH7W/evMnJkyeJi4uzKS8tLeXSpUtA06/rtPQLO83h0sXFhTfffJPt27dz+PBhDhw4QM+ePYmLi2PatGl3fihtiIvFYmn5XX8RERFxqvLycvz9/e/1NKSNa81/RzpzKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIi90Rubi7Dhg3j448/tqsrLS1l+fLljB8/nvDwcGbNmsWxY8daHOvgwYM8/vjj1NbWAnD58mVWrFjB+PHjGT58OOPHj2flypWUl5fb9b106RLLli1jzJgxjBw5kqlTp5KamkpjY6PDa50+fZpHH32U4uJiACwWC+vXr2fy5MmMGDGCyMhIli1bxsWLF+361tbWkpyczFNPPUVYWBjR0dHs2bOHhoaGr/LI2gT3ez0BERER+f4pKipiyZIlDgNcRUUFc+fOpbKykqlTp+Lv709GRgaLFy8mISGBcePG2fUxm80MGTIET09Prl27xuzZs7l+/TpRUVHcf//9FBYW8t5775Gdnc2uXbvw8/MDoKSkhNmzZ1NXV8eUKVPo2bMnf/7zn0lKSuLSpUu88sorDq/Vu3dvAgICqKurY/78+Vy4cIEJEyYQFBRESUkJe/fuJSsri5SUFAIDAwFobGzklVdeITMzk4kTJxIcHEx2djZvv/02RUVFvPrqq05+yveGwqWIiIjcVUePHmX16tVUVlY6rE9JSaG0tJTt27fz4IMPAjBx4kRmzZpFYmIio0aNwsvLy2jf0NBAVlYWL7zwAgBbt26loqKCt956i+HDhxvtHnvsMRYvXszOnTtZsmQJAL/97W+prKxk9erVjBkzBoDo6GhiY2P5wx/+wPTp07n//vtt5mcymRgxYgQAqampFBYWsmzZMqKioow2o0eP5vnnn2fjxo0kJSUBcOTIEcxmMwsWLGDmzJkAREVFsWbNGvbt28ekSZMYNGjQN36urYW2xUVEROSuiYuLY+nSpXTp0oXIyEi7+oaGBg4dOsTgwYONYAnQvn17pk+fjsVi4fjx4zZ98vLyqKysNAJfdnY2AQEBNsESIDw8HB8fH06dOmWUFRUVAfD444/btB01ahQA+fn5NuXl5eUUFBQwcuRI41rt2rVj0qRJNu0GDBhAv379bK514MAB2rVrx9SpU23aPvvsswC8//77ds+jLdLKpYiISCuyf//+ez2FFk2ePPlbj3Hx4kViY2OJiYlh165ddvWfffYZ1dXVDlfwgoODgaazms2rjNC0ktirVy969+4NQHJyMtXV1Xb9a2pqqKmpwdX1n2tr999/P9nZ2Xz22WfG+PDP0Onv728zhslkwsvLiyFDhgCwcuVKrl69ipubm007q9XKtWvXbK6Vm5tLYGCgzaorQEBAAPfddx95eXl2c26LFC5FRERakbKysns9hX+p9PR0PDw8Wqxvvv/u3bvb1XXt2hVoOid5K7PZbKxaAnTr1s3h2KmpqTQ0NBASEmKUzZw5k6ysLBISEli8eDEBAQEcP36cP/zhD4SGhvLwww/bXSskJMS4Bz8/P+P85q0++OADKioqCA8PB5pe5KmsrDRCqaN7u/2+2ipti4uIiMhdc6dgCVBVVQVgt7oH4OnpCWC8EQ5NL//k5+cb29QtOXHiBDt27MDb25sZM2YY5X5+fsybN4+ysjIWLFjAT37yE9544w2Cg4NZv349Li4uRtv6+npOnDhhE2QdKSwsZP369bi5uTF79myb++rQoYPDPp6entTU1Nxx3LZC4VJERERaDavVavNfR27das7MzMTDw4OhQ4e22D4rK4v4+HgaGxtZsWKFzcrmb37zG5YtW4avry9Lly5l7dq1PP3003z66afExsZy/fp1o+2ZM2e4cePGHcPl+fPnjX7x8fEMHDjwK92X1Wq121pvq7QtLiIiIq2Gt7c3AHV1dXZ1zSuWPj4+RpnJZCIkJIT27ds7HC8jI4Nf/epXuLi4sGrVKmObGppWE1NSUvD39+edd96hY8eOAPzoRz9iwIABLF++nHfeeYef//znQNOWeN++fenRo4fDa5lMJn75y19SXV1NfHw80dHRRl3ziuWtq66331vzvbd1CpciIiKtSPO5wu+rnj17AnDlyhW7uuay5pXH+vp6cnJymD9/vsOxtmzZwjvvvIOPjw9r164lNDTUpr6oqIi6ujoiIiKMYNls7Nix/OpXvyInJ8coM5lMLW6/7927lzfeeANXV1cSEhIYO3asTb23tzedO3du8UxtWVlZi6G1rVG4FBERaUWc8UZ2W9anTx98fHwcvjndXDZ48GAAzp49S1VVlcNt6sTERNLS0ujevTtJSUnGh8xv1Xz+09Gv41itVhobG41t7NLSUi5cuMDLL79s1zY1NZWkpCQ6duzIunXrWtyiDw4O5uTJk9TW1hrnRwGKi4uxWCx2gbSt0plLERERaTXc3d0ZM2YMZ86c4ezZs0Z5XV0daWlp+Pr6GmHSbDbTp08fAgICbMbYt28faWlp9OrVy+YXcm7Xr18/evTowYcffmi3orh//37q6up47LHHgKZVS29vb7u3xzMzM9mwYQOdOnUiOTn5jmc/x40bR11dHenp6Tblu3fvBmDChAl3eDJth1YuRUREpFWZM2cOx44dY+HChcTExODr60tGRgaFhYWsWrXKOF95+yeIoOlblps2bQIgIiLC4e+We3l5ERERgaurK6+++iovvfQSM2fO5KmnnqJLly6cPXuWP/3pT/Tt25fnn3/euFZoaCju7rbRKTExEavVSlhYGPn5+XYfXQd44oknAIiMjGT//v1s3ryZkpISgoKCyMrK4siRI0yZMoX+/ft/+4fXCihcioiISKvi5+dHSkoKmzZtIj09nfr6egIDA0lMTDTOPJaVlVFQUMCiRYts+p47d874Wck9e/Y4HL9Hjx5EREQATT8JuWPHDnbs2EF6ejrV1dV07dqVmJgYZs+ejY+PDzdv3uTkyZPExcXZjFNaWsqlS5eApl/XaekXdprDpYuLC2+++Sbbt2/n8OHDHDhwgJ49exIXF8e0adO+0bNqjVwsFkvL7/qLiIiIU5WXl9v96ovI19Wa/4505lJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkRERO6J3Nxchg0bxscff2xXV1payvLlyxk/fjzh4eHMmjWLY8eOtTjWwYMHefzxx6mtrQXg8uXLrFixgvHjxzN8+HDGjx/PypUrKS8vt+tbWFjI4sWL+Y//+A9+9KMfMW/ePEwmU4vXOn36NI8++ijFxcUAWCwW1q9fz+TJkxkxYgSRkZEsW7aMixcv2vWtra0lOTmZp556irCwMKKjo9mzZw8NDQ1f9rjaDPd7PQERERH5/ikqKmLJkiU0Njba1VVUVDB37lwqKyuZOnUq/v7+ZGRksHjxYhISEhg3bpxdH7PZzJAhQ/D09OTatWvMnj2b69evExUVxf33309hYSHvvfce2dnZ7Nq1Cz8/PwA+/fRTYmNj+eKLL3jqqafo3bs3f/nLX4iLi+Oll15i+vTpDq/Vu3dvAgICqKurY/78+Vy4cIEJEyYQFBRESUkJe/fuJSsri5SUFAIDAwFobGzklVdeITMzk4kTJxIcHEx2djZvv/02RUVFvPrqq05+yveGwqWIiIjcVUePHmX16tVUVlY6rE9JSaG0tJTt27fz4IMPAjBx4kRmzZpFYmIio0aNwsvLy2jf0NBAVlYWL7zwAgBbt26loqKCt956i+HDhxvtHnvsMRYvXszOnTtZsmQJAGvXrqW6utqm7ZQpU/jFL37Br3/9a0aMGEHv3r1t5mcymRgxYgQAqampFBYWsmzZMqKioow2o0eP5vnnn2fjxo0kJSUBcOTIEcxmMwsWLGDmzJkAREVFsWbNGvbt28ekSZMYNGjQN3+wrYS2xUVEROSuiYuLY+nSpXTp0oXIyEi7+oaGBg4dOsTgwYONYAnQvn17pk+fjsVi4fjx4zZ98vLyqKysNAJfdnY2AQEBNsESIDw8HB8fH06dOgXAlStXOHfuHKGhoTZtXVxceO6557h58ybvv/++zRjl5eUUFBQwcuRI41rt2rVj0qRJNu0GDBhAv379jGsBHDhwgHbt2jF16lSbts8++yyA3bXaKq1cioiItCLpP/ntvZ5Ci6a9N+Nbj3Hx4kViY2OJiYlh165ddvWfffYZ1dXVDlfwgoODgaazmmPGjDHKTSYTvXr1MlYYk5OTqa6ututfU1NDTU0Nrq5Na2tXrlwB4IEHHrBr2zzWuXPnbMpNJhNeXl4MGTIEgJUrV3L16lXc3Nxs2lmtVq5du2Zcq3negYGBNquuAAEBAdx3333k5eXZzaMtUrgUERFpRUpPX77XU/iXSk9Px8PDo8X6srIyALp3725X17VrVwBKSkpsys1ms7FqCdCtWzeHY6emptLQ0EBISAiAEfJu3Lhh19ZisQDYvQBkNpsJCQkx7sHPz884v3mrDz74gIqKCsLDw4GmF3kqKyuNUOro3m6/r7ZK2+IiIiJy19wpWAJUVVUB2K3uAXh6egIYb4RD08s/+fn5xjZ1S06cOMGOHTvw9vZmxoymFdi+ffvSsWNHjh8/bly32YcffghAXV2dUVZfX8+JEydsgqwjhYWFrF+/Hjc3N2bPnm1zXx06dHDYx9PTk5qamjuO21YoXIqIiEirYbVabf7ryK1bzZmZmXh4eDB06NAW22dlZREfH09jYyMrVqwwVjbd3d15/vnn+fzzz/n5z3/OqVOnKC4uJj093Qii7u7/3OQ9c+YMN27cuGO4PH/+PLGxsVy/fp34+HgGDhz4le7LarXaba23VdoWFxERkVbD29sbsF0xbNa8Yunj42OUmUwmQkJCaN++vcPxMjIy+NWvfoWLiwurVq0ytqmbzZgxg5s3b7Jjxw7mzZsHNG2rr1y5kqSkJDp27Gi0NZvN9O3blx49eji8lslk4pe//CXV1dXEx8cTHR1t1DWvWN666nr7vTXfe1uncCkiItKKdB/iOLh8X/Ts2RP458s2t2oua155rK+vJycnh/nz5zsca8uWLbzzzjv4+Piwdu1aQkNDHbZ77rnnmDp1KgUFBXh6ehIYGEhDQwOlpaU2LxaZTKYWt9/37t3LG2+8gaurKwkJCYwdO9am3tvbm86dOxtnSm9XVlbWYmhtaxQuRUREWhFnvJHdlvXp0wcfHx+Hb043lw0ePBiAs2fPUlVV5XCbOjExkbS0NLp3705SUpLxIfPb/e///i8eHh6MGjXK5tNHWVlZ3Lx5k0ceeQRo+sWgCxcu8PLLL9uNkZqaaqxyrlu3rsUt+uDgYE6ePEltba1xfhSguLgYi8ViF0jbKp25FBERkVbD3d2dMWPGcObMGc6ePWuU19XVkZaWhq+vrxEmzWYzffr0ISAgwGaMffv2kZaWRq9evWx+IceRd999l4SEBP7xj38YZVVVVSQnJ+Pv7298i9NkMuHt7c3DDz9s0z8zM5MNGzbQqVMnkpOT73j2c9y4cdTV1ZGenm5Tvnv3bgAmTJhwhyfTdmjlUkRERFqVOXPmcOzYMRYuXEhMTAy+vr5kZGRQWFjIqlWrjPOVt3+CCJq+Zblp0yYAIiIiHP5uuZeXFxEREQDMnj2bhQsXMm/ePH7yk59gtVrZt28fxcXFrF+/3lhhNJvNhIaG2rzgA00rpFarlbCwMPLz88nPz7e73hNPPAFAZGQk+/fvZ/PmzZSUlBAUFERWVhZHjhxhypQp9O/f/9s9uFbCxWKxtPw6loiIiDhVeXk5/v7+93oarcK2bdtISUlhy5YtxvZzs+LiYjZt2kROTg719fUEBgYya9Ys48xjWVkZEyZMYOPGjTz66KNGv1OnThkv5rSkR48e7N+/3/h3Tk4OKSkpFBQU4O7uzuDBg5k9ezZBQUEA3Lx5k9GjRxMXF8dPfvITo19paandL/M4kpOTY/zvmpoatm/fzuHDh7FYLPTs2ZOoqCimTZtm8xb8l2nNf0cKlyIiIndRaw4F0na05r8jnbkUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUERGReyI3N5dhw4bx8ccf29WVlpayfPlyxo8fT3h4OLNmzeLYsWMtjnXw4EEef/xxamtrAbh69Sq/+tWvmDx5MmFhYcTExLB3716sVqtdX4vFwvr165k0aZLRNiMjo8VrnT59mkcffZTi4mKb/pMnT2bEiBFERkaybNkyLl68aNe3traW5ORknnrqKcLCwoiOjmbPnj00NDR82eNqM9zv9QRERETk+6eoqIglS5bQ2NhoV1dRUcHcuXOprKxk6tSp+Pv7k5GRweLFi0lISGDcuHF2fcxmM0OGDMHT05Oqqirmzp1LaWkp0dHR9OrVi8zMTNauXUthYSFLliwx+tXU1PDzn/+cgoICoqOjuf/++zly5AirVq3i888/5/nnn3d4rd69exMQEEBdXR3z58/nwoULTJgwgaCgIEpKSti7dy9ZWVmkpKQQGBgIQGNjI6+88gqZmZlMnDiR4OBgsrOzefvttykqKuLVV1914hO+dxQuRURE5K46evQoq1evprKy0mF9SkoKpaWlbN++nQcffBCAiRMnMmvWLBITExk1ahReXl5G+4aGBrKysnjhhRcA+J//+R8uXbrE6tWrGTNmDAA//elPiY+PZ+/evUyfPp3evXsD8Lvf/Y6//e1vrFq1isjISACioqJYtGgRKSkpjB8/nm7dutnMz2QyMWLECABSU1MpLCxk2bJlREVFGW1Gjx7N888/z8aNG0lKSgLgyJEjmM1mFixYwMyZM41rrVmzhn379jFp0iQGDRr07R5uK6BtcREREblr4uLiWLp0KV26dDHC3K0aGho4dOgQgwcPNoIlQPv27Zk+fToWi4Xjx4/b9MnLy6OystIIfF988QVBQUH8+Mc/tmn32GOPYbVaOX/+vFF28OBBunbtajMXFxcXnnnmGW7evMmhQ4dsxigvL6egoICRI0cCkJ2dTbt27Zg0aZJNuwEDBtCvXz9OnTpllB04cIB27doxdepUm7bPPvssAO+//34LT61t0cqliIhIKzLm/bJ7PYUW/e+Ert96jIsXLxIbG0tMTAy7du2yq//ss8+orq52uIIXHBwMNJ3VbF6RhKaVxF69ehmrkf/5n//p8NrNobJnz54AVFVVcfHiRSIiIuzaNl8/Ly/PptxkMuHl5cWQIUMAWLlyJVevXsXNzc2mndVq5dq1a7i6/nMdLzc3l8DAQJtVV4CAgADuu+8+u2u1VQqXIiIirciJ8pv3egr/Uunp6Xh4eLRYX1bWFK67d+9uV9e1a1O4LSkpsSk3m83GquXtampqKC4u5uDBg/zxj39k1KhRRkgtKyvDarXabXsDeHp60rFjR4fXCgkJMe7Bz88PPz8/u/4ffPABFRUVhIeHA00v8lRWVhqh1NG93X6ttkrb4iIiInLX3ClYQtNqImC3ugdNgQ8w3giHppd/8vPzjW3q223dupWYmBj27NnDv//7v7No0SK7a3Xo0MFhX09PT2pqaox/19fXc+LEiRaDbLPCwkLWr1+Pm5sbs2fP/kbXassULkVERKTVaP5UkKNPBjW7das5MzMTDw8Phg4d6rDt448/zhtvvMGCBQv4xz/+wc9+9jM+/fRTh9d0NJdbt7vPnDnDjRs37hguz58/T2xsLNevXyc+Pp6BAwd+pfu6/VptmcKliIiItBre3t4A1NXV2dU1r1j6+PgYZSaTiZCQENq3b+9wvNDQUMLDw5k5cyabNm2itraWX//618A/VxFvXQm9/Xq3XstsNtO3b1969OjhsL3JZGLevHlYLBbi4+OJjo426r7KtZrvva3TmUsREZFWJNS/3b2ewj3V/LLNlStX7Oqay5rPSNbX15OTk8P8+fO/0tj9+/enb9++nDt3zriWi4uLcc7zVjU1NVy/ft045wlN4bGl7fe9e/fyxhtv4OrqSkJCAmPHjrWp9/b2pnPnzg6vBU3nP1sKrW2NwqWIiEgr4ow3stuyPn364OPj4/DN6eaywYMHA3D27FmqqqpstqmtVivPPPMMHh4e7Ny5026MGzduGKucHTp04P7777fbJoemN7sB43NIpaWlXLhwgZdfftmubWpqKklJSXTs2JF169a1uEUfHBzMyZMnqa2tNc6PAhQXF2OxWOwCaVulbXERERFpNdzd3RkzZgxnzpzh7NmzRnldXR1paWn4+voaYdJsNtOnTx8CAgKMdi4uLvj7+5Obm0tWVpbN2IcOHeLy5cs2nx564oknuHz5MocPHzbKrFYre/bswcPDw/j+pclkwtvbm4cffthmzMzMTDZs2ECnTp1ITk5uMVgCjBs3jrq6OtLT023Kd+/eDcCECRO+whNq/bRyKSIiIq3KnDlzOHbsGAsXLiQmJgZfX18yMjIoLCxk1apVxspjS58gWrRoEX/9619ZunQpP/3pT+nVqxd5eXkcOHCAPn362GyjT58+nT/96U+sWLGCv/3tb/Tu3ZsPP/yQnJwcfv7znxufGTKbzYSGhuLubhudEhMTsVqthIWFkZ+fT35+vt18nnjiCQAiIyPZv38/mzdvpqSkhKCgILKysjhy5AhTpkyhf//+TnuG95KLxWJp+XUsERERcary8nL8/f3v9TRahW3btpGSksKWLVt45JFHbOqKi4vZtGkTOTk51NfXExgYyKxZs4wzj2VlZUyYMIGNGzfy6KOP2o1dXFzM1q1byc7O5vr163Tr1o3/+I//YNasWTYv6QBcu3aNzZs385e//IUbN27Qp08fYmJiGD9+PAA3b95k9OjRxMXF8ZOf/MToV1paavfLPI7k5OQY/7umpobt27dz+PBhLBYLPXv2JCoqimnTptm8Bf9lWvPfkcKliIjIXdSaQ4G0Ha3570hnLkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURE5J7Izc1l2LBhfPzxx3Z1paWlLF++nPHjxxMeHs6sWbM4duxYi2MdPHiQxx9/nNraWgCuXr3Kr371KyZPnkxYWBgxMTHs3bsXq9X6jefU7PTp0zz66KMUFxcDYLFYWL9+PZMnT2bEiBFERkaybNkyLl68aNe3traW5ORknnrqKcLCwoiOjmbPnj00NDTccV5tifu9noCIiIh8/xQVFbFkyRIaGxvt6ioqKpg7dy6VlZVMnToVf39/MjIyWLx4MQkJCYwbN86uj9lsZsiQIXh6elJVVcXcuXMpLS0lOjqaXr16kZmZydq1ayksLGTJkiVfe063X6t3794EBARQV1fH/PnzuXDhAhMmTCAoKIiSkhL27t1LVlYWKSkpBAYGAtDY2Mgrr7xCZmYmEydOJDg4mOzsbN5++22Kiop49dVXv8GTbH0ULkVEROSuOnr0KKtXr6aystJhfUpKCqWlpWzfvp0HH3wQgIkTJzJr1iwSExMZNWoUXl5eRvuGhgaysrJ44YUXAPif//kfLl26xOrVqxkzZgwAP/3pT4mPj2fv3r1Mnz6d3r17f6053cpkMjFixAgAUlNTKSwsZNmyZURFRRltRo8ezfPPP8/GjRtJSkoC4MiRI5jNZhYsWMDMmTMBiIqKYs2aNezbt49JkyYxaNCgr/QMWzNti4uIiMhdExcXx9KlS+nSpQuRkZF29Q0NDRw6dIjBgwcbwRKgffv2TJ8+HYvFwvHjx2365OXlUVlZaQS+L774gqCgIH784x/btHvsscewWq2cP3/+a83pVuXl5RQUFDBy5EgAsrOzadeuHZMmTbJpN2DAAPr168epU6eMsgMHDtCuXTumTp1q0/bZZ58F4P3337/jtdsKrVyKiIi0Il4Jsfd6Ci2qeW3ztx7j4sWLxMbGEhMTw65du+zqP/vsM6qrqx2u4AUHBwNN5yKbVyShaSWxV69exmrkf/7nfzq8dnOo7Nmz59ea061MJhNeXl4MGTIEgJUrV3L16lXc3Nxs2lmtVq5du4ar6z/X8XJzcwkMDLRZdQUICAjgvvvuIy8v747XbisULkVERFoRt8JP7/UU/qXS09Px8PBosb6srAyA7t2729V17doVgJKSEptys9lsrFrerqamhuLiYg4ePMgf//hHRo0aZYTUrzqn268VEhJitPfz88PPz8+u3QcffEBFRQXh4eFA04s8lZWVRih1dG+331dbpW1xERERuWu+LMRVVVUB2K3uAXh6egIYb4RD08s/+fn5xjb17bZu3UpMTAx79uzh3//931m0aNHXnlOz+vp6Tpw40WKQbVZYWMj69etxc3Nj9uzZNvfVoUMHh308PT2pqan5SvNo7RQuRUREpNVo/lTQnT4ZdOtWc2ZmJh4eHgwdOtRh28cff5w33niDBQsW8I9//IOf/exnfPrpN1sdPnPmDDdu3LhjuDx//jyxsbFcv36d+Ph4Bg4caHM/Ld2X1Wq121pvqxQuRUREpNXw9vYGoK6uzq6uecXSx8fHKDOZTISEhNC+fXuH44WGhhIeHs7MmTPZtGkTtbW1/PrXv/5GczObzfTt25cePXo4rDeZTMybNw+LxUJ8fDzR0dFGXfOK5a2rrrffW/O9t3U6cykiItKKNAQG3esp3FPNL9tcuXLFrq65rFu3bkDTNnVOTg7z58//SmP379+fvn37cu7cuW80N5PJ1OL2+969e3njjTdwdXUlISGBsWPH2tR7e3vTuXNn40zp7crKyloMrW2NwqWIiEgr4ow3stuyPn364OPj4/DN6eaywYMHA3D27FmqqqpstqmtVivPPPMMHh4e7Ny5026MGzdutLjKeSelpaVcuHCBl19+2a4uNTWVpKQkOnbsyLp161rcog8ODubkyZPU1tYa50cBiouLsVgsdoG0rdK2uIiIiLQa7u7ujBkzhjNnznD27FmjvK6ujrS0NHx9fY0waTab6dOnDwEBAUY7FxcX/P39yc3NJSsry2bsQ4cOcfnyZSIiIr72vEwmE97e3jz88MM25ZmZmWzYsIFOnTqRnJzcYrAEGDduHHV1daSnp9uU7969G4AJEyZ87Xm1Rlq5FBERkVZlzpw5HDt2jIULFxITE4Ovry8ZGRkUFhayatUqY+WxpU8QLVq0iL/+9a8sXbqUn/70p/Tq1Yu8vDwOHDhAnz59vvI2+q3MZjOhoaG4u9tGp8TERKxWK2FhYeTn55Ofn2/X94knngAgMjKS/fv3s3nzZkpKSggKCiIrK4sjR44wZcoU+vfv/7Xn1RopXIqIiEir4ufnR0pKCps2bSI9PZ36+noCAwNJTEw0zjyWlZVRUFDg8NNCffr04Te/+Q1bt27l/fff5/r163Tr1o2YmBhmzZpl80LQV3Hz5k1OnjxJXFycTXlpaSmXLl0Cmn5dp6Vf2GkOly4uLrz55pts376dw4cPc+DAAXr27ElcXBzTpk37WnNqzVwsFkvL7/qLiIiIU5WXl+Pv73+vpyFtXGv+O9KZSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLERERuSdyc3MZNmwYH3/8scP6+vp6fvazn7FixYo7jhMVFUVycrLDunXr1jF58uQ79l+5ciUvvvii8e/Tp0+zcOFCfvzjHzNy5Eh++tOfsm3bNr744gu7voWFhSxevJixY8cSERFBbGwsn3zyyR2v912ncCkiIiJ3XVFREUuWLKGxsdFhfUNDA8uXLyc/P/+O41y6dIni4mKGDx9uV/e73/2Od99990vnkpWVxYgRIwA4deoUsbGxFBQUEBMTQ1xcHIGBgaSkpPDSSy/ZzPfChQu8+OKLfPrpp0ydOpV58+Zx5coV5s+fz6lTp770ut9V7vd6AiIiIvL9cvToUVavXk1lZaXD+tLSUpYvX87p06e/dCyTyUSnTp0YNGiQUVZbW8vbb7/9lYLl+fPnKS8vN8Ll66+/jre3N7/5zW/w8/MDIDo6mqSkJFJTU/noo48YPXo0ABs2bOCLL75g9+7dBAQEADBu3DhmzJjB2rVrSUtLw8XF5Uvn8F2jlUsRERG5a+Li4li6dCldunQhMjLSrv7gwYNMmTKFTz/9lOeee+5Lx8vMzGTYsGG4ujZFmv/7v//jqaee4t133yUqKoquXbvesb/ZbMbf358f/vCHXLlyhaKiIkaNGmUEy2ZPPvkkgBF4P//8czIzM4mIiDCCJUDnzp2ZPHkyFy5cIC8v70vn/12klUsREZFWpObkons9hRZ5hWz41mNcvHiR2NhYYmJi2LVrl119fn4+I0eOZMGCBbi5uTls06ympobTp0/zi1/8wigrLi7G39+fFStWEBoa+qXnLc1ms7Gl3qVLF959913at29v1+7zzz8HMEJsc3C8dcW0WXBwsNHGUf13ncKliIhIK9JY+bd7PYV/qfT0dDw8PFqsj42NNepLSkruONaJEyeor6+3OW85YsQIIiIivtJcKisryc3NJSYmBgB3d3d69+7tsO1vf/tbAB555BEAysrKAOjevbtd2+bV0uLi4q80j+8abYuLiIjIXXOnYPlV6m9lMpkICgqic+fO36h/VlYWLi4uPProo3dst2PHDnJychgwYADh4eEAVFVVAeDl5WXX3tPTE2g6+/l9pHApIiIibdKtb3l/E2azmYceeghvb+8W2+zYsYPk5GR8fX1Zs2aNsS1utVpb7NNc19z2++b7edciIiLSphUWFnL58uVvHC6tVusdw2l9fT1r1qwhOTmZrl27smXLFpsXdzp06AA4Xp1sLvPx8flGc2vrdOZSRESkFXHtOOBeT6FNMJvN+Pr6MnDgwG/U/9y5c1y9etVhuKyurmbZsmVkZmbSr18/NmzYYHe2smfPnsA/z17eqrmsW7du32hubZ3CpYiISCvijDeyvw/MZjPDhg37xt+RNJvNdO/encDAQJvympoaFi5cyCeffEJISAjr1q1zuAIZFBSEq6srubm5REdH29Q1v0n+4IMPfqO5tXXaFhcREZE25caNG3zyySff+rylo1/1Wb16NZ988glhYWG89dZbLW5td+nShdDQUD766CObt8ItFgv79+/ngQceoH///t94fm2ZVi5FRESkTcnJycFqtTJs2LBv1N9isTj8SPvZs2c5fPgw7dq1Y/jw4Xz44Yd2fQMCAowVyUWLFjF79mzmzJnD008/jYeHB7///e+prKzk9ddf/0Zz+y5QuBQREZE2xWw2M2jQIDp27PiN+mdlZeHm5kZoaKhNeU5ODgA3b95k3bp1Dvs++eSTRrgMDAxk27ZtbN68mZ07d+Li4sLAgQNZvnw5gwcP/kZz+y5wsVgsLb9LLyIiIk5VXl6Ov7//vZ6GtHGt+e9IZy5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVEROSeyM3NZdiwYXz88ccO6+vr6/nZz37GihUr7jhOVFQUycnJxr//+Mc/MnPmTMLCwggLC+O5557j0KFDLfZfuXIlL774ovHv06dPs3DhQn784x8zcuRIfvrTn7Jt2za++OILu76FhYUsXryYsWPHEhERQWxsLJ988smX3fp3msKliIiI3HVFRUUsWbKExsZGh/UNDQ0sX76c/Pz8O45z6dIliouLGT58OAA7duxg5cqVuLq6Mn/+fObNm0dDQwOvvfYaKSkpDsfIyspixIgRAJw6dYrY2FgKCgqIiYkhLi6OwMBAUlJSeOmll2zme+HCBV588UU+/fRTpk6dyrx587hy5Qrz58/n1KlT3+SxfCe43+sJiIiIyPfL0aNHWb16NZWVlQ7rS0tLWb58OadPn/7SsUwmE506dWLQoEFcuXKFlJQUHnroIbZu3YqbmxsA06ZNY86cOezcuZPJkyfj7+9v9D9//jzl5eVGuHz99dfx9vbmN7/5DX5+fgBER0eTlJREamoqH330EaNHjwZgw4YNfPHFF+zevZuAgAAAxo0bx4wZM1i7di1paWm4uLh88wfVRilcioiItCLbDiTc6ym06MUnX/vWY8TFxWEymejbty/Dhg3j8OHDNvUHDx5kzZo1ADz33HPs2rXrjuNlZmYybNgwXF1dOXnyJA0NDURFRRnBEsDd3Z3IyEjy8vI4e/YsP/7xj406s9mMv78/P/zhD7ly5QpFRUVMnDjRCJbNnnzySVJTUzl9+jSjR4/m888/JzMzk7FjxxrBEqBz585MnjyZlJQU8vLyGDRo0Dd9VG2WwqWIiEgr8vfywns9hX+pixcvEhsbS0xMjMPgmJ+fz8iRI1mwYAFubm53DJc1NTWcPn2aX/ziFwD8x3/8BwMGDKBr1652ba9evQqAq6vtiUCz2WxsqXfp0oV3332X9u3b2/X//PPPbfrn5eUBOAyPwcHBRhuFSxEREZF/ofT0dDw8PFqsj42NNepLSkruONaJEyeor683wqGXlxeBgYF27a5fv87+/ftxd3fnoYceMsorKyvJzc0lJiYGaFrh7N27t8Nr/fa3vwXgkUceAaCsrAyA7t2727VtDrfFxcV3nP93lV7oERERkbvmTsHyq9TfymQyERQUROfOnVtsU19fz3/9139hsViYMmUKvr6+Rl1WVhYuLi48+uijd7zOjh07yMnJYcCAAYSHhwNQVVUFNAXa23l6egJQW1v7le/lu0ThUkRERNqkW9/ydqSuro6lS5diNpt56KGHWLBggU19c7m3t3eLY+zYsYPk5GR8fX1Zs2aNsS1utVpb7NNcd/sW/PeFtsVFRERakX/3t9/WFXuFhYVcvny5xXB59epVFi9eTG5uLkOHDuXNN9+0WRW1Wq1kZWUxY8YMh/3r6+tZv349+/bto2vXrvz617+2eXGnQ4cOgOPVyeYyHx+fb3x/bZnCpYiISCvijDeyvw/MZjO+vr4MHDjQru7SpUssWrSI4uJifvzjH/Pf//3fdi/pnDt3jqtXrzoMp9XV1SxbtozMzEz69evHhg0b7M5W9uzZE/jn2ctbNZd169btG99fW/b9XK8VERGRNs1sNjNs2DC770heunSJuXPnUlxczM9+9jNef/11h29/m81munfvbvcCUE1NDQsXLiQzM5OQkBBSUlIcvrQTFBSEq6srubm5dnXNb5I/+OCD3+YW2yyFSxEREWlTbty4wSeffGK36lhdXc1LL73E1atXWbBgAT//+c9b/Ij5rZ8gutXq1av55JNPCAsL46233mpxa7tLly6Ehoby0Ucf2bwVbrFY2L9/Pw888AD9+/f/FnfZdmlbXERERNqUnJwcrFYrw4YNsyn/3e9+x9///ncCAgLo2rUrf/rTn+z6Pvjgg3h7e/Ppp5/y3HPP2dSdPXuWw4cP065dO4YPH86HH35o1z8gIMBYkVy0aBGzZ89mzpw5PP3003h4ePD73/+eyspKXn/9defdcBujcCkiIiJtitlsZtCgQXTs2NGmPDs7G2j6vuTy5csd9n3ttddwd3fHzc2N0NBQm7qcnBwAbt68ybp16xz2f/LJJ41wGRgYyLZt29i8eTM7d+7ExcWFgQMHsnz5cgYPHvyt7rEtc7FYLC2/Sy8iIiJOVV5ebvPb1iLfRGv+O9KZSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxEREbkncnNzGTZsGB9//LHD+vr6en72s5+xYsWKO44TFRVFcnKy8e8///nPzJo1ix/96EdERkbyy1/+kv/v//v/Wuy/cuVKXnzxRePfp0+fZuHChfz4xz9m5MiR/PSnP2Xbtm188cUXdn0LCwtZvHgxY8eOJSIigtjYWD755JMvu/XvNIVLERERueuKiopYsmQJjY2NDusbGhpYvnw5+fn5dxzn0qVLFBcXM3z4cAD27t3LkiVLAJg/fz7Tpk0jOzubmTNnUlRU5HCMrKwsRowYAcCpU6eIjY2loKCAmJgY4uLiCAwMJCUlhZdeeslmvhcuXODFF1/k008/ZerUqcybN48rV64wf/58Tp069bWfyXeF+72egIiIiHy/HD16lNWrV1NZWemwvrS0lOXLl3P69OkvHctkMtGpUycGDRpETU0Nb731Fj/4wQ/Ytm0b7u5NMWfkyJE8++yzpKSkkJCQYNP//PnzlJeXG+Hy9ddfx9vbm9/85jf4+fkBEB0dTVJSEqmpqXz00UeMHj0agA0bNvDFF1+we/duAgICABg3bhwzZsxg7dq1pKWl4eLi8s0eUhumlUsRERG5a+Li4li6dCldunQhMjLSrv7gwYNMmTKFTz/9lOeee+5Lx8vMzGTYsGG4urpSXFzMwIEDmTJlihEsAQYMGECnTp04f/68XX+z2Yy/vz8//OEPuXLlCkVFRYwaNcoIls2efPJJACPwfv7552RmZhIREWEES4DOnTszefJkLly4QF5e3ld6Jt81WrkUERFpRfbv33+vp9CiyZMnf+sxLl68SGxsLDExMezatcuuPj8/n5EjR7JgwQLc3NwctmlWU1PD6dOn+cUvfgHAD37wA5uzl80uX77MP/7xD4KDg+3qzGazsaXepUsX3n33Xdq3b2/X7vPPPwfA1bVpXa45OA4aNMiubfN18vLyHNZ/1ylcioiItCJlZWX3egr/Uunp6Xh4eLRYHxsba9SXlJTccawTJ05QX19vhMPbXblyhXPnzrFlyxbat2/P7NmzbeorKyvJzc0lJiYGAHd3d3r37u1wrN/+9rcAPPLII8A//3/q3r27XduuXbsCUFxcfMf5f1cpXIqIiMhdc6dg+VXqb2UymQgKCqJz5852dVVVVUycONH49/z58+1WLrOysnBxceHRRx+943V27NhBTk4OAwYMIDw83BgfwMvLy669p6cnALW1tV/5Xr5LFC5FRESkTcrKyrIJkLeyWq0kJCTg6urKBx98wJYtWygsLGTVqlVGG7PZzEMPPYS3t3eL19ixYwfJycn4+vqyZs0aY1vcarW22Ke5rrnt9833865FRESkTSssLOTy5cvGW963+7d/+zfGjRtHZGQkb775Jj/60Y84fPiw8Ykgq9Vq8wmi29XX17NmzRqSk5Pp2rUrW7ZssXlxp0OHDoDj1cnmMh8fn291j22VVi5FRERakebzenJnZrMZX19fBg4c+JXajxs3jqNHj3Lu3DmGDh3KuXPnuHr1qsNwWV1dzbJly8jMzKRfv35s2LDB7mxlz549AcdnZJvLunXr9nVv6ztB4VJERKQVccYb2d8HZrOZYcOG2XxHMiMjg+TkZJYsWcKoUaNs2t+4cQPAeBPcbDbTvXt3AgMDbdrV1NSwcOFCPvnkE0JCQli3bp3DFcigoCBcXV3Jzc0lOjrapq75TfIHH3zw299oG6RtcREREWlTbty4wSeffGK36viDH/yA8vJyfvvb39LQ0GCU19bW8j//8z+4u7szcuRIwPYTRLdavXo1n3zyCWFhYbz11lstbm136dKF0NBQPvroI5u3wi0WC/v37+eBBx6gf//+zrjdNkcrlyIiItKm5OTkYLVaGTZsmE15UFAQU6ZM4fe//z3z5s1jzJgx1NTU8Mc//pGioiLi4+Pp0aMHFovF4Ufaz549y+HDh2nXrh3Dhw/nww8/tLt2QECAsSK5aNEiZs+ezZw5c3j66afx8PDg97//PZWVlbz++uv/svtv7RQuRUREpE0xm80MGjSIjh072tUtXryYH/zgB7z77ru89dZbeHh4EBQUxOLFi40wmpWVhZubG6GhoTZ9c3JyALh58ybr1q1zeO0nn3zSCJeBgYFs27aNzZs3s3PnTlxcXBg4cCDLly9n8ODBzrzlNsXFYrG0/C69iIiIOFV5eTn+/v73ehrSxrXmvyOduRQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERkXsiNzeXYcOG8fHHHzusr6+v52c/+xkrVqy44zhRUVEkJyc7rPu///s/Hn/88TuOsXLlSl588UXj36dPn2bhwoX8+Mc/ZuTIkfz0pz9l27ZtfPHFF3Z9CwsLWbx4MWPHjiUiIoLY2Fg++eSTO873u07hUkRERO66oqIilixZQmNjo8P6hoYGli9fTn5+/h3HuXTpEsXFxQwfPtyurq6ujtdee81hKLxVVlYWI0aMAODUqVPExsZSUFBATEwMcXFxBAYGkpKSwksvvWQz3wsXLvDiiy/y6aefMnXqVObNm8eVK1eYP38+p06d+rJH8J3lfq8nICIiIt8vR48eZfXq1VRWVjqsLy0tZfny5Zw+ffpLxzKZTHTq1IlBgwbZ1f3617/m73//+x37nz9/nvLyciNcvv7663h7e/Ob3/wGPz8/AKKjo0lKSiI1NZWPPvqI0aNHA7Bhwwa++OILdu/eTUBAAADjxo1jxowZrF27lrS0NFxcXL70Hr5rtHIpIiIid01cXBxLly6lS5cuREZG2tUfPHiQKVOm8Omnn/Lcc8996XiZmZkMGzYMV1dXu/Lf//73zJs37479zWYz/v7+/PCHP+TKlSsUFRUxatQoI1g2e/LJJwGMwPv555+TmZlJRESEESwBOnfuzOTJk7lw4QJ5eXlfOv/vIq1cioiItCLpP/ntvZ5Ci6a9N+Nbj3Hx4kViY2OJiYlh165ddvX5+fmMHDmSBQsW4Obm5rBNs5qaGk6fPs0vfvELm/Jr166RkJDAE088wX/8x3/w9ttvtziG2Ww2ttS7dOnCu+++S/v27e3aff755wBGiG0Ojo5WTIODg402juq/6xQuRUREWpHS05fv9RT+pdLT0/Hw8GixPjY21qgvKSm541gnTpygvr7e7rzl6tWr8fDwYPHixS1uvQNUVlaSm5tLTEwMAO7u7vTu3dth29/+tin0P/LIIwCUlZUB0L17d7u2Xbt2BaC4uPiO8/+uUrgUERGRu+ZOwfKr1N/KZDIRFBRE586djbJ3332X48ePs3nzZnx8fO4YLrOysnBxceHRRx+943V27NhBTk4OAwYMIDw8HICqqioAvLy87Np7enoCUFtb+5Xv5btEZy5FRESkTbr1LW9o2nJ/++23mTFjBkOHDv3S/mazmYceeghvb+8W2+zYsYPk5GR8fX1Zs2aNsS1utVpb7NNcd/s50O+L7+ddi4iISJtWWFjI5cuXjXBZX1/Pa6+9hr+/P9OnT8disWCxWLh+/ToAN2/exGKxGKuJVqvVLpzeqr6+njVr1pCcnEzXrl3ZsmWLzYs7HTp0AByvTjaX+fj4OO+G2xBti4uIiLQi3Yf0uNdTaBPMZjO+vr4MHDgQaDoD+be//Q3455vdtzp8+DCHDx/mhRde4MUXX+TcuXNcvXrVYbisrq5m2bJlZGZm0q9fPzZs2GB3trJnz57GdW/XXNatW7dvd5NtlMKliIhIK+KMN7K/D8xmM8OGDTO+I9mlSxc2btxo1+7q1au89tprPPbYYzzzzDPG6qPZbKZ79+4EBgbatK+pqWHhwoV88sknhISEsG7dOocrkEFBQbi6upKbm0t0dLRNXfOb5A8++KBT7rWtUbgUERGRNuXGjRt88skn/Pd//7dR1r59e4cv5jS/ce7n52dTf+sniG61evVqPvnkE8LCwvjVr35Fu3btHM6hS5cuhIaG8tFHHzFnzhwjtFosFvbv388DDzxA//79v81ttlkKlyIiItKm5OTkYLVaGTZs2Dfqb7FYHH6k/ezZsxw+fJh27doxfPhwPvzwQ7u+AQEBxorkokWLmD17NnPmzOHpp5/Gw8OD3//+91RWVvL6669/o7l9FyhcioiISJtiNpsZNGgQHTt2/Eb9s7KycHNzIzQ01KY8JycHaHr5Z926dQ77Pvnkk0a4DAwMZNu2bWzevJmdO3fi4uLCwIEDWb58OYMHD/5Gc/sucLFYLC2/Sy8iIiJOVV5ejr+//72ehrRxrfnvSJ8iEhERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGncb/XExAREZHvp9zcXF544QU2bdrEI488YldfX1/Pc889xwMPPMDy5ctbHCcqKopx48Yxd+5cGhoaiIiIoK6uzmHbnJwcu7KVK1fy97//nW3btgFw+vRpdu3aRW5uLrW1tXTv3p2xY8fy3HPP4eHhYdO3sLCQLVu28Ne//pW6ujqCgoKYO3cuDz300Nd5FN8pCpciIiJy1xUVFbFkyRIaGxsd1jc0NLB8+XLy8/N54IEHWhzn0qVLFBcXM3z4cOPfdXV1PPHEEwwbNuwrzSUrK4spU6YAcOrUKRYsWICvry8xMTF06tSJnJwcUlJSOHv2LG+//Taurk0bvxcuXODFF1+kffv2TJ06FW9vb37/+98zf/58Nm7cyNChQ7/OI/nOULgUERGRu+ro0aOsXr2ayspKh/WlpaUsX76c06dPf+lYJpOJTp06MWjQIAD+7//+D4CxY8cyYsSIL+1//vx5ysvLjbavv/463v8/e/cfV3V98P//gSj+Bi4ILLVo/sjEo8yZXkdQY9JYDpsXGpnmNXFYxmFmWkpdfuqkjrzEy0XqcrpsrtYM59bF3NTtcrqujQNiyheuI1NMBROVHxKRCNKB8/3D2znzdA5odlKOPu//dPH69X69ufzjudePNz178stf/pI77rgDgEcffZTXXnuNrVu3snfvXh566CEAsrKyaG5u5u2336Zfv34APPzwwzzxxBOsWrWK9957Dz8/v6vO4VajM5ciIiJywyxcuJD09HRCQ0OJj493q9+5cydJSUmUlJSQnJx81fHy8vIwGo3O1cSPPvoIgIEDB17TfCwWC2FhYdx3331UVlZy6tQpHnzwQWewdEhISABwBt7z58+Tl5dHbGysM1gCBAcHM2XKFE6ePMnhw4evaQ63Gq1cioiIdCDf+UPVzZ5Cm/5ncvhXHqOsrAyTycTMmTPZsmWLW31paSkxMTGkpaXh7+/vsY1DY2MjhYWFLF261Fl27NgxevXqRZ8+fQC4ePEiPXr0aHMMi8Xi3FIPDQ1l+/btdO3a1a3d+fPnAZwh1hEcHSumVxo2bJizjaf6W53CpYiISAdyoPrzmz2Fr1V2drbbpZgrmUwmZ/2ZM2faHevAgQPYbDZnOITL4bJ37978v//3//j73//OxYsXCQkJYdq0acyZM4fOnf8Zferr67FarcycOROAzp07c88993h81rvvvgvgvHhUVXX5fwTceeedbm3Dwy+H8IqKinbnf6tSuBQREZEbpr1geS31V8rNzSUyMpLg4GAA6urqqK6uBmDkyJGYzWYaGhrYvXs3P//5zzlx4gQrV6509s/Pz8fPz48xY8a0+5zNmzdTUFDA/fffz4QJEwC4cOECAN27d3dr361bNwCampqu+V1uJQqXIiIi4pPy8/N55JFHXMrS0tKcnw5ymDx5Ms8//zx/+ctf2L9/P//6r/8KXN4Sj4qKomfPnm0+Y/PmzWzcuJGQkBBWrlzp3Ba32+1t9nHUOdrebm7PtxYRERGfdvz4cc6ePetyIzw4OJjZs2e7BEuH6dOnA5cDKVwOgPn5+W3eKLfZbKxcuZKNGzcSHh7Ohg0bXC7uOM5xelqddJT16tXrOt/Ot2nlUkREpAMZHdblZk/BJ1gsFkJCQhg6dOg1tQ8JCQEuX/AB+Mc//kFtba3HcHnx4kVefPFF8vLyGDBgAFlZWW5nK/v27Qv88+zllRxljktFtxuFSxERkQ7EGzeybwcWiwWj0ejyHckdO3awZcsWnnzySR5++GGX9idPngSgf//+zv533nmn2yeLGhsbWbBgAUVFRTzwwANkZmZ6XIGMjIykU6dOWK1WHn30UZc6x03yESNGfPUX9UHaFhcRERGf0tDQQFFRkduq4ze+8Q0+/vhj3nvvPWw2m7O8sbGRzZs3ExAQ4Py25pWfILpSRkYGRUVFjB8/ntdff73Nre3Q0FBGjx7N3r17XW6F19XVkZOTw+DBgxkyZIg3XtfnaOVSREREfEpBQQF2u93tzzsaDAYSExN5//33SUlJ4Xvf+x5NTU3s2LGDjz/+mBdeeIE+ffpQV1fn8SPtxcXF/PnPf6ZLly6MHTuWPXv2uD27X79+zhXJZ599lpSUFJ588klmzJhBQEAAv/nNb6ivr+fVV1/92t6/o1O4FBEREZ9isVgwGAwEBga61b3wwgvcd999vP/++6xbt44uXbowdOhQnn/+eWcYzc/Px9/fn9GjR7v0LSgoAODzzz8nMzPT47MTEhKc4XLgwIFs2rSJN954g7feegs/Pz+GDh2K2Wxm+PDh3nxln+JXV1fX9l16ERER8arq6mrCwsJu9jTEx3Xkf0c6cykiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiI3hdVqxWg0cvDgQY/1NpuNWbNmsWzZsnbHSUxMZOPGjc6fq6urycjIICEhgfHjx/P444+TnZ1NS0uLx/4rVqzgqaeecv5cWFjIggULiIuLIyYmhmnTprFp0yaam5vd+h4/fpznn3+e7373u8TGxmIymSgqKrqW179ldb7ZExAREZHbz6lTp1iyZAmtra0e61taWjCbzZSWljJ48OA2xykvL6eiooKxY8cCUFlZSUpKChcuXCApKYk+ffqwb98+1qxZw5kzZ1i4cKHbGPn5+SQlJQFw6NAh0tLSCAkJYebMmQQFBVFQUMCbb75JcXExa9eupVOny2tzJ0+e5KmnnqJr16489thj9OzZk9/85jekpqayfv16vvWtb33VX5NPUrgUERGRG2rfvn1kZGRQX1/vsf7cuXOYzWYKCwuvOlZubi5BQUEYDAYAVq9ezfnz59m4cSMjRowAYNq0aZhMJt577z3+/d//nTvuuMPZ/+jRo1RXVxMdHQ3Aq6++Ss+ePfnlL3/pbPfoo4/y2muvsXXrVvbu3ctDDz0EQFZWFs3Nzbz99tv069cPgIcffpgnnniCVatW8d577+Hn53edvyXfpW1xERERuWEWLlxIeno6oaGhxMfHu9Xv3LmTpKQkSkpKSE5Ovup4eXl5GI1GOnXqRFVVFX//+9+ZNGmSM1gC+Pn58fTTT5OSkkJjY6NLf4vFQlhYGPfddx+VlZWcOnWKBx980CWAAiQkJAA4A+/58+fJy8sjNjbWGSwBgoODmTJlCidPnuTw4cPX/Hu5lWjlUkREpAPpvtx0s6fQpsaX3/jKY5SVlWEymZg5cyZbtmxxqy8tLSUmJoa0tDT8/f09tnHOp7GRwsJCli5dClze0m5tbWXcuHHONg0NDfTo0YOoqCiioqLcxrBYLM4t9dDQULZv307Xrl3d2p0/fx7AuSXuCI6OFdMrDRs2zNnGU/2tTuFSRESkA/E/XnKzp/C1ys7OJiAgoM16k8nkrD9z5ky7Yx04cACbzeYMhydPngTgX/7lX3j99dfZsWMH9fX1BAYGMmXKFJ5++mm6dOni7F9fX4/VamXmzJkAdO7cmXvuucfjs959910ARo0aBUBVVRUAd955p1vb8PBwACoqKtqd/61K4VJERERumPaC5bXUXyk3N5fIyEiCg4MB+OyzzwBYuXIlra2t/OhHP6Jnz5786U9/4p133uHjjz8mMzPT2T8/Px8/Pz/GjBnT7nM2b95MQUEB999/PxMmTADgwoULAHTv3t2tfbdu3QBoamq65ne5lShcioiIiE/Kz8/nkUcecf7s+FTQxYsXee+99+jVqxcA3/nOd0hPT2ffvn0UFBQ4w6TFYiEqKoqePXu2+YzNmzezceNGQkJCWLlypXNb3G63t9nHUedoe7u5Pd9aREREfNrx48c5e/as85Y3/HMVMSEhwRksHR599FEA9u/fD1wOgPn5+S79r2Sz2Vi5ciUbN24kPDycDRs2uFzc6dGjB+B5ddJR9sU53C60cikiItKBtAyMvNlT8AkWi4WQkBCGDh3qLOvTpw9w+WLOFznKHNvZ//jHP6itrfUYLi9evMiLL75IXl4eAwYMICsry+1sZd++fYF/nr28kqPMMZ/bjcKliIhIB+KNG9m3A4vFgtFodPmOpONm9kcffeTW/vTp08A/Q6HFYuHOO+9k4MCBLu0aGxtZsGABRUVFPPDAA2RmZnpcgYyMjKRTp05YrVbnqqiD4yb5lZ9Dup1oW1xERER8SkNDA0VFRW6rjlFRUdxzzz3s3r2b8vJyZ7nNZuNXv/oV/v7+zg+gX/kJoitlZGRQVFTE+PHjef3119vc2g4NDWX06NHs3bvX5VZ4XV0dOTk5DB48mCFDhnjjdX2OVi5FRETEpxQUFGC32zEajS7lfn5+mM1m5s+fz9y5c0lKSiIoKIg//elPWK1W5s2bR79+/airq/P4kfbi4mL+/Oc/06VLF8aOHcuePXvcnt2vXz/niuSzzz5LSkoKTz75JDNmzCAgIIDf/OY31NfX8+qrr35t79/RKVyKiIiIT7FYLBgMBgIDA93qhg8fzltvvcWmTZvYtm0bly5d4hvf+AavvPIK3/ve94DLt8z9/f0ZPXq0S9+CggIAPv/8c5dPFl0pISHBGS4HDhzIpk2beOONN3jrrbfw8/Nj6NChmM1mhg8f7s1X9il+dXV1bd+lFxEREa+qrq4mLCzsZk9DfFxH/nekM5ciIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiIi4jWdb/YERERE5PZktVqZO3cuP/3pTxk1apRbvc1mIzk5mcGDB2M2m9scJzExkYcffhg/Pz/efPPNdp85d+5cnnrqKZeyFStW8PHHH7Np0yYACgsL2bJlC1arlaamJu68806++93vkpycTEBAgEvf48ePs2HDBv7v//6PS5cuERkZybx584iKirrWX8MtR+FSREREbrhTp06xZMkSWltbPda3tLRgNpspLS1l8ODBbY5TXl5ORUUFY8eOpXv37tx9991ubWw2G6+99hrNzc2MGzfOrT4/P5+kpCQADh06RFpaGiEhIcycOZOgoCAKCgp48803KS4uZu3atXTqdHnj9+TJkzz11FN07dqVxx57jJ49e/Kb3/yG1NRU1q9fz7e+9a3r+dX4PIVLERERuaH27dtHRkYG9fX1HuvPnTuH2WymsLDwqmPl5uYSFBSEwWCgU6dOHoPounXruHDhAi+88AKRkZEudUePHqW6upro6GgAXn31VXr27Mkvf/lL7rjjDgAeffRRXnvtNbZu3crevXt56KGHAMjKyqK5uZm3336bfv36AfDwww/zxBNPsGrVKt577z38/Pyu/Rdzi9CZSxEREblhFi5cSHp6OqGhocTHx7vV79y5k6SkJEpKSkhOTr7qeHl5eRiNRudq4heVlJTwq1/9igceeICpU6e61VssFsLCwrjvvvuorKzk1KlTPPjgg85g6ZCQkADgDLznz58nLy+P2NhYZ7AECA4OZsqUKZw8eZLDhw9fdf63Iq1cioiIdCCNHz57s6fQpu4PZH3lMcrKyjCZTMycOZMtW7a41ZeWlhITE0NaWhr+/v4e2zg0NjZSWFjI0qVL22zz2muv4e/vz+LFiz3WWywWxo4dC0BoaCjbt2+na9eubu3Onz8P4AyxjuBoMBjc2g4bNszZxlP9rU7hUkREpANprT9ys6fwtcrOzna7FHMlk8nkrD9z5ky7Yx04cACbzeYMh1+Um5tLUVERiYmJfOMb33Crr6+vx2q1MnPmTAA6d+7MPffc43Gsd999F8B58aiqqgqAO++8061teHg4ABUVFe3O/1albXERERG5YdoLltdSf6Xc3FwiIyMJDg72WL9161b8/f35wQ9+4LE+Pz8fPz8/xowZ0+5zNm/eTEFBAffffz8TJkwA4MKFCwB0797drX23bt0AaGpqutZXuaUoXIqIiIhPys/Pd17E+aLy8nIKCgqYOHGiy5nIK1ksFqKioujZs2ebz9i8eTMbN24kJCSElStXOrfF7XZ7m30cdW2dA73V3Z5vLSIiIj7t+PHjnD17ts1wuW/fPgAmTZrksd5ut7cbTm02GytXrmTjxo2Eh4ezYcMGl5Dao0cPwPPqpKOsV69e1/5CtxCduRQREelAOgXef7On4BMsFgshISEMHTrUY/3//u//EhgYiNFo9Fj/j3/8g9raWo/h8uLFi7z44ovk5eUxYMAAsrKy3M5W9u3bF/jn2csrOcr69Onzpd7pVqFwKSIi0oF440b27cBisWA0Gj1+R7KpqYl//OMfPPjgg3Tu7DnqWCwW7rzzTgYOHOhS3tjYyIIFCygqKuKBBx4gMzPT4wpkZGQknTp1wmq18uijj7rUOW6Sjxgx4npfz6dpW1xERER8SkNDA0VFRW1uaZeWltLS0tLmqia4foLoShkZGRQVFTF+/Hhef/31Nre2Q0NDGT16NHv37nW5FV5XV0dOTg6DBw9myJAhX/LNbg1auRQRERGfUlBQgN1ub3PLu7y8HPjn1vUX1dXVefxIe3FxMX/+85/p0qULY8eOZc+ePW59+/Xr51yRfPbZZ0lJSeHJJ59kxowZBAQE8Jvf/Ib6+npeffXVr/CGvk3hUkRERHyKxWLBYDAQGBjosf6TTz4B2r5Qk5+fj7+/P6NHj3YpLygoAODzzz8nMzPTY9+EhARnuBw4cCCbNm3ijTfe4K233sLPz4+hQ4diNpsZPnz4db3brcCvrq6u7bv0IiIi4lXV1dWEhYXd7GmIj+vI/4505lJEREREvEbhUkRERES8RuFSRERERLxG4VJEREREvEbhUkRERES8RuFSRERERLxG4VJEREREvEbhUkRERES8RuFSRERERLxG4VJEREREvEbhUkRERES8RuFSRERERLxG4VJEREREvEbhUkRERG4Kq9WK0Wjk4MGDHuttNhuzZs1i2bJl7Y6TmJjIxo0bnT//6U9/Yvbs2YwfP55vf/vbzJ8/n//7v/9rs/+KFSt46qmnnD8XFhayYMEC4uLiiImJYdq0aWzatInm5ma3vsePH+f555/nu9/9LrGxsZhMJoqKiq726rc0hUsRERG54U6dOsWSJUtobW31WN/S0oLZbKa0tLTdccrLy6moqGDs2LEAZGdn89JLL9HU1ITJZCI5OZmPPvqIefPmUVhY6HGM/Px8oqOjATh06BAmk4mPPvqImTNnsnDhQgYOHMibb77JokWLXOZ78uRJnnrqKUpKSnjsscd4+umnqaysJDU1lUOHDl3Pr+WW0PlmT0BERERuL/v27SMjI4P6+nqP9efOncNsNrcZBq+Um5tLUFAQBoMBm83Gpk2bCA0N5c0336R3794AfPvb32bGjBmsW7eOt956y6X/0aNHqa6udobLV199lZ49e/LLX/6SO+64A4BHH32U1157ja1bt7J3714eeughALKysmhububtt9+mX79+ADz88MM88cQTrFq1ivfeew8/P7/r+yX5MK1cioiIyA2zcOFC0tPTCQ0NJT4+3q1+586dJCUlUVJSQnJy8lXHy8vLw2g00qlTJ+rq6vjss8+IiopyBkuAe+65h4EDB3pcBbVYLISFhXHfffdRWVnJqVOnePDBB53B0iEhIQHAGXjPnz9PXl4esbGxzmAJEBwczJQpUzh58iSHDx++pt/JrUYrlyIiIh3Ipj8uv9lTaNNTCS9/5THKysowmUzMnDmTLVu2uNWXlpYSExNDWloa/v7+Hts4NDY2UlhYyNKlSwH4l3/5FwIDAykrK8NutztXDS9dusS5c+cICwtzG8NisTi31ENDQ9m+fTtdu3Z1a3f+/HkAOnW6vC7nCI4Gg8Gt7bBhw5xtPNXf6hQuRUREOpCPq4/f7Cl8rbKzswkICGiz3mQyOevPnDnT7lgHDhzAZrM5w6G/vz9LlizhlVdeYeXKlcycORObzcbPfvYz6urqWLBggUv/+vp6rFYrM2fOBKBz587cc889Hp/17rvvAjBq1CgAqqqqALjzzjvd2oaHhwNQUVHR7vxvVQqXIiIicsO0Fyyvpf5Kubm5REZGEhwc7CyLjo7m+9//Pr/73e/47//+b2f5ggULnFvbDvn5+fj5+TFmzJh2n7N582YKCgq4//77mTBhAgAXLlwAoHv37m7tu3XrBkBTU9M1v8utROFSREREfFJ+fj6PPPKI8+dLly4xb948jh07xkMPPcS3v/1tmpub2bFjB6+//jqXLl3ihz/8obO9xWIhKiqKnj17tvmMzZs3s3HjRkJCQli5cqVzW9xut7fZx1HnaHu7UbgUERERn3P8+HHOnj3rvOUNsGvXLo4dO8a0adNIT093ln/ve99j/vz5bNy4kQkTJjBo0CDsdjv5+fk88cQTHse32WysXr2a999/n/DwcNatW+dycadHjx6A59VJR1mvXr288q6+RuFSRESkA7k7bODNnoJPsFgshISEMHToUGfZsWPHAFxWMwH8/PyYMmUKBQUFfPjhhwwaNIh//OMf1NbWuoRTh4sXL/Liiy+Sl5fHgAEDyMrKcjtb2bdvX+CfZy+v5Cjr06fPV3tJH6VwKSIi0oF440b27cBisWA0Gl2+I9mlSxcAjx9mb2lpAf65ZW2xWLjzzjsZONA1zDc2NrJgwQKKiop44IEHyMzM9LgCGRkZSadOnbBarTz66KMudY6b5CNGjPgKb+i7bs/DACIiIuKzGhoaKCoqclt1jImJAeC9995zKbfZbPz2t791ubxz5SeIrpSRkUFRURHjx4/n9ddfb3NrOzQ0lNGjR7N3716XW+F1dXXk5OQwePBghgwZ8pXe01dp5VJERER8SkFBAXa7HaPR6FI+evRoHnnkEXbs2MH58+eZOHEizc3N7Nq1i9LSUpKTkxk4cCB1dXUeP9JeXFzMn//8Z7p06cLYsWPZs2eP27P79evnXJF89tlnSUlJ4cknn2TGjBkEBATwm9/8hvr6el599dWv7f07OoVLERER8SkWiwWDwUBgYKBb3f/7f/+PYcOG8f7777N27Vr8/PwYNGgQy5cv5+GHHwYu3zL39/dn9OjRLn0LCgoA+Pzzz8nMzPT47ISEBGe4HDhwIJs2beKNN97grbfews/Pj6FDh2I2mxk+fLg3X9mn+NXV1bV9l15ERES8qrq62uNfihH5MjryvyOduRQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERkZvCarViNBo5ePCgx3qbzcasWbNYtmxZu+MkJiayceNG5887duzgiSeeYNy4cUyePJmMjAwqKyvb7L9ixQqeeuop58+FhYUsWLCAuLg4YmJimDZtGps2baK5udmt7/Hjx3n++ef57ne/S2xsLCaTiaKioqu9+i1N4VJERERuuFOnTrFkyRJaW1s91re0tGA2myktLW13nPLycioqKhg7diwA69evZ8WKFTQ1NfHUU08xbdo0LBYLycnJlJeXexwjPz+f6OhoAA4dOoTJZOKjjz5i5syZLFy4kIEDB/Lmm2+yaNEil/mePHmSp556ipKSEh577DGefvppKisrSU1N5dChQ9fza7kldL7ZExAREZHby759+8jIyKC+vt5j/blz5zCbzRQWFl51rNzcXIKCgjAYDBw/fpx33nmHiIgIfvGLX9CrVy8AJk+ezPTp0/nP//xPNmzY4NL/6NGjVFdXO8Plq6++Ss+ePfnlL3/JHXfcAcCjjz7Ka6+9xtatW9m7dy8PPfQQAFlZWTQ3N/P222/Tr18/AB5++GGeeOIJVq1axXvvvYefn9/1/ZJ8mFYuRURE5IZZuHAh6enphIaGEh8f71a/c+dOkpKSKCkpITk5+arj5eXlYTQa6dSpE3/961+x2+388Ic/dAZLgLCwMCZPnszBgwfdVi8tFgthYWHcd999VFZWcurUKR588EFnsHRISEgAcAbe8+fPk5eXR2xsrDNYAgQHBzNlyhROnjzJ4cOHr/n3civRyqWIiEgHkpOTc7On0KYpU6Z85THKysowmUzMnDmTLVu2uNWXlpYSExNDWloa/v7+Hts4NDY2UlhYyNKlSwGc5yoHDx7s1vaee+4B4B//+AcRERHOcovF4txSDw0NZfv27XTt2tWt//nz5wHo1OnyupwjOBoMBre2w4YNc7bxVH+rU7gUERHpQKqqqm72FL5W2dnZBAQEtFlvMpmc9WfOnGl3rAMHDmCz2ZzhsHv37gA0NDS4ta2rqwOgpqbGWVZfX4/VamXmzJkAdO7c2RlCv+jdd98FYNSoUcA///905513urUNDw8HoKKiot3536q0LS4iIiI3THvB8lrqr5Sbm0tkZCTBwcEAREVFAfCnP/3JpV1rayv79u0D4NKlS87y/Px8/Pz8GDNmTLvP2bx5MwUFBdx///1MmDABgAsXLgD/DLRX6tatGwBNTU3X/C63Eq1cioiIiE/Kz8/nkUcecf48YcIE7r//fn73u9/Ro0cPEhISaG5u5he/+IVzpbFz539GH4vFQlRUFD179mzzGZs3b2bjxo2EhISwcuVK57a43W5vs4+jztH2dnN7vrWIiIj4tOPHj3P27FnnLW+4HBxfe+01Ro8ezdtvv8306dP593//d5qamnjxxRcBCAwMBC4HwCs/QfRFNpuNlStXsnHjRsLDw9mwYYPLxZ0ePXoAnlcnHWVXXiq6nWjlUkREpANxnNeT9lksFkJCQhg6dKhLeWhoKOvWrePMmTNUVlbSt29f+vTpw44dOwDo378/cPliT21trcdwefHiRV588UXy8vIYMGAAWVlZbmcr+/btC3g+I+so69Onz1d/UR+kcCkiItKBeONG9u3AYrFgNBpdviNZVVVFfn4+UVFRREREOAOgo33Xrl2dt7ctFgt33nknAwcOdBm3sbGRBQsWUFRUxAMPPEBmZqbHFcjIyEg6deqE1Wrl0Ucfdalz3CQfMWKE197Xl2hbXERERHxKQ0MDRUVFbquOn3/+OT/+8Y956623XMoPHjzIX//6VxITE50XcK78BNGVMjIyKCoqYvz48bz++uttbm2HhoYyevRo9u7d63IrvK6ujpycHAYPHsyQIUO+6qv6JK1cioiIiE8pKCjAbrdjNBpdyvv168f3vvc9du7ciZ+fH9/85jc5ffo02dnZDBw4kCeffBK4HAA9faS9uLiYP//5z3Tp0oWxY8eyZ88et2f369fPuSL57LPPkpKSwpNPPsmMGTMICAjgN7/5DfX19bz66qtfz8v7AIVLERER8SkWiwWDweC8nHOl//iP/+Duu+9m165d/OUvfyEsLIzHHnuM5ORkevfuDVy+Ze7v78/o0aNd+hYUFACXV0AzMzM9PjshIcEZLgcOHMimTZt44403eOutt/Dz82Po0KGYzWaGDx/uzVf2KX51dXVt36UXERERr6quriYsLOxmT0N8XEf+d6QzlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiInJTWK1WjEYjBw8e9Fhvs9mYNWsWy5Yta3ecxMRENm7c6LEuMzOTKVOmtNn3b3/7GykpKXz729/mO9/5Di+//DKVlZVttjeZTJjNZufPH3zwAfPmzSM2NpZx48YxY8YMsrOzaW1tdetbXFxMWloacXFxTJw4keeee44TJ060+26+SOFSREREbrhTp06xZMkSjyEMoKWlBbPZTGlpabvjlJeXU1FRwdixY93qtm3bxvbt29vsu3v3bp5//nlsNhvz5s0jKSnJGTZra2vd2l+8eJGioiKio6MB2LVrF4sXL6a2tpY5c+Ywf/58goODWbNmDRkZGS59Dx06RGpqKpWVlSQnJzN79mxKSkpISUmhrKys3Xf0NZ1v9gRERETk9rJv3z4yMjKor6/3WH/u3DnMZjOFhYVXHSs3N5egoCAMBoOzrKmpibVr17YbLBsbG/nJT37CoEGD2LRpE127dgXAaDTy5JNP8vOf/5z09HSXPvv376e1tRWj0UhzczOZmZn079+fd955h27dugEwffp00tPT2bFjB9OmTSMyMhK73U5mZiZBQUFs3ryZoKAgAOLi4pgxYwZZWVlkZWVd9V19hVYuRURE5IZZuHAh6enphIaGEh8f71a/c+dOkpKSKCkpITk5+arj5eXlYTQa6dTpcqQ5duwYU6dOZfv27SQmJhIeHu6x39///nfq6upISkpyBkuAESNG8M1vfpPdu3fz+eefuz1r2LBhBAUFYbVaaWhoICEhwRksHSZNmgRcXq0EKCkp4cSJE0yePNkZLAH69+9PXFwc+fn51NTUXPVdfYVWLkVERDqQ7H9792ZPoU3T//uJrzxGWVkZJpOJmTNnsmXLFrf60tJSYmJiSEtLw9/f32Mbh8bGRgoLC1m6dKmzrKKigrCwMJYtW8bo0aPbPG9ptVoBXFY8HYYNG0ZhYSFlZWUMHjzYWW6xWEhMTHT227ZtG71793br79hSdwRex7OGDx/u1tZgMLBz505KSkqYMGFCm+/qSxQuRUREOpBzhWdv9hS+VtnZ2QQEBLRZbzKZnPVnzpxpd6wDBw5gs9lczltGR0cTGxt71XlUVVUBcOedd7rV9enTx/l8R7g8duwYVVVVxMTEABAQEMC9997r1tdms5GdnQ3AqFGjAJwXhBzjXsmxsnq1d/Ul2hYXERGRG6a9YHkt9VfKzc0lMjKS4ODgL93/woULAHTv3t2tzrFN3tjY6CyzWCyEhoYyZMiQdsddtWoVJ0+eJDY21tm2oaEBgB49eri1d2ypX/ksX6dwKSIiIj4pPz/feXP7etnt9jbr/P39nf+3xWIhOjoaPz8/j21bW1tZuXIlOTk5REREuGzVO57h6VmOMscW+q3g1nkTERERuW0cP36cs2fPXne4dKwiNjU1udU5ynr16gVcXuUsLi72+LkjuLzquGTJEt5//30GDBjAhg0bXC7ufJln3Qp05lJERKQDuXPkXTd7Cj7BYrEQEhLC0KFDr6t/3759gctnL78Y7BznMR3nIfPz84HLnyn6opqaGhYtWsSRI0cYOXIkq1evJjAwsM1nXXlB6MpneTqP6asULkVERDoQb9zIvh1YLBaMRmOb29RXM2zYMAAOHz7MgAEDXOqsViu9evXiG9/4BnD5E0QjRoxwC6Hnz58nNTWV8vJy4uPjMZvNdOnSxe1Zjhvphw8fdl4IuvJZfn5+Hm+t+ypti4uIiIhPaWhocPlLOddj3LhxBAYG8t5773Hp0iVneXFxMUVFRSQkJNCpUyfsdjt5eXluz2ppaeGFF16gvLycqVOnsmLFCo/BEiAyMpKIiAhycnL49NNPneWnT59m7969jB8/3uVSkq/TyqWIiIj4lIKCAux2u8dt6mvVrVs3nn32WZYvX85TTz3F97//fWpra/n1r3/NXXfdxZw5cwA4evQoNTU1buFyz549FBUVERgYiMFgYPfu3W7PGDRokHMbfPHixSxYsICUlBSSkpJobm5m69atdO3alfnz51/3e3RECpciIiLiUywWCwaDwe1s45c1efJkunfvzi9/+Utee+01evfuzYQJEzCZTISEhDifFR4e7nZWsqCgAID6+nqWL1/ucfy5c+c6+40ZM4Z169axadMm1q9fT/fu3YmKisJkMhEREfGV3qOj8aurq2v7Dr6IiIh4VXV1NWFhYTd7GuLjOvK/I525FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUERGRm8JqtWI0Gjl48KDHepvNxqxZs1i2bFm74yQmJrJx40aPdZmZmUyZMuUrzQOgsLCQMWPGUFFRAUBdXR2rV69mypQpREdHEx8fz4svvkhZWZlb36amJjZu3MjUqVMZP348jz76KL/61a9oaWlpd16+qvPNnoCIiIjcfk6dOsWSJUtobW31WN/S0oLZbKa0tJTBgwe3OU55eTkVFRWMHTvWrW7btm1s376du+6667rn4WCxWLjnnnvo168fly5dIjU1lZMnTzJ58mQiIyM5c+YMv/3tb8nPz+fNN99k4MCBALS2tvLCCy+Ql5fHI488wrBhw9i/fz9r167l1KlT/Md//Ee7z/VFCpciIiJyQ+3bt4+MjAzq6+s91p87dw6z2UxhYeFVx8rNzSUoKAiDweAsa2pqYu3atWzfvv0rzeOLz4mOjgZg69atHD9+nBdffJHExERnm4ceeog5c+awfv16XnvtNQD+8pe/YLFYSEtLY/bs2cDlldaVK1fy/vvv8/3vf99l7rcCbYuLiIjIDbNw4ULS09MJDQ0lPj7erX7nzp0kJSVRUlJCcnLyVcfLy8vDaDTSqdPlSHPs2DGmTp3K9u3bSUxMJDw8/LrmcaXq6mo++ugjYmJiANi/fz9dunTh+9//vku7+++/nwEDBnDo0CFn2R//+Ee6dOnCY4895tL2Bz/4AQB/+MMfrvqOvkYrlyIiIh3Id/5QdbOn0Kb/mew5qH0ZZWVlmEwmZs6cyZYtW9zqS0tLiYmJIS0tDX9/f49tHBobGyksLGTp0qXOsoqKCsLCwli2bBmjR49u87zl1eZxpdzcXLp3787IkSMBWLFiBbW1tfj7+7u0s9vtfPLJJ86gC5fPcw4cOJDu3bu7tO3Xrx//8i//wuHDh9t9ti9SuBQREelADlR/frOn8LXKzs4mICCgzXqTyeSsP3PmTLtjHThwAJvN5nLeMjo6mtjY2K88jytZLBYeeOABZ/s77riDO+64w63dn/70J2pqapgwYQJweXu+vr7eGUq/KDw8/Krv6Iu0LS4iIiI3zNUC3bUGPri8ohgZGUlwcPCX7n+t7Ww2GwcOHHCet2zL8ePHWb16Nf7+/qSkpABw4cIFAHr06OGxT7du3WhsbLymefgShUsRERHxSfn5+VcNfV/V//f//X80NDS0+5yjR49iMpn47LPPeO655xg6dChweZv8yv9+kd1ud9tavxUoXIqIiIjPOX78OGfPnv3aw6XFYuEb3/hGm58zys3N5emnn6auro7nnnuORx991FnnWLFsamry2LepqYmePXt6f9I3mc5cioiIdCCjw7rc7Cn4BIvFQkhIiHOV8OuSm5vrvCX+Rb/97W/5r//6Lzp16sTy5cv57ne/61Lfs2dPgoODqaryfEmrqqqq3W9w+iqFSxERkQ7EGzeybwcWiwWj0Yifn9/X9oxz585x8uRJFi9e7Fa3detWXnvtNQIDA8nMzORb3/qWxzGGDRvGhx9+SFNTE926dXOWV1RUUFdX5xZIbwXaFhcRERGf0tDQQFFR0de+JZ6bm0vPnj355je/6VKel5dHVlYWQUFBbNy4sc1gCfDwww9z6dIlsrOzXcrffvttACZPnuz1ed9sWrkUERERn1JQUIDdbsdoNH6tz7FYLIwePZrOnV3j0k9+8hPsdjvjx4+ntLSU0tJSt76TJk0CID4+npycHN544w3OnDlDZGQk+fn5/OUvfyEpKYkhQ4Z8re9wMyhcioiIiE+xWCwYDAYCAwO/tmd8/vnnfPjhhyxcuNCl/Ny5c5SXlwOX/7pOW39hxxEu/fz8WLNmDT//+c/585//zB//+Ef69u3LwoULmT59+tc2/5vJr66uzvP9eBEREfG66upqwsLCbvY0xMd15H9HOnMpIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiI3hdVqxWg0cvDgQY/1NpuNWbNmsWzZsnbHSUxMZOPGjR7rMjMzmTJlSpvjv/vuu8yYMYNx48YRGxvL008/TV5eXpvPMplMmM1m588ffPAB8+bNIzY2lnHjxjFjxgyys7NpbW1161tcXExaWhpxcXFMnDiR5557jhMnTrT7br5I4VJERERuuFOnTrFkyRKPIQygpaUFs9lMaWlpu+OUl5dTUVHB2LFj3eq2bdvG9u3b2+z7n//5n7z++uvccccdPPPMM8yZM4eqqiqeffZZ/vCHP7i1v3jxIkVFRURHRwOwa9cuFi9eTG1tLXPmzGH+/PkEBwezZs0aMjIyXPoeOnSI1NRUKisrSU5OZvbs2ZSUlJCSkkJZWVm77+hrOt/sCYiIiMjtZd++fWRkZFBfX++x/ty5c5jNZgoLC686Vm5uLkFBQRgMBmdZU1MTa9eubTdYFhcX8/vf/574+Hh+/OMfO8unTZvGE088QVZWFt/97nfp0qWLs27//v20trZiNBppbm4mMzOT/v37884779CtWzcApk+fTnp6Ojt27GDatGlERkZit9vJzMwkKCiIzZs3ExQUBEBcXBwzZswgKyuLrKysq76rr9DKpYiIiNwwCxcuJD09ndDQUOLj493qd+7cSVJSEiUlJSQnJ191vLy8PIxGI506XY40x44dY+rUqWzfvp3ExETCw8M99isoKAAuh8kr9erViwcffJD6+nqOHTvm9qxhw4YRFBSE1WqloaGBhIQEZ7B0mDRpEnB5tRKgpKSEEydOMHnyZGewBOjfvz9xcXHk5+dTU1Nz1Xf1FVq5FBER6UC6Lzfd7Cm0qfHlN77yGGVlZZhMJmbOnMmWLVvc6ktLS4mJiSEtLQ1/f3+PbZzzaWyksLCQpUuXOssqKioICwtj2bJljB49us3zlo8//jgTJkwgIiLCra62thYAf39/l3KLxUJiYiIABoOBbdu20bt37zb7OwKv1WoFYPjw4W5tDQYDO3fupKSkhAkTJrT5rr5E4VJERKQD8T9ecrOn8LXKzs4mICCgzXqTyeSsP3PmTLtjHThwAJvN5nLeMjo6mtjY2KvOo1evXtx3331u5RUVFfz1r38lKCiIgQMHOsuPHTtGVVUVMTExAAQEBHDvvfe69bfZbGRnZwMwatQoACorKwHo06ePW3vHyurV3tWXaFtcREREbpj2guW11F8pNzeXyMhIgoODr6v/F124cIEXX3yR5uZm5s6dS+fO/1yDs1gshIaGMmTIkHbHWLVqFSdPniQ2NtbZtqGhAYAePXq4tXdsqTc2Nl73vDsahUsRERHxSfn5+c6b21/Vp59+yjPPPMORI0d46KGHeOyxx1zqLRYL0dHR+Pn5eezf2trKypUrycnJISIiwmWr3m63u/z3So4yxxb6reDWeRMRERG5bRw/fpyzZ896JVx+/PHHpKSkYLVa+c53vsPy5ctdQuSFCxcoLi72+LkjuLzquGTJEt5//30GDBjAhg0bXC7uOFYsm5qa3Po6ynr16vWV36Oj0JlLERGRDqRlYOTNnoJPsFgshISEMHTo0K80TnFxMc8//zx1dXU8/vjjPPvss26riPn5+QAYjUa3/jU1NSxatIgjR44wcuRIVq9eTWBgoEubvn37AlBVVcXgwYNd6qqqqgDP5zF9lcKliIhIB+KNG9m3A4vFgtFobHOb+loUFRXxzDPPcOnSJRYtWsTjjz/usV1eXh4jRoxwW108f/48qamplJeXEx8fj9lsdvkupoPjG5yHDx92XghysFqt+Pn5uXyn09dpW1xERER8SkNDg8tfyrke1dXVLF68mKamJl555ZU2g6XdbicvL8/tWS0tLbzwwguUl5czdepUVqxY4TFYAkRGRhIREUFOTg6ffvqps/z06dPs3buX8ePHu1xK8nVauRQRERGfUlBQgN1u97hNfa3efPNN6urqMBgM2O12du3a5dZmzJgxVFdXU1NT4xYu9+zZQ1FREYGBgRgMBnbv3u3Wf9CgQc5t8MWLF7NgwQJSUlJISkqiubmZrVu30rVrV+bPn3/d79ERKVyKiIiIT7FYLBgMBrezjV/G/v37gcvb0o6PnH/Rhg0bKCoqIjw83O2spOMv/NTX17N8+XKP/efOnevsN2bMGNatW8emTZtYv3493bt3JyoqCpPJ5PFD7r7Mr66uzv1evIiIiHwtqqurCQsLu9nTEB/Xkf8d6cyliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiI3BRWqxWj0cjBgwc91ttsNmbNmsWyZcvaHScxMZGNGzd6rMvMzGTKlCke61pbW8nJyWHWrFk8+OCDfO9732PlypXU1ta2+SyTyYTZbHb+/MEHHzBv3jxiY2MZN24cM2bMIDs7m9bWVre+xcXFpKWlERcXx8SJE3nuuec4ceJEu+/mixQuRURE5IY7deoUS5Ys8RjCAFpaWjCbzZSWlrY7Tnl5ORUVFYwdO9atbtu2bWzfvr3Nvm+88QYZGRmEhIQwf/58EhIS2LVrF8nJydTV1bm1v3jxIkVFRURHRwOwa9cuFi9eTG1tLXPmzGH+/PkEBwezZs0aMjIyXPoeOnSI1NRUKisrSU5OZvbs2ZSUlJCSkkJZWVm77+hrOt/sCYiIiMjtZd++fWRkZFBfX++x/ty5c5jNZgoLC686Vm5uLkFBQRgMBmdZU1MTa9eubTdYVlRU8PbbbxMdHU1WVpazPDIykvT0dLZu3UpqaqpLn/3799Pa2orRaKS5uZnMzEz69+/PO++8Q7du3QCYPn066enp7Nixg2nTphEZGYndbiczM5OgoCA2b95MUFAQAHFxccyYMYOsrCyXOfg6rVyKiIjIDbNw4ULS09MJDQ0lPj7erX7nzp0kJSVRUlJCcnLyVcfLy8vDaDTSqdPlSHPs2DGmTp3K9u3bSUxMJDw83GO/M2fOYDAYSEpKcin/13/9VwCOHj3q8VnDhg0jKCgIq9VKQ0MDCQkJzmDpMGnSJODyaiVASUkJJ06cYPLkyc5gCdC/f3/i4uLIz8+npqbmqu/qK7RyKSIi0oE0fvjszZ5Cm7o/kPWVxygrK8NkMjFz5ky2bNniVl9aWkpMTAxpaWn4+/t7bOPQ2NhIYWEhS5cudZZVVFQQFhbGsmXLGD16dJvnLUePHs3o0aPdyo8cOQLAXXfd5VZnsVhITEwEwGAwsG3bNnr37u3WznFm0xF4rVYrAMOHD3drazAY2LlzJyUlJUyYMKHNd/UlCpciIiIdSGv9kZs9ha9VdnY2AQEBbdabTCZn/ZkzZ9od68CBA9hsNpfzltHR0cTGxn6pObW2tnLu3DmKiopYv349QUFBPPHEEy5tjh07RlVVFTExMQAEBARw7733uo1ls9nIzs4GYNSoUQBUVlYC0KdPH7f2jpXVq72rL1G4FBERkRumvWB5LfVXys3NJTIykuDg4Ovq73D8+HFnmPT392fp0qX079/fpY3FYiE0NJQhQ4a0O9aqVas4efIksbGxzrYNDQ0A9OjRw629Y0u9sbHxS8+7o1K4FBEREZ+Un5/PI4888pXHCQwM5NVXX+XSpUv893//N8uXL+fUqVOYTCZnG4vFQnR0NH5+fh7HaG1tZdWqVeTk5BAREeGyVW+3213+eyVHmWML/VZw67yJiIiI3DaOHz/O2bNnnZ8F+ir69OnDQw89REJCAj/72c8YNmwYb7/9NhUVFQBcuHCB4uJij587gsurjkuWLOH9999nwIABbNiwweXijmPFsqmpya2vo6xXr15f+T06Cq1cioiIdCCdAu+/2VPwCRaLhZCQEIYOHerVcf39/XnooYc4fPgwR48epV+/fuTn5wNgNBrd2tfU1LBo0SKOHDnCyJEjWb16NYGBgS5t+vbtC0BVVRWDBw92qauqqgI8n8f0VQqXIiIiHYg3bmTfDiwWC0ajsc1t6qvZvHkz27ZtY926ddx3330udRcvXgSga9euwOVPEI0YMcJtdfH8+fOkpqZSXl5OfHw8ZrOZLl26uD3L8Q3Ow4cPOy8EOVitVvz8/Fy+0+nrtC0uIiIiPqWhocHlL+Vcj4iICD755BPeeecdl/K6ujr++7//m8DAQEaOHIndbicvL8/tWS0tLbzwwguUl5czdepUVqxY4TFYwuUPs0dERJCTk8Onn37qLD99+jR79+5l/PjxLpeSfJ1WLkVERMSnFBQUYLfbPW5TX6u4uDjGjRvHn/70Jy5cuEBMTAx1dXX87ne/45NPPuHVV1+lR48eHDlyhJqaGrdwuWfPHoqKiggMDMRgMLB79263ZwwaNMi5Db548WIWLFhASkoKSUlJNDc3s3XrVrp27cr8+fOv+z06IoVLERER8SkWiwWDweB2tvHL8PPzIzMzk3fffZc//OEP/OQnP6FHjx5ERUWRkpJCZGSk81nh4eFuZyULCgoAqK+vZ/ny5R6fMXfuXGe/MWPGsG7dOjZt2sT69evp3r07UVFRmEwmIiIirvs9OiK/uro693vxIiIi8rWorq4mLCzsZk9DfFxH/nekM5ciIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiInJTWK1WjEYjBw8e9Fhvs9mYNWsWy5Yta3ecxMRENm7c6LEuMzOTKVOmXNN88vLy+Nd//Vc2bdrUZhuTyYTZbHb+/MEHHzBv3jxiY2MZN24cM2bMIDs7m9bWVre+xcXFpKWlERcXx8SJE3nuuec4ceLENc3NlyhcioiIyA136tQplixZ4jGEAbS0tGA2myktLW13nPLycioqKhg7dqxb3bZt29i+ffs1zaeuro7ly5djt9vbbHPx4kWKioqIjo4GYNeuXSxevJja2lrmzJnD/PnzCQ4OZs2aNWRkZLj0PXToEKmpqVRWVpKcnMzs2bMpKSkhJSWFsrKya5qjr+h8sycgIiIit5d9+/aRkZFBfX29x/pz585hNpspLCy86li5ubkEBQVhMBicZU1NTaxdu/aagyXAj3/8Yz777LN22+zfv5/W1laMRiPNzc1kZmbSv39/3nnnHbp16wbA9OnTSU9PZ8eOHUybNo3IyEjsdjuZmZkEBQWxefNmgoKCAIiLi2PGjBlkZWWRlZV1zXPt6LRyKSIiIjfMwoULSU9PJzQ0lPj4eLf6nTt3kpSURElJCcnJyVcdLy8vD6PRSKdOlyPNsWPHmDp1Ktu3bycxMZHw8PCrjvHb3/6W3Nxcnnzyyas+a9iwYQQFBWG1WmloaCAhIcEZLB0mTZoEXF6tBCgpKeHEiRNMnjzZGSwB+vfvT1xcHPn5+dTU1Fx1nr5CK5ciIiIdyKY/Lr/ZU2jTUwkvf+UxysrKMJlMzJw5ky1btrjVl5aWEhMTQ1paGv7+/h7bODQ2NlJYWMjSpUudZRUVFYSFhbFs2TJGjx591fOW5eXlvP7668yZM8dl9dMTi8VCYmIiAAaDgW3bttG7d2+3drW1tQDOwGu1WgEYPny4W1uDwcDOnTspKSlhwoQJ7T7fVyhcioiIdCAfVx+/2VP4WmVnZxMQENBmvclkctafOXOm3bEOHDiAzWZzOW8ZHR1NbGzsNc3FZrPx0ksvMWDAAH74wx9SVFTUZttjx45RVVVFTEwMAAEBAdx7770ex8zOzgZg1KhRAFRWVgLQp08ft/aOldWrvasvUbgUERGRG6a9YHkt9VfKzc0lMjKS4ODg6+q/YcMGysrKeOedd+jcuf1IZLFYCA0NZciQIe22W7VqFSdPniQ2NtbZtqGhAYAePXq4tXdsqTc2Nl7zvDs6nbkUERERn5Sfn++8uf1lHTx4kHfffZdnnnmGiIiIq7a3WCxER0fj5+fnsb61tZWVK1eSk5NDRESEy1a94wa6p5vojjLHFvqt4NZ5ExEREbltHD9+nLNnz15XuPzss8945ZVXGDFiBA899BB1dXXU1dVx4cIF4PJt87q6OpqbmwG4cOECxcXFHj93BJdXHZcsWcL777/PgAED2LBhg8vFHceKZVNTk1tfR1mvXr2+9Ht0VNoWFxER6UDuDht4s6fgEywWCyEhIQwdOvRL9y0tLaWyspLKykqPN9Z/9atf8atf/YqXX36ZyZMnk5+fD4DRaHRrW1NTw6JFizhy5AgjR45k9erVBAYGurTp27cvAFVVVQwePNilrqqqCvB8HtNXKVyKiIh0IN64kX07sFgsGI3GNrep2zN48GDWr1/vVn7s2DFef/11Jk2aREJCAgMGDAAuf4JoxIgRbquL58+fJzU1lfLycuLj4zGbzXTp0sVtXMct9MOHDzsvBDlYrVb8/PyuelPdlyhcioiIiE9paGigqKiIV1555br6BwYGMmbMGLdyf39/APr16+est9vt5OXlMX36dJe2LS0tvPDCC5SXlzN16lTS09PbDLqRkZFERESQk5PD9OnTnVvmp0+fZu/evYwfP97lUpKvU7gUERERn1JQUIDdbve4Te1tR48epaamxu1s5549eygqKiIwMBCDwcDu3bvd+g4aNMi5Db548WIWLFhASkoKSUlJNDc3s3XrVrp27cr8+fO/9ve4kRQuRURExKdYLBYMBoPb2cav61nh4eFuZyULCgoAqK+vZ/lyzx++nzt3rrPfmDFjWLduHZs2bWL9+vV0796dqKgoTCbTNd1W9yV+dXV1bf+FdhEREfGq6upqwsLCbvY0xMd15H9H+hSRiIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHhN55s9AREREbk9Wa1W5s6dy09/+lNGjRrlVm+z2UhOTmbw4MGYzeY2x0lMTOThhx9m3rx5bnWZmZnk5uaSk5PjVldZWckjjzziccy77rrLYx+TyURYWBjLli0D4IMPPuDXv/41R48exWazcffdd/Nv//ZvJCUl0amT6xpecXExGzdu5MiRI9jtdkaOHElaWhoDBgxo8918kcKliIiI3HCnTp1iyZIltLa2eqxvaWnBbDZTWlrK4MGD2xynvLyciooKxo4d61a3bds2tm/fzl133eWx70cffQTAzJkzGTJkiEtd9+7d3dpfvHiRoqIiXn75ZQB27dqF2WwmIiKCOXPm0K1bN/7617+yZs0aSktLeemll5x9Dx06xPz587nrrrtITk6mtbWV9957j5SUFH7xi19w7733tvmOvkbhUkRERG6offv2kZGRQX19vcf6c+fOYTabKSwsvOpYubm5BAUFYTAYnGVNTU2sXbuW7du3t9v32LFjAEyZMoVvfOMbV33W/v37aW1txWg00tzcTGZmJv379+edd96hW7duAEyfPp309HR27NjBtGnTiIyMxG63k5mZSVBQEJs3byYoKAiAuLg4ZsyYQVZWFllZWVd9vq/QmUsRERG5YRYuXEh6ejqhoaHEx8e71e/cuZOkpCRKSkpITk6+6nh5eXkYjUbnFvSxY8eYOnUq27dvJzExkfDw8Db7fvTRR3Tp0oW77777muael5fHsGHDCAoKwmq10tDQQEJCgjNYOkyaNAm4vFoJUFJSwokTJ5g8ebIzWAL079+fuLg48vPzqampuaY5+AKtXIqIiHQgns75dRRTpkz5ymOUlZVhMpmYOXMmW7ZscasvLS0lJiaGtLQ0/P39PbZxaGxspLCwkKVLlzrLKioqnGciR48e3e6cjx07RkREBJ07d8Zut9PU1ORxO9zBYrGQmJgIgMFgYNu2bfTu3dutXW1tLYAz8FqtVgCGDx/u1tZgMLBz505KSkqYMGFCm8/2JQqXIiIiHUhVVdXNnsLXKjs7m4CAgDbrTSaTs/7MmTPtjnXgwAFsNpvLecvo6GhiY2OvOo9Lly5x6tQpBg8ezMKFC/nwww+5dOkSd911F7NmzSIpKcml/bFjx6iqqiImJgaAgIAAj+ckbTYb2dnZAM5LSpWVlQD06dPHrb1jZfVq7+pLFC5FRETkhmkvWF5L/ZVyc3OJjIwkODj4S/c/ceIELS0tHDt2jKioKBITE/nkk0/47W9/y+rVqzl79izPPPOMs73FYiE0NNTt4s8XrVq1ipMnTxIbG+ts29DQAECPHj3c2ju21BsbG69p3r5A4VJERER8Un5+fpufErqawMBA5s2bR2RkpMvKZ0JCAj/84Q/59a9/zZQpU4iIiAAuh8vo6Gj8/Pw8jtfa2sqqVavIyckhIiLCZavebre7/PdKjrIvfrbIl906byIiIiK3jePHj3P27Fmio6Ovq3+/fv1ISUlx+4RR586defTRR2ltbWX//v0AXLhwgeLiYo+fO4LLq45Llizh/fffZ8CAAWzYsMHl4o5jxbKpqcmtr6OsV69e1/UeHZFWLkVERDqQ9m43yz9ZLBZCQkIYOnSo18cOCQkBLn/XEi6vkAIYjUa3tjU1NSxatIgjR44wcuRIVq9eTWBgoEubvn37ApfP037xm52OM7aezmP6KoVLERGRDsQbN7JvBxaLBaPR2OY29dX84he/4Pe//z0vv/wyI0eOdKk7efIkcPlTQXD5E0QjRoxwW108f/48qamplJeXEx8fj9lspkuXLm7PcnyD8/Dhw84LQQ5WqxU/Pz+X73T6Om2Li4iIiE9paGigqKjourfE4XJwrKio4Ne//rVLeW1tLb/+9a8JDg4mJiYGu91OXl6e27NaWlp44YUXKC8vZ+rUqaxYscJjsASIjIwkIiKCnJwcPv30U2f56dOn2bt3L+PHj3e5lOTrtHIpIiIiPqWgoAC73e5xm/paPfTQQ/zhD3/ggw8+4Ec/+hGxsbHU1dXxu9/9jk8//ZTMzEy6d+/OkSNHqKmpcQuXe/bsoaioiMDAQAwGA7t373Z7xqBBg5zb4IsXL2bBggWkpKSQlJREc3MzW7dupWvXrsyfP/+636MjUrgUERERn2KxWDAYDG5nG78MPz8/1qxZw69+9St27tzJT37yE3r06MGIESOYO3cukZGRzmeFh4e7nZUsKCgAoL6+nuXLl3t8xty5c539xowZw7p169i0aRPr16+ne/fuREVFYTKZnDfSbxV+dXV17vfiRURE5GtRXV1NWFjYzZ6G+LiO/O9IZy5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVEROSmsFqtGI1GDh486LHeZrMxa9Ysli1b1u44iYmJbNy40WNdZmYmU6ZMabNveXk5S5cuJT4+ngcffJAf/OAH7N69u832JpMJs9ns/PmDDz5g3rx5xMbGMm7cOGbMmEF2djatra1ufYuLi0lLSyMuLo6JEyfy3HPPceLEiXbfzRcpXIqIiMgNd+rUKZYsWeIxhAG0tLRgNpspLS1td5zy8nIqKioYO3asW922bdvYvn17m32PHj3KnDlzOHjwINOnT8dkMgHw8ssvk52d7db+4sWLFBUVER0dDcCuXbtYvHgxtbW1zJkzh/nz5xMcHMyaNWvIyMhw6Xvo0CFSU1OprKwkOTmZ2bNnU1JSQkpKCmVlZe2+o6/pfLMnICIiIreXffv2kZGRQX19vcf6c+fOYTabKSwsvOpYubm5BAUFYTAYnGVNTU2sXbu23WAJsGLFCux2Oz//+c+5++67AZg6dSozZ87kZz/7GVOnTqVLly7O9vv376e1tRWj0UhzczOZmZn079+fd955h27dugEwffp00tPT2bFjB9OmTSMyMhK73U5mZiZBQUFs3ryZoKAgAOLi4pgxYwZZWVlkZWVd9V19hVYuRURE5IZZuHAh6enphIaGEh8f71a/c+dOkpKSKCkpITk5+arj5eXlYTQa6dTpcqQ5duwYU6dOZfv27SQmJhIeHu6xX3FxMaWlpcycOdMZLAG6dOnCM888wxNPPMGFCxfcnjVs2DCCgoKwWq00NDSQkJDgDJYOkyZNAi6vVgKUlJRw4sQJJk+e7AyWAP379ycuLo78/Hxqamqu+q6+QiuXIiIiHUj2v717s6fQpun//cRXHqOsrAyTycTMmTPZsmWLW31paSkxMTGkpaXh7+/vsY1DY2MjhYWFLF261FlWUVFBWFgYy5YtY/To0W2et/zwww8BGDduHAB2u52LFy/Ss2dPxo8fz/jx4936WCwWEhMTATAYDGzbto3evXu7tautrQVwBl6r1QrA8OHD3doaDAZ27txJSUkJEyZMaPNdfYnCpYiISAdyrvDszZ7C1yo7O5uAgIA2600mk7P+zJkz7Y514MABbDaby3nL6OhoYmNjrzoPxznHHj168OMf/5g9e/Zw8eJFQkNDeeKJJ3jiiSfw8/Nztj927BhVVVXExMQAEBAQwL333us2rs1mc57XHDVqFACVlZUA9OnTx629Y2X1au/qSxQuRURE5IZpL1heS/2VcnNziYyMJDg4+Ev3/+yzzwBYvHgxvXr14vnnn6dz58787ne/Y+3atVRXV7Nw4UJne4vFQmhoKEOGDGl33FWrVnHy5EliY2OdbRsaGoDLQfaLHFvqjY2N1zRvX6BwKSIiIj4pPz+fRx555Lr6Njc3A5fD3aZNm+jc+XIk+s53vkNKSgrZ2dlMnTqViIgI4HK4jI6OdlnNvFJrayurVq0iJyeHiIgIl616u93u8t8rOcocW+i3glvnTUREROS2cfz4cc6ePev8LNCX1b17d+Dy7XBHsATw9/dn6tSptLa2cuDAAQAuXLhAcXGxx88dweVVxyVLlvD+++8zYMAANmzY4HJxx7Fi2dTU5NbXUdarV6/reo+OSCuXIiIiHcidI++62VPwCRaLhZCQEIYOHXpd/R3nH0NDQ93qHGWO7ez8/HwAjEajW9uamhoWLVrEkSNHGDlyJKtXryYwMNClTd++fQGoqqpi8ODBLnVVVVUu87kVKFyKiIh0IN64kX07sFgsGI3GNrepr8ZgMPCb3/yGjz76yO1m+OnTp4F/hsK8vDxGjBjhtrp4/vx5UlNTKS8vJz4+HrPZ7PJdzCufBXD48GHnhSAHq9WKn5+fy3c6fZ22xUVERMSnNDQ0uPylnOvx4IMPEhgYyLZt25yfDoLLW9zbtm2jZ8+eREdHY7fbycvLc3tWS0sLL7zwAuXl5UydOpUVK1Z4DJYAkZGRREREkJOTw6effuosP336NHv37mX8+PEul5J8nVYuRURExKcUFBRgt9s9blNfqx49erB06VL+4z/+g+TkZKZNm0bnzp35/e9/z+nTp3nppZfo2bMnR44coaamxi1c7tmzh6KiIgIDAzEYDB7/HvmgQYOc2+CLFy9mwYIFpKSkkJSURHNzM1u3bqVr167Mnz//ut+jI1K4FBEREZ9isVgwGAxuZxu/rG9/+9ts3LiRzZs3s2XLFux2O4MHD+a1115zhkmLxUJ4eLjbWcmCggIA6uvrWb58ucfx586d6+w3ZswY1q1bx6ZNm1i/fj3du3cnKioKk8nkvJF+q/Crq6tzvxcvIiIiX4vq6mrCwsJu9jTEx3Xkf0c6cykiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl7T+WZPQERERG5PVquVuXPn8tOf/pRRo0a51dtsNpKTkxk8eDBms7nNcRITE3n44YeZN2+eW11mZia5ubnk5OS4lC9btow//vGP7c7v5ZdfZvLkyS5lJpOJsLAwli1bBsAHH3zAr3/9a44ePYrNZuPuu+/m3/7t30hKSqJTJ9c1vOLiYjZu3MiRI0ew2+2MHDmStLQ0BgwY0O48fI3CpYiIiNxwp06dYsmSJbS2tnqsb2lpwWw2U1payuDBg9scp7y8nIqKCsaOHetWt23bNrZv385dd93lVpeYmMiYMWPcyi9cuMBrr71Gjx49+Na3vuVSd/HiRYqKinj55ZcB2LVrF2azmYiICObMmUO3bt3461//ypo1aygtLeWll15y9j106BDz58/nrrvuIjk5mdbWVt577z1SUlL4xS9+wb333tvmO/oahUsRERG5ofbt20dGRgb19fUe68+dO4fZbKawsPCqY+Xm5hIUFITBYHCWNTU1sXbtWrZv395mvxEjRjBixAi38qVLl9LS0sKKFSvo27evS93+/ftpbW3FaDTS3NxMZmYm/fv355133qFbt24ATJ8+nfT0dHbs2MG0adOIjIzEbreTmZlJUFAQmzdvJigoCIC4uDhmzJhBVlYWWVlZV31XX6EzlyIiInLDLFy4kPT0dEJDQ4mPj3er37lzJ0lJSZSUlJCcnHzV8fLy8jAajc4t6GPHjjF16lS2b99OYmIi4eHh1zy3ffv28T//8z9MnjzZ40poXl4ew4YNIygoCKvVSkNDAwkJCc5g6TBp0iTg8molQElJCSdOnGDy5MnOYAnQv39/4uLiyM/Pp6am5prn2dFp5VJERKQD+c4fqm72FNr0P5OvPai1paysDJPJxMyZM9myZYtbfWlpKTExMaSlpeHv7++xjUNjYyOFhYUsXbrUWVZRUeE8Ezl69GimTJlyTfNqbm5m7dq1BAYG8qMf/chjG4vFQmJiIgAGg4Ft27bRu3dvt3a1tbUAzsBrtVoBGD58uFtbg8HAzp07KSkpYcKECdc0145O4VJERKQDOVD9+c2ewtcqOzubgICANutNJpOz/syZM+2OdeDAAWw2m8sqY3R0NLGxsV96Xr///e+pqKggLS2Nf/mXf3GrP3bsGFVVVcTExAAQEBDg8ZykzWYjOzsbwHlJqbKyEoA+ffq4tXesrF7tXX2JtsVFRETkhmkvWF5L/ZVyc3OJjIwkODj4uvo72O123nvvPXr16sW0adM8trFYLISGhjJkyJB2x1q1ahUnT54kNjbW2bahoQGAHj16uLV3bKk3NjZ+6Xl3VAqXIiIi4pPy8/OJjo7+yuPs37+fU6dOMXXqVHr16uWxjcViITo6Gj8/P4/1ra2trFy5kpycHCIiIly26u12u8t/r+Qo++Jni3zZrfMmIiIicts4fvw4Z8+e9Uq43LdvH/DPizhfdOHCBYqLiz1e8oHLq45Llizh/fffZ8CAAWzYsMHl4o5jxbKpqcmtr6OsrVDri3TmUkREpAMZHdblZk/BJ1gsFkJCQhg6dOhXGsdut/O3v/2NQYMGMXDgQI9t8vPzATAajW51NTU1LFq0iCNHjjBy5EhWr15NYGCgSxvHJ42qqqrcvtlZVXX5Apen85i+SuFSRESkA/HGjezbgcViwWg0trlNfa1OnTpFTU0NDz/8cJtt8vLyGDFihNvq4vnz50lNTaW8vJz4+HjMZjNdurj/jwPHNzgPHz7svBDkYLVa8fPzc/lOp6/TtriIiIj4lIaGBoqKiryyJf6Pf/wDoM0VULvdTl5entuzWlpaeOGFFygvL2fq1KmsWLHCY7AEiIyMJCIigpycHD799FNn+enTp9m7dy/jx493uZTk67RyKSIiIj6loKAAu93ucZv6yzp16hSAxz8RCXD06FFqamrcwuWePXsoKioiMDAQg8HA7t273foOGjTIuQ2+ePFiFixYQEpKCklJSTQ3N7N161a6du3K/Pnzv/J7dCQKlyIiIuJTLBYLBoPB7Wzj9fjkk08APH4M3fGs8PBwt7OSBQUFANTX17N8+XKPfefOnevsN2bMGNatW8emTZtYv3493bt3JyoqCpPJRERExFd+j47Er66uzv1evIiIiHwtqqurCQsLu9nTEB/Xkf8d6cyliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIjcFFarFaPRyMGDBz3W22w2Zs2axbJly9odJzExkY0bN3qsy8zMZMqUKR7r7HY727Zt4/HHHycmJoaHHnqIJUuWUFZW1uazTCYTZrPZ+fMHH3zAvHnziI2NZdy4ccyYMYPs7GxaW1vd+hYXF5OWlkZcXBwTJ07kueee48SJE+2+my9SuBQREZEb7tSpUyxZssRjCANoaWnBbDZTWlra7jjl5eVUVFQwduxYt7pt27axffv2NvtmZWXxX//1X/To0YMFCxbw2GOPceDAAX74wx9SXl7u1v7ixYsUFRURHR0NwK5du1i8eDG1tbXMmTOH+fPnExwczJo1a8jIyHDpe+jQIVJTU6msrCQ5OZnZs2dTUlJCSkpKu2HWF3W+2RMQERGR28u+ffvIyMigvr7eY/25c+cwm80UFhZedazc3FyCgoIwGAzOsqamJtauXdtusKytrSU7O5tBgwaxadMmOne+HIkeeOABnn76aX7+85/z4x//2KXP/v37aW1txWg00tzcTGZmJv379+edd96hW7duAEyfPp309HR27NjBtGnTiIyMxG63k5mZSVBQEJs3byYoKAiAuLg4ZsyYQVZWFllZWVd9V1+hlUsRERG5YRYuXEh6ejqhoaHEx8e71e/cuZOkpCRKSkpITk6+6nh5eXkYjUY6dbocaY4dO8bUqVPZvn07iYmJhIeHe+x3+vRpZ1B0BEuAb33rWwQGBnL06FGPzxo2bBhBQUFYrVYaGhpISEhwBkuHSZMmAZdXKwFKSko4ceIEkydPdgZLgP79+xMXF0d+fj41NTVXfVdfoZVLERGRDqT7ctPNnkKbGl9+4yuPUVZWhslkYubMmWzZssWtvrS0lJiYGNLS0vD39/fYxjmfxkYKCwtZunSps6yiooKwsDCWLVvG6NGj2zxv2b9/fzp37ux25rG2tpYLFy5w3333ufWxWCwkJiYCYDAY2LZtG71793ZrV1tbC+AMvFarFYDhw4e7tTUYDOzcuZOSkhImTJjQ5rv6EoVLERGRDsT/eMnNnsLXKjs7m4CAgDbrTSaTs/7MmTPtjnXgwAFsNpvLecvo6GhiY2OvOo+QkBBMJhPr169n48aNJCQk8Omnn5KVlUWnTp2YM2eOS/tjx45RVVVFTEwMAAEBAdx7771u49psNrKzswEYNWoUAJWVlQD06dPHrb1jZfVq7+pLFC5FRETkhmkvWF5L/ZVyc3OJjIwkODj4uvo//PDDFBcXs3nzZjZv3gyAv78/K1asYPTo0S5tLRYLoaGhDBkypN0xV61axcmTJ4mNjXW2bWhoAKBHjx5u7R1b6o2Njdc8745O4VJERER8Un5+Po888sh19T1//jw//OEPqaqqIjExEaPRyKeffsq2bdt46aWXuHTpEgkJCc72FouF6Oho/Pz8PI7X2trKqlWryMnJISIiwmWr3m63u/z3So4yxxb6rUDhUkRERHzO8ePHOXv2rPOzQF9WdnY2586d40c/+hE/+MEPnOWTJk1i9uzZrFq1irFjxxISEsKFCxcoLi4mKSnJ41iNjY289NJL/O///i8DBgxg/fr1Lhd3HCuWTU1Nbn0dZb169bqu9+iIFC5FREQ6kJaBkTd7Cj7BYrEQEhLC0KFDr6v/sWPHAPj+97/vUt61a1cmTZrET3/6U/7v//6PBx98kPz8fACMRqPbODU1NSxatIgjR44wcuRIVq9eTWBgoEubvn37AlBVVcXgwYNd6qqqqgDP5zF9lcKliIhIB+KNG9m3A4vFgtFobHOb+mocZzNbWlrc6hwfdndsWefl5TFixAi31cXz58+TmppKeXk58fHxmM1munTp4jae4xuchw8fdl4IcrBarfj5+bl8p9PX3Tob/CIiInJbaGhocPlLOdfDEfK2bt3qUn7x4kX+8Ic/0LVrV775zW9it9vJy8tze1ZLSwsvvPAC5eXlTJ06lRUrVngMlgCRkZFERESQk5PDp59+6iw/ffo0e/fuZfz48S6XknydVi5FRETEpxQUFGC32z1uU1+r733ve/zP//wPb7/9NuXl5YwdO5b6+npycnKoqKggPT2d4OBgjhw5Qk1NjVu43LNnD0VFRQQGBmIwGNi9e7fbMwYNGuTcBl+8eDELFiwgJSWFpKQkmpub2bp1K127dmX+/PnX/R4dkcKliIiI+BSLxYLBYHA72/hldO7cmddee41f/epX7Nq1C4vFQkBAAEOHDmXJkiXOb2daLBbCw8PdzkoWFBQAUF9fz/Llyz0+Y+7cuc5+Y8aMYd26dWzatIn169fTvXt3oqKiMJlMREREXPd7dER+dXV17vfiRURE5GtRXV1NWFjYzZ6G+LiO/O9IZy5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVEROSmsFqtGI1GDh486LHeZrMxa9Ysli1b1u44iYmJbNy40WNdZmYmU6ZM8VjX0tLCr371K5KSkhg3bhxTpkzh9ddf59NPP23zWSaTCbPZ7Pz5gw8+YN68ecTGxjJu3DhmzJhBdnY2ra2tbn2Li4tJS0sjLi6OiRMn8txzz3HixIl2380XKVyKiIjIDXfq1CmWLFniMYTB5eBnNpspLS1td5zy8nIqKioYO3asW922bdvYvn17m33NZjNr166le/fumEwmvve975GTk8PcuXP55JNP3NpfvHiRoqIioqOjAdi1axeLFy+mtraWOXPmMH/+fIKDg1mzZg0ZGRkufQ8dOkRqaiqVlZUkJycze/ZsSkpKSElJoaysrN139DWdb/YERERE5Payb98+MjIyqK+v91h/7tw5zGYzhYWFVx0rNzeXoKAgDAaDs6ypqYm1a9e2Gyz//ve/8+c//5mRI0eyfv16unTpAsDEiRP5wQ9+wPr163nppZdc+uzfv5/W1laMRiPNzc1kZmbSv39/3nnnHbp16wbA9OnTSU9PZ8eOHUybNo3IyEjsdjuZmZkEBQWxefNmgoKCAIiLi2PGjBlkZWWRlZV11Xf1FVq5FBERkRtm4cKFpKenExoaSnx8vFv9zp07SUpKoqSkhOTk5KuOl5eXh9FopFOny5Hm2LFjTJ06le3bt5OYmEh4eLjHfvv27QMgNTXVGSwBBg8ezLhx49i9ezcXL150e9awYcMICgrCarXS0NBAQkKCM1g6TJo0Cbi8WglQUlLCiRMnmDx5sjNYAvTv35+4uDjy8/Opqam56rv6Cq1cioiIdCCNHz57s6fQpu4PZH3lMcrKyjCZTMycOZMtW7a41ZeWlhITE0NaWhr+/v4e2zg0NjZSWFjI0qVLnWUVFRWEhYWxbNkyRo8e3eZ5y6qqKuBymPyiu+++m88//5yPPvqIESNGOMstFguJiYkAGAwGtm3bRu/evd3619bWAjgDr9VqBWD48OFubQ0GAzt37qSkpIQJEya0+a6+ROFSRESkA2mtP3Kzp/C1ys7OJiAgoM16k8nkrD9z5ky7Yx04cACbzeZy3jI6OprY2NirzqN79+4ANDQ00LNnT5c6x4We6upqZ9mxY8eoqqoiJiYGgICAAO699163cW02G9nZ2QCMGjUKgMrKSgD69Onj1t6xsnq1d/Ul2hYXERGRG6a9YHkt9VfKzc0lMjKS4ODgL90/KioKgD/96U8u5RcvXsRisQBw6dIlZ7nFYiE0NJQhQ4a0O+6qVas4efIksbGxzrYNDQ0A9OjRw629Y0u9sbHxmubtC7RyKSIiIj4pPz+fRx555Lr6Tpkyhffee4+NGzfi5+fHgw8+yCeffMIbb7yBzWYDoHPnf8Yki8VCdHQ0fn5+HsdrbW1l1apV5OTkEBER4bJVb7fbXf57JUeZYwv9VnDrvImIiIjcNo4fP87Zs2ednwX6snr16sVPf/pTBg4cyNq1a5k2bRpPPfUUffr04emnnwYgMDAQgAsXLlBcXOzxc0dwedVxyZIlvP/++wwYMIANGza4XNxxrFg2NTW59XWU9erV67reoyPSyqWIiEgH0inw/ps9BZ9gsVgICQlh6NCh1z3GPffcwy9/+UvKy8v55JNPuPvuuwkNDWXTpk3A5Ys9cHmFFMBoNLqNUVNTw6JFizhy5AgjR45k9erVzlDq0LdvX+DyJaIvXiByXCzydB7TVylcioiIdCDeuJF9O7BYLBiNxja3qa+mvLycwsJCxo0bR0REBBERES5j9+nTh379+gGXP0E0YsQIt9XF8+fPk5qaSnl5OfHx8ZjNZpfPGjk4vsF5+PBh54UgB6vVip+fn8t3On2dtsVFRETEpzQ0NLj8pZzrUV1dzauvvspvf/tbl/Jdu3ZRUlLCE088AVw+E5mXl+f2rJaWFl544QXKy8uZOnUqK1as8BgsASIjI4mIiCAnJ8flT0uePn2avXv3Mn78eJdLSb5OK5ciIiLiUwoKCrDb7R63qa/VyJEjGTVqFFu2bKG+vp7BgwdTWlrK7373O/71X/+VadOmAXD06FFqamrcwuWePXsoKioiMDAQg8HA7t273Z4xaNAg5zb44sWLWbBgASkpKSQlJdHc3MzWrVvp2rUr8+fPv+736IgULkVERMSnWCwWDAaD29nGL8Pf35/Vq1ezefNm9u3bx+9//3vuuusunn76aWbMmOFchbRYLISHh7udlSwoKACgvr6e5cuXe3zG3Llznf3GjBnDunXr2LRpE+vXr6d79+5ERUVhMplctuRvBX51dXXu9+JFRETka1FdXU1YWNjNnob4uI7870hnLkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURE5KawWq0YjUYOHjzosd5mszFr1iyWLVvW7jiJiYls3LjR+fOOHTuYPXs248ePZ/z48SQnJ7N7926Pff/2t7+RkpLCt7/9bb7zne/w8ssvU1lZ2eazTCYTZrPZ+fMHH3zAvHnziI2NZdy4ccyYMYPs7GxaW1vd+hYXF5OWlkZcXBwTJ07kueee48SJE+2+my9SuBQREZEb7tSpUyxZssRjCANoaWnBbDZTWlra7jjl5eVUVFQwduxYADZv3syKFSvo1KkTqampPP3007S0tPDyyy/z5ptvuvTdvXs3zz//PDabjXnz5pGUlOQMm7W1tW7PunjxIkVFRURHRwOwa9cuFi9eTG1tLXPmzGH+/PkEBwezZs0aMjIyXPoeOnSI1NRUKisrSU5OZvbs2ZSUlJCSkkJZWdm1/tp8QuebPQERERG5vezbt4+MjAzq6+s91p87dw6z2UxhYeFVx8rNzSUoKAiDwUBlZSVvvvkmUVFR/OxnP8Pf3x+A6dOn8+STT/LWW28xZcoUwsLCaGxs5Cc/+QmDBg1i06ZNdO3aFQCj0ciTTz7Jz3/+c9LT012etX//flpbWzEajTQ3N5OZmUn//v1555136Natm/NZ6enp7Nixg2nTphEZGYndbiczM5OgoCA2b95MUFAQAHFxccyYMYOsrCyysrKu99fZ4ShcioiIdCCb/rj8Zk+hTU8lvPyVx1i4cCG5ubl84xvfwGg08uc//9mlfufOnaxcuRKA5ORktmzZ0u54eXl5GI1GOnXqxIcffkhLSwuJiYnOYAnQuXNn4uPjOXz4MMXFxcTFxfH3v/+duro6TCaTM1gCjBgxgm9+85vs3r2bRYsW0aVLF5dnDRs2jKCgIA4dOkRDQwOzZs1yBkuHSZMmsW/fPg4dOkRkZCQlJSWcOHGC5ORkZ7AE6N+/P3FxcezevZuamhruuOOOL/377IgULkVERDqQj6uP3+wpfK3KysowmUzMnDnTY3AsLS0lJiaGtLQ0/P392w2XjY2NFBYWsnTpUgAmTpzI/fffT3h4uFtbxzZ3p06XTwRarVYADAaDW9thw4ZRWFhIWVkZgwcPdpZbLBYSExOd/bZt20bv3r2v+VnDhw93a2swGNi5cyclJSVMmDChzXf1JQqXIiIicsNkZ2cTEBDQZr3JZHLWnzlzpt2xDhw4gM1mc5637N69OwMHDnRr99lnn5GTk0Pnzp2JiooCoKqqCoA777zTrX2fPn2cz3eEy2PHjlFVVUVMTAwAAQEB3HvvvW59bTYb2dnZAIwaNQrAeUHIMe6VHEH4au/qS3ShR0RERG6Y9oLltdRfKTc3l8jISIKDg9tsY7PZeOmll6irqyMpKYmQkBAALly4AFwOpF/k2CZvbGx0llksFkJDQxkyZEi7c1q1ahUnT54kNjbW2bahoQGAHj16uLV3bKlf+Sxfp3ApIiIiPik/P995c9uTS5cukZ6ejsViISoqirS0NLc2dru9zf5Xntu0WCxER0fj5+fnsW1raysrV64kJyeHiIgI51b9lc/w9CxHmWML/VagbXEREZEO5O4w921dcXf8+HHOnj3bZrisra3l+eefx2q18q1vfYs1a9a4rIo6VhGbmpro1auXS9+mpiYAZ/mFCxcoLi4mKSnJ47MaGxt56aWX+N///V8GDBjA+vXrXS7uXPmsL/ris24FCpciIiIdiDduZN8OLBYLISEhDB061K2uvLycZ599loqKCuLi4njllVdcboQD9O3bF7h89vKLwc5xHtNxHjI/Px+4/JmiL6qpqWHRokUcOXKEkSNHsnr1agIDA9t81pUXhK58lqfzmL7q1lmDFRERkduGxWLBaDS6bVOXl5czb948KioqmDVrFq+++qpbsITLN8IBDh8+7FZntVrp1asX3/jGN4DLnyAaMWKEWwg9f/48qampHDlyhPj4eNavX+8WLOGfN9Lbepafn5/HW+u+SuFSREREfEpDQ4PLX8pxuHjxIosWLaK2tpa0tDSeeeaZNs9Ijhs3jsDAQN577z0uXbrkLC8uLqaoqIiEhAQ6deqE3W4nLy/P7VktLS288MILlJeXM3XqVFasWOHyTcwrRUZGEhERQU5ODp9++qmz/PTp0+zdu5fx48e3eynJ12hbXERERHxKQUEBdrvdbZt627ZtfPzxx/Tr14/w8HB27drl1nfEiBH069ePbt268eyzz7J8+XKeeuopvv/971NbW8uvf/1r7rrrLubMmQPA0aNHqampcQuXe/bsoaioiMDAQAwGg8e/XT5o0CDnNvjixYtZsGABKSkpJCUl0dzczNatW+natSvz58/31q+mQ1C4FBEREZ9isVgwGAxuW9D79+8HoKKiArPZ7LHvyy+/TL9+/QCYPHky3bt355e//CWvvfYavXv3ZsKECZhMJucniywWC+Hh4W5nJQsKCgCor69n+XLPf1Vp7ty5zn5jxoxh3bp1bNq0ifXr19O9e3eioqIwmUxERERc52+iY/Krq6tr+w6+iIiIeFV1dTVhYWE3exri4zryvyOduRQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQREZGbwmq1YjQaOXjwoMd6m83GrFmzWLZsWbvjJCYmsnHjRufPO3bsYPbs2YwfP57x48eTnJzM7t27rzqfhQsX8vTTT7fbxmQyYTabnT9/8MEHzJs3j9jYWMaNG8eMGTPIzs6mtbXVrW9xcTFpaWnExcUxceJEnnvuOU6cOHHVefkahUsRERG54U6dOsWSJUs8hjCAlpYWzGYzpaWl7Y5TXl5ORUUFY8eOBWDz5s2sWLGCTp06kZqaytNPP01LSwsvv/wyb775ZpvjrF27ltzc3HafdfHiRYqKioiOjgZg165dLF68mNraWubMmcP8+fMJDg5mzZo1ZGRkuPQ9dOgQqampVFZWkpyczOzZsykpKSElJYWysrJ2n+trOt/sCYiIiMjtZd++fWRkZFBfX++x/ty5c5jNZgoLC686Vm5uLkFBQRgMBiorK3nzzTeJioriZz/7Gf7+/gBMnz6dJ598krfeeospU6YQFhbm7F9XV8fKlSvZt2/fVZ+1f/9+WltbMRqNNDc3k5mZSf/+/XnnnXfo1q2b81np6ens2LGDadOmERkZid1uJzMzk6CgIDZv3kxQUBAAcXFxzJgxg6ysLLKysq76fF+hlUsRERG5YRYuXEh6ejqhoaHEx8e71e/cuZOkpCRKSkpITk6+6nh5eXkYjUY6derEhx9+SEtLC4mJic5gCdC5c2fi4+Ox2WwUFxc7y/fv38/UqVP53//9X5588slretawYcMICgrCarXS0NBAQkKCM1g6TJo0Cbi8WglQUlLCiRMnmDx5sjNYAvTv35+4uDjy8/Opqam56vN9hVYuRUREOpCcnJybPYU2TZky5SuPUVZWhslkYubMmWzZssWtvrS0lJiYGNLS0vD39/fYxqGxsZHCwkKWLl0KwMSJE7n//vsJDw93a1tbWwtAp07/XFc7efIkkZGR/OhHP+L+++/n5z//ebtzt1gsJCYmAmAwGNi2bRu9e/e+6rOsVisAw4cPd2trMBjYuXMnJSUlTJgwod3n+wqFSxERkQ6kqqrqZk/ha5WdnU1AQECb9SaTyVl/5syZdsc6cOAANpvNed6ye/fuDBw40K3dZ599Rk5ODp07dyYqKspZPnXqVB5//PFrmvexY8eoqqoiJiYGgICAAO699163djabjezsbABGjRoFQGVlJQB9+vRxa+8Iwld7V1+ibXERERG5YdoLltdSf6Xc3FwiIyMJDg5us43NZuOll16irq6OpKQkQkJCrutZFouF0NBQhgwZ0m67VatWcfLkSWJjY51tGxoaAOjRo4dbe8eWemNj4zXPpaNTuBQRERGflJ+f77y57cmlS5dIT0/HYrEQFRVFWlradT/LYrEQHR2Nn5+fx/rW1lZWrlxJTk4OERERzq16ALvd7vLfKznKrtyu93W3zpuIiIjIbeP48eOcPXu2zXBZW1tLamoqf/vb3/jWt75FVlbWl1qpvNKFCxcoLi52br9/UWNjI0uWLOH9999nwIABbNiwweXijmPFsqmpya2vo6xXr17XNbeOSGcuRUREOhBPl1HEncViISQkhKFDh7rVlZeX8+yzz1JRUUFcXByvvPIKXbt2ve5n5efnA2A0Gt3qampqWLRoEUeOHGHkyJGsXr2awMBAlzZ9+/YFLp+nHTx4sEud44ytp/OYvkrhUkREpAPxxo3s24HFYsFoNLptU5eXlzNv3jxqa2uZNWsW8+fPb3Mr+1rl5eUxYsQIt9XF8+fPk5qaSnl5OfHx8ZjNZrp06eLW32AwAHD48GHnhSAHq9WKn5+fs82tQNviIiIi4lMaGhpc/lKOw8WLF1m0aBG1tbWkpaXxzDPPfOVgabfbycvLc3tWS0sLL7zwAuXl5UydOpUVK1Z4DJYAkZGRREREkJOTw6effuosP336NHv37mX8+PHtXkryNVq5FBEREZ9SUFCA3W5326betm0bH3/8Mf369SM8PJxdu3a59R0xYgT9+vW75mcdPXqUmpoat3C5Z88eioqKCAwMxGAwePzb5YMGDXJugy9evJgFCxaQkpJCUlISzc3NbN26la5duzJ//vxrno8vULgUERERn2KxWDAYDG5nG/fv3w9ARUUFZrPZY9+XX375S4VLi8VCeHi421nJgoICAOrr61m+fLnHvnPnznX2GzNmDOvWrWPTpk2sX7+e7t27ExUVhclkIiIi4prn4wv86urq3O/Fi4iIyNeiurra5W9bi1yPjvzvSGcuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRETkprBarRiNRg4ePOix3mazMWvWLJYtW9buOImJiWzcuNH5844dO5g9ezbjx49n/PjxJCcns3v3bo/jv/vuu8yYMYNx48YRGxvL008/TV5eXpvPMplMmM1m588ffPAB8+bNIzY2lnHjxjFjxgyys7NpbW1161tcXExaWhpxcXFMnDiR5557jhMnTrT7br5I4VJERERuuFOnTrFkyRKPIQygpaUFs9lMaWlpu+OUl5dTUVHB2LFjAdi8eTMrVqygU6dOpKam8vTTT9PS0sLLL7/Mm2++6dL3P//zP3n99de54447eOaZZ5gzZw5VVVU8++yz/OEPf3B71sWLFykqKiI6OhqAXbt2sXjxYmpra5kzZw7z588nODiYNWvWkJGR4dL30KFDpKamUllZSXJyMrNnz6akpISUlBTKysqu9dfmEzrf7AmIiIjI7WXfvn1kZGRQX1/vsf7cuXOYzWYKCwuvOlZubi5BQUEYDAYqKyt58803iYqK4mc/+xn+/v4ATJ8+nSeffJK33nqLKVOmEBYWRnFxMb///e+Jj4/nxz/+sXO8adOm8cQTT5CVlcV3v/tdunTp4qzbv38/ra2tGI1GmpubyczMpH///rzzzjt069bN+az09HR27NjBtGnTiIyMxG63k5mZSVBQEJs3byYoKAiAuLg4ZsyYQVZWFllZWdf76+xwtHIpIiIiN8zChQtJT08nNDSU+Ph4t/qdO3eSlJRESUkJycnJVx0vLy8Po9FIp06d+PDDD2lpaSExMdEZLAE6d+5MfHw8NpuN4uJiAAoKCoDLYfJKvXr14sEHH6S+vp5jx465PWvYsGEEBQVhtVppaGggISHBGSwdJk2aBFxerQQoKSnhxIkTTJ482RksAfr3709cXBz5+fnU1NRc9V19hVYuRUREOpDsf3v3Zk+hTdP/+4mvPEZZWRkmk4mZM2eyZcsWt/rS0lJiYmJIS0vD39/fYxuHxsZGCgsLWbp0KQATJ07k/vvvJzw83K1tbW0tAJ06XV5Xe/zxx5kwYQIRERFttr0yoAJYLBYSExMBMBgMbNu2jd69e1/1WVarFYDhw4e7tTUYDOzcuZOSkhImTJjQ5rv6EoVLERGRDuRc4dmbPYWvVXZ2NgEBAW3Wm0wmZ/2ZM2faHevAgQPYbDbnecvu3bszcOBAt3afffYZOTk5dO7cmaioKODyCuV9993n1raiooK//vWvBAUFuYx17NgxqqqqiImJASAgIIB7773Xrb/NZiM7OxuAUaNGAVBZWQlAnz593No7gvDV3tWXaFtcREREbpj2guW11F8pNzeXyMhIgoOD22xjs9l46aWXqKurIykpiZCQkDbbXrhwgRdffJHm5mbmzp1L587/XIOzWCyEhoYyZMiQdue0atUqTp48SWxsrLNtQ0MDAD169HBr79hSb2xsbHdcX6JwKSIiIj4pPz/feXPbk0uXLpGeno7FYiEqKoq0tLQ223766ac888wzHDlyhIceeojHHnvMpd5isRAdHY2fn5/H/q2traxcuZKcnBwiIiKcW/UAdrvd5b9XcpQ5ttBvBbfOm4iIiMht4/jx45w9e7bNcFlbW0tqaip/+9vf+Na3vkVWVlabq6Iff/wxKSkpWK1WvvOd77B8+XKXEHnhwgWKi4ud2+9f1NjYyJIlS3j//fcZMGAAGzZscLm441ixbGpqcuvrKOvVq9e1vbgP0JlLERGRDuTOkXfd7Cn4BIvFQkhICEOHDnWrKy8v59lnn6WiooK4uDheeeUVunbt6nGc4uJinn/+eerq6nj88cd59tln3VYR8/PzATAajW79a2pqWLRoEUeOHGHkyJGsXr2awMBAlzZ9+/YFoKqqisGDB7vUVVVVAZ7PY/oqhUsREZEOxBs3sm8HFosFo9Hotk1dXl7OvHnzqK2tZdasWcyfP7/NreyioiKeeeYZLl26xKJFi3j88cc9tsvLy2PEiBFuq4vnz58nNTWV8vJy4uPjMZvNLt/FdDAYDAAcPnzYeSHIwWq14ufn52xzK9C2uIiIiPiUhoYGl7+U43Dx4kUWLVpEbW0taWlpPPPMM20Gy+rqahYvXkxTUxOvvPJKm8HSbreTl5fn9qyWlhZeeOEFysvLmTp1KitWrPAYLAEiIyOJiIggJyeHTz/91Fl++vRp9u7dy/jx49u9lORrtHIpIiIiPqWgoAC73e62Tb1t2zY+/vhj+vXrR3h4OLt27XLrO2LECPr168ebb75JXV0dBoMBu93use2YMWOorq6mpqbGLVzu2bOHoqIiAgMDMRgMHv92+aBBg5zb4IsXL2bBggWkpKSQlJREc3MzW7dupWvXrsyfP/+r/Do6HIVLERER8SkWiwWDweB2tnH//v3A5W9Vms1mj31ffvll+vXr52xrtVqdHzn/og0bNlBUVER4eLjbWUnHX/ipr69n+fLlHvvPnTvX2W/MmDGsW7eOTZs2sX79erp3705UVBQmk8njh9x9mV9dXZ37vXgRERH5WlRXVxMWFnazpyE+riP/O9KZSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLERERuSmsVitGo5GDBw96rLfZbMyaNYtly5a1O05iYiIbN250/rxjxw5mz57N+PHjGT9+PMnJyezevdutX2trKzk5OcyaNYsHH3yQ733ve6xcuZLa2to2n2UymTCbzc6fP/jgA+bNm0dsbCzjxo1jxowZZGdn09ra6ta3uLiYtLQ04uLimDhxIs899xwnTpxo9918kcKliIiI3HCnTp1iyZIlHkMYQEtLC2azmdLS0nbHKS8vp6KigrFjxwKwefNmVqxYQadOnUhNTeXpp5+mpaWFl19+mTfffNOl7xtvvEFGRgYhISHMnz+fhIQEdu3aRXJyMnV1dW7PunjxIkVFRURHRwOwa9cuFi9eTG1tLXPmzGH+/PkEBwezZs0aMjIyXPoeOnSI1NRUKisrSU5OZvbs2ZSUlJCSkkJZWdk1/tZ8Q+ebPQERERG5vezbt4+MjAzq6/9/9u49ruo60ff/C0EQNWBDoglF46WMCPPGIIgyUhzdWA6hGerekpoGbLw1auZWKkcb8TihlqYjjdaU4a6Njo1W24eOddZC8MIPzoJBzQsmGohIhNzk8vuDB+u0WgttZlYK+n4+HvvR9vu5rrX5470/l++qtFn+7bffkpycTE5Ozk37MhgMuLu7ExAQQElJCVu3bmXgwIG88847ODo6AjBp0iReeOEF3n33XcaPH0+PHj0oLi7mvffeIyQkhNTUVHN//v7+LF68mB07dhAfH28xVlZWFk1NTQQHB1NfX09KSgq+vr68//77dOnSxTzW4sWL2bNnDzExMfj7+9Pc3ExKSgru7u6kpaXh7u4OQEREBLGxsaSmplrMoaPTyqWIiIjcMvPnz2fx4sV4eXkRGRlpVb53714mTpxIQUEBcXFxN+0vMzOT4OBgOnXqxNGjR2lsbCQ6OtocLAGcnJyIjIykoaGBvLw8AC5evEhAQAATJ0606O+Xv/wlACdOnLA51qOPPoq7uzsmk4lr164RFRVlDpatxo4dC7SsVgIUFBRw5swZxo0bZw6WAL6+vkRERHD48GHKyspu+lk7Cq1cioiItCNPflp6u6fQpv8Z5/1P93Hu3DkSEhKYPHky27Ztsyo/efIkoaGhJCYm4ujoaLNOq5qaGnJycli6dCkAo0ePZsCAAXh7W8+z9Rxlp04t62rDhg1j2LBhVvUKCwsBuO+++6zKjEYj0dHRAAQEBLBz507uueeem45lMpkAeOyxx6zqBgQEsHfvXgoKChg5cmSbn7UjUbgUERFpR45cvn67p/CzSk9Px9nZuc3yhIQEc/nFixdv2NeRI0doaGgwn7d0dXWlb9++VvW+//57du/ejZOTEwMHDrQqb2pq4ttvvyU3N5e33noLd3d3pkyZYlHn1KlTlJaWEhoaCoCzszMPPvigVV8NDQ2kp6cDMGTIEABKSkoA6Nmzp1X91iB8s8/akShcioiIyC1zo2D5U8p/yGAw4O/vj4eHR5t1GhoaWLZsGRUVFcTGxuLp6WlV5/Tp0+Yw6ejoyNKlS/H19bWoYzQa8fLy4uGHH77hnFavXs3Zs2cJDw8317127RoAXbt2tarfuqVeU1Nzw347EoVLERER6ZAOHz7MU0891WZ5XV0dr7zyCkajkYEDB5KYmGiznpubG6tWraKuro5du3bx+uuvc/78eRISEsx1jEYjISEhODg42OyjqamJ1atXs3v3bvz8/Mxb9QDNzc0W//2h1metW+h3gjvnk4iIiMhd4/Tp01y6dMn8WqAfKy8vJz4+nq+++orBgweTmpra5qpoz549eeKJJ4iKiuKdd97h0Ucf5b333qO4uBiAqqoq8vLyzNvvP1ZTU8OiRYvIyMigT58+bNq0yeLiTuuKZW1trVXb1mfdu3f/6R++ndPKpYiISDsyrEfn2z2FDsFoNOLp6ckjjzxiVVZUVMS8efMoLi4mIiKCV199FRcXl5/Ur6OjI0888QT5+fmcOHECHx8fDh8+DEBwcLBV/bKyMhYsWEBhYSGDBg1izZo1uLm5WdTp3bs3AKWlpfTv39+irLS05QKXrfOYHZXCpYiISDtijxvZdwOj0UhwcLDVNnVRURGzZ8+mvLycqVOnkpSUZHMrOy0tjZ07d7JhwwYeeughi7Lq6moAcyDNzMwkMDDQanXxypUrxMfHU1RURGRkJMnJyXTubP3/HAQEBACQn59vvhDUymQy4eDgYK5zJ9C2uIiIiHQo165ds/ilnFbV1dUsWLCA8vJyEhMTmTNnTptnJP38/Lh69Srvv/++xfOKigp27dqFm5sbgwYNorm5mczMTKuxGhsbefnllykqKuKZZ55hxYoVNoMltLyY3c/Pj927d/Pdd9+Zn1+4cIEDBw4QFhZ2w0tJHY1WLkVERKRDyc7Oprm52WqbeufOnXzzzTf4+Pjg7e3Nvn37rNoGBgbi4+NDREQEI0aM4PPPP6eqqorQ0FAqKir47//+b65evcqqVavo2rUrhYWFlJWVWYXL/fv3k5ubi5ubGwEBATZ/u7xfv37mbfCFCxcyd+5cZsyYwcSJE6mvr2fHjh24uLiQlJRkx2/n9lO4FBERkQ7FaDQSEBBgdbYxKysLgOLiYpKTk222Xb58OT4+Pjg4OJCSksIHH3zAp59+yu9//3u6du3KwIEDmTFjBv7+/uaxvL29rc5KZmdnA1BZWcnrr79uc6yZM2ea2wUFBbFhwwa2bNnCW2+9haurKwMHDiQhIQE/P79//MtohxwqKiqs78WLiIjIz+Ly5cv06NHjdk9DOrj2/HekM5ciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiJyW5hMJoKDgzl27JjN8oaGBqZOncprr712w36io6PZvHmz+d979uxh2rRphIWFERYWRlxcHJ999tlN55OZmckvf/lLtmzZ0madhIQEkpOTzf8+dOgQs2fPJjw8nBEjRhAbG0t6ejpNTU1WbfPy8khMTCQiIoLRo0fz0ksvcebMmZvOq6NRuBQREZFb7vz58yxatMhmCANobGwkOTmZkydP3rCfoqIiiouLGT58OABpaWmsWLGCTp06ER8fz4svvkhjYyPLly9n69atbfZTUVHB66+/TnNzc5t1qquryc3NJSQkBIB9+/axcOFCysvLef7550lKSsLDw4O1a9eycuVKi7bHjx8nPj6ekpIS4uLimDZtGgUFBcyYMYNz587d8DN2NE63ewIiIiJydzl48CArV66ksrLSZvm3335LcnIyOTk5N+3LYDDg7u5OQEAAJSUlbN26lYEDB/LOO+/g6OgIwKRJk3jhhRd49913GT9+PD169LDq57e//S3ff//9DcfKysqiqamJ4OBg6uvrSUlJwdfXl/fff58uXbqYx1q8eDF79uwhJiYGf39/mpubSUlJwd3dnbS0NNzd3QGIiIggNjaW1NRUUlNTb/pZOwqtXIqIiMgtM3/+fBYvXoyXlxeRkZFW5Xv37mXixIkUFBQQFxd30/4yMzMJDg6mU6dOHD16lMbGRqKjo83BEsDJyYnIyEgaGhrIy8uz6uOTTz7BYDDwwgsv3HSsRx99FHd3d0wmE9euXSMqKsocLFuNHTsWaFmtBCgoKODMmTOMGzfOHCwBfH19iYiI4PDhw5SVld30s3YUWrkUERFpR1xfT7jdU2hTzfKN/3Qf586dIyEhgcmTJ7Nt2zar8pMnTxIaGkpiYiKOjo4265jnU1NDTk4OS5cuBWD06NEMGDAAb29vq7rl5eUAdOpkua5WVFTEunXreP755wkICLjh3I1GI9HR0QAEBASwc+dO7rnnnpuOZTKZAHjssces6gYEBLB3714KCgoYOXLkDcfvKBQuRURE2hHH0wW3ewo/q/T0dJydndssT0hIMJdfvHjxhn0dOXKEhoYG83lLV1dX+vbta1Xv+++/Z/fu3Tg5OTFw4EDz84aGBpYtW0afPn2YPn06ubm5bY516tQpSktLCQ0NBcDZ2ZkHH3zQql5DQwPp6ekADBkyBICSkhIAevbsaVW/NQjf7LN2JAqXIiIicsvcKFj+lPIfMhgM+Pv74+Hh0Wad1gBZUVFBbGwsnp6e5rJNmzZx7tw53n//fZycbhyJjEYjXl5ePPzwwzest3r1as6ePUt4eLi57rVr1wDo2rWrVf3WLfWampob9tuR6MyliIiIdEiHDx8239y2pa6ujsWLF2M0Ghk4cCCJiYnmsmPHjvHBBx8wZ84c/Pz8bjqW0WgkJCQEBwcHm+VNTU288cYb7N69Gz8/P/NWPWC+gW7rJnrrsx9v13dkd84nERERkbvG6dOnuXTpUpvhsry8nPj4eL766isGDx5MamqqeVX0+++/59VXXyUwMJAnnniCiooKKioqqKqqAqC2tpaKigrq6+sBqKqqIi8vz7z9/mM1NTUsWrSIjIwM+vTpw6ZNmywu7rSuWNbW1lq1bX3WvXv3f/CbaH+0LS4iItKONPb1v91T6BCMRiOenp488sgjVmVFRUXMmzeP4uJiIiIiePXVV3FxcTGXnzx5kpKSEkpKSmzeWP/Tn/7En/70J5YvX864ceM4fPgwAMHBwVZ1y8rKWLBgAYWFhQwaNIg1a9bg5uZmUad3794AlJaW0r9/f4uy0tJSwPZ5zI5K4VJERKQdsceN7LuB0WgkODjYapu6qKiI2bNnU15eztSpU0lKSrKq079/f9566y2rPk+dOsW6desYO3YsUVFR9OnTB2h5BVFgYKDV6uKVK1eIj4+nqKiIyMhIkpOT6dy5s1W/rbfQ8/PzzReCWplMJhwcHG56U70jUbgUERGRDuXatWvk5uby6quvWjyvrq5mwYIFlJeXk5iYyLRp02y2d3NzIygoyOp567sxfXx8zOXNzc1kZmYyadIki7qNjY28/PLLFBUV8cwzz7B48eI2z2P6+/vj5+fH7t27mTRpknnL/MKFCxw4cICwsLAbXkrqaBQuRUREpEPJzs6mubnZapt6586dfPPNN/j4+ODt7c2+ffus2gYGBuLj4/OTxzpx4gRlZWVWZzv3799Pbm4ubm5uBAQE2Pzt8n79+pm3wRcuXMjcuXOZMWMGEydOpL6+nh07duDi4kJSUtJPnk9HoHApIiIiHYrRaCQgIMDqbGNWVhYAxcXFJCcn22y7fPnyvytcGo1GvL29rc5KZmdnA1BZWcnrr79us+3MmTPN7YKCgtiwYQNbtmzhrbfewtXVlYEDB5KQkPCTbqt3JA4VFRVt/0K7iIiI2NXly5dt/ra1yN+jPf8d6VVEIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3Trd7AiIiInJ3MplMzJw5k7fffpshQ4ZYlTc0NBAXF0f//v1JTk5us5/o6GjGjBnD7NmzAdizZw8ff/wxZ86cAaBv374899xzjBkzxqJdSUkJTz31lM0+77vvPnbv3m31PCEhgR49evDaa68BcOjQIT788ENOnDhBQ0MD999/P7/+9a+ZOHEinTpZruHl5eWxefNmCgsLaW5uZtCgQSQmJtKnT58bfEsdj8KliIiI3HLnz59n0aJFNDU12SxvbGwkOTmZkydP0r9//zb7KSoqori4mOHDhwOQlpbG5s2befTRR4mPj6e5uZnPPvuM5cuXc+HCBWbOnGlu+/XXXwMwefJkHn74YYt+XV1drcaqrq4mNzeX5cuXA7Bv3z6Sk5Px8/Pj+eefp0uXLvz1r39l7dq1nDx5kmXLlpnbHj9+nKSkJO677z7i4uJoamrio48+YsaMGfzxj3/kwQcf/GlfXAegcCkiIiK31MGDB1m5ciWVlZU2y7/99luSk5PJycm5aV8GgwF3d3cCAgIoKSlh69atDBw4kHfeeQdHR0cAJk2axAsvvMC7777L+PHj6dGjBwCnTp0CYPz48fziF7+46VhZWVk0NTURHBxMfX09KSkp+Pr68v7779OlSxfzWIsXL2bPnj3ExMTg7+9Pc3MzKSkpuLu7k5aWhru7OwARERHExsaSmppKamrqTcfvKHTmUkRERG6Z+fPns3jxYry8vIiMjLQq37t3LxMnTqSgoIC4uLib9peZmUlwcDCdOnXi6NGjNDY2Eh0dbQ6WAE5OTkRGRtLQ0EBeXp75+ddff03nzp25//77f9LcMzMzefTRR3F3d8dkMnHt2jWioqLMwbLV2LFjgZbVSoCCggLOnDnDuHHjzMESwNfXl4iICA4fPkxZWdlPmkNHoJVLERGRdqTm6LzbPYU2uQ5N/af7OHfuHAkJCUyePJlt27ZZlZ88eZLQ0FASExNxdHS0WadVTU0NOTk5LF26FIDRo0czYMAAvL29reqWl5cDWJyDPHXqFH5+fjg5OdHc3Extba3N7fBWRqOR6OhoAAICAti5cyf33HPPTccymUwAPPbYY1Z1AwIC2Lt3LwUFBYwcObLNsTsShUsREZF2pKmy8HZP4WeVnp6Os7Nzm+UJCQnm8osXL96wryNHjtDQ0GA+b+nq6krfvn2t6n3//ffs3r0bJycnBg4cCEBdXR3nz5+nf//+zJ8/n6NHj1JXV8d9993H1KlTmThxokUfp06dorS0lNDQUACcnZ1tnpNsaGggPT0dwHxJqaSkBICePXta1W8Nwjf7rB2JwqWIiIjcMjcKlj+l/IcMBgP+/v54eHi0WaehoYFly5ZRUVFBbGwsnp6eAJw5c4bGxkZOnTrFwIEDiY6O5urVq3zyySesWbOGS5cuMWfOHHM/RqMRLy8vq4s/P7Z69WrOnj1LeHi4ue61a9cA6Nq1q1X91i31mpqan/y52zuFSxEREemQDh8+3OarhKBldfKVV17BaDQycOBAEhMTzWVubm7Mnj0bf39/88onQFRUFNOnT+fDDz9k/Pjx+Pn5AS3hMiQkBAcHB5tjNTU1sXr1anbv3o2fn595qx6gubnZ4r8/1Prsx68t6sjunE8iIiIid43Tp09z6dIlQkJCbJaXl5cTHx/PV199xeDBg0lNTbVYFfXx8WHGjBkWwRJaLv9MmDCBpqYmsrKyAKiqqiIvL8+qbquamhoWLVpERkYGffr0YdOmTRYXd1pXLGtra63atj7r3r373/Hp2zetXIqIiLQjndwG3O4pdAhGoxFPT08eeeQRq7KioiLmzZtHcXExERERvPrqq7i4uPzkvlu3zqurq4GWFVKA4OBgq7plZWUsWLCAwsJCBg0axJo1a3Bzc7Oo07t3bwBKS0ut3tlZWloK2D6P2VEpXIqIiLQj9riRfTcwGo0EBwdbbVMXFRUxe/ZsysvLmTp1KklJSTa3sv/4xz/y5z//meXLlzNo0CCLsrNnzwItrwqCllcQBQYGWq0uXrlyhfj4eIqKioiMjCQ5OZnOnTtbjRUQEABAfn6++UJQK5PJhIODg7nOnUDb4iIiItKhXLt2jdzcXKst8erqahYsWEB5eTmJiYnMmTOnzTOSvr6+FBcX8+GHH1o8Ly8v58MPP8TDw4PQ0FCam5vJzMy0GquxsZGXX36ZoqIinnnmGVasWGEzWAL4+/vj5+fH7t27+e6778zPL1y4wIEDBwgLC7vhpaSORiuXIiIi0qFkZ2fT3NxstU29c+dOvvnmG3x8fPD29mbfvn1WbQMDA/Hx8eGJJ57g008/5dChQ/zHf/wH4eHhVFRU8N///d989913pKSk4OrqSmFhIWVlZVbhcv/+/eTm5uLm5kZAQACfffaZ1Vj9+vUzb4MvXLiQuXPnMmPGDCZOnEh9fT07duzAxcWFpKQkO347t5/CpYiIiHQoRqORgIAAq7ONrRdwiouLSU5Ottl2+fLl+Pj44ODgwNq1a/nTn/7E3r17+f3vf0/Xrl0JDAxk5syZ+Pv7m8fy9va2OiuZnZ0NQGVlJa+//rrNsWbOnGluFxQUxIYNG9iyZQtvvfUWrq6uDBw4kISEBPON9DuFQ0VFhfW9eBEREflZXL582fzb1iL/qPb8d6QzlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIicluYTCaCg4M5duyYzfKGhgamTp3Ka6+9dsN+oqOj2bx5s/nfe/bsYdq0aYSFhREWFkZcXByfffaZzbZFRUUsXbqUyMhIRo0axb//+7+3WRcgISGB5ORk878PHTrE7NmzCQ8PZ8SIEcTGxpKenk5TU5NV27y8PBITE4mIiGD06NG89NJLnDlz5oafrSNSuBQREZFb7vz58yxatMhmCANobGwkOTmZkydP3rCfoqIiiouLGT58OABpaWmsWLGCTp06ER8fz4svvkhjYyPLly9n69atFm1PnDjB888/z7Fjx5g0aRIJCQkALF++nPT0dKuxqquryc3NJSQkBIB9+/axcOFCysvLef7550lKSsLDw4O1a9eycuVKi7bHjx8nPj6ekpIS4uLimDZtGgUFBcyYMYNz5879pO+so3C63RMQERGRu8vBgwdZuXIllZWVNsu//fZbkpOTycnJuWlfBoMBd3d3AgICKCkpYevWrQwcOJB33nkHR0dHACZNmsQLL7zAu+++y/jx4+nRowcAK1asoLm5mT/84Q/cf//9ADzzzDNMnjyZd955h2eeeYbOnTubx8rKyqKpqYng4GDq6+tJSUnB19eX999/ny5dupjHWrx4MXv27CEmJgZ/f3+am5tJSUnB3d2dtLQ03N3dAYiIiCA2NpbU1FRSU1P/4e+zvdHKpYiIiNwy8+fPZ/HixXh5eREZGWlVvnfvXiZOnEhBQQFxcXE37S8zM5Pg4GA6derE0aNHaWxsJDo62hwsAZycnIiMjKShoYG8vDygZYv65MmTTJ482RwsATp37sycOXOYMmUKVVVVVmM9+uijuLu7YzKZuHbtGlFRUeZg2Wrs2LFAy2olQEFBAWfOnGHcuHHmYAng6+tLREQEhw8fpqys7KaftaPQyqWIiEg7suUvr9/uKbRpVtTyf7qPc+fOkZCQwOTJk9m2bZtV+cmTJwkNDSUxMRFHR0ebdVrV1NSQk5PD0qVLARg9ejQDBgzA29vbqm55eTkAnTq1rKsdPXoUgBEjRgDQ3NxMdXU13bp1M5/V/DGj0Uh0dDQAAQEB7Ny5k3vuueemY5lMJgAee+wxq7oBAQHs3buXgoICRo4c2eZn7UgULkVERNqRby6fvt1T+Fmlp6fj7OzcZnlCQoK5/OLFizfs68iRIzQ0NJjPW7q6utK3b1+ret9//z27d+/GycmJgQMHApjPOXbt2pXf/va37N+/n+rqary8vJgyZQpTpkzBwcHB3MepU6coLS0lNDQUAGdnZx588EGrsRoaGsznNYcMGQJASUkJAD179rSq3xqEb/ZZOxKFSxEREbllbhQsf0r5DxkMBvz9/fHw8GizTkNDA8uWLaOiooLY2Fg8PT2BlsAJsHDhQrp3785vfvMbnJyc+O///m/Wr1/P5cuXmT9/vrkfo9GIl5cXDz/88A3ntHr1as6ePUt4eLi57rVr14CWIPtjrVvqNTU1P/lzt3cKlyIiItIhHT58mKeeeqrN8rq6Ol555RWMRiMDBw4kMTHRXFZfXw+0hLstW7bg5NQSiZ588klmzJhBeno6zzzzDH5+fkBLuAwJCbFYzfyhpqYmVq9eze7du/Hz8zNv1UPLlvsP//tDrc9at9DvBHfOJxEREZG7xunTp7l06ZL5tUA/Vl5eTnx8PF999RWDBw8mNTXVYlXU1dUVaLkd3hosARwdHXnmmWdoamriyJEjAFRVVZGXl2fefv+xmpoaFi1aREZGBn369GHTpk0WF3daVyxra2ut2rY+6969+9/z8ds1rVyKcmgp4QABAABJREFUiIi0I/f3sD4zKNaMRiOenp488sgjVmVFRUXMmzeP4uJiIiIiePXVV3FxcbGo03r+0cvLy6p967PW7ezDhw8DEBwcbFW3rKyMBQsWUFhYyKBBg1izZg1ubm4WdXr37g1AaWkp/fv3tygrLS21mM+dQOFSRESkHbHHjey7gdFoJDg42GqbuqioiNmzZ1NeXs7UqVNJSkqyuZUdEBDAf/3Xf/H1119b3Qy/cOEC8P9CYWZmJoGBgVari1euXCE+Pp6ioiIiIyNJTk62eC/mD8cCyM/PN18IamUymXBwcDDXuRNoW1xEREQ6lGvXrln8Uk6r6upqFixYQHl5OYmJicyZM6fNM5KjRo3Czc2NnTt3ml8dBC1b3Dt37qRbt26EhITQ3NxMZmam1ViNjY28/PLLFBUV8cwzz7BixQqbwRLA398fPz8/du/ezXfffWd+fuHCBQ4cOEBYWNgNLyV1NFq5FBERkQ4lOzub5uZmq23qnTt38s033+Dj44O3tzf79u2zahsYGIiPjw9du3Zl6dKlvPLKK8TFxRETE4OTkxN//vOfuXDhAsuWLaNbt24UFhZSVlZmFS73799Pbm4ubm5uBAQE2Pw98n79+pm3wRcuXMjcuXOZMWMGEydOpL6+nh07duDi4kJSUpIdv53bT+FSREREOhSj0UhAQIDV2casrCwAiouLSU5Ottl2+fLl+Pj4APCrX/2KzZs3k5aWxrZt22hubqZ///68+eab5jBpNBrx9va2OiuZnZ0NQGVlJa+/bvvF9zNnzjS3CwoKYsOGDWzZsoW33noLV1dXBg4cSEJCgvlG+p3CoaKiwvpevIiIiPwsLl++bP5ta5F/VHv+O9KZSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG6fbPQERERG5O5lMJmbOnMnbb7/NkCFDrMobGhqIi4ujf//+JCcnt9lPdHQ0Y8aMYfbs2QDs2bOHjz/+mDNnzgDQt29fnnvuOcaMGWNu89prr/GXv/zlhvNbvnw548aNs3iWkJBAjx49eO211wA4dOgQH374ISdOnKChoYH777+fX//610ycOJFOnSzX8PLy8ti8eTOFhYU0NzczaNAgEhMT6dOnzw3n0dEoXIqIiMgtd/78eRYtWkRTU5PN8sbGRpKTkzl58iT9+/dvs5+ioiKKi4sZPnw4AGlpaWzevJlHH32U+Ph4mpub+eyzz1i+fDkXLlxg5syZQEsgDQoKsuqvqqqKN998k65duzJ48GCLsurqanJzc1m+fDkA+/btIzk5GT8/P55//nm6dOnCX//6V9auXcvJkydZtmyZue3x48dJSkrivvvuIy4ujqamJj766CNmzJjBH//4Rx588MG/6/trzxQuRURE5JY6ePAgK1eupLKy0mb5t99+S3JyMjk5OTfty2Aw4O7uTkBAACUlJWzdupWBAwfyzjvv4OjoCMCkSZN44YUXePfddxk/fjw9evQgMDCQwMBAq/6WLl1KY2MjK1asoHfv3hZlWVlZNDU1ERwcTH19PSkpKfj6+vL+++/TpUsX81iLFy9mz549xMTE4O/vT3NzMykpKbi7u5OWloa7uzsAERERxMbGkpqaSmpq6t/zFbZrOnMpIiIit8z8+fNZvHgxXl5eREZGWpXv3buXiRMnUlBQQFxc3E37y8zMJDg4mE6dOnH06FEaGxuJjo42B0sAJycnIiMjaWhoIC8vr82+Dh48yP/8z/8wbtw480roj8d69NFHcXd3x2Qyce3aNaKioszBstXYsWOBltVKgIKCAs6cOcO4cePMwRLA19eXiIgIDh8+TFlZ2U0/a0ehlUsREZF2ZPfu3bd7Cm0aP378P93HuXPnSEhIYPLkyWzbts2q/OTJk4SGhpKYmIijo6PNOq1qamrIyclh6dKlAIwePZoBAwbg7e1tVbe8vBzA6hxkq/r6etavX4+bmxv/8R//YbOO0WgkOjoagICAAHbu3Mk999xz07FMJhMAjz32mFXdgIAA9u7dS0FBASNHjmzzs3YkCpciIiLtSGlp6e2ews8qPT0dZ2fnNssTEhLM5RcvXrxhX0eOHKGhocG8yujq6krfvn2t6n3//ffs3r0bJycnBg4caLOvP//5zxQXF5OYmMi//Mu/WJWfOnWK0tJSQkNDAXB2drZ5TrKhoYH09HQA8yWlkpISAHr27GlVvzUI3+yzdiTaFhcREZFb5kbB8qeU/5DBYMDf3x8PD4826zQ0NLBs2TIqKiqYOHEinp6eVnWam5v56KOP6N69OzExMTb7MRqNeHl58fDDD99wTqtXr+bs2bOEh4eb6167dg2Arl27WtVv3VKvqam5Yb8dicKliIiIdEiHDx8mJCSkzfK6ujoWL16M0Whk4MCBJCYm2qyXlZXF+fPneeaZZ+jevbvNOkajkZCQEBwcHGyWNzU18cYbb7B79278/PzMW/XQEl5/+N8fan3W1nZ9R3TnfBIRERG5a5w+fZpLly61GS7Ly8uJj4/nq6++YvDgwaSmpra5Knrw4EHg/13E+bGqqiry8vJsXvKBllXHRYsWkZGRQZ8+fdi0aZPFxZ3WFcva2lqrtq3P2gq1HZHOXIqIiLQjti6jiDWj0YinpyePPPKIVVlRURHz5s2juLiYiIgIXn31VVxcXGz209zczFdffUW/fv1snteElhVSgODgYKuysrIyFixYQGFhIYMGDWLNmjW4ublZ1Gl9pVFpaanVOztbz9jaOo/ZUSlcioiItCP2uJF9NzAajQQHB1ttUxcVFTF79mzKy8uZOnUqSUlJbW5lQ8vL3MvKyix+vefHMjMzCQwMtFpdvHLlCvHx8RQVFREZGUlycjKdO3e2ah8QEABAfn6++UJQK5PJhIODg7nOnUDb4iIiItKhXLt2jdzcXKst8erqahYsWEB5eTmJiYnMmTPnhsES4G9/+xuAzRVQaFnZzMzMtBqrsbGRl19+maKiIp555hlWrFhhM1gC+Pv74+fnx+7du/nuu+/Mzy9cuMCBAwcICwu74aWkjkYrlyIiItKhZGdn09zcbLVNvXPnTr755ht8fHzw9vZm3759Vm0DAwPx8fEx//v8+fMA3HfffTbHOnHiBGVlZVbhcv/+/eTm5uLm5kZAQACfffaZVdt+/fqZt8EXLlzI3LlzmTFjBhMnTqS+vp4dO3bg4uJCUlLS3/cFtHMKlyIiItKhGI1GAgICrM42ZmVlAVBcXExycrLNtsuXL7cIl1evXgWw+TL01rG8vb2tzkpmZ2cDUFlZyeuvv26z7cyZM83tgoKC2LBhA1u2bOGtt97C1dWVgQMHkpCQgJ+f380+cofiUFFRYX0vXkRERH4Wly9fpkePHrd7GtLBtee/I525FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERkdvCZDIRHBzMsWPHbJY3NDQwdepUXnvttRv2Ex0dzebNm83/3rNnD9OmTSMsLIywsDDi4uL47LPPrNo1Nzezc+dOnnvuOUJDQ3niiSdYtGgR586da3OshIQEkpOTzf8+dOgQs2fPJjw8nBEjRhAbG0t6ejpNTU1WbfPy8khMTCQiIoLRo0fz0ksvcebMmRt+to5I4VJERERuufPnz7No0SKbIQygsbGR5ORkTp48ecN+ioqKKC4uZvjw4QCkpaWxYsUKOnXqRHx8PC+++CKNjY0sX76crVu3WrRNTU3lf//v/03Xrl2ZO3cuzz77LEeOHGH69OkUFRVZjVVdXU1ubi4hISEA7Nu3j4ULF1JeXs7zzz9PUlISHh4erF27lpUrV1q0PX78OPHx8ZSUlBAXF8e0adMoKChgxowZNwyzHZHT7Z6AiIiI3F0OHjzIypUrqaystFn+7bffkpycTE5Ozk37MhgMuLu7ExAQQElJCVu3bmXgwIG88847ODo6AjBp0iReeOEF3n33XcaPH0+PHj0oLy8nPT2dfv36sWXLFpycWiLR0KFDefHFF/nDH/7Ab3/7W4uxsrKyaGpqIjg4mPr6elJSUvD19eX999+nS5cu5rEWL17Mnj17iImJwd/fn+bmZlJSUnB3dyctLQ13d3cAIiIiiI2NJTU1ldTU1H/062x3tHIpIiIit8z8+fNZvHgxXl5eREZGWpXv3buXiRMnUlBQQFxc3E37y8zMJDg4mE6dOnH06FEaGxuJjo42B0sAJycnIiMjaWhoIC8vD4ALFy6Yg2JrsAQYPHgwbm5unDhxwuZYjz76KO7u7phMJq5du0ZUVJQ5WLYaO3Ys0LJaCVBQUMCZM2cYN26cOVgC+Pr6EhERweHDhykrK7vpZ+0otHIpIiLSjqT/+oPbPYU2Tdo15Z/u49y5cyQkJDB58mS2bdtmVX7y5ElCQ0NJTEzE0dHRZp1WNTU15OTksHTpUgBGjx7NgAED8Pb2tqpbXl4OQKdOLetqvr6+ODk5WZ15LC8vp6qqioceesiqD6PRSHR0NAABAQHs3LmTe+6556ZjmUwmAB577DGrugEBAezdu5eCggJGjhzZ5mftSBQuRURE2pFvcy7d7in8rNLT03F2dm6zPCEhwVx+8eLFG/Z15MgRGhoazOctXV1d6du3r1W977//nt27d+Pk5MTAgQMB8PT0JCEhgbfeeovNmzcTFRXFd999R2pqKp06deL555+36OPUqVOUlpYSGhoKgLOzMw8++KDVWA0NDaSnpwMwZMgQAEpKSgDo2bOnVf3WIHyzz9qRKFyKiIjILXOjYPlTyn/IYDDg7++Ph4dHm3UaGhpYtmwZFRUVxMbG4unpaS4bM2YMeXl5pKWlkZaWBoCjoyMrVqxg2LBhFv0YjUa8vLx4+OGHbzin1atXc/bsWcLDw811r127BkDXrl2t6rduqdfU1Nz8A3cQCpciIiLSIR0+fJinnnqqzfK6ujpeeeUVjEYjAwcOJDEx0Vx25coVpk+fTmlpKdHR0QQHB/Pdd9+xc+dOli1bRl1dHVFRUeb6RqORkJAQHBwcbI7V1NTE6tWr2b17N35+fuatemh55dEP//tDrc9at9DvBAqXIiIi0uGcPn2aS5cumV8L9GPl5eX85je/wWQyMXjwYNauXWuxKpqens63337Lf/zHf/Dv//7v5udjx45l2rRprF69muHDh+Pp6UlVVRV5eXlMnDjR5lg1NTUsW7aML7/8kj59+vDWW29ZXNxpXbGsra21atv6rHv37n//l9BOKVyKiIi0I70G3Xe7p9AhGI1GPD09eeSRR6zKioqKmDdvHsXFxURERPDqq6/i4uJiUefUqVMAPP300xbPXVxcGDt2LG+//Tb/9//+X0aNGsXhw4cBCA4OthqrrKyMBQsWUFhYyKBBg1izZg1ubm4WdXr37g1AaWkp/fv3tygrLS0FbJ/H7KgULkVERNoRe9zIvhsYjUaCg4OttqmLioqYPXs25eXlTJ06laSkJJtb2a2rmI2NjVZlrS92b92yzszMJDAw0Gp18cqVK8THx1NUVERkZCTJycl07tzZqr+AgAAA8vPzzReCWplMJhwcHMx17gR3zga/iIiI3BWuXbtm8Us5raqrq1mwYAHl5eUkJiYyZ86cNs9Itoa8HTt2WPXx6aef4uLiwuOPP05zczOZmZlWYzU2NvLyyy9TVFTEM888w4oVK2wGSwB/f3/8/PzYvXs33333nfn5hQsXOHDgAGFhYTe8lNTRaOVSREREOpTs7Gyam5uttql37tzJN998g4+PD97e3uzbt8+qbWBgID4+Pvzrv/4r//M//8N7771HUVERw4cPp7Kykt27d1NcXMzixYvx8PCgsLCQsrIyq3C5f/9+cnNzcXNzIyAgwOZvl/fr18+8Db5w4ULmzp3LjBkzmDhxIvX19ezYsQMXFxeSkpLs+O3cfgqXIiIi0qEYjUYCAgKszjZmZWUBUFxcTHJyss22y5cvx8fHBycnJ958803+9Kc/sW/fPoxGI87OzjzyyCMsWrTI/O5Mo9GIt7e31VnJ7OxsACorK3n99ddtjjVz5kxzu6CgIDZs2MCWLVt46623cHV1ZeDAgSQkJODn5/ePfxntkENFRYX1vXgRERH5WVy+fJkePXrc7mlIB9ee/4505lJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERG4Lk8lEcHAwx44ds1ne0NDA1KlTee21127YT3R0NJs3bzb/e8+ePUybNo2wsDDCwsKIi4vjs88+s2rX2NjIn/70JyZOnMiIESMYP34869at47vvvmtzrISEBJKTk83/PnToELNnzyY8PJwRI0YQGxtLeno6TU1NVm3z8vJITEwkIiKC0aNH89JLL3HmzJkbfraOSOFSREREbrnz58+zaNEimyEMWoJfcnIyJ0+evGE/RUVFFBcXM3z4cADS0tJYsWIFnTp1Ij4+nhdffJHGxkaWL1/O1q1bLdomJyezfv16XF1dSUhI4F//9V/ZvXs3M2fO5OrVq1ZjVVdXk5ubS0hICAD79u1j4cKFlJeX8/zzz5OUlISHhwdr165l5cqVFm2PHz9OfHw8JSUlxMXFMW3aNAoKCpgxYwbnzp37qV9bh+B0uycgIiIid5eDBw+ycuVKKisrbZZ/++23JCcnk5OTc9O+DAYD7u7uBAQEUFJSwtatWxk4cCDvvPMOjo6OAEyaNIkXXniBd999l/Hjx9OjRw/+z//5P3zxxRcMGjSIt956i86dOwMwevRo/v3f/5233nqLZcuWWYyVlZVFU1MTwcHB1NfXk5KSgq+vL++//z5dunQxj7V48WL27NlDTEwM/v7+NDc3k5KSgru7O2lpabi7uwMQERFBbGwsqamppKam/qNfZ7ujlUsRERG5ZebPn8/ixYvx8vIiMjLSqnzv3r1MnDiRgoIC4uLibtpfZmYmwcHBdOrUiaNHj9LY2Eh0dLQ5WAI4OTkRGRlJQ0MDeXl5QEvABYiPjzcHS4D+/fszYsQIPvvsM6qrq63GevTRR3F3d8dkMnHt2jWioqLMwbLV2LFjgZbVSoCCggLOnDnDuHHjzMESwNfXl4iICA4fPkxZWdlNP2tHoZVLERGRduTJT0tv9xTa9D/jvP/pPs6dO0dCQgKTJ09m27ZtVuUnT54kNDSUxMREHB0dbdZpVVNTQ05ODkuXLgVaVh0HDBiAt7f1PMvLywHo1KllXa20tOV77t+/v1Xd+++/n+vXr/P1118TGBhofm40GomOjgYgICCAnTt3cs8999x0LJPJBMBjjz1mVTcgIIC9e/dSUFDAyJEj2/ysHYnCpYiISDty5PL12z2Fn1V6ejrOzs5tlickJJjLL168eMO+jhw5QkNDg/m8paurK3379rWq9/3337N7926cnJwYOHCguS7AtWvX6Natm0X91gs9ly9fNj87deoUpaWlhIaGAuDs7MyDDz5oNVZDQwPp6ekADBkyBICSkhIAevbsaVW/NQjf7LN2JNoWFxERkVvmRsHyp5T/kMFgwN/fHw8PjzbrNDQ0sGzZMioqKpg4cSKenp4A5pD5+eefW9Svrq7GaDQCUFdXZ35uNBrx8vLi4YcfvuGcVq9ezdmzZwkPDzfXvXbtGgBdu3a1qt+6pV5TU3PDfjsSrVyKiIhIh3T48GGeeuqpNsvr6up45ZVXMBqNDBw4kMTERHPZ+PHj+eijj9i8eTMODg6MGjWKq1evsnHjRhoaGoCWs5qtjEYjISEhODg42ByrqamJ1atXs3v3bvz8/Mxb9QDNzc0W//2h1metW+h3gjvnk4iIiMhd4/Tp01y6dMn8WqAfKy8vJz4+nq+++orBgweTmppqsSravXt33n77bfr27cv69euJiYlh1qxZ9OzZkxdffBEANzc3AKqqqsjLyzNvv/9YTU0NixYtIiMjgz59+rBp0yaLizutK5a1tbVWbVufde/e/R/4FtonrVyKiIi0I8N6dL55JcFoNOLp6ckjjzxiVVZUVMS8efMoLi4mIiKCV199FRcXF6t6DzzwANu3b6eoqIirV69y//334+XlxZYtW4CWiz3QskIKEBwcbNVHWVkZCxYsoLCwkEGDBrFmzRpzKG3Vu3dvoOUS0Y8vELVeLLJ1HrOjUrgUERFpR+xxI/tuYDQaCQ4OttqmLioqYvbs2ZSXlzN16lSSkpJsbmUXFRWRk5PDiBEj8PPzw8/Pz6Lvnj174uPjA7S8gigwMNBqdfHKlSvEx8dTVFREZGQkycnJFq81ahUQEABAfn6++UJQK5PJhIODg7nOnUDb4iIiItKhXLt2zeKXclpVV1ezYMECysvLSUxMZM6cOW2ekbx8+TKrVq3ik08+sXi+b98+CgoKmDJlCtByJjIzM9NqrMbGRl5++WWKiop45plnWLFihc1gCeDv74+fnx+7d++2+GnJCxcucODAAcLCwm54Kamj0cqliIiIdCjZ2dk0NzdbbVPv3LmTb775Bh8fH7y9vdm3b59V28DAQHx8fBg0aBBDhgxh27ZtVFZW0r9/f06ePMl///d/88tf/pKYmBgATpw4QVlZmVW43L9/P7m5ubi5uREQEGDzt8v79etn3gZfuHAhc+fOZcaMGUycOJH6+np27NiBi4sLSUlJ9vpq2gWFSxEREelQjEYjAQEBVmcbs7KyACguLiY5Odlm2+XLl+Pj44OjoyNr1qwhLS2NgwcP8uc//5n77ruPF198kdjYWPMqpNFoxNvb2+qsZHZ2NgCVlZW8/vrrNseaOXOmuV1QUBAbNmxgy5YtvPXWW7i6ujJw4EASEhIstuTvBA4VFRXW9+JFRETkZ3H58mV69Ohxu6chHVx7/jvSmUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxEREbktTCYTwcHBHDt2zGZ5Q0MDU6dO5bXXXrthP9HR0WzevNn877/+9a9Mnz6dX/3qV0RGRvKf//mfXLhwwWbbr776ihkzZvCrX/2KJ598kuXLl1NSUtLmWAkJCSQnJ5v/fejQIWbPnk14eDgjRowgNjaW9PR0mpqarNrm5eWRmJhIREQEo0eP5qWXXuLMmTM3/GwdkcKliIiI3HLnz59n0aJFNkMYQGNjI8nJyZw8efKG/RQVFVFcXMzw4cMB+OSTT1i0aBEA8fHxTJo0iaysLKZNm8b58+ct2n722Wf85je/oaGhgdmzZzNx4kRz2CwvL7caq7q6mtzcXEJCQgDYt28fCxcupLy8nOeff56kpCQ8PDxYu3YtK1eutGh7/Phx4uPjKSkpIS4ujmnTplFQUMCMGTM4d+7cT/rOOgqn2z0BERERubscPHiQlStXUllZabP822+/JTk5mZycnJv2ZTAYcHd3JyAggJqaGtatW0e/fv3YsmULTk4tMSc0NJR///d/Z+vWrbz++usA1NTU8Pvf/95c18XFBYDg4GBeeOEF/vCHP7B48WKLsbKysmhqaiI4OJj6+npSUlLw9fXl/fffp0uXLgBMmjSJxYsXs2fPHmJiYvD396e5uZmUlBTc3d1JS0vD3d0dgIiICGJjY0lNTSU1NfUf+i7bI61cioiIyC0zf/58Fi9ejJeXF5GRkVble/fuZeLEiRQUFBAXF3fT/jIzMwkODqZTp04UFxfzyCOPMHHiRHOwBBgwYADu7u6cOHHC/Oz//J//Q0VFBRMnTjQHS4DAwEAef/xxPvvsM65fv2411qOPPoq7uzsmk4lr164RFRVlDpatxo4dC7SsVgIUFBRw5swZxo0bZw6WAL6+vkRERHD48GHKyspu+lk7Cq1cioiItCOuryfc7im0qWb5xn+6j3PnzpGQkMDkyZPZtm2bVfnJkycJDQ0lMTERR0dHm3XM86mpIScnh6VLlwLQr18/i7OXrS5dusR3333Ho48+an5mMpkACAgIsKr/6KOPkpOTw7lz5+jfv7/5udFoJDo62txu586d3HPPPVbtW7fUO3XqZDHWY489ZlU3ICCAvXv3UlBQwMiRI9v8rB2JwqWIiEg74ni64HZP4WeVnp6Os7Nzm+UJCQnm8osXL96wryNHjtDQ0GA+b/ljJSUl/O1vf2PTpk24uLgwY8YMc1lpaSkAvXr1smrXs2dP8/it4fLUqVOUlpYSGhoKgLOzMw8++KBV24aGBtLT0wEYMmSIeR4/7PeHvL29f9Jn7UgULkVEROSWuVGw/CnlP2QwGPD398fDw8OqrKqqiqeeesr87/j4eIuVy6qqKgBcXV2t2rZuk9fU1JifGY1GvLy8ePjhh284p9WrV3P27FnCw8PNda9duwZA165dreq3bqn/cKyOTuFSREREOqTDhw9bBMgfam5u5vXXX6dTp058/vnnbNq0idOnT/Pb3/7Wql5bHB0dzf+70WgkJCQEBwcHm3WbmppYvXo1u3fvxs/Pz7xV/8MxbI3V+qx1C/1OcOd8EhEREblrnD59mkuXLplfC/Rj99xzD2PGjCEyMpK1a9fyq1/9ii+++MJ8yaZ1FbG2ttaqbeuz7t27Ay2rnHl5eW1uv9fU1LBo0SIyMjLo06cPmzZtsri48/eMdSfQyqWIiEg70tjX/3ZPoUMwGo14enryyCOP/KT6Y8aM4eDBg/ztb39j8ODB9O7dG2g5e/njYNd6HrP1POThw4eBltcU/VhZWRkLFiygsLCQQYMGsWbNGtzc3Czq/HCsH14Q+uFYts5jdlQKlyIiIu2IPW5k3w2MRiPBwcEW29R//vOf2bx5M4sWLWLUqFEW9VvPPbaep2w9f5mfn0+fPn0s6ppMJrp3784vfvELoOUVRIGBgVYh9MqVK8THx1NUVERkZCTJycl07tzZaq6tN9Lz8/PNF4J+OJaDg4PNW+sdlbbFRUREpEO5du2axS/ltOrXrx+XL1/mgw8+oLGx0fy8traWDz/8ECcnJ3O4GzFiBG5ubnz00UfU1dWZ6+bl5ZGbm0tUVBSdOnWiubmZzMxMq7EaGxt5+eWXKSoq4plnnmHFihU2gyWAv78/fn5+7N69m++++878/MKFCxw4cICwsDCbl5I6Kq1cioiISIeSnZ1Nc3Oz1Ta1v78/EydO5L/+67948cUXefLJJ6mpqWHPnj2cP3+el156ifvuuw9ouaU9b948Xn/9dWbNmsXTTz9NeXk5H374Iffddx/PP/88ACdOnKCsrMwqXO7fv5/c3Fzc3NwICAjgs88+s5pnv379zNvgCxcuZO7cucyYMYOJEydSX1/Pjh07cHFxISkp6ef4mm4bhUsRERHpUIxGIwEBAVZnGwF+85vf0K9fPz7++GPWrVuHs7Mz/v7+/OY3v7EKo+PGjcPV1ZXt27fz5ptvcs899zBy5EgSEhLw9PQ0j+Xt7W11VjI7OxuAyspK809K/tjMmTPN7YKCgtiwYQNbtmzhrbfewtXVlYEDB5KQkICfn98//Z20Jw4VFRVt38EXERERu7p8+TI9evS43dOQDq49/x3pzKWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIjcFiaTieDgYI4dO2ZVlpOTw9y5c4mIiCA0NJSYmBi2bNlCfX29zb727t3LiBEjqK2ttSq7ePEio0aN4tNPP21zLiUlJQQFBXHkyBEAamtr2bRpEzExMYSEhBAREcH8+fMxmUxWbRsbG/nwww959tlnCQsLY/z48WzcuNHmXO4GTrd7AiIiInL3OX/+PIsWLaKpqcmq7Pjx4yQmJuLp6cnkyZNxd3cnOzubrVu3kpeXx/r16+nUyXJ9zGg0MmjQILp06WLxvLy8nPnz51NTU3PD+RgMBrp27crjjz9Oc3MzCxcuJCsri4iICGJjY7l69SqffPIJs2bNIjU1laCgIHPblJQUMjIyGD16NJMmTeLEiRNs376dwsJC1q1bh4ODwz/xTXU8CpciIiJySx08eJCVK1dSWVlps3zVqlV069aN7du3c++99wIwYcIE3nzzTXbs2MGBAwd44oknzPUbGxs5fPgwM2fOtOgnJyeH5cuXU1JSctM5GY1Ghg0bRufOnfn888/JysoiLi6OhIQEc52nn36a2NhY1q5dS3p6OgD5+flkZGQQHR3NkiVLzHV79+7Nxo0b2b9/P08++eRP/3LuANoWFxERkVtm/vz5LF68GC8vLyIjI63KS0pKOH/+PKNGjTIHy1ZRUVFAS2j8ofz8fCorKwkJCTE/S0lJYfbs2TQ3NxMdHX3DOV2/fp2jR48SGhoKQHZ2NgAxMTEW9Xr27MngwYM5e/YsFRUVAOat9ilTpljUfe6553BxcbnhVvydSiuXIiIi7UjN0Xm3ewptch2a+k/3ce7cORISEpg8eTLbtm2zKvfy8uLjjz/GxcXFquzKlSsAVlviBoMBX19fHnjgAfOzU6dOMXXqVKZPn85f//pXMjIy2pxTTk4O1dXVDB8+HICkpCQmTJiAt7e3Vd3y8nKLOZhMJtzc3CzGBujSpQt9+/YlPz+/zXHvVAqXIiIi7UhTZeHtnsLPKj09HWdn5zbLnZycrIJaqw8++ACAIUOGWDw3Go0Wq5YAb7/99g3H+SGDwUC/fv3o2bMnAB4eHnh4eFjVy83NxWQy0b9/f9zc3AAoLS2lV69eNvv19vamoKCAqqoqunfv/pPmcifQtriIiIjcMj818P1YWloa2dnZDBgwgJEjR5qfl5WVcfLkSfOW9j8yjq1w+mOlpaUsX74cgFmzZpmfV1VV4erqarNN6+Wim10mutMoXIqIiEi7lpaWxubNm/H09OSNN96w2BbPzMzE2dmZwYMH/0N9FxcXU1RUdMNwefHiReLj47l06RJTp05l1KhR5rLm5uY227WW/Xgb/06nbXERERFplxoaGlizZg0ZGRl4e3uzYcMGfHx8LOoYDAaGDh1q84zmT2E0GunevTuBgYE2ywsKCnjppZe4cuUKU6ZMYc6cORblXbt2bfN9lq3P76YtcVC4FBERaVc6uQ243VNoF6qrq1myZAmZmZn06dOH1NRUq7ONDQ0NZGdnEx8f/w+PYzQaCQoKwsnJOhIdOnSIZcuWUVdXx5w5c5g6dapVnd69e7f5qqPS0lI8PDz+4eDbUSlcioiItCP2uJHd0dXU1DB37lxyc3MZOnQoKSkpNlf/8vLyqKqquul5ybbU1dVx7NgxFi5caFV24MABli5diqOjI6tWrSIiIsJmHwEBARQWFlJcXGyxqlpbW8vp06cJDg7+h+bWkd1dhwBERESk3Vu5ciW5ubmEhYWxbt26NreVjUYjfn5+VlvlP9Xx48epq6szv4Ko1alTp0hOTsbJyYl169a1GSwBxowZA8B7771n8fyjjz6ivr7e/G7Ou4lWLkVERKTdyMvL44svvqBz584MHz6c/fv3W9Xx8fEhMDDwJ93yvhGDwcBDDz1k9bL29evXU1dXR2hoKKWlpezbt8+qbXh4OK6urgQGBjJu3DgyMjKorKwkODiYgoICdu3aRVhYGOHh4f/w/DoqhUsRERFpN1p/Hef69eukpKTYrBMVFUWvXr34+uuvmTdv3j88VmZmpsXPSELLOc7jx48DLeHTYDDYbLtr1y7zK4heeeUVfH192bNnD19++SXe3t5Mnz6dadOm3XW/Kw7gUFFR0fYdehEREbGry5cv06NHj9s9Deng2vPfkc5cioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIjIbWEymQgODubYsWNWZTk5OcydO5eIiAhCQ0OJiYlhy5Yt1NfX2+xr7969jBgxgtraWgAuXbrEa6+9xr/+678yfPhw/vVf/5UVK1Zw+fJlm+1LSkoICgriyJEjANTW1rJp0yZiYmIICQkhIiKC+fPnYzKZrNo2Njby4Ycf8uyzzxIWFsb48ePZuHGjeS53G6fbPQERERG5+5w/f55FixbR1NRkVXb8+HESExPx9PRk8uTJuLu7k52dzdatW8nLy2P9+vV06mS5PmY0Ghk0aBBdunTh6tWrzJgxg++//57o6GgefPBBTp8+za5du8jKymLbtm3ce++9Fu0NBgNdu3bl8ccfp7m5mYULF5KVlUVERASxsbFcvXqVTz75hFmzZpGamkpQUJC5bUpKChkZGYwePZpJkyZx4sQJtm/fTmFhIevWrcPBweHn+RLbKYVLERERuaUOHjzIypUrqaystFm+atUqunXrxvbt280hcMKECbz55pvs2LGDAwcO8MQTT5jrNzY2cvjwYWbOnAnAO++8Q1lZGevWrWP48OHmer/85S/5zW9+w7vvvsuiRYssxjQajQwbNozOnTvz+eefk5WVRVxcHAkJCeY6Tz/9NLGxsaxdu5b09HQA8vPzycjIIDo6miVLlpjr9u7dm40bN7J//36efPLJf/Ib61i0LS4iIiK3zPz581m8eDFeXl5ERkZalZeUlHD+/HlGjRpltboYFRUFtGyZ/1B+fj6VlZWEhIQAkJWVhY+Pj0WwBBg5ciTdu3fn+PHjFs+vX7/O0aNHCQ0NBSA7OxuAmJgYi3o9e/Zk8ODBnD17loqKCgA+/fRTAKZMmWJR97nnnsPFxcVcfjfRyqWIiEg7suUvr9/uKbRpVtTyf7qPc+fOkZCQwOTJk9m2bZtVuZeXFx9//DEuLi5WZVeuXAGw2hI3GAz4+vrywAMPALB582aqq6ut2tfU1FBTU2PVPicnh+rqanMYTUpKYsKECXh7e1v1UV5ebjEHk8mEm5ubeexWXbp0oW/fvuTn59v8Hu5kCpciIiLtyDeXT9/uKfys0tPTcXZ2brPcycnJKqi1+uCDDwAYMmSIxXOj0WhetYSWFUZbduzYQWNjI0OHDrV4bjAY6Nevn7mdh4cHHh4eVu1zc3MxmUz0798fNzc3AEpLS+nVq5fN8by9vSkoKKCqqoru3bvbrHMn0ra4iIiI3DI3CpY3kpaWRnZ2NgMGDGDkyJHm52VlZZw8edK8pd2WI0eOkJaWRrdu3ay2sH8cTm0pLS1l+fKWldtZs2aZn1dVVeHq6mqzTZcuXYCWFdO7icKliIiItGtpaWls3rwZT09P3njjDYtt7czMTJydnRk8eHCb7Q8fPsxLL71EU1MTr732msXKZnFxMUVFRTcMlxcvXiQ+Pp5Lly4xdepURo0aZS5rbm5us11r2Y+34e902hYXERGRdqmhoYE1a9aQkZGBt7c3GzZswMfHx6KOwWBg6NChNs9oAvz5z3/md7/7HQ4ODvz2t7+1WPWEllXL7t27ExgYaLN9QUEBL730EleuXGHKlCnMmTPHorxr165tvs+y9fndtCUOCpciIiLtyv09+t7uKbQL1dXVLFmyhMzMTPr06UNqaqrV2caGhgays7OJj4+32cemTZv44x//SPfu3Vm9ejXDhg2zqmM0GgkKCsLJyToSHTp0iGXLllFXV8ecOXOYOnWqVZ3evXtTUlJic/zS0lI8PDzaDL53KoVLERGRdsQeN7I7upqaGubOnUtubi5Dhw4lJSXF5upfXl4eVVVVNre0f//73/PRRx/Rq1cv3nzzTfr2tQ7tdXV1HDt2jIULF1qVHThwgKVLl+Lo6MiqVauIiIiwOdeAgAAKCwspLi62WFWtra3l9OnTBAcH/z0f/Y5wdx0CEBERkXZv5cqV5ObmEhYWxrp169rcVjYajfj5+VltlWdkZPDRRx/h6+vL1q1bbQZLaPkloLq6Oqv3YZ46dYrk5GScnJxYt25dm8ESYMyYMQC89957Fs8/+ugj6uvrze/mvJto5VJERETajby8PL744gs6d+7M8OHD2b9/v1UdHx8fAgMDbd7yrqmp4e233wYgPDzc5u+Wu7q6Eh4ejsFg4KGHHrJ6Wfv69eupq6sjNDSU0tJS9u3bZ9VHeHg4rq6uBAYGMm7cODIyMqisrCQ4OJiCggJ27dpFWFgY4eHh/8S30TEpXIqIiEi70frrONevXyclJcVmnaioKHr16sXXX3/NvHnzLMr+9re/mX9W8k9/+pPN9vfddx/h4eFkZmZa/IwktJzjbP0FH4PBgMFgsNnHrl27zK8geuWVV/D19WXPnj18+eWXeHt7M336dKZNm3bX/a44gENFRUXbd+hFRETEri5fvkyPHj1u9zSkg2vPf0c6cykiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIreFyWQiODiYY8eOWZXl5OQwd+5cIiIiCA0NJSYmhi1btlBfX2+zr7179zJixAhqa2sBKC8v53e/+x3jx48nLCyMyZMn88knn9Dc3GyzfUlJCUFBQRw5cgSA2tpaNm3aRExMDCEhIURERDB//nxMJpNV28bGRj788EOeffZZwsLCGD9+PBs3bjTP5W7jdLsnICIiInef8+fPs2jRIpqamqzKjh8/TmJiIp6enkyePBl3d3eys7PZunUreXl5rF+/nk6dLNfHjEYjgwYNokuXLlRVVTF79my+/fZbJkyYgK+vL5mZmaxevZrTp0+zaNEiqzENBgNdu3bl8ccfp7m5mYULF5KVlUVERASxsbFcvXqVTz75hFmzZpGamkpQUJC5bUpKChkZGYwePZpJkyZx4sQJtm/fTmFhIevWrcPBwcH+X2A7pnApIiIit9TBgwdZuXIllZWVNstXrVpFt27d2L59O/feey8AEyZM4M0332THjh0cOHCAJ554wly/sbGRw4cPM3PmTAA+/PBDioqKWLlyJU8++SQAMTExvPTSS3zyySc899xzPPDAAxZjGo1Ghg0bRufOnfn888/JysoiLi6OhIQEc52nn36a2NhY1q5dS3p6OgD5+flkZGQQHR3NkiVLzHV79+7Nxo0b2b9/v3kOdwtti4uIiMgtM3/+fBYvXoyXlxeRkZFW5SUlJZw/f55Ro0aZg2WrqKgooGXL/Ify8/OprKwkJCQEgPr6evz9/YmIiLCo98tf/pLm5mZOnDhh8fz69escPXqU0NBQALKzs4GWQPpDPXv2ZPDgwZw9e5aKigoAPv30UwCmTJliUfe5557DxcXFXH430cqliIhIO7J79+7bPYU2jR8//p/u49y5cyQkJDB58mS2bdtmVe7l5cXHH3+Mi4uLVdmVK1cArLbEDQYDvr6+5tXI//iP/7A5dmuo7N27t8XznJwcqqurGT58OABJSUlMmDABb29vqz7Ky8st5mAymXBzc7NaCe3SpQt9+/YlPz/f5lzuZAqXIiIi7UhpaentnsLPKj09HWdn5zbLnZycrIJaqw8++ACAIUOGWDw3Go3mVcsfq6mpobi4mL1797Jnzx5GjRrFo48+alHHYDDQr18/evbsCYCHhwceHh5WfeXm5mIymejfvz9ubm5Ay/+9evXqZXNsb29vCgoKqKqqonv37m1+5juNwqWIiIjcMjcKljeSlpZGdnY2AwYMYOTIkebnZWVlnDx50uJs5A+988477NixA4D777+fefPmWdUxGo2MGjXqhuOXlpayfPlyAGbNmmV+XlVV1WYY7tKlC9AScO+mcKkzlyIiItKupaWlsXnzZjw9PXnjjTcstsUzMzNxdnZm8ODBNtuOGDGC//2//zeJiYl89913TJ06lYKCAnN5cXExRUVFba58Aly8eJH4+HguXbrE1KlTLYJoW682+mHZj7fx73R316cVERGRDqOhoYE33niDzZs34+3tzaZNm/Dx8bGoYzAYGDp0qM0zmgDDhg1j5MiRTJs2jbfffpva2lo2bNhgLjcajXTv3p3AwECb7QsKCpgxYwbffPMNU6ZMYc6cORblXbt2bfN9lq3P76ZVS9C2uIiISLti6xLJ3ai6upolS5aQmZlJnz59SE1NtTrb2NDQQHZ2NvHx8T+pz4cffphf/OIX/O1vfzM/MxqNBAUF4eRkHYkOHTrEsmXLqKurY86cOUydOtWqTu/evSkpKbE5XmlpKR4eHm0G3zuVwqWIiEg7Yo8b2R1dTU0Nc+fOJTc3l6FDh5KSkmJz9S8vL4+qqiqLLe3m5mb+7d/+DWdnZ959912rNteuXTOHvbq6Oo4dO8bChQut6h04cIClS5fi6OjIqlWrrF5r1CogIIDCwkKKi4stVlVra2s5ffo0wcHBf/fn7+i0LS4iIiLtysqVK8nNzSUsLIx169a1ua1sNBrx8/OzCHUODg706NEDk8nE4cOHLep/9tlnXLp0ifDwcKDll4Dq6urMryBqderUKZKTk3FycmLdunVtBkuAMWPGAPDee+9ZPP/oo4+or683v5vzbqKVSxEREWk38vLy+OKLL+jcuTPDhw9n//79VnV8fHwIDAxs8xVE8+bN4//+3//L4sWLiYmJwdfXl/z8fP7yl7/g5+dn3kY3GAw89NBDVi9rX79+PXV1dYSGhlJaWsq+ffusxggPD8fV1ZXAwEDGjRtHRkYGlZWVBAcHU1BQwK5duwgLCzMH2buJwqWIiIi0G62/jnP9+nVSUlJs1omKiqJXr158/fXXNl8t5Ofnx/bt23nnnXf49NNP+f777+nZsyeTJ09m+vTp5pXQzMxMi5+RhJZznMePHwdawqfBYLA5h127duHq6grAK6+8gq+vL3v27OHLL7/E29ub6dOnM23atLvud8UBHCoqKtq+Qy8iIiJ2dfnyZXr06HG7pyEdXHv+O9KZSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLERERuS1MJhPBwcEcO3bMqiwnJ4e5c+cSERFBaGgoMTExbNmyhfr6ept97d27lxEjRlBbW2uz/D//8z8JCgri4sWLNstLSkoICgriyJEjANTW1rJp0yZiYmIICQkhIiKC+fPnYzKZrNo2Njby4Ycf8uyzzxIWFsb48ePZuHFjm3O50znd7gmIiIjI3ef8+fMsWrSIpqYmq7Ljx4+TmJiIp6cnkydPxt3dnezsbLZu3UpeXh7r16+nUyfL9TGj0cigQYPo0qWLVX979+7liy++uOF8DAYDXbt25fHHH6e5uZmFCxeSlZVFREQEsbGxXL16lU8++YRZs2aRmppKUFCQuW1KSgoZGRmMHj2aSZMmceLECbZv305hYSHr1q3DwcHhH/yWOiaFSxEREbmlDh48yMqVK6msrLRZvmrVKrp168b27du59957AZgwYQJvvvkmO3bs4MCBAzzxxBPm+o2NjRw+fJiZM2da9XXx4kXWrFmDs7Nzm6ue0BJOhw0bRufOnfn888/JysoiLi6OhIQEc52nn36a2NhY1q5dS3p6OgD5+flkZGQQHR3NkiVLzHV79+7Nxo0b2b9/P08++eTf9wV1cNoWFxERkVtm/vz5LF68GC8vLyIjI63KS0pKOH/+PKNGjTIHy1ZRUVFAy5b5D+Xn51NZWUlISIjF88bGRpKTk/H19eVXv/pVm3O6fv06R48eJTQ0FIDs7GwAYmJiLOr17NmTwYMHc/bsWSoqKgD49NNPAZgyZYpF3eeeew4XFxdz+d1EK5ciIiLtSPqvP7jdU2jTpF1Tbl7pJs6dO0dCQgKTJ09m27ZtVuVeXl58/PHHuLi4WJVduXIFwGpL3GAw4OvrywMPPGDxfNu2bRQWFrJ9+3bef//9NueUk5NDdXU1w4cPByApKYkJEybg7e1tVbe8vNxiDiaTCTc3N6uxu3TpQt++fcnPz29z3DuVwqWIiEg78m3Opds9hZ9Veno6zs7ObZY7OTlZBbVWH3zQEryHDBli8dxoNFqtWppMJrZu3cq8efPo06fPDedkMBjo168fPXv2BMDDwwMPDw+rerm5uZhMJvr374+bmxsApaWl9OrVy2a/3t7eFBQUUFVVRffu3W84hzuJtsVFRETklrlRsLyRtLQ0srOzGTBgACNHjjQ/Lysr4+TJk+YtbYDq6mqSk5MZMmQIzz777E37thVOf6y0tJTly5cDMGvWLPPzqqoqXF1dbbZpvVxUU1Nz0zncSbRyKSIiIu1aWloamzdvxtPTkzfeeMNiWzwzMxNnZ2cGDx5sfrZ27Vq+++47Nm3adNOb2sXFxRQVFd0wXF68eJGkpCQuXbrE1KlTGTVqlLmsubm5zXatZT/exr/TKVyKiIhIu9TQ0MCaNWvIyMjA29ubDRs24OPjY1HHYDAwdOhQ8xnNgwcPsmfPHhYtWoSzs7P54s3169cB+P7776moqDBvexuNRrp3705gYKDNORQUFPDSSy9x5coVpkyZwpw5cyzKu3bt2ub7LFuf301b4qBwKSIi0q70GnTf7Z5Cu1BdXc2SJUvIzMykT58+pKamWp1tbGhoIDs7m/j4ePOzL7/8Emh592RKSopVv//2b/8G/L8b4UajkaCgIJycrCPRoUOHWLZsGXV1dcyZM4epU6da1enduzclJSU2P0NpaSkeHh42LyfdyRQuRURE2hF73Mju6Gpqapg7dy65ubkMHTqUlJQUm6t/eXl5VFVVWWxp/9u//Rtjx461qvv++++TlZXF66+/jqenJwB1dXUcO3aMhQsXWtU/cOAAS5cuxdHRkVWrVhEREWFzrgEBARQWFlJcXGyxqlpbW8vp06cJDg7+uz9/R6dwKSIiIu3KypUryc3NJSwsjN/97nd07tzZZj2j0Yifn59FqOvTp4/N2+H79u0DIDAwkN69ewMtvwRUV1dnfgVRq1OnTpGcnIyTkxOpqalWt9N/aMyYMXz88ce89957Fi9R/+ijj6ivrze/m/NuonApIiIi7UZeXh5ffPEFnTt3Zvjw4ezfv9+qjo+PD4GBgT/plveNGAwGHnroIauXta9fv566ujpCQ0MpLS01B9MfCg8Px9XVlcDAQMaNG0dGRgaVlZUEBwdTUFDArl27CAsLIzw8/B+eX0elcCkiIiLtRutZyOvXr9s8Mwktv9TTq1cvvv76a+bNm/cPj5WZmWnxM5LQco7z+PHjQEv4NBgMNtvu2rXL/AqiV155BV9fX/bs2cOXX36Jt7c306dPZ9q0aXfd74oDOFRUVLR9h15ERETs6vLly/To0eN2T0M6uPb8d3R3vXhJRERERH5WCpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIicluYTCaCg4M5duyYVVlOTg5z584lIiKC0NBQYmJi2LJlC/X19Tb72rt3LyNGjKC2thaAtLQ0goKCbP7Pli1brNqXlJQQFBTEkSNHAKitrWXTpk3ExMQQEhJCREQE8+fPx2QyWbVtbGzkww8/5NlnnyUsLIzx48ezceNG81zuNk63ewIiIiJy9zl//jyLFi2iqanJquz48eMkJibi6enJ5MmTcXd3Jzs7m61bt5KXl8f69evp1MlyfcxoNDJo0CC6dOkCwNdff42rqysvv/yyVf/9+vWzemYwGOjatSuPP/44zc3NLFy4kKysLCIiIoiNjeXq1at88sknzJo1i9TUVIKCgsxtU1JSyMjIYPTo0UyaNIkTJ06wfft2CgsLWbduHQ4ODv/s19WhKFyKiIjILXXw4EFWrlxJZWWlzfJVq1bRrVs3tm/fzr333gvAhAkTePPNN9mxYwcHDhzgiSeeMNdvbGzk8OHDzJw50/zs1KlT9OnTh7Fjx/6kORmNRoYNG0bnzp35/PPPycrKIi4ujoSEBHOdp59+mtjYWNauXUt6ejoA+fn5ZGRkEB0dzZIlS8x1e/fuzcaNG9m/fz9PPvnkT/9y7gDaFhcREZFbZv78+SxevBgvLy8iIyOtyktKSjh//jyjRo0yB8tWUVFRQMuW+Q/l5+dTWVlJSEgI0LKlfeHCBfr06fOT5nT9+nWOHj1KaGgoANnZ2QDExMRY1OvZsyeDBw/m7NmzVFRUAPDpp58CMGXKFIu6zz33HC4uLubyu4lWLkVERNqRJz8tvd1TaNP/jPP+p/s4d+4cCQkJTJ48mW3btlmVe3l58fHHH+Pi4mJVduXKFQCrLXGDwYCvry8PPPAAAKdPn6apqYm+ffsCUFdXh6OjI05OtmNPTk4O1dXVDB8+HICkpCQmTJiAt7f15y0vL7eYg8lkws3NzTx2qy5dutC3b1/y8/Pb/C7uVAqXIiIi7ciRy9dv9xR+Vunp6Tg7O7dZ7uTkZBXUWn3wwQcADBkyxOK50Wg0r1pCy5Y4wIkTJ3j22WcpKiqiU6dOPP7448ybN4+HH37Yor3BYKBfv3707NkTAA8PDzw8PKzGz83NxWQy0b9/f9zc3AAoLS2lV69eNufr7e1NQUEBVVVVdO/evc3PfKfRtriIiIjcMjcKljeSlpZGdnY2AwYMYOTIkebnZWVlnDx50rylDf8vXP5//9//R0xMDGvWrGHGjBkUFhbywgsvUFBQYNH3j8OpLaWlpSxfvhyAWbNmmZ9XVVXh6upqs03r5aKampq/45N2fFq5FBERkXYtLS2NzZs34+npyRtvvGGxLZ6ZmYmzszODBw82PwsODqZbt25MnjzZvAI5cuRIQkJCmDFjBr///e/ZunUrAMXFxRQVFd0wXF68eJGkpCQuXbrE1KlTGTVqlLmsubm5zXatZT/exr/TKVyKiIhIu9TQ0MCaNWvIyMjA29ubDRs24OPjY1HHYDAwdOhQizOaYWFhhIWFWfXn7+/PY489Rm5uLteuXaNbt24YjUa6d+9OYGCgzTkUFBTw0ksvceXKFaZMmcKcOXMsyrt27drm+yxbn99NW+KgcCkiItKuDOvR+XZPoV2orq5myZIlZGZm0qdPH1JTU63ONjY0NJCdnU18fPxP7tfT05Pm5mZqamrM4TIoKMjmZZ9Dhw6xbNky6urqmDNnDlOnTrWq07t3b0pKSmyOVVpaioeHh83LSXcyhUsREZF2xB43sju6mpoa5s6dS25uLkOHDiUlJcXm6l9eXh5VVVUWW9rNzc08//zzADZvo589e5Zu3brxL//yL9TV1XHs2DEWLlxoVe/AgQMsXboUR0dHVq1aRUREhM25BgQEUFhYSHFxscWqam1tLadPnyY4OPjv/fgd3t11CEBERETavZUrV5Kbm0tYWBjr1q1rc1vZaDTi5+dnEeocHBxwd3enoKCAQ4cOWdT/y1/+wtmzZxk7diyOjo4cP36curo68yuIWp06dYrk5GScnJxYt25dm8ESYMyYMQC89957Fs8/+ugj6uvrze/mvJto5VJERETajby8PL744gs6d+7M8OHD2b9/v1UdHx8fAgMD27zlPXfuXEwmE//5n/9JdHQ0Dz74IPn5+fzlL3+hT58+5m10g8HAQw89ZPWy9vXr11NXV0doaCilpaXs27fPaozw8HBcXV0JDAxk3LhxZGRkUFlZSXBwMAUFBezatYuwsDDCw8Pt88V0IAqXIiIi0m60/jrO9evXSUlJsVknKiqKXr168fXXXzNv3jyr8j59+rB9+3Y2b97M559/zvfff0+PHj2YPHkyzz//PPfccw/QctP8hz8jCS3nOI8fPw60hE+DwWBzDrt27TK/guiVV17B19eXPXv28OWXX+Lt7c306dOZNm3aXfe74gAOFRUVbd+hFxEREbu6fPkyPXr0uN3TkA6uPf8d6cyliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIjcFiaTieDgYI4dO2ZVlpOTw9y5c4mIiCA0NJSYmBi2bNlCfX29zb727t3LiBEjqK2tNT/77LPPmD59OiNHjmTMmDEsWrSIoqIim+1LSkoICgriyJEjANTW1rJp0yZiYmIICQkhIiKC+fPnYzKZrNo2Njby4Ycf8uyzzxIWFsb48ePZuHGjxVzuJgqXIiIicsudP3+eRYsW0dTUZFV2/PhxEhIS+Prrr5k8eTLz58+nb9++bN26lQULFthsYzQaGTRoEF26dAFg8+bNLF++nM6dOzNnzhx+/etfc+TIEWbMmMHFixet2hsMBrp27crjjz9Oc3MzCxcu5I9//CMPPfQQCxYs4LnnnuNvf/sbs2bNIjs726JtSkoKqamp9OnTh3nz5vHLX/6S7du3s2jRIpqbm+30jXUcTrd7AiIiInJ3OXjwICtXrqSystJm+apVq+jWrRvbt2/n3nvvBWDChAm8+eab7NixgwMHDvDEE0+Y6zc2NnL48GFmzpwJQGFhIX/84x8JCwsjJSUFR0dHAIKCgnjxxRfZvn07S5YssRjTaDQybNgwOnfuzOeff05WVhZxcXEkJCSY6zz99NPExsaydu1a0tPTAcjPzycjI4Po6GiLPnv37s3GjRvZv38/Tz75pB2+tY5DK5ciIiJyy8yfP5/Fixfj5eVFZGSkVXlJSQnnz59n1KhR5mDZKioqCmjZMv+h/Px8KisrCQkJASAjI4OmpiZeeuklc7AEGDx4MLNmzeLRRx+1aH/9+nWOHj1KaGgogHllMiYmxqJez549GTx4MGfPnqWiogKATz/9FIApU6ZY1H3uuedwcXExl99NtHIpIiLSjri+nnDzSrdJzfKN/3Qf586dIyEhgcmTJ7Nt2zarci8vLz7++GNcXFysyq5cuQJAp06Wa2MGgwFfX18eeOABAI4ePUrfvn3p3bs30BIem5qacHFxMa9u/lBOTg7V1dUMHz4cgKSkJCZMmIC3t7dV3fLycos5mEwm3NzczGO36tKlC3379iU/P/+G38edSOFSRESkHXE8XXC7p/CzSk9Px9nZuc1yJycnq6DW6oMPPgBgyJAhFs+NRqN51fL69esUFxcTGhrK8ePHeeutt8wBLyAggHnz5vHYY49ZtDcYDPTr14+ePXsC4OHhgYeHh9X4ubm5mEwm+vfvj5ubGwClpaX06tXL5ny9vb0pKCigqqqK7t27t/mZ7zTaFhcREZFb5kbB8kbS0tLIzs5mwIABjBw50vy8rKyMkydPmre0q6qqaGpq4ty5c8yZM4dHHnmE3/3udyQlJVFUVER8fLzVauIPw2lbSktLWb58OQCzZs0yP6+qqsLV1dVmm9bLRTU1NX//B+7AtHIpIiIi7VpaWhqbN2/G09OTN954w2JbPDMzE2dnZwYPHgxgflXRN998w9y5cy3OQg4bNoy4uDhSU1P5wx/+AEBxcTFFRUU3DJcXL14kKSmJS5cuMXXqVEaNGmUuu9Ft8NayH2/j3+kULkVERKRdamhoYM2aNWRkZODt7c2GDRvw8fGxqGMwGBg6dKj5jGbrKqKjoyMTJkywqPvwww/z2GOPkZubS01NDa6urhiNRrp3705gYKDNORQUFPDSSy9x5coVpkyZwpw5cyzKu3bt2ub7LFuf301b4qBwKSIi0q409vW/3VNoF6qrq1myZAmZmZn06dOH1NRUq7ONDQ0NZGdnEx8fb352zz330K1bN5ycnGxeCvLy8qK5uZlr166Zw2VQUBBOTtaR6NChQyxbtoy6ujrmzJnD1KlTrer07t2bkpISm5+htLQUDw8Pm/O4kylcioiItCP2uJHd0dXU1DB37lxyc3MZOnQoKSkpNlf/8vLyqKqqstjSdnBwwN/fn6NHj1JaWmp14/vChQu4urri6elJXV0dx44dY+HChVZ9HzhwgKVLl+Lo6MiqVauIiIiwOdeAgAAKCwspLi62WFWtra3l9OnTBAcH/6NfQ4d1dx0CEBERkXZv5cqV5ObmEhYWxrp169rcVjYajfj5+VltlT/11FM0NzezefNmi+eZmZmcOHGCiIgIOnXqxPHjx6mrqzO/gqjVqVOnSE5OxsnJiXXr1rUZLAHGjBkDwHvvvWfx/KOPPqK+vt78bs67iVYuRUREpN3Iy8vjiy++oHPnzgwfPpz9+/db1fHx8SEwMLDNW95jxozhr3/9K3v27OHKlSuMHDmSCxcu8F//9V/06NHD/Ks7BoOBhx56yOpl7evXr6euro7Q0FBKS0vZt2+f1Rjh4eG4uroSGBjIuHHjyMjIoLKykuDgYAoKCti1axdhYWGEh4fb54vpQBQuRUREpN1o/XWc69evk5KSYrNOVFQUvXr14uuvv2bevHk266xcuZKdO3eye/dufv/739O9e3eefPJJ4uPjzWEyMzPT4mckoeUc5/Hjx4GW8GkwGGz2v2vXLvPloVdeeQVfX1/27NnDl19+ibe3N9OnT2fatGk4ODj83d9BR+dQUVFx9/2iuoiIyG1y+fJlevTocbunIR1ce/470plLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbp9s9AREREbk7mUwmZs6cydtvv82QIUMsynJycti2bRsmk4na2lp69erF//pf/4u4uDicnZ2t+tq7dy+rVq1i//79jBw58qZjZ2dnW/y7pKSEp556irfffpthw4ZRW1vLH//4R/bv38+lS5dwdXUlMDCQGTNmEBAQYNG2sbGR9PR0du3axaVLl/D09OR//a//xfTp0+nSpcs/8M10bAqXIiIicsudP3+eRYsW0dTUZFV2/PhxEhMT8fT0ZPLkybi7u5Odnc3WrVvJy8tj/fr1dOpkuflqNBoZNGgQXbp04bXXXrM55uHDh9m3bx+/+tWvrMoMBgNdu3bl8ccfp7m5mYULF5KVlUVERASxsbFcvXqVTz75hFmzZpGamkpQUJC5bUpKChkZGYwePZpJkyZx4sQJtm/fTmFhIevWrcPBweGf/LY6FoVLERERuaUOHjzIypUrqaystFm+atUqunXrxvbt27n33nsBmDBhAm+++SY7duzgwIEDPPHEE+b6jY2NHD58mJkzZwIwduxYqz5LSkr4/e9/zwMPPMDy5cutyo1GI8OGDaNz5858/vnnZGVlERcXR0JCgrnO008/TWxsLGvXriU9PR2A/Px8MjIyiI6OZsmSJea6vXv3ZuPGjezfv58nn3zyH/iWOi6duRQREZFbZv78+SxevBgvLy8iIyOtyktKSjh//jyjRo0yB8tWUVFRQMuW+Q/l5+dTWVlJSEhIm+OmpKTw3Xff8corr9CtWzeLsuvXr3P06FFCQ0OB/7dlHhMTY1GvZ8+eDB48mLNnz1JRUQHAp59+CsCUKVMs6j733HO4uLiYy+8mWrkUERFpR2qOzrvdU2iT69DUf7qPc+fOkZCQwOTJk9m2bZtVuZeXFx9//DEuLi5WZVeuXAGw2hI3GAz4+vrywAMP2BwzOzubr776irFjxzJ48GCr8pycHKqrqxk+fDgASUlJTJgwAW9vb6u65eXlFnMwmUy4ublZjd2lSxf69u1Lfn6+zTndyRQuRURE2pGmysLbPYWfVXp6us0LOa2cnJzaDIkffPABgNXlH6PReMNVy40bN+Lk5ER8fLzNcoPBQL9+/ejZsycAHh4eeHh4WNXLzc3FZDLRv39/3NzcACgtLaVXr142+/X29qagoICqqiq6d+/e5vzuNNoWFxERkVvmRsHyRtLS0sjOzmbAgAEWt8HLyso4efKkeUv7x3JzcykoKGDs2LFthsCbhVNoCZGtZzVnzZplfl5VVYWrq6vNNq03xWtqam7Y951G4VJERETatbS0NDZv3oynpydvvPGGxbZ4ZmYmzs7ONre7Af7rv/4LgKlTp9osLy4upqio6Ibh8uLFi8THx3Pp0iWmTp3KqFGjzGXNzc1ttmst+/E2/p1O2+IiIiLSLjU0NLBmzRoyMjLw9vZmw4YN+Pj4WNQxGAwMHTrU5hnN69evYzAYeOSRR/jFL35hcwyj0Uj37t0JDAy0WV5QUMBLL73ElStXmDJlCnPmzLEo79q1K7W1tTbbtj6/m7bEQeFSRESkXenkNuB2T6FdqK6uZsmSJWRmZtKnTx9SU1OttrUbGhrIzs5u8yzl0aNHuXbtms1b6a2MRiNBQUE4OVlHokOHDrFs2TLq6uqYM2eOzdXP3r17U1JSYrPv0tJSPDw8bAbfO5nCpYiISDtijxvZHV1NTQ1z584lNzeXoUOHkpKSYnP1Ly8vj6qqqja3tFtfWRQcHGyzvK6ujmPHjrFw4UKrsgMHDrB06VIcHR1ZtWoVERERNvsICAigsLCQ4uJii1XV2tpaTp8+3ebYd7K76xCAiIiItHsrV64kNzeXsLAw1q1b1+a2stFoxM/Pz2qrvNXf/vY3XF1d29wSP378OHV1deZXELU6deoUycnJODk5sW7dujaDJcCYMWMAeO+99yyef/TRR9TX15vfzXk30cqliIiItBt5eXl88cUXdO7cmeHDh7N//36rOj4+PgQGBt70lndRURE9e/Zs80KNwWDgoYcesnpZ+/r166mrqyM0NJTS0lL27dtn1TY8PNz8e+Pjxo0jIyODyspKgoODKSgoYNeuXYSFhREeHv73fQF3AIVLERERaTdafx3n+vXrpKSk2KwTFRVFr169+Prrr5k3b16bfV29epX+/fu3WZ6ZmWnxM5LQco7z+PHjQEv4NBgMNtvu2rXL/AqiV155BV9fX/bs2cOXX36Jt7c306dPZ9q0aXfd74oDOFRUVLR9h15ERETs6vLly/To0eN2T0M6uPb8d6QzlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIicluYTCaCg4M5duyYVVlOTg5z584lIiKC0NBQYmJi2LJlC/X19Tb72rt3LyNGjKC2thaAsrIyVqxYwdixYwkJCeHXv/4177zzTpvtS0pKCAoK4siRIwDU1tayadMmYmJiCAkJISIigvnz52MymazaNjY28uGHH/Lss88SFhbG+PHj2bhxo3kudxun2z0BERERufucP3+eRYsW0dTUZFV2/PhxEhMT8fT0ZPLkybi7u5Odnc3WrVvJy8tj/fr1dOpkuT5mNBoZNGgQXbp0oaqqipkzZ1JSUsLTTz/NQw89xNGjR3n33Xf529/+xrp166zGNBgMdO3alccff5zm5mYWLlxIVlYWERERxMbGcvXqVT755BNmzZpFamoqQUFB5rYpKSlkZGQwevRoJk2axIkTJ9i+fTuFhYWsW7cOBwcH+3+B7ZjCpYiIiNxSBw8eZOXKlVRWVtosX7VqFd26dWP79u3ce++9AEyYMIE333yTHTt2cODAAZ544glz/cbGRg4fPszMmTMB2L17NxcvXiQxMZFp06YBEBMTw4oVK9izZw+ZmZkMHz7cYkyj0ciwYcPo3Lkzn3/+OVlZWcTFxZGQkGCu8/TTTxMbG8vatWtJT08HID8/n4yMDKKjo1myZIm5bu/evdm4cSP79+/nySeftMO31nEoXIqIiLQjW/7y+u2eQptmRS3/p/uYP38+BoOBX/ziFwQHB/PFF19YlJeUlHD+/Hmeeuopc7BsFRUVxY4dO8jJybEIl/n5+VRWVhISEgK0rIoCjBgxwqJ9eHg4e/bs4eTJkxbh8vr16xw9epR58+YBkJ2dDbQE0h/q2bMngwcP5ssvv6SiogIPDw8+/fRTAKZMmWJR97nnniMtLY1PP/1U4VJERERun28un77dU/hZnTt3joSEBCZPnsy2bdusyr28vPj4449xcXGxKrty5QqA1Za4wWDA19eXBx54AAA/Pz8Azpw5Q9++fc31ioqKAOjRo4dF+5ycHKqrq82BMykpiQkTJuDt7W01h/Lycos5mEwm3NzczGO36tKlC3379iU/P7+Nb+LOpXApIiIit0x6ejrOzs5tljs5OVkFtVYffPABAEOGDLF4bjQazauWAL/+9a85cOAAqampuLi40L9/f3Jzc0lLS6Nv376MHj3aor3BYKBfv3707NkTAA8PDzw8PKzGz83NxWQy0b9/f9zc3AAoLS2lV69eNufr7e1NQUEBVVVVdO/evc3PfKfRbXERERG5ZW4ULG8kLS2N7OxsBgwYwMiRI83Py8rKOHnyJKGhoeZnXbt2JT4+nubmZn7zm98wfvx4li9fjpeXFxs2bKBLly4Wff84nNpSWlrK8uUtxwJmzZplfl5VVYWrq6vNNq3j1NTU/H0ftoNTuBQREZF2LS0tjc2bN+Pp6ckbb7xhsS2emZmJs7MzgwcPNj/77LPPSExMpLm5mblz57JmzRpmzpzJ5cuXmTVrFiUlJea6xcXFFBUV3TBcXrx4kfj4eC5dusTUqVMZNWqUuay5ubnNdq1lP97Gv9NpW1xERKQdub9H35tXuks0NDSwZs0aMjIy8Pb2ZsOGDfj4+FjUMRgMDB061OKM5ltvvYWLiwtbt2411x81ahRDhw4lPj6eN998k9/97ndAy6pl9+7dCQwMtDmHgoICXnrpJa5cucKUKVOYM2eORXnXrl3bfJ9l6/O7aUscFC5FRETaFXvcyL4TVFdXs2TJEjIzM+nTpw+pqalWZxsbGhrIzs4mPj7e/KyiooLS0lJCQ0OtgujgwYPx8/MzvygdWsJlUFAQTk7WkejQoUMsW7aMuro65syZw9SpU63q9O7d22Il9IdKS0vx8PCweTnpTnZ3rdOKiIhIu1dTU8PcuXPJzMxk6NChbN261ealmby8PKqqqiy2tJ2cnHBwcLD5cnZoeSdm63Z1XV0dx44dsziv2erAgQO8/PLLNDU1sWrVKpvBEiAgIICrV69SXFxs8by2tpbTp0+3uSJ6J1O4FBERkXZl5cqV5ObmEhYWxrp169rcVjYajfj5+VmsUHbv3p2BAwdy5MgRTp06ZVE/MzOTb775hl/+8pdAyy8B1dXVWb1Q/dSpUyQnJ+Pk5MS6deuIiIhoc65jxowB4L333rN4/tFHH1FfX09UVNRP/+B3CG2Li4iISLuRl5fHF198QefOnRk+fDj79++3quPj40NgYGCbt7wXLVrErFmzmDVrFjExMfj6+nLq1Cl27dqFl5eX+dykwWDgoYcesnpZ+/r166mrqyM0NJTS0lL27dtnNUZ4eDiurq4EBgYybtw4MjIyqKysJDg4mIKCAnbt2kVYWBjh4eH2+WI6EIVLERERaTdafx3n+vXrpKSk2KwTFRVFr169+Prrr82/qvND/fr147333uMPf/gDn376Kd999x1eXl5ERUXxwgsvmF+inpmZafFLP9ByjvP48eNAS/g0GAw257Br1y7zK4heeeUVfH192bNnD19++SXe3t5Mnz6dadOm3XW/Kw7gUFFR0fYdehEREbGry5cvW/1CjMjfqz3/HenMpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiNwWJpOJ4OBgjh07ZlWWk5PD3LlziYiIIDQ0lJiYGLZs2UJ9fb3Nvvbu3cuIESOora0F4NtvvyU5OZnIyEhGjRpFXFwc+/bta3MuJSUlBAUFceTIEQBqa2vZtGkTMTExhISEEBERwfz58zGZTFZtGxsb+fDDD3n22WcJCwtj/PjxbNy40TyXu43T7Z6AiIiI3H3Onz/PokWLaGpqsio7fvw4iYmJeHp6MnnyZNzd3cnOzmbr1q3k5eWxfv16OnWyXB8zGo0MGjSILl26cOnSJZ5//nmuXr1KVFQU/v7+HD9+nOTkZAoLC5k/f77VmAaDga5du/L444/T3NzMwoULycrKIiIigtjYWK5evconn3zCrFmzSE1NJSgoyNw2JSWFjIwMRo8ezaRJkzhx4gTbt2+nsLCQdevW4eDgYP8vsB1TuBQREZFb6uDBg6xcuZLKykqb5atWraJbt25s376de++9F4AJEybw5ptvsmPHDg4cOMATTzxhrt/Y2Mjhw4eZOXMmAOvWraO8vJyXX36ZZ555xty+V69e/OlPf2LUqFEMHjzYYkyj0ciwYcPo3Lkzn3/+OVlZWcTFxZGQkGCu8/TTTxMbG8vatWtJT08HID8/n4yMDKKjo1myZIm5bu/evdm4cSP79+/nySeftMO31nFoW1xERERumfnz57N48WK8vLyIjIy0Ki8pKeH8+fOMGjXKHCxbRUVFAS1b5j+Un59PZWUlISEhXL9+HYPBwP333090dLRFveeffx6AjIwMi+fXr1/n6NGjhIaGApCdnQ1ATEyMRb2ePXsyePBgzp49S0VFBQCffvopAFOmTLGo+9xzz+Hi4mIuv5to5VJERKQd2b179+2eQpvGjx//T/dx7tw5EhISmDx5Mtu2bbMq9/Ly4uOPP8bFxcWq7MqVKwBWW+IGgwFfX18eeOABLl++TF1dHf369bPajr7nnnv4l3/5FwoK/n/27j2syiu///4bOQjiiIISdPtoIjMNQWuDovEQ1KkWY0QdDMYZcnA8tAZsg4xRQ5LJNBpkAlHQaBIUZjQ1P8L8tMRUnYbxkHa6NwcRhGIyEqhKHwkCKkXkIKfnDy7243ZvzMEd3XQ+r+uayytrfde91t7lj0/Xuu97f27RXlRURFNTE1OnTgXgH/7hH4iIiMDX19dqDVevXrVYQ2lpKYMGDWLUqFEWde7u7vj7+3P27Nk7fR3/KylcioiIOJCampr7vYTvVWZmJm5ubr32u7i4WAW1Hh9++CEAEydOtGg3mUxMmzYNAA8PDwBu3LhhNb6jo4Pr169bPWhjNBr54Q9/yAMPPADA4MGDGTx4sNX44uJiSktL+dGPfsSgQYOA7v97+fn52Vyvr68vn3/+OY2NjQwcOLC3j/y/jo7FRURE5J65U7C8k/T0dPLz8wkICGDGjBnm9rq6OsrKysxH2gMHDsTf35/i4mK++uori2t89tlntLe309raatF+azjtTU1NDa+//joAf/d3f2dub2xsNAfa27m7uwPQ3Nz8DT/l/w4KlyIiIuLQ0tPTSU1Nxdvbm4SEBItj8ZycHNzc3Cwe0Pm7v/s7WltbiYmJIScnh6qqKo4ePUpCQgKDBg3CxeX/P7i9dOkSFy9evGO4rKqqIioqiq+++opnn32WmTNnmvu6urp6HdfTd/sx/v92OhYXERERh9Te3k5SUhJZWVn4+vryzjvvYDAYLGqMRiPBwcEW92j++Mc/5pe//CUpKSnExMQA4OXlRUxMDNnZ2VRUVJhrTSYTAwcOZPz48TbX8Pnnn7Nu3TquXLnCM888w4svvmjRP2DAgF7fZ9nT/ud0JA4KlyIiIg7F1kMkf46ampqIi4sjJyeHMWPGkJKSYnVvY3t7O/n5+URFRVmNX7BgAaGhoXz55Zf069ePH/7wh7i5ubFnzx5GjhxprjOZTEyePNliN7PHv/3bv/HLX/6S1tZWXnzxRZ599lmrmhEjRnD58mWbn6GmpobBgwfbfDjpfzOFSxEREQdijyey+7rm5mZiYmIoLi4mODiYxMREm7t/JSUlNDY2Wh1pG41GGhoamDdvHuPGjTO3/9d//RfV1dXmVxq1trZy+vRp1q9fb3XtEydO8Oqrr+Ls7MyWLVuYPXu2zbWOGzeOP/3pT1y6dMliV7WlpYWKigqmTJnynb6DvuzP6yYAERERcXjx8fEUFxcTEhLC9u3bez1WNplMjB492uqo/A9/+ANvvPEGlZWV5ra2tjZ27NhB//79ze+vLCwspLW11fwKoh5ffvklv/rVr3BxcWH79u29BkuAJ554AoAPPvjAov2jjz7i5s2b5iD750Q7lyIiIuIwSkpKyM7OxtXVlalTp3Ls2DGrGoPBwPjx43t9yvu5557j5MmT/MM//ANLlizB3d2d3//+95SWlvLqq6+aX85uNBr5i7/4C6uXte/YsYPW1lamT59OTU2Nzd8knzVrFh4eHowfP56wsDCysrJoaGhgypQpfP7553z88ceEhIQwa9Ys+3wxfYjCpYiIiDiMnl/HaWtrIzEx0WbN/Pnz8fPzo7y8nLVr11r1+/v7895775Gamsq+ffvo7OzkL/7iL9ixYwePPfaYuS4nJ8fiZySh+z7OwsJCoDt8Go1Gm2v4+OOPza8geuWVVxg5ciT/8i//wr//+7/j6+vLihUrWLZs2Z/d74oDONXX1/f+DL2IiIjYVW1tLcOGDbvfy5A+zpH/jnTPpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiI3BelpaVMmTKF06dPW/UVFRURExPD7NmzmT59Ok899RS7d+/m5s2bNq919OhRHn/8cVpaWqz6qqqqmDlzJocPH7Y5tr6+nqSkJBYuXEhISAiRkZF88sknva67qKiIyZMnc+nSJYvxixYtYtq0aYSGhhIXF8eFCxesxra0tJCamsrixYsJCQkhIiKC/fv309HR0et8fY3L/V6AiIiI/PmprKxkw4YNdHZ2WvUVFhayZs0avL29iYyMxMvLi/z8fNLS0igpKWHHjh3062e5P2YymQgKCsLd3d2i/erVq8TGxtLc3GxzHc3Nzbz44ouUl5cTERHBgw8+yPHjx3nzzTe5cuUKy5cvtxpjMpkYNWoUBoOB1tZWoqKiOH/+PGFhYQQGBlJVVcXBgwfJzc0lLS0Nf39/ADo7O3n55ZfJyclhwYIFjB07lry8PHbs2EFlZSWvvPLKd/06HYrCpYiIiNxTJ0+eJD4+noaGBpv9W7ZswdPTk3379jF06FAAIiIiSE5OJiMjgxMnTjBnzhxzfUdHB7m5uaxatcriOkVFRbz++utcvny517X87ne/409/+hNvvvkmoaGhAISHh7N27VrS0tJ48skneeCBByzGGI1Gpk2bBkBGRgYVFRXExcURHh5urpkzZw7Lly9n586dJCcnA3D8+HFMJhNr1qxh2bJl5rkSEhLIyspi4cKFjBs37ht9h45Mx+IiIiJyz8TGxrJx40Z8fHzMYe5Wly9fprKykpkzZ5qDZY/58+cD3aHxVmfPnqWhocEc+AASExNZvXo1XV1dFqHvdkePHsXX19diLU5OTjz33HO0tbXxr//6rxb1tbW1lJeXM336dADy8vJwdXVl4cKFFnUBAQGMGTOGwsJCc9uRI0dwdXXl6aeftqh9/vnnAXo9tu9rtHMpIiLiQDJ/8uH9XkKvln78zF1f48KFC0RHRxMZGcnevXut+n18fDhw4AD9+/e36rty5QqA1ZG40Whk5MiRjBo1ytz25Zdf8uyzz7JixQo+++wzsrKyrK7X2NjIhQsXmDVrllVfzw7i2bNnreby8PAgKCgIgM2bN3P16lWcnZ0t6rq6urh27ZrFWktLS/H398fDw8Oi1mAwMGTIEKu5+iqFSxEREQdSXfTV/V7C9yozMxM3N7de+11cXCxC4q0+/LA7eE+cONGi3WQyWexaAuzateuO8wDU1NTQ1dVldewN4O7uzqBBg6iqqrKaKzg42HztoUOHWu2wAnz66afU1dUxY8YMoPtBnoaGBnMovZ2vr6/VXH2VjsVFRETknvm6wNeb9PR08vPzCQgIMAc2gLq6OsrKyszH1N9mnsbGRgAGDBhgs9/d3d3iQaD29nZOnTplFWRvV1FRQVJSEs7OzqxcufI7zdWXKVyKiIiIQ0tPTyc1NRVvb28SEhIsjppzcnJwc3NjwoQJ3/n6XV1dvbbfetx95swZbty4ccdwee7cOaKjo7l+/Trr1q3jkUcesZjjm87VlylcioiIiENqb28nISGB1NRUfH19ee+99zAYDBY1RqOR4OBgm/dofp2eXURb78bsaR84cKD5v00mEw899BDDhw+3WW80GnnhhReor69n3bp1REREfKu5PD09v/VncES651JERMSB+AXZDi5/bpqamoiLiyMnJ4cxY8aQkpKCn5+fRU17ezv5+flERUV9pzlGjBiBk5MTNTU1Vn3Nzc1cv34dX19fc5vRaLQ6fu9x8OBB3n77bfr168emTZuYO3euRb+npyeDBw+2ORd03//ZW2jtaxQuRUREHIg9nsju65qbm4mJiaG4uJjg4GASExMtdhB7lJSU0NjY+LX3QPZmwIABPPjgg3z++edWfaWlpQCMHz8egOrqas6fP8/69eutajMyMkhOTmbQoEEkJib2ekQ/duxYCgoKaGlpsXjZ+6VLl6ivr7cKpH2VjsVFRETEocTHx1NcXExISAjbt2+3GSyh+5h69OjRVkfl38a8efP46quvyM7ONrd1dXWxf/9+3NzczO+/NBqNeHp68uijj1qMz8nJISUlBS8vL1JTU+947+cTTzxBa2srmZmZFu0ffPABAGFhYd/5czgS7VyKiIiIwygpKSE7OxtXV1emTp3KsWPHrGoMBgPjx4+3+Qqib+unP/0pv//973njjTf405/+xKhRozh27Bj5+fm8+OKL5tcMmUwmJk2ahIuLZXTatm0bXV1dhISEUFZWRllZmdUc8+bNAyA0NJRDhw7x7rvvUlVVRWBgILm5uRw/fpwlS5bw8MMP39VncRQKlyIiIuIw8vPzAWhrayMxMdFmzfz58/Hz86O8vJy1a9fe1Xzu7u68//77vPvuuxw9epQbN24wevRo/vEf/5Enn3zSvJaCggJiY2MtxlZXV3Px4kWg+9d1evuFnZ5w6eTkxNatW9mzZw/Z2dkcOXKEESNGEBsby9KlS+/qczgSp/r6etvPxIuIiIjd1dbWMmzYsPu9DOnjHPnvSPdcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIjIfVFaWsqUKVM4ffq0VV9RURExMTHMnj2b6dOn89RTT7F7925u3rxp81pHjx7l8ccfp6WlxaqvqqqKmTNncvjw4TuuJzY2lhdeeOGONdHR0fzqV78y//e//du/sXr1ambNmsXjjz/Oz372MzIzM+ns7LQaW1JSwpo1a5g9ezZ//dd/zbp16/iv//qvO87XFylcioiIyD1XWVnJhg0bbIawwsJCoqOjKS8vJzIyktjYWPz9/UlLS+MXv/iFzTEmk4mgoCDc3d0t2q9evUpsbCzNzc13XM+OHTswGo13rGlqaqK4uJhp06YB8Pvf/57169dz9epVli9fzj/8wz8wePBgtm7dSnx8vNVnioqK4vLly/z85z9n2bJlfP7556xcuZILFy7ccd6+xuV+L0BERET+vJw8eZL4+HgaGhps9m/ZsgVPT0/27dvH0KFDAYiIiCA5OZmMjAxOnDjBnDlzzPUdHR3k5uayatUqi+sUFRXx+uuvc/ny5V7XUl9fT0JCAidPnvzadefl5dHZ2cmUKVO4efMmiYmJjBw5kn/6p38yh9qlS5eyceNG/uVf/oWnnnqKwMBAurq6SExMxMvLi/T0dLy8vACYPXs2P/vZz0hJSSElJeVr5+8rtHMpIiIi90xsbCwbN27Ex8eH0NBQq/7Lly9TWVnJzJkzzcGyx/z584Hu0Hirs2fP0tDQYN5RBEhMTGT16tV0dXURHh5ucy15eXksXryYf//3f+dv//Zvv3btOTk5jB07Fi8vL0pLS7lx4wbz58+32i2dN28e0L1bCfD555/zX//1X4SFhZmDJcDIkSOZPXs2ubm51NXVfe38fYV2LkVERBzI3xyuud9L6NUfwnzv+hoXLlwgOjqayMhI9u7da9Xv4+PDgQMH6N+/v1XflStXAOjXz3JvzGg0MnLkSEaNGmVu+/LLL3n22WdZsWIFn332GVlZWVbXO3/+PIGBgfz93/89AQEB7Nmz545rN5lM5qA6btw4fve73/GDH/zAqu7q1asW6ywtLQXgL//yL61qx40bx9GjR/n888+ZMWPGHefvKxQuRUREHMip2rb7vYTvVWZmJm5ubr32u7i4WITEW3344YcATJw40aLdZDJZ7FoC7Nq1647zACxevJif/vSn32TZfPnll9TU1DB9+nQA3NzcePDBB63q2tvbyczMtFhnz7H8Aw88YFXv69sd2Kuqqr7ROvoCHYuLiIjIPfN1ga836enp5OfnExAQYLHDV1dXR1lZmTn0fZt5vs1aTCYTPj4+PPzww3ese+uttzh//jyzZs0y1964cQOAAQMGWNX3HKl/3QNHfYl2LkVERMShpaenk5qaire3NwkJCRbH4jk5Obi5uTFhwoTvdQ09u6NOTk42+zs7O3nrrbc4dOgQo0eP5tVXXzX3dXV1Wfx7q56224/6+zKFSxEREXFI7e3tJCUlkZWVha+vL++88w4Gg8Gixmg0EhwcbPMeTXtpbGykpKSEJUuW2Oxvbm7ml7/8Jf/+7//OmDFj2Llzp8WDOz07lrbewdnTNnDgwO9h5feHwqWIiIgDmTTM9X4vwSE0NTURFxdHTk4OY8aMISUlBT8/P4ua9vZ28vPziYqK+l7XkpubC8CUKVOs+urq6vjFL37Bn/70J4KCgkhKSmLQoEEWNSNGjACgpqaGH/3oRxZ9NTXdD3DZuh+zr1K4FBERcSD2eCK7r2tubiYmJobi4mKCg4NJTEy0ubNXUlJCY2Oj1cM89paTk8P48eOt1nDlyhWioqK4ePEioaGh/OpXv8LV1fr/ORg3bhzQ/cqk2+8NLS0txcnJyVzzv8H/ngN+ERER+V8hPj6e4uJiQkJC2L59e69HxiaTidGjR1sdldtTV1cXOTk5VgG2o6ODl19+mYsXL7J48WI2b95sM1gCBAYGMnr0aA4dOsT//M//mNv/3//3/+XEiROEhIQwePDg7+0z3GvauRQRERGHUVJSQnZ2Nq6urkydOpVjx45Z1RgMBsaPH2/zFUT2du7cOerq6qzmOXbsGMXFxQwaNIhx48bxr//6r1Zjf/jDH5qPwdevX09MTAwrV65kyZIl3Lx5k4yMDPr3788//MM/fK+f4V5TuBQRERGHkZ+fD0BbWxuJiYk2a+bPn4+fnx/l5eWsXbv2e12PyWTC19fX6l7JnnU2NDSwadMmm2NXrVplHjd58mTeeecddu/ezc6dO/Hw8OCv/uqviI6OZvTo0d/rZ7jXnOrr662fixcREZHvRW1tLcOGDbvfy5A+zpH/jnTPpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiNwXpaWlTJkyhdOnT1v1FRUVERMTw+zZs5k+fTpPPfUUu3fv5ubNmzavdfToUR5//HFaWlqs+qqqqpg5cyaHDx+2Oba8vJyXX36Z0NBQpk2bxqJFi9i2bRuNjY0264uKipg8eTKXLl0CoL6+nqSkJBYtWsS0adMIDQ0lLi6OCxcuWI1taWkhNTWVxYsXExISQkREBPv376ejo6O3r6nPcbnfCxAREZE/P5WVlWzYsIHOzk6rvsLCQtasWYO3tzeRkZF4eXmRn59PWloaJSUl7Nixg379LPfHTCYTQUFBuLu7W7RfvXqV2NhYmpubba7j4sWLrFy5EmdnZyIiIvDz8+M///M/+d3vfkdBQQHp6el4eHhYzTVq1CgMBgOtra1ERUVx/vx5wsLCCAwMpKqqioMHD5Kbm0taWhr+/v4AdHZ28vLLL5OTk8OCBQsYO3YseXl57Nixg8rKSl555ZW7+UodhsKliIiI3FMnT54kPj6ehoYGm/1btmzB09OTffv2MXToUAAiIiJITk4mIyODEydOMGfOHHN9R0cHubm5rFq1yuI6RUVFvP7661y+fLnXtbz99tu0tbXxm9/8xhwCFy9eTEBAAFu3buXAgQM899xzFmOMRiPTpk0DICMjg4qKCuLi4ggPDzfXzJkzh+XLl7Nz506Sk5MBOH78OCaTiTVr1rBs2TIAwsPDSUhIICsri4ULFzJu3Lhv9B06Mh2Li4iIyD0TGxvLxo0b8fHxITQ01Kr/8uXLVFZWMnPmTHOw7DF//nygOzTe6uzZszQ0NJgDH0BiYiKrV6+mq6vLIvTdqq2tjTNnzvDoo4+ag2WPJ598EujeRb1VbW0t5eXlTJ8+HYC8vDxcXV1ZuHChRV1AQABjxoyxGH/kyBFcXV15+umnLWqff/55gF6P7fsa7VyKiIg4EI9N0fd7Cb1qfv3du77GhQsXiI6OJjIykr1791r1+/j4cODAAfr372/Vd+XKFQCrI3Gj0cjIkSMZNWqUue3LL7/k2WefZcWKFXz22WdkZWVZXc/Z2ZmPPvqIrq4uq76rV6+aa26fy8PDg6CgIAA2b97M1atXreq6urq4du2axVpLS0vx9/e3OmY3GAwMGTKEs2fPWq2jL1K4FBERcSDOFZ/f7yV8rzIzM3Fzc+u138XFxSIk3urDDz8EYOLEiRbtJpPJYtcSYNeuXXecB7pDqsFgsNm3f//+XucKDg42X3vo0KFWO6wAn376KXV1dcyYMQPofpCnoaHBHEpv5+vrS1VV1R3X21foWFxERETuma8LfL1JT08nPz+fgIAAc2ADqKuro6yszHxMfbfzQPeT54cOHeKBBx5g0aJF5vb29nZOnTplFWRvV1FRQVJSEs7OzqxcuRLA/OT5gAEDbI5xd3fv9aGjvkbhUkRERBxaeno6qampeHt7k5CQYHHUnJOTg5ubGxMmTLDLXIcPH2bz5s14eHjw1ltvWYTBM2fOcOPGjTuGy3PnzhEdHc3169dZt24djzzyCID56N3WEXxP++1H632VjsVFRETEIbW3t5OUlERWVha+vr688847VsfYRqOR4OBgm/dofls9IXbgwIFs27aNwMBAi36TycRDDz3E8OHDbY43Go289tprNDU1sW7dOiIiIsx9PSHV1ns4e9o9PT3v+jM4AoVLERERB9LhH/j1RX8GmpqaiIuLIycnhzFjxpCSkoKfn59FTXt7O/n5+URFRd3VXO3t7WzZsoXDhw/j6+tLcnIyP/rRj6zqjEaj1fF7j4MHD/L222/Tr18/Nm3axNy5cy36PT09GTx4MDU1NTbH19TU9Bpa+xqFSxEREQdijyey+7rm5mZiYmIoLi4mODiYxMREBg4caFVXUlJCY2Pj194DeScdHR289tprnDhxgh/+8IekpKTg6+trVVddXc358+dZv369VV9GRgbJyckMGjSIxMTEXo/ox44dS0FBAS0tLRYve7906RL19fVWgbSv0j2XIiIi4lDi4+MpLi4mJCSE7du32wyW0H1MPXr06F6f+P4mUlNTOXHiBGPHjmX37t02gyV071p6enry6KOPWrTn5OSQkpKCl5cXqampd7z384knnqC1tZXMzEyL9g8++ACAsLCw7/w5HIl2LkVERMRhlJSUkJ2djaurK1OnTuXYsWNWNQaDgfHjx9t8BdG3UV1dzT/90z/h5OTErFmz+OMf/2hV4+3tzWOPPYbJZGLSpEm4uFhGp23bttHV1UVISAhlZWWUlZVZXWPevHkAhIaGcujQId59912qqqoIDAwkNzeX48ePs2TJEh5++OHv/FkcicKliIiIOIz8/Hyg+9dzEhMTbdbMnz8fPz8/ysvLWbt27Xee6/Tp03R0dADd78W0ZcKECUyYMIGCggJiY2Mt+qqrq7l48SLQ/ZR5b7+w0xMunZyc2Lp1K3v27CE7O5sjR44wYsQIYmNjWbp06Xf+HI7Gqb6+3vYz8SIiImJ3tbW1DBs27H4vQ/o4R/470j2XIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiJyX5SWljJlyhROnz5t1VdUVERMTAyzZ89m+vTpPPXUU+zevZubN2/avNbRo0d5/PHHaWlpseqrqqpi5syZHD582ObYS5cu8ctf/pKwsDBmzJjBihUr+MMf/tDruouKipg8eTKXLl0CoL6+nqSkJBYtWsS0adMIDQ0lLi6OCxcuWI1taWkhNTWVxYsXExISQkREBPv376ejo6PX+foal/u9ABEREfnzU1lZyYYNG+js7LTqKywsZM2aNXh7exMZGYmXlxf5+fmkpaVRUlLCjh076NfPcn/MZDIRFBSEu7u7RfvVq1eJjY2lubnZ5jouX77MypUraWtrY+nSpXh7e5Odnc2rr75KdXU1zz33nNUYk8nEqFGjMBgMtLa2EhUVxfnz5wkLCyMwMJCqqioOHjxIbm4uaWlp+Pv7A9DZ2cnLL79MTk4OCxYsYOzYseTl5bFjxw4qKyt55ZVXvuvX6VAULkVEROSeOnnyJPHx8TQ0NNjs37JlC56enuzbt4+hQ4cCEBERQXJyMhkZGZw4cYI5c+aY6zs6OsjNzWXVqlUW1ykqKuL111/n8uXLva7lvffe49q1a6SnpzNu3DgAwsPD+fnPf86ePXsIDw9n4MCBFmOMRiPTpk0DICMjg4qKCuLi4ggPDzfXzJkzh+XLl7Nz506Sk5MBOH78OCaTiTVr1rBs2TLzXAkJCWRlZbFw4ULzGvoyHYuLiIjIPRMbG8vGjRvx8fEhNDTUqv/y5ctUVlYyc+ZMc7DsMX/+fKA7NN7q7NmzNDQ0mAMfQGJiIqtXr6arq8si9N3OycmJadOmWYQ6Z2dngoODaWlp4eLFixb1tbW1lJeXM336dADy8vJwdXVl4cKFFnUBAQGMGTOGwsJCc9uRI0dwdXXl6aeftqh9/vnnAXo9tu9rtHMpIiLiQJoL1t7vJfTKIzjlrq9x4cIFoqOjiYyMZO/evVb9Pj4+HDhwgP79+1v1XblyBcDqSNxoNDJy5EhGjRplbvvyyy959tlnWbFiBZ999hlZWVk21/OrX/3KZvu5c+fo168fDzzwgNVcHh4eBAUFAbB582auXr2Ks7OzRV1XVxfXrl2zWGtpaSn+/v54eHhY1BoMBoYMGcLZs2dtrqWvUbgUERFxIJ0Nf7rfS/heZWZm4ubm1mu/i4uLRUi81YcffgjAxIkTLdpNJpPFriXArl277jiPLY2NjVRWVvK73/2OgoICfvrTn1rtnppMJoKDg83XHjp0qFUNwKeffkpdXR0zZswAuh/kaWhoMIfS2/n6+lJVVfWt1uuoFC5FRETknvm2ga9Heno6+fn5BAQEmAMbQF1dHWVlZURHR9/1PJs2beKzzz4DYNy4cSxfvtyiv729nVOnTvH3f//3d7xORUUFSUlJODs7s3LlSqA7uAIMGDDA5hh3d/deHzrqa3TPpYiIiDi09PR0UlNT8fb2JiEhweKoOScnBzc3NyZMmHDX8yxYsICkpCRWrFhBeXk5zz33nPl1QwBnzpzhxo0bVruktzp37hzR0dFcv36ddevW8cgjjwDdx+S3/nu7rq4uq6P1vkrhUkRERBxSe3s7CQkJpKam4uvry3vvvYfBYLCoMRqNBAcH27xH89sKCQlh5syZvPDCC8THx1NTU0N6erq532Qy8dBDDzF8+HCb441GIy+88AL19fWsW7eOiIgIc1/PjqWt93D2tHt6et71Z3AEOhYXERFxIP0GBdzvJTiEpqYm4uLiyMnJYcyYMaSkpODn52dR097eTn5+PlFRUXafPyQkBE9PT7744gtzm9FoND8lfruDBw/y9ttv069fPzZt2sTcuXMt+j09PRk8eDA1NTU2x9fU1PQaWvsahUsREREHYo8nsvu65uZmYmJiKC4uJjg4mMTERKt3TQKUlJTQ2Nh4x2PqO6mvr2fVqlX8xV/8BVu2bLHoa2tr4+bNm+Yd0erqas6fP8/69eutrpORkUFycjKDBg0iMTGx1yP6sWPHUlBQQEtLi8XL3i9dukR9fb1VIO2rdCwuIiIiDiU+Pp7i4mJCQkLYvn27zWAJ3cfUo0ePtjoq/6YGDx6Mi4sL//Zv/0ZFRYVF3/79+2lra2PWrFlA966lp6cnjz76qEVdTk4OKSkpeHl5kZqaesd7P5944glaW1vJzMy0aP/ggw8ACAsL+06fw9Fo51JEREQcRklJCdnZ2bi6ujJ16lSOHTtmVWMwGBg/frzNVxB9Wxs3buTFF18kKiqKiIgIvL29KSgo4MSJE/zVX/0VP/vZz4DuIDtp0iRcXCyj07Zt2+jq6iIkJISysjLKysqs5pg3bx4AoaGhHDp0iHfffZeqqioCAwPJzc3l+PHjLFmyhIcffviuPoujULgUERERh5Gfnw90H0snJibarJk/fz5+fn6Ul5ezdu3au5ovKCiI9PR0du/eTWZmJi0tLRgMBlavXs1zzz2Hm5sbbW1tFBQUEBsbazG2urra/As+hw8f7vUXdnrCpZOTE1u3bmXPnj1kZ2dz5MgRRowYQWxsLEuXLr2rz+FInOrr620/Ey8iIiJ2V1tby7Bhw+73MqSPc+S/I91zKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIi90VpaSlTpkzh9OnTVn1FRUXExMQwe/Zspk+fzlNPPcXu3bu5efOmzWsdPXqUxx9/nJaWFqu+qqoqZs6cyeHDh792TR0dHfzt3/4tkydP7rWmqKiIyZMnc+nSJQDq6+tJSkpi0aJFTJs2jdDQUOLi4rhw4YLV2JaWFlJTU1m8eDEhISFERESwf/9+Ojo6vnZtfYXL/V6AiIiI/PmprKxkw4YNdHZ2WvUVFhayZs0avL29iYyMxMvLi/z8fNLS0igpKWHHjh3062e5P2YymQgKCsLd3d2i/erVq8TGxtLc3PyN1rV3716Ki4vvWGMymRg1ahQGg4HW1laioqI4f/48YWFhBAYGUlVVxcGDB8nNzSUtLQ1/f38AOjs7efnll8nJyWHBggWMHTuWvLw8duzYQWVlJa+88so3WqOjU7gUERGRe+rkyZPEx8fT0NBgs3/Lli14enqyb98+hg4dCkBERATJyclkZGRw4sQJ5syZY67v6OggNzeXVatWWVynqKiI119/ncuXL3+jdZ09e5a0tDTc3Nx63SEFMBqNTJs2DYCMjAwqKiqIi4sjPDzcXDNnzhyWL1/Ozp07SU5OBuD48eOYTCbWrFnDsmXLAAgPDychIYGsrCwWLlzIuHHjvtFaHZmOxUVEROSeiY2NZePGjfj4+BAaGmrVf/nyZSorK5k5c6Y5WPaYP38+0B0ab3X27FkaGhrMgQ8gMTGR1atX09XVZRH6etPU1MTrr7/O1KlT7xjwamtrKS8vZ/r06QDk5eXh6urKwoULLeoCAgIYM2YMhYWF5rYjR47g6urK008/bVH7/PPPA3yjY/u+QDuXIiIiDmT3kU33ewm9+rv5r9/1NS5cuEB0dDSRkZHs3bvXqt/Hx4cDBw7Qv39/q74rV64AWB2JG41GRo4cyahRo8xtX375Jc8++ywrVqzgs88+Iysr647r2rp1K42Njbz66qu8+uqrvdYZjUY8PDwICgoCYPPmzVy9ehVnZ2eLuq6uLq5du2ax1tLSUvz9/fHw8LCoNRgMDBkyhLNnz95xjX2FwqWIiIgD+e/aivu9hO9VZmYmbm5uvfa7uLhYhMRbffjhhwBMnDjRot1kMlnsWgLs2rXrjvPc6uTJk/zLv/wLSUlJ+Pj43LHWZDIRHBxsvvbQoUOtdlgBPv30U+rq6pgxYwbQ/SBPQ0ODOZTeztfXl6qqqm+0XkenY3ERERG5Z75p4Ltdeno6+fn5BAQEmAMbQF1dHWVlZeZj6m87T01NDfHx8SxcuJCZM2fesba9vZ1Tp05ZBdnbVVRUkJSUhLOzMytXrgSgsbERgAEDBtgc4+7u/o0fOnJ0CpciIiLi0NLT00lNTcXb25uEhASLo+acnBzc3NyYMGHCt75uV1cXb7zxBj/4wQ/4xS9+8bX1Z86c4caNG3cMl+fOnSM6Oprr16+zbt06HnnkEfNct/5ray23H633VToWFxEREYfU3t5OUlISWVlZ+Pr68s4772AwGCxqjEYjwcHBNu/R/Dr/5//8HwoKCkhKSuLmzZvmJ8Tb29uB7vdX9uvXj0GDBgHdR+IPPfQQw4cPt3k9o9HIa6+9RlNTE+vWrSMiIsLc17Njaes9nD3tnp6e3/ozOCKFSxEREQfy/wzzv99LcAhNTU3ExcWRk5PDmDFjSElJwc/Pz6Kmvb2d/Px8oqKivtMcf/zjH+nq6uKll16y2R8aGsrw4cM5dOgQ0B0ebz9+73Hw4EHefvtt+vXrx6ZNm5g7d65Fv6enJ4MHD6ampsbm+Jqaml5Da1+jcCkiIuJA7PFEdl/X3NxMTEwMxcXFBAcHk5iYyMCBA63qSkpKaGxs/Np7IHsTExPD9evXrdpTUlIoLy9n586d5h3R6upqzp8/z/r1663qMzIySE5OZtCgQSQmJvZ6RD927FgKCgpoaWmxeNn7pUuXqK+vtwqkfZXCpYiIiDiU+Ph4iouLCQkJ4de//jWurq4260wmE6NHj7Y6Kv+meu6HvF3PMfitPwFpNBrx9PTk0UcftajNyckhJSUFLy8v3n//ffOv8djyxBNPYDQayczMNL9EHeCDDz4AICws7Dt9DkejcCkiIiIOo6SkhOzsbFxdXZk6dSrHjh2zqjEYDIwfP97mK4i+LyaTiUmTJuHiYhmdtm3bRldXFyEhIZSVlVFWVmY1dt68eUD3MfuhQ4d49913qaqqIjAwkNzcXI4fP86SJUt4+OGH78ln+b4pXIqIiIjDyM/PB6CtrY3ExESbNfPnz8fPz4/y8nLWrl37va+pra2NgoICYmNjLdqrq6u5ePEi0P3rOr39wk5PuHRycmLr1q3s2bOH7Oxsjhw5wogRI4iNjWXp0qXf74e4h5zq6+ttPxMvIiIidldbW8uwYcPu9zKkj3PkvyO951JERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERO6L0tJSpkyZwunTp636ioqKiImJYfbs2UyfPp2nnnqK3bt3c/PmTZvXOnr0KI8//jgtLS1WfVVVVcycOZPDhw/bHPvmm28yefJkm/+zNaaoqIjJkydz6dIlAOrr60lKSmLRokVMmzaN0NBQ4uLiuHDhgtXYlpYWUlNTWbx4MSEhIURERLB//346Ojru9FX1KS73ewEiIiLy56eyspINGzbQ2dlp1VdYWMiaNWvw9vYmMjISLy8v8vPzSUtLo6SkhB07dtCvn+X+mMlkIigoCHd3d4v2q1evEhsbS3Nzc69rKS8vZ/jw4bzwwgtWfePHj7dqM5lMjBo1CoPBQGtrK1FRUZw/f56wsDACAwOpqqri4MGD5ObmkpaWhr+/PwCdnZ28/PLL5OTksGDBAsaOHUteXh47duygsrKSV1555Rt9d45O4VJERETuqZMnTxIfH09DQ4PN/i1btuDp6cm+ffsYOnQoABERESQnJ5ORkcGJEyeYM2eOub6jo4Pc3FxWrVplcZ2ioiJef/11Ll++3OtaOjs7qaioICQkhHnz5n2j9RuNRqZNmwZARkYGFRUVxMXFER4ebq6ZM2cOy5cvZ+fOnSQnJwNw/PhxTCYTa9asYdmyZQCEh4eTkJBAVlYWCxcuZNy4cd9oDY5Mx+IiIiJyz8TGxrJx40Z8fHwIDQ216r98+TKVlZXMnDnTHCx7zJ8/H+gOjbc6e/YsDQ0N5sAHkJiYyOrVq+nq6rIIfbf77//+b1pbW827i1+ntraW8vJypk+fDkBeXh6urq4sXLjQoi4gIIAxY8ZQWFhobjty5Aiurq48/fTTFrXPP/88QK/H9n2Ndi5FREQcyKFDh+73Enq1aNGiu77GhQsXiI6OJjIykr1791r1+/j4cODAAfr372/Vd+XKFQCrI3Gj0cjIkSMZNWqUue3LL7/k2WefZcWKFXz22WdkZWXZXE9ZWRkAY8aMAbrviXR1dcXZ2dlmvdFoxMPDg6CgIAA2b97M1atXreq7urq4du2axVpLS0vx9/fHw8PDotZgMDBkyBDOnj1rc86+RuFSRETEgdTU1NzvJXyvMjMzcXNz67XfxcXFIiTe6sMPPwRg4sSJFu0mk8li1xJg165dd5ynx5dffglAbm4uKSkpfPXVV7i6ujJ16lRiY2MxGAxWcwUHB5uvPXToUKsdVoBPP/2Uuro6ZsyYAXSH1oaGBnMovZ2vry9VVVVfu96+QMfiIiIics98k8BnS3p6Ovn5+QQEBJgDG0BdXR1lZWXmY+pvO095eTkA//mf/8ny5ctJTExk6dKl5OTksGLFCovA197ezqlTp6yC7O0qKipISkrC2dmZlStXAtDY2AjAgAEDbI5xd3e/40NHfYl2LkVERMShpaenk5qaire3NwkJCRZHzTk5Obi5uTFhwoTvdO3Q0FACAgJ4/vnnzU+az5o1i7/8y79k48aNvPfee2zevBmAM2fOcOPGjTuGy3PnzvHiiy9y/fp1NmzYwCOPPAJ0H5Pf+u/turq6ej2K72sULkVERMQhtbe3k5SURFZWFr6+vrzzzjtWx9RGo5Hg4GCb92h+E0888YTN9h//+Mc88MAD5ObmmttMJhMPPfQQw4cPtznGaDTy2muv0dTUxLp164iIiDD39exY2noPZ0+7p6fnd/oMjkbhUkRExIH4+vre7yU4hKamJuLi4sjJyWHMmDGkpKTg5+dnUdPe3k5+fj5RUVHfyxq8vb3Nx+bQHR5vP37vcfDgQd5++2369evHpk2bmDt3rkW/p6cngwcP7vWe2pqaml5Da1+jcCkiIuJA7PFEdl/X3NxMTEwMxcXFBAcHk5iYyMCBA63qSkpKaGxs/Np7IHtTX19PdHQ0I0eOJDEx0aKvvb2d//7v/2bkyJEAVFdXc/78edavX291nYyMDJKTkxk0aBCJiYm9HtGPHTuWgoICWlpaLF72funSJerr660CaV+lB3pERETEocTHx1NcXExISAjbt2+3GSyh+5h69OjRVkfl39TgwYPp6Ojgj3/8I1988YVF3969e2lsbCQsLAzo3rX09PTk0UcftajLyckhJSUFLy8vUlNT73jv5xNPPEFrayuZmZkW7R988AGAea6+TjuXIiIi4jBKSkrIzs42vw7o2LFjVjUGg4Hx48fbfAXRt7VhwwZiYmJYs2YNERER+Pr6UlBQwIkTJ5g4cSI/+9nPgO4gO2nSJFxcLKPTtm3b6OrqIiQkhLKyMvN7M2/V88s/oaGhHDp0iHfffZeqqioCAwPJzc3l+PHjLFmyhIcffviuPoujULgUERERh5Gfnw9AW1ub1VF1j/nz5+Pn50d5eTlr1669q/kmTpxIWloaaWlp/PM//zPNzc2MGDGC1atX8+yzz+Li4kJbWxsFBQXExsZajK2urubixYtA96/r9PYLOz3h0snJia1bt7Jnzx6ys7M5cuQII0aMIDY2lqVLl97V53AkTvX19bafiRcRERG7q62tZdiwYfd7GdLHOfLfke65FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERkfuitLSUKVOmcPr0aau+oqIiYmJimD17NtOnT+epp55i9+7d3Lx50+a1jh49yuOPP05LS4tVX1VVFTNnzuTw4cM2x3Z2dvK73/2OyMhIQkJCCAsL44033qCmpsZmfVFREZMnT+bSpUsA1NfXk5SUxKJFi5g2bRqhoaHExcVx4cIFq7EtLS2kpqayePFiQkJCiIiIYP/+/XR0dPT2NfU5Lvd7ASIiIvLnp7Kykg0bNtDZ2WnVV1hYyJo1a/D29iYyMhIvLy/y8/NJS0ujpKSEHTt20K+f5f6YyWQiKCgId3d3i/arV68SGxtLc3Nzr2t54403+P3vf8+MGTOIiIjg4sWLHDhwgDNnzvDBBx/wgx/8wGquUaNGYTAYaG1tJSoqivPnzxMWFkZgYCBVVVUcPHiQ3Nxc0tLS8Pf3B7pD7Msvv0xOTg4LFixg7Nix5OXlsWPHDiorK3nllVe+69fpUBQuRURE5J46efIk8fHxNDQ02OzfsmULnp6e7Nu3j6FDhwIQERFBcnIyGRkZnDhxgjlz5pjrOzo6yM3NZdWqVRbXKSoq4vXXX+fy5cu9ruWzzz7j97//PREREWzYsMHc/qMf/YhNmzbxz//8zyxbtsxijNFoZNq0aQBkZGRQUVFBXFwc4eHh5po5c+awfPlydu7cSXJyMgDHjx/HZDKxZs0a8zXDw8NJSEggKyuLhQsXMm7cuK/9/hydjsVFRETknomNjWXjxo34+PgQGhpq1X/58mUqKyuZOXOmOVj2mD9/PtAdGm919uxZGhoazIEPIDExkdWrV9PV1WUR+m538OBBPD09WbNmjUV7aGgoy5YtY9SoURbttbW1lJeXM336dADy8vJwdXVl4cKFFnUBAQGMGTOGwsJCc9uRI0dwdXXl6aeftqh9/vnnAXo9tu9rtHMpIiLiQDJ/8uH9XkKvln78zF1f48KFC0RHRxMZGcnevXut+n18fDhw4AD9+/e36rty5QqA1ZG40Whk5MiRFkHwyy+/5Nlnn2XFihV89tlnZGVlWV2vo6ODM2fOMGnSJDw9PYHueyKdnZ1xc3OzCpw9c3l4eBAUFATA5s2buXr1Ks7OzhZ1XV1dXLt2zWKtpaWl+Pv74+HhYVFrMBgYMmQIZ8+etZqvL1K4FBERcSDVRV/d7yV8rzIzM3Fzc+u138XFxWq3sMeHH3YH74kTJ1q0m0wmi11LgF27dt1xHuh+0Ke1tZURI0Zw4sQJ0tLSKC8vx9nZmeDgYF566SVGjx5tNVdwcLD52kOHDrXaYQX49NNPqaurY8aMGUB3aG1oaDCH0tv5+vpSVVV1x/X2FToWFxERkXvm6wJfb9LT08nPzycgIMAc2ADq6uooKyszH1N/m3muX78OQH5+Pq+//jqPP/44iYmJrFixgjNnzrBy5UrzE+EA7e3tnDp1yirI3q6iooKkpCScnZ1ZuXIlAI2NjQAMGDDA5hh3d/c7PnTUlyhcioiIiENLT08nNTUVb29vEhISLI6ac3JycHNzY8KECd/6uj2vNbpw4QKbN28mOjqaWbNm8bd/+7ds2bKFhoYGUlNTzfVnzpzhxo0bdwyX586dIzo6muvXr7Nu3ToeeeQRoPuY/NZ/b9fV1WV1tN5X6VhcREREHFJ7eztJSUlkZWXh6+vLO++8g8FgsKgxGo0EBwfbvEfz6/Tc++jr68uPf/xji76QkBAeeOAB8vPzzW0mk4mHHnqI4cOH27ye0Wjktddeo6mpiXXr1hEREWHu69mxtPUezp72nvs++zqFSxEREQfiF2Q7uPy5aWpqIi4ujpycHMaMGUNKSgp+fn4WNe3t7eTn5xMVFfWd5njggQcA8Pb2ttnv4+NDeXm5+b+NRqPV8XuPgwcP8vbbb9OvXz82bdrE3LlzLfo9PT0ZPHhwry9mr6mp6TW09jUKlyIiIg7EHk9k93XNzc3ExMRQXFxMcHAwiYmJDBw40KqupKSExsbGr70HsjeDBw9m5MiR/Pd//zetra0Wu5+dnZ1UVVUxYsQIAKqrqzl//jzr16+3uk5GRgbJyckMGjSIxMTEXo/ox44dS0FBAS0tLRYve7906RL19fVWgbSv0j2XIiIi4lDi4+MpLi4mJCSE7du32wyW0H1MPXr0aKuj8m9jwYIF3Lhxg/3791u0f/zxx9TX1/M3f/M3QPeupaenJ48++qhFXU5ODikpKXh5eZGamnrHez+feOIJWltbyczMtGj/4IMPAAgLC/vOn8ORaOdSREREHEZJSQnZ2dm4uroydepUjh07ZlVjMBgYP368zVcQfVvPPPMMRqOR1NRULly4wIQJEzh37hwff/wx/v7+PPfcc0B3kJ00aRIuLpbRadu2bXR1dRESEkJZWRllZWVWc8ybNw/ofjH7oUOHePfdd6mqqiIwMJDc3FyOHz/OkiVLePjhh+/qszgKhUsRERFxGD0P0LS1tZGYmGizZv78+fj5+VFeXs7atWvvaj43Nzd27tzJBx98wL/+679y4sQJhgwZwpIlS1i9ejXu7u60tbVRUFBAbGysxdjq6mouXrwIdP+6Tm+/sNMTLp2cnNi6dSt79uwhOzubI0eOMGLECGJjY1m6dOldfQ5H4lRfX2/7mXgRERGxu9raWoYNG3a/lyF9nCP/HemeSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLERERuS9KS0uZMmUKp0+ftuorKioiJiaG2bNnM336dJ566il2797NzZs3bV7r6NGjPP7447S0tFj1VVVVMXPmTA4fPmzVPnny5Dv+b9GiRTbXNnnyZC5dugRAfX09SUlJLFq0iGnTphEaGkpcXBwXLlywGtvS0kJqaiqLFy8mJCSEiIgI9u/fT0dHxzf5yvoEl/u9ABEREfnzU1lZyYYNG+js7LTqKywsZM2aNXh7exMZGYmXlxf5+fmkpaVRUlLCjh076NfPcn/MZDIRFBSEu7u7RfvVq1eJjY2lubnZap4hQ4bwxhtv2Fzf73//e3Jzc/nxj39s1WcymRg1ahQGg4HW1laioqI4f/48YWFhBAYGUlVVxcGDB8nNzSUtLQ1/f38AOjs7efnll8nJyWHBggWMHTuWvLw8duzYQWVlJa+88so3/v4cmcKliIiI3FMnT54kPj6ehoYGm/1btmzB09OTffv2MXToUAAiIiJITk4mIyODEydOMGfOHHN9R0cHubm5rFq1yuI6RUVFvP7661y+fNnmPB4eHsybN8+qvaysjMLCQv7qr/6Kv//7v7fqNxqNTJs2DYCMjAwqKiqIi4sjPDzcXDNnzhyWL1/Ozp07SU5OBuD48eOYTCbWrFnDsmXLAAgPDychIYGsrCwWLlzIuHHjev3e+godi4uIiMg9Exsby8aNG/Hx8SE0NNSq//Lly1RWVjJz5kxzsOwxf/58oDs03urs2bM0NDSYAx9AYmIiq1evpquryyL0fZ3Ozk42bdoEwC9/+UtcXCz34WpraykvL2f69OkA5OXl4erqysKFCy3qAgICGDNmDIWFhea2I0eO4OrqytNPP21R+/zzzwNYHdv3Vdq5FBERcSB/c7jmfi+hV38I873ra1y4cIHo6GgiIyPZu3evVb+Pjw8HDhygf//+Vn1XrlwBsDoSNxqNjBw5klGjRpnbvvzyS5599llWrFjBZ599RlZW1jda3yeffEJZWRkrVqywuN6tc3l4eBAUFATA5s2buXr1Ks7OzhZ1XV1dXLt2zWKtpaWl+Pv74+HhYVFrMBgYMmQIZ8+e/UZrdHQKlyIiIg7kVG3b/V7C9yozMxM3N7de+11cXGyGOoAPP/wQgIkTJ1q0m0wmi11LgF27dt1xHlva29tJS0vDy8vLfGx9O5PJRHBwsPnaQ4cOtdphBfj000+pq6tjxowZQPeDPA0NDeZQejtfX1+qqqq+1XodlY7FRURE5J75toGvR3p6Ovn5+QQEBJgDG0BdXR1lZWXmY+q7mefYsWPU1NSwdOlSq91F6A6fp06dsgqyt6uoqCApKQlnZ2dWrlwJQGNjIwADBgywOcbd3d3mQ0d9kcKliIiIOLT09HRSU1Px9vYmISHB4qg5JycHNzc3JkyYcNfz/N//+3/p37+/1T2RPc6cOcONGzfuGC7PnTtHdHQ0169fZ926dTzyyCNA9zH5rf/erqury+pova/SsbiIiIg4pPb2dpKSksjKysLX15d33nkHg8FgUWM0GgkODrZ5j+a3UVtbS2lpKT/+8Y8ZNGiQzRqTycRDDz3E8OHDbfYbjUZee+01mpqaWLduHREREea+nh1LW+/h7Gn39PS8q8/gKBQuRUREHMikYa73ewkOoampibi4OHJychgzZgwpKSn4+flZ1LS3t5Ofn09UVNRdz/fv//7vdHV1MXfu3F5rjEaj1fF7j4MHD/L222/Tr18/Nm3aZHUdT09PBg8eTE2N7Qe2ampqeg2tfY3CpYiIiAOxxxPZfV1zczMxMTEUFxcTHBxMYmIiAwcOtKorKSmhsbHxa++B/CaKioro168fkydPttlfXV3N+fPnWb9+vVVfRkYGycnJDBo0iMTExF6P6MeOHUtBQQEtLS0WL3u/dOkS9fX1dwy2fYnuuRQRERGHEh8fT3FxMSEhIWzfvt1msITuY+rRo0dbHZV/F1988QWjRo3q9WjaaDTi6enJo48+atGek5NDSkoKXl5epKam3vHezyeeeILW1lYyMzMt2j/44AMAwsLC7u5DOAjtXIqIiIjDKCkpITs7G1dXV6ZOncqxY8esagwGA+PHj7f5CqLvoqOjg0uXLvHYY4/1WmMymZg0aZLVS9W3bdtGV1cXISEhlJWVUVZWZjW251eAQkNDOXToEO+++y5VVVUEBgaSm5vL8ePHWbJkCQ8//PBdfxZHoHApIiIiDiM/Px+AtrY2EhMTbdbMnz8fPz8/ysvLWbt27V3P+T//8z90dnbygx/8wGZ/W1sbBQUFxMbGWrRXV1dz8eJFoPvXdXr7hZ2ecOnk5MTWrVvZs2cP2dnZHDlyhBEjRhAbG8vSpUvv+nM4Cqf6+nrbz8SLiIiI3dXW1jJs2LD7vQzp4xz570j3XIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIyH1RWlrKlClTOH36tFVfUVERMTExzJ49m+nTp/PUU0+xe/dubt68afNaR48e5fHHH6elpcWqr6qqipkzZ3L48GGbYy9evEhcXBx/8zd/w/Tp03n66afJyMigs7PTZn1RURGTJ0/m0qVLANTX15OUlMSiRYuYNm0aoaGhxMXFceHCBauxLS0tpKamsnjxYkJCQoiIiGD//v10dHT09jX1OS73ewEiIiLy56eyspINGzbYDHCFhYWsWbMGb29vIiMj8fLyIj8/n7S0NEpKStixYwf9+lnuj5lMJoKCgnB3d7dov3r1KrGxsTQ3N9tcR1VVFStXrqS1tZUlS5YwYsQIPvvsM5KTk7l48SIvv/yy1RiTycSoUaMwGAy0trYSFRXF+fPnCQsLIzAwkKqqKg4ePEhubi5paWn4+/sD0NnZycsvv0xOTg4LFixg7Nix5OXlsWPHDiorK3nllVe+69fpUBQuRURE5J46efIk8fHxNDQ02OzfsmULnp6e7Nu3j6FDhwIQERFBcnIyGRkZnDhxgjlz5pjrOzo6yM3NZdWqVRbXKSoq4vXXX+fy5cu9ruXDDz+koaGB+Ph4/uZv/sY8V3R0NP/8z//MT3/6Ux588EGLMUajkWnTpgGQkZFBRUUFcXFxhIeHm2vmzJnD8uXL2blzJ8nJyQAcP34ck8nEmjVrWLZsGQDh4eEkJCSQlZXFwoULGTdu3Df5Ch2ajsVFRETknomNjWXjxo34+PgQGhpq1X/58mUqKyuZOXOmOVj2mD9/PtAdGm919uxZGhoazIEPIDExkdWrV9PV1WUR+m5XWVkJwOOPP27RPnPmTADKysos2mtraykvL2f69OkA5OXl4erqysKFCy3qAgICGDNmDIWFhea2I0eO4OrqytNPP21R+/zzzwP0emzf12jnUkRExIF4bIq+30voVfPr7971NS5cuEB0dDSRkZHs3bvXqt/Hx4cDBw7Qv39/q74rV64AWB2JG41GRo4cyahRo8xtX375Jc8++ywrVqzgs88+Iysry+Z6HnzwQfLy8viv//ovxo4da27vCZ3Dhg2zmsvDw4OgoCAANm/ezNWrV3F2drao6+rq4tq1axZrLS0txd/fHw8PD4tag8HAkCFDOHv2rM019jUKlyIiIg7EueLz+72E71VmZiZubm699ru4uFiExFt9+OGHAEycONGi3WQyWexaAuzateuO8/RYtmwZubm5bNq0iZdeegmDwcB//Md/8M///M9MmjSJRx991Gqu4OBg87WHDh1qtcMK8Omnn1JXV8eMGTOA7gd5GhoazKH0dr6+vlRVVX3tevsCHYuLiIjIPfNNAp8t6enp5OfnExAQYA5sAHV1dZSVlZmPqb/tPEOHDuWFF16gpqaGNWvW8JOf/IS3336bsWPHkpSUhJOTk7m2vb2dU6dOWQXZ21VUVJCUlISzszMrV64EoLGxEYABAwbYHOPu7t7rQ0d9jcKliIiIOLT09HRSU1Px9vYmISHB4qg5JycHNzc3JkyY8J2uvW/fPuLi4vD29mbjxo289dZb/OxnP+Pzzz8nOjqa69evm2vPnDnDjRs37hguz507Zx63bt06HnnkEaD7mPzWf2/X1dVldbTeV+lYXERERBxSe3s7SUlJZGVl4evryzvvvIPBYLCoMRqNBAcH27xH8+s0NjaSlpbGsGHD+O1vf8ugQYMA+PGPf0xAQAC/+tWv+O1vf8uLL74IdB+JP/TQQwwfPtzm9YxGI6+99hpNTU2sW7eOiIgIc1/PjqWt93D2tHt6en7rz+CIFC5FREQcSId/4P1egkNoamoiLi6OnJwcxowZQ0pKCn5+fhY17e3t5OfnExUV9Z3mqKyspLW1lVmzZpmDZY+5c+fy61//mvz8fHOb0Wi0On7vcfDgQd5++2369evHpk2bmDt3rkW/p6cngwcPpqamxub4mpqaXkNrX6NwKSIi4kDs8UR2X9fc3ExMTAzFxcUEBweTmJjIwIEDrepKSkpobGz82nsge9NzX6atX8fp6uqis7PTfIxdXV3N+fPnWb9+vVVtRkYGycnJDBo0iMTExF6P6MeOHUtBQQEtLS0WL3u/dOkS9fX1VoG0r9I9lyIiIuJQ4uPjKS4uJiQkhO3bt9sMltB9TD169Giro/JvasyYMQwfPpxjx45Z7SgeOnSI1tZWHnvsMaB719LT09Pq6fGcnBxSUlLw8vIiNTX1jvd+PvHEE7S2tpKZmWnR/sEHHwAQFhb2nT6Ho9HOpYiIiDiMkpISsrOzcXV1ZerUqRw7dsyqxmAwMH78eJuvIPo2+vXrxyuvvMIvfvELli1bxuLFi/Hx8aGkpITf//73PPTQQyxfvhzoDrKTJk3CxcUyOm3bto2uri5CQkIoKyuzeuk6wLx58wAIDQ3l0KFDvPvuu1RVVREYGEhubi7Hjx9nyZIlPPzww9/5szgShUsRERFxGD33OLa1tZGYmGizZv78+fj5+VFeXs7atWvvar7HHnuM9PR00tPTyczMpKmpCV9fXyIjI1m5ciUDBw6kra2NgoICYmNjLcZWV1dz8eJFoPvXdXr7hZ2ecOnk5MTWrVvZs2cP2dnZHDlyhBEjRhAbG8vSpUvv6nM4Eqf6+nrbz8SLiIiI3dXW1lr96ovIt+XIf0e651JERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERETui9LSUqZMmcLp06et+oqKioiJiWH27NlMnz6dp556it27d3Pz5k2b1zp69CiPP/44LS0tVn1VVVXMnDmTw4cP2xxbUVHBSy+9xF//9V/z4x//mBdeeAGj0djruouKipg8eTKXLl0CoL6+nqSkJBYtWsS0adMIDQ0lLi6OCxcuWI1taWkhNTWVxYsXExISQkREBPv376ejo6PX+foal/u9ABEREfnzU1lZyYYNG+js7LTqKywsZM2aNXh7exMZGYmXlxf5+fmkpaVRUlLCjh076NfPcn/MZDIRFBSEu7u7RfvVq1eJjY2lubnZ5jo+//xzoqOjuXnzJosXL2bUqFH88Y9/JDY2ll/84hf89Kc/tRpjMpkYNWoUBoOB1tZWoqKiOH/+PGFhYQQGBlJVVcXBgwfJzc0lLS0Nf39/ADo7O3n55ZfJyclhwYIFjB07lry8PHbs2EFlZSWvvPLKd/06HYrCpYiIiNxTJ0+eJD4+noaGBpv9W7ZswdPTk3379jF06FAAIiIiSE5OJiMjgxMnTjBnzhxzfUdHB7m5uaxatcriOkVFRbz++utcvny517W89dZbNDU1sX37dqZOnQrAkiVLePXVV3nnnXeYNm0ao0aNshhjNBqZNm0aABkZGVRUVBAXF0d4eLi5Zs6cOSxfvpydO3eSnJwMwPHjxzGZTKxZs4Zly5YBEB4eTkJCAllZWSxcuJBx48Z9o+/QkelYXERERO6Z2NhYNm7ciI+PD6GhoVb9ly9fprKykpkzZ5qDZY/58+cD3aHxVmfPnqWhocEc+AASExNZvXo1XV1dFqHv9rm++OILJk2aZA6WAE5OTvz85z+nra3N6ii9traW8vJypk+fDkBeXh6urq4sXLjQoi4gIIAxY8ZQWFhobjty5Aiurq48/fTTFrXPP/88QK/H9n2Ndi5FREQcSHPB2vu9hF55BKfc9TUuXLhAdHQ0kZGR7N2716rfx8eHAwcO0L9/f6u+K1euAFgdiRuNRkaOHGmxw/jll1/y7LPPsmLFCj777DOysrKsrtezo/mjH/3Iqq/nWl988YXVXB4eHgQFBQGwefNmrl69irOzs0VdV1cX165ds1hraWkp/v7+eHh4WNQaDAaGDBnC2bNnrdbRFylcioiIOJDOhj/d7yV8rzIzM3Fzc+u138XFxeoYuseHH34IwMSJEy3aTSaTxa4lwK5du+44D2AOeTdu3LDqq6+vB7p3Km+fKzg42HztoUOHWu2wAnz66afU1dUxY8YMoPtBnoaGBnMovZ2vry9VVVV3XG9foWNxERERuWe+LvD1Jj09nfz8fAICAsyBDaCuro6ysjLzMfW3meehhx5i0KBB/Md//AeNjY0WfceOHQOgtbXV3Nbe3s6pU6esguztKioqSEpKwtnZmZUrVwKYrz9gwACbY9zd3Xt96KivUbgUERERh5aenk5qaire3t4kJCRYHDXn5OTg5ubGhAkTvvV1XVxcWL58OVeuXOHFF1+ksLCQS5cukZmZSXp6Op6enri4/P+HvGfOnOHGjRt3DJfnzp0jOjqa69evs27dOh555BGg+5j81n9v19XVZXW03lfpWFxEREQcUnt7O0lJSWRlZeHr68s777yDwWCwqDEajQQHB9u8R/ObeOaZZ2hrayM9PZ0XXngBgAceeIDNmzeTnJzMoEGDzLUmk4mHHnqI4cOH27yW0Wjktddeo6mpiXXr1hEREWHu69mxtPUezp52T0/P7/QZHI3CpYiIiAPpNyjgfi/BITQ1NREXF0dOTg5jxowhJSUFPz8/i5r29nby8/OJioq6q7l+/vOf8/TTT1NeXo67uzv+/v50dHRQXV1t8Wogo9Fodfze4+DBg7z99tv069ePTZs2MXfuXIt+T09PBg8eTE1Njc3xNTU1vYbWvkbhUkRExIHY44nsvq65uZmYmBiKi4sJDg4mMTGRgQMHWtWVlJTQ2Nj4tfdA3skf/vAH3NzcmDlzJuPHjze35+bm0tbWZn54qLq6mvPnz7N+/Xqra2RkZJh3ORMTE3s9oh87diwFBQW0tLRYvOz90qVL1NfXWwXSvkr3XIqIiIhDiY+Pp7i4mJCQELZv324zWEL3MfXo0aOtjsq/jQMHDrBp0yb+53/+x9zW2NhIamoqw4YNM7+L02g04unpyaOPPmoxPicnh5SUFLy8vEhNTb3jvZ9PPPEEra2tZGZmWrR/8MEHAISFhX3nz+FItHMpIiIiDqOkpITs7GxcXV2ZOnWq+antWxkMBsaPH2/zFUTf1sqVK4mJieGFF17gJz/5CV1dXWRlZXHp0iWSkpLMO4wmk4lJkyZZPOADsG3bNrq6uggJCaGsrIyysjKrOebNmwdAaGgohw4d4t1336WqqorAwEByc3M5fvw4S5Ys4eGHH76rz+IoFC5FRETEYeTn5wPQ1tZGYmKizZr58+fj5+dHeXk5a9euvav5Jk+ezPbt20lLSyM1NRUXFxf+8i//kl/96lcEBgaa11JQUEBsbKzF2Orqai5evAh0/7pOb7+w0xMunZyc2Lp1K3v27CE7O5sjR44wYsQIYmNjWbp06V19DkfiVF9fb/uZeBEREbG72tpahg0bdr+XIX2cI/8d6Z5LEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERG5L0pLS5kyZQqnT5+26isqKiImJobZs2czffp0nnrqKXbv3s3NmzdtXuvo0aM8/vjjtLS0APDVV1/xxhtv8OSTTzJ16lSefPJJNm/eTG1trdXY+vp6kpKSWLhwISEhIURGRvLJJ5/0uu6ioiImT57MpUuXLMYvWrSIadOmERoaSlxcHBcuXLAa29LSQmpqKosXLyYkJISIiAj2799PR0fHN/nK+gSX+70AERER+fNTWVnJhg0b6OzstOorLCxkzZo1eHt7ExkZiZeXF/n5+aSlpVFSUsKOHTvo189yf8xkMhEUFIS7uzvXrl1j5cqVXL9+nfDwcB588EEqKir4+OOPycvLY+/evQwdOhSA5uZmXnzxRcrLy4mIiODBBx/k+PHjvPnmm1y5coXly5dbrc9kMjFq1CgMBgOtra1ERUVx/vx5wsLCCAwMpKqqioMHD5Kbm0taWhr+/v4AdHZ28vLLL5OTk8OCBQsYO3YseXl57Nixg8rKSl555ZXv4Zu+9xQuRURE5J46efIk8fHxNDQ02OzfsmULnp6e7Nu3zxwCIyIiSE5OJiMjgxMnTjBnzhxzfUdHB7m5uaxatQqA999/n7q6OrZv387UqVPNdY899hgvvfQSv/nNb9iwYQMAv/vd7/jTn/7Em2++SWhoKADh4eGsXbuWtLQ0nnzySR544AGL9RmNRqZNmwZARkYGFRUVxMXFER4ebq6ZM2cOy5cvZ+fOnSQnJwNw/PhxTCYTa9asYdmyZea5EhISyMrKYuHChYwbN+67f7EOQsfiIiIics/ExsayceNGfHx8zGHuVpcvX6ayspKZM2eag2WP+fPnA93H0rc6e/YsDQ0N5sCXl5eHwWCwCJYAM2bMYODAgRQWFprbjh49iq+vr8VanJyceO6552hra+Nf//VfLa5RW1tLeXk506dPN8/l6urKwoULLeoCAgIYM2aMxVxHjhzB1dWVp59+2qL2+eefB+Dw4cNW30dfpJ1LERERB7L7yKb7vYRe/d381+/6GhcuXCA6OprIyEj27t1r1e/j48OBAwfo37+/Vd+VK1cArI7EjUYjI0eOZNSoUQCkpqbS1NRkNb65uZnm5mbz+MbGRi5cuMCsWbOsant2EM+ePWs1l4eHB0FBQQBs3ryZq1ev4uzsbFHX1dXFtWvXLNZaWlqKv78/Hh4eFrUGg4EhQ4ZYzdVXKVyKiIg4kP+urbjfS/heZWZm4ubm1mu/i4uLOSTe7sMPPwRg4sSJFu0mk8m8awlYHWP3yMjIoKOjg+DgYABqamro6uqyWe/u7s6gQYOoqqqymis4ONj8GYYOHWq1wwrw6aefUldXx4wZM4DuB3kaGhrMofR2vr6+VnP1VToWFxERkXvmTsHyTtLT08nPzycgIMAc2ADq6uooKyszH1P35tSpU6Snp+Pp6ckzzzwDdO9cAgwYMMDmGHd3d5qbm83/3d7ezqlTpyyCrC0VFRUkJSXh7OzMypUrv9NcfZnCpYiIiDi09PR0UlNT8fb2JiEhweKoOScnBzc3NyZMmNDr+NzcXNatW0dnZydvvPGG1U5lV1eXzXFdXV0Wx91nzpzhxo0bdwyX586dIzo6muvXr7Nu3ToeeeQRizm+6Vx9mcKliIiIOKT29nYSEhJITU3F19eX9957D4PBYFFjNBoJDg62eY8mwCeffMIvfvELOjo6ePPNNy12PXt2EXvejXm7lpYWBg4caP5vk8nEQw89xPDhw23WG41GXnjhBerr61m3bh0RERHfai5PT0+bfX2N7rkUERFxIP/PMP/7vQSH0NTURFxcHDk5OYwZM4aUlBT8/Pwsatrb28nPzycqKsrmNd577z1++9vfMnDgQN566y0mTZpk0T9ixAicnJyoqamxGtvc3Mz169fx9fU1txmNxl6P3w8ePMjbb79Nv3792LRpE3PnzrXo9/T0ZPDgwTbngu77P3sLrX2NwqWIiIgDsccT2X1dc3MzMTExFBcXExwcTGJiosUOYo+SkhIaGxttHlNv27aNjz76CD8/P5KTk80vMr/VgAEDePDBB/n888+t+kpLSwEYP348ANXV1Zw/f57169db1WZkZJCcnMygQYNITEzs9Yh+7NixFBQU0NLSgru7u7n90qVL1NfXWwXSvkrH4iIiIuJQ4uPjKS4uJiQkhO3bt9sMltB9TD169Giro/KsrCw++ugjRo4cafELObbMmzePr776iuzsbHNbV1cX+/fvx83Nzfz+S6PRiKenJ48++qjF+JycHFJSUvDy8iI1NfWO934+8cQTtLa2kpmZadH+wQcfABAWFtbr2L5EO5ciIiLiMEpKSsjOzsbV1ZWpU6dy7NgxqxqDwcD48eOtXkEE3bueu3btAmDWrFk2f7fcw8PD/G7Ln/70p/z+97/njTfe4E9/+hOjRo3i2LFj5Ofn8+KLL5pfM2QymZg0aRIuLpbRadu2bXR1dRESEkJZWRllZWVW882bNw+A0NBQDh06xLvvvktVVRWBgYHk5uZy/PhxlixZwsMPP/ztvzAHpHApIiIiDiM/Px+AtrY2EhMTbdbMnz8fPz8/ysvLWbt2rUXfF198Yf5Zyf3799scP3z4cHO4dHd35/333+fdd9/l6NGj3Lhxg9GjR/OP//iPPPnkk+a1FBQUEBsba3Gd6upqLl68CHT/uk5vv7DTEy6dnJzYunUre/bsITs7myNHjjBixAhiY2NZunTp13wzfYdTfX297WfiRURExO5qa2sZNmzY/V6G9HGO/Hekey5FRERExG4ULkVERETEbhQuRURERMRuFC5FRERExG4ULkVERETEbhQuRURERMRuFC5FRERExG4ULkVERETEbhQuRURERMRuFC5FRERExG4ULkVERETEbhQuRURERMRuFC5FRERExG4ULkVEROS+KC0tZcqUKZw+fdqqr6ioiJiYGGbPns306dN56qmn2L17Nzdv3rR5raNHj/L444/T0tICwFdffcUbb7zBk08+ydSpU3nyySfZvHkztbW133lNt65t8uTJXLp0CYD6+nqSkpJYtGgR06ZNIzQ0lLi4OC5cuGA1tqWlhdTUVBYvXkxISAgRERHs37+fjo6OO66rL3G53wsQERGRPz+VlZVs2LCBzs5Oq77CwkLWrFmDt7c3kZGReHl5kZ+fT1paGiUlJezYsYN+/Sz3x0wmE0FBQbi7u3Pt2jVWrlzJ9evXCQ8P58EHH6SiooKPP/6YvLw89u7dy9ChQ7/Vmm6fa9SoURgMBlpbW4mKiuL8+fOEhYURGBhIVVUVBw8eJDc3l7S0NPz9/QHo7Ozk5ZdfJicnhwULFjB27Fjy8vLYsWMHlZWVvPLKK3fxjToOhUsRERG5p06ePEl8fDwNDQ02+7ds2YKnpyf79u0zh8CIiAiSk5PJyMjgxIkTzJkzx1zf0dFBbm4uq1atAuD999+nrq6O7du3M3XqVHPdY489xksvvcRvfvMbNmzY8K3WdCuj0ci0adMAyMjIoKKigri4OMLDw801c+bMYfny5ezcuZPk5GQAjh8/jslkYs2aNSxbtgyA8PBwEhISyMrKYuHChYwbN+5r53d0OhYXERGReyY2NpaNGzfi4+NDaGioVf/ly5eprKxk5syZVruL8+fPB7qPpW919uxZGhoazIEvLy8Pg8FgESwBZsyYwcCBAyksLPxWa7pVbW0t5eXlTJ8+3TyXq6srCxcutKgLCAhgzJgxFnMdOXIEV1dXnn76aYva559/HoDDhw/fce6+QjuXIiIiDuTQoUP3ewm9WrRo0V1f48KFC0RHRxMZGcnevXut+n18fDhw4AD9+/e36rty5QqA1ZG40Whk5MiRjBo1CoDU1FSampqsxjc3N9Pc3Gw1/uvWdPtcHh4eBAUFAbB582auXr2Ks7OzRV1XVxfXrl2zmKu0tBR/f388PDwsag0GA0OGDOHs2bN3nLuvULgUERFxIDU1Nfd7Cd+rzMxM3Nzceu13cXExh8TbffjhhwBMnDjRot1kMpl3LQEeeOABm+MzMjLo6OggODj4W63p9rmCg4PN9UOHDrV5/+ann35KXV0dM2bMALof5GloaDCH0tv5+vpSVVX1jdbg6HQsLiIiIvfMNw1xt0tPTyc/P5+AgABzYAOoq6ujrKzMfEzdm1OnTpGeno6npyfPPPPMd1pTe3s7p06dsgiytlRUVJCUlISzszMrV64EoLGxEYABAwbYHOPu7k5zc/M3WoejU7gUERERh5aenk5qaire3t4kJCRYHDXn5OTg5ubGhAkTeh2fm5vLunXr6Ozs5I033uh1Z/PrnDlzhhs3btwxXJ47d47o6GiuX7/OunXreOSRR4DuY/Jb/71dV1eX1dF6X6VjcREREXFI7e3tJCUlkZWVha+vL++88w4Gg8Gixmg0EhwcbPMeTYBPPvmEX//61zg5OfHmm29a7Hp+WyaTiYceeojhw4fb7Dcajbz22ms0NTWxbt06IiIizH09O5Y97+G8XUtLC56ent95bY5E4VJERMSB+Pr63u8lOISmpibi4uLIyclhzJgxpKSk4OfnZ1HT3t5Ofn4+UVFRNq/x3nvv8dvf/paBAwfy1ltvMWnSpLtak9Fo7PX4/eDBg7z99tv069ePTZs2MXfuXIt+T09PBg8e3Os9tTU1Nb2G1r5G4VJERMSB2OOJ7L6uubmZmJgYiouLCQ4OJjExkYEDB1rVlZSU0NjYaPOYetu2bXz00Uf4+fmRnJxsfpH5d1VdXc358+dZv369VV9GRgbJyckMGjSIxMTEXo/ox44dS0FBAS0tLbi7u5vbL126RH19vVUg7at0z6WIiIg4lPj4eIqLiwkJCWH79u02gyV0H1OPHj3a6qg8KyuLjz76iJEjR1r8Qs7dMBqNeHp68uijj1q05+TkkJKSgpeXF6mpqXe89/OJJ56gtbWVzMxMi/YPPvgAgLCwsLtepyPQzqWIiIg4jJKSErKzs3F1dWXq1KkcO3bMqsZgMDB+/HirVxBB967nrl27AJg1a5bN3wj38PBg1qxZ32pdJpOJSZMm4eJiGZ22bdtGV1cXISEhlJWVUVZWZjV23rx5AISGhnLo0CHeffddqqqqCAwMJDc3l+PHj7NkyRIefvjhb7UmR6VwKSIiIg4jPz8fgLa2NhITE23WzJ8/Hz8/P8rLy1m7dq1F3xdffGH+Ccf9+/fbHD98+PBvFS7b2tooKCggNjbWor26upqLFy8C3b+u09sv7PSESycnJ7Zu3cqePXvIzs7myJEjjBgxgtjYWJYuXfqN1+PonOrr620/Ey8iIiJ2V1tby7Bhw+73MqSPc+S/I91zKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ243K/FyAiIiJ/nkpLS1m1ahW7du1i4sSJFn1FRUXs3buX0tJSWlpa8PPzY+7cufz85z/Hzc3N6lpHjx5ly5YtHDt2DHd3d7766it2795NXl4e165dY8iQIUydOpUXXniBYcOGWYwtLy8nLS2NwsJCGhsbGTZsGDNnzuTv/u7vGDhwoNVcRUVFrF69mqysLAwGA/X19ezZs4f/+I//oLa2loEDBzJx4kRWr17Ngw8+aDG2paWFffv28emnn1JbW8sDDzzAT37yE372s5/h7Ox891+qA1C4FBERkXuusrKSDRs20NnZadVXWFjImjVr8Pb2JjIyEi8vL/Lz80lLS6OkpIQdO3bQr5/l4avJZCIoKAh3d3euXbvGypUruX79OuHh4Tz44INUVFTw8ccfk5eXx969exk6dCgAFy9eZOXKlTg7OxMREYGfnx//+Z//ye9+9zsKCgpIT0/Hw8PDaq5Ro0ZhMBhobW0lKiqK8+fPExYWRmBgIFVVVRw8eJDc3FzS0tLw9/cHoLOzk5dffpmcnBwWLFjA2LFjycvLY8eOHVRWVvLKK698T9/2vaVwKSIiIvfUyZMniY+Pp6GhwWb/li1b8PT0ZN++feYQGBERQXJyMhkZGZw4cYI5c+aY6zs6OsjNzWXVqlUAvP/++9TV1bF9+3amTp1qrnvsscd46aWX+M1vfsOGDRsAePvtt2lra+M3v/mNOQQuXryYgIAAtm7dyoEDB3juuecs1mc0Gpk2bRoAGRkZVFRUEBcXR3h4uLlmzpw5LF++nJ07d5KcnAzA8ePHMZlMrFmzhmXLlgEQHh5OQkICWVlZLFy4kHHjxn33L9ZB6J5LERERuWdiY2PZuHEjPj4+hIaGWvVfvnyZyspKZs6caQ6WPebPnw90H0vf6uzZszQ0NJgDX15eHgaDwSJYAsyYMYOBAwdSWFgIQFtbG2fOnOHRRx81B8seTz75JIC5tkdtbS3l5eVMnz7dPJerqysLFy60qAsICGDMmDEW448cOYKrqytPP/20Re3zzz8PwOHDh62+j75IO5ciIiIOJPMnH97vJfRq6cfP3PU1Lly4QHR0NJGRkezdu9eq38fHhwMHDtC/f3+rvitXrgBYHYkbjUZGjhzJqFGjAEhNTaWpqclqfHNzM83Nzebxzs7OfPTRR3R1dVnVXr161Vxz+1weHh4EBQUBsHnzZq5evWpV19XVxbVr1yzWWlpair+/v9Uxu8FgYMiQIZw9e9ZqHX2RwqWIiIgDqS766n4v4XuVmZlp84GcHi4uLuaQeLsPP+wO3rc//GMymcy7lgAPPPCAzfEZGRl0dHQQHBwMdIdUg8Fgs3b//v29zhUcHGz+DEOHDrXaYQX49NNPqaurY8aMGUD3gzwNDQ3mUHo7X19fqqqqbPb1NToWFxERkXvmTsHyTtLT08nPzycgIMAc2ADq6uooKyszH1P35tSpU6Snp+Pp6ckzz9x5B/bo0aMcOnSIBx54gEWLFpnb29vbOXXqlEWQtaWiooKkpCScnZ1ZuXIlAI2NjQAMGDDA5hh3d3eam5vveN2+QuFSREREHFp6ejqpqal4e3uTkJBgcdSck5ODm5sbEyZM6HV8bm4u69ato7OzkzfeeKPXnU3ovu9x8+bNeHh48NZbb1mEwTNnznDjxo07hstz584RHR3N9evXWbduHY888giA+ejd1hF8T7teRSQiIiLyPWpvbycpKYmsrCx8fX155513rI6xjUYjwcHBNu/RBPjkk0/49a9/jZOTE2+++abFruftekLswIED2bZtG4GBgRb9JpOJhx56iOHDh9scbzQaee2112hqamLdunVERESY+3pCaktLi82xLS0teHp69rq2vkThUkRExIH4BdkOLn9umpqaiIuLIycnhzFjxpCSkoKfn59FTXt7O/n5+URFRdm8xnvvvcdvf/tbBg4cyFtvvcWkSZNs1rW3t7NlyxYOHz6Mr68vycnJ/OhHP7KqMxqNvR6/Hzx4kLfffpt+/fqxadMm5s6da9Hv6enJ4MGDqampsTm+pqam19Da1yhcioiIOBB7PJHd1zU3NxMTE0NxcTHBwcEkJiba/KWckpISGhsbbR5Tb9u2jY8++gg/Pz+Sk5OtXjXUo6Ojg9dee40TJ07wwx/+kJSUFHx9fa3qqqurOX/+POvXr7fqy8jIIDk5mUGDBpGYmNjrEf3YsWMpKCigpaUFd3d3c/ulS5eor6+3CqR9le65FBEREYcSHx9PcXExISEhbN++3WawhO5j6tGjR1sdlWdlZfHRRx8xcuRIi1/IsSU1NZUTJ04wduxYdu/ebTNYQveupaenJ48++qhFe05ODikpKXh5eZGamnrHez+feOIJWltbyczMtGj/4IMPAAgLC+t1bF+inUsRERFxGCUlJWRnZ+Pq6srUqVM5duyYVY3BYGD8+PFWryCC7l3PXbt2ATBr1ixOnz5tNd7Dw4NZs2ZRXV3NP/3TP+Hk5MSsWbP44x//aFXr7e3NY489hslkYtKkSbi4WEanbdu20dXVRUhICGVlZZSVlVldY968eQCEhoZy6NAh3n33XaqqqggMDCQ3N5fjx4+zZMkSHn744W/+RTkwhUsRERFxGPn5+UD3r+ckJibarJk/fz5+fn6Ul5ezdu1ai74vvvjC/LOSPe+qvN3w4cPNwbOjowPAHEhvN2HCBCZMmEBBQQGxsbEWfdXV1Vy8eBHofsq8t1/Y6QmXTk5ObN26lT179pCdnc2RI0cYMWIEsbGxLF261ObYvsipvr7e9jPxIiIiYne1tbUMGzbsfi9D+jhH/jvSPZciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiJyX5SWljJlyhROnz5t1VdUVERMTAyzZ89m+vTpPPXUU+zevZubN2/avNbRo0d5/PHHaWlpAeCrr77ijTfe4Mknn2Tq1Kk8+eSTbN68mdraWquxly5d4pe//CVhYWHMmDGDFStW8Ic//KHXdRcVFTF58mQuXboEQH19PUlJSSxatIhp06YRGhpKXFwcFy5csBrb0tJCamoqixcvJiQkhIiICPbv309HR8c3+cr6BJf7vQARERH581NZWcmGDRvo7Oy06issLGTNmjV4e3sTGRmJl5cX+fn5pKWlUVJSwo4dO+jXz3J/zGQyERQUhLu7O9euXWPlypVcv36d8PBwHnzwQSoqKvj444/Jy8tj7969DB06FIDLly+zcuVK2traWLp0Kd7e3mRnZ/Pqq69SXV3Nc889Z7U+k8nEqFGjMBgMtLa2EhUVxfnz5wkLCyMwMJCqqioOHjxIbm4uaWlp+Pv7A9DZ2cnLL79MTk4OCxYsYOzYseTl5bFjxw4qKyt55ZVXvodv+t5TuBQREZF76uTJk8THx9PQ0GCzf8uWLXh6erJv3z5zCIyIiCA5OZmMjAxOnDjBnDlzzPUdHR3k5uayatUqAN5//33q6urYvn07U6dONdc99thjvPTSS/zmN79hw4YNALz33ntcu3aN9PR0xo0bB0B4eDg///nP2bNnD+Hh4QwcONBifUajkWnTpgGQkZFBRUUFcXFxhIeHm2vmzJnD8uXL2blzJ8nJyQAcP34ck8nEmjVrWLZsmXmuhIQEsrKyWLhwoXkNfZmOxUVEROSeiY2NZePGjfj4+BAaGmrVf/nyZSorK5k5c6Y5WPaYP38+0H0sfauzZ8/S0NBgDnx5eXkYDAaLYAkwY8YMBg4cSGFhobnNycmJadOmWYQ6Z2dngoODaWlp4eLFixbXqK2tpby8nOnTp5vncnV1ZeHChRZ1AQEBjBkzxmKuI0eO4OrqytNPP21R+/zzzwNw+PBhq++jL9LOpYiIiAP5m8M193sJvfpDmO9dX+PChQtER0cTGRnJ3r17rfp9fHw4cOAA/fv3t+q7cuUKgNWRuNFoZOTIkYwaNQqA1NRUmpqarMY3NzfT3NxsMf5Xv/qVzXWeO3eOfv368cADD1jN5eHhQVBQEACbN2/m6tWrODs7W9R1dXVx7do1i7lKS0vx9/fHw8PDotZgMDBkyBDOnj1rcy19jcKliIiIAzlV23a/l/C9yszMxM3Nrdd+FxcXc0i83YcffgjAxIkTLdpNJpN51xKwCoQ9MjIy6OjoIDg42GZ/Y2MjlZWV/O53v6OgoICf/vSnVrunJpOJ4OBg82cYOnSoVQ3Ap59+Sl1dHTNmzAC6H+RpaGgwh9Lb+fr6UlVVZbOvr1G4FBERkXvmTsHyTtLT08nPzycgIMAc2ADq6uooKysjOjr6juNPnTpFeno6np6ePPPMMzZrNm3axGeffQbAuHHjWL58uUV/e3s7p06d4u///u/vOFdFRQVJSUk4OzuzcuVKoDu4AgwYMMDmGHd3d5qbm+943b5C91yKiIiIQ0tPTyc1NRVvb28SEhIsjppzcnJwc3NjwoQJvY7Pzc1l3bp1dHZ28sYbb/S6s7lgwQKSkpJYsWIF5eXlPPfcc+bXDQGcOXOGGzduWOyS3u7cuXNER0dz/fp11q1bxyOPPAJ0H5Pf+u/turq6rI7W+yqFSxEREXFI7e3tJCQkkJqaiq+vL++99x4Gg8Gixmg0EhwcbPMeTYBPPvmEX/ziF3R0dPDmm29a7HreLiQkhJkzZ/LCCy8QHx9PTU0N6enp5n6TycRDDz3E8OHDbY43Go288MIL1NfXs27dOiIiIsx9PTuWPe/hvF1LSwuenp69rq0v0bG4iIiIA5k0zPV+L8EhNDU1ERcXR05ODmPGjCElJQU/Pz+Lmvb2dvLz84mKirJ5jffee4/f/va3DBw4kLfeeotJkyZ94/lDQkLw9PTkiy++MLcZjUbzU+K3O3jwIG+//Tb9+vVj06ZNzJ0716Lf09OTwYMHU1Nj+4GtmpqaXkNrX6NwKSIi4kDs8UR2X9fc3ExMTAzFxcUEBweTmJho9a5JgJKSEhobG20eU2/bto2PPvoIPz8/kpOTzS8yv1V9fT2rVq3iL/7iL9iyZYtFX1tbGzdv3jTviFZXV3P+/HnWr19vdZ2MjAySk5MZNGgQiYmJvR7Rjx07loKCAlpaWnB3dze3X7p0ifr6eqtA2lfpWFxEREQcSnx8PMXFxYSEhLB9+3abwRK6j6lHjx5tdVSelZXFRx99xMiRIy1+Ied2gwcPxsXFhX/7t3+joqLCom///v20tbUxa9YsoHvX0tPTk0cffdSiLicnh5SUFLy8vEhNTb3jvZ9PPPEEra2tZGZmWrR/8MEHAISFhfU6ti/RzqWIiIg4jJKSErKzs3F1dWXq1KkcO3bMqsZgMDB+/HirVxBB967nrl27AJg1a5bN3y338PAwh8aNGzfy4osvEhUVRUREBN7e3hQUFHDixAn+6q/+ip/97GdAd5CdNGkSLi6W0Wnbtm10dXUREhJCWVkZZWVlVvPNmzcPgNDQUA4dOsS7775LVVUVgYGB5Obmcvz4cZYsWcLDDz/87b8wB6RwKSIiIg4jPz8f6D6WTkxMtFkzf/58/Pz8KC8vZ+3atRZ9X3zxhflnJffv329z/PDhw83hMigoiPT0dHbv3k1mZiYtLS0YDAZWr17Nc889h5ubG21tbRQUFBAbG2txnerqavMv+Bw+fLjXX9jpCZdOTk5s3bqVPXv2kJ2dzZEjRxgxYgSxsbEsXbr067+cPsKpvr7e9jPxIiIiYne1tbUMGzbsfi9D+jhH/jvSPZciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiInJflJaWMmXKFE6fPm3VV1RURExMDLNnz2b69Ok89dRT7N69m5s3b9q81tGjR3n88cdpaWkB4KuvvuKNN97gySefZOrUqTz55JNs3ryZ2traO66po6ODv/3bv2Xy5Mm91hQVFTF58mQuXboEQH19PUlJSSxatIhp06YRGhpKXFwcFy5csBrb0tJCamoqixcvJiQkhIiICPbv309HR8cd19WXuNzvBYiIiMifn8rKSjZs2EBnZ6dVX2FhIWvWrMHb25vIyEi8vLzIz88nLS2NkpISduzYQb9+lvtjJpOJoKAg3N3duXbtGitXruT69euEh4fz4IMPUlFRwccff0xeXh579+5l6NChNte1d+9eiouL77h2k8nEqFGjMBgMtLa2EhUVxfnz5wkLCyMwMJCqqioOHjxIbm4uaWlp+Pv7A9DZ2cnLL79MTk4OCxYsYOzYseTl5bFjxw4qKyt55ZVXvuO36VgULkVEROSeOnnyJPHx8TQ0NNjs37JlC56enuzbt88cAiMiIkhOTiYjI4MTJ04wZ84cc31HRwe5ubmsWrUKgPfff5+6ujq2b9/O1KlTzXWPPfYYL730Er/5zW/YsGGD1bxnz54lLS0NNze3XndIAYxGI9OmTQMgIyODiooK4uLiCA8PN9fMmTOH5cuXs3PnTpKTkwE4fvw4JpOJNWvWsGzZMgDCw8NJSEggKyuLhQsXMm7cuG/0HToyHYuLiIjIPRMbG8vGjRvx8fEhNDTUqv/y5ctUVlYyc+ZMq93F+fPnA93H0rc6e/YsDQ0N5sCXl5eHwWCwCJYAM2bMYODAgRQWFlrN29TUxOuvv87UqVPvGPBqa2spLy9n+vTp5rlcXV1ZuHChRV1AQABjxoyxmOvIkSO4urry9NNPW9Q+//zzABw+fLjXefsS7VyKiIg4EI9N0fd7Cb1qfv3du77GhQsXiI6OJjIykr1791r1+/j4cODAAfr372/Vd+XKFQCrI3Gj0cjIkSMZNWoUAKmpqTQ1NVmvv7mZ5uZmq/EAW7dupbGxkVdffZVXX3211/UbjUY8PDwICgoCYPPmzVy9ehVnZ2eLuq6uLq5du2YxV2lpKf7+/nh4eFjUGgwGhgwZwtmzZ3udty9RuBQREXEgzhWf3+8lfK8yMzNxc3Prtd/FxcUcEm/34YcfAjBx4kSLdpPJZN61BHjggQdsjs/IyKCjo4Pg4GCL9pMnT/Iv//IvJCUl4ePjc8f1m0wmgoODzZ9h6NChNu/f/PTTT6mrq2PGjBlA94M8DQ0N5lB6O19fX6qqqu44d1+hY3ERERG5Z+4ULO8kPT2d/Px8AgICzIENoK6ujrKyMvMxdW9OnTpFeno6np6ePPPMM+b2mpoa4uPjWbhwITNnzrzjNdrb2zl16pRFkLWloqKCpKQknJ2dWblyJQCNjY0ADBgwwOYYd3d3mpub73jdvkLhUkRERBxaeno6qampeHt7k5CQYHHUnJOTg5ubGxMmTOh1fG5uLuvWraOzs5M33njDvLPZ1dXFG2+8wQ9+8AN+8YtffO06zpw5w40bN+4YLs+dO0d0dDTXr19n3bp1PPLII+a5bv33dl1dXVZH632VjsVFRETEIbW3t5OUlERWVha+vr688847GAwGixqj0UhwcLDNezQBPvnkE37961/j5OTEm2++abHr+X/+z/+hoKCApKQkbt68aX5CvL29Heh+f2W/fv0YNGgQ0H0k/tBDDzF8+HCbcxmNRl577TWamppYt24dERER5r6eHcue93DerqWlBU9Pz2/ytTg8hUsREREH0uEfeL+X4BCampqIi4sjJyeHMWPGkJKSgp+fn0VNe3s7+fn5REVF2bzGe++9x29/+1sGDhzIW2+9xaRJkyz6//jHP9LV1cVLL71kc3xoaCjDhw/n0KFDQHd47O34/eDBg7z99tv069ePTZs2MXfuXIt+T09PBg8eTE1Njc3xNTU1vYbWvkbhUkRExIHY44nsvq65uZmYmBiKi4sJDg4mMTGRgQMHWtWVlJTQ2Nho85h627ZtfPTRR/j5+ZGcnGx+kfmtYmJiuH79ulV7SkoK5eXl7Ny507wjWl1dzfnz51m/fr1VfUZGBsnJyQwaNIjExMRej+jHjh1LQUEBLS0tuLu7m9svXbpEfX29VSDtqxQuRURExKHEx8dTXFxMSEgIv/71r3F1dbVZZzKZGD16tNVReVZWFh999BEjR47k/fffx9fX1+b4nvshb9dzDH7rT0AajUY8PT159NFHLWpzcnJISUnBy8uL999/32aI7fHEE09gNBrJzMw0v0Qd4IMPPgAgLCys17F9icKliIiIOIySkhKys7NxdXVl6tSpHDt2zKrGYDAwfvx4q1cQQfeu565duwCYNWuWzd8t9/DwYNasWd9qXSaTiUmTJuHiYhmdtm3bRldXFyEhIZSVlVFWVmY1dt68eUD3MfuhQ4d49913qaqqIjAwkNzcXI4fP86SJUt4+OGHv9WaHJXCpYiIiDiM/Px8ANra2khMTLRZM3/+fPz8/CgvL2ft2rUWfV988YX5ZyX3799vc/zw4cO/Vbhsa2ujoKCA2NhYi/bq6mouXrwIdP+6Tm+/sNMTLp2cnNi6dSt79uwhOzubI0eOMGLECGJjY1m6dOk3Xo+jc6qvr7f9TLyIiIjYXW1tLcOGDbvfy5A+zpH/jvSeSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG5f7vQARERH581RaWsqqVavYtWsXEydOtOgrKipi7969lJaW0tLSgp+fH3PnzuXnP/85bm5uVtc6evQoW7Zs4dixY7i7u/PVV1+xe/du8vLyuHbtGkOGDGHq1Km88MILDBs2zGLsm2++ySeffGJzja+//jphYWFWa1u9ejVZWVkYDAbq6+vZs2cP//Ef/0FtbS0DBw5k4sSJrF69mgcffNBibEtLC/v27ePTTz+ltraWBx54gJ/85Cf87Gc/w9nZ+Tt8i45H4VJERETuucrKSjZs2EBnZ6dVX2FhIWvWrMHb25vIyEi8vLzIz88nLS2NkpISduzYQb9+loevJpOJoKAg3N3duXbtGitXruT69euEh4fz4IMPUlFRwccff0xeXh579+5l6NCh5rHl5eUMHz6cF154wWot48ePt2ozmUz8f+zdf1TVVb7/8ScCJsFVA0ENR1NnzNS8WoA/UGSuiqVmY6IheitHpxQblFSMbjMOKmla+aMfhmFZN8eYm2N6/TF5M5vv3PPhhyjKRUuEETGIwPSEKAfkx/cPlmc6noNZHeU4vB5rzWrc+70/e3/O4o/X2vvzOadr164EBgZSXV3NnDlzOHXqFOPHj6dPnz6UlJSwbds20tPTSUlJoWfPngDU19fz7LPPkpaWxkMPPUTfvn3JyMhg/fr1FBUV8dxzz/3Uj9UlKFyKiIjITXXgwAGSkpKoqKhw2P/CCy/g7e3Nu+++aw2BkZGRrFmzhq1bt/Lpp58yatQoa31dXR3p6enMmjULgDfffJOzZ8+ybt06hgwZYq0bNGgQCxcu5O233yY+Ph5oDHwFBQUMHz6cBx988LrWbzKZGDp0KABbt26loKCAhIQEJk6caK0ZNWoUM2bM4LXXXmPNmjUA7N+/H8MwmDt3Lo8//jgAEydOZMWKFWzfvp0JEybQr1+/61qDK9MzlyIiInLTxMXFsXjxYvz8/IiIiLDr//rrrykqKmLEiBE2u4sA48aNAxqPpb/r2LFjVFRUWANfRkYGgYGBNsESICwsDB8fHw4fPmxtO3PmDNXV1dbdxe9TXl5Ofn4+oaGh1rk8PT2ZMGGCTV3v3r3p0aOHzVy7d+/G09OTKVOm2NQ+9thjAOzateu61uDqtHMpIiLiQqqy5jf3EprkFbT2J1+jsLCQmJgYoqOj2bx5s12/n58fH374Ibfddptd3zfffANgdyRuMpno0qULXbt2BSA5OZlLly7Zja+qqqKqqspmfF5eHgA9evQAGp+J9PT0bPL5R5PJhJeXFwMHDgRg2bJlnDt3zq6+oaGB8+fP28yVm5tLz5498fLysqkNDAzkjjvu4NixYw7nvNUoXIqIiLiQ+oovmnsJN1RqaqrDF3Ku8PDwsIbEq23ZsgXA7uUfwzCsu5YAHTt2dDh+69at1NXVERQUZG07efIkAOnp6axdu5avvvoKT09PhgwZQlxcHIGBgXZzBQUFWe+hQ4cOdjusAB9//DFnz54lLCwMaAytFRUV1lB6tYCAAEpKShz23Wp0LC4iIiI3zbWC5bVs2rSJzMxMevfubQ1sAGfPniUvL896TN2UgwcPsmnTJry9vZk2bZq1PT8/H4D/+7//Y8aMGaxatYpHH32UtLQ0fv3rX9sEvtraWg4ePGgTZB0pKChg9erVuLu7M3PmTAAqKysBuP322x2OadOmDVVVVde87q1CO5ciIiLi0jZt2kRycjK+vr6sWLHC5qg5LS2N1q1bc9999zU5Pj093fpmemJios3OZkREBL179+axxx6jTZs2AISHh3PvvfeyePFiNmzYwLJlywA4cuQIFy9evGa4PHHiBLGxsVy4cIH4+HjuueceoPGY/Lv/vVpDQ4O+ikhERETkRqqtrWX16tVs376dgIAAXn31VbtjapPJRFBQkMNnNAF27tzJypUrcXNzY/ny5Ta7ngAPPPCAw3G//OUv6dixI+np6dY2wzDo3r07nTt3djjGZDLx/PPPc+nSJRYsWEBkZKS178qOpcVicTjWYrHg7e3tsO9Wo3ApIiLiQlq17d3cS3AJly5dIiEhgbS0NHr06MHatWvp1KmTTU1tbS2ZmZnMmTPH4TU2bNjAO++8g4+PDy+++CLBwcE/aA2+vr7WY3NoDI9NHb9v27aNl156iVatWrF06VLGjBlj0+/t7U379u0pKytzOL6srKzJ0HqrUbgUERFxIc54I/tWV1VVxbx58zh69ChBQUGsWrUKHx8fu7qcnBwqKysdHlO/8sorfPDBB3Tq1Ik1a9Y4/Kohs9lMTEwMXbp0YdWqVTZ9tbW1nDlzhi5dugBQWlrKqVOnWLRokd11tm7dypo1a2jbti2rVq1q8oi+b9++ZGVlYbFYrEfwAMXFxZjNZrtAeqvSCz0iIiLiUpKSkjh69CjDhw9n3bp1DoMlNB5Td+vWze6ofPv27XzwwQd06dLF5hdyrta+fXvq6ur429/+xueff27Tt3nzZiorK60//WgymfD29mbAgAE2dWlpaaxdu5Z27dqRnJx8zWc/H3jgAaqrq0lNTbVpf++99wDsfmbyVqWdSxEREXEZOTk57Nu3z/p1QJ988oldTWBgIP3797f7CiJo3PV8/fXXgcYXcw4dOmQ33svLi/DwcADi4+OZN28ec+fOJTIykoCAALKysvj000+5//77mTp1KtAYZIODg/HwsI1Or7zyCg0NDQwfPpy8vDzr92Z+15Vf/omIiGDHjh288cYblJSU0KdPH9LT09m/fz+TJ0/m7rvv/uEfmAtSuBQRERGXkZmZCcDly5ftjqqvGDduHJ06dSI/P5/58+fb9H3++efWn5V8//33HY7v3LmzNVzef//9pKSkkJKSwp///Geqqqq48847eeqpp5g+fToeHh5cvnyZrKws4uLibK5TWlrK6dOngcZf12nqF3auhEs3Nzdefvll3nrrLfbt28fu3bu58847iYuL49FHH/3+D+cW4WY2mx2/Ey8iIiJOV15ejr+/f3MvQ25xrvx3pGcuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRESkWeTm5jJ48GAOHTpk15ednc28efMYOXIkoaGhTJo0iY0bN1JTU+PwWnv27GHYsGFYLBYAvvrqKxITExk7dixDhgxh7NixLFu2jPLycrux9fX1/OlPfyI6Oprhw4czfvx4EhMTKSsrczhXdnY2ISEhFBcXA2A2m1m9ejUPP/wwQ4cOJSIigoSEBAoLC+3GWiwWkpOTeeSRRxg+fDiRkZG8//771NXVXe/H5vI8mnsBIiIi0vIUFRURHx9PfX29Xd/hw4eZO3cuvr6+REdH065dOzIzM0lJSSEnJ4f169fTqpXt/phhGAwcOJA2bdpw/vx5Zs6cyYULF5g4cSJ33XUXBQUFfPTRR2RkZLB582Y6dOhgHZuYmMjevXsJCwsjMjKS06dP8+GHH3LkyBHee+89/uVf/sVurq5duxIYGEh1dTVz5szh1KlTjB8/nj59+lBSUsK2bdtIT08nJSWFnj17Ao0h9tlnnyUtLY2HHnqIvn37kpGRwfr16ykqKuK55567AZ/0zadwKSIiIjfVgQMHSEpKoqKiwmH/Cy+8gLe3N++++641BEZGRrJmzRq2bt3Kp59+yqhRo6z1dXV1pKenM2vWLADefPNNzp49y7p16xgyZIi1btCgQSxcuJC3336b+Ph4AD777DP27t1LZGSktQ3gF7/4BUuXLuXPf/4zjz/+uM36TCYTQ4cOBWDr1q0UFBSQkJDAxIkTrTWjRo1ixowZvPbaa6xZswaA/fv3YxgGc+fOtV5z4sSJrFixgu3btzNhwgT69ev34z5UF6JwKSIi4kI27l7a3Eto0pPjfv+TrxEXF4fJZKJ79+4MHjyYffv22fR//fXXFBUV8dBDD9nsLgKMGzeOrVu3kp2dbRMujx07RkVFhTXwZWRkEBgYaBMsAcLCwvDx8eHw4cPWtm3btuHt7c3cuXNtaiMiIjh9+jRdu3a1aS8vLyc/P5958+ZZ5/L09GTChAk2db1796ZHjx42c+3evRtPT0+mTJliU/vYY4+xfft2du3apXApIiIiznWmvKC5l3BDFRYWEhMTQ3R0NJs3b7br9/Pz48MPP+S2226z6/vmm28A7I7ETSYTXbp0sQbB5ORkLl26ZDe+qqqKqqoq6/i6ujqOHDlCcHAw3t7eQOMzke7u7rRu3doucF6Zy8vLi4EDBwKwbNkyzp07h7u7u01dQ0MD58+ft1lrbm4uPXv2xMvLy6Y2MDCQO+64g2PHjtnNdytSuBQREZGbJjU1ldatWzfZ7+HhYbdbeMWWLVsAuP/++23aDcOw7loCdOzY0eH4rVu3UldXR1BQEAAlJSVUV1dz55138umnn5KSkkJ+fj7u7u4EBQWxcOFCunXrZjdXUFCQ9R46dOhgt8MK8PHHH3P27FnCwsKAxtBaUVFhDaVXCwgIoKSkxGHfrUZvi4uIiMhNc61geS2bNm0iMzOT3r17WwMbwNmzZ8nLyyM0NPSa4w8ePMimTZvw9vZm2rRpAFy4cAGAzMxMfv/73zNs2DBWrVrFr3/9a44cOcLMmTOtb4QD1NbWcvDgQZsg60hBQQGrV6/G3d2dmTNnAlBZWQnA7bff7nBMmzZtqKqq+p5P4dagcCkiIiIubdOmTSQnJ+Pr68uKFStsjprT0tJo3bo19913X5Pj09PTWbBgAfX19SQmJlp3Nq98rVFhYSHLli0jJiaG8PBwfvOb3/DCCy9QUVFBcnKy9TpHjhzh4sWL1wyXJ06cICYmhgsXLrBgwQLuueceoPGY/Lv/vVpDQ4Pd0fqtSsfiIiIiLuRn/j2bewkuo7a2ltWrV7N9+3YCAgJ49dVXCQwMtKkxmUwEBQU5fEYTYOfOnaxcuRI3NzeWL19us+t55dnHgIAAfvnLX9qMGz58OB07diQzM9PaZhgG3bt3p3Pnzg7nMplMPP/881y6dIkFCxYQGRlp7buyY3nlezivZrFYrM993uoULkVERFyIM97I/mdw6dIlEhISSEtLo0ePHqxdu5ZOnTrZ1NTW1pKZmcmcOXMcXmPDhg288847+Pj48OKLLxIcHGzTf2UH09fX1+F4Pz8/8vPzrf82mUxNHr9v27aNl156iVatWrF06VLGjBlj0+/t7U379u2b/GL2srKyJkPrrUbH4iIiIuJSqqqqmDdvHmlpaQQFBZGSkmIXLAFycnKorKx0eEz9yiuv8M4779CpUyfeeustu2AJ0L59e7p06cKZM2eorq626auvr6ekpIQ777wTgNLSUk6dOuVwrq1bt/Liiy/i7e3Nq6++ahcsr+jbty8FBQV2u5fFxcWYzWb69+/f9IdyC1G4FBEREZeSlJTE0aNHGT58OOvWrcPHx8dhnWEYdOvWze6ofPv27XzwwQd06dLF5hdyHHnooYe4ePEi77//vk37Rx99hNlsZvTo0UDjrqW3tzcDBgywqUtLS2Pt2rW0a9eO5OTkaz77+cADD1BdXU1qaqpN+3vvvQfA+PHjmxx7K9GxuIiIiLiMnJwc9u3bh6enJ0OGDOGTTz6xqwkMDKR///52X0EEjbuer7/+OgDh4eEOf7fcy8uL8PBwAKZNm4bJZCI5OZnCwkLuu+8+Tpw4wUcffUTPnj3593//d6AxyAYHB+PhYRudXnnlFRoaGhg+fDh5eXnk5eXZzffggw8CjV/MvmPHDt544w1KSkro06cP6enp7N+/n8mTJ3P33Xf/8A/MBSlcioiIiMu48gLN5cuXWbVqlcOacePG0alTJ/Lz85k/f75N3+eff279WcmrdyOv6Ny5szVctm7dmtdee4333nuPv/zlL3z66afccccdTJ48maeeeoo2bdpw+fJlsrKyiIuLs7lOaWkpp0+fBmDXrl3s2rXL4XxXwqWbmxsvv/wyb731Fvv27WP37t3ceeedxMXF8eijj37/h3OLcDObzY7fiRcRERGnKy8vx9/fv7mXIbc4V/470jOXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNB7NvQARERFpmXJzc5k1axavv/46999/v01fdnY2mzdvJjc3F4vFQqdOnRgzZgxPPPEErVu3trvWnj17eOGFF/jkk09o06YNX331FRs3biQjI4Pz589zxx13MGTIEGbPno2/vz8AJSUl/OpXv7rmGjt37syOHTvs1vbUU0+xfft2AgMDMZvNvPXWW/zv//4v5eXl+Pj4cP/99/PUU09x11132Yy1WCy8++67fPzxx5SXl9OxY0d+9atfMXXqVNzd3X/4h+iCFC5FRETkpisqKiI+Pp76+nq7vsOHDzN37lx8fX2Jjo6mXbt2ZGZmkpKSQk5ODuvXr6dVK9vDV8MwGDhwIG3atOH8+fPMnDmTCxcuMHHiRO666y4KCgr46KOPyMjIYPPmzXTo0IE77riDxMREh+vbu3cv6enp/PKXv7TrMwyDrl27EhgYSHV1NXPmzOHUqVOMHz+ePn36UFJSwrZt20hPTyclJYWePXsCUF9fz7PPPktaWhoPPfQQffv2JSMjg/Xr11NUVMRzzz3nhE+2+SlcioiIyE114MABkpKSqKiocNj/wgsv4O3tzbvvvkuHDh0AiIyMZM2aNWzdupVPP/2UUaNGWevr6upIT09n1qxZALz55pucPXuWdevWMWTIEGvdoEGDWLhwIW+//Tbx8fF4eXnx4IMP2s2fl5fH4cOH+dd//Veefvppu36TycTQoUMB2Lp1KwUFBSQkJDBx4kRrzahRo5gxYwavvfYaa9asAWD//v0YhsHcuXN5/PHHAZg4cSIrVqxg+/btTJgwgX79+v2gz9IV6ZlLERERuWni4uJYvHgxfn5+RERE2PV//fXXFBUVMWLECGuwvGLcuHFA47H0dx07doyKigpr4MvIyCAwMNAmWAKEhYXh4+PD4cOHm1xffX09S5cuBeB3v/sdHh62+3Dl5eXk5+cTGhpqncvT05MJEybY1PXu3ZsePXrYzLV79248PT2ZMmWKTe1jjz0GwK5du5pc161EO5ciIiIu5Orn+1zJww8//JOvUVhYSExMDNHR0WzevNmu38/Pjw8//JDbbrvNru+bb74BsDsSN5lMdOnSha5duwKQnJzMpUuX7MZXVVVRVVVlN/67du7cSV5eHr/+9a+t17t6Li8vLwYOHAjAsmXLOHfunN3zkg0NDZw/f95mrtzcXHr27ImXl5dNbWBgIHfccQfHjh1rcl23EoVLERERF1JWVtbcS7ihUlNTHb6Qc4WHh4fDUAewZcsWALuXfwzDsO5aAnTs2NHh+K1bt1JXV0dQUJDD/traWlJSUmjXrp312PpqhmEQFBRkvYcOHTrY7bACfPzxx5w9e5awsDCg8UWeiooKayi9WkBAACUlJQ77bjU6FhcREZGb5lrB8lo2bdpEZmYmvXv3tgY2gLNnz5KXl2c9pm7KwYMH2bRpE97e3kybNs1hzSeffEJZWRmPPvqo3e4iNIbPgwcP2gRZRwoKCli9ejXu7u7MnDkTgMrKSgBuv/12h2PatGlDVVXVNa97q1C4FBEREZe2adMmkpOT8fX1ZcWKFTZHzWlpabRu3Zr77ruvyfHp6eksWLCA+vp6EhMTm9zZ/K//+i9uu+02u2cirzhy5AgXL168Zrg8ceIEMTExXLhwgQULFnDPPfcAjcfk3/3v1RoaGv5pvopI4VJERERcUm1tLStWrCA5OZmAgAA2bNhAYGCgTY3JZCIoKMjhM5rQ+AzlM888Q11dHcuXL7fZ9fyu8vJycnNzCQ0NpW3btg5rDMOge/fudO7c2WG/yWRi9uzZmM1mFixYQGRkpLXvyo6lxWJxONZiseDt7e2w71ajZy5FRERcSEBAQHMvwSVcunSJhIQE0tLS6NGjB2vXrqVTp042NbW1tWRmZjJnzhyH19iwYQPvvPMOPj4+vPjiiwQHBzc53//7f/+PhoYGxowZ02SNyWRq8vh927ZtvPTSS7Rq1YqlS5faXcfb25v27ds3+UxtWVlZk6H1VqNwKSIi4kKc8Ub2ra6qqop58+Zx9OhRgoKCWLVqFT4+PnZ1OTk5VFZWOjymfuWVV/jggw/o1KkTa9assX6ReVOys7Np1aoVISEhDvtLS0s5deoUixYtsuvbunUra9asoW3btqxatarJI/q+ffuSlZWFxWKhTZs21vbi4mLMZvM1g+2tRMfiIiIi4lKSkpI4evQow4cPZ926dQ6DJTQeU3fr1s3uqHz79u188MEHdOnSxeYXcq7l888/p2vXrk0eTZtMJry9vRkwYIBNe1paGmvXrqVdu3YkJydf89nPBx54gOrqalJTU23a33vvPQDGjx//veu8FWjnUkRERFxGTk4O+/btw9PTkyFDhvDJJ5/Y1QQGBtK/f3+7ryCCxl3P119/HYDw8HAOHTpkN97Ly4vw8HDrv+vq6iguLmbQoEFNrsswDIKDg+2+VP2VV16hoaGB4cOHk5eXR15ent3YK78CFBERwY4dO3jjjTcoKSmhT58+pKens3//fiZPnszdd9/d9AdzC1G4FBEREZeRmZkJwOXLl1m1apXDmnHjxtGpUyfy8/OZP3++Td/nn39u/VnJ999/3+H4zp0724TLb7/9lvr6ev7lX/7FYf3ly5fJysoiLi7Opr20tJTTp08Djb+u09Qv7FwJl25ubrz88su89dZb7Nu3j927d3PnnXcSFxfHo48+6nDsrcjNbDY7fideREREnK68vBx/f//mXobc4lz570jPXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiISLPIzc1l8ODBHDp0yK4vOzubefPmMXLkSEJDQ5k0aRIbN26kpqbG4bX27NnDsGHDsFgsAHz11VckJiYyduxYhgwZwtixY1m2bBnl5eV2Y0+fPk1CQgKjR48mNDSUKVOmsHXrVurr6x3OlZ2dTUhICMXFxQCYzWZWr17Nww8/zNChQ4mIiCAhIYHCwkK7sRaLheTkZB555BGGDx9OZGQk77//PnV1ddf7sbk8j+ZegIiIiLQ8RUVFxMfHOwxwhw8fZu7cufj6+hIdHU27du3IzMwkJSWFnJwc1q9fT6tWtvtjhmEwcOBA2rRpw/nz55k5cyYXLlxg4sSJ3HXXXRQUFPDRRx+RkZHB5s2b6dChAwAlJSXMnDmT6upqJk+ezJ133slnn33GmjVrOH36NM8++6zd+gzDoGvXrgQGBlJdXc2cOXM4deoU48ePp0+fPpSUlLBt2zbS09NJSUmhZ8+eANTX1/Pss8+SlpbGQw89RN++fcnIyGD9+vUUFRXx3HPP3YBP+uZTuBQREZGb6sCBAyQlJVFRUeGw/4UXXsDb25t3333XGgIjIyNZs2YNW7du5dNPP2XUqFHW+rq6OtLT05k1axYAb775JmfPnmXdunUMGTLEWjdo0CAWLlzI22+/TXx8PABbtmyhoqKCpKQkRo8ebZ0rJiaGP//5z0RFRXHXXXfZrM9kMjF06FAAtm7dSkFBAQkJCUycONFaM2rUKGbMmMFrr73GmjVrANi/fz+GYTB37lwef/xxACZOnMiKFSvYvn07EyZMoF+/fj/6c3UVOhYXERGRmyYuLo7Fixfj5+dHRESEXf/XX39NUVERI0aMsAbLK8aNGwc0Hkt/17Fjx6ioqLAGvoyMDAIDA22CJUBYWBg+Pj4cPnzY2lZUVATAsGHDbGpHjBgBQF5enk17eXk5+fn5hIaGWufy9PRkwoQJNnW9e/emR48eNnPt3r0bT09PpkyZYlP72GOPAbBr1y67z+NWpJ1LERERF5L6qy3NvYQmPfrRtJ98jcLCQmJiYoiOjmbz5s12/X5+fnz44Yfcdtttdn3ffPMNgN2RuMlkokuXLnTt2hWA5ORkLl26ZDe+qqqKqqoqm/F33XUXGRkZ/P3vf6dv377W9iuh09/f324uLy8vBg4cCMCyZcs4d+4c7u7uNnUNDQ2cP3/eZq7c3Fx69uyJl5eXTW1gYCB33HEHx44ds1vzrUjhUkRExIWUZn/V3Eu4oVJTU2ndunWT/R4eHtaQeLUtWxqD9/3332/TbhiGddcSoGPHjg7Hb926lbq6OoKCgqxtjz/+OOnp6SxdupSFCxcSGBjI//7v//LnP/+Z4OBgBgwYYDdXUFCQ9R46dOhgt8MK8PHHH3P27FnCwsKAxhd5KioqrKH0agEBAZSUlDjsu9XoWFxERERummsFy2vZtGkTmZmZ9O7d2xrYAM6ePUteXp71mLopBw8eZNOmTXh7ezNt2j92YDt06MDs2bMpKytj7ty5/OpXv+Kll16ib9++rF69Gjc3N2ttbW0tBw8etAmyjhQUFLB69Wrc3d2ZOXMmAJWVlQDcfvvtDse0adOGqqqqa38ItwiFSxEREXFpmzZtIjk5GV9fX1asWGFz1JyWlkbr1q257777mhyfnp7OggULqK+vJzEx0WZn89133yUhIQFfX18WL17Miy++yNSpUzl+/DgxMTFcuHDBWnvkyBEuXrx4zXB54sQJ67gFCxZwzz33AI3H5N/979UaGhrsjtZvVToWFxEREZdUW1vL6tWr2b59OwEBAbz66qsEBgba1JhMJoKCghw+owmwc+dOVq5ciZubG8uXL7fZ9aysrCQlJQV/f3/eeecd2rZtC8Avf/lLevfuzZIlS3jnnXeIjY0FGo/Eu3fvTufOnR3OZTKZeP7557l06RILFiwgMjLS2ndlx/LK93BezWKx4O3tfZ2fjGtTuBQREXEhnQY6Di4tzaVLl0hISCAtLY0ePXqwdu1aOnXqZFNTW1tLZmYmc+bMcXiNDRs28M477+Dj48OLL75IcHCwTX9RURHV1dWEh4dbg+UVY8aMYeXKlWRmZlrbTCZTk8fv27Zt46WXXqJVq1YsXbqUMWPG2PR7e3vTvn17ysrKHI4vKytrMrTeahQuRUREXIgz3si+1VVVVTFv3jyOHj1KUFAQq1atwsfHx64uJyeHyspKh8fUr7zyCh988AGdOnVizZo11i8y/64rz386+nWchoYG6uvrrcfYpaWlnDp1ikWLFtnVbt26lTVr1tC2bVtWrVrV5BF93759ycrKwmKx0KZNG2t7cXExZrPZLpDeqvTMpYiIiLiUpKQkjh49yvDhw1m3bp3DYAmNx9TdunWzOyrfvn07H3zwAV26dLH5hZyr9ejRg86dO/PJJ5/Y7Sju2LGD6upqBg0aBDTuWnp7e9u9PZ6WlsbatWtp164dycnJ13z284EHHqC6uprU1FSb9vfeew+A8ePHNzn2VqKdSxEREXEZOTk57Nu3D09PT4YMGcInn3xiVxMYGEj//v3tvoIIGnc9X3/9dQDCw8Md/m65l5cX4eHhtGrViueee45nnnmGxx9/nEceeQQ/Pz9ycnLYu3cv3bt3Z8aMGUBjkA0ODsbDwzY6vfLKKzQ0NDB8+HDy8vLsvnQd4MEHHwQgIiKCHTt28MYbb1BSUkKfPn1IT09n//79TJ48mbvvvvvHfWguRuFSREREXMaVZxwvX77MqlWrHIyAhJsAAQAASURBVNaMGzeOTp06kZ+fz/z58236Pv/8c+vPSr7//vsOx3fu3Jnw8HCg8SchN23axKZNm0hNTeXSpUsEBAQQHR3NzJkz8fHx4fLly2RlZREXF2dzndLSUk6fPg00/rpOU7+wcyVcurm58fLLL/PWW2+xb98+du/ezZ133klcXByPPvro9384twg3s9ns+J14ERERcbry8nK7X30R+aFc+e9Iz1yKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiEizyM3NZfDgwRw6dMiuLzs7m3nz5jFy5EhCQ0OZNGkSGzdupKamxuG19uzZw7Bhw7BYLAB89dVXJCYmMnbsWIYMGcLYsWNZtmwZ5eXldmMLCgpYuHAh//Zv/8Yvf/lLZs+ejclkanLd2dnZhISEUFxcDIDZbGb16tU8/PDDDB06lIiICBISEigsLLQba7FYSE5O5pFHHmH48OFERkby/vvvU1dXdz0f2S3Bo7kXICIiIi1PUVER8fHx1NfX2/UdPnyYuXPn4uvrS3R0NO3atSMzM5OUlBRycnJYv349rVrZ7o8ZhsHAgQNp06YN58+fZ+bMmVy4cIGJEydy1113UVBQwEcffURGRgabN2+mQ4cOABw/fpyYmBhqamp45JFH6Nq1K3/729+Ii4vjmWeeISoqym59hmHQtWtXAgMDqa6uZs6cOZw6dYrx48fTp08fSkpK2LZtG+np6aSkpNCzZ08A6uvrefbZZ0lLS+Ohhx6ib9++ZGRksH79eoqKinjuueduwCd98ylcioiIyE114MABkpKSqKiocNj/wgsv4O3tzbvvvmsNgZGRkaxZs4atW7fy6aefMmrUKGt9XV0d6enpzJo1C4A333yTs2fPsm7dOoYMGWKtGzRoEAsXLuTtt98mPj4egBdffJFLly7Z1E6ePJn/+I//4NVXX2Xo0KF07drVZn0mk4mhQ4cCsHXrVgoKCkhISGDixInWmlGjRjFjxgxee+011qxZA8D+/fsxDIO5c+fy+OOPAzBx4kRWrFjB9u3bmTBhAv369fvxH6yL0LG4iIiI3DRxcXEsXrwYPz8/IiIi7Pq//vprioqKGDFihDVYXjFu3Dig8Vj6u44dO0ZFRYU18GVkZBAYGGgTLAHCwsLw8fHh8OHD1rk+//xzgoODbWrd3Nx44oknuHz5Mrt27bK5Rnl5Ofn5+YSGhlrn8vT0ZMKECTZ1vXv3pkePHta5AHbv3o2npydTpkyxqX3ssccA7Oa6VWnnUkRExIWM3lXW3Eto0v+MD/jJ1ygsLCQmJobo6Gg2b95s1+/n58eHH37IbbfdZtf3zTffANgdiZtMJrp06WLdYUxOTubSpUt246uqqqiqqrKO//rrrwH4xS9+YVd75Vqff/653VxeXl4MHDgQgGXLlnHu3Dnc3d1t6hoaGjh//rzNWnNzc+nZsydeXl42tYGBgdxxxx0cO3bMbh23IoVLERERF3Kw/HJzL+GGSk1NpXXr1k32e3h42B1DX7FlyxYA7r//fpt2wzCsu5YAHTt2dDh+69at1NXVERQUBGANeRcvXrSrNZvNAHYvABmGQVBQkPUeOnToYLfDCvDxxx9z9uxZwsLCgMYXeSoqKqyh9GoBAQGUlJQ47LvV6FhcREREbpprBctr2bRpE5mZmfTu3dsa2ADOnj1LXl6e9Zi6KQcPHmTTpk14e3szbdo0ALp3707btm353//9XyorK23qP/nkEwCqq6utbbW1tRw8eNAmyDpSUFDA6tWrcXd3Z+bMmQDW699+++0Ox7Rp04aqqqprXvdWoXApIiIiLm3Tpk0kJyfj6+vLihUrbI6a09LSaN26Nffdd1+T49PT01mwYAH19fUkJiZadzY9PDyYMWMG33zzDbGxsRw+fJji4mJSU1OtQdTD4x+HvEeOHOHixYvXDJcnTpwgJiaGCxcusGDBAu655x6g8Zj8u/+9WkNDg93R+q1Kx+IiIiLikmpra1m9ejXbt28nICCAV199lcDAQJsak8lEUFCQw2c0AXbu3MnKlStxc3Nj+fLlNrueANOmTePy5cts2rSJ2bNnA43H6suWLWPNmjW0bdvWWmsYBt27d6dz584O5zKZTDz//PNcunSJBQsWEBkZae27smN55Xs4r2axWPD29v6eT+TWoHApIiLiQoL9PZt7CS7h0qVLJCQkkJaWRo8ePVi7di2dOnWyqamtrSUzM5M5c+Y4vMaGDRt455138PHx4cUXXyQ4ONhh3RNPPMGUKVPIz8+nTZs29OzZk7q6OkpLS22+GshkMjV5/L5t2zZeeuklWrVqxdKlSxkzZoxNv7e3N+3bt6eszPELW2VlZU2G1luNwqWIiIgLccYb2be6qqoq5s2bx9GjRwkKCmLVqlX4+PjY1eXk5FBZWenwmPqVV17hgw8+oFOnTqxZs8b6ReZX+5//+R9at27NiBEj6N+/v7U9PT2dy5cvW18eKi0t5dSpUyxatMjuGlu3brXucq5atarJI/q+ffuSlZWFxWKhTZs21vbi4mLMZrNdIL1V6ZlLERERcSlJSUkcPXqU4cOHs27dOofBEhqPqbt162Z3VL59+3Y++OADunTpYvMLOY58+OGHLF26lG+//dbaVllZSXJyMv7+/tbv4jSZTHh7ezNgwACb8Wlpaaxdu5Z27dqRnJx8zWc/H3jgAaqrq0lNTbVpf++99wAYP358k2NvJdq5FBEREZeRk5PDvn378PT0ZMiQIda3tr8rMDCQ/v37230FETTuer7++usAhIeHO/zdci8vL8LDwwGYOXMm8+bNY/bs2fzqV7+ioaGB7du3U1xczOrVq607jIZhEBwcbPOCDzTukDY0NDB8+HDy8vLIy8uzm+/BBx8EICIigh07dvDGG29QUlJCnz59SE9PZ//+/UyePJm77777h39gLkjhUkRERFxGZmYmAJcvX2bVqlUOa8aNG0enTp3Iz89n/vz5Nn2ff/659Wcl33//fYfjO3fubA2XISEhrFu3jpSUFJKTk/Hw8ODee+9lyZIl9OnTx7qWrKws4uLibK5TWlrK6dOngcZf12nqF3auhEs3Nzdefvll3nrrLfbt28fu3bu58847iYuL49FHH/2eT+bW4WY2mx2/Ey8iIiJOV15ejr+/f3MvQ25xrvx3pGcuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRUREpFnk5uYyePBgDh06ZNeXnZ3NvHnzGDlyJKGhoUyaNImNGzdSU1Pj8Fp79uxh2LBhWCwWAM6dO8fKlSt5+OGHGT58ONHR0Wzbto2Ghga7sWazmdWrVzNhwgRr7c6dO5tcd3Z2NiEhIRQXF9uMf/jhhxk6dCgREREkJCRQWFhoN9ZisZCcnMwjjzzC8OHDiYyM5P3336euru56PrJbgkdzL0BERERanqKiIuLj46mvr7frO3z4MHPnzsXX15fo6GjatWtHZmYmKSkp5OTksH79elq1st0fMwyDgQMH0qZNGyorK3nqqacoLS0lMjKSLl26kJaWxosvvkhBQQHx8fHWcVVVVcTGxpKfn09kZCR33XUX+/fvZ/ny5XzzzTfMmDHDbn2GYdC1a1cCAwOprq5mzpw5nDp1ivHjx9OnTx9KSkrYtm0b6enppKSk0LNnTwDq6+t59tlnSUtL46GHHqJv375kZGSwfv16ioqKeO6555z8KTcPhUsRERG5qQ4cOEBSUhIVFRUO+1944QW8vb1599136dChAwCRkZGsWbOGrVu38umnnzJq1ChrfV1dHenp6cyaNQuAP/7xj5w+fZqkpCRGjx4NwKRJk1iwYAHbtm0jKiqKrl27AvCnP/2JL774guXLlxMREQHAxIkTmT9/PikpKYwdO5aOHTvarM9kMjF06FAAtm7dSkFBAQkJCUycONFaM2rUKGbMmMFrr73GmjVrANi/fz+GYTB37lwef/xx61wrVqxg+/btTJgwgX79+v20D9cF6FhcREREbpq4uDgWL16Mn5+fNcx919dff01RUREjRoywBssrxo0bBzQeS3/XsWPHqKiosAa+mpoa+vTpw8iRI23qBg0aRENDAydOnLC27dmzh4CAAJu1uLm58e///u9cvnyZv/zlLzbXKC8vJz8/n9DQUAAyMjLw9PRkwoQJNnW9e/emR48eHD582Nq2e/duPD09mTJlik3tY489BsCuXbvsPo9bkXYuRUREXIjX0pjmXkKTqn7/xk++RmFhITExMURHR7N582a7fj8/Pz788ENuu+02u75vvvkGwO5I3GQy0aVLF+tu5NNPP+1w7iuh8s477wSgsrKSwsJCwsPD7Wqv7CAeO3bMbi4vLy8GDhwIwLJlyzh37hzu7u42dQ0NDZw/f95mrbm5ufTs2RMvLy+b2sDAQO644w67uW5VCpciIiIuxL3geHMv4YZKTU2ldevWTfZ7eHhYQ+LVtmzZAsD9999v024YhnXX8mpVVVUUFxezZ88e/vu//5sRI0bQt29fAMrKymhoaLA79gZo06YNbdu2paSkxG6uoKAg6z106NDBbocV4OOPP+bs2bOEhYUBjS/yVFRUWEPp1QICAuzmulXpWFxERERummsFy2vZtGkTmZmZ9O7d2xrYAM6ePUteXp71mPpqb775JtHR0bz//vv87Gc/Y/78+da+yspKAG6//XaHY9u0aUNVVZX137W1tRw8eLDJIHtFQUEBq1evxt3dnZkzZ/6ouW5lCpciIiLi0jZt2kRycjK+vr6sWLHC5qg5LS2N1q1bc9999zkcO2zYMF566SXmzp3Lt99+y/Tp0zl+3HZ32NHXE11p/+5x95EjR7h48eI1w+WJEyeIiYnhwoULLFiwgHvuucdmjuud61amcCkiIiIuqba2lhUrVpCcnExAQAAbNmwgMDDQpsZkMhEUFOTwGU2A4OBgwsLCePzxx3n99dexWCy8+uqrwD92Ea98N+bVLBYLPj4+1n8bhkH37t3p3Lmzw3qTycTs2bMxm80sWLCAyMhIa9/1zOXt7e2w71ajZy5FRERcSF3PPs29BJdw6dIlEhISSEtLo0ePHqxdu5ZOnTrZ1NTW1pKZmcmcOXOu65p333033bt35/PPPwcaX+xxc3OjrKzMrraqqooLFy4QEBBgbTOZTE0ev2/bto2XXnqJVq1asXTpUsaMGWPT7+3tTfv27R3OBY3PfzYVWm81CpciIiIuxBlvZN/qqqqqmDdvHkePHiUoKIhVq1bZ7CBekZOTQ2Vlpc0xdUNDA//+7/9O69atefvtt+3GXLx40brLefvtt3PXXXfZHZND45vdAP379wegtLSUU6dOsWjRIrvarVu3smbNGtq2bcuqVauaPKLv27cvWVlZWCwW2rRpY20vLi7GbDbbBdJblY7FRURExKUkJSVx9OhRhg8fzrp16xwGS2g8pu7WrZvNUbmbmxv+/v7k5uaSnp5uU/+Xv/yFr776yuarhx588EG++uor9u3bZ21raGjg/fffp3Xr1tbvvzSZTHh7ezNgwACba6alpbF27VratWtHcnJyk8ES4IEHHqC6uprU1FSb9vfeew+A8ePHN/2h3EK0cykiIiIuIycnh3379uHp6cmQIUP45JNP7GoCAwPp379/k19BNH/+fP7v//6PxYsXM2nSJLp06cKxY8fYvXs33bp1szlGj4qKYu/evSQmJvLFF1/QtWtXPvnkEzIzM4mNjbV+zZBhGAQHB+PhYRudXnnlFRoaGhg+fDh5eXnk5eXZrefBBx8EICIigh07dvDGG29QUlJCnz59SE9PZ//+/UyePJm77777J312rkLhUkRERFxGZmYmAJcvX2bVqlUOa8aNG0enTp3Iz8+3+WqhK7p168a7777Lm2++ya5du7hw4QIdO3YkOjqaX//61zY7oW3atOHNN9/kjTfeYM+ePVy8eJFu3brxhz/8gbFjx1rXkpWVRVxcnM08paWlnD59Gmj8dZ2mfmHnSrh0c3Pj5Zdf5q233mLfvn3s3r2bO++8k7i4OB599NEf9kG5MDez2ez4nXgRERFxuvLycvz9/Zt7GXKLc+W/Iz1zKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIizSI3N5fBgwdz6NAhu77s7GzmzZvHyJEjCQ0NZdKkSWzcuJGamhqH19qzZw/Dhg3DYrEAcO7cOVauXMnDDz/M8OHDiY6OZtu2bTQ0NPzoNX13bSEhIRQXFwNgNptZvXo1Dz/8MEOHDiUiIoKEhAQKCwvtxlosFpKTk3nkkUcYPnw4kZGRvP/++9TV1V1zXbcSj+ZegIiIiLQ8RUVFxMfHU19fb9d3+PBh5s6di6+vL9HR0bRr147MzExSUlLIyclh/fr1tGpluz9mGAYDBw6kTZs2VFZW8tRTT1FaWkpkZCRdunQhLS2NF198kYKCAuLj43/wmq6eq2vXrgQGBlJdXc2cOXM4deoU48ePp0+fPpSUlLBt2zbS09NJSUmhZ8+eANTX1/Pss8+SlpbGQw89RN++fcnIyGD9+vUUFRXx3HPP/chP07UoXIqIiMhNdeDAAZKSkqioqHDY/8ILL+Dt7c27775Lhw4dAIiMjGTNmjVs3bqVTz/9lFGjRlnr6+rqSE9PZ9asWQD88Y9/5PTp0yQlJTF69GgAJk2axIIFC9i2bRtRUVF07dr1B63pu0wmE0OHDgVg69atFBQUkJCQwMSJE601o0aNYsaMGbz22musWbMGgP3792MYBnPnzuXxxx8HYOLEiaxYsYLt27czYcIE+vXrd12foSvTsbiIiIjcNHFxcSxevBg/Pz8iIiLs+r/++muKiooYMWKENVheMW7cOKDxWPq7jh07RkVFhTXw1dTU0KdPH0aOHGlTN2jQIBoaGjhx4sQPWtN3lZeXk5+fT2hoKAAZGRl4enoyYcIEm7revXvTo0cPDh8+bG3bvXs3np6eTJkyxab2scceA2DXrl3XnPtWoZ1LERERF1KVNb+5l9Akr6C1P/kahYWFxMTEEB0dzebNm+36/fz8+PDDD7ntttvs+r755hsAuyNxk8lEly5drLuRTz/9tMO5r4TKO++88wet6eq5vLy8GDhwIADLli3j3LlzuLu729Q1NDRw/vx5m7Xm5ubSs2dPvLy8bGoDAwO54447OHbs2DXnvlUoXIqIiLiQ+oovmnsJN1RqaiqtW7dust/Dw8PuyPqKLVu2AHD//ffbtBuGYd21vFpVVRXFxcXs2bOH//7v/2bEiBH07dv3B63p6rmCgoKs9R06dLDbYQX4+OOPOXv2LGFhYUDjizwVFRXWUHq1gIAASkpKrmsNrk7H4iIiInLTXG+Iu9qmTZvIzMykd+/e1sAGcPbsWfLy8qzH1Fd78803iY6O5v333+dnP/sZ8+fP/9Frqq2t5eDBg00G2SsKCgpYvXo17u7uzJw5E4DKykoAbr/9dodj2rRpQ1VV1XWtw9UpXIqIiIhL27RpE8nJyfj6+rJixQqbo+a0tDRat27Nfffd53DssGHDeOmll5g7dy7ffvst06dP5/jx4z9qHUeOHOHixYvXDJcnTpwgJiaGCxcusGDBAu655x4A61cgNfVVSA0NDXZH67cqhUsRERFxSbW1taxYsYLk5GQCAgLYsGEDgYGBNjUmk4mgoCCHz2gCBAcHExYWxuOPP87rr7+OxWLh1Vdf/VHrMQyD7t2707lzZ4f9JpOJ2bNnYzabWbBgAZGRkda+KzuWV76H82oWiwVvb+8ftS5Xo2cuRUREXEirtr2bewku4dKlSyQkJJCWlkaPHj1Yu3YtnTp1sqmpra0lMzOTOXPmXNc17777brp3787nn3/+o9ZkMpmaPH7ftm0bL730Eq1atWLp0qWMGTPGpt/b25v27dtTVlbmcHxZWVmTofVWo3ApIiLiQpzxRvatrqqqinnz5nH06FGCgoJYtWoVPj4+dnU5OTlUVlbaHFM3NDTw7//+77Ru3Zq3337bbszFixeb3OW8ltLSUk6dOsWiRYvs+rZu3cqaNWto27Ytq1atavKIvm/fvmRlZWGxWGjTpo21vbi4GLPZbBdIb1U6FhcRERGXkpSUxNGjRxk+fDjr1q1zGCyh8Zi6W7duNkflbm5u+Pv7k5ubS3p6uk39X/7yF7766ivCw8N/8JpMJhPe3t4MGDDApj0tLY21a9fSrl07kpOTmwyWAA888ADV1dWkpqbatL/33nsAjB8//gevyxVp51JERERcRk5ODvv27cPT05MhQ4bwySef2NUEBgbSv3//Jr+CaP78+fzf//0fixcvZtKkSXTp0oVjx46xe/duunXrdt3H6N9lGAbBwcF4eNhGp1deeYWGhgaGDx9OXl4eeXl5dmMffPBBACIiItixYwdvvPEGJSUl9OnTh/T0dPbv38/kyZO5++67f/C6XJHCpYiIiLiMzMxMAC5fvsyqVasc1owbN45OnTqRn5/v8KuFunXrxrvvvsubb77Jrl27uHDhAh07diQ6Oppf//rXTe6ENuXy5ctkZWURFxdn015aWsrp06eBxl/XaeoXdq6ESzc3N15++WXeeust9u3bx+7du7nzzjuJi4vj0Ucf/UFrcmVuZrPZ8TvxIiIi4nTl5eX4+/s39zLkFufKf0d65lJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkRERJpFbm4ugwcP5tChQw77s7OzCQkJobi42K7vwoULjB8/no0bNzZ5/ZqaGsLCwti5cycAtbW1bNmyhalTpzJs2DDCw8OZPXs2aWlp11xnbW0t06dPJzEx8QfcXculcCkiIiI3XVFREfHx8dTX1zdZYxgGXbt2JTAw0KbdYrGwcOFCysrKrjnHoUOHsFgsDBkyBICVK1eybt06OnToQGxsLDNmzKCsrIz58+eza9cuh9eoq6tjyZIl5OXl/cA7bLk8mnsBIiIi0rIcOHCApKQkKioqrllnMpkYOnSoTVtBQQHPP/88BQUF3zuPYRj06tULf39/cnJy2LlzJxERESxfvtxaM2nSJKZNm8batWsZM2YMnp6e1r7S0lKWLFlCdnb2D7zDlk07lyIiInLTxMXFsXjxYvz8/IiIiGiyrry8nPz8fEJDQ61tmzdvZvr06ZSXlxMdHf29cxmGYQ2nmZmZQGOY/C4fHx9GjBhBRUUFJ0+etLbv2bOHyZMnc/z4cZ544okfcostnnYuRUREXMjG3UubewlNenLc73/yNQoLC4mJiSE6OprNmzc3WWcymfDy8mLgwIHWthMnTjB+/HieeuopTp8+zR//+Mcmx3/55ZecOXPGGi6joqIICwujW7dudrXnzp0DwN3d3dqWl5dHaGgoc+fOxd3d/ZprFVsKlyIiIi7kTPn3H/feylJTU2nduvX31hmGQVBQkE1tYmKi9d+nT5++5niTyUTbtm259957gcYdyl69etnVFRcX89lnn9GuXTt69uxpbY+JibHOVVJS8v03JlY6FhcREZGb5nqCZW1tLQcPHrR73vJ6xl5hMpkYNGiQzW7k1SorK0lISKCmpoZZs2bh4fGPPbcfMpfYUrgUERERl3LkyBEuXrxoFy6vl8ViITs7+5rjv/32W2JjY/niiy8YNWoUU6ZM+bHLlasoXIqIiIhLMQyD7t2707lz5x81Pisri5qaGutXEF3tzJkzzJw5k9zcXEaPHs3SpUtxc3P7KUuW79AzlyIiIi7kZ/49v7/on5zJZLJ5S/yHMgyD3r174+vra9eXk5PDwoULMZvNREVFMX/+fFq10l6bMylcioiIuBBnvJF9KystLeXUqVMsWrToR1/DMAzGjh1r13706FFiY2Oprq7mmWeeISoq6qcsVZqgcCkiIiIuw2Qy4e3tzYABA37U+MLCQkpKSuyOxMvLy1m0aBEWi4XExEQeeOABJ6xWHFG4FBEREZdhGAbBwcE2b27/ECaTifbt29O3b1+b9pSUFMxmM/369aOhoYG9e/fajQ0JCcHPz+9HzSv/oHApIiIiLuHy5ctkZWURFxf3o6+RlpbG4MGD7Z6jzMjIACA3N5fc3FyHYzds2KBw6QRuZrO5obkXISIi0lKUl5fj7+/f3MuQW5wr/x3p9SgRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxEREWkWubm5DB48mEOHDjnsz87OJiQkhOLiYgDMZjOrV6/m4YcfZujQoURERJCQkEBhYaHD8TU1NYSFhbFz504Aamtr2bJlC1OnTmXYsGGEh4cze/Zs0tLSrrnO2tpapk+fTmJi4o+/2RZE4VJERERuuqKiIuLj46mvr2+yxjAMunbtSmBgINXV1cyZM4dt27YRHBzMwoULmTBhAunp6cyYMYOCggK78YcOHcJisTBkyBAAVq5cybp16+jQoQOxsbHMmDGDsrIy5s+fz65duxyuoa6ujiVLlpCXl+ecG28BPJp7ASIiItKyHDhwgKSkJCoqKq5ZZzKZGDp0KABbt26loKCAhIQEJk6caK0ZNWoUM2bM4LXXXmPNmjU24w3DoFevXvj7+5OTk8POnTuJiIhg+fLl1ppJkyYxbdo01q5dy5gxY/D09LT2lZaWsmTJErKzs51x2y2Gdi5FRETkpomLi2Px4sX4+fkRERHRZF15eTn5+fmEhoYCkJGRgaenJxMmTLCp6927Nz169ODw4cN21zAMwxpOMzMzgcYw+V0+Pj6MGDGCiooKTp48aW3fs2cPkydP5vjx4zzxxBM/6l5bKu1cioiIuJAdO3Y09xKa9PDDD//kaxQWFhITE0N0dDSbN29uss5kMuHl5cXAgQMBWLZsGefOncPd3d2mrqGhgfPnz9Oqle1+2ZdffsmZM2es4TIqKoqwsDC6detmN9e5c+cAbK6dl5dHaGgoc+fOxd3d/ZprFVsKlyIiIi6krKysuZdwQ6WmptK6devvrTMMg6CgIGtthw4d6NChg13dxx9/zNmzZwkLC7NpN5lMtG3blnvvvRdo3KHs1auX3fji4mI+++wz2rVrR8+ePa3tMTEx1rlLSkqu/wZFx+IiIiJy81xPsKytreXgwYPWXcemFBQUsHr1atzd3Zk5c6ZNn8lkYtCgQXY7nd9VWVlJQkICNTU1zJo1Cw+Pf+y5Xc86xTGFSxEREXEpR44c4eLFi9cMlydOnCAmJoYLFy6wYMEC7rnnHmufxWIhOzv7muO//fZbYmNj+eKLLxg1ahRTpkxx6j20ZAqXIiIi4lIMw6B79+507tzZYb/JZGL27NmYzWYWLFhAZGSkTX9WVhY1NTXWryC62pkzZ5g5cya5ubmMHj2apUuX4ubm5vT7aKn0zKWIiIgLCQgIaO4lNDuTyWR9S/xq27Zt46WXXqJVq1YsXbqUMWPG2NUYhkHv3r3x9fW168vJyWHhwoWYzWaioqKYP3++3ctA8tMoXIqIiLgQZ7yRfSsrLS3l1KlTLFq0yK5v69atrFmzhrZt27Jq1Sruu+8+h9cwDIOxY8fatR89epTY2Fiqq6t55plniIqKcvr6ReFSREREXIjJZMLb25sBAwbYtKelpbF27VratWvHm2++afNm93cVFhZSUlJidyReXl7OokWLsFgsJCYm8sADD9yoW2jxFC5FRETEZRiGQXBwsM2b2wCvvPIKDQ0NDB8+nLy8PIc/x/jggw9iMplo3749ffv2telLSUnBbDbTr18/Ghoa2Lt3r934kJAQ/Pz8nHtDLZDCpYiIiLiEy5cvk5WVRVxcnE17aWkpp0+fBmDXrl1N/g74gw8+SFpaGoMHD7Z7jjIjIwOA3NxccnNzHY7fsGGDwqUTuJnN5obmXoSIiEhLUV5ejr+/f3MvQ25xrvx3pNejRERERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRUREpFnk5uYyePBgDh065LA/OzubkJAQiouLAbh48SKvv/46kyZNYvjw4URGRrJ582Zqa2sdjq+pqSEsLIydO3cCUFtby5YtW5g6dSrDhg0jPDyc2bNnk5aWds111tbWMn36dBITE3/C3bYcCpciIiJy0xUVFREfH099fX2TNYZh0LVrVwIDA6mtrSUuLo7333+foKAg4uLi6NevH2+88QaLFi1yOP7QoUNYLBaGDBkCwMqVK1m3bh0dOnQgNjaWGTNmUFZWxvz589m1a5fDa9TV1bFkyRLy8vJ++k23EB7NvQARERFpWQ4cOEBSUhIVFRXXrDOZTAwdOhSAvXv3cuTIEZ5++mkee+wxAB555BF8fHz405/+RGZmJiEhITbjDcOgV69e+Pv7k5OTw86dO4mIiGD58uXWmkmTJjFt2jTWrl3LmDFj8PT0tPaVlpayZMkSsrOznXXrLYJ2LkVEROSmiYuLY/Hixfj5+REREdFkXXl5Ofn5+YSGhgJQWVnJz3/+cx5++GGbukGDBgHwxRdf2F3DMAxrOM3MzAQaw+R3+fj4MGLECCoqKjh58qS1fc+ePUyePJnjx4/zxBNP/PAbbcG0cykiIuJCUn+1pbmX0KRHP5r2k69RWFhITEwM0dHRbN68uck6k8mEl5cXAwcOBGDq1KlMnTrVru7EiRMAdO7c2ab9yy+/5MyZM9ZwGRUVRVhYGN26dbO7xrlz5wBwd3e3tuXl5REaGsrcuXNxd3e/5lrFlsKliIiICynN/qq5l3BDpaam0rp16++tMwyDoKAgh7XV1dV89dVXfPbZZ7z99tv07duX8PBwmxqTyUTbtm259957gcYdyl69etldq7i4mM8++4x27drRs2dPa3tMTIx17pKSkh9yiy2ewqWIiIjcNNcTLGtrazl48CBPP/20w/6PPvqIl19+GYA77riDxYsX2zwrCY3hctCgQTa7kVerrKwkISGBmpoafvvb3+Lh8Y9YdD3rFMf0zKWIiIi4lCNHjnDx4kXrkfbV+vXrx+rVq1m4cCGtW7dm5syZ/O1vf7P2WywWsrOzmxwP8O233xIbG8sXX3zBqFGjmDJlitPvo6XSzqWIiIi4FMMw6N69u91zlFf07dvX+v9HjBhBVFQUL730EsOHDwcgKyuLmpoa61cQXe3MmTPExcVRVFTE6NGjSUxMxM3Nzfk30kIpXIqIiLiQTgMdB6qWxGQyWd8S/z4dO3bkvvvu429/+xtms5n27dtjGAa9e/fG19fXrj4nJ4eFCxdiNpuJiopi/vz5tGqlg1xnUrgUERFxIc54I/tWVlpayqlTp+y+GD0uLo6///3vbNu2zebZSIBLly7RqlUr63OShmEwduxYu2sfPXqU2NhYqqureeaZZ4iKirpxN9KCKaqLiIiIyzCZTHh7ezNgwACb9s6dO/PVV1/x3//93zbt2dnZZGdnExwczO23305hYSElJSV2R+Ll5eUsWrQIi8XCH/7wBwXLG0g7lyIiIuIyDMMgODjYbndy1qxZGIbB6tWrOXHiBHfffTd///vf2b59O+3btyc+Ph5oDKft27e3eS4TICUlBbPZTL9+/WhoaGDv3r12c4eEhODn53fjbq6FULgUERERl3D58mWysrKIi4uz6/P19eWdd94hOTmZv/3tb+zYsQM/Pz/GjRvHrFmz8Pf3ByAtLY3BgwfbPUeZkZEBQG5uLrm5uQ7n37Bhg8KlE7iZzeaG5l6EiIhIS1FeXm4NQiI/liv/HemZSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLERERaRa5ubkMHjyYQ4cOOezPzs4mJCSE4uJih/2vv/46ISEhTY6vqakhLCyMnTt3AlBbW8uWLVuYOnUqw4YNIzw8nNmzZ5OWlnbNddbW1jJ9+nQSExN/wN21XAqXIiIictMVFRURHx9PfX19kzWGYdC1a1cCAwPt+g4fPsx//ud/XnOOQ4cOYbFYGDJkCAArV65k3bp1dOjQgdjYWGbMmEFZWRnz589n165dDq9RV1fHkiVLyMvL+wF317J5NPcCREREpGU5cOAASUlJVFRUXLPOZDIxdOhQu/YLFy7whz/8AQ8PD2pqapocbxgGvXr1wt/fn5ycHHbu3ElERATLly+31kyaNIlp06axdu1axowZg6enp7WvtLSUJUuWkJ2d/SPusuXSzqWIiIjcNHFxcSxevBg/Pz8iIiKarCsvLyc/P5/Q0FC7vhdffJH6+noeeeSRa85lGIY1nGZmZgKNYfK7fHx8GDFiBBUVFZw8edLavmfPHiZPnszx48d54oknrvf2BO1cioiIuJTRu8qaewlN+p/xAT/5GoWFhcTExBAdHc3mzZubrDOZTHh5eTFw4ECb9j179vA///M/vPrqqxw5cqTJ8V9++SVnzpyxhsuoqCjCwsLo1q2bXe25c+cAcHd3t7bl5eURGhrK3LlzcXd3v+ZaxZbCpYiIiAs5WH65uZdwQ6WmptK6devvrTMMg6CgIJva4uJiVq9eTVRUFCEhIdcMlyaTibZt23LvvfcCjTuUvXr1sqsrLi7ms88+o127dvTs2dPaHhMTY527pKTkem9P0LG4iIiI3ETXEyxra2s5ePCgzfOWdXV1/OEPf6Bjx47ExMR87zVMJhODBg2y2Y28WmVlJQkJCdTU1DBr1iw8PP6x53Y96xTHFC5FRETEpRw5coSLFy/ahMt33nmH48ePs3TpUm677bZrjrdYLGRnZzt8GeiKb7/9ltjYWL744gtGjRrFlClTnLb+lk7hUkRERFyKYRh0796dzp07A43fh7lp0yamTp1KQEAAZrMZs9mMxWIBGncgzWaz9WuNsrKyqKmpsX4F0dXOnDnDzJkzyc3NZfTo0SxduhQ3N7ebc3MtgJ65FBERcSHB/p7fX/RPzmQy2bwlbhgGdXV1vPfee7z33nt29YsWLQLgo48+4s4778QwDHr37o2vr69dbU5ODgsXLsRsNhMVFcX8+fNp1Up7bc6kcCkiIuJCnPFG9q2stLSUU6dOWQMjwLhx4xgwYIBd7e7du9m7dy/z5s3jF7/4BX5+fkBjGB07dqxd/dGjR4mNjaW6uppnnnmGqKioG3YfLZnCpYiIiLgMk8mEt7e3TZgMDAx0+Cs9V94W7927N/fffz/Q+FVHJSUldkfi5eXlLFq0CIvFQmJiIg888MANu4eWTuFSREREXIZhGAQHB9u8uf1DmEwm2rdvT9++fW3aU1JSMJvN9OvXj4aGBvbu3Ws3NiQkxLr7KT+ewqWIiIi4hMuXL5OVlUVcXNyPvkZaWhqDBw+2e44yIyMDaHw5KDc31+HYDRs2KFw6gZvZbG5o7kWIiIi0FOXl5fj7+zf3MuQW58p/R3o9SkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSREREmkVubi6DBw/m0KFDDvuzs7MJCQmhuLgYgL179xISEuLwf4mJiXbja2pqCAsLY+fOnQDU1tayZcsWpk6dyrBhwwgPD2f27NmkpaVdc521tbVMnz7d4Rxiz6O5FyAiIiItT1FREfHx8dTX1zdZYxgGXbt2JTAwEICTJ08C8Nxzz3HbbbfZ1F6p+a5Dhw5hsVgYMmQIACtXrmTnzp0MGjSIiRMnUlVVxY4dO5g/fz6/+93vGD9+vN016urqWLJkCXl5efziF7/40ffbkihcioiIyE114MABkpKSqKiouGadyWRi6NCh1n+fPHkSX19ffvWrX13XPIZh0KtXL/z9/cnJyWHnzp1ERESwfPlya82kSZOYNm0aa9euZcyYMXh6elr7SktLWbJkCdnZ2T/sBls4HYuLiIjITRMXF8fixYvx8/MjIiKiybry8nLy8/MJDQ21tuXn59OjR4/rnsswDGs4zczMBBrD5Hf5+PgwYsQIKioqrDujAHv27GHy5MkcP36cJ5544rrnFO1cioiIuBSvpTHNvYQmVf3+jZ98jcLCQmJiYoiOjmbz5s1N1plMJry8vBg4cCAA586d45tvvmHUqFEAXL58mYaGBlq3bu1w/JdffsmZM2es4TIqKoqwsDC6detmV3vu3DkA3N3drW15eXmEhoYyd+5c3N3dr7lWsaVwKSIi4kLcC4439xJuqNTU1CYD4XcZhkFQUJC19squYmlpKY899hgnT56kvr6ee+65h7lz5xIcHGwz3mQy0bZtW+69916gcYeyV69edvMUFxfz2Wef0a5dO3r27Gltj4mJsc5dUlLy4262hdKxuIiIiNw01xMsa2trOXjwoM3zlvn5+QAcPXqUkSNHsmrVKmJjYyktLSU2Npa//e1vNtcwmUwMGjTIZjfyapWVlSQkJFBTU8OsWbPw8PjHntv1rFMc086liIiIuJQjR45w8eJFm3DZp08fZsyYwfjx4/nZz35mbf+3f/s3pk6dyosvvkhoaCitWrXCYrGQnZ3Ns88+2+Qc3377LXFxcXzxxReMGjWKKVOm3NB7akm0cykiIiIuxTAMunfvTufOna1tAwcOZM6cOTbBEqBz586MGDGCsrIyTp06BUBWVhY1NTXWryC62pkzZ5g5cya5ubmMHj2apUuX4ubmduNuqIXRzqWIiIgLqevZp7mX0OxMJpPNW+Lfx8/PD4CLFy8CjeG0d+/e+Pr62tXm5OSwcOFCzGYzUVFRzJ8/n1attNfmTAqXIiIiLsQZb2TfykpLSzl16hSLFi2yaV+4cCF///vf+eMf/0ibNm1s+q7sWHbp0gVoDJdjx461u/bRo0eJjY2lurqaZ555hqioqBt0Fy2borqIiIi4DJPJhLe3NwMGDLBp79ChA19++SUfffSRTfuhQ4cwDIPQ0FB8fX0pLCykpKTE7ki8vLycRYsWYbFY+MMf/qBgeQNp51JERERchmEYBAcH27y5DfCb3/wGwzBYt24dJ0+epG/fvpw6dYo///nP+Pv7W3c6TSYT7du3p2/fvjbjU1JSMJvN9OvXj4aGBvbu3Ws3d0hIiPWIXX48hUsRERFxCZcvXyYrK4u4uDi7Pj8/P9555x02btyIyWRiz549+Pr6Mm7cOH7zm9/g7+8PQFpaGoMHD7Z7jjIjIwOA3NxccnNzHc6/YcMGhUsncDObzQ3NvQgREZGWory83BqERH4sV/470jOXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIi0ixyc3MZPHgwhw4dctifnZ1NSEgIxcXF1ra0tDTmzJnDL3/5S0aNGsVvf/tbjh075nB8TU0NYWFh7Ny5E4Da2lq2bNnC1KlTGTZsGOHh4cyePZu0tLRrrrO2tpbp06eTmJj4I++0ZVG4FBERkZuuqKiI+Ph46uvrm6wxDIOuXbsSGBgIwI4dO5g/fz7ffvsts2fPZvr06Zw8eZKnnnqK48eP240/dOgQFouFIUOGALBy5UrWrVtHhw4diI2NZcaMGZSVlTF//nx27drlcA11dXUsWbKEvLw8J9x1y+DR3AsQERGRluXAgQMkJSVRUVFxzTqTycTQoUMBKCsr4+WXX6Z3794kJyfTpk0bAEaOHMmjjz7Km2++yfr1623GG4ZBr1698Pf3Jycnh507dxIREcHy5cutNZMmTWLatGmsXbuWMWPG4Onpae0rLS1lyZIlZGdnO+vWWwTtXIqIiMhNExcXx+LFi/Hz8yMiIqLJuvLycvLz8wkNDQVgz549WCwW5s2bZw2WAD/72c+YN28egwYNsruGYRjWcJqZmQk0hsnv8vHxYcSIEVRUVHDy5Elr+549e5g8eTLHjx/niSee+NH32xJp51JERMSFVGXNb+4lNMkraO1PvkZhYSExMTFER0ezefPmJutMJhNeXl4MHDgQgKysLHx8fPjXf/1XoPE5yNraWtq0acOjjz5qN/7LL7/kzJkz1nAZFRVFWFgY3bp1s6s9d+4cAO7u7ta2vLw8QkNDmTt3Lu7u7tdcq9hSuBQREXEh9RVfNPcSbqjU1FRat279vXWGYRAUFGStLSwspFOnTvz9739n/fr1ZGVlUVdXR8+ePXn66aetO5xXmEwm2rZty7333gs07lD26tXLbp7i4mI+++wz2rVrR8+ePa3tMTEx1rlLSkp+9P22RDoWFxERkZvmeoJlbW0tBw8etO46AlRUVFBRUcGTTz5J+/btWb58OfHx8Vy8eJEFCxbw2Wef2VzDZDIxaNAgm93Iq1VWVpKQkEBNTQ2zZs3Cw+Mfe27Xs05xTOFSREREXMqRI0e4ePGiTbi8fPkyZWVljBs3jmXLljFy5EgiIyNJSUnBy8uLl19+mYaGBgAsFgvZ2dk246/27bffEhsbyxdffMGoUaOYMmXKDb+vlkLhUkRERFyKYRh0796dzp07W9uuvMRz9fOVAQEBhIWF8fXXX1NYWAg0Pp9ZU1Nj/Qqiq505c4aZM2eSm5vL6NGjWbp0KW5ubjfmZlogPXMpIiLiQlq17d3cS2h2JpPJ7hnKjh078ve//x0/Pz+7+ittlZWVQGM47d27N76+vna1OTk5LFy4ELPZTFRUFPPnz6dVK+21OZPCpYiIiAtxxhvZt7LS0lJOnTrFokWLbNr79evH3//+d/Lz8+nfv79N35dffglg3ek0DIOxY8faXfvo0aPExsZSXV3NM888Q1RU1A26i5ZNUV1ERERchslkwtvbmwEDBti0P/TQQwC89dZb1NXVWdsLCgr43//9X+6//346dOhAYWEhJSUldkfi5eXlLFq0CIvFwh/+8AcFyxtIO5ciIiLiMgzDIDg42ObNbYB//dd/Zdq0aWzZsoUnn3ySBx98kHPnzpGamsptt93GwoULgcZw2r59e/r27WszPiUlBbPZTL9+/WhoaGDv3r12c4eEhDg8dpcfRuFSREREXMLly5fJysoiLi7OYf+8efP4+c9/zp/+9CfWrVtHmzZtCA4OZvbs2dx1110ApKWlMXjwYLvnKDMyMgDIzc0lNzfX4fU3bNigcOkEbmazuaG5FyEiItJSlJeX4+/v39zLkFucK/8d6ZlLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERFpFrm5uQwePJhDhw457M/OziYkJITi4mIefvhhQkJCrvm/kpISm/E1NTWEhYWxc+dOAGpra9myZQtTp05l2LBhhIeHM3v2bNLS0q65ztraWqZPn05iYqJzbvyfnEdzL0BERERanqKiIuLj46mvr2+yxjAMunbtSmBgIHFxcVRVVdnVfP7553zwwQf069ePgIAAm75Dhw5hsVgYMmQIACtXrmTnzp0MGjSIiRMnUlVVxY4dO5g/fz6/+93vGD9+vN316+rqWLJkCXl5efziF7/4iXfdMihcioiIyE114MABkpKSqKiouGadyWRi6NChAISHh9v1X7x4kZSUFNq3b8+KFSvw8LCNNYZh0KtXL/z9/cnJyWHnzp1ERESwfPlya82kSZOYNm0aa9euZcyYMXh6elr7SktLWbJkCdnZ2T/hblseHYuLiIjITRMXF8fixYvx8/MjIiKiybry8nLy8/MJDQ1tsmbDhg2cOXOG+fPn07FjR7t+wzCs4TQzMxNoDJPf5ePjw4gRI6ioqODkyZPW9j179jB58mSOHz/OE0888UNuscXTzqWIiIgL2bh7aXMvoUlPjvv9T75GYWEhMTExREdHs3nz5ibrTCYTXl5eDBw40GH/qVOn2LZtGwMGDGDs2LF2/V9++SVnzpyxhsuoqCjCwsLo1q2bXe25c+cAcHd3t7bl5eURGhrK3LlzcXd3v+ZaxZbCpYiIiAs5U17Q3Eu4oVJTU2nduvX31hmGQVBQUJO1GzdupK6ujqefftphv8lkom3bttx7771A4w5lr1697OqKi4v57LPPaNeuHT179rS2x8TEWOe++kUhuTYdi4uIiMhNcz3Bsra2loMHD1p3Ha/21Vdf8dlnn3H//ffTv39/hzUmk4lBgwbZ7EZerbKykoSEBGpqapg1a5bNM5vXs05xTOFSREREXMqRI0e4ePFik+Fy+/bt1NXV8dhjjznst1gsZGdnNzke4NtvvyU2NpYvvviCUaNGMWXKFKesXRQuRURExMUYhkH37t3p3Lmzw/5PP/0UX19fQkJCHPZnZWVRU1Nj/Qqiq505c4aZM2eSm5vL6NGjWbp0KW5ubk5bf0unZy5FRERcyM/8e35/0T85k8nU5FvihYWFFBUVMWXKlCaPvA3DoHfv3vj6+tr15eTksHDhQsxmM1FRUcyfP59WrbTX5kwKlyIiIi7EGW9k38pKS0s5deoUixYtcth/5TsnBw8e3OQ1DMNw+Ab50aNHiY2Npbq6mmeeeYaoqCjnLFpsKFyKiIiIyzCZTHh7ezNgwACH/Z9//jkA99xzj8P+wsJCSkpK7I7Ey8vLWbRoERaLhcTERB544AGnrlv+QeFSREREXIZhGAQHB9v92s4Vp0+f5rbbbsPPz89hv8lkon379vTt29emPSUlBbPZTL9+/WhoaGDv3r12Y0NCQpq8rlw/hUsRERFxCZcvXyYrK4u4uLgma8xmMz4+Pk32p6WlMXjwYLvnKDMyMgDIzc0lNzfX4dgNGzYoXDqBm9lsbmjuRYiIiLQU5eXl+Pv7N/cy5Bbnyn9Hej1KRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJERESaRW5uLoMHD+bQoUMO+7OzswkJCaG4uBiAixcv8sorrzBhwgSGDh3K+PHjWb16NZWVlQ7H19TUEBYWxs6dOwGora1ly5YtTJ06lWHDhhEeHs7s2bNJS0u75jpra2uZPn06iYmJP+FuWw6FSxEREbnpioqKiI+Pp76+vskawzDo2rUrgYGB1NbW8vTTT/PBBx/Qv39/Fi5cyJAhQ9i2bRuzZ8+murrabvyhQ4ewWCwMGTIEgJUrV7Ju3To6dOhAbGwsM2bMoKysjPnz57Nr1y6Ha6irq2PJkiXk5eU558ZbAI/mXoCIiIi0LAcOHCApKYmKiopr1plMJoYOHQrA//t//49jx47xyCOP8Oyzz1prOnbsyMaNG9m9ezePPPKIzXjDMOjVqxf+/v7k5OSwc+dOIiIiWL58ubVm0qRJTJs2jbVr1zJmzBg8PT2tfaWlpSxZsoTs7Gxn3HaLoZ1LERERuWni4uJYvHgxfn5+RERENFlXXl5Ofn4+oaGhQONOJ8CwYcNs6sLDwwE4ceKE3TUMw7CG08zMTKAxTH6Xj48PI0aMoKKigpMnT1rb9+zZw+TJkzl+/DhPPPHED7vJFk47lyIiIi5kx44dzb2EJj388MM/+RqFhYXExMQQHR3N5s2bm6wzmUx4eXkxcOBAALp16wbA3//+d5uAefr0aQACAgJsxn/55ZecOXPGGi6joqIICwuzXue7zp07B4C7u7u1LS8vj9DQUObOnYu7u/s11yq2FC5FRERcSFlZWXMv4YZKTU2ldevW31tnGAZBQUHW2rCwMEaMGME777xDhw4dGDhwIPn5+bzyyisEBATYBV+TyUTbtm259957gcYdyl69etnNU1xczGeffUa7du3o2bOntT0mJsY6d0lJyY++35ZI4VJERERumusJlrW1tRw8eJCnn37a2ubu7s5vfvMbioqK+MMf/mBt9/X1ZcOGDXTo0MHmGiaTiUGDBtnsRl6tsrKShIQEampq+O1vf4uHxz9i0fWsUxzTM5ciIiLiUo4cOcLFixetR9rQ+Ob3r3/9a8rKynjqqadYvXo1v/3tb6mvr+epp56yeZvbYrGQnZ1tM/5q3377LbGxsXzxxReMGjWKKVOm3NB7akm0cykiIiIuxTAMunfvTufOna1tGzZsoLa2lg0bNliPuqHxuHz69OkkJSXx7rvvApCVlUVNTY31K4iudubMGeLi4igqKmL06NEkJibi5uZ2Y2+qBVG4FBERcSFXv5jSEplMJutb4lecPHmSu+66yyZYQuOLPvfddx9paWlUVlbi4+ODYRj07t0bX19fu2vn5OSwcOFCzGYzUVFRzJ8/n1atdJDrTAqXIiIiLsQZb2TfykpLSzl16hSLFi2yaff09GzyC9evtDc0NACNO59jx461qzt69CixsbFUV1fzzDPPEBUV5eTVC+iZSxEREXEhJpMJb29vBgwYYNMeGhpKYWGh3U81njx5kuzsbPr06cO//Mu/UFhYSElJid2ReHl5OYsWLcJisfCHP/xBwfIG0s6liIiIuAzDMAgODrZ5cxtg7ty5HD58mEWLFvHwww/zi1/8gjNnzvDnP/8ZDw8PFi9eDDSG0/bt29O3b1+b8SkpKZjNZvr160dDQwN79+61mzskJAQ/P78bd3MthMKliIiIuITLly+TlZVFXFycXV9AQACbN28mJSWFv/71r/z5z3+mXbt2hIaG8pvf/Mb65ehpaWkMHjzY7jnKjIwMAHJzc8nNzXU4/4YNGxQuncDNbDY3NPciREREWory8nL8/f2bexlyi3PlvyM9cykiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIs0iNzeXwYMHc+jQIYf92dnZhISEUFxcDMC3337LqlWrGDt2LMOHDyc6OprU1FTq6+sdjq+pqSEsLIydO3cCUFtby5YtW5g6dSrDhg0jPDyc2bNnk5aWds111tbWMn36dBITE3/C3bYcCpciIiJy0xUVFREfH99kMAQwDIOuXbsSGBjIhQsX+M1vfsOHH35Iv379mDdvHv369WPNmjUkJCTQ0NBgN/7QoUNYLBaGDBkCwMqVK1m3bh0dOnQgNjaWGTNmUFZWxvz589m1a5fDNdTV1bFkyRLy8vKcc+MtgEdzL0BERERalgMHDpCUlERFRcU160wmE0OHDgXgnXfeobCwkMcee4ynn37aWtOrVy9WrVrFnj17GDdunM14wzDo1asX/v7+5OTksHPnTiIiIli+fLm1ZtKkSUybNo21a9cyZswYPD09rX2lpaUsWbKE7OxsZ9x2i6GdSxEREblp4uLiWLx4MX5+fkRERDRZV15eTn5+PqGhoUBjIL399tuZNWuWTd0jjzxCu3bt2L59u901DMOwhtPMzEygMUx+l4+PDyNGjKCiooKTJ09a2/fs2cPkyZM5fvw4TzzxxI+615ZKO5ciIiIuJPVXW5p7CU169KNpP/kahYWFxMTEEB0dzebNm5usM5lMeHl5MXDgQAC+/vprfv7zn9OmTRubulatWhEYGMgXX3xBQ0MDbm5uAHz55ZecOXPGGi6joqIICwujW7dudnOdO3cOAHd3d2tbXl4eoaGhzJ07F3d392uuVWwpXIqIiLiQ0uyvmnsJN1RqaiqtW7f+3jrDMAgKCrLW3n777Vy8eNFhrdlspqamhm+//Zb27dsDjeG0bdu23HvvvUDjDmWvXr3sxhYXF/PZZ5/Rrl07evbsaW2PiYmxzl1SUvKD7rGl07G4iIiI3DTXEyxra2s5ePCgddcRoH///nz55ZccO3bMpvb48eN89VVjIK+urra2m0wmBg0aZLMbebXKykoSEhKoqalh1qxZeHj8Y8/tetYpjilcioiIiEs5cuQIFy9etAmXM2fOpFWrVsTHx/PJJ59QUlLCX//6V5599lnatm0L/ONY22KxkJ2dbTP+at9++y2xsbF88cUXjBo1iilTptzYm2pBdCwuIiIiLsUwDLp3707nzp2tbX379mX16tWsWLGC5557DgAvLy9mzJhBcXExO3bssIbMrKwsampqrF9BdLUzZ84QFxdHUVERo0ePJjEx0fqspvx0CpciIiIupNPAzt9f9E/OZDJZ3xL/rmHDhrFjxw5OnjxJbW0tP//5z/Hy8uKpp56iY8eO1qNswzDo3bs3vr6+dtfIyclh4cKFmM1moqKimD9/Pq1a6SDXmRQuRUREXIgz3si+lZWWlnLq1CkWLVpk03748GEKCwt55JFHuOeee6ztFRUV5ObmMmrUKGubYRiMHTvW7tpHjx4lNjaW6upqnnnmGaKiom7cjbRgCpciIiLiMkwmE97e3gwYMMCmPSsri5SUFH72s58RHBwMQENDA6+++iq1tbVMm9YYygsLCykpKbE7Ei8vL2fRokVYLBYSExN54IEHbsr9tEQKlyIiIuIyDMMgODjY5s1taPyy9O3bt/Mf//EfPProo/j6+vLXv/4VwzCYNWuW9WuGTCYT7du3p2/fvjbjU1JSMJvN9OvXj4aGBvbu3Ws3d0hICH5+fjfu5loIhUsRERFxCZcvXyYrK4u4uDi7vg4dOpCcnMyGDRv4r//6L6qrq+nevTtJSUmMHj3aWpeWlsbgwYPtnqPMyMgAIDc3l9zcXIfzb9iwQeHSCdzMZrP9L72LiIjIDVFeXo6/v39zL0Nuca78d6TXo0RERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERKRZ5ObmMnjwYA4dOuSwPzs7m5CQEIqLi+36Lly4wPjx49m4caPDsRaLheTkZB555BGGDx9OZGQk77//PnV1dQ7rv/76a0JCQjh48KB1/IYNG5g0aRJDhw5l5MiRxMXFkZube817+r51tQQKlyIiInLTFRUVER8fT319fZM1hmHQtWtXAgMDbdotFgsLFy6krKzM4bj6+nqeffZZ3n77be677z6eeeYZfv7zn7N+/XpefPFFh2NMJhO33347AwYMoKGhgUWLFvHOO+/Qq1cvnnnmGaKiovj888958sknyczMdHiN71tXS+HR3AsQERGRluXAgQMkJSVRUVFxzTqTycTQoUNt2goKCnj++ecpKChoctz+/fsxDIO5c+fy+OOPAzBx4kRWrFjB9u3bmTBhAv369bMZYxgGwcHBeHp68vHHH5ORkcETTzxBTEyMtWbChAlMnTqVl19+mdTU1B+8rpZCO5ciIiJy08TFxbF48WL8/PyIiIhosq68vJz8/HxCQ0OtbZs3b2b69OmUl5cTHR3d5Njdu3fj6enJlClTbNofe+wxAHbt2mXTfvnyZbKysqxzXdmZnDRpkk1dx44due+++zh16hRms/kHr6ul0M6liIiICxm9y3WPVP9nfMBPvkZhYSExMTFER0ezefPmJutMJhNeXl4MHDjQ2nbixAnGjx/PU089xenTp/njH//ocGxubi49e/bEy8vLpj0wMJA77riDY8eO2bRnZ2dz6dIlhgwZAsBvf/tbIiMjCQiwv99z584B0KrVP/bnrnddLYXCpYiIiAs5WH65uZdwQ6WmptK6devvrTMMg6CgIJvaxMRE679Pnz7tcJzFYqGiosImlH5XQEAAJSUlNm0mk4mf//zndOzYEYD27dvTvn17u7FHjx4lNzeXX/ziF7Rt2/YHrasl0bG4iIiI3DTXEyxra2s5ePCg3fOW1zO2srISgNtvv91hf5s2baiqqrJpMwzDbq6rlZWV8fvf/x6AJ5988gevqyVRuBQRERGXcuTIES5evPi9gc+RhoYGm/866nd3d7f+u7i4mNOnT19zrpKSEubMmcNXX33F9OnTGTFixA9eV0uicCkiIiIuxTAMunfvTufOnX/w2Cs7lhaLxWG/xWLB29vbZi4fHx/69+/vsP748ePMnDmTM2fOMG3aNGJjY3/wmloaPXMpIiLiQoL9PZt7Cc3OZDLZvCX+Q3h7e9O+ffsmv2uyrKzMJrQahkFISAgeHvaR6K9//Su/+93vqK6uJjY2lunTp/+oNbU0CpciIiIuxBlvZN/KSktLOXXqFIsWLfrR1+jbty9ZWVlYLBbatGljbS8uLsZsNjNmzBgAqqurOXTokMO5Pv30U/7jP/4Dd3d3XnjhBUaOHPmj19PS6FhcREREXIbJZMLb25sBAwb86Gs88MADVFdX233R+XvvvQfA+PHjATh8+DDV1dXWryC64uTJkyxZsgQPDw/WrVunYPkDaedSREREXMaVX8pxdEx9vSIiItixYwdvvPEGJSUl9OnTh/T0dPbv38/kyZO5++67gcYg26tXLzp06GAzfv369VRXVxMaGkpZWRl79+61myM8PNzuezSlkcKliIiIuIQrv5QTFxf3k67j5ubGyy+/zFtvvcW+ffvYvXs3d955J3FxcTz66KPWurS0NEaNGmUztra2lsOHDwON4dNkMjmc46OPPlK4bIKb2Wx2/K6+iIiIOF15eTn+/v7NvQy5xbny35GeuRQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERkWaRm5vL4MGDOXTokMP+7OxsQkJCKC4utuu7cOEC48ePZ+PGjdecY9WqVTz88MPXrFm2bBlPPvmkzbzz5s1j5MiRhIaGMmnSJDZu3EhNTc01r/Of//mfhISEXLOmJfBo7gWIiIhIy1NUVER8fDz19fVN1hiGQdeuXQkMDLRpt1gsLFy4kLKysmvO8ac//YkPP/yQzp07X7MuPT2dyZMnA3D48GHmzp2Lr68v0dHRtGvXjszMTFJSUsjJyWH9+vW0amW/N/fZZ5/xxhtvXHOelkLhUkRERG6qAwcOkJSUREVFxTXrTCYTQ4cOtWkrKCjg+eefp6CgoMlxFouF9evX8+GHH37vWk6cOEF5ebl1nhdeeAFvb2/effddOnToAEBkZCRr1qxh69atfPrpp4waNco6vra2lnfffZeUlBTq6uq+d76WQMfiIiIictPExcWxePFi/Pz8iIiIaLKuvLyc/Px8QkNDrW2bN29m+vTplJeXEx0d7XDcyZMneeSRR/jwww+ZOHEiAQEB11yPYRj4+/vTq1cvvv76a4qKihgxYoQ1WF4xbtw4oPHI/LtrfPTRR0lOTmbYsGH07t37e++/JdDOpYiIiAvxWhrT3EtoUtXvf/qxb2FhITExMURHR7N58+Ym60wmE15eXgwcONDaduLECcaPH89TTz3F6dOn+eMf/2g3rri4GH9/fxITEwkODv7e5y0Nw2DIkCEA+Pn58eGHH3LbbbfZ1X3zzTcANkfi58+fp1WrVrzwwguMGjWK2bNnX3OulkLhUkRExIW4Fxxv7iXcUKmpqbRu3fp76wzDICgoyKY2MTHR+u/Tp087HDd06FDCw8Ovay0VFRXk5uZad0E9PDzo2rWrw9otW7YAcP/991vbevTowZ/+9Cfc3Nyua76WQsfiIiIictNcT7Csra3l4MGDds9bXs/Y66m5Ij09HTc3t+99w3vTpk1kZmbSu3dvwsLCrO0eHh4Klg4oXIqIiIhLOXLkCBcvXrQLl85mGAb/+q//ire3d5M1mzZtIjk5GV9fX1asWOHwTXGxpU9IREREXIphGHTv3v17v0Lop2hoaCA9Pb3JAFtbW8uKFStITk4mICCADRs22H0lkjimZy5FRERcSF3PPs29hGZnMpls3hK/ET7//HPOnTvnMFxeunSJhIQE0tLS6NGjB2vXrqVTp043dD3/TBQuRUREXIgz3si+lZWWlnLq1CkWLVp0Q+cxDINOnTrRs2dPm/aqqirmzZvH0aNHCQoKYtWqVfj4+NzQtfyz0bG4iIiIuAyTyYS3tzcDBgy4ofN89yuIvispKYmjR48yfPhw1q1bp2D5I2jnUkRERFyGYRgEBwfj4XHjIorZbOb48eM88cQTNu05OTns27cPT09PhgwZwieffGI3NjAwkP79+9+wtf0zULgUERERl3D58mWysrKIi4u7ofOkp6fj7u5OcHCwTXtmZqZ1HatWrXI4dty4cQqX38PNbDY3NPciREREWory8nL8/f2bexlyi3PlvyM9cykiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIs0iNzeXwYMHc+jQIYf92dnZhISEUFxcbNd34cIFxo8fz8aNGx2O/eqrr0hMTGTs2LEMGTKEsWPHsmzZMsrLyx3Wf/3114SEhHDw4EEALBYLGzZsYNKkSQwdOpSRI0cSFxdHbm7uNe/p+9bVEng09wJERESk5SkqKiI+Pp76+vomawzDoGvXrgQGBtq0WywWFi5cSFlZmcNx58+fZ+bMmVy4cIGJEydy1113UVBQwEcffURGRgabN2+mQ4cONmNMJhO33347AwYMoKGhgUWLFpGRkcHIkSOZOnUq58+fZ9u2bTz55JOsXbuWkJAQu3m/b10thcKliIiI3FQHDhwgKSmJioqKa9aZTCaGDh1q01ZQUMDzzz9PQUFBk+PefPNNzp49y7p16xgyZIi1fdCgQSxcuJC3336b+Ph4mzGGYRAcHIynpycff/wxGRkZPPHEE8TExFhrJkyYwNSpU3n55ZdJTU39wetqKXQsLiIiIjdNXFwcixcvxs/Pj4iIiCbrysvLyc/PJzQ01Nq2efNmpk+fTnl5OdHR0U2OzcjIIDAw0CZYAoSFheHj48Phw4dt2i9fvkxWVpZ1rszMTAAmTZpkU9exY0fuu+8+Tp06hdls/sHraim0cykiIuJCqrLmN/cSmuQVtPYnX6OwsJCYmBiio6PZvHlzk3UmkwkvLy8GDhxobTtx4gTjx4/nqaee4vTp0/zxj390ODY5OZlLly7ZtVdVVVFVVUWrVrZ7a9nZ2Vy6dMkaRn/7298SGRlJQECA3TXOnTsHYHON611XS6FwKSIi4kLqK75o7iXcUKmpqbRu3fp76wzDICgoyKY2MTHR+u/Tp083ObZjx44O27du3UpdXR1BQUE27SaTiZ///OfWce3bt6d9+/Z2448ePUpubi6/+MUvaNu27Q9eV0uhY3ERERG5aa4nWNbW1nLw4EG75y2vZ2xTDh48yKZNm/D29mbatGk2fYZh2M11tbKyMn7/+98D8OSTTzptXf+MFC5FRETEpRw5coSLFy9+b+C7Xunp6SxYsID6+noSExNtdjaLi4s5ffr0NecqKSlhzpw5fPXVV0yfPp0RI0Y4ZV3/rBQuRURExKUYhkH37t3p3LnzT77Wzp07eeaZZ6irq2P58uWEhYXZzeXj40P//v0djj9+/DgzZ87kzJkzTJs2jdjY2J+8pn92euZSRETEhbRq27u5l9DsTCaTzVviP9aGDRt455138PHx4cUXXyQ4ONiuxjAMQkJC8PCwj0R//etf+d3vfkd1dTWxsbFMnz79J6+pJVC4FBERcSHOeCP7VlZaWsqpU6dYtGjRT7rOK6+8wgcffECnTp1Ys2YNPXv2tKuprq7m0KFDDuf69NNP+Y//+A/c3d154YUXGDly5E9aT0uicCkiIiIuw2Qy4e3tzYABA370NbZv384HH3xAly5dePPNNx1+pRDA4cOHqa6utvs+zJMnT7JkyRI8PDxYu3Yt999//49eS0ukcCkiIiIu48ov5Tg6pr4eVVVVvP766wCEh4c7/N1yLy8vwsPDMZlM9OrVy+6nINevX091dTWhoaGUlZWxd+9eu2uEh4fj5eX1o9b4z07hUkRERFzClV/KiYuL+9HX+Pzzz60/K/n+++87rOncuTPh4eGkpaUxatQom77a2lrrL/iYTCZMJpPDa3z00UcKl01wM5vNDc29CBERkZaivLwcf3//5l6G3OJc+e9IX0UkIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiLNIjc3l8GDB3Po0CGH/dnZ2YSEhFBcXGzXd+HCBcaPH8/GjRsdjj137hwrV67k4YcfZvjw4URHR7Nt2zYaGhoc1n/99deEhIRw8OBBACwWCxs2bGDSpEkMHTqUkSNHEhcXR25u7jXv6fvW1RJ4NPcCREREpOUpKioiPj6e+vr6JmsMw6Br164EBgbatFssFhYuXEhZWZnDcZWVlTz11FOUlpYSGRlJly5dSEtL48UXX6SgoID4+Hi7MSaTidtvv50BAwbQ0NDAokWLyMjIYOTIkUydOpXz58+zbds2nnzySdauXUtISIjdNb5vXS2FwqWIiIjcVAcOHCApKYmKiopr1plMJoYOHWrTVlBQwPPPP09BQUGT4/74xz9y+vRpkpKSGD16NACTJk1iwYIFbNu2jaioKLp27WozxjAMgoOD8fT05OOPPyYjI4MnnniCmJgYa82ECROYOnUqL7/8MqmpqT94XS2FwqWIiIgL2bh7aXMvoUlPjvv9T75GXFwcJpOJ7t27M3jwYPbt+//s3XtY1Oed//+nHEwQSmg8UGNq1mMSk7hIdKJQxS6W1C3FWGg3INlqSTGQSkIVjevpMq626xFtUqOxDdl2dekuV0xDYsx+V+Pm9xlETtpOTRApjpaDTIITCcpEwvz+8HLSyQx4msoEXo/rytV63+/7c9+fufjjdd2f0zte62w2GydPnuSZZ55xtRUUFLBjxw5CQ0NJS0tj9+7dXsd++umnjBs3jvj4eLf2Rx55hPfee4/q6mq3cHnp0iXKy8t59tlnAThy5AhwOZD+tcjISKKjo/m///s/7HY7ERER17WuvkLhUkRExI+csfXuna9Tp06RnZ1NWloaBQUFXdYZhkFISAgTJkxwtVVXV5OYmMj8+fOxWq1dhrif/OQnXturq6sBuOuuu9zaq6qquHDhAlOmTAFgwYIFpKSkMGTIEI9jtLS0ABAQ8PljK9e6rr5C4VJERERumcLCQvr373/VOrPZzMSJE91qV69e7fq31Wq9pvkuXrxIfX09b731Fm+88QZxcXE88MADbjWGYTB69GgiIyMBiIiIcO1K/rVjx45hsVgYM2YM4eHhN7Wu3kzhUkRERG6ZawmWHR0dlJWVeexAXsvYL3rppZfYs2cPAF//+tddl77/mtlsJi4urtvjNDc3s3Ll5dsCMjMzb3pdvZleRSQiIiJ+5ejRo7S1tXk8zHMjvvGNb7Bx40aefvppPv74Y9LT0zl+/Lirv76+HqvV2u1cDQ0NZGVl0djYSHp6+lWDaF+nnUsRERE/8vXBo3p6CT3ObDYzYsQIhg4detPHmjRpEgDTpk1j8uTJzJ07l1/84hds377dNVdYWBjjx4/3Ov748eMsXLiQjz76iDlz5pCTk3PTa+rtFC5FRET8iC+eyP6yMwyD2NhYnx/33nvvZcSIEbz//vuuNrPZjMlkIijIMxIdOnSIFStW4HA4yMnJIT093edr6o10WVxERET8RlNTE3V1dTd8SdzpdJKens6PfvQjr/1tbW3cdtttADgcDioqKrwG2QMHDvDcc8/R2dnJunXrFCyvg8KliIiI+A3DMAgNDSUqKuqGxvfr14/BgwdjsVg4fPiwW9/bb79NY2Mj06dPB6CyshKHw+F6BdEVNTU1rFq1iqCgILZu3erxvkzpni6Li4iIiN+48qUcb5epr9Wzzz7LH//4R5YsWUJycjJ33303f/rTn3jzzTe55557yMrKAi4H2bFjxzJo0CC38du2bcPhcBAbG0tzczP79u3zmGP69OmEhITc8Bp7M4VLERER8QtXvpSTm5t7U8e55557ePXVV3nppZcoLi6mtbWVyMhI0tLS+NGPfkRYWBgAJSUlzJgxw21sR0cHlZWVwOXwaRiG1zn27t2rcNmFfna73dnTixAREekrbDYbgwcP7ullyJecP/8d6Z5LEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERER8RmFSxERERHxGYVLERER6REWi4XJkydTUVHhtb+qqgqTyUR9fb1HX2trK4mJiezcufOa5lq+fDkmk4mGhgav/WfPnsVkMlFWVgZAe3s727dvJzk5mZiYGOLj48nNzcVisXQ7z/WuqzdSuBQREZFb7vTp0yxevJjOzs4ua8xmM8OHD2fYsGFu7e3t7SxatIjm5uZrmuutt97inXfe6bbGMAwGDBhAVFQUTqeTvLw8XnnlFcaOHctPf/pTHn/8cd5//30yMzM5cuSI12Nc77p6K4VLERERuaUOHjzIj370Iz788MNu6wzDICYmxq2ttraWefPmUVVVdU1zNTQ0sGHDBvr3799tndlsZtKkSQQHB/POO+9QWlrK3Llz+dnPfkZKSgo//vGPefXVV7n99tvZtGmTx/jrXVdvpnApIiIit0xubi5Llixh4MCBJCQkdFlns9k4efIksbGxrraCggLS09Ox2WykpaVdda7PPvuMVatWcffdd/PNb36zy7pLly5RXl7umuvKzmRycrJbXWRkJNHR0dTV1WG32294Xb1dUE8vQERERD73+uuv9/QSujRr1qybPsapU6fIzs4mLS2NgoKCLusMwyAkJIQJEya42qqrq0lMTGT+/PlYrVZ2797d7VwFBQV88MEHvPrqq/zmN7/psq6qqooLFy4wZcoUABYsWEBKSgpDhgzxqG1paQEgIODz/bnrXVdvp3ApIiLiR3r7/XqFhYVXvUQNly9TT5w40a129erVrn9brdZux1ssFnbt2sWzzz7LyJEju601DIPRo0cTGRkJQEREBBERER51x44dw2KxMGbMGMLDw29oXX2BLouLiIjILXMtwbKjo4OysjKP+y2vZSzAhQsXWLVqFQ8//DA/+MEPrlpvNps95vqi5uZmVq5cCUBmZuYNrauv0M6liIiI+JWjR4/S1tZ21cDXlU2bNvHxxx+zfft2+vXr121tfX09Vqu127kaGhpYsGABjY2NpKenExcXd0Pr6iu0cykiIiJ+xWw2M2LECIYOHXrdYw8ePMgbb7zBU089Rf/+/bHb7djtdi5dugRcfg/lXz+MYzabCQsLY/z48V6Pd/z4cTIyMjhz5gxz5swhJyfnhs6pL9HOpYiIiB/x9hBJX2MYhttT4tfj//7v/wBYv34969ev9+h/4okngM+fCDebzZhMJoKCPCPRoUOHWLFiBQ6Hg5ycHNLT029oTX2NwqWIiIgf8cUT2V9mTU1N1NXVkZeXd0Pjn3jiCWbOnOnR/pvf/IbS0lKef/557rzzTgAcDgcVFRVe5zpw4ADLli0jMDCQdevWER8ff0Pr6YsULkVERMRvGIZBaGgoUVFRNzR+5MiRXp8O37dvHwDjx4/nrrvuAqCyshKHw+F6BdEVNTU1rFq1iqCgIPLz83n44YdvaC19lcKliIiI+I0rX8rxdpna1wzDYOzYsQwaNMitfdu2bTgcDmJjY2lubnYF0782ffp0QkJC/uZr/DJSuBQRERG/cOVLObm5ubdkvpKSEmbMmOHW1tHRQWVlJXA5fBqG4XXs3r17FS670M9utzt7ehEiIiJ9hc1mY/DgwT29DPmS8+e/I72KSERERER8RuFSRERERHxG4VJEREREfEbhUkRERER8RuFSRERERHxG4VJEREREfEbhUkRERER8RuFSRERERHxG4VJEREREfEbhUkRERER8RuFSRERERHxG4VJEREREfEbhUkRERER8RuFSREREeoTFYmHy5MlUVFR47a+qqsJkMlFfX+/R19raSmJiIjt37vQ69le/+hUmk8nrf97GnD17FpPJRFlZGQDt7e1s376d5ORkYmJiiI+PJzc3F4vF0u05XW1dfUFQTy9ARERE+p7Tp0+zePFiOjs7u6wxm80MHz6cYcOGubW3t7ezaNEimpubuxx78uRJQkJCeO655zz6Ro8e7dFmGAYDBgwgKioKp9NJXl4epaWlxMfHk5qayrlz5ygqKiIzM5P8/HxMJpPHMa5lXX2BwqWIiIjcUgcPHmTt2rWcP3++2zrDMIiJiXFrq62tZfny5dTW1nY7tqamhpEjRzJz5sxrWpPZbGbSpEkEBwezf/9+SktLmTt3LtnZ2a6apKQkUlNT2bRpE4WFhTe0rr5Al8VFRETklsnNzWXJkiUMHDiQhISELutsNhsnT54kNjbW1VZQUEB6ejo2m420tLQux7a3t/OXv/yFkSNHXtOaLl26RHl5uWuuI0eOAJCcnOxWFxkZSXR0NHV1ddjt9uteV1+hnUsRERE/UvjYf/T0Err0T3vn3PQxTp06RXZ2NmlpaRQUFHRZZxgGISEhTJgwwdVWXV1NYmIi8+fPx2q1snv3bq9ja2tr6ezsZNSoUQA4HA4CAwMJCvIee6qqqrhw4QJTpkwBYMGCBaSkpDBkyBCP2paWFgACAj7fn7vWdfUVCpciIiJ+pKmqsaeX8DdVWFhI//79r1pnNpuZOHGiW+3q1atd/7ZarV2OrampAS6Hvh/84AdYrVYCAgKIiori2Wef5d5773WrNwyD0aNHExkZCUBERAQREREexz127BgWi4UxY8YQHh5+3evqK3RZXERERG6ZawmWHR0dlJWVedxveS1j4fNwefToUZKTk9mwYQMZGRl88MEH/PjHP+b48eNu9Waz2WOuL2pubmblypUAZGZm3tC6+grtXIqIiIhfOXr0KG1tbVcNfF2ZPHkyoaGhpKWluXYgp02bRkxMDBkZGWzevJldu3YBUF9fj9Vq7XauhoYGFixYQGNjI+np6cTFxd3QuvoKhUsRERHxK2azmREjRjB06NAbGj916lSmTp3q0T5u3Dgeeughjh07RltbG6GhoZjNZsLCwhg/frzXYx0/fpyFCxfy0UcfMWfOHHJycm5oTX2JwqWIiIgf+dqEGwtUvYlhGG5PifvSnXfeidPp5OLFi65waTKZvD7sc+jQIVasWIHD4SAnJ4f09PS/yZp6G4VLERERP+KLJ7K/zJqamqirqyMvL++GxjudTubNmwfg9Wn0uro6QkND+epXv4rD4aCiosLrXAcOHGDZsmUEBgaybt064uPjb2g9fZEe6BERERG/YRgGoaGhREVF3dD4fv36cccdd3D8+HEOHTrk1vfmm29SV1fHzJkzCQwMpLKyEofD4XoF0RU1NTWsWrWKoKAgtm7dqmB5nbRzKSIiIn7jypdyunon5bV45plnsFgsLF++nNmzZ/N3f/d3/OlPf+LNN99k5MiRZGVlAZeD7NixYxk0aJDb+G3btuFwOIiNjaW5uZl9+/Z5zDF9+nRCQkJueI29mcKliIiI+IUrX8rJzc29qeOMHDmSV199lR07drB//35aW1sZPHgwaWlpzJs3j6985SsAlJSUMGPGDLexHR0dVFZWApfDp2EYXufYu3evwmUX+tntdmdPL0JERKSvsNlsDB48uKeXIV9y/vx3pHsuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRESkR1gsFiZPnkxFRYXX/qqqKkwmE/X19R59ra2tJCYmsnPnzi6P//bbb/OjH/2IadOm8e1vf5vFixdjtVq91p49exaTyURZWRkA7e3tbN++neTkZGJiYoiPjyc3NxeLxdLtOV3Luno7hUsRERG55U6fPs3ixYvp7OzsssZsNjN8+HCGDRvm1t7e3s6iRYtobm7ucuyOHTtYuXIlwcHB5OTk8Nhjj1FWVkZGRgYNDQ0e9YZhMGDAAKKionA6neTl5fHKK68wduxYfvrTn/L444/z/vvvk5mZyZEjR7zOeS3r6guCenoBIiIi0rccPHiQtWvXcv78+W7rDMMgJibGra22tpbly5dTW1vb5bgPPviAV155halTp7J+/XoCAwMBMJlMPPXUU7z66qssXbrUbYzZbGbSpEkEBwezf/9+SktLmTt3LtnZ2a6apKQkUlNT2bRpE4WFhde9rr5CO5ciIiJyy+Tm5rJkyRIGDhxIQkJCl3U2m42TJ08SGxvraisoKCA9PR2bzUZaWlqXY1977TU6OztZuHChK1gCREdHk5mZyQMPPOBWf+nSJcrLy11zXdmZTE5OdquLjIwkOjqauro67Hb7da+rr9DOpYiIiB/5VrH/XlL9n8QhN32MU6dOkZ2dTVpaGgUFBV3WGYZBSEgIEyZMcLVVV1eTmJjI/PnzsVqt7N692+vY8vJyRo0axV133QVcDo+dnZ3cdtttPPnkkx71VVVVXLhwgSlTpgCwYMECUlJSGDLE83xbWloACAj4fH/uWtfVVyhcioiI+JEy26WeXsLfVGFhIf37979qndlsZuLEiW61q1evdv27qwdzLl26RH19PbGxsVRWVvLCCy/wpz/9CYAHH3yQZ599loceeshtjGEYjB49msjISAAiIiKIiIjwOPaxY8ewWCyMGTOG8PDw61pXX6LL4iIiInLLXEuw7OjooKyszON+y2sZ+8knn9DZ2cmpU6fIycnh/vvv5+c//zkLFizAarWSlZXlCptXmM1mj7m+qLm5mZUrVwKQmZl53evqS7RzKSIiIn7l6NGjtLW1XTXwefPpp58CcObMGZ555hnmzJnj6ps0aRJz584lPz+fl19+GYD6+nqsVmu3czU0NLBgwQIaGxtJT08nLi7uutfVl2jnUkRERPyK2WxmxIgRDB069LrHhoSEABAYGEhKSopb37333stDDz3EH/7wBy5evOiaKywsjPHjx3s93vHjx8nIyODMmTPMmTOHnJyc615TX6OdSxERET8yaXBwTy+hxxmG4faU+PX4yle+QmhoKEFBQdx2220e/QMHDsTpdNLW1kZISAhmsxmTyURQkGckOnToECtWrMDhcJCTk0N6evoNramvUbgUERHxI754IvvLrKmpibq6OvLy8m5ofL9+/Rg3bhzl5eU0Nzd7PPH9l7/8hZCQEO68804cDgcVFRVe5zpw4ADLli0jMDCQdevWER8ff0Pr6Yt0WVxERET8hmEYhIaGEhUVdcPH+O53v4vT6WTHjh1u7SUlJVRXVxMfH09AQACVlZU4HA7XK4iuqKmpYdWqVQQFBbF161YFy+uknUsRERHxG1e+lOPtMvW1+va3v827777LG2+8wUcffcS0adP4y1/+wn/9138xePBg11d3DMNg7NixDBo0yG38tm3bcDgcxMbG0tzczL59+zzmmD59uuv+TnGncCkiIiJ+4cqXcnJzc2/6WGvXruV3v/sdr7/+Ops3byYsLIxvfetbZGVlucJkSUkJM2bMcBvX0dFBZWUlcDl8Gobh9fh79+5VuOxCP7vd7uzpRYiIiPQVNpuNwYMH9/Qy5EvOn/+OdM+liIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiI9AiLxcLkyZOpqKjw2l9VVYXJZKK+vt6jr7W1lcTERHbu3OnRZzKZrvrfF509exaTyURZWRkA7e3tbN++neTkZGJiYoiPjyc3NxeLxdLtOXW3rr4iqKcXICIiIn3P6dOnWbx4MZ2dnV3WmM1mhg8fzrBhw9za29vbWbRoEc3NzV7HrV692mv74cOH2bdvH9/85jc9+gzDYMCAAURFReF0OsnLy6O0tJT4+HhSU1M5d+4cRUVFZGZmkp+f7zWgXm1dfYXCpYiIiNxSBw8eZO3atZw/f77bOsMwiImJcWurra1l+fLl1NbWdjlu5syZHm1nz55l8+bNDB8+nJUrV3r0m81mJk2aRHBwMPv376e0tJS5c+eSnZ3tqklKSiI1NZVNmzZRWFh43evqK3RZXERERG6Z3NxclixZwsCBA0lISOiyzmazcfLkSWJjY11tBQUFpKenY7PZSEtLu655169fz8cff8y//Mu/EBoa6tZ36dIlysvLXXMdOXIEgOTkZLe6yMhIoqOjqaurw263+2RdvZF2LkVERPxIyPPZVy/qIRdX/vKmj3Hq1Cmys7NJS0ujoKCgyzrDMAgJCWHChAmuturqahITE5k/fz5Wq5Xdu3df05xHjhzhvffeY+bMmURHR3v0V1VVceHCBaZMmQLAggULSElJYciQIR61LS0tAAQEfL4/d6Pr6q0ULkVERPxIYO3xnl7C31RhYSH9+/e/ap3ZbGbixIlutatXr3b922q1XvOcv/zlLwkKCiIrK8trv2EYjB49msjISAAiIiKIiIjwqDt27BgWi4UxY8YQHh5+0+vqrXRZXERERG6ZawmWHR0dlJWVedxveS1jv+jYsWMcP36cmTNn8rWvfc1rjdls9pjri5qbm133amZmZt70unozhUsRERHxK0ePHqWtre2qge9a/Nd//RcA6enpXvvr6+uxWq3dztXQ0EBWVhaNjY2kp6cTFxd30+vqzRQuRURExK+YzWZGjBjB0KFDb+o4ly5dwjAM7r//fkaMGNHlXGFhYYwfP95r//Hjx8nIyODMmTPMmTOHnJycm1pTX6B7LkVERPzIZ6PG9fQSepxhGG5Pid+o8vJy2traun0q3Ww2YzKZCAryjESHDh1ixYoVOBwOcnJyutz9FHcKlyIiIn7EF09kf5k1NTVRV1dHXl7eTR+rqqoKgMmTJ3vtdzgcVFRUeJ3rwIEDLFu2jMDAQNatW0d8fPxNr6evULgUERERv2EYBqGhoURFRd30sd5//31CQkK6vCReWVmJw+FwvYLoipqaGlatWkVQUBD5+fk8/PDDN72WvkThUkRERPzGlS/leLtMfb2sViuRkZFu76T8a4ZhMHbsWAYNGuTWvm3bNhwOB7GxsTQ3N7Nv3z6PsdOnTyckJOSm19gbKVyKiIiIX7jypZzc3FyfHO/cuXOMGTOmy/6SkhJmzJjh1tbR0UFlZSVwOXwahuF17N69exUuu9DPbrc7e3oRIiIifYXNZmPw4ME9vQz5kvPnvyO9ikhEREREfEbhUkRERER8RuFSRERERHxG4VJEREREfEbhUkRERER8RuFSRERERHxG4VJEREREfEbhUkRERER8RuFSRERERHxG4VJEREREfEbhUkRERER8RuFSRERERHxG4VJEREREfEbhUkRERHqExWJh8uTJVFRUeO2vqqrCZDJRX1/v0dfa2kpiYiI7d+70OvbDDz9kzZo1zJw5k5iYGB577DFeeuklPv30U6/1Z8+exWQyUVZWBkB7ezvbt28nOTmZmJgY4uPjyc3NxWKxdHtOV1tXXxDU0wsQERGRvuf06dMsXryYzs7OLmvMZjPDhw9n2LBhbu3t7e0sWrSI5uZmr+M++eQTnnzySc6ePUtSUhJjx46lvLycX//617z//vts3brVY4xhGAwYMICoqCicTid5eXmUlpYSHx9Pamoq586do6ioiMzMTPLz8zGZTB7HuNq6+gqFSxEREbmlDh48yNq1azl//ny3dYZhEBMT49ZWW1vL8uXLqa2t7XLc66+/TkNDA08//TQ//OEPAUhOTmbNmjW88cYblJSUMGXKFLcxZrOZSZMmERwczP79+yktLWXu3LlkZ2e7apKSkkhNTWXTpk0UFhZe97r6Cl0WFxERkVsmNzeXJUuWMHDgQBISErqss9lsnDx5ktjYWFdbQUEB6enp2Gw20tLSuhx7+vRpAL7xjW+4tU+fPh2AEydOuLVfunSJ8vJy11xHjhwBLgfSvxYZGUl0dDR1dXXY7fbrXldfoZ1LERERP3Kx/NmeXkKXQibm3/QxTp06RXZ2NmlpaRQUFHRZZxgGISEhTJgwwdVWXV1NYmIi8+fPx2q1snv3bq9j77nnHgD+/Oc/M2rUKFe71WoFYPDgwW71VVVVXLhwwbWbuWDBAlJSUhgyZIjHsVtaWgAICPh8f+5a19VXKFyKiIj4kc7zH/T0Ev6mCgsL6d+//1XrzGYzEydOdKtdvXq1699XgqI3jz32GAcOHCA/P5/bbruNMWPGcOzYMX71q18xatQo/uEf/sGt3jAMRo8eTWRkJAARERFERER4HPfYsWNYLBbGjBlDeHj4da+rr1C4FBERkVvmWoJlR0cHZWVl/OQnP7nusQADBgwgKyuLFStWsGjRIlf78OHD+cUvfsHtt9/uVm82m4mLi+v2mM3NzaxcuRKAzMzMG1pXX6F7LkVERMSvHD16lLa2No+Hea7V22+/zdNPP43T6eSZZ55hw4YNPPnkk9hsNjIzMzl79qyrtr6+HqvV2u1cDQ0NZGVl0djYSHp6+lWDaF+nnUsRERHxK2azmREjRjB06NAbGv/CCy9w2223sWvXLtdrjOLi4pg4cSJZWVls2bKFn//85665wsLCGD9+vNdjHT9+nIULF/LRRx8xZ84ccnJybuyk+hCFSxERET8SEH5fTy+hxxmG4faU+PWw2+00NzcTGxvr8X7M6Oho7rnnHteL0uFyuDSZTAQFeUaiQ4cOsWLFChwOBzk5OaSnp9/QmvoahUsRERE/4osnsr/MmpqaqKurIy8v74bGBwUF0a9fvy5fzv7ZZ5/hdDoBcDgcVFRUeJ3rwIEDLFu2jMDAQNatW0d8fPwNracv0j2XIiIi4jcMwyA0NJSoqKgbGh8WFsbf//3fU1ZWRk1NjVtfSUkJZ86c4ZFHHgGgsrISh8Ph8UL1mpoaVq1aRVBQEFu3blWwvE7auRQRERG/ceVLOd4uU1+rxYsXk5mZSWZmJsnJydx9993U1NSwd+9eBg4c6Lpv0jAMxo4dy6BBg9zGb9u2DYfDQWxsLM3Nzezbt89jjunTpxMSEnLDa+zNFC5FRETEL1z5Uk5ubu5NHWf06NH8+7//Oy+//DLFxcV8/PHHDBw4kO985zv8+Mc/dr1EvaSkhBkzZriN7ejooLKyErgcPg3D8DrH3r17FS670M9utzt7ehEiIiJ9hc1m8/hCjMj18ue/I91zKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiPcJisTB58mQqKiq89ldVVWEymaivr/foa21tJTExkZ07d3od29TUxKpVq0hISCAuLo65c+eyb9++Ltdy9uxZTCYTZWVlALS3t7N9+3aSk5OJiYkhPj6e3NxcLBZLt+d0tXX1BQqXIiIicsudPn2axYsX09nZ2WWN2Wxm+PDhDBs2zK29vb2dRYsW0dzc7HVcY2Mjc+fO5e233+Yb3/gGCxYs4K677mLVqlVs2bLF6xjDMBgwYABRUVE4nU7y8vJ45ZVXGDt2LD/96U95/PHHef/998nMzOTIkSNej3G1dfUVQT29ABEREelbDh48yNq1azl//ny3dYZhEBMT49ZWW1vL8uXLqa2t7XLc1q1baWlp4bnnnuN73/seACkpKXzta1/jt7/9LXFxcURHR7uNMZvNTJo0ieDgYPbv309paSlz584lOzvbVZOUlERqaiqbNm2isLDwutfVV2jnUkRERG6Z3NxclixZwsCBA0lISOiyzmazcfLkSWJjY11tBQUFpKenY7PZSEtL8zru0qVLGIbB17/+dWbPnu3WN2/ePABee+01jzHl5eWuua7sTCYnJ7vVRUZGEh0dTV1dHXa7/brW1Zdo51JERMSP7Hzz+Z5eQpcyv7Pypo9x6tQpsrOzSUtLo6CgoMs6wzAICQlhwoQJrrbq6moSExOZP38+VquV3bt3e4yz2+04HA5Gjx5Nv3793Pq+8pWv8NWvfpXjx4+7tVdVVXHhwgWmTJkCwIIFC0hJSWHIkCEex29paQEgIODz/blrWVdfonApIiLiR87Yevdl1cLCQvr373/VOrPZzMSJE91qV69e7fq31Wr1Oi4kJASAtrY2j77PPvuM1tZW2tvb3doNw2D06NFERkYCEBERQUREhMf4Y8eOYbFYGDNmDOHh4de1rr5El8VFRETklrmWYNnR0UFZWZnH/ZbXMjYsLIxRo0Zx7NgxGhsb3freffddOjo6cDgcbu1ms9ljri9qbm5m5crLO7eZmZnXva6+ROFSRERE/MrRo0dpa2u7auDrSmZmJg6Hg2eeeYaSkhIaGhp46623+NnPfkZ4eDhBQZ9fuK2vr8dqtXY7V0NDA1lZWTQ2NpKenk5cXNwNrauv0GVxERER8Stms5kRI0YwdOjQGxr/zW9+kxUrVpCfn88zzzwDwB133MEzzzzDO++84/ZEt9lsJiwsjPHjx3s91vHjx1m4cCEfffQRc+bMIScn54bW1JcoXIqIiPiRrw8e1dNL6HGGYbg9JX4jvvvd75KQkEBNTQ0BAQGMHj2a/v378/LLL3P33Xe76sxmMyaTyW0384pDhw6xYsUKHA4HOTk5pKen39Sa+gqFSxERET/iiyeyv8yampqoq6sjLy/vho9hGAbnz59n5syZPPjgg672P//5zzQ1NfGd73wHAIfDQUVFhde5Dhw4wLJlywgMDGTdunXEx8ff8Hr6GoVLERER8RuGYRAaGkpUVNQNH+N//ud/ePvtt3nggQcYPnw4cPldltu2beO2225zvb+ysrISh8PhegXRFTU1NaxatYqgoCDy8/N5+OGHb3gtfZHCpYiIiPiNK1/K8XaZ+lo98cQTHDx4kAULFvD973+f22+/nX379mGxWFi2bBmDBg0CLgfZsWPHuv59xbZt23A4HMTGxtLc3Oz1m+TTp093vfZI3ClcioiIiF+48qWc3NzcmzrOqFGj2L59Ozt27ODVV1+ls7OTsWPHsm3bNh555BFXXUlJCTNmzHAb29HRQWVlJXA5fBqG4XWOvXv3Klx2oZ/dbnf29CJERET6CpvNxuDBg3t6GfIl589/R3rPpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiI9AiLxcLkyZOpqKjw2l9VVYXJZKK+vh4Au93Ohg0bmDVrFjExMSQkJLB06VJOnTrlMba9vZ0dO3bwve99j6lTp5KSksJvf/tbPvvsM69znT17FpPJRFlZmWv89u3bSU5OJiYmhvj4eHJzc7FYLN2eU2trK4mJiezcufM6foneJainFyAiIiJ9z+nTp1m8eDGdnZ1d1pjNZoYPH86wYcNwOBxkZWVRV1dHYmIi48aNo6GhgaKiIg4fPsyuXbsYNWoUAJ2dnTz33HOUlJTw3e9+lwceeIDS0lK2bdvG6dOn+Zd/+RePuQzDYMCAAURFReF0OsnLy6O0tJT4+HhSU1M5d+4cRUVFZGZmkp+fj8lk8jhGe3s7ixYtorm52Xc/1JeQwqWIiIjcUgcPHmTt2rWcP3++2zrDMIiJiQFgz5491NbWsnTpUmbPnu2qmTFjBvPmzeOFF15gy5YtAPzv//4vZrOZp59+mh/+8IcAzJ49m5/97Ge89tprJCUl8eCDD7rNZTabmTRpEsHBwezfv5/S0lLmzp1Ldna2qyYpKYnU1FQ2bdpEYWGh2/ja2lqWL19ObW3tjf8wvYQui4uIiMgtk5uby5IlSxg4cCAJCQld1tlsNk6ePElsbCwApaWlBAcHk5SU5FZ33333MXLkSCorK11tb775JsHBwfzgBz9wq/3nf/5nAIqLi93aL126RHl5uWuuI0eOAJCcnOxWFxkZSXR0NHV1ddjtdld7QUEB6enp2Gw20tLSruVn6NW0cykiIuJHXn/99Z5eQpdmzZp108c4deoU2dnZpKWlUVBQ0GWdYRiEhIQwYcIEANasWUNLSwuBgYFudU6nk3PnzhEQ8Pl+mcViYdSoUYSEhLjVDhs2jK9+9av86U9/cmuvqqriwoULTJkyBYAFCxaQkpLCkCFDPNbV0tIC4DZfdXU1iYmJzJ8/H6vVyu7du6/hl+i9FC5FRET8SG+/X6+wsJD+/ftftc5sNjNx4kRX7aBBgxg0aJBH3f79+/nwww+ZNm0acPm+x/Pnz7tC6RcNGTKEhoYGtzbDMBg9ejSRkZEAREREEBER4TH22LFjWCwWxowZQ3h4uKt99erVrnVardarnltvp8viIiIicstcS7Ds6OigrKzMdb9lV2pra9mwYQOBgYFkZGQA8MknnwAwYMAAr2Nuv/12Ll686NZmNpuvOldzczMrV64EIDMz063vWs6pL1G4FBEREb9y9OhR2traug181dXVZGdn09raysKFC7n//vuBy5fJ//p/v8jpdLpdWq+vr8dqtXY7V0NDA1lZWTQ2NpKenk5cXNyNnFafoXApIiIifsVsNjNixAiGDh3qtd8wDJ566insdjsLFy4kJSXF1Xdlx7K9vd3r2Pb2dkJDQ93mCgsLY/z48V7rjx8/TkZGBmfOnGHOnDnk5OTc6Gn1GbrnUkRExI94e4ikrzEMw/Xk9hcVFRWxceNGAgICeP7553n00Ufd+kNDQ4mIiOjy3tXm5ma30Go2mzGZTAQFeUaiQ4cOsWLFChwOBzk5OaSnp9/EWfUdCpciIiJ+xBdPZH+ZNTU1UVdXR15enkffnj172LJlC+Hh4axfv57o6Givx3jggQcoLy+nvb2d22+/3dVeX1+P3W53BVKHw0FFRYXXuQ4cOMCyZcsIDAxk3bp1xMfH++gMez9dFhcRERG/YRgGoaGhREVFubWXlJSQn5/PHXfcwY4dO7oMlgDf/va3cTgcHi86//d//3cAEhMTAaisrMThcLheQXRFTU0Nq1atIigoiK1btypYXiftXIqIiIjfuPKlnC9ept68eTNOp5OpU6dy4sQJTpw44TF25syZACQkJPD666/zy1/+koaGBsaNG8fhw4f53//9X77//e9z7733ApeD7NixYz1ecbRt2zYcDgexsbE0Nzezb98+j7mmT5/u8R5NuUzhUkRERPzClS/l5ObmurU3NTW53h9ZXFzs8YWdK66Ey379+rFp0yZefvll3nnnHd58803uuusucnNz+ad/+idXfUlJCTNmzHA7RkdHh+trP4ZhYBiG17n27t2rcNmFfna73fuz+iIiIuJzNpuNwYMH9/Qy5EvOn/+OdM+liIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiI9AiLxcLkyZOpqKjw2l9VVYXJZKK+vh4Au93Ohg0bmDVrFjExMSQkJLB06VJOnTrV7TwNDQ3ExcVRXFzcZc3Zs2cxmUyUlZUB0N7ezvbt20lOTiYmJob4+Hhyc3OxWCzdztXa2kpiYiI7d+7stq43C+rpBYiIiEjfc/r0aRYvXkxnZ2eXNWazmeHDhzNs2DAcDgdZWVnU1dWRmJjIuHHjaGhooKioiMOHD7Nr1y5GjRrlcYyWlhZyc3O5ePFit+sxDIMBAwYQFRWF0+kkLy+P0tJS4uPjSU1N5dy5cxQVFZGZmUl+fj4mk8njGO3t7SxatIjm5ubr/0F6EYVLERERuaUOHjzI2rVrOX/+fLd1hmEQExMDwJ49e6itrWXp0qXMnj3bVTNjxgzmzZvHCy+8wJYtW9zGV1VVsXLlSs6ePXvVNZnNZiZNmkRwcDD79++ntLSUuXPnkp2d7apJSkoiNTWVTZs2UVhY6Da+traW5cuXU1tbe9W5ejtdFhcREZFbJjc3lyVLljBw4EASEhK6rLPZbJw8eZLY2FgASktLCQ4OJikpya3uvvvuY+TIkVRWVrq1r1+/nvnz5+N0Ot3CqDeXLl2ivLzcNdeRI0cASE5OdquLjIwkOjqauro67Ha7q72goID09HRsNhtpaWnd/wB9gHYuRURE/EjhY//R00vo0j/tnXPTxzh16hTZ2dmkpaVRUFDQZZ1hGISEhDBhwgQA1qxZQ0tLC4GBgW51TqeTc+fOERDgvl9WU1NDeno6P/rRj3j33Xd57bXXupyrqqqKCxcuMGXKFAAWLFhASkoKQ4YM8ahtaWkBcJuvurqaxMRE5s+fj9VqZffu3d3/CL2cwqWIiIgfaapq7Okl/E0VFhbSv3//q9aZzWYmTpzoqh00aBCDBg3yqNu/fz8ffvgh06ZNc2t/8cUXr2keuBxkR48eTWRkJAARERFERER41B07dgyLxcKYMWMIDw93ta9evdo1l9VqvaY5ezNdFhcREZFb5loCX0dHB2VlZa77LbtSW1vLhg0bCAwMJCMj47rnucJsNl91rubmZlauXAlAZmbmDc/VFyhcioiIiF85evQobW1t3Qa+6upqsrOzaW1tZeHChdx///03NFd9fT1Wq7XbuRoaGsjKyqKxsZH09HTi4uJuaK6+QuFSRERE/IrZbGbEiBEMHTrUa79hGDz11FPY7XYWLlxISkrKTc0VFhbG+PHjvfYfP36cjIwMzpw5w5w5c8jJybnhufoK3XMpIiLiR742wXug6ksMw3A9uf1FRUVFbNy4kYCAAJ5//nkeffTRm5rLbDZjMpkICvKMRIcOHWLFihU4HA5ycnJIT0+/qbn6CoVLERERP+KLJ7K/zJqamqirqyMvL8+jb8+ePWzZsoXw8HDWr19PdHT0Tc3lcDioqKjwOteBAwdYtmwZgYGBrFu3jvj4+Juaqy9RuBQRERG/YRgGoaGhREVFubWXlJSQn5/PHXfcwUsvveT1azzXq7KyEofD4XoF0RU1NTWsWrWKoKAg8vPzefjhh296rr5E4VJERET8xpUv5XzxMvXmzZtxOp1MnTqVEydOcOLECY+xM2fOvK65DMNg7NixHq842rZtGw6Hg9jYWJqbm9m3b5/H2OnTpxMSEnJd8/UVCpciIiLiF658KSc3N9etvampyfX+yOLiYoqLi72Ov95wWVJSwowZM9zaOjo6XF/7MQwDwzC8jt27d6/CZRf62e12Z08vQkREpK+w2WwMHjy4p5chX3L+/HekVxGJiIiIiM8oXIqIiIiIzyhcioiIiIjPKFyKiIiIiM8oXIqIiIiIzyhcioiIiIjPKFyKiIiIiM8oXIqIiIiIzyhcioiIiIjPKFyKiIiIiM8oXIqIiIiIzyhcioiIiIjPKFyKiIiIiM8oXIqIiEiPsFgsTJ48mYqKCq/9VVVVmEwm6uvrAbDb7WzYsIFZs2YRExNDQkICS5cu5dSpUx5jGxsbWb16Nf/4j//IlClT+Md//EfWrFmDzWbzOtfZs2cxmUyUlZUB0N7ezvbt20lOTiYmJob4+Hhyc3OxWCzdnlNrayuJiYns3LnzOn6J3iWopxcgIiIifc/p06dZvHgxnZ2dXdaYzWaGDx/OsGHDcDgcZGVlUVdXR2JiIuPGjaOhoYGioiIOHz7Mrl27GDVqFADnzp0jIyOD1tZWZs+ezd/93d9RW1vL3r17KS0tpaCggEGDBrnNZRgGAwYMICoqCqfTSV5eHqWlpcTHx5Oamsq5c+coKioiMzOT/Px8TCaTx3rb29tZtGgRzc3Nvv2xvmQULkVEROSWOnjwIGvXruX8+fPd1hmGQUxMDAB79uyhtraWpUuXMnv2bFfNjBkzmDdvHi+88AJbtmwB4KWXXuLDDz9k69atTJkyxVX7yCOPsGjRIn7961+zePFit7nMZjOTJk0iODiY/fv3U1payty5c8nOznbVJCUlkZqayqZNmygsLHQbX1tby/Lly6mtrb2xH6UX0WVxERERuWVyc3NZsmQJAwcOJCEhocs6m83GyZMniY2NBaC0tJTg4GCSkpLc6u677z5GjhxJZWWlq620tJRhw4a5BUuAadOmERYW5lYLcOnSJcrLy11zHTlyBIDk5GS3usjISKKjo6mrq8Nut7vaCwoKSE9Px2azkZaWdo2/RO+lnUsRERE/8q1i/72k+j+JQ276GKdOnSI7O5u0tDQKCgq6rDMMg5CQECZMmADAmjVraGlpITAw0K3O6XRy7tw5AgI+3y/bsWMHFy5c8DjmxYsXuXjxolstXL6388KFC64wumDBAlJSUhgyxPN8W1paANyOUV1dTWJiIvPnz8dqtbJ79+6r/Aq9m8KliIiIHymzXerpJfxNFRYW0r9//6vWmc1mJk6c6KodNGiQx32SAPv37+fDDz9k2rRprrbIyEivx9yzZw+fffYZEydOdGs3DIPRo0e7xkVERBAREeEx/tixY1gsFsaMGUN4eLirffXq1a51Wq3Wq55bb6fL4iIiInLLXEuw7OjooKyszHW/ZVdqa2vZsGEDgYGBZGRkdFtbVlbGr371K0JDQ5kzZ45bn9lsvupczc3NrFy5EoDMzEy3vms5p75E4VJERET8ytGjR2lra+s28FVXV5OdnU1raysLFy7k/vvv77L28OHDLFy4kM7OTlavXu22s1lfX4/Vau12roaGBrKysmhsbCQ9PZ24uLgbO7E+QuFSRERE/IrZbGbEiBEMHTrUa79hGDz11FPY7XYWLlxISkpKl8f6/e9/z09/+lM+++wz/vVf/9Xt8vmVucLCwhg/frzX8cePHycjI4MzZ84wZ84ccnJybvzE+gjdcykiIuJHJg0O7ukl9DjDMFxPbn9RUVERGzduJCAggOeff55HH320y+Ns376dV155hbCwMP7t3/6NSZMmedSYzWZMJhNBQZ6R6NChQ6xYsQKHw0FOTg7p6ek3flJ9iMKliIiIH/HFE9lfZk1NTdTV1ZGXl+fRt2fPHrZs2UJ4eDjr168nOjq6y+Ns3ryZ//zP/+RrX/saW7Zscb1g/a85HA4qKiq8znXgwAGWLVtGYGAg69atIz4+/uZOrA9RuBQRERG/YRgGoaGhREVFubWXlJSQn5/PHXfcwUsvveQ1LF7x2muv8Z//+Z/cfffdvPTSS15fKQRQWVmJw+HweB9mTU0Nq1atIigoiPz8fB5++OGbPq++ROFSRERE/MaVL+V88TL15s2bcTqdTJ06lRMnTnDixAmPsTNnzuTixYu8+OKLAEyfPt3rd8tDQkKYPn06hmEwduxYj1ccbdu2DYfDQWxsLM3Nzezbt8/jGNOnTyckJORmTrXXUrgUERERv3DlSzm5ublu7U1NTa73RxYXF1NcXOx1/MyZM3n//fddn5X87W9/67Vu6NChTJ8+nZKSEmbMmOHW19HR4fqCj2EYGIbh9Rh79+5VuOxCP7vd7uzpRYiIiPQVNpuNwYMH9/Qy5EvOn/+O9CoiEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERHpERaLhcmTJ1NRUeG1v6qqCpPJRH19PQB2u50NGzYwa9YsYmJiSEhIYOnSpZw6dcpjbEtLCz//+c+ZNWsWU6dOJS0tjaKiIpxOp9e5zp49i8lkoqysDID29na2b99OcnIyMTExxMfHk5ubi8Vi6facWltbSUxMZOfOndfxS/QuQT29ABEREel7Tp8+zeLFi+ns7Oyyxmw2M3z4cIYNG4bD4SArK4u6ujoSExMZN24cDQ0NFBUVcfjwYXbt2sWoUaMA+OSTT5g/fz5NTU2kpKRw9913U1JSwr/9279RW1vL4sWLPeYyDIMBAwYQFRWF0+kkLy+P0tJS4uPjSU1N5dy5cxQVFZGZmUl+fj4mk8njGO3t7SxatIjm5mbf/VBfQgqXIiIicksdPHiQtWvXcv78+W7rDMMgJiYGgD179lBbW8vSpUuZPXu2q2bGjBnMmzePF154gS1btgCwe/durFYra9eu5Vvf+hYAycnJLFy4kKKiIh5//HGGDx/uNpfZbGbSpEkEBwezf/9+SktLmTt3LtnZ2a6apKQkUlNT2bRpE4WFhW7ja2trWb58ObW1tTf+w/QSuiwuIiIit0xubi5Llixh4MCBJCQkdFlns9k4efIksbGxAJSWlhIcHExSUpJb3X333cfIkSOprKx0tX366aeMGzeO+Ph4t9pHHnkEp9NJdXW1W/ulS5coLy93zXXkyBHgciD9a5GRkURHR1NXV4fdbne1FxQUkJ6ejs1mIy0t7Rp/id5LO5ciIiJ+JOT57KsX9ZCLK39508c4deoU2dnZpKWlUVBQ0GWdYRiEhIQwYcIEANasWUNLSwuBgYFudU6nk3PnzhEQ8Pl+2U9+8hOvx7wSKu+66y639qqqKi5cuMCUKVMAWLBgASkpKQwZMsTjGC0tLQBu81VXV5OYmMj8+fOxWq3s3r27y/PqCxQuRURE/Ehg7fGeXsLfVGFhIf37979qndlsZuLEia7aQYMGMWjQII+6/fv38+GHHzJt2jSvx7l48SL19fW89dZbvPHGG8TFxfHAAw+41RiGwejRo4mMjAQgIiKCiIgIj2MdO3YMi8XCmDFjCA8Pd7WvXr3atU6r1XrVc+vtFC5FRETklrmWYNnR0UFZWVmXO5BX1NbWsmHDBgIDA8nIyPBa89JLL7Fnzx4Avv71r/Pss8961JjNZuLi4rqdq7m5mZUrVwKQmZnp1nct59SX6J5LERER8StHjx6lra3N9TCPN9XV1WRnZ9Pa2srChQu5//77vdZ94xvfYOPGjTz99NN8/PHHpKenc/z457vD9fX1WK3WbudqaGggKyuLxsZG0tPTrxpE+zqFSxEREfErZrOZESNGMHToUK/9hmHw1FNPYbfbWbhwISkpKV0ea9KkSUybNo0f/vCHvPjii7S3t/OLX/zCba6wsDDGjx/vdfzx48fJyMjgzJkzzJkzh5ycnJs7uT5Al8VFRET8yGejxvX0EnqcYRiuJ7e/qKioiI0bNxIQEMDzzz/Po48+es3HvffeexkxYgTvv/++q81sNmMymQgK8oxEhw4dYsWKFTgcDnJyckhPT7/+k+mDFC5FRET8iC+eyP4ya2pqoq6ujry8PI++PXv2sGXLFsLDw1m/fj3R0dEeNU6nkyeeeIL+/fvz61//2qO/ra2N2267DQCHw0FFRYXXuQ4cOMCyZcsIDAxk3bp1Hq81kq7psriIiIj4DcMwCA0NJSoqyq29pKSE/Px87rjjDnbs2OE1WAL069ePwYMHY7FYOHz4sFvf22+/TWNjI9OnTwegsrISh8PhegXRFTU1NaxatYqgoCC2bt2qYHmdtHMpIiIifuPKl3K+eJl68+bNOJ1Opk6dyokTJzhx4oTH2JkzZwLw7LPP8sc//pElS5aQnJzM3XffzZ/+9CfefPNN7rnnHrKysoDLQXbs2LEerzjatm0bDoeD2NhYmpub2bdvn8dc06dPJyQkxFen3asoXIqIiIhfuPKlnNzcXLf2pqYm1/sji4uLKS4u9jr+Sri85557ePXVV3nppZcoLi6mtbWVyMhI0tLS+NGPfkRYWBhweTd0xowZbsfo6Ohwfe3HMAwMw/A61969exUuu9DPbrc7e3oRIiIifYXNZmPw4ME9vQz5kvPnvyPdcykiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiI9wmKxMHnyZCoqKrz2V1VVYTKZqK+vB8But7NhwwZmzZpFTEwMCQkJLF26lFOnTl11ruXLl2MymWhoaPDaf/bsWUwmE2VlZQC0t7ezfft2kpOTiYmJIT4+ntzcXCwWS7fztLa2kpiYyM6dO6+6pt4qqKcXICIiIn3P6dOnWbx4MZ2dnV3WmM1mhg8fzrBhw3A4HGRlZVFXV0diYiLjxo2joaGBoqIiDh8+zK5duxg1apTX47z11lu888473a7HMAwGDBhAVFQUTqeTvLw8SktLiY+PJzU1lXPnzlFUVERmZib5+fmYTCaPY7S3t7No0SKam5uv78foZRQuRURE5JY6ePAga9eu5fz5893WGYZBTEwMAHv27KG2tpalS5cye/ZsV82MGTOYN28eL7zwAlu2bPE4RkNDAxs2bKB///58+umnXc5lNpuZNGkSwcHB7N+/n9LSUubOnUt2drarJikpidTUVDZt2kRhYaHb+NraWpYvX05tbe01/Qa9mS6Li4iIyC2Tm5vLkiVLGDhwIAkJCV3W2Ww2Tp48SWxsLAClpaUEBweTlJTkVnffffcxcuRIKisrPY7x2WefsWrVKu6++26++c1vdjnXpUuXKC8vd8115MgRAJKTk93qIiMjiY6Opq6uDrvd7movKCggPT0dm81GWlpa9z9AH6CdSxERET9ysfzZnl5Cl0Im5t/0MU6dOkV2djZpaWkUFBR0WWcYBiEhIUyYMAGANWvW0NLSQmBgoFud0+nk3LlzBAR47pcVFBTwwQcf8Oqrr/Kb3/ymy7mqqqq4cOECU6ZMAWDBggWkpKQwZMgQj9qWlhYAt/mqq6tJTExk/vz5WK1Wdu/e3fUP0AcoXIqIiPiRzvMf9PQS/qYKCwvp37//VevMZjMTJ0501Q4aNIhBgwZ51O3fv58PP/yQadOmubVbLBZ27drFs88+y8iRI7udyzAMRo8eTWRkJAARERFERER41B07dgyLxcKYMWMIDw93ta9evdq1TqvVetVz6+10WVxERERumWsJlh0dHZSVlbnut+xKbW0tGzZsIDAwkIyMDFf7hQsXWLVqFQ8//DA/+MEPrjqf2Wy+6lzNzc2sXLkSgMzMTLe+azmnvkQ7lyIiIuJXjh49SltbW7eBr7q6mpycHFpbW1m8eDH333+/q2/Tpk18/PHHbN++nX79+nU7V319PVartdu5GhoaWLBgAY2NjaSnpxMXF3f9J9WHaOdSRERE/IrZbGbEiBEMHTrUa79hGDz11FPY7XYWLlxISkqKq+/gwYO88cYbPPXUU/Tv3x+73Y7dbufSpUvA5fdQ/vXDOGazmbCwMMaPH+91ruPHj5ORkcGZM2eYM2cOOTk5vjvRXko7lyIiIn4kIPy+nl5CjzMMw/Xk9hcVFRWxceNGAgICeP7553n00Ufd+v/v//4PgPXr17N+/XqP8U888QTw+RPhZrMZk8lEUJBnJDp06BArVqzA4XCQk5NDenr6TZ1XX6FwKSIi4kd88UT2l1lTUxN1dXXk5eV59O3Zs4ctW7YQHh7O+vXriY6O9qh54oknmDlzpkf7b37zG0pLS3n++ee58847AXA4HFRUVHid68CBAyxbtozAwEDWrVtHfHy8D86ub1C4FBEREb9hGAahoaFERUW5tZeUlJCfn88dd9zBSy+91OXXeEaOHOn16fB9+/YBMH78eO666y4AKisrcTgcrlcQXVFTU8OqVasICgoiPz+fhx9+2Adn1ncoXIqIiIjfuPKlnC9ept68eTNOp5OpU6dy4sQJTpw44THW245ldwzDYOzYsR6vONq2bRsOh4PY2Fiam5tdwfSvTZ8+nZCQkOuar69QuBQRERG/cOVLObm5uW7tTU1NrvdHFhcXU1xc7HX89YbLkpISZsyY4dbW0dHh+tqPYRgYhuF17N69exUuu9DPbrc7e3oRIiIifYXNZmPw4ME9vQz5kvPnvyO9ikhEREREfEbhUkRERER8RuFSRERERHxG4VJEREREfEbhUkRERER8RuFSRERERHxG4VJEREREfEbhUkRERER8RuFSRERERHxG4VJEREREfEbhUkRERER8RuFSRERERHxG4VJEREREfEbhUkRERHqExWJh8uTJVFRUeO2vqqrCZDJRX18PgN1uZ8OGDcyaNYuYmBgSEhJYunQpp06d8hj7q1/9CpPJ5PW/nTt3etSfPXsWk8lEWVkZAO3t7Wzfvp3k5GRiYmKIj48nNzcXi8XS7Tm1traSmJjodY6+IqinFyAiIiJ9z+nTp1m8eDGdnZ1d1pjNZoYPH86wYcNwOBxkZWVRV1dHYmIi48aNo6GhgaKiIg4fPsyuXbsYNWqUa+zJkycJCQnhueee8zju6NGjPdoMw2DAgAFERUXhdDrJy8ujtLSU+Ph4UlNTOXfuHEVFRWRmZpKfn4/JZPI4Rnt7O4sWLaK5ufkGf5XeQeFSREREbqmDBw+ydu1azp8/322dYRjExMQAsGfPHmpra1m6dCmzZ8921cyYMYN58+bxwgsvsGXLFld7TU0NI0eOZObMmde0JrPZzKRJkwgODmb//v2UlpYyd+5csrOzXTVJSUmkpqayadMmCgsL3cbX1tayfPlyamtrr2m+3kyXxUVEROSWyc3NZcmSJQwcOJCEhIQu62w2GydPniQ2NhaA0tJSgoODSUpKcqu77777GDlyJJWVla629vZ2/vKXvzBy5MhrWtOlS5coLy93zXXkyBEAkpOT3eoiIyOJjo6mrq4Ou93uai8oKCA9PR2bzUZaWto1zdmbaedSRETEj+x88/meXkKXMr+z8qaPcerUKbKzs0lLS6OgoKDLOsMwCAkJYcKECQCsWbOGlpYWAgMD3eqcTifnzp0jIODz/bLa2lo6Oztdl8kdDgeBgYEEBXmPPVVVVVy4cIEpU6YAsGDBAlJSUhgyZIhHbUtLC4DbfNXV1SQmJjJ//nysViu7d+++hl+i91K4FBER8SNnbL37smphYSH9+/e/ap3ZbGbixImu2kGDBjFo0CCPuv379/Phhx8ybdo0V1tNTQ1wOfT94Ac/wGq1EhAQQFRUFM8++yz33nuv2zEMw2D06NFERkYCEBERQUREhMdcx44dw2KxMGbMGMLDw13tq1evdq3TarVe9dx6O10WFxERkVvmWoJlR0cHZWVlrvstu1JbW8uGDRsIDAwkIyPD1X4lXB49epTk5GQ2bNhARkYGH3zwAT/+8Y85fvy423HMZvNV52pubmblyss7t5mZmdd9Tn2Jdi5FRETErxw9epS2trZuA191dTU5OTm0trayePFi7r//flff5MmTCQ0NJS0tzbUDOW3aNGJiYsjIyGDz5s3s2rULgPr6eqxWa7dzNTQ0sGDBAhobG0lPTycuLs43J9pLKVyKiIiIXzGbzYwYMYKhQ4d67TcMg+XLl3PhwgUWLlxISkqKW//UqVOZOnWqx7hx48bx0EMPcezYMdra2ggNDcVsNhMWFsb48eO9znX8+HEWLlzIRx99xJw5c8jJybn5E+zlFC5FRET8yNcHj7p6US9nGIbrye0vKioqYuPGjQQEBPD888/z6KOPXtex77zzTpxOJxcvXnSFS5PJ5PVhn0OHDrFixQocDgc5OTmkp6ff0Pn0NQqXIiIifsQXT2R/mTU1NVFXV0deXp5H3549e9iyZQvh4eGsX7+e6Ohojxqn08m8efMAvD6NXldXR2hoKF/96ldxOBxUVFR4nevAgQMsW7aMwMBA1q1bR3x8/M2fXB+hB3pERETEbxiGQWhoKFFRUW7tJSUl5Ofnc8cdd7Bjxw6vwRKgX79+3HHHHRw/fpxDhw659b355pvU1dUxc+ZMAgMDqaysxOFwuF5BdEVNTQ2rVq0iKCiIrVu3KlheJ+1cioiIiN+48qWcL16m3rx5M06nk6lTp3LixAlOnDjhMfbK13ieeeYZLBYLy5cvZ/bs2fzd3/0df/rTn3jzzTcZOXIkWVlZwOUgO3bsWI9XHG3btg2Hw0FsbCzNzc3s27fPY67p06cTEhLiq9PuVRQuRURExC9c+VJObm6uW3tTU5Pr/ZHFxcUUFxd7HX8lXI4cOZJXX32VHTt2sH//flpbWxk8eDBpaWnMmzePr3zlK8Dl3dAZM2a4HaOjo8P1tR/DMDAMw+tce/fuVbjsQj+73e7s6UWIiIj0FTabjcGDB/f0MuRLzp//jnTPpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiI9AiLxcLkyZOpqKjw2l9VVYXJZKK+vh4Au93Ohg0bmDVrFjExMSQkJLB06VJOnTrldfzbb7/Nj370I6ZNm8a3v/1tFi9ejNVq9Vp79uxZTCYTZWVlALS3t7N9+3aSk5OJiYkhPj6e3NxcLBZLt+fU2tpKYmIiO3fuvMZfofdRuBQREZFb7vTp0yxevJjOzs4ua8xmM8OHD2fYsGE4HA6ysrIoKipi0qRJLFq0iKSkJA4fPsy8efOora11G7tjxw5WrlxJcHAwOTk5PPbYY5SVlZGRkUFDQ4PHXIZhMGDAAKKionA6neTl5fHKK68wduxYfvrTn/L444/z/vvvk5mZyZEjR7yut729nUWLFtHc3HxzP86XXFBPL0BERET6loMHD7J27VrOnz/fbZ1hGMTExACwZ88eamtrWbp0KbNnz3bVzJgxg3nz5vHCCy+wZcsWAD744ANeeeUVpk6dyvr16wkMDATAZDLx1FNP8eqrr7J06VK3ucxmM5MmTSI4OJj9+/dTWlrK3Llzyc7OdtUkJSWRmprKpk2bKCwsdBtfW1vL8uXLPUJuX6SdSxEREbllcnNzWbJkCQMHDiQhIaHLOpvNxsmTJ4mNjQWgtLSU4OBgkpKS3Oruu+8+Ro4cSWVlpavttddeo7Ozk4ULF7qCJUB0dDSZmZk88MADbse4dOkS5eXlrrmu7EwmJye71UVGRhIdHU1dXR12u93VXlBQQHp6OjabjbS0tOv4NXon7VyKiIj4kddff72nl9ClWbNm3fQxTp06RXZ2NmlpaRQUFHRZZxgGISEhTJgwAYA1a9bQ0tLiFhYBnE4n586dIyDg8/2y8vJyRo0axV133QVcDo+dnZ3cdtttPPnkkx5zVVVVceHCBaZMmQLAggULSElJYciQIR61LS0tAG7zVVdXk5iYyPz587Farezevfsaf43eSeFSRETEj/T2+/UKCwvp37//VevMZjMTJ0501Q4aNIhBgwZ51O3fv58PP/yQadOmAZeDZH19PbGxsVRWVvLCCy/wpz/9CYAHH3yQZ599loceesjtGIZhMHr0aCIjIwGIiIggIiLCY65jx45hsVgYM2YM4eHhrvbVq1e71tnVA0N9iS6Li4iIyC1zLcGyo6ODsrIy1/2WXamtrWXDhg0EBgaSkZEBwCeffEJnZyenTp0iJyeH+++/n5///OcsWLAAq9VKVlaWK2xeYTabrzpXc3MzK1euBCAzM/O6z6kv0c6liIiI+JWjR4/S1tbWbeCrrq4mJyeH1tZWFi9ezP333w/Ap59+CsCZM2d45plnmDNnjmvMpEmTmDt3Lvn5+bz88ssA1NfXY7Vau52roaGBBQsW0NjYSHp6OnFxcb44zV5LO5ciIiLiV8xmMyNGjGDo0KFe+w3D4KmnnsJut7Nw4UJSUlJcfSEhIQAEBga6tQPce++9PPTQQ/zhD3/g4sWLrrnCwsIYP36817mOHz9ORkYGZ86cYc6cOeTk5PjiFHs17VyKiIj4EW8PkfQ1hmG4ntz+oqKiIjZu3EhAQADPP/88jz76qFv/V77yFUJDQwkKCuK2227zGD9w4ECcTidtbW2EhIRgNpsxmUwEBXlGokOHDrFixQocDgc5OTmkp6f75gR7OYVLERERP+KLJ7K/zJqamqirqyMvL8+jb8+ePWzZsoXw8HDWr19PdHS0R02/fv0YN24c5eXlNDc3e4T1v/zlL4SEhHDnnXficDioqKjwOteBAwdYtmwZgYGBrFu3jvj4eN+dZC+ny+IiIiLiNwzDIDQ0lKioKLf2kpIS8vPzueOOO9ixY4fXYHnFd7/7XZxOJzt27PA4RnV1NfHx8QQEBFBZWYnD4XC9guiKmpoaVq1aRVBQEFu3blWwvE7auRQRERG/ceVLOV+8TL1582acTidTp07lxIkTnDhxwmPszJkzAfj2t7/Nu+++yxtvvMFHH33EtGnT+Mtf/sJ//dd/MXjwYNdXdwzDYOzYsR6vONq2bRsOh4PY2Fiam5vZt2+fx1zTp0933d8p7hQuRURExC9c+VJObm6uW3tTU5Pr/ZHFxcUUFxd7HX8lXAKsXbuW3/3ud7z++uts3ryZsLAwvvWtb5GVleUKkyUlJcyYMcPtGB0dHa6v/RiGgWEYXufau3evwmUX+tntdmdPL0JERKSvsNlsDB48uKeXIV9y/vx3pHsuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRngnp6ASIiItI3WSwWnnzySV588UUefvhhj/6qqirmz5/Pa6+9xrBhw7Db7bz88sv8f//f/4fNZiMsLIyHH36Y+fPn83d/93eucSaT6apzHzlyxO3fZ8+e5bvf/S4vvvgikyZNor29nVdeeYX/9//+H42NjYSEhDB+/HgyMjJ48MEHuzxua2srqampJCUlkZmZee0/Ri+icCkiIiK33OnTp1m8eDGdnZ1d1pjNZoYPH86wYcNwOBxkZWVRV1dHYmIi48aNo6GhgaKiIg4fPsyuXbsYNWoUAKtXr/Z6vMOHD7Nv3z6++c1vevQZhsGAAQOIiorC6XSSl5dHaWkp8fHxpKamcu7cOYqKisjMzCQ/P99rgG1vb2fRokU0Nzff4K/SOyhcioiIyC118OBB1q5dy/nz57utMwyDmJgYAPbs2UNtbS1Lly5l9uzZrpoZM2Ywb948XnjhBbZs2QLAzJkzPY519uxZNm/ezPDhw1m5cqVHv9lsZtKkSQQHB7N//35KS0uZO3cu2dnZrpqkpCRSU1PZtGkThYWFbuNra2tZvnw5tbW11/5D9FK651JERERumdzcXJYsWcLAgQNJSEjoss5ms3Hy5EliY2MBKC0tJTg4mKSkJLe6++67j5EjR1JZWdntvOvXr+fjjz/mX/7lXwgNDXXru3TpEuXl5a65rlwyT05OdquLjIwkOjqauro67Ha7q72goID09HRsNhtpaWnd/wB9gHYuRURE/EjhY//R00vo0j/tnXPTxzh16hTZ2dmkpaVRUFDQZZ1hGISEhDBhwgQA1qxZQ0tLC4GBgW51TqeTc+fOERDQ9X7ZkSNHeO+995g5cybR0dEe/VVVVVy4cIEpU6YAsGDBAlJSUhgyZIhHbUtLC4DbfNXV1SQmJjJ//nysViu7d+/u+gfoAxQuRURE/EhTVWNPL+FvqrCwkP79+1+1zmw2M3HiRFftoEGDGDRokEfd/v37+fDDD5k2bVqXx/rlL39JUFAQWVlZXvsNw2D06NFERkYCEBERQUREhEfdsWPHsFgsjBkzhvDwcFf76tWrXeu0Wq1XPbfeTpfFRURE5Ja5lmDZ0dFBWVmZ637LrtTW1rJhwwYCAwPJyMjwWnPs2DGOHz/OzJkz+drXvua1xmw2X3Wu5uZm172aX3wK/FrOqS9RuBQRERG/cvToUdra2roNfNXV1WRnZ9Pa2srChQu5//77vdb913/9FwDp6ele++vr67Fard3O1dDQQFZWFo2NjaSnpxMXF3cdZ9P3KFyKiIiIXzGbzYwYMYKhQ4d67TcMg6eeegq73c7ChQtJSUnxWnfp0iUMw+D+++9nxIgRXc4VFhbG+PHjvfYfP36cjIwMzpw5w5w5c8jJybmxk+pDdM+liIiIH/naBO+Bqi8xDMP15PYXFRUVsXHjRgICAnj++ed59NFHuzxOeXk5bW1t3T6VbjabMZlMBAV5RqJDhw6xYsUKHA4HOTk5Xe5+ijuFSxERET/iiyeyv8yampqoq6sjLy/Po2/Pnj1s2bKF8PBw1q9f7/XJ779WVVUFwOTJk732OxwOKioqvM514MABli1bRmBgIOvWrSM+Pv4GzqZvUrgUERERv2EYBqGhoURFRbm1l5SUkJ+fzx133MFLL73k+hpPd95//31CQkK6vCReWVmJw+FwvYLoipqaGlatWkVQUBD5+fleP00pXVO4FBEREb9x5Us5X7xMvXnzZpxOJ1OnTuXEiROcOHHCY+wXv8xjtVqJjIzs8h2YhmEwduxYj1ccbdu2DYfDQWxsLM3Nzezbt89j7PTp0wkJCbne0+sTFC5FRETEL1z5Uk5ubq5be1NTk+v9kcXFxRQXF3sd/8Vwee7cOcaMGdPlfCUlJcyYMcOtraOjw/W1H8MwMAzD69i9e/cqXHahn91ud/b0IkRERPoKm83G4MGDe3oZ8iXnz39HehWRiIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiI9AiLxcLkyZOpqKjw2l9VVYXJZKK+vh4Au93Ohg0bmDVrFjExMSQkJLB06VJOnTrlMfbDDz9kzZo1zJw5k5iYGB577DFeeuklPv30U69znT17FpPJRFlZGQDt7e1s376d5ORkYmJiiI+PJzc3F4vF0u05tba2kpiYyM6dO6/jl+hdgnp6ASIiItL3nD59msWLF9PZ2dlljdlsZvjw4QwbNgyHw0FWVhZ1dXUkJiYybtw4GhoaKCoq4vDhw+zatYtRo0YB8Mknn/Dkk09y9uxZkpKSGDt2LOXl5fz617/m/fffZ+vWrR5zGYbBgAEDiIqKwul0kpeXR2lpKfHx8aSmpnLu3DmKiorIzMwkPz8fk8nkcYz29nYWLVpEc3Oz736oLyGFSxEREbmlDh48yNq1azl//ny3dYZhEBMTA8CePXuora1l6dKlzJ4921UzY8YM5s2bxwsvvMCWLVsAeP3112loaODpp5/mhz/8IQDJycmsWbOGN954g5KSEqZMmeI2l9lsZtKkSQQHB7N//35KS0uZO3cu2dnZrpqkpCRSU1PZtGkThYWFbuNra2tZvnw5tbW1N/7D9BK6LC4iIiK3TG5uLkuWLGHgwIEkJCR0WWez2Th58iSxsbEAlJaWEhwcTFJSklvdfffdx8iRI6msrHS1nT59GoBvfOMbbrXTp08H4MSJE27tly5dory83DXXkSNHgMuB9K9FRkYSHR1NXV0ddrvd1V5QUEB6ejo2m420tLSr/QS9nnYuRURE/Mi3iv33kur/JA656WOcOnWK7Oxs0tLSKCgo6LLOMAxCQkKYMGECAGvWrKGlpYXAwEC3OqfTyblz5wgI+Hy/7J577gHgz3/+s+tSOYDVagVg8ODBbseoqqriwoULrt3MBQsWkJKSwpAhnufb0tIC4DZfdXU1iYmJzJ8/H6vVyu7du6/6O/RmCpciIiJ+pMx2qaeX8DdVWFhI//79r1pnNpuZOHGiq3bQoEEMGjTIo27//v18+OGHTJs2zdX22GOPceDAAfLz87ntttsYM2YMx44d41e/+hWjRo3iH/7hH9yOYRgGo0ePJjIyEoCIiAgiIiI85jp27BgWi4UxY8YQHh7ual+9erVrnVcCbF+mcCkiIiK3zLUEy46ODsrKyvjJT37SbV1tbS0bNmwgMDCQjIwMV/uAAQPIyspixYoVLFq0yNU+fPhwfvGLX3D77be7HcdsNhMXF9ftXM3NzaxcuRKAzMzM6z6nvkT3XIqIiIhfOXr0KG1tba6Hebyprq4mOzub1tZWFi5cyP333+/qe/vtt3n66adxOp0888wzbNiwgSeffBKbzUZmZiZnz5511dbX12O1Wrudq6GhgaysLBobG0lPT79qEO3rtHMpIiIifsVsNjNixAiGDh3qtd8wDJYvX86FCxdYuHAhKSkpbv0vvPACt912G7t27WLYsGEAxMXFMXHiRLKystiyZQs///nPXXOFhYUxfvx4r3MdP36chQsX8tFHHzFnzhxycnJ8eKa9k8KliIiIH5k0OLinl9DjDMNwPbn9RUVFRWzcuJGAgACef/55Hn30Ubd+u91Oc3MzsbGxrmB5RXR0NPfcc4/rRelwOVyaTCaCgjwj0aFDh1ixYgUOh4OcnBzS09N9cHa9n8KliIiIH/HFE9lfZk1NTdTV1ZGXl+fRt2fPHrZs2UJ4eDjr168nOjraoyYoKIh+/fp1+XL2zz77DKfTCYDD4aCiosLrXAcOHGDZsmUEBgaybt064uPjb/LM+g7dcykiIiJ+wzAMQkNDiYqKcmsvKSkhPz+fO+64gx07dngNlgBhYWH8/d//PWVlZdTU1Hgc48yZMzzyyCMAVFZW4nA4PF6oXlNTw6pVqwgKCmLr1q0KltdJO5ciIiLiN658KeeLl6k3b96M0+lk6tSpnDhxwuNF6AAzZ84EYPHixWRmZpKZmUlycjJ33303NTU17N27l4EDB7rumzQMg7Fjx3q84mjbtm04HA5iY2Npbm5m3759HnNNnz6dkJAQX512r6JwKSIiIn7hypdycnNz3dqbmppc748sLi6muLjY6/gr4XL06NH8+7//Oy+//DLFxcV8/PHHDBw4kO985zv8+Mc/dr1EvaSkhBkzZrgdo6Ojw/W1H8MwMAzD61x79+5VuOxCP7vd7uzpRYiIiPQVNpvN4wsxItfLn/+OdM+liIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIj0CIvFwuTJk6moqPDaX1VVhclkor6+HgC73c6GDRuYNWsWMTExJCQksHTpUk6dOuUxtqmpiVWrVpGQkEBcXBxz585l3759Xa7l7NmzmEwmysrKAGhvb2f79u0kJycTExNDfHw8ubm5WCyWbs+ptbWVxMREdu7ceY2/Qu8T1NMLEBERkb7n9OnTLF68mM7Ozi5rzGYzw4cPZ9iwYTgcDrKysqirqyMxMZFx48bR0NBAUVERhw8fZteuXYwaNQqAxsZG5s2bx7lz5/jOd77DuHHjqKysZNWqVXzwwQfk5uZ6zGUYBgMGDCAqKgqn00leXh6lpaXEx8eTmprKuXPnKCoqIjMzk/z8fEwmk8cx2tvbWbRoEc3Nzb77ob6EFC5FRETkljp48CBr167l/Pnz3dYZhkFMTAwAe/bsoba2lqVLlzJ79mxXzYwZM5g3bx4vvPACW7ZsAWDr1q20tLTw3HPP8b3vfQ+AlJQUvva1r/Hb3/6WuLg4oqOj3eYym81MmjSJ4OBg9u/fT2lpKXPnziU7O9tVk5SURGpqKps2baKwsNBtfG1tLcuXL6e2tvbGf5heQpfFRURE5JbJzc1lyZIlDBw4kISEhC7rbDYbJ0+eJDY2FoDS0lKCg4NJSkpyq7vvvvsYOXIklZWVAFy6dAnDMPj617/uFkIB5s2bB8Brr73m1n7p0iXKy8tdcx05cgSA5ORkt7rIyEiio6Opq6vDbre72gsKCkhPT8dms5GWlnatP0WvpZ1LERERPxLyfPbVi3rIxZW/vOljnDp1iuzsbNLS0igoKOiyzjAMQkJCmDBhAgBr1qyhpaWFwMBAtzqn08m5c+cICLi8X2a323E4HIwePZp+/fq51X7lK1/hq1/9KsePH3drr6qq4sKFC0yZMgWABQsWkJKSwpAhQzzW1dLSAuCaD6C6uprExETmz5+P1Wpl9+7d1/hr9E4KlyIiIn4ksPb41Yu+xAoLC+nfv/9V68xmMxMnTnTVDho0iEGDBnnU7d+/nw8//JBp06YBEBISAkBbW5tH7WeffUZrayvt7e1u7YZhMHr0aCIjIwGIiIggIiLCY/yxY8ewWCyMGTOG8PBwV/vq1atd67RarVc9t95Ol8VFRETklrmWYNnR0UFZWZnrfsuu1NbWsmHDBgIDA8nIyAAgLCyMUaNGcezYMRobG93q3333XTo6OnA4HG7tZrP5qnM1NzezcuVKADIzM6/7nPoShUsRERHxK0ePHqWtra3bwFddXU12djatra0sXLiQ+++/39WXmZmJw+HgmWeeoaSkhIaGBt566y1+9rOfER4eTlDQ5xdu6+vrsVqt3c7V0NBAVlYWjY2NpKenExcX55sT7aV0WVxERET8itlsZsSIEQwdOtRrv2EYLF++nAsXLrBw4UJSUlLc+r/5zW+yYsUK8vPzeeaZZwC44447eOaZZ3jnnXfcnug2m82EhYUxfvx4r3MdP36chQsX8tFHHzFnzhxycnJ8dJa9l8KliIiIH/ls1LieXkKPMwzD9eT2FxUVFbFx40YCAgJ4/vnnefTRR73Wffe73yUhIYGamhoCAgIYPXo0/fv35+WXX+buu+921ZnNZkwmk9tu5hWHDh1ixYoVOBwOcnJySE9P980J9nIKlyIiIn7EF09kf5k1NTVRV1dHXl6eR9+ePXvYsmUL4eHhrF+/3uNdlVcYhsH58+eZOXMmDz74oKv9z3/+M01NTXznO98BwOFwUFFR4XWuAwcOsGzZMgIDA1m3bh3x8fE+OsPeT+FSRERE/IZhGISGhhIVFeXWXlJSQn5+PnfccQcvvfSS62s83vzP//wPb7/9Ng888ADDhw8HLr/Lctu2bdx2222u91dWVlbicDhcryC6oqamhlWrVhEUFER+fj4PP/ywb0+yl1O4FBEREb9x5Us5X7xMvXnzZpxOJ1OnTuXEiROcOHHCY+zMmTMBeOKJJzh48CALFizg+9//Prfffjv79u3DYrGwbNky1yuNDMNg7NixHq842rZtGw6Hg9jYWJqbm71+k3z69Omu1x6JO4VLERER8QtXvpTzxW9/NzU1ud4fWVxcTHFxsdfxV8LlqFGj2L59Ozt27ODVV1+ls7OTsWPHsm3bNh555BFXfUlJCTNmzHA7RkdHh+trP4ZhYBiG17n27t2rcNmFfna73dnTixAREekrbDYbgwcP7ullyJecP/8d6T2XIiIiIuIzCpciIiIi4jMKlyIiIiLiMwqXIiIiIuIzCpciIiIi4jMKlyIiIiLiMwqXIiIiIuIzCpciIiIi4jMKlyIiIiLiMwqXIiIiIuIzCpciIiIi4jMKlyIiIiLiMwqXIiIiIuIzCpciIiLSIywWC5MnT6aiosJrf1VVFSaTifr6egDa2tp48cUXSU5OZurUqaSkpFBQUEBHR4fH2Pb2dnbs2MH3vvc9V+1vf/tbPvvsM69znT17FpPJRFlZmWv89u3bSU5OJiYmhvj4eHJzc7FYLN2eU2trK4mJiezcufN6fopeJainFyAiIiJ9z+nTp1m8eDGdnZ1d1pjNZoYPH86wYcPo6OggNzeXP/7xjyQlJXHvvffyhz/8gV/+8pccO3aMLVu2uMZ1dnby3HPPUVJSwne/+10eeOABSktL2bZtG6dPn+Zf/uVfPOYyDIMBAwYQFRWF0+kkLy+P0tJS4uPjSU1N5dy5cxQVFZGZmUl+fj4mk8njGO3t7SxatIjm5mbf/EhfUgqXIiIicksdPHiQtWvXcv78+W7rDMMgJiYGgH379nH06FF+8pOf8M///M8AfO973yMsLIzf/e53HDlyxBX4/vd//xez2czTTz/ND3/4QwBmz57Nz372M1577TWSkpJ48MEH3eYym81MmjSJ4OBg9u/fT2lpKXPnziU7O9tVk5SURGpqKps2baKwsNBtfG1tLcuXL6e2tvbmfpxeQJfFRURE5JbJzc1lyZIlDBw4kISEhC7rbDYbJ0+eJDY2FoBPPvmE0aNHM2vWLLe6Rx55BIAPPvjA1fbmm28SHBzMD37wA7faK6G0uLjYrf3SpUuUl5e75jpy5AgAycnJbnWRkZFER0dTV1eH3W53tRcUFJCeno7NZiMtLe2qv0Fvp51LERERP3Kx/NmeXkKXQibm3/QxTp06RXZ2NmlpaRQUFHRZZxgGISEhTJgwAYDU1FRSU1M96qqrqwEYOnSoq81isTBq1ChCQkLcaocNG8ZXv/pV/vSnP7m1V1VVceHCBaZMmQLAggULSElJYciQIR7ztbS0ABAQ8Pn+XHV1NYmJicyfPx+r1cru3bu7+wl6PYVLERERP9J5/oOrF32JFRYW0r9//6vWmc1mJk6c6LXW4XDQ2NjIu+++y69//WseeOABpk+fDly+7/H8+fOuUPpFQ4YMoaGhwa3NMAxGjx5NZGQkABEREURERHiMPXbsGBaLhTFjxhAeHu5qX716tWudVqv1qufW2ylcioiIyC1zLcGyo6ODsrIyfvKTn3jt37t3L5s2bQLgq1/9KkuWLCE4OBi4fPkcYMCAAV7H3n777Vy8eNGtzWw2ExcX1+2ampubWblyJQCZmZlufddyTn2J7rkUERERv3L06FHa2tpcD/N80YMPPsiGDRtYtGgR/fv3JyMjg/feew8Ap9Pp9r9f5HQ6CQwMdP27vr4eq9Xa5VwADQ0NZGVl0djYSHp6+lWDaF+nnUsRERHxK2azmREjRrjdR/nXHnjgAdf/j4uL4/HHH2fjxo1MnTrVtWPZ3t7udWx7ezuhoaFuc4WFhTF+/Hiv9cePH2fhwoV89NFHzJkzh5ycnBs9rT5D4VJERMSPBITf19NL6HGGYbie3L6aK09wv/fee9jtdtf9kl29a7K5udkttJrNZkwmE0FBnpHo0KFDrFixAofDQU5ODunp6Td2Qn2MwqWIiIgf8cUT2V9mTU1N1NXVkZeX59aem5vLn//8Z4qKijyC4IULFwgICHDd+/jAAw9QXl5Oe3s7t99+u6uuvr4eu93Oo48+Clx+MKiiosJjLoADBw6wbNkyAgMDWbduHfHx8b4+1V5L91yKiIiI3zAMg9DQUKKiotzahw4dSmNjI2+88YZbe1VVFVVVVUyaNMl1Sfzb3/42DofD40Xn//7v/w5AYmIiAJWVlTgcDtcriK6oqalh1apVBAUFsXXrVgXL66SdSxEREfEbV76U88XdySeffBKz2cyGDRuorq7m3nvv5c9//jOvvfYaERERLF682FWbkJDA66+/zi9/+UsaGhoYN24chw8f5n//93/5/ve/z7333gtcDrJjx45l0KBBbnNt27YNh8NBbGwszc3N7Nu3z2Od06dP93iPplymcCkiIiJ+4cqXcnJzcz367rzzTl555RV27NjBe++9x+uvv87AgQP5zne+w5NPPsngwYNdtf369WPTpk28/PLLvPPOO7z55pvcdddd5Obm8k//9E+uupKSEmbMmOE2T0dHB5WVlcDl8GkYhte17t27V+GyC/3sdrv3Z/VFRETE52w2m1sQErkR/vx3pHsuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRESkR1gsFiZPnkxFRYXX/qqqKkwmE/X19QC0tbXx4osvkpyczNSpU0lJSaGgoICOjo5u52loaCAuLo7i4uIua86ePYvJZKKsrAyA9vZ2tm/fTnJyMjExMcTHx5Obm4vFYul2rtbWVhITE9m5c2e3db1ZUE8vQERERPqe06dPs3jxYjo7O7usMZvNDB8+nGHDhtHR0UFubi5//OMfSUpK4t577+UPf/gDv/zlLzl27BhbtmzxeoyWlhZyc3O5ePFit+sxDIMBAwYQFRWF0+kkLy+P0tJS4uPjSU1N5dy5cxQVFZGZmUl+fj4mk8njGO3t7SxatIjm5ubr+zF6GYVLERERuaUOHjzI2rVrOX/+fLd1hmEQExMDwL59+zh69Cg/+clP+Od//mcAvve97xEWFsbvfvc7jhw54hH4qqqqWLlyJWfPnr3qmsxmM5MmTSI4OJj9+/dTWlrK3Llzyc7OdtUkJSWRmprKpk2bKCwsdBtfW1vL8uXLqa2tvabfoDdTuBQREfEjO998vqeX0KXM76y86WPk5uZiGAYjRoxg8uTJvPPOO17rbDYbJ0+e5JlnngHgk08+YfTo0cyaNcut7pFHHuF3v/sdH3zwgVu4XL9+Pf/93//NkCFDmD17Nq+99lqXa7p06RLl5eU8++yzABw5cgSA5ORkt7rIyEiio6P5v//7P+x2OxEREQAUFBSwY8cOQkNDSUtLY/fu3df1m/Q2CpciIiJ+5Iytd+98nTp1iuzsbNLS0igoKOiyzjAMQkJCmDBhAgCpqamkpqZ61FVXVwMwdOhQt/aamhrS09P50Y9+xLvvvtttuKyqquLChQtMmTIFgAULFpCSksKQIUM8altaWgAICPj8sZXq6moSExOZP38+VqtV4bKnFyAiIiJ9R2FhIf37979qndlsZuLEiV5rHQ4HjY2NvPvuu/z617/mgQceYPr06W41L7744jXNA5eD7OjRo4mMjAQgIiLCtSv5144dO4bFYmHMmDGEh4e72levXu2ay2q1XtOcvZnCpYiIiNwy1xL4Ojo6KCsr4yc/+YnX/r1797Jp0yYAvvrVr7JkyRKCg4Ove54rzGYzcXFx3dY0NzezcuXl2wIyMzNveK6+QK8iEhEREb9y9OhR2traXA/zfNGDDz7Ihg0bWLRoEf379ycjI4P33nvvhuaqr6/HarV2ORdcfpVRVlYWjY2NpKenXzWI9nXauRQREfEjXx88qqeX0OPMZjMjRozwuI/yigceeMD1/+Pi4nj88cfZuHEjU6dOvaG5wsLCGD9+vNf+48ePs3DhQj766CPmzJlDTk7Odc/R1yhcioiI+BFfPJH9ZWcYBrGxsddUe+UJ7vfee8/tCe5rZTabMZlMBAV5RqJDhw6xYsUKHA4HOTk5pKenX9ex+ypdFhcRERG/0dTURF1dncdl6tzcXGbNmuX1azwXLlwgICDguu99dDgcVFRUeA2yBw4c4LnnnqOzs5N169YpWF4HhUsRERHxG4ZhEBoaSlRUlFv70KFDaWxs5I033nBrr6qqoqqqikmTJjFgwIDrmquyshKHw+F6BdEVNTU1rFq1iqCgILZu3Up8fPwNnUtfpcviIiIi4jeufCnni5epn3zyScxmMxs2bKC6upp7772XP//5z7z22mtERESwePHi657LMAzGjh3LoEGD3Nq3bduGw+EgNjaW5uZm9u3b5zF2+vTphISEXPecfYHCpYiIiPiFK1/Kyc3N9ei78847eeWVV9ixYwfvvfcer7/+OgMHDuQ73/kOTz75JIMHD77u+UpKSpgxY4ZbW0dHB5WVlcDl8GkYhtexe/fuVbjsQj+73e7s6UWIiIj0FTab7YaCkMhf8+e/I91zKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIrfUyZMnee6550hISCAmJoZZs2axefNmPvnkE4/aqqoqTCYT9fX1Hn2tra0kJiayc+fOLuf69NNPmTZtGr///e8B6Ojo4D/+4z9ITU3lG9/4BtOnT+epp56ipKSk2zV3dHSQnp7O6tWrr/Ns+x6FSxEREbllrFYrGRkZHDlyhMcee4xFixYRHR3N7373OzIzM7l48aJbvdlsZvjw4QwbNsytvb29nUWLFtHc3NztfBUVFbS3tzNlyhQAfv7zn7N161YGDRpETk4O8+bNo7m5mWeffZbi4mKvx/jss89YtWoVJ06cuIkz7zuCenoBIiIi0nds3LiRS5cu8etf/5pRo0YB8L3vfY/77ruPTZs28d///d888cQTrnrDMIiJiXE7Rm1tLcuXL6e2tvaq85nNZsaOHcvgwYP5wx/+wO9//3sSEhL413/9V1dNcnIyc+bMIT8/n0cffZTg4GBXX1NTE6tWraKqqupmT73P0M6liIiI3BKXLl3i6NGjREVFuYLlFf/4j/8IQGVlpavNZrNx8uRJYmNjXW0FBQWkp6djs9lIS0u76pxms9kVTo8cOQJcDpN/LSwsjLi4OM6fP09NTY2r/a233uL73/8+x48fZ+7cudd3sn2Ydi5FRET8yOuvv97TS+jSrFmzbmp8YGAg//mf/4nT6fToa2lpcdVcYRgGISEhTJgwwdVWXV1NYmIi8+fPx2q1snv37i7n+8tf/sKZM2dc4fLxxx9n2rRp3HPPPdc0/4kTJ4iNjeXpp58mMDCQgoKC6zvhPkrhUkRExI9c7R7CL7OAgACPeyev+O1vfwvAww8/7Gozm81MnDiR/v37u9pWr17t+rfVau12PsMwCA8P56GHHgIu71COHTvWo66+vp53332XO+64w21HNTs72zVXQ0PDtZyioMviIiIi0sPeeustXn/9dSIjI127ox0dHZSVlXncb/nXQfNqDMPgkUcecduN/KJPPvmEpUuX8umnn/Lkk08SFPT5vtv1zCWfU7gUERGRHlNcXMyaNWsICQnh3/7t3xgwYAAAR48epa2tzSNcXqv29naqqqq6Hf/xxx+Tk5PDBx98wIwZM/jBD35wQ3OJO10WFxERkR7xq1/9ih07dhAWFsbmzZsZN26cq89sNjNixAiGDh16Q8cuLy/n008/db2C6IvOnDlDbm4up0+f5lvf+harV6+mX79+NzSXuFO4FBER8SNDhgzp6SX8zXV0dLBu3TqKi4sZMmQIW7ZsYcyYMW41hmG4PSV+vcxmM/fddx933nmnR98f/vAHFi1ahN1u5/HHH+fZZ58lIEAXc31F4VJERMSP3OwT2f7us88+Y/ny5Rw4cIDRo0eTn5/vEaibmpqoq6sjLy/vhucxm82u1xv9tWPHjpGTk4PD4eCnP/0pjz/++A3PId4pXIqIiMgts2PHDg4cOMADDzzAL37xC8LCwjxqDMMgNDSUqKioG5rj1KlTNDQ0eFwSt9ls5OXl0d7ezurVq/n2t799Q8eX7ilcioiIyC3R1NTEb37zG/r168f06dN57733PGruvPNOzGYzkyZNcnty+3oYhkFERAQPPPCAW/uuXbuw2+08+OCDOJ1O9u3b5zHWZDIxcODAG5pXLlO4FBERkVuioqKCzz77DIAXX3zRa81DDz3EyZMnyc3NveF5SkpKmDx5ssd9lKWlpQBYLBYsFovXsdu3b1e4vEn97Ha752vyRURE5G/CZrMxePDgnl6GfMn589+RHo0SEREREZ9RuBQRERERn1G4FBERERGfUbgUEREREZ9RuBQRERERn1G4FBERERGfUbgUEREREZ9RuBQRERERn1G4FBERERGfUbgUEREREZ9RuBQRERERn1G4FBERERGfUbgUEREREZ9RuBQREZFb6uTJkzz33HMkJCQQExPDrFmz2Lx5M5988olHbVVVFSaTifr6egDsdjsbNmxg1qxZxMTEkJCQwNKlSzl16pTXuT799FOmTZvG73//ewA6Ojr4j//4D1JTU/nGN77B9OnTeeqppygpKel2zR0dHaSnp7N69eqbO/k+IKinFyAiIiJ9h9VqJSMjg8DAQFJSUvja177GH//4R373u99RXl7Or371K0JCQlz1ZrOZ4cOHM2zYMBwOB1lZWdTV1ZGYmMi4ceNoaGigqKiIw4cPs2vXLkaNGuU2X0VFBe3t7UyZMgWAn//85/z+97/nkUceYfbs2Vy8eJHXX3+dZ599lhUrVpCYmOix5s8++4xVq1Zx4sQJxowZ87f9gXoBhUsRERG5ZTZu3MilS5f49a9/7QqC3/ve97jvvvvYtGkT//3f/80TTzzhqjcMg5iYGAD27NlDbW0tS5cuZfbs2a6aGTNmMG/ePF544QW2bNniNp/ZbGbs2LEMHjyYP/zhD/z+978nISGBf/3Xf3XVJCcnM2fOHPLz83n00UcJDg529TU1NbFq1Sqqqqr+Jr9Hb6TL4iIiInJLXLp0iaNHjxIVFeWxw/iP//iPAFRWVrrabDYbJ0+eJDY2FoDS0lKCg4NJSkpyG3vfffcxcuRIt7FXmM1mVzg9cuQIcDlM/rWwsDDi4uI4f/48NTU1rva33nqL73//+xw/fpy5c+fe4Fn3Pdq5FBER8SOFj/1HTy+hS/+0d85NjQ8MDOQ///M/cTqdHn0tLS2umisMwyAkJIQJEyYAsGbNGlpaWtxqAJxOJ+fOnSMgwH3P7C9/+QtnzpxxhcvHH3+cadOmcc8991zT/CdOnCA2Npann36awMBACgoKbuCs+x6FSxERET/SVNXY00v4mwkICGDYsGFe+377298C8PDDD7vazGYzEydOpH///gAMGjSIQYMGeYzdv38/H374IdOmTXNrNwyD8PBwHnroIeDyDuXYsWM9xtfX1/Puu+9yxx13uO2oZmdnu+ZuaGi4nlPt03RZXERERHrUW2+9xeuvv05kZCSzZs0CLj+dXVZW5tp17EptbS0bNmwgMDCQjIwMtz7DMHjkkUc8djr/2ieffMLSpUv59NNPefLJJwkK+nzf7UqwlOujcCkiIiI9pri4mDVr1hASEsK//du/MWDAAACOHj1KW1tbt+Gyurqa7OxsWltbWbhwIffff7+rr729naqqqm7Hf/zxx+Tk5PDBBx8wY8YMfvCDH/juxPowXRYXERGRHvGrX/2KHTt2EBYWxubNmxk3bpyrz2w2M2LECIYOHep1rGEYLF++nAsXLrBw4UJSUlLc+svLy/n0009dryD6ojNnzpCbm8vp06f51re+xerVq+nXr5/vTq4PU7gUERHxI1+b4D1M9SYdHR2sW7eO4uJihgwZwpYtWzzeH2kYhusp8S8qKipi48aNBAQE8Pzzz/Poo4961JjNZu677z7uvPNOj74//OEPLFq0CLvdzuOPP86zzz7r8TCQ3DiFSxERET9ys09k+7vPPvuM5cuXc+DAAUaPHk1+fj5Dhgxxq2lq+v/Zu/+oLOs8/+NPfmjdyBpDAjrO2JjgMKIu/sKEUmYxm4yRSanxB87Y0mBakpTM2qQ5ZjlZgmjrODhizmiNubqJQ7rN7rK1fq+LkJ8qWSqGZCDCppSaIDfx/cPDNd3dt79vgeT1OGfOmT7X+3N93hfHP17nc/24a6ioqCA1NdVp/l/+8hdWrFhB9+7defnllxk6dKjLdUzTtD5v9HV79+4lOTmZxsZGnnrqKSZPnuyeCxOLwqWIiIi0mczMTHJzcwkLC+PVV1/F19fXqcYwDLp160Z4eLjDeF5eHhkZGdx222384Q9/cPpWZqujR49SXV3tdEu8rq6O1NRUGhoaWLx4MT/5yU/cdl3ydwqXIiIi0iZqamrYuHEjHh4eREdHs3v3bqcaf39/TNNkxIgRDm9uA6Snp9PS0sI999zDoUOHOHTokNP8+++/H8Mw8PPzIywszOHYunXrqK+vZ+DAgbS0tLBr1y6n+REREdx+++3XeaWdm8KliIiItImioiKam5sBWL16tcuaQYMGUV5eTkpKisN4TU0NlZWVwIU3zHNyclzOv//++8nLy+Ouu+5yeo4yPz8fgLKyMsrKylzOX7NmjcLldfKor693/ky+iIiI3BB1dXUEBAS0dxvyLdeR/x3p1SgRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxEREWlT5eXlzJ8/n3HjxhEZGUlcXBzp6emcOXPGqbakpISIiAiqqqoAOHv2LKtXr2bSpEncc889xMfHs2HDBux2u8u1zp8/z+jRo9mxYwcAdrud119/nSlTpnD33XcTHR3NY489Rl5e3iV7ttvtJCQksHjx4uu8+pufd3s3ICIiIp1HZWUliYmJeHl5ER8fT8+ePdm/fz9btmyhsLCQrKwsbDabVW+aJn369KF3797Y7XZSUlLYv38/EyZM4Ic//CH79u3j97//PXv37mXFihVO6xUVFdHQ0MCoUaMAeOmll9ixYwcjR47kwQcf5Ny5c2RnZzN37lwWLlxIbGys0zmam5tZtGgRhw4dIiQk5Mb9cW4SCpciIiLSZpYvX05TUxPr16+nX79+AEycOJHQ0FDS0tLYunUr06dPt+oNwyAyMhKAXbt2UVpayhNPPMEvfvELa66vry9btmxhz549REREOKxnmib9+/cnICCAffv2sWPHDsaNG8cLL7xg1UyaNIlp06aRkZHBfffdR5cuXaxjNTU1LFq0iJKSkhv2N7nZ6La4iIiItImmpiZKS0sJDw+3gmWr8ePHA1BcXGyN1dXVUV5eTlRUFABnzpwhODiYuLg4h7kjR44E4KOPPnJa0zRNK5zu2bMHuBAmv87X15cxY8bwxRdfcPjwYWt8586dPPTQQxw4cIAZM2ZcyyV3Stq5FBER6UDuzalt7xYu6j9jA69rvpeXF5s3b6alpcXp2MmTJ62aVoZhYLPZGDJkCABTpkxhypQpTnMPHjwIQK9evRzGP/30U44dO2aFy8mTJzN69GjuuOOOK1r/0KFDREVF8fjjj+Pl5cWGDRuu5nI7LYVLERGRDqSgrqm9W7hhPD096d27t8tjmzZtAmDYsGHWmGmaDB8+nK5duzrVNzY2cvz4cd59913Wr19PWFgY0dHRDjWGYdC9e3cGDRoEXNih7N+/v9O5qqqqePfdd7ntttscdlRnz55trV1dXX11F9uJKVyKiIhIu9q5cyfZ2dkEBQVZt7ztdjsFBQU88cQTLuds376dtLQ0AL7zne/wL//yLw7PSsKFcDly5EiH3chvOnPmDM888wznz59nzpw5eHv/PRq5CrVyeXrmUkRERNpNTk4OS5YswWazsWzZMnx8fAAoLS3l7Nmz1i3tbxo4cCCvvPIK8+bNo2vXriQmJrJ7927reENDAyUlJRedD/D555+TnJzMRx99xNixY3n44Yfde3GdlHYuRUREpF1kZWWRmZmJr68v6enpDBgwwDpmmiZ9+/Z1eo6yVVhYmPX/x4wZw+TJk1m+fDn33HMPAIWFhZw/f976BNE3HTt2jJSUFD755BPuvfdeFi9ejIeHhxuvrvNSuBQREelARgR0uXzRt5zdbmfp0qXk5OQQGBjIihUrnL4faRiG9Zb45QQFBTF06FB2795NfX09fn5+mKZJaGgo/v7+TvX79u1j3rx51NfXM3nyZObOnYunp27muovCpYiISAdyvW9kd3TNzc0sWLCA3NxcgoODycjIIDDQ8ZpramqoqKggNTXVYTwlJYWPP/6Ybdu2OTwbCfDll1/i6elpPSdpmqb1eaOv27t3L8nJyTQ2NvLUU08xefJkN1+hKKaLiIhIm8nMzCQ3N5ewsDDWrl3rFCzhwq5lt27dCA8Pdxjv1asXx48f569//avDeElJCSUlJYwYMQIfHx+OHj1KdXW10y3xuro6UlNTaWho4Le//a2C5Q2inUsRERFpEzU1NWzcuBEPDw+io6MdXsBp5e/vj2majBgxwml38tFHH8U0TV555RUOHjzID3/4Qz7++GPeeust/Pz8+PWvfw1cCKd+fn4Oz2UCrFu3jvr6egYOHEhLSwu7du1yWj8iIoLbb7/djVfd+ShcioiISJsoKiqiubkZgNWrV7usGTRoEOXl5aSkpDgd8/f357XXXiMzM5Pdu3eTnZ3N7bffzgMPPMCjjz5KQEAAAHl5edx1111Oz1Hm5+cDUFZWRllZmcv116xZo3B5nTzq6+udP5MvIiIiN0RdXZ0VgkSuVUf+d6RnLkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERKRNlZeXM3/+fMaNG0dkZCRxcXGkp6dz5swZp9qSkhIiIiKoqqpyea7Vq1cTERFBUVGRy+Pnz59n9OjR7NixAwC73c7rr7/OlClTuPvuu4mOjuaxxx4jLy/vkj3b7XYSEhJYvHjxVV5t56NwKSIiIm2msrKSxMRE9uzZw89+9jPmzZvH0KFD2bJlC0lJSZw7d86h3jRN+vTpQ+/evZ3OVVxczMaNGy+5XlFREQ0NDYwaNQqAl156iZUrV9KjRw+Sk5N55JFHqK2tZe7cueTk5Lg8R3NzM4sWLeLQoUPXeNWdi3d7NyAiIiKdx/Lly2lqamL9+vX069cPgIkTJxIaGkpaWhpbt25l+vTpVr1hGERGRjqd5/Tp0/z2t7/F29ub8+fPX3Q90zTp378/AQEB7Nu3jx07djBu3DheeOEFq2bSpElMmzaNjIwM7rvvPrp06WIdq6mpYdGiRZSUlLjj8jsF7VyKiIhIm2hqaqK0tJTw8HArWLYaP348cGE3slVdXR3l5eVERUU5nWvZsmV89dVXTJw48ZJrmqZphdM9e/YAF8Lk1/n6+jJmzBi++OILDh8+bI3v3LmThx56iAMHDjBjxowrv9BOTjuXIiIiHYjt+dnt3cJFnXvu99c138vLi82bN9PS0uJ07OTJk1ZNK8MwsNlsDBkyxKF2586d/Od//ievvvoqpaWlF13v008/5dixY1a4nDx5MqNHj+aOO+64ovUPHTpEVFQUjz/+OF5eXmzYsOGKr7UzU7gUERHpQLyOHGjvFm4YT09Pl89OAmzatAmAYcOGWWOmaTJ8+HC6du1qjVVVVfHKK68wefJkIiIiLhkuDcOge/fuDBo0CLiwQ9m/f3+nuqqqKt59911uu+02hx3V2bNnW2tXV1df+YV2crotLiIiIu1q586dZGdnExQURFxcHHDh7eyCggKH5y2bm5v57W9/S1BQELNnX36H1zAMRo4c6bAb+U1nzpzhmWee4fz58zz66KN4e/993+3roVaunMKliIiItJucnByWLFmCzWZj2bJl+Pj4AFBaWsrZs2cdwuVrr73GgQMHeP7557nlllsued6GhgZKSkpcvgzU6vPPPyc5OZmPPvqIsWPH8vDDD7vnojo53RYXERGRdpGVlUVmZia+vr6kp6czYMAA65hpmvTt25devXoBUFZWRlZWFtOmTSMwMJD6+nrgQoiECzuQ9fX1dO/eHU9PTwoLCzl//rz1CaJvOnbsGCkpKXzyySfce++9LF68GA8Pjxt7wZ2EwqWIiEgH0txvwOWLvuXsdjtLly4lJyeHwMBAVqxYQUhIiEONYRgOb4mbpklzczN//vOf+fOf/+x0ztTUVAC2b9/Od7/7XUzTJDQ0FH9/f6faffv2MW/ePOrr65k8eTJz587F01M3c91F4VJERKQDud43sju65uZmFixYQG5uLsHBwWRkZBAYGOhQU1NTQ0VFhRUYAR544AHCw8Odzvf222+za9cunnzySUJCQrj99tuBC2G09fNGX7d3716Sk5NpbGzkqaeeYvLkye69QFG4FBERkbaTmZlJbm4uYWFhvPrqq/j6+jrVGIZBt27dHMJk7969Xb5p3vq2eGhoqPWm+dGjR6murna6JV5XV0dqaioNDQ0sXryYn/zkJ+67MLEoXIqIiEibqKmpYePGjXh4eBAdHc3u3budavz9/TFNkxEjRji8uX01DMPAz8+PsLAwh/F169ZRX1/PwIEDaWlpYdeuXU5zIyIirN1PuTYKlyIiItImioqKaG5uBmD16tUuawYNGkR5eTkpKSnXvE5eXh533XWX03OU+fn5wIWXg8rKylzOXbNmjcLldfKor693/ky+iIiI3BB1dXUEBAS0dxvyLdeR/x3p1SgRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxEREWlT5eXlzJ8/n3HjxhEZGUlcXBzp6emcOXPGqbakpISIiAiqqqoA2LVrFxERES7/t3jxYqf558+fZ/To0ezYsQMAu93O66+/zpQpU7j77ruJjo7mscceIy8v75I92+12EhISXK4hjrzbuwERERHpPCorK0lMTMTLy4v4+Hh69uzJ/v372bJlC4WFhWRlZWGz2ax60zTp06cPvXv3BuDw4cMA/OY3v+GWW25xOHdrzdcVFRXR0NDAqFGjAHjppZfYsWMHI0eO5MEHH+TcuXNkZ2czd+5cFi5cSGxsrNM5mpubWbRoEYcOHSIkJMRtf4ublcKliIiItJnly5fT1NTE+vXr6devHwATJ04kNDSUtLQ0tm7dyvTp0616wzCIjIy0/vvw4cP4+/vzs5/97IrWM02T/v37ExAQwL59+9ixYwfjxo3jhRdesGomTZrEtGnTyMjI4L777qNLly7WsZqaGhYtWkRJScl1XnnnodviIiIi0iaampooLS0lPDzcCpatxo8fD0BxcbE1VldXR3l5OVFRUdZYeXk5d9555xWvaZqmFU737NkDXAiTX+fr68uYMWP44osvrJ1RgJ07d/LQQw9x4MABZsyYccVrdnbauRQREelAzhXObe8WLso2POO65nt5ebF582ZaWlqcjp08edKqaWUYBjabjSFDhlg1n332GWPHjgUuhNWWlha6du3qcr1PP/2UY8eOWeFy8uTJjB49mjvuuOOK1j906BBRUVE8/vjjeHl5sWHDhmu46s5H4VJERKQD+eqLj9q7hRvG09PT5XORAJs2bQJg2LBh1phpmgwfPtwKj627ijU1NfziF7/g8OHDfPXVV/zoRz/i8ccfZ8SIEQ7nNAyD7t27M2jQIODCDmX//v2d1q6qquLdd9/ltttuc9hRnT17trV2dXX1tV52p6Pb4iIiItKudu7cSXZ2NkFBQcTFxQEX3s4uKChweN6yvLwcgL179xITE8PLL79McnIyNTU1JCcns3v3bofzGobByJEjHXYjv+nMmTM888wznD9/nkcffRRv77/vu11sR1QuTTuXIiIi0m5ycnJ48cUXsdlsLFu2DB8fHwBKS0s5e/asQ7gcMGAAjzzyCLGxsXz/+9+3xv/pn/6JKVOmsGzZMqKiovD09KShoYGSkhLmz59/0bU///xzUlJS+Oijjxg7diwPP/zwjbvQTkThUkRERNpFVlYWmZmZ+Pr6kp6ezoABA6xjpmnSt29fevXqZY0NGTLEev7y63r16sWYMWPYtWsXFRUV9OvXj8LCQs6fP299guibjh07RkpKCp988gn33nsvixcvxsPDw/0X2QkpXIqIiHQgnt1D27uFG85ut7N06VJycnIIDAxkxYoVTt+PNAzD4S3xy7n99tsBOHv2LHAhnIaGhuLv7+9Uu2/fPubNm0d9fT2TJ09m7ty5eHrqSUF3UbgUERHpQK73jeyOrrm5mQULFpCbm0twcDAZGRkEBgY61NTU1FBRUUFqaqrD+Lx58/j444954403uPXWWx2OVVRUAPC9730PuBAuWz9v9HV79+4lOTmZxsZGnnrqKSZPnuzOyxP0Qo+IiIi0oczMTHJzcwkLC2Pt2rVOwRIu7Fp269aN8PBwh/EePXrw6aefsn37dofxoqIiTNMkKioKf39/jh49SnV1tdMt8bq6OlJTU2loaOC3v/2tguUNop1LERERaRM1NTVs3LgRDw8PoqOjnd7uBvD398c0TUaMGOHw5jbAr371K0zTZOXKlRw+fJiwsDAqKir493//dwICAqydTsMw8PPzIywszGH+unXrqK+vZ+DAgbS0tLBr1y6n9SMiIqxb7HJtFC5FRESkTRQVFdHc3AzA6tWrXdYMGjSI8vJyUlJSnI7dfvvtvPbaa6xduxbDMNi5cyf+/v488MAD/OpXvyIgIACAvLw87rrrLqfnKPPz8wEoKyujrKzM5fpr1qxRuLxOHvX19c6fyRcREZEboq6uzgpBIteqI/870jOXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiLSpsrLy5k/fz7jxo0jMjKSuLg40tPTOXPmjFNtSUkJERERVFVVWWN5eXnMmjWLH//4x4wdO5Y5c+bwwQcfuFzr/PnzjB49mh07dgBgt9t5/fXXmTJlCnfffTfR0dE89thj5OXlXbJnu91OQkICixcvvo4r7xwULkVERKTNVFZWkpiYyJ49e/jZz37GvHnzGDp0KFu2bCEpKYlz58451JumSZ8+fejduzcA2dnZzJ07l88//5zHHnuMhIQEDh8+zMyZMzlw4IDTekVFRTQ0NDBq1CgAXnrpJVauXEmPHj1ITk7mkUceoba2lrlz55KTk+Oy5+bmZhYtWsShQ4fc/Ne4OXm3dwMiIiLSeSxfvpympibWr19Pv379AJg4cSKhoaGkpaWxdetWpk+fbtUbhkFkZCQAtbW1pKWlERoaSmZmJrfeeisAMTEx/PznP+cPf/gDq1atcljPNE369+9PQEAA+/btY8eOHYwbN44XXnjBqpk0aRLTpk0jIyOD++67jy5duljHampqWLRoESUlJTfsb3Kz0c6liIiItImmpiZKS0sJDw+3gmWr8ePHA1BcXGyN1dXVUV5eTlRUFAA7d+6koaGBJ5980gqWAN///vd58sknGTlypNOapmla4XTPnj3AhTD5db6+vowZM4YvvviCw4cPW+M7d+7koYce4sCBA8yYMeM6rrxz0c6liIhIB7L27efbu4WLSnrgueua7+XlxebNm2lpaXE6dvLkSaumlWEY2Gw2hgwZAkBhYSG+vr784z/+I3DhOUi73c6tt97Kz3/+c6dzfvrppxw7dswKl5MnT2b06NHccccdV7T+oUOHiIqK4vHHH8fLy4sNGzZc45V3LgqXIiIiHcixuiPt3cIN4+npaT07+U2bNm0CYNiwYdaYaZoMHz6crl27AnD06FF69uzJxx9/zKpVqygsLKS5uZl+/frxxBNPWDucrQzDoHv37gwaNAi4sEPZv39/p7Wrqqp49913ue222xx2VGfPnm2tXV1dfR1X3rnotriIiIi0q507d5KdnU1QUBBxcXHAhV3JgoICa9cR4IsvvuCLL74gKSkJPz8/XnjhBX79619z9uxZnn76ad59912H8xqGwciRIx12I7/pzJkzPPPMM5w/f55HH30Ub++/77u1Bku5OgqXIiIi0m5ycnJYsmQJNpuNZcuW4ePjA0BpaSlnz551CJdNTU3U1tbywAMPsGTJEmJiYoiPj2fdunXYbDbS0tKsW+4NDQ2UlJQ4zP+mzz//nOTkZD766CPGjh3Lww8/fGMvtpNQuBQREZF2kZWVxfPPP4/NZmPlypUMGDDAOmaaJn379qVXr17WWOtLPN98vjIwMJDRo0dz4sQJjh49Clx4PvP8+fPWJ4i+6dixYyQmJlJWVsa9997L888/j4eHh5uvsHPSM5ciIiIdyPcD+l2+6FvObrezdOlScnJyCAwMZMWKFYSEhDjUGIbh9AxlUFAQH3/8MbfffrvTOVvHWj/EbpomoaGh+Pv7O9Xu27ePefPmUV9fz+TJk5k7dy6entpvcxeFSxERkQ7ket/I7uiam5tZsGABubm5BAcHk5GRQWBgoENNTU0NFRUVpKamOowPHDiQjz/+mPLycgYPHuxw7NNPPwWwdjpN07Q+b/R1e/fuJTk5mcbGRp566ikmT57szssTdFtcRERE2lBmZia5ubmEhYWxdu1ap2AJF3Ytu3XrRnh4uMP4T3/6UwD++Mc/0tzcbI0fOXKE//f//h/Dhg2jR48eHD16lOrqaqdb4nV1daSmptLQ0MBvf/tbBcsbRDuXIiIi0iZqamrYuHEjHh4eREdHs3v3bqcaf39/TNNkxIgRDm9uA/zjP/4j06ZN4/XXXycpKYn777+fkydP8uabb3LLLbcwb9484EI49fPzIywszGH+unXrqK+vZ+DAgbS0tLBr1y6n9SMiIlzedpcrp3ApIiIibaKoqMjacVy9erXLmkGDBlFeXk5KSorL408++STBwcFs2bKFlStXcuuttzJixAgee+wxfvCDHwCQl5fHXXfd5fQcZX5+PgBlZWWUlZW5PP+aNWsULq+TR319vfNn8kVEROSGqKurIyAgoL3bkG+5jvzvSM9cioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbeLd3AyIiItK5lJeXs27dOoqLizlz5gwBAQGMGTOGpKQkfH19HWpLSkqYOXMmb731FrNnz+b48eOXPPf27dv57ne/a/33+fPnGTt2LPPmzWPChAnY7XbefPNNcnJyOHbsGN7e3oSGhvLLX/6SUaNGXfS8drudGTNmEBISwqJFi67vD3CTU7gUERGRNlNZWUliYiJeXl7Ex8fTs2dP9u/fz5YtWygsLCQrKwubzWbVm6ZJnz596N27NykpKZw7d87pnB9++CGbN29m4MCBBAYGOhwrKiqioaHBCo4vvfQSO3bsYOTIkTz44IOcO3eO7Oxs5s6dy8KFC4mNjXU6f3NzM4sWLeLQoUOEhIS4+S9y81G4FBERkTazfPlympqaWL9+Pf369QNg4sSJhIaGkpaWxtatW5k+fbpVbxgGkZGRAERHRzud7+zZs6xbtw4/Pz9+97vf4e3tGG1M06R///4EBASwb98+duzYwbhx43jhhResmkmTJjFt2jQyMjK477776NKli3WspqaGRYsWUVJS4s4/w01Nz1yKiIhIm2hqaqK0tJTw8HArWLYaP348AMXFxdZYXV0d5eXlREVFXfSca9as4dixY8ydO5egoCCn46ZpWuF0z549wIUw+XW+vr6MGTOGL774gsOHD1vjO3fu5KGHHuLAgQPMmDHj6i62E9POpYiISAeSnZ3d3i1cVFxc3HXN9/LyYvPmzbS0tDgdO3nypFXTyjAMbDYbQ4YMcXm+iooKtm3bRnh4uBVOv+7TTz/l2LFjVricPHkyo0eP5o477rii9Q8dOkRUVBSPP/44Xl5ebNiw4covthNTuBQREelAamtr27uFG8bT05PevXu7PLZp0yYAhg0bZo2Zpsnw4cPp2rWryzlr166lubmZJ554wuVxwzDo3r07gwYNAi7sUPbv39+prqqqinfffZfbbrvNYUd19uzZ1trV1dVXcIUCui0uIiIi7Wznzp1kZ2cTFBRk7Y7a7XYKCgqsXcdvOn78OO+++y7Dhg1j8ODBLmsMw2DkyJEOu5HfdObMGZ555hnOnz/Po48+6vDM5sVCrVyawqWIiIi0m5ycHJYsWYLNZmPZsmX4+PgAUFpaytmzZy8aLt966y2am5v5xS9+4fJ4Q0MDJSUlF50P8Pnnn5OcnMxHH33E2LFjefjhh6//gkS3xUVERKR9ZGVlkZmZia+vL+np6QwYMMA6Zpomffv2pVevXi7n5ubm4u/vT0REhMvjhYWFnD9//qLfrjx27BgpKSl88skn3HvvvSxevBgPD4/rvyhRuBQREelIvvmdxpuR3W5n6dKl5OTkEBgYyIoVK5y+H2kYxkXfEj969CiffPIJDz/88EVveZumSWhoKP7+/k7H9u3bx7x586ivr2fy5MnMnTsXT0/dzHUXhUsREZEO5HrfyO7ompubWbBgAbm5uQQHB5ORkeEUqGtqaqioqCA1NdXlOVq/OXnXXXdddB3TNF2+Qb53716Sk5NpbGzkqaeeYvLkyddxNeKKwqWIiIi0mczMTHJzcwkLC+PVV191+rlHuLBr2a1bN8LDw12e48MPPwTgRz/6kcvjR48epbq62umWeF1dHampqTQ0NLB48WJ+8pOfXN/FiEsKlyIiItImampq2LhxIx4eHkRHR7N7926nGn9/f0zTZMSIEU6/ttOqsrKSW265hdtvv93lccMw8PPzIywszGF83bp11NfXM3DgQFpaWti1a5fT3IiIiIueV66MwqWIiIi0iaKiIpqbmwFYvXq1y5pBgwZRXl5OSkrKRc9TX1/vcsezVV5eHnfddZfTc5T5+fkAlJWVUVZW5nLumjVrFC6vk0d9fb3zZ/JFRETkhqirqyMgIKC925BvuY7870ivRomIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiEibKi8vZ/78+YwbN47IyEji4uJIT0/nzJkzTrUlJSVERERQVVUFwNmzZ0lPT2fChAlERkYSGxvLK6+84nIuwPnz5xk9ejQ7duwAwG638/rrrzNlyhTuvvtuoqOjeeyxx8jLy7tkz3a7nYSEBBYvXnydV3/z827vBkRERKTzqKysJDExES8vL+Lj4+nZsyf79+9ny5YtFBYWkpWVhc1ms+pN06RPnz707t0bu93OE088wQcffMC4ceMYOnQoH374Idu2bWPv3r1kZWVxyy23OKxXVFREQ0MDo0aNAuCll15ix44djBw5kgcffJBz586RnZ3N3LlzWbhwIbGxsU49Nzc3s2jRIg4dOkRISMiN/QPdBBQuRUREpM0sX76cpqYm1q9fT79+/QCYOHEioaGhpKWlsXXrVqZPn27VG4ZBZGQkAP/7v//LBx98wMSJE5k/f75VExQUxNq1a3n77beZOHGiw3qmadK/f38CAgLYt28fO3bsYNy4cbzwwgtWzaRJk5g2bRoZGRncd999dOnSxTpWU1PDokWLKCkpuSF/j5uRbouLiIhIm2hqaqK0tJTw8HArWLYaP348AMXFxdZYXV0d5eXlREVFAfDJJ58AcPfddzvMjY6OBuDgwYNOa5qmaYXTPXv2ABfC5Nf5+voyZswYvvjiCw4fPmyN79y5k4ceeogDBw4wY8aMq73cTks7lyIiIh3Imz97vb1buKifb592XfO9vLzYvHkzLS0tTsdOnjxp1bQyDAObzcaQIUMAuOOOOwD4+OOPHQJmZWUlAIGBgQ7n/PTTTzl27JgVLidPnszo0aOt81xu/UOHDhEVFcXjjz+Ol5cXGzZsuOpr7owULkVERDqQmpLj7d3CDePp6Unv3r1dHtu0aRMAw4YNs8ZM02T48OF07doVgNGjRzNmzBhee+01evTowZAhQygvLyc9PZ3AwEDi4uIczmkYBt27d2fQoEHAhR3K/v37O61dVVXFu+++y2233eawozp79mxr7erq6uu48s5F4VJERETa1c6dO8nOziYoKMgKiHa7nYKCAp544gmrzsvLi1/96ld88skn/Pa3v7XG/f39WbNmDT169HA4r2EYjBw50mE38pvOnDnDM888w/nz55kzZw7e3n+PRq3BUq6OnrkUERGRdpOTk8OSJUuw2WwsW7YMHx8fAEpLSzl79qx1SxsuvPn9z//8z9TW1jJz5kxeeeUV5syZw1dffcXMmTM5dOiQVdvQ0EBJSYnD/G/6/PPPSU5O5qOPPmLs2LE8/PDDN+5COxHtXIqIiEi7yMrKIjMzE19fX9LT0xkwYIB1zDRN+vbtS69evayxNWvWYLfbWbNmjXWrGy7cLk9ISODFF1/kT3/6EwCFhYWcP3/e+gTRNx07doyUlBQ++eQT7r33XhYvXoyHh8cNutLOReFSRESkA+k5pNfli77l7HY7S5cuJScnh8DAQFasWOH0/UjDMKy3xFsdPnyYH/zgBw7BEi686DN06FDy8vI4c+YMvr6+mKZJaGgo/v7+Tuvv27ePefPmUV9fz+TJk5k7dy6enrqZ6y4KlyIiIh3I9b6R3dE1NzezYMECcnNzCQ4OJiMjw+kt75qaGioqKkhNTXUY79KlC1999ZXL87aOt76Jbpqm9Xmjr9u7dy/Jyck0Njby1FNPMXnyZHdclnyNYrqIiIi0mczMTHJzcwkLC2Pt2rVOwRIu7Fp269aN8PBwh/GoqCiOHj3q9FONhw8fpqSkhAEDBvAP//APHD16lOrqaqdb4nV1daSmptLQ0MBvf/tbBcsbRDuXIiIi0iZqamrYuHEjHh4eREdHs3v3bqcaf39/TNNkxIgRDm9uAzz++OMUFxeTmppKXFwcISEhHDt2jH//93/H29ubf/mXfwEuhFM/Pz/CwsIc5q9bt476+noGDhxIS0sLu3btclo/IiKC22+/3Y1X3fkoXIqIiEibKCoqorm5GYDVq1e7rBk0aBDl5eWkpKQ4HQsMDGTDhg2sW7eO9957j3//93/ntttuIyoqil/96lfWx9Hz8vK46667nJ6aUKTvAAEAAElEQVSjzM/PB6CsrIyysjKX669Zs0bh8jp51NfXO38mX0RERG6Iuro6AgIC2rsN+ZbryP+O9MyliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIi0qfLycubPn8+4ceOIjIwkLi6O9PR0zpw541RbUlJCREQEVVVVAHz++ee8/PLLjB8/nnvuuYepU6fy5ptv8tVXX7lc6/z584wePZodO3YAYLfbef3115kyZQp333030dHRPPbYY+Tl5V2yZ7vdTkJCAosXL77Oq7/5ebd3AyIiItJ5VFZWkpiYiJeXF/Hx8fTs2ZP9+/ezZcsWCgsLycrKwmazWfWmadKnTx969+7N6dOn+dWvfsXRo0eJjo4mIiKCQ4cOsWLFCoqLi3nppZfw8PBwWK+oqIiGhgZGjRoFwEsvvcSOHTsYOXIkDz74IOfOnSM7O5u5c+eycOFCYmNjnXpubm5m0aJFHDp0iJCQkBv7B7oJKFyKiIhIm1m+fDlNTU2sX7+efv36ATBx4kRCQ0NJS0tj69atTJ8+3ao3DIPIyEgAXnvtNY4ePcovfvELnnjiCaumf//+vPzyy+zcuZMHHnjAYT3TNOnfvz8BAQHs27ePHTt2MG7cOF544QWrZtKkSUybNo2MjAzuu+8+unTpYh2rqalh0aJFlJSU3JC/x81It8VFRESkTTQ1NVFaWkp4eLgVLFuNHz8egOLiYmusrq6O8vJyoqKiAPif//kffHx8ePTRRx3mTpw4kdtuu4233nrLaU3TNK1wumfPHuBCmPw6X19fxowZwxdffMHhw4et8Z07d/LQQw9x4MABZsyYcY1X3flo51JERKQDuTentr1buKj/jA28rvleXl5s3ryZlpYWp2MnT560aloZhoHNZmPIkCEAnDhxguDgYG699VaHuZ6envTu3ZuPPvqIlpYW69b4p59+yrFjx6xwOXnyZEaPHs0dd9xxResfOnSIqKgoHn/8cby8vNiwYcN1XH3noXApIiLSgRTUNbV3CzdMawh0ZdOmTQAMGzbMGjNNk+HDh9O1a1cAfHx8OHv2rMv59fX1nD9/ns8//xw/Pz/gQjjt3r07gwYNAi7sUPbv399pblVVFe+++y633Xabw47q7NmzrbWrq6uv8mo7L90WFxERkXa1c+dOsrOzCQoKIi4uDrjwdnZBQYG16wgwePBgPv30Uz744AOH+QcOHOD48eMANDY2WuOGYTBy5EiH3chvOnPmDM888wznz5/n0Ucfxdv77/turcFSro7CpYiIiLSbnJwclixZgs1mY9myZfj4+ABQWlrK2bNnHcJlYmIinp6e/PrXv+a//uu/qK6u5r333mP+/Pl0794d+Ptt7YaGBkpKShzmf9Pnn39OcnIyH330EWPHjuXhhx++gVfaeei2uIiIiLSLrKwsMjMz8fX1JT09nQEDBljHTNOkb9++9OrVyxoLCwvjlVde4Xe/+x2/+c1vALDZbDzyyCNUVVWRnZ1thczCwkLOnz9vfYLom44dO0ZKSgqffPIJ9957L4sXL3b6jJFcG4VLERGRDmREQJfLF33L2e12li5dSk5ODoGBgaxYscLp+5GGYVhviX/d3XffTXZ2NocPH8ZutxMcHIzNZmPmzJkEBQVZt7JN0yQ0NBR/f3+nc+zbt4958+ZRX1/P5MmTmTt3Lp6eupnrLgqXIiIiHcj1vpHd0TU3N7NgwQJyc3MJDg4mIyODwEDHa66pqaGiooLU1FSH8eLiYo4ePcrEiRP50Y9+ZI1/8cUXlJWVMXbsWGvMNE3r80Zft3fvXpKTk2lsbOSpp55i8uTJbr5CUbgUERGRNpOZmUlubi5hYWG8+uqr+Pr6OtUYhkG3bt0IDw93GC8sLGTdunV8//vfZ8SIEQC0tLTw6quvYrfbmTZtGgBHjx6lurra6ZZ4XV0dqampNDQ0sHjxYn7yk5/cmIvs5BQuRUREpE3U1NSwceNGPDw8iI6OZvfu3U41/v7+mKbJiBEjHN7chgsfS3/rrbd49tln+fnPf46/vz/vvfcepmny6KOPWp8ZMgwDPz8/wsLCHOavW7eO+vp6Bg4cSEtLC7t27XJaPyIigttvv92NV935KFyKiIhImygqKqK5uRmA1atXu6wZNGgQ5eXlpKSkOB3r0aMHmZmZrFmzhn/7t3+jsbGRvn378uKLL3LvvfdadXl5edx1111Oz1Hm5+cDUFZWRllZmcv116xZo3B5nTzq6+udP5MvIiIiN0RdXR0BAQHt3YZ8y3Xkf0d6NUpERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERNpUeXk58+fPZ9y4cURGRhIXF0d6ejpnzpxxqi0pKSEiIoKqqiqnY6dPnyY2Npa1a9e6XKehoYHMzEwmTpzIPffcQ3x8PJs2baK5udll/YkTJ4iIiKCgoMCav2bNGiZNmkRkZCQxMTGkpKRQVlZ2yeu7XF83O+/2bkBEREQ6j8rKShITE/Hy8iI+Pp6ePXuyf/9+tmzZQmFhIVlZWdhsNqveNE369OlD7969Hc7T0NDAvHnzqK2tdbnOV199xfz588nLy+OnP/0pYWFh5Ofns2rVKj755BN+85vfOM0xDAMfHx/Cw8NpaWkhNTWV/Px8YmJimDJlCqdOnWLbtm0kJSWRkZFBRESE0zku11dnoHApIiIibWb58uU0NTWxfv16+vXrB8DEiRMJDQ0lLS2NrVu3Mn36dKveMAwiIyMdznHkyBEWLFjAkSNHLrrOf//3f2OaJo8//ji//OUvAXjwwQf53e9+x1tvvcWECRMYOHCgwxzTNBkxYgRdunThnXfeIT8/nxkzZjB79myrZsKECUyZMoW0tDTefPPNq+6rM9BtcREREWkTTU1NlJaWEh4ebgXLVuPHjweguLjYGqurq6O8vJyoqChrbMOGDSQkJFBXV8fUqVMvutbbb79Nly5dePjhhx3Gf/GLXwCQk5Pj1FthYaG11p49ewCYNGmSQ11QUBBDhw6loqKC+vr6q+6rM9DOpYiISAdie3725Yvaybnnfn9d8728vNi8eTMtLS1Ox06ePGnVtDIMA5vNxpAhQ6yxgwcPEhsby8yZM6msrOSNN95wuVZZWRn9+vVzuMUO0Lt3b77zne/wwQcfOIyXlJTw5ZdfMmrUKADmzJlDfHw8gYGBF+3V0/Pve3RX2ldnoHApIiLSgXgdOdDeLdwwnp6eTs9Ottq0aRMAw4YNs8ZM02T48OF07drVGlu8eLH135WVlS7P1dDQwBdffOEQSr8uMDCQ6upqhzHDMAgODiYoKAgAPz8//Pz8nObu3buXsrIyQkJC6N69+1X11VnotriIiIi0q507d5KdnU1QUBBxcXEA2O12CgoKnJ63/HrQvJjWt859fHxcHr/11ls5d+6cw5hpmk5rfVNtbS3PPfccAElJSVfdV2ehcCkiIiLtJicnhyVLlmCz2Vi2bJkVCEtLSzl79uxlA58rrbfdXd1+bx3/+u33qqoqKisrL7lWdXU1s2bN4vjx4yQkJDBmzJir7quz0G1xERERaRdZWVlkZmbi6+tLeno6AwYMsI6Zpknfvn3p1avXVZ+3NaA2NDS4PN7Q0EC3bt0c1vL19WXw4MEu6w8cOMDTTz/NZ599xrRp00hOTr7qnjoThUsREZEOpLnfgMsXfcvZ7XaWLl1KTk4OgYGBrFixgpCQEIcawzAc3hK/Gt26dcPPz++i35qsra11CK2maRIREYG3t3Mseu+991i4cCGNjY0kJyeTkJBwTT11JgqXIiIiHcj1vpHd0TU3N7NgwQJyc3MJDg4mIyPD6Y3smpoaKioqSE1NveZ1wsLCKCwspKGhgVtvvdUar6qqor6+nvvuuw+AxsZGioqKXK6Vm5vLs88+i5eXF0uXLiUmJuaa++lM9MyliIiItJnMzExyc3MJCwtj7dq1Lj/1YxgG3bp1Izw8/JrX+clPfkJjY6PTh87//Oc/AxAbGwtc+K5mY2Oj9QmiVocPH2bRokV4e3uzcuVKBcuroJ1LERERaRM1NTVs3LgRDw8PoqOj2b17t1ONv7+/9Us5rm5TX6lx48aRnZ3N73//e6qrqxkwYADvv/8+//3f/81DDz3ED3/4Q+BCkO3fvz89evRwmL9q1SoaGxuJioqitraWXbt2Oa0RHR3t9B1NUbgUERGRNlJUVERzczMAq1evdlkzaNAgysvLSUlJua61PDw8SEtL449//CN/+9vfePvtt/nud79LSkoKP//5z626vLw8xo4d6zDXbrdbvxRkGAaGYbhcY/v27QqXLnjU19e7fk9fRERE3K6uro6AgID2bkO+5TryvyM9cykiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiJtqry8nPnz5zNu3DgiIyOJi4sjPT2dM2fOONWWlJQQERFBVVWV07HTp08TGxvL2rVrL7neyy+/TFxc3CVrlixZQlJSksO6Tz75JDExMURFRTFp0iTWrl3L+fPnL3mejRs3EhERccmam513ezcgIiIinUdlZSWJiYl4eXkRHx9Pz5492b9/P1u2bKGwsJCsrCxsNptVb5omffr0oXfv3g7naWhoYN68edTW1l5yvS1btrB161Z69ep1ybr333+fhx56CIDi4mIef/xx/P39mTp1Krfddht79uxh3bp17Nu3j1WrVuHp6bw/9+677/L73//+Sv8UNy2FSxEREWkzy5cvp6mpifXr19OvXz8AJk6cSGhoKGlpaWzdupXp06db9YZhEBkZ6XCOI0eOsGDBAo4cOXLRdRoaGli1ahVbt269bE8HDx6krq7OWmfp0qV069aNP/3pT/To0QOA+Ph4VqxYwV/+8hdyc3MZO3asNd9ut/OnP/2JdevW0dzcfOV/jJuUbouLiIhIm2hqaqK0tJTw8HArWLYaP348cGHXsFVdXR3l5eVERUVZYxs2bCAhIYG6ujqmTp3qcp3Dhw8zceJEtm7dyoMPPkhgYOAl+zJNk4CAAPr378+JEyf45JNPGDNmjBUsWz3wwAPAhVvmX+/x5z//OZmZmdx9992EhoZewV/i5qadSxERkQ7kXOHc9m7homzDM65rvpeXF5s3b6alpcXp2MmTJ62aVoZhYLPZGDJkiDV28OBBYmNjmTlzJpWVlbzxxhtO56qqqiIgIIDFixczYsSIyz5vaZomo0aNAuD2229n69at3HLLLU51n332GYDDLfFTp07h6enJ0qVLGTt2LI899tgl1+oMFC5FREQ6kK+++Ki9W7hhPD09nZ6dbLVp0yYAhg0bZo2Zpsnw4cPp2rWrNbZ48WLrvysrK12eKzIykujo6Cvq6YsvvqCsrMzaBfX29qZPnz4ua19//XWnHu+88062bNmCh4fHFa3XGei2uIiIiLSrnTt3kp2dTVBQkLXLaLfbKSgocHre8utB82KupKbV+++/j4eHx2Xf8M7KymLPnj2EhoYyevRoa9zb21vB8hu0cykiIiLtJicnhxdffBGbzcayZcvw8fEBoLS0lLNnzzqFS3czTZN//Md/pFu3bhetycrKIjMzE39/f373u9+5fFNc/k7hUkRERNpFa2jz9fUlPT2dAQMGWMdM06Rv376X/YTQ9WhpaeH9999n2rRpLo/b7XZeeeUV3nrrLQIDA3n11Vcveltf/k7hUkREpAPx7H7zv21st9tZunQpOTk5BAYGsmLFCkJCQhxqDMNweEv8Rvjwww85efKky93RL7/8kmeeeYa8vDzuvPNOMjIy6Nmz5w3t52ahcCkiItKBXO8b2R1dc3MzCxYsIDc3l+DgYDIyMpw+FVRTU0NFRQWpqak3tBfTNOnZs6fTZ5HOnTvHk08+yd69exk+fDgvv/wyvr6+N7SXm4nCpYiIiLSZzMxMcnNzCQsL49VXX3UZ2gzDoFu3boSHh9/QXr7+CaKve/HFF9m7dy/33HMPL730El26dLmhfdxsFC5FRESkTdTU1LBx40Y8PDyIjo5m9+7dTjX+/v6YpsmIESPw9r5xMaW+vp4DBw4wY8YMh/F9+/bxt7/9jS5dujBq1Cj+67/+y2lu7969GTx48A3r7dtO4VJERETaRFFRkfXziKtXr3ZZM2jQIMrLy0lJSbmhvbz//vt4eXkxYsQIh/E9e/YAF35N6OWXX3Y594EHHlC4vASP+vp658/ki4iIyA1RV1dHQEBAe7ch33Id+d+RPtQkIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiJtqry8nPnz5zNu3DgiIyOJi4sjPT2dM2fOONWWlJQQERFBVVWV07HTp08TGxvL2rVrXa5z/PhxFi9ezPjx4xk1ahTjx49nyZIl1NXVuaw/ceIEERERFBQUANDQ0MCaNWuYNGkSkZGRxMTEkJKSQllZ2SWv73J93ey827sBERER6TwqKytJTEzEy8uL+Ph4evbsyf79+9myZQuFhYVkZWVhs9msetM06dOnD71793Y4T0NDA/PmzaO2ttblOqdOnSIxMZHTp0/z4IMP8oMf/IAjR46wfft28vPz2bBhAz169HCYYxgGPj4+hIeH09LSQmpqKvn5+cTExDBlyhROnTrFtm3bSEpKIiMjg4iICKd1L9dXZ6BwKSIiIm1m+fLlNDU1sX79evr16wfAxIkTCQ0NJS0tja1btzJ9+nSr3jAMIiMjHc5x5MgRFixYwJEjRy66zh/+8Af+7//+j5UrVzJq1ChrfOTIkcybN4/169fz61//2mGOaZqMGDGCLl268M4775Cfn8+MGTOYPXu2VTNhwgSmTJlCWloab7755lX31RnotriIiIi0iaamJkpLSwkPD7eCZavx48cDUFxcbI3V1dVRXl5OVFSUNbZhwwYSEhKoq6tj6tSpF10rPz+f3r17OwRLgNGjR+Pr6+uwTmtvhYWF1lp79uwBYNKkSQ51QUFBDB06lIqKCurr66+6r85AO5ciIiIdyNq3n2/vFi4q6YHnrmu+l5cXmzdvpqWlxenYyZMnrZpWhmFgs9kYMmSINXbw4EFiY2OZOXMmlZWVvPHGGy7XyszM5Msvv3QaP3fuHOfOncPT03F/raSkhC+//NIKo3PmzCE+Pp7AwMCL9vr1c1xpX52BwqWIiEgHcqzu5r2l6unp6fTsZKtNmzYBMGzYMGvMNE2GDx9O165drbHFixdb/11ZWXnRtYKCglyO/+Uvf6G5uZnhw4c7jBuGQXBwsDXPz88PPz8/p/l79+6lrKyMkJAQunfvftV9dQa6LS4iIiLtaufOnWRnZxMUFERcXBwAdrudgoICp+ctvx40r1ZBQQFZWVl069aNadOmORwzTdNprW+qra3luecu7N4mJSW5ra+bjcKliIiItJucnByWLFmCzWZj2bJl+Pj4AFBaWsrZs2cvG/iu1Pvvv8/TTz/NV199xeLFix12NquqqqisrLzkWtXV1cyaNYvjx4+TkJDAmDFj3NLXzUi3xUVERKRdZGVlkZmZia+vL+np6QwYMMA6Zpomffv2pVevXte9zo4dO3jppZfw8PDghRdeYPTo0Q7HTdPE19eXwYMHu5x/4MABnn76aT777DOmTZtGcnLydfd0M1O4FBER6UC+H9Dv8kXfcna7naVLl5KTk0NgYCArVqwgJCTEocYwDIe3xK/VmjVreO211/D19WXZsmWMGDHCqcY0TSIiIvD2do5F7733HgsXLqSxsZHk5GQSEhKuu6ebncKliIhIB3K9b2R3dM3NzSxYsIDc3FyCg4PJyMhweiO7pqaGiooKUlNTr2ut9PR0Nm/eTM+ePVmxYoXT548AGhsbKSoqcrlWbm4uzz77LF5eXixdupSYmJjr6qezULgUERGRNpOZmUlubi5hYWG8+uqr+Pr6OtUYhkG3bt0IDw+/5nXeeustNm/ezPe+9z3+8Ic/uPykEFz4rmZjY6PT9zAPHz7MokWL8Pb2JiMjw+Etdrk0hUsRERFpEzU1NWzcuBEPDw+io6PZvXu3U42/v7/1SzmublNfiXPnzrF69WoAoqOjKSoqcqqx2WxER0djGAb9+/d3+inIVatW0djYSFRUFLW1tezatcvpHNHR0Q4/VSkXKFyKiIhImygqKqK5uRnACn/fNGjQIMrLy0lJSbnmdT788EO++OIL4O/fz/ymXr16ER0dTV5eHmPHjnU4ZrfbrV/wMQwDwzBcnmP79u0Kly541NfXO38mX0RERG6Iuro6AgIC2rsN+ZbryP+O9J1LEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERFpU+Xl5cyfP59x48YRGRlJXFwc6enpnDlzxqm2pKSEiIgIqqqqnI6dPn2a2NhY1q5d63KdkydP8tJLLxEXF8c999zD1KlT2bZtGy0tLS7rT5w4QUREBAUFBQA0NDSwZs0aJk2aRGRkJDExMaSkpFBWVnbJ67tcXzc77/ZuQERERDqPyspKEhMT8fLyIj4+np49e7J//362bNlCYWEhWVlZ2Gw2q940Tfr06UPv3r0dztPQ0MC8efOora11uc6ZM2eYOXMmNTU1xMfH873vfY+8vDyWLVvGkSNH+PWvf+00xzAMfHx8CA8Pp6WlhdTUVPLz84mJiWHKlCmcOnWKbdu2kZSUREZGBhEREU7nuFxfnYHCpYiIiLSZ5cuX09TUxPr16+nXrx8AEydOJDQ0lLS0NLZu3cr06dOtesMwiIyMdDjHkSNHWLBgAUeOHLnoOm+88QaVlZW8+OKL3HvvvQBMmjSJp59+mm3btjF58mT69OnjMMc0TUaMGEGXLl145513yM/PZ8aMGcyePduqmTBhAlOmTCEtLY0333zzqvvqDHRbXERERNpEU1MTpaWlhIeHW8Gy1fjx4wEoLi62xurq6igvLycqKsoa27BhAwkJCdTV1TF16tSLrnX+/HkGDBhATEyMw/jIkSNpaWnh4MGDTr0VFhZaa+3Zswe4EEi/LigoiKFDh1JRUUF9ff1V99UZaOdSRESkA8nOzm7vFi4qLi7uuuZ7eXmxefNml888njx50qppZRgGNpuNIUOGWGMHDx4kNjaWmTNnUllZyRtvvOFyrSeeeMLleGuo/O53v+swXlJSwpdffsmoUaMAmDNnDvHx8QQGBl60V0/Pv+/RXWlfnYHCpYiISAdyMz+r5+np6fTsZKtNmzYBMGzYMGvMNE2GDx9O165drbHFixdb/11ZWXlF6547d46qqip27tzJX//6V8aMGUNYWJhDjWEYBAcHExQUBICfnx9+fn5O59q7dy9lZWWEhITQvXv36+rrZqVwKSIiIu1q586dZGdnExQUZO2O2u12CgoKnHYgvx40r9Qf/vAH/vKXvwDw/e9/n7lz5zrVmKbJmDFjLnme2tpannvuOQCSkpKuu6+blZ65FBERkXaTk5PDkiVLsNlsLFu2DB8fHwBKS0s5e/as08s81+Luu+9m+fLlPP7443z++eckJCRw4MAB63hVVRWVlZWXXKu6uppZs2Zx/PhxEhISLhtEOzOFSxEREWkXWVlZPP/889hsNlauXMmAAQOsY6Zp0rdvX3r16nXd64wYMYLRo0fzy1/+ktWrV9PQ0MCrr77qsJavry+DBw92Of/AgQMkJiZy7Ngxpk2bRnJy8nX3dDPTbXEREZEOxNULJDcbu93O0qVLycnJITAwkBUrVhASEuJQYxiGw1vi7vLDH/6Qvn378uGHH1pjpmkSERGBt7dzLHrvvfdYuHAhjY2NJCcnk5CQ4PaebjYKlyIiIh3I9b6R3dE1NzezYMECcnNzCQ4OJiMjwylQ19TUUFFRQWpq6jWt0dLSwvTp0+natSvr1693On727FluueUWABobGykqKnK5Vm5uLs8++yxeXl4sXbrU6bNG4ppui4uIiEibyczMJDc3l7CwMNauXetyp9YwDLp160Z4ePg1reHh4UFAQABlZWW8//77Dsf+4z/+g+PHjxMdHQ1c+K5mY2Oj9QmiVocPH2bRokV4e3uzcuVKBcuroJ1LERERaRM1NTVs3LgRDw8PoqOj2b17t1ONv7+/9Us5rm5TX6m5c+eyf/9+/uVf/oVJkybxve99jw8++IC3336bO+64g1mzZgEXgmz//v3p0aOHw/xVq1bR2NhIVFQUtbW17Nq1y2mN6Ohoh5+qlAsULkVERKRNFBUV0dzcDMDq1atd1gwaNIjy8nJSUlKua6077riDP/3pT/zhD38gJyeH06dPExQUxNSpU/nnf/5nfH19AcjLy2Ps2LEOc+12u/VLQYZhYBiGyzW2b9+ucOmCR319vfNn8kVEROSGqKurIyAgoL3bkG+5jvzvSM9cioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIhImyovL2f+/PmMGzeOyMhI4uLiSE9P58yZM061JSUlREREUFVV5XTs9OnTxMbGsnbt2itad8GCBURERFBdXe3y+IkTJ4iIiKCgoACAhoYG1qxZw6RJk4iMjCQmJoaUlBTKysouuc7V9nWz8W7vBkRERKTzqKysJDExES8vL+Lj4+nZsyf79+9ny5YtFBYWkpWVhc1ms+pN06RPnz707t3b4TwNDQ3MmzeP2traK1p3586d/O1vf7tkjWEY+Pj4EB4eTktLC6mpqeTn5xMTE8OUKVM4deoU27ZtIykpiYyMDCIiIpzOcbV93YwULkVERKTNLF++nKamJtavX0+/fv0AmDhxIqGhoaSlpbF161amT59u1RuGQWRkpMM5jhw5woIFCzhy5MgVrVldXc0rr7xC165dOX/+/EXrTNNkxIgRdOnShXfeeYf8/HxmzJjB7NmzrZoJEyYwZcoU0tLSePPNN6+rr5uVbouLiIhIm2hqaqK0tJTw8HArWLYaP348AMXFxdZYXV0d5eXlREVFWWMbNmwgISGBuro6pk6detk1m5ubWbRoEd/73vf48Y9/fMneCgsLrbX27NkDwKRJkxzqgoKCGDp0KBUVFdTX119zXzcz7VyKiIh0IG/+7PX2buGifr592nXN9/LyYvPmzbS0tDgdO3nypFXTyjAMbDYbQ4YMscYOHjxIbGwsM2fOpLKykjfeeOOSa27YsIGPPvqIP/3pT2zcuPGidSUlJXz55ZeMGjUKgDlz5hAfH09gYOBFe/X0/Pse3dX2dTNTuBQREelAakqOt3cLN4ynp6fTs5OtNm3aBMCwYcOsMdM0GT58OF27drXGFi9ebP13ZWXlJdcrKytj3bp1zJ07lzvvvPOStYZhEBwcTFBQEAB+fn74+fk51e3du5eysjJCQkLo3r37NfV1s9NtcREREWlXO3fuJDs7m6CgIOLi4gCw2+0UFBQ4PW/59aB5KV9++SWLFi1i2LBhPPzww5etN03Taa1vqq2t5bnnngMgKSnpmvrqDLRzKSIiIu0mJyeHF198EZvNxrJly/Dx8QGgtLSUs2fPXjbwXUxaWhqff/45a9aswcPD45K1VVVVVFZWXnKt6upq5syZw/Hjx0lISGDMmDHX1FdnoJ1LERERaRdZWVk8//zz2Gw2Vq5cyYABA6xjpmnSt29fevXqddXn/Z//+R/++te/8thjj9G1a1fq6+upr6+nqakJuPAdyq+/jGOaJr6+vgwePNjl+Q4cOEBiYiLHjh1j2rRpJCcnX3VPnYl2LkVERDqQnkOuPkx929jtdpYuXUpOTg6BgYGsWLGCkJAQhxrDMBzeEr8a//u//wvAyy+/zMsvv+x0vPVTR61vhJumSUREBN7ezrHovffeY+HChTQ2NpKcnExCQsI19dSZKFyKiIh0INf7RnZH19zczIIFC8jNzSU4OJiMjAynN7JramqoqKggNTX1mtaYPn06999/v9P4xo0byc/P5/nnn8ff3x+AxsZGioqKXK6Vm5vLs88+i5eXF0uXLiUmJuaa+ulsFC5FRESkzWRmZpKbm0tYWBivvvoqvr6+TjWGYdCtWzfCw8OvaY0777zT5dvhu3btAmDw4MF897vfBS58V7OxsdH6BFGrw4cPs2jRIry9vcnIyHB4i10uTeFSRERE2kRNTQ0bN27Ew8OD6Ohodu/e7VTj7+9v/VKOq9vU7mYYBv3796dHjx4O46tWraKxsZGoqChqa2utYPp10dHRDj9VKRcoXIqIiEibKCoqorm5GYDVq1e7rBk0aBDl5eWkpKS0SU95eXmMHTvWYcxut1u/FGQYBoZhuJy7fft2hUsXPOrr650/ky8iIiI3RF1dHQEBAe3dhnzLdeR/R/oUkYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiLSp8vJy5s+fz7hx44iMjCQuLo709HTOnDnjVFtSUkJERARVVVVOx06fPk1sbCxr1651uU5WVhYREREu/+dqzokTJ4iIiKCgoACAhoYG1qxZw6RJk4iMjCQmJoaUlBTKysoueX2X6+tm593eDYiIiEjnUVlZSWJiIl5eXsTHx9OzZ0/279/Pli1bKCwsJCsrC5vNZtWbpkmfPn3o3bu3w3kaGhqYN28etbW1F12rvLwcm83G/PnznY4FBwc7jRmGgY+PD+Hh4bS0tJCamkp+fj4xMTFMmTKFU6dOsW3bNpKSksjIyCAiIsLpHFfS181O4VJERETazPLly2lqamL9+vX069cPgIkTJxIaGkpaWhpbt25l+vTpVr1hGERGRjqc48iRIyxYsIAjR45ccq3Dhw9z5513cv/9919Rb6ZpMmLECLp06cI777xDfn4+M2bMYPbs2VbNhAkTmDJlCmlpabz55pvX1NfNTrfFRUREpE00NTVRWlpKeHi4FSxbjR8/HoDi4mJrrK6ujvLycqKioqyxDRs2kJCQQF1dHVOnTr3oWg0NDXz66afceeedV9xbYWGhtdaePXsAmDRpkkNdUFAQQ4cOpaKigvr6+qvuqzPQzqWIiEgHcm9Ox72d+p+xgdc138vLi82bN9PS0uJ07OTJk1ZNK8MwsNlsDBkyxBo7ePAgsbGxzJw5k8rKSt544w2Xax05coSvvvrKCrGNjY14eXnh7e06+pSUlPDll18yatQoAObMmUN8fDyBgc7X3Nqrp+ff9+iutK/OQOFSRESkAymoa2rvFm4YT09Pp2cnW23atAmAYcOGWWOmaTJ8+HC6du1qjS1evNj678rKyouudfjwYeBC6Hv44YeprKzE09OT8PBw5s6dyw9/+EOHesMwCA4OJigoCAA/Pz/8/Pyczrt3717KysoICQmhe/fuV91XZ6Db4iIiItKudu7cSXZ2NkFBQcTFxQFgt9spKChwet7y60HzUlrDZWlpKZMmTeKVV14hMTGRjz76iF/96lccOHDAod40Tae1vqm2tpbnnnsOgKSkpGvqqzPQzqWIiIi0m5ycHF588UVsNhvLli3Dx8cHuBAKz549e9nAdzF33XUX3bp1Y+rUqdYO5OjRo4mMjCQxMZH09HTWrVsHQFVVFZWVlZdcq7q6mjlz5nD8+HESEhIYM2bMNfXVGShcioiISLvIysoiMzMTX19f0tPTGTBggHXMNE369u1Lr169runc99xzD/fcc4/T+IABAxg0aBB79+7l7NmzdOvWDdM08fX1ZfDgwS7PdeDAAZ5++mk+++wzpk2bRnJy8jX11FkoXIqIiHQgIwK6tHcLN5zdbmfp0qXk5OQQGBjIihUrCAkJcagxDMPhLXF38vf3p6WlhXPnzlnhMiIiwuXLPu+99x4LFy6ksbGR5ORkEhISbkhPNxOFSxERkQ7ket/I7uiam5tZsGABubm5BAcHk5GR4fRGdk1NDRUVFaSmpl7TGi0tLTzyyCPAhU8EfVNFRQXdunXjO9/5Do2NjRQVFblcKzc3l2effRYvLy+WLl1KTEzMNfXT2eiFHhEREWkzmZmZ5ObmEhYWxtq1a11+6scwDLp160Z4ePg1reHh4cFtt93GgQMHeO+99xyOvf3221RUVHD//ffj5eVFcXExjY2N1ieIWh0+fJhFixbh7e3NypUrFSyvgnYuRUREpE3U1NSwceNGPDw8iI6OZvfu3U41/v7+1i/lXOyblFfiySefpKysjAULFvDggw/ygx/8gA8++IC3336bO++8k1mzZgEXgmz//v3p0aOHw/xVq1bR2NhIVFQUtbW17Nq1y2mN6Ohoh5+qlAsULkVERKRNFBUV0dzcDMDq1atd1gwaNIjy8nJSUlKua60777yTP/3pT2RmZvLOO+9w+vRpAgICmDp1Ko888gj/8A//AEBeXh5jx451mGu3261fCjIMA8MwXK6xfft2hUsXPOrr650/ky8iIiI3RF1dHQEBAe3dhnzLdeR/R3rmUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERE2lR5eTnz589n3LhxREZGEhcXR3p6OmfOnHGqLSkpISIigqqqKqdjp0+fJjY2lrVr1150rf/4j//gn//5nxk9ejQ/+clP+PWvf01lZaXL2hMnThAREUFBQQEADQ0NrFmzhkmTJhEZGUlMTAwpKSmUlZVd8vqupK+bmcKliIiItJnKykoSExPZs2cPP/vZz5g3bx5Dhw5ly5YtJCUlce7cOYd60zTp06cPvXv3dhhvaGhg3rx51NbWXnStzMxMnnvuObp06UJycjI/+9nPKCgoIDExkerqaqd6wzDw8fEhPDyclpYWUlNTee211+jfvz9PPfUUkydP5sMPPyQpKYk9e/a4XPNK+rrZebd3AyIiItJ5LF++nKamJtavX0+/fv0AmDhxIqGhoaSlpbF161amT59u1RuGQWRkpMM5jhw5woIFCzhy5MhF1/noo4947bXXuOeee3j55Zfx8vICICIigscee4w//elPPPPMMw5zTNNkxIgRdOnShXfeeYf8/HxmzJjB7NmzrZoJEyYwZcoU0tLSePPNN6+6r85AO5ciIiLSJpqamigtLSU8PNwKlq3Gjx8PQHFxsTVWV1dHeXk5UVFR1tiGDRtISEigrq6OqVOnXnStt956i6+++oqnn37aCpYAQ4cOJSkpibCwMKfeCgsLrbVadyYnTZrkUBcUFMTQoUOpqKigvr7+qvvqDLRzKSIi0oHYnp99+aJ2cu6531/XfC8vLzZv3kxLS4vTsZMnT1o1rQzDwGazMWTIEGvs4MGDxMbGMnPmTCorK3njjTdcrlVYWEi/fv347ne/C1wIj1999RW33HILjz76qFN9SUkJX375JaNGjQJgzpw5xMfHExgYeNFePT3/vkd3pX11BgqXIiIiHYjXkQPt3cIN4+np6fTsZKtNmzYBMGzYMGvMNE2GDx9O165drbHFixdb/32xF3OampqoqqoiKiqK4uJi/vVf/5UPPvgAgIEDBzJ37lwGDRrkMMcwDIKDgwkKCgLAz88PPz8/p3Pv3buXsrIyQkJC6N69+1X11VnotriIiIi0q507d5KdnU1QUBBxcXEA2O12CgoKnJ63/HrQvJgzZ87w1VdfcfToUZKTk/nRj37ESy+9xJw5c6isrGTWrFlW2GxlmqbTWt9UW1vLc889B0BSUtJV99VZaOdSRERE2k1OTg4vvvgiNpuNZcuW4ePjA0BpaSlnz569bOBz5fz58wAcO3aMJ598kmnTplnHRowYwYwZM8jIyOCPf/wjAFVVVVRWVl5yrerqaubMmcPx48dJSEhgzJgxV91XZ6FwKSIiIu0iKyuLzMxMfH19SU9PZ8CAAdYx0zTp27cvvXr1uurz2mw24MLzm/Hx8Q7HfvjDHzJo0CD27t3LuXPnsNlsmKaJr68vgwcPdnm+AwcO8PTTT/PZZ58xbdo0kpOTr7qnzkThUkREpANp7jfg8kXfcna7naVLl5KTk0NgYCArVqwgJCTEocYwDIe3xK/GP/zDP9CtWze8vb255ZZbnI7ffvvttLS0cPbsWStcRkRE4O3tHIvee+89Fi5cSGNjI8nJySQkJFxTT52JwqWIiEgHcr1vZHd0zc3NLFiwgNzcXIKDg8nIyHB6I7umpoaKigpSU1OvaQ0PDw8GDBhAYWEhtbW1Tuf/9NNPsdls+Pv709jYSFFRkcu1cnNzefbZZ/Hy8mLp0qXExMRcUz+djV7oERERkTaTmZlJbm4uYWFhrF271uWnfgzDoFu3boSHh1/zOj/96U9paWkhMzPTYTwvL4+DBw8SExODp6cnxcXFNDY2Wp8ganX48GEWLVqEt7c3K1euVLC8Ctq5FBERkTZRU1PDxo0b8fDwIDo6mt27dzvV+Pv7W7+U4+o29ZX6yU9+wrvvvstf//pXPvvsM0aPHs2nn37Kv/3bvxEQEGD96o5hGPTv358ePXo4zF+1ahWNjY1ERUVRW1vLrl27nNaIjo62nu+Uv1O4FBERkTZRVFREc3MzAKtXr3ZZM2jQIMrLy0lJSbnu9V588UW2bNlCdnY26enp+Pr6cu+99zJr1iwrTObl5TF27FiHeXa73fqlIMMwMAzD5fm3b9+ucOmCR319vfNn8kVEROSGqKurIyAgoL3bkG+5jvzvSM9cioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbeLd3AyIiItK5lJeXs27dOoqLizlz5gwBAQGMGTOGpKQkfH19HWpLSkqYOXMmb731Fr1793Y4dvr0aaZMmcKECRNISkpyOBYREXHZPvbs2ePw3ydOnOCnP/0pq1evZsSIETQ0NPDaa6/xX//1Xxw/fhybzcbgwYNJTExk4MCBFz3vpfrqDBQuRUREpM1UVlaSmJiIl5cX8fHx9OzZk/3797NlyxYKCwvJysrCZrNZ9aZp0qdPH6dg2dDQwLx586itrXW5zuLFi12Ov//+++zatYsf//jHTscMw8DHx4fw8HBaWlpITU0lPz+fmJgYpkyZwqlTp9i2bRtJSUlkZGS4DLCX66szULgUERGRNrN8+XKamppYv349/fr1A2DixImEhoaSlpbG1q1bmT59ulVvGAaRkZEO5zhy5AgLFizgyJEjF13n/vvvdxo7ceIE6enp9OnTh+eee87puGmajBgxgi5duvDOO++Qn5/PjBkzmD17tlUzYcIEpkyZQlpaGm+++eZV99UZ6JlLERERaRNNTU2UlpYSHh5uBctW48ePB6C4uNgaq6uro7y8nKioKGtsw4YNJCQkUFdXx9SpU69q/ZdffpnPP/+c3/zmN3Tr1s2pt8LCQmut1lvmkyZNcqgLCgpi6NChVFRUUF9f75a+bjbauRQREelAzhXObe8WLso2POO65nt5ebF582ZaWlqcjp08edKqaWUYBjabjSFDhlhjBw8eJDY2lpkzZ1JZWckbb7xxRWvv2bOH3bt3c//99zN06FCn4yUlJXz55ZeMGjUKgDlz5hAfH09gYOBFe/X0/Pse3bX2dTNSuBQREelAvvrio/Zu4Ybx9PR0enay1aZNmwAYNmyYNWaaJsOHD6dr167W2OLFi63/rqysvOK1f//73+Pt7c2sWbNcHjcMg+DgYIKCggDw8/PDz8/PqW7v3r2UlZUREhJC9+7dr7uvm5Fui4uIiEi72rlzJ9nZ2QQFBREXFweA3W6noKDA6XnLrwfNK7V3714OHDjA/fffT8+ePV3WmKbptNY31dbWWs9qfvMt8Gvp62alcCkiIiLtJicnhyVLlmCz2Vi2bBk+Pj4AlJaWcvbs2csGvivxb//2bwAkJCS4PF5VVUVlZeUl16qurmbWrFkcP36chIQExowZc9193ax0W1xERETaRVZWFpmZmfj6+pKens6AAQOsY6Zp0rdvX3r16nVdazQ1NWEYBj/60Y/o27evyxrTNPH19WXw4MEujx84cICnn36azz77jGnTppGcnHxdPd3sFC5FREQ6EM/uoe3dwg1nt9tZunQpOTk5BAYGsmLFCkJCQhxqDMNweEv8WhUWFnL27FnGjRt30RrTNImIiMDb2zkWvffeeyxcuJDGxkaSk5Mvuvspf6dwKSIi0oFc7xvZHV1zczMLFiwgNzeX4OBgMjIynN7IrqmpoaKigtTU1Oter6SkBIC77rrL5fHGxkaKiopcrpWbm8uzzz6Ll5cXS5cuJSYm5rr76QwULkVERKTNZGZmkpubS1hYGK+++qrTzz3ChV3Lbt26ER4eft3rffjhh9hstoveEi8uLqaxsdH6BFGrw4cPs2jRIry9vcnIyHB4i10uTeFSRERE2kRNTQ0bN27Ew8OD6Ohodu/e7VTj7+9v/VKOq9vUV6uyspKgoCCHb1J+nWEY9O/fnx49ejiMr1q1isbGRqKioqitrWXXrl1Oc6Ojox1+qlIuULgUERGRNlFUVERzczMAq1evdlkzaNAgysvLSUlJccuap06dcnqe8+vy8vIYO3asw5jdbrd+KcgwDAzDcDl3+/btCpcueNTX1zt/Jl9ERERuiLq6OgICAtq7DfmW68j/jvSdSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLERERaVPl5eXMnz+fcePGERkZSVxcHOnp6Zw5c8aptqSkhIiICKqqqpyOnT59mtjYWNauXetynf/7v/9jyZIl3H///URGRvKzn/2MP/zhD5w/f95l/YkTJ4iIiKCgoACAhoYG1qxZw6RJk4iMjCQmJoaUlBTKysoueX2X6+tm593eDYiIiEjnUVlZSWJiIl5eXsTHx9OzZ0/279/Pli1bKCwsJCsrC5vNZtWbpkmfPn3o3bu3w3kaGhqYN28etbW1Ltc5c+YMjz76KCdOnGDChAn079+fwsJC1q9fz4cffsjKlSud5hiGgY+PD+Hh4bS0tJCamkp+fj4xMTFMmTKFU6dOsW3bNpKSksjIyCAiIsLpHJfrqzNQuBQREZE2s3z5cpqamli/fj39+vUDYOLEiYSGhpKWlsbWrVuZPn26VW8YBpGRkQ7nOHLkCAsWLODIkSMXXSc7O5vq6moef/xxfvnLXwIwadIklixZwl//+lfy8vIYNWqUwxzTNBkxYgRdunThnXfeIT8/nxkzZjB79myrZsKECUyZMoW0tDTefPPNq+6rM1C4FBER6UDWvv18e7dwUUkPPHdd85uamigtLSU8PNwKlq3Gjx9PWloaxcXFVrisq6ujvLycJ5980qrbsGEDmZmZdOvWjalTp/LGG2+4XOuTTz4B4O6773YYj46O5q9//SuHDh1yCJdNTU0UFhYyd+5cAPbs2QNcCKRfFxQUxNChQ/nf//1f6uvr8fPzu6q+OgOFSxERkQ7kWN3Nu+vl5eXF5s2baWlpcTp28uRJq6aVYRjYbDaGDBlijR08eJDY2FhmzpxJZWXlRUPcHXfcAcDHH3/sEGQrKysBCAgIcKgvKSnhyy+/tALnnDlziI+PJzAw8KK9enr+/dWVK+2rM1C4FBERkTbh6enp9Oxkq02bNgEwbNgwa8w0TYYPH07Xrl2tscWLF1v/3RoUXfnZz35Gbm4uGRkZ3HLLLYSEhLB3716ysrLo168f//RP/+RQbxgGwcHBBAUFAeDn52ftSn7d3r17KSsrIyQkhO7du191X52BwqWIiIi0q507d5KdnU1QUBBxcXEA2O12CgoKeOKJJxxqvx40L8XHx4dZs2axcOFC5s2bZ4336dOHV199lVtvvdWh3jRNxowZc8lz1tbW8txzFx4NSEpKuqa+OgN9ikhERETaTU5ODkuWLMFms7Fs2TJ8fHwAKC0t5ezZs04v81yp//iP/+Dxxx+npaWFJ598kldeeYVHH32Uuro6kpKSOHHihFVbVVVFZWXlJdeqrq5m1qxZHD9+nISEhMsG0c5MO5ciIiIdyPcD+l2+6CaRlZVFZmYmvr6+pKenM2DAAOuYaZr07duXXr16XdO5//Vf/5VbbrmFdevWWbfix4wZw/Dhw5k1axYrVqzgpZdestby9fVl8ODBLs914MABnn76aT777DOmTZtGcnLyNfXUWShcioiIdCDX+0b2t4Hdbmfp0qXk5OQQGBjIihUrCAkJcagxDIOoqKhrOn99fT21tbVERUU5PeM5dOhQ7rjjDutD6XAhXEZERODt7RyL3nvvPRYuXEhjYyPJyckkJCRcU0+diW6Li4iISJtpbm5mwYIF5OTkEBwczPr1652CZU1NDRUVFdd8S9zb2xsPDw+++uqri/bQ+sZ6Y2MjRUVFLoNsbm4u8+fP56uvvmLp0qUKlldI4VJERETaTGZmJrm5uYSFhbF27VqXn/oxDINu3boRHh5+TWv4+vryj//4jxQUFHD48GGHY3l5eRw7doyRI0cCUFxcTGNjo9MH1Q8fPsyiRYvw9vZm5cqVxMTEXFMvnZFui4uIiEibqKmpYePGjXh4eBAdHc3u3budavz9/a1fynF1m/pK/frXvyYpKYmkpCQmTZrE9773PQ4fPsz27du5/fbbrecmDcOgf//+9OjRw2H+qlWraGxsJCoqitraWnbt2uW0RnR0tMNPVcoFCpciIiLSJoqKimhubgZg9erVLmsGDRpEeXk5KSkp17VWcHAwf/7zn/njH/9ITk4On3/+ObfffjsPPPAAv/rVr6yPqOfl5TF27FiHuXa7neLiYuBC+DQMw+Ua27dvV7h0waO+vt75M/kiIiJyQ9TV1Tn9OozI1erI/470zKWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIi0qfLycubPn8+4ceOIjIwkLi6O9PR0zpw541RbUlJCREQEVVVVTsdOnz5NbGwsa9eudblOTU0NixYtYty4cYwZM4YZM2awa9eui/Z14sQJIiIiKCgoAKChoYE1a9YwadIkIiMjiYmJISUlhbKyskte3+X6utl5t3cDIiIi0nlUVlaSmJiIl5cX8fHx9OzZk/3797NlyxYKCwvJysrCZrNZ9aZp0qdPH3r37u1wnoaGBubNm0dtba3LdY4fP84jjzzCqVOneOCBBxgwYADFxcUsWrSIjz76iJSUFKc5hmHg4+NDeHg4LS0tpKamkp+fT0xMDFOmTOHUqVNs27aNpKQkMjIyiIiIcDrH5frqDBQuRUREpM0sX76cpqYm1q9fT79+/QCYOHEioaGhpKWlsXXrVqZPn27VG4ZBZGSkwzmOHDnCggULOHLkyEXXWblyJSdPnmT+/PlMnDgRwAqzmzZtYsyYMQwdOtRhjmmajBgxgi5duvDOO++Qn5/PjBkzmD17tlUzYcIEpkyZQlpaGm+++eZV99UZ6La4iIiItImmpiZKS0sJDw+3gmWr8ePHA1BcXGyN1dXVUV5eTlRUlDW2YcMGEhISqKurY+rUqRddxzAMvv/97/Pggw86HHvkkUcAeOutt5zmFBYWWmvt2bMHgEmTJjnUBQUFMXToUCoqKqivr7+qvjoL7VyKiIh0INnZ2e3dwkXFxcVd13wvLy82b95MS0uL07GTJ09aNa0Mw8BmszFkyBBr7ODBg8TGxjJz5kwqKyt54403nM5VX19PY2MjwcHBeHh4OBz7h3/4B77zne9w4MABh/GSkhK+/PJLRo0aBcCcOXOIj48nMDDwor16ev59j+5K+uosFC5FREQ6kJv5WT1PT0+nZydbbdq0CYBhw4ZZY6ZpMnz4cLp27WqNLV682PrvyspKl+dqfWbz7NmzTseam5s5ffo0DQ0NDuOGYRAcHExQUBAAfn5++Pn5Oc3fu3cvZWVlhISE0L1796vqq7PQbXERERFpVzt37iQ7O5ugoCBrd9Rut1NQUOD0vOXXg+bF+Pr60q9fP/bu3cvx48cdjr377rvY7XYaGxsdxk3TdFrrm2pra3nuuecASEpKuuq+OguFSxEREWk3OTk5LFmyBJvNxrJly/Dx8QGgtLSUs2fPXjbwXUxSUhKNjY08+eST5OXlUV1dzc6dO/nd735H9+7d8fb++83bqqoqKisrL7lWdXU1s2bN4vjx4yQkJDBmzJhr6qsz0G1xERERaRdZWVlkZmbi6+tLeno6AwYMsI6Zpknfvn3p1avXNZ37xz/+MQsXLiQjI4Mnn3wSgNtuu40nn3ySv/3tbw5vdJumia+vL4MHD3Z5rgMHDvD000/z2WefMW3aNJKTk6+pp85C4VJERKQDcfUCyc3GbrezdOlScnJyCAwMZMWKFYSEhDjUGIbh8Jb4tfjpT3/KuHHjOHz4MJ6engQHB9O1a1f++Mc/8r3vfc+qM02TiIgIh93MVu+99x4LFy6ksbGR5ORkEhISrqunzkDhUkREpAO53jeyO7rm5mYWLFhAbm4uwcHBZGRkOAXqmpoaKioqSE1NveZ1DMPgiy++4P7772fgwIHW+Mcff0xNTQ0PPPAAAI2NjRQVFblcKzc3l2effRYvLy+WLl1KTEzMNffTmShcioiISJvJzMwkNzeXsLAwXn31VXx9fZ1qDMOgW7duhIeHX/M6//mf/8l//Md/EBYWRp8+fYAL37JctWoVt9xyi/X9yuLiYhobG61PELU6fPgwixYtwtvbm4yMDIe32OXSFC5FRESkTdTU1LBx40Y8PDyIjo5m9+7dTjX+/v7WL+W4uk19paZPn87//M//MGfOHB566CFuvfVWdu3aRVlZGc8++yw9evQALgTZ/v37W//datWqVTQ2NhIVFUVtba3L3ySPjo52+KlKuUDhUkRERNpEUVERzc3NAKxevdplzaBBgygvL3f5299Xo1+/fqxZs4bMzEz+9Kc/8dVXX9G/f39WrVrFyJEjrbq8vDzGjh3rMNdut1u/FGQYBoZhuFxj+/btCpcueNTX1zt/Jl9ERERuiLq6OgICAtq7DfmW68j/jvSdSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLERERaVPl5eXMnz+fcePGERkZSVxcHOnp6Zw5c8aptqSkhIiICKqqqgCor6/nlVdeIS4ujsjISMaNG8czzzzD0aNHneY2NDSQmZnJxIkTueeee4iPj2fTpk00Nze77OvEiRNERERQUFBgzV+zZg2TJk0iMjKSmJgYUlJSKCsru+T1nT59mtjYWNauXXuVf5mbg3d7NyAiIiKdR2VlJYmJiXh5eREfH0/Pnj3Zv38/W7ZsobCwkKysLGw2m1VvmiZ9+vShd+/eNDY2MmvWLCoqKoiNjWXAgAFUV1ezbds23n//fdatW0e/fv0A+Oqrr5g/fz55eXn89Kc/JSwsjPz8fFatWsUnn3zCb37zG6feDMPAx8eH8PBwWlpaSE1NJT8/n5iYGKZMmcKpU6fYtm0bSUlJZGRkEBER4XSOhoYG5s2bR21t7Y37I3ZwCpciIiLSZpYvX05TUxPr16+3guDEiRMJDQ0lLS2NrVu3Mn36dKveMAwiIyMB+Mtf/sKRI0d45plnePDBB62asWPH8sgjj/Cv//qvrFixAoD//u//xjRNHn/8cX75y18C8OCDD/K73/2Ot956iwkTJjBw4ECH3kzTZMSIEXTp0oV33nmH/Px8ZsyYwezZs62aCRMmMGXKFNLS0njzzTcd5h85coQFCxZw5MgRN/7Fvn10W1xERETaRFNTE6WlpYSHh1vBstX48eMBKC4utsbq6uooLy8nKioKgPz8fLp06cKECRMc5oaGhnLnnXc6zH377bfp0qULDz/8sEPtL37xCwBycnKceissLLTW2rNnDwCTJk1yqAsKCmLo0KFUVFRQX19vjW/YsIGEhATq6uqYOnXqlf1BblLauRQREelA3vzZ6+3dwkX9fPu065rv5eXF5s2baWlpcTp28uRJq6aVYRjYbDaGDBkCwJIlSzh58qRDDUBLSwunTp3C0/Pve2ZlZWX069fP4RY7QO/evfnOd77DBx984DBeUlLCl19+yahRowCYM2cO8fHxBAYGXrTXr6938OBBYmNjmTlzJpWVlbzxxhuX/4PcpBQuRUREOpCakuPt3cIN4+npSe/evV0e27RpEwDDhg2zxkzTZPjw4XTt2hWAHj160KNHD6e577zzDv/3f//H6NGjgQvPPX7xxRdWKP2mwMBAqqurHcYMwyA4OJigoCAA/Pz88PPzc5q7d+9eysrKCAkJoXv37tb44sWLrT4rKytdrttZ6La4iIiItKudO3eSnZ1NUFAQcXFxANjtdgoKCqznLS/myJEjvPLKK3h5eZGYmAhgvXXu4+Pjcs6tt97KuXPnHMZM07zsWrW1tTz33HMAJCUlORxrDZaicCkiIiLtKCcnhyVLlmCz2Vi2bJkVCEtLSzl79uwlA9/BgweZPXs2p0+f5umnn+ZHP/oRgHXb3dXt99bxr99ar6qqorKy8pJrVVdXM2vWLI4fP05CQgJjxoy56mvtLBQuRUREpF1kZWXx/PPPY7PZWLlyJQMGDLCOmaZJ37596dWrl8u5hmHw2GOPUV9fz9NPP018fLx1rDWgNjQ0uJzb0NBAt27dHNby9fVl8ODBLusPHDhAYmIix44dY9q0aSQnJ1/1tXYmeuZSRESkA+k5xHWYupnY7XaWLl1KTk4OgYGBrFixgpCQEIcawzCsN7e/adu2bSxfvhxPT0+ef/557rvvPofj3bp1w8/P76LfmqytrXUIraZpEhERgbe3cyx67733WLhwIY2NjSQnJ5OQkHC1l9vpKFyKiIh0INf7RnZH19zczIIFC8jNzSU4OJiMjAynN7JramqoqKggNTXVaf5f/vIXVqxYQffu3Xn55ZcZOnSoy3XCwsIoLCykoaGBW2+91Rqvqqqivr7eCqSNjY0UFRW5XCs3N5dnn30WLy8vli5dSkxMzPVceqeh2+IiIiLSZjIzM8nNzSUsLIy1a9e6/NSPYRh069aN8PBwh/G8vDwyMjK47bbbyMzMvGiwBPjJT35CY2Oj04fO//znPwMQGxsLXPiuZmNjo/UJolaHDx9m0aJFeHt7s3LlSgXLq6CdSxEREWkTNTU1bNy4EQ8PD6Kjo9m9e7dTjb+/v/VLOd+8TZ2enk5LSwv33HMPhw4d4tChQ07z77//fgDGjRtHdnY2v//976murmbAgAG8//77/Pd//zcPPfQQP/zhD4ELQbZ///5OnzhatWoVjY2NREVFUVtby65du5zWio6OdvqOpihcioiISBspKiqiubkZgNWrV7usGTRoEOXl5aSkpDiM19TUWN+PzMnJcfqFnVat4dLDw4O0tDT++Mc/8re//Y23336b7373u6SkpPDzn//cqs/Ly2Ps2LEO57Db7dav/RiGgWEYLtfavn27wqULHvX19a7f0xcRERG3q6urIyAgoL3bkG+5jvzvSM9cioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIhImyovL2f+/PmMGzeOyMhI4uLiSE9P58yZM061JSUlREREUFVVBUB9fT2vvPIKcXFxREZGMm7cOJ555hmOHj16yTWrq6sZM2YMOTk5F605ceIEERERFBQUANDQ0MCaNWuYNGkSkZGRxMTEkJKSQllZ2SXXOn36NLGxsaxdu/Yyf4mbk3d7NyAiIiKdR2VlJYmJiXh5eREfH0/Pnj3Zv38/W7ZsobCwkKysLGw2m1VvmiZ9+vShd+/eNDY2MmvWLCoqKoiNjWXAgAFUV1ezbds23n//fdatW0e/fv2c1jx58iQpKSmcO3fukr0ZhoGPjw/h4eG0tLSQmppKfn4+MTExTJkyhVOnTrFt2zaSkpLIyMggIiLC6RwNDQ3MmzeP2tra6/9jfUspXIqIiEibWb58OU1NTaxfv94KghMnTiQ0NJS0tDS2bt3K9OnTrXrDMIiMjATgL3/5C0eOHOGZZ57hwQcftGrGjh3LI488wr/+67+yYsUKh/VKSkp47rnnOHHixGV7M02TESNG0KVLF9555x3y8/OZMWMGs2fPtmomTJjAlClTSEtL480333SYf+TIERYsWMCRI0eu/g9zE9FtcREREWkTTU1NlJaWEh4e7rTDOH78eACKi4utsbq6OsrLy4mKigIgPz+fLl26MGHCBIe5oaGh3HnnnQ5zAV5++WVmzpxJS0uLQxi9WG+FhYXWWnv27AFg0qRJDnVBQUEMHTqUiooK6uvrrfENGzaQkJBAXV0dU6dOvdyf4qamnUsREZEO5N6cjns79T9jA69rvpeXF5s3b6alpcXp2MmTJ62aVoZhYLPZGDJkCABLlizh5MmTDjUALS0tnDp1Ck9Pxz2zw4cPk5CQwD//8z/z7rvv8tZbb120t5KSEr788ktGjRoFwJw5c4iPjycw0PmaW3v9+noHDx4kNjaWmTNnUllZyRtvvHHJv8XNTOFSRESkAymoa2rvFm4YT09Pevfu7fLYpk2bABg2bJg1Zpomw4cPp2vXrgD06NGDHj16OM195513+L//+z9Gjx7tML569Wpr7uUYhkFwcDBBQUEA+Pn54efn51S3d+9eysrKCAkJoXv37tb44sWLrbUqKyuvaM2blW6Li4iISLvauXMn2dnZBAUFERcXB4DdbqegoMB63vJijhw5wiuvvIKXlxeJiYkOx640WMKFIHu5tWpra3nuuecASEpKuua1bnYKlyIiItJucnJyWLJkCTabjWXLluHj4wNAaWkpZ8+evWTgO3jwILNnz+b06dM8/fTT/OhHP7qmHqqqqqisrLzkWtXV1cyaNYvjx4+TkJDAmDFjrmmtzkDhUkRERNpFVlYWzz//PDabjZUrVzJgwADrmGma9O3bl169ermcaxgGjz32GPX19Tz99NPEx8dfcx+maeLr68vgwYNdHj9w4ACJiYkcO3aMadOmkZycfM1rdQZ65lJERKQDGRHQpb1buOHsdjtLly4lJyeHwMBAVqxYQUhIiEONYRjWm9vftG3bNpYvX46npyfPP/88991333X1Y5omEREReHs7x6L33nuPhQsX0tjYSHJyMgkJCde1VmegcCkiItKBXO8b2R1dc3MzCxYsIDc3l+DgYDIyMpzeyK6pqaGiooLU1FSn+X/5y19YsWIF3bt35+WXX2bo0KHX1U9jYyNFRUUu18rNzeXZZ5/Fy8uLpUuXEhMTc11rdRYKlyIiItJmMjMzyc3NJSwsjFdffRVfX1+nGsMw6NatG+Hh4Q7jeXl5ZGRkcNttt/GHP/zB5a/xXK3i4mIaGxutTxC1Onz4MIsWLcLb25uMjAyHt9jl0hQuRUREpE3U1NSwceNGPDw8iI6OZvfu3U41/v7+1i/lfPM2dXp6Oi0tLdxzzz0cOnSIQ4cOOc2///77r6onwzDo37+/0yeOVq1aRWNjI1FRUdTW1rJr1y6nudHR0Q4/VSkXKFyKiIhImygqKqK5uRm48A1KVwYNGkR5eTkpKSkO4zU1Ndb3I3NycsjJyXE5/2rDZV5eHmPHjnUYs9vt1q/9GIaBYRgu527fvl3h0gWP+vp658/ki4iIyA1RV1dHQEBAe7ch33Id+d+RPkUkIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJu493eDYiIiEjnUl5ezrp16yguLubMmTMEBAQwZswYkpKS8PX1dagtKSlh5syZvPXWW/Tu3Zv6+nr++Mc/8v/+3/+jrq4OX19fhg0bxsyZM/nBD37gMPf48eOsXbuW/Px8Tp06xXe+8x1GjRrFY489RkBAgFNfJ06c4Kc//SmrV69mxIgRNDQ08Nprr/Ff//VfHD9+HJvNxuDBg0lMTGTgwIEXvb7Tp08zZcoUJkyYQFJSklv+Zt8mCpciIiLSZiorK0lMTMTLy4v4+Hh69uzJ/v372bJlC4WFhWRlZWGz2ax60zTp06cPvXv3prGxkVmzZlFRUcH/Z+/e46qu8v2Pv7iog3CUQyA5zLHxxphioSEmxOUcTScjHZIKFOagON5K0pTK1EhMp7xiU0NeKGeyTE+e0mH0WOdw9NfZm1AUdRhNhEE0EKGRnWJtbvH7g4ffabvRLm6B5P18POYxudZnfdf6fh/88X6s72VHRUUxcOBAysvL2bFjB5988gmbNm2ib9++AFRXV5OUlMSlS5eIjo7m5z//OcXFxXzwwQfk5uayefNmvL29bdZmMpno2rUrgYGBNDU1kZKSQm5uLiNHjiQuLo7q6mp27NjBtGnTSE9PJzg42O78rFYr8+fPp7Ky8uZeyHZM4VJERERazapVq6ivr+eNN94wguDDDz/MgAEDWL16Ne+99x4JCQlGvclkIiQkBICtW7dSXFzMggULiI6ONmpGjRrF5MmTefXVV1m7di0Ar7/+Op9//jnr1q1jxIgRRu3w4cOZP38+b7zxBk8//bTN2sxmM8OGDaNTp07s3buX3NxcEhMTmTVrllEzbtw44uLiWL16Ndu2bbMZX1xczKJFiyguLnbQ1fpx0jOXIiIi0irq6+s5cuQIgYGBRrC8YuzYsQAcPnzYaKuqqqKoqIjQ0FAAcnNz6dSpE+PGjbMZO2DAAPr06WMzNjc3Fz8/P5tgCRAeHo6Hh4dN7ZW15eXlGXMdOHAAgAkTJtjU+fr6MnToUEpKSrBYLEb75s2biY+Pp6qqiokTJ37na3Ir0s6liIhIO+KWNuvbi9rIV8///obGu7i48O6779LU1GTXd+HCBaPmCpPJhJubG0OGDAFg6dKlXLhwwaYGoKmpierqapyd/7Fntn79er788kv7c/jqK7766iubWmh+tvPLL780wujs2bOJiYmhR48e11zrN49x8uRJoqKimD59OqWlpbzzzjvXvxi3MIVLERGRdsSl+HhbL+GmcXZ2xs/Pr8W+LVu2AHDPPfcYbWazmaCgIDp37gyAt7e33XOSAHv37uXzzz8nPDzcaPP19W1xnq1bt9LY2EhQUJBNu8lkol+/fsY4T09PPD097cYfPXqUgoIC+vfvT7du3Yz2JUuWGOssLS1tce6OQrfFRUREpE3t3r2bnTt34uvry/jx4wFoaGjg4MGDxvOW11JcXMzKlStxcXEhKSnpurUHDx4kMzMTd3d3Jk2aZNNnNpu/da7Kykqef/55ALu3wK8ES1G4FBERkTaUlZXF0qVLcXNz4+WXX6Zr164AHDlyhMuXL1838J08eZJZs2Zx6dIl5s2bx5133nnN2k8++YR58+bx9ddfs2TJEpudzbKyMkpLS687V3l5OTNnzuTcuXPEx8cTERHxA862Y1C4FBERkTaRmZlJWloabm5urFu3joEDBxp9ZrOZ3r1707NnzxbHmkwmZsyYgcViYd68ecTExFxznl27dvHUU0/R2NjIiy++aHP7/MpcHh4e3HXXXS2OP378OElJSZw9e5ZJkyaRnJz8A86249AzlyIiIu1IY9+B3170I9fQ0MDy5cvJysqiR48erF27lv79+9vUmEwm483tq+3YsYNVq1bh7OxMWloaY8aMueZcGRkZvPnmm3h4ePDyyy8zbNgwuxqz2UxwcDCurvaxaP/+/SxevJja2lqSk5OJj4//nmfb8ShcioiItCM3+kZ2e9fY2MiiRYvIzs6mX79+pKen272RXVFRQUlJCSkpKXbjt27dytq1a+nWrRsrVqxg6NCh15xrzZo1vPvuu9x+++2sXbvW7vNHALW1tRw6dKjFubKzs1m4cCEuLi4sX76ckSNH/oAz7ngULkVERKTVrF+/nuzsbAYNGsTvfvc7u597hOZdS3d3dwIDA23ac3JySE9Pp3v37rz++usthsUr3n//fd59911+9rOf8frrr7f4SSFo/q5mbW2t3fcwT506RWpqKq6urqSnp9u8xS7Xp3ApIiIiraKiooK33noLJycnIiMj+fjjj+1qvLy8jF/Kufo29Zo1a2hqaiIsLIzCwkIKCwvtxj/wwAN89dVXvPbaawBERkZy6NAhuzo3NzciIyMxmUz4+/vbfeLolVdeoba2ltDQUCorK9mzZ4/dMSIjI21+qlKaKVyKiIhIqzh06BCNjY0ARvi72uDBgykqKmLu3Lk27RUVFcb3I7OyssjKympx/AMPPMCJEye4ePEi8I/vZ16tZ8+eREZGkpOTw6hRo2z6GhoajF/wMZlMmEymFo/xwQcfKFy2wMlisdh/Jl9ERERuiqqqKnx8fNp6GfIj157/jvQpIhERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLERERaVVFRUU8++yzjB49mpCQEMaPH8+aNWuoqamxq83Pzyc4OJiysjIALBYLK1euZPz48YSEhDB69GgWLFjA6dOn7cZeuHCBl156ifHjxxMWFsbEiRPZsWMHTU1NLa7r/PnzBAcHc/DgQQCsVisZGRlMmDCBkJAQRo4cydy5cykoKLju+V26dImoqCg2bNjwPa/MrcG1rRcgIiIiHUdpaSlJSUm4uLgQExPD7bffzl/+8he2b99OXl4emZmZuLm5GfVms5levXrh5+dHbW0tM2fOpKSkhKioKAYOHEh5eTk7duzgk08+YdOmTfTt2xeAmpoapk+fTkVFBTExMfzsZz8jJyeHl19+meLiYp5++mm7tZlMJrp27UpgYCBNTU2kpKSQm5vLyJEjiYuLo7q6mh07djBt2jTS09MJDg62O4bVamX+/PlUVlbevIvYzilcioiISKtZtWoV9fX1vPHGG0YQfPjhhxkwYACrV6/mvffeIyEhwag3mUyEhIQAsHXrVoqLi1mwYAHR0dFGzahRo5g8eTKvvvoqa9euBeCdd96htLSUZcuWcf/99wMwYcIE5s2bx44dO4iNjaVXr142azObzQwbNoxOnTqxd+9ecnNzSUxMZNasWUbNuHHjiIuLY/Xq1Wzbts1mfHFxMYsWLaK4uNiBV+zHR7fFRUREpFXU19dz5MgRAgMDjWB5xdixYwE4fPiw0VZVVUVRURGhoaEA5Obm0qlTJ8aNG2czdsCAAfTp08dmbF1dHQMHDmTkyJE2tcOHD6epqYmTJ0/arS0vL8+Y68CBA0BzIP0mX19fhg4dSklJCRaLxWjfvHkz8fHxVFVVMXHixO98TW5F2rkUERFpR77Km9PWS7gmt6D0Gxrv4uLCu+++2+IzjxcuXDBqrjCZTLi5uTFkyBAAli5dyoULF2xqAJqamqiursbZ+R97Zk888USLa7gSKn/605/atOfn5/Pll18yYsQIAGbPnk1MTAw9evS45lq/Od/JkyeJiopi+vTplJaW8s4771zjKtz6FC5FRETaka8vftrWS7hpnJ2d8fPza7Fvy5YtANxzzz1Gm9lsJigoiM6dOwPg7e2Nt7e33di9e/fy+eefEx4e3uKxv/rqK8rKyti9ezd/+tOfiIiIYNCgQTY1JpOJfv364evrC4Cnpyeenp52xzp69CgFBQX079+fbt26Ge1Lliwx1llaWnqtS9AhKFyKiIhIm9q9ezc7d+7E19eX8ePHA9DQ0MDBgwevuQN5RXFxMStXrsTFxYWkpKQWa15//XW2bt0KwL/8y78wZ84cuxqz2UxERMR156qsrOT5558HYNq0aTZ9V4Kl6JlLERERaUNZWVksXboUNzc3Xn75Zbp27QrAkSNHuHz5svEyT0tOnjzJrFmzuHTpEvPmzePOO+9sse6+++5j1apVPP7443zxxRfEx8dz/Phxo7+srIzS0tLrzlVeXs7MmTM5d+4c8fHx3xpEOzKFSxEREWkTmZmZpKWl4ebmxrp16xg4cKDRZzab6d27Nz179mxxrMlkYsaMGVgsFubNm0dMTMw15xk2bBjh4eH8+7//O6+99hpWq5Xf/e53NnN5eHhw1113tTj++PHjJCUlcfbsWSZNmkRycvIPPOOOQbfFRURE2hHnbgPaegk3XUNDA8uXLycrK4sePXqwdu1a+vfvb1NjMpmMN7evtmPHDlatWoWzszNpaWmMGTPmO8/9i1/8gt69e3PixAmjzWw2ExwcjKurfSzav38/ixcvpra2luTkZOLj47/zXB2VwqWIiEg7cqNvZLd3jY2NLFq0iOzsbPr160d6errdG9kVFRWUlJSQkpJiN37r1q2sXbuWbt26sWLFCoYOHWpX09TUREJCAp07d+aNN96w6798+TJdunQBoLa2lkOHDrU4V3Z2NgsXLsTFxYXly5fbfdZIWqbb4iIiItJq1q9fT3Z2NoMGDWLDhg0tfurHZDLh7u5OYGCgTXtOTg7p6el0796d9evXtxgsAZycnPDx8aGgoIBPPvnEpu+//uu/OHfuHJGRkUDzdzVra2uNTxBdcerUKVJTU3F1dWXdunUKlt+Ddi5FRESkVVRUVPDWW2/h5OREZGQkH3/8sV2Nl5eX8Us5V9+mXrNmDU1NTYSFhVFYWEhhYaHd+AceeACAOXPm8Je//IVnnnmGCRMm8LOf/Yy//vWv/PnPf+aOO+5g5syZQHOQ9ff3t/vE0SuvvEJtbS2hoaFUVlayZ88eu7kiIyNtfqpSmilcioiISKs4dOgQjY2NALz22mst1gwePJiioiLmzp1r015RUWF8PzIrK4usrKwWx18Jl3fccQd/+MMfeP3118nKyuLSpUv4+voyceJEpkyZgoeHB9C8Gzpq1CibYzQ0NBi/9mMymTCZTC3O9cEHHyhctsDJYrHYfyZfREREboqqqip8fHzaehnyI9ee/470zKWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiLSqoqIinn32WUaPHk1ISAjjx49nzZo11NTU2NXm5+cTHBxMWVkZABaLhZUrVzJ+/HhCQkIYPXo0CxYs4PTp098676JFiwgODqa8vLzF/vPnzxMcHMzBgwcBsFqtZGRkMGHCBEJCQhg5ciRz586loKDguvNcunSJqKgoNmzY8K1ruhW5tvUCREREpOMoLS0lKSkJFxcXYmJiuP322/nLX/7C9u3bycvLIzMzEzc3N6PebDbTq1cv/Pz8qK2tZebMmZSUlBAVFcXAgQMpLy9nx44dfPLJJ2zatIm+ffu2OO/u3bv58MMPr7s2k8lE165dCQwMpKmpiZSUFHJzcxk5ciRxcXFUV1ezY8cOpk2bRnp6OsHBwXbHsFqtzJ8/n8rKyhu7UD9iCpciIiLSalatWkV9fT1vvPGGEQQffvhhBgwYwOrVq3nvvfdISEgw6k0mEyEhIQBs3bqV4uJiFixYQHR0tFEzatQoJk+ezKuvvsratWvt5iwvL2flypV07tyZurq6a67NbDYzbNgwOnXqxN69e8nNzSUxMZFZs2YZNePGjSMuLo7Vq1ezbds2m/HFxcUsWrSI4uLiH3ZxbhG6LS4iIiKtor6+niNHjhAYGGi3wzh27FgADh8+bLRVVVVRVFREaGgoALm5uXTq1Ilx48bZjB0wYAB9+vSxGXtFY2Mjqamp/OxnP+Nf//Vfr7u2vLw8Y64DBw4AMGHCBJs6X19fhg4dSklJCRaLxWjfvHkz8fHxVFVVMXHixG+7FLc07VyKiIi0Ixv+nNbWS7imaQ8+f0PjXVxcePfdd2lqarLru3DhglFzhclkws3NjSFDhgCwdOlSLly4YFMD0NTURHV1Nc7O9ntmmzdv5tNPP+UPf/gDb7311jXXlp+fz5dffsmIESMAmD17NjExMfTo0eOaa/3mfCdPniQqKorp06dTWlrKO++8c825bnUKlyIiIu3I2apb95aqs7Mzfn5+LfZt2bIFgHvuucdoM5vNBAUF0blzZwC8vb3x9va2G7t3714+//xzwsPDbdoLCgrYtGkTc+bMoU+fPtddm8lkol+/fvj6+gLg6emJp6enXd3Ro0cpKCigf//+dOvWzWhfsmSJsc7S0tLrznWr021xERERaVO7d+9m586d+Pr6Mn78eAAaGho4ePCg8bzltRQXF7Ny5UpcXFxISkoy2r/88ktSU1O55557ePTRR791DWaz+Vvnqqys5Pnnm3dvp02bZtN3JViKdi5FRESkDWVlZbFs2TLc3Nx4+eWX6dq1KwBHjhzh8uXL1w18J0+eJDk5mUuXLvH0009z5513Gn2rV6/miy++ICMjAycnp+uuoaysjNLS0uvOVV5ezuzZszl37hzx8fFERER8zzPtOLRzKSIiIm0iMzOTtLQ03NzcWLduHQMHDjT6zGYzvXv3pmfPni2ONZlMzJgxA4vFwrx584iJiTH6/vd//5c//elPzJgxg86dO2OxWLBYLNTX1wPN36H85ss4ZrMZDw8P7rrrrhbnOn78OElJSZw9e5ZJkyaRnJzsgLO/dWnnUkREpB35F5+Wv9N4K2loaGD58uVkZWXRo0cP1q5dS//+/W1qTCaT8eb21Xbs2MGqVatwdnYmLS2NMWPG2PT/v//3/wBYsWIFK1assBt/5VNHV94IN5vNBAcH4+pqH4v279/P4sWLqa2tJTk5mfj4+O9/wh2MwqWIiEg7cqNvZLd3jY2NLFq0iOzsbPr160d6errdG9kVFRWUlJSQkpJiN37r1q2sXbuWbt26sWLFCoYOHWpXk5CQwAMPPGDX/tZbb5Gbm0taWhpeXl4A1NbWcujQoRbnys7OZuHChbi4uLB8+XJGjhz5Q0+7Q1G4FBERkVazfv16srOzGTRoEL/73e/w8PCwqzGZTLi7uxMYGGjTnpOTQ3p6Ot27d+f111+/5q/x9OnTp8W3w/fs2QPAXXfdxU9/+lOg+buatbW1xieIrjh16hSpqam4urqSnp5u8xa7XJ/CpYiIiLSKiooK3nrrLZycnIiMjOTjjz+2q/Hy8jJ+Kefq29Rr1qyhqamJsLAwCgsLKSwstBvf0o7l9ZhMJvz9/e0+cfTKK69QW1tLaGgolZWVRjD9psjISJufqpRmCpciIiLSKg4dOkRjYyMAr732Wos1gwcPpqioiLlz59q0V1RUGN+PzMrKIisrq8Xx3zdc5uTkMGrUKJu2hoYG49d+TCYTJpOpxbEffPCBwmULnCwWi/1n8kVEROSmqKqqwsfHp62XIT9y7fnvSJ8iEhERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHcW3rBYiIiEjHUlRUxKZNmzh8+DA1NTX4+PgQERHBtGnT8PDwsKnNz89n+vTpvP/++/j5+WGxWNi4cSP/93//R1VVFR4eHtxzzz1Mnz6dn//85zZjMzMzWb9+fYtrmDp1KtOmTbNpO3/+PA899BCvvfYaw4YNw2q18uabb/Lf//3fnDt3Djc3N+666y6SkpIICAi45vldunSJuLg4xo0bZzdHR6BwKSIiIq2mtLSUpKQkXFxciImJ4fbbb+cvf/kL27dvJy8vj8zMTNzc3Ix6s9lMr1698PPzo7a2lpkzZ1JSUkJUVBQDBw6kvLycHTt28Mknn7Bp0yb69u1rjC0qKsLNzY1nn33Wbh39+vWzazOZTHTt2pXAwECamppISUkhNzeXkSNHEhcXR3V1NTt27GDatGmkp6cTHBxsdwyr1cr8+fOprKx00BX78VG4FBERkVazatUq6uvreeONN4wg+PDDDzNgwABWr17Ne++9R0JCglFvMpkICQkBYOvWrRQXF7NgwQKio6ONmlGjRjF58mReffVV1q5da7SfOnWKPn368MADD3yntZnNZoYNG0anTp3Yu3cvubm5JCYmMmvWLKNm3LhxxMXFsXr1arZt22Yzvri4mEWLFlFcXPz9L8wtRM9cioiISKuor6/nyJEjBAYG2uwwAowdOxaAw4cPG21VVVUUFRURGhoKQG5uLp06dWLcuHE2YwcMGECfPn1sxlqtVj777DP69OnzndeWl5dnzHXgwAEAJkyYYFPn6+vL0KFDKSkpwWKxGO2bN28mPj6eqqoqJk6c+J3mvFVp51JERKQd2blzZ1sv4ZrGjx9/Q+NdXFx49913aWpqsuu7cOGCUXOFyWTCzc2NIUOGALB06VIuXLhgUwPQ1NREdXU1zs7/2DMrLi7m66+/NkJsbW0tLi4uuLq2HH3y8/P58ssvGTFiBACzZ88mJiaGHj16XHOt35zv5MmTREVFMX36dEpLS3nnnXe+/YLcohQuRURE2pFb+Vk9Z2dn/Pz8WuzbsmULAPfcc4/RZjabCQoKonPnzgB4e3vj7e1tN3bv3r18/vnnhIeHG22nTp0CmkPfo48+SmlpKc7OzgQGBjJnzhx+8Ytf2BzDZDLRr18/fH19AfD09MTT09NurqNHj1JQUED//v3p1q2b0b5kyRJjnaWlpd96LW5lui0uIiIibWr37t3s3LkTX19fY3e0oaGBgwcPGs9bXktxcTErV67ExcWFpKQko/1KuDxy5AgTJkxg5cqVJCUl8emnn/Kb3/yG48eP2xzHbDZ/61yVlZU8//zzAHZvgV8JlqKdSxEREWlDWVlZLFu2DDc3N15++WW6du0KNIfCy5cvXzfwnTx5kuTkZC5dusTTTz/NnXfeafTde++9uLu7M3HiRGMHMjw8nJCQEJKSklizZg2bNm0CoKysjNLS0uvOVV5ezuzZszl37hzx8fFEREQ44OxvTQqXIiIi0iaufIfSw8ODNWvWMHDgQKPPbDbTu3dvevbs2eJYk8nEokWL+PLLL5k3bx4xMTE2/WFhYYSFhdmNGzhwIIMHD+bo0aNcvnwZd3d3zGYzHh4e3HXXXS3Odfz4cebNm8ff//53Jk2aRHJy8g2c9a1P4VJERKQdaekFkltNQ0MDy5cvJysrix49erB27Vr69+9vU2MymYw3t6+2Y8cOVq1ahbOzM2lpaYwZM+Z7ze/l5UVTUxNfffWVES6Dg4NbfNln//79LF68mNraWpKTk4mPj/9ec3VECpciIiLtyI2+kd3eNTY2smjRIrKzs+nXrx/p6el2gbqiooKSkhJSUlLsxm/dupW1a9fSrVs3VqxYwdChQ+1qmpqamDx5MtD8iaCrlZSU4O7uzj//8z9TW1vLoUOHWpwrOzubhQsX4uLiwvLlyxk5cuQPPOuORS/0iIiISKtZv3492dnZDBo0iA0bNrS4U2symXB3dycwMNCmPScnh/T0dLp378769etbDJYATk5OdO/enePHj7N//36bvj//+c+UlJTwwAMP4OLiwuHDh6mtrTU+QXTFqVOnSE1NxdXVlXXr1ilYfg/auRQREZFWUVFRwVtvvYWTkxORkZF8/PHHdjVeXl7GL+VcfZt6zZo1NDU1ERYWRmFhIYWFhXbjr/waz5NPPklBQQGLFi0iOjqan//85/z1r3/lz3/+M3369GHmzJlAc5D19/e3+8TRK6+8Qm1tLaGhoVRWVrJnzx67uSIjI21+qlKaKVyKiIhIqzh06BCNjY0AvPbaay3WDB48mKKiIubOnWvTXlFRYXw/Misri6ysrBbHXwmXffr04Q9/+APr169n7969XLp0CR8fHyZOnMjkyZP5p3/6J6B5N3TUqFE2x2hoaDB+7cdkMmEymVqc64MPPlC4bIGTxWKx/0y+iIiI3BRVVVX4+Pi09TLkR649/x3pmUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERFpVUVFRTz77LOMHj2akJAQxo8fz5o1a6ipqbGrzc/PJzg4mLKyMgAsFgsrV65k/PjxhISEMHr0aBYsWMDp06dbnOu//uu/mDJlCuHh4fzyl7/k6aefprS0tMXa8+fPExwczMGDBwGwWq1kZGQwYcIEQkJCGDlyJHPnzqWgoOC653fp0iWioqLYsGHD97gqtw7Xtl6AiIiIdBylpaUkJSXh4uJCTEwMt99+O3/5y1/Yvn07eXl5ZGZm4ubmZtSbzWZ69eqFn58ftbW1zJw5k5KSEqKiohg4cCDl5eXs2LGDTz75hE2bNtG3b19j7Pr168nMzGTIkCEkJyfz+eefs23bNpKSkvjjH//IT3/6U5u1mUwmunbtSmBgIE1NTaSkpJCbm8vIkSOJi4ujurqaHTt2MG3aNNLT0wkODrY7P6vVyvz586msrLx5F7GdU7gUERGRVrNq1Srq6+t54403jCD48MMPM2DAAFavXs17771HQkKCUW8ymQgJCQFg69atFBcXs2DBAqKjo42aUaNGMXnyZF599VXWrl0LwKeffsqbb75JWFgYK1aswMXFBYDg4GBmzJjBH/7wBxYsWGCzNrPZzLBhw+jUqRN79+4lNzeXxMREZs2aZdSMGzeOuLg4Vq9ezbZt22zGFxcXs2jRIoqLix14xX58dFtcREREWkV9fT1HjhwhMDDQZocRYOzYsQAcPnzYaKuqqqKoqIjQ0FAAcnNz6dSpE+PGjbMZO2DAAPr06WMz9v333+frr79m3rx5RrAEGDp0KNOmTWPQoEF2a8vLyzPmOnDgAAATJkywqfP19WXo0KGUlJRgsViM9s2bNxMfH09VVRUTJ078XtflVqOdSxERkXZk26/ebuslXNNjH0y6ofEuLi68++67NDU12fVduHDBqLnCZDLh5ubGkCFDAFi6dCkXLlywqQFoamqiuroaZ+d/7Jnl5eXRt29f49Z3fX09X3/9NV26dGHq1Kl28+fn5/Pll18yYsQIAGbPnk1MTAw9evS45lq/Od/JkyeJiopi+vTplJaW8s4773y3i3ILUrgUERFpRyryz7X1Em4aZ2dn/Pz8WuzbsmULAPfcc4/RZjabCQoKonPnzgB4e3vj7e1tN3bv3r18/vnnhIeHA81BsqysjNDQUA4fPsyrr77KX//6VwACAgKYM2cOgwcPtjmGyWSiX79++Pr6AuDp6Ymnp6fdXEePHqWgoID+/fvTrVs3o33JkiXGOq/1wlBHodviIiIi0qZ2797Nzp078fX1Zfz48QA0NDRw8OBB43nLaykuLmblypW4uLiQlJQEQE1NDV9//TWnT58mOTmZO++8k5deeonZs2dTWlrKzJkzjbB5hdls/ta5Kisref755wGYNm2aTd+VYCnauRQREZE2lJWVxbJly3Bzc+Pll1+ma9euABw5coTLly9fN/CdPHmS5ORkLl26xNNPP82dd94JQF1dHQBnz57lySefZNKkf9zOHzZsGImJiaSnp7Nx40YAysrKKC0tve5c5eXlzJ49m3PnzhEfH09ERMQNn/utSjuXIiIi0iYyMzNJS0vDzc2NdevWMXDgQKPPbDbTu3dvevbs2eJYk8nEjBkzsFgszJs3j5iYGKPvyqeMrnzu6Jt+8YtfMHjwYI4dO8ZXX31lzOXh4cFdd93V4lzHjx8nKSmJs2fPMmnSJJKTk2/ovG912rkUERFpR24f0nKYupU0NDSwfPlysrKy6NGjB2vXrqV///42NSaTyXhz+2o7duxg1apVODs7k5aWxpgxY2z6/+mf/gl3d3dcXV3p0qWL3fjbbruNpqYmLl++jJubG2azmeDgYFxd7WPR/v37Wbx4MbW1tSQnJxMfH38DZ94xKFyKiIi0Izf6RnZ719jYyKJFi8jOzqZfv36kp6fbvZFdUVFBSUkJKSkpduO3bt3K2rVr6datGytWrGDo0KF2NU5OTgwcOJC8vDwqKyvtjv/ZZ5/h5uaGl5cXtbW1HDp0qMW5srOzWbhwIS4uLixfvpyRI0fe4Nl3DLotLiIiIq1m/fr1ZGdnM2jQIDZs2NDip35MJhPu7u4EBgbatOfk5JCenk737t1Zv359i8HyioceeoimpibWr19vd4yTJ08ycuRInJ2dOXz4MLW1tcYniK44deoUqampuLq6sm7dOgXL70E7lyIiItIqKioqeOutt3ByciIyMpKPP/7YrsbLy8v4pZyrb1OvWbOGpqYmwsLCKCwspLCw0G78Aw88AMAvf/lL9u3bx5/+9Cf+/ve/Ex4ezmeffcZ//Md/4OPjY/zqjslkwt/f3+4TR6+88gq1tbWEhoZSWVnJnj177OaKjIy0+alKaaZwKSIiIq3i0KFDNDY2AvDaa6+1WDN48GCKioqYO3euTXtFRYXx/cisrCyysrJaHH8lXAIsW7aM7du3s3PnTtasWYOHhwf3338/M2fONMJkTk4Oo0aNsjlGQ0OD8Ws/JpMJk8nU4lwffPCBwmULnCwWi/1n8kVEROSmqKqqwsfHp62XIT9y7fnvSM9cioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDuLb1AkRERKRjKSoqYtOmTRw+fJiamhp8fHyIiIhg2rRpeHh42NTm5+czffp03n//ffz8/LBYLGzcuJH/+7//o6qqCg8PD+655x6mT5/Oz3/+c2NccHDwt67jwIEDNv8+f/48Dz30EK+99hrDhg3DarXy5ptv8t///d+cO3cONzc37rrrLpKSkggICLjmcS9dukRcXBzjxo1j2rRp3+/i3AIULkVERKTVlJaWkpSUhIuLCzExMdx+++385S9/Yfv27eTl5ZGZmYmbm5tRbzab6dWrF35+ftTW1jJz5kxKSkqIiopi4MCBlJeXs2PHDj755BM2bdpE3759AViyZEmL83/yySfs2bOHf/3Xf7XrM5lMdO3alcDAQJqamkhJSSE3N5eRI0cSFxdHdXU1O3bsYNq0aaSnp7cYYK1WK/Pnz6eystJBV+zHR+FSREREWs2qVauor6/njTfeMILgww8/zIABA1i9ejXvvfceCQkJRr3JZCIkJASArVu3UlxczIIFC4iOjjZqRo0axeTJk3n11VdZu3YtAA888IDd3OfPn2fNmjX06tWL559/3q7fbDYzbNgwOnXqxN69e8nNzSUxMZFZs2YZNePGjSMuLo7Vq1ezbds2m/HFxcUsWrSI4uLiG7hCP3565lJERERaRX19PUeOHCEwMNAIlleMHTsWgMOHDxttVVVVFBUVERoaCkBubi6dOnVi3LhxNmMHDBhAnz59bMa2ZMWKFXzxxRc899xzuLu7260tLy/PmOvKLfMJEybY1Pn6+jJ06FBKSkqwWCxG++bNm4mPj6eqqoqJEyd+26W4pWnnUkREpB25P6v93k79KKrHDY13cXHh3Xffpampya7vwoULRs0VJpMJNzc3hgwZAsDSpUu5cOGCTQ1AU1MT1dXVODtfe8/swIEDfPzxxzzwwAMMHTrUrj8/P58vv/ySESNGADB79mxiYmLo0cP+nK+s9ZvznTx5kqioKKZPn05paSnvvPPONddyq1O4FBERaUcOVtW39RJuGmdnZ/z8/Frs27JlCwD33HOP0WY2mwkKCqJz584AeHt74+3tbTd27969fP7554SHh19z7t///ve4uroyc+bMFvtNJhP9+vXD19cXAE9PTzw9Pe3qjh49SkFBAf3796dbt25G+5IlS4x1lpaWXnMdHYFui4uIiEib2r17Nzt37sTX15fx48cD0NDQwMGDB43nLa+luLiYlStX4uLiQlJSUos1R48e5fjx4zzwwAPcfvvtLdaYzeZvnauystJ4VvPqt8CvBEtRuBQREZE2lJWVxdKlS3Fzc+Pll1+ma9euABw5coTLly9fN/CdPHmSWbNmcenSJebNm8edd97ZYt1//Md/ABAfH99if1lZGaWlpdedq7y8nJkzZ3Lu3Dni4+OJiIj4rqfY4ShcioiISJvIzMwkLS0NNzc31q1bx8CBA40+s9lM79696dmzZ4tjTSYTM2bMwGKxMG/ePGJiYlqsq6+vx2Qyceedd9K7d+8Wa8xmMx4eHtx1110t9h8/fpykpCTOnj3LpEmTSE5O/p5n2rHomUsREZF2ZJhPp7Zewk3X0NDA8uXLycrKokePHqxdu5b+/fvb1JhMJuPN7avt2LGDVatW4ezsTFpaGmPGjLnmXHl5eVy+fJnRo0dfs8ZsNhMcHIyrq30s2r9/P4sXL6a2tpbk5ORr7n7KPyhcioiItCM3+kZ2e9fY2MiiRYvIzs6mX79+pKen272RXVFRQUlJCSkpKXbjt27dytq1a+nWrRsrVqxo8c3vb8rPzwfg3nvvbbG/traWQ4cOtThXdnY2CxcuxMXFheXLlzNy5MjvepodmsKliIiItJr169eTnZ3NoEGD+N3vfmf3c4/QvGvp7u5OYGCgTXtOTg7p6el0796d119/3e5bmS05ceIEbm5u17wlfvjwYWpra41PEF1x6tQpUlNTcXV1JT093eYtdrk+hUsRERFpFRUVFbz11ls4OTkRGRnJxx9/bFfj5eVl/FLO1bep16xZQ1NTE2FhYRQWFlJYWGg3/upf5iktLcXX1/ea38A0mUz4+/vbfeLolVdeoba2ltDQUCorK9mzZ4/d2MjISJufqpRmCpciIiLSKg4dOkRjYyMAr732Wos1gwcPpqioiLlz59q0V1RUGN+PzMrKIisrq8XxV4fL6upqu+c5vyknJ4dRo0bZtDU0NBi/9mMymTCZTC2O/eCDDxQuW+BksVjsP5MvIiIiN0VVVRU+Pj5tvQz5kWvPf0f6FJGIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiLSqoqIinn32WUaPHk1ISAjjx49nzZo11NTU2NXm5+cTHBxMWVkZABaLhZUrVzJ+/HhCQkIYPXo0CxYs4PTp03ZjP//8c5YuXcoDDzxASEgIv/rVr3j99depq6trcV3nz58nODiYgwcPAmC1WsnIyGDChAmEhIQwcuRI5s6dS0FBwXXP79KlS0RFRbFhw4bveWVuDa5tvQARERHpOEpLS0lKSsLFxYWYmBhuv/12/vKXv7B9+3by8vLIzMzEzc3NqDebzfTq1Qs/Pz9qa2uZOXMmJSUlREVFMXDgQMrLy9mxYweffPIJmzZtom/fvgDU1NQwdepUzp8/z7hx4/D39ycvL4833niDEydOsG7dOru1mUwmunbtSmBgIE1NTaSkpJCbm8vIkSOJi4ujurqaHTt2MG3aNNLT0wkODrY7htVqZf78+VRWVt68i9jOKVyKiIhIq1m1ahX19fW88cYbRhB8+OGHGTBgAKtXr+a9994jISHBqDeZTISEhACwdetWiouLWbBgAdHR0UbNqFGjmDx5Mq+++ipr164FYOfOnZSXl/P444/z7//+7wBMmDCBpUuX8qc//YmcnBxGjBhhszaz2cywYcPo1KkTe/fuJTc3l8TERGbNmmXUjBs3jri4OFavXs22bdtsxhcXF7No0SKKi4sdeMV+fHRbXERERFpFfX09R44cITAw0AiWV4wdOxaAw4cPG21VVVUUFRURGhoKQG5uLp06dWLcuHE2YwcMGECfPn1sxp45cwaA++67z6Y2MjISgMLCQru15eXlGXMdOHAAaA6k3+Tr68vQoUMpKSnBYrEY7Zs3byY+Pp6qqiomTpz47RfjFqadSxERkXbELW3Wtxe1ka+e//0NjXdxceHdd9+lqanJru/ChQtGzRUmkwk3NzeGDBkCwNKlS7lw4YJNDUBTUxPV1dU4O/9jz+yOO+4A4G9/+5tNkC0tLQXAx8fH5hj5+fl8+eWXxm7m7NmziYmJoUePHtdc6zfnO3nyJFFRUUyfPp3S0lLeeeedb7sctyyFSxERkXbEpfh4Wy/hpnF2dsbPz6/Fvi1btgBwzz33GG1ms5mgoCA6d+4MgLe3N97e3nZj9+7dy+eff054eLjR9qtf/Yrs7GzS09Pp0qUL/fv35+jRo2RmZtK3b1/+7d/+zeYYJpOJfv364evrC4Cnpyeenp52cx09epSCggL69+9Pt27djPYlS5YY67wSYDsqhUsRERFpU7t372bnzp34+voyfvx4ABoaGjh48CBPPPHEdccWFxezcuVKXFxcSEpKMtq7du3KzJkzWbx4MfPnzzfae/Xqxe9+9zt+8pOf2BzHbDYTERFx3bkqKyt5/vnnAZg2bZpN35VgKXrmUkRERNpQVlYWS5cuxc3NjZdffpmuXbsCcOTIES5fvmy8zNOSkydPMmvWLC5dusS8efO48847jb7/+q//4vHHH6epqYknn3ySlStXMnXqVKqqqpg2bRrnz583asvKyigtLb3uXOXl5cycOZNz584RHx//rUG0I9POpYiIiLSJzMxM1q9fj4eHB2vWrGHgwIFGn9lspnfv3vTs2bPFsSaTiUWLFvHll18yb948YmJibPpfffVVunTpwqZNm4xb8REREQQFBTFz5kzWrl3LSy+9ZMzl4eHBXXfd1eJcx48fZ968efz9739n0qRJJCcnO+L0b1kKlyIiIu1IY9+B3170I9fQ0MDy5cvJysqiR48erF27lv79+9vUmEwm483tq+3YsYNVq1bh7OxMWloaY8aMsem3WCxUVlYSGhpq94zn0KFDueOOO4wPpUNzuAwODsbV1T4W7d+/n8WLF1NbW0tycjLx8fE/9LQ7DIVLERGRduRG38hu7xobG1m0aBHZ2dn069eP9PR0uzeyKyoqKCkpISUlxW781q1bWbt2Ld26dWPFihUMHTrUrsbV1RUnJye+/vrra67hyhvrtbW1HDp0qMW5srOzWbhwIS4uLixfvpyRI0f+kFPucPTMpYiIiLSa9evXk52dzaBBg9iwYUOLn/oxmUy4u7sTGBho056Tk0N6ejrdu3dn/fr1LQZLAA8PD+6++24OHjzIqVOn7I5x9uxZhg8fDjR/V7O2ttbug+qnTp0iNTUVV1dX1q1bp2D5PWjnUkRERFpFRUUFb731Fk5OTkRGRvLxxx/b1Xh5eRm/lHP1beo1a9bQ1NREWFgYhYWFdh9CB3jggQcAePrpp5k2bRrTpk1jwoQJ/OxnP+PUqVN88MEH3HbbbcZzkyaTCX9/f7tPHL3yyivU1tYSGhpKZWUle/bssZsrMjLS5qcqpZnCpYiIiLSKQ4cO0djYCMBrr73WYs3gwYMpKipi7ty5Nu0VFRXG9yOzsrLIyspqcfyVcNmvXz/++Mc/snHjRrKysvjiiy+47bbbePDBB/nNb35jfEQ9JyeHUaNG2RyjoaHB+LUfk8mEyWRqca4PPvhA4bIFThaLxf4z+SIiInJTVFVV2f06jMj31Z7/jvTMpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiLSqsrIyFi9eTFRUFOHh4UyZMoWPPvqoxdr8/HyCg4MpKyuz67t06RJRUVFs2LDhmnPV1dURHh7Orl27AGhoaODtt98mLi6O++67j8jISGbMmEFOTs5119zQ0EB8fDxLliz5HmfaMSlcioiISKs5f/48SUlJmM1mxo0bR3JyMq6urixcuJC33nrLrt5sNtOrVy/8/Pxs2q1WK/Pnz6eysvK68x06dAir1cqIESMAeOmll1i3bh3e3t4kJyczefJkKisrmTNnDllZWS0eo7GxkdTUVAoLC3/gWXcsrm29ABEREek4MjIyqK6uJjMzk4CAAACio6NJTExk48aNREdH4+HhYdSbTCZCQkJsjlFcXMyiRYsoLi7+1vnMZjP+/v74+Phw7Ngxdu3axejRo3nxxReNmgkTJjBp0iTS09MZM2YMnTp1MvoqKipITU0lPz//Rk+9w9DOpYiIiLQaJycnQkJCjGAJ4OLiQlBQEFarldLSUqO9qqqKoqIiQkNDjbbNmzcTHx9PVVUVEydO/Nb5zGazEU4PHDgANIfJb/Lw8CAiIoKLFy9y6tQpo3337t088sgjHD9+nMTExB90vh2Rdi5FRETaka/y5rT1Eq7JLSj9ho+RmpraYvvJkydxdnbG19fXaDOZTLi5uTFkyBCbuqioKKZPn05paSnvvPPONef67LPPOHv2rBEuY2NjCQ8P54477rCrvXDhAtAcdK8oLCwkNDSUxx9/HBcXFzZv3vy9zrWjUrgUERFpR76++GlbL6HV1NTUcObMGbZv305eXh6xsbF4e3sb/WazmaCgIDp37my0LVmyxPj3N3c5W2IymejWrRuDBw8Gmnco/f397erKysrYt28f3bt3p2/fvkb7rFmzjLnKy8t/+Il2MAqXIiIi0ibS0tLYt28fAAEBAUyePNnoa2ho4ODBgzzxxBM2Y74ZNL+NyWRi+PDhNruRV6upqWHBggXU1dUxe/ZsXF3/EY2+z1zyD3rmUkRERNrEQw89xMqVK5kyZQpFRUUkJCQYnxw6cuQIly9ftnuZ57uyWq3k5+dfd/wXX3xBcnIyn376KaNGjeLRRx/9QXOJLYVLERERaRNhYWFEREQwY8YMli1bRmVlJZmZmUDzLfHevXvTs2fPH3TsvLw86urqjE8QXe3s2bMkJSVRUFDA/fffT1paGk5OTj/4XOQfdFtcRESkHXHuNqCtl9AmwsLCcHd358SJE0DzLe1vviX+fZnNZgYMGICXl5dd37Fjx5g/fz4Wi4XY2FjmzJmDs7P22xxF4VJERKQdccQb2e2VxWJh6tSp+Pv7s3z5cpu++vp66urq6NKlCxUVFZSUlJCSkvKD5zKbzYwdO9au/ejRoyQnJ1NbW8tTTz1FbGzsD55DWqaYLiIiIq3C09MTV1dX9u/fb/cB9C1btlBfX09kZCQmkwl3d3cCAwN/0DynT5+mvLzc7pZ4VVUVKSkpWK1WXnjhBQXLm0Q7lyIiItJqnnnmGZKTk5k5cyYxMTF4eXmRl5dHdnY2d999N3FxcTz33HMMGzbM5s3t78NkMuHp6cmgQYNs2jdt2oTFYiEgIICmpib27NljNzY4OJjbbrvtB80rzRQuRUREpNUMGTKEzMxMNmzYwLZt27Barfj5+TF9+nQSEhJwcnIiLy+PuXPn/uA5cnJyuPfee+2eo8zNzQWgoKCAgoKCFsdmZGQoXN4gJ4vF0tTWixAREekoqqqq8PHxaetlyI9ce/470jOXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiLSqsrKyli8eDFRUVGEh4czZcoUPvrooxZr8/PzCQ4OpqysDACLxcLKlSsZP348ISEhjB49mgULFnD69OkWx9fV1REeHs6uXbsAaGho4O233yYuLo777ruPyMhIZsyYQU5OznXX3NDQQHx8PEuWLPnhJ95BuLb1AkRERKTjOH/+PElJSdTX1/PYY4/h5eXFhx9+yMKFC6moqCAhIcGm3mw206tXL/z8/KitrWXmzJmUlJQQFRXFwIEDKS8vZ8eOHXzyySds2rSJvn372ow/dOgQVquVESNGAPDSSy+xa9cuhg8fTnR0NF999RU7d+5kzpw5RuC9WmNjI6mpqRQWFtK/f/+bd3FuEQqXIiIi0moyMjKorq4mMzOTgIAAAKKjo0lMTGTjxo1ER0fj4eFh1JtMJkJCQgDYunUrxcXFLFiwgOjoaKNm1KhRTJ48mVdffZW1a9fazGc2m/H398fHx4djx46xa9cuRo8ezYsvvmjUTJgwgUmTJpGens6YMWPo1KmT0VdRUUFqair5+fk35XrcinRbXERERFqNk5MTISEhRrAEcHFxISgoCKvVSmlpqdFeVVVFUVERoaGhAOTm5tKpUyfGjRtnc8wBAwbQp08fDh8+bDef2Ww2wumBAweA5jD5TR4eHkRERHDx4kVOnTpltO/evZtHHnmE48ePk5iYeGMn3oFo51JERKQd2fDntLZewjVNe/D5Gz5Gampqi+0nT57E2dkZX19fo81kMuHm5saQIUMAWLp0KRcuXMDFxcVmbFNTE9XV1Tg72+6ZffbZZ5w9e9YIl7GxsYSHh3PHHXfYzX/hwgUAm2MXFhYSGhrK448/jouLC5s3b/7+J9wBKVyKiIi0I2eritt6Ca2mpqaGM2fOsH37dvLy8oiNjcXb29voN5vNBAUF0blzZwC8vb1t+q/Yu3cvn3/+OeHh4TbtJpOJbt26MXjwYKB5h9Lf399ufFlZGfv27aN79+42z2zOmjXLmLu8vPzGT7iDULgUERGRNpGWlsa+ffsACAgIYPLkyUZfQ0MDBw8e5IknnrjuMYqLi1m5ciUuLi4kJSXZ9JlMJoYPH2630/lNNTU1LFiwgLq6OmbPno2r6z+i0ZVgKd+PnrkUERGRNvHQQw+xcuVKpkyZQlFREQkJCcYnh44cOcLly5eNW9otOXnyJLNmzeLSpUvMmzePO++80+izWq3k5+dfd/wXX3xBcnIyn376KaNGjeLRRx913Ml1YAqXIiIi0ibCwsKIiIhgxowZLFu2jMrKSjIzM4HmW+K9e/emZ8+eLY41mUzMmDEDi8XCvHnziImJsenPy8ujrq7O+ATR1c6ePUtSUhIFBQXcf//9pKWl4eTk5NgT7KB0W1xERKQd+Refvt9edAsKCwvD3d2dEydOAM3h8cpb4lfbsWMHq1atwtnZmbS0NMaMGWNXYzabGTBgAF5eXnZ9x44dY/78+VgsFmJjY5kzZ47dy0DywylcioiItCOOeCO7vbJYLEydOhV/f3+WL19u01dfX09dXR1dunShoqKCkpISUlJS7I6xdetW1q5dS7du3VixYgVDhw5tcS6z2czYsWPt2o8ePUpycjK1tbU89dRTxMbGOubkxKCYLiIiIq3C09MTV1dX9u/fT3Gx7VvxW7Zsob6+nsjISEwmE+7u7gQGBtrU5OTkkJ6eTvfu3Vm/fv01g+Xp06cpLy+3uyVeVVVFSkoKVquVF154QcHyJtHOpYiIiLSaZ555huTkZGbOnElMTAxeXl7k5eWRnZ3N3XffTVxcHM899xzDhg2zeXMbYM2aNTQ1NREWFkZhYSGFhYV2x3/ggQcwmUx4enoyaNAgm75NmzZhsVgICAigqamJPXv22I0PDg7mtttuc+xJdzAKlyIiItJqhgwZQmZmJhs2bGDbtm1YrVb8/PyYPn06CQkJODk5kZeXx9y5c23GVVRUGL/ek5WVRVZWVovHf+CBB8jJyeHee++1e44yNzcXgIKCAgoKClocn5GRoXB5g5wsFktTWy9CRESko6iqqsLHx6etlyE/cu3570jPXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiISKsqKytj8eLFREVFER4ezpQpU/joo49arM3Pzyc4OJiysjIALl++zGuvvcaECRMICwsjJiaGzZs309DQ0OL4uro6wsPD2bVrFwANDQ28/fbbxMXFcd999xEZGcmMGTPIycm57pobGhqIj49nyZIlN3DmHYPCpYiIiLSa8+fPk5SUhNlsZty4cSQnJ+Pq6srChQt566237OrNZjO9evXCz8+PhoYG5s6dy5YtWwgKCmLu3LkEBATw+9//npSUlBbnO3ToEFarlREjRgDw0ksvsW7dOry9vUlOTmby5MlUVlYyZ84csrKyWjxGY2MjqampFBYWOu5C3MJc23oBIiIi0nFkZGRQXV1NZmYmAQEBAERHR5OYmMjGjRuJjo7Gw8PDqDeZTISEhACwZ88ejhw5whNPPMGvf/1rAB5++GE8PDzYvn07Bw4cIDg42GY+s9mMv78/Pj4+HDt2jF27djF69GhefPFFo2bChAlMmjSJ9PR0xowZQ6dOnYy+iooKUlNTyc/Pv2nX5FajnUsRERFpNU5OToSEhBjBEsDFxYWgoCCsViulpaVGe1VVFUVFRYSGhgJQU1NDv379GD9+vM0xhw8fDsCnn35qN5/ZbDbC6YEDB4DmMPlNHh4eREREcPHiRU6dOmW07969m0ceeYTjx4+TmJh4A2fdsWjnUkREpB3ZuXNnWy/hmq4OdT9Eampqi+0nT57E2dkZX19fo81kMuHm5saQIUMAiIuLIy4ursWxAD179rRp/+yzzzh79qwRLmNjYwkPD+eOO+6wO8aFCxeA5qB7RWFhIaGhoTz++OO4uLiwefPm73GmHZfCpYiISDtSWVnZ1ktoNTU1NZw5c4bt27eTl5dHbGws3t7eRr/ZbCYoKIjOnTvbja2treXcuXPs27ePN954g0GDBhEZGWlTYzKZ6NatG4MHDwaadyj9/f3tjlVWVsa+ffvo3r07ffv2NdpnzZplzF1eXu6IU+4QFC5FRESkTaSlpbFv3z4AAgICmDx5stHX0NDAwYMHeeKJJ1oc+8EHH7B69WoA/vmf/5lnnnnG5llJaA6Xw4cPt9mNvFpNTQ0LFiygrq6O2bNn4+r6j2jUUqiVb6dnLkVERKRNPPTQQ6xcuZIpU6ZQVFREQkKC8cmhI0eOcPnyZeOW9tUCAgJYuXIl8+fPp3PnziQlJfHxxx8b/Varlfz8/GuOB/jiiy9ITk7m008/ZdSoUTz66KOOPcEOSjuXIiIi0ibCwsIAiIiIYNCgQcybN4/MzEyef/55zGYzvXv3tnuO8opBgwYZ/x0REUFsbCyrVq0yjpmXl0ddXZ3xCaKrnT17lrlz53LmzBnuv/9+lixZgpOTk4PPsGNSuBQREWlHevTo0dZLaBNhYWG4u7tz4sQJoPmW9pW3xL+Nr68vQ4cO5eOPP8ZiseDp6YnZbGbAgAF4eXnZ1R87doz58+djsViIjY1lzpw5ODvrZq6jKFyKiIi0I454I7u9slgsTJ06FX9/f5YvX27TV19fT11dHV26dKGiooKSkhK7D6PPnTuXv/3tb+zYscPm2UiAL7/8EmdnZ+M5SbPZzNixY+3WcPToUZKTk6mtreWpp54iNjbWwWcpiukiIiLSKjw9PXF1dWX//v0UFxfb9G3ZsoX6+noiIyMxmUy4u7sTGBhoU9OzZ0/OnTvHn/70J5v2/Px88vPzGTZsGF27duX06dOUl5fb3RKvqqoiJSUFq9XKCy+8oGB5k2jnUkRERFrNM888Q3JyMjNnziQmJgYvLy/y8vLIzs7m7rvvJi4ujueee45hw4bZ7U5OnToVs9nMypUrOXnyJL/4xS/429/+xvvvv4+npydPP/000HxL3dPT0+a5TIBNmzZhsVgICAigqamJPXv22K0vODiY22677eZdgA5A4VJERERazZAhQ8jMzGTDhg1s27YNq9WKn58f06dPJyEhAScnJ/Ly8pg7d67dWC8vL958803Wr1/Pxx9/zM6dO7ntttt48MEHmTp1Kj4+PgDk5ORw77332j1HmZubC0BBQQEFBQUtri8jI0Ph8gY5WSyWprZehIiISEdRVVVlhCCRH6o9/x3pmUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxEREWlVZWVlLF68mKioKMLDw5kyZQofffRRi7X5+fkEBwdTVlbWYv9rr71GcHAwhw4darG/rq6O8PBwdu3aBUBDQwNvv/02cXFx3HfffURGRjJjxgxycnKuu+aGhgbi4+NZsmTJ9zjTjknhUkRERFrN+fPnSUpKwmw2M27cOJKTk3F1dWXhwoW89dZbdvVms5levXrh5+dn13f48OEWx3zToUOHsFqtjBgxAoCXXnqJdevW4e3tTXJyMpMnT6ayspI5c+aQlZXV4jEaGxtJTU2lsLDwB5xxx+Pa1gsQERGRjiMjI4Pq6moyMzMJCAgAIDo6msTERDZu3Eh0dDQeHh5GvclkIiQkxO44ly5d4oUXXsDV1ZW6urprzmc2m/H398fHx4djx46xa9cuRo8ezYsvvmjUTJgwgUmTJpGens6YMWPo1KmT0VdRUUFqair5+fmOOP0OQTuXIiIi0mqcnJwICQkxgiWAi4sLQUFBWK1WSktLjfaqqiqKiooIDQ21O87LL7/M119/zcMPP3zd+cxmsxFODxw4ADSHyW/y8PAgIiKCixcvcurUKaN99+7dPPLIIxw/fpzExMTvfa4dlXYuRURE2pFtv3q7rZdwTY99MOmGj5Gamtpi+8mTJ3F2dsbX19doM5lMuLm5MWTIEJva3bt389FHH/G73/2OI0eOXHOuzz77jLNnzxrhMjY2lvDwcO644w672gsXLgDNQfeKwsJCQkNDefzxx3FxcWHz5s3f9TQ7NIVLERGRdqQi/1xbL6HV1NTUcObMGbZv305eXh6xsbF4e3sb/WazmaCgIDp37my0lZWVsXLlSmJjYwkODr5uuDSZTHTr1o3BgwcDzTuU/v7+dnVlZWXs27eP7t2707dvX6N91qxZxtzl5eU3erodhsKliIiItIm0tDT27dsHQEBAAJMnTzb6GhoaOHjwIE888YTR1tjYyAsvvICvry+zZs361uObTCaGDx9usxt5tZqaGhYsWEBdXR2zZ8/G1fUf0eiboVa+Oz1zKSIiIm3ioYceYuXKlUyZMoWioiISEhKMTw4dOXKEy5cv27zM8+abb3L8+HHS0tLo0qXLdY9ttVrJz89v8WWgK7744guSk5P59NNPGTVqFI8++qhjTqyDU7gUERGRNhEWFkZERAQzZsxg2bJlVFZWkpmZCTTfEu/duzc9e/YEoKCggMzMTOLi4ujRowcWiwWLxYLVagWadyAtFgtff/01AHl5edTV1RmfILra2bNnSUpKoqCggPvvv5+0tDScnJxa4axvfbotLiIi0o7cPqRnWy+hTYSFheHu7s6JEyeA5lva33xL3Gw209jYyB//+Ef++Mc/2o1PSUkB4IMPPuCnP/0pZrOZAQMG4OXlZVd77Ngx5s+fj8ViITY2ljlz5uDsrP02R1G4FBERaUcc8UZ2e2WxWJg6dSr+/v4sX77cpq++vp66ujq6dOlCRUUFJSUlRmAEePDBBwkMDLQ75p///Gf27NnDk08+Sf/+/bntttuA5jA6duxYu/qjR4+SnJxMbW0tTz31FLGxsY49SVG4FBERkdbh6emJq6sr+/fvp7i42ObN7C1btlBfX09kZCQmkwl3d3ebMOnn59fir/RceVt8wIAB3HPPPQCcPn2a8vJyu1viVVVVpKSkYLVaWbJkCb/85S8df5KicCkiIiKt55lnniE5OZmZM2cSExODl5cXeXl5ZGdnc/fddxMXF8dzzz3HsGHDbN7c/j5MJhOenp4MGjTIpn3Tpk1YLBYCAgJoampiz549dmODg4ON3U/5YRQuRUREpNUMGTKEzMxMNmzYwLZt27Barfj5+TF9+nQSEhJwcnIiLy+PuXPn/uA5cnJyuPfee+2eo8zNzQWaXw4qKChocWxGRobC5Q1yslgsTW29CBERkY6iqqoKHx+ftl6G/Mi1578jvRolIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiraqsrIzFixcTFRVFeHg4U6ZM4aOPPmqxNj8/n+DgYMrKygDYs2cPwcHBLf5vyZIlduPr6uoIDw9n165dADQ0NPD2228TFxfHfffdR2RkJDNmzCAnJ+e6a25oaCA+Pr7FOcSWa1svQERERDqO8+fPk5SURH19PY899hheXl58+OGHLFy4kIqKChISEmzqzWYzvXr1ws/PD4BTp04B8Nxzz9GlSxeb2is133To0CGsVisjRowA4KWXXmLXrl0MHz6c6OhovvrqK3bu3MmcOXOMwHu1xsZGUlNTKSwspH///g65DrcyhUsRERFpNRkZGVRXV5OZmUlAQAAA0dHRJCYmsnHjRqKjo/Hw8DDqTSYTISEhxr9PnTqFl5cXv/rVr77TfGazGX9/f3x8fDh27Bi7du1i9OjRvPjii0bNhAkTmDRpEunp6YwZM4ZOnToZfRUVFaSmppKfn3+DZ95x6La4iIiItBonJydCQkKMYAng4uJCUFAQVquV0tJSo72qqoqioiJCQ0ONtqKiIvr06fOd5zObzUY4PXDgANAcJr/Jw8ODiIgILl68aOyMAuzevZtHHnmE48ePk5iY+L3OsyPTzqWIiEg7cn9WZVsv4Zo+iupxw8dITU1tsf3kyZM4Ozvj6+trtJlMJtzc3BgyZAgAFy5c4O9//zujRo0CoL6+nqamJjp37tziMT/77DPOnj1rhMvY2FjCw8O544477GovXLgANAfdKwoLCwkNDeXxxx/HxcWFzZs3f/8T7oAULkVERNqRg1X1bb2EVlNTU8OZM2fYvn07eXl5xMbG4u3tbfSbzWaCgoKM8HhlV7GiooJf//rXnDp1iq+//po777yTxx9/nGHDhtkc32Qy0a1bNwYPHgw071D6+/vbraOsrIx9+/bRvXt3+vbta7TPmjXLmLu8vNyxJ38L021xERERaRNpaWkkJiaye/duAgICmDx5stHX0NDAwYMHbZ63LCoqAuDo0aOMHDmSFStWkJycTEVFBcnJyXz88cc2xzeZTAwfPtxmN/JqNTU1LFiwgLq6OqZOnYqr6z/23a61IyrXp51LERERaRMPPfQQDz74ICdOnOCdd94hISGB9evX4+fnx5EjR7h8+bJNuBw4cCCTJ08mKiqKf/mXfzHa/+3f/o24uDhefvllQkNDcXZ2xmq1kp+fz7PPPnvN+b/44gvmzp3Lp59+yqhRo3j00Udv6vl2FNq5FBERkTYRFhZGREQEM2bMYNmyZVRWVpKZmQk03xLv3bs3PXv2NOqHDBnCzJkzbYIlQM+ePYmIiKCyspKSkhIA8vLyqKurMz5BdLWzZ8+SlJREQUEB999/P2lpaTg5Od2kM+1YtHMpIiLSjgzz6fTtRbegsLAw3N3dOXHiBNB8S/ubb4l/m9tuuw2Ay5cvA83hdMCAAXh5ednVHjt2jPnz52OxWIiNjWXOnDk4O2u/zVEULkVERNoRR7yR3V5ZLBamTp2Kv78/y5cvt+mrr6+nrq6OLl26UFFRQUlJCSkpKTY18+fP529/+xvvvPMOP/nJT2z6ruxY/uxnPwOaw+XYsWPt1nD06FGSk5Opra3lqaeeIjY21pGnKOi2uIiIiLQST09PXF1d2b9/P8XFxTZ9W7Zsob6+nsjISEwmE+7u7gQGBtrUeHt789lnn/HBBx/YtB86dAiz2UxoaCheXl6cPn2a8vJyu1viVVVVpKSkYLVaeeGFFxQsbxLtXIqIiEireeaZZ0hOTmbmzJnExMTg5eVFXl4e2dnZ3H333cTFxfHcc88xbNgwmze3AX7zm99gNptZt24dp06dYtCgQZSUlPCf//mf+Pj4GDudJpMJT09PBg0aZDN+06ZNWCwWAgICaGpqYs+ePXbrCw4ONm6xyw+jcCkiIiKtZsiQIWRmZrJhwwa2bduG1WrFz8+P6dOnk5CQgJOTE3l5ecydO9du7G233cabb77Jhg0bMJlM7N69Gy8vLx588EF+85vf4OPjA0BOTg733nuv3XOUubm5ABQUFFBQUNDi+jIyMhQub5CTxWJpautFiIiIdBRVVVVGCBL5odrz35GeuRQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERkVZVVlbG4sWLiYqKIjw8nClTpvDRRx+1WJufn09wcDBlZWVGW05ODjNnzuRf//VfGTVqFLNnz+avf/1ri+Pr6uoIDw9n165dADQ0NPD2228TFxfHfffdR2RkJDNmzCAnJ+e6a25oaCA+Pp4lS5b8wLPuOBQuRUREpNWcP3+epKQkzGYz48aNIzk5GVdXVxYuXMhbb71lV282m+nVqxd+fn4A7Ny5kzlz5vDFF18wY8YM4uPjOXXqFNOnT+f48eN24w8dOoTVamXEiBEAvPTSS6xbtw5vb2+Sk5OZPHkylZWVzJkzh6ysrBbX3NjYSGpqKoWFhQ68Ercu17ZegIiIiHQcGRkZVFdXk5mZSUBAAADR0dEkJiayceNGoqOj8fDwMOpNJhMhISEAVFZWsnr1agYMGMD69ev5yU9+AsDIkSN57LHHeP3113nllVds5jObzfj7++Pj48OxY8fYtWsXo0eP5sUXXzRqJkyYwKRJk0hPT2fMmDF06tTJ6KuoqCA1NZX8/Pybdk1uNdq5FBERkVbj5ORESEiIESwBXFxcCAoKwmq1UlpaarRXVVVRVFREaGgoALt378ZqtfLkk08awRLgX/7lX3jyyScZPny43Xxms9kIpwcOHACaw+Q3eXh4EBERwcWLFzl16pTRvnv3bh555BGOHz9OYmLijZ98B6GdSxERkXbELW1WWy/hmr56/vc3fIzU1NQW20+ePImzszO+vr5Gm8lkws3NjSFDhgCQl5eHh4cHd999N9D8HGRDQwM/+clPeOyxx+yO+dlnn3H27FkjXMbGxhIeHs4dd9xhV3vhwgWgOeheUVhYSGhoKI8//jguLi5s3rz5h510B6NwKSIi0o64FNs/N3irqqmp4cyZM2zfvp28vDxiY2Px9vY2+s1mM0FBQXTu3BmA06dPc/vtt/O3v/2NV155hby8PBobG+nbty9PPPGEscN5hclkolu3bgwePBho3qH09/e3W0dZWRn79u2je/fu9O3b12ifNWuWMXd5ebnDz/9WpdviIiIi0ibS0tJITExk9+7dBAQEMHnyZKOvoaGBgwcPGruOABcvXuTixYtMmzYNT09PXnzxRZ5++mkuX77MvHnz2Ldvn83xTSYTw4cPt9mNvFpNTQ0LFiygrq6OqVOn4ur6j323K8FSvh+FSxEREWkTDz30ECtXrmTKlCkUFRWRkJBgfHLoyJEjXL582SZc1tfXU1lZyYMPPsjSpUsZOXIkMTExbNq0CTc3N1avXk1TUxMAVquV/Px8m/FX++KLL0hOTubTTz9l1KhRPProozf3hDsIhUsRERFpE2FhYURERDBjxgyWLVtGZWUlmZmZQPMt8d69e9OzZ0+j/spLPFc/X9mjRw/Cw8M5f/48p0+fBpqfz6yrqzM+QXS1s2fPkpSUREFBAffffz9paWk4OTndhLPsePTMpYiISDvS2HdgWy+hTYSFheHu7s6JEyeA5lvaVz9D6evry9/+9jduu+02u/FX2mpqaoDmcDpgwAC8vLzsao8dO8b8+fOxWCzExsYyZ84cnJ213+YoCpciIiLtiCPeyG6vLBYLU6dOxd/fn+XLl9v01dfXU1dXR5cuXaioqKCkpISUlBSbmoCAAP72t79RVFTEXXfdZdP32WefARg7nWazmbFjx9qt4ejRoyQnJ1NbW8tTTz1FbGysI09R0G1xERERaSWenp64urqyf/9+iouLbfq2bNlCfX09kZGRmEwm3N3dCQwMtKl56KGHANi4cSONjY1Ge3FxMf/3f//HPffcg7e3N6dPn6a8vNzulnhVVRUpKSlYrVZeeOEFBcubRDuXIiIi0mqeeeYZkpOTmTlzJjExMXh5eZGXl0d2djZ33303cXFxPPfccwwbNszmzW2Au+++m0mTJvH2228zbdo0HnjgAS5cuMC2bdvo0qUL8+fPB5pvqXt6ejJo0CCb8Zs2bcJisRAQEEBTUxN79uyxW19wcHCLt93lu1O4FBERkVYzZMgQMjMz2bBhA9u2bcNqteLn58f06dNJSEjAycmJvLw85s6d2+L4J598kn79+rF9+3bWrVvHT37yE4YNG8aMGTP4+c9/DkBOTg733nuv3XOUubm5ABQUFFBQUNDi8TMyMhQub5CTxWJpautFiIiIdBRVVVX4+Pi09TLkR649/x3pmUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRjXtl6AiIiIdCxlZWW8/vrr5Ofnc/HiRfr160dcXBz333+/XW1+fj7Tp0/n/fffZ9asWZw7d+66x/7ggw/46U9/avy7rq6OUaNGMX/+fMaNG0dDQwPbtm0jKyuLs2fP4urqyoABA/j3f/93RowYcc3jNjQ0kJiYSP/+/UlNTf3hJ98BKFyKiIhIqzl//jxJSUnU19fz2GOP4eXlxYcffsjChQupqKggISHBpt5sNtOrVy/8/PyYO3cuX331ld0xT5w4wbvvvktAQAA9evSw6Tt06BBWq9UIji+99BK7du1i+PDhREdH89VXX7Fz507mzJnD4sWLiYqKsjt+Y2MjqampFBYW0r9/fwdejVuTwqWIiIi0moyMDKqrq8nMzCQgIACA6OhoEhMT2bhxI9HR0Xh4eBj1JpOJkJAQACIjI+2Od/nyZTZt2oSnpye//e1vcXW1jTZmsxl/f398fHw4duwYu3btYvTo0bz44otGzYQJE5g0aRLp6emMGTOGTp06GX0VFRWkpqaSn5/vyMtwS9MzlyIiItJqnJycCAkJMYIlgIuLC0FBQVitVkpLS432qqoqioqKCA0NvebxMjIyOHv2LHPmzMHX19eu32w2G+H0wIEDQHOY/CYPDw8iIiK4ePEip06dMtp3797NI488wvHjx0lMTPxB59sRaedSRESkHfkqb05bL+Ga3ILSb/gY13pe8eTJkzg7O9sERJPJhJubG0OGDGlxTElJCTt27CAwMJCxY8fa9X/22WecPXvWCJexsbGEh4dzxx132NVeuHABaA66VxQWFhIaGsrjjz+Oi4sLmzdv/s7n2ZEpXIqIiLQjX1/8tK2X0Gpqamo4c+YM27dvJy8vj9jYWLy9vY1+s9lMUFAQnTt3bnH8hg0baGxs5Iknnmix32Qy0a1bNwYPHgw071D6+/vb1ZWVlbFv3z66d+9O3759jfZZs2YZc5eXl//g8+xoFC5FRESkTaSlpbFv3z4AAgICmDx5stHX0NDAwYMHrxkcz507x759+7jnnnu46667WqwxmUwMHz7cZjfyajU1NSxYsIC6ujpmz55t88zmtUKtXJ+euRQREZE28dBDD7Fy5UqmTJlCUVERCQkJlJWVAXDkyBEuX75s3NK+2vvvv09jYyO//vWvW+y3Wq3k5+dfczzAF198QXJyMp9++imjRo3i0UcfvfGTEoVLERERaRthYWFEREQwY8YMli1bRmVlJZmZmUDzLfHevXvTs2fPFsdmZ2fj5eVFcHBwi/15eXnU1dVd89uVZ8+eJSkpiYKCAu6//37S0tJwcnJyzIl1cLotLiIi0o44dxvQ1ktoE2FhYbi7u3PixAmg+Zb2td4SP336NGfOnOHRRx+95i1vs9nMgAED8PLysus7duwY8+fPx2KxEBsby5w5c3B21n6boyhcioiItCOOeCO7vbJYLEydOhV/f3+WL19u01dfX09dXR1dunShoqKCkpISUlJSWjzOlW9O3nvvvdecy2w2t/gG+dGjR0lOTqa2tpannnqK2NjYGzgjaYliuoiIiLQKT09PXF1d2b9/P8XFxTZ9W7Zsob6+nsjISEwmE+7u7gQGBrZ4nCu7m3feeWeL/adPn6a8vNzulnhVVRUpKSlYrVZeeOEFBcubRDuXIiIi0mqeeeYZkpOTmTlzJjExMXh5eZGXl0d2djZ33303cXFxPPfccwwbNszu13auKC0tpUuXLtx2220t9ptMJjw9PRk0aJBN+6ZNm7BYLAQEBNDU1MSePXvsxgYHB1/zuPLdKFyKiIhIqxkyZAiZmZls2LCBbdu2YbVa8fPzY/r06SQkJODk5EReXh5z58695jEsFovNT0ReLScnh3vvvdfuOcrc3FwACgoKKCgoaHFsRkaGwuUNcrJYLE1tvQgREZGOoqqqCh8fn7ZehvzItee/Iz1zKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiraqsrIzFixcTFRVFeHg4U6ZM4aOPPmqxNj8/n+DgYMrKygC4fPkya9asYdy4cYSEhBAVFcXKlSupqalpcXxdXR3h4eHs2rULgIaGBt5++23i4uK47777iIyMZMaMGeTk5Fx3zQ0NDcTHx7NkyZIbOPOOwbWtFyAiIiIdx/nz50lKSqK+vp7HHnsMLy8vPvzwQxYuXEhFRQUJCQk29WazmV69euHn50dDQwNPPPEEf/3rXxk9ejRDhw7lxIkT7Nixg6NHj5KZmUmXLl1sxh86dAir1cqIESMAeOmll9i1axfDhw8nOjqar776ip07dzJnzhwj8F6tsbGR1NRUCgsL6d+//827OLcIhUsRERFpNRkZGVRXV5OZmUlAQAAA0dHRJCYmsnHjRqKjo/Hw8DDqTSYTISEhAPy///f/+Otf/8rDDz/Ms88+a9T4+vqyYcMG/vznP/Pwww/bzGc2m/H398fHx4djx46xa9cuRo8ezYsvvmjUTJgwgUmTJpGens6YMWPo1KmT0VdRUUFqair5+fk35XrcihQuRURE2pENf05r6yVc07QHn7/hYzg5ORESEmIESwAXFxeCgoI4efIkpaWlDBo0CICqqiqKiop48sknAThz5gwA9913n80xIyMj2bBhAydPnrSbz2w2M3LkSAAOHDgANIfJb/Lw8CAiIoJ3332XU6dOMXDgQAB2797Nb3/7WwASExPZvHnzjZ5+h6BwKSIi0o6crSpu6yXcVKmpqS22nzx5EmdnZ3x9fY02k8mEm5sbQ4YMAeCOO+4A4G9/+5tNwCwtLQWgR48eNsf87LPPOHv2rLHzGRsbS3h4uHGcb7pw4QLQHHSvKCwsJDQ0lMcffxwXFxeFy+9I4VJERETaRE1NDWfOnGH79u3k5eURGxuLt7e30W82mwkKCqJz584AhIeHExERwZtvvom3tzdDhgyhqKiINWvW0KNHD8aPH29zfJPJRLdu3Rg8eDDQvEPp7+9vt46ysjL27dtH9+7d6du3r9E+a9YsY+7y8nKHn/+tSuFSRERE2kRaWhr79u0DICAggMmTJxt9DQ0NHDx4kCeeeMJoc3Fx4Te/+Q1nzpzhhRdeMNq9vLzIyMiwCabQHC6HDx9usxt5tZqaGhYsWEBdXR2zZ8/G1fUf0ehKsJTvR58iEhERkTbx0EMPsXLlSqZMmUJRUREJCQnGJ4eOHDnC5cuXjVva0Pzm95QpU6isrGT69OmsXLmS2bNn8/XXXzN9+nQKCwuNWqvVSn5+vs34q33xxRckJyfz6aefMmrUKB599NGbd7IdiHYuRURE2pF/8en77UW3iLCwMAAiIiIYNGgQ8+bNIzMzk+effx6z2Uzv3r3p2bOnUZ+RkUFDQwMZGRnGrW5ovl0eHx/PsmXL+MMf/gBAXl4edXV1xieIrnb27Fnmzp3LmTNnuP/++1myZAlOTk438Ww7DoVLERGRdsQRb2T/GIWFheHu7s6JEyeA5lvaoaGhNjWnTp3i5z//uU2whOYXfYYOHUpOTg41NTV4eHhgNpsZMGAAXl5ednMdO3aM+fPnY7FYiI2NZc6cOTg762auo+hKioiISKuwWCzExMTw3HPP2fXV19dTV1dHly5dqKiooKSkxO6WdqdOnfj6669bPPaV9qamJqD5ZaCrwynA0aNHmT17NhcvXuSpp57iqaeeUrB0MF1NERERaRWenp64urqyf/9+iottP7m0ZcsW6uvriYyMxGQy4e7uTmBgoE1NaGgop0+ftvupxlOnTpGfn8/AgQP5p3/6J06fPk15ebndLfGqqipSUlKwWq288MILxMbG3pTz7Oh0W1xERERazTPPPENycjIzZ84kJiYGLy8v8vLyyM7O5u677yYuLo7nnnuOYcOG2by5DfD4449z+PBhUlJSGD9+PP379+fs2bP853/+J66urjzzzDNA8y11T09P42PsV2zatAmLxUJAQABNTU3s2bPHbn3BwcHcdtttN+8CdAAKlyIiItJqhgwZQmZmJhs2bGDbtm1YrVb8/PyYPn06CQkJODk5kZeXx9y5c+3G9ujRg82bN7Np0yb279/Pf/7nf9K9e3dCQ0P5zW9+Y3wcPScnh3vvvdfudndubi4ABQUFFBQUtLi+jIwMhcsb5GSxWJraehEiIiIdRVVVFT4+Pm29DPmRa89/R3rmUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkRERFpVWVkZixcvJioqivDwcKZMmcJHH33UYm1+fj7BwcGUlZUB8MUXX7BixQrGjh1LWFgYEydOZNu2bXz99dctjq+rqyM8PJxdu3YB0NDQwNtvv01cXBz33XcfkZGRzJgxg5ycnOuuuaGhgfj4eJYsWXIDZ94xKFyKiIhIqzl//jxJSUmYzWbGjRtHcnIyrq6uLFy4kLfeesuu3mw206tXL/z8/Lh06RK/+c1veO+99wgICODJJ58kICCAtWvXsmDBApqamuzGHzp0CKvVyogRIwB46aWXWLduHd7e3iQnJzN58mQqKyuZM2cOWVlZLa65sbGR1NRUCgsLHXsxblGubb0AERER6TgyMjKorq4mMzOTgIAAAKKjo0lMTGTjxo1ER0fj4eFh1JtMJkJCQgB48803OX36NL/+9a954oknjBp/f39WrFjB7t27efDBB23mM5vN+Pv74+Pjw7Fjx9i1axejR4/mxRdfNGomTJjApEmTSE9PZ8yYMXTq1Mnoq6ioIDU1lfz8/JtyPW5F2rkUERGRVuPk5ERISIgRLAFcXFwICgrCarVSWlpqtFdVVVFUVERoaCgA//u//0vXrl2ZOnWqzTEffvhhunfvzvvvv283n9lsNsLpgQMHgOYw+U0eHh5ERERw8eJFTp06ZbTv3r2bRx55hOPHj5OYmHhjJ96BaOdSRESkHdm5c2dbL+Gaxo8ff8PHSE1NbbH95MmTODs74+vra7SZTCbc3NwYMmQI0HxLvV+/fvzkJz+xGevs7Iyfnx+ffvopTU1NODk5AfDZZ59x9uxZI1zGxsYSHh7OHXfcYTf/hQsXgOage0VhYSGhoaE8/vjjuLi4sHnz5h9+4h2IwqWIiEg7UllZ2dZLaDU1NTWcOXOG7du3k5eXR2xsLN7e3ka/2WwmKCiIzp07A9C1a1cuX77c4rEsFgt1dXV88cUXeHp6As3htFu3bgwePBho3qH09/e3G1tWVsa+ffvo3r07ffv2NdpnzZplzF1eXu6Qc+4IdFtcRERE2kRaWhqJiYns3r2bgIAAJk+ebPQ1NDRw8OBBY9cR4K677uKzzz7jr3/9q81xjh8/zrlz5wCora012k0mE8OHD7fZjbxaTU0NCxYsoK6ujqlTp+Lq+o99tyvBUr4fhUsRERFpEw899BArV65kypQpFBUVkZCQYHxy6MiRI1y+fNkmXCYlJeHs7MzTTz/Nf//3f1NeXs7+/ft59tln6datG/CP29pWq5X8/Hyb8Vf74osvSE5O5tNPP2XUqFE8+uijN/FsOw6FSxEREWkTYWFhREREMGPGDJYtW0ZlZSWZmZlA8y3x3r1707NnT6N+0KBBrFy5EoDnnnuOX/3qVzz//PM8/PDDREZGAhghMy8vj7q6OuMTRFc7e/YsSUlJFBQUcP/995OWlmY8qyk3Rs9cioiItCM9evRo6yW0ibCwMNzd3Tlx4gTQfEv7ylvi33Tfffexc+dOTp06RUNDA/369cPNzY3p06fj6+tr3Mo2m80MGDAALy8vu2McO3aM+fPnY7FYiI2NZc6cOTg7a7/NURQuRURE2hFHvJHdXlksFqZOnYq/vz/Lly+36auvr6euro4uXbpQUVFBSUkJKSkpNjWHDx/m9OnTPPzww9x5551G+8WLFykoKGDUqFFGm9lsZuzYsXZrOHr0KMnJydTW1vLUU08RGxvr4LMUxXQRERFpFZ6enri6urJ//36Ki4tt+rZs2UJ9fT2RkZGYTCbc3d0JDAy0qcnLy+Oll17i4MGDRltTUxO/+93vaGhoYNKkSQCcPn2a8vJyu1viVVVVpKSkYLVaeeGFFxQsbxLtXIqIiEireeaZZ0hOTmbmzJnExMTg5eVFXl4e2dnZ3H333cTFxfHcc88xbNgwmze3oflj6e+//z4LFy7ksccew8vLi/3792M2m40dUWi+pe7p6cmgQYNsxm/atAmLxUJAQABNTU3s2bPHbn3BwcHcdtttN+8CdAAKlyIiItJqhgwZQmZmJhs2bGDbtm1YrVb8/PyYPn06CQkJODk5kZeXx9y5c+3Gent7s379ejIyMviP//gPamtr6d27N8uWLeP+++836nJycrj33nvtnqPMzc0FoKCggIKCghbXl5GRoXB5g5wsFov9r7yLiIjITVFVVYWPj09bL0N+5Nrz35GeuRQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERkVZVVlbG4sWLiYqKIjw8nClTpvDRRx+1WJufn09wcDBlZWV2fZcuXSIqKooNGza0ONZqtbJ+/XoefvhhwsLCiImJYcuWLTQ2NrZYf/78eYKDgzl48KAxPiMjgwkTJhASEsLIkSOZO3cuBQUF1z2/b1vXrc61rRcgIiIiHcf58+dJSkqivr6exx57DC8vLz788EMWLlxIRUUFCQkJNvVms5levXrh5+dn0261Wpk/fz6VlZUtzvP111/z7LPPkpOTw0MPPcSgQYPIzc3llVde4cyZMzz33HN2Y0wmE127diUwMJCmpiZSUlLIzc1l5MiRxMXFUV1dzY4dO5g2bRrp6ekEBwfbHePb1tURKFyKiIhIq8nIyKC6uprMzEwCAgIAiI6OJjExkY0bNxIdHY2Hh4dRbzKZCAkJsTlGcXExixYtori4+Jrz/M///A9ms5nHH3+cf//3fzfm+e1vf8v777/PuHHjjPmvMJvNDBs2jE6dOrF3715yc3NJTExk1qxZRs24ceOIi4tj9erVbNu27XuvqyPQbXERERFpNU5OToSEhNgEOxcXF4KCgrBarZSWlhrtVVVVFBUVERoaarRt3ryZ+Ph4qqqqmDhx4jXn+fOf/0ynTp149NFHbdp//etfA5CVlWXTXl9fT15enjHXgQMHAJgwYYJNna+vL0OHDqWkpASLxfK919URaOdSRESkHdn2q7fbegnX9NgHk274GKmpqS22nzx5EmdnZ3x9fY02k8mEm5sbQ4YMsamLiopi+vTplJaW8s4777R4vIKCAvr27Yubm5tNu5+fH//8z//MX//6V5v2/Px8vvzyS0aMGAHA7NmziYmJoUePHnbHvnDhAgDOzv/Yo/uu6+oIFC5FRETakYr8c229hFZTU1PDmTNn2L59O3l5ecTGxuLt7W30m81mgoKC6Ny5s9G2ZMkS49/f3OX8JqvVysWLF21C6Tf16NGD8vJymzaTyUS/fv2McOvp6Ymnp6fd2KNHj1JQUED//v3p1q3b91pXR6FwKSIiIm0iLS2Nffv2ARAQEMDkyZONvoaGBg4ePMgTTzxhM+abQfNaampqAOjatWuL/T/5yU/46quvbNrMZjMRERHXPW5lZSXPP/88ANOmTfve6+oo9MyliIiItImHHnqIlStXMmXKFIqKikhISDA+OXTkyBEuX75s9zLPd9HU1GTz/y31u7i4GP8uKyujtLT0unOVl5czc+ZMzp07R3x8/LcG0Y5M4VJERETaRFhYGBEREcyYMYNly5ZRWVlJZmYm0LyT2Lt3b3r27Pm9j3tlx9JqtbbYb7VacXd3N/5tNpvx8PDgrrvuarH++PHjJCUlcfbsWSZNmkRycvL3XlNHotviIiIi7cjtQ75/mLoVhIWF4e7uzokTJ4DmZyC/+Zb49+Hu7o6np+c1vzVZWVlpE1rNZjPBwcG4utrHov3797N48WJqa2tJTk4mPj7+B62pI1G4FBERaUcc8UZ2e2WxWJg6dSr+/v4sX77cpq++vp66ujq6dOlCRUUFJSUlpKSk/OC5Bg0aRF5eHlarlZ/85CdGe1lZGRaLhTFjxgBQW1vLoUOHWpwrOzubhQsX4uLiwvLlyxk5cuQPXk9HotviIiIi0io8PT1xdXVl//79dh8a37JlC/X19URGRmIymXB3dycwMPAHz/XLX/6S2tpauw+d//GPfwQgKioKgMOHD1NbW2t8guiKU6dOkZqaiqurK+vWrVOw/B60cykiIiKt5plnniE5OZmZM2cSExODl5cXeXl5ZGdnc/fddxMXF8dzzz3HsGHDWrxN/V2NHj2anTt38vvf/57y8nIGDhzIJ598wv/8z//wyCOP8Itf/AJovv3u7+9v8wkkgFdeeYXa2lpCQ0OprKxkz549dnNERkbafUdTFC5FRESkFQ0ZMoTMzEw2bNjAtm3bsFqt+Pn5MX36dBISEnByciIvL4+5c+fe0DxOTk6sXr2ajRs38uGHH/LnP/+Zn/70p8ydO5fHHnvMqMvJyWHUqFE2YxsaGjh8+DDQHD5NJlOLc3zwwQcKly1wslgsLb+nLyIiIg5XVVWFj49PWy9DfuTa89+RnrkUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQREZFWVVZWxuLFi4mKiiI8PJwpU6bw0UcftVibn59PcHAwZWVldn2XLl0iKiqKDRs2XHe+FStWMH78+OvWLF26lGnTptnM++STTzJy5EhCQ0OZMGECGzZsoK6u7rrHeeuttwgODr5uza3Ota0XICIiIh3H+fPnSUpKor6+nsceewwvLy8+/PBDFi5cSEVFBQkJCTb1ZrOZXr164efnZ9NutVqZP38+lZWV151v+/btvPfee/Ts2fO6dZ988gmPPPIIAIcPH+bxxx/Hy8uLiRMn0r17dw4cOMCmTZs4duwYr7zyCs7O9vtz+/bt4/e///13uQy3NIVLERERaTUZGRlUV1eTmZlJQEAAANHR0SQmJrJx40aio6Px8PAw6k0mEyEhITbHKC4uZtGiRRQXF19zHqvVyiuvvMJ77733rWs6efIkVVVVxjzLly/H3d2dP/zhD3h7ewMQExPD2rVr2bp1K9nZ2YwaNcoY39DQwB/+8Ac2bdpEY2Pjd78YtyjdFhcREZFW4+TkREhIiBEsAVxcXAgKCsJqtVJaWmq0V1VVUVRURGhoqNG2efNm4uPjqaqqYuLEiS3OcerUKR5++GHee+89oqOj6dGjx3XXZDab8fHxwd/fn/Pnz3PmzBkiIiKMYHnFgw8+CDTfMv/mGh977DHWr1/Pfffdx4ABA777xbhFaedSRESkHbk/6/q3edvSR1HXD2nfRWpqaovtJ0+exNnZGV9fX6PNZDLh5ubGkCFDbOqioqKYPn06paWlvPPOO3bHKisrw8fHhyVLljBs2LBvfd7SbDYzYsQIAG677Tbee+89unTpYlf397//HcDmlnh1dTXOzs4sX76cUaNGMWPGjOvO1REoXIqIiLQjB6vq23oJraampoYzZ86wfft28vLyiI2NtdktNJvNBAUF0blzZ6NtyZIlxr+/ucv5TSEhIURGRn6nNVy8eJGCggJjF9TV1ZVevXq1WPv2228DcM899xhtffr0Yfv27Tg5OX2n+ToChUsRERFpE2lpaezbtw+AgIAAJk+ebPQ1NDRw8OBBnnjiCZsx3wya1/Jdaq745JNPcHJy+tY3vDMzMzlw4AADBgwgPDzcaHd1VZS6mp65FBERkTbx0EMPsXLlSqZMmUJRUREJCQnGJ4eOHDnC5cuX7V7mcTSz2czdd9+Nu7v7NWsyMzNZv349Xl5e/Pa3v23xTXH5B10dERERaRNhYWFEREQwY8YMli1bRmVlJZmZmUBz6Ovdu/e3fkLoRjQ1NfHJJ59cM8A2NDTw29/+lvXr19OjRw8yMjLsPokk9rSXKyIi0o4M8+nU1ktoE2FhYbi7u3PixAmg+WWeb74lfjOcOHGCCxcutBguv/zySxYsWEBOTg59+vQhPT2d22+//aau51ahcCkiItKOOOKN7PbKYrEwdepU/P39Wb58uU1ffX09dXV1dOnShYqKCkpKSkhJSbmp6zGbzdx+++307dvXpv2rr77iySef5OjRowQFBbFixQqbb2/K9em2uIiIiLQKT09PXF1d2b9/v90H0Lds2UJ9fT2RkZGYTCbc3d0JDAy8qev55ieIvmnZsmUcPXqUsLAw1q1bp2D5PWnnUkRERFrNM888Q3JyMjNnziQmJgYvLy/y8vLIzs7m7rvvJi4ujueee45hw4bd1DexLRYLx48fJzEx0ab92LFjfPjhh3Tq1IkRI0bw3//933Zj/fz8uOuuu27a2n7sFC5FRESk1QwZMoTMzEw2bNjAtm3bsFqt+Pn5MX36dBISEnByciIvL4+5c+fe1HV88sknuLi4MGzYMJv2AwcOAM236VesWNHi2AcffFDh8jqcLBZLU1svQkREpKOoqqrCx8enrZchP3Lt+e9Iz1yKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIhIqyorK2Px4sVERUURHh7OlClT+Oijj1qszc/PJzg4mLKyMru+S5cuERUVxYYNG1oce+7cOZYsWcLYsWMZMWIEY8eOZenSpVRVVbVYf/78eYKDgzl48CAAVquVjIwMJkyYQEhICCNHjmTu3LkUFBRc9/y+bV23Ote2XoCIiIh0HOfPnycpKYn6+noee+wxvLy8+PDDD1m4cCEVFRUkJCTY1JvNZnr16oWfn59Nu9VqZf78+VRWVrY4T3V1NUlJSVy6dIno6Gh+/vOfU1xczAcffEBubi6bN2/G29vbZozJZKJr164EBgbS1NRESkoKubm5jBw5kri4OKqrq9mxYwfTpk0jPT2d4OBgu3m/bV0dgcKliIiItJqMjAyqq6vJzMwkICAAgOjoaBITE9m4cSPR0dF4eHgY9SaTiZCQEJtjFBcXs2jRIoqLi685z+uvv87nn3/OunXrGDFihNE+fPhw5s+fzxtvvMHTTz9tM8ZsNjNs2DA6derE3r17yc3NJTExkVmzZhk148aNIy4ujtWrV7Nt27bvva6OQLfFRUREpNU4OTkREhJiBEsAFxcXgoKCsFqtlJaWGu1VVVUUFRURGhpqtG3evJn4+HiqqqqYOHHiNefJzc39/+z9f1TU553//9/5oRahhlKVWlJbf9HEUgULdIXlR9+YpJ4iCQvvKgqforggNpK4Sq0/kKN5624l/myyRg2N2bq6uIcT+66p1eyblX3vawwygn6XalFYghaEIZVp/JEZh8j3D49TpzOaqPMGIo/bOTk5Xtf1uq7nzOGPx7ler9c1hIWFuQRLgMTERIKCgqirq3NpdzgcmM1m51onT54EICMjw2VcaGgo06ZNo6WlBavV+sB1DQbauRQRERlAAtYv/vRB/eTjtf/4yHOUlpZ6bG9sbMTX15fQ0FBnm2EYBAQEEBUV5TIuNTWVgoICWltb2b9/v8f5du3axY0bN9zaP/74Yz7++GN8fV331+rr67lx44YzjC5ZsoTMzExGjx7tNseVK1cAXOb4rHUNBgqXIiIiA4hf89n+LqHPXLt2jYsXL3Lw4EHMZjNz5sxxeQ7SZDIRHR3N0KFDnW3r1q1z/vvuXc6/dHdIvduBAwf45JNPiI6Odmk3DIOJEyc6rwsODiY4ONjt+jNnztDQ0MCkSZMYMWLEA9c1GChcioiISL9Yv349x48fByAiIoL58+c7+3p6eqitreXFF190uebuoPmgamtrKS8vJzAwkHnz5rn0mUwmkpKS7nu9xWJh7dq1AOTn53utrseNnrkUERGRfjFr1izKyspYsGABTU1N5OTkOI8cOn36NNevX3d7medhvf/++yxbtoxbt26xbt06l53NtrY2Wltb77tWe3s7hYWFXL58mezs7E8NooOZwqWIiIj0i4SEBJKSkli0aBEbNmzAYrFQXl4O3N5JHDduHGPGjHnkdf73//7f/N3f/R2ffPIJ/+t//S8SExNd+k0mE0FBQUyZMsXj9WfPniUvL49Lly4xb948ioqKHrmmx5lui4uIiAwgn0yY3N8l9IuEhAQCAwM5d+4ccPsZyLvfEn9YO3fu5K233iIoKIif/exnxMTEuI0xmUzExsbi7+8ei6qrqykpKcFut1NUVER2dvYj1/S4U7gUEREZQLzxRvZAZbVaWbhwIeHh4WzcuNGlz+FwcPPmTYYNG0ZHRwctLS0UFxc/0npbtmzhX/7lX/jKV77C1q1bmTBhgtsYu93OqVOnPK5VVVXF6tWr8fPzY+PGjaSkpDxSPYOFbouLiIhInwgODsbf35/q6mq3g8b37duHw+EgOTkZwzAIDAwkMjLyodd65513+Jd/+ReefPJJ3nzzTY/BEqCurg673e52HuaFCxcoLS3F39+f7du3K1g+AO1cioiISJ9ZsWIFRUVFFBYWkpmZSUhICGazmaqqKqZOnUpWVharVq0iJibG423qz+Ljjz/m9ddfByA5OZlTp065jQkICHAG2fDwcLefgtyxYwd2u534+HgsFgtHjhxxmyM5OZmAgICHqvFxpnApIiIifSYqKory8nJ2795NRUUFNpuNsLAwCgoKyMnJwcfHB7PZzNKlSx96jXPnzvHRRx8Bt3dEPRkzZgzJycmcOHGCGTNmuPT19PQ4f8HHMAwMw/A4x6FDhxQuPfCxWq29/V2EiIjIYNHV1cWoUaP6uwz5nBvIf0d65lJEREREvEbhUkRERES8RuFSRERERLxG4VJEREREvEbhUkRERES8RuFSRERERLxG4VJEREREvEbhUkRERES8RuFSRERERLxG4VJEREREvEbhUkRERES8RuFSRERERLxG4VJEREREvEbhUkRERPpUW1sbJSUlpKamkpiYyIIFC3jvvfc8jq2vryc2Npa2tja3vqtXr5Kamsru3bs9XnvlyhX+4R/+geeff56EhATmzp1LZWUlvb29Hsd3dnYSGxtLbW0tADabjZ07d5KRkUFcXBwpKSksXbqUhoaG+36+T6vrceff3wWIiIjI4NHZ2UleXh4Oh4PZs2cTEhLCsWPHWL16NR0dHeTk5LiMN5lMjB07lrCwMJd2m83G8uXLsVgsHte5du0aBQUFdHR0kJmZyZNPPsmJEyf42c9+RnNzMz/5yU/crjEMg+HDhxMZGUlvby/FxcXU1NSQkpJCVlYW3d3dVFZWkp+fz7Zt24iNjXWb49PqGgwULkVERKTP7Ny5k+7ubsrLy4mIiAAgPT2d3Nxc9uzZQ3p6OkFBQc7xhmEQFxfnMkdzczNr1qyhubn5nuvs37+f1tZWNmzYwDPPPANARkYGy5Yto7Kykjlz5jB27FiXa0wmEzExMQwZMoSjR49SU1NDbm4uixcvdo5JS0sjKyuLzZs3U1FR8cB1DQa6LS4iIiJ9xsfHh7i4OGewBPDz8yM6OhqbzUZra6uzvauri6amJuLj451te/fuJTs7m66uLubOnXvPdW7evMnkyZNJSUlxaf/ud79Lb28vjY2NLu0OhwOz2exc6+TJk8DtQHq30NBQpk2bRktLC1ar9YHrGgy0cykiIjKAfGx+ub9LuKeA6G2PPEdpaanH9sbGRnx9fQkNDXW2GYZBQEAAUVFRLuNSU1MpKCigtbWV/fv3e5zvxRdfvOc6AF/96ldd2uvr67lx4wbTp08HYMmSJWRmZjJ69Gi3Oa5cuQKAr++f9+g+a12DgcKliIjIAHLro9/3dwl95tq1a1y8eJGDBw9iNpuZM2cOI0eOdPabTCaio6MZOnSos23dunXOf9+9y3k/H3/8MW1tbfzmN7/h17/+NUlJSXzrW99yGWMYBhMnTnSG2+DgYIKDg93mOnPmDA0NDUyaNIkRI0Y8Ul2PK4VLERER6Rfr16/n+PHjAERERDB//nxnX09PD7W1tW47kHcHzc/qjTfe4MCBAwB87Wtf4+WXX3YbYzKZSEpKuu88FouFtWvXApCfn//IdT2u9MyliIiI9ItZs2ZRVlbGggULaGpqIicnx3nk0OnTp7l+/brbyzwP46//+q959dVX+fGPf8yf/vQnsrOzOXv2rLO/ra2N1tbW+67V3t5OYWEhly9fJjs7+1OD6GCmcCkiIiL9IiEhgaSkJBYtWsSGDRuwWCyUl5cDt3cSx40bx5gxYx55nZiYGBITE/nRj37E66+/js1m4+c//7mz32QyERQUxJQpUzxef/bsWfLy8rh06RLz5s2jqKjokWt6nOm2uIiIyADiO+Kp/i6hXyQkJBAYGMi5c+eA289A3v2WuLd885vfZNy4cc514Ha4jI2Nxd/fPRZVV1dTUlKC3W6nqKiI7Oxsr9f0uFG4FBERGUC88Ub2QGW1Wlm4cCHh4eFs3LjRpc/hcHDz5k2GDRtGR0cHLS0tFBcXP9Q6vb295OTkMHToUH7xi1+49V+/fp1hw4YBYLfbOXXqlMe1qqqqWL16NX5+fmzcuNHtWCPxTLfFRUREpE8EBwfj7+9PdXW120Hj+/btw+FwkJycjGEYBAYGEhkZ+VDr+Pj4MGrUKBoaGnj//fdd+n77299y+fJlkpOTAairq8NutzuPILrjwoULlJaW4u/vz/bt2xUsH4B2LkVERKTPrFixgqKiIgoLC8nMzCQkJASz2UxVVRVTp04lKyuLVatWERMT4/E29Wf18ssv81//9V+sWLGCjIwMnnzySX73u9/x7rvv8vWvf53CwkLg9u338PBwlyOQAHbs2IHdbic+Ph6LxcKRI0fc1khOTiYgIOCha3xcKVyKiIhIn4mKiqK8vJzdu3dTUVGBzWYjLCyMgoICcnJy8PHxwWw2s3Tp0kda5+tf/zpvv/02b7zxBocPH+bq1auEhoYyd+5cFixY4PyJyRMnTjBjxgyXa3t6eqirqwNuh0/DMDyucejQIYVLD3ysVmtvfxchIiIyWHR1dTFq1Kj+LkM+5wby35GeuRQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERkT7V1tZGSUkJqampJCYmsmDBAt577z2PY+vr64mNjaWtrc2t7+rVq6SmprJ79+7PtO6aNWuIjY2lvb3dY39nZyexsbHU1tYCYLPZ2LlzJxkZGcTFxZGSksLSpUtpaGi47zoPWtfjxr+/CxAREZHBo7Ozk7y8PBwOB7NnzyYkJIRjx46xevVqOjo6yMnJcRlvMpkYO3YsYWFhLu02m43ly5djsVg+07q/+c1vOHbs2H3HGIbB8OHDiYyMpLe3l+LiYmpqakhJSSErK4vu7m4qKyvJz89n27ZtxMbGus3xoHU9jhQuRUREpM/s3LmT7u5uysvLiYiIACA9PZ3c3Fz27NlDeno6QUFBzvGGYRAXF+cyR3NzM2vWrKG5ufkzrdne3k5ZWRlDhw7l5s2b9xxnMpmIiYlhyJAhHD16lJqaGnJzc1m8eLFzTFpaGllZWWzevJmKiopHqutxpdviIiIi0md8fHyIi4tzBksAPz8/oqOjsdlstLa2Otu7urpoamoiPj7e2bZ3716ys7Pp6upi7ty5n7reJ598QmlpKU8++STf+9737jnO4XBgNpuda508eRKAjIwMl3GhoaFMmzaNlpYWrFbrQ9f1ONPOpYiIyACy+931/V3CPeX/YO0jz1FaWuqxvbGxEV9fX0JDQ51thmEQEBBAVFSUy7jU1FQKCgpobW1l//79911v7969/P73v+ftt9/ml7/85T3H1dfXc+PGDaZPnw7AkiVLyMzMZPTo0W5jr1y5AoCv75/36B60rseZwqWIiMgAcqlr8NxSvXbtGhcvXuTgwYOYzWbmzJnDyJEjnf0mk4no6GiGDh3qbFu3bp3z33fvcnrS0NDAm2++ycsvv8z48ePvO9YwDCZOnOgMt8HBwQQHB7uNO3PmDA0NDUyaNIkRI0Y8VF2PO4VLERER6Rfr16/n+PHjAERERDB//nxnX09PD7W1tbz44osu19wdNO/nxo0blJaW8p3vfIcf/vCHnzreZDKRlJR03zEWi4W1a2/v3ubn5z9UXYOBnrkUERGRfjFr1izKyspYsGABTU1N5OTkOI8cOn36NNevX3d7meez2rx5M3/6059Yu3YtPj4+9x3b1tZGa2vrfddqb2+nsLCQy5cvk52d/alBdDBTuBQREZF+kZCQQFJSEosWLWLDhg1YLBbKy8uB2zuJ48aNY8yYMQ8877//+7/z61//mkWLFjF06FCsVitWqxWHwwHcPofy7pdxTCYTQUFBTJkyxeN8Z8+eJS8vj0uXLjFv3jyKiooe/MMOIrotLiIiMoB8bdSE/i6hXyQkJBAYGMi5c+eA289A3v2W+IP4j//4DwA2bdrEpk2b3PrvnKV5541wk8lEbGws/v7usai6upqSkhLsdjtFRUVkZ2c/VE2DicKliIjIAOKNN7IHKqvVysKFCwkPD2fjxo0ufQ6Hg5s3bzJs2DA6OjpoaWmhuLj4odbJyclh5syZbu2//OUvqampYf369YSEhABgt9s5deqUx7WqqqpYvXo1fn5+bNy4kZSUlIeqZ7BRuBQREZE+ERwcjL+/P9XV1TQ3NzNhwp93afft24fD4SA5ORnDMAgMDCQyMvKh1hk/frzHt8OPHDkCwJQpU/jqV78KQF1dHXa73XkE0R0XLlygtLQUf39/tm3bxne+852HqmUwUrgUERGRPrNixQqKioooLCwkMzOTkJAQzGYzVVVVTJ06laysLFatWkVMTIzH29TeZhgG4eHhLkcgAezYsQO73U58fDwWi8UZTO+WnJxMQEDA//MaP28ULkVERKTPREVFUV5ezu7du6moqMBmsxEWFkZBQQE5OTn4+PhgNptZunRpn9Rz4sQJZsyY4dLW09NDXV0dcDt8Gobh8dpDhw4pXHrgY7Vae/u7CBERkcGiq6uLUaNG9XcZ8jk3kP+OdBSRiIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIj0qba2NkpKSkhNTSUxMZEFCxbw3nvveRxbX19PbGwsbW1tbn1Xr14lNTWV3bt3e7y2vLyc2NhYj/95uqazs5PY2Fhqa2sBsNls7Ny5k4yMDOLi4khJSWHp0qU0NDTc9/N9Wl2PO//+LkBEREQGj87OTvLy8nA4HMyePZuQkBCOHTvG6tWr6ejoICcnx2W8yWRi7NixhIWFubTbbDaWL1+OxWK551pNTU0EBATw05/+1K1v4sSJbm2GYTB8+HAiIyPp7e2luLiYmpoaUlJSyMrKoru7m8rKSvLz89m2bRuxsbFuc3yWuh53CpciIiLSZ3bu3El3dzfl5eVEREQAkJ6eTm5uLnv27CE9PZ2goCDneMMwiIuLc5mjubmZNWvW0NzcfN+1Lly4wPjx45k5c+Znqs1kMhETE8OQIUM4evQoNTU15ObmsnjxYueYtLQ0srKy2Lx5MxUVFQ9V1+NOt8VFRESkz/j4+BAXF+cMlgB+fn5ER0djs9lobW11tnd1ddHU1ER8fLyzbe/evWRnZ9PV1cXcuXPvuY7NZuMPf/gD48eP/0x1ORwOzGazc62TJ08CkJGR4TIuNDSUadOm0dLSgtVqfeC6BgPtXIqIiAwgv/rVr/q7hHt6/vnnH3mO0tJSj+2NjY34+voSGhrqbDMMg4CAAKKiolzGpaamUlBQQGtrK/v37/c4X3NzM7du3WLChAkA2O12/Pz88Pf3HH3q6+u5ceMG06dPB2DJkiVkZmYyevRot7FXrlwBwNf3z3t0n7WuwUDhUkREZAAZTM/qXbt2jYsXL3Lw4EHMZjNz5sxh5MiRzn6TyUR0dDRDhw51tq1bt87577t3Of/ShQsXgNuh74c//CGtra34+voSGRnJyy+/zDe/+U2X8YZhMHHiRGe4DQ4OJjg42G3eM2fO0NDQwKRJkxgxYsQD1zUYKFyKiIhIv1i/fj3Hjx8HICIigvnz5zv7enp6qK2t5cUXX3S55u6geT93wuXp06eZO3cuY8aM4fz58/zzP/8zf/u3f8sbb7zB5MmTneNNJhNJSUn3ndNisbB27VoA8vPzH6quwUDhUkRERPrFrFmz+MEPfsC5c+fYv38/OTk57Nq1i7CwME6fPs3169fdXub5rP7qr/6KwMBA5s6d69yBTExMJC4ujry8PLZs2cKbb74J3D4aqbW19b5rtbe3s2TJEi5fvkx2dvanBtHBTOFSRERE+kVCQgIASUlJfOtb32LZsmWUl5ezdu1aTCYT48aNY8yYMQ8995357zZ58mS+/e1vc+bMGa5fv05gYCAmk4mgoCCmTJnica6zZ8+ybNky/vjHPzJv3jyKiooeqqbBQuFSRERkAPH0AslgkJCQQGBgIOfOnQNuPwN591vi3hQSEkJvby8ff/yxM1zGxsZ6fNmnurqakpIS7HY7RUVFZGdn/z+p6XGicCkiIjKAeOON7IHKarWycOFCwsPD2bhxo0ufw+Hg5s2bDBs2jI6ODlpaWiguLn6odXp7e53Pb+7du9etv6WlhcDAQL70pS9ht9s5deqUx7WqqqpYvXo1fn5+bNy4kZSUlIeqZ7DROZciIiLSJ4KDg/H396e6utrtoPF9+/bhcDhITk7GMAwCAwOJjIx8qHV8fHx44oknOHv2LNXV1S597777Li0tLcycORM/Pz/q6uqw2+3OI4juuHDhAqWlpfj7+7N9+3YFywegnUsRERHpMytWrKCoqIjCwkIyMzMJCQnBbDZTVVXF1KlTycrKYtWqVcTExNzzTMrP4qWXXqKhoYE1a9aQnp7ON77xDX73u9/x7rvvMn78eAoLC4Hbt9/Dw8NdjkAC2LFjB3a7nfj4eCwWC0eOHHFbIzk5mYCAgIeu8XGlcCkiIiJ9JioqivLycnbv3k1FRQU2m42wsDAKCgrIycnBx8cHs9nM0qVLH2md8ePH8/bbb7Nr1y6OHj3K1atXGTVqFHPnzmX+/Pl88YtfBODEiRPMmDHD5dqenh7q6uqA2+HTMAyPaxw6dEjh0gMfq9Xa299FiIiIDBZdXV2MGjWqv8uQz7mB/HekZy5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRESkT7W1tVFSUkJqaiqJiYksWLCA9957z+PY+vp6YmNjaWtrc+u7evUqqamp7N69+55r/fa3v2XBggUkJiby/e9/n5/85Ce0trZ6HNvZ2UlsbCy1tbUA2Gw2du7cSUZGBnFxcaSkpLB06VIaGhru+/k+S12PM4VLERER6TOdnZ3k5eVhMplIS0ujqKgIf39/Vq9ezS9/+Uu38SaTibFjxxIWFubSbrPZWL58ORaL5Z5r7dq1i7Vr1zJkyBCKiop44YUXqK2tJS8vj/b2drfxhmEwfPhwIiMj6e3tpbi4mLfeeovw8HD+7u/+jjlz5nDu3Dny8/M5efKkxzU/S12PO//+LkBEREQGj507d9Ld3U15eTkREREApKenk5uby549e0hPTycoKMg53jAM4uLiXOZobm5mzZo1NDc333Od3//+97z11lskJCSwadMm/Pz8AIiNjWXRokW8/fbbrFy50uUak8lETEwMQ4YM4ejRo9TU1JCbm8vixYudY9LS0sjKymLz5s1UVFQ8cF2DgXYuRUREpM/4+PgQFxfnDJYAfn5+REdHY7PZXG5Zd3V10dTURHx8vLNt7969ZGdn09XVxdy5c++5zjvvvMOtW7dYtmyZM1gCTJs2jfz8fL71rW+5jHc4HJjNZudad3YmMzIyXMaFhoYybdo0WlpasFqtD1zXYKCdSxERkQGk4oV/7u8S7mn2oXmPPEdpaanH9sbGRnx9fQkNDXW2GYZBQEAAUVFRLuNSU1MpKCigtbWV/fv3e5zPbDYzYcIEvvrVrwK3w+OtW7cYNmwYCxcudBtfX1/PjRs3mD59OgBLliwhMzOT0aNHu429cuUKAL6+f96j+6x1DQYKlyIiIgNIR/3l/i6hz1y7do2LFy9y8OBBzGYzc+bMYeTIkc5+k8lEdHQ0Q4cOdbatW7fO+e97vZjjcDhoa2sjPj6euro6XnvtNX73u98BEBERwcsvv8y3v/1tl2sMw2DixInOcBscHExwcLDb3GfOnKGhoYFJkyYxYsSIB6prsNBtcREREekX69evJzc3l9/85jdEREQwf/58Z19PTw+1tbVuz1veHTTv5dq1a9y6dYsPPviAoqIinn76af7hH/6BJUuW0NraSmFhoTNs3mEymdzW+ksWi4W1a9cCkJ+f/8B1DRYKlyIiItIvZs2aRVlZGQsWLKCpqYmcnBznkUOnT5/m+vXrnxr4PLl58yYAly5dorCwkOLiYr73ve+RnZ3N66+/zieffMK2bduc49va2mhtbb3vWu3t7RQWFnL58mWys7NJSkp64LoGC4VLERER6RcJCQkkJSWxaNEiNmzYgMVioby8HLi9kzhu3DjGjBnzwPMGBAQAt18UyszMdOn75je/ybe//W3+f/+//x8ff/yxc62goCCmTJnicb6zZ8+Sl5fHpUuXmDdvHkVFRQ9c02CiZy5FREQGkK9EPXiYehwkJCQQGBjIuXPngNvPQN79lviD+OIXv0hgYCD+/v4MGzbMrf/LX/4yvb29XL9+nYCAAEwmE7Gxsfj7u8ei6upqSkpKsNvtFBUVkZ2d/VA1DSYKlyIiIgOIN97IHqisVisLFy4kPDycjRs3uvQ5HA5u3rzJsGHD6OjooKWlheLi4odax8fHh8mTJ2M2m7FYLG5vfP/hD38gICCAkJAQ7HY7p06d8rhWVVUVq1evxs/Pj40bN5KSkvJQ9Qw2ui0uIiIifSI4OBh/f3+qq6vdDhrft28fDoeD5ORkDMMgMDCQyMjIh15r1qxZ9Pb2smvXLpf2EydO0NjYSEpKCr6+vtTV1WG3251HEN1x4cIFSktL8ff3Z/v27QqWD0A7lyIiItJnVqxYQVFREYWFhWRmZhISEoLZbKaqqoqpU6eSlZXFqlWriImJ8Xib+rP6/ve/z/Hjx/n1r3/NH//4RxITE/nDH/7Av/7rvzJq1Cjnr+4YhkF4eLjLEUgAO3bswG63Ex8fj8Vi4ciRI25rJCcnO5/vlD9TuBQREZE+ExUVRXl5Obt376aiogKbzUZYWBgFBQXk5OTg4+OD2Wxm6dKlj7zWhg0bOHjwIL/61a/YsmULQUFBPPPMMxQWFjrD5IkTJ5gxY4bLdT09PdTV1QG3w6dhGB7nP3TokMKlBz5Wq7W3v4sQEREZLLq6uhg1alR/lyGfcwP570jPXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1/j3dwEiIiIyuLS1tfHGG29QX1/PRx99xMSJE8nKyuKZZ55xG1tfX09BQQHvvPMOYWFhLn1Xr14lKyuLtLQ08vPzXfpiY2M/tY6TJ0+6/Luzs5NZs2bx+uuvExMTg81m46233uLf/u3fuHz5MgEBAUyZMoW8vDwiIiLuOe/96hoMFC5FRESkz3R2dpKXl4fD4WD27NmEhIRw7NgxVq9eTUdHBzk5OS7jTSYTY8eOdQuWNpuN5cuXY7FYPK6zbt06j+3vv/8+R44c4Xvf+55bn2EYDB8+nMjISHp7eykuLqampoaUlBSysrLo7u6msrKS/Px8tm3b5jHAflpdg4HCpYiIiPSZnTt30t3dTXl5uXP3Lz09ndzcXPbs2UN6ejpBQUHO8YZhEBcX5zJHc3Mza9asobm5+Z7rzJw5062ts7OTLVu2MHbsWNauXevWbzKZiImJYciQIRw9epSamhpyc3NZvHixc0xaWhpZWVls3ryZioqKB65rMNAzlyIiItJnfHx8iIuLc7mt7OfnR3R0NDabjdbWVmd7V1cXTU1NxMfHO9v27t1LdnY2XV1dzJ0794HW3rRpE3/6059YtWoVgYGBLn0OhwOz2exc684t84yMDJdxoaGhTJs2jZaWFqxWq1fqetxo51JERGQAeebwwL2d+l7q6Eeeo7S01GN7Y2Mjvr6+hIaGOtsMwyAgIICoqCiXcampqRQUFNDa2sr+/fs/07onT57k//7f/8vMmTOZNm2aW399fT03btxg+vTpACxZsoTMzExGj3b/zFeuXAHA1/fPe3QPW9fjSOFSRERkAKntcvR3CX3m2rVrXLx4kYMHD2I2m5kzZw4jR4509ptMJqKjoxk6dKizbd26dc5/373L+Wn+8R//EX9/fwoLCz32G4bBxIkTneE2ODiY4OBgt3FnzpyhoaGBSZMmMWLEiEeu63GkcCkiIiL9Yv369Rw/fhyAiIgI5s+f7+zr6emhtraWF1980eWau4PmZ3XmzBnOnj3LrFmz+MpXvuJxjMlkIikp6b7zWCwW57Oaf/kW+MPU9bjSM5ciIiLSL2bNmkVZWRkLFiygqamJnJwc2traADh9+jTXr193e5nnYfzrv/4rANnZ2R7729raaG1tve9a7e3tFBYWcvnyZbKzsz81iA5mCpciIiLSLxISEkhKSmLRokVs2LABi8VCeXk5cHsncdy4cYwZM+aR1nA4HBiGwdNPP824ceM8jjGZTAQFBTFlyhSP/WfPniUvL49Lly4xb948ioqKHqmmx51ui4uIiAwgMaOG9HcJ/SIhIYHAwEDOnTsH3H4G8u63xB+W2Wzm+vXrPPvss/ccYzKZiI2Nxd/fPRZVV1dTUlKC3W6nqKjonruf8mcKlyIiIgOIN97IHqisVisLFy4kPDycjRs3uvQ5HA5u3rzJsGHD6OjooKWlheLi4kdes76+HoC/+qu/8thvt9s5deqUx7WqqqpYvXo1fn5+bNy4kZSUlEeuZzDQbXERERHpE8HBwfj7+1NdXe120Pi+fftwOBwkJydjGAaBgYFERkY+8prnzp0jICDgnrfE6+rqsNvtziOI7rhw4QKlpaX4+/uzfft2BcsHoJ1LERER6TMrVqygqKiIwsJCMjMzCQkJwWw2U1VVxdSpU8nKymLVqlXExMR4vE39oFpbWwkNDXU5k/JuhmEQHh7ucgQSwI4dO7Db7cTHx2OxWDhy5IjbtcnJyQQEBDxyjY8bhUsRERHpM1FRUZSXl7N7924qKiqw2WyEhYVRUFBATk4OPj4+mM1mli5d6pX1uru7mTRp0j37T5w4wYwZM1zaenp6qKurA26HT8MwPF576NAhhUsPfKxWa29/FyEiIjJYdHV1MWrUqP4uQz7nBvLfkZ65FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUEREREa9RuBQRERERr1G4FBERERGvUbgUERGRPtXW1kZJSQmpqakkJiayYMEC3nvvPY9j6+vriY2Npa2tza3v6tWrpKamsnv3bo/Xfvjhh7zyyivMnDmTuLg4XnjhBd544w1u3rzpcXxnZyexsbHU1tYCYLPZ2LlzJxkZGcTFxZGSksLSpUtpaGi47+f7tLoed/79XYCIiIgMHp2dneTl5eFwOJg9ezYhISEcO3aM1atX09HRQU5Ojst4k8nE2LFjCQsLc2m32WwsX74ci8XicZ1r166xcOFCOjs7SUtLIzw8HLPZzC9+8QvOnTvH9u3b3a4xDIPhw4cTGRlJb28vxcXF1NTUkJKSQlZWFt3d3VRWVpKfn8+2bduIjY11m+PT6hoMFC5FRESkz+zcuZPu7m7Ky8uJiIgAID09ndzcXPbs2UN6ejpBQUHO8YZhEBcX5zJHc3Mza9asobm5+Z7r/OpXv6K9vZ0f//jH/OhHPwIgIyODV155hV//+tecOHGC6dOnu1xjMpmIiYlhyJAhHD16lJqaGnJzc1m8eLFzTFpaGllZWWzevJmKiooHrmsw0G1xERER6TM+Pj7ExcU5gyWAn58f0dHR2Gw2Wltbne1dXV00NTURHx/vbNu7dy/Z2dl0dXUxd+7ce65z8eJFAP76r//apT05ORmA8+fPu7Q7HA7MZrNzrZMnTwK3A+ndQkNDmTZtGi0tLVit1geuazDQzqWIiMgAErB+8acP6icfr/3HR56jtLTUY3tjYyO+vr6EhoY62wzDICAggKioKJdxqampFBQU0Nrayv79+z3O9/Wvfx2A//7v/2bChAnO9jvhddSoUS7j6+vruXHjhnM3c8mSJWRmZjJ69Gi3ua9cuQKAr++f9+g+a12DgcKliIjIAOLXfLa/S+gz165d4+LFixw8eBCz2cycOXMYOXKks99kMhEdHc3QoUOdbevWrXP+++5dzr/0wgsvUFVVxbZt2xg2bBiTJk3izJkzlJeXM2HCBP7H//gfLuMNw2DixInOcBscHExwcLDbvGfOnKGhoYFJkyYxYsSIB65rMFC4FBERkX6xfv16jh8/DkBERATz58939vX09FBbW8uLL77ocs3dQfN+hg8fTmFhISUlJSxfvtzZPnbsWH7+85/zhS98wWW8yWQiKSnpvnNaLBbWrl0LQH5+/kPVNRjomUsRERHpF7NmzaKsrIwFCxbQ1NRETk6O88ih06dPc/36dbeXeT6r3/72t/z4xz+mt7eXl156ibKyMhYuXEhXVxf5+fl0dnY6x7a1tdHa2nrftdrb2yksLOTy5ctkZ2d/ahAdzBQuRUREpF8kJCSQlJTEokWL2LBhAxaLhfLycuD2TuK4ceMYM2bMQ8392muvMWzYMN58803mzZtHUlIS+fn5bN26lba2NrZu3eocazKZCAoKYsqUKR7nOnv2LHl5eVy6dIl58+ZRVFT0UDUNFrotLiIiMoB8MmFyf5fQLxISEggMDOTcuXPA7Wcg735L/EFYrVYsFgvx8fFu52NOmzaNr3/9686D0uF2uIyNjcXf3z0WVVdXU1JSgt1up6ioiOzs7IeqaTBRuBQRERlAvPFG9kBltVpZuHAh4eHhbNy40aXP4XBw8+ZNhg0bRkdHBy0tLRQXFz/UOv7+/vj4+HDr1i2P/Z988gm9vb0A2O12Tp065XGtqqoqVq9ejZ+fHxs3biQlJeWh6hlsdFtcRERE+kRwcDD+/v5UV1e7HTS+b98+HA4HycnJGIZBYGAgkZGRD7VOUFAQU6dOpba2lgsXLrj0nThxgkuXLvHd734XgLq6Oux2u9uB6hcuXKC0tBR/f3+2b9+uYPkAtHMpIiIifWbFihUUFRVRWFhIZmYmISEhmM1mqqqqmDp1KllZWaxatYqYmBiPt6k/q5/85Cfk5+eTn59PRkYGTz75JBcuXODQoUN8+ctfdj43aRgG4eHhLkcgAezYsQO73U58fDwWi4UjR464rZGcnExAQMBD1/i4UrgUERGRPhMVFUV5eTm7d++moqICm81GWFgYBQUF5OTk4OPjg9lsZunSpY+0zsSJE/mnf/on9uzZw+HDh/nTn/7El7/8ZX7wgx/wt3/7t85D1E+cOMGMGTNcru3p6aGurg64HT4Nw/C4xqFDhxQuPfCxWq29/V2EiIjIYNHV1eX26zAiD2og/x3pmUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERHpU21tbZSUlJCamkpiYiILFizgvffe8zi2vr6e2NhY2tra3PquXr1Kamoqu3fv9nhtR0cHpaWlPPvssyQlJZGbm8uRI0fuWVdnZyexsbHU1tYCYLPZ2LlzJxkZGcTFxZGSksLSpUtpaGi47+f7tLoed/79XYCIiIgMHp2dneTl5eFwOJg9ezYhISEcO3aM1atX09HRQU5Ojst4k8nE2LFjCQsLc2m32WwsX74ci8XicZ3Lly8zf/58uru7+cEPfsDkyZOpq6ujtLSU3//+9yxdutTtGsMwGD58OJGRkfT29lJcXExNTQ0pKSlkZWXR3d1NZWUl+fn5bNu2jdjYWLc5Pq2uwUDhUkRERPrMzp076e7upry8nIiICADS09PJzc1lz549pKenExQU5BxvGAZxcXEuczQ3N7NmzRqam5vvuc727du5cuUKP/3pT/mbv/kbADIzM/nKV77Cvn37SEpKYtq0aS7XmEwmYmJiGDJkCEePHqWmpobc3FwWL17sHJOWlkZWVhabN2+moqLigesaDHRbXERERPqMj48PcXFxzmAJ4OfnR3R0NDabjdbWVmd7V1cXTU1NxMfHO9v27t1LdnY2XV1dzJ071+MaDocDwzD42te+Rnp6ukvf/PnzAXjnnXfcrjGbzc61Tp48CUBGRobLuNDQUKZNm0ZLSwtWq/WB6hostHMpIiIygHxsfrm/S7ingOhtjzxHaWmpx/bGxkZ8fX0JDQ11thmGQUBAAFFRUS7jUlNTKSgooLW1lf3797vNZbVasdvtTJw4ER8fH5e+L37xi3zpS1/i7NmzLu319fXcuHGD6dOnA7BkyRIyMzMZPXq02/xXrlwBwNf3z3t0n6WuwULhUkREZAC59dHv+7uEPnPt2jUuXrzIwYMHMZvNzJkzh5EjRzr7TSYT0dHRDB061Nm2bt0657/v3uW8W0BAAADXr1936/vkk0+4evUqNpvNpd0wDCZOnOgMt8HBwQQHB7tdf+bMGRoaGpg0aRIjRox4oLoGC4VLERER6Rfr16/n+PHjAERERDhvWQP09PRQW1vLiy++6HLN3UHzXoKCgpgwYQJnzpzh8uXLjBkzxtl3/Phxenp6uHXrlss1JpOJpKSk+85rsVhYu3YtAPn5+Q9c12ChZy5FRESkX8yaNYuysjIWLFhAU1MTOTk5ziOHTp8+zfXr191e5vms8vPzsdvtvPTSS5w4cYL29nZ+85vf8Pd///eMGDECf/8/76+1tbXR2tp637Xa29spLCzk8uXLZGdnf2oQHcwULkVERKRfJCQkkJSUxKJFi9iwYQMWi4Xy8nLg9k7iuHHjXHYdH8T3vvc9SkpK+OMf/8hLL73ECy+8wNatW3nppZd4+umnXW5pm0wmgoKCmDJlise5zp49S15eHpcuXWLevHkUFRU9VE2DhW6Li4iIDCC+I57q7xL6RUJCAoGBgZw7dw64/QzkVL/HDQABAABJREFU3W+JP4xZs2bx7LPPcuHCBXx9fZk4cSJDhw5lz549PPnkk85xJpOJ2NhYl93MO6qrqykpKcFut1NUVER2dvYj1TQYKFyKiIgMIN54I3ugslqtLFy4kPDwcDZu3OjS53A4uHnzJsOGDaOjo4OWlhaKi4sfei3DMPjoo4+YOXOmy7FH//3f/01HRwc/+MEPALDb7Zw6dcrjWlVVVaxevRo/Pz82btxISkrKQ9czmOi2uIiIiPSJ4OBg/P39qa6udjtofN++fTgcDpKTkzEMg8DAQCIjIx96rffee49169Zx8eJFZ5vD4WDHjh0MGzbMeX5lXV0ddrvdeQTRHRcuXKC0tBR/f3+2b9+uYPkAtHMpIiIifWbFihUUFRVRWFhIZmYmISEhmM1mqqqqmDp1KllZWaxatYqYmBiPt6k/q5ycHP793/+dJUuW8D//5//kC1/4AkeOHKGhoYHVq1c7jzwyDIPw8HCXI5AAduzYgd1uJz4+HovF4vE3yZOTk53HHsmfKVyKiIhIn4mKiqK8vJzdu3dTUVGBzWYjLCyMgoICcnJy8PHxwWw2e/zt7wcxYcIEdu7cya5du3j77be5desW4eHh7Nixg+9+97vOcSdOnGDGjBku1/b09FBXVwfcDp+GYXhc49ChQwqXHvhYrdbe/i5CRERksOjq6mLUqFH9XYZ8zg3kvyM9cykiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIn2qra2NkpISUlNTSUxMZMGCBbz33nsex9bX1xMbG0tbWxsAVquVsrIynn/+eeLi4nj22WdZuXIlH3zwgdu1NpuNXbt28Td/8zckJCSQmZnJvn37+OSTTzyu1dnZSWxsLLW1tc7rd+7cSUZGBnFxcaSkpLB06VIaGhru+/muXr1Kamoqu3fvfoBv5fHh398FiIiIyODR2dlJXl4eDoeD2bNnExISwrFjx1i9ejUdHR3k5OS4jDeZTIwdO5awsDDsdjuFhYW0tLSQmprK5MmTaW9vp7Kykvfff58333yTCRMmAHDr1i1++tOfcuLECWbNmsW3vvUtampq2LFjBxcvXmTVqlVutRmGwfDhw4mMjKS3t5fi4mJqampISUkhKyuL7u5uKisryc/PZ9u2bcTGxrrNYbPZWL58ORaL5f/NF/g5oHApIiIifWbnzp10d3dTXl5OREQEAOnp6eTm5rJnzx7S09MJCgpyjjcMg7i4OAAOHDhAc3MzK1euJD093TlmxowZzJ8/n9dee42tW7cC8H/+z//BZDLx4x//mB/96EfOdf7+7/+ed955h7S0NOf6d5hMJmJiYhgyZAhHjx6lpqaG3NxcFi9e7ByTlpZGVlYWmzdvpqKiwuX65uZm1qxZQ3Nzsxe/sc8f3RYXERGRPuPj40NcXJxLsPPz8yM6OhqbzUZra6uzvauri6amJuLj4wGoqalhyJAhpKWlucz51FNPMX78eOrq6pxt7777LkOGDOGHP/yhy9j/7//7/wA4fPiwS7vD4cBsNjvXOnnyJAAZGRku40JDQ5k2bRotLS1YrVZn+969e8nOzqarq4u5c+c+0HfyuNHOpYiIyACy+931/V3CPeX/YO0jz1FaWuqxvbGxEV9fX0JDQ51thmEQEBBAVFQUAK+88gpXrlzBz8/P5dre3l66u7vx9f3znllDQwMTJkwgICDAZWxYWBhf+tKX+N3vfufSXl9fz40bN5g+fToAS5YsITMzk9GjR7vVeuXKFQCX9RobG0lNTaWgoIDW1lb279//qd/F40rhUkREZAC51DV4bqleu3aNixcvcvDgQcxmM3PmzGHkyJHOfpPJRHR0NEOHDgVg5MiRLv13HD16lA8//JDExETg9nOPH330kTOU/qXRo0fT3t7u0mYYBhMnTnSG2+DgYIKDg92uPXPmDA0NDUyaNIkRI0Y429etW+es8+7d18FI4VJERET6xfr16zl+/DgAERERzJ8/39nX09NDbW0tL7744n3naG5upqysDD8/P/Ly8oDboRVg+PDhHq/5whe+wMcff+zSZjKZSEpKuu9aFouFtWtv797m5+e79N0JlqJnLkVERKSfzJo1i7KyMhYsWEBTUxM5OTnOI4dOnz7N9evXnS/zeNLY2MjixYu5evUqy5Yt4+mnnwZu3ya/+/9/qbe31+XWeltbG62trfddq729ncLCQi5fvkx2dvanBtHBTOFSRERE+kVCQgJJSUksWrSIDRs2YLFYKC8vB27vJI4bN44xY8Z4vNYwDBYtWoTVamXZsmVkZmY6++7sWNpsNo/X2mw2AgMDnf82mUwEBQUxZcoUj+PPnj1LXl4ely5dYt68eRQVFT3U5x0sdFtcRERkAPnaqAn9XUK/SEhIIDAwkHPnzgG3w+OdN7f/UmVlJa+++iq+vr6sX7+e5557zqU/MDCQ4ODge541abFYXEKryWQiNjYWf3/3WFRdXU1JSQl2u52ioiKys7Mf9iMOGgqXIiIiA4g33sgeqKxWKwsXLiQ8PJyNGze69DkcDm7evMmwYcPo6OigpaWF4uJitzkOHDjA1q1bGTFiBJs2bWLatGke1/rWt76F2WzGZrPxhS98wdne1taG1Wp1BlK73c6pU6c8rlVVVcXq1avx8/Nj48aNpKSkPMrHHzR0W1xERET6RHBwMP7+/lRXV7sdNL5v3z4cDgfJyckYhkFgYCCRkZEuY06cOMG2bdt44okn2LVr1z2DJcD3v/997Ha720Hn//RP/wRAamoqAHV1ddjtducRRHdcuHCB0tJS/P392b59u4LlA9DOpYiIiPSZFStWUFRURGFhIZmZmYSEhGA2m6mqqmLq1KlkZWWxatUqYmJi3G5Tb9myhd7eXhISEjh//jznz593m3/mzJkAPPvss/zqV7/iH//xH2lvb2fy5Mm8//77/J//83/4n//zf/LNb34TuH37PTw83O2Iox07dmC324mPj8disXDkyBG3tZKTk93O0RSFSxEREelDUVFRlJeXs3v3bioqKrDZbISFhVFQUEBOTg4+Pj6YzWaWLl3qcl1HR4fz/MjDhw+7/cLOHXfCpY+PD5s3b2bPnj0cO3aMd999l69+9assXbqU2bNnO8efOHGCGTNmuMzR09Pj/LUfwzAwDMPjWocOHVK49MDHarV6fk9fREREvK6rq4tRo0b1dxnyOTeQ/470zKWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiPSptrY2SkpKSE1NJTExkQULFvDee+95HFtfX09sbCxtbW0AWK1WysrKeP7554mLi+PZZ59l5cqVfPDBB/dds729naSkJA4fPnzPMZ2dncTGxlJbWwuAzWZj586dZGRkEBcXR0pKCkuXLqWhoeG+a129epXU1FR2795933GPK//+LkBEREQGj87OTvLy8nA4HMyePZuQkBCOHTvG6tWr6ejoICcnx2W8yWRi7NixhIWFYbfbKSwspKWlhdTUVCZPnkx7ezuVlZW8//77vPnmm0yYMMFtzStXrrB06VI+/vjj+9ZmGAbDhw8nMjKS3t5eiouLqampISUlhaysLLq7u6msrCQ/P59t27YRGxvrNofNZmP58uVYLJZH+6I+xxQuRUREpM/s3LmT7u5uysvLiYiIACA9PZ3c3Fz27NlDeno6QUFBzvGGYRAXFwfAgQMHaG5uZuXKlaSnpzvHzJgxg/nz5/Paa6+xdetWl/Xq6+tZu3YtnZ2dn1qbyWQiJiaGIUOGcPToUWpqasjNzWXx4sXOMWlpaWRlZbF582YqKipcrm9ubmbNmjU0Nzc/+BfzGNFtcREREekzPj4+xMXFOYMlgJ+fH9HR0dhsNlpbW53tXV1dNDU1ER8fD0BNTQ1DhgwhLS3NZc6nnnqK8ePHU1dX59K+adMmCgoK6O3tdQmjnjgcDsxms3OtkydPApCRkeEyLjQ0lGnTptHS0oLVanW27927l+zsbLq6upg7d+5n/DYeT9q5FBERGUB+9atf9XcJ9/T8888/8hylpaUe2xsbG/H19SU0NNTZZhgGAQEBREVFAfDKK69w5coV/Pz8XK7t7e2lu7sbX1/XPbMLFy6QnZ3NggULOH78OO+8884966qvr+fGjRtMnz4dgCVLlpCZmcno0aPdxl65cgXAZb3GxkZSU1MpKCigtbWV/fv33+9reKwpXIqIiAwgg+lZvWvXrnHx4kUOHjyI2Wxmzpw5jBw50tlvMpmIjo5m6NChAIwcOdKl/46jR4/y4YcfkpiY6NL++uuvO6/9NIZhMHHiRGe4DQ4OJjg42G3cmTNnaGhoYNKkSYwYMcLZvm7dOudad+++DkYKlyIiItIv1q9fz/HjxwGIiIhg/vz5zr6enh5qa2t58cUX7ztHc3MzZWVl+Pn5kZeX59L3WYMl3A6ySUlJ9x1jsVhYu3YtAPn5+Q+91uNOz1yKiIhIv5g1axZlZWUsWLCApqYmcnJynEcOnT59muvXrztf5vGksbGRxYsXc/XqVZYtW8bTTz/9UHW0tbXR2tp637Xa29spLCzk8uXLZGdnf2oQHcwULkVERKRfJCQkkJSUxKJFi9iwYQMWi4Xy8nLg9k7iuHHjGDNmjMdrDcNg0aJFWK1Wli1bRmZm5kPXYTKZCAoKYsqUKR77z549S15eHpcuXWLevHkUFRU99FqDgW6Li4iIDCCeXiAZDBISEggMDOTcuXPA7fB4583tv1RZWcmrr76Kr68v69ev57nnnnuktU0mE7Gxsfj7u8ei6upqSkpKsNvtFBUVkZ2d/UhrDQYKlyIiIgOIN97IHqisVisLFy4kPDycjRs3uvQ5HA5u3rzJsGHD6OjooKWlheLiYrc5Dhw4wNatWxkxYgSbNm1i2rRpj1ST3W7n1KlTHteqqqpi9erV+Pn5sXHjRlJSUh5prcFCt8VFRESkTwQHB+Pv7091dbXbQeP79u3D4XCQnJyMYRgEBgYSGRnpMubEiRNs27aNJ554gl27dj1ysASoq6vDbrc7jyC648KFC5SWluLv78/27dsVLB+Adi5FRESkz6xYsYKioiIKCwvJzMwkJCQEs9lMVVUVU6dOJSsri1WrVhETE+N2m3rLli309vaSkJDA+fPnOX/+vNv8M2fOfKB6DMMgPDzc7YijHTt2YLfbiY+Px2KxcOTIEbdrk5OTCQgIeKD1BgOFSxEREekzUVFRlJeXs3v3bioqKrDZbISFhVFQUEBOTg4+Pj6YzWaWLl3qcl1HR4fz/MjDhw9z+PBhj/M/aLg8ceIEM2bMcGnr6elx/tqPYRgYhuHx2kOHDilceuBjtVp7+7sIERGRwaKrq4tRo0b1dxnyOTeQ/470zKWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI1/fxcgIiIig0tbWxtvvPEG9fX1fPTRR0ycOJGsrCyeeeYZt7H19fUUFBTwzjvvEBYWhtVqZc+ePfznf/4nXV1dBAUF8Z3vfIeCggK+8Y1vuFx7+fJldu/eTU1NDd3d3XzpS19i+vTpLFq0iFGjRrmt1dnZyaxZs3j99deJiYnBZrPx1ltv8W//9m9cvnyZgIAApkyZQl5eHhEREff8fFevXiUrK4u0tDTy8/Mf+fv6vFG4FBERkT7T2dlJXl4eDoeD2bNnExISwrFjx1i9ejUdHR3k5OS4jDeZTIwdO5awsDDsdjuFhYW0tLSQmprK5MmTaW9vp7Kykvfff58333yTCRMmANDd3U1eXh5Xr14lPT2db3zjGzQ3N3Po0CFqamrYu3cvI0eOdFnLMAyGDx9OZGQkvb29FBcXU1NTQ0pKCllZWXR3d1NZWUl+fj7btm0jNjbW7fPZbDaWL1+OxWL5f/clDnAKlyIiItJndu7cSXd3N+Xl5c7dv/T0dHJzc9mzZw/p6ekEBQU5xxuGQVxcHAAHDhygubmZlStXkp6e7hwzY8YM5s+fz2uvvcbWrVsBeOONN/jwww/Zvn0706dPd4797ne/y/Lly/nFL37BT37yE5faTCYTMTExDBkyhKNHj1JTU0Nubi6LFy92jklLSyMrK4vNmzdTUVHhcn1zczNr1qyhubnZS9/W55OeuRQREZE+4+PjQ1xcnMttZT8/P6Kjo7HZbLS2tjrbu7q6aGpqIj4+HoCamhqGDBlCWlqay5xPPfUU48ePp66uztlWU1NDWFiYS7AESExMJCgoyGUsgMPhwGw2O9c6efIkABkZGS7jQkNDmTZtGi0tLVitVmf73r17yc7Opquri7lz5z7o1/JY0c6liIjIAFLxwj/3dwn3NPvQvEeeo7S01GN7Y2Mjvr6+hIaGOtsMwyAgIICoqCgAXnnlFa5cuYKfn5/Ltb29vXR3d+Pr++c9s127dnHjxg23dT7++GM+/vhjl7Fw+9nOGzduOMPokiVLyMzMZPTo0W5zXLlyBcBljsbGRlJTUykoKKC1tZX9+/ff93t4nClcioiIDCAd9Zf7u4Q+c+3aNS5evMjBgwcxm83MmTPH5TlIk8lEdHQ0Q4cOBWDkyJFuz0kCHD16lA8//JDExERn290h9W4HDhzgk08+ITo62qXdMAwmTpzovC44OJjg4GC368+cOUNDQwOTJk1ixIgRzvZ169Y567x793UwUrgUERGRfrF+/XqOHz8OQEREBPPnz3f29fT0UFtby4svvnjfOZqbmykrK8PPz4+8vLz7jq2traW8vJzAwEDmzXPdhTWZTCQlJd33eovFwtq1awHc3gK/EyxFz1yKiIhIP5k1axZlZWUsWLCApqYmcnJyaGtrA+D06dNcv37d+TKPJ42NjSxevJirV6+ybNkynn766XuOff/991m2bBm3bt1i3bp1LjubbW1ttLa23net9vZ2CgsLuXz5MtnZ2Z8aRAczhUsRERHpFwkJCSQlJbFo0SI2bNiAxWKhvLwcuL2TOG7cOMaMGePxWsMwWLRoEVarlWXLlpGZmXnPdf73//7f/N3f/R2ffPIJ/+t//S+X2+d31goKCmLKlCkerz979ix5eXlcunSJefPmUVRU9JCfeHDQbXEREZEB5CtRnsPU4y4hIYHAwEDOnTsH3A6Pd97c/kuVlZW8+uqr+Pr6sn79ep577rl7zrtz507eeustgoKC+NnPfkZMTIzbGJPJRGxsLP7+7rGourqakpIS7HY7RUVFZGdnP+QnHDwULkVERAYQb7yRPVBZrVYWLlxIeHg4GzdudOlzOBzcvHmTYcOG0dHRQUtLC8XFxW5zHDhwgK1btzJixAg2bdrEtGnT7rneli1b+Jd/+Re+8pWvsHXrVucB63ez2+2cOnXK41pVVVWsXr0aPz8/Nm7cSEpKykN86sFH4VJERET6RHBwMP7+/lRXV9Pc3OwS9vbt24fD4SA5ORnDMAgMDCQyMtLl+hMnTrBt2zaeeOIJ3njjDY9h8Y533nmHf/mXf+HJJ5/kjTfe8HikEEBdXR12u93tPMwLFy5QWlqKv78/27Zt4zvf+c7Df/BBRuFSRERE+syKFSsoKiqisLCQzMxMQkJCMJvNVFVVMXXqVLKysli1ahUxMTFut6m3bNlCb28vCQkJnD9/nvPnz7vNP3PmTD7++GNef/11AJKTkzl16pTbuICAAGeQDQ8PdzviaMeOHdjtduLj47FYLBw5csRtjuTkZAICAh7l63gsKVyKiIhIn4mKiqK8vJzdu3dTUVGBzWYjLCyMgoICcnJy8PHxwWw2s3TpUpfrOjo6nOdHHj58mMOHD3ucf+bMmZw7d46PPvoIuL0j6smYMWNITk7mxIkTzJgxw6Wvp6fH+Qs+hmFgGIbHOQ4dOqRw6YGP1Wrt7e8iREREBouuri5GjRrV32XI59xA/jvSUUQiIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiIi4jUKlyIiIiLiNQqXIiIiIuI1CpciIiLSp9ra2igpKSE1NZXExEQWLFjAe++953FsfX09sbGxtLW1AWC1WikrK+P5558nLi6OZ599lpUrV/LBBx+4XXvlyhX+4R/+geeff56EhATmzp1LZWUlvb29Htfq7OwkNjaW2tpaAGw2Gzt37iQjI4O4uDhSUlJYunQpDQ0N9/18V69eJTU1ld27dz/At/L48O/vAkRERGTw6OzsJC8vD4fDwezZswkJCeHYsWOsXr2ajo4OcnJyXMabTCbGjh1LWFgYdrudwsJCWlpaSE1NZfLkybS3t1NZWcn777/Pm2++yYQJEwC4du0aBQUFdHR0kJmZyZNPPsmJEyf42c9+RnNzMz/5yU/cajMMg+HDhxMZGUlvby/FxcXU1NSQkpJCVlYW3d3dVFZWkp+fz7Zt24iNjXWbw2azsXz5ciwWy/+bL/BzQOFSRERE+szOnTvp7u6mvLyciIgIANLT08nNzWXPnj2kp6cTFBTkHG8YBnFxcQAcOHCA5uZmVq5cSXp6unPMjBkzmD9/Pq+99hpbt24FYP/+/bS2trJhwwaeeeYZADIyMli2bBmVlZXMmTOHsWPHutRmMpmIiYlhyJAhHD16lJqaGnJzc1m8eLFzTFpaGllZWWzevJmKigqX65ubm1mzZg3Nzc1e/MY+f3RbXERERPqMj48PcXFxzmAJ4OfnR3R0NDabjdbWVmd7V1cXTU1NxMfHA1BTU8OQIUNIS0tzmfOpp55i/Pjx1NXVOdtu3rzJ5MmTSUlJcRn73e9+l97eXhobG13aHQ4HZrPZudbJkyeB24H0bqGhoUybNo2WlhasVquzfe/evWRnZ9PV1cXcuXMf9Gt5rGjnUkREZAB55vDAvZ36XuroR56jtLTUY3tjYyO+vr6EhoY62wzDICAggKioKABeeeUVrly5gp+fn8u1vb29dHd34+v75z2zF1988Z7rAHz1q191aa+vr+fGjRtMnz4dgCVLlpCZmcno0e6f+cqVKwAu6zU2NpKamkpBQQGtra3s37/f8xcwCChcioiIDCC1XY7+LqHPXLt2jYsXL3Lw4EHMZjNz5sxh5MiRzn6TyUR0dDRDhw4FYOTIkS79dxw9epQPP/yQxMREj+t8/PHHtLW18Zvf/IZf//rXJCUl8a1vfctljGEYTJw40Rlug4ODCQ4OdpvrzJkzNDQ0MGnSJEaMGOFsX7dunbPOu3dfByOFSxEREekX69ev5/jx4wBEREQwf/58Z19PTw+1tbX33IG8o7m5mbKyMvz8/MjLy/M45o033uDAgQMAfO1rX+Pll192G2MymUhKSrrvWhaLhbVr1wKQn5/v0ncnWIqeuRQREZF+MmvWLMrKyliwYAFNTU3k5OQ4jxw6ffo0169fd77M40ljYyOLFy/m6tWrLFu2jKefftrjuL/+67/m1Vdf5cc//jF/+tOfyM7O5uzZs87+trY2Wltb77tWe3s7hYWFXL58mezs7E8NooOZwqWIiIj0i4SEBJKSkli0aBEbNmzAYrFQXl4O3N5JHDduHGPGjPF4rWEYLFq0CKvVyrJly8jMzLznOjExMSQmJvKjH/2I119/HZvNxs9//nNnv8lkIigoiClTpni8/uzZs+Tl5XHp0iXmzZtHUVHRI3zqx59ui4uIiAwgMaOG9HcJ/SIhIYHAwEDOnTsH3A6Pd97c/kuVlZW8+uqr+Pr6sn79ep577rnPvM43v/lNxo0b51wHbofL2NhY/P3dY1F1dTUlJSXY7XaKiorIzs5+wE82+ChcioiIDCDeeCN7oLJarSxcuJDw8HA2btzo0udwOLh58ybDhg2jo6ODlpYWiouL3eY4cOAAW7duZcSIEWzatIlp06a5jent7SUnJ4ehQ4fyi1/8wq3/+vXrDBs2DAC73c6pU6c8rlVVVcXq1avx8/Nj48aNbscaiWe6LS4iIiJ9Ijg4GH9/f6qrq90OGt+3bx8Oh4Pk5GQMwyAwMJDIyEiXMSdOnGDbtm088cQT7Nq1y2OwhNtnaY4aNYqGhgbef/99l77f/va3XL58meTkZADq6uqw2+3OI4juuHDhAqWlpfj7+7N9+3YFywegnUsRERHpMytWrKCoqIjCwkIyMzMJCQnBbDZTVVXF1KlTycrKYtWqVcTExLjdpt6yZQu9vb0kJCRw/vx5zp8/7zb/zJkzAXj55Zf5r//6L1asWEFGRgZPPvkkv/vd73j33Xf5+te/TmFhIXD79nt4eLjbEUc7duzAbrcTHx+PxWLhyJEjbmslJycTEBDgra/msaFwKSIiIn0mKiqK8vJydu/eTUVFBTabjbCwMAoKCsjJycHHxwez2czSpUtdruvo6HCeH3n48GEOHz7scf474fLrX/86b7/9Nm+88QaHDx/m6tWrhIaGMnfuXBYsWOD8ickTJ04wY8YMlzl6enqcv/ZjGAaGYXhc69ChQwqXHvhYrdbe/i5CRERksOjq6mLUqFH9XYZ8zg3kvyM9cykiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIn2qra2NkpISUlNTSUxMZMGCBbz33nsex9bX1xMbG0tbWxsAVquVsrIynn/+eeLi4nj22WdZuXIlH3zwwaeuu2bNGmJjY2lvb/fY39nZSWxsLLW1tQDYbDZ27txJRkYGcXFxpKSksHTpUhoaGu67ztWrV0lNTWX37t2fWtPjyL+/CxAREZHBo7Ozk7y8PBwOB7NnzyYkJIRjx46xevVqOjo6yMnJcRlvMpkYO3YsYWFh2O12CgsLaWlpITU1lcmTJ9Pe3k5lZSXvv/8+b775JhMmTPC47m9+8xuOHTt239oMw2D48OFERkbS29tLcXExNTU1pKSkkJWVRXd3N5WVleTn57Nt2zZiY2Pd5rDZbCxfvhyLxfLwX9LnnMKliIiI9JmdO3fS3d1NeXk5ERERAKSnp5Obm8uePXtIT08nKCjIOd4wDOLi4gA4cOAAzc3NrFy5kvT0dOeYGTNmMH/+fF577TW2bt3qtmZ7eztlZWUMHTqUmzdv3rM2k8lETEwMQ4YM4ejRo9TU1JCbm8vixYudY9LS0sjKymLz5s1UVFS4XN/c3MyaNWtobm5+uC/nMaHb4iIiItJnfHx8iIuLcwZLAD8/P6Kjo7HZbLS2tjrbu7q6aGpqIj4+HoCamhqGDBlCWlqay5xPPfUU48ePp66uzm29Tz75hNLSUp588km+973v3bMuh8OB2Wx2rnXy5EkAMjIyXMaFhoYybdo0WlpasFqtzva9e/eSnZ1NV1cXc+fO/YzfxuNJO5ciIiIDSMD6xZ8+qJ98vPYfH3mO0tJSj+2NjY34+voSGhrqbDMMg4CAAKKiogB45ZVXuHLlCn5+fi7X9vb20t3dja+v+57Z3r17+f3vf8/bb7/NL3/5y3vWVV9fz40bN5g+fToAS5YsITMzk9GjR7uNvXLlCoDLeo2NjaSmplJQUEBrayv79++/51qPO4VLERGRAcSv+Wx/l9Bnrl27xsWLFzl48CBms5k5c+YwcuRIZ7/JZCI6OpqhQ4cCMHLkSJf+O44ePcqHH35IYmKiS3tDQwNvvvkmL7/8MuPHj79vLYZhMHHiRGe4DQ4OJjg42G3cmTNnaGhoYNKkSYwYMcLZvm7dOmedd+++DkYKlyIiItIv1q9fz/HjxwGIiIhg/vz5zr6enh5qa2t58cUX7ztHc3MzZWVl+Pn5kZeX52y/ceMGpaWlfOc73+GHP/zhp9ZiMplISkq67xiLxcLatWsByM/Pd+m7EyxFz1yKiIhIP5k1axZlZWUsWLCApqYmcnJynEcOnT59muvXrztf5vGksbGRxYsXc/XqVZYtW8bTTz/t7Nu8eTN/+tOfWLt2LT4+Pveto62tjdbW1vuu1d7eTmFhIZcvXyY7O/tTg+hgpnApIiIi/SIhIYGkpCQWLVrEhg0bsFgslJeXA7d3EseNG8eYMWM8XmsYBosWLcJqtbJs2TIyMzOdff/+7//Or3/9axYtWsTQoUOxWq1YrVYcDgdw+xzKu1/GMZlMBAUFMWXKFI9rnT17lry8PC5dusS8efMoKiry0jfweNJtcRERkQHkkwmT+7uEfpGQkEBgYCDnzp0DbofHO29u/6XKykpeffVVfH19Wb9+Pc8995xL/3/8x38AsGnTJjZt2uR2/Z2zNO+8EW4ymYiNjcXf3z0WVVdXU1JSgt1up6ioiOzs7If/kIOEwqWIiMgA4o03sgcqq9XKwoULCQ8PZ+PGjS59DoeDmzdvMmzYMDo6OmhpaaG4uNhtjgMHDrB161ZGjBjBpk2bmDZtmtuYnJwcZs6c6db+y1/+kpqaGtavX09ISAgAdrudU6dOeVyrqqqK1atX4+fnx8aNG0lJSXnYjz6oKFyKiIhInwgODsbf35/q6mqam5tdfk1n3759OBwOkpOTMQyDwMBAIiMjXa4/ceIE27Zt44knnuCNN96456/xjB8/3uPb4UeOHAFgypQpfPWrXwWgrq4Ou93uPILojgsXLlBaWoq/vz/btm3jO9/5zqN89EFF4VJERET6zIoVKygqKqKwsJDMzExCQkIwm81UVVUxdepUsrKyWLVqFTExMW63qbds2UJvby8JCQmcP3+e8+fPu83vacfyfgzDIDw83O2Iox07dmC324mPj8disTiD6d2Sk5MJCAh4oPUGA4VLERER6TNRUVGUl5eze/duKioqsNlshIWFUVBQQE5ODj4+PpjNZpYuXepyXUdHh/P8yMOHD3P48GGP8z9ouDxx4gQzZsxwaevp6XH+2o9hGBiG4fHaQ4cOKVx64GO1Wnv7uwgREZHBoquri1GjRvV3GfI5N5D/jnQUkYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jX9/FyAiIiKDS1tbG2+88Qb19fV89NFHTJw4kaysLJ555hm3sfX19RQUFPDOO+8QFhaG1Wplz549/Od//iddXV0EBQXxne98h4KCAr7xjW+4XFteXs6uXbs81rBw4ULy8/Nd2jo7O5k1axavv/46MTEx2Gw23nrrLf7t3/6Ny5cvExAQwJQpU8jLyyMiIuKen+/q1atkZWWRlpbmtsZgoHApIiIifaazs5O8vDwcDgezZ88mJCSEY8eOsXr1ajo6OsjJyXEZbzKZGDt2LGFhYdjtdgoLC2lpaSE1NZXJkyfT3t5OZWUl77//Pm+++SYTJkxwXtvU1ERAQAA//elP3eqYOHGiW5thGAwfPpzIyEh6e3spLi6mpqaGlJQUsrKy6O7uprKykvz8fLZt20ZsbKzbHDabjeXLl2OxWLzwbX0+KVyKiIhIn9m5cyfd3d2Ul5c7d//S09PJzc1lz549pKenExQU5BxvGAZxcXEAHDhwgObmZlauXEl6erpzzIwZM5g/fz6vvfYaW7dudbZfuHCB8ePHM3PmzM9Um8lkIiYmhiFDhnD06FFqamrIzc1l8eLFzjFpaWlkZWWxefNmKioqXK5vbm5mzZo1NDc3P/gX8xjRM5ciIiLSZ3x8fIiLi3O5rezn50d0dDQ2m43W1lZne1dXF01NTcTHxwNQU1PDkCFDSEtLc5nzqaeeYvz48dTV1TnbbDYbf/jDHxg/fvxnqsvhcGA2m51rnTx5EoCMjAyXcaGhoUybNo2WlhasVquzfe/evWRnZ9PV1cXcuXM/05qPK+1cioiIDCAfm1/u7xLuKSB62yPPUVpa6rG9sbERX19fQkNDnW2GYRAQEEBUVBQAr7zyCleuXMHPz8/l2t7eXrq7u/H1/fOeWXNzM7du3XLeJrfb7fj5+eHv7zn61NfXc+PGDaZPnw7AkiVLyMzMZPTo0W5jr1y5AuCyXmNjI6mpqRQUFNDa2sr+/fs/9bt4XClcioiIDCC3Pvp9f5fQZ65du8bFixc5ePAgZrOZOXPmMHLkSGe/yWQiOjqaoUOHAjBy5EiX/juOHj3Khx9+SGJiorPtwoULwO3Q98Mf/pDW1lZ8fX2JjIzk5Zdf5pvf/KbLHIZhMHHiRGe4DQ4OJjg42G2tM2fO0NDQwKRJkxgxYoSzfd26dc467959HYwULkVERKRfrF+/nuPHjwMQERHB/PnznX09PT3U1tby4osv3neO5uZmysrK8PPzIy8vz9l+J1yePn2auXPnMmbMGM6fP88///M/87d/+7e88cYbTJ482TneZDKRlJR037UsFgtr164FcHsL/E6wFIVLERER6SezZs3iBz/4AefOnWP//v3k5OSwa9cuwsLCOH36NNevX3e+zONJY2MjRUVFXL16lZ/85Cc8/fTTzr6/+qu/IjAwkLlz5zp3IBMTE4mLiyMvL48tW7bw5ptvArePRmptbb3vWu3t7SxZsoTLly+TnZ39qUF0MNMLPSIiItIvEhISSEpKYtGiRWzYsAGLxUJ5eTlweydx3LhxjBkzxuO1hmGwaNEirFYry5YtIzMz023uxYsXu93anjx5Mt/+9rf5r//6L65fv+5cKygoiClTpnhc6+zZs+Tl5XHp0iXmzZtHUVHRI37yx5t2LkVERAYQ3xFP9XcJ/SIhIYHAwEDOnTsH3A6Pd97c/kuVlZW8+uqr+Pr6sn79ep577rkHWiskJITe3l4+/vhjAgMDMZlMxMbGenzZp7q6mpKSEux2O0VFRWRnZz/4hxtkFC5FREQGEG+8kT1QWa1WFi5cSHh4OBs3bnTpczgc3Lx5k2HDhtHR0UFLSwvFxcVucxw4cICtW7cyYsQINm3axLRp09zG9Pb2Op/f3Lt3r1t/S0sLgYGBfOlLX8Jut3Pq1CmPa1VVVbF69Wr8/PzYuHEjKSkpD/nJBxfdFhcREZE+ERwcjL+/P9XV1W4Hje/btw+Hw0FycjKGYRAYGEhkZKTLmBMnTrBt2zaeeOIJdu3a5TFYwu2zNJ944gnOnj1LdXW1S9+7775LS0sLM2fOxM/Pj7q6Oux2u/MIojsuXLhAaWkp/v7+bN++XcHyAWjnUkRERPrMihUrKCoqorCwkMzMTEJCQjCbzVRVVTF16lSysrJYtWoVMTExbrept2zZQm9vLwkJCZw/f57z58+7zX/n13heeuklGhoaWLNmDenp6XzjG9/gd7/7He+++y7jx4+nsLAQuH37PTw83O2Iox07dmC324mPj8disXDkyBG3tZKTkwkICPDWV/PYULgUERGRPhMVFUV5eTm7d++moqICm81GWFgYBQUF5OTk4OPjg9lsZunSpS7XdXR0OM+PPHz4MIcPH/Y4/51wOX78eN5++2127drF0aNHuXr1KqNGjWLu3LnMnz+fL37xi8Dt3dAZM2a4zNHT0+P8tR/DMDAMw+Nahw4dUrj0wMdqtfb2dxEiIiKDRVdXF6NGjervMuRzbiD/HemZSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLERER6VNtbW2UlJSQmppKYmIiCxYs4L333vM4tr6+ntjYWNra2gCwWq2UlZXx/PPPExcXx7PPPsvKlSv54IMPPF7/29/+lgULFpCYmMj3v/99fvKTn9Da2upxbGdnJ7GxsdTW1gJgs9nYuXMnGRkZxMXFkZKSwtKlS2loaLjv57t69Sqpqans3r37M34jjxeFSxEREekznZ2d5OXlYTKZSEtLo6ioCH9/f1avXs0vf/lLt/Emk4mxY8cSFhaG3W6nsLCQyspKYmJiWL58OWlpabz//vvMnz+f5uZml2t37drF2rVrGTJkCEVFRbzwwgvU1taSl5dHe3u721qGYTB8+HAiIyPp7e2luLiYt956i/DwcP7u7/6OOXPmcO7cOfLz8zl58qTHz2ez2Vi+fDkWi8U7X9jnkH9/FyAiIiKDx86dO+nu7qa8vJyIiAgA0tPTyc3NZc+ePaSnpxMUFOQcbxgGcXFxABw4cIDm5mZWrlxJenq6c8yMGTOYP38+r732Glu3bgXg97//PW+99RYJCQls2rQJPz8/AGJjY1m0aBFvv/02K1eudKnNZDIRExPDkCFDOHr0KDU1NeTm5rJ48WLnmLS0NLKysti8eTMVFRUu1zc3N7NmzRq3kDvYKFyKiIgMILvfXd/fJdxT/g/WPvIcPj4+xMXFOYMlgJ+fH9HR0TQ2NtLa2sq3vvUtALq6umhqauKll14CoKamhiFDhpCWluYy51NPPcX48eOpq6tztr3zzjvcunWLZcuWOYMlwLRp08jPz2f06NEuczgcDsxmMy+//DKAc2cyIyPDZVxoaCjTpk3jP/7jP7BarQQHBwOwd+9edu3aRWBgIHPnzmX//v2P8C19vilcioiIDCCXuh7vXa/S0lKP7Y2Njfj6+hIaGupsMwyDgIAAoqKiAHjllVe4cuWKS1gE6O3tpbu7G1/fPz/tZzabmTBhAl/96leB2+Hx1q1bDBs2jIULF7qtX19fz40bN5g+fToAS5YsITMz0y2EAly5cgXAZb3GxkZSU1MpKCigtbVV4VJERESkr127do2LFy9y8OBBzGYzc+bMYeTIkc5+k8lEdHQ0Q4cOBWDkyJEu/XccPXqUDz/8kMTEROB2kGxrayM+Pp66ujpee+01fve73wEQERHByy+/zLe//W2XOQzDYOLEic5wGxwc7NyVvNuZM2doaGhg0qRJjBgxwtm+bt06Z533emFosNALPSIiItIv1q9fT25uLr/5zW+IiIhg/vz5zr6enh5qa2udz1veS3NzM2VlZfj5+ZGXlwfcDq23bt3igw8+oKioiKeffpp/+Id/YMmSJbS2tlJYWOgMm3eYTKZPXctisbB27e1HA/Lz81367gRLUbgUERGRfjJr1izKyspYsGABTU1N5OTkOI8cOn36NNevX79v4GtsbGTx4sVcvXqVZcuW8fTTTwNw8+ZNAC5dukRhYSHFxcV873vfIzs7m9dff51PPvmEbdu2Oedpa2ujtbX1vmu1t7dTWFjI5cuXyc7OJikpyQvfwONJt8VFREQGkK+NmtDfJfSZhIQEAJKSkvjWt77FsmXLKC8vZ+3atZhMJsaNG8eYMWM8XmsYBmvWrOHGjRssW7aMzMxMZ19AQABw+0Whu9sBvvnNb/Ltb3+bM2fO8PHHHxMQEIDJZCIoKIgpU6Z4XOvs2bMsW7aMP/7xj8ybN4+ioiJvfPzHlsKliIjIAOKNN7I/jxISEggMDOTcuXPA7fAYHx/vcWxlZSWvvvoqvr6+rF+/nueee86l/4tf/CKBgYH4+/szbNgwt+u//OUv09vby/Xr153hMjY2Fn9/91hUXV1NSUkJdrudoqIisrOzvfBpH2+6LS4iIiJ9wmq1kpmZyapVq9z6HA4HN2/eZNiwYXR0dNDS0uLxNvWBAwf42c9+RmBgID//+c/dgiXcPu5o8uTJfPTRRx4PM//DH/5AQEAAISEh2O12Tp065THIVlVV8dOf/pRbt26xceNGBcvPSOFSRERE+kRwcDD+/v5UV1e7HTS+b98+HA4HycnJGIZBYGAgkZGRLmNOnDjBtm3beOKJJ9i1axfTpk2751qzZs2it7eXXbt2uc3R2NhISkoKvr6+1NXVYbfbnUcQ3XHhwgVKS0vx9/dn+/btpKSkPNqHH0R0W1xERET6zIoVKygqKqKwsJDMzExCQkIwm81UVVUxdepUsrKyWLVqFTExMW63qbds2UJvby8JCQmcP3+e8+fPu80/c+ZMAL7//e9z/Phxfv3rX/PHP/6RxMRE/vCHP/Cv//qvjBo1yvmrO4ZhEB4e7nbE0Y4dO7Db7cTHx2OxWDhy5IjbWsnJyc7nO+XPFC5FRESkz0RFRVFeXs7u3bupqKjAZrMRFhZGQUEBOTk5+Pj4YDabWbp0qct1HR0dzvMjDx8+zOHDhz3OfydcAmzYsIGDBw/yq1/9ii1bthAUFMQzzzxDYWGhM0yeOHGCGTNmuMzR09Pj/LUfwzAwDMPjWocOHVK49MDHarX29ncRIiIig0VXVxejRo3q7zLkc24g/x3pmUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEa//4uQERERAaXtrY23njjDerr6/noo4+YOHEiWVlZPPPMM25j6+vrKSgo4J133iEsLAyr1cqePXv4z//8T7q6uggKCuI73/kOBQUFfOMb33BeFxsb+6l1nDx50uXfnZ2dzJo1i9dff52YmBhsNhtvvfUW//Zv/8bly5cJCAhgypQp5OXlERERcc95r169SlZWFmlpaeTn53/2L+YxoXApIiIifaazs5O8vDwcDgezZ88mJCSEY8eOsXr1ajo6OsjJyXEZbzKZGDt2LGFhYdjtdgoLC2lpaSE1NZXJkyfT3t5OZWUl77//Pm+++SYTJkwAYN26dR7Xf//99zly5Ajf+9733PoMw2D48OFERkbS29tLcXExNTU1pKSkkJWVRXd3N5WVleTn57Nt2zaPAdZms7F8+XIsFosXvq3PJ4VLERER6TM7d+6ku7ub8vJy5+5feno6ubm57Nmzh/T0dIKCgpzjDcMgLi4OgAMHDtDc3MzKlStJT093jpkxYwbz58/ntddeY+vWrQDMnDnTbe3Ozk62bNnC2LFjWbt2rVu/yWQiJiaGIUOGcPToUWpqasjNzWXx4sXOMWlpaWRlZbF582YqKipcrm9ubmbNmjU0Nzc/wjf0+adnLkVERKTP+Pj4EBcX53Jb2c/Pj+joaGw2G62trc72rq4umpqaiI+PB6CmpoYhQ4aQlpbmMudTTz3F+PHjqauru+/amzZt4k9/+hOrVq0iMDDQpc/hcGA2m51r3bllnpGR4TIuNDSUadOm0dLSgtVqdbbv3buX7Oxsurq6mDt37mf8Nh5P2rkUEREZQH71q1/1dwn39Pzzzz/yHKWlpR7bGxsb8fX1JTQ01NlmGAYBAQFERUUB8Morr3DlyhX8/Pxcru3t7aW7uxtf33vvmZ08eZL/+3//LzNnzmTatGlu/fX19dy4cYPp06cDsGTJEjIzMxk9erTb2CtXrgC4rNfY2EhqaioFBQW0trayf//+e9byuFO4FBERGUAG07N6165d4+LFixw8eBCz2cycOXMYOXKks99kMhEdHc3QoUMBGDlypEv/HUePHuXDDz8kMTHxnmv94z/+I/7+/hQWFnrsNwyDiRMnOsNtcHAwwcHBbuPOnDlDQ0MDkyZNYsSIEc72devWOeu8e/d1MFK4FBERkX6xfv16jh8/DkBERATz58939vX09FBbW8uLL7543zmam5spKyvDz8+PvLw8j2POnDnD2bNnmTVrFl/5ylc8jjGZTCQlJd13LYvF4nxW8y/fAr8TLEXPXIqIiEg/mTVrFmVlZSxYsICmpiZycnJoa2sD4PTp01y/ft35Mo8njY2NLF68mKtXr7Js2TKefvppj+P+9V//FYDs7GyP/W1tbbS2tt53rfb2dgoLC7l8+TLZ2dmfGkQHM4VLERER6RcJCQkkJSWxaNEiNmzYgMVioby8HLi9kzhu3DjGjBnj8VrDMFi0aBFWq5Vly5aRmZnpcZzD4cAwDJ5++mnGjRvncYzJZCIoKIgpU6Z47D979ix5eXlcunSJefPmUVRU9BCfdvDQbXEREZEBxNMLJINBQkICgYGBnDt3DrgdHu+8uf2XKisrefXVV/H19WX9+vU899xz95zXbDZz/fp1nn322XuOMZlMxMbG4u/vHouqq6spKSnBbrdTVFR0z91P+TOFSxERkQHEG29kD1RWq5WFCxcSHh7Oxo0bXfocDgc3b95k2LBhdHR00NLSQnFxsdscBw4cYOvWrYwYMYJNmzZ5fPP7bvX19QD81V/9lcd+u93OqVOnPK5VVVXF6tWr8fPzY+PGjaSkpHzWjzqo6ba4iIiI9Ing4GD8/f2prq52O2h83759OBwOkpOTMQyDwMBAIiMjXcacOHGCbdu28cQTT7Br165PDZYA586dIyAg4J63xOvq6rDb7c4jiO64cOECpaWl+Pv7s337dgXLB6CdSxEREekzK1asoKioiMLCQjIzMwkJCcFsNlNVVcXUqVPJyspi1apVxMTEuN2m3rJlC729vSQkJHD+/HnOnz/vNv9f/jJPa2sroaGh9zwD0zAMwsPD3Y442rFjB3a7nfj4eCwWC0eOHHG7Njk5mYCAgAf9Ch57CpciIiLSZ6KioigvL2f37t1UVFRgs9kICwujoKCAnJwcfHx8MJvNLF261OW6jo4O5/mRhw8f5vDhwx7n/8tw2d3dzaRJk+5Zz4kTJ5gxY4ZLW09Pj/PXfgzDwDAMj9ceOnRI4dIDH6vV2tvfRYiIiAwWXV1djBo1qr/LkM+5gfx3pGcuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRESkT7W1tVFSUkJqaiqJiYksWLCA9957z+PY+vp6YmNjaWtrA8BqtVJWVsbzzz9PXFwczz77LCtXruSDDz5wu/bDDz/klVdeYebMmcTFxfHCCy/wxhtvcPPmTY9rdXZ2EhsbS21tLQA2m42dO3eSkZFBXFwcKSkpLF26lIaGhvt+vqtXr5Kamsru3bsf4Ft5fPj3dwEiIiIyeHR2dpKXl4fD4WD27NmEhIRw7NgxVq9eTUdHBzk5OS7jTSYTY8eOJSwsDLvdTmFhIS0tLaSmpjJ58mTa29uprKzk/fff580332TChAkAXLt2jYULF9LZ2UlaWhrh4eGYzWZ+8YtfcO7cObZv3+5Wm2EYDB8+nMjISHp7eykuLqampoaUlBSysrLo7u6msrKS/Px8tm3bRmxsrNscNpuN5cuXY7FY/t98gZ8DCpciIiLSZ3bu3El3dzfl5eVEREQAkJ6eTm5uLnv27CE9PZ2goCDneMMwiIuLA+DAgQM0NzezcuVK0tPTnWNmzJjB/Pnzee2119i6dSsAv/rVr2hvb+fHP/4xP/rRjwDIyMjglVde4de//jUnTpxg+vTpLrWZTCZiYmIYMmQIR48epaamhtzcXBYvXuwck5aWRlZWFps3b6aiosLl+ubmZtasWUNzc7MXv7HPH90WFxERkT7j4+NDXFycM1gC+Pn5ER0djc1mo7W11dne1dVFU1MT8fHxANTU1DBkyBDS0tJc5nzqqacYP348dXV1zraLFy8C8Nd//dcuY5OTkwE4f/68S7vD4cBsNjvXOnnyJHA7kN4tNDSUadOm0dLSgtVqdbbv3buX7Oxsurq6mDt37mf+Ph5H2rkUEREZQCpe+Of+LuGeZh+a98hzlJaWemxvbGzE19eX0NBQZ5thGAQEBBAVFQXAK6+8wpUrV/Dz83O5tre3l+7ubnx9/7xn9vWvfx2A//7v/3beKgec4XXUqFEuc9TX13Pjxg3nbuaSJUvIzMxk9OjRbrVeuXIFwGW9xsZGUlNTKSgooLW1lf3793/KN/H4UrgUEREZQDrqL/d3CX3m2rVrXLx4kYMHD2I2m5kzZw4jR4509ptMJqKjoxk6dCgAI0eOdOm/4+jRo3z44YckJiY621544QWqqqrYtm0bw4YNY9KkSZw5c4by8nImTJjA//gf/8NlDsMwmDhxojPcBgcHExwc7LbWmTNnaGhoYNKkSYwYMcLZvm7dOmedd+++DkYKlyIiItIv1q9fz/HjxwGIiIhg/vz5zr6enh5qa2t58cUX7ztHc3MzZWVl+Pn5kZeX52wfPnw4hYWFlJSUsHz5cmf72LFj+fnPf84XvvAFl3lMJhNJSUn3XctisbB27VoA8vPzXfruBEvRM5ciIiLST2bNmkVZWRkLFiygqamJnJwc55FDp0+f5vr1686XeTxpbGxk8eLFXL16lWXLlvH00087+37729/y4x//mN7eXl566SXKyspYuHAhXV1d5Ofn09nZ6Rzb1tZGa2vrfddqb2+nsLCQy5cvk52d/alBdDBTuBQREZF+kZCQQFJSEosWLWLDhg1YLBbKy8uB2zuJ48aNY8yYMR6vNQyDRYsWYbVaWbZsGZmZmS79r732GsOGDePNN99k3rx5JCUlkZ+fz9atW2lra3O+VX5nraCgIKZMmeJxrbNnz5KXl8elS5eYN28eRUVFXvoGHk+6LS4iIjKAfCXKc5h63CUkJBAYGMi5c+eA2+Hxzpvbf6myspJXX30VX19f1q9fz3PPPefSb7VasVgsxMfHExYW5tI3bdo0vv71rzsPSofb4TI2NhZ/f/dYVF1dTUlJCXa7naKiIrKzsx/1oz72FC5FREQGEG+8kT1QWa1WFi5cSHh4OBs3bnTpczgc3Lx5k2HDhtHR0UFLSwvFxcVucxw4cICtW7cyYsQINm3axLRp09zG+Pv74+Pjw61btzzW8cknn9Db2wuA3W7n1KlTHteqqqpi9erV+Pn5sXHjRlJSUh7mYw86ui0uIiIifSI4OBh/f3+qq6vdDhrft28fDoeD5ORkDMMgMDCQyMhIlzEnTpxg27ZtPPHEE+zatctjsAQICgpi6tSp1NbWcuHCBbc5Ll26xHe/+10A6urqsNvtbgeqX7hwgdLSUvz9/dm+fbuC5QPQzqWIiIj0mRUrVlBUVERhYSGZmZmEhIRgNpupqqpi6tSpZGVlsWrVKmJiYtxuU2/ZsoXe3l4SEhI4f/6820HoADNnzgTgJz/5Cfn5+eTn55ORkcGTTz7JhQsXOHToEF/+8pedz00ahkF4eLjbEUc7duzAbrcTHx+PxWLhyJEjbmslJycTEBDgra/msaFwKSIiIn0mKiqK8vJydu/eTUVFBTabjbCwMAoKCsjJycHHxwez2czSpUtdruvo6HCeH3n48GEOHz7scf474XLixIn80z/9E3v27OHw4cP86U9/4stf/jI/+MEP+Nu//VvnIeonTpxgxowZLnP09PQ4f+3HMAwMw/C41qFDhxQuPfCxWq29/V2EiIjIYNHV1eX26zAiD2og/x3pmUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxEREelTbW1tlJSUkJqaSmJiIgsWLOC9997zOLa+vp7Y2Fja2toAsFqtlJWV8fzzzxMXF8ezzz7LypUr+eCDD9yu7ejooLS0lGeffZakpCRyc3M5cuTIPevq7OwkNjaW2tpaAGw2Gzt37iQjI4O4uDhSUlJYunQpDQ0N9/18V69eJTU1ld27d3/Gb+Tx4t/fBYiIiMjg0dnZSV5eHg6Hg9mzZxMSEsKxY8dYvXo1HR0d5OTkuIw3mUyMHTuWsLAw7HY7hYWFtLS0kJqayuTJk2lvb6eyspL333+fN998kwkTJgBw+fJl5s+fT3d3Nz/4wQ+YPHkydXV1lJaW8vvf/56lS5e61WYYBsOHDycyMpLe3l6Ki4upqakhJSWFrKwsuru7qaysJD8/n23bthEbG+s2h81mY/ny5Vgslv83X+DngMKliIiI9JmdO3fS3d1NeXk5ERERAKSnp5Obm8uePXtIT08nKCjIOd4wDOLi4gA4cOAAzc3NrFy5kvT0dOeYGTNmMH/+fF577TW2bt0KwPbt27ly5Qo//elP+Zu/+RsAMjMz+cpXvsK+fftISkpi2rRpLrWZTCZiYmIYMmQIR48epaamhtzcXBYvXuwck5aWRlZWFps3b6aiosLl+ubmZtasWUNzc7MXv7HPH90WFxERkT7j4+NDXFycM1gC+Pn5ER0djc1mo7W11dne1dVFU1MT8fHxANTU1DBkyBDS0tJc5nzqqacYP348dXV1ADgcDgzD4Gtf+5pLCAWYP38+AO+8845Lu8PhwGw2O9c6efIkABkZGS7jQkNDmTZtGi0tLVitVmf73r17yc7Opquri7lz5z7w9/I40c6liIjIAPLM4YF7O/W91NGPPEdpaanH9sbGRnx9fQkNDXW2GYZBQEAAUVFRALzyyitcuXIFPz8/l2t7e3vp7u7G1/f2npnVasVutzNx4kR8fHxcxn7xi1/kS1/6EmfPnnVpr6+v58aNG0yfPh2AJUuWkJmZyejR7p/5ypUrAM717tSfmppKQUEBra2t7N+//zN9H48jhUsREZEBpLbL0d8l9Jlr165x8eJFDh48iNlsZs6cOYwcOdLZbzKZiI6OZujQoQCMHDnSpf+Oo0eP8uGHH5KYmAhAQEAAANevX3cb+8knn3D16lVsNptLu2EYTJw40Rlug4ODCQ4Odrv+zJkzNDQ0MGnSJEaMGOFsX7dunbPOu3dfByOFSxEREekX69ev5/jx4wBEREQ4b1kD9PT0UFtby4svvnjfOZqbmykrK8PPz4+8vDwAgoKCmDBhAmfOnOHy5cuMGTPGOf748eP09PRw69Ytl3lMJhNJSUn3XctisbB27VoA8vPzXfruBEvRM5ciIiLST2bNmkVZWRkLFiygqamJnJwc55FDp0+f5vr1686XeTxpbGxk8eLFXL16lWXLlvH00087+/Lz87Hb7bz00kucOHGC9vZ2fvOb3/D3f//3jBgxAn//P++vtbW10draet+12tvbKSws5PLly2RnZ39qEB3MFC5FRESkXyQkJJCUlMSiRYvYsGEDFouF8vJy4PZO4rhx41x2He9mGAaLFi3CarWybNkyMjMzXfq/973vUVJSwh//+EdeeuklXnjhBbZu3cpLL73E008/7XJL22QyERQUxJQpUzyudfbsWfLy8rh06RLz5s2jqKjIS9/A40m3xUVERAaQmFFD+ruEfpGQkEBgYCDnzp0DbofHO29u/6XKykpeffVVfH19Wb9+Pc8995zHcbNmzeLZZ5/lwoUL+Pr6MnHiRIYOHcqePXt48sknneNMJhOxsbEuu5l3VFdXU1JSgt1up6ioiOzsbC982sebwqWIiMgA4o03sgcqq9XKwoULCQ8PZ+PGjS59/3/27j4uyjrfH/+L+xBEFkUidm1NJU0yvGEUUOAcjO5YWsMMlFosxbsEQagMhZ02XTeWQteNNCraLXbtLEdRk233rDfL77oIGB3xIKlAiArizMlGuXFmGJzfH36ZnGZAxSsg5/V8PM7jrJ/P+3N93lcP/ng9rrvp6uqCXq+Hi4sLWltb0djYiIyMDItj/OUvf8E777wDDw8PvPXWWxbfquwhCAKuXLmCJ554wuyzR19//TVaW1vx1FNPAQB0Oh2OHDlida8DBw4gMzMTDg4O2LRpEyIjI+/k9G0GwyURERENCE9PTzg6OuLw4cNoaGgw/ZoOAHzyySfo6upCREQEBEGAm5sbAgMDzdaXl5cjLy8PI0aMwHvvvWe2/vv++c9/4u9//zsmT56MMWPGALgeYLdu3QoXFxfT9yuPHj0KnU5n+gRRj7q6OmRnZ8PR0RF5eXmYPn26RP8V7n4Ml0RERDRgXn31VSQnJ2PFihWYP38+vLy8oFAocODAATzyyCOIj4/H66+/jqCgIIvb1G+//TaMRiPmzJmD06dP4/Tp0xbHf+KJJwAAzz//PA4ePIjVq1fj2WefxT333IPS0lLU1NQgMzPT9EkjQRDg7+9v8YmjrVu3QqfTITQ0FCqVyupvkkdERJg+e0TfYbgkIiKiATN16lR88MEH2LFjB3bu3AmtVgs/Pz8sW7YMzz//POzs7KBQKCx++7u1tdX0/ch9+/Zh3759Vo/fEy7HjRuH/Px8bN++HR9//DGuXbsGf39/bN26FTNnzjTVl5eXY+7cuWbHMBgMpl/7EQQBgiBY3Wv37t0Ml1bYaTQa42A3QUREZCvUajW8vb0Huw36kRvKf0f8FBERERERSYbhkoiIiIgkw3BJRERERJJhuCQiIiIiyTBcEhEREZFkGC6JiIiISDIMl0REREQkGYZLIiIiIpIMwyURERERSYbhkoiIiIgkw3BJRERERJJhuCQiIiIiyTBcEhER0YBqbm7Ghg0bEB0djbCwMLz44ov45z//abVWqVRCJpOhubkZANDR0YE//vGPiI2NxZw5czB//nwUFhbCYDBYrNVqtdi+fTueeeYZU+0nn3yC7u5uq3tdvHgRMpkMVVVVpvX5+fmIjY1FSEgIIiMjkZqaipqamj7Pr62tDdHR0dixY8ft/Ge5azgOdgNERERkOy5evIiXXnoJXV1deO655+Dl5YV//OMfyMzMRGtrK55//nmzelEUMWbMGPj5+cFgMCA1NRX/+7//i5iYGDz44IM4fvw43n33XVRXV+Odd94xrbt27Rpee+01lJeX4xe/+AUmT56MiooKbN26FWfPnsXrr79u0ZsgCBg2bBgCAwNhNBqRkZGBiooKREZGIj4+Ht9++y2Ki4uRlJSEvLw8yGQyi2NotVqkp6dDpVJJ/x/vR4LhkoiIiAZMfn4+vv32W3zwwQcICAgAAMybNw+JiYl4//33MW/ePLi7u5vqBUFASEgIAKC0tBTHjh3Dyy+/jBdeeAEA8Mwzz8Dd3R2fffYZKisrTYHvX//6F0RRxKpVq/CrX/3KtM9vf/tb7Nq1CzExMab9e4iiiKCgIDg5OeGLL75ARUUFEhMTsXLlSlNNTEwM4uPjkZubi507d5qtb2howPr169HQ0CDxf7UfF94WJyIiogFjZ2eHkJAQs2Dn4OCAGTNmQKvVoqmpyTSuVqtRX1+P0NBQAEB7ezvGjx+Pp59+2uyYM2fOBACcPHnSNPb555/DyckJCxYsMKvtCaX79u0zG+/q6oJCoTDtVVlZCQCIjY01q/Px8cG0adPQ2NgIjUZjGi8sLERCQgLUajUWLlx46/9B7kK8cklERDSEuL6x8uZFg+Rq1rt3fIzs7Gyr46dOnYK9vT18fHxMY4IgwNXVFVOnTgUAxMfHIz4+3upaAPD19TWN1dTUYNy4cXB1dTWr9fPzw09+8hOcOHHCbFypVKKzsxPBwcEAgNWrV2P+/PkYPXq0xX6XLl0CANjbf3eN7tSpU4iOjsayZcvQ1NSEoqKi3v8j3OUYLomIiIYQh4bawW5hwLS3t+Ps2bP47LPPoFAoEBcXh1GjRpnmRVHEjBkz4OzsbLFWp9PhwoULOHToED788ENMnjwZERERAK4/93jlyhVTKP2+0aNHo6WlxWxMEASMHz/eFG49PT3h6elpsba6uho1NTWYMGECPDw8TONyudzU541XX20RwyURERENijfeeAOHDh0CAAQEBGDx4sWmOYPBgKqqKrz88stW1+7evRu5ubkAgJ/85Cd49dVX4eTkBOB6aAWAYcOGWV17zz334OrVq2ZjoigiPDy8z35VKhWysrIAAElJSWZz1gKwreIzl0RERDQofvGLXyAnJwcvvvgi6uvr8fzzz5s+OXTs2DF0dHSYXub5voCAAOTk5CA9PR3Ozs546aWXUFZWBgAwGo1m///7jEYjHBwcTP9ubm5GU1NTr3sBQEtLC1asWIELFy4gISHhpkHUlvHKJREREQ2KOXPmAADCw8MxefJkrF27Fh988AGysrIgiiLGjh1r9hzljSZPnmz63+Hh4YiLi8Pvf/97zJkzx3TFUqvVWl2r1Wrh5uZm+rcoinB3d8eUKVOs1tfW1mLt2rX45ptvsGjRIiQnJ/frfG0FwyUREdEQ0j3uocFuYVDMmTMHbm5u+OqrrwBcfway583tm+l5g7usrAwajcb0vGRv35pUqVRmoVUURchkMjg6Wsaiw4cPY8OGDdDpdEhOTkZCQkI/zs62MFwSERENIVK8kT1UaTQaLFmyBP7+/ti0aZPZXFdXF/R6PVxcXNDa2orGxkZkZGSY1aSmpuLrr79GcXGxRRDs7OyEvb296dnHyZMnQ6FQQKvV4p577jHVNTc3Q6PR4LHHHgNw/cWgI0eOWOwFAAcOHEBmZiYcHBywadMmREZGSvLf4W7HZy6JiIhoQHh6esLR0RGHDx+2+ND4J598gq6uLkREREAQBLi5uSEwMNCsxtfXFxcuXMDevXvNxpVKJZRKJYKCgky3xB9//HHodDqLD53/6U9/AgBER0cDAI4ePQqdTmf6BFGPuro6ZGdnw9HREVu2bGGwvA28cklEREQD5tVXX0VycjJWrFiB+fPnw8vLCwqFAgcOHMAjjzyC+Ph4vP766wgKCrK4OrlkyRKIooicnBycOnUKDz74IL7++mvs2rULnp6eeOWVV0y1UVFRKCkpwbvvvouWlhY89NBD+PLLL/Gvf/0Lzz77LB588EEA12+/+/v7m30CCQC2bt0KnU6H0NBQqFQqlJaWWpxLRESExXc0ieGSiIiIBtDUqVPxwQcfYMeOHdi5cye0Wi38/PywbNkyPP/887Czs4NCoUBqaqrFWi8vL3z00UfYvn07ysrKUFJSgpEjR+Kpp57CkiVL4O3tbaq1s7NDbm4u3n//ffzjH//A559/jvvuuw+pqal47rnnTHXl5eWYO3eu2T4GgwFHjx4FcD18CoJg9Vx2797NcGmFnUajsf6ePhEREUlOrVabhSCi/hjKf0d85pKIiIiIJMNwSURERESSYbgkIiIiIskwXBIRERGRZBguiYiIiEgyDJdEREREJBmGSyIiIiKSDMMlEREREUmG4ZKIiIiIJMNwSURERESSYbgkIiIiIskwXBIRERGRZBguiYiIiEgyDJdEREQ0oJqbm7FhwwZER0cjLCwML774Iv75z39arVUqlZDJZGhubgYAdHR04I9//CNiY2MxZ84czJ8/H4WFhTAYDH3u2dLSgvDwcOzbt6/XmosXL0Imk6GqqgoAoNVqkZ+fj9jYWISEhCAyMhKpqamoqanpc6+2tjZER0djx44dfdbdrRwHuwEiIiKyHRcvXsRLL72Erq4uPPfcc/Dy8sI//vEPZGZmorW1Fc8//7xZvSiKGDNmDPz8/GAwGJCamor//d//RUxMDB588EEcP34c7777Lqqrq/HOO+9Y3fPSpUtITU3F1atX++xNEAQMGzYMgYGBMBqNyMjIQEVFBSIjIxEfH49vv/0WxcXFSEpKQl5eHmQymcUxtFot0tPToVKp+v8f6UeO4ZKIiIgGTH5+Pr799lt88MEHCAgIAADMmzcPiYmJeP/99zFv3jy4u7ub6gVBQEhICACgtLQUx44dw8svv4wXXngBAPDMM8/A3d0dn332GSorKy0Cn1KpRFZWFi5evHjT3kRRRFBQEJycnPDFF1+goqICiYmJWLlypakmJiYG8fHxyM3Nxc6dO83WNzQ0YP369WhoaOjff5y7BG+LExER0YCxs7NDSEiIKVgCgIODA2bMmAGtVoumpibTuFqtRn19PUJDQwEA7e3tGD9+PJ5++mmzY86cORMAcPLkSbPxt956C8uWLYPRaMS8efP67KurqwsKhcK0V2VlJQAgNjbWrM7HxwfTpk1DY2MjNBqNabywsBAJCQlQq9VYuHDhrfynuGvxyiUREdEQclWxZrBb6JXrjLw7PkZ2drbV8VOnTsHe3h4+Pj6mMUEQ4OrqiqlTpwIA4uPjER8fb3UtAPj6+pqN19XVISEhAS+++CIOHTqEXbt29dqXUqlEZ2cngoODAQCrV6/G/PnzMXr0aIvaS5cuAQDs7b+7Rnfq1ClER0dj2bJlaGpqQlFRUa973e0YLomIiIaQa1dO3rzoLtHe3o6zZ8/is88+g0KhQFxcHEaNGmWaF0URM2bMgLOzs8VanU6HCxcu4NChQ/jwww8xefJkREREmNX88Y9/tLrWGkEQMH78eFO49fT0hKenp0VddXU1ampqMGHCBHh4eJjG5XK5aa8br77aIoZLIiIiGhRvvPEGDh06BAAICAjA4sWLTXMGgwFVVVV4+eWXra7dvXs3cnNzAQA/+clP8Oqrr8LJycms5laDJXA9yIaHh/dZo1KpkJWVBQBISkrq9153Oz5zSURERIPiF7/4BXJycvDiiy+ivr4ezz//vOmTQ8eOHUNHR4fpZZ7vCwgIQE5ODtLT0+Hs7IyXXnoJZWVl/eqjubkZTU1Nve4FXP+U0YoVK3DhwgUkJCTcNIjaMl65JCIiokExZ84cAEB4eDgmT56MtWvX4oMPPkBWVhZEUcTYsWMtnqPsMXnyZNP/Dg8PR1xcHH7/+9+bjnk7RFGEu7s7pkyZYnW+trYWa9euxTfffINFixYhOTn5tvewJQyXREREQ4i9x8TBbmFQzJkzB25ubvjqq68AXH8GsufN7ZvpeYO7rKwMGo3G6rOSfRFFETKZDI6OlrHo8OHD2LBhA3Q6HZKTk5GQkHBbx7ZFDJdERERDiBRvZA9VGo0GS5Ysgb+/PzZt2mQ219XVBb1eDxcXF7S2tqKxsREZGRlmNampqfj6669RXFxsEQQ7Ozthb29/288+6nQ6HDlyxGIvADhw4AAyMzPh4OCATZs2ITIy8raObav4zCURERENCE9PTzg6OuLw4cMWHxr/5JNP0NXVhYiICAiCADc3NwQGBprV+Pr64sKFC9i7d6/ZuFKphFKpRFBQEIYNG3ZbPR09ehQ6nc70CaIedXV1yM7OhqOjI7Zs2cJgeRt45ZKIiIgGzKuvvork5GSsWLEC8+fPh5eXFxQKBQ4cOIBHHnkE8fHxeP311xEUFGRxdXLJkiUQRRE5OTk4deoUHnzwQXz99dfYtWsXPD098corr9x2P4IgwN/f3+wTSACwdetW6HQ6hIaGQqVSobS01GJtREQEXF1db3vPux3DJREREQ2YqVOn4oMPPsCOHTuwc+dOaLVa+Pn5YdmyZXj++edhZ2cHhUKB1NRUi7VeXl746KOPsH37dpSVlaGkpAQjR47EU089hSVLlsDb2/u2+ykvL8fcuXPNxgwGA44ePQrgevgUBMHq2t27dzNcWmGn0WiMg90EERGRrVCr1f0KQUQ3Gsp/R3zmkoiIiIgkw3BJRERERJJhuCQiIiIiyTBcEhEREZFkGC6JiIiISDIMl0REREQkGYZLIiIiIpIMwyURERERSYbhkoiIiIgkw3BJRERERJJhuCQiIiIiyTBcEhEREZFkGC6JiIiISDIMl0RERDRouru7sXTpUshkMqvzSqUSMpkMzc3NFnNtbW2Ijo7Gjh07ej2+Xq9HWFgY9uzZAwAwGAz49NNPER8fj9mzZyMiIgLLly9HeXl5n30aDAYkJCRALpffxtnZJoZLIiIiGjSFhYWorq7udV4URYwZMwZ+fn5m41qtFunp6VCpVH0e/8iRI9BqtQgODgYAbN68GVu2bMGoUaOQnJyMxYsXQ6VSYc2aNdi3b5/VY3R3dyM7OxunT5++zbOzTY6D3QARERHZphMnTqCgoADOzs7Q6/VWawRBQEhIiNlYQ0MD1q9fj4aGhpvuIYoi/P394e3tjePHj2PPnj2IiorCm2++aaqJjY3FokWLkJeXh8ceewxOTk6mudbWVmRnZ0OpVPbzLG0Pr1wSERHRgOvs7ERWVhaCg4MREBBgtUatVqO+vh6hoaGmscLCQiQkJECtVmPhwoU33UcURVM4raysBHA9TN7I3d0d4eHhuHLlCurq6kzj+/fvx7PPPova2lokJibe7inaLF65JCIiGkJ2fP7GYLfQq6SnsiQ7Vm5uLtrb25GZmYnMzEyrNYIgwNXVFVOnTjWNnTp1CtHR0Vi2bBmamppQVFTU6x7nz5/HuXPnTOEyLi4OYWFhuP/++y1qL126BABwcHAwjZ0+fRqhoaFYtWoVHBwcUFhY2J9TtTkMl0REREPIOfXNb/X+2B08eBB79+5FTk4ORo4c2WudKIqYMWMGnJ2dTWNyudz076ampj73EQQBHh4eePjhhwFcv0Lp7+9vUdfc3IxDhw5hxIgRGDdunGl85cqVpr1aWlpu/QRtHG+LExER0YBRqVTYuHEjYmJiEB4e3mudwWBAVVWVxfOWNwbNmxEEATNnzjS7Gvl97e3tWLduHfR6PZYsWQJHx++uu93OXvQdhksiIiIaEEajEXK5HMOHD0daWlqftceOHUNHR4dFuLxVWq0WSqWyz/WXL19GcnIyTp48iblz52LBggX92ovM8bY4ERERDYiioiIoFArk5ORAr9eb3hA3GAwAAI1GA3t7e3h4eEAURYwdOxa+vr792kuhUECv15s+QfR9586dQ2pqKs6ePYtHH30UcrkcdnZ2/TsxMsNwSURENIT8zHvczYt+pMrKymA0GpGenm51PioqCr6+vigpKYEgCGZvid8uURQxceJEeHl5WcwdP34c6enp0Gg0iIuLw5o1a2Bvz5u5UmG4JCIiGkKkfCN7qElJSUFbW5vFeF5eHurr67Ft2za4uLigtbUVjY2NyMjI6PdeoijiySeftBivrq5GcnIydDod0tLSEBcX1+89yDqGSyIiIhoQkyZNsjru4eEBAKafgCwuLoabmxsCAwP7tc+ZM2fQ0tJicUtcrVYjIyMDWq0Wcrkcjz/+eL+OT31juCQiIqIhRRRFBAUFmb25fTsEQYCnpycmT55sNl5QUACNRoOAgAAYjUaUlpZarJXJZH1+HolujuGSiIiIhoyuri4oFAqkpqb2+xjl5eWYNWuWxXOUFRUVAICamhrU1NRYXZufn89weYfsNBqNcbCbICIishVqtRre3t6D3Qb9yA3lvyO+GkVEREREkmG4JCIiIiLJMFwSERERkWQYLomIiIhIMgyXRERERCQZhksiIiIikgzDJRERERFJhuGSiIiIiCTDcElEREREkmG4JCIiIiLJMFwSERERkWQYLomIiIhIMgyXRERERCQZhksiIiIaNN3d3Vi6dClkMpnVeaVSCZlMhubmZgCARqNBTk4Onn76aYSEhCAqKgrr1q3DmTNnrK7X6/UICwvDnj17AAAGgwGffvop4uPjMXv2bERERGD58uUoLy/vs0+DwYCEhATI5fL+n6yNYLgkIiKiQVNYWIjq6upe50VRxJgxY+Dn5wedTocVK1aguLgYQUFBSE9PR0xMDL788kssXrwYDQ0NFuuPHDkCrVaL4OBgAMDmzZuxZcsWjBo1CsnJyVi8eDFUKhXWrFmDffv2We2hu7sb2dnZOH36tDQnfZdzHOwGiIiIyDadOHECBQUFcHZ2hl6vt1ojCAJCQkIAAH/5y1/Q0NCAdevWYd68eaaauXPnYvHixdi2bRveeecds/WiKMLf3x/e3t44fvw49uzZg6ioKLz55pummtjYWCxatAh5eXl47LHH4OTkZJprbW1FdnY2lEqllKd+V+OVSyIiIhpwnZ2dyMrKQnBwMAICAqzWqNVq1NfXIzQ0FABQUVEBJycnxMTEmNVNnDgRDzzwAI4ePWpxDFEUTeG0srISwPUweSN3d3eEh4fjypUrqKurM43v378fzz77LGpra5GYmNjvc7U1vHJJREQ0hJSUlAx2C716+umnJTtWbm4u2tvbkZmZiczMTKs1giDA1dUVU6dOBQD85je/waVLl+Dg4GBWZzQa8e2338Le3vya2fnz53Hu3DlTuIyLi0NYWBjuv/9+i70uXboEAGbHPn36NEJDQ7Fq1So4ODigsLCw3+drSxguiYiIhhCVSjXYLfzgDh48iL179yInJwcjR47stU4URcyYMQPOzs4AgFGjRmHUqFEWdV988QX+7//+D2FhYWbjgiDAw8MDDz/8MIDrVyj9/f0t1jc3N+PQoUMYMWIExo0bZxpfuXKlae+WlpbbP1EbxdviRERENGBUKhU2btyImJgYhIeH91pnMBhQVVVluurYm4aGBuTk5MDBwQEvvfSS2ZwgCJg5c6bFlc4btbe3Y926ddDr9ViyZAkcHb+77tYTLOn2MFwSERHRgDAajZDL5Rg+fDjS0tL6rD127Bg6Ojr6DJenTp3CypUr0dbWhrVr12LSpEmmOa1WC6VS2ef6y5cvIzk5GSdPnsTcuXOxYMGC2z8pssDb4kRERDQgioqKoFAokJOTA71eb3pD3GAwALj+DUt7e3t4eHhAFEWMHTsWvr6+Vo8lCALWr1+Pzs5OrF27FvPnzzebVygU0Ov1pk8Qfd+5c+eQmpqKs2fP4tFHH4VcLoednZ2EZ2u7GC6JiIiGkNGjRw92Cz+YsrIyGI1GpKenW52PioqCr68vSkpKIAiC6S3x7ysuLsbvf/972Nvb44033sBjjz1mUSOKIiZOnAgvLy+LuePHjyM9PR0ajQZxcXFYs2aNxctA1H8Ml0REREOIlG9kDzUpKSloa2uzGM/Ly0N9fT22bdsGFxcXtLa2orGxERkZGRa1f/nLX/DOO+/Aw8MDb731FqZNm2Z1L1EU8eSTT1qMV1dXIzk5GTqdDmlpaYiLi7vzEyMzDJdEREQ0IG58JvJGHh4eAGD6Ccji4mK4ubkhMDDQrK68vBx5eXkYMWIE3nvvPbM3u2905swZtLS0WNwSV6vVyMjIgFarhVwux+OPP36HZ0TWMFwSERHRkCKKIoKCgsze3AaAt99+G0ajEXPmzMHp06et/hzjE088AUEQ4OnpicmTJ5vNFRQUQKPRICAgAEajEaWlpRbrZTJZn59HoptjuCQiIqIho6urCwqFAqmpqWbjra2taGpqAgDs27ev198Bf+KJJ1BeXo5Zs2ZZPEdZUVEBAKipqUFNTY3V9fn5+QyXd8hOo9EYB7sJIiIiW6FWq+Ht7T3YbdCP3FD+O+KrUUREREQkGYZLIiIiIpIMwyURERERSYbhkoiIiIgkw3BJRERERJJhuCQiIiIiyTBcEhEREZFkGC6JiIiISDIMl0REREQkGYZLIiIiIpIMwyURERERSYbhkoiIiIgkw3BJREREg6a7uxtLly6FTCazOq9UKiGTydDc3AwA6OjowB//+EfExsZizpw5mD9/PgoLC2EwGKyu1+v1CAsLw549ewAABoMBn376KeLj4zF79mxERERg+fLlKC8v77NPg8GAhIQEyOXyOzhb28BwSURERIOmsLAQ1dXVvc6LoogxY8bAz88PBoMBqamp+OSTTzBjxgykpqYiICAA7777LjIyMqyuP3LkCLRaLYKDgwEAmzdvxpYtWzBq1CgkJydj8eLFUKlUWLNmDfbt22f1GN3d3cjOzsbp06fv/IRtgONgN0BERES26cSJEygoKICzszP0er3VGkEQEBISAgAoLS3FsWPH8PLLL+OFF14AADzzzDNwd3fHZ599hsrKSosroKIowt/fH97e3jh+/Dj27NmDqKgovPnmm6aa2NhYLFq0CHl5eXjsscfg5ORkmmttbUV2djaUSqXUp3/X4pVLIiIiGnCdnZ3IyspCcHAwAgICrNao1WrU19cjNDQUANDe3o7x48fj6aefNqubOXMmAODkyZMWxxBF0RROKysrAVwPkzdyd3dHeHg4rly5grq6OtP4/v378eyzz6K2thaJiYn9O1EbxCuXREREQ8jOX3462C306rndiyQ7Vm5uLtrb25GZmYnMzEyrNYIgwNXVFVOnTgUAxMfHIz4+3qLu1KlTAABfX1+z8fPnz+PcuXOmcBkXF4ewsDDcf//9Fse4dOkSAMDBwcE0dvr0aYSGhmLVqlVwcHBAYWHh7Z+oDWK4JCIiGkJalRcGu4Uf3MGDB7F3717k5ORg5MiRvdaJoogZM2bA2dnZYk6n0+HChQs4dOgQPvzwQ0yePBkRERFmNYIgwMPDAw8//DCA61co/f39LY7V3NyMQ4cOYcSIERg3bpxpfOXKlaa9W1pa+nOqNonhkoiIiAaMSqXCxo0bERMTg/Dw8F7rDAYDqqqq8PLLL1ud3717N3JzcwEAP/nJT/Dqq6+aPSsJXA+XM2fONLsa+X3t7e1Yt24d9Ho9Vq9eDUfH76KRtVBLN8dnLomIiGhAGI1GyOVyDB8+HGlpaX3WHjt2DB0dHaZb2t8XEBCAnJwcpKenw9nZGS+99BLKyspM81qtFkqlstf1AHD58mUkJyfj5MmTmDt3LhYsWNC/EyMzvHJJREREA6KoqAgKhQI5OTnQ6/WmN8R7vlGp0Whgb28PDw8PiKKIsWPHWjxH2WPy5Mmm/x0eHo64uDj8/ve/x5w5cwAACoUCer3e9Ami7zt37hxSU1Nx9uxZPProo5DL5bCzs5PydG0WwyUREdEQcu9U62HqblBWVgaj0Yj09HSr81FRUfD19UVJSQkEQTC9JX4zPj4+mDZtGsrKyqDRaODp6QlRFDFx4kR4eXlZ1B8/fhzp6enQaDSIi4vDmjVrYG/Pm7lSYbgkIiIaQqR8I3uoSUlJQVtbm8V4Xl4e6uvrsW3bNri4uKC1tRWNjY0WH0ZPTU3F119/jeLiYrNnI4Hrnzayt7c3PScpiiKefPJJi72qq6uRnJwMnU6HtLQ0xMXFSXiGBDBcEhER0QCZNGmS1XEPDw8AMH0Avbi4GG5ubggMDDSr8/X1hSAI2Lt3L+bNm2caVyqVUCqVCAoKwrBhw3DmzBm0tLRY3BJXq9XIyMiAVquFXC7H448/LuHZUQ+GSyIiIhpSRFFEUFCQxdXJJUuWQBRF5OTk4NSpU3jwwQfx9ddfY9euXfD09MQrr7wC4Ppb4p6enmbPZQJAQUEBNBoNAgICYDQaUVpaarG3TCbr8/NIdHMMl0RERDRkdHV1QaFQIDU11WLOy8sLH330EbZv346ysjKUlJRg5MiReOqpp7BkyRJ4e3sDAMrLyzFr1iyL5ygrKioAADU1NaipqbG6f35+PsPlHbLTaDTGwW6CiIjIVqjValMIIuqvofx3xFejiIiIiEgyDJdEREREJBmGSyIiIiKSDMMlEREREUmG4ZKIiIiIJMNwSURERESSYbgkIiIiIskwXBIRERGRZBguiYiIiEgyDJdEREREJBmGSyIiIiKSDMMlEREREUmG4ZKIiIiIJMNwSURERIOmu7sbS5cuhUwmszqvVCohk8nQ3Nxsdf6Pf/wjZDIZjhw5YnVer9cjLCwMe/bsAQAYDAZ8+umniI+Px+zZsxEREYHly5ejvLy8zz4NBgMSEhIgl8tv4+xsE8MlERERDZrCwkJUV1f3Oi+KIsaMGQM/Pz+LuaNHj+LPf/5zn8c/cuQItFotgoODAQCbN2/Gli1bMGrUKCQnJ2Px4sVQqVRYs2YN9u3bZ/UY3d3dyM7OxunTp2/jzGyX42A3QERERLbpxIkTKCgogLOzM/R6vdUaQRAQEhJiMd7W1oZf//rXcHR07HUtcD2c+vv7w9vbG8ePH8eePXsQFRWFN99801QTGxuLRYsWIS8vD4899hicnJxMc62trcjOzoZSqbyDM7UtvHJJREREA66zsxNZWVkIDg5GQECA1Rq1Wo36+nqEhoZazP3ud7/DtWvX8Mwzz/S5jyiKpnBaWVkJ4HqYvJG7uzvCw8Nx5coV1NXVmcb379+PZ599FrW1tUhMTLyd07NpvHJJREQ0hDy6TzXYLfTqn9GjJTtWbm4u2tvbkZmZiczMTKs1giDA1dUVU6dONRvfv38//vnPf+IPf/gDjh071use58+fx7lz50zhMi4uDmFhYbj//vstai9dugQAcHBwMI2dPn0aoaGhWLVqFRwcHFBYWHibZ2mbGC6JiIiGkCp112C38IM7ePAg9u7di5ycHIwcObLXOlEUMWPGDDg7O5vGmpubkZOTg7i4OMhksj7DpSAI8PDwwMMPPwzg+hVKf39/i7rm5mYcOnQII0aMwLhx40zjK1euNO3d0tJyu6dps3hbnIiIiAaMSqXCxo0bERMTg/Dw8F7rDAYDqqqqzJ637O7uxq9//Wv4+Phg5cqVN91LEATMnDnT7Grk97W3t2PdunXQ6/VYsmQJHB2/u+52Y6ilW8dwSURERAPCaDRCLpdj+PDhSEtL67P22LFj6OjoMAuXH330EWpra/HGG2/AxcWlz/VarRZKpdLqy0A9Ll++jOTkZJw8eRJz587FggULbu+EyCreFiciIqIBUVRUBIVCgZycHOj1etNb3gaDAQCg0Whgb28PDw8PiKKIsWPHwtfXFwBQU1ODDz74AIsWLcLo0aOh0WgAXA+RwPUrkBqNBh4eHrC3t4dCoYBerzd9guj7zp07h9TUVJw9exaPPvoo5HI57OzsfuD/AraB4ZKIiGgICfJ2unnRj1RZWRmMRiPS09OtzkdFRcHX1xclJSUQBMHsLXFRFNHd3Y0//elP+NOf/mSxNiMjAwCwe/du3HfffRBFERMnToSXl5dF7fHjx5Geng6NRoO4uDisWbMG9va8mSsVhksiIqIhRMo3soealJQUtLW1WYzn5eWhvr4e27Ztg4uLC1pbW9HY2GgKjADw1FNPITAw0GLt559/jtLSUqSkpGDChAmmF4REUcSTTz5pUV9dXY3k5GTodDqkpaUhLi5OuhMkAAyXRERENEAmTZpkddzDwwMATD8BWVxcDDc3N7Mw6efnZ/VXenreFp84cSKmT58OADhz5gxaWlosbomr1WpkZGRAq9VCLpfj8ccfv9NTIisYLomIiGhIEUURQUFBZm9u3w5BEODp6YnJkyebjRcUFECj0SAgIABGoxGlpaUWa2UyWZ+fR6KbY7gkIiKiIaOrqwsKhQKpqan9PkZ5eTlmzZpl8RxlRUUFgOsvB9XU1Fhdm5+fz3B5h+w0Go1xsJsgIiKyFWq1Gt7e3oPdBv3IDeW/I74aRURERESSYbgkIiIiIskwXBIRERGRZBguiYiIiEgyDJdEREREJBmGSyIiIiKSDMMlEREREUmG4ZKIiIiIJMNwSURERESSYbgkIiIiIskwXBIRERGRZBguiYiIiEgyDJdEREREJBmGSyIiIho03d3dWLp0KWQymdV5pVIJmUyG5uZmAEBpaSlkMpnV/5PL5Rbr9Xo9wsLCsGfPHgCAwWDAp59+ivj4eMyePRsRERFYvnw5ysvL++zTYDAgISHB6h5kznGwGyAiIiLbVVhYiOrq6l7nRVHEmDFj4OfnBwCoq6sDALz++utwcXExq+2pudGRI0eg1WoRHBwMANi8eTP27NmDmTNnYt68ebh69SpKSkqwZs0abNiwAdHR0RbH6O7uRnZ2Nk6fPo0JEyb0+1xtBcMlERERDYoTJ06goKAAzs7O0Ov1VmsEQUBISIjp33V1dfDy8sIvf/nLW9pDFEX4+/vD29sbx48fx549exAVFYU333zTVBMbG4tFixYhLy8Pjz32GJycnExzra2tyM7OhlKp7N9J2iDeFiciIqIB19nZiaysLAQHByMgIMBqjVqtRn19PUJDQ01j9fX1eOCBB255H1EUTeG0srISwPUweSN3d3eEh4fjypUrpiujALB//348++yzqK2tRWJi4i3vaet45ZKIiGgIcX1j5WC30KurWe9Kdqzc3Fy0t7cjMzMTmZmZVmsEQYCrqyumTp0KALh06RK++eYbzJ07FwDQ1dUFo9EIZ2dnq+vPnz+Pc+fOmcJlXFwcwsLCcP/991vUXrp0CQDg4OBgGjt9+jRCQ0OxatUqODg4oLCwsN/na0sYLomIiIYQh4bawW7hB3fw4EHs3bsXOTk5GDlyZK91oihixowZpvDYc1WxtbUVL7zwAurq6nDt2jVMmjQJq1atQlBQkNl6QRDg4eGBhx9+GMD1K5T+/v4W+zQ3N+PQoUMYMWIExo0bZxpfuXKlae+WlpY7O2kbwtviRERENGBUKhU2btyImJgYhIeH91pnMBhQVVVl9rxlfX09AKC6uhqRkZF46623kJycjNbWViQnJ6OsrMzsGIIgYObMmWZXI7+vvb0d69atg16vx5IlS+Do+N11t96uiFLfeOWSiIiIBoTRaIRcLsfw4cORlpbWZ+2xY8fQ0dFhFi4feughLF68GNHR0fjZz35mGv/P//xPxMfH43e/+x1CQ0Nhb28PrVYLpVKJ1157rdc9Ll++jNTUVJw8eRJz587FggUL7vwkieGSiIiIBkZRUREUCgVycnKg1+tNb4gbDAYAgEajgb29PTw8PCCKIsaOHQtfX1/T+qlTp5qev7yRr68vwsPDUVpaisbGRowbNw4KhQJ6vd70CaLvO3fuHFJTU3H27Fk8+uijkMvlsLOz+wHO2vYwXBIREQ0h3eMeGuwWfjBlZWUwGo1IT0+3Oh8VFQVfX1+UlJRAEASzt8RvpufZzY6ODgDXn9ecOHEivLy8LGqPHz+O9PR0aDQaxMXFYc2aNbC355OCUmG4JCIiGkKkfCN7qElJSUFbW5vFeF5eHurr67Ft2za4uLigtbUVjY2NyMjIMKtLT0/H119/jaKiItxzzz1mc42NjQCAn/70pwCuh8snn3zSYq/q6mokJydDp9MhLS0NcXFxUp0e/T8Ml0RERDQgJk2aZHXcw8MDAEw/AVlcXAw3NzcEBgaa1Y0aNQr//ve/sXv3brNQeOTIEYiiiNDQUHh5eeHMmTNoaWmxuCWuVquRkZEBrVYLuVyOxx9/XMKzox4Ml0RERDSkiKKIoKAgsze3AWDp0qUQRRFbtmxBXV0dJk+ejMbGRvz3f/83vL29TVc6BUGAp6cnJk+ebLa+oKAAGo0GAQEBMBqNKC0ttdhbJpP1+XkkujmGSyIiIhoyurq6oFAokJqaajE3cuRIfPTRR9ixYwcEQcD+/fvh5eWFp556CkuXLoW3tzcAoLy8HLNmzbJ4jrKiogIAUFNTg5qaGqv75+fnM1zeITuNRmMc7CaIiIhshVqtNoUgov4ayn9HfDWKiIiIiCTDcElEREREkmG4JCIiIiLJMFwSERERkWQYLomIiIhIMgyXRERERCQZhksiIiIikgzDJRERERFJhuGSiIiIiCTDcElEREREkmG4JCIiIiLJMFwSERERkWQYLomIiGjQdHd3Y+nSpZDJZFbnlUolZDIZmpubTWPl5eVYsWIF/uM//gNz587F6tWrceLECavr9Xo9wsLCsGfPHgCAwWDAp59+ivj4eMyePRsRERFYvnw5ysvL++zTYDAgISEBcrm8n2dqOxguiYiIaNAUFhaiurq613lRFDFmzBj4+fkBAEpKSrBmzRpcvnwZy5cvR0JCAurq6rBs2TLU1tZarD9y5Ai0Wi2Cg4MBAJs3b8aWLVswatQoJCcnY/HixVCpVFizZg327dtntYfu7m5kZ2fj9OnTEpzx3c9xsBsgIiIi23TixAkUFBTA2dkZer3eao0gCAgJCQEAqFQq5ObmYuLEidi+fTvuueceAEBkZCSee+45vPfee9i6davZelEU4e/vD29vbxw/fhx79uxBVFQU3nzzTVNNbGwsFi1ahLy8PDz22GNwcnIyzbW2tiI7OxtKpVLq079r8colERERDbjOzk5kZWUhODgYAQEBVmvUajXq6+sRGhoKANi/fz+0Wi1SUlJMwRIAfvaznyElJQUzZ860OIYoiqZwWllZCeB6mLyRu7s7wsPDceXKFdTV1ZnG9+/fj2effRa1tbVITEy8o/O1JbxySURENIRcVawZ7BZ65TojT7Jj5ebmor29HZmZmcjMzLRaIwgCXF1dMXXqVACAQqGAu7s7HnnkEQDXn4M0GAy455578Nxzz1msP3/+PM6dO2cKl3FxcQgLC8P9999vUXvp0iUAgIODg2ns9OnTCA0NxapVq+Dg4IDCwsI7OmdbwXBJREQ0hFy7cnKwW/jBHTx4EHv37kVOTg5GjhzZa50oipgxYwacnZ0BAGfOnMG9996Lr7/+Glu3boVCoUB3dzfGjRuHl19+2XSFs4cgCPDw8MDDDz8M4PoVSn9/f4t9mpubcejQIYwYMQLjxo0zja9cudK0d0tLyx2ft63gbXEiIiIaMCqVChs3bkRMTAzCw8N7rTMYDKiqqjJddQSAK1eu4MqVK0hKSoKnpyfefPNNvPLKK+jo6MDatWtx6NAhs2MIgoCZM2eaXY38vvb2dqxbtw56vR5LliyBo+N31916giXdHoZLIiIiGhBGoxFyuRzDhw9HWlpan7XHjh1DR0eHWbjs6uqCSqXCU089hd/85jeIjIzE/PnzUVBQAFdXV+Tm5sJoNAIAtFotlEql2frvu3z5MpKTk3Hy5EnMnTsXCxYskOZEbRzDJREREQ2IoqIiKBQKpKamQq/XQ6PRQKPRwGAwAAA0Gg2uXLkC4Pot8bFjx8LX19e0vuclnu8/Xzl69GiEhYXh4sWLOHPmDIDrz2fq9XrTJ4i+79y5c3jppZdQU1ODRx99FG+88Qbs7OykPmWbxGcuiYiIhhB7j4mD3cIPpqysDEajEenp6Vbno6Ki4Ovri5KSEgiCYPEMpY+PD77++murz2n2jLW3twO4Hk4nTpwILy8vi9rjx48jPT0dGo0GcXFxWLNmDezteb1NKgyXREREQ4iUb2QPNSkpKWhra7MYz8vLQ319PbZt2wYXFxe0traisbERGRkZZnUBAQH4+uuvUV9fjylTppjNnT9/HgBMVzpFUcSTTz5psVd1dTWSk5Oh0+mQlpaGuLg4qU6P/h+GSyIiIhoQkyZNsjru4eEBAKafgCwuLoabmxsCAwPN6n7xi19gz549eP/995GXl2d6UaehoQH/3//3/2H69OkYNWoUzpw5g5aWFotb4mq1GhkZGdBqtZDL5Xj88cclPkMCGC6JiIhoiBFFEUFBQWZvbgPAI488gkWLFuHTTz9FUlISnnjiCVy6dAk7d+6Ei4uL6Xa7IAjw9PTE5MmTzdYXFBRAo9EgICAARqMRpaWlFnvLZLI+P49EN8dwSURERENGV1eX6aUfa1JSUjB+/Hh89tln2LJlC+655x4EBQVh+fLl+PnPfw4AKC8vx6xZsyyeo6yoqAAA1NTUoKamxurx8/PzGS7vkJ1GozEOdhNERES2Qq1Ww9vbe7DboB+5ofx3xFejiIiIiEgyDJdEREREJBmGSyIiIiKSDMMlEREREUmG4ZKIiIiIJMNwSURERESSYbgkIiIiIskwXBIRERGRZBguiYiIiEgyDJdEREREJBmGSyIiIiKSDMMlEREREUmG4ZKIiIiIJOM42A0QERGR7eru7sby5ctRXV2NyspKi3mlUolly5Zh165dWLlyJS5cuNDn8Xbv3o377rvP9G+9Xo+5c+ciPT0dMTExMBgM2LlzJ/bt24dz587B0dEREydOxK9+9SsEBwf3elyDwYDExERMmDAB2dnZ/T9hG8BwSURERIOmsLAQ1dXVvc6LoogxY8bAz88PqampuHr1qkXNV199hb/+9a8ICAjA6NGjzeaOHDkCrVZrCo6bN2/Gnj17MHPmTMybNw9Xr15FSUkJ1qxZgw0bNiA6Otri+N3d3cjOzsbp06cxYcKEOzzjux/DJREREQ2KEydOoKCgAM7OztDr9VZrBEFASEgIACAiIsJivqOjAwUFBfD09MRvf/tbODqaRxtRFOHv7w9vb28cP34ce/bsQVRUFN58801TTWxsLBYtWoS8vDw89thjcHJyMs21trYiOzsbSqVSgjO2DXzmkoiIiAZcZ2cnsrKyEBwcjICAAKs1arUa9fX1CA0N7fU4+fn5OHfuHNasWQMfHx+LeVEUTeG057Z7bGysWY27uzvCw8Nx5coV1NXVmcb379+PZ599FrW1tUhMTLzdU7RZvHJJREQ0hOz4/I3BbqFXSU9lSXas3NxctLe3IzMzE5mZmVZrBEGAq6srpk6danW+sbERxcXFCAwMxJNPPmkxf/78eZw7d84ULuPi4hAWFob777/fovbSpUsAAAcHB9PY6dOnERoailWrVsHBwQGFhYW3e5o2ieGSiIhoCDmnbhjsFn5wBw8exN69e5GTk4ORI0f2WieKImbMmAFnZ2er8zt27EB3dzdefvllq/OCIMDDwwMPP/wwgOtXKP39/S3qmpubcejQIYwYMQLjxo0zja9cudK0d0tLyy2fn63jbXEiIiIaMCqVChs3bkRMTAzCw8N7rTMYDKiqqjJddfy+Cxcu4NChQ5g+fTqmTJlitUYQBMycOdPsauT3tbe3Y926ddDr9ViyZInZM5u9hVrqG8MlERERDQij0Qi5XI7hw4cjLS2tz9pjx46ho6Oj13C5a9cudHd344UXXrA6r9VqoVQqe10PAJcvX0ZycjJOnjyJuXPnYsGCBbd+MtQr3hYnIiKiAVFUVASFQoGcnBzo9XrTG+IGgwEAoNFoYG9vDw8PD4iiiLFjx8LX19fqsQ4cOAAvLy/IZDKr8wqFAnq9vtdvV547dw6pqak4e/YsHn30UcjlctjZ2UlwlsRwSURENIT8zHvczYt+pMrKymA0GpGenm51PioqCr6+vigpKYEgCL2+JX7mzBmcPXsWCxYs6PWWtyiKmDhxIry8vCzmjh8/jvT0dGg0GsTFxWHNmjWwt+fNXKkwXBIREQ0hUr6RPdSkpKSgra3NYjwvLw/19fXYtm0bXFxc0NraisbGRmRkZFg9Ts83J2fNmtXrXqIoWn2DvLq6GsnJydDpdEhLS0NcXFw/z4Z6w3BJREREA2LSpElWxz08PADAdIu7uLgYbm5uCAwMtFr/1Vdf9Xm8M2fOoKWlxeKWuFqtRkZGBrRaLeRyOR5//PH+nAbdBMMlERERDSmiKCIoKMji13Z6NDU1wcXFpdfPGAmCAE9PT0yePNlsvKCgABqNBgEBATAajSgtLbVYK5PJ+vw8Et0cwyURERENGV1dXVAoFEhNTe21RqPRwN3dvdf58vJyzJo1y+I5yoqKCgBATU0NampqrK7Nz89nuLxDdhqNxjjYTRAREdkKtVoNb2/vwW6DfuSG8t8RX40iIiIiIskwXBIRERGRZBguiYiIiEgyDJdEREREJBmGSyIiIiKSDMMlEREREUmG4ZKIiIiIJMNwSURERESSYbgkIiIiIskwXBIRERGRZBguiYiIiEgyDJdEREREJBmGSyIiIiKSDMMlERERDZru7m4sXboUMpnM6rxSqYRMJkNzczMAoKOjA2+//TZiYmIQEhKC6Oho5OTkoL293ep6vV6PsLAw7NmzBwBgMBjw6aefIj4+HrNnz0ZERASWL1+O8vLyPvs0GAxISEiAXC6/g7O1DQyXRERENGgKCwtRXV3d67woihgzZgz8/PxgMBjw8ssv469//SumTJmC9PR0BAcHo7i4GMuXL4dOp7NYf+TIEWi1WgQHBwMANm/ejC1btmDUqFFITk7G4sWLoVKpsGbNGuzbt89qD93d3cjOzsbp06elOem7nONgN0BERES26cSJEygoKICzszP0er3VGkEQEBISAgD497//jRMnTuCZZ57Ba6+9Zqrx8fHBjh078Pnnn+OZZ54xWy+KIvz9/eHt7Y3jx49jz549iIqKwptvvmmqiY2NxaJFi5CXl4fHHnsMTk5OprnW1lZkZ2dDqVRKeep3NV65JCIiogHX2dmJrKwsBAcHIyAgwGqNWq1GfX09QkNDAQBnz54FAMyePdusLiIiAgBw6tQpi2OIomgKp5WVlQCuh8kbubu7Izw8HFeuXEFdXZ1pfP/+/Xj22WdRW1uLxMTE2z9JG8Url0RERENISUnJYLfQq6efflqyY+Xm5qK9vR2ZmZnIzMy0WiMIAlxdXTF16lQAwP333w8A+Prrr80CZlNTEwBg9OjRZuvPnz+Pc+fOmcJlXFwcwsLCTMe50aVLlwAADg4OprHTp08jNDQUq1atgoODAwoLC/t5traF4ZKIiGgIUalUg93CD+7gwYPYu3cvcnJyMHLkyF7rRFHEjBkz4OzsDAAICwtDeHg4PvroI4waNQpTp05FfX093n77bYwePdoi/AqCAA8PDzz88MMArl+h9Pf3t9inubkZhw4dwogRIzBu3DjT+MqVK017t7S03PF52wqGSyIiIhowKpUKGzduRExMDMLDw3utMxgMqKqqwssvv2wac3BwwNKlS3H27Fn8+te/No17eXkhPz8fo0aNMjuGIAiYOXOm2dXI72tvb8e6deug1+uxevVqODp+F416giXdHj5zSURERAPCaDRCLpdj+PDhSEtL67P22LFj6OjoMN3SBq6/+f3iiy9CpVJh2bJlyMnJwerVq3Ht2jUsW7bM7G1urVYLpVJptv77Ll++jOTkZJw8eRJz587FggUL7vwkiVcuiYiIaGAUFRVBoVAgJycHer3e9Ia4wWAAAGg0Gtjb28PDwwOiKGLs2LHw9fU1rc/Pz4fBYEB+fr7pVjdw/XZ5QkICNm7ciI8//hgAoFAooNfrTZ8g+r5z584hNTUVZ8+exaOPPgq5XA47O7sf6tRtCsMlERHREPL9l1LuJmVlZTAajUhPT7c6HxUVBV9fX5SUlEAQBNNb4j3q6urw85//3CxYAtdf9Jk2bRrKy8vR3t4Od3d3iKKIiRMnwsvLy2Kf48ePIz09HRqNBnFxcVizZg3s7XkzVyoMl0REREOIlG9kDzUpKSloa2uzGM/Ly0N9fT22bdsGFxcXtLa2orGxERkZGWZ1Tk5OuHbtmtVj94wbjUYA118GevLJJy3qqqurkZycDJ1Oh7S0NMTFxd3padH3MFwSERHRgJg0aZLVcQ8PDwAw/QRkcXEx3NzcEBgYaFYXGhqK0tJSlJeXm93urqurg1KpxEMPPYThw4fjzJkzaGlpsbglrlarkZGRAa1WC7lcjscff1zCs6MeDJdEREQ0pIiiiKCgILM3twFg1apVOHr0KDIyMvD0009jwoQJOHfuHP77v/8bjo6OePXVVwFcf0vc09MTkydPNltfUFAAjUaDgIAAGI1GlJaWWuwtk8n6/DwS3RzDJREREQ0ZXV1dUCgUSE1NtZgbPXo0CgsLUVBQgMOHD+O///u/MWLECISGhmLp0qWmj6OXl5dj1qxZFs9RVlRUAABqampQU1Njdf/8/HyGyztkp9FojIPdBBERka1Qq9Xw9vYe7DboR24o/x3x1SgiIiIikgzDJRERERFJhuGSiIiIiCTDcElEREREkmG4JCIiIiLJMFwSERERkWQYLomIiIhIMgyXRERERCQZhksiIiIikgzDJRERERFJhuGSiIiIiCTDcElEREREkmG4JCIiIiLJMFwSERHRoOnu7sbSpUshk8msziuVSshkMjQ3NwMALl++jLfeegtPPvkk5syZg4ULF2Lnzp24du2a1fV6vR5hYWHYs2cPAMBgMODTTz9FfHw8Zs+ejYiICCxfvhzl5eV99mkwGJCQkAC5XH4HZ2sbGC6JiIho0BQWFqK6urrXeVEUMWbMGPj5+aGtrQ1Lly7F3/72NwQEBCAlJQUBAQF45513sG7dOhiNRov1R44cgVarRXBwMABg8+bN2LJlC0aNGoXk5GQsXrwYKpUKa9aswb59+6z20N3djezsbJw+fVqak77LOQ52A0RERGSbTpw4gYKCAjg7O0Ov11utEQQBISEhAICPPvoIZ86cwQsvvICXX37ZVOPv74+33noL+/fvx1NPPWW2XhRF+Pv7w9vbG8ePH8eePXsQFRWFN99801QTGxuLRYsWIS8vD4899hicnJxMc62trcjOzoZSqZTy1O9qvHJJREREA66zsxNZWVkIDg5GQECA1Rq1Wo36+nqEhoYCAA4ePIhhw4ZhyZIlZnXPPPMMRowYgV27dlkcQxRFUzitrKwEcD1M3sjd3R3h4eG4cuUK6urqTOP79+/Hs88+i9raWiQmJvb7XG0Nr1wSERENITt/+elgt9Cr53YvkuxYubm5aG9vR2ZmJjIzM63WCIIAV1dXTJ06FQBw8eJFjB8/Hvfcc49Znb29Pfz8/HDy5EkYjUbY2dkBAM6fP49z586ZwmVcXBzCwsJw//33W+x16dIlAICDg4Np7PTp0wgNDcWqVavg4OCAwsLCOz5vW8BwSURENIS0Ki8Mdgs/uIMHD2Lv3r3IycnByJEje60TRREzZsyAs7MzAGDYsGHo6OiwWqvRaKDX63H58mV4enoCuB5OPTw88PDDDwO4foXS39/fYm1zczMOHTqEESNGYNy4cabxlStXmvZuaWnp17naIt4WJyIiogGjUqmwceNGxMTEIDw8vNc6g8GAqqoq01VHAJgyZQrOnz+PEydOmNXW1tbiwoXroVyn05nGBUHAzJkzza5Gfl97ezvWrVsHvV6PJUuWwNHxu+tuPcGSbg/DJREREQ0Io9EIuVyO4cOHIy0trc/aY8eOoaOjwyxcvvTSS7C3t8crr7yC//mf/0FLSwsOHz6M1157DR4eHgC+u62t1WqhVCrN1n/f5cuXkZycjJMnT2Lu3LlYsGCBBGdJvC1OREREA6KoqAgKhQI5OTnQ6/WmN8QNBgOA67e27e3t4eHhAVEUMXbsWPj6+prWT548GTk5Ofjtb3+L119/HQDg6uqKxYsXo7m5GSUlJaaQqVAooNfrTZ8g+r5z584hNTUVZ8+exaOPPgq5XG56VpPuDMMlERHREHLvVN+bF/1IlZWVwWg0Ij093ep8VFQUfH19UVJSAkEQTG+J32j27NkoKSlBXV0dDAYDxo8fD1dXVyxbtgw+Pj6mW9miKGLixInw8vKyOMbx48eRnp4OjUaDuLg4rFmzBvb2vJkrFYZLIiKiIUTKN7KHmpSUFLS1tVmM5+Xlob6+Htu2bYOLiwtaW1vR2NiIjIwMs7qjR4/izJkzeOaZZzBp0iTT+JUrV1BTU4O5c+eaxkRRxJNPPmmxV3V1NZKTk6HT6ZCWloa4uDgJz5AAhksiIiIaIDcGwhv13Mru+QnI4uJiuLm5ITAw0KxOoVCgoKAAP/vZzxAUFATg+nOcf/jDH2AwGLBo0fVgfubMGbS0tFjcEler1cjIyIBWq4VcLsfjjz8u5enR/8NwSUREREOKKIoICgoye3MbuP6x9F27diEzMxPPPfccvLy8cPjwYYiiiCVLlpg+MyQIAjw9PTF58mSz9QUFBdBoNAgICIDRaERpaanF3jKZrM/PI9HNMVwSERHRkNHV1QWFQoHU1FSLuVGjRmH79u3Iz8/Hf/3Xf0Gn02Hs2LHYuHEjHn30UVNdeXk5Zs2aZfEcZUVFBQCgpqYGNTU1VvfPz89nuLxDdhqNxvJX3omIiOgHoVar4e3tPdht0I/cUP474qtRRERERCQZhksiIiIikgzDJRERERFJhuGSiIiIiCTDcElEREREkmG4JCIiIiLJMFwSERERkWQYLomIiIhIMgyXRERERCQZhksiIiIikgzDJRERERFJhuGSiIiIiCTDcElERESDpru7G0uXLoVMJrM6r1QqIZPJ0NzcbDHX1taG6Oho7Nixw+parVaL7du345lnnsGcOXMwf/58fPLJJ+ju7rZaf/HiRchkMlRVVZnW5+fnIzY2FiEhIYiMjERqaipqamr6PKeb9XW3Y7gkIiKiQVNYWIjq6upe50VRxJgxY+Dn52c2rtVqkZ6eDpVKZXXdtWvX8Nprr+HDDz/EtGnTkJaWhvHjx2Pr1q343e9+Z3WNIAgYNmwYAgMDYTQakZGRgY8++gj+/v5IS0tDXFwcvvrqKyQlJaGystLqMW7Wly1wHOwGiIiIyDadOHECBQUFcHZ2hl6vt1ojCAJCQkLMxhoaGrB+/Xo0NDT0eux//etfEEURq1atwq9+9SsAwLx58/Db3/4Wu3btQkxMDAICAszWiKKIoKAgODk54YsvvkBFRQUSExOxcuVKU01MTAzi4+ORm5uLnTt33nZftoBXLomIiGjAdXZ2IisrC8HBwRYhr4darUZ9fT1CQ0NNY4WFhUhISIBarcbChQt7Pf7nn38OJycnLFiwwGz8hRdeAADs27fPbLyrqwsKhcK0V8+VydjYWLM6Hx8fTJs2DY2NjdBoNLfdly3glUsiIqIh5NF9Q/d26j+jR0t2rNzcXLS3tyMzMxOZmZlWawRBgKurK6ZOnWoaO3XqFKKjo7Fs2TI0NTWhqKjI6tqamhqMGzcOrq6uZuN+fn74yU9+ghMnTpiNK5VKdHZ2Ijg4GACwevVqzJ8/H6NHW57zpUuXAAD29t9do7vVvmwBwyUREdEQUqXuGuwWfnAHDx7E3r17kZOTg5EjR/ZaJ4oiZsyYAWdnZ9OYXC43/bupqcnqOq1WiytXrpiF0huNHj0aLS0tZmOCIGD8+PHw8fEBAHh6esLT09NibXV1NWpqajBhwgR4eHjcVl+2grfFiYiIaMCoVCps3LgRMTExCA8P77XOYDCgqqrK4nnLG4Nmb9rb2wEAw4YNszp/zz334OrVq2Zjoiha7GWt96ysLABAUlLSbfdlKxguiYiIaEAYjUbI5XIMHz4caWlpfdYeO3YMHR0dNw18ve1z4/+3Nu/g4GD6d3NzM5qamvrcq6WlBStWrMCFCxeQkJDQZzC2dbwtTkRERAOiqKgICoUCOTk50Ov1pjfEDQYDAECj0cDe3h4eHh4QRRFjx46Fr6/vbe/Tc8VSq9VanddqtXBzczP9WxRFuLu7Y8qUKVbra2trsXbtWnzzzTdYtGgRkpOTb7snW8JwSURENIQEeTsNdgs/mLKyMhiNRqSnp1udj4qKgq+vL0pKSiAIgtlb4rfDzc0Nnp6evX5rUqVSmYVWURQhk8ng6GgZiw4fPowNGzZAp9MhOTkZCQkJ/erJljBcEhERDSFSvpE91KSkpKCtrc1iPC8vD/X19di2bRtcXFzQ2tqKxsZGZGRk9HuvyZMnQ6FQQKvV4p577jGNNzc3Q6PR4LHHHgMA6HQ6HDlyxOpeBw4cQGZmJhwcHLBp0yZERkb2ux9bwnBJREREA2LSpElWx3veuu75Ccji4mK4ubkhMDCw33s9/vjjEAQBO3fuNH1EHQD+9Kc/AQCio6MBAEePHoVOpzN9gqhHXV0dsrOz4ejoiLy8PEyfPr3fvdgahksiIiIaUnp+KcfabepbFRUVhZKSErz77rtoaWnBQw89hC+//BL/+te/8Oyzz+LBBx8EcP0TRP7+/hg1apTZ+q1bt0Kn0yE0NBQqlQqlpaUWe0RERFh8R5MYLomIiGgI6fmlnNTU1Ds6jp2dHXJzc/H+++/jH//4Bz7//HPcd999SE1NxXPPPWeqKy8vx9y5c83WGgwGHD16FMD18CkIgtU9du/ezXBphZ1Go7H+nj4RERFJTq1Ww9vbe7DboB+5ofx3xO9cEhEREZFkGC6JiIiISDIMl0REREQkGYZLIiIiIpIMwyURERERSYbhkoiIiIgkw3BJRERERJJhuCQiIiIiyTBcEhEREZFkGC6JiIiISDIMl0REREQkGYZLIiIiIpIMwyURERERSYbhkoiIiAZNd3c3li5dCplMZnVeqVRCJpOhubnZYq6trQ3R0dHYsWNHn3u89dZbePrpp/us+c1vfoOkpCSzfVNSUhAZGYnQ0FDExsZix44d0Ov1fR7nz3/+c6/nYiscB7sBIiIisl2FhYWorq7udV4URYwZMwZ+fn5m41qtFunp6VCpVH0e/7PPPsPf/vY3+Pr69ln35Zdf4tlnnwUAHD16FKtWrYKXlxcWLlyIESNGoLKyEgUFBTh+/Di2bt0Ke3vL63OHDh3Cu+++2+c+toDhkoiIiAbFiRMnUFBQAGdn516vCAqCgJCQELOxhoYGrF+/Hg0NDb0eW6vVYuvWrfjb3/520z5OnToFtVpt2mfTpk1wc3PDxx9/jFGjRgEA5s+fj3feeQd/+ctfcODAAcydO9e03mAw4OOPP0ZBQQG6u7tvut/djrfFiYiIaMB1dnYiKysLwcHBCAgIsFqjVqtRX1+P0NBQ01hhYSESEhKgVquxcOFCq+vq6urwzDPP4G9/+xvmzZuH0aNH99mLKIrw9vaGv78/Ll68iLNnzyI8PNwULHs89dRTAK7fMr+xx+eeew7bt2/H7NmzMXHixFs6/7sZr1wSERENIa5vrBzsFnp1NUu6W765ublob29HZmYmMjMzrdYIggBXV1dMnTrVNHbq1ClER0dj2bJlaGpqQlFRkcW65uZmeHt7Qy6XIygo6KbPW4qiiODgYADAyJEj8be//Q0uLi4Wdd988w0AmN0S//bbb2Fvb49NmzZh7ty5WL58+c1P/i7HcElERDSEODTUDnYLP7iDBw9i7969yMnJwciRI3utE0URM2bMgLOzs2lMLpeb/t3U1GR1XUhICCIiIm6plytXrqCmpsZ0FdTR0RFjxoyxWvvpp58CAKZPn24ae+CBB/DZZ5/Bzs7ulvazBbwtTkRERANGpVJh48aNiImJQXh4eK91BoMBVVVVFs9b3hg0e3MrNT2+/PJL2NnZ3fQN7w8++ACVlZWYOHEiwsLCTOOOjo4Mlt/DcElEREQDwmg0Qi6XY/jw4UhLS+uz9tixY+jo6LAIl1ITRRGPPPII3Nzceq354IMPsH37dnh5eeG3v/2t1TfF6Tu8LU5EREQDoqioCAqFAjk5OdDr9aY3xA0GAwBAo9HA3t4eHh4eEEURY8eOveknhO6E0WjEl19+iUWLFlmdNxgMyMnJwa5duzB69Gj84Q9/sPgkElliuCQiIhpCusc9NNgt/GDKyspgNBqRnp5udT4qKgq+vr4oKSmBIAhmb4n/EL766itcunTJ6tXRzs5OrFu3DuXl5XjggQeQl5eHe++99wft527BcElERDSESPlG9lCTkpKCtrY2i/G8vDzU19dj27ZtcHFxQWtrKxobG5GRkfGD9iOKIu69916MGzfObPzq1atISUlBdXU1ZsyYgbfeegvu7u4/aC93E4ZLIiIiGhCTJk2yOu7h4QEAppdqiouL4ebmhsDAwB+0nxs/QXSjjRs3orq6GnPmzMHmzZvh5OT0g/Zxt2G4JCIioiFFFEUEBQXB0fGHiykajQa1tbVITEw0Gz9+/Dj+8Y9/wMnJCcHBwfif//kfi7V+fn6YMmXKD9bbjx3DJREREQ0ZXV1dUCgUSE1N/UH3+fLLL+Hg4ICgoCCz8crKSlMfb731ltW1Tz31FMNlH+w0Go1xsJsgIiKyFWq1Gt7e3oPdBv3IDeW/I36oiYiIiIgkw3BJRERERJJhuCQiIiIiyTBcEhEREZFkGC6JiIiISDIMl0REREQkGYZLIiIiIpIMwyURERERSYbhkoiIiIgkw3BJRERERJJhuCQiIiIiyTBcEhEREZFkGC6JiIiISDIMl0RERDRouru7sXTpUshkMqvzSqUSMpkMzc3NFnNtbW2Ijo7Gjh07rK69cOEC5HI5nnzySQQHB+PJJ5/Eb37zG6jVaqv1Fy9ehEwmQ1VVFQBAq9UiPz8fsbGxCAkJQWRkJFJTU1FTU9PnOd2sr7ud42A3QERERLarsLAQ1dXVvc6LoogxY8bAz8/PbFyr1SI9PR0qlcrqum+//RYvvfQS2traMG/ePPz85z9HQ0MDdu/ejYqKChQWFmLUqFFmawRBwLBhwxAYGAij0YiMjAxUVFQgMjIS8fHx+Pbbb1FcXIykpCTk5eVZDcQ368sWMFwSERHRoDhx4gQKCgrg7OwMvV5vtUYQBISEhJiNNTQ0YP369WhoaOj12O+99x7+7//+D1u2bEFwcLBpfObMmUhPT8eHH36IV155xWyNKIoICgqCk5MTvvjiC1RUVCAxMRErV6401cTExCA+Ph65ubnYuXPnbfdlC3hbnIiIiAZcZ2cnsrKyEBwcjICAAKs1arUa9fX1CA0NNY0VFhYiISEBarUaCxcu7PX4FRUV8PPzMwuWABAWFgZ3d3ccPXrUbLyrqwsKhcK0V2VlJQAgNjbWrM7HxwfTpk1DY2MjNBrNbfdlC3jlkoiIaAi5qlgz2C30ynVGnmTHys3NRXt7OzIzM5GZmWm1RhAEuLq6YurUqaaxU6dOITo6GsuWLUNTUxOKioqsrt2+fTs6Ozstxq9evYqrV6/C3t78+ppSqURnZ6cpjK5evRrz58/H6NGjLY5x6dIlADA7xq32ZQsYLomIiIaQa1dODnYLP7iDBw9i7969yMnJwciRI3utE0URM2bMgLOzs2lMLpeb/t3U1NTrWh8fH6vjf/nLX9Dd3Y0ZM2aYjQuCgPHjx5vWeXp6wtPT02J9dXU1ampqMGHCBHh4eNx2X7aAt8WJiIhowKhUKmzcuBExMTEIDw/vtc5gMKCqqsriecsbg+btqqqqwgcffAA3NzcsWrTIbE4URYu9rPWelZUFAEhKSpKsr7sNwyURERENCKPRCLlcjuHDhyMtLa3P2mPHjqGjo+Omge9Wffnll1i7di2uXbsGuVxudmWzubkZTU1Nfe7V0tKCFStW4MKFC0hISOgzGNs63hYnIiKiAVFUVASFQoGcnBzo9XrTG+IGgwEAoNFoYG9vDw8PD4iiiLFjx8LX1/eO992zZw82b94MOzs7vPnmmwgLCzObF0UR7u7umDJlitX1tbW1WLt2Lb755hssWrQIycnJd9zT3YzhkoiIaAix95g42C38YMrKymA0GpGenm51PioqCr6+vigpKYEgCGZvifdXfn4+PvroI7i7u+N3v/sdgoKCLGpEUYRMJoOjo2UsOnz4MDZs2ACdTofk5GQkJCTccU93O4ZLIiKiIUTKN7KHmpSUFLS1tVmM5+Xlob6+Htu2bYOLiwtaW1vR2NiIjIyMO9rv7bffxl//+lfce++9eOeddzBu3DiLGp1OhyNHjljd68CBA8jMzISDgwM2bdqEyMjIO+rHVjBcEhER0YCYNGmS1fGet657fvGmuLgYbm5uCAwM7Pdeu3btwl//+lf89Kc/xXvvvWf1k0IAcPToUeh0OovvYdbV1SE7OxuOjo7Iy8vD9OnT+92LrWG4JCIioiGl55dyrN2mvhVXr17FH//4RwBAREQEjhw5YlHj6uqKiIgICIIAf39/i5+C3Lp1K3Q6HUJDQ6FSqVBaWmpxjIiICLi6uvarx7sZwyURERENGT2/lJOamtrvY3z11Ve4cuUKAOCTTz6xWuPr64uIiAiUl5dj7ty5ZnMGg8H0Cz6CIEAQBKvH2L17N8OlFXYajcY42E0QERHZCrVaDW9v78Fug37khvLfEb9zSURERESSYbgkIiIiIskwXBIRERGRZBguiYiIiEgyDJdEREREJBmGSyIiIiKSDMMlEREREUmG4ZKIiIiIJMNwSURERESSYbgkIiIiIskwXBIRERGRZBguiYiIiEgyDJdEREREJBmGSyIiIho03d3dWLp0KWQymdV5pVIJmUyG5uZmi7m2tjZER0djx44dVtdeunQJmzdvxtNPP405c+Zg4cKFKC4uhtFotFp/8eJFyGQyVFVVAQC0Wi3y8/MRGxuLkJAQREZGIjU1FTU1NX2e0836uts5DnYDREREZLsKCwtRXV3d67woihgzZgz8/PzMxrVaLdLT06FSqayua29vx7Jly9Da2or58+fjpz/9KcrLy/G73/0ODQ0NeOWVVyzWCIKAYcOGITAwEEajERkZGaioqEBkZCTi4+Px7bffori4GElJScjLy7MaiG/Wly1guCQiIqJBceLECRQUFMDZ2Rl6vd5qjSAICAkJMRtraGjA+vXr0dDQ0Ouxi4qK0NTUhI0bN+LRRx8FAMTGxmLt2rUoLi5GXFwcxowZY7ZGFEUEBQXByckJX3zxBSoqKpCYmIiVK1eaamJiYhAfH4/c3Fzs3LnztvuyBQyXREREQ8iOz98Y7BZ6lfRUlmTH6uzsRFZWFoKDg9HZ2YmjR49a1KjVatTX1yMlJcU0VlhYiO3bt8PNzQ0LFy5EUVGR1ePr9Xo89NBDiIyMNBufOXMmysrKcOrUKbNw2dXVBYVCgTVr1gAAKisrAVwPpDfy8fHBtGnT8O9//xsajQaenp631ZctYLgkIiIaQs6pbeOqV25uLtrb25GZmYnMzEyrNYIgwNXVFVOnTjWNnTp1CtHR0Vi2bBmampp6DXEvv/yy1fFTp04BAO677z6zcaVSic7OTgQHBwMAVq9ejfnz52P06NEWx7h06RIAwN7+u1dXbrUvW8BwSURERAPq4MGD2Lt3L3JycjBy5Mhe60RRxIwZM+Ds7Gwak8vlpn83NTXd0n5Xr15Fc3Mz9u/fj7179yI8PByTJ082qxEEAePHj4ePjw8AwNPT03RV8kbV1dWoqanBhAkT4OHhcUd93a0YLomIiGjAqFQqbNy4ETExMQgPD++1zmAwoKqqyuIK5I1B81a99957+Mtf/gIA+NnPfma69X0jURT77Ken96ys648GJCUl3XFfdyt+ioiIiIgGhNFohFwux/Dhw5GWltZn7bFjx9DR0WHxMk9/zJ49G7///e+xatUqXL58GQkJCaitrTXNNzc3o6mpqc+9WlpasGLFCly4cAEJCQk3DaK2jFcuiYiIhpCfeY8b7BZ+MEVFRVAoFMjJyYFerze9IW4wGAAAGo0G9vb28PDwgCiKGDt2LHx9fe9436CgIABAWFgYZs2ahcTERPzhD39Afn4+gOtXLd3d3TFlyhSr62tra7F27Vp88803WLRoEZKTk++4p7sZwyUREdEQIuUb2UNNWVkZjEYj0tPTrc5HRUXB19cXJSUlEAQBoaGhkvfw4IMPYuzYsfjqq69MY6IoQiaTwdHRMhYdPnwYGzZsgE6nQ3JyMhISEiTv6W7DcElEREQDIiUlBW1tbRbjeXl5qK+vx7Zt2+Di4oLW1lY0NjYiIyOjX/sYjUY8//zzcHZ2xocffmgx39HRARcXFwCATqfDkSNHrO514MABZGZmwsHBAZs2bbL4rBFZx3BJREREA2LSpElWx3veuu75xZvi4mK4ubkhMDCwX/vY2dnB29sbgiDgyy+/xKxZs0xzf//733HhwgXMmzcPAHD06FHodDrTJ4h61NXVITs7G46OjsjLy8P06dP71YstYrgkIiKiIaXnl3Ks3aa+VWvWrMH//u//4tVXX0VsbCx++tOf4sSJE/j8889x//33Y8WKFQCuf4LI398fo0aNMlu/detW6HQ6hIaGQqVSobS01GKPiIgIuLq69rvHuxXDJREREQ0ZPb+Uk5qaekfHuf/++/Hxxx/jvffew759+9DW1gYfHx8sXLgQL774Itzd3QEA5eXlmDt3rtlag8Fg+sUgQRAgCILVPXbv3s1waYWdRqMxDnYTREREtkKtVsPb23uw26AfuaH8d8TvXBIRERGRZBguiYiIiEgyDJdEREREJBmGSyIiIiKSDMMlEREREUmG4ZKIiIiIJMNwSURERESSYbgkIiIiIskwXBIRERGRZBguiYiIiEgyDJdEREREJBmGSyIiIiKSDMMlERERDZru7m4sXboUMpnM6rxSqYRMJkNzc7PFXFtbG6Kjo7Fjx45b2mv9+vWQyWRoaWmxOn/x4kXIZDJUVVUBALRaLfLz8xEbG4uQkBBERkYiNTUVNTU1fe5zu33dbRguiYiIaNAUFhaiurq613lRFDFmzBj4+fmZjWu1WqSnp0OlUt3SPvv378c//vGPPmsEQcCwYcMQGBgIo9GIjIwMfPTRR/D390daWhri4uLw1VdfISkpCZWVlVaPcbt93Y0cB7sBIiIisk0nTpxAQUEBnJ2dodfrrdYIgoCQkBCzsYaGBqxfvx4NDQ23tE9LSwtycnL63Ae4HmSDgoLg5OSEL774AhUVFUhMTMTKlStNNTExMYiPj0dubi527tx5R33drXjlkoiIiAZcZ2cnsrKyEBwcjICAAKs1arUa9fX1CA0NNY0VFhYiISEBarUaCxcuvOk+3d3dyM7Oxk9/+lP8x3/8R691XV1dUCgUpr16rkzGxsaa1fn4+GDatGlobGyERqPpd193M165JCIiGkJKSkoGu4VePf3005IdKzc3F+3t7cjMzERmZqbVGkEQ4OrqiqlTp5rGTp06hejoaCxbtgxNTU0oKirqc5/CwkKcPHkSH3/8Mf785z/3WqdUKtHZ2Yng4GAAwOrVqzF//nyMHj3aovbSpUsAAHv7767R3W5fdzOGSyIioiHEFp7VO3jwIPbu3YucnByMHDmy1zpRFDFjxgw4OzubxuRyuenfTU1Nfe5TU1ODgoICrFmzBg888ECftYIgYPz48fDx8QEAeHp6wtPT06KuuroaNTU1mDBhAjw8PPrV192Ot8WJiIhowKhUKmzcuBExMTEIDw/vtc5gMKCqqsriecsbg2ZfOjs7kZ2djenTp2PBggU3rRdF0WIva71nZWUBAJKSkvrVly3glUsiIiIaEEajEXK5HMOHD0daWlqftceOHUNHR8dNA19vcnNzcfnyZeTn58POzq7P2ubmZjQ1NfW5V0tLC1avXo0LFy4gISGhz2Bs63jlkoiIiAZEUVERFAoFUlNTodfrodFooNFoYDAYAAAajQZXrlwBcP1K4tixY+Hr63vb+/Tcdl++fDmcnZ1N+3R1dQG4/h3KG1/GEUUR7u7umDJlitXj1dbW4qWXXsK5c+ewaNEiJCcn33ZPtoRXLomIiIYQay+Q3C3KyspgNBqRnp5udT4qKgq+vr4oKSmBIAhmb4nfjn//+98AgLfeegtvvfWWxfzzzz8P4Ls3wkVRhEwmg6OjZSw6fPgwNmzYAJ1Oh+TkZCQkJPSrJ1vCcElERDSESPlG9lCTkpKCtrY2i/G8vDzU19dj27ZtcHFxQWtrKxobG5GRkdGvfZ5//nk88cQTFuN//vOfUVFRgTfeeANeXl4AAJ1OhyNHjljd68CBA8jMzISDgwM2bdqEyMjIfvVjaxguiYiIaEBMmjTJ6njPW9c9PwFZXFwMNzc3BAYG9mufBx54wOrb4aWlpQCAKVOm4L777gMAHD16FDqdzvQJoh51dXXIzs6Go6Mj8vLyMH369H71YosYLomIiGhI6fmlHGu3qaUmCAL8/f0xatQos/GtW7dCp9MhNDQUKpXKFExvFBERAVdX1x+8xx8bhksiIiIaMnp+KSc1NXVA9isvL8fcuXPNxgwGA44ePQrgevgUBMHq2t27dzNcWmGn0WiMg90EERGRrVCr1fD29h7sNuhHbij/HfFTREREREQkGYZLIiIiIpIMwyURERERSYbhkoiIiIgkw3BJRERERJJhuCQiIiIiyTBcEhEREZFkGC6JiIiISDIMl0REREQkGYZLIiIiIpIMwyURERERSYbhkoiIiIgkw3BJRERERJJhuCQiIqJB093djaVLl0Imk1mdVyqVkMlkaG5utphra2tDdHQ0duzYYXXtBx98AJlMZvX/rK25ePEiZDIZqqqqAABarRb5+fmIjY1FSEgIIiMjkZqaipqamj7P6WZ93e0cB7sBIiIisl2FhYWorq7udV4URYwZMwZ+fn5m41qtFunp6VCpVL2ura+vh6urK1577TWLufHjx1uMCYKAYcOGITAwEEajERkZGaioqEBkZCTi4+Px7bffori4GElJScjLy7MaiG+lr7sdwyURERENihMnTqCgoADOzs7Q6/VWawRBQEhIiNlYQ0MD1q9fj4aGhj6PX1dXhwceeABPPPHELfUjiiKCgoLg5OSEL774AhUVFUhMTMTKlStNNTExMYiPj0dubi527tzZr77udrwtTkRERAOus7MTWVlZCA4ORkBAgNUatVqN+vp6hIaGmsYKCwuRkJAAtVqNhQsX9np8rVaL8+fP44EHHrilfrq6uqBQKEx7VVZWAgBiY2PN6nx8fDBt2jQ0NjZCo9Hcdl+2gFcuiYiIhpCdv/x0sFvo1XO7F0l2rNzcXLS3tyMzMxOZmZlWawRBgKurK6ZOnWoaO3XqFKKjo7Fs2TI0NTWhqKjI6tqGhgZcu3YN48aNAwDodDo4ODjA0dF69FEqlejs7ERwcDAAYPXq1Zg/fz5Gjx5tUXvp0iUAgL39d9fobrUvW8BwSURENIS0Ki8Mdgs/uIMHD2Lv3r3IycnByJEje60TRREzZsyAs7OzaUwul5v+3dTU1Ovauro6ANdD34IFC9DU1AR7e3sEBgZizZo1ePDBB83qBUHA+PHj4ePjAwDw9PSEp6enxXGrq6tRU1ODCRMmwMPD47b7sgW8LU5EREQDRqVSYePGjYiJiUF4eHivdQaDAVVVVRbPW94YNPvSEy6PHTuG2NhY5OTk4KWXXsLJkyexdOlS1NbWmtWLomixl7Xes7KyAABJSUn96ssW8MolERERDQij0Qi5XI7hw4cjLS2tz9pjx46ho6PjpoGvN7NmzYKbmxsWLlxougIZFhaGkJAQvPTSS3j77bdRUFAAAGhubkZTU1Ofe7W0tGD16tW4cOECEhIS+gzGto7hkoiIiAZEUVERFAoFcnJyoNfrTW+IGwwGAIBGo4G9vT08PDwgiiLGjh0LX1/ffu01Z84czJkzx2L8oYcewsMPP4zq6mp0dHTAzc0NoijC3d0dU6ZMsXqs2tparF27Ft988w0WLVqE5OTkfvVkKxguiYiIhpB7p/YvTP0YlJWVwWg0Ij093ep8VFQUfH19UVJSAkEQzN4Sl5KXlxeMRiOuXr1qCpcymczqyz6HDx/Ghg0boNPpkJycjISEhB+kp7sJwyUREdEQIuUb2UNNSkoK2traLMbz8vJQX1+Pbdu2wcXFBa2trWhsbERGRka/9jEajVi8eDGA658I+r7Gxka4ubnhJz/5CXQ6HY4cOWJ1rwMHDiAzMxMODg7YtGkTIiMj+9WPrWG4JCIiogExadIkq+M9b133/OJNcXEx3NzcEBgY2K997OzsMGLECJSXl+Pw4cNmz0d+/vnnaGxsxPz58+Hg4IDKykrodDrTJ4h61NXVITs7G46OjsjLy8P06dP71YstYrgkIiKiIaXnl3J6+yblrUhJSUFNTQ3Wr1+PefPm4ec//zlOnDiBzz//HA888ABWrFgB4PoniPz9/TFq1Ciz9Vu3boVOp0NoaChUKhVKS0st9oiIiICrq2u/e7xbMVwSERHRkNHzSzmpqal3dJwHHngAH3/8MbZv344vvvgCbW1t8Pb2xsKFC7F48WIMHz4cAFBeXo65c+earTUYDDh69CiA6+FTEASre+zevZvh0go7jUZjHOwmiIiIbIVarYa3t/dgt0E/ckP574gfUSciIiIiyTBcEhEREZFkGC6JiIiISDIMl0REREQkGYZLIiIiIpIMwyURERERSYbhkoiIiIgkw3BJRERERJJhuCQiIiIiyTBcEhEREZFkGC6JiIiISDIMl0REREQkGYZLIiIiIpIMwyURERENmu7ubixduhQymczqvFKphEwmQ3Nzs8VcW1sboqOjsWPHjl6P//e//x0vvvgiwsLC8Pjjj+OVV15BU1OT1dqLFy9CJpOhqqoKAKDVapGfn4/Y2FiEhIQgMjISqampqKmp6fOcbqWvuxnDJREREQ2awsJCVFdX9zoviiLGjBkDPz8/s3GtVov09HSoVKpe127fvh1ZWVlwcnJCcnIyfvnLX6KqqgovvfQSWlpaLOoFQcCwYcMQGBgIo9GIjIwMfPTRR/D390daWhri4uLw1VdfISkpCZWVlVb3vJW+7naOg90AERER2aYTJ06goKAAzs7O0Ov1VmsEQUBISIjZWENDA9avX4+GhoZej33y5El89NFHmDNnDt566y04ODgAAGQyGZYvX46PP/4Y69atM1sjiiKCgoLg5OSEL774AhUVFUhMTMTKlStNNTExMYiPj0dubi527tx5233ZAl65JCIiogHX2dmJrKwsBAcHIyAgwGqNWq1GfX09QkNDTWOFhYVISEiAWq3GwoULez3+rl27cO3aNaxdu9YULAFg2rRpSEpKwuTJk83qu7q6oFAoTHv1XJmMjY01q/Px8cG0adPQ2NgIjUZz233ZAl65JCIiGkIe3Td0b6f+M3q0ZMfKzc1Fe3s7MjMzkZmZabVGEAS4urpi6tSpprFTp04hOjoay5YtQ1NTE4qKiqyuVSgUGDduHO677z4A18PjtWvX4OLigiVLlljUK5VKdHZ2Ijg4GACwevVqzJ8/H6NHW57zpUuXAAD29t9do7vVvmwBwyUREdEQUqXuGuwWfnAHDx7E3r17kZOTg5EjR/ZaJ4oiZsyYAWdnZ9OYXC43/bu3F3O6urrQ3NyM0NBQHD16FNu2bcOJEycAAAEBAVizZg0efvhhszWCIGD8+PHw8fEBAHh6esLT09Pi2NXV1aipqcGECRPg4eFxW33ZCt4WJyIiogGjUqmwceNGxMTEIDw8vNc6g8GAqqoqi+ctbwyavWlvb8e1a9dw5swZJCcnY9KkSdi8eTNWr16NpqYmrFixwhQ2e4iiaLGXtd6zsrIAAElJSbfdl63glUsiIiIaEEajEXK5HMOHD0daWlqftceOHUNHR8dNA581PS8HnTt3DikpKVi0aJFpLigoCImJicjLy8P7778PAGhubkZTU1Ofe7W0tGD16tW4cOECEhIS+gzGto7hkoiIiAZEUVERFAoFcnJyoNfrTSHQYDAAADQaDezt7eHh4QFRFDF27Fj4+vre9j6urq4AAAcHB8yfP99s7sEHH8TDDz+M6upqXL16Fa6urhBFEe7u7pgyZYrV49XW1mLt2rX45ptvsGjRIiQnJ992T7aE4ZKIiGgICfJ2GuwWfjBlZWUwGo1IT0+3Oh8VFQVfX1+UlJRAEASzt8Rvx/Dhw+Hm5gZHR0e4uLhYzI8cORJGoxEdHR2mcCmTyeDoaBmLDh8+jA0bNkCn0yE5ORkJCQn96smWMFwSERENIVK+kT3UpKSkoK2tzWI8Ly8P9fX12LZtG1xcXNDa2orGxkZkZGT0ax87Ozs89NBDUCgUUKlUFm98nz9/Hq6urvDy8oJOp8ORI0es7nXgwAFkZmbCwcEBmzZtQmRkZL/6sTUMl0RERDQgJk2aZHW8563rnp+ALC4uhpubGwIDA/u91y9+8QtUVVVh+/bt2LBhg2m8vLzc9Nkge3t7HD16FDqdzvQJoh51dXXIzs6Go6Mj8vLyMH369H73YmsYLomIiGhI6fmlHGu3qW/V448/jkOHDmHv3r345ptvEBYWhvPnz+O//uu/4O3tbfrVHUEQ4O/vj1GjRpmt37p1K3Q6HUJDQ6FSqVBaWmqxR0REhOn5TvoOwyURERENGT2/lJOamnrHx9q4cSM+++wzlJSU4O2334a7uzseffRRrFixwhQmy8vLMXfuXLN1BoMBR48eBXA9fAqCYPX4u3fvZri0wk6j0RgHuwkiIiJboVar4e3tPdht0I/cUP474kfUiYiIiEgyDJdEREREJBmGSyIiIiKSDMMlEREREUmG4ZKIiIiIJMNwSURERESSYbgkIiIiIskwXBIRERGRZBguiYiIiEgyDJdEREREJBmGSyIiIiKSDMMlEREREUmG4ZKIiIgGTXd3N5YuXQqZTGZ1XqlUQiaTobm52WKura0N0dHR2LFjh8WcTCa76f9938WLFyGTyVBVVQUA0Gq1yM/PR2xsLEJCQhAZGYnU1FTU1NT0eU599WULHAe7ASIiIrJdhYWFqK6u7nVeFEWMGTMGfn5+ZuNarRbp6elQqVRW18nlcqvjX375JUpLS/Ef//EfFnOCIGDYsGEIDAyE0WhERkYGKioqEBkZifj4eHz77bcoLi5GUlIS8vLyrAbUm/VlCxguiYiIaFCcOHECBQUFcHZ2hl6vt1ojCAJCQkLMxhoaGrB+/Xo0NDT0euwnnnjCYuzixYt4++23MWbMGGRlZVnMi6KIoKAgODk54YsvvkBFRQUSExOxcuVKU01MTAzi4+ORm5uLnTt33nZftoC3xYmIiGjAdXZ2IisrC8HBwQgICLBao1arUV9fj9DQUNNYYWEhEhISoFarsXDhwtva86233sLly5fx+uuvw83NzWyuq6sLCoXCtFdlZSUAIDY21qzOx8cH06ZNQ2NjIzQajSR93W145ZKIiGgIcX1j5c2LBsnVrHclO1Zubi7a29uRmZmJzMxMqzWCIMDV1RVTp041jZ06dQrR0dFYtmwZmpqaUFRUdEv7VVZWoqysDE888QSmTZtmMa9UKtHZ2Yng4GAAwOrVqzF//nyMHj3aovbSpUsAAHv7767R9bevuxHDJRER0RDi0FA72C384A4ePIi9e/ciJycHI0eO7LVOFEXMmDEDzs7OpjG5XG76d1NT0y3v+e6778LR0RErVqywOi8IAsaPHw8fHx8AgKenJzw9PS3qqqurUVNTgwkTJsDDw+OO+7ob8bY4ERERDRiVSoWNGzciJiYG4eHhvdYZDAZUVVVZPG95Y9C8VdXV1aitrcUTTzyBe++912qNKIoWe1nrvedZzaSkpDvu627FcElEREQDwmg0Qi6XY/jw4UhLS+uz9tixY+jo6Lhp4LsV//Vf/wUASEhIsDrf3NyMpqamPvdqaWnBihUrcOHCBSQkJPQZjG0db4sTERHRgCgqKoJCoUBOTg70er3pDXGDwQAA0Gg0sLe3h4eHB0RRxNixY+Hr63tHe3Z1dUEQBEyaNAljx461WiOKItzd3TFlyhSr87W1tVi7di2++eYbLFq0CMnJyXfU092O4ZKIiGgI6R730GC38IMpKyuD0WhEenq61fmoqCj4+vqipKQEgiCYvSXeXwqFAh0dHYiKiuq1RhRFyGQyODpaxqLDhw9jw4YN0Ol0SE5O7vXqJ32H4ZKIiGgIkfKN7KEmJSUFbW1tFuN5eXmor6/Htm3b4OLigtbWVjQ2NiIjI+OO91QqlQCAWbNmWZ3X6XQ4cuSI1b0OHDiAzMxMODg4YNOmTYiMjLzjfmwBwyURERENiEmTJlkd73nruucXb4qLi+Hm5obAwMA73vOrr76Cq6trr7fEjx49Cp1OZ/oEUY+6ujpkZ2fD0dEReXl5mD59+h33YisYLomIiGhI6fmlHGu3qW9XU1MTfHx8zL5JeSNBEODv749Ro0aZjW/duhU6nQ6hoaFQqVQoLS21WBsREQFXV9c77vFuw3BJREREQ0bPL+WkpqZKcrxvv/0WEyZM6HW+vLwcc+fONRszGAw4evQogOvhUxAEq2t3797NcGmFnUajMQ52E0RERLZCrVbD29t7sNugH7mh/HfE71wSERERkWQYLomIiIhIMgyXRERERCQZhksiIiIikgzDJRERERFJhuGSiIiIiCTDcElEREREkmG4JCIiIiLJMFwSERERkWQYLomIiIhIMgyXRERERCQZhksiIiIikgzDJRERERFJhuGSiIiIBk13dzeWLl0KmUxmdV6pVEImk6G5udlirq2tDdHR0dixY4fVtf/3f/+H3/zmN3jiiScQEhKCX/7yl3jvvfeg1+ut1l+8eBEymQxVVVUAAK1Wi/z8fMTGxiIkJASRkZFITU1FTU1Nn+d0s77udo6D3QARERHZrsLCQlRXV/c6L4oixowZAz8/P7NxrVaL9PR0qFQqq+va29uxZMkSXLx4ETExMfD394dCocCHH36Ir776Clu2bLFYIwgChg0bhsDAQBiNRmRkZKCiogKRkZGIj4/Ht99+i+LiYiQlJSEvL89qIL5ZX7aA4ZKIiIgGxYkTJ1BQUABnZ+deryYKgoCQkBCzsYaGBqxfvx4NDQ29HrukpAQtLS1YtWoVfvWrXwEAYmNj8Zvf/AZ79+5FeXk5goODzdaIooigoCA4OTnhiy++QEVFBRITE7Fy5UpTTUxMDOLj45Gbm4udO3fedl+2gLfFiYiIaMB1dnYiKysLwcHBCAgIsFqjVqtRX1+P0NBQ01hhYSESEhKgVquxcOHCXo9/9uxZAMDs2bPNxiMiIgAAp0+fNhvv6uqCQqEw7VVZWQngeiC9kY+PD6ZNm4bGxkZoNJrb7ssW8MolERHREHJVsWawW+iV64w8yY6Vm5uL9vZ2ZGZmIjMz02qNIAhwdXXF1KlTTWOnTp1CdHQ0li1bhqamJhQVFVlde//99wMAvv76a4wbN8403tTUBADw9vY2q1cqlejs7DRdzVy9ejXmz5+P0aNHWxz70qVLAAB7+++u0d1qX7aA4ZKIiGgIuXbl5GC38IM7ePAg9u7di5ycHIwcObLXOlEUMWPGDDg7O5vG5HK56d89QdGaX/7ylzhw4ADy8vLg4uKCCRMmoLq6Gh988AHGjRuH//zP/zSrFwQB48ePh4+PDwDA09MTnp6eFsetrq5GTU0NJkyYAA8Pj9vuyxYwXBIREdGAUalU2LhxI2JiYhAeHt5rncFgQFVVFV5++WWz8RuDZl+GDRuGFStWYMOGDUhPTzeNjxkzBn/4wx9wzz33mNWLothnPz29Z2VlAQCSkpL61Zct4DOXRERENCCMRiPkcjmGDx+OtLS0PmuPHTuGjo4Oi5d5btXf//53rFq1CkajESkpKcjJycGSJUugVquRlJSEixcvmmqbm5vR1NTU514tLS1YsWIFLly4gISEhJsGUVvGK5dEREQ0IIqKiqBQKJCTkwO9Xm96Q9xgMAAANBoN7O3t4eHhAVEUMXbsWPj6+vZrr23btsHFxQUFBQWmzxiFh4djxowZWLFiBd555x1s3rwZwPWrlu7u7pgyZYrVY9XW1mLt2rX45ptvsGjRIiQnJ/erJ1vBcElERDSE2HtMHOwWfjBlZWUwGo1mt6lvFBUVBV9fX5SUlEAQBLO3xG+HRqOBSqVCaGioxfcxp02bhvvvv9/0oXTgeriUyWRwdLSMRYcPH8aGDRug0+mQnJyMhISEfvVkSxguiYiIhhAp38gealJSUtDW1mYxnpeXh/r6etPVxtbWVjQ2NiIjI6Nf+zg6OsLOzg7Xrl2zOt/d3Q2j0QgA0Ol0OHLkiNW9Dhw4gMzMTDg4OGDTpk2IjIzsVz+2huGSiIiIBsSkSZOsjve8dd3zizfFxcVwc3NDYGBgv/Zxd3fHI488gqqqKtTV1WHChAmmufLycpw7d84UFI8ePQqdTmfxQfW6ujpkZ2fD0dEReXl5mD59er96sUUMl0RERDSk9PxSjrXb1LfqlVdeQVJSEpKSkhAbG4uf/vSnqKurw+7duzFy5EjTc5OCIMDf3x+jRo0yW79161bodDqEhoZCpVKhtLTUYo+IiAi4urr2u8e7FcMlERERDRk9v5STmpp6R8cZP348/vSnP+H999/Hvn37cPnyZYwcORJPPfUUli5davqIenl5OebOnWu21mAw4OjRowCuh09BEKzusXv3boZLK+w0Go1xsJsgIiKyFWq12uLXYYhu11D+O+J3LomIiIhIMgyXRERERCQZhksiIiIikgzDJRERERFJhuGSiIiIiCTDcElEREREkmG4JCIiIiLJMFwSERERkWQYLomIiIhIMgyXRERERCQZhksiIiIikgzDJRERERFJhuGSiIiIiCTDcElERESDpru7G0uXLoVMJrM6r1QqIZPJ0NzcbDHX1taG6Oho7Nixw+ra1tZWZGdnIyoqCuHh4UhMTERpaWmvvVy8eBEymQxVVVUAAK1Wi/z8fMTGxiIkJASRkZFITU1FTU1Nn+d0s77udgyXRERENGgKCwtRXV3d67woihgzZgz8/PzMxrVaLdLT06FSqayuu3DhAhITE/H3v/8ds2fPxurVq3HfffchOzsb77zzjtU1giBg2LBhCAwMhNFoREZGBj766CP4+/sjLS0NcXFx+Oqrr5CUlITKykqrx7hZX7bAcbAbICIiItt04sQJFBQUwNnZGXq93mqNIAgICQkxG2toaMD69evR0NDQ67G3bNmCS5cu4bXXXsMzzzwDAJg/fz7uvfdefPLJJwgPD8e0adPM1oiiiKCgIDg5OeGLL75ARUUFEhMTsXLlSlNNTEwM4uPjkZubi507d952X7aAVy6JiIhowHV2diIrKwvBwcEICAiwWqNWq1FfX4/Q0FDTWGFhIRISEqBWq7Fw4UKr67q6uiAIAn72s59h3rx5ZnOLFy8GAOzatctijUKhMO3Vc2UyNjbWrM7HxwfTpv3/7P17VJTnvf//P+VkiAapJ4paU4/xFLdHDFAP2RCMDSW1klSUploTDxhRFEzceCjRpNkSI3XbmgO7od2t1u5F44HE2v3ZJvm670EERQyaiBAkBCSQ4kRQGRyc3x/+mGYyg0YzASKvx1quZK7rfd/Xdd+LP17ruk/jKC0txWw239K8OgqtXIqIiLQjr731XFtPoUULH1nvtn1t2bKF+vp6kpOTSU5OdlljGAa+vr6MHTvW3nbmzBkiIyNZtGgRZWVl7Ny502k7s9mMxWJh8ODBdOrUyaHvnnvu4Tvf+Q6nT592aM/Pz+fy5csEBwcDsGzZMqKjo+ndu7fT/mtrawHw8PjnGt1XmVdHoXApIiLSjpTX3PmXVN955x32799PamoqPXr0aLHOZDIxYcIEfHx87G0pKSn232VlZS638/X1BeDSpUtOfU1NTdTV1dHQ0ODQbhgGgwcPJiAgAAB/f3/8/f2dti8oKKCwsJAhQ4bg5+d3S/PqKHRZXERERFpNdXU1zz//PFFRUUydOrXFOqvVSm5urtP9ll8Mmi3p2rUrgwYNoqCggPPnzzv0vfvuu1itViwWi0O7yWRyGsvV3Nevv756u3DhwlueV0ehcCkiIiKtwmazkZKSwj333MPKlStvWHvixAkuXbp008DXkoULF2KxWFi+fDnZ2dlUVlby9ttv86tf/Qo/Pz+8vP558baiooKysrIbjlVZWcmSJUs4f/48sbGxNwzGHZ0ui4uIiEir2LlzJ3l5eaSmptLY2Gh/QtxqtQLX75X08PDAz88Pk8nEgAEDCAwMvK2xHnzwQdatW0daWhrLly8HoFu3bixfvpy///3vDk90m0wmunbtyujRo13u6/Tp06xatYp//OMfzJ07l/j4+NuaU0ehcCkiItKOfK/XoLaewjfm8OHD2Gw2EhMTXfZHREQQGBjI3r17MQzD4Snx2/GjH/2IiIgIzp49i4eHB4MHD8bHx4fXX3+dfv362etMJhNBQUEOq5nN3nvvPdatW4fFYiE+Pp7Y2NivNaeOQOFSRESkHXHnE9ntzfLly6mrq3NqT0tLo7i4mO3bt9O5c2eqqqooLS0lKSnptscyDIOLFy8yY8YMh1cdffTRR1RVVfHII48AYLFYOHbsmMuxDh06RHJyMp6enrzwwguEhYXd9nw6EoVLERERaRXDhw932d781HXzJyAzMzPp0qULY8aMue2x/ud//oe//e1vjBw5kv79+wPX32W5bds2OnfubH9/5fHjx7FYLPZXEDU7e/YsGzZswMvLi7S0NMaPH3/bc+loFC5FRESkXWn+Uo6ry9Rf1c9+9jPeeecdli1bxmOPPcZdd93FgQMHKCwsJDk5mZ49ewLXVziHDh1q/91s27ZtWCwWQkNDqa6udvlN8mnTptlfeyT/pHApIiIi7Ubzl3ISEhK+1n4GDRrEjh07ePXVV/n973/PtWvXGDp0KNu2bWPSpEn2uuzsbMLDwx22tVqtHD9+HLgePg3DcDnGnj17FC5d6GQ2m21tPQkREZGOoqamhl69erX1NORbrj3/Hek9lyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIi0maampp46qmnCAoKctmfn59PUFAQFRUVAJjNZlJTU3n00UcJCQkhIiKCNWvWcO7cOadtGxoaePXVV/nJT37C5MmTiY6O5o9//CNNTU0ux/r0008JCgoiNzfXvv2OHTuYNWsWISEhhIWFkZCQQGFh4Q2Pqa6ujsjISF577bVbOBN3Dq+2noCIiIh0XBkZGRQUFLTYbzKZ6N+/P3379sVisbBkyRJKS0uJjIxkxIgRVFZWkpmZyZEjR0hPT2fQoEEAXLt2jWeffZbs7Gx+9KMfMXLkSHJycti2bRsff/wx//Zv/+Y0lmEY3H333YwZMwabzUZSUhI5OTmEhYURExPDhQsXyMzMZOHChaSlpbkMxA0NDSQmJlJdXe2+k/Qto3ApIiIibeLUqVOkp6fj4+NDY2OjyxrDMAgJCQFg165dlJSUsGbNGmbOnGmvCQ8PZ/78+Wzfvp2tW7cC8L//+7+YTCaWLl3Kz3/+cwBmzpzJr371K958802ioqIYNWqUw1gmk4mJEyfi7e3NwYMHycnJYd68ecTFxdlroqKiiImJYcuWLezevdth+5KSEtauXUtJScnXPznfYrosLiIiIq3u8uXLrF+/nuDgYKeQ16ympobi4mJCQ0MByMnJwdvbm6ioKIe6YcOGMXDgQI4fP25ve+utt/D29ubxxx93qH3iiScAyMrKcmi/evUqeXl59rGOHj0KwKxZsxzqAgICGDduHKWlpZjNZnt7RkYGsbGx1NTUMGfOnK96Gu5IWrkUERFpR/bu3dvWU2jRo48+6rZ9bdmyhfr6epKTk0lOTnZZYxgGvr6+jB07FoCNGzdSW1uLp6enQ53NZuPChQt4ePxzzaywsJBBgwbh6+vrUNu3b1++853vcOrUKYf2/Px8Ll++THBwMADLli0jOjqa3r17O82rtrYWwGG8M2fOEBkZyaJFiygrK2Pnzp1f9VTccRQuRURE2pGOcK/eO++8w/79+0lNTaVHjx4t1plMJiZMmICPjw8APXv2pGfPnk51Bw8e5LPPPmPKlCnA9fseL168aA+lX9a7d28qKysd2gzDYPDgwQQEBADg7++Pv7+/07YFBQUUFhYyZMgQ/Pz87O0pKSn2eZaVld3g6O98uiwuIiIiraa6uprnn3+eqKgopk6d2mKd1WolNzfXfr9lS0pKSkhNTcXT05MFCxYAUF9fD8Ddd9/tcpu77rqLK1euOLSZTKabjlVdXc369esBWLhwoUNfc7AUhUsRERFpJTabjZSUFO655x5Wrlx5w9oTJ05w6dKlGwa+M2fOEBcXR11dHatWrWL48OH2cb74X1fz+OKl9YqKCsrKym44VmVlJUuWLOH8+fPExsbeMBh3dAqXIiIi0ip27txJXl4eCQkJNDY2YjabMZvNWK1W4Po7LC9evAhcX0kcMGAAgYGBLvdlGAaLFy/GbDazatUqoqOj7X3NK5YNDQ0ut21oaKBLly723yaTia5duzJ69GiX9adPn2bBggWUl5czd+5c4uPjb/3gOxDdcykiItKOuHqA5E5x+PBhbDYbiYmJLvsjIiIIDAxk7969GIZhf3L7yzIzM3nppZfw8PDgueeeY/r06Q79Xbp0wd/fv8X7V6urqx1Cq8lkIigoCC8v51j03nvvsW7dOiwWC/Hx8cTGxn7Vw+2wFC5FRETaEXc+kd3eLF++nLq6Oqf2tLQ0iouL2b59O507d6aqqorS0lKSkpKcanft2sXWrVvx8/Nj8+bNjBs3zuVYI0eOJC8vj4aGBu666y57e0VFBWaz2R5ILRYLx44dcznWoUOHSE5OxtPTkxdeeIGwsLDbPfQOReFSREREWkXzPZFf1vzUdfMXbzIzM+nSpQtjxoxxqMvOziYtLY1u3brxyiuv2L/G48rDDz+MYRjs3r3b/hJ1gD/84Q8AREZGAnD8+HEsFov9FUTNzp49y4YNG/Dy8iItLY3x48ff2sF2YAqXIiIi0q40fynny5epX375ZWw2G5MnT6aoqIiioiKnbWfMmAFcv8S+d+9efvvb31JZWcmIESM4cuQI//u//8tjjz3GfffdB1y/d3Po0KFOrzjatm0bFouF0NBQqqurOXDggNNY06ZNc3qPpihcioiISDvS/KWchIQEh/aqqir7+yOzsrKcvrDTrDlcdurUiS1btvD666/z97//nbfeeos+ffqQkJDAT3/6U3t9dnY24eHhDvuwWq32r/0YhoFhGC7H2rNnj8KlC53MZrPr5/RFRETE7WpqaujVq1dbT0O+5drz35FeRSQiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiJtpqmpiaeeeoqgoCCX/fn5+QQFBVFRUQGA2WwmNTWVRx99lJCQECIiIlizZg3nzp274TiVlZVMnTqVrKysFms+/fRTgoKCyM3NBaChoYEdO3Ywa9YsQkJCCAsLIyEhgcLCwhuOVVdXR2RkJK+99toN6+5UXm09AREREem4MjIyKCgoaLHfZDLRv39/+vbti8ViYcmSJZSWlhIZGcmIESOorKwkMzOTI0eOkJ6ezqBBg5z2UVtbS0JCAleuXLnhXAzD4O6772bMmDHYbDaSkpLIyckhLCyMmJgYLly4QGZmJgsXLiQtLc1lIG5oaCAxMZHq6upbPxl3CIVLERERaROnTp0iPT0dHx8fGhsbXdYYhkFISAgAu3btoqSkhDVr1jBz5kx7TXh4OPPnz2f79u1s3brVYfv8/HzWr1/Pp59+etP5mEwmJk6ciLe3NwcPHiQnJ4d58+YRFxdnr4mKiiImJoYtW7awe/duh+1LSkpYu3YtJSUlX/kc3Il0WVxERERa3eXLl1m/fj3BwcGMGjXKZU1NTQ3FxcWEhoYCkJOTg7e3N1FRUQ51w4YNY+DAgRw/ftyhffPmzSxatAibzeYQRl25evUqeXl59rGOHj0KwKxZsxzqAgICGDduHKWlpZjNZnt7RkYGsbGx1NTUMGfOnJufgDuYVi5FRETakd0//lNbT6FFP90z12372rJlC/X19SQnJ5OcnOyyxjAMfH19GTt2LAAbN26ktrYWT09PhzqbzcaFCxfw8HBcMzt79iyxsbH84he/4N133+XNN99scT75+flcvnyZ4OBgAJYtW0Z0dDS9e/d2qq2trQVwGO/MmTNERkayaNEiysrK2Llz51c4C3cmhUsREZF2pCr/fFtP4Rv3zjvvsH//flJTU+nRo0eLdSaTiQkTJuDj4wNAz5496dmzp1PdwYMH+eyzz5gyZYpD+29+8xv7tjdjGAaDBw8mICAAAH9/f/z9/Z3qCgoKKCwsZMiQIfj5+dnbU1JS7GOVlZV9pTHvVLosLiIiIq2murqa559/nqioKKZOndpindVqJTc3136/ZUtKSkpITU3F09OTBQsWOPR91WAJ14Pszcaqrq5m/fr1ACxcuPC2x7rTKVyKiIhIq7DZbKSkpHDPPfewcuXKG9aeOHGCS5cu3TDwnTlzhri4OOrq6li1ahXDhw+/rXlVVFRQVlZ2w7EqKytZsmQJ58+fJzY29obBuKNTuBQREZFWsXPnTvLy8khISKCxsRGz2YzZbMZqtQLX32F58eJF4PpK4oABAwgMDHS5L8MwWLx4MWazmVWrVhEdHX3b8zKZTHTt2pXRo0e77D99+jQLFiygvLycuXPnEh8ff9tjdQS651JERKQd+e5Y12HqTnD48GFsNhuJiYku+yMiIggMDGTv3r0YhmF/cvvLMjMzeemll/Dw8OC5555j+vTpX2teJpOJoKAgvLycY9F7773HunXrsFgsxMfHExsb+7XG6ggULkVERNoRdz6R3d4sX76curo6p/a0tDSKi4vZvn07nTt3pqqqitLSUpKSkpxqd+3axdatW/Hz82Pz5s2MGzfua83JYrFw7Ngxl2MdOnSI5ORkPD09eeGFFwgLC/taY3UUCpciIiLSKlq6J7L5qevmL95kZmbSpUsXxowZ41CXnZ1NWloa3bp145VXXnH5NZ5bdfz4cSwWi/0VRM3Onj3Lhg0b8PLyIi0tjfHjx3/tsToKhUsRERFpV5q/lPPly9Qvv/wyNpuNyZMnU1RURFFRkdO2M2bMuKWxDMNg6NChTq842rZtGxaLhdDQUKqrqzlw4IDTttOmTcPX1/eWxusIFC5FRESk3Wj+Uk5CQoJDe1VVlf39kVlZWWRlZbnc/lbDZXZ2NuHh4Q5tVqvV/rUfwzAwDMPltnv27FG4dKGT2Wy2tfUkREREOoqamhp69erV1tOQb7n2/HekVxGJiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiEibaWpq4qmnniIoKMhlf35+PkFBQVRUVABgNptJTU3l0UcfJSQkhIiICNasWcO5c+ectj1//jwpKSn88Ic/JDg4mB/+8Ids3LiRmpoal2N9+umnBAUFkZubC0BDQwM7duxg1qxZhISEEBYWRkJCAoWFhTc8prq6OiIjI3nttddu4UzcObzaegIiIiLScWVkZFBQUNBiv8lkon///vTt2xeLxcKSJUsoLS0lMjKSESNGUFlZSWZmJkeOHCE9PZ1BgwYBcOHCBRYsWEBdXR0zZ87k+9//PiUlJezZs4ecnBwyMjLo2bOnw1iGYXD33XczZswYbDYbSUlJ5OTkEBYWRkxMDBcuXCAzM5OFCxeSlpbmMhA3NDSQmJhIdXW1e0/Ut4jCpYiIiLSJU6dOkZ6ejo+PD42NjS5rDMMgJCQEgF27dlFSUsKaNWuYOXOmvSY8PJz58+ezfft2tm7dCsArr7zCZ599xq9//WuCg4PttZMmTSIxMZHf/e53rF692mEsk8nExIkT8fb25uDBg+Tk5DBv3jzi4uLsNVFRUcTExLBlyxZ2797tsH1JSQlr166lpKTk652YbzldFhcREZFWd/nyZdavX09wcDCjRo1yWVNTU0NxcTGhoaEA5OTk4O3tTVRUlEPdsGHDGDhwIMePH7e35eTk0LdvX4dgCTBlyhS6du3qUAtw9epV8vLy7GMdPXoUgFmzZjnUBQQEMG7cOEpLSzGbzfb2jIwMYmNjqampYc6cObdwJu48WrkUERFpRx7Kar+XU/8nsrfb9rVlyxbq6+tJTk4mOTnZZY1hGPj6+jJ27FgANm7cSG1tLZ6eng51NpuNCxcu4OHxzzWzV199lcuXLzvt88qVK1y5csWhFq7f23n58mV7GF22bBnR0dH07u18zLW1tQAO+zhz5gyRkZEsWrSIsrIydu7c+VVOwx1J4VJERKQdya252tZT+Ma988477N+/n9TUVHr06NFinclkYsKECfj4+ADQs2dPp/skAQ4ePMhnn33GlClT7G0BAQEu97lr1y6ampqYMGGCQ7thGAwePNi+nb+/P/7+/k7bFxQUUFhYyJAhQ/Dz87O3p6Sk2OdZVlbW4jF1BLosLiIiIq2murqa559/nqioKKZOndpindVqJTc3136/ZUtKSkpITU3F09OTBQsW3LA2NzeX//zP/6RLly7MnTvXoc9kMt10rOrqatavXw/AwoULHfqag6UoXIqIiEgrsdlspKSkcM8997By5cob1p44cYJLly7dMPCdOXOGuLg46urqWLVqFcOHD2+x9siRI6xatYpr166RkpLisLJZUVFBWVnZDceqrKxkyZIlnD9/ntjY2BsG445O4VJERERaxc6dO8nLyyMhIYHGxkbMZjNmsxmr1Qpcf4flxYsXgesriQMGDCAwMNDlvgzDYPHixZjNZlatWkV0dHSL4+7bt4+VK1fS1NTEpk2bHC6fN4/VtWtXRo8e7XL706dPs2DBAsrLy5k7dy7x8fG3c/gdhu65FBERaUcm9vJu6yl8Yw4fPozNZiMxMdFlf0REBIGBgezduxfDMOxPbn9ZZmYmL730Eh4eHjz33HNMnz69xTF37NjBG2+8QdeuXfn3f/93Jk6c6FRjMpkICgrCy8s5Fr333nusW7cOi8VCfHw8sbGxX/FoOy6FSxERkXbEnU9ktzfLly+nrq7OqT0tLY3i4mK2b99O586dqaqqorS0lKSkJKfaXbt2sXXrVvz8/Ni8eTPjxo1rcbyXX36ZP//5z3z3u99l69at9hesf5HFYuHYsWMuxzp06BDJycl4enrywgsvEBYWdotH3DEpXIqIiEiraOmeyOanrpu/eJOZmUmXLl0YM2aMQ112djZpaWl069aNV155xWVYbPbmm2/y5z//mX79+vHKK6+4fKUQwPHjx7FYLE7vwzx79iwbNmzAy8uLtLQ0xo8f/1UPs8NTuBQREZF2pflLOV++TP3yyy9js9mYPHkyRUVFFBUVOW07Y8YMrly5wm9+8xsApk2bxrFjx5zqfH19mTZtGoZhMHToUKdXHG3btg2LxUJoaCjV1dUcOHDAaR/Tpk3D19f36xzqHUnhUkRERNqN5i/lJCQkOLRXVVXZ3x+ZlZVFVlaWy+1nzJjBBx98YH8w6I9//KPLusDAQKZNm0Z2djbh4eEOfVar1f4FH8MwMAzD5T727NmjcOlCJ7PZbGvrSYiIiHQUNTU19OrVq62nId9y7fnvSK8iEhERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUERGRNtPU1MRTTz1FUFCQy/78/HyCgoKoqKgAwGw2k5qayqOPPkpISAgRERGsWbOGc+fOOW1bW1vLiy++yKOPPsrkyZOZM2cOmZmZ2Gw2l2N9+umnBAUFkZubC0BDQwM7duxg1qxZhISEEBYWRkJCAoWFhTc8prq6OiIjI3nttddu4UzcObzaegIiIiLScWVkZFBQUNBiv8lkon///vTt2xeLxcKSJUsoLS0lMjKSESNGUFlZSWZmJkeOHCE9PZ1BgwYBUF9fz6JFi6iqqiI6Opp+/fqRnZ3Nv//7v1NSUsLq1audxjIMg7vvvpsxY8Zgs9lISkoiJyeHsLAwYmJiuHDhApmZmSxcuJC0tDSXgbihoYHExESqq6vdd5K+ZRQuRUREpE2cOnWK9PR0fHx8aGxsdFljGAYhISEA7Nq1i5KSEtasWcPMmTPtNeHh4cyfP5/t27ezdetWAHbu3ElZWRnPP/88Dz30EACzZs1i1apVZGZmMnv2bPr37+8wlslkYuLEiXh7e3Pw4EFycnKYN28ecXFx9pqoqChiYmLYsmULu3fvdti+pKSEtWvXUlJS8vVPzreYLouLiIhIq7t8+TLr168nODiYUaNGuaypqamhuLiY0NBQAHJycvD29iYqKsqhbtiwYQwcOJDjx4/b2xobGxkxYgRhYWEOtZMmTcJms3HmzBmH9qtXr5KXl2cf6+jRo8D1QPpFAQEBjBs3jtLSUsxms709IyOD2NhYampqmDNnzi2ciTuPVi5FRETaEd/n4m5e1EaurP+t2/a1ZcsW6uvrSU5OJjk52WWNYRj4+voyduxYADZu3EhtbS2enp4OdTabjQsXLuDh8c81s6efftrlPptDZZ8+fRza8/PzuXz5MsHBwQAsW7aM6Ohoevfu7bSP2tpaAIfxzpw5Q2RkJIsWLaKsrIydO3fe8PjvZAqXIiIi7Yhnyem2nsI37p133mH//v2kpqbSo0ePFutMJhMTJkzAx8cHgJ49e9KzZ0+nuoMHD/LZZ58xZcoUl/u5cuUKFRUVvP322+zfv5+pU6cycuRIhxrDMBg8eDABAQEA+Pv74+/v77SvgoICCgsLGTJkCH5+fvb2lJQU+zzLyspufALucAqXIiIi0mqqq6t5/vnniYqKYurUqS3WWa1WcnNzW1yBbFZSUkJqaiqenp4sWLDAZc0rr7zCrl27APje977HihUrnGpMJtMN59M89/Xr1wOwcOFCh77mYCm651JERERaic1mIyUlhXvuuYeVK1fesPbEiRNcunTJ/jCPK2fOnCEuLo66ujpWrVrF8OHDXdb94Ac/4KWXXmLp0qV8/vnnxMbGcvr0P1eIKyoqKCsru+FYlZWVLFmyhPPnzxMbG3vTINqRKVyKiIhIq9i5cyd5eXkkJCTQ2NiI2WzGbDZjtVqB6++wvHjxInB9JXHAgAEEBga63JdhGCxevBiz2cyqVauIjo5ucdyJEycyZcoUfv7zn/Ob3/yGhoYG/uM//sPebzKZ6Nq1K6NHj3a5/enTp1mwYAHl5eXMnTuX+Pj42z0FHYIui4uIiLQjTYNGtPUUvjGHDx/GZrORmJjosj8iIoLAwED27t2LYRj2J7e/LDMzk5deegkPDw+ee+45pk+f/pXncN999zFgwAA++OADe5vJZCIoKAgvL+dY9N5777Fu3TosFgvx8fHExsZ+5bE6KoVLERGRdsSdT2S3N8uXL6eurs6pPS0tjeLiYrZv307nzp2pqqqitLSUpKQkp9pdu3axdetW/Pz82Lx5M+PGjXOqsdls/OxnP8PHx4ff/e53Tv2XLl2ic+fOAFgsFo4dO+ZyrEOHDpGcnIynpycvvPCC02uNxDWFSxEREWkVLd0T2fzUdfMXbzIzM+nSpQtjxoxxqMvOziYtLY1u3brxyiuv2L/G82WdOnWiV69eGIbBkSNHeOCBB+x9f/vb3zh//rz9JezHjx/HYrHYX0HU7OzZs2zYsAEvLy/S0tIYP378bR1zR6RwKSIiIu1K85dyvnyZ+uWXX8ZmszF58mSKioooKipy2nbGjBkArFixgvfff59nnnmGWbNm0a9fP06dOsVbb73Fvffey5IlS4Dr924OHTrU6RVH27Ztw2KxEBoaSnV1NQcOHHAaa9q0afj6+rrrsO8YCpciIiLSbjR/KSchIcGhvaqqyv7+yKysLLKyslxu3xwu7733Xn7/+9/zyiuvkJWVRV1dHQEBAcyZM4df/OIXdO3aFbi+GhoeHu6wD6vVav/aj2EYGIbhcqw9e/YoXLrQyWw229p6EiIiIh1FTU0NvXr1autpyLdce/470quIRERERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRUREpM00NTXx1FNPERQU5LI/Pz+foKAgKioqADCbzaSmpvLoo48SEhJCREQEa9as4dy5czcda+3atQQFBVFZWemy/9NPPyUoKIjc3FwAGhoa2LFjB7NmzSIkJISwsDASEhIoLCy84Th1dXVERkby2muv3XROdyKvtp6AiIiIdFwZGRkUFBS02G8ymejfvz99+/bFYrGwZMkSSktLiYyMZMSIEVRWVpKZmcmRI0dIT09n0KBBLvfz9ttv8/e///2GczEMg7vvvpsxY8Zgs9lISkoiJyeHsLAwYmJiuHDhApmZmSxcuJC0tDSXgbihoYHExESqq6tv7UTcQRQuRUREpE2cOnWK9PR0fHx8aGxsdFljGAYhISEA7Nq1i5KSEtasWcPMmTPtNeHh4cyfP5/t27ezdetWp31UVlaSmpp6w3HgepCdOHEi3t7eHDx4kJycHObNm0dcXJy9JioqipiYGLZs2cLu3bsdti8pKWHt2rWUlJTc0nm40+iyuIiIiLS6y5cvs379eoKDgxk1apTLmpqaGoqLiwkNDQUgJycHb29voqKiHOqGDRvGwIEDOX78uNM+mpqa2LBhA/369ePBBx9scT5Xr14lLy/PPtbRo0cBmDVrlkNdQEAA48aNo7S0FLPZbG/PyMggNjaWmpoa5syZc/MTcAfTyqWIiEg7ciVvRVtPoUW+E9Lctq8tW7ZQX19PcnIyycnJLmsMw8DX15exY8cCsHHjRmpra/H09HSos9lsXLhwAQ8P5zWzjIwMPvzwQ37/+9/zX//1Xy3OJz8/n8uXLxMcHAzAsmXLiI6Opnfv3k61tbW1AA7jnTlzhsjISBYtWkRZWRk7d+68yRm4cylcioiItCPXLn7Y1lP4xr3zzjvs37+f1NRUevTo0WKdyWRiwoQJ+Pj4ANCzZ0969uzpVHfw4EE+++wzpkyZ4tBeWFhIeno6K1asYODAgTeck2EYDB48mICAAAD8/f3x9/d3qisoKKCwsJAhQ4bg5+dnb09JSbHPs6ys7IZj3el0WVxERERaTXV1Nc8//zxRUVFMnTq1xTqr1Upubq79fsuWlJSUkJqaiqenJwsWLLC3X758mQ0bNjB+/Hgef/zxm87LZDLddKzq6mrWr18PwMKFCx36moOlaOVSREREWonNZiMlJYV77rmHlStX3rD2xIkTXLp06YaB78yZM8THx1NXV8fq1asZPny4vW/Lli18/vnn7Nixg06dOt1wrIqKCsrKym44VmVlJcuWLeP8+fPExsbeMBh3dFq5FBERkVaxc+dO8vLySEhIoLGxEbPZjNlsxmq1AtffYXnx4kXg+krigAEDCAwMdLkvwzBYvHgxZrOZVatWER0dbe9rvuy+ePFifHx87ONcvXoVuP4eyi8+jGMymejatSujR492Odbp06dZsGAB5eXlzJ07l/j4eHecjjuWVi5FRETaEQ+/YW09hW/M4cOHsdlsJCYmuuyPiIggMDCQvXv3YhiG/cntL8vMzOSll17Cw8OD5557junTpzv0/3//3/8HwObNm9m8ebPT9j/72c+Afz4RbjKZCAoKwsvLORa99957rFu3DovFQnx8PLGxsV/9gDsohUsREZF2xJ1PZLc3y5cvp66uzqk9LS2N4uJitm/fTufOnamqqqK0tJSkpCSn2l27drF161b8/PzYvHkz48aNc6r52c9+xowZM5za/+u//oucnByee+45unfvDoDFYuHYsWMuxzp06BDJycl4enrywgsvEBYWdjuH3eEoXIqIiEir+OI9kV/U/NR18xdvMjMz6dKlC2PGjHGoy87OJi0tjW7duvHKK6+0+DWegQMHunw6/MCBAwCMHj2aPn36AHD8+HEsFov9FUTNzp49y4YNG/Dy8iItLY3x48d/9QPt4BQuRUREpF1p/lLOly9Tv/zyy9hsNiZPnkxRURFFRUVO27pasbwRwzAYOnSo0yuOtm3bhsViITQ0lOrqansw/aJp06bh6+t7S+N1BAqXIiIi0m40fyknISHBob2qqsr+/sisrCyysrJcbn+r4TI7O5vw8HCHNqvVav/aj2EYGIbhcts9e/YoXLrQyWw229p6EiIiIh1FTU0NvXr1autpyLdce/470quIRERERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRESkzTQ1NfHUU08RFBTksj8/P5+goCAqKioAMJvNpKam8uijjxISEkJERARr1qzh3LlzTtv+53/+J0FBQS7/vfbaa071n376KUFBQeTm5gLQ0NDAjh07mDVrFiEhIYSFhZGQkEBhYeENj6muro7IyEiXY3QEXm09AREREem4MjIyKCgoaLHfZDLRv39/+vbti8ViYcmSJZSWlhIZGcmIESOorKwkMzOTI0eOkJ6ezqBBg+zbFhcX4+vry7PPPuu038GDBzu1GYbB3XffzZgxY7DZbCQlJZGTk0NYWBgxMTFcuHCBzMxMFi5cSFpamstA3NDQQGJiItXV1bd5Rr79FC5FRESkTZw6dYr09HR8fHxobGx0WWMYBiEhIQDs2rWLkpIS1qxZw8yZM+014eHhzJ8/n+3bt7N161Z7+9mzZxk4cCAzZsz4SvMxmUxMnDgRb29vDh48SE5ODvPmzSMuLs5eExUVRUxMDFu2bGH37t0O25eUlLB27VpKSkq+8jm4E+myuIiIiLS6y5cvs379eoKDgxk1apTLmpqaGoqLiwkNDQUgJycHb29voqKiHOqGDRvGwIEDOX78uL2toaGBTz75hIEDB36l+Vy9epW8vDz7WEePHgVg1qxZDnUBAQGMGzeO0tJSzGazvT0jI4PY2FhqamqYM2fOVxrzTqWVSxERkXbktbeea+sptGjhI+vdtq8tW7ZQX19PcnIyycnJLmsMw8DX15exY8cCsHHjRmpra/H09HSos9lsXLhwAQ+Pf66ZlZSUcO3aNftlcovFgqenJ15erqNPfn4+ly9fJjg4GIBly5YRHR1N7969nWpra2sBHMY7c+YMkZGRLFq0iLKyMnbu3PlVT8UdR+FSRESkHSmvufMvqb7zzjvs37+f1NRUevTo0WKdyWRiwoQJ+Pj4ANCzZ0969uzpVHfw4EE+++wzpkyZYm87e/YscD30Pf7445SVleHh4cGYMWNYsWIF9913n8M+DMNg8ODBBAQEAODv74+/v7/TWAUFBRQWFjJkyBD8/Pzs7SkpKfZ5lpWVfcUzcWfSZXERERFpNdXV1Tz//PNERUUxderUFuusViu5ubn2+y1bUlJSQmpqKp6enixYsMDe3hwuT5w4waxZs0hNTWXBggV8+OGHPPXUU5w+fdphPyaT6aZjVVdXs3799dXbhQsXOvQ1B0vRyqWIiIi0EpvNRkpKCvfccw8rV668Ye2JEye4dOnSDQPfmTNniI+Pp66ujtWrVzN8+HB73wMPPECXLl2YM2eOfQVyypQphISEsGDBAl5++WXS09MBqKiooKys7IZjVVZWsmzZMs6fP09sbOwNg3FHp3ApIiIirWLnzp3k5eWRmppKY2Oj/Qlxq9UKXH+HpYeHB35+fphMJgYMGEBgYKDLfRmGwdq1a7l8+TKrVq0iOjraoX/y5MlMnjzZabsRI0Zw//33U1BQwKVLl+jSpQsmk4muXbsyevRol2OdPn2aVatW8Y9//IO5c+cSHx//dU7DHU/hUkREpB35Xq9BNy/6ljp8+DA2m43ExESX/REREQQGBrJ3714Mw7A/uf1lmZmZvPTSS3h4ePDcc88xffr0W5pH9+7dsdlsXLlyxR4ug4KCXD7s895777Fu3TosFgvx8fHExsbe0lgdkcKliIhIO+LOJ7Lbm+XLl1NXV+fUnpaWRnFxMdu3b6dz585UVVVRWlpKUlKSU+2uXbvYunUrfn5+bN68mXHjxjnV2Gw25s+fD1x/RdCXlZaW0qVLF77zne9gsVg4duyYy7EOHTpEcnIynp6evPDCC4SFhd3GUXc8CpciIiLSKr54T+QXNT913fzFm8zMTLp06cKYMWMc6rKzs0lLS6Nbt2688sorDl/j+aJOnTrRrVs3srOzee+99xzuj3zrrbcoLS0lOjoaT09Pjh49isVisb+CqNnZs2fZsGEDXl5epKWlMX78+Ns97A5H4VJERETaleYv5Xz5MvXLL7+MzWZj8uTJFBUVUVRU5LRt89d4li9fTmFhIWvXrmXmzJl8//vf59SpU7z11lsMHDiQJUuWANfv3Rw6dKjTK462bduGxWIhNDSU6upqDhw44DTWtGnT8PX1dddh3zEULkVERKTdaP5STkJCgkN7VVWV/f2RWVlZZGVludy+OVwOHDiQ3//+97z66qscPHiQuro6evXqxZw5c5g/fz733HMPcH01NDw83GEfVqvV/rUfwzAwDMPlWHv27FG4dKGT2Wy2tfUkREREOoqamhp69erV1tOQb7n2/Hekl6iLiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiEibaWpq4qmnniIoKMhlf35+PkFBQVRUVABgNptJTU3l0UcfJSQkhIiICNasWcO5c+dcbv+3v/2NX/ziF0yZMoWHH36Y1atXU1ZW5rL2008/JSgoiNzcXAAaGhrYsWMHs2bNIiQkhLCwMBISEigsLLzhMdXV1REZGclrr732Fc/CnUXhUkRERNpMRkYGBQUFLfabTCb69+9P3759sVgsLFmyhMzMTCZOnEhiYiJRUVEcOXKE+fPnU1JS4rDtq6++yvr16/H29iY+Pp4f//jH5ObmsmDBAiorK53GMgyDu+++mzFjxmCz2UhKSuKNN95g6NChrFy5ktmzZ/PBBx+wcOFCjh496nK+DQ0NJCYmUl1d/fVOzLeYV1tPQERERDqmU6dOkZ6ejo+PD42NjS5rDMMgJCQEgF27dlFSUsKaNWuYOXOmvSY8PJz58+ezfft2tm7dCsCHH37IG2+8weTJk9m8eTOenp4ABAUFsXjxYn7/+9+zZs0ah7FMJhMTJ07E29ubgwcPkpOTw7x584iLi7PXREVFERMTw5YtW9i9e7fD9iUlJaxdu9Yp5HY0WrkUERGRVnf58mXWr19PcHAwo0aNcllTU1NDcXExoaGhAOTk5ODt7U1UVJRD3bBhwxg4cCDHjx+3t7355ptcu3aNVatW2YMlwLhx41i4cCEjR4502MfVq1fJy8uzj9W8Mjlr1iyHuoCAAMaNG0dpaSlms9nenpGRQWxsLDU1NcyZM+cWz8adRSuXIiIi7cjevXvbegotevTRR922ry1btlBfX09ycjLJyckuawzDwNfXl7FjxwKwceNGamtrHcIigM1m48KFC3h4/HPNLC8vj0GDBtGnTx/geni8du0anTt35sknn3QaKz8/n8uXLxMcHAzAsmXLiI6Opnfv3k61tbW1AA7jnTlzhsjISBYtWkRZWRk7d+68ldNxR1G4FBERaUc6wr1677zzDvv37yc1NZUePXq0WGcymZgwYQI+Pj4A9OzZk549ezrVHTx4kM8++4wpU6YA14NkRUUFoaGhHD9+nO3bt3Pq1CkARo0axYoVK7j//vsd9mEYBoMHDyYgIAAAf39//P39ncYqKCigsLCQIUOG4OfnZ29PSUmxz7OlB4Y6Cl0WFxERkVZTXV3N888/T1RUFFOnTm2xzmq1kpuba7/fsiUlJSWkpqbi6enJggULAKivr+fatWucO3eO+Ph4hg8fzosvvsiyZcsoKytjyZIl9rDZzGQy3XSs6upq1q9fD8DChQsd+pqDpWjlUkRERFqJzWYjJSWFe+65h5UrV96w9sSJE1y6dOmGge/MmTPEx8dTV1fH6tWrGT58OID94aDy8nKWL1/O3Llz7dtMnDiRefPmkZaWxuuvvw5ARUUFZWVlNxyrsrKSZcuWcf78eWJjY28YjDs6rVyKiIhIq9i5cyd5eXkkJCTQ2NiI2WzGbDZjtVqB6++wvHjxInB9JXHAgAEEBga63JdhGCxevBiz2cyqVauIjo629/n6+gLg6enp0A5w3333cf/993Py5EmuXLliH6tr166MHj3a5VinT59mwYIFlJeXM3fuXOLj47/eibjDaeVSRESkHXH1AMmd4vDhw9hsNhITE132R0REEBgYyN69ezEMw/7k9pdlZmby0ksv4eHhwXPPPcf06dMd+u+55x66dOmCl5cXnTt3dtq+R48e2Gw2Ll26hK+vLyaTiaCgILy8nGPRe++9x7p167BYLMTHxxMbG3sbR96xKFyKiIi0I+58Iru9Wb58OXV1dU7taWlpFBcXs337djp37kxVVRWlpaUkJSU51e7atYutW7fi5+fH5s2bGTdunFNNp06dGDFiBHl5eVRXVzsF9k8++QRfX1+6d++OxWLh2LFjLsc6dOgQycnJeHp68sILLxAWFvY1jr7jULgUERGRVtF8T+SXNT913fwJyMzMTLp06cKYMWMc6rKzs0lLS6Nbt2688sorDBo0qMWxfvSjH5Gbm8urr77KunXrHPbR/NogDw8Pjh8/jsVisb+CqNnZs2fZsGEDXl5epKWlMX78+Ns55A5J4VJERETaleYv5Xz5MvXLL7+MzWZj8uTJFBUVUVRU5LTtjBkzAHj44Yd599132b9/P//4xz+YMmUKn3zyCf/93/9Nr1697F/dMQyDoUOHOr3iaNu2bVgsFkJDQ6murubAgQNOY02bNs1+f6f8k8KliIiItBvNX8pJSEhwaK+qqrK/PzIrK4usrCyX2zeHS4Dnn3+ev/zlL+zdu5eXX36Zrl278tBDD7FkyRJ7mMzOziY8PNxhH1ar1f61H8MwMAzD5Vh79uxRuHShk9lstrX1JERERDqKmpoaevXq1dbTkG+59vx3pFcRiYiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbeLX1BERERKTjampqYvHixRQUFHD06FGn/vz8fBYtWsSbb75J3759MZvNvP766/zf//0fNTU1dO3alfHjx7No0SK+//3v27cLCgq66dhfHu/TTz/lRz/6Eb/5zW+YOHEiDQ0NvPHGG/y///f/OH/+PL6+vowePZoFCxYwatSoFvdbV1dHTEwMUVFRLFy48KufjDuEwqWIiIi0mYyMDAoKClrsN5lM9O/fn759+2KxWFiyZAmlpaVERkYyYsQIKisryczM5MiRI6SnpzNo0CAAUlJSXO7vyJEjHDhwgAcffNCpzzAM7r77bsaMGYPNZiMpKYmcnBzCwsKIiYnhwoULZGZmsnDhQtLS0lwG2IaGBhITE6murr7NM/Ltp3ApIiIibeLUqVOkp6fj4+NDY2OjyxrDMAgJCQFg165dlJSUsGbNGmbOnGmvCQ8PZ/78+Wzfvp2tW7cCMGPGDKd9ffrpp7z88sv079+f9evXO/WbTCYmTpyIt7c3Bw8eJCcnh3nz5hEXF2eviYqKIiYmhi1btrB7926H7UtKSli7di0lJSW3fjLuILrnUkRERFrd5cuXWb9+PcHBwS1eYq6pqaG4uJjQ0FAAcnJy8Pb2JioqyqFu2LBhDBw4kOPHj99wzM2bN/P555/zb//2b3Tp0sWh7+rVq+Tl5dnHar5kPmvWLIe6gIAAxo0bR2lpKWaz2d6ekZFBbGwsNTU1zJkz5+Yn4A6mlUsREZF2ZPeP/9TWU2jRT/fMddu+tmzZQn19PcnJySQnJ7usMQwDX19fxo4dC8DGjRupra3F09PToc5ms3HhwgU8PFpeMzt69CiHDx9mxowZjBs3zqk/Pz+fy5cvExwcDMCyZcuIjo6md+/eTrW1tbUADuOdOXOGyMhIFi1aRFlZGTt37rzJGbhzKVyKiIi0I1X559t6Ct+4d955h/3795OamkqPHj1arDOZTEyYMAEfHx8AevbsSc+ePZ3qDkzCymsAAQAASURBVB48yGeffcaUKVNa3Ndvf/tbvLy8WLJkict+wzAYPHgwAQEBAPj7++Pv7+9UV1BQQGFhIUOGDMHPz8/enpKSYp9nWVlZi/PoCHRZXERERFpNdXU1zz//PFFRUUydOrXFOqvVSm5urv1+y5aUlJSQmpqKp6cnCxYscFlTUFDA6dOnmTFjBt/97ndd1phMppuOVV1dbb9X88tPgTcHS1G4FBERkVZis9lISUnhnnvuYeXKlTesPXHiBJcuXbph4Dtz5gxxcXHU1dWxatUqhg8f7rLuv//7vwGIjY112V9RUUFZWdkNx6qsrGTJkiWcP3+e2NjYGwbjjk7hUkRERFrFzp07ycvLIyEhgcbGRsxmM2azGavVCoDZbObixYvA9ZXEAQMGEBgY6HJfhmGwePFizGYzq1atIjo62mXd1atXMQyD4cOHM2DAAJc1JpOJrl27Mnr0aJf9p0+fZsGCBZSXlzN37lzi4+Nv9dA7FN1zKSIi0o58d6zrMHUnOHz4MDabjcTERJf9ERERBAYGsnfvXgzDsD+5/WWZmZm89NJLeHh48NxzzzF9+vQWx8zLy+PSpUtERES0WGMymQgKCsLLyzkWvffee6xbtw6LxUJ8fHyLq5/yTwqXIiIi7Yg7n8hub5YvX05dXZ1Te1paGsXFxWzfvp3OnTtTVVVFaWkpSUlJTrW7du1i69at+Pn5sXnzZpdPfn9Rfn4+AA888IDLfovFwrFjx1yOdejQIZKTk/H09OSFF14gLCzsqxxmh6dwKSIiIq2ipXsim5+6bv7iTWZmJl26dGHMmDEOddnZ2aSlpdGtWzdeeeUV+9d4buSDDz7A19e3xUvix48fx2Kx2F9B1Ozs2bNs2LABLy8v0tLSGD9+/E3HkusULkVERKRdaf5SzpcvU7/88svYbDYmT55MUVERRUVFTtt++cs8ZWVlBAQEtPgOTMMwGDp0qNMrjrZt24bFYiE0NJTq6moOHDjgtO20adPw9fW91cO74ylcioiISLvR/KWchIQEh/aqqir7+yOzsrLIyspyuf2Xw+WFCxcYMmRIi+NlZ2cTHh7u0Ga1Wu1f+zEMA8MwXG67Z88ehUsXOpnNZltbT0JERKSjqKmpoVevXm09DfmWa89/R3oVkYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiLSZpqYmnnrqKYKCglz25+fnExQUREVFBQBms5nU1FQeffRRQkJCiIiIYM2aNZw7d85p288++4yNGzcyY8YMQkJC+PGPf8wrr7xCY2Ojy7E+/fRTgoKCyM3NBaChoYEdO3Ywa9YsQkJCCAsLIyEhgcLCwhseU11dHZGRkbz22mu3cCbuHF5tPQERERHpuDIyMigoKGix32Qy0b9/f/r27YvFYmHJkiWUlpYSGRnJiBEjqKysJDMzkyNHjpCens6gQYMAqK+v58knn+TTTz8lKiqKoUOHkpeXx+9+9zs++OADfv3rXzuNZRgGd999N2PGjMFms5GUlEROTg5hYWHExMRw4cIFMjMzWbhwIWlpaS4DcUNDA4mJiVRXV7vvJH3LKFyKiIhImzh16hTp6en4+Pi0uJpoGAYhISEA7Nq1i5KSEtasWcPMmTPtNeHh4cyfP5/t27ezdetWAPbu3UtlZSVLly7l5z//OQCzZs1i48aN7N+/n+zsbIKDgx3GMplMTJw4EW9vbw4ePEhOTg7z5s0jLi7OXhMVFUVMTAxbtmxh9+7dDtuXlJSwdu1aSkpKvv7J+RbTZXERERFpdZcvX2b9+vUEBwczatQolzU1NTUUFxcTGhoKQE5ODt7e3kRFRTnUDRs2jIEDB3L8+HF728cffwzAD37wA4faadOmAVBUVOTQfvXqVfLy8uxjHT16FLgeSL8oICCAcePGUVpaitlstrdnZGQQGxtLTU0Nc+bM+Sqn4I6llUsREZF25KGs9ns59X8ie7ttX1u2bKG+vp7k5GSSk5Nd1hiGga+vL2PHjgVg48aN1NbW4unp6VBns9m4cOECHh7/XDO79957Afjoo4/sl8oBysrKAOjVq5fDPvLz87l8+bJ9NXPZsmVER0fTu7fzMdfW1gI4jHfmzBkiIyNZtGgRZWVl7Ny586udiDuQwqWIiEg7kltzta2n8I1755132L9/P6mpqfTo0aPFOpPJxIQJE/Dx8QGgZ8+e9OzZ06nu4MGDfPbZZ0yZMsXe9uMf/5hDhw6RlpZG586dGTJkCAUFBfznf/4ngwYN4l//9V8d9mEYBoMHDyYgIAAAf39//P39ncYqKCigsLCQIUOG4OfnZ29PSUmxz7M5wHZUCpciIiLSaqqrq3n++eeJiopi6tSpLdZZrVZyc3N5+umnb7i/kpISUlNT8fT0ZMGCBfb2u+++myVLlrBu3ToSExPt7f379+c//uM/uOuuuxz2YzKZbjif5rmvX78egIULFzr0NQdL0T2XIiIi0kpsNhspKSncc889rFy58oa1J06c4NKlS/aHeVw5c+YMcXFx1NXVsWrVKoYPH27v+9vf/sbSpUux2WwsX76c1NRUnnzySWpqali4cCGffvqpvbaiooKysrIbjlVZWcmSJUs4f/48sbGxNw2iHZlWLkVERKRV7Ny5k7y8PFJTU2lsbLQ/IW61WoHr77D08PDAz88Pk8nEgAEDCAwMdLkvwzBYu3Ytly9fZtWqVURHRzv0b9++nc6dO5Oenk7fvn0BmDp1KhMmTGDJkiVs3bqVF198Ebi+atm1a1dGjx7tcqzTp0+zatUq/vGPfzB37lzi4+Pdcj7uVAqXIiIi7cjEXt5tPYVvzOHDh7HZbA6Xqb8oIiKCwMBA9u7di2EY9ie3vywzM5OXXnoJDw8PnnvuOaZPn+7Qbzabqa6uJjQ01B4sm40bN457773X/qJ0uB4ug4KC8PJyjkXvvfce69atw2KxEB8fT2xs7K0edoejcCkiItKOuPOJ7PZm+fLl1NXVObWnpaVRXFxsX22sqqqitLSUpKQkp9pdu3axdetW/Pz82Lx5M+PGjXOq8fLyolOnTly7ds3lPJqamrDZbABYLBaOHTvmcqxDhw6RnJyMp6cnL7zwAmFhYbd6yB2SwqWIiIi0ii/eE/lFzU9dN3/xJjMzky5dujBmzBiHuuzsbNLS0ujWrRuvvPKKwyuGvqhr1678y7/8C7m5uZw9e5YhQ4Y47KO8vNweFI8fP47FYnF6ofrZs2fZsGEDXl5epKWlMX78+Ns65o5I4VJERETaleYv5Xz5MvXLL7+MzWZj8uTJFBUVOb0IHWDGjBkArF69moULF7Jw4UJmzZpFv379OHv2LHv27KFHjx72+yYNw2Do0KFOrzjatm0bFouF0NBQqqurOXDggNNY06ZNw9fX112HfcdQuBQREZF2o/lLOQkJCQ7tVVVV9vdHZmVlkZWV5XL75nA5ePBg/vCHP/D666+TlZXF559/To8ePXjkkUd46qmn7C9Rz87OJjw83GEfVqvV/rUfwzAwDMPlWHv27FG4dKGT2Wy2tfUkREREOoqamhqnr8OI3Kr2/Hek91yKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiEibaWpq4qmnniIoKMhlf35+PkFBQVRUVABgNptJTU3l0UcfJSQkhIiICNasWcO5c+ectq2qqmLDhg1EREQwdepU5s2bx4EDB1qcy6effkpQUBC5ubkANDQ0sGPHDmbNmkVISAhhYWEkJCRQWFh4w2Oqq6sjMjKS11577SuehTuLV1tPQERERDqujIwMCgoKWuw3mUz079+fvn37YrFYWLJkCaWlpURGRjJixAgqKyvJzMzkyJEjpKenM2jQIADOnz/P/PnzuXDhAo888ggjRozg+PHjbNiwgQ8//JCEhASnsQzD4O6772bMmDHYbDaSkpLIyckhLCyMmJgYLly4QGZmJgsXLiQtLc1lIG5oaCAxMZHq6mr3naRvGYVLERERaROnTp0iPT0dHx8fGhsbXdYYhkFISAgAu3btoqSkhDVr1jBz5kx7TXh4OPPnz2f79u1s3boVgF//+tfU1tby7LPP8pOf/ASA6Ohovvvd7/LHP/6RqVOnMm7cOIexTCYTEydOxNvbm4MHD5KTk8O8efOIi4uz10RFRRETE8OWLVvYvXu3w/YlJSWsXbuWkpKSr39yvsV0WVxERERa3eXLl1m/fj3BwcGMGjXKZU1NTQ3FxcWEhoYCkJOTg7e3N1FRUQ51w4YNY+DAgRw/fhyAq1evYhgG3/ve9xxCKMD8+fMBePPNNx3ar169Sl5enn2so0ePAjBr1iyHuoCAAMaNG0dpaSlms9nenpGRQWxsLDU1NcyZM+dWTsUdRyuXIiIi7Yjvc3E3L2ojV9b/1m372rJlC/X19SQnJ5OcnOyyxjAMfH19GTt2LAAbN26ktrYWT09PhzqbzcaFCxfw8Li+ZmY2m7FYLAwePJhOnTo51N5zzz185zvf4fTp0w7t+fn5XL58meDgYACWLVtGdHQ0vXv3dppXbW0tgH08gDNnzhAZGcmiRYsoKytj586dt3I67igKlyIiIu2IZ8npmxd9y73zzjvs37+f1NRUevTo0WKdyWRiwoQJ+Pj4ANCzZ0969uzpVHfw4EE+++wzpkyZAoCvry8Aly5dcqptamqirq6OhoYGh3bDMBg8eDABAQEA+Pv74+/v77R9QUEBhYWFDBkyBD8/P3t7SkqKfZ5lZWU3Ovw7ni6Li4iISKuprq7m+eefJyoqiqlTp7ZYZ7Vayc3Ntd9v2ZKSkhJSU1Px9PRkwYIFAHTt2pVBgwZRUFDA+fPnHerfffddrFYrFovFod1kMt10rOrqatavXw/AwoULHfqag6UoXIqIiEgrsdlspKSkcM8997By5cob1p44cYJLly7dMPCdOXOGuLg46urqWLVqFcOHD7f3LVy4EIvFwvLly8nOzqayspK3336bX/3qV/j5+eHl9c+LtxUVFZSVld1wrMrKSpYsWcL58+eJjY29YTDu6HRZXERERFrFzp07ycvLIzU1lcbGRvsT4larFbh+r6SHhwd+fn6YTCYGDBhAYGCgy30ZhsHatWu5fPkyq1atIjo62qH/wQcfZN26daSlpbF8+XIAunXrxvLly/n73//u8ES3yWSia9eujB492uVYp0+fZtWqVfzjH/9g7ty5xMfHf+1zcSdTuBQREWlHmgaNaOspfGMOHz6MzWYjMTHRZX9ERASBgYHs3bsXwzDsT25/WWZmJi+99BIeHh4899xzTJ8+3WXdj370IyIiIjh79iweHh4MHjwYHx8fXn/9dfr162evM5lMBAUFOaxmNnvvvfdYt24dFouF+Ph4YmNjb+PIOxaFSxERkXbEnU9ktzfLly+nrq7OqT0tLY3i4mK2b99O586dqaqqorS0lKSkJKfaXbt2sXXrVvz8/Ni8ebPTuyqbGYbBxYsXmTFjhsOrjj766COqqqp45JFHALBYLBw7dszlWIcOHSI5ORlPT09eeOEFwsLCbvfQOxSFSxEREWkVX7wn8ouan7pu/uJNZmYmXbp0YcyYMQ512dnZpKWl0a1bN1555RX713hc+Z//+R/+9re/MXLkSPr37w9cf5fltm3b6Ny5s/39lcePH8disdhfQdTs7NmzbNiwAS8vL9LS0hg/fvxtHXNHpHApIiIi7Urzl3K+fJn65ZdfxmazMXnyZIqKiigqKnLadsaMGQD87Gc/45133mHZsmU89thj3HXXXRw4cIDCwkKSk5PtrzQyDIOhQ4c6veJo27ZtWCwWQkNDqa6udvlN8mnTptlfeyT/pHApIiIi7Ubzl3K+/O3vqqoq+/sjs7KyyMrKcrl9c7gcNGgQO3bs4NVXX+X3v/89165dY+jQoWzbto1JkybZ67OzswkPD3fYh9VqtX/txzAMDMNwOdaePXsULl3oZDabbW09CRERkY6ipqaGXr16tfU05FuuPf8d6T2XIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiLSZpqamnjqqacICgpy2Z+fn09QUBAVFRUAXLp0id/85jfMmjWLyZMnEx0dTUZGBlar1WnbhoYGXn31VX7yk5/Ya//4xz/S1NTkcqxPP/2UoKAgcnNz7dvv2LGDWbNmERISQlhYGAkJCRQWFt7wmOrq6oiMjOS11167lVNxx/Bq6wmIiIhIx5WRkUFBQUGL/SaTif79+9O3b1+sVisJCQm8//77REVFcd9993Hy5El++9vfUlBQwNatW+3bXbt2jWeffZbs7Gx+9KMfMXLkSHJycti2bRsff/wx//Zv/+Y0lmEY3H333YwZMwabzUZSUhI5OTmEhYURExPDhQsXyMzMZOHChaSlpbkMxA0NDSQmJlJdXe2eE/QtpHApIiIibeLUqVOkp6fj4+NDY2OjyxrDMAgJCQHgwIEDnDhxgqeffponnngCgJ/85Cd07dqVv/zlLxw9etQe+P73f/8Xk8nE0qVL+fnPfw7AzJkz+dWvfsWbb75JVFQUo0aNchjLZDIxceJEvL29OXjwIDk5OcybN4+4uDh7TVRUFDExMWzZsoXdu3c7bF9SUsLatWspKSlxzwn6ltJlcREREWl1ly9fZv369QQHBzuFvGY1NTUUFxcTGhoKQH19PYMHD+bRRx91qJs0aRIAH374ob3trbfewtvbm8cff9yhtjmUZmVlObRfvXqVvLw8+1hHjx4FYNasWQ51AQEBjBs3jtLSUsxms709IyOD2NhYampqmDNnzlc6B3cqrVyKiIi0I1fyVrT1FFrkOyHNbfvasmUL9fX1JCcnk5yc7LLGMAx8fX0ZO3YsADExMcTExDjVnTlzBoDAwEB7W2FhIYMGDcLX19ehtm/fvnznO9/h1KlTDu35+flcvnyZ4OBgAJYtW0Z0dDS9e/d2Gq+2thYAD49/rtGdOXOGyMhIFi1aRFlZGTt37rzpObhTKVyKiIi0I9cufnjzom+5d955h/3795OamkqPHj1arDOZTEyYMAEfHx+nPovFwvnz53n33Xf53e9+x8iRI5k2bRpw/b7Hixcv2kPpl/Xu3ZvKykqHNsMwGDx4MAEBAQD4+/vj7+/vtG1BQQGFhYUMGTIEPz8/e3tKSop9nmVlZTc8/judwqWIiIi0murqap5//nmioqKYOnVqi3VWq5Xc3Fyefvppl/179uxhy5YtAHznO9/hmWeewdvbG7h++Rzg7rvvdrntXXfdxZUrVxzaTCbTDefTPPf169cDsHDhQoc+VwG4o9I9lyIiItIqbDYbKSkp3HPPPaxcufKGtSdOnODSpUv2h3m+bNSoUaSmppKYmIiPjw8LFizg8OHD9nG++F9X8/D09LT/rqiooKysrMWxACorK1myZAnnz58nNjb2pkG0I9PKpYiIiLSKnTt3kpeXR2pqKo2NjfYnxJvfUWk2m/Hw8MDPzw+TycSAAQMc7qP8opEjR9r/f+rUqcyePZuXXnqJyZMn21csGxoaXG7b0NBAly5d7L9NJhNdu3Zl9OjRLutPnz7NqlWr+Mc//sHcuXOJj4+/9YPvQBQuRURE2hEPv2FtPYVvzOHDh7HZbCQmJrrsj4iIIDAwkL1792IYhv3J7ZtpfoL78OHDmM1m+/2SLb1rsrq62iG0mkwmgoKC8PJyjkXvvfce69atw2KxEB8fT2xs7FeaU0emcCkiItKOuPOJ7PZm+fLl1NXVObWnpaVRXFzM9u3b6dy5M1VVVZSWlpKUlORQl5CQwEcffURmZqZTELx8+TIeHh72ex9HjhxJXl4eDQ0N3HXXXfa6iooKzGYz06dPB64/GHTs2DGnsQAOHTpEcnIynp6evPDCC4SFhX3tc9ARKFyKiIhIqxg+fLjL9uanrptfgJ6ZmUmXLl0YM2aMQ11gYCCGYbB//35mzpxpb8/Pzyc/P5+JEyfaL4k//PDDGIbB7t277S9RB/jDH/4AQGRkJADHjx/HYrHYX0HU7OzZs2zYsAEvLy/S0tIYP3781zjyjkXhUkRERNqV5i/lfHl18sknn8RkMpGamsqZM2e47777+Oijj3jzzTfx9/dn9erV9tqIiAj27t3Lb3/7WyorKxkxYgRHjhzhf//3f3nssce47777gOuvIBo6dCg9e/Z0GGvbtm1YLBZCQ0Oprq7mwIEDTvOcNm2a03s0ReFSRERE2pHmL+UkJCQ49XXv3p033niDV199lcOHD7N371569OjBI488wpNPPkmvXr3stZ06dWLLli28/vrr/P3vf+ett96iT58+JCQk8NOf/tRel52dTXh4uMM4VquV48ePA9fDp2EYLue6Z88ehUsXOpnNZtfP6YuIiIjb1dTUOIQgkdvRnv+O9J5LEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERFpVZs2bSIoKMjlv6ysLIfa/Px8goKCqKiocNpPXV0dkZGRvPbaay2O1djYyJQpU9i3bx8AVquVP/3pT8TExPCDH/yAadOmsXjxYrKzs284Z6vVSmxsLCkpKbdxxB2LV1tPQERERDqW4uJiAgMDWbx4sVPf6NGjHX6bTCb69+9P3759HdobGhpITEykurr6hmMdO3aMhoYGgoODAXjxxRfZt28fkyZNYubMmVy5coW9e/eyYsUK1q1bR2RkpNM+mpqa2LBhA0VFRQwZMuRWD7fDUbgUERGRVnPt2jVKSkqYPHkyM2bMuGm9YRiEhIQ4tJWUlLB27VpKSkpuur3JZGLo0KH06tWLkydPsm/fPiIiIti0aZO9ZtasWcydO5e0tDSmT5+Ot7e3va+qqooNGzaQn59/C0fZsSlcioiItCOvvfVcW0+hRQsfWf+191FeXo7FYmHQoEE3ra2pqaG4uJjly5fb2zIyMnj11Vfp0qULc+bMYefOnTfch8lkIiwsDICjR48C18PkF3Xt2pWpU6fy5z//mbNnzzJixAgA3n77bX71q18BMG/ePDIyMr7ycXZkCpciIiLtSHnNzVfjvs2KiooAGDhwIHD98ra3tzeenp5OtYZh4Ovry9ixY+1tZ86cITIykkWLFlFWVnbDcPnJJ59QXl5uX/mcPXs2U6ZM4d5773Wqra2tBXCYR1FREaGhoSxduhRPT0+Fy69I4VJERERazdmzZwE4cuQIaWlpnD9/Hm9vb4KDg0lISHC4t9JkMjFhwgR8fHzsbSkpKfbfZWVlNxzLMAz8/Py4//77gesrlEOHDnWqq6io4N1336Vbt24OK6pxcXH2sSorK2/ziDsehUsRERFpNcXFxQC8//77zJ8/H39/f06ePMnu3bt5//33eeONN+jTpw9Wq5Xc3Fyefvpph+2/GDRvxjAMJk2a5HJVtFl9fT1r1qyhsbGRZcuW4eX1z2h0K2PJPylcioiISKuJiIhg2LBhPPHEE9x1110ATJs2jfvvv59nnnmGHTt2sHHjRk6cOMGlS5ecHub5qhoaGsjPz+fZZ59tsebzzz8nISGBDz/8kPDwcB5//PHbGkscKVyKiIi0I9/rdfMHXb7NHn74YZftDz74IAEBARw5cgS4fkl8wIABBAYG3tY4eXl5NDY22l9B9GXl5eUkJCTw8ccf89BDD5GSkkKnTp1uayxxpHApIiLSjrjjiexvq+7du9svmxuGQWho6G3vy2QyMWzYMLp37+7Ud/LkSRITEzGbzcyePZsVK1bg4aHvyriLzqSIiIi0CrPZzJw5c1i9erVTn9Vqpby8nH79+lFVVUVpaeltXxKH6+HSVTgtKChg2bJlXLx4kZUrV7Jy5UoFSzfT2RQREZFW4e/vT1NTE4cPH+aDDz5w6MvIyKC+vp7IyEgMw6BLly6MGTPmtsY5d+4clZWVTpfEa2pqSEpKoqGhgV/+8pfMnj37dg9FbkCXxUVERKTVrF69muXLl7N06VKio6Pp3bs3eXl5HDp0iPHjxxMTE8MzzzzDxIkTHZ7cvhWGYeDv78/IkSMd2tPT0zGbzYwaNQqbzcaBAwectg0KCqJHjx63Na5cp3ApIiIirWb8+PGkp6eTnp7OX//6V65cuUKfPn1YtGgRsbGx2Gw28vLySEhIuO0xsrOzeeCBB5wud+fk5ABQWFhIYWGhy2137NihcPk1dTKbzba2noSIiEhHUVNTQ69evdp6GvIt157/jnTPpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI1XW09AREREOpZNmzaxb98+l33r168nMjLS/js/P59Fixbx5ptv0rdvX8xmM6+//jr/93//R01NDV27dmX8+PEsWrSI73//+077a2xsJDw8nMTERKKiorBarezevZusrCzKy8vx8vJi2LBh/PznPyc4OLjFOVutVubNm8eQIUPYsGHD1z4HdzKFSxEREWlVxcXFBAYGsnjxYqe+0aNHO/w2mUz079+fvn37YrFYWLJkCaWlpURGRjJixAgqKyvJzMzkyJEjpKenM2jQIIftjx07RkNDgz04vvjii+zbt49JkyYxc+ZMrly5wt69e1mxYgXr1q1zCLbNmpqa2LBhA0VFRQwZMsSNZ+LOpHApIiIirebatWuUlJQwefJkZsyYcdN6wzAICQkBYNeuXZSUlLBmzRpmzpxprwkPD2f+/Pls376drVu3OmxvMpkYOnQovXr14uTJk+zbt4+IiAg2bdpkr5k1axZz584lLS2N6dOn4+3tbe+rqqpiw4YN5Ofnf91D7zB0z6WIiIi0mvLyciwWi9MKoys1NTUUFxcTGhoKQE5ODt7e3kRFRTnUDRs2jIEDB3L8+HGnfZhMJns4PXr0KHA9TH5R165dmTp1KhcvXuTs2bP29rfffpvHHnuM06dPM2/evFs6zo5MK5ciIiLtyN69e9t6Ci169NFHv/Y+ioqKABg4cCAADQ0NeHt74+np6VRrGAa+vr6MHTsWgI0bN1JbW+tUa7PZuHDhAh4ejmtmn3zyCeXl5fZwOXv2bKZMmcK9997rNFZtbS2Aw76LiooIDQ1l6dKleHp6kpGRcZtH3bEoXIqIiLQj1dXVbT2Fb1TzyuCRI0dIS0vj/PnzeHt7ExwcTEJCAn379rXXmkwmJkyYgI+PDwA9e/akZ8+eTvs8ePAgn332GVOmTHFoNwwDPz8/7r//fuD6CuXQoUOdtq+oqODdd9+lW7duDiuqcXFx9rErKyu/5pF3HAqXIiIi0mqKi4sBeP/995k/fz7+/v6cPHmS3bt38/777/PGG2/Qp08frFYrubm5PP300zfcX0lJCampqXh6erJgwQKHPsMwmDRpkstV0Wb19fWsWbOGxsZGli1bhpfXP6NRc7CUW6NwKSIiIq0mIiKCYcOG8cQTT3DXXXcBMG3aNO6//36eeeYZduzYwcaNGzlx4gSXLl2yX9J25cyZM8THx1NXV8fq1asZPny4va+hoYH8/HyeffbZFrf//PPPSUhI4MMPPyQ8PJzHH3/cfQfagSlcioiISKt5+OGHXbY/+OCDBAQEcOTIEeD6JfEBAwYQGBjost4wDNauXcvly5dZtWoV0dHRDv15eXk0Nja2+O7K8vJyEhIS+Pjjj3nooYdISUmhU6dOX+PIpJnCpYiISDvSu3fvtp5Cm+nevbv9srlhGPanxL8sMzOTl156CQ8PD5577jmmT5/uVGMymRg2bBjdu3d36jt58iSJiYmYzWZmz57NihUrnB4GktuncCkiItKOuOOJ7PbKbDYTFxdHv3792Lx5s0Of1WqlvLycfv36UVVVRWlpKUlJSU772LVrF1u3bsXPz4/Nmzczbtw4l2OZTCZ++MMfOrUXFBQQHx+PxWJh5cqVzJ492z0HJ3aK6SIiItIq/P39aWpq4vDhw3zwwQcOfRkZGdTX1xMZGYlhGHTp0oUxY8Y41GRnZ5OWlka3bt149dVXWwyW586do7Ky0umSeE1NDUlJSTQ0NPDLX/5SwfIbopVLERERaTWrV69m+fLlLF26lOjoaHr37k1eXh6HDh1i/PjxxMTE8MwzzzBx4kSHJ7cBXn75ZWw2G5MnT6aoqMj+zswvmjFjBoZh4O/vz8iRIx360tPTMZvNjBo1CpvNxoEDB5y2DwoKokePHu496A5G4VJERERazfjx40lPTyc9PZ2//vWvXLlyhT59+rBo0SJiY2Ox2Wzk5eWRkJDgsF1VVRVlZWUAZGVlkZWV5XL/M2bMIDs7mwceeMDpPsqcnBwACgsLKSwsdLn9jh07FC6/pk5ms9nW1pMQERHpKGpqaujVq1dbT0O+5drz35HuuRQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERkVa1adMmgoKCXP7LyspyqM3PzycoKIiKigoALl26xG9+8xtmzZrF5MmTiY6OJiMjA6vV6nKsxsZGpkyZwr59+wCwWq386U9/IiYmhh/84AdMmzaNxYsXk52dfcM5W61WYmNjSUlJccMZuLN5tfUEREREpGMpLi4mMDCQxYsXO/WNHj3a4bfJZKJ///707dsXq9VKQkIC77//PlFRUdx3332cPHmS3/72txQUFLB161an/R07doyGhgaCg4MBePHFF9m3bx+TJk1i5syZXLlyhb1797JixQrWrVtHZGSk0z6amprYsGEDRUVFDBkyxE1n4c6lcCkiIiKt5tq1a5SUlDB58mRmzJhx03rDMAgJCQHgwIEDnDhxgqeffponnngCgJ/85Cd07dqVv/zlLxw9epSgoCCH7U0mE0OHDqVXr16cPHmSffv2ERERwaZNm+w1s2bNYu7cuaSlpTF9+nS8vb3tfVVVVWzYsIH8/Hx3HH6HoMviIiIi0mrKy8uxWCwMGjToprU1NTUUFxcTGhoKQH19PYMHD+bRRx91qJs0aRIAH374odM+TCaTPZwePXoUuB4mv6hr165MnTqVixcvcvbsWXv722+/zWOPPcbp06eZN2/eVz/IDk4rlyIiIu3I7h//qa2n0KKf7pn7tfdRVFQEwMCBAwFoaGjA29sbT09Pp1rDMPD19WXs2LEAxMTEEBMT41R35swZAAIDAx3aP/nkE8rLy+3hcvbs2UyZMoV7773XaR+1tbUADvMoKioiNDSUpUuX4unpSUZGxq0eboekcCkiItKOVOWfb+spfKOaVwaPHDlCWloa58+fx9vbm+DgYBISEujbt6+91mQyMWHCBHx8fJz2Y7FYOH/+PO+++y6/+93vGDlyJNOmTXOoMQwDPz8/7r//fuD6CuXQoUOd9lVRUcG7775Lt27dHFZU4+Li7GNXVlZ+7WPvKBQuRUREpNUUFxcD8P777zN//nz8/f05efIku3fv5v333+eNN96gT58+WK1WcnNzefrpp13uZ8+ePWzZsgWA73znOzzzzDMO90rC9XA5adIkl6uizerr61mzZg2NjY0sW7YML69/RiNXoVZuTvdcioiISKuJiIjgySef5He/+x0//vGPmTZtGvHx8WzatIkLFy6wY8cOAE6cOMGlS5fsl7S/bNSoUaSmppKYmIiPjw8LFizg8OHD9v6Ghgby8/Nb3B7g888/Jz4+ng8//JDw8HAef/xx9x5sB6WVSxEREWk1Dz/8sMv2Bx98kICAAI4cOQJcvyQ+YMAAp/som40cOdL+/1OnTmX27Nm89NJLTJ48GYC8vDwaGxvtryD6svLychISEvj444956KGHSElJoVOnTl/n0OT/T+FSRESkHfnuWNdhqiPo3r27/bK5YRj2p8RvJiAggHHjxnH48GHMZjP+/v6YTCaGDRtG9+7dnepPnjxJYmIiZrOZ2bNns2LFCjw8dDHXXRQuRURE2hF3PJHdXpnNZuLi4ujXrx+bN2926LNarZSXl9OvXz+qqqooLS0lKSnJoSYhIYGPPvqIzMxMh3sjAS5fvoyHh4f9PkmTycQPf/hDpzkUFBQQHx+PxWJh5cqVzJ49281HKYrpIiIi0ir8/f1pamri8OHDfPDBBw59GRkZ1NfXExkZiWEYdOnShTFjxjjUBAYGcv78efbv3+/Qnp+fT35+PhMnTuTuu+/m3LlzVFZWOl0Sr6mpISkpiYaGBn75y18qWH5DtHIpIiIirWb16tUsX76cpUuXEh0dTe/evcnLy+PQoUOMHz+emJgYnnnmGSZOnOi0Ovnkk09iMplITU3lzJkz3HfffXz00Ue8+eab+Pv7s3r1auD6JXV/f3+H+zIB0tPTMZvNjBo1CpvNxoEDB5zmFxQURI8ePb65E9ABKFyKiIhIqxk/fjzp6emkp6fz17/+lStXrtCnTx8WLVpEbGwsNpuNvLw8EhISnLbt3r07b7zxBq+++iqHDx9m79699OjRg0ceeYQnn3ySXr16AZCdnc0DDzzgdB9lTk4OAIWFhRQWFrqc344dOxQuv6ZOZrPZ1taTEBER6ShqamrsIUjkdrXnvyPdcykiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIq1q06ZNBAUFufyXlZXlUJufn09QUBAVFRUu9/Wb3/yGoKAgjh075rK/sbGRKVOmsG/fPgCsVit/+tOfiImJ4Qc/+AHTpk1j8eLFZGdn33DOVquV2NhYUlJSbuOIOxavtp6AiIiIdCzFxcUEBgayePFip77Ro0c7/DaZTPTv35++ffs61R4/fpz/+q//uuFYx44do6GhgeDgYABefPFF9u3bx6RJk5g5cyZXrlxh7969rFixgnXr1hEZGem0j6amJjZs2EBRURFDhgy5lUPtkBQuRUREpNVcu3aNkpISJk+ezIwZM25abxgGISEhTu11dXX88pe/xMvLi8bGxha3N5lMDB06lF69enHy5En27dtHREQEmzZtstfMmjWLuXPnkpaWxvTp0/H29rb3VVVVsWHDBvLz82/xSDsuXRYXERGRVlNeXo7FYmHQoEE3ra2pqaG4uJjQ0FCnvn//93/n2rVr/OQnP7nhPkwmkz2cHj16FLgeJr+oa9euTJ06lYsXL3L27Fl7+9tvv81jjz3G6dOnmTdv3k3nK9dp5VJERKQdeSiruq2n0KL/iez9tfdRVFQEwMCBAwFoaGjA29sbT09Pp1rDMPD19WXs2LEO7W+//Tb/8z//w3/8x39w4sSJFsf65JNPKC8vt4fL2bNnM2XKFO69916n2traWgCHeRQVFREaGsrSpUvx9PQkIyPjlo61o1K4FBERaUdya6629RS+Uc0rg0eOHCEtLY3z58/j7e1NcHAwCQkJDvdWmkwmJkyYgI+Pj72toqKC1NRUZs+eTVBQ0A3DpWEY+Pn5cf/99wPXVyiHDh3qVFdRUcG7775Lt27dHFZU4+Li7GNXVlZ+rePuSBQuRUREpNUUFxcD8P777zN//nz8/f05efIku3fv5v333+eNN96gT58+WK1WcnNzefrpp+3bNjU18ctf/pKAgADi4uJuOpZhGEyaNMnlqmiz+vp61qxZQ2NjI8uWLcPL65/R6IuhVr46hUsRERFpNREREQwbNownnniCu+66C4Bp06Zx//3388wzz7Bjxw42btzIiRMnuHTpksPDPG+88QanT5/mjTfeoHPnzjccp6Ghgfz8fJ599tkWaz7//HMSEhL48MMPCQ8P5/HHH3fPQXZwCpciIiLSah5++GGX7Q8++CABAQEcOXIEuH5JfMCAAQQGBgJQWFjIf/7nfzJ37lx69+6N2WwGrodIuL4CaTab8fPzw8PDg7y8PBobG+2vIPqy8vJyEhIS+Pjjj3nooYdISUmhU6dObj7ajknhUkREpB2Z2Mv75kV3qO7du9svmxuG4fCUuMlkoqmpiT/84Q/84Q9/cNo2KSkJgD179tCnTx9MJhPDhg2je/fuTrUnT54kMTERs9nM7NmzWbFiBR4eeoGOuyhcioiItCPueCK7vTKbzcTFxdGvXz82b97s0Ge1WikvL6dfv35UVVVRWlpqD4wAjzzyCGPGjHHa51tvvcWBAwdYvnw5Q4YMoUePHsD1MPrDH/7Qqb6goID4+HgsFgsrV65k9uzZ7j1IUbgUERGR1uHv709TUxOHDx/mgw8+YPjw4fa+jIwM6uvrmT9/PoZh0KVLF4cw2bdvX5df6Wl+WnzYsGGMHz8egHPnzlFZWel0SbympoakpCQaGhpISUlp8RK9fD0KlyIiItJqVq9ezfLly1m6dCnR0dH07t2bvLw8Dh06xPjx44mJieGZZ55h4sSJDk9u3wrDMPD392fkyJEO7enp6ZjNZkaNGoXNZuPAgQNO2wYFBdlXP+X2KFyKiIhIqxk/fjzp6emkp6fz17/+lStXrtCnTx8WLVpEbGwsNpuNvLw8EhISbnuM7OxsHnjgAaf7KHNycoDrDwcVFha63HbHjh0Kl19TJ7PZbGvrSYiIiHQUNTU19OrVq62nId9y7fnvSI9GiYiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI23i19QRERESkY9m0aRP79u1z2bd+/XoiIyPtv/Pz81m0aBFvvvkmffv25cCBA2zYsMHlto888ohTX2NjI+Hh4SQmJhIVFYXVamX37t1kZWVRXl6Ol5cXw4YN4+c//znBwcEtztlqtTJv3jyGDBnS4vhyncKliIiItKri4mICAwNZvHixU9/o0aMdfptMJvr370/fvn0BOHv2LAD/9m//RufOnR1qm2u+6NixYzQ0NNiD44svvsi+ffuYNGkSM2fO5MqVK+zdu5cVK1awbt06h2DbrKmpiQ0bNlBUVMSQIUNu76A7EIVLERERaTXXrl2jpKSEyZMnM2PGjJvWG4ZBSEiI/ffZs2fp3r07P/7xj7/SeCaTiaFDh9KrVy9OnjzJvn37iIiIYNOmTfaaWbNmMXfuXNLS0pg+fTre3t72vqqqKjZs2EB+fv5XP8gOTvdcioiISKspLy/HYrEwaNCgm9bW1NRQXFxMaGiova24uJiBAwd+5fFMJpM9nB49ehS4Hia/qGvXrkydOpWLFy/aV0YB3n77bR577DFOnz7NvHnzvvKYHZ1WLkVERNoR3+fi2noKLbqy/rdfex9FRUUA9oDY0NCAt7c3np6eTrWGYeDr68vYsWMBqK2t5R//+Afh4eEAXL16FZvNho+Pj8uxPvnkE8rLy+3hcvbs2UyZMoV7773Xqba2thbAYR5FRUWEhoaydOlSPD09ycjIuM2j7lgULkVERNoRz5LTbT2Fb1TzyuCRI0dIS0vj/PnzeHt7ExwcTEJCgsN9kyaTiQkTJtjDY/O2VVVVPPHEE5w9e5Zr164xfPhwli5dysSJEx3GMgwDPz8/7r//fuD6CuXQoUOd5lRRUcG7775Lt27dHFZU4+Li7GNXVla68Szc2XRZXERERFpNcXExAO+//z7z589n8+bN/PSnPyU7O5tf/OIX9hBntVrJzc11uN+yeduCggLCwsLYvHkz8fHxVFVVER8fz+HDhx3GMgyDSZMmuVwVbVZfX8+aNWtobGzkySefxMvrn+tuLa2Iyo1p5VJERERaTUREBMOGDeOJJ57grrvuAmDatGncf//9PPPMM+zYsYONGzdy4sQJLl265BAuR4wYwfz584mMjOR73/uevf1f//VfiYmJ4d///d8JDQ3Fw8ODhoYG8vPzefbZZ1ucy+eff05CQgIffvgh4eHhPP7449/cgXcgCpciIiLSah5++GGX7Q8++CABAQEcOXIEuH5JfMCAAQQGBtprxo4da7//8osCAwOZOnUqBw4coLS0lEGDBpGXl0djY2OL764sLy8nISGBjz/+mIceeoiUlBQ6derkhiMUhUsREZF2pGnQiLaeQpvp3r27/dK3YRgOT4nfTI8ePQC4dOkScD2cDhs2jO7duzvVnjx5ksTERMxmM7Nnz2bFihV4eOhOQXdRuBQREWlH3PFEdntlNpuJi4ujX79+bN682aHParVSXl5Ov379qKqqorS0lKSkJIeaxMREPvroI3bu3Gm/pN6stLQUgH79+gHXw+UPf/hDpzkUFBQQHx+PxWJh5cqVzJ49252HKOiBHhEREWkl/v7+NDU1cfjwYT744AOHvoyMDOrr64mMjMQwDLp06cKYMWMcanr27Mknn3zCnj17HNqPHTuGyWQiNDSU7t27c+7cOSorK50uidfU1JCUlERDQwO//OUvFSy/IVq5FBERkVazevVqli9fztKlS4mOjqZ3797k5eVx6NAhxo8fT0xMDM888wwTJ050eHIb4KmnnsJkMvHrX/+as2fPMnLkSEpLS/nrX/9Kr1697CudhmHg7+/PyJEjHbZPT0/HbDYzatQobDYbBw4ccJpfUFCQ/RK73B6FSxEREWk148ePJz09nfT0dP76179y5coV+vTpw6JFi4iNjcVms5GXl0dCQoLTtj169OCNN97gtddewzAM3n77bbp3784jjzzCU089Ra9evQDIzs7mgQcecLqPMicnB4DCwkIKCwtdzm/Hjh0Kl19TJ7PZbGvrSYiIiHQUNTU19hAkcrva89+R7rkUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQREZFWtWnTJoKCglz+y8rKcqjNz88nKCiIiooKe1t2djZLlizhwQcfJDw8nGXLlnHq1CmXYzU2NjJlyhT27dsHgNVq5U9/+hMxMTH84Ac/YNq0aSxevJjs7OwbztlqtRIbG0tKSsrXPPo7n1dbT0BEREQ6luLiYgIDA1m8eLFT3+jRox1+m0wm+vfvT9++fQHYu3cvL7zwAoMGDWLx4sVcuXKFP//5zyxatIjXXnuNESNGOGx/7NgxGhoaCA4OBuDFF19k3759TJo0iZkzZ3LlyhX27t3LihUrWLduHZGRkU5zampqYsOGDRQVFTFkyBB3nYY7lsKliIiItJpr165RUlLC5MmTmTFjxk3rDcMgJCQEgOrqarZs2cKwYcN49dVXueuuuwAICwvjpz/9Ka+88grbtm1z2N5kMjF06FB69erFyZMn2bdvHxEREWzatMleM2vWLObOnUtaWhrTp0/H29vb3ldVVcWGDRvIz893x+F3CLosLiIiIq2mvLwci8XCoEGDblpbU1NDcXExoaGhALz99ts0NDSwfPlye7AE+N73vsfy5cuZNGmS0z5MJpM9nB49ehS4Hia/qGvXrkydOpWLFy9y9uxZe/vbb7/NY489xunTp5k3b94tH2tHpZVLERGRduRK3oq2nkKLfCekfe19FBUVATBw4EAAGhoa8Pb2xtPT06nWMAx8fX0ZO3YsAHl5eXTt2pV/+Zd/Aa7fB2m1Wrnrrrv46U9/6rT9J598Qnl5uT1czp49mylTpnDvvfc61dbW1gI4zKOoqIjQ0FCWLl2Kp6cnGRkZX+PIOw6FSxERkXbk2sUP23oK36jmlcEjR46QlpbG+fPn8fb2Jjg4mISEBPu9lXB91XHChAn4+PgAcO7cOb773e/y0UcfsW3bNvLy8mhqamLQoEE8/fTT9hXOZoZh4Ofnx/333w9cX6EcOnSo05wqKip499136datm8OKalxcnH3syspK956IO5gui4uIiEirKS4uBuD9999n/vz5bN68mZ/+9KdkZ2fzi1/8wh7irFYrubm59lVHgIsXL3Lx4kUWLlyIv78/mzZtYvXq1Vy6dIlVq1bx7rvvOoxlGAaTJk1yuSrarL6+njVr1tDY2MiTTz6Jl9c/192ag6XcGq1cioiISKuJiIhg2LBhPPHEE/b7JqdNm8b999/PM888w44dO9i4cSMnTpzg0qVLDuHy6tWrVFdX8/jjj5OYmGhvnzJlCj/96U/ZsmULU6dOpVOnTjQ0NJCfn8+zzz7b4lw+//xzEhIS+PDDDwkPD+fxxx//5g68A1G4FBERkVbz8MMPu2x/8MEHCQgI4MiRI8D1S+IDBgwgMDDQXnPXXXdx6dIlp/sre/fuzZQpUzhw4ADnzp1jwIAB5OXl0djYaH8F0ZeVl5eTkJDAxx9/zEMPPURKSgqdOnVy01F2bAqXIiIi7YiH37C2nkKb6d69u/2yuWEYTvdQBgQE8NFHH9GjRw+nbZvb6uvrgevhdNiwYXTv3t2p9uTJkyQmJmI2m5k9ezYrVqzAw0N3CrqLwqWIiEg74o4nstsrs9lMXFwc/fr1Y/PmzQ59VquV8vJy+vXrR1VVFaWlpSQlJTnUjBo1io8++oji4mKnl61/8sknAPaVTpPJxA9/+EOnORQUFBAfH4/FYmHlypXMnj3bnYco6IEeERERaSX+/v40NTVx+PBhPvjgA4e+jIwM6uvriYyMxDAMunTpwpgxYxxqfvSjHwHw+uuv09TUZG8vKSnh//7v/xg/fjw9e/bk3LlzVFZWOl0Sr6mpISkpiYaGBn75y18qWH5DtHIpIiIirWb16tUsX76cpUuXEh0dTe/evcnLy+PQoUOMHz+emJgYnnnmGSZOnOjw5DbAv/zLvzB37lz+9Kc/sXDhQmbMmEFtbS27d++mc+fO9od8DMPA39+fkSNHOmyfnp6O2Wxm1KhR2Gw2Dhw44DS/oKAgl5fd5atTuBQREZFWM378eNLT00lPT+evf/0rV65coU+fPixatIjY2FhsNht5eXkkJCS43H758uUMHjyYv/zlL/z617/mrrvuYuLEiSxevJjvf//7AGRnZ/PAAw843UeZk5MDQGFhIYWFhS73v2PHDoXLr6mT2Wy2tfUkREREOoqamhp69erV1tOQb7n2/Hekey5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG282noCIiIi0rFs2rSJffv2uexbv349kZGR9t/5+fksWrSIN998k7i4OM6fP3/Dfe/Zs4c+ffrYfzc2NhIeHk5iYiJRUVFYrVZ2795NVlYW5eXleHl5MWzYMH7+858THBzc4n6tVivz5s1jyJAhbNiw4RaPuGNRuBQREZFWVVxcTGBgIIsXL3bqGz16tMNvk8lE//796du3LwkJCVy5csVpmw8++IA///nPjBo1it69ezv0HTt2jIaGBntwfPHFF9m3bx+TJk1i5syZXLlyhb1797JixQrWrVvnEGybNTU1sWHDBoqKihgyZMjXOfQOQeFSREREWs21a9coKSlh8uTJzJgx46b1hmEQEhICwLRp05z6L126RHp6Ov7+/vzqV7/Cy8sx2phMJoYOHUqvXr04efIk+/btIyIigk2bNtlrZs2axdy5c0lLS2P69Ol4e3vb+6qqqtiwYQP5+fm3ecQdj+65FBERkVZTXl6OxWJh0KBBN62tqamhuLiY0NDQFmt27NhBeXk5K1asICAgwKnfZDLZw+nRo0eB62Hyi7p27crUqVO5ePEiZ8+etbe//fbbPPbYY5w+fZp58+Z9lcMTtHIpIiLSrrz21nNtPYUWLXxk/dfeR1FREQADBw4EoKGhAW9vbzw9PZ1qDcPA19eXsWPHutxXaWkpmZmZjBkzhh/+8IdO/Z988gnl5eX2cDl79mymTJnCvffe61RbW1sL4DCPoqIiQkNDWbp0KZ6enmRkZNzawXZQCpciIiLtSHlNSVtP4RvVvDJ45MgR0tLSOH/+PN7e3gQHB5OQkEDfvn3ttSaTiQkTJuDj4+NyX6+99hpNTU08/fTTLvsNw8DPz4/7778fuL5COXToUKe6iooK3n33Xbp16+awohoXF2cfu7Ky8vYOuANSuBQREZFWU1xcDMD777/P/Pnz8ff35+TJk+zevZv333+fN954gz59+mC1WsnNzW0xOJ4/f553332X8ePHOz0E1MwwDCZNmuRyVbRZfX09a9asobGxkWXLljncs9lSqJUbU7gUERGRVhMREcGwYcN44oknuOuuu4DrD+rcf//9PPPMM+zYsYONGzdy4sQJLl26ZL+k/WVvvvkmTU1NPPHEEy77GxoayM/P59lnn21xLp9//jkJCQl8+OGHhIeH8/jjj3/9AxSFSxEREWk9Dz/8sMv2Bx98kICAAI4cOQJcvyQ+YMAAAgMDXdYfOnSI7t27ExQU5LI/Ly+PxsbGFt9dWV5eTkJCAh9//DEPPfQQKSkpdOrU6TaOSL5M4VJERKQd+V6vmz9Ffafq3r27/bK5YRgtPiV+7tw5Pv74Yx5//PEWL3mbTCaGDRtG9+7dnfpOnjxJYmIiZrOZ2bNns2LFCjw89AIdd1G4FBERaUfc8UR2e2U2m4mLi6Nfv35s3rzZoc9qtVJeXk6/fv2oqqqitLSUpKQkl/tpfufkAw880OJYJpPJ5RPkBQUFxMfHY7FYWLlyJbNnz/4aRySuKKaLiIhIq/D396epqYnDhw/zwQcfOPRlZGRQX19PZGQkhmHQpUsXxowZ43I/zdsOHz7cZf+5c+eorKx0uiReU1NDUlISDQ0N/PKXv1Sw/IZo5VJERERazerVq1m+fDlLly4lOjqa3r17k5eXx6FD/z/27j4qyvvO//9TASNizdSqlJuaiDc1JrooMilQFH9Yoy0xTbQ36NTVmoJBxfBVoNl4s0abZkmNaJMSE1JJb3TZXY1JTa3dLlvXvQZQBBWiUZglhAIKUafxBiYi8/vD4zTTGe8nSOT1OMfjmc/1vq7Pe+bwx+tcn7k+U0RUVBTJyclkZ2cTHR3t8Ws7V9TV1XHPPffwpS99yetxwzAwmUw8+OCDbuP5+fnY7XYeeughnE4nu3bt8jjXbDZf9bpyYxQuRUREpNNERUWRn59Pfn4+27dvp7W1ldDQUFJTU7FYLDidTsrKysjIyLjqNex2O3379r3q8eLiYr72ta95fI+ytLQUgKqqKqqqqryem5eXp3B5m3rY7XbnnW5CRESku2hpaWHgwIF3ug35nOvKf0f6zqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiHSqtWvXYjabvf7buXOnW21FRQVms5mGhgYAzp8/z0svvcT06dOJjY0lKSmJF198kXPnznmd65NPPmHChAm88847ALS3t/Pb3/6W5ORkvv71r5OQkMCCBQsoLi6+Zs/t7e1YLBZWr17tg0/g7uZ/pxsQERGR7qWmpoaQkBAWLFjgcWzMmDFur61WK4MHDyYsLIz29nYWLVrEe++9x5QpUxg3bhxHjx5l27ZtHDp0iDfeeIN77rnH7fwDBw7Q1tZGTEwMAC+88ALvvPMODz/8MI8//jitra28/fbbPP3006xYsYKkpCSPni5dusSqVas4fvw4w4cP9+EncXdSuBQREZFO09HRgc1mIz4+nmnTpl233jAMYmNjAfif//kf3nvvPZ544gl+/OMfu2qCg4N57bXXePfdd3niiSfczrdarYwYMYKBAwdy+PBh3nnnHaZMmcLatWtdNTNmzGD27Nnk5ubyyCOPEBAQ4Dp24sQJVq1aRUVFxe2+9W5Dy+IiIiLSaerr63E4HAwdOvS6tS0tLdTU1BAXFwfAhx9+CMDXv/51t7qEhAQAjh075nENq9XqCqf79u0DLofJT+vbty8TJ07k448/prq62jX++9//nu985zscOXKEuXPn3tgbFN25FBER6UrefvvtO93CVT322GO3fY3jx48DEBERAUBbWxsBAQH4+fl51BqGQWBgIGPHjgXgvvvuA+D//u//3AJmXV0dAIMGDXI7/y9/+Qv19fWucPn973+fCRMmuK7zaadPnwZw6+P48ePExcWxcOFC/Pz8KCgouKX33N0oXIqIiHQhzc3Nd7qFz9SVO4MlJSXk5ubS1NREQEAAMTExZGRkEBYW5qq1Wq2MHz+eXr16ATBhwgQmTpzI5s2bGTBgAGPHjqWmpoaXXnqJQYMGeYRfwzDo168fo0ePBi7foRwxYoRHTw0NDfz5z3/m3nvvdbujmpaW5pq7sbHRtx/EXUzhUkRERDpNTU0NAJWVlcybNw+TycThw4cpLCyksrKSzZs3ExoaSnt7O/v372fRokWuc/38/PjRj37Ehx9+yD//8z+7xvv3709eXh4DBgxwm8swDB5++GGvd0WvOHfuHM888wyffPIJixcvxt//b9HoSrCUm6PvXIqIiEinmTJlCk8++SS//OUv+fa3v01CQgLp6emsXbuWM2fOkJeXB8DBgwc5f/68a0kbLj/5/cMf/pDm5mZSU1N58cUXWbx4MR0dHaSmprqW3OHycntFRYXb+X/vr3/9K+np6bz//vtMnjyZ7373u5/dG+9GdOdSREREOs3UqVO9jk+aNIng4GBKSkqAy0viQ4YMISQkxFWTl5dHe3s7eXl5rqVuuLxcbrFY+MlPfsKbb74JQFlZGZ988olrC6K/V19fT0ZGBh9++CHf+MY3WL16NT169PDV2+zWFC5FRES6kL9/KKU76d+/v2vZ3DAM11PiV1RXV3P//fe7BUu4/KDPuHHjKC4u5ty5c/Tt2xer1crIkSPp37+/xzyHDx9m2bJl2O12vv/97/P000/Ts6cWc31F4VJERKQL8cUT2V2V3W4nLS2N8PBwcnJy3I61t7dTX19PeHg4J06coLa2lszMTLeagIAAOjo6vF77yrjT6QQu3/n85je/6VF36NAh0tPTcTgc/L//9//4/ve/74u3Jp+imC4iIiKdwmQycenSJfbu3cvRo0fdjhUUFHDu3DmSkpIwDIOgoCAiIyPdauLi4vjggw88fqqxurqaiooKRo0axRe+8AU++OADGhsbPZbEW1payMzMpK2tjX/+539WsPyM6M6liIiIdJqsrCyWLFnCwoULmTlzJoMGDaKsrIyioiKioqJITk4mOzub6Ohotye3ARYuXEh5eTmZmZk89thjDB8+nPr6erZv346/vz/Z2dnA5SV1k8nEgw8+6HZ+fn4+drudhx56CKfTya5duzz6M5vNfOlLX/rsPoBuQOFSREREOk1UVBT5+fnk5+ezfft2WltbCQ0NJTU1FYvFgtPppKysjIyMDI9zBw0aREFBAfn5+ezZs4ft27dz7733EhcXx49+9CPX5ujFxcV87Wtf8/geZWlpKQBVVVVUVVV57S8vL0/h8jb1sNvtzjvdhIiISHfR0tLCwIED73Qb8jnXlf+O9J1LEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERER8RmFSxERERHxGYVLERER6VRr167FbDZ7/bdz50632oqKCsxmMw0NDQD89a9/JScnh29+85vEx8cza9YsCgsL6ejo8DrXJ598woQJE3jnnXcAaG9v57e//S3Jycl8/etfJyEhgQULFlBcXHzNntvb27FYLKxevdoHn8Ddzf9ONyAiIiLdS01NDSEhISxYsMDj2JgxY9xeW61WBg8eTFhYGGfPnuVHP/oRH3zwAQkJCZjNZo4fP8769espLy/nhRdeoEePHm7nHzhwgLa2NmJiYgB44YUXeOedd3j44Yd5/PHHaW1t5e233+bpp59mxYoVJCUlefR06dIlVq1axfHjxxk+fLgPP4m7k8KliIiIdJqOjg5sNhvx8fFMmzbtuvWGYRAbGwvA5s2b+eCDD5gzZw6LFi1y1YwYMYKcnBx+//vf861vfcvtfKvVyogRIxg4cCCHDx/mnXfeYcqUKaxdu9ZVM2PGDGbPnk1ubi6PPPIIAQEBrmMnTpxg1apVVFRU3O5b7za0LC4iIiKdpr6+HofDwdChQ69b29LSQk1NDXFxcQD893//N3369OHJJ590q3viiSe49957eeuttzyuYbVaXeF03759wOUw+Wl9+/Zl4sSJfPzxx1RXV7vGf//73/Od73yHI0eOMHfu3Jt6n92Z7lyKiIh0IYXf/u2dbuGqvrdj9m1f4/jx4wBEREQA0NbWRkBAAH5+fh61hmEQGBjI2LFjATh58iTDhg2jd+/ebnU9e/YkLCyM999/H6fT6Voa/8tf/kJ9fb0rXH7/+99nwoQJ3HfffR5znT59GsCtj+PHjxMXF8fChQvx8/OjoKDgNt9996BwKSIi0oWcqGi60y18pq7cGSwpKSE3N5empiYCAgKIiYkhIyODsLAwV63VamX8+PH06tULgD59+nD+/Hmv17Xb7XzyySf89a9/xWQyAZfDab9+/Rg9ejRw+Q7liBEjPM5taGjgz3/+M/fee6/bHdW0tDTX3I2Njbf/5rsJLYuLiIhIp6mpqQGgsrKSefPmkZOTw/e+9z2Ki4v54Q9/6Apx7e3t7N+/33XXES4/7POXv/yF9957z+2aR44coanpcih3OByuccMwePjhh73eFb3i3LlzPPPMM3zyySc8+eST+Pv/7b7blWApN0fhUkRERDrNlClTePLJJ/nlL3/Jt7/9bRISEkhPT2ft2rWcOXOGvLw8AA4ePMj58+fdwuX8+fPp2bMnWVlZ/OlPf6KxsZE9e/bw4x//mH79+gF/W9Zua2ujoqLC7fy/99e//pX09HTef/99Jk+ezHe/+93P8J13H1oWFxERkU4zdepUr+OTJk0iODiYkpIS4PKS+JAhQwgJCXHVPPjgg7z44ov89Kc/5Z/+6Z8ACAwMZN68eTQ0NPD222+7QmZZWRmffPKJawuiv1dfX09GRgYffvgh3/jGN1i9erXHNkZyaxQuRUREupAvjw25ftFdqn///q5lc8MwXE+Jf9rXv/513n77baqrq2lvb2fYsGEEBgaSmppKcHCwaynbarUycuRI+vfv73GNw4cPs2zZMux2O9///vd5+umn6dlTi7m+onApIiLShfjiieyuym63k5aWRnh4ODk5OW7H2tvbqa+vJzw8nBMnTlBbW0tmZqZbTXl5OR988AFPPPEEDzzwgGv8448/pqqqismTJ7vGrFYr3/zmNz16OHToEOnp6TgcDv7f//t/fP/73/fxuxTFdBEREekUJpOJS5cusXfvXo4ePep2rKCggHPnzpGUlIRhGAQFBREZGelWU1ZWxgsvvMD+/ftdY06nk5///Oe0t7cze/blYP7BBx/Q2NjosSTe0tJCZmYmbW1t/PM//7OC5WdEdy5FRESk02RlZbFkyRIWLlzIzJkzGTRoEGVlZRQVFREVFUVycjLZ2dlER0e7PbkNlzdLf+utt3j22Wf53ve+R//+/dmzZw9Wq5Unn3zStc2QYRiYTCYefPBBt/Pz8/Ox2+089NBDOJ1Odu3a5dGf2WzmS1/60mf3AXQDCpciIiLSaaKiosjPzyc/P5/t27fT2tpKaGgoqampWCwWnE4nZWVlZGRkeJw7YMAANm3aRF5eHv/+7/+Ow+FgyJAh/OQnP+Eb3/iGq664uJivfe1rHt+jLC0tBaCqqoqqqiqv/eXl5Slc3qYedrvdeaebEBER6S5aWloYOHDgnW5DPue68t+RvnMpIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiKdau3atZjNZq//du7c6VZbUVGB2WymoaHB4zpnz54lKSmJ1157zes8bW1tbNq0iSeeeIL4+HhmzpzJb37zGy5duuS1/uTJk5jNZvbv3+86Py8vjxkzZhAbG0tiYiIZGRlUVVVd8/1dr6+7nf+dbkBERES6l5qaGkJCQliwYIHHsTFjxri9tlqtDB48mLCwMLfxtrY2li1bRnNzs9c5Ojo6+PGPf0xxcTGPPvooDz74IKWlpWzcuJEPP/yQf/qnf/I4xzAM+vTpQ2RkJE6nk8zMTEpLS0lMTCQ5OZkzZ86wbds2UlJSyM3NxWw2e1zjen11BwqXIiIi0mk6Ojqw2WzEx8czbdq069YbhkFsbKzbmM1mY/ny5dhstque91//9V9YrVYWLlzIP/7jPwLw+OOP89Of/pS33nqL6dOn89BDD7mdY7VaiY6OJiAggN27d1NaWsrcuXNJS0tz1UyfPp3k5GTWrVtHYWHhTffVHWhZXERERDpNfX09DoeDoUOHXre2paWFmpoa4uLiXGMFBQVYLBZaWlqYNWvWVc999913CQgI4Lvf/a7b+Jw5cwA8lt8vXrxIWVmZa659+/YBMGPGDLe64OBgxo0bR21tLXa7/ab76g5051JERKQL+cbOrruc+p9Jg277GsePHwcgIiICuLyMHBAQgJ+fn0etYRgEBgYyduxY19ixY8dISkoiNTWVuro6tmzZ4nWeqqoqhg4dSmBgoNt4WFgYX/ziF3nvvffcxisqKrhw4QIxMTEALF68mJkzZzJokOd7Pn36NAA9e/7tHt2N9tUdKFyKiIh0IftbLt7pFj5T1dXVAJSUlJCbm0tTUxMBAQHExMSQkZHh9t1Kq9XK+PHj6dWrl2ts9erVrtd1dXVe52hra+Pjjz92C6WfNmjQIBobG93GDMNg2LBhBAcHA2AymTCZTB7nHjp0iKqqKoYPH06/fv1uqq/uQuFSREREOk1NTQ0AlZWVzJs3D5PJxOHDhyksLKSyspLNmzcTGhpKe3s7+/fvZ9GiRW7nfzpoXs25c+cA6NOnj9fjvXv3prW11W3MarUyceLEa163ubmZlStXApCSknLTfXUXCpciIiLSaaZMmcLIkSOZM2cOvXv3BiAhIYHRo0eTnZ1NXl4ea9as4eDBg5w/f97jYZ4b4XQ63f73dvzTy/ANDQ3U1dVdc67GxkYWL15MU1MTFovlukG0O1O4FBERkU4zdepUr+OTJk0iODiYkpIS4PKdxCFDhhASEnLTc1y5Y9nW1ub1eFtbG0FBQa7XVquVvn37emyDdMWRI0dYunQpp06dYvbs2aSnp990T92JwqWIiEgXEj0w4E63cMf079/ftWxuGIbbU+I3IygoCJPJdNW9Jpubm91Cq9VqxWw24+/vGYv27NnDihUrcDgcpKenY7FYbqmn7kThUkREpAvxxRPZXZXdbictLY3w8HBycnLcjrW3t1NfX094eDgnTpygtraWzMzMW57rwQcfpKysjLa2NtfyO1xeArfb7TzyyCMAOBwODhw44HWuoqIinn32Wfz8/Hj++edJTEy85X66E+1zKSIiIp3CZDJx6dIl9u7dy9GjR92OFRQUcO7cOZKSkjAMg6CgICIjI295rqlTp+JwODw2Ov/Vr34FQFJSEgDl5eU4HA7XFkRXVFdXs2rVKvz9/dmwYYOC5U3QnUsRERHpNFlZWSxZsoSFCxe69pEsKyujqKiIqKgokpOTyc7OJjo62usy9Y2aMmUKb7/9Nr/4xS9obGxk1KhRlJSU8F//9V985zvf4atf/Spwefl9xIgRDBgwwO38jRs34nA4iIuLo7m5mV27dnnMkZCQ4LGPpihcioiISCeKiooiPz+f/Px8tm/fTmtrK6GhoaSmpmKxWHA6nZSVlZGRkXFb8/To0YN169bx+uuv88c//pF3332X0NBQMjIy+N73vueqKy4uZvLkyW7ntre3U15eDlwOn4ZheJ1jx44dCpde9LDb7d6f0xcRERGfa2lpYeDAgXe6Dfmc68p/R/rOpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIdKq1a9diNpu9/tu5c6dbbUVFBWazmYaGBo/rnD17lqSkJF577bVrzpeTk8Njjz12zZo1a9aQkpLiNu+SJUtITEwkLi6OGTNm8Nprr/HJJ59c8zq//vWvMZvN16y52/nf6QZERESke6mpqSEkJIQFCxZ4HBszZozba6vVyuDBgwkLC3Mbb2trY9myZTQ3N19zrn/7t3/jP/7jPwgJCblmXUlJCd/5zncAKC8vZ+HChfTv359Zs2Zx7733sm/fPvLz8zl8+DAbN26kZ0/P+3N//vOf+cUvfnHNeboDhUsRERHpNB0dHdhsNuLj45k2bdp16w3DIDY21m3MZrOxfPlybDbbVc9ra2tj48aN/Md//Md15zh27BgtLS2ueZ5//nmCgoJ48803GTBgAAAzZ85k/fr1bN26laKiIiZPnuw6v729nTfffJP8/HwuXbp03fnudloWFxERkU5TX1+Pw+Fg6NCh161taWmhpqaGuLg411hBQQEWi4WWlhZmzZrl9bzq6mqeeOIJ/uM//oPHH3+cQYMGXXMeq9XKwIEDGTFiBCdPnuTDDz9k4sSJrmB5xbe+9S3g8pL5p3v83ve+x6ZNm/j617/OyJEjr/u+7na6cykiItKFBD6XdqdbuKrWlbe/5Hv8+HEAIiIigMt3GAMCAvDz8/OoNQyDwMBAxo4d6xo7duwYSUlJpKamUldXx5YtWzzOa2hoYODAgaxevZro6Ojrft/SarUSExMDwJe+9CX+4z/+g3vuucej7tSpUwBuS+JnzpyhZ8+ePP/880yePNnrUn93o3ApIiLShfjZjtzpFj5T1dXVwOXvOObm5tLU1ERAQAAxMTFkZGS4fbfSarUyfvx4evXq5RpbvXq163VdXZ3XOWJjY0lISLihfj7++GOqqqpcd0H9/f0ZPHiw19rf/va3AERFRbnGIiIi+Ld/+zd69OhxQ/N1BwqXIiIi0mlqamoAqKysZN68eZhMJg4fPkxhYSGVlZVs3ryZ0NBQ2tvb2b9/P4sWLXI7/9NB82pupOaKkpISevTocd0nvN944w327dvHyJEjmTBhgmvc319R6u/pExEREZFOM2XKFEaOHMmcOXPo3bs3AAkJCYwePZrs7Gzy8vJYs2YNBw8e5Pz58x4P8/ia1WrlH/7hHwgKCrpqzRtvvMGmTZvo378/P/3pT70+KS5/o3ApIiIinWbq1KlexydNmkRwcDAlJSXA5dA3ZMiQ624hdDucTiclJSXMnj3b6/H29nZefPFF3nrrLQYNGsTPf/5zjy2RxJPCpYiISBdyaeioO93CHdO/f3/XsrlhGG5PiX8Wjh49yunTp73eHb1w4QLPPPMMxcXFREREkJuby5e//OXPtJ+7hcKliIhIF+KLJ7K7KrvdTlpaGuHh4eTk5Lgda29vp76+nvDwcE6cOEFtbS2ZmZmfaT9Wq5Uvf/nLHtsitba2smTJEg4dOsT48ePJycmhb9++n2kvdxN9aUBEREQ6hclk4tKlS+zdu5ejR4+6HSsoKODcuXMkJSVhGAZBQUFERkZ+pv18eguiT/vJT37CoUOHiI+PZ8OGDQqWN0l3LkVERKTTZGVlsWTJEhYuXMjMmTMZNGgQZWVlFBUVERUVRXJyMtnZ2URHR3+mT2Lb7XaOHDnC3Llz3cYPHz7MH//4R9f2SH/60588zg0LC/P4mUr5G4VLERER6TRRUVHk5+eTn5/P9u3baW1tJTQ0lNTUVCwWC06nk7KyMjIyMj7TPkpKSvDz8yM6OtptfN++fQBcvHjRY+n+im9961sKl9fQw263O+90EyIiIt1FS0sLAwcOvNNtyOdcV/470ncuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRERExGcULkVERETEZxQuRUREpFOtXbsWs9ns9d/OnTvdaisqKjCbzTQ0NHhc5+zZsyQlJfHaa695naepqYnVq1fzzW9+k5iYGL75zW+yZs0aWlpavNafPHkSs9nM/v37AWhrayMvL48ZM2YQGxtLYmIiGRkZVFVVXfP9Xa+vu53/nW5AREREupeamhpCQkJYsGCBx7ExY8a4vbZarQwePJiwsDC38ba2NpYtW0Zzc7PXOc6cOcP8+fM5e/Ysjz/+OPfffz82m40dO3ZQWlpKQUEBAwYMcDvHMAz69OlDZGQkTqeTzMxMSktLSUxMJDk5mTNnzrBt2zZSUlLIzc3FbDZ7zHu9vroDhUsRERHpNB0dHdhsNuLj45k2bdp16w3DIDY21m3MZrOxfPlybDbbVc979dVX+eijj9iwYQMxMTGu8Ycffphly5bxy1/+kqysLLdzrFYr0dHRBAQEsHv3bkpLS5k7dy5paWmumunTp5OcnMy6desoLCy86b66Ay2Li4iISKepr6/H4XAwdOjQ69a2tLRQU1NDXFyca6ygoACLxUJLSwuzZs266rmlpaWEhYW5BUuACRMm0LdvX8rLy93GL168SFlZmWuuffv2ATBjxgy3uuDgYMaNG0dtbS12u/2m++oOdOdSRESkC2kte/pOt3BVgeNzb/sax48fByAiIgK4vIwcEBCAn5+fR61hGAQGBjJ27FjX2LFjx0hKSiI1NZW6ujq2bNnidZ5NmzZx4cIFj/HW1lZaW1vp2dP9/lpFRQUXLlxwhdHFixczc+ZMBg0a5HGN06dPA7hd40b76g4ULkVERLqQjo/fv9MtfKaqq6sBKCkpITc3l6amJgICAoiJiSEjI8Ptu5VWq5Xx48fTq1cv19jq1atdr+vq6q46T3BwsNfxrVu3cunSJcaPH+82bhgGw4YNc51nMpkwmUwe5x86dIiqqiqGDx9Ov379brqv7kDhUkRERDpNTU0NAJWVlcybNw+TycThw4cpLCyksrKSzZs3ExoaSnt7O/v372fRokVu5386aN6s/fv388YbbxAUFMTs2bPdjlmtViZOnHjN85ubm1m5ciUAKSkpPuvrbqNwKSIiIp1mypQpjBw5kjlz5tC7d28AEhISGD16NNnZ2eTl5bFmzRoOHjzI+fPnPR7muVUlJSVkZWXR0dHB6tWr3e5sNjQ0UFdXd825GhsbWbx4MU1NTVgslusG0e5M4VJEREQ6zdSpU72OT5o0ieDgYEpKSoDLdxKHDBlCSEjIbc/5zjvv8MILL9CjRw/Wrl3LhAkT3I5brVb69u3rsQ3SFUeOHGHp0qWcOnWK2bNnk56efts93c0ULkVERLqQnv1G3ukW7pj+/fu7ls0Nw3B7SvxW5eXlsXnzZvr27cu//Mu/EB0d7VFjtVoxm834+3vGoj179rBixQocDgfp6elYLJbb7ulup3ApIiLShfjiieyuym63k5aWRnh4ODk5OW7H2tvbqa+vJzw8nBMnTlBbW0tmZuZtzffSSy/xr//6r3z5y19m/fr1Xrc/cjgcHDhwwOtcRUVFPPvss/j5+fH888+TmJh4W/10F9rnUkRERDqFyWTi0qVL7N27l6NHj7odKygo4Ny5cyQlJWEYBkFBQURGRt7yXG+99Rb/+q//Snh4OPn5+VfdV7O8vByHw+GxH2Z1dTWrVq3C39+fDRs2KFjeBN25FBERkU6TlZXFkiVLWLhwoWsfybKyMoqKioiKiiI5OZns7Gyio6O9LlPfiNbWVl555RXg8sNCBw4c8KgJDAwkISEBwzAYMWKEx09Bbty4EYfDQVxcHM3NzezatcvjGgkJCQQGBt5Sj3czhUsRERHpNFFRUeTn55Ofn8/27dtpbW0lNDSU1NRULBYLTqeTsrIyMjIybnmOo0eP8vHHHwPwm9/8xmtNSEgICQkJFBcXM3nyZLdj7e3trl/wMQwDwzC8XmPHjh0Kl170sNvtzjvdhIiISHfR0tLCwIED73Qb8jnXlf+O9J1LEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERHpVGvXrsVsNnv9t3PnTrfaiooKzGYzDQ0NHtc5e/YsSUlJvPbaa17nOX36NC+88AKPPfYY8fHxzJo1i23btuF0Or3Wnzx5ErPZzP79+wFoa2sjLy+PGTNmEBsbS2JiIhkZGVRVVV3z/V2vr7ud/51uQERERLqXmpoaQkJCWLBggcexMWPGuL22Wq0MHjyYsLAwt/G2tjaWLVtGc3Oz1znOnTtHamoqJ06cYObMmYSHh1NcXMy//Mu/YLPZyMrK8jjHMAz69OlDZGQkTqeTzMxMSktLSUxMJDk5mTNnzrBt2zZSUlLIzc3FbDZ7XON6fXUHCpciIiLSaTo6OrDZbMTHxzNt2rTr1huGQWxsrNuYzWZj+fLl2Gy2q563ZcsW6urq+MlPfsI3vvENAGbMmMHSpUvZtm0b3//+9xk8eLDbOVarlejoaAICAti9ezelpaXMnTuXtLQ0V8306dNJTk5m3bp1FBYW3nRf3YGWxUVERKTT1NfX43A4GDp06HVrW1paqKmpIS4uzjVWUFCAxWKhpaWFWbNmXfXcTz75hFGjRpGYmOg2/vDDD+N0Ojl27Jjb+MWLFykrK3PNtW/fPuByIP204OBgxo0bR21tLXa7/ab76g5051JERKQLee3d5+50C1eV8q2Vt32N48ePAxAREQFcXkYOCAjAz8/Po9YwDAIDAxk7dqxr7NixYyQlJZGamkpdXR1btmzxOs+iRYu8jl8JlaGhoW7jFRUVXLhwgZiYGAAWL17MzJkzGTRokMc1Tp8+DUDPnn+7R3ejfXUHCpciIiJdSH3L3b2kWl1dDUBJSQm5ubk0NTUREBBATEwMGRkZbt+ttFqtjB8/nl69ernGVq9e7XpdV1d3Q3O2trbS0NDA73//e373u98xceJEHnzwQbcawzAYNmwYwcHBAJhMJkwmk8e1Dh06RFVVFcOHD6dfv3631dfdSuFSREREOk1NTQ0AlZWVzJs3D5PJxOHDhyksLKSyspLNmzcTGhpKe3s7+/fv97gD+emgeaNeffVVtm7dCsBXvvIVnn76aY8aq9XKxIkTr3md5uZmVq68fPc2JSXltvu6WylcioiISKeZMmUKI0eOZM6cOfTu3RuAhIQERo8eTXZ2Nnl5eaxZs4aDBw9y/vx5j4d5bsXXv/51oqKiqK2t5de//jUWi4VXXnmFUaNGAdDQ0EBdXd0152psbGTx4sU0NTVhsViuG0S7M4VLERER6TRTp071Oj5p0iSCg4MpKSkBLt9JHDJkCCEhIbc9Z3R0NAATJkzga1/7GnPnzuXnP/85eXl5rrn69u3rsQ3SFUeOHGHp0qWcOnWK2bNnk56efts93c0ULkVERLqQrwy8/lPUd6v+/fu7ls0Nw3B7StxXvvrVrzJkyBCOHj3qGrNarZjNZvz9PWPRnj17WLFiBQ6Hg/T0dCwWi897utsoXIqIiHQhvngiu6uy2+2kpaURHh5OTk6O27H29nbq6+sJDw/nxIkT1NbWkpmZeUvzOJ1OfvCDH9CrVy9++ctfehw/f/4899xzDwAOh4MDBw54nauoqIhnn30WPz8/nn/+eY9tjcQ77XMpIiIincJkMnHp0iX27t3rducQLu8Tee7cOZKSkjAMg6CgICIjI29pnh49ejBw4ECqqqpcy+xX/OEPf6CpqYmEhAQAysvLcTgcri2IrqiurmbVqlX4+/uzYcMGBcuboDuXIiIi0mmysrJYsmQJCxcudO0jWVZWRlFREVFRUSQnJ5OdnU10dLTXZeob9fTTT1NZWUl2djYzZswgPDyc9957j3fffZf77ruPp556Cri8/D5ixAgGDBjgdv7GjRtxOBzExcXR3NzMrl27POZISEggMDDwlnu8WylcioiISKeJiooiPz+f/Px8tm/fTmtrK6GhoaSmpmKxWHA6nZSVlZGRkXFb89x33328+eabvPrqq+zcuZOzZ88SHBzMrFmz+OEPf0jfvn0BKC4uZvLkyW7ntre3U15eDlwOn4ZheJ1jx44dCpde9LDb7c473YSIiEh30dLSwsCBA+90G/I515X/jvSdSxERERHxGYVLEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERER8RmFSxERERHxGYVLEREREfEZhUsRERER8RmFSxERERHxGYVLERER6VRr167FbDZ7/bdz50632oqKCsxmMw0NDR7XOXv2LElJSbz22ms3NO/y5csxm800NjZ6PX7y5EnMZjP79+8HoK2tjby8PGbMmEFsbCyJiYlkZGRQVVV1zXlutq+7jf+dbkBERES6l5qaGkJCQliwYIHHsTFjxri9tlqtDB48mLCwMLfxtrY2li1bRnNz8w3N+fvf/54//vGP16wxDIM+ffoQGRmJ0+kkMzOT0tJSEhMTSU5O5syZM2zbto2UlBRyc3Mxm80e17jZvu5GCpciIiLSaTo6OrDZbMTHxzNt2rTr1huGQWxsrNuYzWZj+fLl2Gy2G5qzsbGRF198kV69evHJJ59ctc5qtRIdHU1AQAC7d++mtLSUuXPnkpaW5qqZPn06ycnJrFu3jsLCwtvq626lZXERERHpNPX19TgcDoYOHXrd2paWFmpqaoiLi3ONFRQUYLFYaGlpYdasWde9xqVLl1i1ahXh4eFMmjTpqnUXL16krKzMNde+ffsAmDFjhltdcHAw48aNo7a2Frvdfst93c1051JERKQLefvtt+90C1f12GOP3fY1jh8/DkBERARweRk5ICAAPz8/j1rDMAgMDGTs2LGusWPHjpGUlERqaip1dXVs2bLlmvMVFBTw/vvv8+abb/LrX//6qnUVFRVcuHCBmJgYABYvXszMmTMZNGiQR+3p06cB6Nnzb/fobravu5nCpYiISBdyt39Xr7q6GoCSkhJyc3NpamoiICCAmJgYMjIy3L5babVaGT9+PL169XKNrV692vW6rq7umnNVVVWRn5/P008/7QqzV2MYBsOGDSM4OBgAk8mEyWTyqDt06BBVVVUMHz6cfv363VJfdzuFSxEREek0NTU1AFRWVjJv3jxMJhOHDx+msLCQyspKNm/eTGhoKO3t7ezfv59Fixa5nf/poHktFy5cYNWqVURFRfHd7373uvVWq5WJEydes6a5uZmVK1cCkJKSckt9dQcKlyIiItJppkyZwsiRI5kzZw69e/cGICEhgdGjR5OdnU1eXh5r1qzh4MGDnD9/3uNhnhu1bt06/vrXv5KXl0ePHj2uWdvQ0EBdXd0152psbGTx4sU0NTVhsViuG0S7M4VLERER6TRTp071Oj5p0iSCg4MpKSkBLt9JHDJkCCEhITc9x3//93/zu9/9jqysLHr16uV68ObixYvA5X0o7Xa7a9nbarXSt29fj22Qrjhy5AhLly7l1KlTzJ49m/T09JvuqTtRuBQREelCvD1A0l3079/ftWxuGIbbU+I343/+538AyMnJIScnx+P4D37wA+BvT4RbrVbMZjP+/p6xaM+ePaxYsQKHw0F6ejoWi+WWeupOFC5FRES6EF88kd1V2e120tLSCA8P9wh97e3t1NfXEx4ezokTJ6itrSUzM/OW5vnBD37gdQ/NX//615SWlvLcc8/Rv39/ABwOBwcOHPA6V1FREc8++yx+fn48//zzJCYm3lI/3Y3CpYiIiHQKk8nEpUuX2Lt3L0ePHuWBBx5wHSsoKODcuXPMmzcPwzAICgoiMjLyluaJiIjw+nT4rl27gMu/AhQaGgpAeXk5DofDtQXRFdXV1axatQp/f39yc3OJioq6pV66I4VLERER6TRZWVksWbKEhQsXuvaRLCsro6ioiKioKJKTk8nOziY6OtrrMrWvGYbBiBEjGDBggNv4xo0bcTgcxMXF0dzc7Aqmn5aQkEBgYOBn3uPnjcKliIiIdJqoqCjy8/PJz89n+/bttLa2EhoaSmpqKhaLBafTSVlZGRkZGZ3ST3FxMZMnT3Yba29vp7y8HLgcPg3D8Hrujh07FC696GG32513ugkREZHuoqWlhYEDB97pNuRzriv/Hem3xUVERETEZxQuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRERExGcULkVERETEZxQuRURERMRnFC5FRERExGcULkVERETEZxQuRUREpFOtXbsWs9ns9d/OnTvdaisqKjCbzTQ0NHhc5+zZsyQlJfHaa695neeNN9646jzezjl58iRms5n9+/cD0NbWRl5eHjNmzCA2NpbExEQyMjKoqqq65vu7Xl93O/873YCIiIh0LzU1NYSEhLBgwQKPY2PGjHF7bbVaGTx4MGFhYW7jbW1tLFu2jObm5mvOExgYyI9//GOPY8OGDfMYMwyDPn36EBkZidPpJDMzk9LSUhITE0lOTubMmTNs27aNlJQUcnNzMZvNHte4kb7udgqXIiIi0mk6Ojqw2WzEx8czbdq069YbhkFsbKzbmM1mY/ny5dhstmueW11dTURExA3NA5eDbHR0NAEBAezevZvS0lLmzp1LWlqaq2b69OkkJyezbt06CgsLb6mvu52WxUVERKTT1NfX43A4GDp06HVrW1paqKmpIS4uzjVWUFCAxWKhpaWFWbNmXfXctrY2/vKXvxAREXFDfV28eJGysjLXXPv27QNgxowZbnXBwcGMGzeO2tpa7Hb7TffVHejOpYiISBdS+O3f3ukWrup7O2bf9jWOHz8O4Ap9bW1tBAQE4Ofn51FrGAaBgYGMHTvWNXbs2DGSkpJITU2lrq6OLVu2eJ3HZrPR0dHhCrEOhwM/Pz/8/b1Hn4qKCi5cuEBMTAwAixcvZubMmQwaNMij9vTp0wD07Pm3e3Q32ld3oHApIiLShZyoaLrTLXymqqurASgpKSE3N5empiYCAgKIiYkhIyPD7buVVquV8ePH06tXL9fY6tWrXa/r6uquO8+xY8f47ne/S11dHT179iQyMpKnn36ar371q271hmEwbNgwgoODATCZTJhMJo/rHjp0iKqqKoYPH06/fv1uuq/uQOFSREREOk1NTQ0AlZWVzJs3D5PJxOHDhyksLKSyspLNmzcTGhpKe3s7+/fvZ9GiRW7nfzpoXsuVcHnw4EFmzZpFSEgIx48f57e//S0/+tGPePXVVxk1apSr3mq1MnHixGtes7m5mZUrVwKQkpJyS311BwqXIiIi0mmmTJnCyJEjmTNnDr179wYgISGB0aNHk52dTV5eHmvWrOHgwYOcP3/e42GeG/W1r32NoKAgZs2a5boDOWHCBGJjY5k/fz4vvfQS+fn5ADQ0NFBXV3fNuRobG1m8eDFNTU1YLJbrBtHuTOFSREREOs3UqVO9jk+aNIng4GBKSkqAy3cShwwZQkhIyC3NEx8fT3x8vMf4qFGjGD16NIcOHeL8+fMEBQVhtVrp27evxzZIVxw5coSlS5dy6tQpZs+eTXp6+i311F0oXIqIiHQhXx57a2HqbtC/f3/XsrlhGG5Pift6HqfTSWtrqytcms1mrw/77NmzhxUrVuBwOEhPT8disXwmPd1NFC5FRES6EF88kd1V2e120tLSCA8PJycnx+1Ye3s79fX1hIeHc+LECWpra8nMzLyleZxOJ/PmzQMubxH092prawkKCuKLX/wiDoeDAwcOeJ2rqKiIZ599Fj8/P55//nkSExNvqZ/uRvtcioiISKcwmUxcunSJvXv3cvToUbdjBQUFnDt3jqSkJAzDICgoiMjIyFuap0ePHtx7770cOXKEPXv2uB179913qa2tZdq0afj5+VFeXo7D4XBtQXRFdXU1q1atwt/fnw0bNihY3gTduRQREZFOk5WVxZIlS1i4cKFrH8mysjKKioqIiooiOTmZ7OxsoqOjr7on5Y1YsmQJVVVVLF++nMcff5z777+f9957j3fffZeIiAieeuop4PLy+4gRIxgwYIDb+Rs3bsThcBAXF0dzczO7du3ymCMhIYHAwMBb7vFupXApIiIinSYqKor8/Hzy8/PZvn07ra2thIaGkpqaisViwel0UlZWRkZGxm3NExERwZtvvsmmTZvYvXs3Z8+eZeDAgcyaNYt58+bxhS98AYDi4mImT57sdm57ezvl5eXA5fBpGIbXOXbs2KFw6UUPu93uvNNNiIiIdBctLS0MHDjwTrchn3Nd+e9I37kUEREREZ9RuBQRERERn1G4FBERERGfUbgUEREREZ9RuBQRERERn1G4FBERERGfUbgUEREREZ9RuBQRERERn1G4FBERERGfUbgUEREREZ9RuBQRERERn1G4FBERERGfUbgUERGRTrV27VrMZrPXfzt37nSrraiowGw209DQ4HGds2fPkpSUxGuvvXbVuf7whz/wwx/+kAkTJjB16lSysrKoq6vzWnvy5EnMZjP79+8HoK2tjby8PGbMmEFsbCyJiYlkZGRQVVV1zfd3I33dzfzvdAMiIiLSvdTU1BASEsKCBQs8jo0ZM8bttdVqZfDgwYSFhbmNt7W1sWzZMpqbm686z6ZNm3jjjTcYO3Ys6enpfPTRRxQWFjJ//nx+9atfERoa6lZvGAZ9+vQhMjISp9NJZmYmpaWlJCYmkpyczJkzZ9i2bRspKSnk5uZiNps95ryRvu52CpciIiLSaTo6OrDZbMTHxzNt2rTr1huGQWxsrNuYzWZj+fLl2Gy2q573/vvvs3nzZuLj48nJycHPzw8As9nMggULePPNN3nmmWfczrFarURHRxMQEMDu3bspLS1l7ty5pKWluWqmT59OcnIy69ato7Cw8Kb76g60LC4iIiKdpr6+HofDwdChQ69b29LSQk1NDXFxca6xgoICLBYLLS0tzJo166rnvvXWW3R0dLB06VJXsAQYN24cKSkpPPjgg271Fy9epKyszDXXvn37AJgxY4ZbXXBwMOPGjaO2tha73X7TfXUHunMpIiLShXxjZ9ddTv3PpEG3fY3jx48DEBERAVxeRg4ICHALgFcYhkFgYCBjx451jR07doykpCRSU1Opq6tjy5YtXucpKytj6NChrqXvixcv0tHRwT333MOTTz7pUV9RUcGFCxeIiYkBYPHixcycOZNBgzzf8+nTpwHo2fNv9+hutK/uQOFSRESkC9nfcvFOt/CZqq6uBqCkpITc3FyampoICAggJiaGjIwMt+9WWq1Wxo8fT69evVxjq1evdr2+2oM5Fy9epKGhgbi4OMrLy3n55Zd57733AHjooYd4+umnGT16tNs5hmEwbNgwgoODATCZTJhMJo9rHzp0iKqqKoYPH06/fv1uqq/uQsviIiIi0mlqamoAqKysZN68eeTk5PC9732P4uJifvjDH9LY2AhAe3s7+/fv9/i+5aeD5tWcO3eOjo4OPvjgA9LT03nggQd44YUXWLx4MXV1dTz11FOusHmF1Wr1mOvvNTc3s3LlSgBSUlJuuq/uQncuRUREpNNMmTKFkSNHMmfOHHr37g1AQkICo0ePJjs7m7y8PNasWcPBgwc5f/78dQOfN5988glw+fudS5YsYfbs2a5j0dHRzJ07l9zcXF5//XUAGhoaqKuru+ZcjY2NLF68mKamJiwWCxMnTrzpvroLhUsRERHpNFOnTvU6PmnSJIKDgykpKQEu30kcMmQIISEhNz1HYGAgAH5+fsycOdPt2Fe/+lVGjx7NoUOHaG1tJTAwEKvVSt++fT22QbriyJEjLF26lFOnTjF79mzS09NvuqfuROFSRESkC4keGHCnW7hj+vfv71o2NwzD7Snxm/GFL3yBoKAg/P39ueeeezyOf+lLX8LpdHL+/HlXuDSbzfj7e8aiPXv2sGLFChwOB+np6VgsllvqqTtRuBQREelCfPFEdldlt9tJS0sjPDycnJwct2Pt7e3U19cTHh7OiRMnqK2tJTMz85bm6dGjB6NGjaKsrIzm5maPJ77/8pe/EBgYSP/+/XE4HBw4cMDrXEVFRTz77LP4+fnx/PPPk5iYeEv9dDd6oEdEREQ6hclk4tKlS+zdu5ejR4+6HSsoKODcuXMkJSVhGAZBQUFERkbe8lyPPvooTqeTTZs2uY0XFxdz7NgxEhMT6dmzJ+Xl5TgcDtcWRFdUV1ezatUq/P392bBhg4LlTdCdSxEREek0WVlZLFmyhIULF7r2kSwrK6OoqIioqCiSk5PJzs4mOjra6zL1jZo6dSp//vOf+d3vfsepU6eYMGECf/nLX/j3f/93Bg4c6PrVHcMwGDFiBAMGDHA7f+PGjTgcDuLi4mhubmbXrl0ecyQkJLi+3yl/o3ApIiIinSYqKor8/Hzy8/PZvn07ra2thIaGkpqaisViwel0UlZWRkZGxm3P9ZOf/IR/+7d/4+233+all16ib9++fOMb3+Cpp55yhcni4mImT57sdl57ezvl5eXA5fBpGIbX6+/YsUPh0osedrvdeaebEBER6S5aWloYOHDgnW5DPue68t+RvnMpIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj7jf6cbEBERke5l7dq1vPPOO16PrVy5kqSkJNfriooKUlNTeeuttwgLC3OrPXv2LMnJyUyfPp2UlBS3Y2az+bp97Nu3z+31yZMnefTRR3nllVeIjo6mra2NzZs386c//YmmpiYCAwMZM2YM8+fP56GHHrrqda/VV3egcCkiIiKdqqamhpCQEBYsWOBxbMyYMW6vrVYrgwcP9giWbW1tLFu2jObmZq9zrF692ut4SUkJu3btYtKkSR7HDMOgT58+REZG4nQ6yczMpLS0lMTERJKTkzlz5gzbtm0jJSWF3NxcrwH2en11BwqXIiIi0mk6Ojqw2WzEx8czbdq069YbhkFsbKzbmM1mY/ny5dhstque5+3aJ0+e5KWXXmLw4MGsXLnS47jVaiU6OpqAgAB2795NaWkpc+fOJS0tzVUzffp0kpOTWbduHYWFhTfdV3eg71yKiIhIp6mvr8fhcDB06NDr1ra0tFBTU0NcXJxrrKCgAIvFQktLC7NmzbqpuXNycvjrX//KP/3TPxEUFOR27OLFi5SVlbnmurJkPmPGDLe64OBgxo0bR21tLXa73Sd93W1051JERKQLCXwu7fpFd0jryl/c9jWOHz8OQEREBHB5GTkgIAA/Pz+PWsMwCAwMZOzYsa6xY8eOkZSURGpqKnV1dWzZsuWG5t23bx979+5l2rRpjBs3zuN4RUUFFy5cICYmBoDFixczc+ZMBg0a5FF7+vRpAHr2/Ns9ulvt626kcCkiItKF+NmO3OkWPlPV1dXA5e8+5ubm0tTUREBAADExMWRkZLh9t9JqtTJ+/Hh69erlGlu9erXrdV1d3Q3P+4tf/AJ/f3+eeuopr8cNw2DYsGEEBwcDYDKZMJlMHnWHDh2iqqqK4cOH069fv9vu626kcCkiIiKdpqamBoDKykrmzZuHyWTi8OHDFBYWUllZyebNmwkNDaW9vZ39+/ezaNEit/M/HTRv1KFDhzhy5AiPPvooX/7yl73WWK1WJk6ceM3rNDc3u76r+fdPgd9KX3crhUsRERHpNFOmTGHkyJHMmTOH3r17A5CQkMDo0aPJzs4mLy+PNWvWcPDgQc6fP+/xMM+t+Pd//3cALBaL1+MNDQ3U1dVdc67GxkYWL15MU1MTFovlukG0O1O4FBERkU4zdepUr+OTJk0iODiYkpIS4PKdxCFDhhASEnJb8128eBHDMHjggQcYMmSI1xqr1Urfvn09tkG64siRIyxdupRTp04xe/Zs0tPTb6unu53CpYiISBdyaeioO93CHdO/f3/XsrlhGG5Pid+qsrIyzp8/z5QpU65aY7VaMZvN+Pt7xqI9e/awYsUKHA4H6enpV737KX+jcCkiItKF+OKJ7K7KbreTlpZGeHg4OTk5bsfa29upr68nPDycEydOUFtbS2Zm5m3PWVFRAcDXvvY1r8cdDgcHDhzwOldRURHPPvssfn5+PP/88yQmJt52P92B9rkUERGRTmEymbh06RJ79+7l6NGjbscKCgo4d+4cSUlJGIZBUFAQkZGRtz3n0aNHCQwMvOqSeHl5OQ6Hw7UF0RXV1dWsWrUKf39/NmzYoGB5E3TnUkRERDpNVlYWS5YsYeHCha59JMvKyigqKiIqKork5GSys7OJjo72ukx9s+rq6ggODnbbk/LTDMNgxIgRDBgwwG1848aNOBwO4uLiaG5uZteuXR7nJiQkEBgYeNs93m0ULkVERKTTREVFkZ+fT35+Ptu3b6e1tZXQ0FBSU1OxWCw4nU7KysrIyMjwyXxnzpxh+PDhVz1eXFzM5MmT3cba29spLy8HLodPwzC8nrtjxw6FSy962O12551uQkREpLtoaWlh4MCBd7oN+Zzryn9H+s6liIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIh0qrVr12I2m73+27lzp1ttRUUFZrOZhoYGj+ucPXuWpKQkXnvtNa/zfPTRR6xZs4Zp06YRGxvLt7/9bV599VU++eQTr/UnT57EbDazf/9+ANra2sjLy2PGjBnExsaSmJhIRkYGVVVV13x/1+vrbud/pxsQERGR7qWmpoaQkBAWLFjgcWzMmDFur61WK4MHDyYsLMxtvK2tjWXLltHc3Ox1jnPnzvHkk09y8uRJpk+fzogRIygrK+OXv/wlR48eZcOGDR7nGIZBnz59iIyMxOl0kpmZSWlpKYmJiSQnJ3PmzBm2bdtGSkoKubm5mM1mj2tcr6/uQOFSREREOk1HRwc2m434+HimTZt23XrDMIiNjXUbs9lsLF++HJvNdtXz3n77bRobG1m4cCH/+I//CMCMGTNYs2YNv/vd7yguLiYmJsbtHKvVSnR0NAEBAezevZvS0lLmzp1LWlqaq2b69OkkJyezbt06CgsLb7qv7kDL4iIiItJp6uvrcTgcDB069Lq1LS0t1NTUEBcX5xorKCjAYrHQ0tLCrFmzrnruhx9+CMDXv/51t/GEhAQAjh8/7jZ+8eJFysrKXHPt27cPuBxIPy04OJhx48ZRW1uL3W6/6b66A925FBER6UJay56+0y1cVeD43Nu+xpVQFxERAVxeRg4ICMDPz8+j1jAMAgMDGTt2rGvs2LFjJCUlkZqaSl1dHVu2bPE6z3333QfA//3f/7kF2bq6OgAGDhzoVl9RUcGFCxdcdzMXL17MzJkzGTRokMe1T58+DUDPnn+7R3ejfXUHCpciIiJdSMfH79/pFj5T1dXVAJSUlJCbm0tTUxMBAQHExMSQkZHh9t1Kq9XK+PHj6dWrl2ts9erVrtdXgqI33/72tykqKiI3N5d77rmH4cOHc+jQId544w2GDh3K//f//X9u9YZhMGzYMIKDgwEwmUyYTCaP6x46dIiqqiqGDx9Ov379brqv7kDhUkRERDpNTU0NAJWVlcybNw+TycThw4cpLCyksrKSzZs3ExoaSnt7O/v372fRokVu5386aF5Lnz59eOqpp1ixYgXLli1zjQ8ePJif//zn9O7d263earUyceLEa16zubmZlStXApCSknJLfXUHCpciIiLSaaZMmcLIkSOZM2eOK+AlJCQwevRosrOzycvLY82aNRw8eJDz5897PMxzo/7whz/wz//8z3zxi19kyZIlhIeHc+zYMX7729+SkpJCXl6e6y5lQ0MDdXV115yrsbGRxYsX09TUhMViuW4Q7c4ULkVERKTTTJ061ev4pEmTCA4OpqSkBLh8J3HIkCGEhITc0jwvv/wy99xzD/n5+a6l9okTJzJ+/Hieeuop1q9fzwsvvOCaq2/fvh7bIF1x5MgRli5dyqlTp5g9ezbp6em31FN3oXApIiLShfTsN/JOt3DH9O/f37VsbhiG21PiN8Nut9Pc3ExcXJzH/pjjxo3jvvvuc22UDpfDpdlsxt/fMxbt2bOHFStW4HA4SE9Px2Kx3FJP3YnCpYiISBfiiyeyuyq73U5aWhrh4eHk5OS4HWtvb6e+vp7w8HBOnDhBbW0tmZmZtzSPv78/PXr0oKOjw+vxS5cu4XQ6AXA4HBw4cMDrXEVFRTz77LP4+fnx/PPPk5iYeEv9dDfa51JEREQ6hclk4tKlS+zdu5ejR4+6HSsoKODcuXMkJSVhGAZBQUFERkbe0jx9+/blH/7hH9i/f7/r6fQriouLqa+v5+GHHwagvLwch8PhsaF6dXU1q1atwt/fnw0bNihY3gTduRQREZFOk5WVxZIlS1i4cKFrH8mysjKKioqIiooiOTmZ7OxsoqOjvS5T38w8KSkppKSkMGPGDMLDw6murmbHjh186Utfcn1v0jAMRowYwYABA9zO37hxIw6Hg7i4OJqbm9m1a5fHHAkJCQQGBt5yj3crhUsRERHpNFFRUeTn55Ofn8/27dtpbW0lNDSU1NRULBYLTqeTsrIyMjIybmueYcOG8atf/YrXX3+dnTt38te//pUvfelLfOtb3+JHP/qRaxP14uJiJk+e7HZue3s75eXlwOXwaRiG1zl27NihcOlFD7vd7rzTTYiIiHQXLS0tHr8OI3KzuvLfkb5zKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIinWrt2rWYzWav/3bu3OlWW1FRgdlspqGhweM6Z8+eJSkpiddee83rPCdOnGDVqlVMmTKFiRMnMnfuXHbt2nXVvk6ePInZbGb//v0AtLW1kZeXx4wZM4iNjSUxMZGMjAyqqqqu+f6u19fdzv9ONyAiIiLdS01NDSEhISxYsMDj2JgxY9xeW61WBg8eTFhYmNt4W1sby5Yto7m52escTU1NzJs3jzNnzvCtb32LUaNGUV5ezqpVq3j//ffJyMjwOMcwDPr06UNkZCROp5PMzExKS0tJTEwkOTmZM2fOsG3bNlJSUsjNzcVsNntc43p9dQcKlyIiItJpOjo6sNlsxMfHM23atOvWG4ZBbGys25jNZmP58uXYbLarnrdhwwZOnz7Nj3/8Y5544gkAZs6cyZe//GV+85vfMHHiRMaNG+d2jtVqJTo6moCAAHbv3k1paSlz584lLS3NVTN9+nSSk5NZt24dhYWFN91Xd6BwKSIi0oW89u5zd7qFq0r51srbvkZ9fT0Oh4OhQ4det7alpYWamhqWLFniGisoKGDTpk0EBQUxa9YstmzZ4nHexYsXMQyDr3zlKzz++ONux+bNm8dvfvMb3nrrLbdwefHiRcrKynj66acB2LdvHwAzZsxwOz84OJhx48bxP//zP9jtdkwm0w331V0oXIqIiHQh9S13912v48ePAxAREQFcXkYOCAjAz8/Po9YwDAIDAxk7dqxr7NixYyQlJZGamkpdXZ3XEGe323E4HAwbNowePXq4HfvCF77AF7/4RY4cOeI2XlFRwYULF4iJiQFg8eLFzJw5k0GDBnlc//Tp0wD07Pm3R1dupK/uQuFSREREOk11dTUAJSUl5Obm0tTUREBAADExMWRkZLh9t9JqtTJ+/Hh69erlGlu9erXrdV1dndc5AgMDATh//rzHsUuXLnH27Fna2trcxg3DYNiwYQQHBwNgMplcdyU/7dChQ1RVVTF8+HD69et3U311F3paXERERDpNTU0NAJWVlcybN4+cnBy+973vUVxczA9/+EMaGxsBaG9vZ//+/R7ft/x00Lyavn37MnToUA4dOkRTU5PbsT//+c+0t7fjcDjcxq1Wq8dcf6+5uZmVKy9/NSAlJeWm++ouFC5FRESk00yZMoUnn3ySX/7yl3z7298mISGB9PR01q5dy5kzZ8jLywPg4MGDnD9//rqB72pSUlJwOBwsWbKE4uJiGhsb+f3vf89Pf/pT+vXrh7//3xZvGxoaqKuru+ZcjY2NPPXUUzQ1NWGxWJg4ceIt9dUdaFlcRESkC/nKwOs/6PJ5NnXqVK/jkyZNIjg4mJKSEuDyncQhQ4YQEhJyS/NMmjSJFStWkJub63og6N5772XJkiX88Y9/dHui22q10rdvX49tkK44cuQIS5cu5dSpU8yePZv09PRb6qm7ULgUERHpQnzxRPbnVf/+/V3L5oZhEBcXd1vXe/TRR5kyZQrV1dX07NmTYcOG0atXL15//XXCw8NddVarFbPZ7HY384o9e/awYsUKHA4H6enpWCyW2+qpO9CyuIiIiHQKu93OrFmzyMrK8jjW3t5OfX094eHhnDhxgtra2lteEofL4XTXrl3cc889PPTQQ4waNYpevXrxf//3f5w4cYKoqCgAHA4HBw4c8Bpki4qK+PGPf0xHRwfPP/+8guUNUrgUERGRTmEymbh06RJ79+7l6NGjbscKCgo4d+4cSUlJGIZBUFAQkZGRtzzXf/7nf7J69Wo+/PBD19jFixfZuHEj99xzj2v/yvLychwOh2sLoiuqq6tZtWoV/v7+bNiwgcTExFvupbvRsriIiIh0mqysLJYsWcLChQtd+0iWlZVRVFREVFQUycnJZGdnEx0d7XWZ+kb94Ac/4L//+79ZvHgx3/nOd+jduze7du2iqqqKZ599lgEDBgCX73COGDHC9fqKjRs34nA4iIuLo7m52etvkickJLi2PZK/UbgUERGRThMVFUV+fj75+fls376d1tZWQkNDSU1NxWKx4HQ6KSsr8/rb3zdj6NCh5OXlsWnTJt588006OjoYMWIEGzdu5OGHH3bVFRcXM3nyZLdz29vbKS8vBy6HT8MwvM6xY8cOhUsvetjtduedbkJERKS7aGlpYeDAgXe6Dfmc68p/R/rOpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiIj4jMKliIiIiPiMwqWIiIiI+IzCpYiIiHSqtWvXYjabvf7buXOnW21FRQVms5mGhgYA7HY7L774Io899hixsbFMmTKFZ555hg8++MBjnra2NjZt2sQTTzxBfHw8M2fO5De/+Q2XLl3y2tfJkycxm83s37/fdX5eXh4zZswgNjaWxMREMjIyqKqquub7O3v2LElJSbz22mu38Ol8/vnf6QZERESke6mpqSEkJIQFCxZ4HBszZozba6vVyuDBgwkLC8PhcPDUU09RW1tLUlISo0aNorGxkW3btlFSUkJ+fj5Dhw4FoKOjgx//+McUFxfz6KOP8uCDD1JaWsrGjRv58MMP+ad/+iePuQ3DoE+fPkRGRuJ0OsnMzKS0tJTExESSk5M5c+YM27ZtIyUlhdzcXMxms8c12traWLZsGc3NzT76tD5/FC5FRESk03R0dGCz2YiPj2fatGnXrTcMg9jYWAC2bt2KzWbjmWee4fHHH3fVTJ48mXnz5vHyyy+zfv16AP7rv/4Lq9XKwoUL+cd//EcAHn/8cX7605/y1ltvMX36dB566CG3uaxWK9HR0QQEBLB7925KS0uZO3cuaWlprprp06eTnJzMunXrKCwsdDvfZrOxfPlybDbbrX04dwkti4uIiEinqa+vx+FwuO4wXktLSws1NTXExcUBUFpaSkBAANOnT3erGzlyJBEREZSXl7vG3n33XQICAvjud7/rVjtnzhwAj+X3ixcvUlZW5ppr3759AMyYMcOtLjg4mHHjxlFbW4vdbneNFxQUYLFYaGlpYdasWdd9b3cz3bkUERHpQt5+++073cJVPfbYY7d9jePHjwMQEREBXF5GDggIwM/Pz6PWMAwCAwMZO3YsAGvWrOH06dMetU6nkzNnztCz59/umVVVVTF06FACAwPdasPCwvjiF7/Ie++95zZeUVHBhQsXiImJAWDx4sXMnDmTQYMGefR1+vRpALf5jh07RlJSEqmpqdTV1bFly5Yb+0DuQgqXIiIiXcjd/l296upqAEpKSsjNzaWpqYmAgABiYmLIyMggLCzMVWu1Whk/fjy9evUCYMCAAQwYMMDjmrt37+ajjz5iwoQJwOXA+vHHH7tC6d8bNGgQjY2NbmOGYTBs2DCCg4MBMJlMmEwmj3MPHTpEVVUVw4cPp1+/fq7x1atXu/qsq6u70Y/jrqRwKSIiIp2mpqYGgMrKSubNm4fJZOLw4cMUFhZSWVnJ5s2bCQ0Npb29nf3797No0aJrXs9ms/Hiiy/i5+fH/PnzATh37hwAffr08XpO7969aW1tdRuzWq1MnDjxmnM1NzezcuVKAFJSUtyOXQmWonApIiIinWjKlCmMHDmSOXPm0Lt3bwASEhIYPXo02dnZ5OXlsWbNGg4ePMj58+ddD/N4c+zYMdLT0zl79ixZWVk88MADwOVl8k////ecTqfb0npDQwN1dXXXnKuxsZHFixfT1NSExWK5bhDtzhQuRUREpNNMnTrV6/ikSZMIDg6mpKQEuHwncciQIYSEhHitNwyD5cuXc+HCBZYuXcrMmTNdx67csWxra/N6bltbG0FBQa7XVquVvn37emyDdMWRI0dYunQpp06dYvbs2aSnp1//jXZjCpciIiJdiLcHSLqL/v37u5bNDcNwPbn997Zt28bPfvYzevbsyXPPPccjjzzidjwoKAiTyXTV7682Nze7hVar1YrZbMbf3zMW7dmzhxUrVuBwOEhPT8disdzq2+s2FC5FRES6EF88kd1V2e120tLSCA8PJycnx+1Ye3s79fX1hIeHc+LECWpra8nMzPS4xtatW1m/fj39+vUjJyeHcePGeZ3rwQcfpKysjLa2NtfyO1xeArfb7a5A6nA4OHDggNe5ioqKePbZZ/Hz8+P5558nMTHxdt5+t6F9LkVERKRTmEwmLl26xN69ezl69KjbsYKCAs6dO0dSUhKGYRAUFERkZKRbTXFxMbm5udx7771s2rTpqsESLi+/OxwOj43Of/WrXwGQlJQEQHl5OQ6Hw7UF0RXV1dWsWrUKf39/NmzYoGB5E3TnUkRERDpNVlYWS5YsYeHCha59JMvKyigqKiIqKork5GSys7OJjo72WKZ+6aWXcDqdxMfHc/z4cdeemZ925Vd/pkyZwttvv80vfvELGhsbGTVqFCUlJfzXf/0X3/nOd/jqV78KXF5+HzFihMcWRxs3bsThcBAXF0dzczO7du3ymCshIcFjH01RuBQREZFOFBUVRX5+Pvn5+Wzfvp3W1lZCQ0NJTU3FYrHgdDopKysjIyPD7bwTJ0649o/cuXOnxy/sXHElXPbo0YN169bx+uuv88c//pF3332X0NBQMjIy+N73vueqLy4uZvLkyW7XaG9vd/3aj2EYGIbhda4dO3YoXHrRw263e39OX0RERHyupaWFgQMH3uk25HOuK/8d6TuXIiIiIuIzCpciIiIi4jMKlyIiIiLiMwqXIiIiIuIzCpciIiIi4jMKlyIiIiLiMwqXIiIiIuIzCpciIiIi4jMKlyIiIiLiMwqXIiIiIuIzCpciIiIi4jMKlyIiIiLiMwqXIiIiIuIzCpciIiLSqdauXYvZbPb6b+fOnW61FRUVmM1mGhoaALDb7bz44os89thjxMbGMmXKFJ555hk++OCDa87Z2NjIxIkTPa7/aSdPnsRsNrN//34A2trayMvLY8aMGcTGxpKYmEhGRgZVVVXXnOvs2bMkJSXx2muv3cCncffxv9MNiIiISPdSU1NDSEgICxYs8Dg2ZswYt9dWq5XBgwcTFhaGw+Hgqaeeora2lqSkJEaNGkVjYyPbtm2jpKSE/Px8hg4d6nHN06dPk5GRQWtr6zX7MgyDPn36EBkZidPpJDMzk9LSUhITE0lOTubMmTNs27aNlJQUcnNzMZvNHtdoa2tj2bJlNDc33+SncvdQuBQREZFO09HRgc1mIz4+nmnTpl233jAMYmNjAdi6dSs2m41nnnmGxx9/3FUzefJk5s2bx8svv8z69evdzq+oqGDlypWcPHnyunNZrVaio6MJCAhg9+7dlJaWMnfuXNLS0lw106dPJzk5mXXr1lFYWOh2vs1mY/ny5dhstuvOdTfTsriIiIh0mvr6ehwOh9c7jH+vpaWFmpoa4uLiACgtLSUgIIDp06e71Y0cOZKIiAjKy8vdxnNyckhNTcXpdLqFUW8uXrxIWVmZa659+/YBMGPGDLe64OBgxo0bR21tLXa73TVeUFCAxWKhpaWFWbNmXfe93c1051JERKQLKfz2b+90C1f1vR2zb/sax48fByAiIgK4vIwcEBCAn5+fR61hGAQGBjJ27FgA1qxZw+nTpz1qnU4nZ86coWdP93tm1dXVWCwWfvjDH/LnP/+Zt95666p9VVRUcOHCBWJiYgBYvHgxM2fOZNCgQR61p0+fBnCb79ixYyQlJZGamkpdXR1btmy57mdxt1K4FBER6UJOVDTd6RY+U9XV1QCUlJSQm5tLU1MTAQEBxMTEkJGRQVhYmKvWarUyfvx4evXqBcCAAQMYMGCAxzV3797NRx99xIQJE9zGX3nlFde512MYBsOGDSM4OBgAk8mEyWTyqDt06BBVVVUMHz6cfv36ucZXr17tmquuru6G5rxbKVyKiIhIp6mpqQGgsrKSefPmYTKZOHz4MIWFhVRWVrJ582ZCQ0Npb29n//79LFq06JrXs9lsvPjii/j5+TF//ny3YzcaLOFykJ04ceI1a5qbm1m5ciUAKSkptzzX3U7hUkRERDrNlClTGDlyJHPmzKF3794AJCQkMHr0aLKzs8nLy2PNmjUcPHiQ8+fPux7m8ebYsWOkp6dz9uxZsrKyeOCBB26pp4aGBurq6q45V2NjI4sXL6apqQmLxXLdINqdKVyKiIhIp5k6darX8UmTJhEcHExJSQlw+U7ikCFDCAkJ8VpvGAbLly/nwoULLF26lJkzZ95yT1arlb59+3psg3TFkSNHWLp0KadOnWL27Nmkp6ff8lzdgcKliIhIF/Llsd7DVHfQv39/17K5YRiuJ7f/3rZt2/jZz35Gz549ee6553jkkUdua16r1YrZbMbf3zMW7dmzhxUrVuBwOEhPT8disdzWXN2BwqWIiEgX4osnsrsqu91OWloa4eHh5OTkuB1rb2+nvr6e8PBwTpw4QW1tLZmZmR7X2Lp1K+vXr6dfv37k5OQwbty42+rJ4XBw4MABr3MVFRXx7LPP4ufnx/PPP09iYuJtzdVdaJ9LERER6RQmk4lLly6xd+9ejh496nasoKCAc+fOkZSUhGEYBAUFERkZ6VZTXFxMbm4u9957L5s2bbrtYAlQXl6Ow+FwbUF0RXV1NatWrcLf358NGzYoWN4E3bkUERGRTpOVlcWSJUtYuHChax/JsrIyioqKiIqKIjk5mezsbKKjoz2WqV966SWcTifx8fEcP37ctWfmp93Ir/58mmEYjBgxwmOLo40bN+JwOIiLi6O5uZldu3Z5nJuQkEBgYOBNzdcdKFyKiIhIp4mKiiI/P5/8/Hy2b99Oa2sroaGhpKamYrFYcDqdlJWVkZGR4XbeiRMnXPtH7ty5k507d3q9/s2Gy+LiYiZPnuw21t7e7vq1H8MwMAzD67k7duxQuPSih91ud97pJkRERLqLlpYWBg4ceKfbkM+5rvx3pO9cioiIiIjPKFyKiIiIiM8oXIqIiIiIzyhcioiIiIjPKFyKiIiIiM8oXIqIiIiIzyhcioiIiIjPKFyKiIiIiM8oXIqIiIiIzyhcioiIiIjPKFyKiIiIiM8oXIqIiIiIzyhcioiIiIjP+N/pBkRERKR7Wbt2Le+8847XYytXriQpKcn1uqKigtTUVN566y3CwsKw2+28/vrr/O///i8tLS307duXqKgoUlNTuf/++92u1dTUxGuvvUZpaSlnzpzhi1/8IjExMSxYsICBAwd6zH3y5EkeffRRXnnlFaKjo2lra2Pz5s386U9/oqmpicDAQMaMGcP8+fN56KGHrvr+zp49S3JyMtOnTyclJeXWPqTPMYVLERER6VQ1NTWEhISwYMECj2Njxoxxe221Whk8eDBhYWE4HA6eeuopamtrSUpKYtSoUTQ2NrJt2zZKSkrIz89n6NChAJw5c4b58+dz9uxZHn/8ce6//35sNhs7duygtLSUgoICBgwY4DaXYRj06dOHyMhInE4nmZmZlJaWkpiYSHJyMmfOnGHbtm2kpKSQm5uL2Wz26L+trY1ly5bR3Nzsw0/s80XhUkRERDpNR0cHNpuN+Ph4pk2bdt16wzCIjY0FYOvWrdhsNp555hkef/xxV83kyZOZN28eL7/8MuvXrwfg1Vdf5aOPPmLDhg3ExMS4ah9++GGWLVvGL3/5S7KystzmslqtREdHExAQwO7duyktLWXu3LmkpaW5aqZPn05ycjLr1q2jsLDQ7Xybzcby5cux2Ww3/8HcRfSdSxEREek09fX1OBwO1x3Ga2lpaaGmpoa4uDgASktLCQgIYPr06W51I0eOJCIigvLyctdYaWkpYWFhbsESYMKECfTt29etFuDixYuUlZW55tq3bx8AM2bMcKsLDg5m3Lhx1NbWYrfbXeMFBQVYLBZaWlqYNWvWdd/b3Ux3LkVERLqQb+zsusup/5k06Lavcfz4cQAiIiKAy8vIAQEB+Pn5edQahkFgYCBjx44FYM2aNZw+fdqj1ul0cubMGXr2/Ns9s02bNnHhwgWPa7a2ttLa2upWC5e/23nhwgVXGF28eDEzZ85k0CDP93z69GkAt2scO3aMpKQkUlNTqaurY8uWLdf/MO5SCpciIiJdyP6Wi3e6hc9UdXU1ACUlJeTm5tLU1ERAQAAxMTFkZGQQFhbmqrVarYwfP55evXoBMGDAAI/vSQLs3r2bjz76iAkTJrjGgoODvc6/detWLl26xPjx493GDcNg2LBhrvNMJhMmk8nj/EOHDlFVVcXw4cPp16+fa3z16tWuPuvq6m7ko7hrKVyKiIhIp6mpqQGgsrKSefPmYTKZOHz4MIWFhVRWVrJ582ZCQ0Npb29n//79LFq06JrXs9lsvPjii/j5+TF//vxr1u7fv5833niDoKAgZs+e7XbMarUyceLEa57f3NzMypUrATyeAr8SLEXhUkRERDrRlClTGDlyJHPmzKF3794AJCQkMHr0aLKzs8nLy2PNmjUcPHiQ8+fPux7m8ebYsWOkp6dz9uxZsrKyeOCBB65aW1JSQlZWFh0dHaxevdrtzmZDQwN1dXXXnKuxsZHFixfT1NSExWK5bhDtzhQuRUREpNNMnTrV6/ikSZMIDg6mpKQEuHwncciQIYSEhHitNwyD5cuXc+HCBZYuXcrMmTOvOuc777zDCy+8QI8ePVi7dq3b8vmVufr27euxDdIVR44cYenSpZw6dYrZs2eTnp5+I2+121K4FBER6UKiBwbc6RbumP79+7uWzQ3DcD25/fe2bdvGz372M3r27Mlzzz3HI488ctVr5uXlsXnzZvr27cu//Mu/EB0d7VFjtVoxm834+3vGoj179rBixQocDgfp6elYLJZbfHfdh8KliIhIF+KLJ7K7KrvdTlpaGuHh4eTk5Lgda29vp76+nvDwcE6cOEFtbS2ZmZke19i6dSvr16+nX79+5OTkMG7cuKvO99JLL/Gv//qvfPnLX2b9+vVetz9yOBwcOHDA61xFRUU8++yz+Pn58fzzz5OYmHgL77r70T6XIiIi0ilMJhOXLl1i7969HD161O1YQUEB586dIykpCcMwCAoKIjIy0q2muLiY3Nxc7r33XjZt2nTNYPnWW2/xr//6r4SHh7v9cs/fKy8vx+FweOyHWV1dzapVq/D392fDhg0KljdBdy5FRESk02RlZbFkyRIWLlzo2keyrKyMoqIioqKiSE5OJjs7m+joaI9l6pdeegmn00l8fDzHjx937Zn5adOmTaO1tZVXXnkFuPyw0IEDBzzqAgMDSUhIwDAMRowY4bHF0caNG3E4HMTFxdHc3MyuXbs8rpGQkEBgYODtfBx3JYVLERER6TRRUVHk5+eTn5/P9u3baW1tJTQ0lNTUVCwWC06nk7KyMjIyMtzOO3HihGv/yJ07d7Jz506v1582bRpHjx7l448/BuA3v/mN17qQkBASEhIoLi5m8uTJbsfa29tdv+BjGAaGYXi9xo4dOxQuvehht9udd7oJERGR7qKlpYWBAwfe6Tbkc64r/x3pO5ciIiIi4jMKlyIiIiLiMwqXIiIiIuIzCpciIiIi4jMKlyIiIiLiMwqXIiIiIuIzCpciIiIi4jMKlyIiIiLiMwqXIiIiIuIzCpciIiIi4jMKlyIiIiLiMwqXIiIiIuIz/ne6AREREele1q5dyzvvvOP12MqVK0lKSnK9rqioIDU1lbfeeouwsDDsdjuvv/46//u//0tLSwt9+/YlKiqK1NRU7r//frdrnT59mtdee43i4mJOnz7NV77yFWbMmMETTzxBjx49POY+efIkjz76KK+88grR0dG0tbWxefNm/vSnP9HU1ERgYCBjxoxh/vz5PPTQQ1d9f2fPniU5OZnp06eTkpJyax/S55jCpYiIiHSqmpoaQkJCWLBggcexMWPGuL22Wq0MHjyYsLAwHA4HTz31FLW1tSQlJTFq1CgaGxvZtm0bJSUl5OfnM3ToUADOnTtHamoqJ06cYObMmYSHh1NcXMy//Mu/YLPZyMrK8pjbMAz69OlDZGQkTqeTzMxMSktLSUxMJDk5mTNnzrBt2zZSUlLIzc3FbDZ7XKOtrY1ly5bR3Nzso0/r80fhUkRERDpNR0cHNpuN+Ph4pk2bdt16wzCIjY0FYOvWrdhsNp555hkef/xxV83kyZOZN28eL7/8MuvXrwdgy5Yt1NXV8ZOf/IRvfOMbAMyYMYOlS5eybds2vv/97zN48GC3uaxWK9HR0QQEBLB7925KS0uZO3cuaWlprprp06eTnJzMunXrKCwsdDvfZrOxfPlybDbbrX04dwl951JEREQ6TX19PQ6Hw3WH8VpaWlqoqakhLi4OgNLSUgICApg+fbpb3ciRI4mIiKC8vNw19sknnzBq1CgSExPdah9++GGcTifHjh1zG7948SJlZWWuufbt2wdcDqSfFhwczLhx46itrcVut7vGCwoKsFgstLS0MGvWrOu+t7uZ7lyKiIh0IYHPpV2/6A5pXfmL277G8ePHAYiIiAAuLyMHBATg5+fnUWsYBoGBgYwdOxaANWvWcPr0aY9ap9PJmTNn6Nnzb/fMFi1a5HX+K6EyNDTUbbyiooILFy4QExMDwOLFi5k5cyaDBg3yuMbp06cB3OY7duwYSUlJpKamUldXx5YtW67xKdzdFC5FRES6ED/bkTvdwmequroagJKSEnJzc2lqaiIgIICYmBgyMjIICwtz1VqtVsaPH0+vXr0AGDBgAAMGDPC45u7du/noo4+YMGGC1zlbW1tpaGjg97//Pb/73e+YOHEiDz74oFuNYRgMGzaM4OBgAEwmEyaTyeNahw4doqqqiuHDh9OvXz/X+OrVq1191tXV3cQncvdRuBQREZFOU1NTA0BlZSXz5s3DZDJx+PBhCgsLqaysZPPmzYSGhtLe3s7+/fuvegfyCpvNxosvvoifnx/z58/3WvPqq6+ydetWAL7yla/w9NNPe9RYrVYmTpx4zbmam5tZuXIlgMdT4FeCpShcioiISCeaMmUKI0eOZM6cOfTu3RuAhIQERo8eTXZ2Nnl5eaxZs4aDBw9y/vx518M83hw7doz09HTOnj1LVlYWDzzwgNe6r3/960RFRVFbW8uvf/1rLBYLr7zyCqNGjQKgoaGBurq6a87V2NjI4sWLaWpqwmKxXDeIdmcKlyIiItJppk6d6nV80qRJBAcHU1JSAly+kzhkyBBCQkK81huGwfLly7lw4QJLly5l5syZV50zOjoagAkTJvC1r32NuXPn8vOf/5y8vDzXXH379vXYBumKI0eOsHTpUk6dOsXs2bNJT0+/4ffbHSlcioiIdCGXho660y3cMf3793ctmxuG4Xpy++9t27aNn/3sZ/Ts2ZPnnnuORx555Ibn+OpXv8qQIUM4evSoa8xqtWI2m/H394xFe/bsYcWKFTgcDtLT07FYLDf5rrofhUsREZEuxBdPZHdVdrudtLQ0wsPDycnJcTvW3t5OfX094eHhnDhxgtraWjIzMz2usXXrVtavX0+/fv3Iyclh3LhxHjVOp5Mf/OAH9OrVi1/+8pcex8+fP88999wDgMPh4MCBA17nKioq4tlnn8XPz4/nn3/eY1sj8U77XIqIiEinMJlMXLp0ib1797rdOYTL+0SeO3eOpKQkDMMgKCiIyMhIt5ri4mJyc3O599572bRpk9dgCdCjRw8GDhxIVVWVa5n9ij/84Q80NTWRkJAAQHl5OQ6Hw7UF0RXV1dWsWrUKf39/NmzYoGB5E3TnUkRERDpNVlYWS5YsYeHCha59JMvKyigqKiIqKork5GSys7OJjo72WKZ+6aWXcDqdxMfHc/z4cdeemZ925Vd/nn76aSorK8nOzmbGjBmEh4fz3nvv8e6773Lffffx1FNPAZeX30eMGOGxxdHGjRtxOBzExcXR3NzMrl27POZKSEggMDDQVx/NXUPhUkRERDpNVFQU+fn55Ofns337dlpbWwkNDSU1NRWLxYLT6aSsrIyMjAy3806cOOHaP3Lnzp3s3LnT6/WvhMv77ruPN998k1dffZWdO3dy9uxZgoODmTVrFj/84Q/p27cvcPlu6OTJk92u0d7e7vq1H8MwMAzD61w7duxQuPSih91ud97pJkRERLqLlpYWBg4ceKfbkM+5rvx3pO9cioiIiIjPKFyKiIiIiM8oXIqIiIiIzyhcioiIiIjPKFyKiIiIiM8oXIqIiIiIzyhcioiIiIjPKFyKiIiIiM8oXIqIiIiIzyhcioiIiIjPKFyKiIiIiM8oXIqIiIiIzyhcioiIiIjPKFyKiIhIp1q7di1ms9nrv507d7rVVlRUYDabaWhoAMBut/Piiy/y2GOPERsby5QpU3jmmWf44IMPrjvv8uXLMZvNNDY2ej1+8uRJzGYz+/fvB6CtrY28vDxmzJhBbGwsiYmJZGRkUFVVdc15zp49S1JSEq+99toNfBp3H/873YCIiIh0LzU1NYSEhLBgwQKPY2PGjHF7bbVaGTx4MGFhYTgcDp566ilqa2tJSkpi1KhRNDY2sm3bNkpKSsjPz2fo0KFe5/z973/PH//4x2v2ZRgGffr0ITIyEqfTSWZmJqWlpSQmJpKcnMyZM2fYtm0bKSkp5ObmYjabPa7R1tbGsmXLaG5uvolP5O6icCkiIiKdpqOjA5vNRnx8PNOmTbtuvWEYxMbGArB161ZsNhvPPPMMjz/+uKtm8uTJzJs3j5dffpn169d7XKOxsZEXX3yRXr168cknn1x1LqvVSnR0NAEBAezevZvS0lLmzp1LWlqaq2b69OkkJyezbt06CgsL3c632WwsX74cm8123fd1N9OyuIiIiHSa+vp6HA7HVe8wflpLSws1NTXExcUBUFpaSkBAANOnT3erGzlyJBEREZSXl3tc49KlS6xatYrw8HAmTZp01bkuXrxIWVmZa659+/YBMGPGDLe64OBgxo0bR21tLXa73TVeUFCAxWKhpaWFWbNmXfe93c1051JERKQLaS17+k63cFWB43Nv+xrHjx8HICIiAri8jBwQEICfn59HrWEYBAYGMnbsWADWrFnD6dOnPWqdTidnzpyhZ0/Pe2YFBQW8//77vPnmm/z617++al8VFRVcuHCBmJgYABYvXszMmTMZNGiQR+3p06cB3OY7duwYSUlJpKamUldXx5YtW675OdzNFC5FRES6kI6P37/TLXymqqurASgpKSE3N5empiYCAgKIiYkhIyODsLAwV63VamX8+PH06tULgAEDBjBgwACPa+7evZuPPvqICRMmuI1XVVWRn5/P008/7QqzV2MYBsOGDSM4OBgAk8mEyWTyqDt06BBVVVUMHz6cfv36ucZXr17t6rOuru4GPom7l8KliIiIdJqamhoAKisrmTdvHiaTicOHD1NYWEhlZSWbN28mNDSU9vZ29u/fz6JFi655PZvNxosvvoifnx/z5893jV+4cIFVq1YRFRXFd7/73ev2ZbVamThx4jVrmpubWblyJQApKSlux64ES1G4FBERkU40ZcoURo4cyZw5c+jduzcACQkJjB49muzsbPLy8lizZg0HDx7k/Pnzrod5vDl27Bjp6emcPXuWrKwsHnjgAdexdevW8de//pW8vDx69OhxzZ4aGhqoq6u75lyNjY0sXryYpqYmLBbLdYNod6ZwKSIiIp1m6tSpXscnTZpEcHAwJSUlwOU7iUOGDCEkJMRrvWEYLF++nAsXLrB06VJmzpzpOvbf//3f/O53vyMrK4tevXq5Hry5ePEicHkfSrvd7lr2tlqt9O3b12MbpCuOHDnC0qVLOXXqFLNnzyY9Pf1W3nq3oXApIiLShfTsN/JOt3DH9O/f37VsbhiG68ntv7dt2zZ+9rOf0bNnT5577jkeeeQRt+P/8z//A0BOTg45OTke5//gBz8A/vZEuNVqxWw24+/vGYv27NnDihUrcDgcpKenY7FYbv0NdhMKlyIiIl2IL57I7qrsdjtpaWmEh4d7hL729nbq6+sJDw/nxIkT1NbWkpmZ6XGNrVu3sn79evr160dOTg7jxo3zqPnBD37gdQ/NX//615SWlvLcc8/Rv39/ABwOBwcOHPA6V1FREc8++yx+fn48//zzJCYm3upb71YULkVERKRTmEwmLl26xN69ezl69KjbdyQLCgo4d+4c8+bNwzAMgoKCiIyMdDu/uLiY3Nxc7r33Xl599dWr7pUZERHh9enwXbt2AZd/BSg0NBSA8vJyHA6HawuiK6qrq1m1ahX+/v7k5uYSFRV1O2+9W1G4FBERkU6TlZXFkiVLWLhwoWsfybKyMoqKioiKiiI5OZns7Gyio6M9lqlfeuklnE4n8fHxHD9+3LVn5qfdyK/+fJphGIwYMcJji6ONGzficDiIi4ujubnZFUw/LSEhgcDAwJuarztQuBQREZFOExUVRX5+Pvn5+Wzfvp3W1lZCQ0NJTU3FYrHgdDopKysjIyPD7bwTJ0649o/cuXMnO3fu9Hr9mw2XxcXFTJ482W2svb3d9Ws/hmFgGIbXc3fs2KFw6UUPu93uvNNNiIiIdBctLS0MHDjwTrchn3Nd+e9Ivy0uIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj7jf6cbEBERke5l7dq1vPPOO16PrVy5kqSkJNfriooKUlNTeeuttwgLC8Nut/P666/zv//7v7S0tNC3b1+ioqJITU3l/vvvd7vWG2+8waZNm7zO8+STT5KSkuI2dvLkSR599FFeeeUVoqOjaWtrY/PmzfzpT3+iqamJwMBAxowZw/z583nooYeu+v7Onj1LcnIy06dP95ijO1C4FBERkU5VU1NDSEgICxYs8Dg2ZswYt9dWq5XBgwcTFhaGw+Hgqaeeora2lqSkJEaNGkVjYyPbtm2jpKSE/Px8hg4d6jZPYGAgP/7xjz3mGTZsmMeYYRj06dOHyMhInE4nmZmZlJaWkpiYSHJyMmfOnGHbtm2kpKSQm5uL2Wz2uEZbWxvLli2jubn5Vj6au4LCpYiIiHSajo4ObDYb8fHxTJs27br1hmEQGxsLwNatW7HZbDzzzDM8/vjjrprJkyczb948Xn75ZdavX+8ar66uJiIi4obmgctBNjo6moCAAHbv3k1paSlz584lLS3NVTN9+nSSk5NZt24dhYWFbufbbDaWL1+OzWa7ofnuVvrOpYiIiHSa+vp6HA6H2x3Gq2lpaaGmpoa4uDgASktLCQgIYPr06W51I0eOJCIigvLyctdYW1sbf/nLX4iIiLihvi5evEhZWZlrrn379gEwY8YMt7rg4GDGjRtHbW0tdrvdNV5QUIDFYqGlpYVZs2bd0Jx3K925FBER6UJee/e5O93CVaV8a+VtX+P48eMArtDX1tZGQEAAfn5+HrWGYRAYGMjYsWMBWLNmDadPn/aodTqdnDlzhp49/3bPzGaz0dHR4QqxDocDPz8//P29R5+KigouXLhATEwMAIsXL2bmzJkMGjTIo/b06dMAbvMdO3aMpKQkUlNTqaurY8uWLTf2gdyFFC5FRES6kPqWu3tJtbq6GoCSkhJyc3NpamoiICCAmJgYMjIyCAsLc9VarVbGjx9Pr169ABgwYAADBgzwuObu3bv56KOPmDBhgsc8x44d47vf/S51dXX07NmTyMhInn76ab761a+6XcMwDIYNG0ZwcDAAJpMJk8nkMdehQ4eoqqpi+PDh9OvXzzW+evVqV591dXW38tHcNRQuRUREpNPU1NQAUFlZybx58zCZTBw+fJjCwkIqKyvZvHkzoaGhtLe3s3//fhYtWnTN69lsNl588UX8/PyYP3++a/xKuDx48CCzZs0iJCSE48eP89vf/pYf/ehHvPrqq4waNcpVb7VamThx4jXnam5uZuXKy3dv//4p8CvBUhQuRUREpBNNmTKFkSNHMmfOHHr37g1AQkICo0ePJjs7m7y8PNasWcPBgwc5f/6862Eeb44dO0Z6ejpnz54lKyuLBx54wHXsa1/7GkFBQcyaNct1B3LChAnExsYyf/58XnrpJfLz8wFoaGigrq7umnM1NjayePFimpqasFgs1w2i3ZnCpYiIiHSaqVOneh2fNGkSwcHBlJSUAJfvJA4ZMoSQkBCv9YZhsHz5ci5cuMDSpUuZOXOm2/H4+Hji4+M9zhs1ahSjR4/m0KFDnD9/nqCgIKxWK3379vXYBumKI0eOsHTpUk6dOsXs2bNJT0+/mbfc7ShcioiIdCFfGXj9p6jvVv3793ctmxuG4Xpy++9t27aNn/3sZ/Ts2ZPnnnuORx555KbncTqdtLa2usKl2Wz2+rDPnj17WLFiBQ6Hg/T0dCwWy82/sW5G4VJERKQL8cUT2V2V3W4nLS2N8PBwcnJy3I61t7dTX19PeHg4J06coLa2lszMTI9rbN26lfXr19OvXz9ycnIYN26cR43T6WTevHnA5S2C/l5tbS1BQUF88YtfxOFwcODAAa9zFRUV8eyzz+Ln58fzzz9PYmLiLb7z7kX7XIqIiEinMJlMXLp0ib1793L06FG3YwUFBZw7d46kpCQMwyAoKIjIyEi3muLiYnJzc7n33nvZtGmT12AJ0KNHD+69916OHDnCnj173I69++671NbWMm3aNPz8/CgvL8fhcLi2ILqiurqaVatW4e/vz4YNGxQsb4LuXIqIiEinycrKYsmSJSxcuNC1j2RZWRlFRUVERUWRnJxMdnY20dHRHsvUL730Ek6nk/j4eI4fP+7aM/PTrvwaz5IlS6iqqmL58uU8/vjj3H///bz33nu8++67RERE8NRTTwGXl99HjBjhscXRxo0bcTgcxMXF0dzczK5duzzmSkhIIDAw0FcfzV1D4VJEREQ6TVRUFPn5+eTn57N9+3ZaW1sJDQ0lNTUVi8WC0+mkrKyMjIwMt/NOnDjh2j9y586d7Ny50+v1r4TLiIgI3nzzTTZt2sTu3bs5e/YsAwcOZNasWcybN48vfOELwOW7oZMnT3a7Rnt7u+vXfgzDwDAMr3Pt2LFD4dKLHna73XmnmxAREekuWlpaGDhw4J1uQz7nuvLfkb5zKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+o3ApIiIiIj6jcCkiIiIiPqNwKSIiIiI+43+nGxAREZHuZe3atbzzzjtej61cuZKkpCTX64qKClJTU3nrrbcICwvDbrfz+uuv87//+7+0tLTQt29foqKiSE1N5f777/e43h/+8Af+7d/+jZqaGvr06cOYMWNYuHAh9913n0ftyZMnefTRR3nllVeIjo6mra2NzZs386c//YmmpiYCAwMZM2YM8+fP56GHHrrq+zt79izJyclMnz6dlJSUm/+APucULkVERKRT1dTUEBISwoIFCzyOjRkzxu211Wpl8ODBhIWF4XA4eOqpp6itrSUpKYlRo0bR2NjItm3bKCkpIT8/n6FDh7rO3bRpE2+88QZjx44lPT2djz76iMLCQubPn8+vfvUrQkND3eYyDIM+ffoQGRmJ0+kkMzOT0tJSEhMTSU5O5syZM2zbto2UlBRyc3Mxm80e/be1tbFs2TKam5t99Gl9/ihcioiISKfp6OjAZrMRHx/PtGnTrltvGAaxsbEAbN26FZvNxjPPPMPjjz/uqpk8eTLz5s3j5ZdfZv369QC8//77bN68mfj4eHJycvDz8wPAbDazYMEC3nzzTZ555hm3uaxWK9HR0QQEBLB7925KS0uZO3cuaWlprprp06eTnJzMunXrKCwsdDvfZrOxfPlybDbbrX04dwl951JEREQ6TX19PQ6Hw+0O49W0tLRQU1NDXFwcAKWl/z97/x5XZZXw//8v3YARpnhARvC2MdSxtMYDYIog3qid0KbEEqE8oKKQKAk2jqWhjjV20m7Lm2LK8e4weYeS40R1z/Cxr3NtRFHQGAuBhAgkmHSnomzi8PvDn3vabdTMHZK8n49Hj2Stda21ruvBH+/HWte6yMHV1ZXJkyfbtRs0aBA33XQTBw4csJVt376dpqYmlixZYguWAMOHD2fevHkMHjzYro9vv/2W3Nxc21h79+4FYMqUKXbtvL29GT58OEePHsVisdjKN2/eTHR0NDU1NUyfPv0HPIlrl1YuRURE2pD33nvvak/hgu69994r7uPIkSMA3HTTTcC5bWRXV1e7AHieYRi4u7szbNgwAFavXs3x48cd2jY3N3PixAk6dvz3mllubi5+fn62re9vv/2WpqYmOnXqxJw5cxzGysvL48yZM4waNQqAhQsXEhERQa9evRzaHj9+HMBuvMLCQsLDw4mNjaWsrIy33nrrhz+Ua4zCpYiISBtyrb+rV1RUBMCePXtYv349x44dw9XVlVGjRpGYmIivr6+trdlsxt/fHzc3NwB69uxJz549Hfr88MMP+de//kVISAhwLkhWVFQQFBTEgQMH2LhxI//85z8BGDJkCIsXL+bWW2+168MwDPr374+3tzcAnp6eeHp6Oox18OBBCgoKGDBgAF26dLGVp6Sk2OZZVlb2Yx/PNUHb4iIiItJqiouLAfjkk0+YNWsW69at48EHHyQ7O5vZs2dTWVkJQENDA/v27bO9b3khJSUlPPPMM5hMJmJiYgA4ffo0TU1NlJaWkpCQwM0338zTTz/NwoULKSsrY8GCBbaweZ7ZbL7kWNXV1axYsQLA4RT4+WApWrkUERGRVjRx4kQGDRrEww8/zHXXXQdAaGgot956K4899hibNm1i9erV5OfnU1tbe9HAV1hYSEJCAqdOnWLp0qXcfPPNANTX1wPn3u9ctGgRUVFRtmsCAgKYOXMm69ev59VXXwWgoqKCsrKyi45VWVnJwoULOXbsGNHR0YwdO/aKn8W1SuFSREREWs2dd97ZYvm4cePw9vZmz549wLmVxH79+tG7d+8W2xuGweOPP86ZM2dYsmQJERERtjp3d3cATCaTXTnAr371K2699VYOHjzI2bNncXd3x2w207lzZ4fPIJ13+PBhlixZwtdff01UVBQJCQmXfd/ticKliIhIG9LSAZL2onv37rZtc8MwbCe3vy89PZ1nn32Wjh07smrVKu644w67+htuuAEPDw9cXFzo1KmTw/U9evSgubmZ2tpaW7gMDAzExcUxFn388cc88cQTWK1WEhISiI6OdsKdXtsULkVERNoQZ5zIbqssFgtxcXH06dOHdevW2dU1NDRQXl5Onz59qKqq4ujRoyQnJzv08fbbb/PCCy/QpUsX1q1bx/Dhwx3adOjQgVtuuYXc3Fyqq6sdAvuXX36Ju7s73bt3x2q1sn///hbHysrKYvny5ZhMJtauXUtYWNgVPoH2QQd6REREpFV4enrS2NjI7t27+fTTT+3qNm/ezOnTpwkPD8cwDDw8PBg6dKhdm+zsbNavX0/Xrl1JTU1tMVieN2nSJJqbm0lNTXXoo7CwkLCwMDp27MiBAwewWq22TxCdV1RUxMqVK3FxcWHDhg0KlpdBK5ciIiLSapYuXcqiRYuIj4+3fUcyNzeXrKwsRowYQWRkJI899hgBAQEO29TPP/88zc3NBAcHc+TIEds3M7/r/F/9ufPOO9m1axd/+ctf+PrrrwkJCeHLL7/kf//3f/Hy8rL91R3DMBg4cKDDJ45efPFFrFYrQUFBVFdXk5mZ6TBWaGio7f1O+TeFSxEREWk1I0aMIC0tjbS0NLZt28bZs2fx8fEhNjaW6Ohompubyc3NJTEx0e66qqoq2/cjd+7cyc6dO1vs/7t/UvL3v/89W7du5b333uP555+nc+fOTJgwgQULFtjCZHZ2NuPHj7fro6GhwfbXfgzDwDCMFsfKyMhQuGxBB4vF0ny1JyEiItJe1NTU4OXldbWnIT9zbfn3SO9cioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI07hc7QmIiIhI+7JmzRp27NjRYt2KFSsIDw+3/ZyXl0dsbCzbt2/H19cXi8XCq6++yj/+8Q9qamro3LkzI0aMIDY2ll/+8pe26wIDAy85j71799r9/NVXXzFp0iReeuklAgICqKur4/XXX+dvf/sbx44dw93dndtuu42YmBiGDBlywX5PnTpFZGQkkydPZt68eZecx7VG4VJERERaVXFxMb1792b+/PkOdbfddpvdz2azmb59++Lr64vVamXBggUcPXqU8PBwbrnlFiorK0lPT2fPnj2kpaXh5+cHQEpKSotj79mzh8zMTMaNG+dQZxgG119/PUOHDqW5uZnk5GRycnIICwsjMjKSEydOkJ6ezrx581i/fn2LAbauro6kpCSqq6t/zKO5JihcioiISKtpamqipKSE4OBg7rrrrku2NwyD0aNHA/D2229TUlLCsmXLuO+++2xtxo8fz6xZs9i4cSMvvPACQIt9f/XVVzz//PP07duXFStWONSbzWYCAgJwdXXlww8/JCcnh5kzZxIXF2drM3nyZCIjI3nuued455137K4vKSnh8ccfp6Sk5Ic9jGuU3rkUERGRVlNeXo7VarWtMF5MTU0NxcXFBAUFAZCTk4OrqyuTJ0+2azdo0CBuuukmDhw4cNH+1q1bxzfffMPvfvc7PDw87Oq+/fZbcnNzbWOd3zKfMmWKXTtvb2+GDx/O0aNHsVgstvLNmzcTHR1NTU0N06dPv+S9Xcu0cikiItKGvPObN6/2FC7owYyoK+7jyJEjANx0003AuW1kV1dXTCaTQ1vDMHB3d2fYsGEArF69muPHjzu0bW5u5sSJE3TseOE1s71797J7927uuusuhg8f7lCfl5fHmTNnGDVqFAALFy4kIiKCXr16ObQ9fvw4gN14hYWFhIeHExsbS1lZGW+99dZFn8O1TOFSRESkDanKO3a1p/CTKioqAs69+7h+/XqOHTuGq6sro0aNIjExEV9fX1tbs9mMv78/bm5uAPTs2ZOePXs69Pnhhx/yr3/9i5CQkAuO+/LLL+Pi4sKCBQtarDcMg/79++Pt7Q2Ap6cnnp6eDu0OHjxIQUEBAwYMoEuXLrbylJQU2zzLysou8RSubQqXIiIi0mqKi4sB+OSTT5g1axaenp4cOnSId955h08++YTXX38dHx8fGhoa2LdvH4888shF+yspKeGZZ57BZDIRExPTYpuDBw9y+PBhJk2axC9+8YsW25jNZsaOHXvRsaqrq23van7/FPj5YCkKlyIiItKKJk6cyKBBg3j44Ye57rrrAAgNDeXWW2/lscceY9OmTaxevZr8/Hxqa2tth3laUlhYSEJCAqdOnWLp0qXcfPPNLbb73//9XwCio6NbrK+oqKCsrOyiY1VWVrJw4UKOHTtGdHT0JYNoe6ZwKSIiIq3mzjvvbLF83LhxeHt7s2fPHuDcSmK/fv3o3bt3i+0Nw+Dxxx/nzJkzLFmyhIiIiBbbffvttxiGwc0330y/fv1abGM2m+ncubPDZ5DOO3z4MEuWLOHrr78mKiqKhISES91mu6ZwKSIi0ob8YljLYao96N69u23b3DAM28nt70tPT+fZZ5+lY8eOrFq1ijvuuOOCfebm5lJbW8vEiRMv2MZsNhMYGIiLi2Ms+vjjj3niiSewWq0kJCRccPVT/k3hUkREpA1xxonstspisRAXF0efPn1Yt26dXV1DQwPl5eX06dOHqqoqjh49SnJyskMfb7/9Ni+88AJdunRh3bp1LZ78/q68vDwAbr/99hbrrVYr+/fvb3GsrKwsli9fjslkYu3atYSFhf3QW23X9J1LERERaRWenp40Njaye/duPv30U7u6zZs3c/r0acLDwzEMAw8PD4YOHWrXJjs7m/Xr19O1a1dSU1MvGSwBPv30U9zd3S+4JX7gwAGsVqvtE0TnFRUVsXLlSlxcXNiwYYOC5WXQyqWIiIi0mqVLl7Jo0SLi4+Nt35HMzc0lKyuLESNGEBkZyWOPPUZAQIDDNvXzzz9Pc3MzwcHBHDlyxPbNzO/6/l/mKSsrw9vb+4LfwDQMg4EDBzp84ujFF1/EarUSFBREdXU1mZmZDteGhobi7u5+uY/gmqdwKSIiIq1mxIgRpKWlkZaWxrZt2zh79iw+Pj7ExsYSHR1Nc3Mzubm5JCYm2l1XVVVl+37kzp072blzZ4v9fz9cnjhxggEDBlxwPtnZ2YwfP96urKGhwfbXfgzDwDCMFq/NyMhQuGxBB4vF0ny1JyEiItJe1NTU4OXldbWnIT9zbfn3SO9cioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTuFztCYiIiEj7smbNGnbs2NFi3YoVKwgPD7f9nJeXR2xsLNu3b8fX1xeLxcKrr77KP/7xD2pqaujcuTMjRowgNjaWX/7yl3Z9/etf/2LTpk2YzWa++eYbevXqxZ133sns2bNxc3NzGPurr75i0qRJvPTSSwQEBFBXV8frr7/O3/72N44dO4a7uzu33XYbMTExDBky5IL3d+rUKSIjI5k8eTLz5s37cQ/pZ0zhUkRERFpVcXExvXv3Zv78+Q51t912m93PZrOZvn374uvri9VqZcGCBRw9epTw8HBuueUWKisrSU9PZ8+ePaSlpeHn5wfA6dOnmTNnDl999RWTJ09m4MCB5Obm8tprr/Hpp5+yYcMGh7ENw+D6669n6NChNDc3k5ycTE5ODmFhYURGRnLixAnS09OZN28e69evJzAw0KGPuro6kpKSqK6udtLT+vlRuBQREZFW09TURElJCcHBwdx1112XbG8YBqNHjwbg7bffpqSkhGXLlnHffffZ2owfP55Zs2axceNGXnjhBQDee+89KisriY+PZ8aMGQBMmTKF1atX85e//IXs7GxGjRplN5bZbCYgIABXV1c+/PBDcnJymDlzJnFxcbY2kydPJjIykueee4533nnH7vqSkhIef/xxSkpKftzDuUbonUsRERFpNeXl5VitVtsK48XU1NRQXFxMUFAQADk5Obi6ujJ58mS7doMGDeKmm27iwIEDtrIvvvgCgDFjxti1DQ0NBeDIkSN25d9++y25ubm2sfbu3QucC6Tf5e3tzfDhwzl69CgWi8VWvnnzZqKjo6mpqWH69OmXvLdrmVYuRURE2pAJO9vudur/hfe64j7Oh7qbbroJOLeN7OrqislkcmhrGAbu7u4MGzYMgNWrV3P8+HGHts3NzZw4cYKOHf+9ZnbjjTcC8Pnnn9sF2bKyMgC8vLzs+sjLy+PMmTO21cyFCxcSERFBr16O93z8+HEAu/EKCwsJDw8nNjaWsrIy3nrrrR/yOK5JCpciIiJtyL6ab6/2FH5SRUVFAOzZs4f169dz7NgxXF1dGTVqFImJifj6+trams1m/P39bYdvevbsSc+ePR36/PDDD/nXv/5FSEiIrew3v/kNWVlZrF+/nk6dOjFgwAAOHjzIH//4R/z8/PjP//xPuz4Mw6B///54e3sD4Onpiaenp8NYBw8epKCggAEDBtClSxdbeUpKim2e5wNse6VwKSIiIq2muLgYgE8++YRZs2bh6enJoUOHeOedd/jkk094/fXX8fHxoaGhgX379vHII49ctL+SkhKeeeYZTCYTMTExtvLrr7+eBQsW8MQTT5CUlGQr79u3L//1X//FddddZ9eP2Wxm7NixFx2rurqaFStWADicAm/p9Hl7pXApIiIirWbixIkMGjSIhx9+2BbwQkNDufXWW3nsscfYtGkTq1evJj8/n9raWtthnpYUFhaSkJDAqVOnWLp0KTfffLOt7oMPPuDJJ5+kW7duLFq0iD59+lBYWMibb77JvHnz2LRpk22VsqKigrKysouOVVlZycKFCzl27BjR0dGXDKLtmcKliIiItJo777yzxfJx48bh7e3Nnj17gHMrif369aN3794ttjcMg8cff5wzZ86wZMkSIiIi7Oo3btxIp06dSEtLs221jx07Fn9/fxYsWMALL7zA008/bRurc+fODp9BOu/w4cMsWbKEr7/+mqioKBISEn7UvbcXCpciIiJtSICX69WewlXTvXt327a5YRi2k9vfl56ezrPPPkvHjh1ZtWoVd9xxh129xWKhurqaoKAgu3c4AYYPH86NN97Ivn37bGVms5nAwEBcXBxj0ccff8wTTzyB1WolISGB6OjoK73Na57CpYiISBvijBPZbZXFYiEuLo4+ffqwbt06u7qGhgbKy8vp06cPVVVVHD16lOTkZIc+3n77bV544QW6dOnCunXrGD58uEMbFxcXOnToQFNTU4vzaGxspLm5GQCr1cr+/ftbHCsrK4vly5djMplYu3YtYWFhP+a22x1951JERERahaenJ42NjezevZtPP/3Urm7z5s2cPn2a8PBwDMPAw8ODoUOH2rXJzs5m/fr1dO3aldTU1BaDJUDnzp359a9/zb59+2yn07/bR3l5OSNHjgTgwIEDWK1Whw+qFxUVsXLlSlxcXNiwYYOC5WXQyqWIiIi0mqVLl7Jo0SLi4+Nt35HMzc0lKyuLESNGEBkZyWOPPUZAQIDDNvXzzz9Pc3MzwcHBHDlyxOFD6IDtr/4sXbqUefPmMW/ePKZMmUKfPn0oKioiIyODHj162N6bNAyDgQMHOnzi6MUXX8RqtRIUFER1dTWZmZkOY4WGhuLu7u6sR3PNULgUERGRVjNixAjS0tJIS0tj27ZtnD17Fh8fH2JjY4mOjqa5uZnc3FwSExPtrquqqrJ9P3Lnzp3s3Lmzxf7Ph8v+/fuzZcsWXn31VXbu3Mk333xDjx49uOeee5g7d67tI+rZ2dmMHz/ero+GhgbbX/sxDAPDMFocKyMjQ+GyBR0sFkvz1Z6EiIhIe1FTU+Pw12FELldb/j3SO5ciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQuV3sCIiIi0r6sWbOGHTt2tFi3YsUKwsPDbT/n5eURGxvL9u3b8fX1xWKx8Oqrr/KPf/yDmpoaOnfuzIgRI4iNjeWXv/ylXV9VVVVs2rSJ7OxsrFYr/fr148EHH+Suu+5qceyvvvqKSZMm8dJLLxEQEEBdXR2vv/46f/vb3zh27Bju7u7cdtttxMTEMGTIkAve36lTp4iMjGTy5MnMmzfv8h/Qz5zCpYiIiLSq4uJievfuzfz58x3qbrvtNrufzWYzffv2xdfXF6vVyoIFCzh69Cjh4eHccsstVFZWkp6ezp49e0hLS8PPzw+AY8eOMWvWLE6cOME999zDLbfcwoEDB1i5ciWfffYZiYmJDmMbhsH111/P0KFDaW5uJjk5mZycHMLCwoiMjOTEiROkp6czb9481q9fT2BgoEMfdXV1JCUlUV1d7aSn9fOjcCkiIiKtpqmpiZKSEoKDgy+4gvhdhmEwevRoAN5++21KSkpYtmwZ9913n63N+PHjmTVrFhs3buSFF14AYMOGDRw/fpzf/va33H///QBERETwi1/8gjfeeIOxY8cyfPhwu7HMZjMBAQG4urry4YcfkpOTw8yZM4mLi7O1mTx5MpGRkTz33HO88847dteXlJTw+OOPU1JS8uMezjVC71yKiIhIqykvL8dqtdpWGC+mpqaG4uJigoKCAMjJycHV1ZXJkyfbtRs0aBA33XQTBw4cAODbb7/FMAz+4z/+wy6EAsyaNQuA7du325V/++235Obm2sbau3cvAFOmTLFr5+3tzfDhwzl69CgWi8VWvnnzZqKjo6mpqWH69OmXvLdrmVYuRURE2hD3VXGXbnSVnF3x8hX3ceTIEQBuuukm4Nw2squrKyaTyaGtYRi4u7szbNgwAFavXs3x48cd2jY3N3PixAk6djy3ZmaxWLBarfTv358OHTrYtb3hhhvo1q0bhw8ftivPy8vjzJkzjBo1CoCFCxcSERFBr169HOZ1/PhxANt4AIWFhYSHhxMbG0tZWRlvvfXWD38o1xiFSxERkTbEVHL40o1+xoqKigDYs2cP69ev59ixY7i6ujJq1CgSExPx9fW1tTWbzfj7++Pm5gZAz5496dmzp0OfH374If/6178ICQkBwN3dHYDa2lqHto2NjZw6dYq6ujq7csMw6N+/P97e3gB4enri6enpcP3BgwcpKChgwIABdOnSxVaekpJim2dZWdkPfh7XIm2Li4iISKspLi4G4JNPPmHWrFmsW7eOBx98kOzsbGbPnk1lZSUADQ0N7Nu3z/a+5YWUlJTwzDPPYDKZiImJAaBz5874+flx8OBBjh07Ztd+165dNDQ0YLVa7crNZvMlx6qurmbFihUADqfAzwdLUbgUERGRVjRx4kTmzJnDa6+9xm9+8xtCQ0NJSEhgzZo1nDhxgk2bNgGQn59PbW3tRQNfYWEhcXFxnDp1iiVLlnDzzTfb6ubNm4fVamXRokVkZ2dTWVnJ+++/z1NPPUWXLl1wcfn35m1FRQVlZWUXHauyspIFCxZw7NgxoqOjGTt2rBOexrVJ2+IiIiLSau68884Wy8eNG4e3tzd79uwBzq0k9uvXj969e7fY3jAMHn/8cc6cOcOSJUuIiIhw6O+JJ55g/fr1LFq0CICuXbuyaNEiPvroI7sT3Wazmc6dOzt8Bum8w4cPs2TJEr7++muioqJISEi47PtuTxQuRURE2pBGv1uu9hSumu7du9u2zQ3DsJ3c/r709HSeffZZOnbsyKpVq7jjjjtabDdp0iQmTpxIUVERHTt2pH///ri5ufHqq6/Sp08fWzuz2UxgYKDdauZ5H3/8MU888QRWq5WEhASio6OdcKfXNoVLERGRNsQZJ7LbKovFQlxcHH369GHdunV2dQ0NDZSXl9OnTx+qqqo4evQoycnJDn28/fbbvPDCC3Tp0oV169Y5fKvyPMMwOHnyJHfddZfdX9P5/PPPqaqq4p577gHAarWyf//+FsfKyspi+fLlmEwm1q5dS1hY2JXcfruhdy5FRESkVXh6etLY2Mju3bv59NNP7eo2b97M6dOnCQ8PxzAMPDw8GDp0qF2b7Oxs1q9fT9euXUlNTb1gsAT4v//7P1JSUvjiiy9sZd9++y0vvvginTp1sn2/8sCBA1itVtsniM4rKipi5cqVuLi4sGHDBgXLy6CVSxEREWk1S5cuZdGiRcTHx9u+I5mbm0tWVhYjRowgMjKSxx57jICAAIdt6ueff57m5maCg4M5cuSI7ZuZ33X+r/489NBD/L//9/9YuHAhU6dO5brrriMzM5OCggKWL19u+6SRYRgMHDjQ4RNHL774IlarlaCgIKqrq8nMzHQYKzQ01PbZI/k3hUsRERFpNSNGjCAtLY20tDS2bdvG2bNn8fHxITY2lujoaJqbm8nNzXX4299VVVW270fu3LmTnTt3ttj/+XDp5+fHpk2bSE1N5U9/+hNNTU0MHDiQF198kZEjR9raZ2dnM378eLs+GhoabH/txzAMDMNocayMjAyFyxZ0sFgszVd7EiIiIu1FTU0NXl5eV3sa8jPXln+P9M6liIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiItKo1a9YQGBjY4n87d+60a5uXl0dgYCAVFRUA1NbW8tJLLzFlyhSCg4OJiIhg8+bNNDQ0OIxTV1dHamoq999/v63tG2+8QWNjY4vz+uqrrwgMDGTfvn226zdt2sSUKVMYPXo0YWFhJCYmUlBQcNH7O3XqFOHh4bzyyis/5vH87Llc7QmIiIhI+1JcXEzv3r2ZP3++Q91tt91m97PZbKZv3774+vrS0NBAYmIin3zyCZMnT+ZXv/oVhw4d4uWXX+bgwYO88MILtuuampr47W9/S3Z2NpMmTWLw4MHk5OTw4osv8sUXX/C73/3OYWzDMLj++usZOnQozc3NJCcnk5OTQ1hYGJGRkZw4cYL09HTmzZvH+vXrCQwMdOijrq6OpKQkqqurnfCkfp4ULkVERKTVNDU1UVJSQnBwMHfdddcl2xuGwejRowHIzMwkPz+fRx55hIcffhiA+++/n86dO7N161b27t1rC3x///vfMZvNxMfHM2PGDADuu+8+nnrqKbZv387kyZMZMmSI3Vhms5mAgABcXV358MMPycnJYebMmcTFxdnaTJ48mcjISJ577jneeecdu+tLSkp4/PHHKSkp+fEP6BqgbXERERFpNeXl5VitVvz8/C7ZtqamhuLiYoKCggA4ffo0/fv3595777VrN3LkSAA+++wzW9lf//pXXF1deeCBB+zang+l399+//bbb8nNzbWNtXfvXgCmTJli187b25vhw4dz9OhRLBaLrXzz5s1ER0dTU1PD9OnTL3lv1zKtXIqIiLQhZ3MXX+0pXJC7//or7uPIkSMA3HTTTcC5bWRXV1dMJpNDW8MwcHd3Z9iwYQBERkYSGRnp0K6wsBCA3r1728oKCgrw8/PD3d3drq2vry/dunXjn//8p115Xl4eZ86cYdSoUQAsXLiQiIgIevXq5TDe8ePHAejY8d9rdIWFhYSHhxMbG0tZWRlvvfXWJZ7EtUvhUkREpA1pOvnZpRv9jBUVFQGwZ88e1q9fz7Fjx3B1dWXUqFEkJibi6+tra2s2m/H398fNzc2hH6vVyrFjx9i1axevvfYagwcPJjQ0FDgXWE+ePGkLpd/Xq1cvKisr7coMw6B///54e3sD4Onpiaenp8O1Bw8epKCggAEDBtClSxdbeUpKim2eZWVlP/yBXIMULkVERKTVFBcXA/DJJ58wa9YsPD09OXToEO+88w6ffPIJr7/+Oj4+PjQ0NLBv3z4eeeSRFvvJyMjgueeeA6Bbt2489thjuLq6Aue2zwGuv/76Fq+97rrrOHv2rF2Z2Wxm7NixF517dXU1K1asAGDevHl2dS0F4PZK71yKiIhIq5k4cSJz5szhtdde4ze/+Q2hoaEkJCSwZs0aTpw4waZNmwDIz8+ntrbWdpjn+4YMGcIzzzxDUlISbm5uxMTEsHv3bgCam5vt/v99zc3NdtvwFRUVlJWVXXAsgMrKShYsWMCxY8eIjo6+ZBBtz7RyKSIiIq3mzjvvbLF83LhxeHt7s2fPHuDcSmK/fv3s3qP8rsGDB9v+PXbsWKZNm8azzz5LcHCwbcWyrq6uxWvr6urw8PCw/Ww2m+ncubPDZ5DOO3z4MEuWLOHrr78mKiqKhISES99oO6ZwKSIi0oZ07DLoak/hqunevbtt29wwDNvJ7Us5f4J79+7dWCwW2/uSF/rWZHV1tV1oNZvNBAYG4uLiGIs+/vhjnnjiCaxWKwkJCURHR/+IO2tfFC5FRETaEGecyG6rLBYLcXFx9OnTh3Xr1tnVNTQ0UF5eTp8+faiqquLo0aMkJyfbtUlMTOTzzz8nPT3dIQieOXOGjh072t59HDx4MLm5udTV1XHdddfZ2lVUVGCxWLjjjjuAcweD9u/f7zAWQFZWFsuXL8dkMrF27VrCwsKc8hyudXrnUkRERFqFp6cnjY2N7N69m08//dSubvPmzZw+fZrw8HAMw8DDw4OhQ4fatenduzfHjh3jL3/5i115Xl4eeXl5BAQE2LbE77zzTqxWq8OHzrds2QJAeHg4AAcOHMBqtdo+QXReUVERK1euxMXFhQ0bNihYXgatXIqIiEirWbp0KYsWLSI+Pt72Hcnc3FyysrIYMWIEkZGRPPbYYwQEBDisTs6ZMwez2cwzzzxDYWEhv/rVr/j888/Zvn07np6eLF261NZ24sSJvPfee7z88stUVlZyyy23sGfPHv7+978zdepUfvWrXwHntt8HDhxIz5497cZ68cUXsVqtBAUFUV1dTWZmpsO9hIaGOnxHUxQuRUREpBWNGDGCtLQ00tLS2LZtG2fPnsXHx4fY2Fiio6Npbm4mNzeXxMREh2u7d+/O66+/TmpqKrt37+a9996jR48e3HPPPcyZMwcvLy9b2w4dOvDcc8/x6quv8tFHH/HXv/4VHx8fEhMTefDBB23tsrOzGT9+vN04DQ0NHDhwADgXPg3DaPFeMjIyFC5b0MFisbR8Tl9EREScrqamxi4EifwYbfn3SO9cioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIhIq1qzZg2BgYEt/rdz5067tnl5eQQGBlJRUQFAbW0tL730ElOmTCE4OJiIiAg2b95MQ0PDRcesrKxk7NixDv1/11dffUVgYCD79u0DoK6ujk2bNjFlyhRGjx5NWFgYiYmJFBQUXHSsU6dOER4eziuvvPJDHsc1x+VqT0BERETal+LiYnr37s38+fMd6m677Ta7n81mM3379sXX15eGhgYSExP55JNPmDx5Mr/61a84dOgQL7/8MgcPHuSFF15ocbzjx4+TmJjI2bNnLzovwzC4/vrrGTp0KM3NzSQnJ5OTk0NYWBiRkZGcOHGC9PR05s2bx/r16wkMDHToo66ujqSkJKqrqy/jiVxbFC5FRESk1TQ1NVFSUkJwcDB33XXXJdsbhsHo0aMByMzMJD8/n0ceeYSHH34YgPvvv5/OnTuzdetW9u7d6xD48vLyWLFiBV999dUlxzKbzQQEBODq6sqHH35ITk4OM2fOJC4uztZm8uTJREZG8txzz/HOO+/YXV9SUsLjjz9OSUnJJce6lmlbXERERFpNeXk5VqsVPz+/S7atqamhuLiYoKAgAE6fPk3//v2599577dqNHDkSgM8++8yufN26dcTGxtLc3Mx999130bG+/fZbcnNzbWPt3bsXgClTpti18/b2Zvjw4Rw9ehSLxWIr37x5M9HR0dTU1DB9+vRL3tu1TCuXIiIibcgrf111tadwQfPuWXHFfRw5cgSAm266CTi3jezq6orJZHJoaxgG7u7uDBs2DIDIyEgiIyMd2hUWFgLQu3dvu/KioiKio6OZPXs2u3btYvv27RecV15eHmfOnGHUqFEALFy4kIiICHr16uXQ9vjx4wB07PjvNbrCwkLCw8OJjY2lrKyMt95668IP4RqncCkiItKGlNdc21uqRUVFAOzZs4f169dz7NgxXF1dGTVqFImJifj6+trams1m/P39cXNzc+jHarVy7Ngxdu3axWuvvcbgwYMJDQ21a/PSSy+1eG1LDMOgf//+eHt7A+Dp6Ymnp6dDu4MHD1JQUMCAAQPo0qWLrTwlJcU2VllZ2Q8a81qlcCkiIiKtpri4GIBPPvmEWbNm4enpyaFDh3jnnXf45JNPeP311/Hx8aGhoYF9+/bxyCOPtNhPRkYGzz33HADdunXjsccew9XV1a7NDw2WcC7Ijh079qJtqqurWbHi3OrtvHnzfvRY1zq9cykiIiKtZuLEicyZM4fXXnuN3/zmN4SGhpKQkMCaNWs4ceIEmzZtAiA/P5/a2lrbYZ7vGzJkCM888wxJSUm4ubkRExPD7t27f9ScKioqKCsru+BYcO5TRgsWLODYsWNER0dfMoi2Z1q5FBERkVZz5513tlg+btw4vL292bNnD3BuJbFfv34O71GeN3jwYNu/x44dy7Rp03j22WcJDg6+7DmZzWY6d+7s8Bmk8w4fPsySJUv4+uuviYqKIiEh4bLHaE8ULkVERNqQ//C69Cnqa1X37t1t2+aGYdhObl/K+RPcu3fvxmKxtPiu5MWYzWYCAwNxcXGMRR9//DFPPPEEVquVhIQEoqOjL6vv9kjhUkREpA1xxonstspisRAXF0efPn1Yt26dXV1DQwPl5eX06dOHqqoqjh49SnJysl2bxMREPv/8c9LT0x2C4JkzZ+jYseNlv/totVrZv3+/w1gAWVlZLF++HJPJxNq1awkLC7usvtsrvXMpIiIircLT05PGxkZ2797Np59+ale3efNmTp8+TXh4OIZh4OHhwdChQ+3a9O7dm2PHjvGXv/zFrjwvL4+8vDwCAgK4/vrrL2tOBw4cwGq12j5BdF5RURErV67ExcWFDRs2KFheBq1cioiISKtZunQpixYtIj4+3vYdydzcXLKyshgxYgSRkZE89thjBAQEOKxOzpkzB7PZzDPPPENhYSG/+tWv+Pzzz9m+fTuenp4sXbr0sudjGAYDBw6kZ8+eduUvvvgiVquVoKAgqquryczMdLg2NDQUd3f3yx7zWqdwKSIiIq1mxIgRpKWlkZaWxrZt2zh79iw+Pj7ExsYSHR1Nc3Mzubm5JCYmOlzbvXt3Xn/9dVJTU9m9ezfvvfcePXr04J577mHOnDl4eXld9nyys7MZP368XVlDQwMHDhwAzoVPwzBavDYjI0PhsgUdLBZL89WehIiISHtRU1Pzo0KQyHe15d8jvXMpIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiKtqqmpia1btzJ9+nSCg4MJDw8nJSWF6upqh7Z5eXkEBgZSUVHhUHfq1CnCw8N55ZVXLjhWfX09ISEh7NixA4CGhgbefPNNIiMjGTNmDKGhocyfP5/s7OyLzrmhoYHo6GhSUlIu827bH4VLERERaVUpKSk8++yz+Pj4kJiYSFhYGB999BGxsbGcOnXKrq3ZbKZv3774+vraldfV1ZGUlNRiIP2u/fv3U1dXx6hRowB4+umn2bBhAz179iQhIYFZs2ZRXV3N4sWL2blzZ4t9NDY2snLlSo4cOXIFd91+uFztCYiIiEj7sWvXLjIzM4mIiGDp0qW28gEDBrBq1Sq2bdvGjBkzbOWGYTB69Gi7PkpKSnj88ccpKSm55Hhms5mBAwfi5eXFoUOH2LFjBxMnTmTNmjW2NlOmTCEqKor169dzxx134Orqaqurqqpi5cqV5OXlXclttytauRQREZFWk56ejoeHB/Hx8XblEydOZMaMGfTt29dWVlNTQ3FxMUFBQbayzZs3Ex0dTU1NDdOnT7/keGaz2RZO9+7dC5wLk9/VuXNnxo4dy8mTJykqKrKVv//++0ydOpXDhw8zc+bMy77X9korlyIiIm3Ie++9d7WncEH33nvvFV3f2NhIfn4+AQEBeHh4AOe2t00mE25ubg6B0zAM3N3dGTZsmK2ssLCQ8PBwYmNjKSsr46233rrgeF9++SXl5eW2cDlt2jRCQkK48cYbHdoeP34cAJPJZCs7cuQIQUFBxMfHYzKZ2Lx584++9/ZE4VJERKQNudQ7hD9nlZWVWK1WfHx8yMrKIi0tjeLiYkwmE/7+/iQlJdkFP7PZjL+/P25ubraylJQU289lZWUXHc8wDLp06cKtt94KnFuhHDhwoEO7iooKdu3aRdeuXfHz87OVx8XF2caqrKz88TfezmhbXERERFrF+cM6e/fuZcWKFYwZM4Z169Yxe/Zs8vPziYmJsZ0Kb2hoYN++fQ7vW343aF6KYRiMHDnSbjXy+06fPs2yZcuor69nzpw5uLj8e93tcsaSf1O4FBERkVZRX18PQGlpKatXryYuLo7Q0FDmzp3L2rVrOXnyJKmpqQDk5+dTW1vrEC5/qLq6OvLy8i56/TfffENCQgKfffYZ48eP54EHHvhRY4k9hUsRERFpFe7u7gD06tWLcePG2dUFBwfj7e1tO3RjNpvp168fvXv3/lFj5ebmUl9fb/sE0feVl5cTExNDQUEBEyZMYNWqVXTo0OFHjSX29M6liIhIG9KrV6+rPYWfjLe3NwDdu3dvsb5Hjx4UFxcD57a0v3tK/HKZzWYGDRrU4liHDh0iKSkJi8XCtGnTWLx4MR07ar3NWRQuRURE2pArPZHdlnl6etKnTx/Ky8uxWq106tTJVtfU1ERlZSU+Pj5UVVVx9OhRkpOTf/RYZrOZu+++26H84MGDJCQkYLVaefTRR5k2bdqPHkNappguIiIirWbSpEnU1tbyxhtv2JVnZGRgsViYMGEChmHg4eHB0KFDf9QYpaWlVFZWOmyJ19TUkJycTF1dHU8++aSC5U9EK5ciIiLSaqKiojAMg9TUVEpLSxk+fDiFhYVkZGTg5+fHQw89xPLlywkICLA7uX05DMPA09OTwYMH25WnpaVhsVgYMmQIzc3NZGZmOlwbGBhIjx49ftS4co7CpYiIiLQaNzc3Nm7cyJYtW/jggw/IysqiW7duTJ06ldjYWEwmE7m5uSQmJv7oMbKzs7n99tsd3qPMyckBoKCggIKCghav3bRpk8LlFepgsViar/YkRERE2ouamhq8vLyu9jTkZ64t/x7pnUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxEREWlVTU1NbN26lenTpxMcHEx4eDgpKSlUV1c7tM3LyyMwMJCKigoALBYLzzzzDPfeey+jR49m4sSJLFu2jNLS0hbHqq+vJyQkhB07dgDQ0NDAm2++SWRkJGPGjCE0NJT58+eTnZ190Tk3NDQQHR1NSkrKld18O6BwKSIiIq0qJSWFZ599Fh8fHxITEwkLC+Ojjz4iNjaWU6dO2bU1m8307dsXX19frFYrCxYsID09nYCAAJKSkpg8eTJ79uxh1qxZlJSUOIy1f/9+6urqGDVqFABPP/00GzZsoGfPniQkJDBr1iyqq6tZvHgxO3fubHG+jY2NrFy5kiNHjjj/YVyDXK72BERERKT92LVrF5mZmURERLB06VJb+YABA1i1ahXbtm1jxowZtnLDMBg9ejQAb7/9NiUlJSxbtoz77rvP1mb8+PHMmjWLjRs38sILL9iNZzabGThwIF5eXhw6dIgdO3YwceJE1qxZY2szZcoUoqKiWL9+PXfccQeurq62uqqqKlauXEleXp7Tn8W1SiuXIiIi0mrS09Px8PAgPj7ernzixInMmDGDvn372spqamooLi4mKCgIgJycHFxdXZk8ebLdtYMGDeKmm27iwIEDDuOZzWZbON27dy9wLkx+V+fOnRk7diwnT56kqKjIVv7+++8zdepUDh8+zMyZM3/8TbczWrkUERFpQ975zZtXewoX9GBG1BVd39jYSH5+PgEBAXh4eABQV1eHyWTCzc3NIXAahoG7uzvDhg0DYPXq1Rw/fhyTyWTXrrm5mRMnTtCxo/2a2Zdffkl5ebktXE6bNo2QkBBuvPFGh7kdP34cwK7vI0eOEBQURHx8PCaTic2bN1/R/bcXCpciIiJtSFXesas9hZ9MZWUlVqsVHx8fsrKySEtLo7i4GJPJhL+/P0lJSXbBz2w24+/vj5ubGwA9e/akZ8+eDv1++OGH/Otf/yIkJMSu3DAMunTpwq233gqcW6EcOHCgw/UVFRXs2rWLrl274ufnZyuPi4uzjV1ZWXnlD6Cd0La4iIiItIrzh3X27t3LihUrGDNmDOvWrWP27Nnk5+cTExNjOxXe0NDAvn37bKuOF1JSUsIzzzyDyWQiJibGrs4wDEaOHOmw0vldp0+fZtmyZdTX1zNnzhxcXP697nY+WMrlUbgUERGRVlFfXw9AaWkpq1evJi4ujtDQUObOncvatWs5efIkqampAOTn51NbW3vRcFlYWEhcXBynTp1iyZIl3Hzzzba6uro68vLyLnr9N998Q0JCAp999hnjx4/ngQcecNKdtm8KlyIiItIq3N3dAejVqxfjxo2zqwsODsbb29t26MZsNtOvXz969+7dYl+GYTB//nwsFgtLliwhIiLCrj43N5f6+nrbJ4i+r7y8nJiYGAoKCpgwYQKrVq2iQ4cOV3qLgt65FBERaVN+MazlMHUt8Pb2BqB79+4t1vfo0YPi4mLgXHg8f0r8+9LT03n22Wfp2LEjq1at4o477nBoYzabGTRoUItjHTp0iKSkJCwWC9OmTWPx4sUOh4Hkx1O4FBERaUOu9ER2W+bp6UmfPn0oLy/HarXSqVMnW11TUxOVlZX4+PhQVVXF0aNHSU5Odujj7bff5oUXXqBLly6sW7eO4cOHtziW2Wzm7rvvdig/ePAgCQkJWK1WHn30UaZNm+a8GxRA2+IiIiLSiiZNmkRtbS1vvPGGXXlGRgYWi4UJEyZgGAYeHh4MHTrUrk12djbr16+na9eupKamXjBYlpaWUllZ6bAlXlNTQ3JyMnV1dTz55JMKlj8RrVyKiIhIq4mKisIwDFJTUyktLWX48OEUFhaSkZGBn58fDz30EMuXLycgIMDu5DbA888/T3NzM8HBwRw5cqTFP8d41113YRgGnp6eDB482K4uLS0Ni8XCkCFDaG5uJjMz0+H6wMBAevTo4dybbmcULkVERKTVuLm5sXHjRrZs2cIHH3xAVlYW3bp1Y+rUqcTGxmIymcjNzSUxMdHuuqqqKsrKygDYuXPnBf8O+F133UV2dja33367w3uUOTk5ABQUFFBQUNDi9Zs2bVK4vEIdLBZL89WehIiISHtRU1ODl5fX1Z6G/My15d8jvXMpIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiraqpqYmtW7cyffp0goODCQ8PJyUlherqaoe2eXl5BAYGUlFRAUBtbS0vvfQSU6ZMITg4mIiICDZv3kxDQ0OLY9XX1xMSEsKOHTsAaGho4M033yQyMpIxY8YQGhrK/Pnzyc7OvuicGxoaiI6OJiUl5Qrv/tqncCkiIiKtKiUlhWeffRYfHx8SExMJCwvjo48+IjY2llOnTtm1NZvN9O3bF19fXxoaGkhMTOSNN97A39+fxMREhgwZwssvv0xycnKLY+3fv5+6ujpGjRoFwNNPP82GDRvo2bMnCQkJzJo1i+rqahYvXszOnTtb7KOxsZGVK1dy5MgR5z6Ia5TL1Z6AiIiItB+7du0iMzOTiIgIli5daisfMGAAq1atYtu2bcyYMcNWbhgGo0ePBiAzM5P8/HweeeQRHn74YQDuv/9+OnfuzNatW9m7dy+BgYF245nNZgYOHIiXlxeHDh1ix44dTJw4kTVr1tjaTJkyhaioKNavX88dd9yBq6urra6qqoqVK1eSl5f3kzyPa5FWLkVERKTVpKen4+HhQXx8vF35xIkTmTFjBn379rWV1dTUUFxcTFBQEACnT5+mf//+3HvvvXbXjhw5EoDPPvvMYTyz2WwLp3v37gXOhcnv6ty5M2PHjuXkyZMUFRXZyt9//32mTp3K4cOHmTlz5o+84/ZHK5ciIiJtyISdju8dthX/F97riq5vbGwkPz+fgIAAPDw8AKirq8NkMuHm5uYQOA3DwN3dnWHDhgEQGRlJZGSkQ7+FhYUA9O7d2678yy+/pLy83BYup02bRkhICDfeeKNDH8ePHwfAZDLZyo4cOUJQUBDx8fGYTCY2b978I++8fVG4FBERaUP21Xx7tafwk6msrMRqteLj40NWVhZpaWkUFxdjMpnw9/cnKSnJLviZzWb8/f1xc3Nz6MtqtXLs2DF27drFa6+9xuDBgwkNDbVrYxgGXbp04dZbbwXOrVAOHDjQoa+Kigp27dpF165d8fPzs5XHxcXZxq6srHTGI2gXtC0uIiIireL8YZ29e/eyYsUKxowZw7p165g9ezb5+fnExMTYToU3NDSwb98+26rj92VkZPDAAw/w8ssvc8MNN/DYY4/ZvSsJ58LlyJEj7VYjv+/06dMsW7aM+vp65syZg4vLv9fdWgq1cmkKlyIiItIq6uvrASgtLWX16tXExcURGhrK3LlzWbt2LSdPniQ1NRWA/Px8amtrLxguhwwZwjPPPENSUhJubm7ExMSwe/duW31dXR15eXkXvB7gm2++ISEhgc8++4zx48fzwAMPOPFu2y9ti4uIiEircHd3B6BXr16MGzfOri44OBhvb2/boRuz2Uy/fv0c3qM8b/DgwbZ/jx07lmnTpvHss88SHBwMQG5uLvX19bZPEH1feXk5iYmJfPHFF0yYMIGUlBQ6dOhwxfcoCpciIiJtSoCX66Ub/Ux5e3sD0L179xbre/ToQXFxMXBuS/v8KfEf0u/w4cPZvXs3FosFT09PzGYzgwYNanGsQ4cOkZSUhMViYdq0aSxevJiOHbWZ6ywKlyIiIm3IlZ7Ibss8PT3p06cP5eXlWK1WOnXqZKtramqisrISHx8fqqqqOHr0qMOH0RMTE/n8889JT0+3ezcS4MyZM3Ts2NH2nqTZbObuu+92mMPBgwdJSEjAarXy6KOPMm3atJ/gTts3xXQRERFpNZMmTaK2tpY33njDrjwjIwOLxcKECRMwDAMPDw+GDh1q16Z3794cO3aMv/zlL3bleXl55OXlERAQwPXXX09paSmVlZUOW+I1NTUkJydTV1fHk08+qWD5E9HKpYiIiLSaqKgoDMMgNTWV0tJShg8fTmFhIRkZGfj5+fHQQw+xfPlyAgICHFYn58yZg9ls5plnnqGwsJBf/epXfP7552zfvh1PT0/bX/wxDANPT0+79zIB0tLSsFgsDBkyhObmZjIzMx3mFxgYSI8ePX66B9AOKFyKiIhIq3Fzc2Pjxo1s2bKFDz74gKysLLp168bUqVOJjY3FZDKRm5tLYmKiw7Xdu3fn9ddfJzU1ld27d/Pee+/Ro0cP7rnnHubMmYOXlxcA2dnZ3H777Q7vUebk5ABQUFBAQUFBi/PbtGmTwuUV6mCxWJqv9iRERETai5qaGlsIEvmx2vLvkd65FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUERGRVtXU1MTWrVuZPn06wcHBhIeHk5KSQnV1tUPbvLw8AgMDqaioaLGvl156icDAQPbv399ifX19PSEhIezYsQOAhoYG3nzzTSIjIxkzZgyhoaHMnz+f7Ozsi865oaGB6OhoUlJSLvNu2x+FSxEREWlVKSkpPPvss/j4+JCYmEhYWBgfffQRsbGxnDp1yq6t2Wymb9+++Pr6OvRz4MAB/ud//ueiY+3fv5+6ujpGjRoFwNNPP82GDRvo2bMnCQkJzJo1i+rqahYvXszOnTtb7KOxsZGVK1dy5MiRH3nH7YvL1Z6AiIiItB+7du0iMzOTiIgIli5daisfMGAAq1atYtu2bcyYMcNWbhgGo0ePdujn1KlTPPnkk7i4uFBfX3/B8cxmMwMHDsTLy4tDhw6xY8cOJk6cyJo1a2xtpkyZQlRUFOvXr+eOO+7A1dXVVldVVcXKlSvJy8u70ltvN7RyKSIiIq0mPT0dDw8P4uPj7conTpzIjBkz6Nv6QbMmAAEAAElEQVS3r62spqaG4uJigoKCHPr5wx/+QFNTE/fff/9FxzObzbZwunfvXuBcmPyuzp07M3bsWE6ePElRUZGt/P3332fq1KkcPnyYmTNnXtZ9tmdauRQREWlD3FfFXe0pXNDZFS9f0fWNjY3k5+cTEBCAh4cHAHV1dZhMJtzc3BwCp2EYuLu7M2zYMLvy999/n//7v//jv/7rv8jPz7/geF9++SXl5eW2cDlt2jRCQkK48cYbHdoeP34cAJPJZCs7cuQIQUFBxMfHYzKZ2Lx584+57XZH4VJERKQNMZUcvtpT+MlUVlZitVrx8fEhKyuLtLQ0iouLMZlM+Pv7k5SUZBf8zGYz/v7+uLm52coqKip45plnmDZtGoGBgRcNl4Zh0KVLF2699Vbg3ArlwIEDHdpVVFSwa9cuunbtip+fn608Li7ONnZlZeWV3n67oW1xERERaRXnD+vs3buXFStWMGbMGNatW8fs2bPJz88nJibGdiq8oaGBffv22b1v2djYyJNPPom3tzdxcZde4TUMg5EjR9qtRn7f6dOnWbZsGfX19cyZMwcXl3+vu3031MoPp3ApIiIireL8wZvS0lJWr15NXFwcoaGhzJ07l7Vr13Ly5ElSU1MByM/Pp7a21i5cvv766xw+fJhVq1bRqVOni45VV1dHXl5ei4eBzvvmm29ISEjgs88+Y/z48TzwwANOuEtRuBQREZFW4e7uDkCvXr0YN26cXV1wcDDe3t62Qzdms5l+/frRu3dvAAoKCvjjH/9IZGQkvXr1wmKxYLFYqKurA86tQFosFpqamgDIzc2lvr7e9gmi7ysvLycmJoaCggImTJjAqlWr6NChw09y3+2N3rkUERFpQxr9brnaU/jJeHt7A9C9e/cW63v06EFxcTFwbkv7u6fEzWYzjY2NbNmyhS1btjhcm5ycDEBGRgY+Pj6YzWYGDRrU4liHDh0iKSkJi8XCtGnTWLx4MR07ar3NWRQuRURE2pArPZHdlnl6etKnTx/Ky8uxWq12W9tNTU1UVlbi4+NDVVUVR48etQVGgHvuuYehQ4c69PnXv/6VzMxMFi1axIABA+jRowdwLozefffdDu0PHjxIQkICVquVRx99lGnTpjn/Rts5hUsRERFpNZMmTWLTpk288cYbxMTE2MozMjKwWCxMnToVwzDw8PCwC5O+vr4t/pWe86fFBw0axIgRI4Bz73RWVlY6bInX1NSQnJxMXV0dKSkp3Hnnnc6/QVG4FBERkdYTFRWFYRikpqZSWlrK8OHDKSwsJCMjAz8/Px566CGWL19OQECA3cnty2EYBp6engwePNiuPC0tDYvFwpAhQ2hubiYzM9Ph2sDAQNvqp/w4CpciIiLSatzc3Ni4cSNbtmzhgw8+ICsri27dujF16lRiY2MxmUzk5uaSmJj4o8fIzs7m9ttvd3iPMicnBzh3OKigoKDFazdt2qRweYU6WCyW5qs9CRERkfaipqYGLy+vqz0N+Zlry79HOholIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiKtqqmpia1btzJ9+nSCg4MJDw8nJSWF6upqh7Z5eXkEBgZSUVEBQGZmJoGBgS3+l5KS4nB9fX09ISEh7NixA4CGhgbefPNNIiMjGTNmDKGhocyfP5/s7OyLzrmhoYHo6OgWxxB7Lld7AiIiItK+pKSkkJmZSUhICBEREZSVlfHuu++Sn5/Pli1buOGGG2xtzWYzffv2xdfXF4CioiIAfve739GpUye7fs+3+a79+/dTV1fHqFGjAHj66afZsWMHI0eO5L777uPs2bO89957LF68mCeeeILw8HCHPhobG1m5ciVHjhxhwIABTnsO1yqFSxEREWk1u3btIjMzk4iICJYuXWorHzBgAKtWrWLbtm3MmDHDVm4YBqNHj7b9XFRURPfu3fnNb37zg8Yzm80MHDgQLy8vDh06xI4dO5g4cSJr1qyxtZkyZQpRUVGsX7+eO+64A1dXV1tdVVUVK1euJC8v7wruun3RtriIiIi0mvT0dDw8PIiPj7crnzhxIjNmzKBv3762spqaGoqLiwkKCrKVFRcXc9NNN/3g8cxmsy2c7t27FzgXJr+rc+fOjB07lpMnT9pWRgHef/99pk6dyuHDh5k5c+YPHrO908qliIhIG3I2d/HVnsIFufuvv6LrGxsbyc/PJyAgAA8PDwDq6uowmUy4ubk5BE7DMHB3d2fYsGEAHD9+nK+//prx48cD8O2339Lc3Iybm1uL43355ZeUl5fbwuW0adMICQnhxhtvdGh7/PhxAEwmk63syJEjBAUFER8fj8lkYvPmzVd0/+2FwqWIiEgb0nTys6s9hZ9MZWUlVqsVHx8fsrKySEtLo7i4GJPJhL+/P0lJSXbBz2w24+/vbwuP51cVq6qqePjhhykqKqKpqYmbb76Z+Ph4AgIC7MYzDIMuXbpw6623AudWKAcOHOgwr4qKCnbt2kXXrl3x8/OzlcfFxdnGrqysdO7DuIZpW1xERERaxalTp4Bz29MrVqxgzJgxrFu3jtmzZ5Ofn09MTIztVHhDQwP79u2ze9+yuLgYgIMHDxIWFsa6detISEigqqqKhIQEdu/ebTeeYRiMHDnSbjXy+06fPs2yZcuor69nzpw5uLj8e93tQiuicnFauRQREZFWUV9fD0BpaSl/+MMfGDduHAChoaEMGjSIJUuWkJqayqpVq8jPz6e2ttYuXN5yyy3MmjWL8PBw/uM//sNW/p//+Z9ERkbyhz/8gaCgIDp27EhdXR15eXn89re/veB8vvnmGxITE/nss88YP348DzzwwE905+2LVi5FRESkVbi7uwPQq1cvW7A8Lzg4GG9vb9uhG7PZTL9+/ejdu7etzbBhw1iwYIFdsATo3bs3Y8eOpbq6mqNHjwKQm5tLfX297RNE31deXk5MTAwFBQVMmDCBVatW0aFDB6fda3umlUsREZE2pGOXQVd7Cj8Zb29vALp3795ifY8ePWxb34Zh2J0Sv5QePXoAUFtbC5wLp4MGDWpxrEOHDpGUlITFYmHatGksXryYjh213uYsCpciIiJtyJWeyG7LPD096dOnD+Xl5VitVruPoDc1NVFZWYmPjw9VVVUcPXqU5ORku+uTkpL4/PPPeeutt7juuuvs6s6vWPbp0wc4Fy7vvvtuhzkcPHiQhIQErFYrjz76KNOmTXP2bbZ7iukiIiLSaiZNmkRtbS1vvPGGXXlGRgYWi4UJEyZgGAYeHh4MHTrUrk3Pnj358ssvycjIsCvfv38/ZrOZoKAgunfvTmlpKZWVlQ5b4jU1NSQnJ1NXV8eTTz6pYPkT0cqliIiItJqoqCgMwyA1NZXS0lKGDx9OYWEhGRkZ+Pn58dBDD7F8+XICAgLsTm4DzJ07F7PZzIYNGygqKmLw4MEcPXqUbdu24eXlZVvpNAwDT09PBg8ebHd9WloaFouFIUOG0NzcTGZmpsP8AgMDbVvs8uMoXIqIiEircXNzY+PGjWzZsoUPPviArKwsunXrxtSpU4mNjcVkMpGbm0tiYqLDtT169OD111/nlVdewTAM3n//fbp3784999zD3Llz8fLyAiA7O5vbb7/d4T3KnJwcAAoKCigoKGhxfps2bVK4vEIdLBZL89WehIiISHtRU1NjC0EiP1Zb/j3SO5ciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiItKqmpqa2Lp1K9OnTyc4OJjw8HBSUlKorq52aJuXl0dgYCAVFRW2suzsbBYsWMC4ceMYP348Cxcu5J///GeLY9XX1xMSEsKOHTsAaGho4M033yQyMpIxY8YQGhrK/Pnzyc7OvuicGxoaiI6OJiUl5QruvH1QuBQREZFWlZKSwrPPPouPjw+JiYmEhYXx0UcfERsby6lTp+zams1m+vbti6+vLwDvvfceixcv5ptvvmH+/PlER0dTVFREbGwshw8fdhhr//791NXVMWrUKACefvppNmzYQM+ePUlISGDWrFlUV1ezePFidu7c2eJ8GxsbWblyJUeOHHHyk7g2uVztCYiIiEj7sWvXLjIzM4mIiGDp0qW28gEDBrBq1Sq2bdvGjBkzbOWGYTB69GgAqquree655xg0aBCpqalcd911AISFhfHggw/y3//937z44ot245nNZgYOHIiXlxeHDh1ix44dTJw4kTVr1tjaTJkyhaioKNavX88dd9yBq6urra6qqoqVK1eSl5f3kzyPa5HCpYiISBvyyl9XXe0pXNC8e1ZccR/p6el4eHgQHx9vVz5x4kTKysro27evraympobi4mIWLVoEwPvvv09dXR2LFi2yBUuA//iP/2DRokU0NDQ4jGc2mwkLCwNg7969wLkw+V2dO3dm7Nix/PnPf6aoqIhbbrnFNt5TTz0FwMyZM9m8efMV3n37oHApIiLShpTXlFztKfxkGhsbyc/PJyAgAA8PDwDq6uowmUy4ubk5BE7DMHB3d2fYsGEA5Obm0rlzZ379618D596DbGho4LrrruPBBx90GO/LL7+kvLzctvI5bdo0QkJCuPHGGx3aHj9+HACTyWQrO3LkCEFBQcTHx2MymRQufyCFSxEREWkVlZWVWK1WfHx8yMrKIi0tjeLiYkwmE/7+/iQlJdkFP7PZjL+/P25ubgCUlpbyi1/8gs8//5wXX3yR3NxcGhsb8fPz45FHHiEoKMhuPMMw6NKlC7feeitwboVy4MCBDvOqqKhg165ddO3aFT8/P1t5XFycbezKykqnP49rlQ70iIiISKs4f1hn7969rFixgjFjxrBu3Tpmz55Nfn4+MTExtlPhDQ0N7Nu3z7bqCHDy5ElOnjzJvHnz8PT0ZM2aNSxdupTa2lqWLFnCrl277MYzDIORI0farUZ+3+nTp1m2bBn19fXMmTMHF5d/r7udD5ZyeRQuRUREpFXU19cD51YgV69eTVxcHKGhocydO5e1a9dy8uRJUlNTAcjPz6e2ttYuXH777bdUV1dzzz33sHr1asLCwoiIiCAtLQ13d3eee+45mpubgXPb7Xl5eXbXf98333xDQkICn332GePHj+eBBx74Ce++/dC2uIiISBvyH15+l270M+Xu7g5Ar169GDdunF1dcHAw3t7etkM3ZrOZfv360bt3b1ub6667jtraWof3K3v16kVISAiZmZmUlpbSr18/cnNzqa+vt32C6PvKy8tJTEzkiy++YMKECaSkpNChQwdn3m67pXApIiLShjjjRHZb5e3tDUD37t1brO/RowfFxcXAuS3t779D6e3tzeeff06PHj1avBbObXPDuXA6aNCgFsc6dOgQSUlJWCwWpk2bxuLFi+nYUZu5zqInKSIiIq3C09OTPn36UF5ejtVqtatramqisrISHx8fqqqqOHr0qMOW9pAhQwBsAfS7vvzySwDbSqfZbHYIpwAHDx5k4cKFnDx5kkcffZRHH31UwdLJ9DRFRESk1UyaNIna2lreeOMNu/KMjAwsFgsTJkzAMAw8PDwYOnSow7UAr776Ko2NjbbykpIS/vGPfzBixAh69uxJaWkplZWVDlviNTU1JCcnU1dXx5NPPsm0adN+mpts57QtLiIiIq0mKioKwzBITU2ltLSU4cOHU1hYSEZGBn5+fjz00EMsX76cgIAAu5PbAL/+9a+JiorizTffZN68edx1110cP36cd955h06dOpGUlASc21L39PRk8ODBdtenpaVhsVgYMmQIzc3NZGZmOswvMDCwxW13+eEULkVERKTVuLm5sXHjRrZs2cIHH3xAVlYW3bp1Y+rUqcTGxmIymcjNzSUxMbHF6xctWkT//v3ZunUrGzZs4LrrriMgIID58+fzy1/+EoDs7Gxuv/12h+3unJwcAAoKCigoKGix/02bNilcXqEOFoul+WpPQkREpL2oqanBy8vrak9Dfuba8u+R3rkUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGncbnaExAREZH2pampiXfffZeMjAzKy8vp2rUrAQEBLFiwgF69etm1zcvLIzY2lu3btxMXF8exY8cu2ndGRgY+Pj62n+vr6xk/fjxJSUlMnjyZhoYG3nnnHXbu3El5eTkuLi4MGjSIGTNmMGrUqAv229DQwMyZMxkwYAArV668sgdwjVO4FBERkVaVkpJCZmYmISEhREREUFZWxrvvvkt+fj5btmzhhhtusLU1m8307dsXX19fEhMTOXv2rEN/n376KX/+858ZMmSIQzjdv38/dXV1tuD49NNPs2PHDkaOHMl9993H2bNnee+991i8eDFPPPEE4eHhDv03NjaycuVKjhw5woABA5z8NK49CpciIiLSanbt2kVmZiYREREsXbrUVj5gwABWrVrFtm3bmDFjhq3cMAxGjx4NQGhoqEN/tbW1pKWl4enpyVNPPYWLi320MZvNDBw4EC8vLw4dOsSOHTuYOHEia9assbWZMmUKUVFRrF+/njvuuANXV1dbXVVVFStXriQvL89Zj+Cap3cuRUREpNWkp6fj4eFBfHy8XfnEiROZMWMGffv2tZXV1NRQXFxMUFDQBfvbtGkT5eXlLF68GG9vb4d6s9lsC6d79+4FzoXJ7+rcuTNjx47l5MmTFBUV2crff/99pk6dyuHDh5k5c+Zl32t7pZVLERGRNuS999672lO4oHvvvfeKrm9sbCQ/P5+AgAA8PDwAqKurw2Qy4ebm5hA4DcPA3d2dYcOGtdjf0aNHSU9PZ+jQodx9990O9V9++SXl5eW2cDlt2jRCQkK48cYbHdoeP34cAJPJZCs7cuQIQUFBxMfHYzKZ2Lx584+67/ZG4VJERKQNqa6uvtpT+MlUVlZitVrx8fEhKyuLtLQ0iouLMZlM+Pv7k5SUZBf8zGYz/v7+uLm5tdjfK6+8QmNjI4888kiL9YZh0KVLF2699Vbg3ArlwIEDHdpVVFSwa9cuunbtip+fn608Li7ONnZlZeWPvu/2RtviIiIi0ipOnToFnNueXrFiBWPGjGHdunXMnj2b/Px8YmJiqKioAM6dzt63b59t1fH7jh07xq5duxgxYgS33XZbi20Mw2DkyJF2q5Hfd/r0aZYtW0Z9fT1z5syxe2fzQqFWLk7hUkRERFpFfX09AKWlpaxevZq4uDhCQ0OZO3cua9eu5eTJk6SmpgKQn59PbW3tBcPl9u3baWxs5OGHH26xvq6ujry8vAteD/DNN9+QkJDAZ599xvjx43nggQeu8A4FFC5FRESklbi7uwPQq1cvxo0bZ1cXHByMt7e37dCN2WymX79+9O7du8W+srKy6N69O4GBgS3W5+bmUl9ff8FvV5aXlxMTE0NBQQETJkxg1apVdOjQ4cfemnyH3rkUERFpQ77/ncZryfnT3N27d2+xvkePHhQXFwPntrQvdEq8tLSUL774ggceeOCCW95ms5lBgwa1ONahQ4dISkrCYrEwbdo0Fi9eTMeOWm9zFoVLERGRNuRKT2S3ZZ6envTp04fy8nKsViudOnWy1TU1NVFZWYmPjw9VVVUcPXqU5OTkFvs5/83J22+//YJjmc3mFk+QHzx4kISEBKxWK48++ijTpk27wruS71NMFxERkVYzadIkamtreeONN+zKMzIysFgsTJgwAcMw8PDwYOjQoS328emnnwJw8803t1hfWlpKZWWlw5Z4TU0NycnJ1NXV8eSTTypY/kS0cikiIiKtJioqCsMwSE1NpbS0lOHDh1NYWEhGRgZ+fn489NBDLF++nICAAIe/tnNeWVkZnTp1okePHi3WG4aBp6cngwcPtitPS0vDYrEwZMgQmpubyczMdLg2MDDwgv3KD6NwKSIiIq3Gzc2NjRs3smXLFj744AOysrLo1q0bU6dOJTY2FpPJRG5uLomJiRfsw2Kx0Llz5wvWZ2dnc/vttzu8R5mTkwNAQUEBBQUFLV67adMmhcsr1MFisTRf7UmIiIi0FzU1NXh5eV3tacjPXFv+PdI7lyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIi0qqamprYunUr06dPJzg4mPDwcFJSUqiurnZom5eXR2BgIBUVFQDU1tby/PPPM3nyZEaPHk14eDjPPPMMp0+fbnGs+vp6QkJC2LFjBwANDQ28+eabREZGMmbMGEJDQ5k/fz7Z2dkXnXNDQwPR0dGkpKRc4d1f+xQuRUREpFWlpKTw7LPP4uPjQ2JiImFhYXz00UfExsZy6tQpu7Zms5m+ffvi6+tLQ0MDjzzyCH/+85+57bbbSEpKYtSoUaSnpzN//nysVqvDWPv376euro5Ro0YB8PTTT7NhwwZ69uxJQkICs2bNorq6msWLF7Nz584W59vY2MjKlSs5cuSI8x/GNcjlak9ARERE2o9du3aRmZlJREQES5cutZUPGDCAVatWsW3bNmbMmGErNwyD0aNHA/D//X//H//85z+5//77+e1vf2tr4+3tzSuvvMJf//pX7r//frvxzGYzAwcOxMvLi0OHDrFjxw4mTpzImjVrbG2mTJlCVFQU69ev54477sDV1dVWV1VVxcqVK8nLy3P6s7hWaeVSREREWk16ejoeHh7Ex8fblU+cOJEZM2bQt29fW1lNTQ3FxcUEBQUB8MUXXwAwZswYu2tDQ0MBKCwsdBjPbDbbwunevXuBc2Hyuzp37szYsWM5efIkRUVFtvL333+fqVOncvjwYWbOnPkj7rZ90sqliIhIG/LOb9682lO4oAczoq7o+sbGRvLz8wkICMDDwwOAuro6TCYTbm5uDoHTMAzc3d0ZNmwYADfeeCMAn3/+uV3ALCsrA6BXr15213/55ZeUl5fbwuW0adMICQmx9fNdx48fB8BkMtnKjhw5QlBQEPHx8ZhMJjZv3nwlt99uKFyKiIi0IVV5x672FH4ylZWVWK1WfHx8yMrKIi0tjeLiYkwmE/7+/iQlJdkFP7PZjL+/P25ubgCEhIQwduxYXn/9dXr27MmwYcMoLi7m+eefp1evXtx777124xmGQZcuXbj11luBcyuUAwcOdJhXRUUFu3btomvXrvj5+dnK4+LibGNXVlY6/XlcqxQuRUREpFWcP6yzd+9eMjIymD59OvPmzaOoqIgtW7YQExPDn/70J9vhnX379vHII4/YrjeZTMydO5cvvviCJ5980lbevXt3Nm3aRM+ePe3GMwyDkSNH2q1Gft/p06dZtmwZ9fX1LFy4EBeXf0ej88FSLo/euRQREZFWUV9fD0BpaSmrV68mLi6O0NBQ5s6dy9q1azl58iSpqakA5OfnU1tba9vShnMnv2fPnk11dTWxsbE888wzLFy4kKamJmJjY+1Oc9fV1ZGXl2d3/fd98803JCQk8NlnnzF+/HgeeOCBn+jO2xetXIqIiEircHd3B869Gzlu3Di7uuDgYLy9vW2HbsxmM/369aN37962Nps2baKhoYFNmzbZtrrh3HZ5dHQ0v//97/nTn/4EQG5uLvX19bZPEH1feXk5iYmJfPHFF0yYMIGUlBQ6dOjg1PttrxQuRURE2pBfDOt96UY/U97e3sC5beyW9OjRg+LiYuDclvb5U+LnFRUV8ctf/tIuWMK5gz7Dhw8nOzub06dP07lzZ8xmM4MGDWpxrEOHDpGUlITFYmHatGksXryYjh21messCpciIiJtyJWeyG7LPD096dOnD+Xl5VitVjp16mSra2pqorKyEh8fH6qqqjh69CjJycl217u6utLU1NRi3+fLm5ubgXMrn3fffbdDu4MHD5KQkIDVauXRRx9l2rRpzro9+f9TTBcREZFWM2nSJGpra3njjTfsyjMyMrBYLEyYMAHDMPDw8GDo0KF2bYKCgigtLXX4U41FRUXk5eVxyy23cMMNN1BaWkplZaXDlnhNTQ3JycnU1dXx5JNPKlj+RLRyKSIiIq0mKioKwzBITU2ltLSU4cOHU1hYSEZGBn5+fjz00EMsX76cgIAAu5PbAPHx8Rw4cIDk5GTuvfdeBgwYQHl5Odu2bcPFxYXHHnsMOLel7unpyeDBg+2uT0tLw2KxMGTIEJqbm8nMzHSYX2BgID169PjpHkA7oHApIiIircbNzY2NGzeyZcsWPvjgA7KysujWrRtTp04lNjYWk8lEbm4uiYmJDtf26tWLzZs3k5aWxscff8y2bdvo2rUrQUFBzJ071/aNzOzsbG6//XaH9yhzcnIAKCgooKCgoMX5bdq0SeHyCnWwWCzNV3sSIiIi7UVNTQ1eXl5XexryM9eWf4/0zqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiLSqpqYmtm7dyvTp0wkODiY8PJyUlBSqq6sd2ubl5REYGEhFRQUA33zzDevWrePuu+8mODiY6dOn884779DU1NTiWPX19YSEhLBjxw4AGhoaePPNN4mMjGTMmDGEhoYyf/58srOzLzrnhoYGoqOjSUlJucK7v/YpXIqIiEirSklJ4dlnn8XHx4fExETCwsL46KOPiI2N5dSpU3ZtzWYzffv2xdfXl1OnTjF37lzeffddhgwZwqJFixgyZAgvvPACy5Yto7m52WGs/fv3U1dXx6hRowB4+umn2bBhAz179iQhIYFZs2ZRXV3N4sWL2blzZ4vzbWxsZOXKlRw5csT5D+Ma5HK1JyAiIiLtx65du8jMzCQiIoKlS5faygcMGMCqVavYtm0bM2bMsJUbhsHo0aMBeP311yktLeXhhx/mkUcesbUZOHAg69at4/333+eee+6xG89sNjNw4EC8vLw4dOgQO3bsYOLEiaxZs8bWZsqUKURFRbF+/XruuOMOXF1dbXVVVVWsXLmSvLw8pz+La5VWLkVERKTVpKen4+HhQXx8vF35xIkTmTFjBn379rWV1dTUUFxcTFBQEAD/7//9P66//nrmzJljd+39999P165d2b59u8N4ZrPZFk737t0LnAuT39W5c2fGjh3LyZMnKSoqspW///77TJ06lcOHDzNz5swff9PtjFYuRURE2pAJOx3fO2wr/i+81xVd39jYSH5+PgEBAXh4eABQV1eHyWTCzc3NIXAahoG7uzvDhg0D4KuvvqJ///5cd911du06duyIr68vn332Gc3NzXTo0AGAL7/8kvLyclu4nDZtGiEhIdx4440Oczt+/DgAJpPJVnbkyBGCgoKIj4/HZDKxefPmK7r/9kLhUkREpA3ZV/Pt1Z7CT6ayshKr1YqPjw9ZWVmkpaVRXFyMyWTC39+fpKQku+BnNpvx9/fHzc0NgOuvv57a2toW+7ZYLNTX1/PNN9/g6ekJnAunXbp04dZbbwXOrVAOHDjQ4dqKigp27dpF165d8fPzs5XHxcXZxq6srHTKM2gPtC0uIiIireL8YZ29e/eyYsUKxowZw7p165g9ezb5+fnExMTYToU3NDSwb98+26ojwG233caXX37JP//5T7t+Dx8+zLFjxwCwWq22csMwGDlypN1q5PedPn2aZcuWUV9fz5w5c3Bx+fe62/lgKZdH4VJERERaRX19PQClpaWsXr2auLg4QkNDmTt3LmvXruXkyZOkpqYCkJ+fT21trV24jImJoWPHjixdupS//e1vVFZW8vHHH/Pb3/6WLl26AP/e1q6rqyMvL8/u+u/75ptvSEhI4LPPPmP8+PE88MADP9WttyvaFhcREZFW4e7uDkCvXr0YN26cXV1wcDDe3t62Qzdms5l+/frRu3dvW5vBgwfzzDPP8NRTT/G73/3O1uesWbOoqKjgvffes4XM3Nxc6uvrbZ8g+r7y8nISExP54osvmDBhAikpKbZ3NeXKKFyKiIi0IQFerpdu9DPl7e0NQPfu3Vus79GjB8XFxcC5Le3zp8S/a8yYMbz33nsUFRXR0NBA//79cXd3JzY2Fm9vb9tWttlsZtCgQS2OdejQIZKSkrBYLEybNo3FixfTsaM2c51F4VJERKQNudIT2W2Zp6cnffr0oby8HKvVSqdOnWx1TU1NVFZW4uPjQ1VVFUePHiU5Odnu+gMHDlBaWsr999/PzTffbCs/efIkBQUFjB8/3lZmNpu5++67HeZw8OBBEhISsFqtPProo0ybNu0nuNP2TTFdREREWs2kSZOora3ljTfesCvPyMjAYrEwYcIEDMPAw8ODoUOH2rXJzc3l6aefZt++fbay5uZm/uu//ouGhgaioqKAc+90VlZWOmyJ19TUkJycTF1dHU8++aSC5U9EK5ciIiLSaqKiojAMg9TUVEpLSxk+fDiFhYVkZGTg5+fHQw89xPLlywkICLA7uQ3nPpa+fft2li9fzoMPPkj37t35+OOPMZvNzJkzx/aZIcMw8PT0ZPDgwXbXp6WlYbFYGDJkCM3NzWRmZjrMLzAwkB49evx0D6AdULgUERGRVuPm5sbGjRvZsmULH3zwAVlZWXTr1o2pU6cSGxuLyWQiNzeXxMREh2t79uxJamoqmzZt4n//93+xWq3069eP3//+90yYMMHWLjs7m9tvv93hPcqcnBwACgoKKCgoaHF+mzZtUri8Qh0sFovjX3kXERGRn0RNTQ1eXl5XexryM9eWf4/0zqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIi0qqamJrZu3cr06dMJDg4mPDyclJQUqqurHdrm5eURGBhIRUWFQ92pU6cIDw/nlVdeaXGcuro6UlNTuf/++wkODiYiIoI33niDxsbGFtt/9dVXBAYGsm/fPtv1mzZtYsqUKYwePZqwsDASExMpKCi46P1dal7XOperPQERERFpX1JSUsjMzCQkJISIiAjKysp49913yc/PZ8uWLdxwww22tmazmb59++Lr62vXR11dHUlJSS0GUjgXYH/729+SnZ3NpEmTGDx4MDk5Obz44ot88cUX/O53v3O4xjAMrr/+eoYOHUpzczPJycnk5OQQFhZGZGQkJ06cID09nXnz5rF+/XoCAwMd+rjUvNoDhUsRERFpNbt27SIzM5OIiAiWLl1qKx8wYACrVq1i27ZtzJgxw1ZuGAajR4+266OkpITHH3+ckpKSC47z97//HbPZTHx8vK2/++67j6eeeort27czefJkhgwZYneN2WwmICAAV1dXPvzwQ3Jycpg5cyZxcXG2NpMnTyYyMpLnnnuOd95557Ln1R5oW1xERERaTXp6Oh4eHsTHx9uVT5w4kRkzZtC3b19bWU1NDcXFxQQFBdnKNm/eTHR0NDU1NUyfPv2C4/z1r3/F1dWVBx54wK784YcfBmDnzp125d9++y25ubm2sfbu3QvAlClT7Np5e3szfPhwjh49isViuex5tQdauRQREWlD3FfFXbrRVXJ2xctXdH1jYyP5+fkEBATg4eEBnNtGNplMuLm5OQROwzBwd3dn2LBhtrLCwkLCw8OJjY2lrKyMt956q8WxCgoK8PPzw93d3a7c19eXbt268c9//tOuPC8vjzNnzjBq1CgAFi5cSEREBL169XLo+/jx4wB07PjvNbofOq/2QOFSRESkDTGVHL7aU/jJVFZWYrVa8fHxISsri7S0NIqLizGZTPj7+5OUlMSNN95oa282m/H398fNzc1WlpKSYvu5rKysxXHq6uo4efKkXSj9rl69elFZWWlXZhgG/fv3x9vbGwBPT088PT0drj148CAFBQUMGDCALl26XNa82gtti4uIiEirOHXqFHBuy3nFihWMGTOGdevWMXv2bPLz84mJibGdCm9oaGDfvn0O71t+N2heyOnTpwG4/vrrW6y/7rrrOHv2rF2Z2Wx2GOv7qqurWbFiBQDz5s277Hm1FwqXIiIi0irq6+sBKC0tZfXq1cTFxREaGsrcuXNZu3YtJ0+eJDU1FYD8/Hxqa2svGfha0tzcbPf/lupNJpPt54qKCsrKyi46VmVlJQsWLODYsWNER0czduzYy55Xe6FwKSIiIq3i/PuPvXr1Yty4cXZ1wcHBeHt72w7SmM1m+vXrR+/evS97nPMrlnV1dS3W19XV2d75PD9W586due2221psf/jwYWJiYigvLycqKoqEhITLnlN7oncuRURE2pBGv1uu9hR+MuffZ+zevXuL9T169KC4uBg49w7kd0+JXw4PDw88PT0v+K3J6upqu9BqNpsJDAzExcUxFn388cc88cQTWK1WEhISiI6O/lFzak8ULkVERNqQKz2R3ZZ5enrSp08fysvLsVqtdOrUyVbX1NREZWUlPj4+VFVVcfToUZKTk3/0WIMHDyY3N5e6ujquu+46W3lFRQUWi4U77rgDAKvVyv79+1scKysri+XLl2MymVi7di1hYWE/ej7tibbFRUREpNVMmjSJ2tpa3njjDbvyjIwMLBYLEyZMwDAMPDw8GDp06I8e584778RqtTp86HzLli0AhIeHA3DgwAGsVqvtE0TnFRUVsXLlSlxcXNiwYYOC5WXQyqWIiIi0mqioKAzDIDU1ldLSUoYPH05hYSEZGRn4+fnx0EMPsXz5cgICAlrcpv6hJk6cyHvvvcfLL79MZWUlt9xyC3v27OHvf/87U6dO5Ve/+hVwbvt94MCB9OzZ0+76F198EavVSlBQENXV1WRmZjqMERoa6vAdTVG4FBERkVbk5ubGxo0b2bJlCx988AFZWVl069aNqVOnEhsbi8lkIjc3l8TExCsap0OHDjz33HO8+uqrfPTRR/z1r3/Fx8eHxMREHnzwQVu77Oxsxo8fb3dtQ0MDBw4cAM6FT8MwWhwjIyND4bIFHSwWS8vn9EVERMTpampq8PLyutrTkJ+5tvx7pHcuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRESkVTU1NbF161amT59OcHAw4eHhpKSkUF1d7dA2Ly+PwMBAKioqHOpOnTpFeHg4r7zyykXHW7duHffee+9F26xevZp58+bZjbto0SLCwsIICgpiypQpvPLKK9TX11+0n//5n/8hMDDwom2udS5XewIiIiLSvqSkpJCZmUlISAgRERGUlZXx7rvvkp+fz5YtW7jhhhtsbc1mM3379sXX19euj7q6OpKSkloMpN+1detW3n33XXr37n3Rdnv27GHq1KkAHDhwgPj4eLp378706dPp2rUre/fuJS0tjUOHDvHiiy/SsaPj+tyuXbt4+eWXf+hjuGYpXIqIiEir2bVrF5mZmURERLB06VJb+YABA1i1ahXbtm1jxowZtnLDMBg9erRdHyUlJTz++OOUlJRccJy6ujpefPFF3n333UvOqbCwkJqaGts4a9euxcPDgz/96U/07NkTgIiICF544QXefvttsrKyGD9+vO36hoYG/vSnP5GWlkZjY+MPexDXMG2Li4iISKtJT0/Hw8OD+Ph4u/KJEycyY8YM+vbtayurqamhuLiYoKAgW9nmzZuJjo6mpqaG6dOntzhGUVER999/P++++y733XcfvXr1uuiczGYzXl5eDBw4kK+++oovvviCsWPH2oLleffccw9wbsv8u3N88MEHSU1NZcyYMQwaNOiHPYhrmFYuRURE2pCzuYuv9hQuyN1//RVd39jYSH5+PgEBAXh4eADnVhhNJhNubm4OgdMwDNzd3Rk2bJitrLCwkPDwcGJjYykrK+Ott95yGKeiogIvLy9SUlIICAi45PuWZrOZUaNGAdCjRw/effddOnXq5NDu66+/BrDbEj9x4gQdO3Zk7dq1jB8/nvnz5//Ap3HtUrgUERFpQ5pOfna1p/CTqaysxGq14uPjQ1ZWFmlpaRQXF2MymfD39ycpKYkbb7zR1t5sNuPv74+bm5utLCUlxfZzWVlZi+OMHj2a0NDQHzSnkydPUlBQYFsFdXFxsVs9/a4333wTgBEjRtjKbrrpJrZu3UqHDh1+0HjtgbbFRUREpFWcOnUKgL1797JixQrGjBnDunXrmD17Nvn5+cTExNhOhTc0NLBv3z6H9y2/GzQv5Ie0OW/Pnj106NDhkie8//jHP7J3714GDRpESEiIrdzFxUXB8nu0cikiIiKt4vxnfEpLS/nDH/7AuHHjAAgNDWXQoEEsWbKE1NRUVq1aRX5+PrW1tQ7h0tnMZjO//vWvbdv0LfnjH/9Iamoq3bt356mnnmrxpLj8m56OiIiItAp3d3cAevXqZQuW5wUHB+Pt7c3evXuBc6GvX79+l/yE0JVobm5mz549FwywDQ0NPPXUU6SmptKrVy82bdrk8EkkcaSVSxERkTakY5dr97Sxt7c3AN27d2+xvkePHhQXFwPnDvN895T4T+HTTz/l+PHjLYbLM2fOsGzZMrKzs7nppptYv349v/jFL37S+VwrFC5FRETakCs9kd2WeXp60qdPH8rLy7FarXYnspuamqisrMTHx4eqqiqOHj1KcnLyTzofs9nML37xC/z8/OzKz549y6JFizh48CD+/v6sW7eOzp07/6RzuZZoW1xERERazaRJk6itreWNN96wK8/IyMBisTBhwgQMw8DDw4OhQ4f+pHP57ieIvuv3v/89Bw8eJDg4mA0bNihYXiatXIqIiEiriYqKwjAMUlNTKS0tZfjw4RQWFpKRkYGfnx8PPfQQy5cvJyAgABeXny6mWCwWDh8+zMyZM+3KDx06xEcffYSrqyujRo3ib3/7m8O1vr6+3HbbbT/Z3H7uFC5FRESk1bi5ubFx40a2bNnCBx98QFZWFt26dWPq1KnExsZiMpnIzc0lMTHxJ53Hnj17MJlMBAQE2JWfP1D07bffsm7duhavveeeexQuL6KDxWJpvtqTEBERaS9qamrw8vK62tOQn7m2/Hukdy5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERKRVNTU1sXXrVqZPn05wcDDh4eGkpKRQXV3t0DYvL4/AwEAqKioc6k6dOkV4eDivvPJKi+McO3aMlJQU7r77bkaNGsXdd9/N6tWrqampabH9V199RWBgIPv27QOgrq6OTZs2MWXKFEaPHk1YWBiJiYkUFBRc9P4uNa9rncvVnoCIiIi0LykpKWRmZhISEkJERARlZWW8++675Ofns2XLFm644QZbW7PZTN++ffH19bXro66ujqSkpBYDKcCJEyeIiYnh1KlT3Hffffzyl7+kpKSEjIwMcnJy2Lx5Mz179rS7xjAMrr/+eoYOHUpzczPJycnk5OQQFhZGZGQkJ06cID09nXnz5rF+/XoCAwMdxr3UvNoDhUsRERFpNbt27SIzM5OIiAiWLl1qKx8wYACrVq1i27ZtzJgxw1ZuGAajR4+266OkpITHH3+ckpKSC47z3//93/zrX/9iw4YNjBo1ylY+cuRIkpKSeO211+zGh3NBNiAgAFdXVz788ENycnKYOXMmcXFxtjaTJ08mMjKS5557jnfeeeey59UeaFtcREREWk16ejoeHh7Ex8fblU+cOJEZM2bQt29fW1lNTQ3FxcUEBQXZyjZv3kx0dDQ1NTVMnz79guPk5OTg6+trFywBQkJC6Ny5MwcOHLAr//bbb8nNzbWNtXfvXgCmTJli187b25vhw4dz9OhRLBbLZc+rPdDKpYiISBvyyl9XXe0pXNC8e1Zc0fWNjY3k5+cTEBCAh4cHcG4b2WQy4ebm5hA4DcPA3d2dYcOG2coKCwsJDw8nNjaWsrIy3nrrrRbHSk1N5cyZMw7lZ8+e5ezZs3TsaL++lpeXx5kzZ2xhdOHChURERNCrVy+HPo4fPw5g18cPnVd7oHApIiLShpTXXLtbqpWVlVitVnx8fMjKyiItLY3i4mJMJhP+/v4kJSVx44032tqbzWb8/f1xc3OzlaWkpNh+Lisru+BY3t7eLZa//fbbNDY24u/vb1duGAb9+/e3Xefp6Ymnp6fD9QcPHqSgoIABAwbQpUuXy55Xe6BtcREREWkVp06dAs5tOa9YsYIxY8awbt06Zs+eTX5+PjExMbZT4Q0NDezbt8/hfcvvBs3LtW/fPv74xz/i4eFBVFSUXZ3ZbHYY6/uqq6tZseLc6u28efOcNq9rjcKliIiItIr6+noASktLWb16NXFxcYSGhjJ37lzWrl3LyZMnSU1NBSA/P5/a2tpLBr4fas+ePSxZsoSmpiZSUlLsVjYrKiooKyu76FiVlZUsWLCAY8eOER0dzdixY50yr2uRwqWIiIi0Cnd3dwB69erFuHHj7OqCg4Px9va2HaQxm83069eP3r17X/G4O3bs4NFHH6WxsZE1a9YQEhJiV282m+ncuTO33XZbi9cfPnyYmJgYysvLiYqKIiEh4YrndC3TO5ciIiJtyH94+V3tKfxkzq8Wdu/evcX6Hj16UFxcDJx7B/K7p8R/rE2bNvH666/TuXNn/vCHPxAQEODQxmw2ExgYiIuLYyz6+OOPeeKJJ7BarSQkJBAdHX3Fc7rWKVyKiIi0IVd6Irst8/T0pE+fPpSXl2O1WunUqZOtrqmpicrKSnx8fKiqquLo0aMkJydf0XjPP/88f/7zn/nFL37BCy+8gJ+fY3C3Wq3s37+/xbGysrJYvnw5JpOJtWvXEhYWdkXzaS+0LS4iIiKtZtKkSdTW1vLGG2/YlWdkZGCxWJgwYQKGYeDh4cHQoUN/9Djbt2/nz3/+M3369CEtLa3FYAlw4MABrFarw/cwi4qKWLlyJS4uLmzYsEHB8jJo5VJERERaTVRUFIZhkJqaSmlpKcOHD6ewsJCMjAz8/Px46KGHWL58OQEBAS1uU/8QZ8+e5aWXXgIgNDSU/fv3O7Rxd3cnNDQUwzAYOHCgw5+CfPHFF7FarQQFBVFdXU1mZqZDH6Ghobb3SOXfFC5FRESk1bi5ubFx40a2bNnCBx98QFZWFt26dWPq1KnExsZiMpnIzc0lMTHxR4/x6aefcvLkSQCHFdLzevfuTWhoKNnZ2YwfP96urqGhwfYXfAzDwDCMFvvIyMhQuGxBB4vF0ny1JyEiItJe1NTU4OXldbWnIT9zbfn3SO9cioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIhIq2pqamLr1q1Mnz6d4OBgwsPDSUlJobq62qFtXl4egYGBVFRUONSdOnWK8PBwXnnllRbHOX78OE8//TT33nsvwcHBTJ8+nfT0dJqbm1ts/9VXXxEYGMi+ffsAqKurY9OmTUyZMoXRo0cTFhZGYmIiBQUFF72/S83rWudytScgIiIi7UtKSgqZmZmEhIQQERFBWVkZ7777Lvn5+WzZsoUbbrjB1tZsNtO3b198fX3t+qirqyMpKanFQApw+vRpYmNjqaqqIiIigj59+pCdnc0f/vAHSkpKWLp0qcM1hmFw/fXXM3ToUJqbm0lOTiYnJ4ewsP8fe3cfVeV55/v/rRuxiFF8gooWq4hNbOpBCnQEUTyoqatImgE75cEfKg0EPJI4oKcOigs847QY48PYsSS2MY5Hjxkx9NQU7cwwOmfubRAEPIeaoDCwS9kqJLobimErwu8PlzvZ3Wii7iKVz2utrq5c13Vf3+++l3981v1EDImJiVy/fp2SkhLS09PZuXMn4eHhLnt8Xl+DgcKliIiI9JtTp05RVlZGQkKCU8ALCgqisLCQY8eOkZqa6hg3DIOIiAinPRobG9m4cSONjY33rHPo0CEsFgt/+7d/y6JFiwCIj48nJyeHkpISvv/97xMQEOB0jNlsJiwsjGHDhnHy5EkqKipYsWIFWVlZjjVxcXEkJiayfft2jhw58sB9DQa6LS4iIiL9pqSkBG9vb1avXu00vnjxYlJTU50CX3t7Ow0NDURGRjrG9u/fT0pKCu3t7SQlJd2zzs2bN5k5cyYxMTFO49/61rfo7e2lvr7eafzWrVtUVVU5ap09exa4E0g/y8/Pj5CQEJqamrDZbA/c12CgK5ciIiIDyC9+8YvH3cI9Pf/88490/O3bt6mtrSUsLAxvb2/gzm1kk8mEp6enS+A0DAMvLy9mz57tGKuvryc2NpaMjAwsFguHDh3qs9Z/+2//rc/xu6HS39/fabympoYbN24wZ84cANasWUNCQgK+vr4ue1y7dg2AoUM/vUb3RfsaDBQuRUREBpAn+Vk9q9WK3W7H39+f8vJy9u3bR0NDAyaTidDQUHJzc5kyZYpjvdlsJjQ0FE9PT8dYQUGB478tFssXqvvJJ5/Q2trKr371K375y18yf/58vv71rzutMQyD6dOn4+fnB4CPjw8+Pj4ue50/f566ujqCgoIYNWrUI/X1pNJtcREREekXHR0dwJ1bzvn5+cydO5eioiJWrVpFbW0taWlpjrfCu7u7qaysdHne8rNB84v66U9/SlJSEgcPHuQrX/kKr7zyissas9nsUuuPtbW1kZ+fD0B6evoj9/WkUrgUERGRfnHz5k0Ampub2bJlC1lZWURHR/Piiy+ydetWPv74Y4qLiwGora2ls7PzcwPfFzF37lxeffVVVq9eze9//3tSUlK4cOGCY761tRWLxXLfWlarlczMTC5fvkxKSgrz589/5L6eVAqXIiIi0i+8vLwA8PX1ZcGCBU5zUVFR+Pn5OV6kMZvNTJ06lYkTJz5y3bCwMObNm0dqaio/+clP6Orq4u///u8d82azmZEjRzJr1qw+j79w4QJpaWm0tLSQnJxMdnb2I/f0JNMzlyIiIgNIXy+QPCnuPs84duzYPufHjRtHQ0MDcOcZyM++Je4uX/va15g6dSrvv/++Y8xsNhMeHo6Hh2ssOn36NJs2bcJut5OdnU1KSorbe3rSKFyKiIgMII/6RvZA5uPjw+TJk2lpacFutzN8+HDHXE9PD1arFX9/f65cuUJTUxPr1q17qDq9vb0sX74cT09Pfv7zn7vMd3Z2Omrb7XbOnTvXZ63y8nLy8vIwmUxs3brV5bNG0jfdFhcREZF+s3TpUjo7Ozl48KDTeGlpKTabjUWLFmEYBt7e3gQHBz9UjSFDhjBhwgTq6up47733nOZOnDjB5cuXiY6OBqC6uhq73e74BNFdly5dYvPmzXh4eLBr1y4FywegK5ciIiLSb5KTkzEMg+LiYpqbmwkJCaG+vp7S0lICAwNZvnw5eXl5hIWF9Xmb+ot65ZVX+H//7//x3//7fyc+Pp7Jkyfzm9/8hnfffZcpU6aQmZkJ3Ln9PmPGDMaPH+90/O7du7Hb7URGRtLW1kZZWZlLjejoaMdzpPIphUsRERHpN56enuzZs4cDBw5w4sQJysvLGTNmDMuWLSMjIwOTyURVVRVr1659pDpTpkzhrbfe4qc//SnHjx+no6MDPz8/kpKSWLVqFSNHjgTgzJkzLFy40OnY7u5uqqurgTvh0zCMPmuUlpYqXPZhiM1m633cTYiIiAwW7e3tTJgw4XG3IX/mBvK/Iz1zKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIv2qp6eHt99+m6SkJKKiooiNjaWgoIC2tjaXtTU1NYSHh9Pa2uoy19HRQWxsLK+//voXqrtx40bCw8OxWq19zl+9epXw8HAqKysB6OrqYu/evcTHxxMREUFMTAxr166lrq7uvnUetK8njcKliIiI9KuCggJeffVV/P39Wbt2LTExMfz6178mIyODjo4Op7Vms5mAgAAmTZrkNN7V1UVubm6fgbQvv/rVr/j1r3993zWGYTBixAiCg4Pp7e1l3bp1vPnmm8yYMYO//uu/5vvf/z7vv/8+6enpnD17ts89HrSvJ5HH425AREREBo9Tp05RVlZGQkIC69evd4wHBQVRWFjIsWPHSE1NdYwbhkFERITTHo2NjWzcuJHGxsYvVNNqtbJt2zY8PT25efPmPdeZzWbCwsIYNmwYJ0+epKKighUrVpCVleVYExcXR2JiItu3b+fIkSOP1NeTSlcuRUREpN+UlJTg7e3N6tWrncYXL15MamoqAQEBjrH29nYaGhqIjIx0jO3fv5+UlBTa29tJSkr63Hq3b99m8+bNTJ48mQULFtxz3a1bt6iqqnLUuntlMj4+3mmdn58fISEhNDU1YbPZHrqvJ5muXIqIiAwgR777Px93C/f0V6XJj3T87du3qa2tJSwsDG9vb+DObWSTyYSnp6dL4DQMAy8vL2bPnu0Yq6+vJzY2loyMDCwWC4cOHbpvzf379/PBBx/w1ltv8Y//+I/3XFdTU8ONGzeYM2cOAGvWrCEhIQFfX1+XtdeuXQNg6NBPr9E9aF9PMoVLERGRAeRKzeXH3cKfjNVqxW634+/vT3l5Ofv27aOhoQGTyURoaCi5ublMmTLFsd5sNhMaGoqnp6djrKCgwPHfFovlvvXq6urYt28fr7zyCtOmTbvvWsMwmD59On5+fgD4+Pjg4+Pjsu78+fPU1dURFBTEqFGjHqqvJ51ui4uIiEi/uPuyztmzZ8nPz2fu3LkUFRWxatUqamtrSUtLc7wV3t3dTWVlpcvzlp8Nmvdz48YNNm/ezDe/+U2+973vfe56s9nsUuuPtbW1kZ+fD0B6evpD9TUY6MqliIiI9Iu7L9M0Nzfz4x//2PEMZHR0NE8//TQ5OTkUFxdTWFhIbW0tnZ2dnxv47mX79u38/ve/Z+/evQwZMuS+a1tbW7FYLPetZbVaWbNmDZcvXyYlJYX58+c/VF+Dga5cioiISL/w8vICwNfX1+XlmqioKPz8/Bwv0pjNZqZOncrEiRMfuM6//du/8ctf/pKXXnoJT09PbDYbNpuNW7duAXeuoH72ZRyz2czIkSOZNWtWn/tduHCBtLQ0WlpaSE5OJjs7+4F7Gkx05VJERGQA+fLsBw9Tfy7uPs84duzYPufHjRtHQ0MDcOcZyM++Jf4g/v3f/x2AoqIiioqKXOaXL18O4BRkw8PD8fBwjUWnT59m06ZN2O12srOzSUlJeaieBhOFSxERkQHkUd/IHsh8fHyYPHkyLS0t2O12hg8f7pjr6enBarXi7+/PlStXaGpqYt26dQ9VZ/ny5SxZssRl/B//8R+pqKigsLDQEXDtdjvnzp3rs1Z5eTl5eXmYTCa2bt1KTEzMQ/Uz2ChcioiISL9ZunQpe/fu5eDBg6SlpTnGS0tLsdlsLFu2DMMw8Pb2Jjg4+KFqTJs2rc+3w8vKygCYNWsW/v7+AFRXV2O32x2fILrr0qVLbN68GQ8PD3bu3Mk3v/nNh+plMFK4FBERkX6TnJyMYRgUFxfT3NxMSEgI9fX1lJaWEhgYyPLly8nLyyMsLKzP29TuZhgGM2bMYPz48U7ju3fvxm63ExkZSVtbmyOYflZ0dLTjOVL5lMKliIiI9BtPT0/27NnDgQMHOHHiBOXl5YwZM4Zly5aRkZGByWSiqqqKtWvX9ks/Z86cYeHChU5j3d3dVFdXA3fCp2EYfR5bWlqqcNmHITabrfdxNyEiIjJYtLe3M2HChMfdhvyZG8j/jvQpIhERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLERER6Vc9PT28/fbbJCUlERUVRWxsLAUFBbS1tbmsrampITw8nNbWVpe5jo4OYmNjef311/us87Of/Yzw8PA+/9fXMVevXiU8PJzKykoAurq62Lt3L/Hx8URERBATE8PatWupq6u77+/7vL6edB6PuwEREREZXAoKCigrK2PevHkkJCRgsVg4evQotbW1HDhwgKeeesqx1mw2ExAQwKRJk5z26OrqIjc3t89AeldDQwNeXl788Ic/dJmbPn26y5hhGIwYMYLg4GB6e3tZt24dFRUVxMTEkJiYyPXr1ykpKSE9PZ2dO3cSHh7usscX6etJp3ApIiIi/ebUqVOUlZWRkJDA+vXrHeNBQUEUFhZy7NgxUlNTHeOGYRAREeG0R2NjIxs3bqSxsfG+tS5dusS0adNYsmTJF+rNbDYTFhbGsGHDOHnyJBUVFaxYsYKsrCzHmri4OBITE9m+fTtHjhx5qL6edLotLiIiIv2mpKQEb29vVq9e7TS+ePFiUlNTCQgIcIy1t7fT0NBAZGSkY2z//v2kpKTQ3t5OUlLSPet0dXXxu9/9jmnTpn2hvm7dukVVVZWj1tmzZwGIj493Wufn50dISAhNTU3YbLYH7msw0JVLERGRAWTR8YF7O/WfY30f6fjbt29TW1tLWFgY3t7ewJ0QaDKZ8PT0dAmchmHg5eXF7NmzHWP19fXExsaSkZGBxWLh0KFDfdZqbGykp6eHwMBAAOx2OyaTCQ+PvqNPTU0NN27cYM6cOQCsWbOGhIQEfH1df/O1a9cAGDr002t0X7SvwUDhUkREZACpbL/1uFv4k7Fardjtdvz9/SkvL2ffvn00NDRgMpkIDQ0lNzeXKVOmONabzWZCQ0Px9PR0jBUUFDj+22Kx3LPWpUuXgDuh73vf+x4Wi4WhQ4cSHBzMK6+8wte+9jWn9YZhMH36dPz8/ADw8fHBx8fHZd/z589TV1dHUFAQo0aNeuC+BgPdFhcREZF+0dHRAdy55Zyfn8/cuXMpKipi1apV1NbWkpaW5ngrvLu7m8rKSpfnLT8bNO/nbrisra0lPj6ebdu2kZaWxgcffMCLL77IhQsXnNabzWaXWn+sra2N/Px8ANLT0x+qr8FAVy5FRESkX9y8eROA5uZmfvzjH7NgwQIAoqOjefrpp8nJyaG4uJjCwkJqa2vp7Oz83MB3L3/xF3+Bt7c3SUlJjiuQ8+bNIyIigrS0NF577TX27dsHQGtrKxaL5b61rFYra9as4fLly6SkpDB//vyH6mswULgUERGRfuHl5QWAr6+vI1jeFRUVhZ+fn+NFGrPZzNSpU5k4ceJD1YqKiiIqKsplfObMmXzjG9/g/PnzdHZ24u3tjdlsZuTIkcyaNavPvS5cuEBOTg4fffQRycnJZGdnP1RPg4XCpYiIyAASNmHY427hT+bu84xjx47tc37cuHE0NDQAd56B/Oxb4u40duxYent7+eSTTxzhMjw8vM+XfU6fPs2mTZuw2+1kZ2eTkpLyJ+npSaJwKSIiMoA86hvZA5mPjw+TJ0+mpaUFu93O8OHDHXM9PT1YrVb8/f25cuUKTU1NrFu37qHq9Pb2snLlSuDOJ4L+WFNTE97e3owZMwa73c65c+f6rFVeXk5eXh4mk4mtW7cSExPzUP0MNnqhR0RERPrN0qVL6ezs5ODBg07jpaWl2Gw2Fi1ahGEYeHt7Exwc/FA1hgwZwujRo7lw4QKnT592mnv33XdpampiyZIlmEwmqqursdvtjk8Q3XXp0iU2b96Mh4cHu3btUrB8ALpyKSIiIv0mOTkZwzAoLi6mubmZkJAQ6uvrKS0tJTAwkOXLl5OXl0dYWNg9v0n5Rbz88svU1dWxceNGXnjhBb761a/ym9/8hnfffZdp06aRmZkJ3Ln9PmPGDMaPH+90/O7du7Hb7URGRtLW1kZZWZlLjejoaMdzpPIphUsRERHpN56enuzZs4cDBw5w4sQJysvLGTNmDMuWLSMjIwOTyURVVRVr1659pDrTpk3jrbfeori4mJMnT9LR0cGECRNISkpi5cqVjr9ffubMGRYuXOh0bHd3N9XV1cCd8GkYRp81SktLFS77MMRms/U+7iZEREQGi/b2diZMmPC425A/cwP535GeuRQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERkX7V09PD22+/TVJSElFRUcTGxlJQUEBbW5vL2pqaGsLDw2ltbXWZ6+joIDY2ltdff/2etU6cOMGqVauYN28e3/72t1m/fj0Wi6XPtVevXiU8PJzKykoAurq62Lt3L/Hx8URERBATE8PatWupq6u77+/7In09yRQuRUREpF8VFBTw6quv4u/vz9q1a4mJieHXv/41GRkZdHR0OK01m80EBAQwadIkp/Guri5yc3P7DKR3FRcXk5+fz7Bhw8jOzua73/0ulZWVpKWlYbVaXdYbhsGIESMIDg6mt7eXdevW8eabbzJjxgz++q//mu9///u8//77pKenc/bs2T5rfpG+nnQej7sBERERGTxOnTpFWVkZCQkJrF+/3jEeFBREYWEhx44dIzU11TFuGAYRERFOezQ2NrJx40YaGxvvWeeDDz7gzTffJCoqiqKiIkwmEwDh4eG89NJLvPXWW2zYsMHpGLPZTFhYGMOGDePkyZNUVFSwYsUKsrKyHGvi4uJITExk+/btHDly5IH7Ggx05VJERET6TUlJCd7e3qxevdppfPHixaSmphIQEOAYa29vp6GhgcjISMfY/v37SUlJob29naSkpHvWeeedd+jp6SEnJ8cRLAFCQkJIT0/n61//utP6W7duUVVV5ah198pkfHy80zo/Pz9CQkJoamrCZrM9cF+Dga5cioiIDCBehVmfv+gx+ST/Hx7p+Nu3b1NbW0tYWBje3t7AndvIJpMJT09Pl8BpGAZeXl7Mnj3bMVZfX09sbCwZGRlYLBYOHTrUZ62qqioCAwPx9/cH7oTHnp4ehg8fzg9+8AOX9TU1Ndy4cYM5c+YAsGbNGhISEvD19XVZe+3aNQCGDv30Gt0X7WswULgUEREZQEyNFx53C38yVqsVu92Ov78/5eXl7Nu3j4aGBkwmE6GhoeTm5jJlyhTHerPZTGhoKJ6eno6xgoICx3/f68WcW7du0draSmRkJNXV1ezZs4ff/OY3ADz77LO88sorfOMb33A6xjAMpk+fjp+fHwA+Pj74+Pi47H3+/Hnq6uoICgpi1KhRD9TXYKHb4iIiItIv7r6sc/bsWfLz85k7dy5FRUWsWrWK2tpa0tLSHG+Fd3d3U1lZ6fK85WeD5r384Q9/oKenh+bmZrKzs3nmmWf40Y9+xJo1a7BYLGRmZjrC5l1ms9ml1h9ra2sjPz8fgPT09Afua7DQlUsRERHpFzdv3gSgubmZH//4xyxYsACA6Ohonn76aXJyciguLqawsJDa2lo6Ozs/N/Ddr05LSwsvv/wyycnJjrmwsDBWrFjBzp07eeONNwBobW3FYrHct5bVamXNmjVcvnyZlJQU5s+f/8B9DRa6cikiIiL9wsvLCwBfX19HsLwrKioKPz8/x4s0ZrOZqVOnMnHixIeuYzKZSEhIcJr72te+xje+8Q3+7//9v3zyySeOWiNHjmTWrFl97nfhwgXS0tJoaWkhOTmZ7OzsB+5pMNGVSxERkQHkduDMx93Cn8zd5xnHjh3b5/y4ceNoaGgA7jwD+dm3xB/EU089hbe3Nx4eHgwfPrzPOr29vXR2duLl5YXZbCY8PBwPD9dYdPr0aTZt2oTdbic7O5uUlJSH6mkwUbgUEREZQB71jeyBzMfHh8mTJ9PS0oLdbncKfj09PVitVvz9/bly5QpNTU2sW7fuoeoMGTKEmTNnUlVVRVtbm8sb37/73e/w8vJi7Nix2O12zp0712et8vJy8vLyMJlMbN26lZiYmIfqZ7DRbXERERHpN0uXLqWzs5ODBw86jZeWlmKz2Vi0aBGGYeDt7U1wcPAj1ent7aW4uNhp/MyZM9TX1xMTE8PQoUOprq7Gbrc7PkF016VLl9i8eTMeHh7s2rVLwfIB6MqliIiI9Jvk5GQMw6C4uJjm5mZCQkKor6+ntLSUwMBAli9fTl5eHmFhYX3epv6ivv3tb3Pq1Cl++ctf8tFHHzFv3jx+97vf8U//9E9MmDDB8Vd3DMNgxowZjB8/3un43bt3Y7fbiYyMpK2tjbKyMpca0dHRjuc75VMKlyIiItJvPD092bNnDwcOHODEiROUl5czZswYli1bRkZGBiaTiaqqKtauXfvItf72b/+Wt99+m1/84he89tprjBw5kkWLFpGZmekIk2fOnGHhwoVOx3V3d1NdXQ3cCZ+GYfS5f2lpqcJlH4bYbLbex92EiIjIYNHe3s6ECRMedxvyZ24g/zvSM5ciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2Ho+7ARERERlcenp6OHr0KKWlpbS0tDB69GjCwsLIzMzE19fXaW1NTQ0ZGRm88847TJo0yWmuo6ODxMRE4uLiSE9Pd5oLDw//3D7Onj3r9N9Xr15l6dKl/OQnPyEsLIyuri7efPNN/uVf/oXLly/j5eXFrFmzSEtL49lnn73nvvfrazBQuBQREZF+VVBQQFlZGfPmzSMhIQGLxcLRo0epra3lwIEDPPXUU461ZrOZgIAAl2DZ1dVFbm4ubW1t96zRl/fee4+ysjIWLFjgMmcYBiNGjCA4OJje3l7WrVtHRUUFMTExJCYmcv36dUpKSkhPT2fnzp19BtjP62swULgUERGRfnPq1CnKyspISEhg/fr1jvGgoCAKCws5duwYqampjnHDMIiIiHDao7GxkY0bN9LY2HjPOkuWLHEZu3r1Kq+99hoBAQHk5+e7zJvNZsLCwhg2bBgnT56koqKCFStWkJWV5VgTFxdHYmIi27dv58iRIw/c12CgZy5FRESk35SUlODt7c3q1audxhcvXkxqaioBAQGOsfb2dhoaGoiMjHSM7d+/n5SUFNrb20lKSnqg2kVFRfz+97/nb/7mb/D29naau3XrFlVVVY5ad2+Zx8fHO63z8/MjJCSEpqYmbDabW/p60ujKpYiIyADySdUrj7uFe/IK3flIx9++fZva2lrCwsIc4a6rqwuTyYSnp6dL4DQMAy8vL2bPnu0Yq6+vJzY2loyMDCwWC4cOHfpCtc+ePcv/+T//hyVLlhASEuIyX1NTw40bN5gzZw4Aa9asISEhweUZUIBr164BMHTop9foHravJ5HCpYiIyADS8/EHj7uFPxmr1Yrdbsff35/y8nL27dtHQ0MDJpOJ0NBQcnNzmTJlimO92WwmNDQUT09Px1hBQYHjvy0Wyxeu/Q//8A94eHiQmZnZ57xhGEyfPh0/Pz8AfHx88PHxcVl3/vx56urqCAoKYtSoUY/c15NIt8VFRESkX3R0dAB3riLm5+czd+5cioqKWLVqFbW1taSlpdHa2gpAd3c3lZWVLs9bfjZoflHnz5/nwoULLFmyhC9/+ct9rjGbzS61/lhbW5vjWc0/fgv8Yfp6UilcioiISL+4efMmAM3NzWzZsoWsrCyio6N58cUX2bp1Kx9//DHFxcUA1NbW0tnZ+bmB74v4p3/6JwBSUlL6nG9tbcVisdy3ltVqJTMzk8uXL5OSksL8+fMfua8nlcKliIiI9AsvLy8AfH19XT4FFBUVhZ+fn+NFGrPZzNSpU5k4ceIj1bx16xaGYfDMM88wderUPteYzWZGjhzJrFmz+py/cOECaWlptLS0kJycTHZ29iP19KTTM5ciIiIDyNBRTz/uFv5k7j7POHbs2D7nx40bR0NDA3DnGcjPviX+sKqqqujs7GTx4sX3XGM2mwkPD8fDwzUWnT59mk2bNmG328nOzr7n1U/5lMKliIjIAPKob2QPZD4+PkyePJmWlhbsdjvDhw93zPX09GC1WvH39+fKlSs0NTWxbt26R65ZU1MDwF/8xV/0OW+32zl37lyftcrLy8nLy8NkMrF161ZiYmIeuZ/BQLfFRUREpN8sXbqUzs5ODh486DReWlqKzWZj0aJFGIaBt7c3wcHBj1zv/fffx8vL6563xKurq7Hb7Y5PEN116dIlNm/ejIeHB7t27VKwfAC6cikiIiL9Jjk5GcMwKC4uprm5mZCQEOrr6yktLSUwMJDly5eTl5dHWFhYn7epH5TFYsHPz8/pm5SfZRgGM2bMYPz48U7ju3fvxm63ExkZSVtbG2VlZS7HRkdHO54jlU8pXIqIiEi/8fT0ZM+ePRw4cIATJ05QXl7OmDFjWLZsGRkZGZhMJqqqqli7dq1b6l2/fp2goKB7zp85c4aFCxc6jXV3d1NdXQ3cCZ+GYfR5bGlpqcJlH4bYbLbex92EiIjIYNHe3s6ECRMedxvyZ24g/zvSM5ciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiItKvenp6ePvtt0lKSiIqKorY2FgKCgpoa2tzWVtTU0N4eDitra0ucx0dHcTGxvL666/3WefDDz9ky5YtLFmyhIiICL773e/y05/+lJs3b/a5/urVq4SHh1NZWQlAV1cXe/fuJT4+noiICGJiYli7di11dXX3/X2f19eTzuNxNyAiIiKDS0FBAWVlZcybN4+EhAQsFgtHjx6ltraWAwcO8NRTTznWms1mAgICmDRpktMeXV1d5Obm9hlIAf7whz/wgx/8gKtXrxIXF8eMGTOoqqri5z//Oe+//z67du1yOcYwDEaMGEFwcDC9vb2sW7eOiooKYmJiSExM5Pr165SUlJCens7OnTsJDw932ePz+hoMFC5FRESk35w6dYqysjISEhJYv369YzwoKIjCwkKOHTtGamqqY9wwDCIiIpz2aGxsZOPGjTQ2Nt6zzi9+8QusViurV6927BcfH8+WLVv45S9/yZkzZ5gzZ47TMWazmbCwMIYNG8bJkyepqKhgxYoVZGVlOdbExcWRmJjI9u3bOXLkyAP3NRjotriIiIj0m5KSEry9vVm9erXT+OLFi0lNTSUgIMAx1t7eTkNDA5GRkY6x/fv3k5KSQnt7O0lJSfes89vf/haAuXPnOo1HR0cDcPHiRafxW7duUVVV5ah19uxZ4E4g/Sw/Pz9CQkJoamrCZrM9cF+Dga5cioiIDCCvv1v4uFu4p/Tv5D/S8bdv36a2tpawsDC8vb2BO7eRTSYTnp6eLoHTMAy8vLyYPXu2Y6y+vp7Y2FgyMjKwWCwcOnSoz1pTpkwB4D//8z8JDAx0jFssFgAmTJjgtL6mpoYbN244rmauWbOGhIQEfH19Xfa+du0aAEOHfnqN7ov2NRgoXIqIiAwgLe1P7i1Vq9WK3W7H39+f8vJy9u3bR0NDAyaTidDQUHJzcx2hEO7cpg4NDcXT09MxVlBQ4Pjvu0GxL9/97ncpLy9n586dDB8+nKCgIM6fP8/PfvYzAgMD+a//9b86rTcMg+nTp+Pn5weAj48PPj4+LvueP3+euro6goKCGDVq1AP3NRjotriIiIj0i46ODuDOLef8/Hzmzp1LUVERq1atora2lrS0NMdb4d3d3VRWVro8b/nZoHk/I0aMIDMzk97eXnJzc3n++efJz89n3Lhx/P3f/z1f+tKXnNabzWaXWn+sra2N/Pw7V2/T09Mfqq/BQOFSRERE+sXdTwA1NzezZcsWsrKyiI6O5sUXX2Tr1q18/PHHFBcXA1BbW0tnZ+fnBr57OXHiBKtXr6a3t5eXX36Zbdu28YMf/ID29nbS09O5evWqY21raysWi+W+taxWK5mZmVy+fJmUlBTmz5//UH0NBrotLiIiIv3Cy8sLAF9fXxYsWOA0FxUVhZ+fn+NFGrPZzNSpU5k4ceJD1dqzZw/Dhw9n3759js8YzZ8/n9DQUDIzM9mxYwc/+tGPHLVGjhzJrFmz+tzrwoUL5OTk8NFHH5GcnEx2dvZD9TRYKFyKiIgMIF+ZEPj5i/5M3X2ecezYsX3Ojxs3joaGBuDOM5CffUv8QdhsNtra2oiMjHT5PmZISAhTpkxxfCgd7oTL8PBwPDxcY9Hp06fZtGkTdrud7OxsUlJSHqqnwUThUkREZAB51DeyBzIfHx8mT55MS0sLdrud4cOHO+Z6enqwWq34+/tz5coVmpqaWLdu3UPV8fDwYMiQIfT09PQ5f/v2bXp7ewGw2+2cO3euz1rl5eXk5eVhMpnYunUrMTExD9XPYKNnLkVERKTfLF26lM7OTg4ePOg0Xlpais1mY9GiRRiGgbe3N8HBwQ9VY+TIkfyX//JfqKys5NKlS05zZ86coaWlhW9961sAVFdXY7fbXT6ofunSJTZv3oyHhwe7du1SsHwAunIpIiIi/SY5ORnDMCguLqa5uZmQkBDq6+spLS0lMDCQ5cuXk5eXR1hYWJ+3qb+o9evXk56eTnp6OvHx8UyePJlLly5RWlrKuHHjHM9NGobBjBkzGD9+vNPxu3fvxm63ExkZSVtbG2VlZS41oqOjHc+RyqcULkVERKTfeHp6smfPHg4cOMCJEycoLy9nzJgxLFu2jIyMDEwmE1VVVaxdu/aR6kyfPp0DBw7wxhtvcPz4cX7/+98zbtw4vvOd7/Diiy86PqJ+5swZFi5c6HRsd3c31dXVwJ3waRhGnzVKS0sVLvswxGaz9T7uJkRERAaL9vZ2l78OI/KgBvK/Iz1zKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIi/aqnp4e3336bpKQkoqKiiI2NpaCggLa2Npe1NTU1hIeH09ra6jLX0dFBbGwsr7/+ep91rly5wubNm1m8eDHz589nxYoVlJWV3bOvq1evEh4eTmVlJQBdXV3s3buX+Ph4IiIiiImJYe3atdTV1d33931eX086j8fdgIiIiAwuBQUFlJWVMW/ePBISErBYLBw9epTa2loOHDjAU0895VhrNpsJCAhg0qRJTnt0dXWRm5vbZyAFuHz5MitXruT69et85zvfYebMmVRXV7N582Y++OAD1q5d63KMYRiMGDGC4OBgent7WbduHRUVFcTExJCYmMj169cpKSkhPT2dnTt3Eh4e7rLH5/U1GChcioiISL85deoUZWVlJCQksH79esd4UFAQhYWFHDt2jNTUVMe4YRhEREQ47dHY2MjGjRtpbGy8Z51du3Zx7do1fvjDH/KXf/mXACQkJPDlL3+ZgwcPMn/+fEJCQpyOMZvNhIWFMWzYME6ePElFRQUrVqwgKyvLsSYuLo7ExES2b9/OkSNHHrivwUC3xUVERKTflJSU4O3tzerVq53GFy9eTGpqKgEBAY6x9vZ2GhoaiIyMdIzt37+flJQU2tvbSUpK6rPGrVu3MAyDr3zlK7zwwgtOcytXrgTgnXfecTmmqqrKUevs2bMAxMfHO63z8/MjJCSEpqYmbDbbA/U1WOjKpYiIyADyi1/84nG3cE/PP//8Ix1/+/ZtamtrCQsLw9vbG7hzG9lkMuHp6ekSOA3DwMvLi9mzZzvG6uvriY2NJSMjA4vFwqFDh1zq2Gw27HY706dPZ8iQIU5zTz31FGPGjOHChQtO4zU1Ndy4cYM5c+YAsGbNGhISEvD19XXZ/9q1awAMHfrpNbov0tdgoXApIiIygDzJz+pZrVbsdjv+/v6Ul5ezb98+GhoaMJlMhIaGkpuby5QpUxzrzWYzoaGheHp6OsYKCgoc/22xWPqs4+XlBUBnZ6fL3O3bt+no6KCrq8tp3DAMpk+fjp+fHwA+Pj74+Pi4HH/+/Hnq6uoICgpi1KhRD9TXYKHb4iIiItIvOjo6gDu3nPPz85k7dy5FRUWsWrWK2tpa0tLSHG+Fd3d3U1lZ6fK85WeD5r2MHDmSwMBAzp8/z+XLl53mTp06RXd3N3a73WncbDa71PpjbW1t5OfnA5Cenv7AfQ0WCpciIiLSL27evAlAc3MzW7ZsISsri+joaF588UW2bt3Kxx9/THFxMQC1tbV0dnZ+buC7l/T0dOx2Oy+//DJnzpzBarXyq1/9ir/7u79j1KhReHh8evO2tbUVi8Vy31pWq5XMzEwuX75MSkoK8+fPf6i+BgPdFhcREZF+cfd2ta+vLwsWLHCai4qKws/Pz/EijdlsZurUqUycOPGhai1YsIBNmzaxc+dOXn75ZQBGjx7Nyy+/zK9//WunN7rNZjMjR45k1qxZfe514cIFcnJy+Oijj0hOTiY7O/uhehosFC5FREQGkL5eIHlS3H2ecezYsX3Ojxs3joaGBuDOM5CffUv8YSxdupTFixdz6dIlhg4dyvTp0/H09OSNN95g8uTJjnVms5nw8HCnq5l3nT59mk2bNmG328nOziYlJeWRehoMFC5FREQGkEd9I3sg8/HxYfLkybS0tGC32xk+fLhjrqenB6vVir+/P1euXKGpqYl169Y9dC3DMPj4449ZsmQJzz77rGP8P//zP7ly5Qrf+c53ALDb7Zw7d67PWuXl5eTl5WEymdi6dSsxMTEP3c9gomcuRUREpN8sXbqUzs5ODh486DReWlqKzWZj0aJFGIaBt7c3wcHBD13nn//5nykoKOC3v/2tY+zWrVvs3r2b4cOHO75fWV1djd1ud3yC6K5Lly6xefNmPDw82LVrl4LlA9CVSxEREek3ycnJGIZBcXExzc3NhISEUF9fT2lpKYGBgSxfvpy8vDzCwsL6vE39RS1fvpx/+7d/Y82aNSxbtowvfelLlJWVUVdXR15eHuPHjwfuXOGcMWOG47/v2r17N3a7ncjISNra2vr8m+TR0dGO50jlUwqXIiIi0m88PT3Zs2cPBw4c4MSJE5SXlzNmzBiWLVtGRkYGJpOJqqqqPv/294MIDAxk7969FBcX89Zbb9HT08OMGTPYvXs33/rWtxzrzpw5w8KFC52O7e7uprq6GrgTPg3D6LNGaWmpwmUfhthstt7H3YSIiMhg0d7ezoQJEx53G/JnbiD/O9IzlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIi0q96enp4++23SUpKIioqitjYWAoKCmhra3NZW1NTQ3h4OK2trQDYbDa2bdvG888/T0REBIsXL2bDhg00Nze7HNvV1UVxcTF/+Zd/SVRUFAkJCRw8eJDbt2/32dfVq1cJDw+nsrLScfzevXuJj48nIiKCmJgY1q5dS11d3X1/X0dHB7Gxsbz++usPeGaeDB6PuwEREREZXAoKCigrK2PevHkkJCRgsVg4evQotbW1HDhwgKeeesqx1mw2ExAQwKRJk7Db7WRmZtLU1ERsbCwzZ87EarVSUlLCe++9x759+wgMDATuBNgf/vCHnDlzhqVLl/L1r3+diooKdu/ezW9/+1v+5m/+xqUvwzAYMWIEwcHB9Pb2sm7dOioqKoiJiSExMZHr169TUlJCeno6O3fuJDw83GWPrq4ucnNz+wzKg4XCpYiIiPSbU6dOUVZWRkJCAuvXr3eMBwUFUVhYyLFjx0hNTXWMG4ZBREQEAIcPH6axsZENGzbwwgsvONYsXLiQlStXsmfPHnbs2AHAv/7rv2I2m1m9erVjvxdeeIG/+7u/45133iEuLo5nn33WqTez2UxYWBjDhg3j5MmTVFRUsGLFCrKyshxr4uLiSExMZPv27Rw5csTp+MbGRjZu3EhjY6ObztafJ90WFxERkX5TUlKCt7c3q1evdhpfvHgxqampBAQEOMba29tpaGggMjISgIqKCoYNG0ZcXJzTsU8//TTTpk2jurraMfbuu+8ybNgwvve97zmt/f/+v/8PgOPHjzuN37p1i6qqKkets2fPAhAfH++0zs/Pj5CQEJqamrDZbI7x/fv3k5KSQnt7O0lJSV/4fDyJdOVSRERkADny3f/5uFu4p78qTX6k42/fvk1tbS1hYWF4e3sDd24jm0wmPD09XQKnYRh4eXkxe/ZsALZs2cK1a9cwmUxO63p7e7l+/TpDh356zayuro7AwEC8vLyc1k6aNIkxY8bwm9/8xmm8pqaGGzduMGfOHADWrFlDQkICvr6+Lr/j2rVrAE716uvriY2NJSMjA4vFwqFDhx7o3DxJFC5FREQGkCs1lx93C38yVqsVu92Ov78/5eXl7Nu3j4aGBkwmE6GhoeTm5jJlyhTHerPZTGhoKJ6engCMHz+e8ePHu+x78uRJPvzwQ+bNmwfcCawff/yxI5T+MV9fX6xWq9OYYRhMnz4dPz8/AHx8fPDx8XE59vz589TV1REUFMSoUaMc4wUFBY4+LRbLA5yVJ49ui4uIiEi/6OjoAO7ccs7Pz2fu3LkUFRWxatUqamtrSUtLc7wV3t3dTWVlpeN5y3tpbGxk27ZtmEwm0tLSAPjDH/4AwIgRI/o85ktf+hKffPKJ05jZbP7cWm1tbeTn5wOQnp7uNHc3WIrCpYiIiPSTmzdvAtDc3MyWLVvIysoiOjqaF198ka1bt/Lxxx9TXFwMQG1tLZ2dnfcNfPX19WRlZdHR0UFOTg7PPPMMcOc2+Wf//4/19vY63VpvbW3FYrHct5bVaiUzM5PLly+TkpLC/PnzH+zHDyIKlyIiItIv7j7/6Ovry4IFC5zmoqKi8PPzc7xIYzabmTp1KhMnTuxzL8MweOmll7DZbOTk5JCQkOCYu3vFsqurq89ju7q6HM983q01cuRIZs2a1ef6CxcukJaWRktLC8nJyWRnZ3/BXzw46ZlLERGRAeTLs/sOU0+Cu88zjh07ts/5cePG0dDQANwJj3ff3P5jJSUlvPrqqwwdOpTCwkKee+45p3lvb298fHzu+a3JtrY2p9BqNpsJDw/Hw8M1Fp0+fZpNmzZht9vJzs4mJSXl83/oIKdwKSIiMoA86hvZA5mPjw+TJ0+mpaUFu93O8OHDHXM9PT1YrVb8/f25cuUKTU1NrFu3zmWPw4cPs2PHDkaNGkVRUREhISF91vr6179OVVUVXV1dfOlLX3KMt7a2YrPZHIHUbrdz7ty5PmuVl5eTl5eHyWRi69atxMTEPOopGBR0W1xERET6zdKlS+ns7OTgwYNO46WlpdhsNhYtWoRhGHh7exMcHOy05syZM+zcuZPRo0dTXFx8z2AJ8O1vfxu73e7yofMDBw4AEBsbC0B1dTV2u93xCaK7Ll26xObNm/Hw8GDXrl0Klg9AVy5FRESk3yQnJ2MYBsXFxTQ3NxMSEkJ9fT2lpaUEBgayfPly8vLyCAsLc7lN/dprr9Hb20tUVBQXL17k4sWLLvsvWbIEuPNR9l/84hf8wz/8A1arlZkzZ/Lee+/xr//6ryxbtoyvfe1rwJ3b7zNmzHD5xNHu3bux2+1ERkbS1tZGWVmZS63o6GiX72iKwqWIiIj0I09PT/bs2cOBAwc4ceIE5eXljBkzhmXLlpGRkYHJZKKqqoq1a9c6HXflyhXH9yOPHz/u8hd27robLocMGcL27dt54403+PWvf827776Lv78/a9eu5a/+6q8c68+cOcPChQud9uju7nb8tR/DMDAMo89apaWlCpd9GGKz2fp+T19ERETcrr29nQkTJjzuNuTP3ED+d6RnLkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERKRf9fT08Pbbb5OUlERUVBSxsbEUFBTQ1tbmsrampobw8HBaW1sBsNlsbNu2jeeff56IiAgWL17Mhg0baG5uvm9Nq9XK/PnzOX78+D3XXL16lfDwcCorKwHo6upi7969xMfHExERQUxMDGvXrqWuru6+tTo6OoiNjeX111//nDPxZPJ43A2IiIjI4FJQUEBZWRnz5s0jISEBi8XC0aNHqa2t5cCBAzz11FOOtWazmYCAACZNmoTdbiczM5OmpiZiY2OZOXMmVquVkpIS3nvvPfbt20dgYKBLvWvXrrF27Vo++eST+/ZlGAYjRowgODiY3t5e1q1bR0VFBTExMSQmJnL9+nVKSkpIT09n586dhIeHu+zR1dVFbm5un0F5sFC4FBERkX5z6tQpysrKSEhIYP369Y7xoKAgCgsLOXbsGKmpqY5xwzCIiIgA4PDhwzQ2NrJhwwZeeOEFx5qFCxeycuVK9uzZw44dO5zq1dTUkJ+fz9WrVz+3N7PZTFhYGMOGDePkyZNUVFSwYsUKsrKyHGvi4uJITExk+/btHDlyxOn4xsZGNm7cSGNj44OdlCeMbouLiIhIvykpKcHb25vVq1c7jS9evJjU1FQCAgIcY+3t7TQ0NBAZGQlARUUFw4YNIy4uzunYp59+mmnTplFdXe00XlRUREZGBr29vU5htC+3bt2iqqrKUevs2bMAxMfHO63z8/MjJCSEpqYmbDabY3z//v2kpKTQ3t5OUlLSFzgTTy5duRQRERlAFh0fuLdT/znW95GOv337NrW1tYSFheHt7Q3cuY1sMpnw9PR0CZyGYeDl5cXs2bMB2LJlC9euXcNkMjmt6+3t5fr16wwd6nzN7NKlS6SkpLBq1SpOnTrFO++8c8/eampquHHjBnPmzAFgzZo1JCQk4Ovr+puvXbsG4FSvvr6e2NhYMjIysFgsHDp06IuelieOwqWIiMgAUtl+63G38CdjtVqx2+34+/tTXl7Ovn37aGhowGQyERoaSm5uLlOmTHGsN5vNhIaG4unpCcD48eMZP368y74nT57kww8/ZN68eU7jP/nJTxzHfh7DMJg+fTp+fn4A+Pj44OPj47Lu/Pnz1NXVERQUxKhRoxzjBQUFjloWi+UL1XxS6ba4iIiI9IuOjg7gzi3n/Px85s6dS1FREatWraK2tpa0tDTHW+Hd3d1UVlY6nre8l8bGRrZt24bJZCItLc1p7osGS7gTZD+vVltbG/n5+QCkp6c/dK0nncKliIiI9IubN28C0NzczJYtW8jKyiI6OpoXX3yRrVu38vHHH1NcXAxAbW0tnZ2d9w189fX1ZGVl0dHRQU5ODs8888xD9dXa2orFYrlvLavVSmZmJpcvXyYlJYX58+c/VK3BQOFSRERE+oWXlxcAvr6+LFiwwGkuKioKPz8/x4s0ZrOZqVOnMnHixD73MgyDl156CZvNRk5ODgkJCQ/dl9lsZuTIkcyaNavP+QsXLpCWlkZLSwvJyclkZ2c/dK3BQM9cioiIDCBhE4Y97hb+ZO4+zzh27Ng+58eNG0dDQwNwJzzefXP7j5WUlPDqq68ydOhQCgsLee655x6pL7PZTHh4OB4errHo9OnTbNq0CbvdTnZ2NikpKY9UazBQuBQRERlAHvWN7IHMx8eHyZMn09LSgt1uZ/jw4Y65np4erFYr/v7+XLlyhaamJtatW+eyx+HDh9mxYwejRo2iqKiIkJCQR+rJbrdz7ty5PmuVl5eTl5eHyWRi69atxMTEPFKtwUK3xUVERKTfLF26lM7OTg4ePOg0Xlpais1mY9GiRRiGgbe3N8HBwU5rzpw5w86dOxk9ejTFxcWPHCwBqqursdvtjk8Q3XXp0iU2b96Mh4cHu3btUrB8ALpyKSIiIv0mOTkZwzAoLi6mubmZkJAQ6uvrKS0tJTAwkOXLl5OXl0dYWJjLberXXnuN3t5eoqKiuHjxIhcvXnTZf8mSJQ/Uj2EYzJgxw+UTR7t378ZutxMZGUlbWxtlZWUux0ZHRzueI5VPKVyKiIhIv/H09GTPnj0cOHCAEydOUF5ezpgxY1i2bBkZGRmYTCaqqqpYu3at03FXrlxxfD/y+PHjHD9+vM/9HzRcnjlzhoULFzqNdXd3O/7aj2EYGIbR57GlpaUKl30YYrPZeh93EyIiIoNFe3s7EyZMeNxtyJ+5gfzvSM9cioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbeDzuBkRERGRw6enp4ejRo5SWltLS0sLo0aMJCwsjMzMTX19fp7U1NTVkZGTwzjvvMGnSJGw2G2+88Qb/8R//QXt7OyNHjuSb3/wmGRkZfPWrX3U69vLly7z++utUVFRw/fp1xowZw5w5c3jppZeYMGGCS19Xr15l6dKl/OQnPyEsLIyuri7efPNN/uVf/oXLly/j5eXFrFmzSEtL49lnn73n7+vo6CAxMZG4uDjS09Pdcs7+nChcioiISL8qKCigrKyMefPmkZCQgMVi4ejRo9TW1nLgwAGeeuopx1qz2UxAQACTJk3CbreTmZlJU1MTsbGxzJw5E6vVSklJCe+99x779u0jMDAQgOvXr5OWlkZHRwcvvPACX/3qV2lsbKS0tJSKigr279/P+PHjnfoyDIMRI0YQHBxMb28v69ato6KigpiYGBITE7l+/TolJSWkp6ezc+dOwsPDXX5bV1cXubm5tLW1/WlP4gCmcCkiIiL95tSpU5SVlZGQkMD69esd40FBQRQWFnLs2DFSU1Md44ZhEBERAcDhw4dpbGxkw4YNvPDCC441CxcuZOXKlezZs4cdO3YA8NOf/pQPP/yQXbt2MWfOHMfab33rW+Tm5vLzn//cqT7cCbJhYWEMGzaMkydPUlFRwYoVK8jKynKsiYuLIzExke3bt3PkyBGn4xsbG9m4cSONjY1uOFN/vvTMpYiIiPSbkpISvL29Wb16tdP44sWLSU1NJSAgwDHW3t5OQ0MDkZGRAFRUVDBs2DDi4uKcjn366aeZNm0a1dXVjrGKigomTZrkFCwB5s2bx8iRI53WAty6dYuqqipHrbNnzwIQHx/vtM7Pz4+QkBCampqw2WyO8f3795OSkkJ7eztJSUkPckqeOLpyKSIiMoB4FWZ9/qLH5JP8f3ik42/fvk1tbS1hYWF4e3sDd24jm0wmPD09XQKnYRh4eXkxe/ZsALZs2cK1a9cwmUxO63p7e7l+/TpDh356zay4uJgbN264/oZPPuGTTz5xWgt3nu28ceOGI4yuWbOGhIQEl2dAAa5duwbgtEd9fT2xsbFkZGRgsVg4dOjQFz4vTxqFSxERkQHE1HjhcbfwJ2O1WrHb7fj7+1NeXs6+fftoaGjAZDIRGhpKbm4uU6ZMcaw3m82Ehobi6ekJwPjx412ekwQ4efIkH374IfPmzXOM+fn59dnD4cOHuX37NqGhoU7jhmEwffp0x3E+Pj74+Pi4HH/+/Hnq6uoICgpi1KhRjvGCggJHnxaL5QuekSeTbouLiIhIv+jo6ADu3HLOz89n7ty5FBUVsWrVKmpra0lLS6O1tRWA7u5uKisrHc9b3ktjYyPbtm3DZDKRlpZ237WVlZX87Gc/w9vbm+TkZKc5s9n8ubXa2trIz88HcHkL/G6wFIVLERER6Sc3b94EoLm5mS1btpCVlUV0dDQvvvgiW7du5eOPP6a4uBiA2tpaOjs77xv46uvrycrKoqOjg5ycHJ555pl7rn3vvffIycmhp6eHgoICpyubra2tWCyW+9ayWq1kZmZy+fJlUlJSmD9//oP+/EFD4VJERET6hZeXFwC+vr4sWLDAaS4qKgo/Pz/HizRms5mpU6cyceLEPvcyDIOXXnoJm81GTk4OCQkJ96z7v//3/+av//qvuX37Nv/jf/wPp9vnd2uNHDmSWbNm9Xn8hQsXSEtLo6WlheTkZLKzs7/wbx6M9MyliIjIAHI7cObjbuFP5u7VwrFjx/Y5P27cOBoaGoA74fHum9t/rKSkhFdffZWhQ4dSWFjIc889d8+ae/fu5c0332TkyJH8+Mc/JiwszGWN2WwmPDwcDw/XWHT69Gk2bdqE3W4nOzublJSUz/2dg53CpYiIyADyqG9kD2Q+Pj5MnjyZlpYW7HY7w4cPd8z19PRgtVrx9/fnypUrNDU1sW7dOpc9Dh8+zI4dOxg1ahRFRUWEhITcs95rr73G//pf/4svf/nL7Nixw/GB9c+y2+2cO3euz1rl5eXk5eVhMpnYunUrMTExD/nLBxfdFhcREZF+s3TpUjo7Ozl48KDTeGlpKTabjUWLFmEYBt7e3gQHBzutOXPmDDt37mT06NEUFxffN1i+8847/K//9b+YPHmy01/u+WPV1dXY7XaX72FeunSJzZs34+Hhwa5duxQsH4CuXIqIiEi/SU5OxjAMiouLaW5uJiQkhPr6ekpLSwkMDGT58uXk5eURFhbmcpv6tddeo7e3l6ioKC5evMjFixdd9l+yZAmffPIJP/nJTwCIjo7m3LlzLuu8vLyIjo7GMAxmzJjh8omj3bt3Y7fbiYyMpK2tjbKyMpc9oqOjHc+RyqcULkVERKTfeHp6smfPHg4cOMCJEycoLy9nzJgxLFu2jIyMDEwmE1VVVaxdu9bpuCtXrji+H3n8+HGOHz/e5/5Llizh/fff5+OPPwZwuUJ618SJE4mOjubMmTMsXLjQaa67u9vxF3wMw8AwjD73KC0tVbjswxCbzdb7uJsQEREZLNrb25kwYcLjbkP+zA3kf0d65lJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERPpVT08Pb7/9NklJSURFRREbG0tBQQFtbW0ua2tqaggPD6e1tRUAm83Gtm3beP7554mIiGDx4sVs2LCB5uZml2OvXbvGj370I55//nmioqJISkqipKSE3t7ePvu6evUq4eHhVFZWAtDV1cXevXuJj48nIiKCmJgY1q5dS11d3X1/X0dHB7Gxsbz++usPeGaeDB6PuwEREREZXAoKCigrK2PevHkkJCRgsVg4evQotbW1HDhwgKeeesqx1mw2ExAQwKRJk7Db7WRmZtLU1ERsbCwzZ87EarVSUlLCe++9x759+wgMDATgD3/4AxkZGVy5coWEhAQmT57MmTNn+PGPf0xjYyPr16936cswDEaMGEFwcDC9vb2sW7eOiooKYmJiSExM5Pr165SUlJCens7OnTsJDw932aOrq4vc3Nw+g/JgoXApIiIi/ebUqVOUlZWRkJDgFPCCgoIoLCzk2LFjpKamOsYNwyAiIgKAw4cP09jYyIYNG3jhhRccaxYuXMjKlSvZs2cPO3bsAODQoUNYLBb+9m//lkWLFgEQHx9PTk4OJSUlfP/73ycgIMCpN7PZTFhYGMOGDePkyZNUVFSwYsUKsrKyHGvi4uJITExk+/btHDlyxOn4xsZGNm7cSGNjo5vO1p8n3RYXERGRflNSUoK3tzerV692Gl+8eDGpqalOga+9vZ2GhgYiIyMBqKioYNiwYcTFxTkd+/TTTzNt2jSqq6sdYzdv3mTmzJnExMQ4rf3Wt75Fb28v9fX1TuO3bt2iqqrKUevs2bPAnUD6WX5+foSEhNDU1ITNZnOM79+/n5SUFNrb20lKSnqQU/LE0ZVLERGRAeSTqlcedwv35BW685GOv337NrW1tYSFheHt7Q3cuY1sMpnw9PR0CZyGYeDl5cXs2bMB2LJlC9euXcNkMjmt6+3t5fr16wwd+uk1s//23/5bnz3cDZX+/v5O4zU1Ndy4cYM5c+YAsGbNGhISEvD19XXZ49q1awBO9err64mNjSUjIwOLxcKhQ4c+/4Q8oRQuRUREBpCejz943C38yVitVux2O/7+/pSXl7Nv3z4aGhowmUyEhoaSm5vLlClTHOvNZjOhoaF4enoCMH78eMaPH++y78mTJ/nwww+ZN29en3U/+eQTWltb+dWvfsUvf/lL5s+fz9e//nWnNYZhMH36dPz8/ADw8fHBx8fHZa/z589TV1dHUFAQo0aNcowXFBQ4+rRYLA92Yp4wui0uIiIi/aKjowO4c8s5Pz+fuXPnUlRUxKpVq6itrSUtLc3xVnh3dzeVlZWO5y3vpbGxkW3btmEymUhLS+tzzU9/+lOSkpI4ePAgX/nKV3jllVdc1pjN5s+t1dbWRn5+PgDp6elOc3eDpShcioiISD+5efMmAM3NzWzZsoWsrCyio6N58cUX2bp1Kx9//DHFxcUA1NbW0tnZed/AV19fT1ZWFh0dHeTk5PDMM8/0uW7u3Lm8+uqrrF69mt///vekpKRw4cIFx3xraysWi+W+taxWK5mZmVy+fJmUlBTmz5//MKdgUFC4FBERkX7h5eUFgK+vLwsWLHCai4qKws/Pz/EijdlsZurUqUycOLHPvQzD4KWXXsJms5GTk0NCQsI964aFhTFv3jxSU1P5yU9+QldXF3//93/vmDebzYwcOZJZs2b1efyFCxdIS0ujpaWF5ORksrOzH+h3DzZ65lJERGQAGTrq6cfdwp/M3ecZx44d2+f8uHHjaGhoAO6Ex7tvbv+xkpISXn31VYYOHUphYSHPPffcF+7ha1/7GlOnTuX99993jJnNZsLDw/HwcI1Fp0+fZtOmTdjtdrKzs0lJSfnCtQYrhUsREZEB5FHfyB7IfHx8mDx5Mi0tLdjtdoYPH+6Y6+npwWq14u/vz5UrV2hqamLdunUuexw+fJgdO3YwatQoioqKCAkJcVnT29vL8uXL8fT05Oc//7nLfGdnp6O23W7n3LlzfdYqLy8nLy8Pk8nE1q1bXT5rJH3TbXERERHpN0uXLqWzs5ODBw86jZeWlmKz2Vi0aBGGYeDt7U1wcLDTmjNnzrBz505Gjx5NcXFxn8ESYMiQIUyYMIG6ujree+89p7kTJ05w+fJloqOjAaiursZutzs+QXTXpUuX2Lx5Mx4eHuzatUvB8gHoyqWIiIj0m+TkZAzDoLi4mObmZkJCQqivr6e0tJTAwECWL19OXl4eYWFhLrepX3vtNXp7e4mKiuLixYtcvHjRZf8lS5YA8Morr/D//t//47//9/9OfHw8kydP5je/+Q3vvvsuU6ZMITMzE7hz+33GjBkunzjavXs3drudyMhI2traKCsrc6kVHR3teI5UPqVwKSIiIv3G09OTPXv2cODAAU6cOEF5eTljxoxh2bJlZGRkYDKZqKqqYu3atU7HXblyxfH9yOPHj3P8+PE+978bLqdMmcJbb73FT3/6U44fP05HRwd+fn4kJSWxatUqRo4cCdy5Grpw4UKnPbq7ux1/7ccwDAzD6LNWaWmpwmUfhthstt7H3YSIiMhg0d7ezoQJEx53G/JnbiD/O9IzlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIi0q96enp4++23SUpKIioqitjYWAoKCmhra3NZW1NTQ3h4OK2trQDYbDa2bdvG888/T0REBIsXL2bDhg00Nzd/bt2NGzcSHh6O1Wrtc/7q1auEh4dTWVkJQFdXF3v37iU+Pp6IiAhiYmJYu3YtdXV1963T0dFBbGwsr7/++uf29CTyeNwNiIiIyOBSUFBAWVkZ8+bNIyEhAYvFwtGjR6mtreXAgQM89dRTjrVms5mAgAAmTZqE3W4nMzOTpqYmYmNjmTlzJlarlZKSEt577z327dtHYGBgnzV/9atf8etf//q+fRmGwYgRIwgODqa3t5d169ZRUVFBTEwMiYmJXL9+nZKSEtLT09m5cyfh4eEue3R1dZGbm9tnUB4sFC5FRESk35w6dYqysjISEhJYv369YzwoKIjCwkKOHTtGamqqY9wwDCIiIgA4fPgwjY2NbNiwgRdeeMGxZuHChaxcuZI9e/awY8cOl5pWq5Vt27bh6enJzZs379mb2WwmLCyMYcOGcfLkSSoqKlixYgVZWVmONXFxcSQmJrJ9+3aOHDnidHxjYyMbN26ksbHxwU/ME0ThUkREZAB5/d3Cx93CPaV/J/+R9ygpKcHb25vVq1c7jS9evBiLxUJAQIBjrL29nYaGBl5++WUAKioqGDZsGHFxcU7HPv3000ybNo3q6mqXerdv32bz5s1MnjyZr371q5w8ebLPvm7dukVVVRWvvPIKAGfPngUgPj7eaZ2fnx8hISH8+7//OzabDR8fHwD2799PcXEx3t7eJCUlcejQoS9+Up4wCpciIiIDSEv7k3vV6/bt29TW1hIWFoa3tzdw5zayyWTC09PTJXAahoGXlxezZ88GYMuWLVy7dg2TyeS0rre3l+vXrzN0qOurJPv37+eDDz7grbfe4h//8R/v2VtNTQ03btxgzpw5AKxZs4aEhAR8fX1d1l67dg3AqV59fT2xsbFkZGRgsVgULkVERET+1KxWK3a7HX9/f8rLy9m3bx8NDQ2YTCZCQ0PJzc1lypQpjvVms5nQ0FA8PT0BGD9+POPHj3fZ9+TJk3z44YfMmzfPabyuro59+/bxyiuvMG3atPv2ZhgG06dPx8/PDwAfHx/HVcnPOn/+PHV1dQQFBTFq1CjHeEFBgaNPi8XyxU7IE0pvi4uIiEi/6OjoAO7ccs7Pz2fu3LkUFRWxatUqamtrSUtLc7wV3t3dTWVlpeN5y3tpbGxk27ZtmEwm0tLSHOM3btxg8+bNfPOb3+R73/ve5/ZmNps/t1ZbWxv5+XceDUhPT3eauxssRVcuRUREpJ/cfZmmubmZH//4xyxYsACA6Ohonn76aXJyciguLqawsJDa2lo6OzvvG/jq6+vJzs6mo6OD9evX88wzzzjmtm/fzu9//3v27t3LkCFD7ttXa2srFovlvrWsVitr1qzh8uXLpKSkMH/+/Af56YOKwqWIiMgA8pUJfX9K50ng5eUFgK+vryNY3hUVFYWfn5/jRRqz2czUqVOZOHFin3sZhsHGjRu5ceMGOTk5JCQkOOb+7d/+jV/+8pesX78eT09PbDYbcOelHbhzBfWzL+OYzWZGjhzJrFmz+qx14cIFcnJy+Oijj0hOTiY7O/uhz8FgoHApIiIygLjjjeyB6u7zjGPHju1zfty4cTQ0NAB3wmNkZGSf60pKSnj11VcZOnQohYWFPPfcc07z//7v/w5AUVERRUVFLscvX74cwCnIhoeH4+HhGotOnz7Npk2bsNvtZGdnk5KS8kV+6qCmcCkiIiL9wsfHh8mTJ9PS0oLdbmf48OGOuZ6eHqxWK/7+/ly5coWmpibWrVvnssfhw4fZsWMHo0aNoqioiJCQEJc1y5cvZ8mSJS7j//iP/0hFRQWFhYWOgGu32zl37lyftcrLy8nLy8NkMrF161ZiYmIe5ecPGgqXIiIi0m+WLl3K3r17OXjwoNMLOKWlpdhsNpYtW4ZhGHh7exMcHOx07JkzZ9i5cyejR4/mpz/96T3/Gs+0adP6fDu8rKwMgFmzZuHv7w9AdXU1drvd8Qmiuy5dusTmzZvx8PBg586dfPOb33yUnz2oKFyKiIhIv0lOTsYwDIqLi2lubiYkJIT6+npKS0sJDAxk+fLl5OXlERYW5nKb+rXXXqO3t5eoqCguXrzIxYsXXfbv64rl/RiGwYwZM1w+cbR7927sdjuRkZG0tbU5gulnRUdHO54jlU8pXIqIiEi/8fT0ZM+ePRw4cIATJ05QXl7OmDFjWLZsGRkZGZhMJqqqqli7dq3TcVeuXHF8P/L48eMcP368z/0fNFyeOXOGhQsXOo11d3c7/tqPYRgYhtHnsaWlpQqXfRhis9l6H3cTIiIig0V7ezsTJkx43G3In7mB/O9IH1EXEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG38XjcDYiIiMjg0tPTw9GjRyktLaWlpYXRo0cTFhZGZmYmvr6+TmtramrIyMjgnXfeYdKkSdhsNt544w3+4z/+g/b2dkaOHMk3v/lNMjIy+OpXv+p07M9+9jOKi4v77OEHP/gB6enpTmNXr15l6dKl/OQnPyEsLIyuri7efPNN/uVf/oXLly/j5eXFrFmzSEtL49lnn73n7+vo6CAxMZG4uDiXGoOBwqWIiIj0q4KCAsrKypg3bx4JCQlYLBaOHj1KbW0tBw4c4KmnnnKsNZvNBAQEMGnSJOx2O5mZmTQ1NREbG8vMmTOxWq2UlJTw3nvvsW/fPgIDAx3HNjQ04OXlxQ9/+EOXHqZPn+4yZhgGI0aMIDg4mN7eXtatW0dFRQUxMTEkJiZy/fp1SkpKSE9PZ+fOnYSHh7vs0dXVRW5uLm1tbW46W39+FC5FRESk35w6dYqysjISEhJYv369YzwoKIjCwkKOHTtGamqqY9wwDCIiIgA4fPgwjY2NbNiwgRdeeMGxZuHChaxcuZI9e/awY8cOx/ilS5eYNm0aS5Ys+UK9mc1mwsLCGDZsGCdPnqSiooIVK1aQlZXlWBMXF0diYiLbt2/nyJEjTsc3NjayceNGGhsbH+ykPGH0zKWIiIj0m5KSEry9vVm9erXT+OLFi0lNTSUgIMAx1t7eTkNDA5GRkQBUVFQwbNgw4uLinI59+umnmTZtGtXV1Y6xrq4ufve73zFt2rQv1NetW7eoqqpy1Dp79iwA8fHxTuv8/PwICQmhqakJm83mGN+/fz8pKSm0t7eTlJT0hWo+qXTlUkREZAD5xS9+8bhbuKfnn3/+kY6/ffs2tbW1hIWF4e3tDdwJgSaTCU9PT5fAaRgGXl5ezJ49G4AtW7Zw7do1TCaT07re3l6uX7/O0KGfXjNrbGykp6fHcZvcbrdjMpnw8Og7+tTU1HDjxg3mzJkDwJo1a0hISHB5BhTg2rVrAE716uvriY2NJSMjA4vFwqFDhx7o3DxJFC5FREQGkCf5WT2r1Yrdbsff35/y8nL27dtHQ0MDJpOJ0NBQcnNzmTJlimO92WwmNDQUT09PAMaPH8/48eNd9j158iQffvgh8+bNc4xdunQJuBP6vve972GxWBg6dCjBwcG88sorfO1rX3PawzAMpk+fjp+fHwA+Pj74+Pi41Dp//jx1dXUEBQUxatQox3hBQYGjT4vF8pBn6Mmg2+IiIiLSLzo6OoA7t5zz8/OZO3cuRUVFrFq1itraWtLS0mhtbQWgu7ubyspKx/OW99LY2Mi2bdswmUykpaU5xu+Gy9raWuLj49m2bRtpaWl88MEHvPjii1y4cMFpH7PZ/Lm12trayM/PB3B5C/xusBRduRQREZF+cvPmTQCam5v58Y9/zIIFCwCIjo7m6aefJicnh+LiYgoLC6mtraWzs/O+ga++vp7s7Gw6OjpYv349zzzzjGPuL/7iL/D29iYpKclxBXLevHlERESQlpbGa6+9xr59+wBobW3FYrHct5bVamXNmjVcvnyZlJQU5s+f/6in44mlcCkiIiL9wsvLCwBfX19HsLwrKioKPz8/x4s0ZrOZqVOnMnHixD73MgyDjRs3cuPGDXJyckhISHDZLyoqyuW4mTNn8o1vfIPz58/T2dmJt7c3ZrOZkSNHMmvWrD5rXbhwgZycHD766COSk5PJzs5+4N8+mChcioiIDCB9vUDypLj7POPYsWP7nB83bhwNDQ3AnfB4983tP1ZSUsKrr77K0KFDKSws5LnnnnugPsaOHUtvby+ffPKJI1yGh4f3+bLP6dOn2bRpE3a7nezsbFJSUh6o1mCkcCkiIjKAPOob2QOZj48PkydPpqWlBbvdzvDhwx1zPT09WK1W/P39uXLlCk1NTaxbt85lj8OHD7Njxw5GjRpFUVERISEhLmt6e3tZuXIlcOcTQX+sqakJb29vxowZg91u59y5c33WKi8vJy8vD5PJxNatW4mJiXmEXz946IUeERER6TdLly6ls7OTgwcPOo2XlpZis9lYtGgRhmHg7e1NcHCw05ozZ86wc+dORo8eTXFxcZ/BEmDIkCGMHj2aCxcucPr0aae5d999l6amJpYsWYLJZKK6uhq73e74BNFdly5dYvPmzXh4eLBr1y4FywegK5ciIiLSb5KTkzEMg+LiYpqbmwkJCaG+vp7S0lICAwNZvnw5eXl5hIWFudymfu211+jt7SUqKoqLFy9y8eJFl/3v/jWel19+mbq6OjZu3MgLL7zAV7/6VX7zm9/w7rvvMm3aNDIzM4E7t99nzJjh8omj3bt3Y7fbiYyMpK2tjbKyMpda0dHRjudI5VMKlyIiItJvPD092bNnDwcOHODEiROUl5czZswYli1bRkZGBiaTiaqqKtauXet03JUrVxzfjzx+/DjHjx/vc/+74XLatGm89dZbFBcXc/LkSTo6OpgwYQJJSUmsXLnS8ffLz5w5w8KFC5326O7udvy1H8MwMAyjz1qlpaUKl30YYrPZeh93EyIiIoNFe3s7EyZMeNxtyJ+5gfzvSM9cioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIhIv+rp6eHtt98mKSmJqKgoYmNjKSgooK2tzWVtTU0N4eHhtLa2AmCz2di2bRvPP/88ERERLF68mA0bNtDc3NxnrRMnTrBq1SrmzZvHt7/9bdavX4/FYulz7dWrVwkPD6eyshKArq4u9u7dS3x8PBEREcTExLB27Vrq6uru+/s6OjqIjY3l9ddff4Cz8uRQuBQREZF+VVBQwKuvvoq/vz9r164lJiaGX//612RkZNDR0eG01mw2ExAQwKRJk7Db7WRmZlJSUkJYWBi5ubnExcXx3nvvsXLlShobG52OLS4uJj8/n2HDhpGdnc13v/tdKisrSUtLw2q1uvRlGAYjRowgODiY3t5e1q1bx5tvvsmMGTP467/+a77//e/z/vvvk56eztmzZ/v8bV1dXeTm5vYZlAcLj8fdgIiIiAwep06doqysjISEBNavX+8YDwoKorCwkGPHjpGamuoYNwyDiIgIAA4fPkxjYyMbNmzghRdecKxZuHAhK1euZM+ePezYsQOADz74gDfffJOoqCiKioowmUwAhIeH89JLL/HWW2+xYcMGp97MZjNhYWEMGzaMkydPUlFRwYoVK8jKynKsiYuLIzExke3bt3PkyBGn4xsbG9m4caNLyB1sdOVSRERE+k1JSQne3t6sXr3aaXzx4sWkpqYSEBDgGGtvb6ehoYHIyEgAKioqGDZsGHFxcU7HPv3000ybNo3q6mrH2DvvvENPTw85OTmOYAkQEhJCeno6X//61532uHXrFlVVVY5ad69MxsfHO63z8/MjJCSEpqYmbDabY3z//v2kpKTQ3t5OUlLSg56WJ4quXIqIiAwgR777Px93C/f0V6XJj3T87du3qa2tJSwsDG9vb+DObWSTyYSnp6dL4DQMAy8vL2bPng3Ali1buHbtmlNYBOjt7eX69esMHfrpNbOqqioCAwPx9/cH7oTHnp4ehg8fzg9+8AOX3mpqarhx4wZz5swBYM2aNSQkJODr6+uy9tq1awBO9err64mNjSUjIwOLxcKhQ4ce+Pw8KRQuRUREBpArNZcfdwt/MlarFbvdjr+/P+Xl5ezbt4+GhgZMJhOhoaHk5uYyZcoUx3qz2UxoaCienp4AjB8/nvHjx7vse/LkST788EPmzZsH3AmSra2tREZGUl1dzZ49e/jNb34DwLPPPssrr7zCN77xDac9DMNg+vTp+Pn5AeDj44OPj49LrfPnz1NXV0dQUBCjRo1yjBcUFDj6vNcLQ4OFbouLiIhIv7j7ss7Zs2fJz89n7ty5FBUVsWrVKmpra0lLS3O8Fd7d3U1lZaXject7aWxsZNu2bZhMJtLS0gD4wx/+QE9PD83NzWRnZ/PMM8/wox/9iDVr1mCxWMjMzHSEzbvMZvPn1mprayM/Px+A9PR0p7m7wVJ05VJERET6yc2bNwFobm7mxz/+MQsWLAAgOjqap59+mpycHIqLiyksLKS2tpbOzs77Br76+nqys7Pp6Ohg/fr1PPPMM051WlpaePnll0lO/vR2flhYGCtWrGDnzp288cYbALS2tmKxWO5by2q1smbNGi5fvkxKSgrz589/tJPxBNOVSxEREekXXl5eAPj6+jqC5V1RUVH4+fk5XqQxm81MnTqViRMn9rmXYRi89NJL2Gw2cnJySEhIcKljMpmcxgG+9rWv8Y1vfIP/+3//L5988omj1siRI5k1a1aftS5cuEBaWhotLS0kJyeTnZ39EL9+8NCVSxERkQHky7P7DlNPgrvPM44dO7bP+XHjxtHQ0ADcCY9339z+YyUlJbz66qsMHTqUwsJCnnvuOaf5p556Cm9vbzw8PBg+fHifdXp7e+ns7MTLywuz2Ux4eDgeHq6x6PTp02zatAm73U52djYpKSkP9JsHI4VLERGRAeRR38geyHx8fJg8eTItLS3Y7Xan4NfT04PVasXf358rV67Q1NTEunXrXPY4fPgwO3bsYNSoURQVFRESEuKyZsiQIcycOZOqqira2tpc3vj+3e9+h5eXF2PHjsVut3Pu3Lk+a5WXl5OXl4fJZGLr1q3ExMS44Sw8+XRbXERERPrN0qVL6ezs5ODBg07jpaWl2Gw2Fi1ahGEYeHt7Exwc7LTmzJkz7Ny5k9GjR1NcXNxnsPxsnd7eXoqLi132qK+vJyYmhqFDh1JdXY3dbnd8guiuS5cusXnzZjw8PNi1a5eC5QPQlUsRERHpN8nJyRiGQXFxMc3NzYSEhFBfX09paSmBgYEsX76cvLw8wsLCXG5Tv/baa/T29hIVFcXFixe5ePGiy/5LliwB4Nvf/janTp3il7/8JR999BHz5s3jd7/7Hf/0T//EhAkTHH91xzAMZsyY4fKJo927d2O324mMjKStrY2ysjKXWtHR0Y7nO+VTCpciIiLSbzw9PdmzZw8HDhzgxIkTlJeXM2bMGJYtW0ZGRgYmk4mqqirWrl3rdNyVK1cc3488fvw4x48f73P/u+ES4G//9m95++23+cUvfsFrr73GyJEjWbRoEZmZmY4weebMGRYuXOi0R3d3t+Ov/RiGgWEYfdYqLS1VuOzDEJvN1vu4mxARERks2tvbmTBhwuNuQ/7MDeR/R3rmUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcxuNxNyAiIiKDS09PD0ePHqW0tJSWlhZGjx5NWFgYmZmZ+Pr6Oq2tqakhIyODd955h0mTJmGz2XjjjTf4j//4D9rb2xk5ciTf/OY3ycjI4Ktf/arjuPDw8M/t4+zZs07/ffXqVZYuXcpPfvITwsLC6Orq4s033+Rf/uVfuHz5Ml5eXsyaNYu0tDSeffbZe+7b0dFBYmIicXFxpKenP9jJeQIoXIqIiEi/KigooKysjHnz5pGQkIDFYuHo0aPU1tZy4MABnnrqKcdas9lMQEAAkyZNwm63k5mZSVNTE7GxscycOROr1UpJSQnvvfce+/btIzAw0FGjL++99x5lZWUsWLDAZc4wDEaMGEFwcDC9vb2sW7eOiooKYmJiSExM5Pr165SUlJCens7OnTv7DLBdXV3k5ubS1tbmprP150fhUkRERPrNqVOnKCsrIyEhgfXr1zvGg4KCKCws5NixY6SmpjrGDcMgIiICgMOHD9PY2MiGDRt44YUXHGsWLlzIypUr2bNnDzt27ABgyZIlLrWvXr3Ka6+9RkBAAPn5+S7zZrOZsLAwhg0bxsmTJ6moqGDFihVkZWU51sTFxZGYmMj27ds5cuSI0/GNjY1s3LiRxsbGhzw7TwY9cykiIiL9pqSkBG9vb1avXu00vnjxYlJTUwkICHCMtbe309DQQGRkJAAVFRUMGzaMuLg4p2Offvpppk2bRnV19X1rFxUV8fvf/56/+Zu/wdvb22nu1q1bVFVVOWrdvWUeHx/vtM7Pz4+QkBCampqw2WyO8f3795OSkkJ7eztJSUlf4Ew8uXTlUkREZABZdHzg3k7951jfz190H7dv36a2tpawsDBHuOvq6sJkMuHp6ekSOA3DwMvLi9mzZwOwZcsWrl27hslkclrX29vL9evXGTr03tfMzp49y//5P/+HJUuWEBIS4jJfU1PDjRs3mDNnDgBr1qwhISHB5RlQgGvXrgE41auvryc2NpaMjAwsFguHDh36IqfkiaRwKSIiMoBUtt963C38yVitVux2O/7+/pSXl7Nv3z4aGhowmUyEhoaSm5vLlClTHOvNZjOhoaF4enoCMH78eMaPH++y78mTJ/nwww+ZN2/ePWv/wz/8Ax4eHmRmZvY5bxgG06dPx8/PDwAfHx98fHxc1p0/f566ujqCgoIYNWqUY7ygoMDRp8Vi+fyT8QTTbXERERHpFx0dHcCdq4j5+fnMnTuXoqIiVq1aRW1tLWlpabS2tgLQ3d1NZWWl43nLe2lsbGTbtm2YTCbS0tL6XHP+/HkuXLjAkiVL+PKXv9znGrPZ/Lm12traHM9q/vFb4HeDpShcioiISD+5efMmAM3NzWzZsoWsrCyio6N58cUX2bp1Kx9//DHFxcUA1NbW0tnZed/AV19fT1ZWFh0dHeTk5PDMM8/0ue6f/umfAEhJSelzvrW1FYvFct9aVquVzMxMLl++TEpKCvPnz/9Cv3kwUrgUERGRfuHl5QWAr6+vy6eAoqKi8PPzc7xIYzabmTp1KhMnTuxzL8MweOmll7DZbOTk5JCQkNDnulu3bmEYBs888wxTp07tc43ZbGbkyJHMmjWrz/kLFy6QlpZGS0sLycnJZGdnf6HfO1jpmUsREZEBJGzCsMfdwp/M3ecZx44d2+f8uHHjaGhoAO6Ex7tvbv+xkpISXn31VYYOHUphYSHPPffcPWtWVVXR2dnJ4sWL77nGbDYTHh6Oh4drLDp9+jSbNm3CbreTnZ19z6uf8imFSxERkQHkUd/IHsh8fHyYPHkyLS0t2O12hg8f7pjr6enBarXi7+/PlStXaGpqYt26dS57HD58mB07djBq1CiKior6fPP7s2pqagD4i7/4iz7n7XY7586d67NWeXk5eXl5mEwmtm7dSkxMzIP83EFLt8VFRESk3yxdupTOzk4OHjzoNF5aWorNZmPRokUYhoG3tzfBwcFOa86cOcPOnTsZPXo0xcXFnxssAd5//328vLzueUu8uroau93u+ATRXZcuXWLz5s14eHiwa9cuBcsHoCuXIiIi0m+Sk5MxDIPi4mKam5sJCQmhvr6e0tJSAgMDWb58OXl5eYSFhbncpn7ttdfo7e0lKiqKixcvcvHiRZf9//gv81gsFvz8/O75DUzDMJgxY4bLJ452796N3W4nMjKStrY2ysrKXI6Njo52PEcqn1K4FBERkX7j6enJnj17OHDgACdOnKC8vJwxY8awbNkyMjIyMJlMVFVVsXbtWqfjrly54vh+5PHjxzl+/Hif+/9xuLx+/TpBQUH37OfMmTMsXLjQaay7u9vx134Mw8AwjD6PLS0tVbjswxCbzdb7uJsQEREZLNrb25kwYcLjbkP+zA3kf0d65lJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERET6VU9PD2+//TZJSUlERUURGxtLQUEBbW1tLmtramoIDw+ntbUVAJvNxrZt23j++eeJiIhg8eLFbNiwgebmZpdjP/zwQ7Zs2cKSJUuIiIjgu9/9Lj/96U+5efNmn31dvXqV8PBwKisrAejq6mLv3r3Ex8cTERFBTEwMa9eupa6u7r6/r6Ojg9jYWF5//fUHPDNPBo/H3YCIiIgMLgUFBZSVlTFv3jwSEhKwWCwcPXqU2tpaDhw4wFNPPeVYazabCQgIYNKkSdjtdjIzM2lqaiI2NpaZM2ditVopKSnhvffeY9++fQQGBgLwhz/8gR/84AdcvXqVuLg4ZsyYQVVVFT//+c95//332bVrl0tfhmEwYsQIgoOD6e3tZd26dVRUVBATE0NiYiLXr1+npKSE9PR0du7cSXh4uMseXV1d5Obm9hmUBwuFSxEREek3p06doqysjISEBNavX+8YDwoKorCwkGPHjpGamuoYNwyDiIgIAA4fPkxjYyMbNmzghRdecKxZuHAhK1euZM+ePezYsQOAX/ziF1itVlavXu3YLz4+ni1btvDLX/6SM2fOMGfOHKfezGYzYWFhDBs2jJMnT1JRUcGKFSvIyspyrImLiyMxMZHt27dz5MgRp+MbGxvZuHEjjY2Nbjpbf550W1xERET6TUlJCd7e3qxevdppfPHixaSmphIQEOAYa29vp6GhgcjISAAqKioYNmwYcXFxTsc+/fTTTJs2jerqasfYb3/7WwDmzp3rtDY6OhqAixcvOo3funWLqqoqR62zZ88CdwLpZ/n5+RESEkJTUxM2m80xvn//flJSUmhvbycpKekLnYsnla5cioiIDCBehVmfv+gx+ST/Hx7p+Nu3b1NbW0tYWBje3t7AndvIJpMJT09Pl8BpGAZeXl7Mnj0bgC1btnDt2jVMJpPTut7eXq5fv87QoZ9eM5syZQoA//mf/+m4VQ5gsVgAmDBhgtMeNTU13Lhxw3E1c82aNSQkJODr6+vyO65duwbgVK++vp7Y2FgyMjKwWCwcOnToAc7Mk0XhUkREZAAxNV543C38yVitVux2O/7+/pSXl7Nv3z4aGhowmUyEhoaSm5vrCIVw5zZ1aGgonp6eAIwfP57x48e77Hvy5Ek+/PBD5s2b5xj77ne/S3l5OTt37mT48OEEBQVx/vx5fvaznxEYGMh//a//1WkPwzCYPn06fn5+APj4+ODj4+NS6/z589TV1REUFMSoUaMc4wUFBY4+7wbYwUq3xUVERKRfdHR0AHduOefn5zN37lyKiopYtWoVtbW1pKWlOd4K7+7uprKy0vG85b00Njaybds2TCYTaWlpjvERI0aQmZlJb28vubm5PP/88+Tn5zNu3Dj+/u//ni996UtO+5jN5s+t1dbWRn5+PgDp6elOc3eDpShcioiISD+5+wmg5uZmtmzZQlZWFtHR0bz44ots3bqVjz/+mOLiYgBqa2vp7Oy8b+Crr68nKyuLjo4OcnJyeOaZZxxzJ06cYPXq1fT29vLyyy+zbds2fvCDH9De3k56ejpXr151rG1tbcVisdy3ltVqJTMzk8uXL5OSksL8+fMf9XQ8sXRbXERERPqFl5cXAL6+vixYsMBpLioqCj8/P8eLNGazmalTpzJx4sQ+9zIMg40bN3Ljxg1ycnJISEhwmt+zZw/Dhw9n3759TJo0CYD58+cTGhpKZmYmO3bs4Ec/+pGj1siRI5k1a1aftS5cuEBOTg4fffQRycnJZGdnP/xJGAQULkVERAaQ24EzH3cLfzJ3n2ccO3Zsn/Pjxo2joaEBuBMe7765/cdKSkp49dVXGTp0KIWFhTz33HNO8zabjba2NiIjIx3B8q6QkBCmTJni+FA63AmX4eHheHi4xqLTp0+zadMm7HY72dnZpKSkfPEfPEgpXIqIiAwgj/pG9kDm4+PD5MmTaWlpwW63M3z4cMdcT08PVqsVf39/rly5QlNTE+vWrXPZ4/Dhw+zYsYNRo0ZRVFRESEiIyxoPDw+GDBlCT09Pn33cvn2b3t5eAOx2O+fOneuzVnl5OXl5eZhMJrZu3UpMTMzD/vRBRc9cioiISL9ZunQpnZ2dHDx40Gm8tLQUm83GokWLMAwDb29vgoODndacOXOGnTt3Mnr0aIqLi/sMlgAjR47kv/yX/0JlZSWXLl1y2aOlpYVvfetbAFRXV2O3210+qH7p0iU2b96Mh4cHu3btUrB8ALpyKSIiIv0mOTkZwzAoLi6mubmZkJAQ6uvrKS0tJTAwkOXLl5OXl0dYWJjLberXXnuN3t5eoqKiuHjxosuH0AGWLFkCwPr160lPTyc9PZ34+HgmT57MpUuXKC0tZdy4cY7nJg3DYMaMGS6fONq9ezd2u53IyEja2tooKytzqRUdHe14jlQ+pXApIiIi/cbT05M9e/Zw4MABTpw4QXl5OWPGjGHZsmVkZGRgMpmoqqpi7dq1TsdduXLF8f3I48ePc/z48T73vxsup0+fzoEDB3jjjTc4fvw4v//97xk3bhzf+c53ePHFFx0fUT9z5gwLFy502qO7u9vx134Mw8AwjD5rlZaWKlz2YYjNZut93E2IiIgMFu3t7S5/HUbkQQ3kf0d65lJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERPpVT08Pb7/9NklJSURFRREbG0tBQQFtbW0ua2tqaggPD6e1tRUAm83Gtm3beP7554mIiGDx4sVs2LCB5uZml2OvXLnC5s2bWbx4MfPnz2fFihWUlZXds6+rV68SHh5OZWUlAF1dXezdu5f4+HgiIiKIiYlh7dq11NXV3ff3dXR0EBsby+uvv/4AZ+XJ4fG4GxAREZHBpaCggLKyMubNm0dCQgIWi4WjR49SW1vLgQMHeOqppxxrzWYzAQEBTJo0CbvdTmZmJk1NTcTGxjJz5kysVislJSW899577Nu3j8DAQAAuX77MypUruX79Ot/5zneYOXMm1dXVbN68mQ8++IC1a9e69GUYBiNGjCA4OJje3l7WrVtHRUUFMTExJCYmcv36dUpKSkhPT2fnzp2Eh4e77NHV1UVubm6fQXmwULgUERGRfnPq1CnKyspISEhg/fr1jvGgoCAKCws5duwYqampjnHDMIiIiADg8OHDNDY2smHDBl544QXHmoULF7Jy5Ur27NnDjh07ANi1axfXrl3jhz/8IX/5l38JQEJCAl/+8pc5ePAg8+fPJyQkxKk3s9lMWFgYw4YN4+TJk1RUVLBixQqysrIca+Li4khMTGT79u0cOXLE6fjGxkY2btxIY2Ojm87WnyfdFhcREZF+U1JSgre3N6tXr3YaX7x4MampqQQEBDjG2tvbaWhoIDIyEoCKigqGDRtGXFyc07FPP/0006ZNo7q6GoBbt25hGAZf+cpXnEIowMqVKwF45513nMZv3bpFVVWVo9bZs2cBiI+Pd1rn5+dHSEgITU1N2Gw2x/j+/ftJSUmhvb2dpKSkBzonTxpduRQRERlAPql65XG3cE9eoTsf6fjbt29TW1tLWFgY3t7ewJ3byCaTCU9PT5fAaRgGXl5ezJ49G4AtW7Zw7do1TCaT07re3l6uX7/O0KF3rpnZbDbsdjvTp09nyJAhTmufeuopxowZw4ULF5zGa2pquHHjBnPmzAFgzZo1JCQk4Ovr6/I7rl27BuCoB1BfX09sbCwZGRlYLBYOHTr0wOfnSaFwKSIiMoD0fPzB427hT8ZqtWK32/H396e8vJx9+/bR0NCAyWQiNDSU3NxcpkyZ4lhvNpsJDQ3F09MTgPHjxzN+/HiXfU+ePMmHH37IvHnzAPDy8gKgs7PTZe3t27fp6Oigq6vLadwwDKZPn46fnx8APj4++Pj4uBx//vx56urqCAoKYtSoUY7xgoICR58Wi+VBTssTR7fFRUREpF90dHQAd2455+fnM3fuXIqKili1ahW1tbWkpaU53grv7u6msrLS8bzlvTQ2NrJt2zZMJhNpaWkAjBw5ksDAQM6fP8/ly5ed1p86dYru7m7sdrvTuNls/txabW1t5OfnA5Cenu40dzdYisKliIiI9JObN28C0NzczJYtW8jKyiI6OpoXX3yRrVu38vHHH1NcXAxAbW0tnZ2d9w189fX1ZGVl0dHRQU5ODs8884xjLj09Hbvdzssvv8yZM2ewWq386le/4u/+7u8YNWoUHh6f3rxtbW3FYrHct5bVaiUzM5PLly+TkpLC/PnzH/V0PLF0W1xERET6xd3b1b6+vixYsMBpLioqCj8/P8eLNGazmalTpzJx4sQ+9zIMg40bN3Ljxg1ycnJISEhwml+wYAGbNm1i586dvPzyywCMHj2al19+mV//+tdOb3SbzWZGjhzJrFmz+qx14cIFcnJy+Oijj0hOTiY7O/vhTsAgoXApIiIygAwd9fTjbuFP5u7zjGPHju1zfty4cTQ0NAB3wuPdN7f/WElJCa+++ipDhw6lsLCQ5557rs91S5cuZfHixVy6dImhQ4cyffp0PD09eeONN5g8ebJjndlsJjw83Olq5l2nT59m06ZN2O12srOzSUlJeaDfPBgpXIqIiAwgj/pG9kDm4+PD5MmTaWlpwW63M3z4cMdcT08PVqsVf39/rly5QlNTE+vWrXPZ4/Dhw+zYsYNRo0ZRVFTk8q3KuwzD4OOPP2bJkiU8++yzjvH//M//5MqVK3znO98BwG63c+7cuT5rlZeXk5eXh8lkYuvWrcTExDzqKRgU9MyliIiI9JulS5fS2dnJwYMHncZLS0ux2WwsWrQIwzDw9vYmODjYac2ZM2fYuXMno0ePpri4+J7BEuCf//mfKSgo4Le//a1j7NatW+zevZvhw4c7vl9ZXV2N3W53fILorkuXLrF582Y8PDzYtWuXguUD0JVLERER6TfJyckYhkFxcTHNzc2EhIRQX19PaWkpgYGBLF++nLy8PMLCwlxuU7/22mv09vYSFRXFxYsXuXjxosv+S5YsAWD58uX827/9G2vWrGHZsmV86UtfoqysjLq6OvLy8hyfNDIMgxkzZrh84mj37t3Y7XYiIyNpa2vr82+SR0dHO54jlU8pXIqIiEi/8fT0ZM+ePRw4cIATJ05QXl7OmDFjWLZsGRkZGZhMJqqqqlz+9veVK1cc3488fvw4x48f73P/u+EyMDCQvXv3UlxczFtvvUVPTw8zZsxg9+7dfOtb33KsP3PmDAsXLnTao7u72/HXfgzDwDCMPmuV/v/s3X1cVGX+P/6X3DaCgDfIEjWuKWRpiiaQzqbylSQLSfMOlA0Sg7wjKditTSLYttpaN3K3XItWa3fdj7muwpqs+2H9mH3OARQZ8TN5M0BIyIAzmw4qOgPDzO8Pf06ezuDtCUhez8fDR831vs51XWce/PF6XOdmduxguHShn9lsdvT0IoiIiPoKk8mEwMDAnl4G/cD15r8j3nNJRERERIphuCQiIiIixTBcEhEREZFiGC6JiIiISDEMl0RERESkGIZLIiIiIlIMwyURERERKYbhkoiIiIgUw3BJRERERIphuCQiIiIixTBcEhEREZFiGC6JiIiISDEMl0RERESkGIZLIiIi6lZ2ux2ffvopFi1ahIcffhhxcXHIy8uD0WiU9dVqtYiMjERTUxMAoK2tDe+99x7mzp2Lhx9+GPPmzcOmTZtgs9lkx1osFmzYsAFPPvmks++f//xndHZ2ulzXqVOnEBkZiQMHDjiPX79+PebOnYvJkydj+vTpyMzMhE6nu+r5nTt3DnFxcfjggw9u9Ku5LXj09AKIiIiob8nLy0NJSQmmTJmCefPmoaGhAX/7299w6NAhfPLJJxgwYICzryiKUKvVCAkJgc1mQ2ZmJv7v//4P8fHxuPfee3H48GG8//77qK6uxjvvvOM8zm6348UXX0RZWRlmzZqF0aNHo6KiAuvWrcPXX3+NX/ziF7J1CYKA/v37Izw8HA6HA9nZ2aioqMD06dORmJiIM2fOYNu2bUhLS0NBQQEiIyNlY1gsFmRlZbkMyn0FwyURERF1m71796KkpATz5s3Dz372M2d7aGgo8vPz8fe//x3JycnOdkEQMHnyZABASUkJDh06hJUrV+Kpp54CADz55JPw9fXFp59+iv379zsD37///W+IoogVK1Y4x5szZw7eeOMNbN++HfHx8RgzZoxkbaIoIiIiAp6enti9ezcqKiqQkpKC5cuXO/vEx8cjMTERa9euxZYtWyTH19XVYc2aNairq1PwG/vh4WVxIiIi6jbbtm2Dj48PVqxYIWmfMWMGkpOToVarnW0mkwm1tbXQaDQAgPPnz2PkyJF44oknJMdGRUUBAI4dO+Zs++yzz+Dp6YkFCxZI+l4OpTt37pS0d3R0oLKy0jnX/v37AQBz586V9AsKCsKECRNQX18Ps9nsbN+0aROSkpJgMpmwaNGi6/syblPcuSQiIupFPvgsv6eX0KW0x1+5peM7Oztx6NAhREREwMfHB8Cly8ju7u7w8vKSBU5BEKBSqTB+/HgAQGJiIhITE2XjHj9+HAAQHBzsbNPpdBgxYgRUKpWkb0hICAYOHIgvv/xS0q7VanHhwgVMmjQJALBq1SrMmzcPQ4cOlc13+vRpAICb27d7dMePH0dcXBzS09PR0NCAzZs3X9+XchtiuCQiIupFGk237yVVg8EAq9WKO++8E3v27EFhYSFqa2vh7u6OiRMnIisrC8OGDXP2F0UREydOhJeXl2wsq9WK5uZm7N27F3/84x8xevRoTJs2DcClwHr27FlnKP2uoUOHwmAwSNoEQcDIkSMRFBQEAAgICEBAQIDs2Orqauh0OoSGhsLPz8/ZnpeX51xnQ0PDDX0vtxteFiciIqJuce7cOQCXLjm/8sor+MlPfoK33noLS5YswaFDh5Camup8Ktxms+HAgQPO+y2/a8eOHViwYAHef/99DBgwAD//+c/h6ekJ4NLlcwDo37+/y2PvuOMOXLx4UdImimKXc11mNBrxyiuXdm/T0tIkNVcBuK9iuCQiIqJu0d7eDgA4ceIEfvnLX2L58uWYNm0annnmGbz++us4e/YsNmzYAAA4dOgQ2traugx8Y8aMwdtvv42srCx4eXkhNTUVX3zxBQDA4XBI/vtdDocD7u7uzs9NTU1oaGi4arg0GAxYtmwZmpubkZSUhKlTp974F9BH8LI4ERERdYvL9z8OHToU0dHRktrDDz+MoKAg54M0oihi+PDhkvsorzR69Gjn/0+dOhUJCQn4zW9+g4cffti5Y2mxWFwea7FYnPd8Xp7L19cXY8eOddn/yJEjeOGFF/DNN99g8eLFyMjIuM4z7psYLomIiHqRuwNH9PQSvjeX72ccNGiQy/rgwYNRW1sL4NI9kJef3L6ecSdMmIAvvvgCZrPZeb9kV++aNBqNktAqiiIiIyPh4SGPRZ9//jlycnJgtVqRkZGBpKSk61pTX8ZwSURE1Ivc6hPZvVlAQADuuusuNDY2wmq1wtvb21mz2+0wGAy488470dLSgvr6emRnZ0uOz8zMxFdffYVt27bJguCFCxfg5ubmvPdx9OjRqKyshMViwR133OHs19TUBLPZjNjYWACXHgw6ePCgbC4A2LNnD15++WW4u7vj9ddfx/Tp0xX7Lm5nvOeSiIiIus2sWbPQ1taGP//5z5L2HTt2wGw245FHHoEgCPDx8UF4eLikT3BwMJqbm/GPf/xD0q7VaqHVahEREeG8JP7oo4/CarXKXnT+ySefAADi4uIAAFVVVbBarc5XEF1WU1OD3NxceHh44N1332WwvAHcuSQiIqJus3jxYgiCgA0bNuDEiROYMGECjh8/jh07dmDEiBH46U9/ipdffhkRERGy3cmlS5dCFEW8/fbbOH78OO6991589dVX2L59OwICAiS/+DNjxgwUFRXh/fffh8FgwP3334/y8nL8+9//xvz583HvvfcCuHT5PSwsDEOGDJHMtW7dOlitVmg0GhiNRpSUlMjOZdq0abL3aBLDJREREXUjLy8v/P73v8cnn3yCf/7zn9izZw8GDhyI+fPnIz09He7u7qisrERmZqbs2EGDBmHjxo3YsGEDvvjiCxQVFWHw4MF4/PHHsXTpUgQGBjr79uvXD2vXrsWHH36If/3rX/jss89w5513IjMzEwsXLnT2KysrQ0xMjGQem82GqqoqAJfCpyAILs9lx44dDJcu9DObza6f0yciIiLFmUwmSQgiuhm9+e+I91wSERERkWIYLomIiIhIMQyXRERERKQYhksiIiIiUgzDJREREREphuGSiIiIiBTDcElEREREimG4JCIiIiLFMFwSERERkWIYLomIiIhIMQyXRERERKQYhksiIiIiUgzDJREREREpxqOnF0BERER9g8FgwOzZs6/aJzg4GEVFRc7PWq0W6enp2L59O0JCQiR9z507h8TERMTHxyMtLc3leO3t7YiJiUFWVhbi4+Nhs9mwZcsW7Ny5E42NjfDw8MCoUaOQnJyMSZMmdbkum82GlJQUhIaGIjc39/pPug9iuCQiIqJuMXDgQOTl5bmslZSUoLy8HNHR0ZJ2URShVqtlwdJisSArKwtGo/Gqcx48eBAWi8UZHN98800UFxcjKioKc+bMwcWLF1FUVITVq1cjJycHcXFxsjE6OzuRm5sLvV6P0NDQGznlPonhkoiIiLqFSqXCzJkzZe16vR5VVVUYN24cVq5cKakJgoDJkydL2urq6rBmzRrU1dVdc05RFBEWFobAwEAcPnwYxcXFmDFjBl577TVnn7lz52Lx4sUoKChAbGwsPD09nbWWlhbk5uZCq9Xe6On2WbznkoiIiHqM3W5Hfn4+ACAnJwceHt/ue5lMJtTW1kKj0TjbNm3ahKSkJJhMJixatOia44ui6Ayn+/fvB3ApTF7J19cXU6dOxdmzZ1FTU+Ns37VrF+bPn48jR44gJSXlps+xr+HOJRERUS9y5f2Gvc0TTzyh+JjFxcXQ6/VYsmQJ1Gq1pCYIAlQqFcaPH+9sO378OOLi4pCeno6GhgZs3ry5y7FPnjyJxsZGZ7hMSEjAlClTMGzYMFnf06dPAwDc3d2dbXq9HhqNBitWrIC7uzs2bdp0K6faZzBcEhER9SLXuofwdmKz2VBYWAh/f38kJyfL6qIoYuLEifDy8nK25eXlOT83NDRcdXxBEODn54cHHngAwKUdyrCwMFm/pqYm7N27F/7+/hgxYoSzffny5c65DAbDjZ9gH8XL4kRERNQjSktLYTQasXDhQqhUKknNZrPhwIEDsvstrwya1yIIAqKioiS7kd91/vx5vPTSS2hvb8fSpUsll+VvZC76FsMlERER9YitW7fC29sbCxYskNUOHTqEtrY2Wbi8XhaLBVqt9qrHt7a2IiMjA8eOHUNMTIzLddCNY7gkIiKibmcymaDT6aDRaODn5yeri6KI4cOHIzg4+KbGr6ysRHt7e5fvrmxsbERqaip0Oh0eeeQR5Ofno1+/fjc1F0nxnksiIqJeZOjQoT29hG6xb98+OBwOxMbGuqwLgiB5SvxGiaKIUaNGYdCgQbLa4cOHkZWVBbPZjISEBKxevRpubtxvUwrDJRERUS/yfTyR3RtptVq4ubkhMjJSVmtpaUF9fT2ys7NvenxRFPHYY4/J2qurq5GRkQGr1Yrnn38eCQkJNz0HucZwSURERN3u6NGjUKvV8PHxkdUEQYCPjw/Cw8NvauwTJ07AYDDILombTCZkZ2fDYrEgLy8Pjz766E2NT1fHcElERETdqrOzE01NTYiKinJZF0URERERkie3b4QgCAgICMDo0aMl7YWFhTCbzRgzZgwcDgdKSkpkx0ZGRmLw4ME3NS9dwnBJRERE3aq1tRV2ux0DBgyQ1To6OlBZWYnMzMybHr+srAwPPfSQ7D7KiooKAIBOp4NOp3N57Pr16xkub1E/s9ns6OlFEBER9RUmkwmBgYE9vQz6gevNf0d8NIqIiIiIFMNwSURERESKYbgkIiIiIsUwXBIRERGRYhguiYiIiEgxDJdEREREpBiGSyIiIiJSDMMlERERESmG4ZKIiIiIFMNwSURERESKYbgkIiIiIsUwXBIRERGRYjx6egFERETUNxgMBsyePfuqfYKDg1FUVOT8rNVqkZ6eju3btyMkJARmsxkffvgh/vd//xcmkwm+vr548MEHkZ6ejh//+Mey8drb2xETE4OsrCzEx8fDZrNhy5Yt2LlzJxobG+Hh4YFRo0YhOTkZkyZN6nJdNpsNKSkpCA0NRW5u7s1+BX0CwyURERF1i4EDByIvL89lraSkBOXl5YiOjpa0i6IItVqNkJAQWK1WLFu2DPX19YiLi8P9998Pg8GAbdu2oby8HIWFhRgxYoTk+IMHD8JisTiD45tvvoni4mJERUVhzpw5uHjxIoqKirB69Wrk5OQgLi5OtrbOzk7k5uZCr9cjNDRUoW/j9sVwSURERN1CpVJh5syZsna9Xo+qqiqMGzcOK1eulNQEQcDkyZMBAH/9619RV1eHl156CXPmzHH2iYmJwdNPP43f//73eOeddyTHi6KIsLAwBAYG4vDhwyguLsaMGTPw2muvOfvMnTsXixcvRkFBAWJjY+Hp6emstbS0IDc3F1qtVpHvoC/gPZdERETUY+x2O/Lz8wEAOTk58PD4dt/LZDKhtrYWGo0GAFBRUQFPT0/Ex8dLxhg1ahTuueceVFVVycYXRdEZTvfv3w/gUpi8kq+vL6ZOnYqzZ8+ipqbG2b5r1y7Mnz8fR44cQUpKyq2fbB/BnUsiIqJeZMvsv/T0Erq0cMdixccsLi6GXq/HkiVLoFarJTVBEKBSqTB+/HgAwC9/+UucPn0a7u7ukn4OhwNnzpyBm5t0z+zkyZNobGx0hsuEhARMmTIFw4YNk63j9OnTACAZW6/XQ6PRYMWKFXB3d8emTZtu+Xz7AoZLIiKiXqRF29zTS+g2NpsNhYWF8Pf3R3JysqwuiiImTpwILy8vAMCQIUMwZMgQWb/du3fjP//5D6ZMmSJpFwQBfn5+eOCBBwBc2qEMCwuTHd/U1IS9e/fC399fcs/m8uXLnXMbDIabP9E+hpfFiYiIqEeUlpbCaDRi4cKFUKlUkprNZsOBAwecu45dqaurw9tvvw13d3ekpqZKaoIgICoqSrbTeaXz58/jpZdeQnt7O5YuXSq5LH85WNKNYbgkIiKiHrF161Z4e3tjwYIFstqhQ4fQ1tZ21XB5/PhxLF++HOfOncMLL7yA++67z1mzWCzQarVXPb61tRUZGRk4duwYYmJiXK6DbhzDJREREXU7k8kEnU4HjUYDPz8/WV0URQwfPhzBwcEujxcEAc8++yzMZjNeeOEFzJs3T1KvrKxEe3t7l++ubGxsRGpqKnQ6HR555BHk5+ejX79+t35ixHsuiYiIepMfjXcdpm43+/btg8PhQGxsrMu6IAjOp8S/a9u2bfjNb34DNzc35OfnuxxDFEWMGjUKgwYNktUOHz6MrKwsmM1mJCQkYPXq1bKHgejmMVwSERH1It/HE9m9kVarhZubGyIjI2W1lpYW1NfXIzs7W1b761//infeeQd+fn546623MGHCBJfji6KIxx57TNZeXV2NjIwMWK1WPP/880hISLj1kyEJhksiIiLqdkePHoVarYaPj4+sJggCfHx8EB4eLmkvKytDQUEB/P398Yc//EH2azyXnThxAgaDQXZJ3GQyITs7GxaLBXl5eXj00UcVOx/6FsMlERERdavOzk40NTUhKirKZV0URUREREie3AaA3/72t3A4HHj44Yeh1+uh1+tlx86cOROCICAgIACjR4+W1AoLC2E2mzFmzBg4HA6UlJTIjo+MjMTgwYNv4eyI4ZKIiIi6VWtrK+x2OwYMGCCrdXR0oLKyEpmZmZL2lpYWNDQ0AAB27tyJnTt3uhx75syZKCsrw0MPPSS7j7KiogIAoNPpoNPpXB6/fv16hstb1M9sNjt6ehFERER9hclkQmBgYE8vg37gevPfER+NIiIiIiLFMFwSERERkWIYLomIiIhIMQyXRERERKQYhksiIiIiUgzDJREREREphuGSiIiIiBTDcElEREREimG4JCIiIiLFMFwSERERkWIYLomIiIhIMQyXRERERKQYhksiIiIiUoxHTy+AiIiI+gaDwYDZs2dftU9wcDCKioqcn7VaLdLT07F9+3aEhISgra0NmzZtwp49e2A0GhEUFIS4uDgkJSXBw0Mea9rb2xETE4OsrCzEx8fDZrNhy5Yt2LlzJxobG+Hh4YFRo0YhOTkZkyZN6nJdNpsNKSkpCA0NRW5u7k1/B30BwyURERF1i4EDByIvL89lraSkBOXl5YiOjpa0i6IItVqNkJAQ2Gw2ZGZm4v/+7/8QHx+Pe++9F4cPH8b777+P6upqvPPOO7JxDx48CIvF4gyOb775JoqLixEVFYU5c+bg4sWLKCoqwurVq5GTk4O4uDjZGJ2dncjNzYVer0doaKgC38TtjeGSiIiIuoVKpcLMmTNl7Xq9HlVVVRg3bhxWrlwpqQmCgMmTJwO4FEAPHTqElStX4qmnngIAPPnkk/D19cWnn36K/fv3IzIyUnK8KIoICwtDYGAgDh8+jOLiYsyYMQOvvfaas8/cuXOxePFiFBQUIDY2Fp6ens5aS0sLcnNzodVqFfsebne855KIiIh6jN1uR35+PgAgJydHcmnbZDKhtrYWGo0GAHD+/HmMHDkSTzzxhGSMqKgoAMCxY8dk44ui6Ayn+/fvB3ApTF7J19cXU6dOxdmzZ1FTU+Ns37VrF+bPn48jR44gJSXlFs+07+DOJRERUS/yyE5jTy+hS/8dN1TxMYuLi6HX67FkyRKo1WpJTRAEqFQqjB8/HgCQmJiIxMRE2RjHjx8HcOl+zSudPHkSjY2NznCZkJCAKVOmYNiwYbIxTp8+DQBwd3d3tun1emg0GqxYsQLu7u7YtGnTzZ9oH8JwSURE1IscMHX09BK6jc1mQ2FhIfz9/ZGcnCyri6KIiRMnwsvLS1azWq1obm7G3r178cc//hGjR4/GtGnTJH0EQYCfnx8eeOABAJd2KMPCwmRjNTU1Ye/evfD398eIESOc7cuXL3fObTAYbuVU+xReFiciIqIeUVpaCqPRiIULF0KlUklqNpsNBw4ccO46fteOHTuwYMECvP/++xgwYAB+/vOfS+6VBC6Fy6ioKMlu5HedP38eL730Etrb27F06VLJZXlXoZaujeGSiIiIesTWrVvh7e2NBQsWyGqHDh1CW1tbl+FyzJgxePvtt5GVlQUvLy+kpqbiiy++cNYtFgu0Wm2XxwNAa2srMjIycOzYMcTExLhcB904XhYnIiKibmcymaDT6RAdHQ0/Pz9ZXRRFDB8+XHYf5WWjR492/v/UqVORkJCA3/zmN3j44YcBAJWVlWhvb+/y3ZWNjY3IzMzE119/jUceeQR5eXno16+fAmdGDJdERES9SESg57U73Qb27dsHh8OB2NhYl3VBEJxPiV9LUFAQJkyYgC+++AJmsxkBAQEQRRGjRo3CoEGDZP0PHz6MrKwsmM1mJCQkYPXq1XBz48VcpTBcEhER9SLfxxPZvZFWq4Wbm5vsvZTApXdL1tfXIzs7W9KemZmJr776Ctu2bZP9Gs+FCxfg5ubmvE9SFEU89thjsrGrq6uRkZEBq9WK559/HgkJCQqeFQG855KIiIh6wNGjR6FWq+Hj4yOrCYIAHx8fhIeHS9qDg4PR3NyMf/zjH5J2rVYLrVaLiIgI9O/fHydOnIDBYJBdEjeZTMjOzobFYsGrr77KYPk94c4lERERdavOzk40NTU5X37+XaIoIiIiQrY7uXTpUoiiiLfffhvHjx/Hvffei6+++grbt29HQEAAfvaznwG4FE4DAgIk92UCQGFhIcxmM8aMGQOHw4GSkhLZ3JGRkRg8eLBCZ9o3MVwSERFRt2ptbYXdbseAAQNktY6ODlRWViIzM1NWGzRoEDZu3IgNGzbgiy++QFFREQYPHozHH38cS5cuRWBgIACgrKwMDz30kOw+yoqKCgCATqeDTqdzubb169czXN6ifmaz2dHTiyAiIuorTCaTMwQR3aze/HfEey6JiIiISDEMl0RERESkGIZLIiIiIlIMwyURERERKYbhkoiIiIgUw3BJRERERIphuCQiIiIixTBcEhEREZFiGC6JiIiISDEMl0RERESkGIZLIiIiIlIMwyURERERKYbhkoiIiIgUw3BJRERE3cJgMCAyMvKq/5544gnJMVqtFpGRkWhqanI55nvvvYfIyEgcPHjQZb29vR1TpkxBcXExAMBms+Evf/kLEhMT8ZOf/ATTpk3Ds88+i7Kysquu3WazISkpCXl5eTdx5n2LR08vgIiIiPqGgQMHdhnOSkpKUF5ejujoaEm7KIpQq9UICQmRHVNVVYU//elPV53z4MGDsFgsmDRpEgDgzTffRHFxMaKiojBnzhxcvHgRRUVFWL16NXJychAXFycbo7OzE7m5udDr9QgNDb3e0+2zGC6JiIioW6hUKsycOVPWrtfrUVVVhXHjxmHlypWSmiAImDx5suyYc+fO4dVXX4WHhwfa29u7nFMURYSFhSEwMBCHDx9GcXExZsyYgddee83ZZ+7cuVi8eDEKCgoQGxsLT09PZ62lpQW5ubnQarU3c8p9Ei+LExERUY+x2+3Iz88HAOTk5MDD49t9L5PJhNraWmg0Gtlxv/71r2G32/Hkk09edXxRFJ3hdP/+/QAuhckr+fr6YurUqTh79ixqamqc7bt27cL8+fNx5MgRpKSk3NT59UXcuSQiIupFVPnLe3oJXbr4yvuKj1lcXAy9Xo8lS5ZArVZLaoIgQKVSYfz48ZL2Xbt24b//+7/xu9/9DocOHepy7JMnT6KxsdEZLhMSEjBlyhQMGzZM1vf06dMAAHd3d2ebXq+HRqPBihUr4O7ujk2bNt3kWfYtDJdERES9iHvdkZ5eQrex2WwoLCyEv78/kpOTZXVRFDFx4kR4eXk525qamvD2228jISEBkZGRVw2XgiDAz88PDzzwAIBLO5RhYWGyfk1NTdi7dy/8/f0xYsQIZ/vy5cudcxsMhps9zT6Hl8WJiIioR5SWlsJoNGLhwoVQqVSSms1mw4EDByT3W3Z2duLVV19FUFAQli+/9g6vIAiIioqS7EZ+1/nz5/HSSy+hvb0dS5culVyWvzLU0vVjuCQiIqIesXXrVnh7e2PBggWy2qFDh9DW1iYJlxs3bsSRI0eQn58Pb2/vq45tsVig1WpdPgx0WWtrKzIyMnDs2DHExMS4XAfdOIZLIiIi6nYmkwk6nQ4ajQZ+fn6yuiiKGD58OIKDgwEAOp0OH330ERITEzF06FCYzWaYzWZYLBYAl3YgzWYz7HY7AKCyshLt7e3OVxB9V2NjI1JTU6HT6fDII48gPz8f/fr1+57Otm/hPZdERES9SOeI+3t6Cd1i3759cDgciI2NdVkXBEHylLgoiujs7MQnn3yCTz75RNY/OzsbALBjxw7ceeedEEURo0aNwqBBg2R9Dx8+jKysLJjNZiQkJGD16tVwc+N+m1IYLomIiHqR7+OJ7N5Iq9XCzc0NkZGRslpLSwvq6+udgREAHn/8cYSHh8v6fvbZZygpKcFzzz2H0NBQDB48GMClMPrYY4/J+ldXVyMjIwNWqxXPP/88EhISlDspAsBwSURERD3g6NGjUKvV8PHxkdUEQYCPj48kTIaEhLj8lZ7LT4uPGjUKDz74IADgxIkTMBgMskviJpMJ2dnZsFgsyMvLw6OPPqrcCZETwyURERF1q87OTjQ1NSEqKsplXRRFRERESJ7cvhGCICAgIACjR4+WtBcWFsJsNmPMmDFwOBwoKSmRHRsZGenc/aSbw3BJRERE3aq1tRV2ux0DBgyQ1To6OlBZWYnMzMybHr+srAwPPfSQ7D7KiooKAJceDtLpdC6PXb9+PcPlLepnNpsdPb0IIiKivsJkMiEwMLCnl0E/cL3574iPRhERERGRYhguiYiIiEgxDJdEREREpBiGSyIiIiJSDMMlERERESmG4ZKIiIiIFMNwSURERESKYbgkIiIiIsUwXBIRERGRYhguiYiIiEgxDJdEREREpBiGSyIiIiJSjEdPL4CIiIj6BoPBgNmzZ1+1T3BwMIqKipyftVot0tPTsX37doSEhKCkpAS5ubkuj3388cdltfb2dsTExCArKwvx8fGw2WzYsmULdu7cicbGRnh4eGDUqFFITk7GpEmTulyXzWZDSkoKQkNDu5yfLmG4JCIiom4xcOBA5OXluayVlJSgvLwc0dHRknZRFKFWqxESEgIAqKmpAQD84he/gLe3t6Tv5T5XOnjwICwWizM4vvnmmyguLkZUVBTmzJmDixcvoqioCKtXr0ZOTg7i4uJkY3R2diI3Nxd6vR6hoaE3fuJ9DMMlERERdQuVSoWZM2fK2vV6PaqqqjBu3DisXLlSUhMEAZMnT3Z+rqmpwaBBg665A3qZKIoICwtDYGAgDh8+jOLiYsyYMQOvvfaas8/cuXOxePFiFBQUIDY2Fp6ens5aS0sLcnNzodVqb/Bs+y7ec0lEREQ9xm63Iz8/HwCQk5MDD49v971MJhNqa2uh0WicbbW1tbjnnnuue3xRFJ3hdP/+/QAuhckr+fr6YurUqTh79qxzZxQAdu3ahfnz5+PIkSNISUm54XPrq7hzSURE1ItcrFzd00vokmpigeJjFhcXQ6/XY8mSJVCr1ZKaIAhQqVQYP348AOD06dP45ptvEBMTAwDo6OiAw+GAl5eXy7FPnjyJxsZGZ7hMSEjAlClTMGzYMFnf06dPAwDc3d2dbXq9HhqNBitWrIC7uzs2bdp0y+fbFzBcEhER9SL2s8d6egndxmazobCwEP7+/khOTpbVRVHExIkTneHx8q5iS0sLnnrqKdTU1MBut+O+++7DihUrEBERITleEAT4+fnhgQceAHBphzIsLEw2T1NTE/bu3Qt/f3+MGDHC2b58+XLn3AaDQZmT7gN4WZyIiIh6RGlpKYxGIxYuXAiVSiWp2Ww2HDhwQHK/ZW1tLQCguroa06dPx1tvvYWMjAy0tLQgIyMDX3zxhWQMQRAQFRUl2Y38rvPnz+Oll15Ce3s7li5dKrks39WOKF0ddy6JiIioR2zduhXe3t5YsGCBrHbo0CG0tbVJwuX999+Pp59+GnFxcbj77rud7f/v//0/JCYm4te//jU0Gg3c3NxgsVig1Wrx4osvdjl/a2srMjMzcezYMcTExLhcB9047lwSERFRtzOZTNDpdNBoNPDz85PVRVHE8OHDERwc7GwbP348li1bJgmWwKV3Y06dOhVGoxH19fUAgMrKSrS3t3f57srGxkakpqZCp9PhkUceQX5+Pvr166fgGfZd3LkkIiLqRdz8RvX0ErrFvn374HA4EBsb67IuCILkKfFrGTx4MACgra0NwKVwOmrUKAwaNEjW9/Dhw8jKyoLZbEZCQgJWr14NNzfutymF4ZKIiKgX+T6eyO6NtFot3NzcEBkZKau1tLSgvr4e2dnZkvasrCx89dVX2Lx5M+644w5J7fKO5V133QXgUrh87LHHZGNXV1cjIyMDVqsVzz//PBISEpQ6Jfr/MaYTERFRtzt69CjUajV8fHxkNUEQ4OPjg/DwcEn7kCFDcPLkSezYsUPSfvDgQYiiCI1Gg0GDBuHEiRMwGAyyS+ImkwnZ2dmwWCx49dVXGSy/J9y5JCIiom7V2dmJpqYmREVFuayLooiIiAjJk9sA8Mwzz0AURbz77ruoqanB6NGjUV9fj7///e8IDAx07nQKgoCAgACMHj1acnxhYSHMZjPGjBkDh8OBkpIS2dyRkZHOS+x0cxguiYiIqFu1trbCbrdjwIABslpHRwcqKyuRmZkpqw0ePBgbN27EBx98AEEQsGvXLgwaNAiPP/44nnnmGQQGBgIAysrK8NBDD8nuo6yoqAAA6HQ66HQ6l2tbv349w+Ut6mc2mx09vQgiIqK+wmQyOUMQ0c3qzX9HvOeSiIiIiBTDcElEREREimG4JCIiIiLFMFwSERERkWIYLomIiIhIMQyXRERERKQYhksiIiIiUgzDJREREREphuGSiIiIiBTDcElEREREimG4JCIiIiLFMFwSERERkWIYLomIiIhIMR49vQAiIiLqGwwGA2bPnn3VPsHBwSgqKnJ+1mq1SE9Px/bt2xESEgIAKCsrwyeffIJjx47B3d0d9913H5599lmMHj1aNl57eztiYmKQlZWF+Ph42Gw2bNmyBTt37kRjYyM8PDwwatQoJCcnY9KkSV2uy2azISUlBaGhocjNzb25L6CPYLgkIiKibjFw4EDk5eW5rJWUlKC8vBzR0dGSdlEUoVarncGyqKgIr7/+OkaMGIFnn30WFy9exH/9138hPT0dH3zwAe6//37J8QcPHoTFYnEGxzfffBPFxcWIiorCnDlzcPHiRRQVFWH16tXIyclBXFycbG2dnZ3Izc2FXq9HaGioEl/FbY3hkoiIiLqFSqXCzJkzZe16vR5VVVUYN24cVq5cKakJgoDJkycDAIxGI9auXYtRo0Zhw4YNuOOOOwAA06dPx8KFC/GHP/wB69atkxwviiLCwsIQGBiIw4cPo7i4GDNmzMBrr73m7DN37lwsXrwYBQUFiI2Nhaenp7PW0tKC3NxcaLVaxb6H2x3vuSQiIqIeY7fbkZ+fDwDIycmBh8e3+14mkwm1tbXQaDQAgF27dsFiseC5555zBksAuPvuu/Hcc88hKipKNr4ois5wun//fgCXwuSVfH19MXXqVJw9exY1NTXO9l27dmH+/Pk4cuQIUlJSlDnhPoA7l0RERL3IB5/l9/QSupT2+CuKj1lcXAy9Xo8lS5ZArVZLaoIgQKVSYfz48QCAyspK+Pr6Yty4cQAu3Qdps9lwxx13YOHChbKxT548icbGRme4TEhIwJQpUzBs2DBZ39OnTwMA3N3dnW16vR4ajQYrVqyAu7s7Nm3apMg53+4YLomIiHqRRlNdTy+h29hsNhQWFsLf3x/JycmyuiiKmDhxIry8vAAAJ06cwI9+9CN89dVXWLduHSorK9HZ2YkRI0Zg5cqVzh3OywRBgJ+fHx544AEAl3Yow8LCZPM0NTVh79698Pf3x4gRI5zty5cvd85tMBgUO+/bHS+LExERUY8oLS2F0WjEwoULoVKpJDWbzYYDBw44dx0B4OzZszh79izS0tIQEBCA1157DT/72c/Q1taGF154AXv37pWMIQgCoqKiJLuR33X+/Hm89NJLaG9vx9KlSyWX5S8HS7oxDJdERETUI7Zu3Qpvb28sWLBAVjt06BDa2tok4bKjowNGoxGPP/44fvnLX2L69OmYN28eCgsLoVKpsHbtWjgcDgCAxWKBVquVHP9dra2tyMjIwLFjxxATE+NyHXTjGC6JiIio25lMJuh0Omg0Gvj5+cnqoihi+PDhCA4OdrZdfojnu/dXDh06FFOmTMGpU6dw4sQJAJfuz2xvb+/y3ZWNjY1ITU2FTqfDI488gvz8fPTr10+hs+vbeM8lERFRL3J34Ihrd7oN7Nu3Dw6HA7GxsS7rgiDI7qEMCgrCV199hcGDB8v6X247f/48gEvhdNSoURg0aJCs7+HDh5GVlQWz2YyEhASsXr0abm7cb1MKwyUREVEv8n08kd0babVauLm5ITIyUlZraWlBfX09srOzJe1jxozBV199hdraWowdO1ZSO3nyJAA4dzpFUcRjjz0mG7u6uhoZGRmwWq14/vnnkZCQoNQp0f+PMZ2IiIi63dGjR6FWq+Hj4yOrCYIAHx8fhIeHS9pnzZoFAPjwww/R2dnpbK+rq8P//u//4sEHH8SQIUNw4sQJGAwG2SVxk8mE7OxsWCwWvPrqqwyW3xPuXBIREVG36uzsRFNTk8uXngOXdh0jIiIkT24DwLhx47B48WL85S9/QVpaGmbOnInTp09jy5Yt8Pb2RlZWFoBL4TQgIED2W+OFhYUwm80YM2YMHA4HSkpKZHNHRka6vOxO14/hkoiIiLpVa2sr7HY7BgwYIKt1dHSgsrISmZmZLo997rnnMHLkSHz66ad49913cccddyAiIgLPPvssfvzjHwMAysrK8NBDD8nuo6yoqAAA6HQ66HQ6l+OvX7+e4fIW9TObzY6eXgQREVFfYTKZEBgY2NPLoB+43vx3xHsuiYiIiEgxDJdEREREpBiGSyIiIiJSDMMlERERESmG4ZKIiIiIFMNwSURERESKYbgkIiIiIsUwXBIRERGRYhguiYiIiEgxDJdEREREpBiGSyIiIiJSDMMlERERESmG4ZKIiIiIFOPR0wsgIiKivsFgMGD27NlX7RMcHIyioiLnZ61Wi/T0dGzfvh3Lly9Hc3PzVY/fsWMH7rzzTufn9vZ2xMTEICsrC/Hx8bDZbNiyZQt27tyJxsZGeHh4YNSoUUhOTsakSZO6HNdmsyElJQWhoaHIzc29vhPuoxguiYiIqFsMHDgQeXl5LmslJSUoLy9HdHS0pF0URajVaoSEhCAzMxMXL16UHXv06FH813/9F8aMGYOhQ4dKagcPHoTFYnEGxzfffBPFxcWIiorCnDlzcPHiRRQVFWH16tXIyclBXFycbPzOzk7k5uZCr9cjNDT0Zk+/z2C4JCIiom6hUqkwc+ZMWbter0dVVRXGjRuHlStXSmqCIGDy5MkAgGnTpsmObWtrQ2FhIQICAvDGG2/Aw0MabURRRFhYGAIDA3H48GEUFxdjxowZeO2115x95s6di8WLF6OgoACxsbHw9PR01lpaWpCbmwutVnsrp96n8J5LIiIi6jF2ux35+fkAgJycHEk4NJlMqK2thUaj6fL49evXo7GxEatXr0ZQUJCsLoqiM5zu378fwKUweSVfX19MnToVZ8+eRU1NjbN9165dmD9/Po4cOYKUlJSbPse+hjuXREREvciV9xv2Nk888YTiYxYXF0Ov12PJkiVQq9WSmiAIUKlUGD9+vMtj6+vrsW3bNoSHh+Oxxx6T1U+ePInGxkZnuExISMCUKVMwbNgwWd/Tp08DANzd3Z1ter0eGo0GK1asgLu7OzZt2nSzp9mnMFwSERH1IkajsaeX0G1sNhsKCwvh7++P5ORkWV0URUycOBFeXl4uj//ggw/Q2dkpu5R+mSAI8PPzwwMPPADg0g5lWFiYrF9TUxP27t0Lf39/jBgxwtm+fPly59wGg+GGz6+v4mVxIiIi6hGlpaUwGo1YuHAhVCqVpGaz2XDgwAHnruN3NTc3Y+/evXjwwQcxduxYl30EQUBUVJRkN/K7zp8/j5deegnt7e1YunSp5LJ8V6GWro7hkoiIiHrE1q1b4e3tjQULFshqhw4dQltbW5fhcvv27ejs7MRTTz3lsm6xWKDVars8HgBaW1uRkZGBY8eOISYmxuU66MYxXBIREVG3M5lM0Ol00Gg08PPzk9VFUcTw4cMRHBzs8vg9e/Zg0KBBiIyMdFmvrKxEe3t7l++ubGxsRGpqKnQ6HR555BHk5+ejX79+N39C5MR7LomIiHqR776n8Xa1b98+OBwOxMbGuqwLgtDlU+InTpzA119/jQULFnR5yVsURYwaNQqDBg2S1Q4fPoysrCyYzWYkJCRg9erVcHPjfptSGC6JiIh6ke/jiezeSKvVws3NzeXOY0tLC+rr65Gdnd3lsQDw0EMPdTm+KIounyCvrq5GRkYGrFYrnn/+eSQkJNzkGVBXGC6JiIio2x09ehRqtRo+Pj6ymiAI8PHxQXh4eJfHAsB9993nsn7ixAkYDAbZJXGTyYTs7GxYLBbk5eXh0UcfvbWTIJcYLomIiKhbdXZ2oqmpCVFRUS7roigiIiJC9ms7lzU0NMDb2xuDBw92WRcEAQEBARg9erSkvbCwEGazGWPGjIHD4UBJSYns2MjIyC7HpevDcElERETdqrW1FXa7HQMGDJDVOjo6UFlZiczMzC6PN5vN8PX17bJeVlaGhx56SHYfZUVFBQBAp9NBp9O5PHb9+vUMl7eon9lsdvT0IoiIiPoKk8mEwMDAnl4G/cD15r8jPhpFRERERIphuCQiIiIixTBcEhEREZFiGC6JiIiISDEMl0RERESkGIZLIiIiIlIMwyURERERKYbhkoiIiIgUw3BJRERERIphuCQiIiIixTBcEhEREZFiGC6JiIiISDEMl0RERESkGI+eXgARERH1DQaDAbNnz75qn+DgYBQVFTk/a7VapKenY/v27QgJCUFbWxs2bNiAvXv34j//+Q8GDRqEqVOnYtmyZfD19ZWN197ejpiYGGRlZSE+Ph42mw1btmzBzp070djYCA8PD4waNQrJycmYNGlSl+uy2WxISUlBaGgocnNzb/o76AsYLomIiKhbDBw4EHl5eS5rJSUlKC8vR3R0tKRdFEWo1WqEhITAZrNh5cqV+PLLLzFjxgxMmDABR48exbZt21BdXY2PPvoI3t7ekuMPHjwIi8XiDI5vvvkmiouLERUVhTlz5uDixYsoKirC6tWrkZOTg7i4ONnaOjs7kZubC71ej9DQUIW+jdsXwyURERF1C5VKhZkzZ8ra9Xo9qqqqMG7cOKxcuVJSEwQBkydPBgDs27cPX375JZ588km8+OKLzj5BQUH44IMP8Nlnn+HJJ5+UHC+KIsLCwhAYGIjDhw+juLgYM2bMwGuvvebsM3fuXCxevBgFBQWIjY2Fp6ens9bS0oLc3FxotVpFvoO+gPdcEhERUY+x2+3Iz88HAOTk5MDD49t9L5PJhNraWmg0GgDA119/DQD4yU9+Ihlj2rRpAIDjx4/LxhdF0RlO9+/fD+BSmLySr68vpk6dirNnz6KmpsbZvmvXLsyfPx9HjhxBSkrKLZxl38KdSyIiol5ky+y/9PQSurRwx2LFxywuLoZer8eSJUugVqslNUEQoFKpMH78eADAsGHDAABfffWVJGA2NDQAAIYOHSo5/uTJk2hsbHSGy4SEBEyZMsU5zpVOnz4NAHB3d3e26fV6aDQarFixAu7u7ti0adMtnm3fwHBJRETUi7Rom3t6Cd3GZrOhsLAQ/v7+SE5OltVFUcTEiRPh5eUFAJgyZQqmTp2KjRs3YsiQIRg/fjxqa2vx29/+FkOHDsUTTzwhOV4QBPj5+eGBBx4AcGmHMiwsTDZPU1MT9u7dC39/f4wYMcLZvnz5cufcBoNBsfO+3TFcEhERUY8oLS2F0WhEWloaVCqVpGaz2XDgwAHJPZju7u545pln8PXXX+PVV191tg8aNAjr16/HkCFDJGMIgoCoqCjJbuR3nT9/Hi+99BLa29uxatUqyWX5y8GSbgzvuSQiIqIesXXrVnh7e2PBggWy2qFDh9DW1ua8pA1cevJ7yZIlMBqNSE9Px9tvv41Vq1bBbrcjPT0der3e2ddisUCr1UqO/67W1lZkZGTg2LFjiImJcbkOunHcuSQiIqJuZzKZoNPpEB0dDT8/P1ldFEUMHz4cwcHBzrb169fDZrNh/fr1zkvdwKXL5UlJSfjVr36Fjz/+GABQWVmJ9vb2Lt9d2djYiMzMTHz99dd45JFHkJeXh379+il8ln0TwyUREVEv8qPxwdfudBvYt28fHA4HYmNjXdYFQXA+JX5ZTU0NfvzjH0uCJXDpQZ8JEyagrKwM58+fh6+vL0RRxKhRozBo0CDZ2IcPH0ZWVhbMZjMSEhKwevVquLnxYq5SGC6JiIh6ke/jiezeSKvVws3NDZGRkbJaS0sL6uvrkZ2dLWn39PSE3W53Od7ldofDAeDSzudjjz0m61ddXY2MjAxYrVY8//zzSEhIuNVToe9gTCciIqJud/ToUajVavj4+MhqgiDAx8cH4eHhknaNRoMTJ06grKxM0l5TUwOtVov7778fAwYMwIkTJ2AwGGSXxE0mE7Kzs2GxWPDqq68yWH5PuHNJRERE3aqzsxNNTU2IiopyWRdFEREREZIntwFgxYoVqKqqQnZ2Np544gmEhoaisbERf//73+Hh4YGf//znAC6F04CAAIwePVpyfGFhIcxmM8aMGQOHw4GSkhLZ3JGRkRg8eLBCZ9o3MVwSERFRt2ptbYXdbseAAQNktY6ODlRWViIzM1NWGzp0KDZt2oTCwkJ8/vnn+Pvf/w5/f39oNBo888wzzpejl5WV4aGHHpLdR1lRUQEA0Ol00Ol0Lte2fv16hstb1M9sNjt6ehFERER9hclkQmBgYE8vg37gevPfEe+5JCIiIiLFMFwSERERkWIYLomIiIhIMQyXRERERKQYhksiIiIiUgzDJREREREphuGSiIiIiBTDcElEREREimG4JCIiIiLFMFwSERERkWIYLomIiIhIMQyXRERERKQYj55eABEREfUNBoMBs2fPvmqf4OBgFBUVOT9rtVqkp6dj+/btCAkJQWtrKzZs2IC9e/fi3LlzuPvuu/HEE09g/vz5cHOT75m1t7cjJiYGWVlZiI+Ph81mw5YtW7Bz5040NjbCw8MDo0aNQnJyMiZNmtTlumw2G1JSUhAaGorc3Nyb/g76AoZLIiIi6hYDBw5EXl6ey1pJSQnKy8sRHR0taRdFEWq1GiEhITh37hyeeeYZnDhxAtOmTUNkZCT0ej3eeecdVFVV4c0330S/fv0kxx88eBAWi8UZHN98800UFxcjKioKc+bMwcWLF1FUVITVq1cjJycHcXFxsrV1dnYiNzcXer0eoaGhCn0bty+GSyIiIuoWKpUKM2fOlLXr9XpUVVVh3LhxWLlypaQmCAImT54MANi4cSNOnDiBp556StIvLCwMb731Fnbt2oXHH39ccrwoiggLC0NgYCAOHz6M4uJizJgxA6+99pqzz9y5c7F48WIUFBQgNjYWnp6ezlpLSwtyc3Oh1WoV+Q76At5zSURERD3GbrcjPz8fAJCTkwMPj2/3vUwmE2pra6HRaAAA//M//4P+/ftj6dKlkjGefPJJ+Pv7Y/v27bLxRVF0htP9+/cDuBQmr+Tr64upU6fi7NmzqKmpcbbv2rUL8+fPx5EjR5CSknLrJ9tHcOeSiIioF3lkp7Gnl9Cl/44bqviYxcXF0Ov1WLJkCdRqtaQmCAJUKhXGjx8PADh16hRGjhyJO+64Q9LPzc0NISEhOHbsGBwOh/PS+MmTJ9HY2OgMlwkJCZgyZQqGDRsmW8fp06cBAO7u7s42vV4PjUaDFStWwN3dHZs2bVLsvG9nDJdERES9yAFTR08vodvYbDYUFhbC398fycnJsrooipg4cSK8vLwAAP3790dbW5vLscxmM9rb29Ha2oqAgAAAl8Kpn58fHnjgAQCXdijDwsJkxzY1NWHv3r3w9/fHiBEjnO3Lly93zm0wGG7pXPsSXhYnIiKiHlFaWgqj0YiFCxdCpVJJajabDQcOHHDuOgLA2LFjcfLkSXz55ZeSvkeOHEFzczMAwGq1OtsFQUBUVJRkN/K7zp8/j5deegnt7e1YunSp5LL85WBJN4bhkoiIiHrE1q1b4e3tjQULFshqhw4dQltbmyRcpqamws3NDT/72c9QWloKg8GAzz//HC+++CL8/PwAfHtZ22KxQKvVSo7/rtbWVmRkZODYsWOIiYlxuQ66cbwsTkRERN3OZDJBp9MhOjraGQyvJIoihg8fjuDgYGfb6NGj8fbbb+ONN97AL37xCwCXnkB/+umn0dTUhKKiIudYlZWVaG9v7/LdlY2NjcjMzMTXX3+NRx55BHl5ebLXGNHNYbgkIiLqRSICPa/d6Tawb98+OBwOxMbGuqwLguB8SvxKP/nJT1BUVISamhrYbDaMHDkSKpUK6enpCAoKcl7KFkURo0aNwqBBg2RjHD58GFlZWTCbzUhISMDq1atdvoCdbg7DJRERUS/yfTyR3RtptVq4ubkhMjJSVmtpaUF9fT2ys7Ml7VVVVThx4gSefPJJ3Hfffc72s2fPQqfTISYmxtkmiiIee+wx2djV1dXIyMiA1WrF888/j4SEBAXPigCGSyIiIuoBR48ehVqtho+Pj6wmCAJ8fHwQHh4uaa+srERhYSHuvvtuREREAAAcDgd+97vfwWazYfHixQCAEydOwGAwyC6Jm0wmZGdnw2KxIC8vD48++uj3c3J9HMMlERERdavOzk40NTUhKirKZV0URUREREie3AYuvSx9+/btePnll7Fw4UIMGjQIn3/+OURRxNKlS52vGRIEAQEBARg9erTk+MLCQpjNZowZMwYOhwMlJSWyuSMjIzF48GCFzrRvYrgkIiKibtXa2gq73Y4BAwbIah0dHaisrERmZqasNmTIEGzYsAHr16/H1q1bYbVaMXz4cPzqV7/CI4884uxXVlaGhx56SHYfZUVFBQBAp9NBp9O5XNv69esZLm9RP7PZ7OjpRRAREfUVJpMJgYGBPb0M+oHrzX9HfDSKiIiIiBTDcElEREREimG4JCIiIiLFMFwSERERkWIYLomIiIhIMQyXRERERKQYhksiIiIiUgzDJREREREphuGSiIiIiBTDcElEREREimG4JCIiIiLFMFwSERERkWIYLomIiIhIMR49vQAiIiLqGwwGA2bPnn3VPsHBwSgqKnJ+1mq1SE9Px/bt2xESEiLpe+7cOSQmJiI+Ph5paWmysSwWCz7++GPs3r0bJpMJQUFBmD17NhITE+Hu7i7rf+rUKcyaNQvvvfceIiIiYLFYsHHjRpSWlqK5uRkqlQpjx45FamoqxowZ0+U5XGtdtzuGSyIiIuoWAwcORF5enstaSUkJysvLER0dLWkXRRFqtVoWLC0WC7KysmA0Gl2OZ7fb8eKLL6KsrAyzZs3C6NGjUVFRgXXr1uHrr7/GL37xC9kxgiCgf//+CA8Ph8PhQHZ2NioqKjB9+nQkJibizJkz2LZtG9LS0lBQUIDIyEjZGNdaV1/AcElERETdQqVSYebMmbJ2vV6PqqoqjBs3DitXrpTUBEHA5MmTJW11dXVYs2YN6urqupzr3//+N0RRxIoVK5CcnAwAmDNnDt544w1s374d8fHxst1HURQREREBT09P7N69GxUVFUhJScHy5cudfeLj45GYmIi1a9diy5YtN7yuvoD3XBIREVGPsdvtyM/PBwDk5OTAw+PbfS+TyYTa2lpoNBpn26ZNm5CUlASTyYRFixZ1Oe5nn30GT09PLFiwQNL+1FNPAQB27twpae/o6EBlZaVzrv379wMA5s6dK+kXFBSECRMmoL6+Hmaz+YbX1Rdw55KIiKgXUeUvv3anHnLxlfcVH7O4uBh6vR5LliyBWq2W1ARBgEqlwvjx451tx48fR1xcHNLT09HQ0IDNmze7HFen02HEiBFQqVSS9pCQEAwcOBBffvmlpF2r1eLChQuYNGkSAGDVqlWYN28ehg4dKhv79OnTAAA3t2/36K53XX0BwyUREVEv4l53pKeX0G1sNhsKCwvh7+/vvHR9JVEUMXHiRHh5eTnb8vLynJ8bGhpcjmuxWHD27FlJKL3S0KFDYTAYJG2CIGDkyJEICgoCAAQEBCAgIEB2bHV1NXQ6HUJDQ+Hn53dD6+oreFmciIiIekRpaSmMRiMWLlwo22G02Ww4cOCA7H7LK4NmV86fPw8A6N+/v8v6HXfcgYsXL0raRFGUzfVdRqMRr7zyCgDIngK/nnX1FQyXRERE1CO2bt0Kb29v2X2RAHDo0CG0tbVdM/C54nA4JP91Vb/yVURNTU1oaGi46lwGgwHLli1Dc3MzkpKSMHXq1BteV1/BcElERETdzmQyQafTQaPRSC4vXyaKIoYPH47g4OAbHvvyjqXFYnFZt1gs8PHxkczl6+uLsWPHuux/5MgRpKamorGxEYsXL0ZGRsYNr6kv4T2XREREvUjniPt7egndYt++fXA4HIiNjXVZFwRB8pT4jfDx8UFAQECX75o0Go2S0CqKIiIjIyVPql/2+eefIycnB1arFRkZGUhKSrqpNfUlDJdERES9yPfxRHZvpNVq4ebm5vJF5C0tLaivr0d2dvZNjz969GhUVlbCYrHgjjvucLY3NTXBbDY7Q63VasXBgwddzrVnzx68/PLLcHd3x+uvv47p06ff9Hr6El4WJyIiom539OhRqNVqyeXpywRBgI+PD8LDw296/EcffRRWq1X2ovNPPvkEABAXFwcAqKqqgtVqdb6C6LKamhrk5ubCw8MD7777LoPlDeDOJREREXWrzs5ONDU1ISoqymX98i/luLpMfb1mzJiBoqIivP/++zAYDLj//vtRXl6Of//735g/fz7uvfdeAJeCbFhYGIYMGSI5ft26dbBardBoNDAajSgpKZHNMW3aNNlT7sRwSURERN2stbUVdrsdAwYMkNUu/1JOZmbmLc3Rr18/rF27Fh9++CH+9a9/4bPPPsOdd96JzMxMLFy40NmvrKwMMTExkmNtNhuqqqoAXAqfgiC4nGPHjh0Mly70M5vNrp/TJyIiIsWZTCYEBgb29DLoB643/x3xnksiIiIiUgzDJREREREphuGSiIiIiBTDcElEREREimG4JCIiIiLFMFwSERERkWIYLomIiIhIMQyXRERERKQYhksiIiIiUgzDJREREREphuGSiIiIiBTDcElEREREimG4JCIiIiLFMFwSERFRtzAYDIiMjLzqvyeeeEJyjFarRWRkJJqammTjnTt3DnFxcfjggw+uOu9bb70lG/e7fvnLXyItLU0y73PPPYfp06dDo9Fg7ty5+OCDD9De3n7Vcf70pz8hMjLyqn1udx49vQAiIiLqGwYOHIi8vDyXtZKSEpSXlyM6OlrSLooi1Go1QkJCJO0WiwVZWVkwGo1XnfPTTz/F3/72NwQHB1+1X3l5OebPnw8AqKqqwooVKzBo0CAsWrQI/v7+2L9/PwoLC3H48GGsW7cObm7y/bm9e/fi/fffv+o8fQHDJREREXULlUqFmTNnytr1ej2qqqowbtw4rFy5UlITBAGTJ0+WtNXV1WHNmjWoq6vrci6LxYJ169bhb3/72zXXdfz4cZhMJuc8r7/+Onx8fPDxxx9jyJAhAIB58+bhnXfewV//+lfs2bMHMTExzuNtNhs+/vhjFBYWorOz85rz3e54WZyIiIh6jN1uR35+PgAgJycHHh7f7nuZTCbU1tZCo9E42zZt2oSkpCSYTCYsWrTI5Zg1NTV48skn8be//Q1z5szB0KFDr7oGURQRGBiIsLAwnDp1Cl9//TWmTp3qDJaXPf744wAuXTK/co0LFy7Ehg0b8JOf/ASjRo26sS/gNsSdSyIiol7kYuXqnl5Cl1QTCxQfs7i4GHq9HkuWLIFarZbUBEGASqXC+PHjnW3Hjx9HXFwc0tPT0dDQgM2bN8vGbGpqQmBgIPLy8hAREXHN+y1FUcSkSZMAAIMHD8bf/vY3eHt7y/p98803ACC5JH7mzBm4ubnh9ddfR0xMDJ599tnrP/nbFMMlERFRL2I/e6ynl9BtbDYbCgsL4e/vj+TkZFldFEVMnDgRXl5ezra8vDzn54aGBpfjTp48GdOmTbuuNZw9exY6nc65C+rh4SELuZf95S9/AQA8+OCDzrZ77rkHn376Kfr163dd8/UFvCxOREREPaK0tBRGoxELFy6ESqWS1Gw2Gw4cOCC73/LKoNmV6+lzWXl5Ofr163fNJ7w/+ugj7N+/H6NGjcKUKVOc7R4eHgyW38FwSURERD1i69at8Pb2xoIFC2S1Q4cOoa2tTRYulSaKIsaNGwcfH58u+3z00UfYsGEDBg0ahDfeeMPlk+L0LX47RERE1O1MJhN0Oh00Gg38/PxkdVEUMXz48Gu+QuhWOBwOlJeXdxlgbTYb3njjDWzYsAFDhw7F+vXrZa9EIjnec0lERNSLuPn1jaeN9+3bB4fDgdjYWJd1QRAkT4l/H44ePYrTp0+7DJcXLlzASy+9hLKyMtxzzz0oKCjAj370o+91PbcLhksiIqJe5Pt4Irs30mq1cHNzc3mvY0tLC+rr65Gdnf29rkEURfzoRz/CiBEjJO0XL17Ec889h+rqakycOBFvvfUWfH19v9e13E54WZyIiIi63dGjR6FWq13e6ygIAnx8fBAeHv69ruHKVxBd6Ve/+hWqq6vx8MMP491332WwvEHcuSQiIqJu1dnZiaamJkRFRbmsi6KIiIgIyQvVlWY2m3HkyBGkpKRI2g8fPox//etf8PT0xKRJk1BaWio7NiQkBGPHjv3e1vZDx3BJRERE3aq1tRV2ux0DBgyQ1To6OlBZWYnMzMzvdQ3l5eVwd3dHRESEpH3//v3Odbz11lsuj3388ccZLq+in9lsdvT0IoiIiPoKk8mEwMDAnl4G/cD15r8j3nNJRERERIphuCQiIiIixTBcEhEREZFiGC6JiIiISDEMl0RERESkGIZLIiIiIlIMwyURERERKYbhkoiIiIgUw3BJRERERIphuCQiIiIixTBcEhEREZFiGC6JiIiISDEMl0RERESkGI+eXgARERH1DQaDAbNnz75qn+DgYBQVFTk/a7VapKenY/v27QgJCZH0PXfuHBITExEfH4+0tDTZWM3Nzfjggw9QUVGBM2fOYODAgZg0aRKeffZZBAYGyvqfOnUKs2bNwnvvvYeIiAhYLBZs3LgRpaWlaG5uhkqlwtixY5GamooxY8Z0eQ7XWtftjuGSiIiIusXAgQORl5fnslZSUoLy8nJER0dL2kVRhFqtlgVLi8WCrKwsGI1Gl+OdOXMGqampOHfuHObMmYMf//jHqKurw44d7SOB/QABAABJREFUO1BRUYFNmzZhyJAhkmMEQUD//v0RHh4Oh8OB7OxsVFRUYPr06UhMTMSZM2ewbds2pKWloaCgAJGRkbJ5r7WuvoDhkoiIiLqFSqXCzJkzZe16vR5VVVUYN24cVq5cKakJgoDJkydL2urq6rBmzRrU1dV1Odcf/vAH/Oc//8G7776LSZMmOdujoqKQlZWFP/7xj/jZz34mOUYURURERMDT0xO7d+9GRUUFUlJSsHz5cmef+Ph4JCYmYu3atdiyZcsNr6svYLgkIiLqRT74LL+nl9CltMdfUXxMu92O/PxL55yTkwMPj2+jiclkQm1tLZ577jln26ZNm7Bhwwb4+Phg0aJF2Lx5s8txKyoqEBISIgmWADBlyhT4+vqiqqpK0t7R0YHKykqsXr0aALB//34AwNy5cyX9goKCMGHCBOzbtw9msxkBAQE3tK6+gOGSiIioF2k09a1dr+LiYuj1eixZsgRqtVpSEwQBKpUK48ePd7YdP34ccXFxSE9PR0NDQ5chbsOGDbhw4YKs/eLFi7h48SLc3KTPNGu1Wly4cMEZRletWoV58+Zh6NChsjFOnz4NAJIxrnddfQHDJREREfUIm82GwsJC+Pv7Izk5WVYXRRETJ06El5eXsy0vL8/5uaGhocuxg4KCXLb/9a9/RWdnJyZOnChpFwQBI0eOdB4XEBDg3JW8UnV1NXQ6HUJDQ+Hn53fD6+oL+CoiIiIi6hGlpaUwGo1YuHAhVCqVpGaz2XDgwAHZ/ZZXBs0bdeDAAXz00Ufw8fHB4sWLJTVRFGVzfZfRaMQrr1y6NeC7T4HfyrpuNwyXRERE1CO2bt0Kb29vLFiwQFY7dOgQ2trarhn4rld5eTleeOEF2O125OXlSXY2m5qa0NDQcNW5DAYDli1bhubmZiQlJWHq1KmKrOt2xMviREREvcjdgSN6egndwmQyQafTITo6WnJ5+TJRFDF8+HAEBwff8lzFxcV488030a9fP7z22muYMmWKbC5fX1+MHTvW5fFHjhzBCy+8gG+++QaLFy9GRkbGLa/pdsZwSURE1It8H09k90b79u2Dw+FAbGysy7ogCNBoNLc8z/r167Fx40b4+vri17/+NSIiImR9RFFEZGSk5En1yz7//HPk5OTAarUiIyMDSUlJt7ym2x0vixMREVG302q1cHNzc/ki8paWFtTX19/yJfHf/va32LhxI370ox/hww8/dBksrVYrDh486DLI7tmzBy+++CLsdjtef/11BsvrxJ1LIiIi6nZHjx6FWq2Gj4+PrCYIAnx8fBAeHn7T42/fvh3/9V//hbvuugt/+MMfXL5SCACqqqpgtVpl78OsqalBbm4uPDw8UFBQgAcffPCm19LXMFwSERFRt+rs7ERTUxOioqJc1i//Uo6ry9TX4+LFi3jvvfcAANOmTcPBgwdlfVQqFaZNmwZBEBAWFib7Kch169bBarVCo9HAaDSipKRENsa0adNkT7kTwyURERF1s9bWVtjtdgwYMEBWu/xLOZmZmTc9/tGjR3H27FkAwJ///GeXfYKDgzFt2jSUlZUhJiZGUrPZbM5f8BEEAYIguBxjx44dDJcu9DObzY6eXgQREVFfYTKZEBgY2NPLoB+43vx3xAd6iIiIiEgxDJdEREREpBiGSyIiIiJSDMMlERERESmG4ZKIiIiIFMNwSURERESKYbgkIiIiIsUwXBIRERGRYhguiYiIiEgxDJdEREREpBiGSyIiIiJSDMMlERERESnGo6cXQERERH2DwWDA7Nmzr9onODgYRUVFzs9arRbp6enYvn07QkJCJH3PnTuHxMRExMfHIy0tTTbW6dOn8cEHH6CsrAynT5/G3Xffjblz5+LJJ59Ev379ZP1PnTqFWbNm4b333kNERAQsFgs2btyI0tJSNDc3Q6VSYezYsUhNTcWYMWO6PIdrret2x3BJRERE3WLgwIHIy8tzWSspKUF5eTmio6Ml7aIoQq1Wy4KlxWJBVlYWjEajy/HOnz+P9PR0tLS0YN68ebjrrrtQVlaGX//616irq8PPfvYz2TGCIKB///4IDw+Hw+FAdnY2KioqMH36dCQmJuLMmTPYtm0b0tLSUFBQgMjISNkY11pXX8BwSURERN1CpVJh5syZsna9Xo+qqiqMGzcOK1eulNQEQcDkyZMlbXV1dVizZg3q6uq6nGvz5s1oaGjAr371KzzyyCMAgLlz5+KFF17Atm3bkJCQALVaLTlGFEVERETA09MTu3fvRkVFBVJSUrB8+XJnn/j4eCQmJmLt2rXYsmXLDa+rL+A9l0RERNRj7HY78vPzAQA5OTnw8Ph238tkMqG2thYajcbZtmnTJiQlJcFkMmHRokVdjtve3o77778f06dPl7RHRUXB4XDg+PHjkvaOjg5UVlY659q/fz+AS4H0SkFBQZgwYQLq6+thNptveF19AXcuiYiIepEr7zfsbZ544gnFxywuLoZer8eSJUtkO4mCIEClUmH8+PHOtuPHjyMuLg7p6eloaGjA5s2bXY773R3QK48HgDvvvFPSrtVqceHCBUyaNAkAsGrVKsybNw9Dhw6VjXH69GkAgJvbt3t017uuvoDhkoiIqBfpS/fq2Ww2FBYWwt/fH8nJybK6KIqYOHEivLy8nG15eXnOzw0NDdc1z8WLF9HU1IRdu3bhH//4B6ZOnYrRo0dL+giCgJEjRyIoKAgAEBAQgICAANlY1dXV0Ol0CA0NhZ+f3y2t63bFcElEREQ9orS0FEajEWlpaVCpVJKazWbDgQMHZDuQVwbN6/WHP/wBf/3rXwEAd999N1avXi3rI4oipk6detVxjEYjXnnlFQCQPQV+M+u6XfGeSyIiIuoRW7duhbe3NxYsWCCrHTp0CG1tbbKHeW7GT37yE/zmN7/BihUr0NraiqSkJBw5csRZb2pqQkNDw1XnMhgMWLZsGZqbm5GUlHTNINqXMVwSERFRtzOZTNDpdNBoNJLLy5eJoojhw4cjODj4lueKiIjAlClTkJycjPfeew8WiwW/+93vJHP5+vpi7NixLo8/cuQIUlNT0djYiMWLFyMjI+OW13Q742VxIiKiXsTVAyS3o3379sHhcCA2NtZlXRAEyVPiSrn33nsxfPhwHD161NkmiiIiIyMlT6pf9vnnnyMnJwdWqxUZGRlISkpSfE23G4ZLIiKiXuT7eCK7N9JqtXBzc3P5IvKWlhbU19cjOzv7psZ2OBz46U9/Ci8vL/zxj3+U1dva2uDt7Q0AsFqtOHjwoMu59uzZg5dffhnu7u54/fXXZa81Itd4WZyIiIi63dGjR6FWq+Hj4yOrCYIAHx8fhIeH39TY/fr1Q2BgIHQ6HcrLyyW1f/7zn2hubsa0adMAAFVVVbBarc5XEF1WU1OD3NxceHh44N1332WwvAHcuSQiIqJu1dnZiaamJkRFRbmsX/6lHFeXqa/X6tWr8X//93/4+c9/jrlz5+Kuu+7Cl19+ic8++wzDhg3DsmXLAFwKsmFhYRgyZIjk+HXr1sFqtUKj0cBoNKKkpEQ2x7Rp02RPuRPDJREREXWz1tZW2O12DBgwQFa7/Es5mZmZtzTHsGHD8PHHH+MPf/gDdu7ciXPnziEoKAiLFi3CkiVL4OvrCwAoKytDTEyM5FibzYaqqioAl8KnIAgu59ixYwfDpQv9zGazo6cXQURE1FeYTCYEBgb29DLoB643/x3xnksiIiIiUgzDJREREREphuGSiIiIiBTDcElEREREimG4JCIiIiLFMFwSERERkWIYLomIiIhIMQyXRERERKQYhksiIiIiUgzDJREREREphuGSiIiIiBTDcElEREREimG4JCIiIiLFMFwSERFRtzAYDIiMjLzqvyeeeEJyjFarRWRkJJqammTjnTt3DnFxcfjggw+ua/41a9YgMjISBoPBZf3UqVOIjIzEgQMHAAAWiwXr16/H3LlzMXnyZEyfPh2ZmZnQ6XRXnedG13W78ejpBRAREVHfMHDgQOTl5bmslZSUoLy8HNHR0ZJ2URShVqsREhIiabdYLMjKyoLRaLyuuXft2oV//etfV+0jCAL69++P8PBwOBwOZGdno6KiAtOnT0diYiLOnDmDbdu2IS0tDQUFBYiMjJSNcaPruh0xXBIREVG3UKlUmDlzpqxdr9ejqqoK48aNw8qVKyU1QRAwefJkSVtdXR3WrFmDurq665rXYDDg7bffhpeXF9rb27vsJ4oiIiIi4Onpid27d6OiogIpKSlYvny5s098fDwSExOxdu1abNmy5ZbWdbviZXEiIiLqMXa7Hfn5+QCAnJwceHh8u+9lMplQW1sLjUbjbNu0aROSkpJgMpmwaNGia47f2dmJ3Nxc3HXXXbJd0St1dHSgsrLSOdf+/fsBAHPnzpX0CwoKwoQJE1BfXw+z2XzT67qdceeSiIioF9ky+y89vYQuLdyxWPExi4uLodfrsWTJEqjVaklNEASoVCqMHz/e2Xb8+HHExcUhPT0dDQ0N2Lx581XH37RpE44dO4aPP/4Yf/rTn7rsp9VqceHCBUyaNAkAsGrVKsybNw9Dhw6V9T19+jQAwM3t2z26G13X7YzhkoiIqBdp0Tb39BK6jc1mQ2FhIfz9/ZGcnCyri6KIiRMnwsvLy9mWl5fn/NzQ0HDV8XU6HQoLC7F69Wrcc889V+0rCAJGjhyJoKAgAEBAQAACAgJk/aqrq6HT6RAaGgo/P7+bWtftjpfFiYiIqEeUlpbCaDRi4cKFUKlUkprNZsOBAwdk91teGTSv5sKFC8jNzcWDDz6IBQsWXLO/KIqyub7LaDTilVdeAQCkpaXd1Lr6Au5cEhERUY/YunUrvL29XYa/Q4cOoa2t7ZqBrytr165Fa2sr1q9fj379+l21b1NTExoaGq46l8FgwKpVq9Dc3IykpCRMnTr1ptbVF3DnkoiIiLqdyWSCTqeDRqORXF6+TBRFDB8+HMHBwTc89v/8z//gH//4B5599ll4eXnBbDbDbDajo6MDwKX3UF75MI4oivD19cXYsWNdjnfkyBGkpqaisbERixcvRkZGxg2vqS/hziUREVEv8qPxNx6mfoj27dsHh8OB2NhYl3VBECRPid/o2ADw1ltv4a233pLVf/rTnwL49olwURQRGRkpeVL9ss8//xw5OTmwWq3IyMhAUlLSTa2pL2G4JCIi6kW+jyeyeyOtVgs3NzeXLyJvaWlBfX09srOzb2rsn/70py7fp/mnP/0JFRUVyM/Px6BBgwAAVqsVBw8edDnXnj178PLLL8Pd3R2vv/46pk+fflPr6WsYLomIiKjbHT16FGq1Gj4+PrKaIAjw8fFBeHj4TY19zz33uHw6vKSkBAAwduxY3HnnnQCAqqoqWK1W5yuILqupqUFubi48PDxQUFCABx988KbW0hcxXBIREVG36uzsRFNTE6KiolzWL/9SjqvL1EoTBAFhYWEYMmSIpH3dunWwWq3QaDQwGo3OYHqladOmyZ5yJ4ZLIiIi6matra2w2+0YMGCArHb5l3IyMzO7ZS1lZWWIiYmRtNlsNlRVVQG4FD4FQXB57I4dOxguXehnNpsdPb0IIiKivsJkMiEwMLCnl0E/cL3574ivIiIiIiIixTBcEhEREZFiGC6JiIiISDEMl0RERESkGIZLIiIiIlIMwyURERERKYbhkoiIiIgUw3BJRERERIphuCQiIiIixTBcEhEREZFiGC6JiIiISDEMl0RERESkGIZLIiIiIlKMR08vgIiIiPoGg8GA2bNnX7VPcHAwioqKnJ+1Wi3S09Oxfft2hISESPqeO3cOiYmJiI+PR1pammysjz76CBs2bHA5z9KlS2XHnDp1CrNmzcJ7772HiIgIWCwWbNy4EaWlpWhuboZKpcLYsWORmpqKMWPGdHkO11rX7Y7hkoiIiLrFwIEDkZeX57JWUlKC8vJyREdHS9pFUYRarZYFS4vFgqysLBiNxi7nq62thUqlwosvviirjRw5UtYmCAL69++P8PBwOBwOZGdno6KiAtOnT0diYiLOnDmDbdu2IS0tDQUFBYiMjJSNcT3rut0xXBIREVG3UKlUmDlzpqxdr9ejqqoK48aNw8qVKyU1QRAwefJkSVtdXR3WrFmDurq6q85XU1ODe+65x+WcroiiiIiICHh6emL37t2oqKhASkoKli9f7uwTHx+PxMRErF27Flu2bLmpdd3ueM8lERER9Ri73Y78/HwAQE5ODjw8vt33MplMqK2thUajcbZt2rQJSUlJMJlMWLRoUZfjWiwWnDx5Evfcc891raOjowOVlZXOufbv3w8AmDt3rqRfUFAQJkyYgPr6epjN5hteV1/AnUsiIqJe5JGdvfdy6n/HDVV8zOLiYuj1eixZsgRqtVpSEwQBKpUK48ePd7YdP34ccXFxSE9PR0NDAzZv3uxy3Lq6OtjtdowYMQIAYLVa4e7uLgmvV9Jqtbhw4QImTZoEAFi1ahXmzZuHoUPl53z69GkAgJvbt3t017uuvoDhkoiIqBc5YOro6SV0G5vNhsLCQvj7+yM5OVlWF0UREydOhJeXl7MtLy/P+bmhoaHLsWtqagBcCn0LFixAQ0MD3NzcEB4ejtWrV+Pee++V9BcEASNHjkRQUBAAICAgAAEBAbJxq6urodPpEBoaCj8/vxteV1/Ay+JERETUI0pLS2E0GrFw4UKoVCpJzWaz4cCBA7L7La8MmldzOVweOnQIc+fOxdtvv43U1FQcO3YMzzzzDI4cOSLpL4qibK7vMhqNeOWVVwBA9hT49a6rL+DOJREREfWIrVu3wtvbGwsWLJDVDh06hLa2tmsGvq489NBD8PHxwaJFi5w7kFOmTMHkyZORmpqK3/72tygsLAQANDU1oaGh4apzGQwGrFq1Cs3NzUhKSsLUqVNval19AcMlERERdTuTyQSdTofo6GjJ5eXLRFHE8OHDERwcfFPjP/zww3j44Ydl7ffffz8eeOABVFdXo62tDT4+PhBFEb6+vhg7dqzLsY4cOYIXXngB33zzDRYvXoyMjIybWlNfwXBJRETUi0QEevb0ErrFvn374HA4EBsb67IuCILkKXElDRo0CA6HAxcvXnSGy8jISJcP+3z++efIycmB1WpFRkYGkpKSvpc13U4YLomIiHqR7+OJ7N5Iq9XCzc3N5YvIW1paUF9fj+zs7Jsa2+Fw4OmnnwZw6RVB31VfXw8fHx8MHDgQVqsVBw8edDnXnj178PLLL8Pd3R2vv/46pk+fflPr6Wv4QA8RERF1u6NHj0KtVsPHx0dWEwQBPj4+CA8Pv6mx+/XrB39/fxw5cgSff/65pPbZZ5+hvr4eM2fOhLu7O6qqqmC1Wp2vILqspqYGubm58PDwwLvvvstgeQO4c0lERETdqrOzE01NTYiKinJZv/xLOV29k/J6PPfcc9DpdFizZg3mzJmDH//4x/jyyy/x2Wef4Z577sGyZcsAXAqyYWFhGDJkiOT4devWwWq1QqPRwGg0oqSkRDbHtGnTZE+5E8MlERERdbPW1lbY7XYMGDBAVrv8SzmZmZm3NMc999yDjz/+GBs2bMDu3btx7tw5BAYGYtGiRXj66aedc5eVlSEmJkZyrM1mQ1VVFYBL4VMQBJdz7Nixg+HShX5ms9nR04sgIiLqK0wmEwIDA3t6GfQD15v/jnjPJREREREphuGSiIiIiBTDcElEREREimG4JCIiIiLFMFwSERERkWIYLomIiIhIMQyXRERERKQYhksiIiIiUgzDJREREREphuGSiIiIiBTDcElEREREimG4JCIiIiLFePT0AoiIiKhvMBgMmD179lX7BAcHo6ioyPlZq9UiPT0d27dvR0hIiKTvuXPnkJiYiPj4eKSlpbkc75///Cc+/fRT1NbWon///hg7dixWrFiBYcOGyfqeOnUKs2bNwnvvvYeIiAhYLBZs3LgRpaWlaG5uhkqlwtixY5GamooxY8Z0eQ7Xs67bGcMlERERdYuBAwciLy/PZa2kpATl5eWIjo6WtIuiCLVaLQuWFosFWVlZMBqNXc63YcMGfPTRRxg/fjwyMjLwn//8B1u2bEFqaio++eQT3HnnnZL+giCgf//+CA8Ph8PhQHZ2NioqKjB9+nQkJibizJkz2LZtG9LS0lBQUIDIyEjZnNezrtsdwyURERF1C5VKhZkzZ8ra9Xo9qqqqMG7cOKxcuVJSEwQBkydPlrTV1dVhzZo1qKur63KuY8eOYePGjXj44Yfx1ltvwd3dHQAQGRmJZ599Fh9//DFeeuklyTGiKCIiIgKenp7YvXs3KioqkJKSguXLlzv7xMfHIzExEWvXrsWWLVtueF19Ae+5JCIioh5jt9uRn58PAMjJyYGHx7f7XiaTCbW1tdBoNM62TZs2ISkpCSaTCYsWLepy3O3bt8Nut+OFF15wBksAmDBhAtLS0jB69GhJ/46ODlRWVjrn2r9/PwBg7ty5kn5BQUGYMGEC6uvrYTabb3hdfQF3LomIiHoRVf7ya3fqIRdfeV/xMYuLi6HX67FkyRKo1WpJTRAEqFQqjB8/3tl2/PhxxMXFIT09HQ0NDdi8ebPLcSsrKzFixAjnpe+Ojg7Y7XZ4e3tj6dKlsv5arRYXLlzApEmTAACrVq3CvHnzMHToUFnf06dPAwDc3L7do7vedfUFDJdERES9iHvdkZ5eQrex2WwoLCyEv78/kpOTZXVRFDFx4kR4eXk52/Ly8pyfGxoaXI7b0dGBpqYmaDQaVFVV4fe//z2+/PJLAMCYMWOwevVqPPDAA5JjBEHAyJEjERQUBAAICAhAQECAbOzq6mrodDqEhobCz8/vhtbVV/CyOBEREfWI0tJSGI1GLFy4ECqVSlKz2Ww4cOCA7H7LK4NmV86fPw+73Y4TJ04gIyMD9913H958802sWrUKDQ0NWLZsmTNsXiaKomyu7zIajXjllVcAQPYU+PWsq6/gziURERH1iK1bt8Lb2xsLFiyQ1Q4dOoS2trZrBj5X2tvbAQCNjY147rnnsHjxYmctIiICKSkpKCgowIcffggAaGpqQkNDw1XnMhgMWLVqFZqbm5GUlISpU6fe8Lr6Cu5cEhERUbczmUzQ6XTQaDSSy8uXiaKI4cOHIzg4+IbHvrwL6u7ujnnz5klq9957Lx544AEcPnwYFy9edM7l6+uLsWPHuhzvyJEjSE1NRWNjIxYvXoyMjIwbXlNfwp1LIiKiXqRzxP09vYRusW/fPjgcDsTGxrqsC4IgeUr8RgwYMAA+Pj7w8PCAt7e3rD548GA4HA60tbVBpVJBFEVERkZKnlS/7PPPP0dOTg6sVisyMjKQlJR0U2vqSxguiYiIepHv44ns3kir1cLNzc3li8hbWlpQX1+P7Ozsmxq7X79+uP/++1FZWQmj0Sh74vvkyZNQqVQYNGgQrFYrDh486HKuPXv24OWXX4a7uztef/11TJ8+/abW09fwsjgRERF1u6NHj0KtVsPHx0dWEwQBPj4+CA8Pv+nxZ82aBYfDgQ0bNkjay8rKcPz4cUyfPh1ubm6oqqqC1Wp1voLospqaGuTm5sLDwwPvvvsug+UN4M4lERERdavOzk40NTUhKirKZf3yL+W4ukx9vR599FHs3bsX//jHP/DNN99gypQpOHnyJLZu3YrAwEDnr+4IgoCwsDAMGTJEcvy6detgtVqh0WhgNBpRUlIim2PatGmyp9yJ4ZKIiIi6WWtrK+x2OwYMGCCrXf6lnMzMzFue51e/+hU+/fRTFBUV4be//S18fX3xyCOPYNmyZc4wWVZWhpiYGMlxNpsNVVVVAC6FT0EQXI6/Y8cOhksX+pnNZkdPL4KIiKivMJlMCAwM7Oll0A9cb/474j2XRERERKQYhksiIiIiUgzDJREREREphuGSiIiIiBTDcElEREREimG4JCIiIiLFMFwSERERkWIYLomIiIhIMQyXRERERKQYhksiIiIiUgzDJREREREphuGSiIiIiBTDcElEREREivHo6QUQERFR32AwGDB79uyr9gkODkZRUZHzs1arRXp6OrZv346QkBBJ33PnziExMRHx8fFIS0uT1CIjI6+5nv3790s+nzp1CrNmzcJ7772HiIgIWCwWbNy4EaWlpWhuboZKpcLYsWORmpqKMWPGdDnu1dbVFzBcEhERUbcYOHAg8vLyXNZKSkpQXl6O6OhoSbsoilCr1bJgabFYkJWVBaPR6HK8ruYpLy9HSUmJbB4AEAQB/fv3R3h4OBwOB7Kzs1FRUYHp06cjMTERZ86cwbZt25CWloaCggKXAfZa6+oLGC6JiIioW6hUKsycOVPWrtfrUVVVhXHjxmHlypWSmiAImDx5sqStrq4Oa9asQV1dXZdzuZrn1KlT+O1vfwu1Wo1XXnlFVhdFEREREfD09MTu3btRUVGBlJQULF++3NknPj4eiYmJWLt2LbZs2XLD6+oLeM8lERER9Ri73Y78/HwAQE5ODjw8vt33MplMqK2thUajcbZt2rQJSUlJMJlMWLRo0Q3N9dZbb6G1tRW/+MUv4OPjI6l1dHSgsrLSOdflS+Zz586V9AsKCsKECRNQX18Ps9msyLpuN9y5JCIi6kUuVq7u6SV0STWxQPExi4uLodfrsWTJEqjVaklNEASoVCqMHz/e2Xb8+HHExcUhPT0dDQ0N2Lx583XNs3//fnzxxReYOXMmJkyYIKtrtVpcuHABkyZNAgCsWrUK8+bNw9ChQ2V9T58+DQBwc/t2j+5m13U7YrgkIiLqRexnj/X0ErqNzWZDYWEh/P39kZycLKuLooiJEyfCy8vL2ZaXl+f83NDQcN1zvf/++/Dw8MCyZctc1gVBwMiRIxEUFAQACAgIQEBAgKxfdXU1dDodQkND4efnd8vruh3xsjgRERH1iNLSUhiNRixcuBAqlUpSs9lsOHDggOx+yyuD5vWqrq7GkSNHMHPmTPzoRz9y2UcURdlc32U0Gp33an73KfCbWdftiuGSiIiIesTWrVvh7e2NBQsWyGqHDh1CW1vbNQPf9c4DAElJSS7rTU1NaGhouOpcBoMBy5YtQ3NzM5KSkjB16tRbXtftiuGSiIiIup3JZIJOp4NGo5FcXr5MFEUMHz4cwcHBtzRPR0cHBEHAfffdh+HDh7vsI4oifH19MXbsWJf1I0eOIDU1FY2NjVi8eDEyMjJuaU23O95zSURE1Iu4+Y3q6SV0i3379sHhcCA2NtZlXRAEyVPiN6uyshJtbW2YMWNGl31EUURkZKTkSfXLPv/8c+Tk5MBqtSIjI6PL3U/6FsMlERFRL/J9PJHdG2m1Wri5ubl8EXlLSwvq6+uRnZ2tyDwA8NBDD7msW61WHDx40OVce/bswcsvvwx3d3e8/vrrmD59+i2vpy9guCQiIqJud/ToUajVatn7JoFLu5Y+Pj4IDw9XZB6VStXlJfGqqipYrVbnK4guq6mpQW5uLjw8PFBQUIAHH3zwltfSVzBcEhERUbfq7OxEU1MToqKiXNYv/1KOq8vUN6qhoQFBQUGSd1JeSRAEhIWFYciQIZL2devWwWq1QqPRwGg0oqSkRHbstGnTZE+5E8MlERERdbPW1lbY7XYMGDBAVrv8SzmZmZmKzHXmzBmEhoZ2WS8rK0NMTIykzWazoaqqCsCl8CkIgstjd+zYwXDpQj+z2ezo6UUQERH1FSaTCYGBgT29DPqB681/R3wVEREREREphuGSiIiIiBTDcElEREREimG4JCIiIiLFMFwSERERkWIYLomIiIhIMQyXRERERKQYhksiIiIiUgzDJREREREphuGSiIiIiBTDcElEREREimG4JCIiIiLFMFwSERERkWI8enoBRERE1DcYDAbMnj37qn2Cg4NRVFTk/KzVapGeno7t27cjJCRE0vfcuXNITExEfHw80tLSZGP95z//wfr16yGKIlpbWzF06FA8+uijWLJkCby8vGT9T506hVmzZuG9995DREQELBYLNm7ciNLSUjQ3N0OlUmHs2LFITU3FmDFjujyHa63rdsdwSURERN1i4MCByMvLc1krKSlBeXk5oqOjJe2iKEKtVsuCpcViQVZWFoxGo8vxzp8/j6VLl+LUqVOIj49HWFgYKisr8cc//hFHjx7Fu+++KztGEAT0798f4eHhcDgcyM7ORkVFBaZPn47ExEScOXMG27ZtQ1paGgoKChAZGSkb41rr6gsYLomIiKhbqFQqzJw5U9au1+tRVVWFcePGYeXKlZKaIAiYPHmypK2urg5r1qxBXV1dl3MVFRXBYDBgxYoVSE5OBgDMnTsXv/zlL/GPf/wDZWVlmDRpkuQYURQREREBT09P7N69GxUVFUhJScHy5cudfeLj45GYmIi1a9diy5YtN7yuvoD3XBIREVGPsdvtyM/PBwDk5OTAw+PbfS+TyYTa2lpoNBpn26ZNm5CUlASTyYRFixZ1Oe7XX38NAPjJT34iaZ82bRqAS4H2Sh0dHaisrHTOtX//fgCXAumVgoKCMGHCBNTX18NsNt/wuvoC7lwSERH1Ih98lt/TS+hS2uOvKD5mcXEx9Ho9lixZArVaLakJggCVSoXx48c7244fP464uDikp6ejoaEBmzdvdjnusGHDAABfffUVRowY4WxvaGgAAAQGBkr6a7VaXLhwwbmbuWrVKsybNw9Dhw6VjX369GkAgJvbt3t017uuvoDhkoiIqBdpNPWdS6o2mw2FhYXw9/d3Xrq+kiiKmDhxouThm7y8POfny0HRldmzZ2PPnj0oKCiAt7c3QkNDUV1djY8++ggjRozA//t//0/SXxAEjBw5EkFBQQCAgIAABAQEyMatrq6GTqdDaGgo/Pz8bnhdfQEvixMREVGPKC0thdFoxMKFC6FSqSQ1m82GAwcOyO63dPWUtyv9+/fHsmXL4HA4kJWVhSeeeAKvvPIKBg8ejN/97ne44447JP1FUZTN9V1GoxGvvHJp9/a7T4Ff77r6AoZLIiIi6hFbt26Ft7c3FixYIKsdOnQIbW1t1wx8XfnnP/+JFStWwOFw4LnnnsPbb7+NpUuXwmQyIS0tDadOnXL2bWpqQkNDw1XnMhgMWLZsGZqbm5GUlISpU6fe1Lr6Al4WJyIiom5nMpmg0+kQHR0tubx8mSiKGD58OIKDg29q/N///vfw9vZGYWGh8zVGU6dOxcSJE7Fs2TK88847ePPNN51z+fr6YuzYsS7HOnLkCF544QV88803WLx4MTIyMm5qTX0FwyUREVEvcnfgiGt3ug3s27cPDocDsbGxLuuCIEieEr8RZrMZRqMRGo1G9n7MCRMmYNiwYThw4ICzTRRFREZGSp5Uv+zzzz9HTk4OrFYrMjIykJSUdFNr6ksYLomIiHqR7+OJ7N5Iq9XCzc3N5YvIW1paUF9fj+zs7Jsa28PDA/369YPdbndZ7+zshMPhAABYrVYcPHjQ5Vx79uzByy+/DHd3d7z++uuYPn36Ta2nr+E9l0RERNTtjh49CrVaDR8fH1lNEAT4+PggPDz8psb29fXFuHHjcODAAdTU1EhqZWVlaGxsRFRUFACgqqoKVqtV9kL1mpoa5ObmwsPDA++++y6D5Q3gziURERF1q87OTjQ1NTkD3ndd/qUcV5epr9fPfvYzpKWlIS0tDXPnzsVdd92Fmpoa7NixA4MHD3beNykIAsLCwjBkyBDJ8evWrYPVaoVGo4HRaERJSYlsjmnTpsmecieGSyIiIupmra2tsNvtGDBggKx2+ZdyMjMzb2mOkSNH4pNPPsGHH36InTt3orW1FYMHD8bjjz+OZ555xvkS9bKyMsTExEiOtdlsqKqqAnApfAqC4HKOHTt2MFy60M9sNjt6ehFERER9hclkkv06DNGN6s1/R7znkoiIiIgUw3BJRERERIphuCQiIiIixTBcEhEREZFiGC6JiIiISDEMl0RERESkGIZLIiIiIlIMwyURERERKYbhkoiIiIgUw3BJRERERIphuCQiIiIixTBcEhEREZFiGC6JiIiISDEePb0AIiIi6hsMBgNmz5591T7BwcEoKipyftZqtUhPT8f27dsREhIi6Xvu3DkkJiYiPj4eaWlpsrFaWlqwfv16lJWVwWq1Yvjw4Vi4cCFmzpzpcu5Tp05h1qxZeO+99xAREQGLxYKNGzeitLQUzc3NUKlUGDt2LFJTUzFmzJguz+Fa67rdMVwSERFRtxg4cCDy8vJc1kpKSlBeXo7o6GhJuyiKUKvVsmBpsViQlZUFo9Hocrzm5mY8/fTTOHPmDB5//HHcf//9qKqqQm5uLo4dO4bMzEzZMYIgoH///ggPD4fD4UB2djYqKiowffp0JCYm4syZM9i2bRvS0tJQUFCAyMhI2RjXWldfwHBJRERE3UKlUrncNdTr9aiqqsK4ceOwcuVKSU0QBEyePFnSVldXhzVr1qCurq7Lud59912cPn0aL774Ip588kkAwLx58/CjH/0If/7znzF16lRMmDBBcowoioiIiICnpyd2796NiooKpKSkYPny5c4+8fHxSExMxNq1a7Fly5YbXldfwHsuiYiIqMfY7Xbk5+cDAHJycuDh8e2+l8lkQm1tLTQajbNt06ZNSEpKgslkwqJFi1yO2dHRAUEQcPfdd2POnDmS2tNPPw0A2L59u+yYyspK51z79+8HAMydO1fSLygoCBMmTEB9fT3MZvMNrauv4M4lERFRL3Ll/Ya9zRNPPKH4mMXFxdDr9ViyZAnUarWkJggCVCoVxo8f72w7fvw44uLikJ6ejoaGBmzevFk2ptlshtVqxciRI9GvXz9JbcCAARg4cCCOHDkiaddqtbhw4QImTZoEAFi1ahXmzZuHoUOHysY/ffo0AMDN7ds9uutZV1/BcElERNSL9KV79Ww2GwoLC+Hv74/k5GRZXRRFTJw4EV5eXs62vLw85+eGhgaX46pUKgBAW1ubrNbZ2Ylz587BYrFI2gVBwMiRIxEUFAQACAgIQEBAgOz46upq6HQ6hIaGws/P74bW1VfwsjgRERH1iNLSUhiNRixcuNAZCC+z2Ww4cOCA7H7LK4NmV3x9fTFixAhUV1ejublZUtu7dy9sNhusVqukXRRF2VzfZTQa8corrwCA7Cnw61lXX8FwSURERD1i69at8Pb2xoIFC2S1Q4cOoa2t7ZqBrytpaWmwWq147rnnUFZWBoPBgF27duGNN96An5+f5N7OpqYmNDQ0XHUug8GAZcuWobm5GUlJSZg6depNrasv4GVxIiIi6nYmkwk6nQ7R0dGSy8uXiaKI4cOHIzg4+KbGj46ORk5ODgoKCvDcc88BAPz9/fHcc8/hX//6l+SJblEU4evri7Fjx7oc68iRI3jhhRfwzTffYPHixcjIyLipNfUVDJdERES9iKsHSG5H+/btg8PhQGxsrMu6IAiSp8RvxqxZszBjxgzU1NTAzc0NI0eOhJeXFz788EPcddddzn6iKCIyMlKym3nZ559/jpycHFitVmRkZCApKemW1tQXMFwSERH1It/HE9m9kVarhZubm8sXkbe0tKC+vh7Z2dk3Pb4gCDh79ixmzpwp+TWdr776Ci0tLXj88ccBAFarFQcPHnQ51549e/Dyyy/D3d0dr7/+OqZPn37T6+lLGC6JiIio2x09ehRqtRo+Pj6ymiAI8PHxQXh4+E2P/9///d/45z//idGjRztfcdTR0YF169bB29vb+f7KqqoqWK1W5yuILqupqUFubi48PDxQUFCABx988KbX0tcwXBIREVG36uzsRFNTE6KiolzWL/9SjqvL1Nfrpz/9Kf7nf/4Hq1atwvz583HHHXegpKQEOp0OL7/8MoYMGQLgUpANCwtzfr5s3bp1sFqt0Gg0MBqNKCkpkc0xbdo02VPuxHBJRERE3ay1tRV2ux0DBgyQ1S7/Uo6r3/6+ESNGjMD69euxYcMGfPzxx7Db7QgLC8O6deskobasrAwxMTGSY202G6qqqgBcCp+CILicY8eOHQyXLvQzm82Onl4EERFRX2EymRAYGNjTy6AfuN78d8T3XBIRERGRYhguiYiIiEgxDJdEREREpBiGSyIiIiJSDMMlERERESmG4ZKIiIiIFMNwSURERESKYbgkIiIiIsUwXBIRERGRYhguiYiIiEgxDJdEREREpBiGSyIiIiJSjEdPL4CIiIj6BoPBgNmzZ1+1T3BwMIqKipyftVot0tPTsX37doSEhMBsNuPDDz/E//7v/8JkMsHX1xcPPvgg0tPT8eMf/1gylsViwccff4zdu3fDZDIhKCgIs2fPRmJiItzd3WVznzp1CrNmzcJ7772HiIgIWCwWbNy4EaWlpWhuboZKpcLYsWORmpqKMWPGdHkO586dQ2JiIuLj45GWlnZD39HtgOGSiIiIusXAgQORl5fnslZSUoLy8nJER0dL2kVRhFqtRkhICKxWK5YtW4b6+nrExcXh/vvvh8FgwLZt21BeXo7CwkKMGDECAGC32/Hiiy+irKwMs2bNwujRo1FRUYF169bh66+/xi9+8QvZGgRBQP/+/REeHg6Hw4Hs7GxUVFRg+vTpSExMxJkzZ7Bt2zakpaWhoKAAkZGRsjEsFguysrJgNBoV+MZ+mBguiYiIqFuoVCrMnDlT1q7X61FVVYVx48Zh5cqVkpogCJg8eTIA4K9//Svq6urw0ksvYc6cOc4+MTExePrpp/H73/8e77zzDgDg3//+N0RRxIoVK5CcnAwAmDNnDt544w1s374d8fHxst1HURQREREBT09P7N69GxUVFUhJScHy5cudfeLj45GYmIi1a9diy5YtkuPr6uqwZs0a1NXV3cK39MPHey6JiIiox9jtduTn5wMAcnJy4OHx7b6XyWRCbW0tNBoNAKCiogKenp6Ij4+XjDFq1Cjcc889qKqqcrZ99tln8PT0xIIFCyR9n3rqKQDAzp07Je0dHR2orKx0zrV//34AwNy5cyX9goKCMGHCBNTX18NsNjvbN23ahKSkJJhMJixatOiGv4fbCXcuiYiIepEts//S00vo0sIdixUfs7i4GHq9HkuWLIFarZbUBEGASqXC+PHjAQC//OUvcfr0adn9kg6HA2fOnIGb27d7ZjqdDiNGjIBKpZL0DQkJwcCBA/Hll19K2rVaLS5cuIBJkyYBAFatWoV58+Zh6NChsjWfPn0aACTzHT9+HHFxcUhPT0dDQwM2b958o1/FbYPhkoiIqBdp0Tb39BK6jc1mQ2FhIfz9/Z2Xrq8kiiImTpwILy8vAMCQIUMwZMgQWb/du3fjP//5D6ZMmQLg0n2PZ8+edYbS7xo6dCgMBoOkTRAEjBw5EkFBQQCAgIAABAQEyI6trq6GTqdDaGgo/Pz8nO15eXnOdTY0NFzH2d++eFmciIiIekRpaSmMRiMWLlwo22G02Ww4cOCA837LrtTV1eHtt9+Gu7s7UlNTAQDnz58HAPTv39/lMXfccQcuXrwoaRNF8ZpzGf8/9u49rMoy0f//W0AdgpBUdIgZ8pypmSdglBT8qjlOyGSSibJHjbYoKklKjaURdNjlIcidU0442uxvuZ0u8jBObGe7+1r5LMQDqJuhRJHQOMhqcHmMpcD6/eGPVcu1tLQVkHxe1zXX5H3fz31YF398rvt57ueprua5554DcDoF3hgsReFSREREmsn7779P+/btnZ6LBDh48CAXLly4buA7cuQIiYmJnDt3jkWLFnHPPfcAV26Tf/v/r2az2RxurZeXl1NWVnbdsSoqKpg7dy6VlZXExcURERHxvdbYGilcioiISJMzm80UFhYSHh7ucHu5kclkonv37gQGBrq83jAM5syZg8ViYdGiRcTExNjrGncsa2trXV5bW1uLj4+Pw1i+vr4MHDjQZfuioiLi4+M5efIk06dPJykp6XuvszXSM5ciIiItyM8Huw5Tt5pPPvkEm83G+PHjXdYbhmE/uX217OxsVq5ciYeHB+np6U59+Pj44O/vf813TVZXVzuEVpPJRGhoqMNJ9UYff/wxy5Ytw2q1kpSURFxc3PddYqulcCkiItKC/BgnsluigoICPDw8XL6IvKqqitLSUlJSUpzqNm7cSEZGBn5+fixfvpwhQ4a47L9///7s37+f2tpafvazn9nLy8vLsVgs9kBqtVo5cOCAy7E++ugjnn32WTw9PXn55ZcZM2bMzS63VdFtcREREWlyn332GcHBwQ63pxsZhoGPjw+DBg1yKM/NzSUzM5MOHTqwdu3aawZLgF//+tdYrVanF53/+c9/BiAqKgqA/Px8rFar/RVEjY4ePUpqaipeXl68/vrrCpY3QDuXIiIi0qTq6+spLy8nLCzMZX3jl3Kuvk392muvYbPZGDlyJMXFxRQXFztd2/gFoAceeICtW7fyhz/8gYqKCvr168eePXv4n//5Hx555BHuvvtu4EqQ7dOnj9MrjlavXo3VaiU8PJzq6mpycnKcxoqMjHQ65S4KlyIiItLEzpw5Q0NDA7fffrtTXeOXcpKTkx3Kq6qq7O+P3L59u9MXdho1hss2bdqwatUq3n77bf7+97/zt7/9jTvvvJPk5GQeffRRe/vc3FzGjh3r0EddXZ39az+GYWAYhsuxtmzZonDpQhuLxeL6nL6IiIi4ndlsJiAgoLmnIT9xLfnvSM9cioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbeDX3BERERKR1qKio4KGHHrpum8DAQLZu3Wr/d0FBAQkJCWzevJmgoCAsFgtvv/02u3fvxmw24+vry9ChQ0lISKBbt27XHTs2NpaUlBSioqJctjl16hQTJ05kzZo1hISEUFtby/r169m5cyeVlZV4e3szcOBA4uPjGTBgwDXHOnfuHLGxsURHRzN79uzrrvdWpHApIiIiTeKOO+4gLS3NZV1OTg579uxh9OjRDuUmk4ng4GCCgoKwWq3MnTuX0tJSoqKi6NevHxUVFWRnZ7Nnzx6ysrLo2bOnU981NTUkJyfz9ddfX3d+hmFw2223MWjQIGw2GykpKeTl5TFmzBhiY2M5ffo02dnZzJ49m8zMTEJDQ536qK2tZfHixVRXV9/AL3NrUbgUERGRJuHt7c2ECROcyouLi8nPz+e+++5j/vz5DnWGYTBixAgANm7cSElJCUuWLGHSpEn2NmPHjmXWrFm88cYbZGRkOFxfUFDAc889x6lTp75zfiaTiZCQENq2bcuOHTvIy8tj5syZJCYm2ttER0cTGxvLqlWr2LRpk8P1JSUlLF26lJKSku/+MW5heuZSREREmk1DQwPp6ekALFu2DC+vb/a9zGYzx44dIzw8HIC8vDzatm1LdHS0Qx99+/alR48e5OfnO5QvX76chIQEbDabQxh15fLly+zfv98+1t69ewGYPHmyQ7uuXbsyZMgQSktLsVgs9vINGzYQFxeH2Wxm2rRpN/AL3Hq0cykiItKCjNvecm+n/ndUF7f3uW3bNoqLi3nssccIDg52qDMMA29vbwYPHgzACy+8QE1NDZ6eng7tbDYbp0+fxsPDcc/s6NGjxMXF8dhjj7Fr1y42b958zXkUFBRw8eJFhg8fDsCCBQuIiYmhSxfnNdfU1AA4jHfkyBGioqJISEigrKyM99577wZ+hVuLwqWIiEgLss98ubmn0GTq6urIysqiQ4cOzJgxw6neZDIxbNgw2rVrB0Dnzp3p3LmzU7sdO3bw1VdfMWrUKIfyNWvW2K/9LoZh0KtXL7p27QqAv78//v7+Tu0OHTpEYWEhvXv3xs/Pz16elpZmH6usrOx7jXmr0m1xERERaRY7d+6kurqaRx99FG9vb4e6uro69u3bZ3/e8lpKSkpYsWIFnp6exMfHO9R932AJV4Lsd41VXV3Nc889B+B0CvxGxrrVKVyKiIhIs3j//fdp3749U6ZMcao7ePAgFy5cuG7gO3LkCImJiZw7d45FixZxzz333NQ8ysvLKSsru+5YFRUVzJ07l8rKSuLi4oiIiLipsVoDhUsRERFpcmazmcLCQsLDwx1uLzcymUx0796dwMBAl9cbhsGcOXOwWCwsWrSImJiYm56LyWTC19eXgQMHuqwvKioiPj6ekydPMn36dJKSkm56rNZAz1yKiIi0ICEBbZt7Ck3ik08+wWazMX78eJf1hmHYT25fLTs7m5UrV+Lh4UF6evo1+/i+TCYToaGhDifVG3388ccsW7YMq9VKUlIScXFxP2is1kDhUkREpAX5MU5kt0QFBQV4eHi4fBF5VVUVpaWlpKSkONVt3LiRjIwM/Pz8WL58OUOGDPlB87BarRw4cMDlWB999BHPPvssnp6evPzyy4wZM+YHjdVaKFyKiIhIk/vss88IDg7Gx8fHqc4wDHx8fBg0aJBDeW5uLpmZmXTo0IG33nrL5dd4blR+fj5Wq9X+CqJGR48eJTU1FS8vLzIzMxk6dOgPHqu1ULgUERGRJlVfX095eTlhYWEu6xu/lHP1berXXnsNm83GyJEjKS4upri42OlaV18Auh7DMOjTp4/TK45Wr16N1WolPDyc6upqcnJynK6NjIx0OuUuCpciIiLSxM6cOUNDQwO33367U13jl3KSk5Mdyquqquzvj9y+fTvbt2932feNhsvc3FzGjh3rUFZXV2f/2o9hGBiG4fLaLVu2KFy60MZisdiaexIiIiKthdlsJiAgoLmnIT9xLfnvSK8iEhERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG38WruCYiIiEjrUFFRwUMPPXTdNoGBgWzdutX+74KCAhISEti8eTNBQUFYLBbefvttdu/ejdlsxtfXl6FDh5KQkEC3bt0c+qqsrOSPf/wjeXl5nD59mjvuuIPhw4czZ84cAgICnMY+deoUEydOZM2aNYSEhFBbW8v69evZuXMnlZWVeHt7M3DgQOLj4xkwYMA113Du3DliY2OJjo5m9uzZN/Qb3QoULkVERKRJ3HHHHaSlpbmsy8nJYc+ePYwePdqh3GQyERwcTFBQEFarlblz51JaWkpUVBT9+vWjoqKC7Oxs9uzZQ1ZWFj179gTg9OnTxMfHc+7cOSZNmkS3bt0oKSlhy5Yt5OXlsWHDBjp37uwwlmEY3HbbbQwaNAibzUZKSgp5eXmMGTOG2NhYTp8+TXZ2NrNnzyYzM5PQ0FCnddTW1rJ48WKqq6vd9Kv99ChcioiISJPw9vZmwoQJTuXFxcXk5+dz3333MX/+fIc6wzAYMWIEABs3bqSkpIQlS5YwadIke5uxY8cya9Ys3njjDTIyMgB46623+Oqrr3j99dcZPny4vW1YWBiLFy/mT3/6E0899ZTDWCaTiZCQENq2bcuOHTvIy8tj5syZJCYm2ttER0cTGxvLqlWr2LRpk8P1JSUlLF26lJKSkpv8hW4NeuZSREREmk1DQwPp6ekALFu2DC+vb/a9zGYzx44dIzw8HIC8vDzatm1LdHS0Qx99+/alR48e5Ofn28vy8vIICgpyCJYAo0aNwtfX16EtwOXLl9m/f799rL179wIwefJkh3Zdu3ZlyJAhlJaWYrFY7OUbNmwgLi4Os9nMtGnTbuanuGVo51JERKQF8U5P/O5GzeTr5/7g9j63bdtGcXExjz32GMHBwQ51hmHg7e3N4MGDAXjhhReoqanB09PToZ3NZuP06dN4eHyzZ7Z27VouXrzovIavv+brr792aAtXnu28ePGiPYwuWLCAmJgYunTp4tRHTU0NgEMfR44cISoqioSEBMrKynjvvfdu5Ge4pShcioiItCCeJUXNPYUmU1dXR1ZWFh06dGDGjBlO9SaTiWHDhtGuXTsAOnfu7PScJMCOHTv46quvGDVqlL2sa9euLsfcuHEj9fX1DBs2zKHcMAx69eplv87f3x9/f3+n6w8dOkRhYSG9e/fGz8/PXp6WlmafZ1lZ2Xes/Nam2+IiIiLSLHbu3El1dTWPPvoo3t7eDnV1dXXs27fP/rzltZSUlLBixQo8PT2Jj4+/btt9+/axbt06fHx8mD59ukOdyWT6zrGqq6t57rnnAJxOgTcGS1G4FBERkWby/vvv0759e6ZMmeJUd/DgQS5cuHDdwHfkyBESExM5d+4cixYt4p577rlm2z179rBo0SIaGhpIS0tz2NksLy+nrKzsumNVVFQwd+5cKisriYuLIyIi4nuusvVRuBQREZEmZzabKSwsJDw83OH2ciOTyUT37t0JDAx0eb1hGMyZMweLxcKiRYuIiYm55ljbtm3jySefpL6+nhdffNHh9nnjWL6+vgwcONDl9UVFRcTHx3Py5EmmT59OUlLSDay09dEzlyIiIi1Ifc9+zT2FJvHJJ59gs9kYP368y3rDMOwnt6+WnZ3NypUr8fDwID09/Zp9ALz55pusX78eX19fXn31VUJCQpzamEwmQkNDHU6qN/r4449ZtmwZVquVpKQk4uLivucKWy+FSxERkRbkxziR3RIVFBTg4eHh8kXkVVVVlJaWkpKS4lS3ceNGMjIy8PPzY/ny5QwZMuSaY7z22mv853/+Jz//+c/JyMiwv2D926xWKwcOHHA51kcffcSzzz6Lp6cnL7/8MmPGjLnBVbZOCpciIiLS5D777DOCg4Px8fFxqjMMAx8fHwYNGuRQnpubS2ZmJh06dOCtt95yGRYbbd68mf/8z//kF7/4BW+99ZbLVwoB5OfnY7Vand6HefToUVJTU/Hy8iIzM5OhQ4fe+CJbKYVLERERaVL19fWUl5cTFhbmsr7xSzlX36Z+7bXXsNlsjBw5kuLiYoqLi52unTBhAl9//TVr1qwBIDIykgMHDji18/b2JjIyEsMw6NOnj9MrjlavXo3VaiU8PJzq6mpycnKc+oiMjHQ65S4KlyIiItLEzpw5Q0NDA7fffrtTXeOXcpKTkx3Kq6qq7O+P3L59O9u3b3fZ94QJE/jss884e/YsAP/3//5fl+0CAwOJjIwkNzeXsWPHOtTV1dXZv+BjGAaGYbjsY8uWLQqXLrSxWCy25p6EiIhIa2E2mwkICGjuachPXEv+O9KriERERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG28mnsCIiIi0jpUVFTw0EMPXbdNYGAgW7dutf+7oKCAhIQENm/eTFBQEBaLhbfffpvdu3djNpvx9fVl6NChJCQk0K1bN4e+ampq+OMf/0hubi41NTX88pe/ZPLkyTz88MO0adPGaexTp04xceJE1qxZQ0hICLW1taxfv56dO3dSWVmJt7c3AwcOJD4+ngEDBlxzDefOnSM2Npbo6Ghmz559Q7/RrUDhUkRERJrEHXfcQVpamsu6nJwc9uzZw+jRox3KTSYTwcHBBAUFYbVamTt3LqWlpURFRdGvXz8qKirIzs5mz549ZGVl0bNnTwDOnz9PQkICVVVVxMTE8Itf/ILc3FxeffVVSkpKeOqpp5zmYBgGt912G4MGDcJms5GSkkJeXh5jxowhNjaW06dPk52dzezZs8nMzCQ0NNSpj9raWhYvXkx1dbUbfrGfJoVLERERaRLe3t5MmDDBqby4uJj8/Hzuu+8+5s+f71BnGAYjRowAYOPGjZSUlLBkyRImTZpkbzN27FhmzZrFG2+8QUZGBgDvvfceZWVlvPTSS4wbNw6AyZMns2jRIrKzs5k6dSrBwcEOY5lMJkJCQmjbti07duwgLy+PmTNnkpiYaG8THR1NbGwsq1atYtOmTQ7Xl5SUsHTpUkpKSn7Ar/TTp2cuRUREpNk0NDSQnp4OwLJly/Dy+mbfy2w2c+zYMcLDwwHIy8ujbdu2REdHO/TRt29fevToQX5+vr3s0qVL9OvXjzFjxji0DQsLw2azceTIEYfyy5cvs3//fvtYe/fuBa4E0m/r2rUrQ4YMobS0FIvFYi/fsGEDcXFxmM1mpk2bdjM/xS1DO5ciIiItyNf7Fzb3FK7Je1im2/vctm0bxcXFPPbYY047iYZh4O3tzeDBgwF44YUXqKmpwdPT06GdzWbj9OnTeHh8s2d29Q5oo8ZQeeeddzqUFxQUcPHiRYYPHw7AggULiImJoUuXLk591NTUADiMd+TIEaKiokhISKCsrIz33nvve63/VqRwKSIi0oI0nP28uafQZOrq6sjKyqJDhw7MmDHDqd5kMjFs2DDatWsHQOfOnencubNTux07dvDVV18xatQol+N8/fXXlJeX8+GHH/LXv/6ViIgI+vfv79DGMAx69epF165dAfD398ff39+pr0OHDlFYWEjv3r3x8/Ozl6elpdnnWVZW9v1+gFuUwqWIiIg0i507d1JdXc3s2bPx9vZ2qKurq2Pfvn3X3IFsVFJSwooVK/D09CQ+Pt5lm7feeouNGzcC8Mtf/pKFCxc6tTGZTERERFx3rOrqap577jkAp1PgjcFS9MyliIiINJP333+f9u3bM2XKFKe6gwcPcuHCBfthHleOHDlCYmIi586dY9GiRdxzzz0u291///2sXLmSefPmcebMGeLi4igqKrLXl5eXU1ZWdt2xKioqmDt3LpWVlcTFxX1nEG3NFC5FRESkyZnNZgoLCwkPD3e4vdzIZDLRvXt3AgMDXV5vGAZz5szBYrGwaNEiYmJirjlWSEgIo0aNYsaMGaxZs4ba2lr+/d//3WEsX19fBg4c6PL6oqIi4uPjOXnyJNOnTycpKekGV9u66La4iIhIC+Lh17e5p9AkPvnkE2w2G+PHj3dZbxiG/eT21bKzs1m5ciUeHh6kp6dfsw9X7r77brp3785nn31mLzOZTISGhjqcVG/08ccfs2zZMqxWK0lJScTFxX3vsVorhUsREZEW5Mc4kd0SFRQU4OHh4fJF5FVVVZSWlpKSkuJUt3HjRjIyMvDz82P58uUMGTLEqY3NZuNf/uVfaNeuHX/605+c6i9cuED79u0BsFqtHDhwwOVYH330Ec8++yyenp68/PLLTq81Etd0W1xERESa3GeffUZwcDA+Pj5OdYZh4OPjw6BBgxzKc3NzyczMpEOHDqxdu9ZlsARo06YNAQEBFBYWsmfPHoe6//qv/6KyspLIyEgA8vPzsVqt9lcQNTp69Cipqal4eXnx+uuvK1jeAO1cioiISJOqr6+nvLycsLAwl/WNX8q5+jb1a6+9hs1mY+TIkRQXF1NcXOx0beMXgBYuXMj//u//8vTTTzN58mR+8Ytf8I9//IO//e1v3HXXXcydOxe4EmT79Onj9Iqj1atXY7VaCQ8Pp7q6mpycHKexIiMjnU65i8KliIiINLEzZ87Q0NDA7bff7lTX+KWc5ORkh/Kqqir7+yO3b9/O9u3bXfbdGC7vuusu3nnnHd566y22b9/OuXPn6Nq1K9OmTeOxxx7D19cXuLIbOnbsWIc+6urq7F/7MQwDwzBcjrVlyxaFSxfaWCwWW3NPQkREpLUwm80EBAQ09zTkJ64l/x3pmUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuv5p6AiIiItA4VFRU89NBD120TGBjI1q1b7f8uKCggISGBzZs3ExQUhMVi4e2332b37t2YzWZ8fX0ZOnQoCQkJdOvW7bp9L126lL///e9s2bKFO++806n+1KlTTJw4kTVr1hASEkJtbS3r169n586dVFZW4u3tzcCBA4mPj2fAgAHXHOfcuXPExsYSHR3N7NmzrzunW5HCpYiIiDSJO+64g7S0NJd1OTk57Nmzh9GjRzuUm0wmgoODCQoKwmq1MnfuXEpLS4mKiqJfv35UVFSQnZ3Nnj17yMrKomfPni77//DDD/n73/9+3fkZhsFtt93GoEGDsNlspKSkkJeXx5gxY4iNjeX06dNkZ2cze/ZsMjMzCQ0NdeqjtraWxYsXU11d/T1/lVuPwqWIiIg0CW9vbyZMmOBUXlxcTH5+Pvfddx/z5893qDMMgxEjRgCwceNGSkpKWLJkCZMmTbK3GTt2LLNmzeKNN94gIyPDqf+KigpWrFhBu3btuHTp0jXnZzKZCAkJoW3btuzYsYO8vDxmzpxJYmKivU10dDSxsbGsWrWKTZs2OVxfUlLC0qVLKSkp+X4/yC1Kz1yKiIhIs2loaCA9PR2AZcuW4eX1zb6X2Wzm2LFjhIeHA5CXl0fbtm2Jjo526KNv37706NGD/Px8p/7r6+tJTU3lF7/4hdOu6LddvnyZ/fv328fau3cvAJMnT3Zo17VrV4YMGUJpaSkWi8VevmHDBuLi4jCbzUybNu0GfoFbj3YuRUREWpA//i29uadwTbMffM7tfW7bto3i4mIee+wxgoODHeoMw8Db25vBgwcD8MILL1BTU4Onp6dDO5vNxunTp/HwcN4z27BhA59//jnvvPMO//Ef/3HNeRQUFHDx4kWGDx8OwIIFC4iJiaFLly5ObWtqagAcxjty5AhRUVEkJCRQVlbGe++99z1/gVuPwqWIiEgLctLcem6p1tXVkZWVRYcOHZgxY4ZTvclkYtiwYbRr1w6Azp0707lzZ6d2O3bs4KuvvmLUqFEO5YWFhWRlZbFw4UJ69Ohx3bkYhkGvXr3o2rUrAP7+/vj7+zu1O3ToEIWFhfTu3Rs/Pz97eVpamn2eZWVl11/4LU63xUVERKRZ7Ny5k+rqah599FG8vb0d6urq6ti3b5/9ectrKSkpYcWKFXh6ehIfH28vv3jxIqmpqQwdOpQpU6Z851xMJtN3jlVdXc1zz13Zvb36FHhjsBTtXIqIiEgzef/992nfvr3L8Hfw4EEuXLhw3cB35MgRkpKSOHfuHE899RT33HOPvW7VqlWcOXOGN998kzZt2lx3HuXl5ZSVlV13rIqKChYsWEBlZSVxcXFERER8jxW2Ttq5FBERkSZnNpspLCwkPDzc4fZyI5PJRPfu3QkMDHR5vWEYzJkzB4vFwqJFi4iJibHX/b//9//461//ypw5c2jXrh0WiwWLxcLly5eBK++h/PZhHJPJhK+vLwMHDnQ5VlFREfHx8Zw8eZLp06eTlJT0A1Z+69POpYiISAvyywDX72m81XzyySfYbDbGjx/vst4wDPvJ7atlZ2ezcuVKPDw8SE9Pd+rjk08+AWD58uUsX77c6fp/+Zd/Ab45EW4ymQgNDXU4qd7o448/ZtmyZVitVpKSkoiLi/v+i2ylFC5FRERakB/jRHZLVFBQgIeHh8sXkVdVVVFaWkpKSopT3caNG8nIyMDPz4/ly5czZMgQpzb/8i//4vJ9mv/xH/9BXl4e6enpdOzYEQCr1cqBAwdcjvXRRx/x7LPP4unpycsvv8yYMWNuZqmtjsKliIiINLnPPvuM4OBgfHx8nOoMw8DHx4dBgwY5lOfm5pKZmUmHDh146623rvk1nh49erg8HZ6TkwPAwIED7Z9/zM/Px2q12l9B1Ojo0aOkpqbi5eVFZmYmQ4cOvZlltkoKlyIiItKk6uvrKS8vJywszGV945dyrr5N/dprr2Gz2Rg5ciTFxcUUFxc7Xetqx/J6DMOgT58+Tq84Wr16NVarlfDwcKqrq+3B9NsiIyOdTrmLwqWIiIg0sTNnztDQ0MDtt9/uVNf4pZzk5GSH8qqqKvv7I7dv38727dtd9n2j4TI3N5exY8c6lNXV1dm/9mMYBoZhuLx2y5YtCpcutLFYLLbmnoSIiEhrYTabCQgIaO5pyE9cS/470quIRERERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtvJp7AiIiItI6VFRU8NBDD123TWBgIFu3brX/u6CggISEBDZv3kxQUBAWi4W3336b3bt3Yzab8fX1ZejQoSQkJNCtWzeHvtatW8fatWtdjvP4448ze/Zsh7JTp04xceJE1qxZQ0hICLW1taxfv56dO3dSWVmJt7c3AwcOJD4+ngEDBlxzDefOnSM2Npbo6GinMVoDhUsRERFpEnfccQdpaWku63JyctizZw+jR492KDeZTAQHBxMUFITVamXu3LmUlpYSFRVFv379qKioIDs7mz179pCVlUXPnj3t1x47dgxvb29+//vfO43Xq1cvpzLDMLjtttsYNGgQNpuNlJQU8vLyGDNmDLGxsZw+fZrs7Gxmz55NZmYmoaGhTn3U1tayePFiqqurb/TnuWUoXIqIiEiT8Pb2ZsKECU7lxcXF5Ofnc9999zF//nyHOsMwGDFiBAAbN26kpKSEJUuWMGnSJHubsWPHMmvWLN544w0yMjLs5UePHqVHjx4ux3TFZDIREhJC27Zt2bFjB3l5ecycOZPExER7m+joaGJjY1m1ahWbNm1yuL6kpISlS5dSUlLyvca7VemZSxEREWk2DQ0NpKenA7Bs2TK8vL7Z9zKbzRw7dozw8HAA8vLyaNu2LdHR0Q599O3blx49epCfn28vq62t5csvv6RHjx7fax6XL19m//799rH27t0LwOTJkx3ade3alSFDhlBaWorFYrGXb9iwgbi4OMxmM9OmTfueq781aedSRESkBfn284YtzW9/+1u397lt2zaKi4t57LHHCA4OdqgzDANvb28GDx4MwAsvvEBNTQ2enp4O7Ww2G6dPn8bD45s9s5KSEhoaGuy3ya1WK56eng7h9dsKCgq4ePEiw4cPB2DBggXExMTQpUsXp7Y1NTUADuMdOXKEqKgoEhISKCsr47333rvRn+KWoXApIiLSgrSmZ/Xq6urIysqiQ4cOzJgxw6neZDIxbNgw2rVrB0Dnzp3p3LmzU7sdO3bw1VdfMWrUKHvZ0aNHgSuhb8qUKZSVleHh4cGgQYNYuHAhd999t0MfhmHQq1cvunbtCoC/vz/+/v5OYx06dIjCwkJ69+6Nn5+fvTwtLc0+z7Kyshv8JW4tui0uIiIizWLnzp1UV1fz6KOP4u3t7VBXV1fHvn377M9bXktJSQkrVqzA09OT+Ph4e3ljuDx48CCTJ09mxYoVxMfH8/nnn/Ov//qvFBUVOfRjMpm+c6zq6mqee+45AKdT4I3BUrRzKSIiIs3k/fffp3379kyZMsWp7uDBg1y4cOG6ge/IkSMkJSVx7tw5nnrqKe655x573a9+9St8fHyYNm2afQdy1KhRjBgxgvj4eF577TWysrIAKC8vp6ys7LpjVVRUsGDBAiorK4mLiyMiIuImV33rU7gUERGRJmc2myksLGT06NEOt5cbmUwmunfvTmBgoMvrDcNg6dKlXLx4kUWLFhETE+NQP3LkSEaOHOl0Xb9+/bj33ns5dOgQFy5cwMfHB5PJhK+vLwMHDnQ5VlFREYsWLeKf//wn06dPJykp6SZW3HooXIqIiLQgrg6Q3Io++eQTbDYb48ePd1lvGIb95PbVsrOzWblyJR4eHqSnp1+zj2vp2LEjNpuNr7/+2h4uQ0NDXR72+fjjj1m2bBlWq5WkpCTi4uJuaKzWSOFSRESkBfkxTmS3RAUFBXh4eLh8EXlVVRWlpaWkpKQ41W3cuJGMjAz8/PxYvnw5Q4YMcWpjs9mYNWsWcOUVQVcrLS3Fx8eHO+64A6vVyoEDB1yO9dFHH/Hss8/i6enJyy+/zJgxY25ipa2PDvSIiIhIk/vss88IDg7Gx8fHqc4wDHx8fBg0aJBDeW5uLpmZmXTo0IG1a9e6DJYAbdq0oUOHDhQVFfHxxx871P3tb3+jtLSUCRMm4OnpSX5+Plar1f4KokZHjx4lNTUVLy8vXn/9dQXLG6CdSxEREWlS9fX1lJeXExYW5rK+8Us5V9+mfu2117DZbIwcOZLi4mKKi4udrm38Gs8TTzxBYWEhS5cuZdKkSXTr1o1//OMf/O1vf6NHjx7MnTsXuBJk+/Tp4/SKo9WrV2O1WgkPD6e6upqcnBynsSIjI51OuYvCpYiIiDSxM2fO0NDQwO233+5U1/ilnOTkZIfyqqoq+/sjt2/fzvbt21323Rgue/TowTvvvMPatWvZsWMH586dIyAggGnTpjFr1iz72Lm5uYwdO9ahj7q6OvvXfgzDwDAMl2Nt2bJF4dKFNhaLxdbckxAREWktzGYzAQEBzT0N+YlryX9HeuZSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNzGq7knICIiIq1DRUUFDz300HXbBAYGsnXrVvu/CwoKSEhIYPPmzQQFBWGxWHj77bfZvXs3ZrMZX19fhg4dSkJCAt26dXPq77/+67/4y1/+wrFjx7jtttsYOHAg8+bN46677nJqe+rUKSZOnMiaNWsICQmhtraW9evXs3PnTiorK/H29mbgwIHEx8czYMCAa67h3LlzxMbGEh0dzezZs7/373OrULgUERGRJnHHHXeQlpbmsi4nJ4c9e/YwevRoh3KTyURwcDBBQUFYrVbmzp1LaWkpUVFR9OvXj4qKCrKzs9mzZw9ZWVn07NnTfu3atWtZt24dgwcPJikpia+++opNmzYRHx/Pn//8Z+68806HsQzD4LbbbmPQoEHYbDZSUlLIy8tjzJgxxMbGcvr0abKzs5k9ezaZmZmEhoY6raO2tpbFixdTXV3thl/sp0nhUkRERJqEt7c3EyZMcCovLi4mPz+f++67j/nz5zvUGYbBiBEjANi4cSMlJSUsWbKESZMm2duMHTuWWbNm8cYbb5CRkQHA559/zvr16xk5ciTLly/H09MTgNDQUObMmcM777zDkiVLHMYymUyEhITQtm1bduzYQV5eHjNnziQxMdHeJjo6mtjYWFatWsWmTZscri8pKWHp0qWUlJT8gF/pp0/PXIqIiEizaWhoID09HYBly5bh5fXNvpfZbObYsWOEh4cDkJeXR9u2bYmOjnboo2/fvvTo0YP8/Hx72ebNm2loaGDRokX2YAkwZMgQZs+eTf/+/R36uHz5Mvv377ePtXfvXgAmT57s0K5r164MGTKE0tJSLBaLvXzDhg3ExcVhNpuZNm3azf4ctwTtXIqIiLQgmx56t7mncE2Pbpnu9j63bdtGcXExjz32GMHBwQ51hmHg7e3N4MGDAXjhhReoqalxCIsANpuN06dP4+HxzZ7Z/v376dmzp/3W9+XLl2loaKB9+/Y8/vjjTvMoKCjg4sWLDB8+HIAFCxYQExNDly5dnNrW1NQAOIx35MgRoqKiSEhIoKysjPfee+9mfo5bgsKliIhIC1JVUNncU2gydXV1ZGVl0aFDB2bMmOFUbzKZGDZsGO3atQOgc+fOdO7c2andjh07+Oqrrxg1ahRwJUiWl5cTHh5Ofn4+b7zxBv/4xz8AGDBgAAsXLuTee+916MMwDHr16kXXrl0B8Pf3x9/f32msQ4cOUVhYSO/evfHz87OXp6Wl2edZVlZ2E7/GrUO3xUVERKRZ7Ny5k+rqah599FG8vb0d6urq6ti3b5/9ectrKSkpYcWKFXh6ehIfHw/A+fPnaWho4IsvviApKYl77rmHV155hQULFlBWVsbcuXPtYbORyWT6zrGqq6t57rnnAJxOgTcGS9HOpYiIiDST999/n/bt2zNlyhSnuoMHD3LhwoXrBr4jR46QlJTEuXPneOqpp7jnnnsAuHTpEgAnT57kiSeeYPr0b27nh4SEMHPmTDIzM3n77bcBKC8vp6ys7LpjVVRUsGDBAiorK4mLiyMiIuKm1twaaOdSREREmpzZbKawsJDw8HCH28uNTCYT3bt3JzAw0OX1hmEwZ84cLBYLixYtIiYmxl7XuAvq6enpUA5w9913c++993L48GG+/vpr+1i+vr4MHDjQ5VhFRUXEx8dz8uRJpk+fTlJS0k2tubXQzqWIiEgL8vPBrsPUreaTTz7BZrMxfvx4l/WGYdhPbl8tOzublStX4uHhQXp6ulMft99+Oz4+Pnh5edG+fXun6zt16oTNZuPChQt4e3tjMpkIDQ11OKne6OOPP2bZsmVYrVaSkpKIi4u7idW2LgqXIiIiLciPcSK7JSooKMDDw8Pli8irqqooLS0lJSXFqW7jxo1kZGTg5+fH8uXLGTJkiFObNm3a0K9fP/bv3091dbXTie8vv/wSb29vOnbsiNVq5cCBAy7H+uijj3j22Wfx9PTk5ZdfZsyYMT9gxa2HbouLiIhIk/vss88IDg7Gx8fHqc4wDHx8fBg0aJBDeW5uLpmZmXTo0IG1a9e6DJaNJk6ciM1mY+3atU59HDlyhDFjxuDh4UF+fj5Wq9X+CqJGR48eJTU1FS8vL15//XUFyxugnUsRERFpUvX19ZSXlxMWFuayvvFLOVffpn7ttdew2WyMHDmS4uJiiouLna5t/ALQr3/9a3bt2sVf//pX/vnPfzJq1Ci+/PJL3n//fQICAuxf3TEMgz59+ji94mj16tVYrVbCw8Oprq4mJyfHaazIyEinU+6icCkiIiJN7MyZMzQ0NHD77bc71TV+KSc5OdmhvKqqyv7+yO3bt7N9+3aXfX/785IvvfQSf/nLX9i6dSuvvfYavr6+jBs3jrlz59rDZG5uLmPHjnXoo66uzv61H8MwMAzD5VhbtmxRuHShjcVisTX3JERERFoLs9lMQEBAc09DfuJa8t+RnrkUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG38WruCYiIiEjrUFFRwUMPPXTdNoGBgWzdutX+74KCAhISEti8eTNBQUFYLBbefvttdu/ejdlsxtfXl6FDh5KQkEC3bt3s14WGhn7nfPbu3evw71OnTjFx4kTWrFlDSEgItbW1rF+/np07d1JZWYm3tzcDBw4kPj6eAQMGXLPfc+fOERsbS3R0NLNnz/7OedxqFC5FRESkSdxxxx2kpaW5rMvJyWHPnj2MHj3aodxkMhEcHExQUBBWq5W5c+dSWlpKVFQU/fr1o6KiguzsbPbs2UNWVhY9e/YEuOY4e/bsIScnx2kcAMMwuO222xg0aBA2m42UlBTy8vIYM2YMsbGxnD59muzsbGbPnk1mZqbLAFtbW8vixYuprq6+0Z/nlqFwKSIiIk3C29ubCRMmOJUXFxeTn5/Pfffdx/z58x3qDMNgxIgRAGzcuJGSkhKWLFnCpEmT7G3Gjh3LrFmzeOONN8jIyABwOc6pU6d47bXXCA4O5rnnnnOqN5lMhISE0LZtW3bs2EFeXh4zZ84kMTHR3iY6OprY2FhWrVrFpk2bHK4vKSlh6dKllJSU3MCvcuvRM5ciIiLSbBoaGkhPTwdg2bJleHl9s+9lNps5duwY4eHhAOTl5dG2bVuio6Md+ujbty89evQgPz//umMtX76cM2fO8Mwzz+Dj4+NQd/nyZfbv328fq/GW+eTJkx3ade3alSFDhlBaWorFYrGXb9iwgbi4OMxmM9OmTbuBX+DWo51LERGRFmTc9pZ7O/W/o7q4vc9t27ZRXFzMY489RnBwsEOdYRh4e3szePBgAF544QVqamrw9PR0aGez2Th9+jQeHtfeM9u7dy+ffvopEyZMYMiQIU71BQUFXLx4keHDhwOwYMECYmJi6NLFec01NTUADuMdOXKEqKgoEhISKCsr47333vuev8CtR+FSRESkBdlnvtzcU2gydXV1ZGVl0aFDB2bMmOFUbzKZGDZsGO3atQOgc+fOdO7c2andjh07+Oqrrxg1atQ1x/rDH/6Al5cXc+fOdVlvGAa9evWia9euAPj7++Pv7+/U7tChQxQWFtK7d2/8/Pzs5WlpafZ5lpWVXXvRrYBui4uIiEiz2LlzJ9XV1Tz66KN4e3s71NXV1bFv3z7785bXUlJSwooVK/D09CQ+Pt5lm0OHDlFUVMSECRP4+c9/7rKNyWT6zrGqq6vtz2pefQq8MViKwqWIiIg0k/fff5/27dszZcoUp7qDBw9y4cKF6wa+I0eOkJiYyLlz51i0aBH33HPPNccBiIuLc1lfXl5OWVnZdceqqKhg7ty5VFZWEhcXR0RExPWW1qopXIqIiEiTM5vNFBYWEh4e7nB7uZHJZKJ79+4EBga6vN4wDObMmYPFYmHRokXExMS4bHf58mUMw+Cee+6he/fuLtuYTCZ8fX0ZOHCgy/qioiLi4+M5efIk06dPJykp6XuusnXSM5ciIiItSEhA2+aeQpP45JNPsNlsjB8/3mW9YRj2k9tXy87OZuXKlXh4eJCenn7NPgD279/PhQsXeOCBB67ZxmQyERoa6nBSvdHHH3/MsmXLsFqtJCUlXXP3U76hcCkiItKC/BgnsluigoICPDw8XL6IvKqqitLSUlJSUpzqNm7cSEZGBn5+fixfvtzlye+rxwH41a9+5bLearVy4MABl2N99NFHPPvss3h6evLyyy8zZsyY77O0Vk/hUkRERJrcZ599RnBwsNP7JuHKrqWPjw+DBg1yKM/NzSUzM5MOHTrw1ltv2b/G813jeHt7X/OWeH5+Plar1f4KokZHjx4lNTUVLy8vMjMzGTp06PdfXCuncCkiIiJNqr6+nvLycsLCwlzWN34p5+rb1K+99ho2m42RI0dSXFxMcXGx07VXf5mnrKyMrl27XvMdmIZh0KdPH6dXHK1evRqr1Up4eDjV1dXk5OQ4XRsZGel0yl0ULkVERKSJnTlzhoaGBm6//XanusYv5SQnJzuUV1VV2d8fuX37drZv3+6y76vD5enTp+ndu/c155Kbm8vYsWMdyurq6uxf+zEMA8MwXF67ZcsWhUsX2lgsFltzT0JERKS1MJvNBAQENPc05CeuJf8d6VVEIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2Xs09AREREWkdKioqeOihh67bJjAwkK1bt9r/XVBQQEJCAps3byYoKAiLxcLbb7/N7t27MZvN+Pr6MnToUBISEujWrZtDX1999RVvvvkmJpOJM2fO0KVLF37961/z2GOP0a5dO6exT506xcSJE1mzZg0hISHU1tayfv16du7cSWVlJd7e3gwcOJD4+HgGDBhwzTWcO3eO2NhYoqOjmT179g39RrcChUsRERFpEnfccQdpaWku63JyctizZw+jR492KDeZTAQHBxMUFITVamXu3LmUlpYSFRVFv379qKioIDs7mz179pCVlUXPnj0BOH/+PI8//jinTp0iOjqaPn36sH//fv70pz/x2Wef8frrrzvNwTAMbrvtNgYNGoTNZiMlJYW8vDzGjBlDbGwsp0+fJjs7m9mzZ5OZmUloaKhTH7W1tSxevJjq6mo3/GI/TQqXIiIi0iS8vb2ZMGGCU3lxcTH5+fncd999zJ8/36HOMAxGjBgBwMaNGykpKWHJkiVMmjTJ3mbs2LHMmjWLN954g4yMDAC2bt1KRUUF8+bNY8aMGQBMnjyZF154gb/+9a/k5uYyfPhwh7FMJhMhISG0bduWHTt2kJeXx8yZM0lMTLS3iY6OJjY2llWrVrFp0yaH60tKSli6dCklJSU/4Ff66dMzlyIiItJsGhoaSE9PB2DZsmV4eX2z72U2mzl27Bjh4eEA5OXl0bZtW6Kjox366Nu3Lz169CA/P99eduLECQDuv/9+h7aRkZHAlUD7bZcvX2b//v32sfbu3QtcCaTf1rVrV4YMGUJpaSkWi8VevmHDBuLi4jCbzUybNu2GfoNbjXYuRUREWhDv9MTvbtRMvn7uD27vc9u2bRQXF/PYY48RHBzsUGcYBt7e3gwePBiAF154gZqaGjw9PR3a2Ww2Tp8+jYfHN3tmd911FwDHjx+33yoHKCsrAyAgIMChj4KCAi5evGjfzVywYAExMTF06dLFac41NTUADuMdOXKEqKgoEhISKCsr47333ruxH+IWonApIiLSgniWFDX3FJpMXV0dWVlZdOjQwX7r+ttMJhPDhg2zH77p3LkznTt3dmq3Y8cOvvrqK0aNGmUve+ihh/joo4/IzMykffv29O7dm0OHDrFu3Tp69uzJ//k//8ehD8Mw6NWrF127dgXA398ff39/p7EOHTpEYWEhvXv3xs/Pz16elpZmn2djgG2tdFtcREREmsXOnTuprq7m0Ucfxdvb26Gurq6Offv22Z+3vJaSkhJWrFiBp6cn8fHx9vLbbruNuXPnYrPZWLx4Mb/97W957rnn6NSpE//+7//Oz372M4d+TCbTd45VXV3Nc889B+B0CtzV6fPWSuFSREREmsX7779P+/btmTJlilPdwYMHuXDhwnUD35EjR0hMTOTcuXMsWrSIe+65x173X//1X8ybNw+bzcYTTzzBihUrePzxxzGbzcyePZtTp07Z25aXl1NWVnbdsSoqKpg7dy6VlZXExcURERFxk6u+9em2uIiIiDQ5s9lMYWEho0ePdri93MhkMtG9e3cCAwNdXm8YBkuXLuXixYssWrSImJgYh/o33niD9u3bk5WVRVBQEAAREREMGzaMuXPnkpGRwSuvvGIfy9fXl4EDB7ocq6ioiEWLFvHPf/6T6dOnk5SU9EOWfstTuBQREWlB6nv2a+4pNIlPPvkEm83G+PHjXdYbhmE/uX217OxsVq5ciYeHB+np6U59WCwWqqurCQ8PtwfLRkOGDOGuu+5i37599jKTyURoaKjDSfVGH3/8McuWLcNqtZKUlERcXNyNLrXVUbgUERFpQX6ME9ktUUFBAR4eHi5fRF5VVUVpaSkpKSlOdRs3biQjIwM/Pz+WL1/OkCFDnNp4eXnRpk0bGhoaXI5dX1+PzWYDwGq1cuDAAZdjffTRRzz77LN4enry8ssvM2bMmBtdZqukZy5FRESkyX322WcEBwfj4+PjVGcYBj4+PgwaNMihPDc3l8zMTDp06MDatWtdBksAX19f7rvvPvbt28fRo0ed+jh58iRhYWEA5OfnY7VanV6ofvToUVJTU/Hy8uL1119XsLwB2rkUERGRJlVfX095ebk94F2t8Us5V9+mfu2117DZbIwcOZLi4mKnF6ED9i8APfXUU8yePZvZs2czefJkfvGLX3D06FG2bNlCp06d7M9NGoZBnz59nF5xtHr1aqxWK+Hh4VRXV5OTk+M0VmRkpNMpd1G4FBERkSZ25swZGhoauP32253qGr+Uk5yc7FBeVVVlf3/k9u3b2b59u8u+G8Nlr169+POf/8zbb7/N9u3bOXPmDJ06deLBBx/kX//1X+0vUc/NzWXs2LEOfdTV1dm/9mMYBoZhuBxry5YtCpcutLFYLLbmnoSIiEhrYTabnb4OI3KjWvLfkZ65FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG38WruCYiIiEjrUFFRwUMPPXTdNoGBgWzdutX+74KCAhISEti8eTNBQUFYLBbefvttdu/ejdlsxtfXl6FDh5KQkEC3bt0c+qqqquLNN98kNzcXq9VK9+7defTRR5kwYYLLsU+dOsXEiRNZs2YNISEh1NbWsn79enbu3EllZSXe3t4MHDiQ+Ph4BgwYcM01nDt3jtjYWKKjo5k9e/b3/n1uFQqXIiIi0iTuuOMO0tLSXNbl5OSwZ88eRo8e7VBuMpkIDg4mKCgIq9XK3LlzKS0tJSoqin79+lFRUUF2djZ79uwhKyuLnj17AlBZWcmsWbM4ffo0Dz74IP369SM/P5/U1FQ+//xzkpOTneZgGAa33XYbgwYNwmazkZKSQl5eHmPGjCE2NpbTp0+TnZ3N7NmzyczMJDQ01KmP2tpaFi9eTHV1tRt+sZ8mhUsRERFpEt7e3i53DYuLi8nPz+e+++5j/vz5DnWGYTBixAgANm7cSElJCUuWLGHSpEn2NmPHjmXWrFm88cYbZGRkAPD6669TU1PD73//ex5++GEAYmJi+PnPf87//b//l4iICIYMGeIwlslkIiQkhLZt27Jjxw7y8vKYOXMmiYmJ9jbR0dHExsayatUqNm3a5HB9SUkJS5cupaSk5Af8Sj99euZSREREmk1DQwPp6ekALFu2DC+vb/a9zGYzx44dIzw8HIC8vDzatm1LdHS0Qx99+/alR48e5OfnA3D58mUMw+CXv/ylQwgFmDVrFgCbN292KL98+TL79++3j7V3714AJk+e7NCua9euDBkyhNLSUiwWi718w4YNxMXFYTabmTZt2k39FrcK7VyKiIi0IF/vX9jcU7gm72GZbu9z27ZtFBcX89hjjxEcHOxQZxgG3t7eDB48GIAXXniBmpoaPD09HdrZbDZOnz6Nh8eVPTOLxYLVaqVXr160adPGoe3tt9/OHXfcQVFRkUN5QUEBFy9eZPjw4QAsWLCAmJgYunTp4jTnmpoaAPt4AEeOHCEqKoqEhATKysp47733bubnuCUoXIqIiLQgDWc/b+4pNJm6ujqysrLo0KEDM2bMcKo3mUwMGzaMdu3aAdC5c2c6d+7s1G7Hjh189dVXjBo1Crhy+x3gwoULTm3r6+s5d+4ctbW1DuWGYdCrVy+6du0KgL+/P/7+/k7XHzp0iMLCQnr37o2fn5+9PC0tzT7PsrKy77P8W5Zui4uIiEiz2LlzJ9XV1Tz66KP2QNiorq6Offv22Z+3vJaSkhJWrFiBp6cn8fHxAPj6+tKzZ08OHTpEZWWlQ/tdu3ZRV1eH1Wp1KDeZTN85VnV1Nc899xyA0ynwxmApCpciIiLSTN5//33at2/PlClTnOoOHjzIhQsXrhv4jhw5QmJiIufOnWPRokXcc8899rrZs2djtVp54oknyM3NpaKigg8//JB/+7d/w8/Pz+HZzvLycsrKyq47VkVFBXPnzqWyspK4uDgiIiJuctW3Pt0WFxERkSZnNpspLCxk9OjRDreXG5lMJrp3705gYKDL6w3DYOnSpVy8eJFFixYRExPjUD969GiWLVtGZmYmTzzxBAAdOnTgiSee4O9//7vDiW6TyYSvry8DBw50OVZRURGLFi3in//8J9OnTycpKelml90qKFyKiIi0IB5+fZt7Ck3ik08+wWazMX78eJf1hmHYT25fLTs7m5UrV+Lh4UF6evo1+5g4cSIPPPAAR48excPDg169etGuXTvefvttfvGLX9jbmUwmQkNDHXYzG3388ccsW7YMq9VKUlIScXFxN7Ha1kXhUkREpAX5MU5kt0QFBQV4eHi4fBF5VVUVpaWlpKSkONVt3LiRjIwM/Pz8WL58udO7KhsZhsHZs2eZMGGCw9d0jh8/TlVVFQ8++CAAVquVAwcOuBzro48+4tlnn8XT05OXX36ZMWPG3OxyWxWFSxEREWlyn332GcHBwfj4+DjVGYaBj48PgwYNcijPzc0lMzOTDh068NZbb9m/xuPKf//3f/Nf//Vf9O/f3/6Ko8uXL7N69Wrat29vf39lfn4+VqvV/gqiRkePHiU1NRUvLy8yMzMZOnToD1xx66FwKSIiIk2qvr6e8vJywsLCXNY3finn6tvUr732GjabjZEjR1JcXExxcbHTtY1fAPqXf/kX/t//+38sWLCARx55hJ/97Gfk5ORQWFjIs88+a3+lkWEY9OnTx+kVR6tXr8ZqtRIeHk51dTU5OTlOY0VGRjqdcheFSxEREWliZ86coaGhgdtvv92prvFLOVd/+7uqqsr+/sjt27ezfft2l303hsuePXvy5ptvsnbtWt555x0aGhro06cPq1evdgi1ubm5jB071qGPuro6+9d+DMPAMAyXY23ZskXh0oU2FovF1tyTEBERaS3MZjMBAQHNPQ35iWvJf0d6z6WIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI1Xc09AREREWoeKigoeeuih67YJDAxk69at9n8XFBSQkJDA5s2bCQoK4sKFC2zYsIGPPvqI6upqunbtSlRUFHFxcXh5Ocaa2tpa3nnnHXbs2IHZbKZr16489NBDxMbG4unp6TT2qVOnmDhxImvWrCEkJITa2lrWr1/Pzp07qaysxNvbm4EDBxIfH8+AAQOuuYZz584RGxtLdHQ0s2fPvrEf6RagcCkiIiJN4o477iAtLc1lXU5ODnv27GH06NEO5SaTieDgYIKCgqirqyM5OZn//d//JTo6mrvvvpvDhw/zhz/8gUOHDpGRkWG/rqGhgd///vfk5uYyceJE+vfvT15eHqtXr+bEiRM888wzTnMwDIPbbruNQYMGYbPZSElJIS8vjzFjxhAbG8vp06fJzs5m9uzZZGZmEhoa6tRHbW0tixcvprq6+gf+Wj9dCpciIiLSJLy9vZkwYYJTeXFxMfn5+dx3333Mnz/foc4wDEaMGAFcCaAHDx5k/vz5/O53vwPg4YcfxtfXl7/85S/s3bvXHvj+53/+B5PJxLx585gxYwYAkyZN4t/+7d/YvHkz0dHRTruPJpOJkJAQ2rZty44dO8jLy2PmzJkkJiba20RHRxMbG8uqVavYtGmTw/UlJSUsXbqUkpKSH/hL/bQpXIqIiLQgf/xbenNP4ZpmP/ic2/tsaGggPf3KmpctW+Zwa9tsNnPs2DGeeOIJAM6fP0+vXr347W9/69BHWFgYf/nLX/j888/t4fJvf/sbbdu2ZcqUKQ5tf/e737F582a2b9/uEC4vX77M/v37WbhwIQB79+4FYPLkyQ7Xd+3alSFDhvDJJ59gsVjw9/cHYMOGDaxduxYfHx+mTZvGe++99wN/mZ8uhUsREZEW5KS5de16bdu2jeLiYh577DGCg4Md6gzDwNvbm8GDBwMQGxtLbGysUx9HjhwBrjyv2aiwsJCePXvi7e3t0DYoKIg77riDf/zjHw7lBQUFXLx4keHDhwOwYMECYmJi6NKli9N4NTU1AHh4fHMu+siRI0RFRZGQkEBZWZnCpYiIiEhTq6urIysriw4dOthvXX+byWRi2LBhtGvXzqnOarVSWVnJrl27+NOf/kT//v2JjIwErjz3ePbsWXsovVqXLl2oqKhwKDMMg169etG1a1cA/P397buS33bo0CEKCwvp3bs3fn5+9vK0tDT7PMvKyr7X+m9VCpciIiLSLHbu3El1dTWzZ8922mGsq6tj3759Ts9gNtqyZQurVq0CrhwUevrpp2nbti1w5fY5wG233eby2p/97Gd8/fXXDmUmk4mIiIjrzre6uprnnrvyaMDVp8BdBeDWSu+5FBERkWbx/vvv0759e6fnIgEOHjzIhQsX7Id5rjZgwABWrFjB4sWLadeuHfHx8Xz66acA2Gw2h/+/ms1mc3gVUXl5OWVlZdccC668Rmnu3LlUVlYSFxf3nUG0NdPOpYiISAvyy4CezT2FJmE2myksLGT06NEOt5cbmUwmunfv7vAc5bf179/f/t8RERFMnTqVlStXMnLkSPuOZW1trctra2tr8fHxcRjL19eXgQMHumxfVFTEokWL+Oc//8n06dNJSkr63utsjRQuRUREWpAf40R2S/TJJ59gs9kYP368y3rDMAgPD/9efTWe4P7000/tJ7j9/f2v+a7J6upqh9BqMpkIDQ11egk7wMcff8yyZcuwWq0kJSURFxf3vebUmum2uIiIiDS5goICPDw8XL6IvKqqitLSUqfb1MnJyfz2t7+lrq7O6ZqLFy/i4eFhf/axf//+lJSUOO1elpeXY7FY7LuUVquVAwcOuAyyH330Eb///e9paGjg5ZdfVrD8nhQuRUREpMl99tlnBAcHO9yebmQYBj4+PgwaNMihPDAwkMrKSv761786lBcUFFBQUEBISIj9lvivf/1rrFar04vO//znPwMQFRUFQH5+Plar1f4KokZHjx4lNTUVLy8vXn/9dcaMGfOD1tua6La4iIiINKn6+nrKy8sJCwtzWd/4pZyrb1M//vjjmEwmVqxYwZEjR7j77rs5fvw4mzdvxt/fn6eeesre9oEHHmDr1q384Q9/oKKign79+rFnzx7+53/+h0ceeYS7774buBJk+/TpQ+fOnR3GWr16NVarlfDwcKqrq8nJyXGaZ2RkpNMpd1G4FBERkSZ25swZGhoauP32253qGr+Uk5yc7FTXsWNH1q9fz9q1a/n000/ZunUrnTp14sEHH+Txxx8nICDA3rZNmzasWrWKt99+m7///e/87W9/48477yQ5OZlHH33U3i43N5exY8c6jFNXV0d+fj5wJXwahuFyHVu2bFG4dKGNxWJxfU5fRERE3M5sNjuEIJGb0ZL/jvTMpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiDSJiooKQkNDr/u/3/72tw7XFBQUEBoaSnl5OQAXLlxgzZo1TJ48mZEjRxITE8OGDRuoq6v7zrEjIiLYvn37NducOnWK0NBQ9u3bB0BtbS1vvvkmkydPZsSIEYwZM4bk5GQKCwuvO9a5c+eIiorij3/84/f5WW45Xs09AREREWkd7rjjDtLS0lzW5eTksGfPHkaPHu1QbjKZCA4OJigoiLq6OpKTk/nf//1foqOjufvuuzl8+DB/+MMfOHToEBkZGS77rqmpITk5ma+//vq68zMMg9tuu41BgwZhs9lISUkhLy+PMWPGEBsby+nTp8nOzmb27NlkZmYSGhrq1EdtbS2LFy+murr6e/4qtx6FSxEREWkS3t7eTJgwwam8uLiY/Px87rvvPubPn+9QZxgGI0aMAK4E0IMHDzJ//nx+97vfAfDwww/j6+vLX/7yF/bu3esU+AoKCnjuuec4derUd87PZDIREhJC27Zt2bFjB3l5ecycOZPExER7m+joaGJjY1m1ahWbNm1yuL6kpISlS5dSUlLy/X6QW5Rui4uIiEizaWhoID09HYBly5bh5fXNvpfZbObYsWOEh4cDcP78eXr16uV06zwsLAyAzz//3KF8+fLlJCQkYLPZmDRp0nXncfnyZfbv328fa+/evQBMnjzZoV3Xrl0ZMmQIpaWlWCwWe/mGDRuIi4vDbDYzbdq077v8W5J2LkVERFqQrVu3NvcUrunqUOcO27Zto7i4mMcee4zg4GCHOsMw8Pb2ZvDgwQDExsYSGxvr1MeRI0cACAwMdCg/evQocXFxPPbYY+zatYvNmzdfcx4FBQVcvHiR4cOHA7BgwQJiYmLo0qWLU9uamhoAPDy+2aM7cuQIUVFRJCQkUFZWxnvvvfd9ln9LUrgUERFpQVrTs3p1dXVkZWXRoUMHZsyY4VRvMpkYNmwY7dq1c6qzWq1UVlaya9cu/vSnP9G/f38iIyMd2qxZs8blta4YhkGvXr3o2rUrAP7+/vj7+zu1O3ToEIWFhfTu3Rs/Pz97eVpamn2ssrKy7zXmrUrhUkRERJrFzp07qa6uZvbs2Xh7ezvU1dXVsW/fPqdnMBtt2bKFVatWAVcOCj399NO0bdvWoc33DZZwJchGRERct011dTXPPfccALNnz77psW51euZSREREmsX7779P+/btmTJlilPdwYMHuXDhgv0wz9UGDBjAihUrWLx4Me3atSM+Pp5PP/30puZRXl5OWVnZNceCK68ymjt3LpWVlcTFxX1nEG3NtHMpIiIiTc5sNlNYWMjo0aMdbi83MplMdO/e3ek5ykb9+/e3/3dERARTp05l5cqVjBw58obnYjKZ8PX1ZeDAgS7ri4qKWLRoEf/85z+ZPn06SUlJNzxGa6JwKSIi0oK4OkByK/rkk0+w2WyMHz/eZb1hGPaT29+l8QT3p59+isVicfms5PWYTCZCQ0MdTqo3+vjjj1m2bBlWq5WkpCTi4uJuqO/WSOFSRESkBfkxTmS3RAUFBXh4eLh8EXlVVRWlpaWkpKQ4lCcnJ3P8+HGys7OdguDFixfx8PC44WcfrVYrBw4ccBoL4KOPPuLZZ5/F09OTl19+mTFjxtxQ362VnrkUERGRJvfZZ58RHByMj4+PU51hGPj4+DBo0CCH8sDAQCorK/nrX//qUF5QUEBBQQEhISHcdtttNzSP/Px8rFar/RVEjY4ePUpqaipeXl68/vrrCpY3QDuXIiIi0qTq6+spLy+3v/z8ao1fyrl6d/Lxxx/HZDKxYsUKjhw5wt13383x48fZvHkz/v7+PPXUUzc8F8Mw6NOnD507d3YoX716NVarlfDwcKqrq8nJyXG6NjIy0umUuyhcioiISBM7c+YMDQ0N3H777U51jV/KSU5Odqrr2LEj69evZ+3atXz66ads3bqVTp068eCDD/L4448TEBBww3PJzc1l7NixDmV1dXXk5+cDV8KnYRgur92yZYvCpQttLBaLrbknISIi0lqYzeabCkEi39aS/470zKWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiDSpsrIylixZwrhx4wgPD2fKlCls3LiRhoYGp7YFBQWEhoZSXl7uVHfu3DmioqL44x//eM2xLl26xKhRo9i2bRsAdXV1vPvuu8TGxnL//fcTGRnJnDlzyM3Nve6c6+rqiIuLIy0t7QZX2/ooXIqIiEiTqaioID4+nt27dzNx4kSSk5Pp0qULGRkZLF++3Km9yWQiODiYoKAgh/La2loWL15MdXX1dcc7cOAAtbW1DB8+HIBXXnmF119/nc6dO5OUlMSsWbOorq5m4cKFbN++3WUf9fX1pKamUlxcfJOrbl28mnsCIiIi0nq8++67nD17lpdeeolx48YBEBMTQ2JiIh988AFTp06lW7du9vaGYTBixAiHPkpKSli6dCklJSXfOZ7JZKJPnz4EBARw+PBhtm3bxgMPPMCLL75obzN58mSmT59OZmYm48ePp23btva6qqoqUlNTKSgo+IErbz20cykiIiJN5sSJEwDcf//9DuUREREADruDZrOZY8eOER4ebi/bsGEDcXFxmM1mpk2b9p3jmUwmezjdu3cvcCVMfpuvry8RERGcPXuWo0eP2ss//PBDHnnkEYqKipg5c+YNrLJ1086liIhIC7LpoXebewrX9OiW6T+4j27dupGXl8fx48fp37+/vbwxdAYEBNjLDMPA29ubwYMH28uOHDlCVFQUCQkJlJWV8d57711zrC+//JKTJ0/aw+XUqVMZNWoUd911l1PbmpoaADw9Pe1lxcXFhIeHM2/ePDw9PdmwYcPNLbqVUbgUERFpQaoKKpt7Cj+qGTNmsGfPHtLT01m8eDFBQUHs3r2bDz74gJCQEAYNGmRvazKZGDZsGO3atbOXpaWl2f9dVlZ23bEMw8DPz497770XuLJD2adPH6d25eXl7Nq1iw4dOtCzZ097eWJion2sioqKm15za6NwKSIiIk2mc+fOzJkzhxdffJF58+bZywcOHMiKFSto06YNcOV09r59+5g/f77D9d8Omt/FMAzCwsIcdiOvdv78eZYsWcKlS5dYsGABXl7fRKMbGUu+oWcuRUREpMm88847LFmyhI4dO/L000/z6quvEhsbS1FREYmJiZw7dw6AgwcPcuHCBafDPN9XbW0tBQUF173+zJkzJCUl8fnnnzN27FimTJlyU2OJI+1cioiISJM4f/48WVlZBAQEsH79evz8/AAYPXo0ffv2JTU1lfXr15OUlITJZKJ79+4EBgbe1Fj79+/n0qVL9lcQXe3kyZMkJydz4sQJxo0bR1pamn3XVH4YhUsREZEW5OeDby5M/RScOHECq9VKZGSkPVg2Gj9+PK+88or9RLdhGA6nxG+UyWSib9++dOzY0anu8OHDLF68GIvFwtSpU1m4cCEeHrqZ6y4KlyIiIi2IO05kt1SNzzDW19c71dlsNhoaGrDZbFRVVVFaWkpKSspNj2UymfjNb37jVH7o0CGSkpKwWq08+eSTTJ069abHENcU00VERKRJ9OjRg8DAQHbu3On0ZZ2tW7ditVoJCwvDMAx8fHwcTo7fiC+++IKKigqnW+Jms5mUlBRqa2t5/vnnFSx/JNq5FBERkSbh4eHBM888w5NPPsmMGTN4+OGH6dSpE4cPHyYnJ4fu3bsza9Ysnn/+eUJCQhxObt8IwzDw9/d3eI8mQFZWFhaLhQEDBmCz2cjJyXG6NjQ0lE6dOt3UuHKFwqWIiIg0mbCwMNatW8e6devYtGkTFy9epEuXLkybNo34+Hjat2/P/v37SU5OvukxcnNz+dWvfuX0HGVeXh4AhYWFFBYWurz2zTffVLj8gdpYLBZbc09CRESktTCbzQ5foRG5GS3570jPXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiISJMqKytjyZIljBs3jvDwcKZMmcLGjRtpaGhwaltQUEBoaCjl5eUAWCwWVqxYwW9/+1tGjBjBAw88wJIlS/jiiy9cjnXp0iVGjRrFtm3bAKirq+Pdd98lNjaW+++/n8jISObMmUNubu5151xXV0dcXBxpaWk/bPGtgFdzT0BERERaj4qKCuLj47FarTzyyCPceeed7Nq1i4yMDMrKyvj973/v0N5kMhEcHExQUBBWq5W5c+dSWlpKVFQU/fr1o6KiguzsbPbs2UNWVhY9e/Z0uP7AgQPU1tYyfPhwAF555RW2bdtGWFgYkyZN4uuvv2br1q0sXLiQZcuWERUV5TTn+vp6UlNTKS4upnfv3j/ej3OLULgUERGRJvPuu+9y9uxZXnrpJcaNGwdATEwMiYmJfPDBB0ydOpVu3brZ2xuGwYgRIwDYuHEjJSUlLFmyhEmTJtnbjB07llmzZvHGG2+QkZHhMJ7JZKJPnz4EBARw+PBhtm3bxgMPPMCLL75obzN58mSmT59OZmYm48ePp23btva6qqoqUlNTKSgo+DF+jluSbouLiIhIkzlx4gQA999/v0N5REQEAMXFxfYys9nMsWPHCA8PByAvL4+2bdsSHR3tcG3fvn3p0aMH+fn5TuOZTCZ7ON27dy9wJUx+m6+vLxEREZw9e5ajR4/ayz/88EMeeeQRioqKmDlz5s0st1XSzqWIiEgLMm57dXNP4Zr+O6rLD+6jW7du5OXlcfz4cfr3728vbwydAQEB9jLDMPD29mbw4MEAvPDCC9TU1ODp6enQp81m4/Tp03h4OO6Zffnll5w8edIeLqdOncqoUaO46667nOZVU1MD4NB3cXEx4eHhzJs3D09PTzZs2PADVt56KFyKiIi0IPvMl5t7Cj+qGTNmsGfPHtLT01m8eDFBQUHs3r2bDz74gJCQEAYNGmRvazKZGDZsGO3atQOgc+fOdO7c2anPHTt28NVXXzFq1CiHcsMw8PPz49577wWu7FD26dPH6fry8nJ27dpFhw4dHJ7ZTExMtI9dUVHxg9feWihcioiISJPp3Lkzc+bM4cUXX2TevHn28oEDB7JixQratGkDXDmdvW/fPubPn3/d/kpKSlixYgWenp7Ex8c71BmGQVhYmNNO57edP3+eJUuWcOnSJRYsWICX1zfRqDFYyo3RM5ciIiLSZN555x2WLFlCx44defrpp3n11VeJjY2lqKiIxMREzp07B8DBgwe5cOGC/Za2K0eOHLFfs2jRIu655x57XW1tLQUFBde9/syZMyQlJfH5558zduxYpkyZ4r6FtmLauRQREZEmcf78ebKysggICGD9+vX4+fkBMHr0aPr27Utqairr168nKSkJk8lE9+7dCQwMdNmXYRgsXbqUixcvsmjRImJiYhzq9+/fz6VLl+yvILrayZMnSU5O5sSJE4wbN460tDT7rqn8MAqXIiIiLUhIQNvvbvQTdeLECaxWK5GRkfZg2Wj8+PG88sor9hPdhmHYT4lfLTs7m5UrV+Lh4UF6ejrjx493amMymejbty8dO3Z0qjt8+DCLFy/GYrEwdepUFi5c6HQYSG6ewqWIiEgL4o4T2S1V4zOM9fX1TnU2m42GhgZsNhtVVVWUlpaSkpLi1G7jxo1kZGTg5+fH8uXLGTJkiMuxTCYTv/nNb5zKDx06RFJSElarlSeffJKpU6f+wFXJ1RTTRUREpEn06NGDwMBAdu7cSXW14yuXtm7ditVqJSwsDMMw8PHxcTg5DpCbm0tmZiYdOnRg7dq11wyWX3zxBRUVFU63xM1mMykpKdTW1vL8888rWP5ItHMpIiIiTcLDw4NnnnmGJ598khkzZvDwww/TqVMnDh8+TE5ODt27d2fWrFk8//zzhISEOJzcBnjttdew2WyMHDmS4uJihxeuN5owYQKGYeDv7+/wHk2ArKwsLBYLAwYMwGazkZOT43R9aGgonTp1cu/CWxmFSxEREWkyYWFhrFu3jnXr1rFp0yYuXrxIly5dmDZtGvHx8bRv3579+/eTnJzscF1VVRVlZWUAbN++ne3bt7vsf8KECeTm5vKrX/3K6TnKvLw8AAoLCyksLHR5/Ztvvqlw+QO1sVgstuaehIiISGthNpsdvkIjcjNa8t+RnrkUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUERGRJlVWVsaSJUsYN24c4eHhTJkyhY0bN9LQ0ODUtqCggNDQUMrLywG4cOECa9asYfLkyYwcOZKYmBg2bNhAXV2dy7EuXbrEqFGj2LZtGwB1dXW8++67xMbGcv/99xMZGcmcOXPIzc297pzr6uqIi4sjLS3tB67+1ufV3BMQERGR1qOiooL4+HisViuPPPIId955J7t27SIjI4OysjJ+//vfO7Q3mUwEBwcTFBREXV0dycnJ/O///i/R0dHcfffdHD58mD/84Q8cOnSIjIwMp/EOHDhAbW0tw4cPB+CVV15h27ZthIWFMWnSJL7++mu2bt3KwoULWbZsGVFRUU591NfXk5qaSnFxMb179/5xfphbiMKliIiINJl3332Xs2fP8tJLLzFu3DgAYmJiSExM5IMPPmDq1Kl069bN3t4wDEaMGAFATk4OBw8eZP78+fzud78D4OGHH8bX15e//OUv7N27l9DQUIfxTCYTffr0ISAggMOHD7Nt2zYeeOABXnzxRXubyZMnM336dDIzMxk/fjxt27a111VVVZGamkpBQcGP9ZPccnRbXERERJrMiRMnALj//vsdyiMiIgAoLi62l5nNZo4dO0Z4eDgA58+fp1evXvz2t791uDYsLAyAzz//3Gk8k8lkD6d79+4FroTJb/P19SUiIoKzZ89y9OhRe/mHH37II488QlFRETNnzrzhtbZW2rkUERFpQbzTE5t7Ctf09XN/+MF9dOvWjby8PI4fP07//v3t5Y2hMyAgwF5mGAbe3t4MHjwYgNjYWGJjY536PHLkCACBgYEO5V9++SUnT560h8upU6cyatQo7rrrLqc+ampqAPD09LSXFRcXEx4ezrx58/D09GTDhg03s+RWR+FSRESkBfEsKWruKfyoZsyYwZ49e0hPT2fx4sUEBQWxe/duPvjgA0JCQhg0aJC9rclkYtiwYbRr186pH6vVSmVlJbt27eJPf/oT/fv3JzIy0qGNYRj4+flx7733Ald2KPv06ePUV3l5Obt27aJDhw707NnTXp6YmGgfu6Kiwg2rbx0ULkVERKTJdO7cmTlz5vDiiy8yb948e/nAgQNZsWIFbdq0Aa6czt63bx/z58932c+WLVtYtWoVAHfccQdPP/20w7OScCVchoWFOexGXu38+fMsWbKES5cusWDBAry8volGrkKtfDc9cykiIiJN5p133mHJkiV07NiRp59+mldffZXY2FiKiopITEzk3LlzABw8eJALFy7Yb2lfbcCAAaxYsYLFixfTrl074uPj+fTTT+31tbW1FBQUXPN6gDNnzpCUlMTnn3/O2LFjmTJlinsX20pp51JERESaxPnz58nKyiIgIID169fj5+cHwOjRo+nbty+pqamsX7+epKQkTCYT3bt3d3qOstG3n9eMiIhg6tSprFy5kpEjRwKwf/9+Ll26ZH8F0dVOnjxJcnIyJ06cYNy4caSlpdl3TeWHUbgUERFpQep79mvuKfxoTpw4gdVqJTIy0h4sG40fP55XXnnFfqLbMAz7KfHv0rVrV4YMGcKnn36KxWLB398fk8lE37596dixo1P7w4cPs3jxYiwWC1OnTmXhwoV4eOhmrrsoXIqIiLQg7jiR3VI1PsNYX1/vVGez2WhoaMBms1FVVUVpaSkpKSkObZKTkzl+/DjZ2dkOz0YCXLx4EQ8PD/sYJpOJ3/zmN07jHDp0iKSkJKxWK08++SRTp0511/Lk/6eYLiIiIk2iR48eBAYGsnPnTqqrqx3qtm7ditVqJSwsDMMw8PHxcTg5DldeNVRZWclf//pXh/KCggIKCgoICQnhtttu44svvqCiosLplrjZbCYlJYXa2lqef/55BcsfiXYuRUREpEl4eHjwzDPP8OSTTzJjxgwefvhhOnXqxOHDh8nJyaF79+7MmjWL559/npCQEKfdyccffxyTycSKFSs4cuQId999N8ePH2fz5s34+/vz1FNPAVduqfv7+zs8lwmQlZWFxWJhwIAB2Gw2cnJynOYYGhpKp06dfrwfoRVQuBQREZEmExYWxrp161i3bh2bNm3i4sWLdOnShWnTphEfH0/79u3Zv38/ycnJTtd27NiR9evXs3btWj799FO2bt1Kp06dePDBB3n88cftL2DPzc3lV7/6ldNzlHl5eQAUFhZSWFjocn5vvvmmwuUP1MZisdiaexIiIiKthdlsdvgKjcjNaMl/R3rmUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSREREmlRZWRlLlixh3LhxhIeHM2XKFDZu3EhDQ4NT24KCAkJDQykvL3fZ15o1awgNDeXAgQMu6y9dusSoUaPYtm0bAHV1dbz77rvExsZy//33ExkZyZw5c8jNzb3unOvq6oiLiyMtLe0GV9v6KFyKiIhIk6moqCA+Pp7du3czceJEkpOT6dKlCxkZGSxfvtypvclkIjg4mKCgIKe6/Px8/uM//uO64x04cIDa2lqGDx8OwCuvvMLrr79O586dSUpKYtasWVRXV7Nw4UK2b9/uso/6+npSU1MpLi6+iRW3Pl7NPQERERFpPd59913Onj3LSy+9xLhx4wCIiYkhMTGRDz74gKlTp9KtWzd7e8MwGDFihFM/586d4/nnn8fLy4tLly5dczyTyUSfPn0ICAjg8OHDbNu2jQceeIAXX3zR3mby5MlMnz6dzMxMxo8fT9u2be11VVVVpKamUlBQ4IbVtw7auRQREZEmc+LECQDuv/9+h/KIiAgAh91Bs9nMsWPHCA8Pd+rn1VdfpaGhgYcffvi645lMJns43bt3L3AlTH6br68vERERnD17lqNHj9rLP/zwQx555BGKioqYOXPm91yhaOdSRESkBfl6/8LmnsI1eQ/L/MF9dOvWjby8PI4fP07//v3t5Y2hMyAgwF5mGAbe3t4MHjzYoY8PP/yQ//7v/+bf//3fOXjw4DXH+vLLLzl58qQ9XE6dOpVRo0Zx1113ObWtqakBwNPT015WXFxMeHg48+bNw9PTkw0bNtzwelsjhUsREZEWpOHs5809hR/VjBkz2LNnD+np6SxevJigoCB2797NBx98QEhICIMGDbK3NZlMDBs2jHbt2tnLysvLWbFiBVOnTiU0NPS64dIwDPz8/Lj33nuBKzuUffr0cWpXXl7Orl276NChAz179rSXJyYm2seuqKj4gStvPRQuRUREpMl07tyZOXPm8OKLLzJv3jx7+cCBA1mxYgVt2rQBrpzO3rdvH/Pnz7e3qa+v5/nnn6dr164kJiZ+51iGYRAWFuawG3m18+fPs2TJEi5dusSCBQvw8vomGn071Mr3p2cuRUREpMm88847LFmyhI4dO/L000/z6quvEhsbS1FREYmJiZw7dw6AgwcPcuHCBYfDPOvXr6eoqIj09HTat29/3XFqa2spKChweRio0ZkzZ0hKSuLzzz9n7NixTJkyxT2LbOW0cykiIiJN4vz582RlZREQEMD69evx8/MDYPTo0fTt25fU1FTWr19PUlISJpOJ7t27ExgYCEBhYSHr1q1j+vTpdOnSBYvFAlwJkY19WywW/Pz88PDwYP/+/Vy6dMn+CqKrnTx5kuTkZE6cOMG4ceNIS0uz75rKD6NwKSIi0oJ4+PVt7in8aE6cOIHVaiUyMtIeLBuNHz+eV155xX6i2zAMh1PiJpOJ+vp6/vznP/PnP//Zqe+UlBQAtmzZwp133onJZKJv37507NjRqe3hw4dZvHgxFouFqVOnsnDhQjw8dDPXXRQuRUREWhB3nMhuqRqfYayvr3eqs9lsNDQ0YLPZqKqqorS01B4YAR588EGHwz6N/va3v5GTk8MTTzxB79696dSpE3AljP7mN79xan/o0CGSkpKwWq08+eSTTJ061U2rk0YKlyIiItIkevToQWBgIDt37uSxxx6jS5cu9rqtW7ditVoJCwvDMAx8fHwcwmRQUJDLr/Q0nhbv27cvQ4cOBeCLL76goqLC6Za42WwmJSWF2tpa0tLS+PWvf+3+RYrCpYiIiDQNDw8PnnnmGZ588klmzJjBww8/TKdOnTh8+DA5OTl0796dWbNm8fzzzxMSEuJwcvtGGIaBv7+/w3s0AbKysrBYLAwYMACbzUZOTo7TtaGhofbdT7k5CpciIiLSZMLCwli3bh3r1q1j06ZNXLx4kS5dujBt2jTi4+Np3749+/fvJzk5+abHyM3N5Ve/+pXTc5R5eXnAlcNBhYWFLq998803FS5/oDYWi8XW3JMQERFpLcxms8NXaERuRkv+O9LRKBERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLERERaVJlZWUsWbKEcePGER4ezpQpU9i4cSMNDQ1ObQsKCggNDaW8vByAnJwcQkNDXf4vLS3N6fpLly4xatQotm3bBkBdXR3vvvsusbGx3H///URGRjJnzhxyc3OvO+e6ujri4uJcjiGOvJp7AiIiItJ6VFRUEB8fj9Vq5ZFHHuHOO+9k165dZGRkUFZWxu9//3uH9iaTieDgYIKCggA4evQoAM888wzt27d3aNvY5tsOHDhAbW0tw4cPB+CVV15h27ZthIWFMWnSJL7++mu2bt3KwoULWbZsGVFRUU591NfXk5qaSnFxMb1793bL73ArU7gUERGRJvPuu+9y9uxZXnrpJcaNGwdATEwMiYmJfPDBB0ydOpVu3brZ2xuGwYgRI+z/Pnr0KB07duShhx76XuOZTCb69OlDQEAAhw8fZtu2bTzwwAO8+OKL9jaTJ09m+vTpZGZmMn78eNq2bWuvq6qqIjU1lYKCgh+28FZEt8VFRESkyZw4cQKA+++/36E8IiICgOLiYnuZ2Wzm2LFjhIeH28uOHTtGjx49vvd4JpPJHk737t0LXAmT3+br60tERARnz56174wCfPjhhzzyyCMUFRUxc+bM7z1ma6edSxERkRbkj39Lb+4pXNPsB5/7wX1069aNvLw8jh8/Tv/+/e3ljaEzICDAXmYYBt7e3gwePBiAmpoa/vnPfzJ27FgALl++jM1mo127di7H+vLLLzl58qQ9XE6dOpVRo0Zx1113ObWtqakBwNPT015WXFxMeHg48+bNw9PTkw0bNvyAlbceCpciIiItyElzSXNP4Uc1Y8YM9uzZQ3p6OosXLyYoKIjdu3fzwQcfEBISwqBBg+xtTSYTw4YNs4fHxl3Fqqoqfve733H06FEaGhq45557mDdvHiEhIQ5jGYaBn58f9957L3Blh7JPnz5OcyovL2fXrl106NCBnj172ssTExPtY1dUVLj1d7iV6ba4iIiINJnOnTszZ84cqqurmTdvHg899BArV66kf//+rFixgjZt2gBXTmfv27fP4XnLY8eOAXDo0CHGjBnD8uXLSUpKoqqqiqSkJD799FOHsQzDICwszGE38mrnz59nyZIlXLp0iccffxwvr2/23a61IyrXp51LERERaTLvvPMOa9as4Ze//CXz58+nY8eOHDx4kPfff5/ExET+/d//ndtvv52DBw9y4cIFh3DZr18/Zs2aRVRUFL/85S/t5f/n//wfYmNjefXVVwkPD8fDw4Pa2loKCgqcTp9/25kzZ0hOTubzzz9n7NixTJky5Udde2uhcCkiIiJN4vz582RlZREQEMD69evx8/MDYPTo0fTt25fU1FTWr19PUlISJpOJ7t27ExgYaL9+8ODB9ucvvy0wMJCIiAhycnIoLS2lZ8+e7N+/n0uXLtlfQXS1kydPkpyczIkTJxg3bhxpaWn2XVP5YRQuRUREWpBfBvT87kY/USdOnMBqtRIZGWkPlo3Gjx/PK6+8Yj/RbRiGwynx79KpUycALly4AFx5XrNv37507NjRqe3hw4dZvHgxFouFqVOnsnDhQjw89KSguyhcioiItCDuOJHdUjU+w1hfX+9UZ7PZaGhowGazUVVVRWlpKSkpKQ5tFi9ezPHjx3nvvff42c9+5lBXWloKwC9+8QvgSrj8zW9+4zTOoUOHSEpKwmq18uSTTzJ16lS3rE2+oZguIiIiTaJHjx4EBgayc+dOqqurHeq2bt2K1WolLCwMwzDw8fFxODkOVw4Dffnll2zZssWh/MCBA5hMJsLDw+nYsSNffPEFFRUVTrfEzWYzKSkp1NbW8vzzzytY/ki0cykiIiJNwsPDg2eeeYYnn3ySGTNm8PDDD9OpUycOHz5MTk4O3bt3Z9asWTz//POEhIQ4nNwG+Nd//VdMJhOvv/46R48epX///pSWlvLBBx8QEBBg3+k0DAN/f3+H92gCZGVlYbFYGDBgADabjZycHKc5hoaG2m+xy81RuBQREZEmExYWxrp161i3bh2bNm3i4sWLdOnShWnTphEfH0/79u3Zv38/ycnJTtd26tSJ9evX88c//hHDMPjwww/p2LEjDz74IP/6r/9qfwF7bm4uv/rVr5yeo8zLywOgsLCQwsJCl/N78803FS5/oDYWi8XW3JMQERFpLcxms8NXaERuRkv+O9IzlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIi0qTKyspYsmQJ48aNIzw8nClTprBx40YaGhqc2hYUFBAaGkp5ebm9LDc3l7lz5zJ69GjGjh3LggUL+Mc//uFyrEuXLjFq1Ci2bdsGQF1dHe+++y6xsbHcf//9REZGMmfOHHJzc68757q6OuLi4khLS/sBK28dFC5FRESkyVRUVBAfH8/u3buZOHEiycnJdOnShYyMDJYvX+7U3mQyERwcTFBQEABbt25l4cKFnDlzhjlz5hAXF8fRo0dJSEigqKjI6foDBw5QW1vL8OHDAXjllVd4/fXX6dy5M0lJScyaNYvq6moWLlzI9u3bXc65vr6e1NRUiouL3fhL3Lq8mnsCIiIi0nq8++67nD17lpdeeolx48YBEBMTQ2JiIh988AFTp06lW7du9vaGYTBixAgAqqurWbVqFX379mXt2rX87Gc/A2DMmDE8+uijvPXWW6xevdphPJPJRJ8+fQgICODw4cNs27aNBx54gBdffNHeZvLkyUyfPp3MzEzGjx9P27Zt7XVVVVWkpqZSUFDwY/0ktxztXIqIiEiTOXHiBAD333+/Q3lERASAw+6g2Wzm2LFjhIeHA/Dhhx9SW1vLE088YQ+WAL/85S954oknCAsLcxrPZDLZw+nevXuBK2Hy23x9fYmIiODs2bMcPXrUXv7hhx/yyCOPUFRUxMyZM292ya2Odi5FRERakK1btzb3FK7pt7/97Q/uo1u3buTl5XH8+HH69+9vL28MnQEBAfYywzDw9vZm8ODBAOzfvx9fX1/uu+8+4MpzkHV1dfzsZz/j0UcfdRrryy+/5OTJk/ZwOXXqVEaNGsVdd93l1LampgYAT09Pe1lxcTHh4eHMmzcPT09PNmzY8ANX3zooXIqIiLQg1dXVzT2FH9WMGTPYs2cP6enpLF68mKCgIHbv3s0HH3xASEgIgwYNsrc1mUwMGzaMdu3aAfDFF1/w85//nOPHj7N69Wr2799PfX09PXv2ZP78+fYdzkaGYeDn58e9994LXNmh7NOnj9OcysvL2bVrFx06dKBnz5728sTERPvYFRUV7v4pblm6LS4iIiJNpnPnzsyZM4fq6mrmzZvHQw89xMqVK+nfvz8rVqygTZs2wJVdyX379tl3HQHOnj3L2bNnmT17Nv7+/rz44os89dRTXLhwgUWLFrFr1y6HsQzDICwszGE38mrnz59nyZIlXLp0iccffxwvr2/23RqDpdwYhUsRERFpMu+88w5LliyhY8eOPP3007z66qvExsZSVFREYmIi586dA+DgwYNcuHDBIVxevnyZ6upqHnzwQV544QXGjBlDTEwMWVlZeHt7s2rVKmw2GwC1tbUUFBQ4XH+1M2fOkJSUxOeff87YsWOZMmXKj7v4VkLhUkRERJrE+fPnycrKIiAggPXr1zN58mRGjx5NcnIyy5Yto6ioiPXr1wNXbol3796dwMBA+/WNh3iufr6yS5cujBo1ilOnTvHFF18AV57PvHTpkv0VRFc7efIk8fHxFBYWMm7cONLT0+27pvLD6JlLERGRFqRLly7NPYUfzYkTJ7BarURGRuLn5+dQN378eF555RX7iW7DMJyeoezatSvHjx+nU6dOTn03lp0/fx64Ek779u1Lx44dndoePnyYxYsXY7FYmDp1KgsXLsTDQ/tt7qJwKSIi0oK440R2S9X4DGN9fb1Tnc1mo6GhAZvNRlVVFaWlpaSkpDi0GTBgAMePH+fYsWMMHDjQoe7LL78EsO90mkwmfvOb3ziNc+jQIZKSkrBarTz55JNMnTrVLWuTbyimi4iISJPo0aMHgYGB7Ny50+lU/NatW7FarYSFhWEYBj4+Pg4nxwEmTpwIwNtvv+0QUEtKSti9ezdDhw6lc+fOfPHFF1RUVDjdEjebzaSkpFBbW8vzzz+vYPkj0c6liIiINAkPDw+eeeYZnnzySWbMmMHDDz9Mp06dOHz4MDk5OXTv3p1Zs2bx/PPPExIS4nByG+C+++5j+vTpvPvuu8yePZsJEyZQU1PDpk2baN++PYsXLwau3FL39/d3eI8mQFZWFhaLhQEDBmCz2cjJyXGaY2hoqMvb7vL9KVyKiIhIkwkLC2PdunWsW7eOTZs2cfHiRbp06cK0adOIj4+nffv27N+/n+TkZJfXP/HEE/Tq1Yu//OUvvP766/zsZz8jJCSEOXPm2D8bmZuby69+9Sun5yjz8vIAKCwspLCw0GX/b775psLlD9TGYrHYmnsSIiIirYXZbHb4Co3IzWjJf0d65lJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNzGq7knICIiIq1LWVkZb731Fvv37+fixYsEBQUxadIkHn30UTw8HPe9CgoKSEhIYPPmzSQmJlJZWXndvrds2cKdd95p//elS5cYO3YsixcvJjo6mrq6OjZt2sT27ds5efIkXl5e9O3blxkzZjB8+PBr9ltXV8fMmTPp3bs3qampP+wHuMUpXIqIiEiTqaioID4+HqvVyiOPPMKdd97Jrl27yMjIoKysjN///vcO7U0mE8HBwQQFBZGcnMzXX3/t1Odnn33Gf/7nfzJgwAC6dOniUHfgwAFqa2vtwfGVV15h27ZthIWFMWnSJL7++mu2bt3KwoULWbZsGVFRUU7919fXk5qaSnFxMb1793bjr3FrUrgUERGRJvPuu+9y9uxZXnrpJcaNGwdATEwMiYmJfPDBB0ydOpVu3brZ2xuGwYgRIwCIjIx06u/ChQtkZWXh7+/Pv/3bv+Hl5RhtTCYTffr0ISAggMOHD7Nt2zYeeOABXnzxRXubyZMnM336dDIzMxk/fjxt27a111VVVZGamkpBQYEbf4Vbm565FBERkSZz4sQJAO6//36H8oiICACKi4vtZWazmWPHjhEeHn7N/t58801OnjzJwoUL6dq1q1O9yWSyh9O9e/cCV8Lkt/n6+hIREcHZs2c5evSovfzDDz/kkUceoaioiJkzZ97AKls37VyKiIi0IJseere5p3BNj26Z/oP76NatG3l5eRw/fpz+/fvbyxtDZ0BAgL3MMAy8vb0ZPHiwy75KS0vJzs5m0KBB/OY3v3Gq//LLLzl58qQ9XE6dOpVRo0Zx1113ObWtqakBwNPT015WXFxMeHg48+bNw9PTkw0bNtz4glshhUsREZEWpKrg+gdWfupmzJjBnj17SE9PZ/HixQQFBbF7924++OADQkJCGDRokL2tyWRi2LBhtGvXzmVff/zjH6mvr2f+/Pku6w3DwM/Pj3vvvRe4skPZp08fp3bl5eXs2rWLDh060LNnT3t5YmKifeyKioqbXXKro3ApIiIiTaZz587MmTOHF198kXnz5tnLBw4cyIoVK2jTpg1w5XT2vn37rhkcKysr2bVrF0OHDmXgwIEu2xiGQVhYmMNu5NXOnz/PkiVLuHTpEgsWLHB4ZvNaoVauT89cioiISJN55513WLJkCR07duTpp5/m1VdfJTY2lqKiIhITEzl37hwABw8e5MKFC/Zb2lfbvHkz9fX1/O53v3NZX1tbS0FBwTWvBzhz5gxJSUl8/vnnjB07lilTpvzwBYp2LkVERKRpnD9/nqysLAICAli/fj1+fn4AjB49mr59+5Kamsr69etJSkrCZDLRvXt3AgMDXfb10Ucf0bFjR0JDQ13W79+/n0uXLl3z3ZUnT54kOTmZEydOMG7cONLS0uy7pvLDKFyKiIi0ID8f7DpM3QpOnDiB1WolMjLSHiwbjR8/nldeecV+otswjGueEv/iiy84ceIEU6ZMueYtb5PJRN++fenYsaNT3eH/j72/j6rqvPP//6eAWtQYR7kpkljAm5qYOmoFKhjFDxInLTGNoBWkg5YWFZUEhUSMihpNvYlBTVOjhaLTqsO0Em1NGTtORufrPoKgqENIvUFyaEGFRokociJyfn/48zSnB403J0jl9VgrK8v3vva+3ucs/nita+9rnxMnSE1Npa6ujsmTJ/PKK684vLxd7p/CpYiISBvijB3ZbdWtZxhv3LjhcMxqtdLc3IzVauX8+fNUVFSQlpbW4nVuvXPyO9/5zm3nMplMLe4gP378OMnJyVgsFubOncvkyZPv56PIHSimi4iISKsICAjAx8eHffv2UVNTY3ds9+7dWCwWgoODMQyDrl272u0c/6KPP/4YgKeeeqrF45988gnV1dUOt8Rra2tJS0ujsbGRJUuWKFh+RbRyKSIiIq3CxcWFBQsWMHfuXOLj45kwYQK9evXixIkT5Ofn4+/vz7Rp01iyZAmBgYEOv7Zzi9lspnPnzvTq1avF44Zh0KNHD7v3aAJkZWVRV1fHM888g9VqJT8/3+HcoKCg215X7o7CpYiIiLSa4OBgsrOzyc7OJjc3l4aGBry8vIiNjSUhIYHOnTtTXFxMSkrKba9RV1dHt27dbnv80KFDfOc733F4jrKwsBCA0tJSSktLWzx348aNCpcPqENdXZ31YTchIiLSXtTW1tr9Co3I/WjLf0d65lJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkRERFqV2WwmPT2diIgIQkNDmTRpEjt27KC5udlhbElJCUFBQVRVVQFw9epV3n77bcaPH09ISAiRkZGsWbOGK1eutDjX559/zqhRo/jd734HQFNTE9u2bSMmJoaRI0cSFhbGjBkzOHTo0B17bmpqIi4ujqVLlz7gp3/0uT3sBkRERKT9qK6uJiEhAYvFwsSJE+nduzf79+8nMzMTs9nM/Pnz7cabTCb69OmDr68vTU1NzJ49m48++ojnnnuOYcOG8fHHH7Nz506OHz9OdnY2nTt3tjv/yJEjNDY2MmLECABWrlzJ7373O4KDg3nppZe4du0au3fv5pVXXmHRokVERkY69Hzjxg0yMjI4deoU/fv3/+q+nEeEwqWIiIi0mm3btnH58mVWrFhBREQEANHR0SQlJZGXl8fkyZPx8/OzjTcMg5CQEAD+93//l48++ogJEybYhVBvb282b97MBx98wIQJE+zmM5lMDBgwAE9PT06cOMHvfvc7nnvuOZYvX24bExUVxZQpU1i3bh3jxo2jY8eOtmPnz58nIyODkpKSr+LreCTptriIiIi0msrKSgBGjhxpVx89ejQAp06dstVqa2s5c+YMoaGhdzw3LCwMgJMnTzrMZzKZbOH08OHDwM0w+UXdunVj9OjRXL58mdOnT9vqf/jDH5g4cSJlZWVMnTr1nj5ne6aVSxERkTYkYk/Nw27htv4r0uuBr+Hn50dhYSFnz55l0KBBtvqt4Ojp6WmrGYaBu7s7Q4cOBeAb3/gGAGfPnrULmGazGQAvL/v+/vKXv/DnP//ZFi4nT57MqFGjbNf5oosXLwLg6upqq506dYrQ0FBmzZqFq6srW7Zsue/P3Z4oXIqIiLQhRbXXH3YLX6n4+HgKCgpYtmwZqamp+Pr6cvDgQfLy8ggMDGTIkCG2sSaTieHDh9OpUycARo0axejRo8nJycHDw4OhQ4dy5swZ3n77bby8vHjxxRft5jIMg+7du/Otb30LuLlCOWDAAIeeqqqq2L9/P48//jh9+/a11ZOSkmxzV1dXO/ureGQpXIqIiEir8fDwYMaMGSxfvpxZs2bZ6oMHD2bNmjV06NABuLk7u6ioiNmzZ9vGuLq68pOf/ITKykqWLFliq/fs2ZONGzfi4eFhN5dhGAQHB9utRv69K1eukJ6ezueff86cOXNwc/tbNLoVLOXe6JlLERERaTVbt24lPT2dnj178tprr7Fq1SpiYmIoKysjKSmJ+vp6AI4dO8bVq1dtt7Th5s7vH/3oR9TU1DB9+nTWrFnDnDlzaG5uZvr06XbPazY2NlJSUmJ3/t/77LPPSE5O5k9/+hNjx45l0qRJX90Hb0e0cikiIiKt4sqVK2RlZeHp6UlOTg7du3cHYMyYMQwcOJCMjAxycnJITk7GZDLh7++Pj4+P7fyNGzfS1NTExo0bbbe64ebt8ri4OFasWMHWrVsBKC4u5vPPP7e9gujv/fnPfyYlJYXKykoiIiJYunSpbdVUHozCpYiISBsS6Nnxywf9g6qsrMRisRAWFmYLlreMGzeOlStX2nZ0G4Zh2yV+y+nTp/Hz87MLlnBzo8+wYcM4dOgQV65coVu3bphMJgYOHEjPnj0d+jhx4gSpqanU1dUxefJkXnnlFVxcdDPXWRQuRURE2hBn7Mhuq249w3jjxg2HY1arlebmZqxWK+fPn6eiooK0tDS7MR07dmzxV3wAW91qtQI3NwN997vfdRh3/PhxkpOTsVgszJ07l8mTJz/QZxJHiukiIiLSKgICAvDx8WHfvn3U1Ni/cmn37t1YLBaCg4MxDIOuXbva7RwHCA0N5ZNPPnH4qcbTp09TUlLC008/zWOPPcYnn3xCdXW1wy3x2tpa0tLSaGxsZMmSJQqWXxGtXIqIiEircHFxYcGCBcydO5f4+HgmTJhAr169OHHiBPn5+fj7+zNt2jSWLFlCYGCg3c5tgFmzZnH06FHS0tJ48cUX6d+/P3/+85/Jy8vDzc2N1157Dbh5S71Hjx5279EEyMrKoq6ujmeeeQar1Up+fr5Dj0FBQfTq1eur+xLaAYVLERERaTXBwcFkZ2eTnZ1Nbm4uDQ0NeHl5ERsbS0JCAp07d6a4uJiUlBSHc728vNiyZQtZWVkcOHCAvLw8Hn/8cUJDQ/nJT35iezn6oUOH+M53vuPwHGVhYSEApaWllJaWttjfxo0bFS4fUIe6ujrrw25CRESkvaitrbX7FRqR+9GW/470zKWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiLQqs9lMeno6ERERhIaGMmnSJHbs2EFzc7PD2JKSEoKCgqiqqgLgs88+Y/Xq1Xz3u9/l2WefJTY2ltzc3BbPBfj8888ZNWoUv/vd7wBoampi27ZtxMTEMHLkSMLCwpgxYwaHDh26Y89NTU3ExcWxdOnSB/z0jz6FSxEREWk11dXVJCQkcPDgQV544QVSUlLw8vIiMzOT1atXO4w3mUz06dMHX19f6uvr+clPfsJvf/tbnnnmGV5++WWeeeYZMjMzSU9Px2q1Opx/5MgRGhsbGTFiBAArV65k/fr1eHh4kJyczLRp06ipqeGVV15hz549LfZ848YNMjIyOHXqlHO/jEeU28NuQERERNqPbdu2cfnyZVasWEFERAQA0dHRJCUlkZeXx+TJk/Hz87ONNwyDkJAQAHJycvjkk0/413/9V2bPnm0bM2DAAFavXs0f/vAHvve979nNZzKZGDBgAJ6enpw4cYLf/e53PPfccyxfvtw2JioqiilTprBu3TrGjRtHx44dbcfOnz9PRkYGJSUlX8XX8UjSyqWIiIi0msrKSgBGjhxpVx89ejSA3epgbW0tZ86cITQ0FID/+Z//oUuXLvz4xz+2O3fChAk8/vjjvP/++w7zmUwmWzg9fPgwcDNMflG3bt0YPXo0ly9f5vTp07b6H/7wByZOnEhZWRlTp069n4/bLmnlUkREpA1xX5b0sFu4rWuLf/7A1/Dz86OwsJCzZ88yaNAgW/1W6PT09LTVDMPA3d2doUOHAnDhwgX69evH1772Nbtruri44Ovry5/+9CesVisdOnQA4C9/+Qt//vOfbeFy8uTJjBo1im984xsOfV28eBEAV1dXW+3UqVOEhoYya9YsXF1d2bJlywN//vZA4VJERKQNcS0ve9gtfKXi4+MpKChg2bJlpKam4uvry8GDB8nLyyMwMJAhQ4bYxppMJoYPH06nTp0A6NKlC1evXm3xunV1dXz++ed89tln9OjRA7gZTrt37863vvUt4OYK5YABAxzOraqqYv/+/Tz++OP07dvXVk9KSrLNXV1d7YyP3y7otriIiIi0Gg8PD2bMmEFNTQ2zZs3i+9//Pm+99RaDBg1izZo1tlXHpqYmioqKbKuOAIMHD+Yvf/kLH330kd01y8rKOHfuHAAWi8VWNwyD4OBgu9XIv3flyhXS09P5/PPP+fGPf4yb29/W3W4FS7k3CpciIiLSarZu3Up6ejo9e/bktddeY9WqVcTExFBWVkZSUhL19fUAHDt2jKtXr9qFy4SEBFxcXHj11VfZt28f1dXVHDhwgPnz59O9e3fgb7e1GxsbKSkpsTv/73322WckJyfzpz/9ibFjxzJp0qSv8JO3H7otLiIiIq3iypUrZGVl4enpSU5Oji0QjhkzhoEDB5KRkUFOTg7JycmYTCb8/f3x8fGxnX9rdfOnP/0pCxYsAMDd3Z1p06ZRVVXF7t27bdcsLi7m888/t72C6O/9+c9/JiUlhcrKSiIiIli6dKlt1VQejMKliIhIG3Kj79MPu4WvTGVlJRaLhbCwMFsIvGXcuHGsXLnStqPbMAzbLvEvGjlyJLt37+b06dM0NTXRr18/3N3dmT59Ot7e3rZb2SaTiYEDB9KzZ0+Ha5w4cYLU1FTq6uqYPHkyr7zyCi4uupnrLAqXIiIibYgzdmS3VbeC340bNxyOWa1WmpubsVqtnD9/noqKCtLS0uzGHD16lE8++YQJEybw1FNP2eqXL1+mtLSUsWPH2momk4nvfve7DvMcP36c5ORkLBYLc+fOZfLkyc76ePL/p5guIiIirSIgIAAfHx/27dtHTU2N3bHdu3djsVgIDg7GMAy6du1qt3Mcbt7qXrlyJUVFRbaa1WrlnXfeoampiSlTpgDwySefUF1d7XBLvLa2lrS0NBobG1myZImC5VdEK5ciIiLSKlxcXFiwYAFz584lPj6eCRMm0KtXL06cOEF+fj7+/v5MmzaNJUuWEBgYaLdzG26+LP3999/n9ddf5wc/+AE9e/bkwIEDmEwmfvzjH9teM2QYBj169LB7jyZAVlYWdXV1PPPMM1itVvLz8x16DAoKolevXl/dl9AOKFyKiIhIqwkODiY7O5vs7Gxyc3NpaGjAy8uL2NhYEhIS6Ny5M8XFxaSkpDic6+HhwaZNm9i4cSO/+c1vsFgs+Pv72/2UJMChQ4f4zne+4/AcZWFhIQClpaWUlpa22N/GjRsVLh9Qh7q6OsdfeRcREZGvRG1trd2v0Ijcj7b8d6RnLkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERKRVmc1m0tPTiYiIIDQ0lEmTJrFjxw6am5sdxpaUlBAUFERVVZXDsfr6eiIjI9m8eXOL8zQ2NrJp0yYmTJjAs88+S3R0NL/+9a+5ceNGi+MvXLhAUFAQRUVFtvM3btxIVFQUISEhhIeHk5KSQmlp6R0/35f19ahze9gNiIiISPtRXV1NQkICFouFiRMn0rt3b/bv309mZiZms5n58+fbjTeZTPTp0wdfX1+7emNjI6mpqdTU1LQ4T3NzM/Pnz+fQoUO88MILDBo0iMLCQjZs2EBlZSULFixwOMcwDLp06cKQIUOwWq2kpaVRWFhIeHg4MTExXLp0iZ07d5KYmMi6desICgpyuMaX9dUeKFyKiIhIq9m2bRuXL19mxYoVREREABAdHU1SUhJ5eXlMnjwZPz8/23jDMAgJCbG7Rnl5OQsXLqS8vPy28/z3f/83JpOJWbNmER8fD8BLL73ET3/6U95//33Gjx/PM888Y3eOyWQiMDCQjh07snfvXgoLC5k6dSpJSUm2MePHjycmJoa1a9eSm5t7z321B7otLiIiIq2msrISgJEjR9rVR48eDcCpU6dstdraWs6cOUNoaKittmXLFuLi4qitrSU2Nva283zwwQd07NiRSZMm2dX/9V//FYA9e/bY1a9fv05xcbFtrsOHDwMQFRVlN87b25thw4ZRUVFBXV3dPffVHmjlUkREpA25VvzKw27httyHr3vga/j5+VFYWMjZs2cZNGiQrX4rdHp6etpqhmHg7u7O0KFDbbWTJ08SGRnJ9OnTMZvNbN++vcV5SktL6du3L+7u7nZ1X19f/umf/omPPvrIrl5SUkJDQwMjRowAYM6cOURHR+Pl5eVw7YsXLwLg4vK3Nbq77as9ULgUERFpQ5ov/+lht/CVio+Pp6CggGXLlpGamoqvry8HDx4kLy+PwMBAhgwZYhtrMpkYPnw4nTp1stWWLl1q+7fZbG5xjsbGRi5fvmwXSr/Iy8uL6upqu5phGPTr1w9vb28AevToQY8ePRzOPX78OKWlpfTv35/u3bvfU1/thcKliIiItBoPDw9mzJjB8uXLmTVrlq0+ePBg1qxZQ4cOHQBoamqiqKiI2bNn253/xaB5O1euXAGgS5cuLR7/2te+xrVr1+xqJpPJdmv+dmpqali8eDEAiYmJ99xXe6FnLkVERKTVbN26lfT0dHr27Mlrr73GqlWriImJoaysjKSkJOrr6wE4duwYV69eddjMczesVqvd/1s67urqavt3VVUVZrP5jnNVV1czc+ZMzp07R1xc3JcG0fZMK5ciIiLSKq5cuUJWVhaenp7k5OTYbiuPGTOGgQMHkpGRQU5ODsnJyZhMJvz9/fHx8bnneW6tWDY2NrZ4vLGxka5du9r+bTKZ6NatG4MHD25xfFlZGfPmzePTTz9lypQpJCcn33NP7YnCpYiISBvi0n3gw27hK1NZWYnFYiEsLMzueUWAcePGsXLlStsubcMw7HaJ34uuXbvSo0eP275rsqamxi60mkwmgoKCcHNzjEUHDhxg0aJFWCwWkpOTiYuLu6+e2hOFSxERkTbEGTuy26pbzyW29As5VquV5uZmrFYr58+fp6KigrS0tPuea9CgQRQXF9PY2MjXvvY1W72qqoq6ujrGjRsHgMVi4ciRIy3O9eGHH/L666/j6urKm2++SXh4+H33057omUsRERFpFQEBAfj4+LBv3z6HVcXdu3djsVgIDg7GMAy6du1qt3P8Xv3Lv/wLFovF4UXn//Zv/wZAZGQkAEePHsVisdheQXTL6dOnycjIwM3NjfXr1ytY3gOtXIqIiEircHFxYcGCBcydO5f4+HgmTJhAr169OHHiBPn5+fj7+zNt2jSWLFlCYGBgi7ep79Zzzz3H7t27+fnPf051dTVPP/00BQUF/Pd//zcTJ07km9/8JnDz9vuAAQPw8PCwO3/Dhg1YLBZCQ0OpqakhPz/fYY6wsDCH92iKwqWIiIi0ouDgYLKzs8nOziY3N5eGhga8vLyIjY0lISGBzp07U1xcTEpKygPN06FDB9auXcsvfvEL/vjHP/LBBx/Qu3dvUlJS+MEPfmAbd+jQIcaOHWt3blNTE0ePHgVuhk/DMFqcY9euXQqXLehQV1fX8j59ERERcbra2lq7X6ERuR9t+e9Iz1yKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiEirMpvNpKenExERQWhoKJMmTWLHjh00Nzc7jC0pKSEoKIiqqiqHY/X19URGRrJ58+Y7zrd69WpefPHFO4554403SExMtJv35ZdfJjw8nNDQUKKioti8eTOff/75Ha/zq1/9iqCgoDuOedS5PewGREREpP2orq4mISEBi8XCxIkT6d27N/v37yczMxOz2cz8+fPtxptMJvr06YOvr69dvbGxkdTUVGpqau4433/8x3/w29/+Fh8fnzuOKygoYOLEiQAcPXqUWbNm0bNnT2JjY3n88cc5fPgwWVlZnDhxgg0bNuDi4rg+t3//fn7+85/fzdfwSFO4FBERkVazbds2Ll++zIoVK4iIiAAgOjqapKQk8vLymDx5Mn5+frbxhmEQEhJid43y8nIWLlxIeXn5bedpbGxkw4YN/Pa3v/3Snk6ePEltba1tnjfffJOuXbuydetWPDw8bD1mZmayY8cOPvzwQ8aOHWs7v6mpia1bt5KVlcWNGzfu+rt4VOm2uIiIiLSayspKAEaOHGlXHz16NACnTp2y1Wprazlz5gyhoaG22pYtW4iLi6O2tpbY2NgW5zh9+jQTJkzgt7/9LS+99BJeXl537MlkMuHp6cmAAQO4cOEClZWVjB492hYsb/ne974H3Lxl/sUef/CDH7Bp0yZGjhzJwIEDv+wreORp5VJERKQN2fzBsofdwm0lfm/xA1/Dz8+PwsJCzp49y6BBg2z1W6HT09PTVjMMA3d3d4YOHWqrnTx5ksjISKZPn47ZbGb79u0Oc1RVVeHp6cnSpUsJDAz80uctTSYTI0aMAKBXr1789re/pXPnzg7jPv30UwC7W+KXLl3CxcWFN998k7FjxzJjxoy7+RoeaQqXIiIibcifa29/q/dREB8fT0FBAcuWLSM1NRVfX18OHjxIXl4egYGBDBkyxDbWZDIxfPhwOnXqZKstXbrU9m+z2dziHCEhIYSFhd1VP5cvX6a0tNS2Curm5kafPn1aHLtt2zYAvv3tb9tqAQEB/Md//AcdOnS4q/naA4VLERERaTUeHh7MmDGD5cuXM2vWLFt98ODBrFmzxhbSmpqaKCoqYvbs2XbnfzFo3s7djLmloKCADh06fOkO7+zsbA4fPszAgQMZNWqUre7mpij19/SNiIiISKvZunUr7777Lk8++SSzZ8+mZ8+eHDt2jN/85jckJSXxzjvv8Nhjj3Hs2DGuXr3qsJnH2UwmE//8z/9M165dbzsmOzubTZs20bNnT37605+2uFNc/kbhUkRERFrFlStXyMrKwtPTk5ycHLp37w7AmDFjGDhwIBkZGeTk5JCcnIzJZMLf3/9LXyH0IKxWKwUFBUyZMqXF401NTaxZs4b3338fLy8v3nnnHYdXIokjhUsREZE25EnPvg+7ha9MZWUlFouFsLAwW7C8Zdy4caxcuZLDhw8DNzfzfHGX+Ffh448/5uLFiy2ujjY0NJCens6hQ4cICAhg3bp1fP3rX/9K+3lUKFyKiIi0Ic7Ykd1W3XoWsqV3QVqtVpqbm7FarZw/f56KigrS0tK+0n5MJhNf//rX6dvXPtBfu3aNl19+mePHjzN8+HBWr15Nt27dvtJeHiV6aEBERERaRUBAAD4+Puzbt8/hl3V2796NxWIhODgYwzDo2rWr3c7xr8IXX0H0RStWrOD48eM8++yzrF+/XsHyHmnlUkRERFqFi4sLCxYsYO7cucTHxzNhwgR69erFiRMnyM/Px9/fn2nTprFkyRICAwO/0p3YdXV1lJWVMXXqVLv6iRMn+OMf/0jHjh0ZMWIE+/btczjX19eXwYMHf2W9/aNTuBQREZFWExwcTHZ2NtnZ2eTm5tLQ0ICXlxexsbEkJCTQuXNniouLSUlJ+Ur7KCgowNXVlcDAQLv6rWc+r1+/zurVq1s893vf+57C5R10qKursz7sJkRERNqL2tpau1+hEbkfbfnvSM9cioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIhIqzKbzaSnpxMREUFoaCiTJk1ix44dNDc3O4wtKSkhKCiIqqoqh2P19fVERkayefPmFuc5d+4cS5cu5bvf/S4jRozgu9/9Lm+88Qa1tbUtjr9w4QJBQUEUFRUB0NjYyMaNG4mKiiIkJITw8HBSUlIoLS294+f7sr4edW4PuwERERFpP6qrq0lISMBisTBx4kR69+7N/v37yczMxGw2M3/+fLvxJpOJPn364Ovra1dvbGwkNTWVmpqaFue5dOkSCQkJ1NfX89JLL+Hn50d5eTm7du2isLCQLVu24OHhYXeOYRh06dKFIUOGYLVaSUtLo7CwkPDwcGJiYrh06RI7d+4kMTGRdevWERQU5DDvl/XVHihcioiISKvZtm0bly9fZsWKFURERAAQHR1NUlISeXl5TJ48GT8/P9t4wzAICQmxu0Z5eTkLFy6kvLz8tvO89957/PWvf2X9+vWMGDHCVg8ODiY1NZVf/vKXvPrqq3bnmEwmAgMD6dixI3v37qWwsJCpU6eSlJRkGzN+/HhiYmJYu3Ytubm599xXe6Db4iIiItJqKisrARg5cqRdffTo0QCcOnXKVqutreXMmTOEhobaalu2bCEuLo7a2lpiY2NvO09hYSG+vr52wRJg1KhRdOvWjaNHj9rVr1+/TnFxsW2uw4cPAxAVFWU3ztvbm2HDhlFRUUFdXd0999UeaOVSRESkDdm9e/fDbuG2XnzxxQe+hp+fH4WFhZw9e5ZBgwbZ6rdCp6enp61mGAbu7u4MHTrUVjt58iSRkZFMnz4ds9nM9u3bW5xn06ZNNDQ0ONSvXbvGtWvXcHGxX18rKSmhoaHBFkbnzJlDdHQ0Xl5eDte4ePEigN017rav9kDhUkREpA151J/Vi4+Pp6CggGXLlpGamoqvry8HDx4kLy+PwMBAhgwZYhtrMpkYPnw4nTp1stWWLl1q+7fZbL7tPN7e3i3Wd+zYwY0bNxg+fLhd3TAM+vXrZzuvR48e9OjRw+H848ePU1paSv/+/enevfs999UeKFyKiIhIq/Hw8GDGjBksX76cWbNm2eqDBw9mzZo1dOjQAYCmpiaKioqYPXu23flfDJr3qqioiOzsbLp27cqUKVPsjplMJtut+dupqalh8eLFACQmJjqtr0eNnrkUERGRVrN161bS09Pp2bMnr732GqtWrSImJoaysjKSkpKor68H4NixY1y9etVhM8/9KigoYN68eTQ3N7N06VK7lc2qqirMZvMd56qurmbmzJmcO3eOuLi4Lw2i7ZlWLkVERKRVXLlyhaysLDw9PcnJybHdVh4zZgwDBw4kIyODnJwckpOTMZlM+Pv74+Pj88Dz/u53v2PlypV06NCB5cuXM2rUKLvjJpOJbt26MXjw4BbPLysrY968eXz66adMmTKF5OTkB+7pUaZwKSIi0oa0tIHkUVFZWYnFYiEsLMzueUWAcePGsXLlStsubcMw7HaJ36+NGzeSk5NDt27dWLVqFYGBgQ5jTCYTQUFBuLk5xqIDBw6waNEiLBYLycnJxMXFPXBPjzqFSxERkTbEGTuy26pbzyXeuHHD4ZjVaqW5uRmr1cr58+epqKggLS3tgeZ7++23+fd//3e+/vWvk5mZSd++fR3GWCwWjhw50uJcH374Ia+//jqurq68+eabhIeHP1A/7YWeuRQREZFWERAQgI+PD/v27XPYFb97924sFgvBwcEYhkHXrl3tdo7fq/fff59///d/54knniArK6vFYAlw9OhRLBaLw/swT58+TUZGBm5ubqxfv17B8h5o5VJERERahYuLCwsWLGDu3LnEx8czYcIEevXqxYkTJ8jPz8ff359p06axZMkSAgMDW7xNfTeuXbvGu+++C0BYWBhHjhxxGOPu7k5YWBiGYTBgwACHn4LcsGEDFouF0NBQampqyM/Pd7hGWFgY7u7u99Xjo0zhUkRERFpNcHAw2dnZZGdnk5ubS0NDA15eXsTGxpKQkEDnzp0pLi4mJSXlvuf4+OOPuXz5MgC//vWvWxzj4+NDWFgYhw4dYuzYsXbHmpqabL/gYxgGhmG0eI1du3YpXLagQ11dnfVhNyEiItJe1NbW2v0Kjcj9aMt/R3rmUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSREREWpXZbCY9PZ2IiAhCQ0OZNGkSO3bsoLm52WFsSUkJQUFBVFVVORyrr68nMjKSzZs3tzjPxYsXWblyJS+++CLPPvsssbGx7Ny5E6vV2uL4CxcuEBQURFFREQCNjY1s3LiRqKgoQkJCCA8PJyUlhdLS0jt+vi/r61Hn9rAbEBERkfajurqahIQELBYLEydOpHfv3uzfv5/MzEzMZjPz58+3G28ymejTpw++vr529cbGRlJTU6mpqWlxnitXrjB9+nTOnz9PdHQ0TzzxBIcOHWLVqlWUl5fz6quvOpxjGAZdunRhyJAhWK1W0tLSKCwsJDw8nJiYGC5dusTOnTtJTExk3bp1BAUFOVzjy/pqDxQuRUREpNVs27aNy5cvs2LFCiIiIgCIjo4mKSmJvLw8Jk+ejJ+fn228YRiEhITYXaO8vJyFCxdSXl5+23m2b9+O2Wy2mycqKop58+axc+dOJk+eTJ8+fezOMZlMBAYG0rFjR/bu3UthYSFTp04lKSnJNmb8+PHExMSwdu1acnNz77mv9kC3xUVERKTVVFZWAjBy5Ei7+ujRowE4deqUrVZbW8uZM2cIDQ211bZs2UJcXBy1tbXExsbedp7PP/+cp59+mvDwcLt6cHAwVquVkydP2tWvX79OcXGxba7Dhw8DNwPpF3l7ezNs2DAqKiqoq6u7577aA61cioiItCG539/2sFu4rR/smvLA1/Dz86OwsJCzZ88yaNAgW/1W6PT09LTVDMPA3d2doUOH2monT54kMjKS6dOnYzab2b59e4vzzJ49u8X6rVDZu3dvu3pJSQkNDQ2MGDECgDlz5hAdHY2Xl5fDNS5evAiAi8vf1ujutq/2QOFSRESkDTlfcu5ht/CVio+Pp6CggGXLlpGamoqvry8HDx4kLy+PwMBAhgwZYhtrMpkYPnw4nTp1stWWLl1q+7fZbL6rOa9du0ZVVRV/+MMf+P3vf8/o0aPtgi3cDLL9+vXD29sbgB49etCjRw+Hax0/fpzS0lL69+9P9+7dH6ivR5XCpYiIiLQaDw8PZsyYwfLly5k1a5atPnjwYNasWUOHDh0AaGpqoqioyGEF8otB826999577NixA4Ann3ySV155xWGMyWSy3Zq/nZqaGhYvXgxAYmLiA/f1qNIzlyIiItJqtm7dSnp6Oj179uS1115j1apVxMTEUFZWRlJSEvX19QAcO3aMq1evOmzmuR8jR47krbfeYtasWXz22WfExcVRVlZmO15VVYXZbL7jXNXV1cycOZNz584RFxf3pUG0PdPKpYiIiLSKK1eukJWVhaenJzk5ObbbymPGjGHgwIFkZGSQk5NDcnIyJpMJf39/fHx8HnjewMBAAEaNGsV3vvMdpk6dyjvvvMPGjRuBm6uW3bp1Y/DgwS2eX1ZWxrx58/j000+ZMmUKycnJD9zTo0zhUkREpA35+tAHD1NtVWVlJRaLhbCwMLvnFQHGjRvHypUrbbu0DcOw2yXuLN/85jfx9/fn448/ttVMJhNBQUG4uTnGogMHDrBo0SIsFgvJycnExcU5vadHjcKliIhIG+KMHdlt1a3nEm/cuOFwzGq10tzcjNVq5fz581RUVJCWlnZf81itVn74wx/SqVMnfvnLXzocv3r1Kp07dwbAYrFw5MiRFuf68MMPef3113F1deXNN990eK2RtEzPXIqIiEirCAgIwMfHh3379jn8gs3u3buxWCwEBwdjGAZdu3a12zl+Lzp06ICnpyelpaUUFBTYHfvP//xPzp07R1hYGABHjx7FYrHYXkF0y+nTp8nIyMDNzY3169crWN4DrVyKiIhIq3BxcWHBggXMnTuX+Ph4JkyYQK9evThx4gT5+fn4+/szbdo0lixZQmBgYIu3qe/WK6+8wv/93//x2muvERUVxRNPPMFHH33EBx98wDe+8Q1mzpwJ3Lz9PmDAADw8POzO37BhAxaLhdDQUGpqasjPz3eYIywsDHd39/vu8VGlcCkiIiKtJjg4mOzsbLKzs8nNzaWhoQEvLy9iY2NJSEigc+fOFBcXk5KS8kDzfOMb32Dr1q2899577Nmzh/r6ery9vYmNjeVHP/oR3bp1A+DQoUOMHTvW7tympiaOHj0K3AyfhmG0OMeuXbsULlvQoa6uzvqwmxAREWkvamtr7X6FRuR+tOW/Iz1zKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIq3KbDaTnp5OREQEoaGhTJo0iR07dtDc3OwwtqSkhKCgIKqqqhyO1dfXExkZyebNm+9q3oULFxIUFER1dXWLxy9cuEBQUBBFRUUANDY2snHjRqKioggJCSE8PJyUlBRKS0vvOM+99vWocXvYDYiIiEj7UV1dTUJCAhaLhYkTJ9K7d2/2799PZmYmZrOZ+fPn2403mUz06dMHX19fu3pjYyOpqanU1NTc1bx/+MMf+OMf/3jHMYZh0KVLF4YMGYLVaiUtLY3CwkLCw8OJiYnh0qVL7Ny5k8TERNatW0dQUJDDNe61r0eRwqWIiIi0mm3btnH58mVWrFhBREQEANHR0SQlJZGXl8fkyZPx8/OzjTcMg5CQELtrlJeXs3DhQsrLy+9qzurqatasWUOnTp34/PPPbzvOZDIRGBhIx44d2bt3L4WFhUydOpWkpCTbmPHjxxMTE8PatWvJzc19oL4eVbotLiIiIq2msrISgJEjR9rVR48eDcCpU6dstdraWs6cOUNoaKittmXLFuLi4qitrSU2NvZL57tx4wYZGRk88cQTjBkz5rbjrl+/TnFxsW2uw4cPAxAVFWU3ztvbm2HDhlFRUUFdXd199/Uo08qliIhIGxKxp+3eTv2vSK8Hvoafnx+FhYWcPXuWQYMG2eq3Qqenp6etZhgG7u7uDB061FY7efIkkZGRTJ8+HbPZzPbt2+8435YtW/jTn/7E1q1b+dWvfnXbcSUlJTQ0NDBixAgA5syZQ3R0NF5ejp/54sWLALi4/G2N7l77epQpXIqIiLQhRbXXH3YLX6n4+HgKCgpYtmwZqamp+Pr6cvDgQfLy8ggMDGTIkCG2sSaTieHDh9OpUydbbenSpbZ/m83mO85VWlpKVlYWr7zyCgEBAXccaxgG/fr1w9vbG4AePXrQo0cPh3HHjx+ntLSU/v3707179/vq61GncCkiIiKtxsPDgxkzZrB8+XJmzZplqw8ePJg1a9bQoUMHAJqamigqKmL27Nl2538xaN5JQ0MDGRkZfPvb32bSpElfOt5kMtluzd9OTU0NixcvBiAxMfG++moPFC5FRESk1WzdupV3332XJ598ktmzZ9OzZ0+OHTvGb37zG5KSknjnnXd47LHHOHbsGFevXnXYzHO31q5dy2effcbGjRttgfV2qqqqMJvNd5yrurqaOXPmcO7cOeLi4r40iLZnCpciIiLSKq5cuUJWVhaenp7k5OTYbiuPGTOGgQMHkpGRQU5ODsnJyZhMJvz9/fHx8bnnef7nf/6H3//+97z66qt06tTJtvHm+vWbjxzU19dTV1dnu+1tMpno1q0bgwcPbvF6ZWVlzJs3j08//ZQpU6aQnJx87x++HVG4FBERaUMCPTs+7Ba+MpWVlVgsFsLCwuyeVwQYN24cK1eutO3SNgzDbpf4vfjf//1fAFavXs3q1asdjv/whz8E/rYj3GQyERQUhJubYyw6cOAAixYtwmKxkJycTFxc3H311J4oXIqIiLQhztiR3Vbdei7xxo0bDsesVivNzc1YrVbOnz9PRUUFaWlp9zXPD3/4Q55//nmH+q9+9SsKCwtZtmwZPXv2BMBisXDkyJEW5/rwww95/fXXcXV15c033yQ8PPy++mlvFC5FRESkVQQEBODj48O+ffv40Y9+ZPean927d2OxWAgODsYwDLp27Wq3c/xe52lpd3h+fj5wc/NQ7969ATh69CgWi8X2CqJbTp8+TUZGBm5ubqxbt45vf/vb99VLe6RwKSIiIq3CxcWFBQsWMHfuXOLj45kwYQK9evXixIkT5Ofn4+/vz7Rp01iyZAmBgYEt3qZ2NsMwGDBgAB4eHnb1DRs2YLFYCA0NpaamxhZMvygsLAx3d/evvMd/NAqXIiIi0mqCg4PJzs4mOzub3NxcGhoa8PLyIjY2loSEBDp37kxxcTEpKSmt0s+hQ4cYO3asXa2pqYmjR48CN8OnYRgtnrtr1y6FyxZ0qKursz7sJkRERNqL2tpau1+hEbkfbfnvSL8tLiIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIircpsNpOenk5ERAShoaFMmjSJHTt20Nzc7DC2pKSEoKAgqqqqHI7V19cTGRnJ5s2bW5wnOzuboKCgFv9r6ZwLFy4QFBREUVERAI2NjWzcuJGoqChCQkIIDw8nJSWF0tLSO36+L+vrUef2sBsQERGR9qO6upqEhAQsFgsTJ06kd+/e7N+/n8zMTMxmM/Pnz7cbbzKZ6NOnD76+vnb1xsZGUlNTqampue1cZ86cwd3d3eGaAP369XOoGYZBly5dGDJkCFarlbS0NAoLCwkPDycmJoZLly6xc+dOEhMTWbduHUFBQQ7XuJu+HnUKlyIiItJqtm3bxuXLl1mxYgUREREAREdHk5SURF5eHpMnT8bPz8823jAMQkJC7K5RXl7OwoULKS8vv+Ncp0+fJiAggOeff/6uejOZTAQGBtKxY0f27t1LYWEhU6dOJSkpyTZm/PjxxMTEsHbtWnJzc++rr0edbouLiIhIq6msrARg5MiRdvXRo0cDcOrUKVuttraWM2fOEBoaaqtt2bKFuLg4amtriY2Nve08jY2N/OUvfyEgIOCu+rp+/TrFxcW2uQ4fPgxAVFSU3Thvb2+GDRtGRUUFdXV199xXe6CVSxERkTbEfVnSlw96SK4t/vkDX8PPz4/CwkLOnj3LoEGDbPVbodPT09NWMwwDd3d3hg4daqudPHmSyMhIpk+fjtlsZvv27S3OU15eTnNzM3379gXAYrHg6uqKm1vL0aekpISGhgZGjBgBwJw5c4iOjsbLy8th7MWLFwFwcfnbGt3d9tUeKFyKiIi0Ia7lZQ+7ha9UfHw8BQUFLFu2jNTUVHx9fTl48CB5eXkEBgYyZMgQ21iTycTw4cPp1KmTrbZ06VLbv81m823nOX36NHAz9E2aNAmz2YyLiwtDhgzhlVde4Zvf/KbdeMMw6NevH97e3gD06NGDHj16OFz3+PHjlJaW0r9/f7p3737PfbUHCpciIiLSajw8PJgxYwbLly9n1qxZtvrgwYNZs2YNHTp0AKCpqYmioiJmz55td/4Xg+ad3AqXx44dIzY2Fh8fH06dOsW2bdv4yU9+wnvvvcfTTz9tG28ymWy35m+npqaGxYsXA5CYmHhffbUHCpciIiLSarZu3cq7777Lk08+yezZs+nZsyfHjh3jN7/5DUlJSbzzzjs89thjHDt2jKtXrzps5rlb3/nOd+jatSuxsbG2FchRo0YREhJCQkICb7/9NllZWQBUVVVhNpvvOFd1dTVz5szh3LlzxMXFfWkQbc8ULkVERKRVXLlyhaysLDw9PcnJybHdVh4zZgwDBw4kIyODnJwckpOTMZlM+Pv74+Pjc19zPfvsszz77LMO9aeffppvfetbHD9+nKtXr9K1a1dMJhPdunVj8ODBLV6rrKyMefPm8emnnzJlyhSSk5Pvq6f2QuFSRESkDbnR9+kvH/QPqrKyEovFQlhYmN3zigDjxo1j5cqVtl3ahmHY7RJ3pp49e2K1Wrl27ZotXAYFBbW42efAgQMsWrQIi8VCcnIycXFxX0lPjxKFSxERkTbEGTuy26pbzyXeuHHD4ZjVaqW5uRmr1cr58+epqKggLS3tvuaxWq1MmzYNuPmKoL9XUVFB165d+ad/+icsFgtHjhxpca4PP/yQ119/HVdXV958803Cw8Pvq5/2Ru+5FBERkVYREBCAj48P+/btc/gFm927d2OxWAgODsYwDLp27Wq3c/xedOjQgccff5yysjIOHDhgd+yDDz6goqKC559/HldXV44ePYrFYrG9guiW06dPk5GRgZubG+vXr1ewvAdauRQREZFW4eLiwoIFC5g7dy7x8fFMmDCBXr16ceLECfLz8/H392fatGksWbKEwMDA276T8m68/PLLlJaWsnDhQl566SX8/Pz46KOP+OCDDwgICGDmzJnAzdvvAwYMwMPDw+78DRs2YLFYCA0Npaamhvz8fIc5wsLCcHd3v+8eH1UKlyIiItJqgoODyc7OJjs7m9zcXBoaGvDy8iI2NpaEhAQ6d+5McXExKSkpDzRPQEAAW7duZdOmTezdu5f6+no8PT2JjY1l2rRpPPbYYwAcOnSIsWPH2p3b1NTE0aNHgZvh0zCMFufYtWuXwmULOtTV1VkfdhMiIiLtRW1trd2v0Ijcj7b8d6RnLkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRUREpFWZzWbS09OJiIggNDSUSZMmsWPHDpqbmx3GlpSUEBQURFVVlcOx+vp6IiMj2bx5823n+s///E9+9KMfMWrUKP7lX/6FV199FbPZ3OLYCxcuEBQURFFREQCNjY1s3LiRqKgoQkJCCA8PJyUlhdLS0jt+vrvp61GmcCkiIiKtprq6moSEBA4ePMgLL7xASkoKXl5eZGZmsnr1aofxJpOJPn364Ovra1dvbGwkNTWVmpqa2861adMmFi9eTMeOHUlOTub73/8+RUVFJCQkUF1d7TDeMAy6dOnCkCFDsFqtpKWlkZOTw4ABA5g7dy6TJ0/m448/JjExkcOHD7c459309ahze9gNiIiISPuxbds2Ll++zIoVK4iIiAAgOjqapKQk8vLymDx5Mn5+frbxhmEQEhJid43y8nIWLlxIeXn5bef505/+RE5ODs8++yyrV6/G1dUVgKCgIGbMmMHWrVtJT0+3O8dkMhEYGEjHjh3Zu3cvhYWFTJ06laSkJNuY8ePHExMTw9q1a8nNzb3nvtoDrVyKiIhIq6msrARg5MiRdvXRo0cDcOrUKVuttraWM2fOEBoaaqtt2bKFuLg4amtriY2Nve0877//Ps3NzcybN88WLAGGDRtGYmIigwYNsht//fp1iouLbXPdWpmMioqyG+ft7c2wYcOoqKigrq7unvtqD7RyKSIi0oZcK37lYbdwW+7D1z3wNfz8/CgsLOTs2bN2Ae9W6PT09LTVDMPA3d2doUOH2monT54kMjKS6dOnYzab2b59e4vzFBcX07dvX3r37g3cDI/Nzc107tyZH//4xw7jS0pKaGhoYMSIEQDMmTOH6OhovLy8HMZevHgRABeXv63R3W1f7YHCpYiISBvSfPlPD7uFr1R8fDwFBQUsW7aM1NRUfH19OXjwIHl5eQQGBjJkyBDbWJPJxPDhw+nUqZOttnTpUtu/b7cx5/r161RVVREaGsrRo0f52c9+xkcffQTAM888wyuvvMK3vvUtu3MMw6Bfv354e3sD0KNHD3r06OFw7ePHj1NaWkr//v3p3r37PfXVXui2uIiIiLQaDw8PZsyYQU1NDbNmzeL73/8+b731FoMGDWLNmjV06NABgKamJoqKihyet/xi0LydK1eu0NzczCeffEJycjJPPfUUK1euZM6cOZjNZmbOnGkLm7eYTCaHuf5eTU0NixcvBiAxMfGe+2ovtHIpIiIirWbr1q28++67PPnkk8yePZuePXty7NgxfvOb35CUlMQ777zDY489xrFjx7h69eqXBr6WfP755wD8+c9/5uWXX2bKlCm2Y4GBgUydOpV169bxi1/8AoCqqirMZvMd56qurmbOnDmcO3eOuLg42zOi4kjhUkRERFrFlStXyMrKwtPTk5ycHNtt5TFjxjBw4EAyMjLIyckhOTkZk8mEv78/Pj4+9zyPu7s7AK6urkRHR9sd++Y3v8m3vvUtjh8/zrVr13B3d8dkMtGtWzcGDx7c4vXKysqYN28en376KVOmTCE5Ofmee2pPFC5FRETaEJfuAx92C1+ZyspKLBYLYWFhds8rAowbN46VK1fadmkbhmG3S/xePPbYY3Tt2hU3Nzc6d+7scLxXr15YrVauXr1qC5dBQUG4uTnGogMHDrBo0SIsFgvJycnExcXdV0/ticKliIhIG+KMHdlt1a3nEm/cuOFwzGq10tzcjNVq5fz581RUVJCWlnZf83To0IGnn36a4uJiampqHHZ8/+Uvf8Hd3Z2ePXtisVg4cuRIi3N9+OGHvP7667i6uvLmm28SHh5+X/20N9rQIyIiIq0iICAAHx8f9u3b5/ALNrt378ZisRAcHIxhGHTt2tVu5/i9euGFF7BarWzatMmufujQIU6ePEl4eDguLi4cPXoUi8ViewXRLadPnyYjIwM3NzfWr1+vYHkPtHIpIiIircLFxYUFCxYwd+5c4uPjmTBhAr169eLEiRPk5+fj7+/PtGnTWLJkCYGBgS3epr5b//Iv/8L+/fv5/e9/z6effsqoUaP4y1/+wm9+8xs8PT1tv7pjGAYDBgzAw8PD7vwNGzZgsVgIDQ2lpqaG/Px8hznCwsJsz3fK3yhcioiISKsJDg4mOzub7OxscnNzaWhowMvLi9jYWBISEujcuTPFxcWkpKQ88FwrVqzgP/7jP9i9ezdvv/023bp1IyIigpkzZ9rC5KFDhxg7dqzdeU1NTRw9ehS4GT4Nw2jx+rt27VK4bEGHuro668NuQkREpL2ora21+xUakfvRlv+O9MyliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiN28NuQERERNoXs9nMe++9R3FxMQ0NDfj6+vLSSy/xgx/8ABcX+3WvkpISpk+fzvvvv4+vr6/dsfr6emJiYhg/fjyJiYl2x4KCgr60j8OHD9v9+8KFC7zwwgu8++67BAYG0tjYSE5ODvv27ePcuXO4u7szePBgEhISeOaZZ2573Tv11R4oXIqIiEirqa6uJiEhAYvFwsSJE+nduzf79+8nMzMTs9nM/Pnz7cabTCb69OnjECwbGxtJTU2lpqamxXmWLl3aYr2goID8/HzGjBnjcMwwDLp06cKQIUOwWq2kpaVRWFhIeHg4MTExXLp0iZ07d5KYmMi6detaDLBf1ld7oHApIiIirWbbtm1cvnyZFStWEBERAUB0dDRJSUnk5eUxefJk/Pz8bOMNwyAkJMTuGuXl5SxcuJDy8vLbzvP888871C5cuMDbb79Nnz59WLx4scNxk8lEYGAgHTt2ZO/evRQWFjJ16lSSkpJsY8aPH09MTAxr164lNzf3nvtqDxQuRURE2pDNHyx72C3cVuL3HAPZvaqsrARg5MiRdvXRo0dTXFzMqVOnbOGytraWM2fO8PLLL9vGbdmyhU2bNtG1a1diY2PZvn37Xc+9evVqPvvsM1atWkXXrl3tjl2/fp3i4mJeeeUV4G+3zKOiouzGeXt7M2zYMP73f/+Xuro6evTo8cB9PWoULkVERNqQP9c+2qtefn5+FBYWcvbsWQYNGmSr3wqdnp6etpphGLi7uzN06FBb7eTJk0RGRjJ9+nTMZvNdh7jDhw/z//1//x/PP/88w4YNczheUlJCQ0MDI0aMAGDOnDlER0fj5eXlMPbixYsAds+H3m9fjyKFSxEREWk18fHxFBQUsGzZMlJTU/H19eXgwYPk5eURGBjIkCFDbGNNJhPDhw+nU6dOttrSpUtt/zabzXc9789//nPc3NyYOXNmi8cNw6Bfv354e3sD0KNHD9uq5BcdP36c0tJS+vfvT/fu3R+4r0eRwqWIiIi0Gg8PD2bMmMHy5cuZNWuWrT548GDWrFlDhw4dAGhqaqKoqIjZs2fbnf/FoHm3jh8/TllZGS+88AJf//rXWxxjMpkYPXr0Ha9TU1Nje1bz73eB309fjyq951JERERazdatW0lPT6dnz5689tprrFq1ipiYGMrKykhKSqK+vh6AY8eOcfXqVYfNPPfjN7/5DQBxcXEtHq+qqsJsNt9xrurqambOnMm5c+eIi4v70iDanmnlUkREpA150rPvw27hK3PlyhWysrLw9PQkJyfHdlt5zJgxDBw4kIyMDHJyckhOTsZkMuHv74+Pj88DzXn9+nUMw+Cpp57C39+/xTEmk4lu3boxePDgFo+XlZUxb948Pv30U6ZMmUJycvID9fSoU7gUERFpQ5yxI7utqqysxGKxEBYWZve8IsC4ceNYuXKlbZe2YRiEhoY+8JzFxcVcvXqV55577rZjTCYTQUFBuLk5xqIDBw6waNEiLBYLycnJt139lL/RbXERERFpFbeeS7xx44bDMavVSnNzM1arlfPnz1NRUeGUW+IlJSUAfOc732nxuMVi4ciRIy0G2Q8//JD58+fT3NzMm2++qWB5lxQuRUREpFUEBATg4+PDvn37HH7BZvfu3VgsFoKDgzEMg65du9rtHL9fH3/8Me7u7re9JX706FEsFovtFUS3nD59moyMDNzc3Fi/fj3h4eEP3Et7odviIiIi0ipcXFxYsGABc+fOJT4+ngkTJtCrVy9OnDhBfn4+/v7+TJs2jSVLlhAYGNjibep7ZTab8fb2dvjN8lsMw2DAgAF4eHjY1Tds2IDFYiE0NJSamhry8/Mdzg0LC8Pd3f2Be3zUKFyKiIhIqwkODiY7O5vs7Gxyc3NpaGjAy8uL2NhYEhIS6Ny5M8XFxaSkpDhlvkuXLtG/f//bHj906BBjx461qzU1NXH06FHgZvg0DKPFc3ft2qVw2YIOdXV11ofdhIiISHtRW1tr9ys0IvejLf8d6ZlLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLERERaVVms5n09HQiIiIIDQ1l0qRJ7Nixg+bmZoexJSUlBAUFUVVV5XCsvr6eyMhINm/e3OI8f/3rX3njjTd4/vnnCQkJ4fvf/z7vvfcen3/+eYvjL1y4QFBQEEVFRQA0NjayceNGoqKiCAkJITw8nJSUFEpLS+/4+b6sr0ed28NuQERERNqP6upqEhISsFgsTJw4kd69e7N//34yMzMxm83Mnz/fbrzJZKJPnz74+vra1RsbG0lNTaWmpqbFea5cucKPf/xjLly4wPjx4xkwYADFxcX88pe/5OOPP2b9+vUO5xiGQZcuXRgyZAhWq5W0tDQKCwsJDw8nJiaGS5cusXPnThITE1m3bh1BQUEO1/iyvtoDhUsRERFpNdu2bePy5cusWLGCiIgIAKKjo0lKSiIvL4/Jkyfj5+dnG28YBiEhIXbXKC8vZ+HChZSXl992nt27d1NdXc2sWbOIj48HICoqijfeeIPf//73HDp0iBEjRtidYzKZCAwMpGPHjuzdu5fCwkKmTp1KUlKSbcz48eOJiYlh7dq15Obm3nNf7YFui4uIiEirqaysBGDkyJF29dGjRwNw6tQpW622tpYzZ84QGhpqq23ZsoW4uDhqa2uJjY2953nCwsIc5gG4fv06xcXFtrkOHz4M3AykX+Tt7c2wYcOoqKigrq7unvtqD7RyKSIi0obs3r37YbdwWy+++OIDX8PPz4/CwkLOnj3LoEGDbPVbYdDT09NWMwwDd3d3hg4daqudPHmSyMhIpk+fjtlsZvv27S3O841vfAOAs2fP0rdvX1vdbDY7zAM3n+1saGiwrWbOmTOH6OhovLy8HK598eJFAFxc/rZGd7d9tQcKlyIiIm3Io/6sXnx8PAUFBSxbtozU1FR8fX05ePAgeXl5BAYGMmTIENtYk8nE8OHD6dSpk622dOlS279vBcWWfP/73+fDDz9k3bp1dO7cmf79+3P8+HGys7Pp27cv/+///T+78YZh0K9fP7y9vQHo0aMHPXr0cLju8ePHKS0tpX///nTv3v2e+2oPFC5FRESk1Xh4eDBjxgyWL1/OrFmzbPXBgwezZs0aOnToAEBTUxNFRUXMnj3b7vwvBs076dKlCzNnzmTRokWkpqba6n369OGdd97ha1/7mt14k8lkuzV/OzU1NSxevBiAxMTE++qrPdAzlyIiItJqtm7dSnp6Oj179uS1115j1apVxMTEUFZWRlJSEvX19QAcO3aMq1evOmzmuVv/+Z//yaxZs7Barbz88susWbOGH//4x9TW1pKYmMiFCxdsY6uqqjCbzXecq7q6mpkzZ3Lu3Dni4uK+NIi2Z1q5FBERkVZx5coVsrKy8PT0JCcnx3ZbecyYMQwcOJCMjAxycnJITk7GZDLh7++Pj4/Pfc31s5/9jM6dO5OVlWV7jdHo0aMZPnw4M2fOJDMzk5UrVwI3Vy27devG4MGDW7xWWVkZ8+bN49NPP2XKlCkkJyffV0/thcKliIhIG9LSBpJHRWVlJRaLhbCwMLvnFQHGjRvHypUrbbu0DcOw2yV+L+rq6qipqSE0NNTh/ZjDhg3jG9/4hu1F6XAzXAYFBeHm5hiLDhw4wKJFi7BYLCQnJxMXF3dfPbUnCpciIiJtiDN2ZLdVt55LvHHjhsMxq9VKc3MzVquV8+fPU1FRQVpa2n3N4+bmRocOHVr8xZ9b81utVgAsFgtHjhxpca4PP/yQ119/HVdXV958803Cw8Pvq5/2Rs9cioiISKsICAjAx8eHffv2OeyK3717NxaLheDgYAzDoGvXrnY7x+9Ft27d+Od//meKioo4ffq03bFDhw7x5z//meDgYACOHj2KxWJxeKH66dOnycjIwM3NjfXr1ytY3gOtXIqIiEircHFxYcGCBcydO5f4+HgmTJhAr169OHHiBPn5+fj7+zNt2jSWLFlCYGBgi7ep79arr75KYmIiiYmJREVF8cQTT3D69Gl27dpFr169bM9NGobBgAED8PDwsDt/w4YNWCwWQkNDqampIT8/32GOsLAw3N3d77vHR5XCpYiIiLSa4OBgsrOzyc7OJjc3l4aGBry8vIiNjSUhIYHOnTtTXFxMSkrKA83Tr18//u3f/o1f/OIX7Nmzh88++4xevXrxve99j5/85Ce2l6gfOnSIsWPH2p3b1NTE0aNHgZvh0zCMFufYtWuXwmULOtTV1VkfdhMiIiLtRW1trcOvw4jcq7b8d6RnLkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRUREpFWZzWbS09OJiIggNDSUSZMmsWPHDpqbmx3GlpSUEBQURFVVlcOx+vp6IiMj2bx5c4vznD9/noyMDJ577jlGjx7N1KlTyc/Pv21fFy5cICgoiKKiIgAaGxvZuHEjUVFRhISEEB4eTkpKCqWlpXf8fF/W16PO7WE3ICIiIu1HdXU1CQkJWCwWJk6cSO/evdm/fz+ZmZmYzWbmz59vN95kMtGnTx98fX3t6o2NjaSmplJTU9PiPOfOnWPatGlcunSJ733vezz99NMcPXqUjIwM/vSnP5GSkuJwjmEYdOnShSFDhmC1WklLS6OwsJDw8HBiYmK4dOkSO3fuJDExkXXr1hEUFORwjS/rqz1QuBQREZFWs23bNi5fvsyKFSuIiIgAIDo6mqSkJPLy8pg8eTJ+fn628YZhEBISYneN8vJyFi5cSHl5+W3nWb9+PRcvXmT+/PlMmDDBNs/Xv/51fv3rXzN69GiGDRtmd47JZCIwMJCOHTuyd+9eCgsLmTp1KklJSbYx48ePJyYmhrVr15Kbm3vPfbUHui0uIiIiraayshKAkSNH2tVHjx4NwKlTp2y12tpazpw5Q2hoqK22ZcsW4uLiqK2tJTY2tsU5rl+/jmEYPPnkk7z00kt2x6ZNmwbA+++/73BOcXGxba7Dhw8DEBUVZTfO29ubYcOGUVFRQV1d3T311V5o5VJERKQNyf3+tofdwm39YNeUB76Gn58fhYWFnD17lkGDBtnqt0Knp6enrWYYBu7u7gwdOtRWO3nyJJGRkUyfPh2z2cz27dsd5qirq8NisdCvXz86dOhgd+yxxx7jn/7pnygrK7Orl5SU0NDQwIgRIwCYM2cO0dHReHl5OVz/4sWLALi4/G2N7m76ai8ULkVERNqQ8yXnHnYLX6n4+HgKCgpYtmwZqamp+Pr6cvDgQfLy8ggMDGTIkCG2sSaTieHDh9OpUydbbenSpbZ/m83mFudwd3cH4OrVqw7Hbty4QX19PY2NjXZ1wzDo168f3t7eAPTo0YMePXo4nH/8+HFKS0vp378/3bt3v6e+2guFSxEREWk1Hh4ezJgxg+XLlzNr1ixbffDgwaxZs8a20tjU1ERRURGzZ8+2O/+LQfN2unXrRt++fTl+/Djnzp3Dx8fHdmz//v00NTU57Ew3mUy2W/O3U1NTw+LFiwFITEy8577aCz1zKSIiIq1m69atpKen07NnT1577TVWrVpFTEwMZWVlJCUlUV9fD8CxY8e4evWqw2aeu5WYmIjFYuHll1/m0KFDVFdX84c//IGf/vSndO/eHTe3v62vVVVVYTab7zhXdXU1M2fO5Ny5c8TFxX1pEG3PtHIpIiIireLKlStkZWXh6elJTk6O7bbymDFjGDhwIBkZGeTk5JCcnIzJZMLf399u1fFejBkzhkWLFrFu3TpefvllAB5//HFefvll/vjHP9rt6DaZTHTr1o3Bgwe3eK2ysjLmzZvHp59+ypQpU0hOTr6vntoLhUsRETNRVrMAAQAASURBVJE25OtD7y9M/SOorKzEYrEQFhZm97wiwLhx41i5cqVtl7ZhGHa7xO/HCy+8wHPPPcfp06dxcXGhX79+dOrUiV/84hc88cQTtnEmk4mgoCC71cxbDhw4wKJFi7BYLCQnJxMXF/dAPbUHCpciIiJtiDN2ZLdVt55LvHHjhsMxq9VKc3MzVquV8+fPU1FRQVpa2n3PZRgGly9f5vnnn+eZZ56x1c+ePcv58+f53ve+B4DFYuHIkSMtzvXhhx/y+uuv4+rqyptvvkl4ePh999Oe6JlLERERaRUBAQH4+Piwb98+h1+w2b17NxaLheDgYAzDoGvXrnY7x+/Vf/3Xf7F06VLbK47g5rssN2zYQOfOnW3vrzx69CgWi8X2CqJbTp8+TUZGBm5ubqxfv17B8h5o5VJERERahYuLCwsWLGDu3LnEx8czYcIEevXqxYkTJ8jPz8ff359p06axZMkSAgMDW7xNfbd++MMf8j//8z/MmTOHiRMn8rWvfY38/HxKS0t5/fXX8fDwAG6ucA4YMMD271s2bNiAxWIhNDSUmpqaFn+TPCwszPbaI/kbhUsRERFpNcHBwWRnZ5OdnU1ubi4NDQ14eXkRGxtLQkICnTt3pri4uMXf/r4Xffv2ZePGjWzatImtW7fS3NzMgAED2LBhA8HBwbZxhw4dYuzYsXbnNjU1cfToUeBm+DQMo8U5du3apXDZgg51dXXWh92EiIhIe1FbW2v3KzQi96Mt/x3pmUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxEREWlVZrOZ9PR0IiIiCA0NZdKkSezYsYPm5maHsSUlJQQFBVFVVQVAXV0da9as4cUXXyQkJITnnnuO9PR0PvnkE4dzGxsb2bRpExMmTODZZ58lOjqaX//619y4caPFvi5cuEBQUBBFRUW28zdu3EhUVBQhISGEh4eTkpJCaWnpHT9ffX09kZGRbN68+R6/mUeD28NuQERERNqP6upqEhISsFgsTJw4kd69e7N//34yMzMxm83Mnz/fbrzJZKJPnz74+vpisViYOXMmFRUVREZG8vTTT1NdXc3OnTspKCggKyuLvn37AtDc3Mz8+fM5dOgQL7zwAoMGDaKwsJANGzZQWVnJggULHHozDIMuXbowZMgQrFYraWlpFBYWEh4eTkxMDJcuXWLnzp0kJiaybt06goKCHK7R2NhIamoqNTU1X80X+A9A4VJERERazbZt27h8+TIrVqwgIiICgOjoaJKSksjLy2Py5Mn4+fnZxhuGQUhICAA7duygvLyc9PR0XnrpJduYsWPHMm3aNH72s5+RmZkJwH//939jMpmYNWsW8fHxALz00kv89Kc/5f3332f8+PE888wzdr2ZTCYCAwPp2LEje/fupbCwkKlTp5KUlGQbM378eGJiYli7di25ubl255eXl7Nw4ULKy8ud94X9A9JtcREREWk1lZWVAIwcOdKuPnr0aABOnTplq9XW1nLmzBlCQ0MBKCwspGPHjowfP97u3IEDBxIQEMDRo0dttQ8++ICOHTsyadIku7H/+q//CsCePXvs6tevX6e4uNg21+HDhwGIioqyG+ft7c2wYcOoqKigrq7OVt+yZQtxcXHU1tYSGxt7F9/Eo0srlyIiIm1IxJ62ezv1vyK9Hvgafn5+FBYWcvbsWQYNGmSr3wqdnp6etpphGLi7uzN06FAA3njjDS5evIirq6vdNa1WK5cuXcLF5W9rZqWlpfTt2xd3d3e7sb6+vvzTP/0TH330kV29pKSEhoYGRowYAcCcOXOIjo7Gy8vxM1+8eBHAbr6TJ08SGRnJ9OnTMZvNbN++/e6/lEeMwqWIiEgbUlR7/WG38JWKj4+noKCAZcuWkZqaiq+vLwcPHiQvL4/AwECGDBliG2symRg+fDidOnUCwMPDAw8PD4dr7t27l7/+9a+MGjUKuPnc4+XLl22h9O95eXlRXV1tVzMMg379+uHt7Q1Ajx496NGjh8O5x48fp7S0lP79+9O9e3dbfenSpbY+zWbz3X8hjyCFSxEREWk1Hh4ezJgxg+XLlzNr1ixbffDgwaxZs4YOHToA0NTURFFREbNnz77j9crLy1mzZg2urq4kJCQAcOXKFQC6dOnS4jlf+9rXuHbtml3NZDLZbs3fTk1NDYsXLwYgMTHR7titYCl65lJERERa0datW0lPT6dnz5689tprrFq1ipiYGMrKykhKSqK+vh6AY8eOcfXqVdtmnpacPHnSds68efN46qmngJu3yb/4/79ntVrtbq1XVVVhNpvvOFd1dTUzZ87k3LlzxMXFfWkQbc+0cikiIiKt4sqVK2RlZeHp6UlOTo7ttvKYMWMYOHAgGRkZ5OTkkJycjMlkwt/fHx8fnxavZRgGCxcupKGhgXnz5hEdHW07dmvFsrGxscVzGxsb6dq1q+3fJpOJbt26MXjw4BbHl5WVMW/ePD799FOmTJlCcnLyfX3+9kLhUkREpA0J9Oz4sFv4ylRWVmKxWAgLC7N7XhFg3LhxrFy50rZL2zAM287tv7dz507eeustXFxcWLZsGePGjbM73rVrV3r06HHbd03W1NTYhVaTyURQUBBubo6x6MCBAyxatAiLxUJycjJxcXH39JnbI4VLERGRNsQZO7LbqlvPJbb0CzlWq5Xm5masVivnz5+noqKCtLQ0h3E7duwgMzOT7t27s3r1aoYNG9biXIMGDaK4uJjGxka+9rWv2epVVVXU1dXZAqnFYuHIkSMtzvXhhx/y+uuv4+rqyptvvkl4ePh9fe72Rs9cioiISKsICAjAx8eHffv2Oawq7t69G4vFQnBwMIZh0LVrV7ud4wCHDh1i3bp1PP7442zatOm2wRLgX/7lX7BYLA4vOv+3f/s3ACIjIwE4evQoFovF9gqiW06fPk1GRgZubm6sX79ewfIeaOVSREREWoWLiwsLFixg7ty5xMfHM2HCBHr16sWJEyfIz8/H39+fadOmsWTJEgIDAx1uU7/99ttYrVaeffZZTp06ZffC9Vuef/55AJ577jl2797Nz3/+c6qrq3n66acpKCjgv//7v5k4cSLf/OY3gZu33wcMGODwiqMNGzZgsVgIDQ2lpqaG/Px8h7nCwsIc3qMpCpciIiLSioKDg8nOziY7O5vc3FwaGhrw8vIiNjaWhIQEOnfuTHFxMSkpKXbnnT9/3vb+yD179jj8ws4tt8Jlhw4dWLt2Lb/4xS/44x//yAcffEDv3r1JSUnhBz/4gW38oUOHGDt2rN01mpqabL/2YxgGhmG0ONeuXbsULlvQoa6uruV9+iIiIuJ0tbW1dr9CI3I/2vLfkZ65FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERkVZlNptJT08nIiKC0NBQJk2axI4dO2hubnYYW1JSQlBQEFVVVQDU1dWxZs0aXnzxRUJCQnjuuedIT0/nk08+ueOc1dXVjB49mj179tx2zIULFwgKCqKoqAiAxsZGNm7cSFRUFCEhIYSHh5OSkkJpaekd56qvrycyMpLNmzd/yTfxaHJ72A2IiIhI+1FdXU1CQgIWi4WJEyfSu3dv9u/fT2ZmJmazmfnz59uNN5lM9OnTB19fXywWCzNnzqSiooLIyEiefvppqqur2blzJwUFBWRlZdG3b1+HOS9evEhKSgrXrl27Y2+GYdClSxeGDBmC1WolLS2NwsJCwsPDiYmJ4dKlS+zcuZPExETWrVtHUFCQwzUaGxtJTU2lpqbmwb6of2AKlyIiItJqtm3bxuXLl1mxYgUREREAREdHk5SURF5eHpMnT8bPz8823jAMQkJCANixYwfl5eWkp6fz0ksv2caMHTuWadOm8bOf/YzMzEy7+UpKSli8eDEXLlz40t5MJhOBgYF07NiRvXv3UlhYyNSpU0lKSrKNGT9+PDExMaxdu5bc3Fy788vLy1m4cCHl5eX3/L08SnRbXERERFpNZWUlACNHjrSrjx49GoBTp07ZarW1tZw5c4bQ0FAACgsL6dixI+PHj7c7d+DAgQQEBHD06FG7+urVq5k+fTpWq9UujLbk+vXrFBcX2+Y6fPgwAFFRUXbjvL29GTZsGBUVFdTV1dnqW7ZsIS4ujtraWmJjY+8416NOK5ciIiJtiPuypC8f9JBcW/zzB76Gn58fhYWFnD17lkGDBtnqt0Knp6enrWYYBu7u7gwdOhSAN954g4sXL+Lq6mp3TavVyqVLl3BxsV8zO336NHFxcfzoRz9i//79vP/++7ftq6SkhIaGBkaMGAHAnDlziI6OxsvLy2HsxYsXAezmO3nyJJGRkUyfPh2z2cz27dvv6vt4FClcioiItCGu5WUPu4WvVHx8PAUFBSxbtozU1FR8fX05ePAgeXl5BAYGMmTIENtYk8nE8OHD6dSpEwAeHh54eHg4XHPv3r389a9/ZdSoUXb1d99913bulzEMg379+uHt7Q1Ajx496NGjh8O448ePU1paSv/+/enevbutvnTpUttcZrP5ruZ8VClcioiISKvx8PBgxowZLF++nFmzZtnqgwcPZs2aNXTo0AGApqYmioqKmD179h2vV15ezpo1a3B1dSUhIcHu2N0GS7gZZG/dmr+dmpoaFi9eDEBiYuJ9z/Wo0zOXIiIi0mq2bt1Keno6PXv25LXXXmPVqlXExMRQVlZGUlIS9fX1ABw7doyrV6/aNvO05OTJk7Zz5s2bx1NPPXVfPVVVVWE2m+84V3V1NTNnzuTcuXPExcV9aRBtz7RyKSIiIq3iypUrZGVl4enpSU5Oju228pgxYxg4cCAZGRnk5OSQnJyMyWTC398fHx+fFq9lGAYLFy6koaGBefPmER0dfd99mUwmunXrxuDBg1s8XlZWxrx58/j000+ZMmUKycnJ9z1Xe6BwKSIi0obc6Pv0w27hK1NZWYnFYiEsLMzueUWAcePGsXLlStsubcMwbDu3/97OnTt56623cHFxYdmyZYwbN+6B+jKZTAQFBeHm5hiLDhw4wKJFi7BYLCQnJxMXF/dAc7UHCpciIiJtiDN2ZLdVt55LvHHjhsMxq9VKc3MzVquV8+fPU1FRQVpamsO4HTt2kJmZSffu3Vm9ejXDhg17oJ4sFgtHjhxpca4PP/yQ119/HVdXV958803Cw8MfaK72Qs9cioiISKsICAjAx8eHffv2OfyCze7du7FYLAQHB2MYBl27drXbOQ5w6NAh1q1bx+OPP86mTZseOFgCHD16FIvFYnsF0S2nT58mIyMDNzc31q9fr2B5D7RyKSIiIq3CxcWFBQsWMHfuXOLj45kwYQK9evXixIkT5Ofn4+/vz7Rp01iyZAmBgYEOt6nffvttrFYrzz77LKdOnbJ74fotzz///D31ZBgGAwYMcHjF0YYNG7BYLISGhlJTU0N+fr7DuWFhYbi7u9/TfO2BwqWIiIi0muDgYLKzs8nOziY3N5eGhga8vLyIjY0lISGBzp07U1xcTEpKit1558+ft70/cs+ePezZs6fF699ruDx06BBjx461qzU1Ndl+7ccwDAzDaPHcXbt2KVy2oENdXZ31YTchIiLSXtTW1tr9Co3I/WjLf0d65lJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkRERFqV2WwmPT2diIgIQkNDmTRpEjt27KC5udlhbElJCUFBQVRVVQFQV1fHmjVrePHFFwkJCeG5554jPT2dTz75xOHcc+fOsXTpUr773e8yYsQIvvvd7/LGG29QW1vbYl8XLlwgKCiIoqIiABobG9m4cSNRUVGEhIQQHh5OSkoKpaWld/x89fX1REZGsnnz5nv8Zh4Nbg+7AREREWk/qqurSUhIwGKxMHHiRHr37s3+/fvJzMzEbDYzf/58u/Emk4k+ffrg6+uLxWJh5syZVFRUEBkZydNPP011dTU7d+6koKCArKws+vbtC8ClS5dISEigvr6el156CT8/P8rLy9m1axeFhYVs2bIFDw8Pu7kMw6BLly4MGTIEq9VKWloahYWFhIeHExMTw6VLl9i5cyeJiYmsW7eOoKAgh8/X2NhIamoqNTU1X92X2MYpXIqIiEir2bZtG5cvX2bFihVEREQAEB0dTVJSEnl5eUyePBk/Pz/beMMwCAkJAWDHjh2Ul5eTnp7OSy+9ZBszduxYpk2bxs9+9jMyMzMBeO+99/jrX//K+vXrGTFihG1scHAwqamp/PKXv+TVV1+1681kMhEYGEjHjh3Zu3cvhYWFTJ06laSkJNuY8ePHExMTw9q1a8nNzbU7v7y8nIULF1JeXu6cL+sflG6Li4iISKuprKwEYOTIkXb10aNHA3Dq1Clbrba2ljNnzhAaGgpAYWEhHTt2ZPz48XbnDhw4kICAAI4ePWqrFRYW4uvraxcsAUaNGkW3bt3sxgJcv36d4uJi21yHDx8GICoqym6ct7c3w4YNo6Kigrq6Olt9y5YtxMXFUVtbS2xs7N19GY8orVyKiIi0IdeKX3nYLdyW+/B1D3wNPz8/CgsLOXv2LIMGDbLVb4VOT09PW80wDNzd3Rk6dCgAb7zxBhcvXsTV1dXumlarlUuXLuHi8rc1s02bNtHQ0OAw/7Vr17h27ZrdWLj5bGdDQ4MtjM6ZM4fo6Gi8vLwcrnHx4kUAu2ucPHmSyMhIpk+fjtlsZvv27Xf3hTyCFC5FRETakObLf3rYLXyl4uPjKSgoYNmyZaSmpuLr68vBgwfJy8sjMDCQIUOG2MaaTCaGDx9Op06dAPDw8HB4ThJg7969/PWvf2XUqFG2mre3d4vz79ixgxs3bjB8+HC7umEY9OvXz3Zejx496NGjh8P5x48fp7S0lP79+9O9e3dbfenSpbY+zWbz3X0ZjyiFSxEREWk1Hh4ezJgxg+XLlzNr1ixbffDgwaxZs4YOHToA0NTURFFREbNnz77j9crLy1mzZg2urq4kJCTccWxRURHZ2dl07dqVKVOm2B0zmUy2W/O3U1NTw+LFiwFITEy0O3YrWIqeuRQREZFWtHXrVtLT0+nZsyevvfYaq1atIiYmhrKyMpKSkqivrwfg2LFjXL161baZpyUnT560nTNv3jyeeuqp244tKChg3rx5NDc3s3TpUruVzaqqKsxm8x3nqq6uZubMmZw7d464uLgvDaLtmVYuRUREpFVcuXKFrKwsPD09ycnJsd1WHjNmDAMHDiQjI4OcnBySk5MxmUz4+/vj4+PT4rUMw2DhwoU0NDQwb948oqOjbzvv7373O1auXEmHDh1Yvny53e1zuLlq2a1bNwYPHtzi+WVlZcybN49PP/2UKVOmkJycfJ/fQPugcCkiItKGuHQf+LBb+MpUVlZisVgICwuze14RYNy4caxcudK2S9swDNvO7b+3c+dO3nrrLVxcXFi2bBnjxo277ZwbN24kJyeHbt26sWrVKgIDAx3GmEwmgoKCcHNzjEUHDhxg0aJFWCwWkpOTiYuLu5eP3C4pXIqIiLQhztiR3Vbdei7xxo0bDsesVivNzc1YrVbOnz9PRUUFaWlpDuN27NhBZmYm3bt3Z/Xq1QwbNuy287399tv8+7//O1//+tfJzMy0vWD9iywWC0eOHGlxrg8//JDXX38dV1dX3nzzTcLDw+/l47ZbeuZSREREWkVAQAA+Pj7s27fP4Rdsdu/ejcViITg4GMMw6Nq1q93OcYBDhw6xbt06Hn/8cTZt2nTHYPn+++/z7//+7zzxxBN2v9zz944ePYrFYnF4H+bp06fJyMjAzc2N9evXK1jeA61cioiISKtwcXFhwYIFzJ07l/j4eCZMmECvXr04ceIE+fn5+Pv7M23aNJYsWUJgYKDDbeq3334bq9XKs88+y6lTp+xeuH7L888/z7Vr13j33XcBCAsL48iRIw7j3N3dCQsLwzAMBgwY4PCKow0bNmCxWAgNDaWmpob8/HyHa4SFheHu7v4gX8kjSeFSREREWk1wcDDZ2dlkZ2eTm5tLQ0MDXl5exMbGkpCQQOfOnSkuLiYlJcXuvPPnz9veH7lnzx727NnT4vWff/55Pv74Yy5fvgzAr3/96xbH+fj4EBYWxqFDhxg7dqzdsaamJtsv+BiGgWEYLV5j165dCpct6FBXV2d92E2IiIi0F7W1tXa/QiNyP9ry35GeuRQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERkVZlNptJT08nIiKC0NBQJk2axI4dO2hubnYYW1JSQlBQEFVVVQDU1dWxZs0aXnzxRUJCQnjuuedIT0/nk08+cTj34sWLrFy5khdffJFnn32W2NhYdu7cidVqbbGvCxcuEBQURFFREQCNjY1s3LiRqKgoQkJCCA8PJyUlhdLS0jt+vvr6eiIjI9m8efM9fjOPBreH3YCIiIi0H9XV1SQkJGCxWJg4cSK9e/dm//79ZGZmYjabmT9/vt14k8lEnz598PX1xWKxMHPmTCoqKoiMjOTpp5+murqanTt3UlBQQFZWFn379gXgypUrTJ8+nfPnzxMdHc0TTzzBoUOHWLVqFeXl5bz66qsOvRmGQZcuXRgyZAhWq5W0tDQKCwsJDw8nJiaGS5cusXPnThITE1m3bh1BQUEO12hsbCQ1NZWampqv5gv8B6BwKSIiIq1m27ZtXL58mRUrVhAREQFAdHQ0SUlJ5OXlMXnyZPz8/GzjDcMgJCQEgB07dlBeXk56ejovvfSSbczYsWOZNm0aP/vZz8jMzARg+/btmM1mu3mioqKYN28eO3fuZPLkyfTp08euN5PJRGBgIB07dmTv3r0UFhYydepUkpKSbGPGjx9PTEwMa9euJTc31+788vJyFi5cSHl5ufO+sH9Aui0uIiIiraayshKAkSNH2tVHjx4NwKlTp2y12tpazpw5Q2hoKACFhYV07NiR8ePH2507cOBAAgICOHr0qK32+eef8/TTTxMeHm43Njg4GKvVysmTJ+3q169fp7i42DbX4cOHgZuB9Iu8vb0ZNmwYFRUV1NXV2epbtmwhLi6O2tpaYmNj7+7LeERp5VJERKQN2fzBsofdwm0lfm/xA1/Dz8+PwsJCzp49y6BBg2z1W6HT09PTVjMMA3d3d4YOHQrAG2+8wcWLF3F1dbW7ptVq5dKlS7i4/G3NbPbs2S3OfytU9u7d265eUlJCQ0MDI0aMAGDOnDlER0fj5eXlcI2LFy8C2M138uRJIiMjmT59Omazme3bt3/JN/HoUrgUERFpQ/5c+2jfUo2Pj6egoIBly5aRmpqKr68vBw8eJC8vj8DAQIYMGWIbazKZGD58OJ06dQLAw8MDDw8Ph2vu3buXv/71r4waNarFOa9du0ZVVRV/+MMf+P3vf8/o0aPtgi3cDLL9+vXD29sbgB49etCjRw+Hax0/fpzS0lL69+9P9+7dbfWlS5fa+jSbzff0nTxqFC5FRESk1Xh4eDBjxgyWL1/OrFmzbPXBgwezZs0aOnToAEBTUxNFRUW3XYG8pby8nDVr1uDq6kpCQkKLY9577z127NgBwJNPPskrr7ziMMZkMtluzd9OTU0NixffXL1NTEy0O3YrWIqeuRQREZFWtHXrVtLT0+nZsyevvfYaq1atIiYmhrKyMpKSkqivrwfg2LFjXL161baZpyUnT560nTNv3jyeeuqpFseNHDmSt956i1mzZvHZZ58RFxdHWVmZ7XhVVRVms/mOc1VXVzNz5kzOnTtHXFzclwbR9kwrlyIiItIqrly5QlZWFp6enuTk5NhuK48ZM4aBAweSkZFBTk4OycnJmEwm/P398fHxafFahmGwcOFCGhoamDdvHtHR0bedNzAwEIBRo0bxne98h6lTp/LOO++wceNG4OaqZbdu3Rg8eHCL55eVlTFv3jw+/fRTpkyZQnJy8oN8DY88hUsREZE25EnPvg+7ha9MZWUlFouFsLAwu+cVAcaNG8fKlSttu7QNw7Dt3P57O3fu5K233sLFxYVly5Yxbty4u+7hm9/8Jv7+/nz88ce2mslkIigoCDc3x1h04MABFi1ahMViITk5mbi4uLueq71SuBQREWlDnLEju6269VzijRs3HI5ZrVaam5uxWq2cP3+eiooK0tLSHMbt2LGDzMxMunfvzurVqxk2bFiL1/rhD39Ip06d+OUvf+lw/OrVq3Tu3BkAi8XCkSNHWpzrww8/5PXXX8fV1ZU333zT4bVG0jI9cykiIiKtIiAgAB8fH/bt2+fwCza7d+/GYrEQHByMYRh07drVbuc4wKFDh1i3bh2PP/44mzZtajFYAnTo0AFPT09KS0spKCiwO/af//mfnDt3jrCwMACOHj2KxWKxvYLoltOnT5ORkYGbmxvr169XsLwHWrkUERGRVuHi4sKCBQuYO3cu8fHxTJgwgV69enHixAny8/Px9/dn2rRpLFmyhMDAQIfb1G+//TZWq5Vnn32WU6dO2b1w/Zbnn38egFdeeYX/+7//47XXXiMqKoonnniCjz76iA8++IBvfOMbzJw5E7h5+33AgAEOrzjasGEDFouF0NBQampqyM/Pd5grLCwMd3d3Z309jwyFSxEREWk1wcHBZGdnk52dTW5uLg0NDXh5eREbG0tCQgKdO3emuLiYlJQUu/POnz9ve3/knj172LNnT4vXvxUuv/GNb7B161bee+899uzZQ319Pd7e3sTGxvKjH/2Ibt26ATdXQ8eOHWt3jaamJtuv/RiGgWEYLc61a9cuhcsWdKirq7M+7CZERETai9raWrtfoRG5H23570jPXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiISKsym82kp6cTERFBaGgokyZNYseOHTQ3NzuMLSkpISgoiKqqKgDq6upYs2YNL774IiEhITz33HOkp6fzySeffOm8CxcuJCgoiOrq6haPX7hwgaCgIIqKigBobGxk48aNREVFERISQnh4OCkpKZSWlt5xnvr6eiIjI9m8efOX9vQocnvYDYiIiEj7UV1dTUJCAhaLhYkTJ9K7d2/2799PZmYmZrOZ+fPn2403mUz06dMHX19fLBYLM2fOpKKigsjISJ5++mmqq6vZuXMnBQUFZGVl0bdv3xbn/cMf/sAf//jHO/ZmGAZdunRhyJAhWK1W0tLSKCwsJDw8nJiYGC5dusTOnTtJTExk3bp1BAUFOVyjsbGR1NRUampq7v9L+gencCkiIiKtZtu2bVy+fJkVK1YQEREBQHR0NElJSeTl5TF58mT8/Pxs4w3DICQkBIAdO3ZQXl5Oeno6L730km3M2LFjmTZtGj/72c/IzMx0mLO6upo1a9bQqVMnPv/889v2ZjKZCAwMpGPHjuzdu5fCwkKmTp1KUlKSbcz48eOJiYlh7dq15Obm2p1fXl7OwoULKS8vv6/v5lGh2+IiIiLSaiorKwEYOXKkXX306NEAnDp1ylarra3lzJkzhIaGAlBYWEjHjh0ZP3683bkDBw4kICCAo0ePOsx348YNMjIyeOKJJxgzZsxt+7p+/TrFxcW2uQ4fPgxAVFSU3Thvb2+GDRtGRUUFdXV1tvqWLVuIi4ujtraW2NjYO34HjzqtXIqIiLQhu3fvftgt3NaLL774wNfw8/OjsLCQs2fPMmjQIFv9Vuj09PS01QzDwN3dnaFDhwLwxhtvcPHiRVxdXe2uabVauXTpEi4ujmtmW7Zs4U9/+hNbt27lV7/61W37KikpoaGhgREjRgAwZ84coqOj8fLychh78eJFALv5Tp48SWRkJNOnT8dsNrN9+/Yv/S4eVQqXIiIibcij/qxefHw8BQUFLFu2jNTUVHx9fTl48CB5eXkEBgYyZMgQ21iTycTw4cPp1KkTAB4eHnh4eDhcc+/evfz1r39l1KhRdvXS0lKysrJ45ZVXCAgIuGNfhmHQr18/vL29AejRowc9evRwGHf8+HFKS0vp378/3bt3t9WXLl1q69NsNt/Vd/GoUrgUERGRVuPh4cGMGTNYvnw5s2bNstUHDx7MmjVr6NChAwBNTU0UFRUxe/bsO16vvLycNWvW4OrqSkJCgq3e0NBARkYG3/72t5k0adKX9mUymWy35m+npqaGxYsXA5CYmGh37FawFIVLERERaUVbt27l3Xff5cknn2T27Nn07NmTY8eO8Zvf/IakpCTeeecdHnvsMY4dO8bVq1dtm3lacvLkSZKTk6mvr+fVV1/lqaeesh1bu3Ytn332GRs3brQF1tupqqrCbDbfca7q6mrmzJnDuXPniIuL+9Ig2p4pXIqIiEiruHLlCllZWXh6epKTk2O7rTxmzBgGDhxIRkYGOTk5JCcnYzKZ8Pf3x8fHp8VrGYbBwoULaWhoYN68eURHR9uO/c///A+///3vefXVV+nUqZNt483169eBm++hrKurs932NplMdOvWjcGDB7c4V1lZGfPmzePTTz9lypQpJCcnO+kbeTQpXIqIiLQhLW0geVRUVlZisVgICwuze14RYNy4caxcudK2S9swDNvO7b+3c+dO3nrrLVxcXFi2bBnjxo2zO/6///u/AKxevZrVq1c7nP/DH/4Q+NuOcJPJRFBQEG5ujrHowIEDLFq0CIvFQnJyMnFxcff4qdsfhUsREZE2xBk7stuqW88l3rhxw+GY1WqlubkZq9XK+fPnqaioIC0tzWHcjh07yMzMpHv37qxevZphw4Y5jPnhD3/I888/71D/1a9+RWFhIcuWLaNnz54AWCwWjhw50uJcH374Ia+//jqurq68+eabhIeH3/Nnbo8ULkVERKRVBAQE4OPjw759+/jRj35kt0q7e/duLBYLwcHBGIZB165d7XaOAxw6dIh169bx+OOP8957793213gCAgJa3B2en58P3Nw81Lt3bwCOHj2KxWKxvYLoltOnT5ORkYGbmxvr1q3j29/+9oN89HZF4VJERERahYuLCwsWLGDu3LnEx8czYcIEevXqxYkTJ8jPz8ff359p06axZMkSAgMDHW5Tv/3221itVp599llOnTpl98L1W1pasbwTwzAYMGCAwyuONmzYgMViITQ0lJqaGlsw/aKwsDDc3d3vab72QOFSREREWk1wcDDZ2dlkZ2eTm5tLQ0MDXl5exMbGkpCQQOfOnSkuLiYlJcXuvPPnz9veH7lnzx727NnT4vXvNVweOnSIsWPH2tWamppsv/ZjGAaGYbR47q5duxQuW9Chrq7O+rCbEBERaS9qa2vtfoVG5H605b8j/ba4iIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jdvDbkBERETaF7PZzHvvvUdxcTENDQ34+vry0ksv8YMf/AAXF/t1r5KSEqZPn87777+Pr68vdXV1/OIXv+DgwYPU1tbSrVs3vv3tbzN9+nT8/Pzszs3OzmbTpk0t9vDjH/+YxMREu9qFCxd44YUXePfddwkMDKSxsZGcnBz27dvHuXPncHd3Z/DgwSQkJPDMM8/c9vPV19cTExPD+PHjHeZoDxQuRUREpNVUV1eTkJCAxWJh4sSJ9O7dm/3795OZmYnZbGb+/Pl2400mE3369MHX1xeLxcLMmTOpqKggMjKSp59+murqanbu3ElBQQFZWVn07dvXdu6ZM2dwd3d3uCZAv379HGqGYdClSxeGDBmC1WolLS2NwsJCwsPDiYmJ4dKlS+zcuZPExETWrVtHUFCQwzUaGxtJTU2lpqbGCd/WPyaFSxEREWk127Zt4/Lly6xYsYKIiAgAoqOjSUpKIi8vj8mTJ9utQBqGQUhICAA7duygvLyc9PR0XnrpJduYsWPHMm3aNH72s5+RmZlpq58+fZqAgACef/75u+rNZDIRGBhIx44d2bt3L4WFhUydOpWkpCTbmPHjxxMTE8PatWvJzc21O7+8vJyFCxdSXl5+z9/Lo0TPXIqIiEirqaysBGDkyJF29dGjRwNw6tQpW622tpYzZ84QGhoKQGFhIR07dmT8+PF25w4cOJCAgACOHj1qqzU2NvKXv/yFgICAu+rr+vXrFBcX2+Y6fPgwAFFRUXbjvL29GTZsGBUVFdTV1dnqW7ZsIS4ujtraWmJjY+9qzkeVVi5FRETakNzvb3vYLdzWD3ZNeeBr+Pn5UVhY+P9j79/DqqwT/f//yUklHGQUdMw9FqJmnraaYIKK5mkqx8rToLBH2DiKaCgKlVmRWo1GpeTMODQw2uwxcyY1Hcvdzt22b66FKIL6YTAVRDSQw2ioQCwOrt8f/Lin1UJLXSIjr8d1zdX4vt+n+77443W93/f7Xpw+fZp+/foZ5Y2h08fHxygzmUy4u7szePBgAFatWsXFixdxcXGx6dNqtfL111/bvK+Zl5fH1atXjW1yi8WCi4sLrq5NR5+srCyqqqoYPnw4AE8//TTTpk2jc+fOdnUvXrwIYDPeiRMnmDRpEvPmzaOgoID33nvvhz+Uu4zCpYiISAtSnHX+Tk/htpo9ezYHDhxg5cqVxMXF0a1bN/bv38/27dvx9/dn0KBBRl2z2czQoUNp06YNAN7e3nh7e9v1+cknn/CPf/yDUaNGGWWnTp0CGkLfjBkzKCgowNnZmUGDBrF48WIeeOABmz5MJhM9e/akS5cuAHh5eeHl5WU31tGjR8nOzqZXr154enoa5StWrDDmWVBQcHMP5y6hcCkiIiLNxtvbm6ioKF555RUWLFhglA8cOJDExEScnJwAqKur49ChQyxcuPC6/eXl5ZGYmIiLiwuRkZFGeWO4PHLkCLNmzaJr166cPHmSzZs386tf/Yrf//739O3b16hvNpuNrflrKS0t5aWXXgKwOwXeGCxF4VJERESa0bvvvstvf/tbfvrTn7Jw4UI6duzIkSNH+Otf/0p0dDTr16/nRz/6EUeOHKGystI4zNOUEydOEBMTw5UrV3jmmWd48MEHjWsPP/wwHh4ezJo1y1iBHDVqFIGBgURGRvLWW2+RkpICQGFhIQUFBdcdq6ioiKeffprz588TFhb2vUG0NVO4FBERkWZRUVFBSkoKPj4+bNy40dhWHjNmDH369CEhIYGNGzcSExOD2WzG19eXrl27NtmXyWTihRdeoKqqiqVLlzJt2jSb6yNHjmTkyJF27fr27cuAAQM4evQolZWVeHh4YDabad++PQMHDmxyrJycHJYuXcqFCxcIDQ0lJibmFp/E3U3hUkREpAX5yeCmw9Td4OzZs1gsFkaPHm3zviLAxIkTWb16tXFK22QyGSe3v2vbtm288cYbODs7s3LlSiZOnHhD8+jYsSNWq5VvvvnGCJcBAQFNHvb5/PPPefHFF7FYLMTExBAWFnZDY7VGCpciIiItiCNOZLdUje8l1tfX212zWq1cvXoVq9VKcXEx+fn5xMfH29XbsmULa9euxdPTk9dff50hQ4Y02VdERATQ8Img78rPz8fDw4Mf//jHWCwWDh8+3ORYn332GcuXL8fFxYXXXnuNsWPH3ugtt0r6zqWIiIg0ix49etC1a1f27t1r9ws2O3fuxGKxMGzYMEwmEx4eHjYnxwHS0tJYt24dHTp0IDk5uclgCeDk5ESHDh3Iycnh888/t7n20UcfkZ+fz6OPPoqLiwuZmZlYLBbjE0SNTp06RUJCAq6uriQlJSlY3gCtXIqIiEizcHZ25vnnn2fJkiXMnj2bKVOm0KlTJ44dO8aePXvw9fUlIiKCl19+GX9/f7tt6rfeegur1crIkSM5efKkzQfXGzX+Gs+iRYvIzs7mhRde4KmnnuL+++/n73//Ox999BE9evRg/vz5QMP2e+/eve0+cfT2229jsVgICgqitLSUPXv22I01evRo3N3dHfV47hoKlyIiItJshg0bRmpqKqmpqWzdupWqqio6d+7MrFmziIyMpG3btmRkZBAbG2vTrri42Ph+5O7du9m9e3eT/TeGyx49evDuu++SnJzMJ598wpUrV/Dx8WHWrFlERETwox/9CGhYDR03bpxNH3V1dcav/ZhMJkwmU5NjffjhhwqXTXAqLy+33ulJiIiItBZlZWU2v0IjcjNa8t+R3rkUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQREZFmVVBQwLJlyxg/fjxBQUHMmDGDLVu2cPXqVbu6WVlZBAQEUFhYCEB5eTmJiYk88cQTBAYGMmHCBJYtW8aZM2eaHOu///u/+c///E9GjRrFz372M5555hkKCgqarFtSUkJAQACHDh0CoLq6mg0bNjB16lQCAwMZO3YssbGxZGdnX/f+rly5wqRJk3jnnXdu4KncPRQuRUREpNkUFRURGRnJ/v37+fnPf05sbCydO3dm7dq1vP7663b1zWYz3bt3p1u3blgsFubPn8+2bdvw9/cnLi6OyZMnc+DAASIiIsjLy7Npm5yczEsvvYSbmxsxMTE8+eSTHDp0iMjISIqKiuzGMplM3HPPPQwaNAir1Up8fDwbN26kd+/eLFmyhJCQEI4fP87cuXM5ePBgk/dXXV1NXFwcpaWljnlg/4Jc7/QEREREpPXYvHkzly9f5tVXX2X8+PEATJs2jejoaLZv305ISAj333+/Ud9kMhEYGAjAli1byMvLY9myZTz11FNGnXHjxhEREcFvfvMb1q5dC8CXX37Jxo0bGTlyJK+//jouLi4ABAQEEBUVxbvvvsuyZcts5mY2m/H398fNzY1PPvmE9PR0wsPDiY6ONupMnjyZmTNn8uabb7J161ab9nl5ebzwwgt2Ibe10cqliIiINJuzZ88CMGLECJvy4OBgAE6ePGmUlZWVkZubS1BQEADp6em4ubkxefJkm7Z9+vShR48eZGZmGmU7duzg6tWrLF261AiWAEOGDGHu3Ln069fPpo/a2loyMjKMsRpXJqdOnWpTr0uXLgwZMoT8/HzKy8uN8k2bNhEWFkZZWRmzZs364Q/kLqSVSxERkRZk/O6Wu5366aTOt9zH/fffT3p6OqdPn7YJeI2h08fHxygzmUy4u7szePBgAFatWsXFixdtwiKA1Wrl66+/xtn5n2tmGRkZ+Pn5ce+99wIN4fHq1au0bduWOXPm2M0rKyuLqqoqhg8fDsDTTz/NtGnT6NzZ/p4vXrwIYDPeiRMnmDRpEvPmzaOgoID33nvvxh7MXUThUkREpAU5VFZ7p6dwW82ePZsDBw6wcuVK4uLi6NatG/v372f79u34+/szaNAgo67ZbGbo0KG0adMGAG9vb7y9ve36/OSTT/jHP/7BqFGjgIYgWVhYSFBQEJmZmfzmN7/h73//OwD9+/dn8eLFDBgwwKYPk8lEz5496dKlCwBeXl54eXnZjXX06FGys7Pp1asXnp6eRvmKFSuMeV7rwFBroW1xERERaTbe3t5ERUVRWlrKggULePLJJ3njjTfo168fiYmJODk5AVBXV8ehQ4eM9y2vJS8vj8TERFxcXIiMjASgoqKCq1evcubMGWJiYnjwwQdZvXo1Tz/9NAUFBcyfP98Im43MZvP3jlVaWspLL70EwNy5c22uNQZL0cqliIiINKN3332X3/72t/z0pz9l4cKFdOzYkSNHjvDXv/6V6Oho1q9fz49+9COOHDlCZWXldQPfiRMniImJ4cqVKzzzzDM8+OCDANTU1ABw7tw5Fi1aRGhoqNHG39+f8PBw1q1bxx/+8AcACgsLKSgouO5YRUVFPP3005w/f56wsDDjHVGxp3ApIiIizaKiooKUlBR8fHzYuHGjsa08ZswY+vTpQ0JCAhs3biQmJgaz2Yyvry9du3Ztsi+TycQLL7xAVVUVS5cuZdq0acY1d3d3AFxcXGzKAR544AEGDBjA0aNH+eabb3B3d8dsNtO+fXsGDhzY5Fg5OTksXbqUCxcuEBoaSkxMjCMex11L4VJERKQF8fdxu9NTuG3Onj2LxWJh9OjRNu8rAkycOJHVq1cbp7RNJpNxcvu7tm3bxhtvvIGzszMrV65k4sSJNtd/9KMf4eHhgaurK23btrVr36lTJ6xWK5WVlUa4DAgIwNXVPhZ9/vnnvPjii1gsFmJiYggLC7vZ2281FC5FRERaEEecyG6pGt9LrK+vt7tmtVq5evUqVquV4uJi8vPziY+Pt6u3ZcsW1q5di6enJ6+//jpDhgyxq+Pk5ETfvn3JyMigtLTU7sT3V199hbu7Ox07dsRisXD48OEmx/rss89Yvnw5Li4uvPbaa4wdO/Zmb71V0YEeERERaRY9evSga9eu7N271+4XbHbu3InFYmHYsGGYTCY8PDxsTo4DpKWlsW7dOjp06EBycnKTwbLRz3/+c6xWK8nJyXZ9nDhxgrFjx+Ls7ExmZiYWi8X4BFGjU6dOkZCQgKurK0lJSQqWN0ArlyIiItIsnJ2def7551myZAmzZ89mypQpdOrUiWPHjrFnzx58fX2JiIjg5Zdfxt/f326b+q233sJqtTJy5EhOnjxp88H1Ro8++igAP/vZz9i3bx9/+9vfuHDhAqNGjeKrr77ir3/9Kz4+Psav7phMJnr37m33iaO3334bi8VCUFAQpaWl7Nmzx26s0aNHG+93yj8pXIqIiEizGTZsGKmpqaSmprJ161aqqqro3Lkzs2bNIjIykrZt25KRkUFsbKxNu+LiYuP7kbt372b37t1N9t8YLgFeffVV/vKXv7Bz507eeust2rdvz/jx45k/f74RJtPS0hg3bpxNH3V1dcav/ZhMJkwmU5NjffjhhwqXTXAqLy+33ulJiIiItBZlZWU2v0IjcjNa8t+R3rkUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdxvdMTEBERkdaloKCA3//+92RkZFBVVUW3bt146qmn+MUvfoGzs+26V1ZWFvPmzWPHjh1069aN8vJy/vCHP7B//37Kyspo3749Dz30EPPmzeP+++832gUEBHzvPA4ePGjz75KSEn7+85/z29/+Fn9/f6qrq9m4cSN79+7l/PnzuLu7M3DgQCIjI+nfv/81+71y5QozZ85k8uTJzJ0798Yezl1A4VJERESaTVFREZGRkVgsFqZPn869997Lvn37WLt2LQUFBTz33HM29c1mM927d6dbt25YLBbmz59Pfn4+kyZNom/fvhQVFbFt2zYOHDhASkoKfn5+AKxYsaLJ8Q8cOMCePXsYM2aM3TWTycQ999zDoEGDsFqtxMfHk56eztixY5k5cyZff/0127ZtY+7cuaxbt67JAFtdXU1cXBylpaUOeFr/mhQuRUREpNls3ryZy5cv8+qrrzJ+/HgApk2bRnR0NNu3byckJMRmBdJkMhEYGAjAli1byMvLY9myZTz11FNGnXHjxhEREcFvfvMb1q5dC8Cjjz5qN3ZJSQlvvfUW3bt356WXXrK7bjab8ff3x83NjU8++YT09HTCw8OJjo426kyePJmZM2fy5ptvsnXrVpv2eXl5vPDCC+Tl5d38A7oL6J1LERERaTZnz54FYMSIETblwcHBAJw8edIoKysrIzc3l6CgIADS09Nxc3Nj8uTJNm379OlDjx49yMzMvO7Yr7/+OpcuXeL555/Hw8PD5lptbS0ZGRnGWI1b5lOnTrWp16VLF4YMGUJ+fj7l5eVG+aZNmwgLC6OsrIxZs2Zddx53O61cioiItCDuK6O/v9Id8s1Lv7vlPu6//37S09M5ffo0/fr1M8obQ6ePj49RZjKZcHd3Z/DgwQCsWrWKixcv4uLiYtOn1Wrl66+/tntf89sOHjzIF198waOPPsqQIUPsrmdlZVFVVcXw4cMBePrpp5k2bRqdO3e2q3vx4kUAm/FOnDjBpEmTmDdvHgUFBbz33nvf+yzuVgqXIiIiLYhLXs6dnsJtNXv2bA4cOMDKlSuJi4ujW7du7N+/n+3bt+Pv78+gQYOMumazmaFDh9KmTRsAvL298fb2tuvzk08+4R//+AejRo265ri/+93vcHV1Zf78+U1eN5lM9OzZky5dugDg5eWFl5eXXb2jR4+SnZ1Nr1698PT0NMpXrFhhzLOgoOB7n8PdTOFSREREmo23tzdRUVG88sorLFiwwCgfOHAgiYmJODk5AVBXV8ehQ4dYuHDhdfvLy8sjMTERFxcXIiMjm6xz9OhRcnJy+PnPf85PfvKTJuuYzWZja/5aSktLjXc1v3sKvDFYit65FBERkWb07rvvsmzZMjp27Mizzz7LmjVrmDlzJjk5OURHR3PlyhUAjhw5QmVlpXGYpyknTpww2ixdupQHH3ywyXp//etfAQgLC2vyemFhIQUFBdcdq6ioiPnz53P+/HnCwsK+N4i2Zlq5FBERkWZRUVFBSkoKPj4+bNy40dhWHjNmDH369CEhIYGNGzcSExOD2WzG19eXrl27NtmXyWTihRdeoKqqiqVLlzJt2rQm69XW1mIymXjwwQfx9fVtso7ZbKZ9+/YMHDiwyes5OTksXbqUCxcuEBoaSkxMzE3cfeuhcCkiItKC1Pv1vdNTuG3Onj2LxWJh9OjRNu8rAkycOJHVq1cbp7RNJpNxcvu7tm3bxhtvvIGzszMrV65k4sSJ1xwzIyODyspKJkyYcM06ZrOZgIAAXF3tY9Hnn3/Oiy++iMViISYm5pqrn/JPCpciIiItiCNOZLdUje8l1tfX212zWq1cvXoVq9VKcXEx+fn5xMfH29XbsmULa9euxdPTk9dff73Jk9/flpWVBcDDDz/c5HWLxcLhw4ebHOuzzz5j+fLluLi48NprrzF27NjvvUfRO5ciIiLSTHr06EHXrl3Zu3ev3S/Y7Ny5E4vFwrBhwzCZTHh4eNicHAdIS0tj3bp1dOjQgeTk5O8NlgDHjx/H3d39mlvimZmZWCwW4xNEjU6dOkVCQgKurq4kJSUpWN4ArVyKiIhIs3B2dub5559nyZIlzJ49mylTptCpUyeOHTvGnj178PX1JSIigpdffhl/f3+7beq33noLq9XKyJEjOXnypM0H1xt995d5CgoK6NKlyzW/gWkymejdu7fdJ47efvttLBYLQUFBlJaWsmfPHru2o0ePxt3d/UYfw11P4VJERESazbBhw0hNTSU1NZWtW7dSVVVF586dmTVrFpGRkbRt25aMjAxiY2Nt2hUXFxvfj9y9eze7d+9usv/vhsuvv/6aXr16XXM+aWlpjBs3zqasrq7O+LUfk8mEyWRqsu2HH36ocNkEp/LycuudnoSIiEhrUVZWZvMrNCI3oyX/HemdSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxEREWlWBQUFLFu2jPHjxxMUFMSMGTPYsmULV69etaublZVFQEAAhYWFAJSXl5OYmMgTTzxBYGAgEyZMYNmyZZw5c8au7T/+8Q9WrVrFo48+SmBgIE8++SS///3vqampaXJeJSUlBAQEcOjQIQCqq6vZsGEDU6dOJTAwkLFjxxIbG0t2dvZ17+/KlStMmjSJd9555wafzN3B9U5PQERERFqPoqIiIiMjsVgsTJ8+nXvvvZd9+/axdu1aCgoKeO6552zqm81munfvTrdu3bBYLMyfP5/8/HwmTZpE3759KSoqYtu2bRw4cICUlBT8/PwAqKioYM6cOZSUlDB58mR69+5NRkYGf/zjHzl+/DhJSUl2czOZTNxzzz0MGjQIq9VKfHw86enpjB07lpkzZ/L111+zbds25s6dy7p16wgICLDro7q6mri4OEpLS2/PA/wXoHApIiIizWbz5s1cvnyZV199lfHjxwMwbdo0oqOj2b59OyEhIdx///1GfZPJRGBgIABbtmwhLy+PZcuW8dRTTxl1xo0bR0REBL/5zW9Yu3YtADt37qSoqIgFCxYwe/ZsAKZOncqqVav429/+RlpaGsOHD7eZm9lsxt/fHzc3Nz755BPS09MJDw8nOjraqDN58mRmzpzJm2++ydatW23a5+Xl8cILL5CXl+e4B/YvSNviIiIi0mzOnj0LwIgRI2zKg4ODATh58qRRVlZWRm5uLkFBQQCkp6fj5ubG5MmTbdr26dOHHj16kJmZ+b3jjB492m4cgNraWjIyMoyxDh48CDQE0m/r0qULQ4YMIT8/n/LycqN806ZNhIWFUVZWxqxZs77nKdzdtHIpIiLSgnyTsfhOT+Ga3Ieuu+U+7r//ftLT0zl9+jT9+vUzyhvDoI+Pj1FmMplwd3dn8ODBAKxatYqLFy/i4uJi06fVauXrr7/G2fmfa2b33XcfAKdPnza2yqHhfc/vjgMN73ZWVVUZq5lPP/0006ZNo3Pnznb3cPHiRQCb8U6cOMGkSZOYN28eBQUFvPfeez/0kdx1FC5FRERakKuXv7zTU7itZs+ezYEDB1i5ciVxcXF069aN/fv3s337dvz9/Rk0aJBR12w2M3ToUNq0aQOAt7c33t7edn1+8skn/OMf/2DUqFFG2ZNPPslnn33GunXraNu2Lb169eLo0aOkpqbi5+fHI488YtOHyWSiZ8+edOnSBQAvLy+8vLzsxjp69CjZ2dn06tULT09Po3zFihXGPBsDbGulcCkiIiLNxtvbm6ioKF555RUWLFhglA8cOJDExEScnJwAqKur49ChQyxcuPC6/eXl5ZGYmIiLiwuRkZFG+T333MP8+fN58cUXiYuLM8q7d+/O+vXradeunU0/ZrPZ2Jq/ltLSUl566SUA5s6da3OtMViK3rkUERGRZvTuu++ybNkyOnbsyLPPPsuaNWuYOXMmOTk5REdHc+XKFQCOHDlCZWWlcZinKSdOnDDaLF26lAcffNC49t///d8sWLAAq9XKokWLSExMZM6cOZSVlTF37lxKSkqMuoWFhRQUFFx3rKKiIubPn8/58+cJCwv73iDammnlUkRERJpFRUUFKSkp+Pj4sHHjRmNbecyYMfTp04eEhAQ2btxITEwMZrMZX19funbt2mRfJpOJF154gaqqKpYuXcq0adNsrv/mN7+hbdu2pKSk0K1bN6Dh0NDQoUOZP38+a9euZfXq1UDDqmX79u0ZOHBgk2Pl5OSwdOlSLly4QGhoKDExMY56JHclhUsREZEWxNmzz52ewm1z9uxZLBYLo0ePtnlfEWDixImsXr3aOKVtMpmMk9vftW3bNt544w2cnZ1ZuXIlEydOtLleXl5OaWkpQUFBRrBsNGTIEO677z7jQ+nQEC4DAgJwdbWPRZ9//jkvvvgiFouFmJgYwsLCbureWxOFSxERkRbEESeyW6rG9xLr6+vtrlmtVq5evYrVaqW4uJj8/Hzi4+Pt6m3ZsoW1a9fi6enJ66+/zpAhQ+zquLq64uTk1OQv/jSOb7VaAbBYLBw+fLjJsT777DOWL1+Oi4sLr732GmPHjr2h+22t9M6liIiINIsePXrQtWtX9u7da/cLNjt37sRisTBs2DBMJhMeHh42J8cB0tLSWLduHR06dCA5ObnJYAnQvn17/v3f/51Dhw5x6tQpuz7OnTvHsGHDAMjMzMRisdh9UP3UqVMkJCTg6upKUlKSguUN0MqliIiINAtnZ2eef/55lixZwuzZs5kyZQqdOnXi2LFj7NmzB19fXyIiInj55Zfx9/e326Z+6623sFqtjBw5kpMnT9p9CB3g0UcfBeCZZ55h7ty5zJ07l6lTp/Jv//ZvnDp1ig8//JBOnToZ702aTCZ69+5t94mjt99+G4vFQlBQEKWlpezZs8durNGjR+Pu7u6ox3PXULgUERGRZjNs2DBSU1NJTU1l69atVFVV0blzZ2bNmkVkZCRt27YlIyOD2NhYm3bFxcXG9yN3797N7t27m+y/MVz27NmTP/3pT/zhD39g9+7dXLp0iU6dOvH444/zq1/9yviIelpaGuPGjbPpo66uzvi1H5PJhMlkanKsDz/8UOGyCU7l5eXWOz0JERGR1qKsrMzu12FEblRL/jvSO5ciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiItKsCgoKWLZsGePHjycoKIgZM2awZcsWrl69alc3KyuLgIAACgsLASgvLycxMZEnnniCwMBAJkyYwLJlyzhz5oxd2+LiYhISEpgwYQLBwcGEh4ezZ8+ea86rpKSEgIAADh06BEB1dTUbNmxg6tSpBAYGMnbsWGJjY8nOzr7u/V25coVJkybxzjvv3MBTuXu43ukJiIiISOtRVFREZGQkFouF6dOnc++997Jv3z7Wrl1LQUEBzz33nE19s9lM9+7d6datGxaLhfnz55Ofn8+kSZPo27cvRUVFbNu2jQMHDpCSkoKfnx8A58+fJyIigq+//prHH3+cvn37kpmZSUJCAl9++SWxsbF2czOZTNxzzz0MGjQIq9VKfHw86enpjB07lpkzZ/L111+zbds25s6dy7p16wgICLDro7q6mri4OEpLS2/PA/wXoHApIiIizWbz5s1cvnyZV199lfHjxwMwbdo0oqOj2b59OyEhIdx///1GfZPJRGBgIABbtmwhLy+PZcuW8dRTTxl1xo0bR0REBL/5zW9Yu3YtAElJSVy8eJHnnnuOKVOmGOP85Cc/4c9//jPBwcEMGTLEZm5msxl/f3/c3Nz45JNPSE9PJzw8nOjoaKPO5MmTmTlzJm+++SZbt261aZ+Xl8cLL7xAXl6e4x7YvyBti4uIiEizOXv2LAAjRoywKQ8ODgbg5MmTRllZWRm5ubkEBQUBkJ6ejpubG5MnT7Zp26dPH3r06EFmZiYAtbW1mEwmfvrTn9qEUICIiAgAduzYYVNeW1tLRkaGMdbBgwcBmDp1qk29Ll26MGTIEPLz8ykvLzfKN23aRFhYGGVlZcyaNesHPo27k1YuRUREWpB3Plp5p6dwTXMff+mW+7j//vtJT0/n9OnT9OvXzyhvDJ0+Pj5Gmclkwt3dncGDBwOwatUqLl68iIuLi02fVquVr7/+GmfnhjWz8vJyLBYLPXv2xMnJyabuj370I3784x+Tk5NjU56VlUVVVRXDhw8H4Omnn2batGl07tzZ7h4uXrwIYIwHcOLECSZNmsS8efMoKCjgvffeu7EHcxdRuBQREWlBzpXd3Vuqs2fP5sCBA6xcuZK4uDi6devG/v372b59O/7+/gwaNMioazabGTp0KG3atAHA29sbb29vuz4/+eQT/vGPfzBq1CgA3N3dAaisrLSrW19fz5UrV6iurrYpN5lM9OzZky5dugDg5eWFl5eXXfujR4+SnZ1Nr1698PT0NMpXrFhhzLOgoOAGnsjdR+FSREREmo23tzdRUVG88sorLFiwwCgfOHAgiYmJxkpjXV0dhw4dYuHChdftLy8vj8TERFxcXIiMjASgffv2+Pn5cfToUc6fP0/Xrl2N+vv27aOurs7uZLrZbDa25q+ltLSUl15qWL2dO3euzbXGYCl651JERESa0bvvvsuyZcvo2LEjzz77LGvWrGHmzJnk5OQQHR3NlStXADhy5AiVlZXGYZ6mnDhxwmizdOlSHnzwQePa3LlzsVgsLFq0iLS0NIqKivj444/59a9/jaenJ66u/1xfKywspKCg4LpjFRUVMX/+fM6fP09YWNj3BtHWTCuXIiIi0iwqKipISUnBx8eHjRs3GtvKY8aMoU+fPiQkJLBx40ZiYmIwm834+vrarDp+m8lk4oUXXqCqqoqlS5cybdo0m+tjxozhxRdfZN26dSxatAiADh06sGjRIv7nf/7H5kS32Wymffv2DBw4sMmxcnJyWLp0KRcuXCA0NJSYmBhHPI67lsKliIhIC/JTH787PYXb5uzZs1gsFkaPHm3zviLAxIkTWb16tXFK22QyGSe3v2vbtm288cYbODs7s3LlSiZOnNhkvZ///OdMmDCBU6dO4ezsTM+ePWnTpg1/+MMf+Ld/+zejntlsJiAgwGY1s9Hnn3/Oiy++iMViISYmhrCwsJu9/VZD4VJERKQFccSJ7Jaq8b3E+vp6u2tWq5WrV69itVopLi4mPz+f+Ph4u3pbtmxh7dq1eHp68vrrr9t9q7KRyWTi8uXLPProo/Tv398oP336NMXFxTz++OMAWCwWDh8+3ORYn332GcuXL8fFxYXXXnuNsWPH3tR9tzZ651JERESaRY8ePejatSt79+61+wWbnTt3YrFYGDZsGCaTCQ8PD5uT4wBpaWmsW7eODh06kJycfM1gCfDpp5+yYsUK4xNH0PAty7fffpu2bdsa36/MzMzEYrEYnyBqdOrUKRISEnB1dSUpKUnB8gZo5VJERESahbOzM88//zxLlixh9uzZTJkyhU6dOnHs2DH27NmDr68vERERvPzyy/j7+9ttU7/11ltYrVZGjhzJyZMnbT643ujRRx8F4D/+4z/4v//7P55++mmmT59Ou3bt2LNnD9nZ2Sxfvtz4pJHJZKJ37952nzh6++23sVgsBAUFUVpa2uRvko8ePdr47JH8k8KliIiINJthw4aRmppKamoqW7dupaqqis6dOzNr1iwiIyNp27YtGRkZdr/9XVxcbHw/cvfu3ezevbvJ/hvDpZ+fHxs2bCA5OZl3332Xq1ev0rt3b95++22GDRtm1E9LS2PcuHE2fdTV1Rm/9mMymTCZTE2O9eGHHypcNsGpvLzceqcnISIi0lqUlZXZ/AqNyM1oyX9HeudSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJERESaVUFBAcuWLWP8+PEEBQUxY8YMtmzZwtWrV+3qZmVlERAQQGFhIQCVlZX89re/ZerUqYwcOZJp06axadMm6urq7NpWV1eTnJzMlClTjLp//vOfqa+vb3JeJSUlBAQEcOjQIaP9hg0bmDp1KoGBgYwdO5bY2Fiys7Ove39Xrlxh0qRJvPPOOzf6aO4Krnd6AiIiItJ6FBUVERkZicViYfr06dx7773s27ePtWvXUlBQwHPPPWdT32w20717d7p160ZdXR2xsbH8v//3/5g8eTIPPPAAx44d43e/+x1Hjx5l7dq1RrurV6/y3HPPkZaWxs9//nP69etHeno6b7/9NmfPnuX555+3m5vJZOKee+5h0KBBWK1W4uPjSU9PZ+zYscycOZOvv/6abdu2MXfuXNatW0dAQIBdH9XV1cTFxVFaWur4h/cvQuFSREREms3mzZu5fPkyr776KuPHjwdg2rRpREdHs337dkJCQrj//vuN+iaTicDAQAD27NnDkSNHWLhwIb/85S8BmDJlCu3bt+cvf/kLBw8eNALf//7v/2I2m1mwYAGzZ88G4KmnnuLXv/41O3bsYPLkyfTv399mbmazGX9/f9zc3Pjkk09IT08nPDyc6Ohoo87kyZOZOXMmb775Jlu3brVpn5eXxwsvvEBeXp5jH9q/GG2Li4iISLM5e/YsACNGjLApDw4OBuDkyZNGWVlZGbm5uQQFBQFQUVFBz549eeKJJ2zaDhs2DIAvv/zSKPvoo49wc3NjxowZNnUbQ+nu3bttymtra8nIyDDGOnjwIABTp061qdelSxeGDBlCfn4+5eXlRvmmTZsICwujrKyMWbNmfd9juKtp5VJERKQF2blz552ewjV9N9TdjPvvv5/09HROnz5Nv379jPLG0Onj42OUmUwm3N3dGTx4MAAzZ85k5syZdn2eOHECgK5duxpl2dnZ+Pn54e7ublO3W7du/PjHP+bvf/+7TXlWVhZVVVUMHz4cgKeffppp06bRuXNnu/EuXrwIgLPzP9foTpw4waRJk5g3bx4FBQW89957P+Bp3J0ULkVERFqQu/1dvdmzZ3PgwAFWrlxJXFwc3bp1Y//+/Wzfvh1/f38GDRpk1DWbzQwdOpQ2bdrY9WOxWDh//jz79u3jj3/8I/369WP06NFAw3uPly9fNkLpd3Xu3JmioiKbMpPJRM+ePenSpQsAXl5eeHl52bU9evQo2dnZ9OrVC09PT6N8xYoVxjwLCgpu5JHcdRQuRUREpNl4e3sTFRXFK6+8woIFC4zygQMHkpiYiJOTEwB1dXUcOnSIhQsXNtnPhx9+yJtvvgnAj3/8Y5599lnc3NyAhu1zgHvuuafJtu3ateObb76xKTObzcbW/LWUlpby0ksvATB37lyba00F4NZK71yKiIhIs3n33XdZtmwZHTt25Nlnn2XNmjXMnDmTnJwcoqOjuXLlCgBHjhyhsrLSOMzzXf379ycxMZG4uDjatGlDZGQkX3zxBQBWq9Xmv99ltVpxcXEx/l1YWEhBQcE1x4KGU+7z58/n/PnzhIWFfW8Qbc20cikiIiLNoqKigpSUFHx8fNi4caOxrTxmzBj69OlDQkICGzduJCYmBrPZjK+vr817lN/27fc1g4ODCQkJ4Y033mDkyJHGimV1dXWTbaurq/Hw8DD+bTabad++PQMHDmyyfk5ODkuXLuXChQuEhoYSExNzU/ffWihcioiItCBNHSC5W5w9exaLxcLo0aNt3lcEmDhxIqtXrzZOaZtMJuPk9vdpPMH9xRdfUF5ebrwvea33V0tLS21Cq9lsJiAgAFdX+1j0+eef8+KLL2KxWIiJiSEsLOyH3m6rpXApIiLSgjjiRHZL1fheYlO/kGO1Wrl69SpWq5Xi4mLy8/OJj4+3qRMbG8vp06fZtm2bXRCsqqrC2dnZGKNfv35kZGRQXV1Nu3btjHqFhYWUl5czceJEoOFg0OHDh+3GAvjss89Yvnw5Li4uvPbaa4wdO/bWHkAroXcuRUREpFn06NGDrl27snfvXrtVxZ07d2KxWBg2bBgmkwkPDw+bk+PQ8Kmh8+fP87e//c2mPCsri6ysLPz9/Y0t8Z/97GdYLBa7D53/6U9/AmDSpEkAZGZmYrFYjE8QNTp16hQJCQm4urqSlJSkYHkDtHIpIiIizcLZ2Znnn3+eJUuWMHv2bKZMmUKnTp04duwYe/bswdfXl4iICF5++WX8/f3tVifnzJmD2WwmMTGREydO8MADD3D69Gl27NiBl5cXzzzzjFF3woQJ7Ny5k9/97ncUFRXRt29fDhw4wP/+7/8yffp0HnjgAaBh+7137954e3vbjPX2229jsVgICgqitLSUPXv22N3P6NGj7b6jKQqXIiIi0oyGDRtGamoqqampbN26laqqKjp37sysWbOIjIykbdu2ZGRkEBsba9e2Y8eObNy4keTkZL744gt27txJp06dePzxx5kzZ47NB9idnJx48803+cMf/sD//M//8NFHH3HvvfcSGxvLL37xC6NeWloa48aNsxmnrq6OzMxMoCF8mkymJu/lww8/VLhsglN5eXnT5/RFRETE4crKymxCkMjNaMl/R3rnUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSREREmlVBQQHLli1j/PjxBAUFMWPGDLZs2cLVq1ft6mZlZREQEEBhYSEAlZWV/Pa3v2Xq1KmMHDmSadOmsWnTJurq6q47ZlFREcHBwezevfuadUpKSggICODQoUMAVFdXs2HDBqZOnUpgYCBjx44lNjaW7Ozs64515coVJk2axDvvvPN9j+Ku5HqnJyAiIiKtR1FREZGRkVgsFqZPn869997Lvn37WLt2LQUFBTz33HM29c1mM927d6dbt27U1dURGxvL//t//4/JkyfzwAMPcOzYMX73u99x9OhR1q5d2+SYFy9eJDY2lm+++ea6czOZTNxzzz0MGjQIq9VKfHw86enpjB07lpkzZ/L111+zbds25s6dy7p16wgICLDro7q6mri4OEpLS2/+If2LU7gUERGRZrN582YuX77Mq6++yvjx4wGYNm0a0dHRbN++nZCQEO6//36jvslkIjAwEIA9e/Zw5MgRFi5cyC9/+UsApkyZQvv27fnLX/7CwYMH7QJfVlYWL730EiUlJd87N7PZjL+/P25ubnzyySekp6cTHh5OdHS0UWfy5MnMnDmTN998k61bt9q0z8vL44UXXiAvL++mns3dQtviIiIi0mzOnj0LwIgRI2zKg4ODATh58qRRVlZWRm5uLkFBQQBUVFTQs2dPnnjiCZu2w4YNA+DLL7+0KX/99deZN28eVquVp5566rrzqq2tJSMjwxjr4MGDAEydOtWmXpcuXRgyZAj5+fmUl5cb5Zs2bSIsLIyysjJmzZp13bHudlq5FBERaUG2Prn5Tk/hmn7xYegt93H//feTnp7O6dOn6devn1HeGDp9fHyMMpPJhLu7O4MHDwZg5syZzJw5067PEydOANC1a1eb8lOnThEWFsZ//ud/sm/fPnbs2HHNeWVlZVFVVcXw4cMBePrpp5k2bRqdO3e2q3vx4kUAnJ3/uUZ34sQJJk2axLx58ygoKOC99967/oO4iylcioiItCDFWefv9BRuq9mzZ3PgwAFWrlxJXFwc3bp1Y//+/Wzfvh1/f38GDRpk1DWbzQwdOpQ2bdrY9WOxWDh//jz79u3jj3/8I/369WP06NE2dX7729822bYpJpOJnj170qVLFwC8vLzw8vKyq3f06FGys7Pp1asXnp6eRvmKFSuMsQoKCn7QmHcrhUsRERFpNt7e3kRFRfHKK6+wYMECo3zgwIEkJibi5OQEQF1dHYcOHWLhwoVN9vPhhx/y5ptvAvDjH/+YZ599Fjc3N5s6PzRYQkOQbdyav5bS0lJeeuklAObOnXvTY93t9M6liIiINJt3332XZcuW0bFjR5599lnWrFnDzJkzycnJITo6mitXrgBw5MgRKisrjcM839W/f38SExOJi4ujTZs2REZG8sUXX9zUnAoLCykoKLjmWNBwyn3+/PmcP3+esLCw7w2irZlWLkVERKRZVFRUkJKSgo+PDxs3bjS2lceMGUOfPn1ISEhg48aNxMTEYDab8fX1tXuPstG339cMDg4mJCSEN954g5EjR97wvMxmM+3bt2fgwIFNXs/JyWHp0qVcuHCB0NBQYmJibniM1kThUkREpAX5yeCmw9Td4OzZs1gsFkaPHm3zviLAxIkTWb16tXFK22QyGSe3v0/jCe4vvviC8vLyJt+VvB6z2UxAQACurvax6PPPP+fFF1/EYrEQExNDWFjYDfXdGilcioiItCCOOJHdUjW+l1hfX293zWq1cvXqVaxWK8XFxeTn5xMfH29TJzY2ltOnT7Nt2za7IFhVVYWzs/MNv/tosVg4fPiw3VgAn332GcuXL8fFxYXXXnuNsWPH3lDfrZXeuRQREZFm0aNHD7p27crevXvtfsFm586dWCwWhg0bhslkwsPDw+bkODR8auj8+fP87W9/synPysoiKysLf39/7rnnnhuaU2ZmJhaLxfgEUaNTp06RkJCAq6srSUlJCpY3QCuXIiIi0iycnZ15/vnnWbJkCbNnz2bKlCl06tSJY8eOsWfPHnx9fYmIiODll1/G39/fbnVyzpw5mM1mEhMTOXHiBA888ACnT59mx44deHl58cwzz9zwnEwmE71798bb29um/O2338ZisRAUFERpaSl79uyxazt69Gjc3d1veMy7ncKliIiINJthw4aRmppKamoqW7dupaqqis6dOzNr1iwiIyNp27YtGRkZxMbG2rXt2LEjGzduJDk5mS+++IKdO3fSqVMnHn/8cebMmWPzAfYfKi0tjXHjxtmU1dXVkZmZCTSET5PJ1GTbDz/8UOGyCU7l5eXWOz0JERGR1qKsrOymQpDIt7XkvyO9cykiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiLNKi8vj7i4OB555BHGjBlDVFQUJpOpybpZWVkEBARQWFhod+3KlStMmjSJd95555pj1dTUMGrUKHbt2gVAXV0dmzdvZubMmYwYMYLRo0cTFRVFWlradedcV1dHWFgYK1asuIE7bZ0ULkVERKTZ5OTkEBkZidls5rHHHmP+/Pm4ubkRGxvL+++/b1ffbDbTvXt3unXrZlNeXV1NXFwcpaWl1x3v8OHDVFdXM3z4cABWr15NUlIS3t7exMTEEBERQWlpKYsXL2b37t1N9lFfX09CQgInT568ybtuXVzv9ARERESk9VizZg1VVVUkJSUZgW/69OksX76c9evXExgYSPfu3Y36JpOJwMBAmz7y8vJ44YUXyMvL+97xzGYzvXv3xsfHh2PHjrFr1y4mTJjAK6+8YtSZOnUqoaGhrFu3jokTJ+Lm5mZcKy4uJiEhgaysrFu99VZDK5ciIiLSLEpKSjh+/Dj+/v5GsARwcnIiPDyc2tpam9XDsrIycnNzCQoKMso2bdpEWFgYZWVlzJo163vHNJvNRjg9ePAg0BAmv619+/YEBwdz+fJlTp06ZZR//PHHTJ8+nZycHMLDw2/qnlsjrVyKiIi0ION3X3+b9076dFLnW2pfUlICQK9eveyuNa5WHj9+3CgzmUy4u7szePBgo+zEiRNMmjSJefPmUVBQwHvvvXfN8b766ivOnTtnhMuQkBBGjRrFfffdZ1f34sWLALi4uBhlJ0+eJCgoiAULFuDi4sKmTZtu4G5bL4VLERGRFuRQWe2dnsJt4+7uDkBlZaXdtfLycqBhtbKR2Wxm6NChtGnTxihbsWKF8e+CgoLrjmcymfD09GTAgAFAwwpl79697eoVFhayb98+OnTogJ+fn1EeHR1tjFVUVPRDblHQtriIiIg0E19fXzw9Pdm/fz8VFRU21/bu3QuAxWIBGk5nHzp0yO59y28Hze9jMpkYNmyYzWrkd1VUVLBs2TJqamqYM2cOrq7/XHe7kbHknxQuRUREpFm4uroSERHBhQsXiImJITMzk8LCQrZu3UpqaioeHh5GuDty5AiVlZV24fKHqq6uJisr67rtL126RExMDF9++SXjxo1jxowZNzWW2NK2uIiIiDSb0NBQamtrSU1NJSoqCoAuXbqwatUq1q5di6enJ9CwJe7r60vXrl1vapyMjAxqampsDg5927lz54iNjeXs2bOMHz+eFStW4OTkdHM3JTYULkVERFoQfx+376/0Ly48PJwZM2aQm5tLu3bt8PPzo76+nuLiYvr37w80bGl/+5T4jTKbzfTp04eOHTvaXTt27BhxcXGUl5cTEhLC4sWLcXbWZq6jKFyKiIi0ILd6Irul+/TTT2nTpg3BwcEMHDjQKD9w4AC1tbU89NBDFBcXk5+fT3x8/E2P0/iR9u86evQoMTExWCwWlixZQkhIyE2PIU1TuBQREZFm88EHH5Cbm8v27dvp0KED0HCoJjk5GR8fHyZMmMBHH32Eh4cHgwYNuqkxzpw5Q1FRkd2WeFlZGfHx8VRXV7NixQp+9rOf3ertSBMULkVERKTZREZGsmjRIqKionjyySexWq3s2LGDwsJCEhMTadeuHWazGX9/f5uT2zfCZDLh5eVFv379bMpTUlIoLy+nf//+WK1W9uzZY9c2ICCATp063dS40kDhUkRERJpNQEAASUlJpKSkkJycjKurKwMGDCAhIYG+fftSW1tLRkYGsbGxNz1GWloaDz/8sN17lOnp6QBkZ2eTnZ3dZNsNGzYoXN4ip/LycuudnoSIiEhrUVZWho+Pz52ehvyLa8l/RzoaJSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIizSovL4+4uDgeeeQRxowZQ1RUFCaTqcm6WVlZBAQEUFhYCEB5eTmJiYk88cQTBAYGMmHCBJYtW8aZM2eabF9TU8OoUaPYtWsXAHV1dWzevJmZM2cyYsQIRo8eTVRUFGlpadedc11dHWFhYaxYseLmb7yVULgUERGRZpOTk0NkZCRms5nHHnuM+fPn4+bmRmxsLO+//75dfbPZTPfu3enWrRsWi4X58+ezbds2/P39iYuLY/LkyRw4cICIiAjy8vLs2h8+fJjq6mqGDx8OwOrVq0lKSsLb25uYmBgiIiIoLS1l8eLF7N69u8k519fXk5CQwMmTJx37MO5Srnd6AiIiItJ6rFmzhqqqKpKSkozAN336dJYvX8769esJDAyke/fuRn2TyURgYCAAW7ZsIS8vj2XLlvHUU08ZdcaNG0dERAS/+c1vWLt2rc14ZrOZ3r174+Pjw7Fjx9i1axcTJkzglVdeMepMnTqV0NBQ1q1bx8SJE3FzczOuFRcXk5CQQFZW1m15HncjrVyKiIhIsygpKeH48eP4+/sbwRLAycmJ8PBwamtrbVYPy8rKyM3NJSgoCID09HTc3NyYPHmyTb99+vShR48eZGZm2o1pNpuNcHrw4EGgIUx+W/v27QkODuby5cucOnXKKP/444+ZPn06OTk5hIeH39rNtyJauRQREWlB3FdG3+kpXNM3L/3ultqXlJQA0KtXL7trjauVx48fN8pMJhPu7u4MHjwYgFWrVnHx4kVcXFxs2lqtVr7++mucnW3XzL766ivOnTtnhMuQkBBGjRrFfffdZzf+xYsXAWz6PnnyJEFBQSxYsAAXFxc2bdp0o7fcKilcioiItCAueTl3egq3jbu7OwCVlZV218rLy4GG1cpGZrOZoUOH0qZNGwC8vb3x9va2a/vJJ5/wj3/8g1GjRtmUm0wmPD09GTBgANCwQtm7d2+79oWFhezbt48OHTrg5+dnlEdHRxtjFxUV3cittmraFhcREZFm4evri6enJ/v376eiosLm2t69ewGwWCxAw+nsQ4cOGauO15KXl0diYiIuLi5ERkbaXDOZTAwbNsxupfPbKioqWLZsGTU1NcyZMwdX13+uuzUGS7kxCpciIiLSLFxdXYmIiODChQvExMSQmZlJYWEhW7duJTU1FQ8PDyPcHTlyhMrKyuuGyxMnThAdHc2VK1dYunQpDz74oHGturqarKys67a/dOkSMTExfPnll4wbN44ZM2Y47mZbMW2Li4iISLMJDQ2ltraW1NRUoqKiAOjSpQurVq1i7dq1eHp6Ag1b4r6+vnTt2rXJfkwmEy+88AJVVVUsXbqUadOm2VzPyMigpqbG5uDQt507d47Y2FjOnj3L+PHjWbFiBU5OTg6809ZL4VJERKQFqffre6encNuFh4czY8YMcnNzadeuHX5+ftTX11NcXEz//v2BhvDYeEr8u7Zt28Ybb7yBs7MzK1euZOLEiXZ1zGYzffr0oWPHjnbXjh07RlxcHOXl5YSEhLB48WK7w0By8xQuRUREWpBbPZHd0n366ae0adOG4OBgBg4caJQfOHCA2tpaHnroIYqLi8nPzyc+Pt6u/ZYtW4wVztdff50hQ4Y0OU7jR9q/6+jRo8TExGCxWFiyZAkhISGOuzkBFC5FRESkGX3wwQfk5uayfft2OnToADQcqklOTsbHx4cJEybw0Ucf4eHhwaBBg2zapqWlsW7dOjp06MDvf/97m5Pd33bmzBmKiorstsTLysqIj4+nurqaFStW8LOf/ey23GNrp3ApIiIizSYyMpJFixYRFRXFk08+idVqZceOHRQWFpKYmEi7du0wm834+/vbnNwGeOutt7BarYwcOZKTJ082+XOMjz76KCaTCS8vL/r162dzLSUlhfLycvr374/VamXPnj127QMCAujUqZNjb7qVUbgUERGRZhMQEEBSUhIpKSkkJyfj6urKgAEDSEhIoG/fvtTW1pKRkUFsbKxNu+LiYgoKCgDYvXv3NX8H/NFHHyUtLY2HH37Y7j3K9PR0ALKzs8nOzm6y/YYNGxQub5FTeXm59U5PQkREpLUoKyvDx8fnTk9D/sW15L8jHY0SEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQREZFmlZeXR1xcHI888ghjxowhKioKk8nUZN2srCwCAgIoLCwEoLKykt/+9rdMnTqVkSNHMm3aNDZt2kRdXV2T7Wtqahg1ahS7du0CoK6ujs2bNzNz5kxGjBjB6NGjiYqKIi0t7bpzrqurIywsjBUrVtzCnbcOCpciIiLSbHJycoiMjMRsNvPYY48xf/583NzciI2N5f3337erbzab6d69O926daOuro7Y2Fj+/Oc/M3ToUGJjY+nfvz+/+93viI+Pb3K8w4cPU11dzfDhwwFYvXo1SUlJeHt7ExMTQ0REBKWlpSxevJjdu3c32Ud9fT0JCQmcPHnScQ/iLuZ6pycgIiIirceaNWuoqqoiKSnJCHzTp09n+fLlrF+/nsDAQLp3727UN5lMBAYGArBnzx6OHDnCwoUL+eUvfwnAlClTaN++PX/5y184ePAgAQEBNuOZzWZ69+6Nj48Px44dY9euXUyYMIFXXnnFqDN16lRCQ0NZt24dEydOxM3NzbhWXFxMQkICWVlZt+2Z3G20cikiIiLNoqSkhOPHj+Pv728ESwAnJyfCw8Opra21WT0sKysjNzeXoKAgACoqKujZsydPPPGETb/Dhg0D4Msvv7Qb02w2G+H04MGDQEOY/Lb27dsTHBzM5cuXOXXqlFH+8ccfM336dHJycggPD7+FO29dtHIpIiLSgnyTsfhOT+Ga3Ieuu6X2JSUlAPTq1cvuWuNq5fHjx40yk8mEu7s7gwcPBmDmzJnMnDnTru2JEycA6Nq1q035V199xblz54xwGRISwqhRo7jvvvvs+rh48SIALi4uRtnJkycJCgpiwYIFuLi4sGnTph98r62ZwqWIiEgLcvWy/erb3cLd3R1oOJTzXeXl5UDDamUjs9nM0KFDadOmjV19i8XC+fPn2bdvH3/84x/p168fo0ePtqljMpnw9PRkwIABQMMKZe/eve36KiwsZN++fXTo0AE/Pz+jPDo62hi7qKjoxm62FVO4FBERkWbh6+uLp6cn+/fvp6Kigvbt2xvX9u7dCzSERmg4nX3o0CEWLlzYZF8ffvghb775JgA//vGPefbZZ23elYSGcDls2DCb1cjvqqioYNmyZdTU1PD000/j6vrPaNRUqJXvp3cuRUREpFm4uroSERHBhQsXiImJITMzk8LCQrZu3UpqaioeHh5GuDty5AiVlZXGlvZ39e/fn8TEROLi4mjTpg2RkZF88cUXxvXq6mqysrKu2R7g0qVLxMTE8OWXXzJu3DhmzJjh2BtupbRyKSIiIs0mNDSU2tpaUlNTiYqKAqBLly6sWrWKtWvX4unpCTRsifv6+tq9R9moX79+xv8PDg4mJCSEN954g5EjRwKQkZFBTU2NzcGhbzt37hyxsbGcPXuW8ePHs2LFCpycnBx5q62WwqWIiEgL4uzZ505P4bYLDw9nxowZ5Obm0q5dO/z8/Kivr6e4uJj+/fsDDVvajafEv0+XLl0YMmQIX3zxBeXl5Xh5eWE2m+nTpw8dO3a0q3/s2DHi4uIoLy8nJCSExYsX4+yszVxHUbgUERFpQW71RHZL9+mnn9KmTRuCg4MZOHCgUX7gwAFqa2t56KGHKC4uJj8/3+7D6LGxsZw+fZpt27bZvBsJUFVVhbOzs/GeZONH2r/r6NGjxMTEYLFYWLJkCSEhIbfhLls3xXQRERFpNh988AErV67k0qVLRllFRQXJycn4+PgwYcIETCYTHh4eDBo0yKZt165dOX/+PH/7299syrOyssjKysLf35977rmHM2fOUFRUZLclXlZWRnx8PNXV1bz88ssKlreJVi5FRESk2URGRrJo0SKioqJ48sknsVqt7Nixg8LCQhITE2nXrh1msxl/f3+71ck5c+ZgNptJTEzkxIkTPPDAA5w+fZodO3bg5eXFM888AzRsqXt5edm8lwmQkpJCeXk5/fv3x2q1smfPHrv5BQQE0KlTp9v3AFoBhUsRERFpNgEBASQlJZGSkkJycjKurq4MGDCAhIQE+vbtS21tLRkZGcTGxtq17dixIxs3biQ5OZkvvviCnTt30qlTJx5//HHmzJmDj48PAGlpaTz88MN271Gmp6cDkJ2dTXZ2dpPz27Bhg8LlLXIqLy+33ulJiIiItBZlZWVGCBK5WS3570jvXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiISLPKy8sjLi6ORx55hDFjxhAVFYXJZGqyblZWFgEBARQWFjZ5/be//S0BAQEcPny4yes1NTWMGjWKXbt2AVBXV8fmzZuZOXMmI0aMYPTo0URFRZGWlnbdOdfV1REWFsaKFStu4E5bJ4VLERERaTY5OTlERkZiNpt57LHHmD9/Pm5ubsTGxvL+++/b1TebzXTv3p1u3brZXcvMzOS//uu/rjve4cOHqa6uZvjw4QCsXr2apKQkvL29iYmJISIigtLSUhYvXszu3bub7KO+vp6EhAROnjx5E3fc+rje6QmIiIhI67FmzRqqqqpISkoyAt/06dNZvnw569evJzAwkO7duxv1TSYTgYGBdv1cuXKFl19+GVdXV2pqaq45ntlspnfv3vj4+HDs2DF27drFhAkTeOWVV4w6U6dOJTQ0lHXr1jFx4kTc3NyMa8XFxSQkJJCVleWI228VFC5FRERakHc+Wnmnp3BNcx9/6Zbal5SUcPz4cfz9/Y1gCeDk5ER4eDh79+5l9+7dREdHA1BWVkZubi6LFi2y62vNmjVcvXqVKVOmNLni2chsNjN27FgADh48CDSEyW9r3749wcHBvP/++5w6dYq+ffsC8PHHH/PrX/8agPDwcDZt2nTzN9+KKFyKiIi0IOfK8u70FG6bkpISAHr16mV3rXG18vjx40aZyWTC3d2dwYMH29T9+OOP+fTTT1m/fj1Hjhy55nhfffUV586dM1Y+Q0JCGDVqFPfdd59d3YsXLwLg4uJilJ08eZKgoCAWLFiAi4uLwuUPpHApIiIizcLd3R2AyspKu2vl5eVAw2plI7PZzNChQ2nTpo1RVlhYSGJiIiEhIQQEBFw3XJpMJjw9PRkwYADQsELZu3dvu3qFhYXs27ePDh064OfnZ5RHR0cbYxcVFf3wG23ldKBHREREmoWvry+enp7s37+fiooKm2t79+4FwGKxAA2nsw8dOmTzvmV9fT0vv/wyXbp0MbbOr8dkMjFs2DCb1cjvqqioYNmyZdTU1DBnzhxcXf+57vbtUCs/nMKliIiINAtXV1ciIiK4cOECMTExZGZmUlhYyNatW0lNTcXDw8MId0eOHKGystImXG7cuJGcnBxWrlxJ27ZtrztWdXU1WVlZTR4GanTp0iViYmL48ssvGTduHDNmzHDMjbZy2hYXERFpQX7q4/f9lf6FhYaGUltbS2pqKlFRUQB06dKFVatWsXbtWjw9PYGGLXFfX1+6du0KQHZ2NqmpqYSGhtK5c2djG726uhpoWIEsLy/H09MTZ2dnMjIyqKmpsTk49G3nzp0jNjaWs2fPMn78eFasWIGTk9NtvvvWQeFSRESkBbnVE9n/CsLDw5kxYwa5ubm0a9cOPz8/6uvrKS4upn///kDDlnZQUJDRxmw2U19fz5/+9Cf+9Kc/2fUZHx8PwIcffsi9996L2WymT58+dOzY0a7usWPHiIuLo7y8nJCQEBYvXoyzszZzHUXhUkRERJrNp59+Sps2bQgODmbgwIFG+YEDB6itreWhhx6iuLiY/Px8IzACPP744wwaNMiuv48++og9e/awaNEievXqRadOnQCMj7R/19GjR4mJicFisbBkyRJCQkIcf5OtnMKliIiINJsPPviA3Nxctm/fTocOHYCGLe3k5GR8fHyYMGECH330ER4eHjZhslu3bk3+Sk/jafE+ffrw0EMPAXDmzBmKiorstsTLysqIj4+nurqaFStW8LOf/ez23GQrp3ApIiIizSYyMpJFixYRFRXFk08+idVqZceOHcYnhtq1a4fZbMbf39/m5PaNMJlMeHl50a9fP5vylJQUysvL6d+/P1arlT179ti1DQgIMFY/5eYoXIqIiEizCQgIICkpiZSUFJKTk3F1dWXAgAEkJCTQt29famtrycjIIDY29qbHSEtL4+GHH7Z7jzI9PR1oOByUnZ3dZNsNGzYoXN4ip/LycuudnoSIiEhrUVZWho+Pz52ehvyLa8l/RzoaJSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIs0qLy+PuLg4HnnkEcaMGUNUVBQmk6nJullZWQQEBFBYWAjAnj17CAgIaPJ/K1assGtfU1PDqFGj2LVrFwB1dXVs3ryZmTNnMmLECEaPHk1UVBRpaWnXnXNdXR1hYWFNjiG2XO/0BERERKT1yMnJITo6mpqaGqZMmUL37t354osviI2NZcmSJYSEhNjUN5vNdO/enW7dugFw6tQpAJ5//nnatm1rU7exzrcdPnyY6upqhg8fDsDq1avZtWsXw4YN46mnnuKbb75h586dLF68mBdffJFJkybZ9VFfX09CQgInT56kV69eDnkOdzOFSxEREWk2a9asoaqqiqSkJCPwTZ8+neXLl7N+/XoCAwPp3r27Ud9kMhEYGGj8+9SpU3Ts2JEnn3zyB41nNpvp3bs3Pj4+HDt2jF27djFhwgReeeUVo87UqVMJDQ1l3bp1TJw4ETc3N+NacXExCQkJZGVl3eKdtx7aFhcREZFmUVJSwvHjx/H39zeCJYCTkxPh4eHU1taye/duo7ysrIzc3FyCgoKMstzcXHr06PGDxzSbzUY4PXjwINAQJr+tffv2BAcHc/nyZWNlFODjjz9m+vTp5OTkEB4efkP32ppp5VJERKQF2blz552ewjU98cQTt9S+pKQEoMmt5cbVyuPHjxtlJpMJd3d3Bg8eDMDFixe5cOEC48aNA6C2thar1UqbNm2aHO+rr77i3LlzRrgMCQlh1KhR3HfffXZ1L168CICLi4tRdvLkSYKCgliwYAEuLi5s2rTpRm+5VVK4FBERaUFKS0vv9BRuG3d3dwAqKyvtrpWXlwMNq5WNzGYzQ4cONcJj46picXExv/zlLzl16hRXr17lwQcfZMGCBfj7+9v0aTKZ8PT0ZMCAAUDDCmXv3r3txi4sLGTfvn106NABPz8/ozw6OtoYu6io6GZvu9XRtriIiIg0C19fXzw9Pdm/fz8VFRU21/bu3QuAxWIBGk5nHzp0yOZ9y9zcXACOHj3K2LFjef3114mJiaG4uJiYmBi++OILmz5NJhPDhg2zWY38roqKCpYtW0ZNTQ1z5szB1fWf627XWhGV61O4FBERkWbh6upKREQEFy5cICYmhszMTAoLC9m6dSupqal4eHgY4e7IkSNUVlbahMu+ffsSERFBamoqs2fPZuTIkYSGhrJx40batm3LmjVruHr1KgDV1dVkZWXZtP+uS5cuERMTw5dffsm4ceOYMWPG7X0ArYS2xUVERKTZhIaGUltbS2pqKlFRUQB06dKFVatWsXbtWjw9PYGGLXFfX1+6du1qtB08eLDx/uW3de3aleDgYPbs2UN+fj5+fn5kZGRQU1Njc3Do286dO0dsbCxnz55l/PjxrFixAicnp9twx62PwqWIiEgL0rlz5zs9hdsuPDycGTNmkJubS7t27fDz86O+vp7i4mL69+8PNGxpf/uU+Pfp1KkT8M/3Oc1mM3369KFjx452dY8dO0ZcXBzl5eWEhISwePFinJ21mesoCpciIiItyK2eyG7pPv30U9q0aUNwcDADBw40yg8cOEBtbS0PPfQQxcXF5OfnEx8fb9M2Li6O06dP895779GuXTuba/n5+QD827/9G9AQLh977DG78Y8ePUpMTAwWi6XJj7bLrVNMFxERkWbzwQcfsHLlSi5dumSUVVRUkJycjI+PDxMmTMBkMuHh4cGgQYNs2np7e/PVV1/x4Ycf2pQfPnwYs9lMUFAQHTt25MyZMxQVFdltiZeVlREfH091dTUvv/yyguVtopVLERERaTaRkZEsWrSIqKgonnzySaxWKzt27KCwsJDExETatWuH2WzG39/f5uQ2wK9+9SvMZjNJSUmcOnWKfv36kZ+fz/bt2/Hx8TFWOk0mE15eXvTr18+mfUpKCuXl5fTv3x+r1cqePXvs5hcQEGBsscvNUbgUERGRZhMQEEBSUhIpKSkkJyfj6urKgAEDSEhIoG/fvtTW1pKRkUFsbKxd206dOrFx40beeecdTCYTH3/8MR07duTxxx/nV7/6FT4+PgCkpaXx8MMP271HmZ6eDkB2djbZ2dlNzm/Dhg0Kl7fIqby83HqnJyEiItJalJWVGSFI5Ga15L8jvXMpIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiLNKi8vj7i4OB555BHGjBlDVFQUJpOpybpZWVkEBARQWFholKWlpTF//nzGjBnDuHHjePrpp/n73//eZPuamhpGjRrFrl27AKirq2Pz5s3MnDmTESNGMHr0aKKiokhLS7vunOvq6ggLC2PFihU3edeth8KliIiINJucnBwiIyMxm8089thjzJ8/Hzc3N2JjY3n//fft6pvNZrp37063bt0A2LlzJ4sXL+bSpUtERUURFhbGqVOnmDdvHjk5OXbtDx8+THV1NcOHDwdg9erVJCUl4e3tTUxMDBEREZSWlrJ48WJ2797d5Jzr6+tJSEjg5MmTDnwSdy/XOz0BERERaT3WrFlDVVUVSUlJRuCbPn06y5cvZ/369QQGBtK9e3ejvslkIjAwEIDS0lLefPNN+vTpQ3JyMu3atQNg7Nix/OIXv+D3v/89b7/9ts14ZrOZ3r174+Pjw7Fjx9i1axcTJkzglVdeMepMnTqV0NBQ1q1bx8SJE3FzczOuFRcXk5CQQFZW1m17JncbrVyKiIhIsygpKeH48eP4+/sbwRLAycmJ8PBwamtrbVYPy8rKyM3NJSgoCICPP/6Y6upqFi1aZARLgJ/+9KcsWrSIYcOG2Y1pNpuNcHrw4EGgIUx+W/v27QkODuby5cucOnXKKP/444+ZPn06OTk5hIeH3/oDaCW0cikiItKCbH1y852ewjX94sPQW2pfUlICQK9eveyuNa5WHj9+3CgzmUy4u7szePBgADIyMmjfvj3//u//DjS8B1lXV0e7du34xS9+YdfnV199xblz54xwGRISwqhRo7jvvvvs6l68eBEAFxcXo+zkyZMEBQWxYMECXFxc2LRp083cdqujcCkiItKCFGedv9NTuG3c3d0BqKystLtWXl4ONKxWNjKbzQwdOpQ2bdoAcObMGX7yk59w+vRp3n77bTIyMqivr8fPz4+FCxcaK5yNTCYTnp6eDBgwAGhYoezdu7fd2IWFhezbt48OHTrg5+dnlEdHRxtjFxUV3cKdty7aFhcREZFm4evri6enJ/v376eiosLm2t69ewGwWCxAw6rkoUOHjFVHgMuXL3P58mXmzp2Ll5cXr7zyCs888wyVlZUsXbqUffv22fRpMpkYNmyYzWrkd1VUVLBs2TJqamqYM2cOrq7/XHdrDJZyYxQuRUREpFm4uroSERHBhQsXiImJITMzk8LCQrZu3UpqaioeHh5GuDty5AiVlZU24bK2tpbS0lIef/xxVq1axdixY5k2bRopKSm4u7vz5ptvYrVaAaiuriYrK8um/XddunSJmJgYvvzyS8aNG8eMGTNu7wNoJRQuRUREpNmEhoYSHR3NqVOniIqK4qmnnuLPf/4zq1atomPHjnh6egINW+K+vr507drVaNt4iOe771d27tyZUaNGUVJSwpkzZ4CG9zNrampsDg5927lz54iMjCQ7O5vx48ezcuVKnJycbsMdtz5651JERKQF+cngrt9f6V9ceHg4M2bMIDc3l3bt2uHn50d9fT3FxcX0798faNjS/u47lF26dOH06dN06tTJrs/GssbtdrPZTJ8+fejYsaNd3WPHjhEXF0d5eTkhISEsXrwYZ2ettzmKwqWIiEgLcqsnslu6Tz/9lDZt2hAcHMzAgQON8gMHDlBbW8tDDz1EcXEx+fn5xMfH27Tt378/p0+fJjc316YtNJwMB4yVzsaPtH/X0aNHiYmJwWKxsGTJEkJCQhx9i62eYrqIiIg0mw8++ICVK1dy6dIlo6yiooLk5GR8fHyYMGECJpMJDw8PBg0aZNP25z//OQB/+MMfqK+vN8rz8vLYv38/Dz30EN7e3pw5c4aioiK7LfGysjLi4+Oprq7m5ZdfVrC8TbRyKSIiIs0mMjKSRYsWERUVxZNPPonVamXHjh0UFhaSmJhIu3btMJvN+Pv725zcBvj3f/93QkND2bx5M3PnzuXRRx/l4sWLbN26lbZt2xIXFwc0bKl7eXnRr18/m/YpKSmUl5fTv39/rFYre/bssZtfQEBAk9vu8sMpXIqIiEizCQgIICkpiZSUFJKTk3F1dWXAgAEkJCTQt29famtrycjIIDY2tsn2ixYtomfPnvzlL38hKSmJdu3a4e/vT1RUFPfffz8AaWlpPPzww3bvUaanpwOQnZ1NdnZ2k/1v2LBB4fIWOZWXl1vv9CRERERai7KyMnx8fO70NORfXEv+O9I7lyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMK53egIiIiLSuuTl5bFhwwYyMzOxWq088MAD/Md//AdBQUF2dbOyspg3bx47duwgOjqa8+fPX7fvDz/8kHvvvdf4d01NDePGjSMuLo7JkydTV1fH1q1b2b17N+fOncPV1ZU+ffowe/Zshg8ffs1+6+rqCA8Pp1evXiQkJNz8zbcCCpciIiLSbHJycoiOjqampoYpU6bQvXt3vvjiC2JjY1myZAkhISE29c1mM927d6dbt27ExsbyzTff2PV5/Phx3n//ffr370/nzp1trh0+fJjq6mojOK5evZpdu3YxbNgwnnrqKb755ht27tzJ4sWLefHFF5k0aZJd//X19SQkJHDy5El69erlwKdxd1K4FBERkWazZs0aqqqqSEpKMgLf9OnTWb58OevXrycwMJDu3bsb9U0mE4GBgQCMHj3arr/KykpSUlLw8vLi17/+Na6uttHGbDbTu3dvfHx8OHbsGLt27WLChAm88sorRp2pU6cSGhrKunXrmDhxIm5ubsa14uJiEhISyMrKcuRjuKvpnUsRERFpFiUlJRw/fhx/f3+bLWgnJyfCw8Opra1l9+7dRnlZWRm5ublNbpc32rBhA+fOnWPx4sV06dLF7rrZbDbC6cGDB4GGMPlt7du3Jzg4mMuXL3Pq1Cmj/OOPP2b69Onk5OQQHh5+U/fcGmnlUkREpAUZv7v0Tk/hmj6d1Pn7K11HSUkJQJNby42rlcePHzfKTCYT7u7uDB48uMn+8vPz2bZtG4MGDeKxxx6zu/7VV19x7tw5I1yGhIQwatQo7rvvPru6Fy9eBMDFxcUoO3nyJEFBQSxYsAAXFxc2bdr0A++0dVO4FBERaUEOldXe6SncNu7u7kDDVvZ3lZeXAw2rlY3MZjNDhw6lTZs2Tfb3zjvvUF9fz8KFC5u8bjKZ8PT0ZMCAAUDDCmXv3r3t6hUWFrJv3z46dOiAn5+fUR4dHW2MXVRU9APuUEDb4iIiItJMfH198fT0ZP/+/VRUVNhc27t3LwAWiwVoOJ196NAhY9Xxu86fP8++fft46KGHGDhwYJN1TCYTw4YNs1mN/K6KigqWLVtGTU0Nc+bMsXln81qhVq5P4VJERESahaurKxEREVy4cIGYmBgyMzMpLCxk69atpKam4uHhYYS7I0eOUFlZec1wuWPHDurr6/nlL3/Z5PXq6mqysrKu2R7g0qVLxMTE8OWXXzJu3DhmzJhx6zcp2hYXERGR5hMaGkptbS2pqalERUUB0KVLF1atWsXatWvx9PQEGrbEfX196dq1a5P9fPbZZ3Ts2JGAgIAmr2dkZFBTU3PNb1eeO3eO2NhYzp49y/jx41mxYgVOTk4OuENRuBQREWlB/H3cvr/Sv7jw8HBmzJhBbm4u7dq1w8/Pj/r6eoqLi+nfvz/QsKV9rVPiZ86c4ezZs8yYMeOaW95ms5k+ffrQsWNHu2vHjh0jLi6O8vJyQkJCWLx4Mc7O2sx1FIVLERGRFuRWT2S3dJ9++ilt2rQhODjY5l3JAwcOUFtby0MPPURxcTH5+fnEx8c32UfjNycffvjha45jNpubPEF+9OhRYmJisFgsTX60XW6dwqWIiIg0mw8++IDc3Fy2b99Ohw4dgIZDNcnJyfj4+DBhwgQ++ugjPDw8GDRoUJN9NH6u6MEHH2zy+pkzZygqKrLbEi8rKyM+Pp7q6mpWrFjBz372M8fdmBgULkVERKTZREZGsmjRIqKionjyySexWq3s2LGDwsJCEhMTadeuHWazGX9/f7tf22lUUFBA27Zt6dSpU5PXTSYTXl5e9OvXz6Y8JSWF8vJy+vfvj9VqZc+ePXZtAwICrtmv/DAKlyIiItJsAgICSEpKIiUlheTkZFxdXRkwYAAJCQn07duX2tpaMjIyiI2NvWYf5eXltG/f/prX09LSePjhh+3eo0xPTwcgOzub7OzsJttu2LBB4fIWOZWXl1vv9CRERERai7KyMnx8fO70NORfXEv+O9LRKBERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxEREWlWeXl5xMXF8cgjjzBmzBiioqIwmUxN1s3KyiIgIIDCwkIAKisreeutt5g8eTKBgYFMmjSJxMREKioqmmxfU1PDqFGj2LVrFwB1dXVs3ryZmTNnMmLECEaPHk1UVBRpaWnXnXNdXR1hYWGsWLHiFu68dVC4FBERkWaTk5NDZGQkZrOZxx57jPnz5+Pm5kZsbCzvv/++XX2z2Uz37t3p1q0bdXV1LFy4kPfff5+BAwcSFxfH8OHD2bZtG1FRUVgsFrv2hw8fprq6muHDhwOwevVqkpKS8Pb2JiYmhoiICEpLS1m8eDG7d+9ucs719fUkJCRw8uRJxz6Mu5TrnZ6AiIiItB5r1qyhqqqKpKQkI/BNnz6d5cuXs379egIDA+nevbtR32QyERgYCMD/9//9f/z9739nypQpPPfcc0adLl268M477/DRRx8xZcoUm/HMZjO9e/fGx8eHY8eOsWvXLiZMmMArr7xi1Jk6dSqhoaGsW7eOiRMn4ubmZlwrLi4mISGBrKys2/I87kZauRQREZFmUVJSwvHjx/H39zeCJYCTkxPh4eHU1tbarB6WlZWRm5tLUFAQAGfPngVgxIgRNv2OHj0agBMnTtiNaTabjXB68OBBoCFMflv79u0JDg7m8uXLnDp1yij/+OOPmT59Ojk5OYSHh9/kXbc+WrkUERFpQdxXRt/pKVzTNy/97pbal5SUANCrVy+7a42rlcePHzfKTCYT7u7uDB48GID77rsPgNOnT9sEzIKCAgA6d+5s0+dXX33FuXPnjHAZEhLCqFGjjH6+7eLFiwC4uLgYZSdPniQoKIgFCxbg4uLCpk2bbuyGWymFSxERkRbEJS/nTk/htnF3dwcaDuV8V3l5OdCwWtnIbDYzdOhQ2rRpA8CoUaMIDg5m48aNeHt7M3jwYHJzc3nrrbfo3LkzTzzxhE2fJpMJT09PBgwYADSsUPbu3dtu7MLCQvbt20eHDh3w8/MzyqOjo42xi4qKbuHOWxeFSxEREWkWvr6+eHp6sn//fioqKmjfvr1xbe/evQDGoZy6ujoOHTrEwoULjTouLi786le/4uzZs7z88stGeceOHdmwYQPe3t4245lMJoYNG2azGvldFRUVLFu2jJqaGp5++mlcXf8ZjRqDpdwYvXMpIiIizcLV1ZWIiAguXLhATEwMmZmZFBYWsnXrVlJTU/Hw8DDC3ZEjR6isrDS2tKHh5Pd//ud/Ulpayrx580hMTOTpp5/m6tWrzJs3z+Y0d3V1NVlZWTbtv+vSpUvExMTw5ZdfMm7cOGbMmHH7br4V0cqliIiINJvQ0FBqa2tJTU0lKioKaDjtvWrVKtauXYunpyfQsCXu6+tL165djbYbNmygrq6ODRs2GFvd0LBdHhYWxquvvsq7774LQEZGBjU1NTYHh77t3LlzxMbGcvbsWcaPH8+KFStwcnK6XbfdqihcioiItCD1fn3v9BRuu/DwcGbMmEFubi7t2rXDz8+P+vp6iouL6d+/P9Cwpd14SrzRqVOnuP/++22CJTQc9BkyZAhpaWnGdrvZbKZPnz507NjRbvxjx44RFxdHeXk5ISEhLF68GGdnbeY6isKliIhIC3KrJ7Jbuk8//ZQ2bdoQHBzMwIEDjfIDBw5QW1vLQw89RHFxMfn5+cTHx9u0dXNz4+rVq03221hutVoBjI+0f9fRo0eJiYnBYrGwZMkSQkJCHHVr8v+nmC4iIiLN5oMPPmDlypVcunTJKKuoqCA5ORkfHx8mTJiAyWTCw8ODQYMG2bQNCgrizJkzdj/VeOrUKbKysujbty8/+tGPOHPmDEVFRXZb4mVlZcTHx1NdXc3LL7+sYHmbaOVSREREmk1kZCSLFi0iKiqKJ598EqvVyo4dOygsLCQxMZF27dphNpvx9/e3ObkNsGDBAjIzM4mPj+eJJ56gV69enDt3ju3bt+Pq6sqzzz4LNGype3l50a9fP5v2KSkplJeX079/f6xWK3v27LGbX0BAAJ06dbp9D6AVULgUERGRZhMQEEBSUhIpKSkkJyfj6urKgAEDSEhIoG/fvtTW1pKRkUFsbKxd286dO7Np0yZSUlL4/PPP2b59Ox06dCAoKIhf/epXxsfR09LSePjhh+3eo0xPTwcgOzub7OzsJue3YcMGhctb5FReXm6905MQERFpLcrKyvDx8bnT05B/cS3570jvXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiISLPKy8sjLi6ORx55hDFjxhAVFYXJZGqyblZWFgEBARQWFgJw6dIlXn/9dR577DFGjhzJrFmz2Lp1K1evXm2yfU1NDaNGjWLXrl0A1NXVsXnzZmbOnMmIESMYPXo0UVFRpKWlXXfOdXV1hIWFsWLFilu489ZB4VJERESaTU5ODpGRkZjNZh577DHmz5+Pm5sbsbGxvP/++3b1zWYz3bt3p1u3bly5coVf/epXfPDBB/Tv359FixbRv39/1q5dy7Jly7BarXbtDx8+THV1NcOHDwdg9erVJCUl4e3tTUxMDBEREZSWlrJ48WJ2797d5Jzr6+tJSEjg5MmTjn0YdynXOz0BERERaT3WrFlDVVUVSUlJRuCbPn06y5cvZ/369QQGBtK9e3ejvslkIjAwEICNGzdy5swZfvnLX7Jw4UKjTu/evXn99df5+OOPefzxx23GM5vN9O7dGx8fH44dO8auXbuYMGECr7zyilFn6tSphIaGsm7dOiZOnIibm5txrbi4mISEBLKysm7L87gbaeVSREREmkVJSQnHjx/H39/fCJYATk5OhIeHU1tba7N6WFZWRm5uLkFBQQD83//9H/fccw9z5syx6XfKlCl06NCBHTt22I1pNpuNcHrw4EGgIUx+W/v27QkODuby5cucOnXKKP/444+ZPn06OTk5hIeH39rNtyJauRQREWlBvslYfKencE3uQ9fdUvuSkhIAevXqZXetcbXy+PHjRpnJZMLd3Z3Bgwcb7Xv27Em7du1s2jo7O9OtWze+/PJLrFYrTk5OAHz11VecO3fOCJchISGMGjWK++67z278ixcvAuDi4mKUnTx5kqCgIBYsWICLiwubNm262VtvVRQuRUREWpCrl7+801O4bdzd3QGorKy0u1ZeXg40rFY2MpvNDB06lDZt2gBwzz33NNm2sX1NTQ2XLl3Cy8sLaAinnp6eDBgwAGhYoezdu7dd28LCQvbt20eHDh3w8/MzyqOjo42xi4qKbvBuWy9ti4uIiEiz8PX1xdPTk/3791NRUWFzbe/evQBYLBag4XT2oUOHjFVHgIEDB/LVV1/x97//3aZtTk4O58+ft2kPDeFy2LBhNquR31VRUcGyZcuoqalhzpw5uLr+c92tMVjKjVG4FBERkWbh6upKREQEFy5cICYmhszMTAoLC9m6dSupqal4eHgY4e7IkSNUVlbahMvIyEicnZ155pln2Lt3L0VFRXz++ec899xzeHp6Av/c1q6uriYrK8um/XddunSJmJgYvvzyS8aNG8eMGTNu4923HtoWFxERkWYTGhpKbW0tqampREVFAdClSxdWrVrF2rVrjZBoNpvx9fWla9euRtt+/fqRmJjIr3/9a55//nmgYas9IiKCwsJCdu7cabTPyMigpqbG5uDQt507d47Y2FjOnj3L+PHjWbFihfGuptwahUsREZEWxNmzz52ewm0XHh7OjBkzyM3NpV27dvj5+VFfX09xcTH9+/cHGra0G0+Jf9uIESPYuXMnp06doq6ujp49e+Lu7s68efPo0qWLsZVtNpvp06cPHTt2tOvj2LFjxMXFUV5eTkhICIsXL8bZWZu5jqJwKSIi0oLc6onslu7TTz+lTZs2BAcHM3DgQKP8wIED1NbW8tBDD1FcXEx+fj7x8fE2bTMzMzlz5gxTpkzhwQcfNMovX75MdnY248aNM8oaP9L+XUePHiUmJgaLxcKSJUsICQm5DXfZuimmi4iISLP54IMPWLlyJZcuXTLKKioqSE5OxsfHhwkTJmAymfDw8GDQoEE2bTMyMli9ejWHDh0yyqxWK+vXr6euro7Q0FAAzpw5Q1FRkd2WeFlZGfHx8VRXV/Pyyy8rWN4mWrkUERGRZhMZGcmiRYuIioriySefxGq1smPHDgoLC0lMTKRdu3aYzWb8/f1tTm5Dw8fSd+zYwfLly/nFL35Bx44d+fzzzzGbzcyZM8f4zJDJZMLLy4t+/frZtE9JSaG8vJz+/ftjtVrZs2eP3fwCAgLo1KnT7XsArYDCpYiIiDSbgIAAkpKSSElJITk5GVdXVwYMGEBCQgJ9+/altraWjIwMYmNj7dp6e3uTnJzMhg0b+Otf/4rFYsHX15dXX32V8ePHG/XS0tJ4+OGH7d6jTE9PByA7O5vs7Owm57dhwwaFy1vkVF5ebv8r7yIiInJblJWV4ePjc6enIf/iWvLfkd65FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUERGRZpWXl0dcXByPPPIIY8aMISoqCpPJ1GTdrKwsAgICKCwstLt25coVJk2axDvvvNNk2+rqapKTk5kyZQojR45k2rRp/PnPf6a+vr7J+iUlJQQEBHDo0CGj/YYNG5g6dSqBgYGMHTuW2NhYsrOzr3t/3zevu53CpYiIiDSbnJwcIiMjMZvNPPbYY8yfPx83NzdiY2N5//337eqbzWa6d+9Ot27dbMqrq6uJi4ujtLS0yXGuXr3Kc889xx//+EeGDBnCkiVL6NmzJ2+//TZr1qxpso3JZOKee+5h0KBBWK1W4uPj2bhxI71792bJkiWEhIRw/Phx5s6dy8GDB5vs4/vm1Rq43ukJiIiISOuxZs0aqqqqSEpKYvjw4QBMnz6d5cuXs379egIDA+nevbtR32QyERgYaNNHXl4eL7zwAnl5edcc53//938xm80sWLCA2bNnA/DUU0/x61//mh07djB58mT69+9v08ZsNuPv74+bmxuffPIJ6enphIeHEx0dbdSZPHkyM2fO5M0332Tr1q03PK/WQCuXIiIi0ixKSko4fvw4/v7+RrAEcHJyIjw8nNraWnbv3m2Ul5WVkZubS1BQkFG2adMmwsLCKCsrY9asWdcc66OPPsLNzY0ZM2bYlP/yl78EsBkHoLa2loyMDGOsxpXJqVOn2tTr0qULQ4YMIT8/n/Ly8hueV2uglUsREZEW5J2PVt7pKVzT3MdfuqX2JSUlAPTq1cvuWuNq5fHjx40yk8mEu7s7gwcPNspOnDjBpEmTmDdvHgUFBbz33ntNjpWdnY2fnx/u7u425d26dePHP/4xf//7323Ks7KyqKqqMkLv008/zbRp0+jcubNd3xcvXgTA2fmfa3Q/dF6tgcKliIhIC3Ku7O7dUm0MepWVlXbXGlcBy8rKjDKz2czQoUNp06aNUbZixQrj3wUFBU2OU11dzeXLl21C6bd17tyZoqIimzKTyUTPnj3p0qULAF5eXnh5edm1PXr0KNnZ2fTq1QtPT88bmldroW1xERERaRa+vr54enqyf/9+KioqbK7t3bsXAIvFAkBdXR2HDh2ye9/y20HzWhr7vueee5q83q5dO7755hubMrPZbDfWd5WWlvLSSw2rt3Pnzr3hebUWCpciIiLSLFxdXYmIiODChQvExMSQmZlJYWEhW7duJTU1FQ8PD1xdGzZVjxw5QmVl5fcGvqZYrVab/zZ13cXFxfh3YWEhBQUF1x2rqKiI+fPnc/78ecLCwggODr7hebUW2hYXERGRZhMaGkptbS2pqalERUUBDYdkVq1axdq1a42tZrPZjK+vL127dr3hMRpXLKurq5u8Xl1djYeHh/Fvs9lM+/btGThwYJP1c3JyWLp0KRcuXCA0NJSYmJgbnlNronApIiLSgvzUx+9OT+G2Cw8PZ8aMGeTm5tKuXTv8/Pyor6+nuLjY+DyQyWSyOSV+Izw8PPDy8rrmtyZLS0ttQqvZbCYgIMBYNf22zz//nBdffBGLxUJMTAxhYWE3NafWROFSRESkBbnVE9kt3aeffkqbNm0IDg62WSk8cOAAtbW1PPTQQxQXF5Ofn098fPxNj9OvXz8yMjKorq6mXbt2RnlhYSHl5eVMnDgRaHjH8/Dhw02O9dlnn7F8+XJcXFx47bXXGDt27E3PpzXRO5ciIiLSbD744ANWrlzJpUuXjLKKigqSk5Px8fFhwoQJmEwmPDw8GDRo0E2P87Of/QyLxWL3ofM//elPAEyaNAmAzMxMLBaLzXc3AU6dOkVCQgKurq4kJSUpWN4ArVyKiIhIs4mMjGTRokVERUXx5JNPYrVa2bFjB4WFhSQmJtKuXTvjl3Ka2qb+oSZMmMDOnTv53e9+R1FREX379uXAgQP87//+L9OnT+eBBx4AGrbfe/fujbe3t037t99+G4vFQlBQEKWlpezZs8dujNGjR9t9R1MULkVERKQZBQQEkJSUREpKCsnJybi6ujJgwAASEhLo27ev8Us5sbGxtzSOk5MTb775Jn/4wx/4n//5Hz766CPuvfdeYmNj+cUvfmHUS0tLY9y4cTZt6+rqyMzMBBrCp8lkanKMDz/8UOGyCU7l5eVNn9MXERERhysrK8PHx+dOT0P+xbXkvyO9cykiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIs0qLy+PuLg4HnnkEcaMGUNUVBQmk6nJullZWQQEBFBYWGh37cqVK0yaNIl33nnnuuO9/vrrPPHEE9ets2rVKubOnWsz7qJFixg7dixBQUFMnTqVd955h5qamuv281//9V8EBARct87dTuFSREREmk1OTg6RkZGYzWYee+wx5s+fj5ubG7Gxsbz//vt29c1mM927d6dbt2425dXV1cTFxVFaWnrd8f7yl7/wwQcffO+8Dhw4QGBgIACZmZlER0eTm5vLrFmziI2Nxc/Pj5SUFJYsWcLVq1eb7GPfvn387ne/+96x7naud3oCIiIi0nqsWbOGqqoqkpKSGD58OADTp09n+fLlrF+/nsDAQLp3727UN5lMRuhrlJeXxwsvvEBeXt41x6murubtt9/+QcHyxIkTlJWVGeO89tpreHh48O677+Lt7Q3AtGnTWLt2LVu2bOGzzz5j3LhxRvu6ujreffddUlJSqK+v/+EP4y6llUsRERFpFiUlJRw/fhx/f38jWAI4OTkRHh5ObW0tu3fvNsrLysrIzc0lKCjIKNu0aRNhYWGUlZUxa9asJsc5deoUU6ZM4YMPPuCpp56ic+fO152X2WzGx8eH3r17U1JSwtmzZwkODjaCZaPHH38caNgy//Ycf/GLX5CcnMyIESPo06fPD38gdymtXIqIiLQgO3fuvNNTuKbve2/x+5SUlADQq1cvu2uNq5XHjx83ykwmE+7u7gwePNgoO3HiBJMmTWLevHkUFBTw3nvv2fVVWFiIj48PK1aswN/f/3vnbTabjbDbqVMnPvjgA9q2bWtX78KFCwA4O/9zbe7rr7/G2dmZ1157jXHjxhEVFXXdsVoDhUsREZEW5PveIfxX5u7uDkBlZaXdtfLycqBhJbCR2Wxm6NChtGnTxihbsWKF8e+CgoImxwkMDGT06NE/aE6XL18mOzvbWAV1dXW12Zb/ts2bNwPw0EMPGWU9evTgL3/5C05OTj9ovNZA2+IiIiLSLHx9ffH09GT//v1UVFTYXNu7dy8AFosFaHiP8dChQ3bvW347aF7LD6nT6MCBAzg5OX3vCe/U1FQOHjxInz59GDVqlFHu6uqqYPkdCpciIiLSLFxdXYmIiODChQvExMSQmZlJYWEhW7duJTU1FQ8PD1xdGzZVjxw5QmVlpV24dDSz2cy///u/4+Hhcc06qampJCcn07FjR37961/bbIuLPW2Li4iISLMJDQ2ltraW1NRU4/3ELl26sGrVKtauXYunpyfQEPp8fX3p2rXrbZuL1WrlwIEDhIaGNnm9rq6OxMREduzYQefOnVm/fr3dJ5HEnsKliIhIC/J9J5vvBuHh4cyYMYPc3FzatWuHn58f9fX1FBcX079/f6DhMM+3T4nfDsePH+fixYtNro5WVVWxbNky0tLS6NGjB+vWreMnP/nJbZ3P3ULhUkREpAW51RPZLd2nn35KmzZtCA4OZuDAgUb5gQMHqK2t5aGHHqK4uJj8/Hzi4+Nv61zMZjM/+clP8PPzsyn/5ptvWLRoEUePHmXo0KG8/vrrtG/f/rbO5W6ilwZERESk2XzwwQesXLmSS5cuGWUVFRUkJyfj4+PDhAkTMJlMeHh4MGjQoNs6l29/gujbXn31VY4ePcrIkSNJSkpSsLxBWrkUERGRZhMZGcmiRYuIioriySefxGq1smPHDgoL/3/s3X9YlPed7/+nMhAQi24rUmOWFhGTWPXgD6YVqqhYU1NqTFBXhXwXShbBrhgEeurxB5d6NqdKjKLJGlKpZne/Gs/Gak+1xupx1433KKKg30OhKrOE06LABCUVCJPRzPcPL+9kMqOJOkEjr8d15crl58f9/sxc/PG6Pp/7vqeR4uJigoODsdlsxMXFmQ/3fBna2tqoqakhPT3do/3/+//+P37/+98TGBjI+PHjzafYP23w4MEeu67iSeFSREREuo3VaqWkpIStW7dSWlqKxWJh5MiRFBUVMXz4cFwuF6dOnSIvL+9LXceJEycICAggLi7Oo/3kyZMAuFwu1q1b53Puj370I4XL2+jV1tbmvt+LEBER6SkcDgfh4eH3exnyFfcg/x3pnksRERER8RuFSxERERHxG4VLEREREfEbhUsRERER8RuFSxERERHxG4VLEREREfEbhUsRERER8RuFSxERERHxG4VLEREREfEbhUsRERER8RuFSxERERHxG4VLEREREfEbhUsRERHpVna7nYKCAqZMmcLkyZPJzs7GMAyfY6uqqrBarTQ2Nnr1Xb16leTkZN544w2fcy9dusSqVat4+umnGT9+PE8//TRr1qzB4XD4HN/c3IzVaqWiogKArq4utmzZQkpKCvHx8SQlJZGXl0d1dfVtP9/nrethp3ApIiIi3aampobMzExsNhtPP/00OTk5BAYGkpeXx1tvveU13mazERkZyeDBgz3au7q6KCgooKWlxWedK1eukJmZyeHDh5k6dSqFhYVMnjyZd955h4yMDN5//32vOYZh0KdPH2JjY3G73RQWFrJt2zaGDRvGkiVLmDt3LrW1tWRlZXHy5EmfdT9vXT2B5X4vQERERHqOtWvX0tnZSUlJCePHjwdg9uzZLFu2jM2bNxMfH09kZKQ53jAM4uPjPa5ht9tZvnw5drv9lnVef/113n//fY86AN/97ncpKCjgV7/6FT/72c885thsNuLi4ggMDOTgwYOUl5eTnp7OwoULzTEzZsxg3rx5rF+/nl27dt3xunoC7VyKiIhIt2hubqa2tpa4uDiPwNerVy/S09NxuVzs27fPbHc4HNTV1ZGQkGC2bd++nbS0NBwOB/Pnz79lrfLycgYPHuxRB2DixIn07duXyspKj3aXy8WpU6fMWjd3JlNSUjzGRUREMGbMGOrr62lra7vjdfUE2rkUERF5gOya+f/e7yXc0t/sTb2n+c3NzQDExMR49d3craytrTXbDMMgJCSE0aNHm23nzp0jOTmZBQsW0NDQwI4dO3zWKi0tpbOz06v9ww8/5MMPP6R3b8/9taqqKjo7O80wumjRImbNmsXAgQO9rnH58mUAj2t80XX1BAqXIiIiD5Cmqkv3ewlfmpCQEAA6Ojq8+m7uAn76YRubzca4ceMICgoy21atWmX+u6Gh4Za1IiIifLbv3LmT69evM27cOI92wzAYOnSoOa9///7079/fa/7Zs2eprq4mJiaGsLCwO15XT6BjcREREekWUVFRhIWFcezYMdrb2z36Dh8+DIDT6QTg2rVrVFRUeN1v+emgeacqKiooKysjNDSU1FTPXVibzeZV67NaWlpYuXIlAFlZWX5b18NG4VJERES6hcViISMjg9bWVnJzc6msrKSxsZFdu3aZoc9iuXGoeubMGTo6Oj438H1RJ06cID8/n48//phVq1Z57Gw2NjbS0NBw21oXL14kJyeHS5cukZaWRmJiol/W9TDSsbiIiIh0m9TUVFwuF2VlZWRnZwM3jrDXrFnDhg0bzKNmm81GVFQUgwYNuuea/+t//S9+8Ytf0KtXL/77f//vTJw40aPfZrPRt29fRo0a5XN+TU0N+fn5tLa2kpqaSm5u7j2v6WGmcCkiIvIA+eboew9TD7r09HTmzJlDXV0dwcHBREdHc/36dZqamhgxYgRw4x7ITz8lfre2bNnCtm3b6Nu3L2vXriUuLs5rjM1mw2q1mrumn3b06FFWrFiB0+kkNzeXtLS0e17Tw07hUkRE5AFyr09kP+gOHTpEUFAQiYmJHjuFJ06cwOVyMXbsWJqamqivr6ewsPCear3yyiu89dZbfPOb32TDhg1ER0d7jXE6nZw+fdpnrSNHjrBs2TICAgJ46aWXSEpKuqf19BQKlyIiItJt3n77berq6vj1r39Nv379AGhvb6e0tJTw8HCmTZvG/v37CQ0NJTY29q7r7Nmzh7feeovHHnuM119/3ecrhQAqKytxOp1e78O8cOECRUVFWCwWNm7cyNixY+96LT2NwqWIiIh0m8zMTBYvXkx2djYzZ87E7XazZ88eGhsbKS4uJjg42PylHF/H1F/Ehx9+yGuvvQbApEmTOH36tNeYkJAQJk2ahGEYDBs2jAEDBnj0b9q0CafTSUJCAi0tLRw4cMDrGpMmTTJfrySfULgUERGRbmO1WikpKWHr1q2UlpZisVgYOXIkRUVFDB8+3PylnLy8vLuuUVtby1/+8hcA/uVf/sXnmEGDBjFp0iSOHz/O1KlTPfquXbtm/oKPYRgYhuHzGnv37lW49KFXW1ub+34vQkREpKdwOByEh4ff72XIV9yD/Hek91yKiIiIiN8oXIqIiIiI3yhcioiIiIjfKFyKiIiIiN8oXIqIiIiI3yhcioiIiIjfKFyKiIiIiN8oXIqIiIiI3yhcioiIiIjfKFyKiIiIiN8oXIqIiIiI3yhcioiIiIjfKFyKiIiIiN8oXIqIiEi3stvtFBQUMGXKFCZPnkx2djaGYfgcW1VVhdVqpbGx0avv6tWrJCcn88Ybb/ice/nyZX7xi1/wzDPPMGHCBObPn8/u3btxu90+xzc3N2O1WqmoqACgq6uLLVu2kJKSQnx8PElJSeTl5VFdXX3bz/d563rYKVyKiIhIt6mpqSEzMxObzcbTTz9NTk4OgYGB5OXl8dZbb3mNt9lsREZGMnjwYI/2rq4uCgoKaGlp8Vmnvb2dBQsWsH//fqZMmcKLL77Io48+ytq1aykuLvY5xzAM+vTpQ2xsLG63m8LCQrZt28awYcNYsmQJc+fOpba2lqysLE6ePOnzGp+3rp7Acr8XICIiIj3H2rVr6ezspKSkhPHjxwMwe/Zsli1bxubNm4mPjycyMtIcbxgG8fHxHtew2+0sX74cu91+yzo7duygoaGBf/iHf+AHP/gBACkpKeTn57N7927mzp3rUQduBNm4uDgCAwM5ePAg5eXlpKens3DhQnPMjBkzmDdvHuvXr2fXrl13vK6eQDuXIiIi0i2am5upra0lLi7ODJYAvXr1Ij09HZfLxb59+8x2h8NBXV0dCQkJZtv27dtJS0vD4XAwf/78W9b66KOPGD58OElJSR7t3/3ud3G73Zw7d86j3eVycerUKbPWzZ3JlJQUj3ERERGMGTOG+vp62tra7nhdPYF2LkVERB4gP9j34B6nHkoeeE/zm5ubAYiJifHqu7mLWFtba7YZhkFISAijR482286dO0dycjILFiygoaGBHTt2+Kz193//9z7bb4bKRx991KO9qqqKzs5OM/QuWrSIWbNmMXCg92e+fPkyAL17f7JH90XX1RMoXIqIiDxAKhyu+72EL01ISAgAHR0dXn03dwEdDofZZrPZGDduHEFBQWbbqlWrzH83NDR8oboffvghjY2N/O53v+O3v/0tiYmJfOc73/EYYxgGQ4cOJSIiAoD+/fvTv39/r2udPXuW6upqYmJiCAsLu6d1PawULkVERKRbREVFERYWxrFjx2hvb6dv375m3+HDhwFwOp0AXLt2jYqKCq8dyE8HzS/q9ddfZ+fOnQD89V//NS+++KLXGJvNRmJi4m2v09LSwsqVKwHIysq653U9rHTPpYiIiHQLi8VCRkYGra2t5ObmUllZSWNjI7t27aKsrIzQ0FAslhv7XmfOnKGjo8PrYZ678f3vf5+XX36Zn/70p3zwwQekpaVRU1Nj9jc2NtLQ0HDbWhcvXiQnJ4dLly6Rlpb2uUG0J9POpYiIiHSb1NRUXC4XZWVlZGdnAzceklmzZg0bNmwwj5ptNhtRUVEMGjTonmvGxcUBMHHiRL73ve+Rnp7O5s2b2bJli1mrb9++jBo1yuf8mpoa8vPzaW1tJTU1ldzc3Hte08NM4VJEROQBEhceeL+X8KVLT09nzpw51NXVERwcTHR0NNevX6epqYkRI0YAN+6B/PRT4v7y+OOPExUV5fHgkM1mw2q1mrumn3b06FFWrFiB0+kkNzeXtLQ0v6/pYaNwKSIi8gC51yeyH3SHDh0iKCiIxMREj53CEydO4HK5GDt2LE1NTdTX11NYWHhXNdxuN88//zxBQUH86le/8urv6OjgkUceAW7c43n69GmftY4cOcKyZcsICAjgpZde8nqtkfimey5FRESk27z99tusXr2aDz74wGxrb2+ntLSU8PBwpk2bhmEYhIaGEhsbe1c1evXqRXh4ONXV1Zw4ccKj75133uHSpUtMmjQJgMrKSpxOp8d7NwEuXLhAUVERFouFkpISBcs7oJ1LERER6TaZmZksXryY7OxsZs6cidvtZs+ePTQ2NlJcXExwcLD5Szm+jqm/qBdffJH/83/+D//1v/5XUlJSeOyxx/jDH/7A/v37+da3vkVOTg5w4/h92LBhDBgwwGP+pk2bcDqdJCQk0NLSwoEDB7xqTJo0yXy9knxC4VJERES6jdVqpaSkhK1bt1JaWorFYmHkyJEUFRUxfPhw85dy8vLy7qnOt771Ld58801ef/119u3bx9WrV4mIiGD+/Pn85Cc/MV+DdPz4caZOneox99q1a1RWVgI3wqdhGD5r7N27V+HSh15tbW3u+70IERGRnsLhcBAeHn6/lyFfcQ/y35HuuRQRERERv1G4FBERERG/UbgUEREREb9RuBQRERERv1G4FBERERG/UbgUEREREb9RuBQRERERv1G4FBERERG/UbgUEREREb9RuBQRERERv1G4FBERERG/UbgUEREREb9RuBQRERERv1G4FBERkW5lt9spKChgypQpTJ48mezsbAzD8Dm2qqoKq9VKY2OjV9/Vq1dJTk7mjTfe+EJ1ly9fjtVq5eLFiz77m5ubsVqtVFRUANDV1cWWLVtISUkhPj6epKQk8vLyqK6uvm2dO13Xw0bhUkRERLpNTU0NmZmZ2Gw2nn76aXJycggMDCQvL4+33nrLa7zNZiMyMpLBgwd7tHd1dVFQUEBLS8sXqvu73/2O3//+97cdYxgGffr0ITY2FrfbTWFhIdu2bWPYsGEsWbKEuXPnUltbS1ZWFidPnvR5jTtd18PIcr8XICIiIj3H2rVr6ezspKSkhPHjxwMwe/Zsli1bxubNm4mPjycyMtIcbxgG8fHxHtew2+0sX74cu93+hWpevHiR4uJigoKC+Oijj245zmazERcXR2BgIAcPHqS8vJz09HQWLlxojpkxYwbz5s1j/fr17Nq1657W9bDSzqWIiIh0i+bmZmpra4mLizODJUCvXr1IT0/H5XKxb98+s93hcFBXV0dCQoLZtn37dtLS0nA4HMyfP/9za16/fp2ioiIee+wxJk+efMtxLpeLU6dOmbVu7kympKR4jIuIiGDMmDHU19fT1tZ21+t6mGnnUkRE5AESsnrh5w+6Tz5c+Y/3NL+5uRmAmJgYr76bu5W1tbVmm2EYhISEMHr0aLPt3LlzJCcns2DBAhoaGtixY8dta27fvp0//vGPvPnmm/zzP//zLcdVVVXR2dlpht5FixYxa9YsBg4c6DX28uXLAPTu/cke3Z2u62GmcCkiIvIACbDX3O8lfGlCQkIA6Ojo8Oq7uQvocDjMNpvNxrhx4wgKCjLbVq1aZf67oaHhtvWqq6vZunUrL774IkOGDLntWMMwGDp0KBEREQD079+f/v37e407e/Ys1dXVxMTEEBYWdlfretjpWFxERES6RVRUFGFhYRw7doz29naPvsOHDwPgdDoBuHbtGhUVFV73W346aN5OZ2cnRUVFjB07ljlz5nzueJvN5lXrs1paWli5ciUAWVlZd7WunkDhUkRERLqFxWIhIyOD1tZWcnNzqayspLGxkV27dlFWVkZoaCgWy41D1TNnztDR0fG5ge9W1q9fzwcffMDKlSvp1avXbcc2NjbS0NBw21oXL14kJyeHS5cukZaWRmJi4l2tqyfQsbiIiIh0m9TUVFwuF2VlZWRnZwM3HpJZs2YNGzZsMI+abTYbUVFRDBo06I5r/Nu//Ru//e1v+dnPfkZQUJB55O5yuYAb76Fsa2szj71tNht9+/Zl1KhRPq9XU1NDfn4+ra2tpKamkpube8dr6kkULkVERB4g16OH3+8lfOnS09OZM2cOdXV1BAcHEx0dzfXr12lqamLEiBHAjXsgP/2U+J34j//4DwDWrVvHunXrvPqff/554JMnwm02G1ar1dw1/bSjR4+yYsUKnE4nubm5pKWl3dWaehKFSxERkQfIvT6R/aA7dOgQQUFBJCYmeuwUnjhxApfLxdixY2lqaqK+vp7CwsK7qvH8888zffp0r/Z//ud/pry8nNWrV/P1r38duHGP5+nTp33WOnLkCMuWLSMgIICXXnqJpKSku1pPT6NwKSIiIt3m7bffpq6ujl//+tf069cPgPb2dkpLSwkPD2fatGns37+f0NBQYmNj76rGkCFDfD4dfuDAAQBGjRrFo48+CkBlZSVOp9PjvZsAFy5coKioCIvFwsaNGxk7duxdraUnUrgUERGRbpOZmcnixYvJzs5m5syZuN1u9uzZQ2NjI8XFxQQHB5u/lOPrmNrfDMNg2LBhDBgwwKN906ZNOJ1OEhISaGlpMYPpp02aNMl8vZJ8QuFSREREuo3VaqWkpIStW7dSWlqKxWJh5MiRFBUVMXz4cPOXcvLy8rplPcePH2fq1KkebdeuXaOyshK4ET4Nw/A5d+/evQqXPvRqa2tz3+9FiIiI9BQOh4Pw8PD7vQz5inuQ/470nksRERER8RuFSxERERHxG4VLEREREfEbhUsRERER8RuFSxERERHxG4VLEREREfEbhUsRERER8RuFSxERERHxG4VLEREREfEbhUsRERER8RuFSxERERHxG4VLEREREfEbhUsRERHpVna7nYKCAqZMmcLkyZPJzs7GMAyfY6uqqrBarTQ2Nnr1Xb16leTkZN544w2fc8vKyrBarT7/8zWnubkZq9VKRUUFAF1dXWzZsoWUlBTi4+NJSkoiLy+P6urq236+z1vXw85yvxcgIiIiPUdNTQ0LFy7ko48+4rnnniMyMpJ3332XvLw8lixZwty5cz3G22w2IiMjGTx4sEd7V1cXBQUFtLS03LJWXV0dISEh/PznP/fqGzp0qFebYRj06dOH2NhY3G43hYWFlJeXk5SUxLx587hy5Qq7d+8mKyuLjRs3YrVava7xRdb1sFO4FBERkW6zdu1aOjs7KSkpYfz48QDMnj2bZcuWsXnzZuLj44mMjDTHG4ZBfHy8xzXsdjvLly/HbrffttaFCxcYMmQI06dP/0Jrs9lsxMXFERgYyMGDBykvLyc9PZ2FCxeaY2bMmMG8efNYv349u3btuqt1Pex0LC4iIiLdorm5mdraWuLi4sxgCdCrVy/S09NxuVzs27fPbHc4HNTV1ZGQkGC2bd++nbS0NBwOB/Pnz79lra6uLv785z8zZMiQL7Q2l8vFqVOnzFonT54EICUlxWNcREQEY8aMob6+nra2tjteV0+gnUsREZEHyIenXrzfS7ilkHEb72l+c3MzADExMV59N3cra2trzTbDMAgJCWH06NFm27lz50hOTmbBggU0NDSwY8cOn7Xsdjsff/wx0dHRADidTgICArBYfEefqqoqOjs7zdC7aNEiZs2axcCBA73GXr58GYDevT/Zo/ui6+oJFC5FREQeIB//5Y/3ewlfmpCQEAA6Ojq8+m7uAjocDrPNZrMxbtw4goKCzLZVq1aZ/25oaLhlrQsXLgA3Qt+cOXNoaGigd+/exMbG8uKLL/L44497jDcMg6FDhxIREQFA//796d+/v9d1z549S3V1NTExMYSFhd3xunoCHYuLiIhIt4iKiiIsLIxjx47R3t7u0Xf48GHgxg4jwLVr16ioqPC63/LTQfN2bobLM2fOkJKSQnFxMZmZmfzxj3/k7/7u76ipqfEYb7PZvGp9VktLCytXrgQgKyvrrtbVEyhcioiISLewWCxkZGTQ2tpKbm4ulZWVNDY2smvXLsrKyggNDTWPrc+cOUNHR8fnBr5b+d73vkd6ejpvvvkmf/M3f8PEiRN54YUXeO2113C5XLzyyivm2MbGRhoaGm5b6+LFi+Tk5HDp0iXS0tJITEy8q3X1BDoWFxERkW6TmpqKy+WirKyM7Oxs4MZDMmvWrGHDhg3mUbPNZiMqKopBgwbdVZ0JEyYwYcIEr/bhw4czcuRIzp49S0dHB6GhodhsNvr27cuoUaN8Xqumpob8/HxaW1tJTU0lNzf3rtbUUyhcioiIPEB6hz1xv5fwpUtPT2fOnDnU1dURHBxMdHQ0169fp6mpiREjRgA37oH89FPi/vT1r38dt9vNhx9+aIZLq9Xq82Gfo0ePsmLFCpxOJ7m5uaSlpX0pa3qYKFyKiIg8QO71iewH3aFDhwgKCiIxMdFjp/DEiRO4XC7Gjh1LU1MT9fX1FBYW3lUNt9tNRkYGcOMVQZ9VX19PaGgof/VXf4XT6eT06dM+ax05coRly5YREBDASy+9RFJS0l2tp6fRPZciIiLSbd5++21Wr17NBx98YLa1t7dTWlpKeHg406ZNwzAMQkNDiY2NvasavXr1ol+/ftTU1HD06FGPvv3791NfX8/06dMJCAigsrISp9Pp8d5NuPFAUFFRERaLhZKSEgXLO6CdSxEREek2mZmZLF68mOzsbGbOnInb7WbPnj00NjZSXFxMcHCw+Us5t3on5RexePFiqqurWb58Oc8++yzf/va3+cMf/sD+/fsZMmQIOTk5wI3j92HDhjFgwACP+Zs2bcLpdJKQkEBLSwsHDhzwqjFp0iTz9UryCYVLERER6TZWq5WSkhK2bt1KaWkpFouFkSNHUlRUxPDhw81fysnLy7unOkOGDOHNN9+ktLSUgwcPcvXqVcLDw5k/fz4ZGRl87WtfA+D48eNMnTrVY+61a9eorKwEboRPwzB81ti7d6/CpQ+92tra3Pd7ESIiIj2Fw+EgPDz8fi9DvuIe5L8j3XMpIiIiIn6jcCkiIiIifqNwKSIiIiJ+o3ApIiIiIn6jcCkiIiIifqNwKSIiIiJ+o3ApIiIiIn6jcCkiIiIifqNwKSIiIiJ+o3ApIiIiIn6jcCkiIiIifqNwKSIiIiJ+o3ApIiIiIn6jcCkiIiLdym63U1BQwJQpU5g8eTLZ2dkYhuFzbFVVFVarlcbGRq++q1evkpyczBtvvHHLWu+88w4/+clPmDhxIj/84Q/52c9+RkNDg8+xzc3NWK1WKioqAOjq6mLLli2kpKQQHx9PUlISeXl5VFdX3/bzfZF1PcwULkVERKTb1NTUkJmZic1m4+mnnyYnJ4fAwEDy8vJ46623vMbbbDYiIyMZPHiwR3tXVxcFBQW0tLTcslZpaSkrV64kMDCQ3NxcZs6cSUVFBZmZmVy8eNFrvGEY9OnTh9jYWNxuN4WFhWzbto1hw4axZMkS5s6dS21tLVlZWZw8edJnzS+yroed5X4vQERERHqOtWvX0tnZSUlJCePHjwdg9uzZLFu2jM2bNxMfH09kZKQ53jAM4uPjPa5ht9tZvnw5drv9lnX++Mc/sm3bNiZMmMC6desICAgAwGq1kp2dzZtvvsnSpUs95thsNuLi4ggMDOTgwYOUl5eTnp7OwoULzTEzZsxg3rx5rF+/nl27dt3xunoC7VyKiIhIt2hubqa2tpa4uDgzWAL06tWL9PR0XC4X+/btM9sdDgd1dXUkJCSYbdu3byctLQ2Hw8H8+fNvWWvPnj18/PHH5Ofnm8ESYMyYMWRlZfGd73zHY7zL5eLUqVNmrZs7kykpKR7jIiIiGDNmDPX19bS1td3xunoC7VyKiIg8QN7Yv/p+L+GWsn608p7mNzc3AxATE+PVd3O3sra21mwzDIOQkBBGjx5ttp07d47k5GQWLFhAQ0MDO3bs8Fnr1KlTREdH8+ijjwI3wuPHH3/MI488wgsvvOA1vqqqis7OTjP0Llq0iFmzZjFw4ECvsZcvXwagd+9P9ui+6Lp6AoVLERGRB8ifHA/vkWpISAgAHR0dXn03dwEdDofZZrPZGDduHEFBQWbbqlWrzH/f6sEcl8tFY2MjCQkJVFZW8uqrr/KHP/wBgBEjRvDiiy8ycuRIjzmGYTB06FAiIiIA6N+/P/379/e69tmzZ6muriYmJoawsLA7WldPoWNxERER6RZRUVGEhYVx7Ngx2tvbPfoOHz4MgNPpBODatWtUVFR43W/56aB5K+3t7Xz88ce899575Obm8uSTT/KLX/yCRYsW0dDQQE5Ojhk2b7LZbF61PqulpYWVK2/s3mZlZd3xunoKhUsRERHpFhaLhYyMDFpbW8nNzaWyspLGxkZ27dpFWVkZoaGhWCw3DlXPnDlDR0fH5wY+Xz766CMA/vSnP5GTk0NhYSGTJ08mLS2N1157jevXr7Nx40ZzfGNjIw0NDbetdfHiRXJycrh06RJpaWkkJibe8bp6Ch2Li4iISLdJTU3F5XJRVlZGdnY2cOMhmTVr1rBhwwbzqNlmsxEVFcWgQYPuuMbN4/eAgABmzZrl0ff4448zcuRIzp49y4cffkhISAg2m42+ffsyatQon9erqakhPz+f1tZWUlNTyc3NveM19SQKlyIiIg+Qvw6Pvt9L+NKlp6czZ84c6urqCA4OJjo6muvXr9PU1MSIESOAG/dAfvop8Tvxta99zdwFfeSRR7z6v/GNb+B2u+no6DDDpdVqNXdNP+3o0aOsWLECp9NJbm4uaWlpd7WmnkThUkRE5AFyr09kP+gOHTpEUFAQiYmJHjuFJ06cwOVyMXbsWJqamqivr6ewsPCuavTq1Yvhw4dz6tQpWlpavJ74/vOf/0xISAhf//rXcTqdnD592metI0eOsGzZMgICAnjppZdISkq6q/X0NLrnUkRERLrN22+/zerVq/nggw/Mtvb2dkpLSwkPD2fatGkYhkFoaCixsbF3XefHP/4xbreb0tJSj/bjx49z7tw5kpKS6N27N5WVlTidTo/3bgJcuHCBoqIiLBYLJSUlCpZ3QDuXIiIi0m0yMzNZvHgx2dnZzJw5E7fbzZ49e2hsbKS4uJjg4GDzl3J8HVN/UT/84Q/593//d37729/S2trKxIkT+fOf/8y//uu/Eh4ebv7qjmEYDBs2jAEDBnjM37RpE06nk4SEBFpaWjhw4IBXjUmTJpn3d8onFC5FRESk21itVkpKSti6dSulpaVYLBZGjhxJUVERw4cPN38pJy8v755r/cM//AP/83/+T37zm9/wyiuv0LdvX37wgx+Qk5Njhsnjx48zdepUj3nXrl2jsrISuBE+DcPwef29e/cqXPrQq62tzX2/FyEiItJTOBwOwsPD7/cy5CvuQf470j2XIiIiIuI3CpciIiIi4jcKlyIiIiLiNwqXIiIiIuI3CpciIiIi4jcKlyIiIiLiNwqXIiIiIuI3CpciIiIi4jcKlyIiIiLiNwqXIiIiIuI3CpciIiIi4jcKlyIiIiLiNwqXIiIiIuI3lvu9ABEREelZ7HY7W7ZsobKyErfbzeOPP87zzz9PQkKC19iqqioWLFjAnj17GDx4sEff1atXmTdvHjNmzCArK8ujz2q1fu46Tp486fHv5uZmfvzjH/Paa68RFxdHV1cX27Zt4/Dhw1y6dImQkBBGjRpFZmYmI0aMuOV1b7eunkDhUkRERLpNTU0NCxcu5KOPPuK5554jMjKSd999l7y8PJYsWcLcuXM9xttsNiIjI72CZVdXFwUFBbS0tPiss2rVKp/tJ06c4MCBA0yePNmrzzAM+vTpQ2xsLG63m8LCQsrLy0lKSmLevHlcuXKF3bt3k5WVxcaNG30G2M9bV0+gcCkiIiLdZu3atXR2dlJSUsL48eMBmD17NsuWLWPz5s3Ex8cTGRlpjjcMg/j4eI9r2O12li9fjt1uv2Wd6dOne7U1NzfzyiuvEBkZycqVK736bTYbcXFxBAYGcvDgQcrLy0lPT2fhwoXmmBkzZjBv3jzWr1/Prl277nhdPYHuuRQREZFu0dzcTG1tLXFxcWawBOjVqxfp6em4XC727dtntjscDurq6jyOy7dv305aWhoOh4P58+ffUf1169bxwQcf8N/+238jNDTUo8/lcnHq1Cmz1s0j85SUFI9xERERjBkzhvr6etra2vyyroeNdi5FREQeIL/5zW/u9xJu6Zlnnrmn+c3NzQDExMR49d3craytrTXbDMMgJCSE0aNHm23nzp0jOTmZBQsW0NDQwI4dO75Q7ZMnT/Luu+8yffp0xowZ49VfVVVFZ2enGXoXLVrErFmzGDhwoNfYy5cvA9C79yd7dHe7roeRwqWIiMgD5GG+Vy8kJASAjo4Or76bu4AOh8Nss9lsjBs3jqCgILNt1apV5r8bGhq+cO1//Md/xGKxkJOT47PfMAyGDh1KREQEAP3796d///5e486ePUt1dTUxMTGEhYXd87oeRjoWFxERkW4RFRVFWFgYx44do7293aPv8OHDADidTgCuXbtGRUWF1/2Wnw6aX9TZs2epqalh+vTpfPOb3/Q5xmazedX6rJaWFvNezc8+BX4363pYKVyKiIhIt7BYLGRkZNDa2kpubi6VlZU0Njaya9cuysrKCA0NxWK5cah65swZOjo6PjfwfRH/+q//CkBaWprP/sbGRhoaGm5b6+LFi+Tk5HDp0iXS0tJITEy853U9rHQsLiIiIt0mNTUVl8tFWVkZ2dnZwI2HZNasWcOGDRvMo2abzUZUVBSDBg26p3oulwvDMHjyySeJioryOcZms9G3b19GjRrls7+mpob8/HxaW1tJTU0lNzf3ntb0sFO4FBEReYD4eoDkYZOens6cOXOoq6sjODiY6Ohorl+/TlNTk/lycsMwfL5U/U6dOnWKjo4Opk2bdssxNpsNq9Vq7pp+2tGjR1mxYgVOp5Pc3Nxb7n7KJxQuRUREHiD3+kT2g+7QoUMEBQWRmJjosVN44sQJXC4XY8eOpampifr6egoLC++5XlVVFQDf+973fPY7nU5Onz7ts9aRI0dYtmwZAQEBvPTSSyQlJd3zenoChUsRERHpNm+//TZ1dXX8+te/pl+/fgC0t7dTWlpKeHg406ZNY//+/YSGhhIbG3vP9WprawkJCbnlkXhlZSVOp9PjvZsAFy5coKioCIvFwsaNGxk7duw9r6WnULgUERGRbpOZmcnixYvJzs5m5syZuN1u9uzZQ2NjI8XFxQQHB5u/lOPrmPpONTQ0EBER4fFOyk8zDINhw4YxYMAAj/ZNmzbhdDpJSEigpaWFAwcOeM2dNGmS+Xol+YTCpYiIiHQbq9VKSUkJW7dupbS0FIvFwsiRIykqKmL48OHmL+Xk5eX5pd6VK1d8vrT9puPHjzN16lSPtmvXrlFZWQncCJ+GYficu3fvXoVLH3q1tbW57/ciREREegqHw0F4ePj9XoZ8xT3If0d6z6WIiIiI+I3CpYiIiIj4jcKliIiIiPiNwqWIiIiI+I3CpYiIiIj4jcKliIiIiPiNwqWIiIiI+I3CpYiIiIj4jcKliIiIiPiNwqWIiIiI+I3CpYiIiIj4jcKliIiIiPiNwqWIiIiI+I3CpYiIiHQru91OQUEBU6ZMYfLkyWRnZ2MYhs+xVVVVWK1WGhsbvfquXr1KcnIyb7zxhs+577//PmvWrGH69OnEx8czc+ZMXn/9dT766COf45ubm7FarVRUVADQ1dXFli1bSElJIT4+nqSkJPLy8qiurr7t5/u8dT3sFC5FRESk29TU1JCZmYnNZuPpp58mJyeHwMBA8vLyeOutt7zG22w2IiMjGTx4sEd7V1cXBQUFtLS0+KzT3t7OCy+8wO9+9zsmTpxIfn4+Tz75JL/61a8oLCz0OccwDPr06UNsbCxut5vCwkK2bdvGsGHDWLJkCXPnzqW2tpasrCxOnjzp8xqft66ewHK/FyAiIiI9x9q1a+ns7KSkpITx48cDMHv2bJYtW8bmzZuJj48nMjLSHG8YBvHx8R7XsNvtLF++HLvdfss6v/nNb7h48SI//elP+du//VsAUlJSWLNmDb/97W85fvy4Wf8mm81GXFwcgYGBHDx4kPLyctLT01m4cKE5ZsaMGcybN4/169eza9euO15XT6CdSxEREekWzc3N1NbWEhcX5xHsevXqRXp6Oi6Xi3379pntDoeDuro6EhISzLbt27eTlpaGw+Fg/vz5t6z1f//v/wXg+9//vkf7pEmTADh//rxHu8vl4tSpU2atmzuTKSkpHuMiIiIYM2YM9fX1tLW13fG6egLtXIqIiDxAds38f+/3Em7pb/am3tP85uZmAGJiYrz6bu5W1tbWmm2GYRASEsLo0aPNtnPnzpGcnMyCBQtoaGhgx44dPmt961vfAuA///M/iY6ONtsbGhoACA8P9xhfVVVFZ2enGXoXLVrErFmzGDhwoNe1L1++DEDv3p/s0X3RdfUECpciIiIPkKaqS/d7CV+akJAQADo6Orz6bu4COhwOs81mszFu3DiCgoLMtlWrVpn/vhkUfZk5cyZHjhxh48aNPPLII8TExHD27FnKysqIjo5mypQpHuMNw2Do0KFEREQA0L9/f/r37+913bNnz1JdXU1MTAxhYWF3vK6eQOFSREREukVUVBRhYWEcO3aM9vZ2+vbta/YdPnwYAKfTCcC1a9eoqKjg7//+7z2u8emgeTt9+vQhJyeHFStWUFBQYLZHRkayefNmgoODPcbbbDYSExNve82WlhZWrlwJQFZW1l2tqyfQPZciIiLSLSwWCxkZGbS2tpKbm0tlZSWNjY3s2rWLsrIyQkNDsVhu7HudOXOGjo4Or4d5vqh33nmHn/70p7jdbhYvXkxxcTEvvPACDoeDrKws84geoLGxkYaGhtvWunjxIjk5OVy6dIm0tLTPDaI9mXYuRUREpNukpqbicrkoKysjOzsbuPGQzJo1a9iwYYN51Gyz2YiKimLQoEF3VefVV1/lkUceYevWreZrjBITExk3bhw5OTls2LCBX/ziF2atvn37MmrUKJ/XqqmpIT8/n9bWVlJTU8nNzb2rNfUUCpciIiIPkG+Ovrsw9VWSnp7OnDlzqKurIzg4mOjoaK5fv05TUxMjRowAbtwD+emnxO9EW1sbLS0tJCQkeL0fc8yYMXzrW98yX5QON8Kl1Wo1d00/7ejRo6xYsQKn00lubi5paWl3taaeROFSRETkAXKvT2Q/6A4dOkRQUBCJiYkeO4UnTpzA5XIxduxYmpqaqK+vv+XLzj+PxWKhV69efPzxxz77r1+/jtvtBm7c43n69GmftY4cOcKyZcsICAjgpZdeIikp6a7W09PonksRERHpNm+//TarV6/mgw8+MNva29spLS0lPDycadOmYRgGoaGhxMbG3lWNvn378l/+y3+hoqKCCxcuePQdP36cP/3pT3z3u98FoLKyEqfT6fVC9QsXLlBUVITFYqGkpETB8g5o51JERES6TWZmJosXLyY7O5uZM2fidrvZs2cPjY2NFBcXExwcbP5Sjq9j6i/qZz/7GVlZWWRlZZGSksJjjz3GhQsX2Lt3L9/4xjfM+yYNw2DYsGEMGDDAY/6mTZtwOp0kJCTQ0tLCgQMHvGpMmjTJfL2SfELhUkRERLqN1WqlpKSErVu3UlpaisViYeTIkRQVFTF8+HDzl3Ly8vLuqc7QoUP5p3/6J375y1+yb98+PvjgA77xjW/wox/9iL/7u78zX6J+/Phxpk6d6jH32rVrVFZWAjfCp2EYPmvs3btX4dKHXm1tbe77vQgREZGewuFweP06jMidepD/jnTPpYiIiIj4jcKliIiIiPiNwqWIiIiI+I3CpYiIiIj4jcKliIiIiPiNwqWIiIiI+I3CpYiIiIj4jcKliIiIiPiNwqWIiIiI+I3CpYiIiIj4jcKliIiIiPiNwqWIiIiI+I3CpYiIiHQru91OQUEBU6ZMYfLkyWRnZ2MYhs+xVVVVWK1WGhsbvfquXr1KcnIyb7zxhs+5TU1NFBUVMW3aNBITE0lPT+fAgQO3XFdzczNWq5WKigoAurq62LJlCykpKcTHx5OUlEReXh7V1dW3/Xyft66HncKliIiIdJuamhoyMzOx2Ww8/fTT5OTkEBgYSF5eHm+99ZbXeJvNRmRkJIMHD/Zo7+rqoqCggJaWFp91Ll26RHp6Ou+88w7f//73WbRoEY8++ihFRUVs2LDB5xzDMOjTpw+xsbG43W4KCwvZtm0bw4YNY8mSJcydO5fa2lqysrI4efKkz2t83rp6Asv9XoCIiIj0HGvXrqWzs5OSkhLGjx8PwOzZs1m2bBmbN28mPj6eyMhIc7xhGMTHx3tcw263s3z5cux2+y3rlJSUcPnyZX7+85/z3HPPATBr1iy++c1v8i//8i8kJiYyZswYjzk2m424uDgCAwM5ePAg5eXlpKens3DhQnPMjBkzmDdvHuvXr2fXrl13vK6eQDuXIiIi0i2am5upra0lLi7ODJYAvXr1Ij09HZfLxb59+8x2h8NBXV0dCQkJZtv27dtJS0vD4XAwf/58n3VcLheGYfDXf/3XPPvssx59GRkZAOzZs8drzqlTp8xaN3cmU1JSPMZFREQwZswY6uvraWtru6N19RTauRQREXmA/GDfg3uceih54D3Nb25uBiAmJsar7+ZuZW1trdlmGAYhISGMHj3abDt37hzJycksWLCAhoYGduzY4XWttrY2nE4nQ4cOpVevXh59X/va1/irv/orampqPNqrqqro7Ow0Q++iRYuYNWsWAwd6f+bLly8D0Lv3J3t0X2RdPYXCpYiIyAOkwuG630v40oSEhADQ0dHh1XdzF9DhcJhtNpuNcePGERQUZLatWrXK/HdDQ8Md17l+/TpXr16lq6vLo90wDIYOHUpERAQA/fv3p3///l7zz549S3V1NTExMYSFhd3RunoKHYuLiIhIt4iKiiIsLIxjx47R3t7u0Xf48GEAnE4nANeuXaOiosLrfstPB81b6du3L9HR0Zw9e5ZLly559P37v/87165dM+vcZLPZvGp9VktLCytXrgQgKyvrjtfVUyhcioiISLewWCxkZGTQ2tpKbm4ulZWVNDY2smvXLsrKyggNDcViuXGoeubMGTo6Oj438N1KVlYWTqeTxYsXc/z4cS5evMjvfvc7/sf/+B+EhYWZdQAaGxtpaGi4ba2LFy+Sk5PDpUuXSEtLIzEx8a7W1RPoWFxERES6TWpqKi6Xi7KyMrKzs4EbD8msWbOGDRs2mEfNNpuNqKgoBg0adFd1Jk+ezIoVK9i4cSOLFy8GoF+/fixevJjf//73Hk9022w2+vbty6hRo3xeq6amhvz8fFpbW0lNTSU3N/eu1tRTKFyKiIg8QOLCA+/3Er506enpzJkzh7q6OoKDg4mOjub69es0NTUxYsQI4MY9kJ9+Svxu/PjHP2batGlcuHCB3r17M3ToUIKCgvjlL3/JY489Zo6z2WxYrVaP3cybjh49yooVK3A6neTm5pKWlnZPa+oJFC5FREQeIPf6RPaD7tChQwQFBZGYmOixU3jixAlcLhdjx46lqamJ+vp6CgsL77qOYRj85S9/Yfr06WZgBfjP//xPmpqa+NGPfgTcuMfz9OnTPmsdOXKEZcuWERAQwEsvvURSUtJdr6cnUbgUERGRbvP2229TV1fHr3/9a/r16wdAe3s7paWlhIeHM23aNPbv309oaCixsbF3XefQoUO88847fOc73zFfc+Ryudi0aROPPPKI+f7KyspKnE6nx3s3AS5cuEBRUREWi4WNGzcyduzYu15LT6NwKSIiIt0mMzOTxYsXk52dzcyZM3G73ezZs4fGxkaKi4sJDg42fynH1zH1F/X888/zb//2byxatIjZs2cTHBzMgQMHqK6uZtmyZQwYMAC4scM5bNgw8983bdq0CafTSUJCAi0tLT5/k3zSpEnma4/kEwqXIiIi0m2sVislJSVs3bqV0tJSLBYLI0eOpKioiOHDh5u/lJOXl3dPdaKjo9myZQulpaW8+eabfPzxxwwbNoxNmzbx3e9+1xx3/Phxpk6d6jH32rVrVFZWAjfCp2EYPmvs3btX4dKHXm1tbe77vQgREZGewuFwEB4efr+XIV9xD/Lfkd5zKSIiIiJ+o3ApIiIiIn6jcCkiIiIifqNwKSIiIiJ+o3ApIiIiIn6jcCkiIiIifqNwKSIiIiJ+o3ApIiIiIn6jcCkiIiIifqNwKSIiIiJ+o3ApIiIiIn6jcCkiIiIifqNwKSIiIiJ+o3ApIiIi3cput1NQUMCUKVOYPHky2dnZGIbhc2xVVRVWq5XGxkYA2traKC4u5plnniE+Pp5p06axdOlS3nvvPa+5XV1dlJaW8txzzzFhwgRmzZrFv/zLv3D9+nWftZqbm7FarVRUVJjzt2zZQkpKCvHx8SQlJZGXl0d1dfVtP9/Vq1dJTk7mjTfeuINv5eGhcCkiIiLdpqamhszMTGw2G08//TQ5OTkEBgaSl5fHW2+95TXeZrMRGRnJ4MGDcTqd5OTksHv3buLi4igoKGDGjBmcOHGCjIwM7Ha7Oe/jjz/m5z//Ob/61a8YM2YMS5YsYejQoWzatIm1a9f6XJthGPTp04fY2FjcbjeFhYVs27aNYcOGsWTJEubOnUttbS1ZWVmcPHnS5zW6urooKCigpaXFP1/YV5Dlfi9AREREeo61a9fS2dlJSUkJ48ePB2D27NksW7aMzZs3Ex8fT2RkpDneMAzi4+MB2LlzJ3a7naVLl/Lss8+aY6ZOnUpGRgavvvoqGzZsAOB//+//jc1m46c//Sl/+7d/C8Czzz7L//gf/4M9e/YwY8YMRowY4bE2m81GXFwcgYGBHDx4kPLyctLT01m4cKE5ZsaMGcybN4/169eza9cuj/l2u53ly5d7hNyeSDuXIiIi0i2am5upra0lLi7ODJYAvXr1Ij09HZfLxb59+8x2h8NBXV0dCQkJAJSXlxMYGMiMGTM8rvvEE08wZMgQKisrzbb9+/cTGBjInDlzPMb+P//P/wPgUQfA5XJx6tQps9bNncmUlBSPcREREYwZM4b6+nra2trM9u3bt5OWlobD4WD+/Pl39L08bLRzKSIi8gAJWb3w8wfdJx+u/Md7mt/c3AxATEyMV9/N3cra2lqzzTAMQkJCGD16NABr1qzh8uXLBAQEeMx1u91cuXKF3r0/2TOrrq4mOjqakJAQj7GDBw/mr/7qr/jDH/7g0V5VVUVnZ6cZehctWsSsWbMYOHCg11ovX74M4FHv3LlzJCcns2DBAhoaGtixY8fnfBsPL4VLERGRB0iAveZ+L+FLczPodXR0ePXd3AV0OBxmm81mY9y4cQQFBQEwYMAABgwY4DX34MGDvP/++0ycOBG4cd/jX/7yFzOUftbAgQO5ePGiR5thGAwdOpSIiAgA+vfvT//+/b3mnj17lurqamJiYggLCzPbV61aZa6zoaHBZ92eQsfiIiIi0i2ioqIICwvj2LFjtLe3e/QdPnwYAKfTCcC1a9eoqKgw77e8FbvdTnFxMQEBAWRmZgKY1+7Tp4/POcHBwXz44YcebTab7XNrtbS0sHLlSgCysrI8+m4GS1G4FBERkW5isVjIyMigtbWV3NxcKisraWxsZNeuXZSVlREaGorFcuNQ9cyZM3R0dNw28J07d46FCxdy9epV8vPzefLJJ4Ebx+Sf/v9nud1uj6P1xsZGGhoablvr4sWL5OTkcOnSJdLS0khMTLzjz99T6FhcREREuk1qaioul4uysjKys7OBGw/JrFmzhg0bNphHzTabjaioKAYNGuTzOoZhsHz5cjo7O8nPz2fWrFlm380dy66uLp9zu7q6CA0NNf9ts9no27cvo0aN8jm+pqaG/Px8WltbSU1NJTc3984/eA+icCkiIvIAuR49/H4v4UuXnp7OnDlzqKurIzg4mOjoaK5fv05TU5P5eiDDMMwntz9r9+7dvPzyy/Tu3ZvVq1fz1FNPefSHhobSv3//W75rsqWlxSO02mw2rFaruWv6aUePHmXFihU4nU5yc3NJS0u724/dYyhcioiIPEDu9YnsB92hQ4cICgoiMTHRY6fwxIkTuFwuxo4dS1NTE/X19RQWFnrN37lzp7nDuW7dOsaMGeOzzne+8x1OnTpFV1cXwcHBZntjYyNtbW1mIHU6nZw+fdpnrSNHjrBs2TICAgJ46aWXSEpKuteP3yPonksRERHpNm+//TarV6/mgw8+MNva29spLS0lPDycadOmYRgGoaGhxMbGesw9fvw4GzdupF+/fpSWlt4yWAL88Ic/xOl0er3o/J/+6Z8ASE5OBqCyshKn0+nx3k2ACxcuUFRUhMVioaSkRMHyDmjnUkRERLpNZmYmixcvJjs7m5kzZ+J2u9mzZw+NjY0UFxcTHBxs/lLOZ4+pX3nlFdxuNxMmTOD8+fOcP3/e6/rTp08HYNq0afzmN7/hH//xH7l48SLDhw/nxIkT/O///b+ZPXs2jz/+OHDj+H3YsGFerzjatGkTTqeThIQEWlpaOHDggFetSZMmeb1HUxQuRUREpBtZrVZKSkrYunUrpaWlWCwWRo4cSVFREcOHDzd/KScvL89jXlNTk/n+yH379nn9ws5NN8Nlr169WL9+Pb/85S/5/e9/z/79+3n00UfJy8vjb/7mb8zxx48fZ+rUqR7XuHbtmvlrP4ZhYBiGz1p79+5VuPShV1tbm+/n9EVERMTvHA4H4eHh93sZ8hX3IP8d6Z5LEREREfEbhUsRERER8RuFSxERERHxG4VLEREREfEbhUsRERER8RuFSxERERHxG4VLEREREfEbhUsRERER8RuFSxERERHxG4VLEREREfEbhUsRERER8RuFSxERERHxG4VLEREREfEbhUsRERHpVna7nYKCAqZMmcLkyZPJzs7GMAyfY6uqqrBarTQ2NgLQ1tZGcXExzzzzDPHx8UybNo2lS5fy3nvv3bbmxYsXSUxMZN++fbcc09zcjNVqpaKiAoCuri62bNlCSkoK8fHxJCUlkZeXR3V19W1rXb16leTkZN54443bjntYKVyKiIhIt6mpqSEzMxObzcbTTz9NTk4OgYGB5OXl8dZbb3mNt9lsREZGMnjwYJxOJzk5OezevZu4uDgKCgqYMWMGJ06cICMjA7vd7rPm5cuXycvL48MPP7zt2gzDoE+fPsTGxuJ2uyksLGTbtm0MGzaMJUuWMHfuXGpra8nKyuLkyZM+r9HV1UVBQQEtLS13/uU8JCz3ewEiIiLSc6xdu5bOzk5KSkoYP348ALNnz2bZsmVs3ryZ+Ph4IiMjzfGGYRAfHw/Azp07sdvtLF26lGeffdYcM3XqVDIyMnj11VfZsGGDR72qqipWrlxJc3Pz567NZrMRFxdHYGAgBw8epLy8nPT0dBYuXGiOmTFjBvPmzWP9+vXs2rXLY77dbmf58uW3DLk9hXYuRUREpFs0NzdTW1tLXFycGSwBevXqRXp6Oi6Xy+PY2uFwUFdXR0JCAgDl5eUEBgYyY8YMj+s+8cQTDBkyhMrKSo/2devWsWDBAtxut0cY9cXlcnHq1Cmz1s2dyZSUFI9xERERjBkzhvr6etra2sz27du3k5aWhsPhYP78+V/wG3k4aedSRETkAfLhqRfv9xJuKWTcxnuaf3P3MCYmxqvv5m5lbW2t2WYYBiEhIYwePRqANWvWcPnyZQICAjzmut1urly5Qu/enntmFy5cIC0tjZ/85Cf8+7//O3v27Lnl2qqqqujs7DRD76JFi5g1axYDBw70Gnv58mUAj3rnzp0jOTmZBQsW0NDQwI4dO279RTzkFC5FREQeIB//5Y/3ewlfmpCQEAA6Ojq8+m7uAjocDrPNZrMxbtw4goKCABgwYAADBgzwmnvw4EHef/99Jk6c6NH+2muvmXM/j2EYDB06lIiICAD69+9P//79vcadPXuW6upqYmJiCAsLM9tXrVpl1mpoaPhCNR9WOhYXERGRbhEVFUVYWBjHjh2jvb3do+/w4cMAOJ1OAK5du0ZFRYV5v+Wt2O12iouLCQgIIDMz06PviwZLuBFkP69WS0sLK1euBCArK+uuaz3sFC5FRESkW1gsFjIyMmhtbSU3N5fKykoaGxvZtWsXZWVlhIaGYrHcOFQ9c+YMHR0dtw18586dY+HChVy9epX8/HyefPLJu1pXY2MjDQ0Nt6118eJFcnJyuHTpEmlpaSQmJt5VrZ5Ax+IiIiLSbVJTU3G5XJSVlZGdnQ3ceEhmzZo1bNiwwTxqttlsREVFMWjQIJ/XMQyD5cuX09nZSX5+PrNmzbrrNdlsNvr27cuoUaN89tfU1JCfn09rayupqank5ubeda2eQOFSRETkAdI77In7vYQvXXp6OnPmzKGuro7g4GCio6O5fv06TU1NjBgxArgRHm8+uf1Zu3fv5uWXX6Z3796sXr2ap5566p7WY7PZsFqt5q7ppx09epQVK1bgdDrJzc0lLS3tnmr1BAqXIiIiD5B7fSL7QXfo0CGCgoJITEz02Ck8ceIELpeLsWPH0tTURH19PYWFhV7zd+7cae5wrlu3jjFjxtzTepxOJ6dPn/ZZ68iRIyxbtoyAgABeeuklkpKS7qlWT6FwKSIiIt3m7bffpq6ujl//+tf069cPgPb2dkpLSwkPD2fatGns37+f0NBQYmNjPeYeP36cjRs30q9fP15//XWio6PveT2VlZU4nU6P927CjdcYFRUVYbFY2LhxI2PHjr3nWj2FwqWIiIh0m8zMTBYvXkx2djYzZ87E7XazZ88eGhsbKS4uJjg42PylnM8eU7/yyiu43W4mTJjA+fPnOX/+vNf1p0+ffkfrMQyDYcOGeb3iaNOmTTidThISEmhpaeHAgQNecydNmmS+Xkk+oXApIiIi3cZqtVJSUsLWrVspLS3FYrEwcuRIioqKGD58uPlLOXl5eR7zmpqazPdH7tu3z+OXfD7tTsPl8ePHmTp1qkfbtWvXzF/7MQwDwzB8zt27d6/CpQ+92tra3Pd7ESIiIj2Fw+EgPDz8fi9DvuIe5L8jvedSRERERPxG4VJERERE/EbhUkRERET8RuFSRERERPxG4VJERERE/EbhUkRERET8RuFSRERERPxG4VJERERE/EbhUkRERET8RuFSRERERPxG4VJERERE/EbhUkRERET8RuFSRERERPxG4VJERES6ld1up6CggClTpjB58mSys7MxDMPn2KqqKqxWK42NjQC0tbVRXFzMM888Q3x8PNOmTWPp0qW89957XnMvXbrEqlWrePrppxk/fjxPP/00a9asweFw+KzV3NyM1WqloqICgK6uLrZs2UJKSgrx8fEkJSWRl5dHdXX1bT/f1atXSU5O5o033riDb+XhYbnfCxAREZGeo6amhoULF/LRRx/x3HPPERkZybvvvkteXh5Llixh7ty5HuNtNhuRkZEMHjwYp9NJTk4O9fX1JCcnM3z4cC5evMju3bs5ceIEW7duJTo6GoArV66QmZnJ1atXefbZZ/n2t7+N3W5n7969lJeXs337dgYMGOBRyzAM+vTpQ2xsLG63m8LCQsrLy0lKSmLevHlcuXKF3bt3k5WVxcaNG7FarV6fr6uri4KCAlpaWr68L/EBp3ApIiIi3Wbt2rV0dnZSUlLC+PHjAZg9ezbLli1j8+bNxMfHExkZaY43DIP4+HgAdu7cid1uZ+nSpTz77LPmmKlTp5KRkcGrr77Khg0bAHj99dd5//33PeoAfPe736WgoIBf/epX/OxnP/NYm81mIy4ujsDAQA4ePEh5eTnp6eksXLjQHDNjxgzmzZvH+vXr2bVrl8d8u93O8uXLsdvtfvq2vpoULkVERB4gb+xffb+XcEtZP1p5T/Obm5upra0lLi7OI/D16tWL9PR0Dh8+zL59+8ww53A4qKurY/HixQCUl5cTGBjIjBkzPK77xBNPMGTIECorK8228vJyBg8e7FEHYOLEifTt29djLIDL5eLUqVO8+OKLAJw8eRKAlJQUj3ERERGMGTOG//iP/6CtrY3+/fsDsH37dkpLSwkNDWX+/Pns2LHjLr+lrz6FSxERkQfInxwP765Xc3MzADExMV59N3cra2trzTbDMAgJCWH06NEArFmzhsuXLxMQEOAx1+12c+XKFXr3/uRRktLSUjo7O73qfPjhh3z44YceY+HGvZ2dnZ1mGF20aBGzZs1i4MCBXte4fPkygMc1zp07R3JyMgsWLKChoUHhUkREROTLFhISAkBHR4dXX1tbG4DHwzY2m41x48YRFBQEwIABA7zukwQ4ePAg77//PhMnTjTbIiIifK5h586dXL9+nXHjxnm0G4bB0KFDzXn9+/c3dyU/7ezZs1RXVxMTE0NYWJjZvmrVKnOdDQ0NPmv3FHpaXERERLpFVFQUYWFhHDt2jPb2do++w4cPA+B0OgG4du0aFRUV5v2Wt2K32ykuLiYgIIDMzMzbjq2oqKCsrIzQ0FBSU1M9+mw22+fWamlpYeXKG7cGZGVlefTdDJaicCkiIiLdxGKxkJGRQWtrK7m5uVRWVtLY2MiuXbvM0Gex3DhUPXPmDB0dHbcNfOfOnWPhwoVcvXqV/Px8nnzyyVuOPXHiBPn5+Xz88cesWrXKY2ezsbGRhoaG29a6ePEiOTk5XLp0ibS0NBITE+/iG+gZdCwuIiLyAPnr8Oj7vYQvVWpqKi6Xi7KyMrKzs4EbR9hr1qxhw4YN5lGzzWYjKiqKQYMG+byOYRgsX76czs5O8vPzmTVr1i1r/q//9b/4xS9+Qa9evfjv//2/exyf36zVt29fRo0a5XN+TU0N+fn5tLa2kpqaSm5u7t189B5D4VJEROQBcq9PZH8VpKenM2fOHOrq6ggODiY6Oprr16/T1NTEiBEjgBvhMSEhwef83bt38/LLL9O7d29Wr17NU089dctaW7ZsYdu2bfTt25e1a9cSFxfnNcZms2G1Ws1d0087evQoK1aswOl0kpubS1pa2l1+6p5Dx+IiIiLSbQ4dOsTRo0fp06cPo0aNYtiwYQQEBFBRUYHL5WLs2LE0NTVRX1/v85h6586drF27ltDQUDZv3nzbYPnKK6+wbds2vvnNb/LLX/7SZ7B0Op2cPn3aZ5A9cuQIP//5z/n444956aWXFCy/IO1cioiISLd5++23qaur49e//jX9+vUDoL29ndLSUsLDw5k2bRr79+8nNDSU2NhYj7nHjx9n48aN9OvXj9dff938NR5f9uzZw1tvvcVjjz3G66+/7vOVQgCVlZU4nU6v92FeuHCBoqIiLBYLGzduZOzYsff2wXsQhUsRERHpNpmZmSxevJjs7GxmzpyJ2+1mz549NDY2UlxcTHBwsPlLOZ89pn7llVdwu91MmDCB8+fPc/78ea/rT58+nQ8//JDXXnsNgEmTJnH69GmvcSEhIUyaNAnDMBg2bJjXK442bdqE0+kkISGBlpYWDhw44HWNSZMmma9Xkk8oXIqIiEi3sVqtlJSUsHXrVkpLS7FYLIwcOZKioiKGDx9u/lJOXl6ex7ympibz/ZH79u1j3759Pq8/ffp0amtr+ctf/gLAv/zLv/gcN2jQICZNmsTx48eZOnWqR9+1a9fMX/AxDAPDMHxeY+/evQqXPvRqa2tz3+9FiIiI9BQOh4Pw8PD7vQz5inuQ/470QI+IiIiI+I3CpYiIiIj4jcKliIiIiPiNwqWIiIiI+I3CpYiIiIj4jcKliIiIiPiNwqWIiIiI+I3CpYiIiIj4jcKliIiIiPiNwqWIiIiI+I3CpYiIiIj4jcKliIiIiPiNwqWIiIh0K7vdTkFBAVOmTGHy5MlkZ2djGIbPsVVVVVitVhobGwFoa2ujuLiYZ555hvj4eKZNm8bSpUt57733vOZevnyZX/ziFzzzzDNMmDCB+fPns3v3btxut89azc3NWK1WKioqAOjq6mLLli2kpKQQHx9PUlISeXl5VFdX3/bzXb16leTkZN544407+FYeHpb7vQARERHpOWpqali4cCEfffQRzz33HJGRkbz77rvk5eWxZMkS5s6d6zHeZrMRGRnJ4MGDcTqd5OTkUF9fT3JyMsOHD+fixYvs3r2bEydOsHXrVqKjowFob29nwYIFNDU1MWvWLB577DGOHz/O2rVrsdvt/OxnP/Nam2EY9OnTh9jYWNxuN4WFhZSXl5OUlMS8efO4cuUKu3fvJisri40bN2K1Wr2u0dXVRUFBAS0tLV/OF/gVoHApIiIi3Wbt2rV0dnZSUlLC+PHjAZg9ezbLli1j8+bNxMfHExkZaY43DIP4+HgAdu7cid1uZ+nSpTz77LPmmKlTp5KRkcGrr77Khg0bANixYwcNDQ38wz/8Az/4wQ8ASElJIT8/n927dzN37lyPOnAjyMbFxREYGMjBgwcpLy8nPT2dhQsXmmNmzJjBvHnzWL9+Pbt27fKYb7fbWb58OXa73Y/f2FePjsVFRESkWzQ3N1NbW0tcXJwZLAF69epFeno6LpeLffv2me0Oh4O6ujoSEhIAKC8vJzAwkBkzZnhc94knnmDIkCFUVlaabR999BHDhw8nKSnJY+x3v/td3G43586d82h3uVycOnXKrHXy5EngRiD9tIiICMaMGUN9fT1tbW1m+/bt20lLS8PhcDB//vw7/WoeKtq5FBEReYD85je/ud9LuKVnnnnmnuY3NzcDEBMT49V3cxextrbWbDMMg5CQEEaPHg3AmjVruHz5MgEBAR5z3W43V65coXfvT/bM/v7v/97nGm6GykcffdSjvaqqis7OTjP0Llq0iFmzZjFw4ECva1y+fBnAo965c+dITk5mwYIFNDQ0sGPHDp/1ewKFSxERkQfIw3yvXkhICAAdHR1efTd3AR0Oh9lms9kYN24cQUFBAAwYMIABAwZ4zT148CDvv/8+EydO9Fn3ww8/pLGxkd/97nf89re/JTExke985zseYwzDYOjQoURERADQv39/+vfv73Wts2fPUl1dTUxMDGFhYWb7qlWrzHU2NDTc6ivoERQuRUREpFtERUURFhbGsWPHaG9vp2/fvmbf4cOHAXA6nQBcu3aNioqKW+5A3mS32ykuLiYgIIDMzEyfY15//XV27twJwF//9V/z4osveo2x2WwkJibetlZLSwsrV64EICsry6PvZrAU3XMpIiIi3cRisZCRkUFrayu5ublUVlbS2NjIrl27KCsrIzQ0FIvlxr7XmTNn6OjoMB/m8eXcuXMsXLiQq1evkp+fz5NPPulz3Pe//31efvllfvrTn/LBBx+QlpZGTU2N2d/Y2EhDQ8Nta128eJGcnBwuXbpEWlra5wbRnkw7lyIiItJtUlNTcblclJWVkZ2dDdx4SGbNmjVs2LDBPGq22WxERUUxaNAgn9cxDIPly5fT2dlJfn4+s2bNumXNuLg4ACZOnMj3vvc90tPT2bx5M1u2bDFr9e3bl1GjRvmcX1NTQ35+Pq2traSmppKbm3vXn78nULgUERF5gPh6gORhk56ezpw5c6irqyM4OJjo6GiuX79OU1MTI0aMAG6Ex5tPbn/W7t27efnll+nduzerV6/mqaee+sK1H3/8caKiojweHLLZbFitVnPX9NOOHj3KihUrcDqd5ObmkpaWdoeftudRuBQREXmA3OsT2Q+6Q4cOERQURGJiosdO4YkTJ3C5XIwdO5ampibq6+spLCz0mr9z505zh3PdunWMGTPGa4zb7eb5558nKCiIX/3qV179HR0dPPLII8CNezxPnz7ts9aRI0dYtmwZAQEBvPTSS16vNRLfdM+liIiIdJu3336b1atX88EHH5ht7e3tlJaWEh4ezrRp0zAMg9DQUGJjYz3mHj9+nI0bN9KvXz9KS0t9Bku48d7M8PBwqqurOXHihEffO++8w6VLl5g0aRIAlZWVOJ1Oj/duAly4cIGioiIsFgslJSUKlndAO5ciIiLSbTIzM1m8eDHZ2dnMnDkTt9vNnj17aGxspLi4mODgYPOXcj57TP3KK6/gdruZMGEC58+f5/z5817Xnz59OgAvvvgi/+f//B/+63/9r6SkpPDYY4/xhz/8gf379/Otb32LnJwc4Mbx+7Bhw7xecbRp0yacTicJCQm0tLRw4MABr1qTJk0yX68kn1C4FBERkW5jtVopKSlh69atlJaWYrFYGDlyJEVFRQwfPtz8pZy8vDyPeU1NTeb7I/ft2+fxSz6fdjNcfutb3+LNN9/k9ddfZ9++fVy9epWIiAjmz5/PT37yE/M1SMePH2fq1Kke17h27Zr5az+GYWAYhs9ae/fuVbj0oVdbW5v7fi9CRESkp3A4HISHh9/vZchX3IP8d6R7LkVERETEbxQuRURERMRvFC5FRERExG8ULkVERETEbxQuRURERMRvFC5FRERExG8ULkVERETEbxQuRURERMRvFC5FRERExG8ULkVERETEbxQuRURERMRvFC5FRERExG8ULkVERETEbxQuRUREpFvZ7XYKCgqYMmUKkydPJjs7G8MwfI6tqqrCarXS2NgIQFtbG8XFxTzzzDPEx8czbdo0li5dynvvvfe5dZcvX47VauXixYs++5ubm7FarVRUVADQ1dXFli1bSElJIT4+nqSkJPLy8qiurr5tnatXr5KcnMwbb7zxuWt6GClcioiISLepqakhMzMTm83G008/TU5ODoGBgeTl5fHWW295jbfZbERGRjJ48GCcTic5OTns3r2buLg4CgoKmDFjBidOnCAjIwO73X7Lur/73e/4/e9/f9u1GYZBnz59iI2Nxe12U1hYyLZt2xg2bBhLlixh7ty51NbWkpWVxcmTJ31eo6uri4KCAlpaWu7si3mIWO73AkRERKTnWLt2LZ2dnZSUlDB+/HgAZs+ezbJly9i8eTPx8fFERkaa4w3DID4+HoCdO3dit9tZunQpzz77rDlm6tSpZGRk8Oqrr7JhwwavmhcvXqS4uJigoCA++uijW67NZrMRFxdHYGAgBw8epLy8nPT0dBYuXGiOmTFjBvPmzWP9+vXs2rXLY77dbmf58uW3Dbk9gXYuRUREpFs0NzdTW1tLXFycGSwBevXqRXp6Oi6Xi3379pntDoeDuro6EhISACgvLycwMJAZM2Z4XPeJJ55gyJAhVFZWetW8fv06RUVFPPbYY0yePPmWa3O5XJw6dcqsdXNnMiUlxWNcREQEY8aMob6+nra2NrN9+/btpKWl4XA4mD9//hf8Rh5O2rkUERF5gOya+f/e7yXc0t/sTb2n+c3NzQDExMR49d3craytrTXbDMMgJCSE0aNHA7BmzRouX75MQECAx1y3282VK1fo3dt7z2z79u388Y9/5M033+Sf//mfb7m2qqoqOjs7zdC7aNEiZs2axcCBA73GXr58GcCj3rlz50hOTmbBggU0NDSwY8eOW9Z62ClcioiIPECaqi7d7yV8aUJCQgDo6Ojw6ru5C+hwOMw2m83GuHHjCAoKAmDAgAEMGDDAa+7Bgwd5//33mThxokd7dXU1W7du5cUXX2TIkCG3XZthGAwdOpSIiAgA+vfvT//+/b3GnT17lurqamJiYggLCzPbV61aZa6zoaHhtrUedjoWFxERkW4RFRVFWFgYx44do7293aPv8OHDADidTgCuXbtGRUWFeb/lrdjtdoqLiwkICCAzM9Ns7+zspKioiLFjxzJnzpzPXZvNZvvcWi0tLaxcuRKArKwsj76bwVIULkVERKSbWCwWMjIyaG1tJTc3l8rKShobG9m1axdlZWWEhoZisdw4VD1z5gwdHR23DXznzp1j4cKFXL16lfz8fJ588kmzb/369XzwwQesXLmSXr163XZdjY2NNDQ03LbWxYsXycnJ4dKlS6SlpZGYmHiHn77n0LG4iIiIdJvU1FRcLhdlZWVkZ2cDNx6SWbNmDRs2bDCPmm02G1FRUQwaNMjndQzDYPny5XR2dpKfn8+sWbPMvn/7t3/jt7/9LT/72c8ICgoyj9xdLhdw4z2UbW1t5rG3zWajb9++jBo1ymetmpoa8vPzaW1tJTU1ldzcXH98FQ8thUsREZEHyDdH+w5TD5P09HTmzJlDXV0dwcHBREdHc/36dZqamhgxYgRwIzzefHL7s3bv3s3LL79M7969Wb16NU899ZRH/3/8x38AsG7dOtatW+c1//nnnwc+eSLcZrNhtVrNXdNPO3r0KCtWrMDpdJKbm0taWtrdf/AeQuFSRETkAXKvT2Q/6A4dOkRQUBCJiYkeO4UnTpzA5XIxduxYmpqaqK+vp7Cw0Gv+zp07zR3OdevWMWbMGK8xzz//PNOnT/dq/+d//mfKy8tZvXo1X//614Eb93iePn3aZ60jR46wbNkyAgICeOmll0hKSrqXj95jKFyKiIhIt3n77bepq6vj17/+Nf369QOgvb2d0tJSwsPDmTZtGvv37yc0NJTY2FiPucePH2fjxo3069eP119/nejoaJ81hgwZ4vPp8AMHDgAwatQoHn30UQAqKytxOp0e790EuHDhAkVFRVgsFjZu3MjYsWPv9aP3GAqXIiLB1UWZAAEAAElEQVQi0m0yMzNZvHgx2dnZzJw5E7fbzZ49e2hsbKS4uJjg4GDzl3I+e0z9yiuv4Ha7mTBhAufPn+f8+fNe1/e1Y3k7hmEwbNgwr1ccbdq0CafTSUJCAi0tLWYw/bRJkyaZr1eSTyhcioiISLexWq2UlJSwdetWSktLsVgsjBw5kqKiIoYPH27+Uk5eXp7HvKamJvP9kfv27fP4JZ9Pu9Nwefz4caZOnerRdu3aNfPXfgzDwDAMn3P37t2rcOlDr7a2Nvf9XoSIiEhP4XA4CA8Pv9/LkK+4B/nvSO+5FBERERG/UbgUEREREb9RuBQRERERv1G4FBERERG/UbgUEREREb9RuBQRERERv1G4FBERERG/UbgUEREREb9RuBQRERERv1G4FBERERG/UbgUEREREb9RuBQRERERv1G4FBERERG/sdzvBYiIiEjPYrfb2bJlC5WVlbjdbh5//HGef/55EhISvMZWVVWxYMEC9uzZw+DBg2lra+OXv/wlx44dw+Fw0LdvX8aOHcuCBQv49re/7TG3rKyM0tJSn2t44YUXyMrK8mhrbm7mxz/+Ma+99hpxcXF0dXWxbds2Dh8+zKVLlwgJCWHUqFFkZmYyYsSIW36+q1evMm/ePGbMmOFVoydQuBQREZFuU1NTw8KFC/noo4947rnniIyM5N133yUvL48lS5Ywd+5cj/E2m43IyEgGDx6M0+kkJyeH+vp6kpOTGT58OBcvXmT37t2cOHGCrVu3Eh0dbc6tq6sjJCSEn//8517rGDp0qFebYRj06dOH2NhY3G43hYWFlJeXk5SUxLx587hy5Qq7d+8mKyuLjRs3YrVava7R1dVFQUEBLS0tfvi2vpoULkVERKTbrF27ls7OTkpKShg/fjwAs2fPZtmyZWzevJn4+HgiIyPN8YZhEB8fD8DOnTux2+0sXbqUZ5991hwzdepUMjIyePXVV9mwYYPZfuHCBYYMGcL06dO/0NpsNhtxcXEEBgZy8OBBysvLSU9PZ+HCheaYGTNmMG/ePNavX8+uXbs85tvtdpYvX47dbr/zL+YhonsuRUREpFs0NzdTW1tLXFycGSwBevXqRXp6Oi6Xi3379pntDoeDuro687i8vLycwMBAZsyY4XHdJ554giFDhlBZWWm2dXV18ec//5khQ4Z8obW5XC5OnTpl1jp58iQAKSkpHuMiIiIYM2YM9fX1tLW1me3bt28nLS0Nh8PB/Pnzv1DNh5V2LkVERB4gP9j34B6nHkoeeE/zm5ubAYiJifHqu7lbWVtba7YZhkFISAijR48GYM2aNVy+fJmAgACPuW63mytXrtC79yd7Zna7nY8//tg8Jnc6nQQEBGCx+I4+VVVVdHZ2mqF30aJFzJo1i4EDvT/z5cuXATzqnTt3juTkZBYsWEBDQwM7duz4nG/j4aVwKSIi8gCpcLju9xK+NCEhIQB0dHR49d3cBXQ4HGabzWZj3LhxBAUFATBgwAAGDBjgNffgwYO8//77TJw40Wy7cOECcCP0zZkzh4aGBnr37k1sbCwvvvgijz/+uMc1DMNg6NChREREANC/f3/69+/vVevs2bNUV1cTExNDWFiY2b5q1SpznQ0NDZ/7XTzMdCwuIiIi3SIqKoqwsDCOHTtGe3u7R9/hw4eBGzuMANeuXaOiosK83/JW7HY7xcXFBAQEkJmZabbfDJdnzpwhJSWF4uJiMjMz+eMf/8jf/d3fUVNT43Edm832ubVaWlpYuXIlgNdT4DeDpShcioiISDexWCxkZGTQ2tpKbm4ulZWVNDY2smvXLsrKyggNDTWPrc+cOUNHR8dtA9+5c+dYuHAhV69eJT8/nyeffNLs+973vkd6ejpvvvkmf/M3f8PEiRN54YUXeO2113C5XLzyyivm2MbGRhoaGm5b6+LFi+Tk5HDp0iXS0tJITEz0wzfycNKxuIiIiHSb1NRUXC4XZWVlZGdnAzceklmzZg0bNmwwj5ptNhtRUVEMGjTI53UMw2D58uV0dnaSn5/PrFmzPPonTJjAhAkTvOYNHz6ckSNHcvbsWTo6OggNDcVms9G3b19GjRrls1ZNTQ35+fm0traSmppKbm7uvXwFDz2FSxERkQdIXHjg/V7Cly49PZ05c+ZQV1dHcHAw0dHRXL9+naamJvPl5IZh+HypOsDu3bt5+eWX6d27N6tXr+app566o/pf//rXcbvdfPjhh2a4tFqtPh/2OXr0KCtWrMDpdJKbm0taWtqdf+AeRuFSRETkAXKvT2Q/6A4dOkRQUBCJiYkeO4UnTpzA5XIxduxYmpqaqK+vp7Cw0Gv+zp07zR3OdevWMWbMGK8xbrebjIwM4MYrgj6rvr6e0NBQ/uqv/gqn08np06d91jpy5AjLli0jICCAl156iaSkpHv45D2H7rkUERGRbvP222+zevVqPvjgA7Otvb2d0tJSwsPDmTZtGoZhEBoaSmxsrMfc48ePs3HjRvr160dpaanPYAk33pvZr18/ampqOHr0qEff/v37qa+vZ/r06QQEBFBZWYnT6fR47ybceCCoqKgIi8VCSUmJguUd0M6liIiIdJvMzEwWL15MdnY2M2fOxO12s2fPHhobGykuLiY4ONj8pZzPHlO/8soruN1uJkyYwPnz5zl//rzX9W/+Gs/ixYuprq5m+fLlPPvss3z729/mD3/4A/v372fIkCHk5OQAN47fhw0b5vWKo02bNuF0OklISKClpYUDBw541Zo0aZL5eiX5hMKliIiIdBur1UpJSQlbt26ltLQUi8XCyJEjKSoqYvjw4eYv5eTl5XnMa2pqMt8fuW/fPo9f8vm0m+FyyJAhvPnmm5SWlnLw4EGuXr1KeHg48+fPJyMjg6997WvAjd3QqVOnelzj2rVr5q/9GIaBYRg+a+3du1fh0odebW1t7vu9CBERkZ7C4XAQHh5+v5chX3EP8t+R7rkUEREREb9RuBQRERERv1G4FBERERG/UbgUEREREb9RuBQRERERv1G4FBERERG/UbgUEREREb9RuBQRERERv1G4FBERERG/UbgUEREREb9RuBQRERERv1G4FBERERG/UbgUERGRbmW32ykoKGDKlClMnjyZ7OxsDMPwObaqqgqr1UpjYyMAbW1tFBcX88wzzxAfH8+0adNYunQp7733ns/577zzDj/5yU+YOHEiP/zhD/nZz35GQ0ODz7HNzc1YrVYqKioA6OrqYsuWLaSkpBAfH09SUhJ5eXlUV1ff9vNdvXqV5ORk3njjjS/4jTxcFC5FRESk29TU1JCZmYnNZuPpp58mJyeHwMBA8vLyeOutt7zG22w2IiMjGTx4ME6nk5ycHHbv3k1cXBwFBQXMmDGDEydOkJGRgd1u95hbWlrKypUrCQwMJDc3l5kzZ1JRUUFmZiYXL170qmUYBn369CE2Nha3201hYSHbtm1j2LBhLFmyhLlz51JbW0tWVhYnT570+fm6urooKCigpaXFP1/YV5Dlfi9AREREeo61a9fS2dlJSUkJ48ePB2D27NksW7aMzZs3Ex8fT2RkpDneMAzi4+MB2LlzJ3a7naVLl/Lss8+aY6ZOnUpGRgavvvoqGzZsAOCPf/wj27ZtY8KECaxbt46AgAAArFYr2dnZvPnmmyxdutRjbTabjbi4OAIDAzl48CDl5eWkp6ezcOFCc8yMGTOYN28e69evZ9euXR7z7XY7y5cv9wq5PY12LkVERKRbNDc3U1tbS1xcnBksAXr16kV6ejoul4t9+/aZ7Q6Hg7q6OhISEgAoLy8nMDCQGTNmeFz3iSeeYMiQIVRWVppte/bs4eOPPyY/P98MlgBjxowhKyuL73znOx7XcLlcnDp1yqx1c2cyJSXFY1xERARjxoyhvr6etrY2s3379u2kpaXhcDiYP3/+3Xw9Dw3tXIqIiDxAQlYv/PxB98mHK//xnuY3NzcDEBMT49V3c7eytrbWbDMMg5CQEEaPHg3AmjVruHz5skdYBHC73Vy5coXevT/ZMzt16hTR0dE8+uijwI3w+PHHH/PII4/wwgsveNWvqqqis7PTDL2LFi1i1qxZDBw40Gvs5cuXATzqnTt3juTkZBYsWEBDQwM7duz4At/Iw0nhUkRE5AESYK+530v40oSEhADQ0dHh1XdzF9DhcJhtNpuNcePGERQUBMCAAQMYMGCA19yDBw/y/vvvM3HiROBGkGxsbCQhIYHKykpeffVV/vCHPwAwYsQIXnzxRUaOHOlxDcMwGDp0KBEREQD079+f/v37e9U6e/Ys1dXVxMTEEBYWZravWrXKXOetHhjqKXQsLiIiIt0iKiqKsLAwjh07Rnt7u0ff4cOHAXA6nQBcu3aNiooK837LW7Hb7RQXFxMQEEBmZiYA7e3tfPzxx7z33nvk5uby5JNP8otf/IJFixbR0NBATk6OGTZvstlsn1urpaWFlStXApCVleXRdzNYisKliIiIdBOLxUJGRgatra3k5uZSWVlJY2Mju3btoqysjNDQUCyWG4eqZ86coaOj47aB79y5cyxcuJCrV6+Sn5/Pk08+CcBHH30EwJ/+9CdycnIoLCxk8uTJpKWl8dprr3H9+nU2btxoXqexsZGGhobb1rp48SI5OTlcunSJtLQ0EhMT/fCNPJx0LC4iIiLdJjU1FZfLRVlZGdnZ2cCNh2TWrFnDhg0bzKNmm81GVFQUgwYN8nkdwzBYvnw5nZ2d5OfnM2vWLLPv5vF7QECARzvA448/zsiRIzl79iwffvghISEh2Gw2+vbty6hRo3zWqqmpIT8/n9bWVlJTU8nNzb3n7+FhpnApIiLyALkePfx+L+FLl56ezpw5c6irqyM4OJjo6GiuX79OU1MTI0aMAG6Ex5tPbn/W7t27efnll+nduzerV6/mqaee8uj/2te+Zu6CPvLII17zv/GNb+B2u+no6DDDpdVqNXdNP+3o0aOsWLECp9NJbm4uaWlpfvgGHm4KlyIiIg+Qe30i+0F36NAhgoKCSExM9NgpPHHiBC6Xi7Fjx9LU1ER9fT2FhYVe83fu3GnucK5bt44xY8Z4jenVqxfDhw/n1KlTtLS0eD3x/ec//5mQkBC+/vWv43Q6OX36tM9aR44cYdmyZQQEBPDSSy+RlJTkh2/g4ad7LkVERKTbvP3226xevZoPPvjAbGtvb6e0tJTw8HCmTZuGYRiEhoYSGxvrMff48eNs3LiRfv36UVpa6jNY3vTjH/8Yt9tNaWmp1zXOnTtHUlISvXv3prKyEqfT6fHeTYALFy5QVFSExWKhpKREwfIOaOdSREREuk1mZiaLFy8mOzubmTNn4na72bNnD42NjRQXFxMcHGz+Us5nj6lfeeUV3G43EyZM4Pz585w/f97r+tOnTwfghz/8If/+7//Ob3/7W1pbW5k4cSJ//vOf+dd//VfCw8PNX90xDINhw4Z5veJo06ZNOJ1OEhISaGlp4cCBA161Jk2aZN7fKZ9QuBQREZFuY7VaKSkpYevWrZSWlmKxWBg5ciRFRUUMHz7c/KWcvLw8j3lNTU3m+yP37dvn8Us+n3YzXAL8wz/8A//zf/5PfvOb3/DKK6/Qt29ffvCDH5CTk2OGyePHjzN16lSPa1y7ds38tR/DMDAMw2etvXv3Klz60Kutrc19vxchIiLSUzgcDsLDw+/3MuQr7kH+O9I9lyIiIiLiNwqXIiIiIuI3CpciIiIi4jcKlyIiIiLiNwqXIiIiIuI3CpciIiIi4jcKlyIiIiLiNwqXIiIiIuI3CpciIiIi4jcKlyIiIiLiNwqXIiIiIuI3CpciIiIi4jcKlyIiIiLiN5b7vQARERHpWex2O1u2bKGyshK3283jjz/O888/T0JCgtfYqqoqFixYwJ49exg8eDBtbW388pe/5NixYzgcDvr27cvYsWNZsGAB3/72t815Vqv1c9dx8uRJj383Nzfz4x//mNdee424uDi6urrYtm0bhw8f5tKlS4SEhDBq1CgyMzMZMWLELa979epV5s2bx4wZM8jKyvriX8xDQuFSREREuk1NTQ0LFy7ko48+4rnnniMyMpJ3332XvLw8lixZwty5cz3G22w2IiMjGTx4ME6nk5ycHOrr60lOTmb48OFcvHiR3bt3c+LECbZu3Up0dDQAq1at8ln/xIkTHDhwgMmTJ3v1GYZBnz59iI2Nxe12U1hYSHl5OUlJScybN48rV66we/dusrKy2Lhxo88A29XVRUFBAS0tLX74tr6aFC5FRESk26xdu5bOzk5KSkoYP348ALNnz2bZsmVs3ryZ+Ph4IiMjzfGGYRAfHw/Azp07sdvtLF26lGeffdYcM3XqVDIyMnj11VfZsGEDANOnT/eq3dzczCuvvEJkZCQrV6706rfZbMTFxREYGMjBgwcpLy8nPT2dhQsXmmNmzJjBvHnzWL9+Pbt27fKYb7fbWb58OXa7/R6+oa8+3XMpIiIi3aK5uZna2lri4uLMYAnQq1cv0tPTcblc7Nu3z2x3OBzU1dWZx+Xl5eUEBgYyY8YMj+s+8cQTDBkyhMrKytvWX7duHR988AH/7b/9N0JDQz36XC4Xp06dMmvdPDJPSUnxGBcREcGYMWOor6+nra3NbN++fTtpaWk4HA7mz5//Bb+Rh5N2LkVERB4gH5568X4v4ZZCxm28p/nNzc0AxMTEePXd3K2sra012wzDICQkhNGjRwOwZs0aLl++TEBAgMdct9vNlStX6N371ntmJ0+e5N1332X69OmMGTPGq7+qqorOzk4z9C5atIhZs2YxcOBAr7GXL18G8Kh37tw5kpOTWbBgAQ0NDezYseOWa3nYKVyKiIg8QD7+yx/v9xK+NCEhIQB0dHR49d3cBXQ4HGabzWZj3LhxBAUFATBgwAAGDBjgNffgwYO8//77TJw48Za1//Ef/xGLxUJOTo7PfsMwGDp0KBEREQD079+f/v37e407e/Ys1dXVxMTEEBYWZravWrXKXGdDQ8Mt19ET6FhcREREukVUVBRhYWEcO3aM9vZ2j77Dhw8D4HQ6Abh27RoVFRXm/Za3YrfbKS4uJiAggMzMTJ9jzp49S01NDdOnT+eb3/ymzzE2m+1za7W0tJj3an72KfCbwVIULkVERKSbWCwWMjIyaG1tJTc3l8rKShobG9m1axdlZWWEhoZisdw4VD1z5gwdHR23DXznzp1j4cKFXL16lfz8fJ588kmf4/71X/8VgLS0NJ/9jY2NNDQ03LbWxYsXycnJ4dKlS6SlpZGYmPhFP3aPo2NxERER6Tapqam4XC7KysrIzs4Gbjwks2bNGjZs2GAeNdtsNqKiohg0aJDP6xiGwfLly+ns7CQ/P59Zs2b5HOdyuTAMgyeffJKoqCifY2w2G3379mXUqFE++2tqasjPz6e1tZXU1FRyc3Pv9GP3KAqXIiIiD5DeYU/c7yV86dLT05kzZw51dXUEBwcTHR3N9evXaWpqMl9ObhiGz5eqA+zevZuXX36Z3r17s3r1ap566qlb1jp16hQdHR1MmzbtlmNsNhtWq9XcNf20o0ePsmLFCpxOJ7m5ubfc/ZRPKFyKiIg8QO71iewH3aFDhwgKCiIxMdFjp/DEiRO4XC7Gjh1LU1MT9fX1FBYWes3fuXOnucO5bt06n09+f1pVVRUA3/ve93z2O51OTp8+7bPWkSNHWLZsGQEBAbz00kskJSXdyUftsRQuRUREpNu8/fbb1NXV8etf/5p+/foB0N7eTmlpKeHh4UybNo39+/cTGhpKbGysx9zjx4+zceNG+vXrx+uvv27+Gs/t1NbWEhIScssj8crKSpxOp8d7NwEuXLhAUVERFouFjRs3Mnbs2Lv7wD2QwqWIiIh0m8zMTBYvXkx2djYzZ87E7XazZ88eGhsbKS4uJjg42PylnM8eU7/yyiu43W4mTJjA+fPnOX/+vNf1P/vLPA0NDURERNzyHZiGYTBs2DCvVxxt2rQJp9NJQkICLS0tHDhwwGvupEmTzNcryScULkVERKTbWK1WSkpK2Lp1K6WlpVgsFkaOHElRURHDhw83fyknLy/PY15TU5P5/sh9+/Z5/JLPp302XF65csXnS9tvOn78OFOnTvVou3btmvlrP4ZhYBiGz7l79+5VuPShV1tbm/t+L0JERKSncDgchIeH3+9lyFfcg/x3pPdcioiIiIjfKFyKiIiIiN8oXIqIiIiI3yhcioiIiIjfKFyKiIiIiN8oXIqIiIiI3yhcioiIiIjfKFyKiIiIiN8oXIqIiIiI3yhcioiIiIjfKFyKiIiIiN8oXIqIiIiI3yhcioiIiIjfKFyKiIhIt7Lb7RQUFDBlyhQmT55MdnY2hmH4HFtVVYXVaqWxsRGAtrY2iouLeeaZZ4iPj2fatGksXbqU9957z2vu+++/z5o1a5g+fTrx8fHMnDmT119/nY8++shnrebmZqxWKxUVFQB0dXWxZcsWUlJSiI+PJykpiby8PKqrq2/7+a5evUpycjJvvPHGHXwrDw/L/V6AiIiI9Bw1NTUsXLiQjz76iOeee47IyEjeffdd8vLyWLJkCXPnzvUYb7PZiIyMZPDgwTidTnJycqivryc5OZnhw4dz8eJFdu/ezYkTJ9i6dSvR0dEAtLe388ILL9Dc3MyMGTMYNmwYp06d4le/+hW1tbWUlJR4rc0wDPr06UNsbCxut5vCwkLKy8tJSkpi3rx5XLlyhd27d5OVlcXGjRuxWq1e1+jq6qKgoICWlpYv5wv8ClC4FBERkW6zdu1aOjs7KSkpYfz48QDMnj2bZcuWsXnzZuLj44mMjDTHG4ZBfHw8ADt37sRut7N06VKeffZZc8zUqVPJyMjg1VdfZcOGDQD85je/4eLFi/z0pz/lb//2bwFISUlhzZo1/Pa3v+X48eNm/ZtsNhtxcXEEBgZy8OBBysvLSU9PZ+HCheaYGTNmMG/ePNavX8+uXbs85tvtdpYvX47dbvfjN/bVo2NxERER6RbNzc3U1tYSFxfnEex69epFeno6LpeLffv2me0Oh4O6ujoSEhIAKC8vJzAwkBkzZnhc94knnmDIkCFUVlaabf/3//5fAL7//e97jJ00aRIA58+f92h3uVycOnXKrHXy5EngRiD9tIiICMaMGUN9fT1tbW1m+/bt20lLS8PhcDB//vwv/J08jLRzKSIi8gB5Y//q+72EW8r60cp7mt/c3AxATEyMV9/N3cra2lqzzTAMQkJCGD16NABr1qzh8uXLBAQEeMx1u91cuXKF3r0/2TP71re+BcB//ud/mkflAA0NDQCEh4d7XKOqqorOzk4z9C5atIhZs2YxcOBAr7VevnwZwKPeuXPnSE5OZsGCBTQ0NLBjx47bfhcPM4VLERGRB8ifHA/vkWpISAgAHR0dXn03dwEdDofZZrPZGDduHEFBQQAMGDCAAQMGeM09ePAg77//PhMnTjTbZs6cyZEjR9i4cSOPPPIIMTExnD17lrKyMqKjo5kyZYrHNQzDYOjQoURERADQv39/+vfv71Xr7NmzVFdXExMTQ1hYmNm+atUqc503A2xPpXApIiIi3SIqKoqwsDCOHTtGe3s7ffv2NfsOHz4MgNPpBODatWtUVFTw93//97e9pt1up7i4mICAADIzM832Pn36kJOTw4oVKygoKDDbIyMj2bx5M8HBwR7XsdlsJCYm3rZWS0sLK1fe2L3Nysry6LsZLEX3XIqIiEg3sVgsZGRk0NraSm5uLpWVlTQ2NrJr1y7KysoIDQ3FYrmx73XmzBk6OjrMh3l8OXfuHAsXLuTq1avk5+fz5JNPmn3vvPMOP/3pT3G73SxevJji4mJeeOEFHA4HWVlZ5hE9QGNjIw0NDbetdfHiRXJycrh06RJpaWmfG0R7Mu1cioiISLdJTU3F5XJRVlZGdnY2cOMhmTVr1rBhwwbzqNlmsxEVFcWgQYN8XscwDJYvX05nZyf5+fnMmjXLo//VV1/lkUceYevWrQwePBiAxMRExo0bR05ODhs2bOAXv/iFWatv376MGjXKZ62amhry8/NpbW0lNTWV3Nxcv3wXDyuFSxERkQfIX4dHf/6gr7j09HTmzJlDXV0dwcHBREdHc/36dZqamhgxYgRwIzzefHL7s3bv3s3LL79M7969Wb16NU899ZRHf1tbGy0tLSQkJJjB8qYxY8bwrW99y3xROtwIl1ar1dw1/bSjR4+yYsUKnE4nubm5pKWl3evHf+gpXIqIiDxA7vWJ7AfdoUOHCAoKIjEx0WOn8MSJE7hcLsaOHUtTUxP19fUUFhZ6zd+5c6e5w7lu3TrGjBnjNcZisdCrVy8+/vhjn2u4fv06brcbuHGP5+nTp33WOnLkCMuWLSMgIICXXnqJpKSku/3YPYruuRQREZFu8/bbb7N69Wo++OADs629vZ3S0lLCw8OZNm0ahmEQGhpKbGysx9zjx4+zceNG+vXrR2lpqc9gCdC3b1/+y3/5L1RUVHDhwgWva/zpT3/iu9/9LgCVlZU4nU6vF6pfuHCBoqIiLBYLJSUlCpZ3QDuXIiIi0m0yMzNZvHgx2dnZzJw5E7fbzZ49e2hsbKS4uJjg4GDzl3I+e0z9yiuv4Ha7mTBhAufPn/d6ETrA9OnTAfjZz35GVlYWWVlZpKSk8Nhjj3HhwgX27t3LN77xDfO+ScMwGDZsmNcrjjZt2oTT6SQhIYGWlhYOHDjgVWvSpEnm65XkEwqXIiIi0m2sVislJSVs3bqV0tJSLBYLI0eOpKioiOHDh5u/lJOXl+cxr6mpyXx/5L59+zx+yefTbobLoUOH8k//9E/88pe/ZN++fXzwwQd84xvf4Ec/+hF/93d/Z75E/fjx40ydOtXjGteuXTN/7ccwDAzD8Flr7969Cpc+9Gpra3Pf70WIiIj0FA6Hw+vXYUTu1IP8d6R7LkVERETEbxQuRURERMRvFC5FRERExG8ULkVERETEbxQuRURERMRvFC5FRERExG8ULkVERETEbxQuRURERMRvFC5FRERExG8ULkVERETEbxQuRURERMRvFC5FRERExG8ULkVERETEbxQuRUREpFvZ7XYKCgqYMmUKkydPJjs7G8MwfI6tqqrCarXS2NgIQFtbG8XFxTzzzDPEx8czbdo0li5dynvvvec1t6mpiaKiIqZNm0ZiYiLp6ekcOHDglutqbm7GarVSUVEBQFdXF1u2bCElJYX4+HiSkpLIy8ujurr6tp/v6tWrJCcn88Ybb3zBb+ThYrnfCxAREZGeo6amhoULF/LRRx/x3HPPERkZybvvvkteXh5Llixh7ty5HuNtNhuRkZEMHjwYp9NJTk4O9fX1JCcnM3z4cC5evMju3bs5ceIEW7duJTo6GoBLly6RkZHBlStX+NGPfsTw4cOprKykqKiIP/7xj+Tl5XmtzTAM+vT5/9n797AqrwPv/38ryCFQYxHEqCNNUJtEcZQoNXjAjEKiVVOjTRXJU8UDgVaUiNp8NfJ4ykw0orGx1kgaO5MnSqeOxlrFtqMJdW8QFZUBrQgqZkQEQigisgO4f3/44647e+NxR0A/r+vqZbPWutda977843Otw+1j9OvXD6vVyvz58zl06BAjRoxg8uTJfPXVV2zfvp1Zs2axbt06QkJC7Pqora0lMTGR0tLSb+cHbAUULkVEROSBeeedd6ipqeG9997j+eefB+DHP/4xixYt4pe//CWhoaF0797daG8ymQgNDQVg69atFBYW8uabbzJ+/HijzciRI5k2bRrvv/8+a9euBeC9996joqKCX/ziF7zyyisATJw4kc6dO/Pxxx8TFhZGcHCwzdzMZjMDBw6kXbt27Nu3j0OHDjF16lTi4uKMNuPGjWPy5MmsWbOG1NRUm+cLCwtZvHgxhYWFTvzFWh9ti4uIiMgDcfnyZU6dOsXAgQONYAnQpk0bpk6dSl1dHbt37zbKy8rKKCgoYPDgwQAcOnSIdu3aMW7cOJt+n376aZ566imys7MBqKurw2Qy8U//9E82IRRg2rRpAOzYscOmvK6ujiNHjhhjZWVlATBhwgSbdv7+/gQHB3Pu3DkqKyuN8i1bthAVFUVZWRmRkZF3/ds8TLRyKSIi0oJ8+umnzT2FJr388sv39fzly5cB6Nmzp11d42rlqVOnjDKTyYSnpyf9+/cHYPny5VRUVODi4mLzrNVq5auvvqJt2xtrZpWVlVgsFnr06EGbNm1s2n7nO9/hu9/9LidPnrQpP3bsGDU1NUbonT17NhMnTqRTp052c62oqAAwxgM4ffo0Y8aMISYmhqKiIj755JM7+EUeTgqXIiIiLcjDfFbP09MTgKtXr9rVNa4ClpWVGWVms5kBAwbg5uYGgK+vL76+vnbP7tu3j/LycoYNG3bbcRoaGrhy5Qq1tbU25SaTiR49euDv7w9Ahw4d6NChg93zJ06cIDc3l549e9K+fXujfOnSpcY8i4qKHP8Ajwhti4uIiMgD8eSTT9K+fXsOHjxIdXW1Td1f/vIXACwWCwD19fUcPnzYOG/ZlMLCQlavXo2LiwvTp08HwNvbm8DAQE6cOMGlS5ds2n/22WfU19cb4zQym823Hau0tJQlS5YAMGvWLJu6xmApCpciIiLygLi6ujJt2jS+/PJL4uPjyc7O5uLFi6SmpvLhhx/i5eWFq+uNTdXjx49z9erVWwa+06dPExcXx5UrV5g3bx7PPPOMUTdr1iwsFgtz5swhIyOD4uJi9uzZw7/+67/Svn17YxyAixcvUlRUdMuxiouLiY2N5dKlS0RFRREWFuaEX+ThpG1xEREReWCmTJlCXV0dH374Ia+//jpw45LM8uXLWbt2rbHVbDabefLJJ3niiScc9mMymVi8eDE1NTXMmzePiRMn2tS/8MILvPXWW6xbt445c+YA8PjjjzNnzhz+9Kc/2dzoNpvNeHt707dvX4djnTx5knnz5vHll18yZcoU4uPj7/t3eJgpXIqIiLQgji6QPGymTp3Kq6++SkFBAR4eHgQGBtLQ0EBJSQl9+vQBboTHxpvb37R9+3beffdd2rZty7Jly3jxxRcdths7diwRERGcOXOGtm3b0qNHD9zc3Ni8eTPdunUz2pnNZkJCQmxWMxt9/vnnvPXWW1gsFuLj44mKinLCL/BwU7gUERFpQe73RnZL9+c//xk3NzfCwsJsVgozMzOpq6vjueeeo6SkhHPnzjF//ny757du3WqscK5atcruW5WNTCYTVVVVjBo1ygisAGfPnqWkpIQf/vCHwI0znkePHnU41v79+1m0aBEuLi68/fbbjBgx4n5f/5GgcCkiIiIPzO9//3sKCgr4r//6Lx5//HEAqqur2bRpE35+fkRERPDHP/4RLy8v+vXrZ/NsRkYG69at4/HHH+fXv/618a/xOPLnP/+ZtLQ0evfubXzmqK6ujvXr1+Pu7m58vzI7OxuLxWLz3U2AM2fOkJSUhKurK+vWreO5555z4q/wcFO4FBERkQdm+vTpzJkzh9dff50f/ehHWK1WduzYwcWLF1m9ejUeHh7Gv5TzzW3q5ORkrFYrQ4cOJT8/n/z8fLv+R40aBcBrr73GgQMHmD17Nj/+8Y/x8PBg79695ObmsmjRIuOTRiaTiV69etl94mj9+vVYLBYGDx5MaWmpw3+TfPjw4cZnj+QfFC5FRETkgQkJCeG9994jJSWFTZs24erqSlBQEElJSTz77LPGv5TzzX/7u6SkxPh+5O7du23+JZ+bNYbLwMBANm7cyKZNm/jtb3/L9evX6dWrF+vXr+cHP/iB0T4jI4ORI0fa9FFfX2/8az8mkwmTyeRwrJ07dypcOtCmsrLS2tyTEBEReVSUlZXh5+fX3NOQVq4l/z3Sdy5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRETkgSosLCQxMZF/+Zd/4YUXXuD111/HZDI5bHvs2DFCQkK4ePEiAFevXmXDhg1MmDCBoUOHMnHiRLZs2UJ9fb3ds7W1tWzatIlXXnnFaPvxxx/T0NDgcKzLly8TEhLC4cOHjec3btzIhAkTCA0NZcSIESQkJJCbm3vL97ty5Qpjxozhgw8+uJuf5aGhcCkiIiIPzMmTJ5k+fTpms5nRo0cTGxtLu3btSEhIYNu2bXbtzWYz3bt3p2vXrtTX15OQkMDHH3/MgAEDSEhIoE+fPvzqV79i/vz5Ns9dv36dX/ziF/zmN78hODiYN954gx49erB+/Xreeecdh3MzmUw89thj9OvXD6vVyvz58/noo4/o1asXb7zxBpMmTeLUqVPMmjWLrKwsh33U1taSmJhIaWnp/f9YrZRrc09AREREHh3vvPMONTU1vPfeezz//PMA/PjHP2bRokX88pe/JDQ0lO7duxvtTSYToaGhAOzdu5fjx4/z85//nP/zf/4PAK+88gre3t787ne/Iysri5CQEAD++7//G7PZzM9+9jN++tOfAjB+/Hj+9V//lR07djBu3Dj69OljMzez2czAgQNp164d+/bt49ChQ0ydOpW4uDijzbhx45g8eTJr1qwhNTXV5vnCwkIWL15MYWGhk3+11kUrlyIiIvJAXL58mVOnTjFw4EAjWAK0adOGqVOnUldXx+7du43ysrIyCgoKGDx4MADV1dX06NGDl19+2abfH/zgBwD87W9/M8r++Mc/0q5dO1599VWbto2h9OZxAOrq6jhy5IgxVuPK5IQJE2za+fv7ExwczLlz56isrDTKt2zZQlRUFGVlZURGRt75j/IQ0sqliIhIC5L6o//X3FNo0k92Trmv5y9fvgxAz5497eoaVytPnTpllJlMJjw9Penfvz8AkydPZvLkyXbPnj59GoAnnnjCKMvNzSUwMBBPT0+btl27duW73/0ueXl5NuXHjh2jpqbGCL2zZ89m4sSJdOrUyW68iooKANq2/cca3enTpxkzZgwxMTEUFRXxySefNPUzPPQULkVERFqQkmOXmnsK35rGoHf16lW7usZVwLKyMqPMbDYzYMAA3Nzc7NpbLBYuXbrEZ599xm9+8xt69+7N8OHDgRvnHquqqoxQ+k2dOnWiuLjYpsxkMtGjRw/8/f0B6NChAx06dLB79sSJE+Tm5tKzZ0/at29vlC9dutSYZ1FRURO/wKNB4VJEREQeiCeffJL27dtz8OBBqqur8fb2Nur+8pe/ADdCI0B9fT2HDx/m5z//ucO+du7cyZo1awD47ne/y8KFC2nXrh1wY/sc4LHHHnP4rIeHB9euXbMpM5vNhIWF3XL+paWlLFmyBIBZs2bZ1DkKwI8qnbkUERGRB8LV1ZVp06bx5ZdfEh8fT3Z2NhcvXiQ1NZUPP/wQLy8vXF1vrHsdP36cq1evGpd5vqlPnz6sXr2axMRE3NzcmD59On/9618BsFqtNn9+k9VqxcXFxfjvixcvUlRU1ORYAMXFxcTGxnLp0iWioqJuG0QfZVq5FBERkQdmypQp1NXV8eGHH/L6668DNy7JLF++nLVr1xpbzWazmSeffNLmHOXNevfubfz/sLAwJk2axLvvvsvQoUONFcva2lqHz9bW1uLl5WX8t9lsxtvbm759+zpsf/LkSebNm8eXX37JlClTiI+Pv/sXf4QoXIqIiLQgnfs7DlMPk6lTp/Lqq69SUFCAh4cHgYGBNDQ0UFJSYnweyGQyGTe3b6fxBvdf//pXKisrjfOSTX1rsrS01Ca0ms1mQkJCjFXTm33++ee89dZbWCwW4uPjiYqKuoc3frQoXIqIiLQg93sju6X785//jJubG2FhYTYrhZmZmdTV1fHcc89RUlLCuXPn7D6MnpCQwNmzZ9m+fbtdEKypqaFt27bG2cfevXtz5MgRamtr8fDwMNpdvHiRyspKXnzxReDGGc+jR4/ajQWwf/9+Fi1ahIuLC2+//TYjRoxw2u/wMNOZSxEREXlgfv/737Ns2TL+/ve/G2XV1dVs2rQJPz8/IiIiMJlMeHl50a9fP5tnn3jiCS5dusQf/vAHm/Jjx45x7NgxBg4caGyJv/TSS1gsFrsPnf/7v/87AGPGjAEgOzsbi8Vi891NgDNnzpCUlISrqyvvvfeeguVd0MqliIiIPDDTp09nzpw5vP766/zoRz/CarWyY8cOLl68yOrVq/Hw8DD+pZxvrk7OmDEDs9nM6tWrOX36NN///vc5e/YsO3bsoEOHDixYsMBoGxERwaeffsqvfvUriouLefbZZ8nMzOS///u/+fGPf8z3v/994Mb2e69evfD19bUZa/369VgsFgYPHkxpaSl79+61e5fhw4fbfUdTFC5FRETkAQoJCeG9994jJSWFTZs24erqSlBQEElJSTz77LPGv5STkJBg96yPjw8fffQRmzZt4q9//SuffvopHTt25Ic//CEzZszAz8/PaNumTRvWrFnD5s2b+dOf/sQf//hHunTpQkJCAj/5yU+MdhkZGYwcOdJmnPr6erKzs4Eb4dNkMjl8l507dypcOtCmsrLS8T19ERERcbqysjKbECRyL1ry3yOduRQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERkWaRm5vLoEGDOHr0qF1dSUkJSUlJjB49mmHDhhEdHU16enqTfe3Zs4chQ4ZQW1trV1dcXExYWBi7d+9u8vnLly8TEhLC4cOHAaitrWXjxo1MmDCB0NBQRowYQUJCArm5ubd8pytXrjBmzBg++OCDW7Z7mClcioiIyAN34cIFFixYwPXr1+3qysvLiYmJIT09nbFjxxIfH099fT2JiYmkpaU57M9sNtO/f388PDxsyisqKkhISODatWu3nI/JZOKxxx6jX79+WK1W5s+fz0cffUSvXr144403mDRpEqdOnWLWrFlkZWU57KO2tpbExERKS0vv8Fd4OLk29wRERETk0XLgwAFWrlxJVVWVw/qUlBRKSkrYvHkzffv2BWDs2LFER0eTnJxMWFgYnp6eRvuGhgYyMzOZMWOGTT/Hjh1jyZIlXL58+bZzMpvNDBw4kHbt2rFv3z4OHTrE1KlTiYuLM9qMGzeOyZMns2bNGlJTU22eLywsZPHixRQWFt7x7/Cw0sqliIiIPDAJCQksXLiQjh07EhERYVff0NBAWloaQUFBRrAEcHd3Z9KkSVRWVnLw4EGbZ/Ly8qiqqiI0NNQoW7VqFTExMVitVsaPH3/LOdXV1XHkyBEGDx4MYKxMTpgwwaadv78/wcHBnDt3jsrKSqN8y5YtREVFUVZWRmRk5J39EA8xrVyKiIi0IOG7W+6W6p/HdLrvPs6fP09cXByRkZFs2bLFrv7s2bPU1NTQp08fu7revXsDN85qhoeHG+Umk4lu3brRvXt3o+zMmTNERUURHR3NZ599xo4dO5qc07Fjx6ipqeH5558HYPbs2UycOJFOnezft6KiAoC2bf+xPnf69GnGjBlDTEwMRUVFfPLJJ7f5FR5uCpciIiItyOGyuuaewrcqNTUVNze3Jusbzyt27tzZrq4x7BUXF9uUm81mm1VLgA0bNtxynJuZTCZ69OiBv78/AB06dKBDhw527U6cOEFubi49e/akffv2RvnSpUuNsYqKiu5ozIeZtsVFRETkgbld4KuurgawOVPZqPGyzs03wsvLy8nPzze2tO90nJs5CqffVFpaypIlSwCYNWvWPY/1KFC4FBERkRbDarXa/OnIzVvSGRkZuLm5ERwcfE/jXbx4kaKioluGy+LiYmJjY7l06RJRUVGEhYXd01iPCoVLERERaTG8vLwAsFgsdnWNK5be3t5GmclkYsCAAbi7u9/TeGazGW9vb5vLQzc7efIk06dP54svvmDKlCnEx8ff0ziPEp25FBERaUEG+rVr7ik0qy5dugA4/HxQY1nj2cj6+nqysrKIjY295/HMZjMhISG4utpHos8//5y33noLi8VCfHw8UVFR9zzOo0ThUkREpAVxxo3s1iwgIABvb2/y8vLs6hrLgoKCAMjJyaG6uvq25yWbYrFYOHr0KPPnz7er279/P4sWLcLFxYW3336bESNG3NMYjyJti4uIiEiL4erqSnh4OMePHycnJ8cot1gsbNu2DR8fHyNMms1mAgIC6Nq16z2NlZ2djcViMT5B1OjMmTMkJSXh6urKe++9p2B5l7RyKSIiIi3KzJkzSU9PZ86cOURGRuLj48OuXbsoLCxkxYoVxvnKO7nlfSsmk4levXrh6+trU75+/XosFguDBw+mtLSUvXv32j07fPhwhzfaReFSREREWhhfX19SUlLYsGEDqamp1NfXExgYSHJysvHJodLSUgoKCpg7d+49j5ORkcHIkSNtyurr68nOzgZuhE+TyeTw2Z07dypcNqFNZWVl03f9RURExKnKysrw8/Nr7mlIK9eS/x7pzKWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiDSL3NxcBg0axNGjR+3qSkpKSEpKYvTo0QwbNozo6GjS09Ob7GvPnj0MGTKE2tpaAC5dusTSpUsZPXo0zz//PKNHj2b58uWUlZU5fP7y5cuEhIRw+PBhAGpra9m4cSMTJkwgNDSUESNGkJCQQG5u7i3f6cqVK4wZM4YPPvjgTn+Gh47CpYiIiDxwFy5cYMGCBVy/ft2urry8nJiYGNLT0xk7dizx8fHU19eTmJhIWlqaw/7MZjP9+/fHw8ODr776iunTp/OXv/yFkSNHMn/+fF544QXS0tKYNm0a5eXlds+bTCYee+wx+vXrh9VqZf78+Xz00Uf06tWLN954g0mTJnHq1ClmzZpFVlaWwznU1taSmJhIaWnp/f04rZxrc09AREREHi0HDhxg5cqVVFVVOaxPSUmhpKSEzZs307dvXwDGjh1LdHQ0ycnJhIWF4enpabRvaGggMzOTGTNmAPDrX/+a8vJy3nvvPZ5//nmj3Q9+8AMSExP5zW9+w4IFC2zGNJvNDBw4kHbt2rFv3z4OHTrE1KlTiYuLM9qMGzeOyZMns2bNGlJTU22eLywsZPHixRQWFt7fj/MQ0MqliIiIPDAJCQksXLiQjh07EhERYVff0NBAWloaQUFBRrAEcHd3Z9KkSVRWVnLw4EGbZ/Ly8qiqqiI0NBSAQ4cO0bVrV5tgCTBs2DC8vb3Jzs62Ka+rq+PIkSMMHjwYwFiZnDBhgk07f39/goODOXfuHJWVlUb5li1biIqKoqysjMjIyLv8RR4+WrkUERFpQTyXxd2+UTO5tuRX993H+fPniYuLIzIyki1bttjVnz17lpqaGvr06WNX17t3b+DGWc3w8HCj3GQy0a1bN7p37w7Apk2bqKmpsZ//tWtcu3aNtm1t19aOHTtGTU2NEUZnz57NxIkT6dSpk10fFRUVADZ9nD59mjFjxhATE0NRURGffPLJ7X6Gh5rCpYiISAviUniyuafwrUpNTcXNza3J+sbzip07d7arawx7xcXFNuVms9lYtYQbK4yObN26lYaGBgYMGGBTbjKZ6NGjh/Fchw4d6NChg93zJ06cIDc3l549e9K+fXujfOnSpcY7FRUVNflujwpti4uIiMgDc6tgCVBdXQ1gc6aykYeHB4BxIxxuXP7Jz883trSbcvjwYT788EO8vLyYMmWKTd03w6kjpaWlLFmyBIBZs2bZ1N3unR41CpciIiLSYlitVps/Hbl5SzojIwM3NzeCg4ObbJ+Zmcm8efO4fv06S5cutVnZvHjxIkVFRbcMl8XFxcTGxnLp0iWioqIICwu7m1d65ChcioiISIvh5eUFgMVisatrXLH09vY2ykwmEwMGDMDd3d1hf7t27eKNN96goaGBFStWMGzYMJt6s9mMt7e3zeWhm508eZLp06fzxRdfMGXKFOLj4+/pvR4lOnMpIiLSgjQEPtvcU2hWXbp0AW581PybGssaVx7r6+vJysoiNjbWYV8bN27ko48+wtvbm3feeYeBAwfatTGbzYSEhODqah+JPv/8c9566y0sFgvx8fFERUXd83s9ShQuRUREWhBn3MhuzQICAvD29iYvL8+urrEsKCgIgJycHKqrqx1uaScnJ7Nt2zY6d+7M2rVrCQwMtGtjsVg4evQo8+fPt6vbv38/ixYtwsXFhbfffpsRI0bc76s9MrQtLiIiIi2Gq6sr4eHhHD9+nJycHKPcYrGwbds2fHx8jDBpNpsJCAiga9euNn3s2LGDbdu20a1bN1JSUhwGS4Ds7GwsFovd9zDPnDlDUlISrq6uvPfeewqWd0krlyIiItKizJw5k/T0dObMmUNkZCQ+Pj7s2rWLwsJCVqxYYZyvdHTL+9q1a2zYsAGA4cOHO/x3yz09PRk+fDgmk4levXrh6+trU79+/XosFguDBw+mtLSUvXv32vUxfPhwhzfaReFSREREWhhfX19SUlLYsGEDqamp1NfXExgYSHJysvHJodLSUgoKCpg7d67Ns6dOnTL+WcmPP/7YYf9PPPEEw4cPJyMjg5EjR9rU1dfXG/+Cj8lkwmQyOexj586dCpdNaFNZWdn0XX8RERFxqrKyMvz8/Jp7GtLKteS/RzpzKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIs0iNzeXQYMGcfToUbu6kpISkpKSGD16NMOGDSM6Opr09PQm+9qzZw9DhgyhtrYWgIqKCv7t3/6Nl19+maFDhxIZGcn27duxWq0On798+TIhISEcPnwYgNraWjZu3MiECRMIDQ1lxIgRJCQkkJube8t3unLlCmPGjOGDDz6405/hoaNwKSIiIg/chQsXWLBgAdevX7erKy8vJyYmhvT0dMaOHUt8fDz19fUkJiaSlpbmsD+z2Uz//v3x8PCgurqamJgY/vjHP/Iv//IvzJ07ly5duvDOO++wevVqh8+bTCYee+wx+vXrh9VqZf78+Xz00Uf06tWLN954g0mTJnHq1ClmzZpFVlaWwz5qa2tJTEyktLT03n+Yh4Brc09AREREHi0HDhxg5cqVVFVVOaxPSUmhpKSEzZs307dvXwDGjh1LdHQ0ycnJhIWF4enpabRvaGggMzOTGTNmAPDJJ59QVFTEypUrCQ8PB2DChAnMmzeP7du3M2nSJLp3724zptlsZuDAgbRr1459+/Zx6NAhpk6dSlxcnNFm3LhxTJ48mTVr1pCammrzfGFhIYsXL6awsPD+f6BWTiuXIiIi8sAkJCSwcOFCOnbsSEREhF19Q0MDaWlpBAUFGcESwN3dnUmTJlFZWcnBgwdtnsnLy6OqqorQ0FAAvv76a5599llGjBhh0+4HP/gBVquV06dP25TX1dVx5MgRBg8eDGCsTE6YMMGmnb+/P8HBwZw7d47KykqjfMuWLURFRVFWVkZkZORd/iIPH61cioiItCDXjsxt7ik0yXPAuvvu4/z588TFxREZGcmWLVvs6s+ePUtNTQ19+vSxq+vduzdw46xm44ok3NjS7tatm7Ea+fOf/9zh2I2hskuXLjblx44do6amhueffx6A2bNnM3HiRDp16mTXR0VFBQBt2/5jfe706dOMGTOGmJgYioqK+OSTT5p8/0eBwqWIiEgLcr3qb809hW9Vamoqbm5uTdY3nlfs3LmzXV1j2CsuLrYpN5vNxqrlN127do2LFy+yZ88e/vCHPxAWFmaE1EYmk4kePXrg7+8PQIcOHejQoYNdXydOnCA3N5eePXvSvn17o3zp0qXGOxUVFTX5bo8KhUsRERF5YG4VLAGqq6sBbM5UNvLw8AAwboTDjcs/+fn5Nmcjb/brX/+arVu3AvBP//RPzJ07166N2WwmLCzslvMqLS1lyZIlAMyaNcum7nbv9KjRmUsRERFpMRo/FdTUJ4PAdks6IyMDNzc3goODHbYdMmQI7777Lj/72c/4+9//TlRUFCdPnjTqL168SFFRUZMrn3BjpTQ2NpZLly4RFRV12yD6qFO4FBERkRbDy8sLAIvFYlfXuGLp7e1tlJlMJgYMGIC7u7vD/gYOHMiwYcP46U9/yoYNG6itreWXv/ylUW82m/H29ra5PHSzkydPMn36dL744gumTJlCfHz8Pb/bo0Lb4iIiIi1I2/ZPN/cUmlXjZZvLly/b1TWWNZ6NrK+vJysri9jY2Dvq+/vf/z5PPvkkp06dMsrMZjMhISG4utpHos8//5y33noLi8VCfHw8UVFRd/0+jyKFSxERkRbEGTeyW7OAgAC8vb3Jy8uzq2ssCwoKAiAnJ4fq6mqbLW2r1cprr72Gm5sbv/nNb+z6uHr1qrHKabFYOHr0KPPnz7drt3//fhYtWoSLiwtvv/223WeNpGnaFhcREZEWw9XVlfDwcI4fP05OTo5RbrFY2LZtGz4+PkaYNJvNBAQE0LVrV6NdmzZt8PPzIzc3l8zMTJu+09LSuHTpEsOHDwcgOzsbi8VifIKo0ZkzZ0hKSsLV1ZX33ntPwfIuaeVSREREWpSZM2eSnp7OnDlziIyMxMfHh127dlFYWMiKFSuMlcemPkE0d+5c/ud//oeFCxcyYcIEunXrRl5eHn/84x8JCAgwttFNJhO9evXC19fX5vn169djsVgYPHgwpaWl7N27126M4cOHO7zRLgqXIiIi0sL4+vqSkpLChg0bSE1Npb6+nsDAQJKTk41/Rae0tJSCggKHnxYKCAjgt7/9Lb/+9a/ZvXs3V65cwd/fn8jISKKjo40LQRkZGYwcOdLm2fr6erKzs4Eb4dNkMjmc486dOxUum9CmsrKy6bv+IiIi4lRlZWX4+fk19zSklWvJf4905lJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkRERJpFbm4ugwYN4ujRo3Z1JSUlJCUlMXr0aIYNG0Z0dDTp6elN9rVnzx6GDBlCbW2tw/rFixcTEhJCcXGxw/rLly8TEhLC4cOHAaitrWXjxo1MmDCB0NBQRowYQUJCArm5ubd8pytXrjBmzBg++OCDW7Z7mClcioiIyAN34cIFFixYwPXr1+3qysvLiYmJIT09nbFjxxIfH099fT2JiYmkpaU57M9sNtO/f388PDzs6vbs2cOf/vSnW87HZDLx2GOP0a9fP6xWK/Pnz+ejjz6iV69evPHGG0yaNIlTp04xa9YssrKyHPZRW1tLYmIipaWld/ALPLxcm3sCIiIi8mg5cOAAK1eupKqqymF9SkoKJSUlbN68mb59+wIwduxYoqOjSU5OJiwsDE9PT6N9Q0MDmZmZzJgxw66v4uJiVq9ejZubG19//XWTczKbzQwcOJB27dqxb98+Dh06xNSpU4mLizPajBs3jsmTJ7NmzRpSU1Ntni8sLGTx4sUUFhbe1W/xMNLKpYiIiDwwCQkJLFy4kI4dOxIREWFX39DQQFpaGkFBQUawBHB3d2fSpElUVlZy8OBBm2fy8vKoqqoiNDTUrq+kpCS6devGCy+80OSc6urqOHLkCIMHDwYwViYnTJhg087f35/g4GDOnTtHZWWlUb5lyxaioqIoKysjMjLyzn6Ih5hWLkVERFqQD/64rLmn0KRZP1xy332cP3+euLg4IiMj2bJli1392bNnqampoU+fPnZ1vXv3Bm6c1QwPDzfKTSYT3bp1o3v37jbtt2zZwt/+9jd++9vf8h//8R9NzunYsWPU1NTw/PPPAzB79mwmTpxIp06d7NpWVFQA0LbtP9bnTp8+zZgxY4iJiaGoqIhPPvnkFr/Aw0/hUkREpAX5ouzh3lZNTU3Fzc2tyfrG84qdO3e2q2sMe9+8lGM2m+1WLXNzc0lJSWHu3Lk89dRTt5yTyWSiR48e+Pv7A9ChQwc6dOhg1+7EiRPk5ubSs2dP2rdvb5QvXbrUeKeioqJbjvUo0La4iIiIPDC3CpYA1dXVADZnKhs1Xta5+UZ4eXk5+fn5xpY2QE1NDUlJSTz33HO8+uqrt52To3D6TaWlpSxZcmPldtasWTZ1t3unR41WLkVERKTFsFqtNn86cvOWdEZGBm5ubgQHBxtla9as4e9//zsbN26kTZs2txzv4sWLFBUV3TJcFhcXM3v2bC5dukRUVBRhYWF3+jqPJK1cioiISIvh5eUFgMVisatrXLH09vY2ykwmEwMGDMDd3R24cRP9D3/4A6+//jpubm5UVlZSWVlJXV0dcOM7lDdfxjGbzXh7e9tcHrrZyZMnmT59Ol988QVTpkwhPj7eKe/5MNPKpYiISAvyT36BzT2FZtWlSxfgxkfNv6mxrPFsZH19PVlZWcTGxhptGj+0vmrVKlatWmXXx2uvvQb840a42WwmJCQEV1f7SPT555/z1ltvYbFYiI+PJyoq6n5e7ZGhcCkiItKCOONGdmsWEBCAt7c3eXl5dnWNZUFBQQDk5ORQXV1ts6X92muvMWrUKLtn/+M//oNDhw6xbNkyfHx8gBuro0ePHmX+/Pl27ffv38+iRYtwcXHh7bffZsSIEU55v0eBwqWIiIi0GK6uroSHh7Nz505ycnKM7WqLxcK2bdvw8fExwqTZbCYgIICuXbsazz/11FMOb4fv3bsXgL59+xqro9nZ2VgsFuMTRI3OnDlDUlISrq6urFu3jueee+5bedeHlcKliIiItCgzZ84kPT2dOXPmEBkZiY+PD7t27aKwsJAVK1YY5yvv5Jb3rZhMJnr16oWvr69N+fr167FYLAwePJjS0lIjmN5s+PDhDm+0i8KliIiItDC+vr6kpKSwYcMGUlNTqa+vJzAwkOTkZOOTQ6WlpRQUFDB37tx7HicjI4ORI0falNXX15OdnQ3cCJ8mk8nhszt37lS4bEKbysrKpu/6i4iIiFOVlZXh5+fX3NOQVq4l/z3Sp4hERERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERKRZ5ObmMmjQII4ePWpXV1JSQlJSEqNHj2bYsGFER0eTnp7eZF979uxhyJAh1NbWAvDhhx8SEhLi8H8ffPCB3fOXL18mJCSEw4cPA1BbW8vGjRuZMGECoaGhjBgxgoSEBHJzc2/5TleuXGHMmDEOx3hUuDb3BEREROTRc+HCBRYsWMD169ft6srLy4mJiaGqqopXX30VPz8/du3aRWJiIsuWLeOll16ye8ZsNtO/f388PDwAKCgowNPTk1/84hd2bXv06GFXZjKZeOyxx+jXrx9Wq5X58+dz6NAhRowYweTJk/nqq6/Yvn07s2bNYt26dYSEhNj1UVtbS2JiIqWlpffykzw0FC5FRETkgTpw4AArV66kqqrKYX1KSgolJSVs3ryZvn37AjB27Fiio6NJTk4mLCwMT09Po31DQwOZmZnMmDHDKDtz5gxPPfUUo0aNuqM5mc1mBg4cSLt27di3bx+HDh1i6tSpxMXFGW3GjRvH5MmTWbNmDampqTbPFxYWsnjxYgoLC+/4d3hYaVtcREREHpiEhAQWLlxIx44diYiIsKtvaGggLS2NoKAgI1gCuLu7M2nSJCorKzl48KDNM3l5eVRVVREaGgrcWEH83//9X5566qk7mlNdXR1Hjhxh8ODBAGRlZQEwYcIEm3b+/v4EBwdz7tw5KisrjfItW7YQFRVFWVkZkZGRdzTmw0wrlyIiIi3Ip59+2txTaNLLL798332cP3+euLg4IiMj2bJli1392bNnqampoU+fPnZ1vXv3Bm6c1QwPDzfKTSYT3bp1o3v37sCNVcTr168TGBgIgMViwcXFBVdXx7Hn2LFj1NTU8PzzzwMwe/ZsJk6cSKdOnezaVlRUANC27T/W506fPs2YMWOIiYmhqKiITz755E5+ioeWwqWIiEgL8rCf10tNTcXNza3J+sb379y5s11dY9grLi62KTebzcaqJdzYEocboe/VV1+lqKiItm3b0q9fP+bOncv3v/99m+dNJhM9evTA398fgA4dOtChQwe78U+cOEFubi49e/akffv2RvnSpUuNdyoqKmry3R4V2hYXERGRB+ZWwRKguroawOZMZaPGyzqNN8LhxuWf/Px8Y0sb/hEujx8/zoQJE1i9ejXTp0/nb3/7GzNnzuTkyZM2/X4znDpSWlrKkiVLAJg1a9ZdvdOjRiuXIiIi0mJYrVabPx25eUs6IyMDNzc3goODjbJBgwbh5eVFZGSksQI5bNgwQkNDmT59OsnJyaSkpABw8eJFioqKbhkui4uLmT17NpcuXSIqKoqwsLD7ecWHnsKliIiItBheXl7AjXOS39S4Yunt7W2UmUwmBgwYgLu7u1E2dOhQhg4davf8s88+S1BQECdOnODq1at4eXlhNpvx9va2uTx0s5MnTzJv3jy+/PJLpkyZQnx8/H2936NA4VJERKQFcXSJ5FHSpUsX4MZHzb+psazxbGR9fT1ZWVnExsbecf8+Pj5YrVauXbtmhMuQkBCHl30+//xz3nrrLSwWC/Hx8URFRd3LKz1yFC5FRERaEGfcyG7NAgIC8Pb2Ji8vz66usSwoKAiAnJwcqqurbba0rVYr06ZNA3B4G/3cuXN4eXnx3e9+F4vFwtGjR5k/f75du/3797No0SJcXFx4++23GTFihDNe75GgCz0iIiLSYri6uhIeHs7x48fJyckxyi0WC9u2bcPHx8cIk2azmYCAALp27Wq0a9OmDY8//jgnT57k888/t+n7j3/8I+fOnWPUqFG4uLiQnZ2NxWIxPkHU6MyZMyQlJeHq6sp7772nYHmXtHIpIiIiLcrMmTNJT09nzpw5REZG4uPjw65duygsLGTFihXG+cqmbnnPmTOH3NxcFi9ezPjx4/ne975HXl4ef/zjH3nqqaeMbXSTyUSvXr3w9fW1eX79+vVYLBYGDx5MaWkpe/futRtj+PDhDm+0i8KliIiItDC+vr6kpKSwYcMGUlNTqa+vJzAwkOTkZOOTQ6WlpRQUFDB37ly755966il++9vfsmnTJvbt28eVK1fw8/MjMjKSadOm8Z3vfAe4cdN85MiRNs/W19eTnZ0N3AifJpPJ4Rx37typcNmENpWVlU3f9RcRERGnKisrw8/Pr7mnIa1cS/57pDOXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiLSLHJzcxk0aBBHjx61qyspKSEpKYnRo0czbNgwoqOjSU9Pb7KvPXv2MGTIEGpra42ytLQ0oqOjGTZsGC+99BILFiygqKjI4fOXL18mJCSEw4cPA1BbW8vGjRuZMGECoaGhjBgxgoSEBHJzc2/5TleuXGHMmDF88MEHd/ITPJQULkVEROSBu3DhAgsWLOD69et2deXl5cTExJCens7YsWOJj4+nvr6exMRE0tLSHPZnNpvp378/Hh4eAGzatIklS5bQrl074uPj+dGPfsThw4eZPn06xcXFds+bTCYee+wx+vXrh9VqZf78+Xz00Uf06tWLN954g0mTJnHq1ClmzZpFVlaWwznU1taSmJhIaWnpffwyrZ9rc09AREREHi0HDhxg5cqVVFVVOaxPSUmhpKSEzZs307dvXwDGjh1LdHQ0ycnJhIWF4enpabRvaGggMzOTGTNmAPC3v/2Njz76iKFDh7Jq1SpcXFwACAkJ4fXXX+e3v/0tb775ps2YZrOZgQMH0q5dO/bt28ehQ4eYOnUqcXFxRptx48YxefJk1qxZQ2pqqs3zhYWFLF68mMLCwvv/gVo5rVyKiIjIA5OQkMDChQvp2LEjERERdvUNDQ2kpaURFBRkBEsAd3d3Jk2aRGVlJQcPHrR5Ji8vj6qqKkJDQwHYsWMH169fZ968eUawBAgODmbWrFn07t3b5vm6ujqOHDnC4MGDAYyVyQkTJti08/f3Jzg4mHPnzlFZWWmUb9myhaioKMrKyoiMjLyHX+XhopVLERGRFiT1R/+vuafQpJ/snHLffZw/f564uDgiIyPZsmWLXf3Zs2epqamhT58+dnWNoTA3N5fw8HCj3GQy0a1bN7p37w7AkSNHCAwMpEuXLsCN8Hj9+nXc3d2N1c2bHTt2jJqaGp5//nkAZs+ezcSJE+nUqZNd24qKCgDatv3H+tzp06cZM2YMMTExFBUV8cknn9zpz/FQUrgUERFpQUqOXWruKXyrUlNTcXNza7K+8bxi586d7eoaw943z0yazWZj1bKuro6LFy8yePBgsrOzef/998nLywOgT58+zJ07l6CgIJvnTSYTPXr0wN/fH4AOHTrQoUMHu/FPnDhBbm4uPXv2pH379kb50qVLjXdq6sLQo0Tb4iIiIvLA3CpYAlRXVwPYnKls1HhZ5+Yb4eXl5eTn5xtb2tXV1Vy/fp3z588THx/PM888w7/9278xe/ZsioqKiI2NNcJmo5vDaVNKS0tZsmQJALNmzbqrd3rUaOVSREREWgyr1WrzpyM3b0lnZGTg5uZGcHAwAF9//TUAX3zxBXPmzGHKlH9s5Q8cOJCpU6eybt06Nm/eDMDFixcpKiq6ZbgsLi5m9uzZXLp0iaioKMLCwu79BR8BWrkUERGRFsPLywsAi8ViV9e4Yunt7W2UmUwmBgwYgLu7O/CPFU8XFxcmTpxo8/z3v/99goKCyMnJ4dq1a8CNVUtvb2+by0M3O3nyJNOnT+eLL75gypQpxMfH3+cbPvy0cikiItKCdO7/RHNPoVk1XsK5fPmyXV1jWePZyPr6erKysoiNjTXafOc738HLywtXV1cjcN6sY8eOWK1Wrl69iqenJ2azmZCQEFxd7SPR559/zltvvYXFYiE+Pp6oqCinvOPDTuFSRESkBXHGjezWLCAgAG9vb7tzkYBR1nghJycnh+rqapst7TZt2vDss89y5MgRSktL7W58/+///i+enp74+PhgsVg4evQo8+fPtxtr//79LFq0CBcXF95++21GjBjhzNd8qGlbXERERFoMV1dXwsPDOX78ODk5OUa5xWJh27Zt+Pj4GGHSbDYTEBBA165dbfoYO3YsVquVTZs22ZRnZGRw+vRpRowYQdu2bcnOzsZisRifIGp05swZkpKScHV15b333lOwvEtauRQREZEWZebMmaSnpzNnzhwiIyPx8fFh165dFBYWsmLFCmO7u6lb3i+99BKfffYZf/jDH/jyyy8ZNmwY//u//8t//ud/4ufnZ/yrOyaTiV69euHr62vz/Pr167FYLAwePJjS0lL27t1rN8bw4cMd3mgXhUsRERFpYXx9fUlJSWHDhg2kpqZSX19PYGAgycnJxieHSktLKSgoYO7cuQ77WLlyJb/73e/49NNPSU5Oxtvbm/DwcGJjY40wmZGRwciRI22eq6+vJzs7G7gRPk0mk8P+d+7cqXDZhDaVlZVN3/UXERERpyorK8PPz6+5pyGtXEv+e6QzlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jSuzT0BEREReTTl5uYyY8YMNmzYwHPPPWdTV1JSwsaNGzl8+DDV1dX06NGDqVOnMmzYMId97dmzh7fffpu//OUvTba5WVZWls1/X758mbFjx7JhwwYGDhxIbW0tH330EX/5y1+4dOkSnp6e9O3bl+nTp9OnT58m+71y5QqTJ09m3LhxzJo16w5+hYePwqWIiIg8cBcuXGDBggVcv37drq68vJyYmBiqqqp49dVX8fPzY9euXSQmJrJs2TJeeuklu2fMZjP9+/fHw8ODpUuXOhwzMzOTvXv38sILL9jVmUwmHnvsMfr164fVamX+/PkcOnSIESNGMHnyZL766iu2b9/OrFmzWLduHSEhIXZ91NbWkpiYSGlp6T38Ig8PhUsRERF5oA4cOMDKlSupqqpyWJ+SkkJJSQmbN2+mb9++AIwdO5bo6GiSk5MJCwvD09PTaN/Q0EBmZiYzZswAYNSoUXZ9Xr58meTkZLp3786SJUvs6s1mMwMHDqRdu3bs27ePQ4cOMXXqVOLi4ow248aNY/LkyaxZs4bU1FSb5wsLC1m8eDGFhYV3/4M8ZHTmUkRERB6YhIQEFi5cSMeOHYmIiLCrb2hoIC0tjaCgICNYAri7uzNp0iQqKys5ePCgzTN5eXlUVVURGhra5LirVq3i73//O//f//f/4eXlZVNXV1fHkSNHGDx4MPCPLfMJEybYtPP39yc4OJhz585RWVlplG/ZsoWoqCjKysqIjIy8sx/iIaaVSxERkRYkfHfL3VL985hO993H+fPniYuLIzIyki1bttjVnz17lpqaGofnGnv37g3cOKsZHh5ulJtMJrp160b37t0djpmVlcVf//pXRo0aRXBwsF39sWPHqKmp4fnnnwdg9uzZTJw4kU6d7N+3oqICgLZt/7E+d/r0acaMGUNMTAxFRUV88sknt/gFHn4KlyIiIi3I4bK65p7Ctyo1NRU3N7cm6xvPK3bu3NmurjHsFRcX25SbzeZbrlr+6le/wtXVldjYWIf1JpOJHj164O/vD0CHDh3o0KGDXbsTJ06Qm5tLz549ad++vVG+dOlS452KioqanMejQtviIiIi8sDcKlgCVFdXA9icqWzk4eEB3Lg406i8vJz8/HxjS/ubTpw4wcmTJxk1apTDwAq3D6dwI/Q2ntX85i3w273To0bhUkRERFoMq9Vq86cjN29JZ2Rk4Obm5nC7G+A///M/AYiKinJYf/HiRYqKim4ZLouLi4mNjeXSpUtERUURFhZ22/d4lClcioiISIvReNnGYrHY1TWuWHp7extlJpOJAQMG4O7ubte+rq4Ok8nEM888w5NPPulwPLPZjLe3t83loZudPHmS6dOn88UXXzBlyhTi4+Pv+p0eNTpzKSIi0oIM9GvX3FNoVl26dAFufDromxrLGs9G1tfXk5WV1eRZyiNHjnD16lWHt9Ibmc1mQkJCcHW1j0Sff/45b731FhaLhfj4+CZXP8WWwqWIiEgL4owb2a1ZQEAA3t7e5OXl2dU1lgUFBQGQk5NDdXV1k1vax44dA2DQoEEO6y0WC0ePHmX+/Pl2dfv372fRokW4uLjw9ttvM2LEiHt6n0eRtsVFRESkxXB1dSU8PJzjx4+Tk5NjlFssFrZt24aPj48RJs1mMwEBAXTt2tVhX6dOncLT07PJLfHs7GwsFovxCaJGZ86cISkpCVdXV9577z0Fy7uklUsRERFpUWbOnEl6ejpz5swhMjISHx8fdu3aRWFhIStWrDDOV97ulndRURH+/v42F4BuZjKZ6NWrF76+vjbl69evx2KxMHjwYEpLS9m7d6/ds8OHD3d4o10ULkVERKSF8fX1JSUlhQ0bNpCamkp9fT2BgYEkJycbnxwqLS2loKCAuXPnNtnPV199Rc+ePZusz8jIYOTIkTZl9fX1ZGdnAzfCp8lkcvjszp07FS6b0KaysrLpu/4iIiLiVGVlZfj5+TX3NKSVa8l/j3TmUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSREREmkVubi6DBg3i6NGjdnUlJSUkJSUxevRohg0bRnR0NOnp6U32tWfPHoYMGUJtbS0A5eXlLF++nFGjRhEaGsqPfvQjfv3rX/P11187fP7y5cuEhIRw+PBhAGpra9m4cSMTJkwgNDSUESNGkJCQQG5u7i3f6cqVK4wZM4YPPvjgTn+Gh47CpYiIiDxwFy5cYMGCBVy/ft2urry8nJiYGNLT0xk7dizx8fHU19eTmJhIWlqaw/7MZjP9+/fHw8OD6upqZsyYwZ49exg2bBjz5s3jmWee4Te/+Q3z5893+LzJZOKxxx6jX79+WK1W5s+fz0cffUSvXr144403mDRpEqdOnWLWrFlkZWU57KO2tpbExERKS0vv/Yd5CLg29wRERETk0XLgwAFWrlxJVVWVw/qUlBRKSkrYvHkzffv2BWDs2LFER0eTnJxMWFgYnp6eRvuGhgYyMzOZMWMGAJ9++inFxcX87Gc/46c//SkAEyZMYPny5fzhD38gIyOD559/3mZMs9nMwIEDadeuHfv27ePQoUNMnTqVuLg4o824ceOYPHkya9asITU11eb5wsJCFi9eTGFh4f3/QK2cVi5FRETkgUlISGDhwoV07NiRiIgIu/qGhgbS0tIICgoygiWAu7s7kyZNorKykoMHD9o8k5eXR1VVFaGhocCNVVGAIUOG2LQbPnw4APn5+TbldXV1HDlyhMGDBwMYK5MTJkywaefv709wcDDnzp2jsrLSKN+yZQtRUVGUlZURGRl5pz/FQ0srlyIiIi2I57K42zdqJteW/Oq++zh//jxxcXFERkayZcsWu/qzZ89SU1NDnz597Op69+4N3DirGR4ebpSbTCa6detG9+7dAQgICDD6CgwMNNoVFRUB4OfnZ9PvsWPHqKmpMVYzZ8+ezcSJE+nUqZPdHCoqKgBo2/Yf63OnT59mzJgxxMTEUFRUxCeffHL7H+IhpnApIiLSgrgUnmzuKXyrUlNTcXNza7K+8bxi586d7eoaw15xcbFNudlsNlYtAX70ox+xf/9+1q1bh7u7Oz179uTEiRN8+OGHBAYG8i//8i82z5tMJnr06IG/vz8AHTp0oEOHDnbjnzhxgtzcXHr27En79u2N8qVLlxrv1BhgH2UKlyIiIvLA3CpYAlRXVwPYnKls5OHhAWDcCIcbl3/y8/NtzkY+9thjxMbG8tZbb5GYmGiUd+/enV/+8pdGP43MZjNhYWG3nFdpaSlLliwBYNasWXf1To8anbkUERGRFsNqtdr86cjNW9IZGRm4ubkRHBxslKWlpfGzn/0Mq9XKnDlzWL16NTNmzKCsrIxZs2Zx+fJlo+3FixcpKiqyWfn8puLiYmJjY7l06RJRUVG3DaKPOq1cioiISIvh5eUFgMVisatrXLH09vY2ykwmEwMGDMDd3d0oe//993F3dyclJYWuXbsCEBYWxoABA4iNjWXt2rX827/9G3Bj1dLb29vm8tDNTp48ybx58/jyyy+ZMmUK8fHxznnRh5jCpYiISAvSEPhsc0+hWXXp0gXAZnWxUWNZ49nI+vp6srKyiI2NNdpUVlZSWlrK4MGDjWDZKDg4mICAAOND6XAjXIaEhODqah+JPv/8c9566y0sFgvx8fFERUXd/ws+AhQuRUREWhBn3MhuzQICAvD29iYvL8+urrEsKCgIgJycHKqrq222tF1dXWnTpo3Dj7PDjU8dNW65WywWjh496vDD6vv372fRokW4uLjw9ttvM2LEiPt+t0eFzlyKiIhIi+Hq6kp4eDjHjx8nJyfHKLdYLGzbtg0fHx8jTJrNZgICAmxWKL29vfnnf/5nDh8+zJkzZ2z6zsjI4IsvvuAHP/gBANnZ2VgsFrsPqp85c4akpCRcXV157733FCzvklYuRUREpEWZOXMm6enpzJkzh8jISHx8fNi1axeFhYWsWLHCOF/5zU8QNVqwYAGzZs1i1qxZTJgwgW7dunHmzBl27txJx44djXOTJpOJXr164evra/P8+vXrsVgsDB48mNLSUvbu3Ws3xvDhwx3eaBeFSxEREWlhfH19SUlJYcOGDaSmplJfX09gYCDJycnGv6JTWlpKQUEBc+fOtXu+R48e/Pu//zubN29m9+7d/P3vf6djx4788Ic/ZObMmcZH1DMyMhg5cqTNs/X19WRnZwM3wqfJZHI4x507dypcNqFNZWVl03f9RURExKnKysrs/oUYkbvVkv8e6cyliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIg0i9zcXAYNGsTRo0ft6kpKSkhKSmL06NEMGzaM6Oho0tPTm+xrz549DBkyhNraWpvnIyIiCAsLY+rUqezdu7fJ5y9fvkxISAiHDx8GoLa2lo0bNzJhwgRCQ0MZMWIECQkJ5Obm3vKdrly5wpgxY/jggw/u5Cd4KClcioiIyAN34cIFFixYwPXr1+3qysvLiYmJIT09nbFjxxIfH099fT2JiYmkpaU57M9sNtO/f388PDy4dOkSU6dOJS0tjSFDhjB79my6dOlCUlISa9eudfi8yWTiscceo1+/flitVubPn89HH31Er169eOONN5g0aRKnTp1i1qxZZGVlOeyjtraWxMRESktL7/2HeQi4NvcERERE5NFy4MABVq5cSVVVlcP6lJQUSkpK2Lx5M3379gVg7NixREdHk5ycTFhYGJ6enkb7hoYGMjMzmTFjBgDvvfceFRUV/OIXv+CVV14BYOLEiXTu3JmPP/6YsLAwgoODbcY0m80MHDiQdu3asW/fPg4dOsTUqVOJi4sz2owbN47JkyezZs0aUlNTbZ4vLCxk8eLFFBYW3v8P1Mpp5VJEREQemISEBBYuXEjHjh2JiIiwq29oaCAtLY2goCAjWAK4u7szadIkKisrOXjwoM0zeXl5VFVVERoaSl1dHSaTiX/6p39i/PjxNu2mTZsGwI4dO2zK6+rqOHLkCIMHDwYwViYnTJhg087f35/g4GDOnTtHZWWlUb5lyxaioqIoKysjMjLyLn+Rh49WLkVERFqQa0fmNvcUmuQ5YN1993H+/Hni4uKIjIxky5YtdvVnz56lpqaGPn362NX17t0buHFWMzw83Cg3mUx069aN7t27U1ZWhsVioUePHrRp08bm+e985zt897vf5eTJkzblx44do6amhueffx6A2bNnM3HiRDp16mQ3h4qKCgDatv3H+tzp06cZM2YMMTExFBUV8cknn9zhr/FwUrgUERFpQa5X/a25p/CtSk1Nxc3Nrcn6xvOKnTt3tqtrDHvFxcU25WazmdDQUABju/zq1at2zzc0NHDlyhXj0k8jk8lEjx498Pf3B6BDhw506NDB7vkTJ06Qm5tLz549ad++vVG+dOlS452KioqafLdHhbbFRURE5IG5VbAEqK6uBrA5U9nIw8MDwCYclpeXk5+fb2xpe3t7ExgYyIkTJ7h06ZLN85999hn19fVYLBab8pvDaVNKS0tZsmQJALNmzbqrd3rUKFyKiIhIi2G1Wm3+dOTmLemMjAzc3NxsLujMmjULi8XCnDlzyMjIoLi4mD179vCv//qvtG/fHlfXf2zcXrx4kaKioluGy+LiYmJjY7l06RJRUVGEhYXdzys+9LQtLiIiIi2Gl5cXgN3qIvxjxdLb29soM5lMDBgwAHd3d6PshRde4K233mLdunXMmTMHgMcff5w5c+bwpz/9yeZGt9lsxtvb2+by0M1OnjzJvHnz+PLLL5kyZQrx8fH3/5IPOYVLERGRFqRt+6ebewrNqkuXLsCNj5p/U2NZ49nI+vp6srKyiI2NtWs7duxYIiIiOHPmDG3btqVHjx64ubmxefNmunXrZrQzm82EhITYrGY2+vzzz3nrrbewWCzEx8cTFRXllHd82ClcioiItCDOuJHdmgUEBODt7U1eXp5dXWNZUFAQADk5OVRXV9ttaZtMJqqqqhg1apTNrfOzZ89SUlLCD3/4Q+DG6ujRo0eZP3++3Vj79+9n0aJFuLi48PbbbzNixAinvePDTmcuRUREpMVwdXUlPDyc48ePk5OTY5RbLBa2bduGj4+PESbNZjMBAQF07drVpo8///nPLF26lAsXLhhldXV1rF+/Hnd3d+P7ldnZ2VgsFuMTRI3OnDlDUlISrq6uvPfeewqWd0krlyIiItKizJw5k/T0dObMmUNkZCQ+Pj7s2rWLwsJCVqxYYZyvbOqW92uvvcaBAweYPXs2P/7xj/Hw8GDv3r3k5uayaNEifH19gRsrnL169TL+u9H69euxWCwMHjyY0tJSh/8m+fDhwx3eaBeFSxEREWlhfH19SUlJYcOGDaSmplJfX09gYCDJycnGJ4dKS0spKChg7ty5ds8HBgayceNGNm3axG9/+1uuX79Or169WL9+PT/4wQ+MdhkZGYwcOdLm2fr6erKzs4Eb4dNkMjmc486dOxUum9CmsrKy6bv+IiIi4lRlZWX4+fk19zSklWvJf4905lJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkRERJpFbm4ugwYN4ujRo3Z1JSUlJCUlMXr0aIYNG0Z0dDTp6elN9rVnzx6GDBlCbW2tXV1xcTFhYWHs3r3b4bOVlZWsXr2acePGMXToUCIjI9m1a1eTYx07doyQkBAuXrxo8/zLL79MaGgoERERvPnmm5w/f/6W73+7ebVWrs09AREREXn0XLhwgQULFnD9+nW7uvLycmJiYqiqquLVV1/Fz8+PXbt2kZiYyLJly3jppZfsnjGbzfTv3x8PDw+b8oqKChISErh27ZrDeVy7do34+HgKCgqYOHEi3/ve9/jv//5vVqxYwZdffsm0adMcjtW9e3e6du2KxWIhNjaWc+fOMWbMGJ599lmKi4vZvn07mZmZpKSkEBgYaNfH7ebVmilcioiIyAN14MABVq5cSVVVlcP6lJQUSkpK2Lx5M3379gVg7NixREdHk5ycTFhYGJ6enkb7hoYGMjMzmTFjhk0/x44dY8mSJVy+fLnJufzud7/jb3/7GytWrCAiIgKA8ePHM3fuXFJSUhg9ejT+/v42z5hMJkJDQwHYunUrhYWFvPnmm4wfP95oM3LkSKZNm8b777/P2rVr73perZnCpYiISAvywR+XNfcUmjTrh0vuu4+EhARMJhNPPvkkgwYN4k9/+pNNfUNDA2lpaQQFBRnBEsDd3Z1JkyaxfPlyDh48SHh4uFGXl5dHVVWVEfgAVq1axe9//3s6derE+PHj2bFjh8P57Nmzh06dOhnBEqBNmza89tprZGRkkJaWxk9/+lOjrqysjIKCAubMmQPAoUOHaNeuHePGjbPp9+mnn+app54iOzvbpvxO59WaKVyKiIi0IF+UFTb3FL5V58+fJy4ujsjISLZs2WJXf/bsWWpqaujTp49dXe/evYEbZzVvDpcmk4lu3brRvXt3o+zMmTNERUURHR3NZ5995jDEVVdXc/78eYYPH25X1zh+Xl6eTbnJZMLT05P+/fsDsHz5cioqKnBxcbFpZ7Va+eqrr2jb1vZ6y53Mq7VTuBQREZEHJjU1FTc3tybrS0tLAejcubNdXadOnYAbF2FuZjabbVYtATZs2HDLcRrHslqtdtveAB4eHrRv397hWAMGDDD69vX1xdfX1+75ffv2UV5ezrBhw+56Xq2dbouLiIjIA3O7YFVdXQ1gc6ayUeNlnZtvhJeXl5Ofn8/gwYPvapybx3rssccc1nt4eNhcuKmvr+fw4cN2QfabCgsLWb16NS4uLkyfPv2u59XaKVyKiIhIi2G1Wm3+dOTmreaMjAzc3NwIDg6+7zEdld+83X38+HGuXr16y3B5+vRp4uLiuHLlCvPmzeOZZ56553m1VtoWFxERaUH+yc/+szWPEi8vLwAsFotdXeOKpbe3t1FmMpkYMGAA7u7udz1W44qlo29jNpbfvGVuNpt58skneeKJJxy2N5lMLF68mJqaGubNm8fEiRPvek4PA4VLERGRFsQZN7Jbsy5dugA4/ExPY1lj4KuvrycrK4vY2Nh7HqtNmzbGOc+bXbt2jStXrhjnPOFGePzm9nuj7du38+6779K2bVuWLVvGiy++eE9zehhoW1xERERajICAALy9ve1uacM/bm4HBQUBkJOTQ3V19W3PQDblscce43vf+x4nT560q8vNzQUwPodUUlLCuXPnHI61detW3nnnHby8vPjlL3/5SAdLULgUERGRFsTV1ZXw8HCOHz9OTk6OUW6xWNi2bRs+Pj5GwDObzQQEBNC1a9d7Hm/UqFFcunTJ5nubVquVjz/+GDc3N+P7lyaTCS8vL/r162fzfEZGBuvWrePxxx9n06ZN93X282GhbXERERFpUWbOnEl6ejpz5swhMjISHx8fdu3aRWFhIStWrDDOVzr6BNHdmjRpEnv37mXp0qX87W9/o3v37vzlL38hKyuL+Ph44zNDZrOZgQMH4upqG52Sk5OxWq0MHTqU/Px88vPz7cYYNWrUfc2xtVG4FBERkRbF19eXlJQUNmzYQGpqKvX19QQGBpKcnGyceSwtLaWgoIC5c+fe11geHh78+te/5le/+hV79uzh6tWrBAQE8H//7/9l9OjRANTV1XHkyBESEhJsni0pKaGoqAiA3bt3s3v3bodjPGrhsk1lZWXTd/1FRETEqcrKyvDz82vuaUgr15L/HunMpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiDSL3NxcBg0axNGjR+3qSkpKSEpKYvTo0QwbNozo6GjS09Ob7GvPnj0MGTKE2tpau7ri4mLCwsLYvXv3LeeTkJDA66+/fss2cXFxJCUlGf/9+eefExMTw/DhwxkyZAiTJ08mNTWV69ev37KfVatW8fLLL9+yTWulcCkiIiIP3IULF1iwYIHDEFZeXk5MTAzp6emMHTuW+Ph46uvrSUxMJC0tzWF/ZrOZ/v374+HhYVNeUVFBQkIC165du+V81q9fj8lkumWbmpoaTpw4QWhoKAB79+5l/vz5VFRUMG3aNGbPnk2HDh1Ys2YNK1eubLKf3/3ud/z+97+/5VitmWtzT0BEREQeLQcOHGDlypVUVVU5rE9JSaGkpITNmzfTt29fAMaOHUt0dDTJycmEhYXh6elptG9oaCAzM5MZM2bY9HPs2DGWLFnC5cuXm5xLZWUl//qv/8qBAwduO+9Dhw5x/fp1Bg0axNdff82qVavo1q0b//Ef/2GE2p/85CcsXLiQP/zhD0yYMIFnn33WeL62tpb169c/1MEStHIpIiIiD1BCQgILFy6kY8eORERE2NU3NDSQlpZGUFCQESwB3N3dmTRpEpWVlRw8eNDmmby8PKqqqowVRbix7RwTE4PVamX8+PEO53Lo0CFeeeUV0tPTmTlz5m3nnpGRQe/evXn88cfJzc3l6tWr/PCHP7RbLR01ahQA2dnZRtmZM2d45ZVX+P3vf8/48ePp1KnTbcdrrbRyKSIi0oJ8+umnzT2FJjnjjOD58+eJi4sjMjKSLVu22NWfPXuWmpoa+vTpY1fXu3dv4MZZzfDwcKPcZDLRrVs3unfvbpSdOXOGqKgooqOj+eyzz9ixY4ddf+fOnePZZ5/l5z//OU8//TSbN2++5dzNZrMRVPv06cPvfvc7vvOd79i1q6ioAKBt23+s4V28eBE/Pz+WLl3KwIEDH9rzlqBwKSIi0qKUlpY29xS+Vampqbi5uTVZ3/j+nTt3tqtrXO0rLi62KTebzTarlgAbNmy45TgAr7zyCpMmTbqjeZ85c4bS0lIGDx4MgJubG9/73vfs2tXX15OamgrAc889Z5SHhoYyfPjwOxqrtdO2uIiIiDwwtwt81dXVADZnKhs1bj/ffCO8vLyc/Px8I/Td6Th32qaR2WymY8eOfP/7379lu3feeYdz584xfPhwm7Z3M1Zrp5VLERERaTGsVqvNn47cvN2ckZGBm5sbwcHB3+q8GldH27Rp47D++vXrvPPOO3z66acEBASwaNGib3U+LZlWLkVERKTF8PLyAsBisdjVNa5Yent7G2Umk4kBAwbg7u7+rc2purqanJwcnn/+eYf1165dY8GCBezYsYOnnnqKjRs38vjjj39r82nptHIpIiLSgjzMt4jvRJcuXQAcfj6osczf3x+4cb4xKyuL2NjYb3VOmZmZAAwaNMiurry8nDfeeIO//e1v9O/fn9WrV9O+fftvdT4tncKliIhIC/Iw3yK+EwEBAXh7e5OXl2dX11gWFBQEQE5ODtXV1XaXeZwtIyODvn372qyYAnz55ZfExsZSVFREREQESUlJtGvX7ludS2ugbXERERFpMVxdXQkPD+f48ePk5OQY5RaLhW3btuHj42OESbPZTEBAAF27dv3W5mO1WsnIyLALsA0NDfziF7+gqKiIV155heXLlytY/v9p5VJERERalJkzZ5Kens6cOXOIjIzEx8eHXbt2UVhYyIoVK4zzlY4+QeRsp0+fpry83G6cv/zlL5w4cYL27dvTp08fh/8sZY8ePejZs+e3Or+WSOFSREREWhRfX19SUlLYsGEDqamp1NfXExgYSHJysvHJodLSUgoKCpg7d+63Ohez2UynTp3sQmJWVhYAVVVVLFu2zOGzM2bMeCTDZZvKysqm7/qLiIiIU5WVleHn59fc05BWriX/PdKZSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLERERaRa5ubkMGjSIo0eP2tWVlJSQlJTE6NGjGTZsGNHR0aSnpzfZ1549exgyZAi1tbV2dcXFxYSFhbF7926HzxYUFPCLX/yCiIgIQkNDefnll0lOTqa6utph+2PHjhESEsLFixcBqKysZPXq1bz88suEhoYSERHBm2++yfnz52/5/rebV2vl2twTEBERkUfPhQsXWLBgAdevX7erKy8vJyYmhqqqKl599VX8/PzYtWsXiYmJLFu2jJdeesnuGbPZTP/+/fHw8LApr6ioICEhgWvXrjmcR1FREdOnT8fFxYWJEyfSuXNn/ud//off/e53HDlyhA8//BBPT0+7sbp3707Xrl2xWCzExsZy7tw5xowZw7PPPktxcTHbt28nMzOTlJQUAgMD7ca93bxaM4VLEREReaAOHDjAypUrqaqqclifkpJCSUkJmzdvpm/fvgCMHTuW6OhokpOTCQsLswl8DQ0NZGZmMmPGDJt+jh07xpIlS7h8+XKTc3n33Xepq6vjN7/5jRECX3nlFZ5++mnWrFnD73//e1577TWbZ0wmE6GhoQBs3bqVwsJC3nzzTcaPH2+0GTlyJNOmTeP9999n7dq1dz2v1kzb4iIiIvLAJCQksHDhQjp27EhERIRdfUNDA2lpaQQFBRnBEsDd3Z1JkyZRWVnJwYMHbZ7Jy8ujqqrKCHwAq1atIiYmBqvVahP6blZXV8fx48fp16+f3eri6NGjAcjOzrYpLysro6CggMGDBwNw6NAh2rVrx7hx42zaPf300zz11FN2z9/JvFo7rVyKiIi0IKk/+n/NPYUm/WTnlPvu4/z588TFxREZGcmWLVvs6s+ePUtNTQ19+vSxq+vduzdw46xmeHi4UW4ymejWrRvdu3c3ys6cOUNUVBTR0dF89tln7Nixw64/FxcXtm3bhtVqtaurqKgw2tzMZDLh6elJ//79AVi+fDkVFRV27axWK1999RVt29qu493JvFo7hUsREZEWpOTYpeaewrcqNTUVNze3JutLS0sB6Ny5s11dp06dgBsXYW5mNpttVi0BNmzYcMtxANq2bUvXrl0d1n388ccAPPfcc3ZjDRgwwOjb19cXX19fu+f37dtHeXk5w4YNu+t5tXbaFhcREZEH5nbBqvGG9jcv0QDGZZ2bb4SXl5eTn59vbFPf6Ti3smfPHj799FP8/f15+eWXjfL6+noOHz5sF2S/qbCwkNWrV+Pi4sL06dOdNq/WQuFSREREWozGLWpHW9WNbt5qzsjIwM3NjeDgYKeMv3v3bpYvX46npyfvvPMOjz32mFF3/Phxrl69estwefr0aeLi4rhy5Qrz5s3jmWeeccq8WhNti4uIiEiL4eXlBYDFYrGra1yx9Pb2NspMJhMDBgzA3d39vsf+8MMP2bRpE97e3iQnJ/Pss8/a1JvNZp588kmeeOIJh8+bTCYWL15MTU0N8+bNY+LEifc9p9ZI4VJERKQF6dzfcXB5VHTp0gXA4Wd6Gsv8/f2BG9vUWVlZxMbG3teY9fX1vP322+zevZtOnTqxdu1aevbsadfOZDLZbb832r59O++++y5t27Zl2bJlvPjii/c1p9ZM4VJERKQFccaN7NYsICAAb29v8vLy7Ooay4KCggDIycmhurr6tmcgb6WhoYHFixezf/9+evTowbp164yLQzcrKSnh3LlzzJ8/365u69atrF27lvbt27Nq1SqnbdG3VjpzKSIiIi2Gq6sr4eHhHD9+nJycHKPcYrGwbds2fHx8jDBpNpsJCAho8sb3ndi0aRP79++nd+/efPDBBw6DJdxYtfTy8qJfv3425RkZGaxbt47HH3+cTZs2PfLBErRyKSIiIi3MzJkzSU9PZ86cOURGRuLj48OuXbsoLCxkxYoVxvlKR58guhslJSX8x3/8B23atGH48OH89a9/tWvj4+PDD37wA8xmMwMHDsTV1TY6JScnY7VaGTp0KPn5+eTn59v1MWrUqHueY2ukcCkiIiItiq+vLykpKWzYsIHU1FTq6+sJDAwkOTnZOPNYWlpKQUEBc+fOvedxjh49SkNDA3Dj+5OOBAcHExwczJEjR0hISLCpKykpoaioCLhxy3z37t0O+3jUwmWbysrKpu/6i4iIiFOVlZXh5+fX3NOQVq4l/z3SmUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxEREWkWubm5DBo0iKNHj9rVlZSUkJSUxOjRoxk2bBjR0dGkp6c32deePXsYMmQItbW1dnXFxcWEhYWxe/duh89evHiRt956izFjxhhj/fnPf25yrGPHjhESEsLFixcBqKysZPXq1bz88suEhoYSERHBm2++yfnz52/5/rebV2vl2twTEBERkUfPhQsXWLBgAdevX7erKy8vJyYmhqqqKl599VX8/PzYtWsXiYmJLFu2jJdeesnuGbPZTP/+/fHw8LApr6ioICEhgWvXrjmcx+XLl5k+fTp1dXX85Cc/wcfHhz/96U8sWrSIkpISXnvtNYdjde/ena5du2KxWIiNjeXcuXOMGTOGZ599luLiYrZv305mZiYpKSkEBgba9XG7ebVmCpciIiLyQB04cICVK1dSVVXlsD4lJYWSkhI2b95M3759ARg7dizR0dEkJycTFhaGp6en0b6hoYHMzExmzJhh08+xY8dYsmQJly9fbnIuGzdu5KuvvuLDDz+kT58+AIwfP56pU6eyefNmxo8fj7e3t80zJpOJ0NBQALZu3UphYSFvvvkm48ePN9qMHDmSadOm8f7777N27dq7nldrpm1xEREReWASEhJYuHAhHTt2JCIiwq6+oaGBtLQ0goKCjGAJ4O7uzqRJk6isrOTgwYM2z+Tl5VFVVWUEPoBVq1YRExOD1Wq1CX3f1KZNG0JDQ41gCeDi4sKAAQOora2lqKjIpn1ZWRkFBQUMHjwYgEOHDtGuXTvGjRtn0+7pp5/mqaeeIjs726b8TufVmmnlUkREpAUJ313a3FNo0p/HdLrvPs6fP09cXByRkZFs2bLFrv7s2bPU1NTYhL1GvXv3Bm6c1QwPDzfKTSYT3bp1o3v37kbZmTNniIqKIjo6ms8++4wdO3Y4nE9SUpLD8tOnT9O2bVv8/f1tyk0mE56envTv3x+A5cuXU1FRgYuLi007q9XKV199Rdu2tut4dzqv1kzhUkREpAU5XFbX3FP4VqWmpuLm5tZkfWnpjXDduXNnu7pOnW6E2+LiYptys9lss2oJsGHDhluO40h1dTUXLlzgd7/7HUeOHGHSpEn4+vrajTVgwACjb19fX7s2APv27aO8vJxhw4bd97xaG4VLEREReWBuF6yqq6sBbM5UNmq8rHPzjfDy8nLy8/OJi4u7q3EcWbZsGZ999hkAffr0Ydq0aTb19fX1HD58mJ///Oe37KewsJDVq1fj4uLC9OnT73terY3OXIqIiEiLYbVabf505Oat5oyMDNzc3AgODr7vsceOHcvq1auJjo6moKCA1157zfjcEMDx48e5evWq3SrpzU6fPk1cXBxXrlxh3rx5PPPMM/c9r9ZG4VJERERaDC8vLwAsFotdXeOK5c23t00mEwMGDMDd3f2+xx46dChhYWG8/vrrrFy5ktLSUj788EOj3mw28+STT/LEE084fN5kMvH6669TWVnJvHnzmDhx4n3PqTXStriIiEgLMtCvXXNPoVl16dIFwOFnehrLGi/Z1NfXk5WVRWxsrNPnMXToULy8vDh16pRRZjKZjFvi37R9+3beffdd2rZty7Jly3jxxRedPqfWQuFSRESkBXHGjezWLCAgAG9vb/Ly8uzqGsuCgoIAyMnJobq6+pbb1LdSWVnJjBkz6NWrF2+//bZNXV1dHV9//bWxIlpSUsK5c+eYP3++XT9bt25l7dq1tG/fnlWrVjlli74107a4iIiItBiurq6Eh4dz/PhxcnJyjHKLxcK2bdvw8fExwqTZbCYgIICuXbve01gdOnTA1dWVzz//nMLCQpu6jz/+mLq6OoYPHw7cWLX08vKiX79+Nu0yMjJYt24djz/+OJs2bXrkgyVo5VJERERamJkzZ5Kens6cOXOIjIzEx8eHXbt2UVhYyIoVK4zVREefILpbCxcuJD4+ntjYWCZOnIiPjw9Hjhxh//79/PM//zOTJ082xho4cCCurrbRKTk5GavVytChQ8nPzyc/P99ujFGjRt3XHFsbhUsRERFpUXx9fUlJSWHDhg2kpqZSX19PYGAgycnJxpnH0tJSCgoKmDt37n2N1b9/fz788EM++OADUlNTqa2tpWvXrsTExPDaa6/h5uZGXV0dR44cISEhwebZkpIS41/w2b17N7t373Y4xqMWLttUVlY2fddfREREnKqsrAw/P7/mnoa0ci3575HOXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiEizyM3NZdCgQRw9etSurqSkhKSkJEaPHs2wYcOIjo4mPT29yb727NnDkCFDqK2ttasrLi4mLCyM3bt333ZODQ0NzJw5k5CQkCbbHDt2jJCQEC5evAhAZWUlq1ev5uWXXyY0NJSIiAjefPNNzp8/f8ux7mZerYnCpYiIiDxwFy5cYMGCBVy/ft2urry8nJiYGNLT0xk7dizx8fHU19eTmJhIWlqaw/7MZjP9+/fHw8PDpryiooKEhASuXbt2R/PasmULJ06cuGUbs9lM9+7d6dq1KxaLhdjYWLZv387AgQNJTExk3LhxZGZmMm3aNAoLCx32cbfzak1cm3sCIiIi8mg5cOAAK1eupKqqymF9SkoKJSUlbN68mb59+wIwduxYoqOjSU5OJiwsDE9PT6N9Q0MDmZmZzJgxw6afY8eOsWTJEi5fvnxH88rLyyMlJQU3Nze+/vrrJtuZTCZCQ0MB2Lp1K4WFhbz55puMHz/eaDNy5EimTZvG+++/z9q1a+9rXq2NVi5FRETkgUlISGDhwoV07NiRiIgIu/qGhgbS0tIICgoygiWAu7s7kyZNorKykoMHD9o8k5eXR1VVlRH4AFatWkVMTAxWq9Um9DWlpqaGJUuW8Pzzz9OnT58m25WVlVFQUMDgwYMBOHToEO3atWPcuHE27Z5++mmeeuopsrOzbcrvdl6tkVYuRUREWhDPZXHNPYUmXVvyq/vu4/z588TFxREZGcmWLVvs6s+ePUtNTY3DgNe7d2/gxlnN8PBwo9xkMtGtWze6d+9ulJ05c4aoqCiio6P57LPP2LFjxy3ntWbNGqqrq1m0aBGLFi1qsp3JZMLT05P+/fsDsHz5cioqKnBxcbFpZ7Va+eqrr2jb1nYd727n1RopXIqIiLQgLoUnm3sK36rU1FTc3NyarC8tLQWgc+fOdnWdOnUCblyEuZnZbLZZtQTYsGHDLce52YEDB/jDH/7A6tWr6dix4y3bms1mBgwYYPTt6+uLr6+vXbt9+/ZRXl7OsGHD7nlerZW2xUVEROSBuV2wqq6uBrA5U9mo8bLOzTfCy8vLyc/PN7ap73ScRqWlpaxcuZJx48YRFhZ2y7b19fUcPnzYLsh+U2FhIatXr8bFxYXp06ff07xaM4VLERERaTGsVqvNn47cvNWckZGBm5sbwcHB9zTW0qVL+c53vsMbb7xx2/bHjx/n6tWrtwyXp0+fJi4ujitXrjBv3jyeeeaZu55Xa6dtcREREWkxvLy8ALBYLHZ1jSuW3t7eRpnJZGLAgAG4u7vf9ViffPIJR44cYfXq1Xz99dfGDfH6+nrgxvcr27ZtS/v27YEbW+JPPvkkTzzxhMP+TCYTixcvpqamhnnz5jFx4sS7ntPDQOFSRESkBWkIfLa5p9CsunTpAuDwMz2NZf7+/sCNEJiVlUVsbOw9jfXXv/4Vq9VKYmKiw/qIiAieeOIJPv30U+BGePzm9nuj7du38+6779K2bVuWLVvGiy++eE9zehgoXIqIiLQgzriR3ZoFBATg7e1NXl6eXV1jWVBQEAA5OTlUV1ff9gxkU+bMmcOVK1fsytetW0dBQQHvv/++sSJaUlLCuXPnmD9/vl37rVu3snbtWtq3b8+qVavuaYv+YaJwKSIiIi2Gq6sr4eHh7Ny5k5ycHONblxaLhW3btuHj42OESbPZTEBAAF27dr2nsZo6D9m4DX7zPwFpMpnw8vKiX79+Nm0zMjJYt24djz/+OL/+9a8JDAy8p7k8TBQuRUREpEWZOXMm6enpzJkzh8jISHx8fNi1axeFhYWsWLHCWE109Amib4vZbGbgwIG4utpGp+TkZKxWK0OHDiU/P5/8/Hy7Z0eNGvVA5thSKFyKiIhIi+Lr60tKSgobNmwgNTWV+vp6AgMDSU5ONs48lpaWUlBQwNy5c7/1+dTV1XHkyBESEhJsyktKSigqKgJg9+7d7N692+Hzj1q4bFNZWdn0XX8RERFxqrKyMvz8/Jp7GtLKteS/R/rOpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiINIvc3FwGDRrE0aNH7epKSkpISkpi9OjRDBs2jOjoaNLT05vsa8+ePQwZMoTa2lq7uuLiYsLCwti9e7fDZ1esWEFISIjD/zl65tixY4SEhHDx4kUAKisrWb16NS+//DKhoaFERETw5ptvcv78+Vu+/+3m1Vq5NvcERERE5NFz4cIFFixYwPXr1+3qysvLiYmJoaqqildffRU/Pz927dpFYmIiy5Yt46WXXrJ7xmw2079/fzw8PGzKKyoqSEhI4Nq1a03OpaCggCeeeILXX3/drq5v374Ox+revTtdu3bFYrEQGxvLuXPnGDNmDM8++yzFxcVs376dzMxMUlJSCAwMtOvjTubVWilcioiIyAN14MABVq5cSVVVlcP6lJQUSkpK2Lx5sxHuxo4dS3R0NMnJyYSFheHp6Wm0b2hoIDMzkxkzZtj0c+zYMZYsWcLly5ebnMv169cpLCxk6NChjBo16o7mbzKZCA0NBWDr1q0UFhby5ptvMn78eKPNyJEjmTZtGu+//z5r166963m1ZtoWFxERkQcmISGBhQsX0rFjRyIiIuzqGxoaSEtLIygoyGbV0N3dnUmTJlFZWcnBgwdtnsnLy6OqqsoIfACrVq0iJiYGq9VqE/q+6YsvvsBisThcXXSkrKyMgoICBg8eDMChQ4do164d48aNs2n39NNP89RTT5GdnW1Tfqfzas20cikiItKCXDsyt7mn0CTPAevuu4/z588TFxdHZGQkW7Zssas/e/YsNTU19OnTx66ud+/ewI2zmuHh4Ua5yWSiW7dudO/e3Sg7c+YMUVFRREdH89lnn7Fjxw6H88nPzwfgqaeeAqC2tpZ27drh4uLisL3JZMLT05P+/fsDsHz5cioqKuzaW61WvvrqK9q2tV3Hu9N5tWYKlyIiIi3I9aq/NfcUvlWpqam4ubk1WV9aWgpA586d7eo6deoE3LgIczOz2WyzagmwYcOGW47T6MyZMwBkZmaybt06Ll26RLt27Xj++edJSEiga9eudmMNGDDA6NvX1xdfX1+7fvft20d5eTnDhg27p3m1ZtoWFxERkQfmdsGquroawOZMZaPGyzo33wgvLy8nPz/f2Ka+03EaFRQUAPA///M/TJs2jVWrVvGTn/yEjIwMoqOjbYJsfX09hw8ftguy31RYWMjq1atxcXFh+vTp9zSv1kwrlyIiItJiWK1Wmz8duXmrOSMjAzc3N4KDg+9pvIiICJ5++mn+z//5P0Z4HT58OEFBQSxcuJCNGzeyfPlyAI4fP87Vq1dvGS5Pnz5NfHw8V65cYcGCBTzzzDP3NK/WTOFSREREWgwvLy8ALBaLXV3jiqW3t7dRZjKZGDBgAO7u7vc0nqPPGgG88MIL+Pv7k5mZaZSZzWaefPJJnnjiCYfPmEwmFi9eTE1NDfPmzWPixIn3NKfWTuFSRESkBWnb/unmnkKz6tKlC4DDz/Q0lvn7+wM3tqmzsrKIjY39Vubi4+NjbJvDjfD4ze33Rtu3b+fdd9+lbdu2LFu2jBdffPFbmVNroHApIiLSgjjjRnZrFhAQgLe3N3l5eXZ1jWVBQUEA5OTkUF1dfdszkE2prKwkLi6Obt26sWrVKpu6+vp6vvjiC7p16wbc+BeDzp07x/z58+362bp1K2vXrqV9+/asWrXqnrfoHxa60CMiIiIthqurK+Hh4Rw/fpycnByj3GKxsG3bNnx8fIwwaTabCQgIsLvRfac6dOhAQ0MDf/3rXzl16pRN3ZYtW6iurmbMmDHAjVVLLy8v+vXrZ9MuIyODdevW8fjjj7Np06ZHPliCVi5FRESkhZk5cybp6enMmTOHyMhIfHx82LVrF4WFhaxYscI4X+noE0R3a8GCBcyZM4ef/exnTJw4kU6dOnHkyBH279/Pc889x+TJk42xBg4ciKurbXRKTk7GarUydOhQ8vPzje9m3uxO/+Wfh4XCpYiIiLQovr6+pKSksGHDBlJTU6mvrycwMJDk5GTjzGNpaSkFBQXMnTv3vsZ67rnnSElJISUlhf/6r//i2rVrdOnShZiYGKKionB1daWuro4jR46QkJBg82xJSQlFRUUA7N69m927dzsc41ELl20qKyubvusvIiIiTlVWVoafn19zT0NauZb890hnLkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRUREpFnk5uYyaNAgjh49aldXUlJCUlISo0ePZtiwYURHR5Oent5kX3v27GHIkCHU1tba1RUXFxMWFsbu3bsdPnv9+nV+97vfERkZydChQxkzZgxLly6ltLTUYftjx44REhLCxYsXAaisrGT16tW8/PLLhIaGEhERwZtvvsn58+dv+f63m1dr5drcExAREZFHz4ULF1iwYAHXr1+3qysvLycmJoaqqipeffVV/Pz82LVrF4mJiSxbtoyXXnrJ7hmz2Uz//v3x8PCwKa+oqCAhIYFr1641OZelS5eyd+9ehg0bxsSJEykqKuL3v/89x48f59///d/5zne+YzdW9+7d6dq1KxaLhdjYWM6dO8eYMWN49tlnKS4uZvv27WRmZpKSkkJgYKDdmHcyr9ZK4VJEREQeqAMHDrBy5Uqqqqoc1qekpFBSUsLmzZvp27cvAGPHjiU6Oprk5GTCwsLw9PQ02jc0NJCZmcmMGTNs+jl27BhLlizh8uXLTc7ls88+Y+/evUycOJEFCxYY5T179mTZsmX813/9Fz/96U9tnjGZTISGhgKwdetWCgsLefPNNxk/frzRZuTIkUybNo3333+ftWvX3vW8WjNti4uIiMgDk5CQwMKFC+nYsSMRERF29Q0NDaSlpREUFGQESwB3d3cmTZpEZWUlBw8etHkmLy+PqqoqI/ABrFq1ipiYGKxWq03o+6bt27fj5eXFz372M5vyiIgIfvrTn9K9e3eb8rKyMgoKChg8eDAAhw4dol27dowbN86m3dNPP81TTz1Fdna2Tfmdzqs108qliIhIC/LBH5c19xSaNOuHS+67j/PnzxMXF0dkZCRbtmyxqz979iw1NTX06dPHrq53797AjbOa4eHhRrnJZKJbt242QfDMmTNERUURHR3NZ599xo4dO+z6a2ho4Pjx4wwcOBAvLy8AamtrcXFxwc3NzS5wNo7l6elJ//79AVi+fDkVFRW4uLjYtLNarXz11Ve0bWu7jncn82rtFC5FRERakC/KCpt7Ct+q1NRU3NzcmqxvvETTuXNnu7pOnToBNy7C3MxsNtusWgJs2LDhluM09mOxWOjSpQv79+8nJSWFgoICXFxcGDBgAImJiQQEBNiNNWDAAKNvX19ffH197fret28f5eXlDBs27K7n1dppW1xEREQemNsFq+rqagCbM5WNGi/r3HwjvLy8nPz8fGOb+k7HAbhy5QoAWVlZLFmyhCFDhrBq1Sqio6M5fvw406dPN26EA9TX13P48GG7IPtNhYWFrF69GhcXF6ZPn37X82rtFC5FRESkxbBarTZ/OnLzVnNGRgZubm4EBwff9Vhff/01cGOrfvny5cTFxTF8+HBmzpzJ22+/TVVVFZs2bTLaHz9+nKtXr94yXJ4+fZq4uDiuXLnCvHnzeOaZZ+56Xq2dwqWIiIi0GI1nHy0Wi11d44qlt7e3UWYymRgwYADu7u53PVbj6minTp144YUXbOqGDh2Kv78/WVlZRpnZbObJJ5/kiSeecNifyWTi9ddfp7Kyknnz5jFx4sS7ntPDQGcuRUREWpB/8rP/JuKjpEuXLgAOP9PTWObv7w/c2KbOysoiNjb2nsZq7MfHx8dhfceOHSkoKDD+22Qy2W2/N9q+fTvvvvsubdu2ZdmyZbz44ov3NKeHgcKliIhIC+KMG9mtWUBAAN7e3uTl5dnVNZYFBQUBkJOTQ3V19W3PQDalQ4cOdOvWjS+++AKLxWKz+nn9+nWKi4uNsFtSUsK5c+eYP3++XT9bt25l7dq1tG/fnlWrVt3TFv3DRNviIiIi0mK4uroSHh7O8ePHycnJMcotFgvbtm3Dx8fHCJNms5mAgAC6du16z+ONHTuWq1ev8vHHH9uU79y5k8rKSuOTRyaTCS8vL/r162fTLiMjg3Xr1vH444+zadOmRz5YglYuRUREpIWZOXMm6enpzJkzh8jISHx8fNi1axeFhYWsWLHCWGF09AmiuzVlyhRMJhObNm3i/PnzBAcHc/r0aXbu3ElgYCCvvfaaMdbAgQNxdbWNTsnJyVitVoYOHUp+fj75+fl2Y4waNeq+5tjaKFyKiIhIi+Lr60tKSgobNmwgNTWV+vp6AgMDSU5ONs48lpaWUlBQwNy5c+9rLDc3N95//33+/d//nbS0NPbv3893v/tdfvzjHxMTE4OHhwd1dXUcOXKEhIQEm2dLSkooKioCYPfu3ezevdvhGI9auGxTWVnZ9F1/ERERcaqysjL8/PyaexrSyrXkv0c6cykiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIs0iNzeXQYMGcfToUbu6kpISkpKSGD16NMOGDSM6Opr09PQm+9qzZw9DhgyhtrbWrq64uJiwsDB2795tVx4SEnLL/7388st2/R07doyQkBAuXrwIQGVlJatXr+bll18mNDSUiIgI3nzzTc6fP3/L929qXq2da3NPQERERB49Fy5cYMGCBVy/ft2urry8nJiYGKqqqnj11Vfx8/Nj165dJCYmsmzZMl566SW7Z8xmM/3798fDw8OmvKKigoSEBK5du2b3zHe/+12WLl3qcH579+4lMzOTF154weFY3bt3p2vXrlgsFmJjYzl37hxjxozh2Wefpbi4mO3bt5OZmUlKSgqBgYF2fdxqXq2dwqWIiIg8UAcOHGDlypVUVVU5rE9JSaGkpITNmzfTt29fAMaOHUt0dDTJycmEhYXh6elptG9oaCAzM5MZM2bY9HPs2DGWLFnC5cuXHY7j6enJqFGj7Mrz8/PJzs7mn//5n/n5z39uV28ymQgNDQVg69atFBYW8uabbzJ+/HijzciRI5k2bRrvv/8+a9euvat5tXbaFhcREZEHJiEhgYULF9KxY0ciIiLs6hsaGkhLSyMoKMgIlgDu7u5MmjSJyspKDh48aPNMXl4eVVVVRuADWLVqFTExMVitVpvQdzvXr19n2bJlALz11lu4utquw5WVlVFQUMDgwYMBOHToEO3atWPcuHE27Z5++mmeeuopsrOzbcrvdV6tiVYuRUREWpBPP/20uafQJEfnD+/W+fPniYuLIzIyki1bttjVnz17lpqaGvr06WNX17t3b+DGWc3w8HCj3GQy0a1bN7p3726UnTlzhqioKKKjo/nss8/YsWPHHc1v165d5OfnEx0dbdPfzWN5enrSv39/AJYvX05FRQUuLi427axWK1999RVt29qu493rvFoThUsREZEWpLS0tLmn8K1KTU3Fzc2tyfrG9+/cubNdXadOnYAbF2FuZjabbVYtATZs2HDLcRypr68nJSWFxx9/nJ/+9KcO25jNZgYMGGD07evri6+vr127ffv2UV5ezrBhw+57Xq2NtsVFRETkgbldsKqurgawOVPZqPGyzs03wsvLy8nPzze2qe90HEf+8pe/UFpayk9+8hOH49fX13P48GG7IPtNhYWFrF69GhcXF6ZPn37f82ptFC5FRESkxbBarTZ/OnLzVnNGRgZubm4EBwff99j/+Z//ibu7O6+++qrD+uPHj3P16tVbhsvTp08TFxfHlStXmDdvHs8888x9z6u1UbgUERGRFsPLywsAi8ViV9e4Yunt7W2UmUwmBgwYgLu7+32NW1ZWRm5uLoMHD6Z9+/YO25jNZp588kmeeOIJh/Umk4nXX3+dyspK5s2bx8SJE+9rTq2VzlyKiIi0II3nCh9VXbp0AXD4mZ7GMn9/f+DGNnVWVhaxsbH3PW56ejpWq5UXX3yxyTYmk8lu+73R9u3beffdd2nbti3Lli27ZT8PO4VLERGRFsQZN7Jbs4CAALy9vcnLy7OraywLCgoCICcnh+rq6tuegbwTx44do23btoSEhDisLykp4dy5c8yfP9+ubuvWraxdu5b27duzatUqp2zRt2baFhcREZEWw9XVlfDwcI4fP05OTo5RbrFY2LZtGz4+PkaYNJvNBAQE0LVr1/se99SpU3Tv3t3Ylv8mk8mEl5cX/fr1synPyMhg3bp1PP7442zatOmRD5aglUsRERFpYWbOnEl6ejpz5swhMjISHx8fdu3aRWFhIStWrDDOVzr6BNG9aGho4OLFi/zgBz9oso3ZbGbgwIF2H1VPTk7GarUydOhQ8vPzyc/Pt3vW0b8C9DBTuBQREZEWxdfXl5SUFDZs2EBqair19fUEBgaSnJxsnHksLS2loKCAuXPn3vd4f//737l+/Trf+c53HNbX1dVx5MgREhISbMpLSkooKioCYPfu3ezevdvh849auGxTWVnZ9F1/kf8fe/ceVfV54Pv/LSCXwmgHQVEcUOn0eG804AUVzFRJpF5Ka4wl5iSCFiFzogSCw0lHR9C0ggM6lSoRE3OaDpAJNaGMNZmc6LHuDV4xjMZKIKL9iQgUKSJIBPbvDxe77uwN5rIjoJ/XWlmuPPe9F3981vN8n+8WERG7qqurw9vbu7eXIf1cX/470jOXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIi0ivOnj3LjBkzOHXqlFVdTU0NGzduJDw8nJCQEKKiojhy5Ei3Yx04cIDZs2dz69Ytq7rq6mpCQ0MpKiqy2ffSpUskJyczf/58Zs2axbJly8jNzaWzs9Nm+9LSUqZNm8aVK1cAaGxsJD09nSVLlhAcHExYWBjJyclUVVX1+Pnvta7+yqm3FyAiIiIPn8uXL5OUlGQzwNXX1xMTE0NTUxPLli3D29ubwsJCEhMTSUlJ4YknnrDqYzQamTJlCq6urhblDQ0NxMfH09raanMd1dXVREdH09bWxpNPPsmIESM4fPgwmZmZXLp0iX/6p3+yOZefnx++vr60tbURGxvLxYsXWbhwIePHj6e6upqCggJKSkrIyckhICDAaox7ras/U7gUERGR++rQoUNs2bKFpqYmm/U5OTnU1NSwZ88eJk+eDMCiRYuIiooiIyOD0NBQ3NzczO07OjooKSlh1apVFuOUlpayYcMGrl271u1afvOb39DU1MSWLVuYP38+AEuXLiUuLo7f/va3LF++nFGjRln0MRgMBAcHA5Cbm0tlZSXJyclERESY28ybN4+VK1eyc+dOMjMzv/S6+jMdi4uIiMh9Ex8fz/r16xkyZAhhYWFW9R0dHRw8eJBJkyaZgyWAi4sLy5cvp7GxkaNHj1r0OXfuHE1NTebAB5CWlkZMTAwmk8ki9H3e5cuXAZg9e7ZFeWhoKADl5eUW5XV1dVRUVDBr1iwAjh07xsCBA1m8eLFFu7FjxzJmzBhOnz5tUf5F19WfaedSRESkD8n/4W96ewndeuqdp7/2GFVVVcTFxREZGcm+ffus6j/99FNaWlqYOHGiVd2ECROAO89qdu0ywp2dxJEjR+Ln52cu++STT1ixYgVRUVEcPnyY/fv321zPqFGjOHbsGJ9++ql5fPhr6PT29rZobzAYcHNzY8qUKQCkpqbS0NCAo6OjRTuTycT169dxcLDcx/ui6+rPFC5FRET6kJrSq729hG9Ufn4+zs7O3dbX1tYC4OPjY1U3dOhQ4M5zknczGo0Wu5YAWVlZPc7T5dlnn6WkpISUlBQSExPx9fXl6NGj/Pa3vyUoKIhHHnnEaq7AwEDz2F5eXnh5eVmN+95771FfX09ISMhXWld/pmNxERERuW/uFayam5sBLJ6p7NJ1WefuG+H19fWUl5ebj6m/6DxdvLy8WLNmDbW1tTz//PP88Ic/ZNu2bUyYMIH09HQGDBhgbtve3s6JEyesguznVVZWkp6ejqOjI9HR0V9pXf2ZwqWIiIj0GSaTyeJfW+4+ai4uLsbZ2ZmpU6d+pfneeOMNkpOT8fT0ZP369WzdupWf/OQnfPzxx8TFxXHjxg1z2zNnznDz5s0ew+WFCxfM/RISEhg3btxXWld/pmNxERER6TPc3d0BaGtrs6rr2rH08PAwlxkMBgIDA3FxcfnSczU3N5OTk4O3tzevv/46gwYNAuCxxx5j7NixbNy4kddff50XXngBuHMkPnr0aIYPH25zPIPBwM9+9jNaWlpISEhg6dKlX3pNDwKFSxERkT7EZ4rt4PKwGDFiBIDN1/R0lQ0bNgy4c0x9/PhxYmNjv9Jcly9fpq2tjblz55qDZZfHH3+cX/ziFxw/ftxcZjAYrI7fuxQUFLBt2zYcHBxISUnh8ccf/0prehAoXIqIiPQh9riR3Z/5+/vj4eHBuXPnrOq6yiZNmgRAWVkZzc3N93wGsjtdzz92dHRY1ZlMJjo7O83H8zU1NVy8eJGXXnrJqm1ubi6ZmZkMGjSItLS0r3xE/6DQM5ciIiLSZzg5OTF//nzOnDlDWVmZubytrY28vDw8PT3NYdJoNOLv74+vr+9XmmvMmDEMHz6cDz74wHxLvcu7775LW1sb06dPB+7sWrq7u1vdHi8uLmb79u0MHjyY7Ozshz5YgnYuRUREpI9ZvXo1R44cYe3atURGRuLp6UlhYSGVlZVs3rzZ/HylrVcQfRkODg787//9v3nxxRd59tln+dGPfsSQIUMoKyvj97//PaNHj2blypXmuYKCgnBysoxOGRkZmEwm5syZQ3l5udVL1wEWLFjwldfYHylcioiISJ/i5eVFTk4OWVlZ5Ofn097eTkBAABkZGeZnHmtra6moqGDdunVfa67p06ezd+9e9u7dS35+Pi0tLQwdOpTIyEiio6Px8PDg9u3bnDx5kvj4eIu+NTU1XLp0CYCioiKKiopszvGwhcsBjY2N3d/1FxEREbuqq6uz+tUXkS+rL/8d6ZlLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERHpFWfPnmXGjBmcOnXKqq6mpoaNGzcSHh5OSEgIUVFRHDlypNuxDhw4wOzZs7l165ZVXXV1NaGhoRQVFdnsW1lZSWJiIv/wD//AY489xpo1azAYDN3OVVpayrRp07hy5QoAjY2NpKens2TJEoKDgwkLCyM5OZmqqqoeP/+91tVfKVyKiIjIfXf58mWSkpLo7Oy0qquvrycmJoYjR46waNEiXnjhBdrb20lMTOTgwYM2xzMajUyZMgVXV1eL8oaGBuLj42ltbbXZ7+OPPyY6Ohqj0Uh4eDixsbEMHDiQ+Ph48vLyup3Lz88PX19f2traiI2NpaCggKCgIBITE1m8eDElJSWsXLmSyspKm2Pca139mVNvL0BEREQeLocOHWLLli00NTXZrM/JyaGmpoY9e/YwefJkABYtWkRUVBQZGRmEhobi5uZmbt/R0UFJSQmrVq2yGKe0tJQNGzZw7dq1bteydetWWlpa2LFjBzNnzgTgySef5OWXX+aXv/wlwcHB+Pn5WfQxGAwEBwcDkJubS2VlJcnJyURERJjbzJs3j5UrV7Jz504yMzO/9Lr6M+1cioiIyH0THx/P+vXrGTJkCGFhYVb1HR0dHDx4kEmTJpmDJYCLiwvLly+nsbGRo0ePWvQ5d+4cTU1N5sAHkJaWRkxMDCaTySL03e3atWucP3+eoKAgc7AEGDBgAM899xy3b9+2OrKuq6ujoqKCWbNmAXDs2DEGDhzI4sWLLdqNHTuWMWPGcPr0aYvyL7Ku/k47lyIiIn3I/KLa3l5Ct/5r4dCvPUZVVRVxcXFERkayb98+q/pPP/2UlpYWJk6caFU3YcIE4M6zmvPnzzeXGwwGRo4cabHD+Mknn7BixQqioqI4fPgw+/fvtxqva+fw7//+763qusY6f/68RbnBYMDNzY0pU6YAkJqaSkNDA46OjhbtTCYT169fx8HBch/vi6yrv1O4FBER6UNO1N3u7SV8o/Lz83F2du62vrb2Trj28fGxqhs69E64ra6utig3Go0Wu5YAWVlZPc4DmI/Wb968aVXX2NgI3Nmp/PxcgYGB5rG9vLzw8vKy6v/ee+9RX19PSEjIl15Xf6djcREREblv7hWsmpubASyeqezSdVnn7hvh9fX1lJeXm4+pv+g8AKNHj2bQoEEcPXrUPG+XDz74AIC2tjZzWXt7OydOnLAKsp9XWVlJeno6jo6OREdHf+l19XcKlyIiItJnmEwmi39tufuoubi4GGdnZ6ZOnfql53JycmLlypX8+c9/5oUXXuD06dNcuXKF/Px89u7di7u7O05Ofz3kPXPmDDdv3uwxXF64cIG4uDhu3LhBQkIC48aN+9Lr6u90LC4iIiJ9hru7O2C5Y9ila8fSw8PDXGYwGAgMDMTFxeUrzff0009z+/Zt9u7dy5o1awAYNmwYqampZGZmMmjQIHNbo9HI6NGjGT58uM2xDAYDP/vZz2hpaSEhIYGlS5d+pTX1dwqXIiIifUiQ98DeXkKvGjFiBIDN1/R0lQ0bNgy4c0x9/PhxYmNjv9aczz33HMuWLaOiogJXV1cCAgLo6OigpqbG4mKRwWCwOn7vUlBQwLZt23BwcCAlJYXHH3/8a62pP1O4FBER6UPscSO7P/P398fDw4Nz585Z1XWVTZo0CYCysjKam5vv+QxkT/7rv/4LZ2dnQkNDLV59VFJSwu3bt3n00UeBO78YdPHiRV566SWrMXJzc827nGlpaV/piP5BomcuRUREpM9wcnJi/vz5nDlzhrKyMnN5W1sbeXl5eHp6msOk0WjE398fX1/frzzf22+/TUpKCn/5y1/MZc3NzWRnZ+Pt7W1+F6fBYMDd3Z1HHnnEon9xcTHbt29n8ODBZGdnP/TBErRzKSIiIn3M6tWrOXLkCGvXriUyMhJPT08KCwuprKxk8+bN5ucrbb2C6MuKjo5m7dq1rFmzhh/+8IeYTCb279/PlStXSE9PN99QNxqNBAUFWVzwAcjIyMBkMjFnzhzKy8spLy+3mmPBggVfa439jcKliIiI9CleXl7k5OSQlZVFfn4+7e3tBAQEkJGRYX7msba2loqKCtatW/e15po2bRo7duwgJyeH7OxsnJycmDRpEhs3bmT8+PEA3L59m5MnTxIfH2/Rt6amhkuXLgFQVFRk9Ws+XR62cDmgsbGx+7v+IiIiYld1dXV4e3v39jKkn+vLf0d65lJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERHrF2bNnmTFjBqdOnbKqq6mpYePGjYSHhxMSEkJUVBRHjhzpdqwDBw4we/Zsbt26BcDVq1fZtGkT4eHhzJw5k/DwcFJTU6mrq7Pq29jYSHp6OosXL2bOnDlERkZSWFjY7VylpaVMmzaNK1euWPRfsmQJwcHBhIWFkZycTFVVVY+fv7q6mtDQUIqKinps19849fYCRERE5OFz+fJlkpKS6OzstKqrr68nJiaGpqYmli1bhre3N4WFhSQmJpKSksITTzxh1cdoNDJlyhRcXV25fv060dHR3Lhxg4iICEaNGkVlZSXvvPMOx44dY9++fXh5eQHQ2trKCy+8QEVFBUuXLmXUqFH83//7f9m8eTN//vOfWblypc25/Pz88PX1pa2tjdjYWC5evMjChQsZP3481dXVFBQUUFJSQk5ODgEBAVZjNDQ0EB8fT2trqx2+zb5F4VJERETuq0OHDrFlyxaampps1ufk5FBTU8OePXuYPHkyAIsWLSIqKoqMjAxCQ0Nxc3Mzt+/o6KCkpIRVq1YBsHv3burr69mxYwczZ840t5s+fTqJiYm89tprJCUlAfDWW2/xxz/+kc2bNxMWFgZAREQE69atIycnh/DwcIYNG2axPoPBQHBwMAC5ublUVlaSnJxMRESEuc28efNYuXIlO3fuJDMz06J/aWkpGzZs4Nq1a1/p++vrdCwuIiIi9018fDzr169nyJAh5jB3t46ODg4ePMikSZPMwRLAxcWF5cuX09jYyNGjRy36nDt3jqamJnPgO3bsGL6+vhbBEiAkJAQPDw9Onz5tLjtw4ABDhw61WMuAAQN45plnuH37NgcPHrQYo66ujoqKCmbNmmWea+DAgSxevNii3dixYxkzZozFXABpaWnExMRgMpkswuiDRDuXIiIifYhbSlxvL6FbrRt+9bXHqKqqIi4ujsjISPbt22dV/+mnn9LS0sLEiROt6iZMmADceVZz/vz55nKDwcDIkSPx8/MDIDs7m5aWFuv1t7bS2tqKg8OdvbXm5maqqqqYO3euVduu+c+dO2dRbjAYcHNzY8qUKQCkpqbS0NCAo6OjRTuTycT169fNc3X55JNPWLFiBVFRURw+fJj9+/dbzd3fKVyKiIj0IY6VH/f2Er5R+fn5ODs7d1tfW1sLgI+Pj1Xd0KFDgTsXYe5mNBrNu5aA1TF2l9zcXDo6OggMDDTPZTKZbLZ3dXVl0KBBNucKDAw0fwYvLy/z85t3e++996ivryckJMSiPCsrq8fP/yDQsbiIiIjcN/cKVs3NzQAWz1R2cXV1BTDfCIc7l3/Ky8vNx9TdOXHiBHv37sXd3Z2nn37aYq5vfetbNvu4urpaXLhpb2/nxIkTFkHWlsrKStLT03F0dCQ6Otqi7kEPlqBwKSIiIn2IyWSy+NeWu4+ai4uLcXZ2ZurUqd22LykpISEhgc7OTjZt2mS1U9ndXCaTyeK4+8yZM9y8ebPHcHnhwgXi4uK4ceMGCQkJjBs3rtu2DyqFSxEREekz3N3dAWhra7Oq69qx9PDwMJcZDAYCAwNxcXGxOV5hYSEvvvgiHR0dbN682eKYumvH8u6d0M/Pd/dcRqOR0aNHM3z4cJvtDQYDa9asobGxkYSEBJYuXdrTR31g6ZlLERGRPqQjYHxvL6FXjRgxAsDma3q6yrp2Htvb2zl+/DixsbE2x9q1axevv/46Hh4ebN26laCgIKu5BgwYYH7O826tra3cuHHD/Jwn3AmP3R2/FxQUsG3bNhwcHEhJSeHxxx//Ap/2waRwKSIi0ofY40Z2f+bv74+Hh4fVLW34683tSZMmAVBWVkZzc7PNY+qMjAzy8vLw8fEhMzPT5ovMv/WtbzFq1Cg+/tj6EtXZs2cBzK9Dqqmp4eLFi7z00ktWbXNzc8nMzGTQoEGkpaX1eET/MNCxuIiIiPQZTk5OzJ8/nzNnzlBWVmYub2trIy8vD09PT3OYNBqN+Pv74+vrazHG/v37ycvLY+TIkd3+Qk6XBQsWcPXqVd5//31zmclk4s0338TZ2dn8/kuDwYC7uzuPPPKIRf/i4mK2b9/O4MGDyc7OfuiDJWjnUkRERPqY1atXc+TIEdauXUtkZCSenp4UFhZSWVnJ5s2bzc9Xfv4VRHDnODsrKwuAuXPn2vzdcjc3N/O7LZcvX87vf/97Nm3axB//+Ef8/Pz44IMPOH78OC+88IL5NUNGo5GgoCCcnCyjU0ZGBiaTiTlz5lBeXk55ebnVfAsWLPja30l/onApIiIifYqXlxc5OTlkZWWRn59Pe3s7AQEBZGRkmJ95rK2tpaKignXr1ln0PX/+vPlnJd98802b4w8fPtwcLl1dXdm9eze/+tWvOHDgADdv3sTf359/+Zd/ITw8HIDbt29z8uRJ4uPjLcapqanh0qVLABQVFVFUVGRzvoctXA5obGzs/q6/iIiI2FVdXR3e3t69vQzp5/ry35GeuRQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQREZFecfbsWWbMmMGpU6es6mpqati4cSPh4eGEhIQQFRXFkSNHuh3rwIEDzJ49m1u3bgFw9epVNm3aRHh4ODNnziQ8PJzU1FTq6uq+8pq6lJaWMm3aNK5cuQJAY2Mj6enpLFmyhODgYMLCwkhOTqaqqqrHuaqrqwkNDaWoqKjHdv2NU28vQERERB4+ly9fJikpic7OTqu6+vp6YmJiaGpqYtmyZXh7e1NYWEhiYiIpKSk88cQTVn2MRiNTpkzB1dWV69evEx0dzY0bN4iIiGDUqFFUVlbyzjvvcOzYMfbt24eXl9eXWtPn5/Lz88PX15e2tjZiY2O5ePEiCxcuZPz48VRXV1NQUEBJSQk5OTkEBARYjdHQ0EB8fDytra1f4lvrHxQuRURE5L46dOgQW7ZsoampyWZ9Tk4ONTU17Nmzh8mTJwOwaNEioqKiyMjIIDQ0FDc3N3P7jo4OSkpKWLVqFQC7d++mvr6eHTt2MHPmTHO76dOnk5iYyGuvvUZSUtKXWtPdDAYDwcHBAOTm5lJZWUlycjIRERHmNvPmzWPlypXs3LmTzMxMi/6lpaVs2LCBa9eu3XOu/kjH4iIiInLfxMfHs379eoYMGUJYWJhVfUdHBwcPHmTSpEnmYAng4uLC8uXLaWxs5OjRoxZ9zp07R1NTkznwHTt2DF9fX4tgCRASEoKHhwenT5/+Umu6W11dHRUVFcyaNcs818CBA1m8eLFFu7FjxzJmzBirudLS0oiJicFkMlmE0QeJdi5FRET6kNaT63p7Cd1yC9z+tceoqqoiLi6OyMhI9u3bZ1X/6aef0tLSwsSJE63qJkyYANx5LnL+/PnmcoPBwMiRI/Hz8wMgOzublpYWq/6tra20trbi4GC5t3avNd3NYDDg5ubGlClTAEhNTaWhoQFHR0eLdiaTievXr1vN9cknn7BixQqioqI4fPgw+/fv73G+/kjhUkREpA/pbPpjby/hG5Wfn4+zs3O39bW1tQD4+PhY1Q0dOhS4cxHmbkaj0bxrCTBs2DCbY+fm5tLR0UFgYOCXWtPn5woMDDS39/Lysvn85nvvvUd9fT0hISEW5VlZWV94rv5Kx+IiIiJy39wrWDU3NwNYPFPZxdXVFcB8IxzuXP4pLy83H1N358SJE+zduxd3d3eefvrpL7WmLu3t7Zw4ccIiyNpSWVlJeno6jo6OREdHf6W5+jOFSxEREekzTCaTxb+23H3UXFxcjLOzM1OnTu22fUlJCQkJCXR2drJp06Zudzbv5cyZM9y8ebPHcHnhwgXi4uK4ceMGCQkJjBs37ivN1Z8pXIqIiEif4e7uDkBbW5tVXdeOpYeHh7nMYDAQGBiIi4uLzfEKCwt58cUX6ejoYPPmzVbH1F+G0Whk9OjRDB8+3Ga9wWBgzZo1NDY2kpCQwNKlS7/yXP2ZnrkUERHpQxwGje3tJfSqESNGANh8TU9XWdfOY3t7O8ePHyc2NtbmWLt27eL111/Hw8ODrVu3EhQU9LXWZjAYuj1+LygoYNu2bTg4OJCSksLjjz/+tebqzxQuRURE+hB73Mjuz/z9/fHw8ODcuXNWdV1lkyZNAqCsrIzm5mabx9QZGRnk5eXh4+NDZmamzReZfxk1NTVcvHiRl156yaouNzeXzMxMBg0aRFpaWo9H9A8DHYuLiIhIn+Hk5MT8+fM5c+YMZWVl5vK2tjby8vLw9PQ0h0mj0Yi/vz++vr4WY+zfv5+8vDxGjhzZ7S/kfFkGgwF3d3ceeeQRi/Li4mK2b9/O4MGDyc7OfuiDJWjnUkRERPqY1atXc+TIEdauXUtkZCSenp4UFhZSWVnJ5s2bzc9Xfv4VRHDnXZZZWVkAzJ071+ZvhLu5uTF37twvtSaj0UhQUBBOTpbRKSMjA5PJxJw5cygvL6e8vNyq74IFC77UXP2dwqWIiIj0KV5eXuTk5JCVlUV+fj7t7e0EBASQkZFhfuaxtraWiooK1q1bZ9H3/Pnz5p9wfPPNN22OP3z48C8VLm/fvs3JkyeJj4+3KK+pqeHSpUsAFBUVUVRUZLP/wxYuBzQ2NnZ/119ERETsqq6uDm9v795ehvRzffnvSM9cioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIhIrzh79iwzZszg1KlTVnU1NTVs3LiR8PBwQkJCiIqK4siRI92OdeDAAWbPns2tW7cAuHr1Kps2bSI8PJyZM2cSHh5OamoqdXV1Vn0rKir4p3/6J8LCwggODmbJkiVkZGTQ3Nxsc67S0lKmTZvGlStXAGhsbCQ9PZ0lS5YQHBxMWFgYycnJVFVV9fj5q6urCQ0NpaioqMd2/Y1Tby9AREREHj6XL18mKSmJzs5Oq7r6+npiYmJoampi2bJleHt7U1hYSGJiIikpKTzxxBNWfYxGI1OmTMHV1ZXr168THR3NjRs3iIiIYNSoUVRWVvLOO+9w7Ngx9u3bh5eXFwCXLl0iOjoaR0dHli5dio+PD//93//NW2+9xcmTJ9m7dy9ubm5Wc/n5+eHr60tbWxuxsbFcvHiRhQsXMn78eKqrqykoKKCkpIScnBwCAgKs1tvQ0EB8fDytra12+kb7DoVLERERua8OHTrEli1baGpqslmfk5NDTU0Ne/bsYfLkyQAsWrSIqKgoMjIyCA0NtQh8HR0dlJSUsGrVKgB2795NfX09O3bsYObMmeZ206dPJzExkddee42kpCQAtm3bxu3bt3nttdfMIfBHP/oRY8eO5V//9V95++23eeaZZyzWZzAYCA4OBiA3N5fKykqSk5OJiIgwt5k3bx4rV65k586dZGZmWvQvLS1lw4YNXLt27St9f32djsVFRETkvomPj2f9+vUMGTKEsLAwq/qOjg4OHjzIpEmTzMESwMXFheXLl9PY2MjRo0ct+pw7d46mpiZz4Dt27Bi+vr4WwRIgJCQEDw8PTp8+DcDt27c5c+YMjzzyiNXuYnh4OIC5bZe6ujoqKiqYNWuWea6BAweyePFii3Zjx45lzJgxVv3T0tKIiYnBZDJZhNEHiXYuRURE+pBX/zOlt5fQrZ/+YMPXHqOqqoq4uDgiIyPZt2+fVf2nn35KS0sLEydOtKqbMGECcOdZzfnz55vLDQYDI0eOxM/PD4Ds7GxaWlqs+re2ttLa2oqDw529NUdHR/Ly8jCZTFZtGxoazG3uZjAYcHNzY8qUKQCkpqbS0NBg1c5kMnH9+nXzXF0++eQTVqxYQVRUFIcPH2b//v1Wc/d3CpciIiJ9yJ/qKnt7Cd+o/Px8nJ2du62vra0FwMfHx6pu6NChwJ2LMHczGo3mXUuAYcOG2Rw7NzeXjo4OAgMDAXBwcMDX19dm2zfffBOARx991GquwMBA82fw8vIyP795t/fee4/6+npCQkIsyrOysnr8/A8CHYuLiIjIfXOvYNV1Q/vzl2gAXF1dAcw3wuHO5Z/y8nLzMXV3Tpw4wd69e3F3d+fpp5/use2BAwd49913GTZsGEuWLDGXt7e3c+LECYsga0tlZSXp6ek4OjoSHR1tUfegB0tQuBQREZE+pOuI2tZRdZe7j5qLi4txdnZm6tSp3bYvKSkhISGBzs5ONm3a1O3OJkBRURGpqam4ubmxdetWvvWtb5nrzpw5w82bN3sMlxcuXCAuLo4bN26QkJDAuHHjum37oFK4FBERkT7D3d0dgLa2Nqu6rh1LDw8Pc5nBYCAwMBAXFxeb4xUWFvLiiy/S0dHB5s2brY6p77Z3715SUlJwc3Njx44djB8/3qLeaDQyevRohg8fbrO/wWBgzZo1NDY2kpCQwNKlS3v+sA8oPXMpIiLSh/ydt/U7ER8mI0aMALD5mp6usq6dx/b2do4fP05sbKzNsXbt2sXrr7+Oh4cHW7duJSgoyGa79vZ2XnnlFYqKihg6dCiZmZn8/d//vVU7g8HQ7fF7QUEB27Ztw8HBgZSUFB5//PF7f9gHlMKliIhIH2KPG9n9mb+/Px4eHpw7d86qrqts0qRJAJSVldHc3GzzmDojI4O8vDx8fHzIzMy0+SJzuPPqo5/97Gd8+OGHfOc732H79u3mi0N3q6mp4eLFi7z00ktWdbm5uWRmZjJo0CDS0tJ6PKJ/GOhYXERERPoMJycn5s+fz5kzZygrKzOXt7W1kZeXh6enpzlMGo1G/P39rW5879+/n7y8PEaOHNntL+R0yc7O5sMPP2TChAm8+uqrNoMl3Nm1dHd355FHHrEoLy4uZvv27QwePJjs7OyHPliCdi5FRESkj1m9ejVHjhxh7dq1REZG4unpSWFhIZWVlWzevNn8fOXnX0EEd95lmZWVBcDcuXNt/m65m5sbc+fOpaamhl//+tcMGDCAuXPn8oc//MGqraenJ9OnT8doNBIUFISTk2V0ysjIwGQyMWfOHMrLyykvL7caY8GCBV/5u+iPFC5FRESkT/Hy8iInJ4esrCzy8/Npb28nICCAjIwM8zOPtbW1VFRUsG7dOou+58+fN/+sZNe7Kj9v+PDh5uDZ0dEBYA6knzd16lSmTp3KyZMniY+Pt6irqanh0qVLwJ1b5kVFRTbHeNjC5YDGxsbu7/qLiIiIXdXV1eHt7d3by5B+ri//HemZSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLERER6RVnz55lxowZnDp1yqqupqaGjRs3Eh4eTkhICFFRURw5cqTbsQ4cOMDs2bO5desWAFevXmXTpk2Eh4czc+ZMwsPDSU1Npa6uzqrvlStX+Od//mcWLlxonuu//uu/up2rtLSUadOmceXKFQAaGxtJT09nyZIlBAcHExYWRnJyMlVVVT1+/urqakJDQykqKuqxXX/j1NsLEBERkYfP5cuXSUpKorOz06quvr6emJgYmpqaWLZsGd7e3hQWFpKYmEhKSgpPPPGEVR+j0ciUKVNwdXXl+vXrREdHc+PGDSIiIhg1ahSVlZW88847HDt2jH379uHl5QXAtWvXiI6O5vbt2zz11FN4enry/vvv8/LLL1NTU8Mzzzxjcy4/Pz98fX1pa2sjNjaWixcvsnDhQsaPH091dTUFBQWUlJSQk5NDQECA1RgNDQ3Ex8fT2tpqh2+zb1G4FBERkfvq0KFDbNmyhaamJpv1OTk51NTUsGfPHiZPngzAokWLiIqKIiMjg9DQUNzc3MztOzo6KCkpYdWqVQDs3r2b+vp6duzYwcyZM83tpk+fTmJiIq+99hpJSUkA7Nq1i+vXr7N3714mTpwIQEREBM899xx79uwhIiICDw8Pi/UZDAaCg4MByM3NpbKykuTkZCIiIsxt5s2bx8qVK9m5cyeZmZkW/UtLS9mwYQPXrl37St9fX6djcREREblv4uPjWb9+PUOGDCEsLMyqvqOjg4MHDzJp0iRzsARwcXFh+fLlNDY2cvToUYs+586do6mpyRz4jh07hq+vr0WwBAgJCcHDw4PTp0+bywYMGEBwcLA5WAI4OjoSGBjIrVu3uHTpksUYdXV1VFRUMGvWLPNcAwcOZPHixRbtxo4dy5gxYyzmAkhLSyMmJgaTyWQRRh8k2rkUERHpQ959993eXkK3lixZ8rXHqKqqIi4ujsjISPbt22dV/+mnn9LS0mIR9rpMmDABuPOs5vz5883lBoOBkSNH4ufnB0B2djYtLS1W/VtbW2ltbcXB4a97axs3brS5zgsXLuDg4MCwYcMsyg0GA25ubkyZMgWA1NRUGhoacHR0tGhnMpm4fv26xVwAn3zyCStWrCAqKorDhw+zf/9+m/P3ZwqXIiIifUhtbW1vL+EblZ+fj7Ozc7f1XZ/fx8fHqm7o0KHAnYswdzMajeZdS8AqEHbJzc2lo6ODwMBAm/XNzc1cvnyZt956i5MnT7J8+XLzs5l3zxUYGGj+DF5eXlZtAN577z3q6+sJCQmxKM/Kyurx8z8IFC5FRETkvrlXsGpubgaweKayi6urK4D5RjjcufxTXl5OXFxcj+OeOHGCvXv34u7uztNPP22zTUpKCocPHwZg4sSJrFy50qK+vb2dEydO8I//+I89zlVZWUl6ejqOjo5ER0db1D3owRL0zKWIiIj0ISaTyeJfW+4+ai4uLsbZ2ZmpU6d2276kpISEhAQ6OzvZtGlTtzubixYtIj09naioKCoqKnjmmWfMrxsCOHPmDDdv3rTYJf28CxcuEBcXx40bN0hISGDcuHHdtn1QKVyKiIhIn+Hu7g5AW1ubVV3XjuXdt7cNBgOBgYG4uLjYHK+wsJAXX3yRjo4ONm/ebHVMfbc5c+YQGhrKmjVr2LJlC7W1tezdu9dcbzQaGT16NMOHD7fZ32AwsGbNGhobG0lISGDp0qX3/sAPIB2Li4iI9CFdzxU+rEaMGAFg8zU9XWVdO4/t7e0cP36c2NhYm2Pt2rWL119/HQ8PD7Zu3UpQUNAXXsecOXNwd3fn/Pnz5jKDwWC+Jf55BQUFbNu2DQcHB1JSUnj88ce/8FwPGoVLERGRPsQeN7L7M39/fzw8PDh37pxVXVfZpEmTACgrK6O5udnmMXVGRgZ5eXn4+PiQmZlp80XmjY2NrFq1iu9+97u88sorFnW3b9/ms88+M++I1tTUcPHiRV566SWrcXJzc8nMzGTQoEGkpaX1eET/MNCxuIiIiPQZTk5OzJ8/nzNnzlBWVmYub2trIy8vD09PT3OYNBqN+Pv74+vrazHG/v37ycvLY+TIkd3+Qg7At7/9bZycnPh//+//UVlZaVH35ptvcvv2bebOnQvc2bV0d3fnkUcesWhXXFzM9u3bGTx4MNnZ2Q99sATtXIqIiEgfs3r1ao4cOcLatWuJjIzE09OTwsJCKisr2bx5s3k38fOvIII777LMysoCYO7cuTZ/t9zNzc0cGtevX88LL7xAbGwsS5cuxdPTk5MnT/Lhhx/yve99j5/85CfmuYKCgnBysoxOGRkZmEwm5syZQ3l5OeXl5VbzLViw4Gt/J/2JwqWIiIj0KV5eXuTk5JCVlUV+fj7t7e0EBASQkZFhfuaxtraWiooK1q1bZ9H3/Pnz5p+VfPPNN22OP3z4cHO4nDJlCnv37uXVV18lPz+fW7du4evrS0xMDM888wzOzs7cvn2bkydPEh8fbzFOTU2N+Rd8ioqKKCoqsjnfwxYuBzQ2NnZ/119ERETsqq6uDm9v795ehvRzffnvSM9cioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIhIrzh79iwzZszg1KlTVnU1NTVs3LiR8PBwQkJCiIqK4siRI92OdeDAAWbPns2tW7cAuHr1Kps2bSI8PJyZM2cSHh5OamoqdXV1Pa6po6OD1atXM23atG7blJaWMm3aNK5cuQJAY2Mj6enpLFmyhODgYMLCwkhOTqaqqqrHuaqrqwkNDaWoqKjHdv2NU28vQERERB4+ly9fJikpic7OTqu6+vp6YmJiaGpqYtmyZXh7e1NYWEhiYiIpKSk88cQTVn2MRiNTpkzB1dWV69evEx0dzY0bN4iIiGDUqFFUVlbyzjvvcOzYMfbt24eXl5fNde3bt4+PPvqox7UbjUb8/Pzw9fWlra2N2NhYLl68yMKFCxk/fjzV1dUUFBRQUlJCTk4OAQEBVmM0NDQQHx9Pa2vrF/zG+g+FSxEREbmvDh06xJYtW2hqarJZn5OTQ01NDXv27GHy5MkALFq0iKioKDIyMggNDcXNzc3cvqOjg5KSElatWgXA7t27qa+vZ8eOHcycOdPcbvr06SQmJvLaa6+RlJRkNe+5c+fIycnB2dmZzz77rNv1GwwGgoODAcjNzaWyspLk5GQiIiLMbebNm8fKlSvZuXMnmZmZFv1LS0vZsGED165du9dX1S/pWFxERETum/j4eNavX8+QIUMICwuzqu/o6ODgwYNMmjTJHCwBXFxcWL58OY2NjRw9etSiz7lz52hqajIHvmPHjuHr62sRLAFCQkLw8PDg9OnTVvO2tLSwYcMGZs6cycSJE7tdf11dHRUVFcyaNcs818CBA1m8eLFFu7FjxzJmzBirudLS0oiJicFkMlmE0QeJdi5FRET6kPwf/qa3l9Ctp955+muPUVVVRVxcHJGRkezbt8+q/tNPP6WlpcVmwJswYQJw51nN+fPnm8sNBgMjR47Ez88PgOzsbFpaWqz6t7a20traioOD9d7av/7rv9Lc3MzLL7/Myy+/3O36DQYDbm5uTJkyBYDU1FQaGhpwdHS0aGcymbh+/brVXJ988gkrVqwgKiqKw4cPs3///m7n6q8ULkVERPqQmtKrvb2Eb1R+fj7Ozs7d1tfW1gLg4+NjVTd06FDgzkWYuxmNRvOuJcCwYcNsjp2bm0tHRweBgYEW5YcOHeJ3v/sd6enpDBkypMf1G41GAgMDzZ/By8vL5vOb7733HvX19YSEhFiUZ2Vl9fj5HwQ6FhcREZH75l7Bqrm5GcDimcourq6uAOYb4XDn8k95ebn5mLo7J06cYO/evbi7u/P003/dga2trWXLli0sXryY0NDQHsdob2/nxIkTFkHWlsrKStLT03F0dCQ6Otqi7kEPlqBwKSIiIn2IyWSy+NeWu4+ai4uLcXZ2ZurUqd22LykpISEhgc7OTjZt2mTe2TSZTGzatIm/+Zu/4cUXX7zn2s6cOcPNmzd7DJcXLlwgLi6OGzdukJCQwLhx4+457oNGx+IiIiLSZ7i7uwPQ1tZmVde1Y+nh4WEuMxgMBAYG4uLiYnO8wsJCfvGLXzBgwAA2b95scUz97//+75w8eZL09HQ+++wz8w3x9vZ24M77Kx0cHBg0aBBw50h89OjRDB8+3OZcBoOBn/3sZ7S0tJCQkMDSpUu/7Md/IChcioiI9CE+U2wHl4fFiBEjAGy+pqerrGvnsb29nePHjxMbG2tzrF27dvH666/j4eHB1q1bCQoKsqj/wx/+gMlkIjEx0Wb/sLAwhg8fzrvvvgvcCY/dHb8XFBSwbds2HBwcSElJ4fHHH/8Cn/bBpHApIiLSh9jjRnZ/5u/vj4eHB+fOnbOq6yqbNGkSAGVlZTQ3N9s8ps7IyCAvLw8fHx8yMzNtvsh87dq13Lhxw6p8+/btVFRUsHPnTvOOaE1NDRcvXuSll16yap+bm0tmZiaDBg0iLS2txyP6h4HCpYiIiPQZTk5OzJ8/n3feeYeysjLzuy7b2trIy8vD09PTHCaNRiP+/v74+vpajLF//37y8vIYOXIku3fvNt8y/7zunofsOga/+ycgDQYD7u7uPPLIIxZti4uL2b59O4MHD2b37t02Q+zDRuFSRERE+pTVq1dz5MgR1q5dS2RkJJ6enhQWFlJZWcnmzZvNu4mffwUR3HmXZVZWFgBz5861+bvlbm5uzJ0790utyWg0EhQUhJOTZXTKyMjAZDIxZ84cysvLKS8vt+q7YMGCLzVXf6dwKSIiIn2Kl5cXOTk5ZGVlkZ+fT3t7OwEBAWRkZJifeaytraWiooJ169ZZ9D1//rz5ZyXffPNNm+MPHz78S4XL27dvc/LkSeLj4y3Ka2pquHTpEgBFRUUUFRXZ7P+whcsBjY2N3d/1FxEREbuqq6vD29u7t5ch/Vxf/jvSey5FRERExG4ULkVERETEbhQuRURERMRuFC5FRERExG4ULkVERETEbhQuRURERMRuFC5FRERExG4ULkVERETEbhQuRURERMRuFC5FRERExG4ULkVERETEbhQuRURERMRuFC5FRESkV5w9e5YZM2Zw6tQpq7qamho2btxIeHg4ISEhREVFceTIkW7HOnDgALNnz+bWrVsAXL16lU2bNhEeHs7MmTMJDw8nNTWVuro6q76bN29m2rRpNv8rKiqyal9aWsq0adO4cuUKAI2NjaSnp7NkyRKCg4MJCwsjOTmZqqqqHj9/dXU1oaGhNufoz5x6ewEiIiLy8Ll8+TJJSUl0dnZa1dXX1xMTE0NTUxPLli3D29ubwsJCEhMTSUlJ4YknnrDqYzQamTJlCq6urly/fp3o6Ghu3LhBREQEo0aNorKyknfeeYdjx46xb98+vLy8zH0rKioYPnw4a9assRp38uTJNufy8/PD19eXtrY2YmNjuXjxIgsXLmT8+PFUV1dTUFBASUkJOTk5BAQEWI3R0NBAfHw8ra2tX/ar6/MULkVEROS+OnToEFu2bKGpqclmfU5ODjU1NezZs8cc7hYtWkRUVBQZGRmEhobi5uZmbt/R0UFJSQmrVq0CYPfu3dTX17Njxw5mzpxpbjd9+nQSExN57bXXSEpKAqCzs5PKykrmzJnDggULvtD6DQYDwcHBAOTm5lJZWUlycjIRERHmNvPmzWPlypXs3LmTzMxMi/6lpaVs2LCBa9eufaH5+hsdi4uIiMh9Ex8fz/r16xkyZAhhYWFW9R0dHRw8eJBJkyZZ7Bq6uLiwfPlyGhsbOXr0qEWfc+fO0dTUZA58x44dw9fX1yJYAoSEhODh4cHp06fNZX/6059oa2uzubtoS11dHRUVFcyaNcs818CBA1m8eLFFu7FjxzJmzBiLuQDS0tKIiYnBZDJZhNEHiXYuRURE+pD5RbW9vYRu/dfCoV97jKqqKuLi4oiMjGTfvn1W9Z9++iktLS1MnDjRqm7ChAnAnWc158+fby43GAyMHDkSPz8/ALKzs2lpabHq39raSmtrKw4Of91bKy8vB2DMmDEA3Lp1i4EDB+Lo6Ghz/QaDATc3N6ZMmQJAamoqDQ0NVu1NJhPXr1+3mAvgk08+YcWKFURFRXH48GH2799vc57+TOFSRESkDzlRd7u3l/CNys/Px9nZudv62to74drHx8eqbujQO+G2urraotxoNJp3LQGGDRtmc+zc3Fw6OjoIDAw0l33yyScAlJSUsH37dq5evcrAgQOZOXMm8fHx+Pr6Ws0VGBho/gxeXl4Wz292ee+996ivryckJMSiPCsrq8fP/yDQsbiIiIjcN/cKVs3NzQAWz1R2cXV1BTDfCIc7l3/Ky8vNx9TdOXHiBHv37sXd3Z2nn37aXF5RUQHAf//3f7Ny5UrS0tJ46qmnKC4uJioqyiLItre3c+LECYsga0tlZSXp6ek4OjoSHR1tUfegB0vQzqWIiIj0ISaTyeJfW+4+ai4uLsbZ2ZmpU6d2276kpMR8M33Tpk0WO5thYWGMHTuW//k//6c5vM6dO5dJkyaxfv16du3aRWpqKgBnzpzh5s2bPYbLCxcu8MILL3Djxg2SkpIYN27cF/vgDxCFSxEREekz3N3dAWhra7Oq69qx9PDwMJcZDAYCAwNxcXGxOV5hYSG/+MUvGDBgAJs3b7Y6prb1WiOAxx57jGHDhlFSUmIuMxqNjB49muHDh9vsYzAY+NnPfkZLSwsJCQksXbq0h0/64FK4FBER6UOCvAf29hJ61YgRIwBsvqanq6xr57G9vZ3jx48TGxtrc6xdu3bx+uuv4+HhwdatWwkKCvpSa/H09DQfm8Od8Njd8XtBQQHbtm3DwcGBlJQUHn/88S8114NE4VJERKQPsceN7P7M398fDw8Pzp07Z1XXVTZp0iQAysrKaG5utnlMnZGRQV5eHj4+PmRmZtp81VBjYyNxcXGMHDmStLQ0i7r29nb+9Kc/MXLkSODOLwZdvHiRl156yWqc3NxcMjMzGTRoEGlpaT0e0T8MdKFHRERE+gwnJyfmz5/PmTNnKCsrM5e3tbWRl5eHp6enOUwajUb8/f2tbnTv37+fvLw8Ro4c2e0v5AB8+9vfpqOjgz/84Q+cP3/eom7fvn00NzezcOFC4M6upbu7O4888ohFu+LiYrZv387gwYPJzs5+6IMlaOdSRERE+pjVq1dz5MgR1q5dS2RkJJ6enhQWFlJZWcnmzZvNz1d+/hVEcOddlllZWcCdizm2frfczc2NuXPnApCUlMTatWt5/vnnWbp0KUOHDuXkyZN8+OGHPProo/zkJz8xzxUUFISTk2V0ysjIwGQyMWfOHMrLy83vzbzbF/3lnweFwqWIiIj0KV5eXuTk5JCVlUV+fj7t7e0EBASQkZFhfuaxtraWiooK1q1bZ9H3/Pnz5p+VfPPNN22OP3z4cHO4fPTRR8nJySEnJ4ff/va3tLa2MmLECGJiYlixYgVOTk7cvn2bkydPEh8fbzFOTU0Nly5dAqCoqIiioiKb8z1s4XJAY2Nj93f9RURExK7q6urw9vbu7WVIP9eX/470zKWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiPSKs2fPMmPGDE6dOmVVV1NTw8aNGwkPDyckJISoqCiOHDnS7VgHDhxg9uzZ3Lp1C4CrV6+yadMmwsPDmTlzJuHh4aSmplJXV2fVt7Ozk7feeovIyEjmzJnDwoUL2bRpE7W1tTbnKi0tZdq0aVy5cgWAxsZG0tPTWbJkCcHBwYSFhZGcnExVVVWPn7+6uprQ0FCKiop6bNffOPX2AkREROThc/nyZZKSkujs7LSqq6+vJyYmhqamJpYtW4a3tzeFhYUkJiaSkpLCE088YdXHaDQyZcoUXF1duX79OtHR0dy4cYOIiAhGjRpFZWUl77zzDseOHWPfvn14eXmZ+27atInf//73hISEsHTpUi5dusTbb7/NmTNn+D//5//wN3/zN1Zz+fn54evrS1tbG7GxsVy8eJGFCxcyfvx4qqurKSgooKSkhJycHAICAqzW29DQQHx8PK2trXb4NvsWhUsRERG5rw4dOsSWLVtoamqyWZ+Tk0NNTQ179uxh8uTJACxatIioqCgyMjIIDQ3Fzc3N3L6jo4OSkhJWrVoFwO7du6mvr2fHjh3MnDnT3G769OkkJiby2muvkZSUBMDhw4f5/e9/z9KlS81lAH//939PSkoKv/3tb3n22Wct1mcwGAgODgYgNzeXyspKkpOTiYiIMLeZN28eK1euZOfOnWRmZlr0Ly0tZcOGDVy7du1Lf3f9gY7FRURE5L6Jj49n/fr1DBkyhLCwMKv6jo4ODh48yKRJk8zBEsDFxYXly5fT2NjI0aNHLfqcO3eOpqYmc+A7duwYvr6+FsESICQkBA8PD06fPm0uKygowN3dneeff96ibVhYGM8++yx+fn4W5XV1dVRUVDBr1izzXAMHDmTx4sUW7caOHcuYMWMs5gJIS0sjJiYGk8lkEUYfJNq5FBER6UPcUuJ6ewndat3wq689RlVVFXFxcURGRrJv3z6r+k8//ZSWlhYmTpxoVTdhwgTgzrOa8+fPN5cbDAZGjhxpDoLZ2dm0tLRYr7+1ldbWVhwc7uytdXR0cObMGYKCgnB3dwfg1q1bODo64uzsbBU4u+Zyc3NjypQpAKSmptLQ0ICjo6NFO5PJxPXr181zdfnkk09YsWIFUVFRHD58mP3793f7XfVXCpciIiJ9iGPlx729hG9Ufn4+zs7O3dZ3XaLx8fGxqhs6dChw5yLM3YxGo3nXEmDYsGE2x87NzaWjo4PAwEDzOG1tbYwYMYIPP/yQnJwcKioqcHR0JDAwkMTERPz9/a3mCgwMNH8GLy8vi+c3u7z33nvU19cTEhJiUZ6VldXj538Q6FhcRERE7pt7Bavm5mYAi2cqu7i6ugKYb4TDncs/5eXl5mPq7pw4cYK9e/fi7u7O008/DcCNGzcAOH78OBs2bGD27NmkpaURFRXFmTNniI6ONt8IB2hvb+fEiRMWQdaWyspK0tPTcXR0JDo62qLuQQ+WoHApIiIifYjJZLL415a7j5qLi4txdnZm6tSp3bYvKSkhISGBzs5ONm3aZN7Z/Oyzz4A7R/WpqanExcUxd+5cVq9ezSuvvEJTUxPZ2dnmcc6cOcPNmzd7DJcXLlwgLi6OGzdukJCQwLhx477YB3+AKFyKiIhIn9H17GNbW5tVXdeOpYeHh7nMYDAQGBiIi4uLzfEKCwt58cUX6ejoYPPmzRbH1F27o0OHDuWxxx6z6DdnzhyGDRvG8ePHzWVGo5HRo0czfPhwm3MZDAbWrFlDY2MjCQkJLF269It85AeOnrkUERHpQzoCxvf2EnrViBEjAGy+pqerrGvnsb29nePHjxMbG2tzrF27dvH666/j4eHB1q1bCQoKsqjvGsfT09Nm/yFDhlBRUWH+f4PB0O3xe0FBAdu2bcPBwYGUlBQef/zxnj7mA03hUkREpA+xx43s/szf3x8PDw/OnTtnVddVNmnSJADKyspobm62eUydkZFBXl4ePj4+ZGZm2nyR+be//W1GjhzJn/70J9ra2ix2Pzs7O6murjaH3ZqaGi5evMhLL71kNU5ubi6ZmZkMGjSItLS0Ho/oHwY6FhcREZE+w8nJifnz53PmzBnKysrM5W1tbeTl5eHp6WkOk0ajEX9/f3x9fS3G2L9/P3l5eYwcObLbX8jpsmjRIm7evMmbb75pUf7OO+/Q2NhofuWRwWDA3d2dRx55xKJdcXEx27dvZ/DgwWRnZz/0wRK0cykiIiJ9zOrVqzly5Ahr164lMjIST09PCgsLqaysZPPmzeYdxs+/ggjuvMsyKysLgLlz59r83XI3Nzfmzp0LwNNPP43BYCA7O5uqqiqmTp3KhQsXeOeddwgICOCZZ54xzxUUFISTk2V0ysjIwGQyMWfOHMrLyykvL7eab8GCBV/7O+lPFC5FRESkT/Hy8iInJ4esrCzy8/Npb28nICCAjIwM8zOPtbW1VFRUsG7dOou+58+fN/+s5Od3I7sMHz7cHC6dnZ3ZuXMn/+f//B8OHjzIhx9+yN/+7d/y5JNPEhMTg6urK7dv3+bkyZPEx8dbjFNTU8OlS5cAKCoqoqioyOZ8D1u4HNDY2Nj9XX8RERGxq7q6Ory9vXt7GdLP9eW/Iz1zKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ249TbCxAREZGH09mzZ1m1ahVZWVk8+uijFnU1NTXs2rWLEydO0NzczHe+8x2ee+45QkJCbI514MABXnnlFT744ANcXV25evUqr776KseOHeP69ev87d/+LTNnzmTNmjV4e3sDUF1dzQ9/+MMe1zh8+HDeffddi7LS0lJiYmLYv38/vr6+NDY2smfPHo4ePUpdXR0eHh48+uijxMTEMGrUqG7Hrq6u5ic/+QkvvfQSCxcuvPcX1k8oXIqIiMh9d/nyZZKSkujs7LSqq6+vJyYmhqamJpYtW4a3tzeFhYUkJiaSkpLCE088YdXHaDQyZcoUXF1duX79OtHR0dy4cYOIiAhGjRpFZWUl77zzDseOHWPfvn14eXnxt3/7t2zatMnm+n7/+99TUlLCY489ZnMuPz8/fH19aWtrIzY2losXL7Jw4ULGjx9PdXU1BQUFlJSUkJOTQ0BAgNUYDQ0NxMfH09ra+hW+vb5N4VJERETuq0OHDrFlyxaampps1ufk5FBTU8OePXuYPHkyAIsWLSIqKoqMjAxCQ0Nxc3Mzt+/o6KCkpIRVq1YBsHv3burr69mxYwczZ840t5s+fTqJiYm89tprJCUl4ebmxoIFC6zmLy8v5/Tp03zve9/jH//xH63qDQYDwcHBAOTm5lJZWUlycjIRERHmNvPmzWPlypXs3LmTzMxMi/6lpaVs2LCBa9eufdGvrF/RM5ciIiJy38THx7N+/XqGDBlCWFiYVX1HRwcHDx5k0qRJ5mAJ4OLiwvLly2lsbOTo0aMWfc6dO0dTU5M58B07dgxfX1+LYAkQEhKCh4cHp0+f7nZ9nZ2dpKSkAPDP//zPODlZ7sPV1dVRUVHBrFmzzHMNHDiQxYsXW7QbO3YsY8aMsZorLS2NmJgYTCaTRRh9kGjnUkREpA9pPbmut5fQLbfA7V97jKqqKuLi4oiMjGTfvn1W9Z9++iktLS1MnDjRqm7ChAnAnWc158+fby43GAyMHDkSPz8/ALKzs2lpabHq39raSmtrKw4O3e+tFRYWUl5eTlRUlHm8uxkMBtzc3JgyZQoAqampNDQ04OjoaNHOZDJx/fp1q7k++eQTVqxYQVRUFIcPH2b//v3drqW/UrgUERHpQzqb/tjbS/hG5efn4+zs3G19bW0tAD4+PlZ1Q4cOBe5chLmb0Wg071oCDBs2zObYubm5dHR0EBgYaLO+vb2dnJwcBg8ezLPPPmuzjdFoJDAw0PwZvLy88PLysmr33nvvUV9fb3UBKSsrq8fP/yDQsbiIiIjcN/cKVs3NzQAWz1R2cXV1BeDWrVvmsvr6esrLy83H1N05ceIEe/fuxd3dnaefftpmmw8++IDa2lqeeuopm/O3t7dz4sQJiyBrS2VlJenp6Tg6OhIdHW1R96AHS1C4FBERkT7EZDJZ/GvL3UfNxcXFODs7M3Xq1G7bl5SUkJCQQGdnJ5s2bep2Z/M//uM/cHFxYdmyZTbrz5w5w82bN3sMlxcuXCAuLo4bN26QkJDAuHHjum37oFK4FBERkT7D3d0dgLa2Nqu6rh1LDw8Pc5nBYCAwMBAXFxeb4xUWFvLiiy/S0dHB5s2bu31PZl1dHWfPnmXWrFkMGjTIZhuj0cjo0aMZPny4zXqDwcCaNWtobGwkISGBpUuXdv9BH2B65lJERKQPcRg0treX0KtGjBgBYPM1PV1lXTuP7e3tHD9+nNjYWJtj7dq1i9dffx0PDw+2bt1KUFBQt/MeOXIEk8nE448/3m0bg8HQ7fF7QUEB27Ztw8HBgZSUlB7HedApXIqIiPQh9riR3Z/5+/vj4eHBuXPnrOq6yiZNmgRAWVkZzc3NNo+pMzIyyMvLw8fHh8zMTJsvMr9baWkpDg4OTJs2zWZ9TU0NFy9e5KWXXrKqy83NJTMzk0GDBpGWltbjEf3DQMfiIiIi0mc4OTkxf/58zpw5Q1lZmbm8ra2NvLw8PD09zWHSaDTi7++Pr6+vxRj79+8nLy+PkSNHdvsLOZ93/vx5/Pz8zMfyn2cwGHB3d+eRRx6xKC8uLmb79u0MHjyY7Ozshz5YgnYuRUREpI9ZvXo1R44cYe3atURGRuLp6UlhYSGVlZVs3rzZ/Hzl519BBHfeZZmVlQXA3LlzOXXqlNX4bm5uzJ071/z/HR0dXLlyhenTp3e7JqPRSFBQkNVL1TMyMjCZTMyZM4fy8nLKy8ut+tr6FaAHmcKliIiI9CleXl7k5OSQlZVFfn4+7e3tBAQEkJGRYX7msba2loqKCtatW2fR9/z58+aflXzzzTdtjj98+HCLcPmXv/yFzs5O/uZv/sZm+9u3b3Py5Eni4+Mtymtqarh06RIARUVFFBUV2ez/sIXLAY2Njd3f9RcRERG7qqurw9vbu7eXIf1cX/470jOXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiLSK86ePcuMGTM4deqUVV1NTQ0bN24kPDyckJAQoqKiOHLkSLdjHThwgNmzZ3Pr1i0Arl69yqZNmwgPD2fmzJmEh4eTmppKXV2dVd9Lly6RnJzM/PnzmTVrFsuWLSM3N5fOzk6bc5WWljJt2jSuXLkCQGNjI+np6SxZsoTg4GDCwsJITk6mqqqqx89fXV1NaGgoRUVFPbbrb5x6ewEiIiLy8Ll8+TJJSUk2A1x9fT0xMTE0NTWxbNkyvL29KSwsJDExkZSUFJ544gmrPkajkSlTpuDq6sr169eJjo7mxo0bREREMGrUKCorK3nnnXc4duwY+/btw8vLC7gT8KKjo2lra+PJJ59kxIgRHD58mMzMTC5dusQ//dM/2ZzLz88PX19f2traiI2N5eLFiyxcuJDx48dTXV1NQUEBJSUl5OTkEBAQYDVGQ0MD8fHxtLa22uHb7FsULkVEROS+OnToEFu2bKGpqclmfU5ODjU1NezZs4fJkycDsGjRIqKiosjIyCA0NBQ3Nzdz+46ODkpKSli1ahUAu3fvpr6+nh07djBz5kxzu+nTp5OYmMhrr71GUlISAL/5zW9oampiy5YtzJ8/H4ClS5cSFxfHb3/7W5YvX86oUaMs1mcwGAgODgYgNzeXyspKkpOTiYiIMLeZN28eK1euZOfOnWRmZlr0Ly0tZcOGDVy7du2rfH19nsKliIhIH/Lqf6b09hK69dMfbPjaY8THx2MwGBg9ejQzZszg/ffft6jv6Ojg4MGDTJo0yRwsAVxcXFi+fDmpqakcPXrUHAQBzp07R1NTkznwHTt2DF9fX4tgCRASEoKHhwenT582l12+fBmA2bNnW7QNDQ3l5MmTlJeXW4TLuro6KioqWLt2rXmugQMHsnjxYov+Y8eOZcyYMRZzAaSlpfH2228zdOhQIiIi2L9//xf63voThUsREZE+5E91lb29hG9UVVUVcXFxREZGsm/fPqv6Tz/9lJaWFiZOnGhVN2HCBODOs5p3h0uDwcDIkSPx8/MDIDs7m5aWFqv+ra2ttLa24uDw1ysno0aN4tixY3z66afm8eGvodPb29tiDIPBgJubG1OmTAEgNTWVhoYGHB0dLdqZTCauX79uMRfAJ598wooVK4iKiuLw4cMKlyIiIiJfR35+Ps7Ozt3W19bWAuDj42NVN3ToUODOc5J3MxqN5l1LgGHDhtkcOzc3l46ODgIDA81lzz77LCUlJaSkpJCYmIivry9Hjx7lt7/9LUFBQTzyyCNWcwUGBpo/g5eXl/n5zbu999571NfXExISYlGelZXV4+d/EOi2uIiIiNw39wpWzc3NABbPVHZxdXUFMN8IhzuXf8rLy5k1a1aP4544cYK9e/fi7u7O008/bS738vJizZo11NbW8vzzz/PDH/6Qbdu2MWHCBNLT0xkwYIC5bXt7OydOnLAIsrZUVlaSnp6Oo6Mj0dHRFnUPerAEhUsRERHpQ0wmk8W/ttx91FxcXIyzszNTp07ttn1JSQkJCQl0dnayadMmi53NN954g+TkZDw9PVm/fj1bt27lJz/5CR9//DFxcXHcuHHD3PbMmTPcvHmzx3B54cIFc7+EhATGjRv3hT73g0TH4iIiIn3I33lbv7bmYeLu7g5AW1ubVV3XjqWHh4e5zGAwEBgYiIuLi83xCgsL+cUvfsGAAQPYvHmzxTF1c3MzOTk5eHt78/rrrzNo0CAAHnvsMcaOHcvGjRt5/fXXeeGFF4A7R+KjR49m+PDhNucyGAz87Gc/o6WlhYSEBJYuXfoVvoH+T+FSRESkD7HHjez+bMSIEQA2X9PTVda189je3s7x48eJjY21OdauXbt4/fXX8fDwYOvWrQQFBVnUX758mba2NubOnWsOll0ef/xxfvGLX3D8+HFzmcFg6Pb4vaCggG3btuHg4EBKSgqPP/74F/zEDx4di4uIiEif4e/vj4eHB+fOnbOq6yqbNGkSAGVlZTQ3N9s8ps7IyOD111/Hx8eHPXv2WAVL+Ovzjx0dHVZ1JpOJzs5O8/F8TU0NFy9etDlXbm4uW7duxd3dnV/+8pcPdbAEhUsRERHpQ5ycnJg/fz5nzpyhrKzMXN7W1kZeXh6enp7mgGc0GvH398fX19dijP3795OXl8fIkSO7/YUcgDFjxjB8+HA++OAD8y31Lu+++y5tbW1Mnz4duLNr6e7ubnV7vLi4mO3btzN48GCys7N7fPbzYaFjcREREelTVq9ezZEjR1i7di2RkZF4enpSWFhIZWUlmzdvNj9f+flXEMGdd1lmZWUBMHfuXJu/W+7m5sbcuXNxcHDgf//v/82LL77Is88+y49+9COGDBlCWVkZv//97xk9ejQrV640zxUUFISTk2V0ysjIwGQyMWfOHMrLyykvL7eab8GCBXb5XvoLhUsRERHpU7y8vMjJySErK4v8/Hza29sJCAggIyPD/MxjbW0tFRUVrFu3zqLv+fPnzT8r+eabb9ocf/jw4cydOxe485OQe/fuZe/eveTn59PS0sLQoUOJjIwkOjoaDw8Pbt++zcmTJ4mPj7cYp6amhkuXLgFQVFREUVGRzfketnA5oLGxsfu7/iIiImJXdXV1Vr/6IvJl9eW/Iz1zKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIr3i7NmzzJgxg1OnTlnV1dTUsHHjRsLDwwkJCSEqKoojR450O9aBAweYPXs2t27dAuDq1ats2rSJ8PBwZs6cSXh4OKmpqdTV1Vn1raysJDExkX/4h3/gscceY82aNRgMhm7nKi0tZdq0aVy5cgWAxsZG0tPTWbJkCcHBwYSFhZGcnExVVVWPn7+6uprQ0FCKiop6bNffOPX2AkREROThc/nyZZKSkujs7LSqq6+vJyYmhqamJpYtW4a3tzeFhYUkJiaSkpLCE088YdXHaDQyZcoUXF1duX79OtHR0dy4cYOIiAhGjRpFZWUl77zzDseOHWPfvn14eXkB8PHHHxMXF8dnn33Gj370I/z8/PjDH/5AfHw8L774IsuXL7c5l5+fH76+vrS1tREbG8vFixdZuHAh48ePp7q6moKCAkpKSsjJySEgIMBqjIaGBuLj42ltbbXDt9m3KFyKiIjIfXXo0CG2bNlCU1OTzfqcnBxqamrYs2cPkydPBmDRokVERUWRkZFBaGgobm5u5vYdHR2UlJSwatUqAHbv3k19fT07duxg5syZ5nbTp08nMTGR1157jaSkJAC2bt1KS0uLRdsnn3ySl19+mV/+8pcEBwfj5+dnsT6DwUBwcDAAubm5VFZWkpycTEREhLnNvHnzWLlyJTt37iQzM9Oif2lpKRs2bODatWtf6fvr63QsLiIiIvdNfHw869evZ8iQIYSFhVnVd3R0cPDgQSZNmmQOlgAuLi4sX76cxsZGjh49atHn3LlzNDU1mQPfsWPH8PX1tQiWACEhIXh4eHD69GkArl27xvnz5wkKCrJoO2DAAJ577jlu375tdWRdV1dHRUUFs2bNMs81cOBAFi9ebNFu7NixjBkzxjxXl7S0NGJiYjCZTBZh9EGinUsREZE+5N133+3tJXRryZIlX3uMqqoq4uLiiIyMZN++fVb1n376KS0tLUycONGqbsKECcCdZzXnz59vLjcYDIwcOdK8w5idnU1LS4tV/9bWVlpbW3FwuLO31rVz+Pd///dWbbvGOn/+vEW5wWDAzc2NKVOmAJCamkpDQwOOjo4W7UwmE9evXzfP1eWTTz5hxYoVREVFcfjwYfbv3281d3+ncCkiItKH1NbW9vYSvlH5+fk4Ozt3W9/1+X18fKzqhg4dCty5CHM3o9Fo3rUEGDZsmM2xc3Nz6ejoIDAwEMB8tH7z5k2rto2NjQBWF4CMRiOBgYHmz+Dl5WV+fvNu7733HvX19YSEhFiUZ2Vl9fj5HwQ6FhcREZH75l7Bqrm5GcDimcourq6uAOYb4XDn8k95ebn5mLo7J06cYO/evbi7u/P0008DMHr0aAYNGsTRo0fN83b54IMPAGhrazOXtbe3c+LECYsga0tlZSXp6ek4OjoSHR1tUfegB0tQuBQREZE+xGQyWfxry91HzcXFxTg7OzN16tRu25eUlJCQkEBnZyebNm0y72w6OTmxcuVK/vznP/PCCy9w+vRprly5Qn5+vjmIOjn99ZD3zJkz3Lx5s8dweeHCBeLi4rhx4wYJCQmMGzfuC3/2B4WOxUVERKTPcHd3Byx3DLt07Vh6eHiYywwGA4GBgbi4uNgcr7CwkF/84hcMGDCAzZs3Wx1TP/3009y+fZu9e/eyZs0a4M6xempqKpmZmQwaNMjc1mg0Mnr0aIYPH25zLoPBwM9+9jNaWlpISEhg6dKlX+KTPzgULkVERPqQrucKH1YjRowAsPmanq6yrp3H9vZ2jh8/TmxsrM2xdu3axeuvv46Hhwdbt24lKCjIZrvnnnuOZcuWUVFRgaurKwEBAXR0dFBTU2NxschgMHR7/F5QUMC2bdtwcHAgJSWFxx9//It/6AeMwqWIiEgfYo8b2f2Zv78/Hh4enDt3zqquq2zSpEkAlJWV0dzcbPOYOiMjg7y8PHx8fMjMzLT5InOA//qv/8LZ2ZnQ0FCLVx+VlJRw+/ZtHn30UeDOLwZdvHiRl156yWqM3Nxc8y5nWlpaj0f0DwM9cykiIiJ9hpOTE/Pnz+fMmTOUlZWZy9va2sjLy8PT09McJo1GI/7+/vj6+lqMsX//fvLy8hg5cmS3v5DT5e233yYlJYW//OUv5rLm5mays7Px9vY2v4vTYDDg7u7OI488YtG/uLiY7du3M3jwYLKzsx/6YAnauRQREZE+ZvXq1Rw5coS1a9cSGRmJp6cnhYWFVFZWsnnzZvPzlZ9/BRHceZdlVlYWAHPnzrX5u+Vubm7MnTsXgOjoaNauXcuaNWv44Q9/iMlkYv/+/Vy5coX09HTzDXWj0UhQUJDFBR+4s0NqMpmYM2cO5eXllJeXW823YMGCr/2d9CcKlyIiItKneHl5kZOTQ1ZWFvn5+bS3txMQEEBGRob5mcfa2loqKipYt26dRd/z58+bf1byzTfftDn+8OHDzeFy2rRp7Nixg5ycHLKzs3FycmLSpEls3LiR8ePHA3D79m1OnjxJfHy8xTg1NTVcunQJgKKiIqtf8+nysIXLAY2Njd3f9RcRERG7qqurw9vbu7eXIf1cX/470jOXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiLSK86ePcuMGTM4deqUVV1NTQ0bN24kPDyckJAQoqKiOHLkSLdjHThwgNmzZ3Pr1i0AGhoa+MUvfsGSJUuYM2cOkZGRFBQUYDKZrPo2NjaSnp7O4sWLzW0LCwu7nau0tJRp06Zx5coVi/5LliwhODiYsLAwkpOTqaqq6vHzV1dXExoaSlFRUY/t+hun3l6AiIiIPHwuX75MUlISnZ2dVnX19fXExMTQ1NTEsmXL8Pb2prCwkMTERFJSUnjiiSes+hiNRqZMmYKrqyvNzc3ExMRQU1PD0qVLGTlyJMXFxWzdupXKykqSkpLM/VpbW3nhhReoqKhg6dKljBo1iv/7f/8vmzdv5s9//jMrV660OZefnx++vr60tbURGxvLxYsXWbhwIePHj6e6upqCggJKSkrIyckhICDAaoyGhgbi4+NpbW39mt9k36NwKSIiIvfVoUOH2LJlC01NTTbrc3JyqKmpYc+ePUyePBmARYsWERUVRUZGBqGhobi5uZnbd3R0UFJSwqpVqwD493//dy5dusSWLVuYP38+AD/+8Y9JSEigoKCA5cuX4+fnB8Bbb73FH//4RzZv3kxYWBgAERERrFu3jpycHMLDwxk2bJjF+gwGA8HBwQDk5uZSWVlJcnIyERER5jbz5s1j5cqV7Ny5k8zMTIv+paWlbNiwgWvXrn3l77Av07G4iIiI3Dfx8fGsX7+eIUOGmMPc3To6Ojh48CCTJk0yB0sAFxcXli9fTmNjI0ePHrXoc+7cOZqamsyB77PPPmP8+PF8//vft2g3ffp0TCYTFy5cMJcdOHCAoUOHWqxlwIABPPPMM9y+fZuDBw9ajFFXV0dFRQWzZs0C4NixYwwcOJDFixdbtBs7dixjxozh9OnTFuVpaWnExMRgMpkswuiDRDuXIiIifUj+D3/T20vo1lPvPP21x6iqqiIuLo7IyEj27dtnVf/pp5/S0tLCxIkTreomTJgA3HlWs2tHEu7sJI4cOdK8G/mP//iPNufuCpUjRowAoLm5maqqKubOnWvVtmv+c+fOWZQbDAbc3NyYMmUKAKmpqTQ0NODo6GjRzmQycf36dRwcLPfxPvnkE1asWEFUVBSHDx9m//79NtfanylcioiI9CE1pVd7ewnfqPz8fJydnbutr62tBcDHx8eqbujQocCdizB3MxqN5l3Lz2ttbeXKlSscOHCA3/3ud4SGhppDam1tLSaTyerYG8DV1ZVBgwbZnCswMND8Gby8vPDy8rLq/95771FfX09ISIhFeVZWVo+f/0GgY3ERERG5b+4VrJqbmwEsnqns4urqCmC+EQ53Lv+Ul5ebj6k/b/fu3URGRvLmm2/yd3/3d6xbt85qrm9961s2+7q6ulpcuGlvb+fEiRPdBtkulZWVpKen4+joSHR0tEXdgx4sQeFSRERE+pCuVwXZemVQl7uPmouLi3F2dmbq1Kk2286ePZtt27bx/PPP85e//IUVK1bw8ccf25zT1lruPu4+c+YMN2/e7DFcXrhwgbi4OG7cuEFCQgLjxo3rtu2DSuFSRERE+gx3d3cA2trarOq6diw9PDzMZQaDgcDAQFxcXGyOFxQUREhICM8++yxZWVncunWLX/7yl8Bfdyzv3gn9/Hx3z2U0Ghk9ejTDhw+32d5gMLBmzRoaGxtJSEhg6dKl9/q4DyQ9cykiItKH+EyxHVweFl2XbWy9pqerrOsZyfb2do4fP05sbOwXGvt//I//wejRozl//rx5rgEDBpif87xba2srN27cMD/nCXfCY3fH7wUFBWzbtg0HBwdSUlJ4/PHHv9CaHkQKlyIiIn2IPW5k92f+/v54eHhY3dKGv97cnjRpEgBlZWU0NzdbHFObTCaeeeYZnJ2dee2116zGuHnzpnmX81vf+hajRo2yBKrE/gABAABJREFUOiaHOzfSAfPrkGpqarh48SIvvfSSVdvc3FwyMzMZNGgQaWlp3R7RPyx0LC4iIiJ9hpOTE/Pnz+fMmTOUlZWZy9va2sjLy8PT09McJo1GI/7+/vj6+prbDRgwAG9vb86ePUtJSYnF2AcPHuTq1asWrx5asGABV69e5f333zeXmUwm3nzzTZydnc3vvzQYDLi7u/PII49YjFlcXMz27dsZPHgw2dnZD32wBO1cioiISB+zevVqjhw5wtq1a4mMjMTT05PCwkIqKyvZvHmzeeexu1cQrVu3jv/+7/9m/fr1/PjHP2bkyJGcO3eO//zP/8Tf39/iGH358uX8/ve/Z9OmTfzxj3/Ez8+PDz74gOPHj/PCCy+YXzNkNBoJCgrCyckyOmVkZGAymZgzZw7l5eWUl5dbrWfBggX2/Hr6PIVLERER6VO8vLzIyckhKyuL/Px82tvbCQgIICMjw/zMY21tLRUVFRavFuri7+/PG2+8we7duykqKuLGjRsMGzaMyMhIoqKiLC7puLq6snv3bn71q19x4MABbt68ib+/P//yL/9CeHg4ALdv3+bkyZPEx8dbzFNTU8OlS5cAKCoqoqioyObnedjC5YDGxsbu7/qLiIiIXdXV1eHt7d3by5B+ri//HemZSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLEREREbEbhUsRERERsRuFSxERERGxG4VLERER6RVnz55lxowZnDp1yqqupqaGjRs3Eh4eTkhICFFRURw5cqTbsQ4cOMDs2bO5desWAA0NDfziF79gyZIlzJkzh8jISAoKCjCZTF95TV1KS0uZNm0aV65cAaCxsZH09HSWLFlCcHAwYWFhJCcnU1VV1eNc1dXVhIaGUlRU1GO7/saptxcgIiIiD5/Lly+TlJREZ2enVV19fT0xMTE0NTWxbNkyvL29KSwsJDExkZSUFJ544gmrPkajkSlTpuDq6kpzczMxMTHU1NSwdOlSRo4cSXFxMVu3bqWyspKkpKQvvabPz+Xn54evry9tbW3ExsZy8eJFFi5cyPjx46murqagoICSkhJycnIICAiwGqOhoYH4+HhaW1u/4DfWfyhcioiIyH116NAhtmzZQlNTk836nJwcampq2LNnD5MnTwZg0aJFREVFkZGRQWhoKG5ubub2HR0dlJSUsGrVKgD+/d//nUuXLrFlyxbmz58PwI9//GMSEhIoKChg+fLl+Pn5fak13c1gMBAcHAxAbm4ulZWVJCcnExERYW4zb948Vq5cyc6dO8nMzLToX1payoYNG7h27do95+qPdCwuIiIi9018fDzr169nyJAhhIWFWdV3dHRw8OBBJk2aZA6WAC4uLixfvpzGxkaOHj1q0efcuXM0NTWZA99nn33G+PHj+f73v2/Rbvr06ZhMJi5cuPCl1nS3uro6KioqmDVrFgDHjh1j4MCBLF682KLd2LFjGTNmDKdPn7YoT0tLIyYmBpPJZBFGHyTauRQREelD5hfV9vYSuvVfC4d+7TGqqqqIi4sjMjKSffv2WdV/+umntLS0MHHiRKu6CRMmAHeei+zakYQ7O4kjR44070b+4z/+o825u0LliBEjvtSa7mYwGHBzc2PKlCkApKam0tDQgKOjo0U7k8nE9evXcXCw3Mf75JNPWLFiBVFRURw+fJj9+/f3OF9/pHApIiLSh5you93bS/hG5efn4+zs3G19be2dcO3j42NVN3TonXBbXV1tUW40Gs27lp/X2trKlStXOHDgAL/73e8IDQ01h9QvuqbPzxUYGGhu7+XlhZeXl1W79957j/r6ekJCQizKs7KyvvBc/ZWOxUVEROS+uVewam5uBrB4prKLq6srgPlGONy5/FNeXm4+pv683bt3ExkZyZtvvsnf/d3fsW7dui+9pi7t7e2cOHGi2yDbpbKykvT0dBwdHYmOjv5Kc/VnCpciIiLSZ3S9KqinVwbdfdRcXFyMs7MzU6dOtdl29uzZbNu2jeeff56//OUvrFixgo8//vgrre3MmTPcvHmzx3B54cIF4uLiuHHjBgkJCYwbN+4rzdWfKVyKiIhIn+Hu7g5AW1ubVV3XjqWHh4e5zGAwEBgYiIuLi83xgoKCCAkJ4dlnnyUrK4tbt27xy1/+8iutzWg0Mnr0aIYPH26z3mAwsGbNGhobG0lISGDp0qVfaZ7+Ts9cioiI9CFB3gN7ewm9quuyja3X9HSVDRs2DLhzTH38+HFiY2O/0Nj/43/8D0aPHs358+e/0toMBkO3x+8FBQVs27YNBwcHUlJSePzxx7/SHA8ChUsREZE+xB43svszf39/PDw8OHfunFVdV9mkSZMAKCsro7m52eKY2mQy8cwzz+Ds7Mxrr71mNcbNmze73eXsSU1NDRcvXuSll16yqsvNzSUzM5NBgwaRlpbW7RH9w0LH4iIiItJnODk5MX/+fM6cOUNZWZm5vK2tjby8PDw9Pc1h0mg04u/vj6+vr7ndgAED8Pb25uzZs5SUlFiMffDgQa5evcrcuXO/9LoMBgPu7u488sgjFuXFxcVs376dwYMHk52d/dAHS9DOpYiIiPQxq1ev5siRI6xdu5bIyEg8PT0pLCyksrKSzZs3m3ceu3sF0bp16/jv//5v1q9fz49//GNGjhzJuXPn+M///E/8/f2/8DH63YxGI0FBQTg5WUanjIwMTCYTc+bMoby8nPLycqu+CxYs+NLz9WcKlyIiItKneHl5kZOTQ1ZWFvn5+bS3txMQEEBGRob5mcfa2loqKipsvlrI39+fN954g927d1NUVMSNGzcYNmwYkZGRREVFWVwI+iJu377NyZMniY+Ptyivqanh0qVLABQVFVFUVGSz/8MWLgc0NjZ2f9dfRERE7Kqurg5vb+/eXob0c33570jPXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiEivOHv2LDNmzODUqVM269vb21mxYgWbNm3qcZyIiAiys7Nt1qWlpbFkyZIe+6empvLTn/7U/P+lpaWsXbuW73//+8yaNYsf//jHvPrqq3z22Wc9jvPrX/+aadOm9djmYaBwKSIiIvfd5cuXSUpKorOz02Z9R0cHGzdupLy8vMdxLl26xJUrV5g5c6ZV3VtvvcXbb799z7WUlJQQHBwMwOnTp4mLi6OiooLIyEji4+MJCAggJyeHF198sdv1Hj58mF/96lf3nOth4NTbCxAREZGHy6FDh9iyZQtNTU0262tqati4cSOlpaX3HMtgMDB48GAmTpxoLrt16xb/9m//9oWC5YULF6irqzOHy1deeQV3d3feeOMNvLy8AFi6dCmZmZnk5uby4YcfMm/ePHP/9vZ23njjDXJycujo6LjnfA8D7VyKiIjIfRMfH8/69esZMmQIYWFhVvUHDhzgySef5OOPP+a5556753jFxcXMmDEDB4c7keaTTz7hRz/6EW+//TYREREMHTq0x/5GoxFvb2+++93vcu3aNS5fvkxoaKg5WHb5wQ9+AGAReOvq6njqqafIzs5m9uzZjB079p7rfRho51JERKQPcUuJ6+0ldKt1w9c/9q2qqiIuLo7IyEj27dtnVV9eXs6sWbN4/vnncXR0tNnGvJ7WVkpLS3n55ZfNZVeuXMHb25tNmzYRFBR0z+ctjUaj+Uh9yJAhvP3227i4uFi1+/Of/wxgDrEA169fx8HBgVdeeYV58+axZs2aHud6WChcioiI9CGOlR/39hK+Ufn5+Tg7O3dbHxcXZ66vrq7ucawTJ07Q3t5u8bxlcHAwc+fO/UJraWpq4uzZs0RGRgLg5OSEn5+fzba/+c1vAHj00UfNZWPGjOGtt95iwIABX2i+h4XCpYiIiNw3PQXLL1J/N4PBwPjx4/n2t7/9lfqXlJQwYMCAe97w3rt3L8ePH2fs2LGEhISYy52cFKNs0TOXIiIi0i/dfcv7qzAajXzve9/D3d292zZ79+4lOzsbT09Pfv7zn1sci4tt+oZERESk36msrOTq1atfOVyaTKYew2l7ezs///nPyc7OZujQoezatQtfX9+vs+SHhvZzRURE+pCOgPG9vYR+wWg04unpybhx475S//Pnz9PQ0GAzXLa0tJCcnExxcTFjxoxh+/bt+Pj4fN0lPzQULkVERPoQe9zIfhgYjUZmzJjxlS/TGI1GfHx8CAgIsChvbW1l7dq1fPTRRwQGBpKWloaHh4c9lvzQ0LG4iIiI9Cs3b97ko48++trPW9r6VZ8tW7bw0UcfMWfOHHbs2KFg+RVo51JERET6lePHj2MymZgxY8ZX6t/Y2GjzJe1lZWW8//77DBw4kJkzZ/LBBx9Y9fX19WXy5Mlfad6HhcKliIiI9CtGo5GJEycyaNCgr9S/pKQER0dHgoKCLMqPHz8OwO3bt0lLS7PZ9wc/+IHC5T0MaGxsNPX2IkRERB4WdXV1eHt79/YypJ/ry39HeuZSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERER6xdmzZ5kxYwanTp2yWd/e3s6KFSvYtGlTj+NERESQnZ1t/v/f/e53PPvss8yZM4c5c+bw3HPPcfDgwW77p6am8tOf/tT8/6Wlpaxdu5bvf//7zJo1ix//+Me8+uqrfPbZZz2u49e//jXTpk3rsc3DQOFSRERE7rvLly+TlJREZ2enzfqOjg42btxIeXl5j+NcunSJK1euMHPmTAD27t1LamoqDg4OxMbGsmbNGjo6OtiwYQM5OTk2xygpKSE4OBiA06dPExcXR0VFBZGRkcTHxxMQEEBOTg4vvvhit+s9fPgwv/rVr77ox3+gOfX2AkREROThcujQIbZs2UJTU5PN+pqaGjZu3Ehpaek9xzIYDAwePJiJEydy7do1cnJy+N73vsfu3btxdHQE4KmnnmL16tW89tprLFmyBG9vb3P/CxcuUFdXZw6Xr7zyCu7u7rzxxht4eXkBsHTpUjIzM8nNzeXDDz9k3rx55v7t7e288cYb5OTk0NHR8ZW/kweJdi5FRETkvomPj2f9+vUMGTKEsLAwq/oDBw7w5JNP8vHHH/Pcc8/dc7zi4mJmzJiBg4MDJ0+epKOjg4iICHOwBHByciIsLIz29nbKysos+huNRry9vfnud7/LtWvXuHz5MqGhoeZg2eUHP/gBgEXgraur46mnniI7O5vZs2czduzYL/NVPLC0cykiItKHtJ5c19tL6JZb4PavPUZVVRVxcXFERkayb98+q/ry8nJmzZrF888/j6Ojo802XVpbWyktLeXll18G4B/+4R8YO3YsQ4cOtWrb0NAAgIOD5b6a0Wg0H6kPGTKEt99+GxcXF6v+f/7zn636X79+HQcHB1555RXmzZvHmjVrev7wDwmFSxERkT6ks+mPvb2Eb1R+fj7Ozs7d1sfFxZnrq6urexzrxIkTtLe3m8Ohm5sbAQEBVu1u3LjBu+++i5OTE9/73vfM5U1NTZw9e5bIyEjgzg6nn5+fzbl+85vfAPDoo4+ay8aMGcNbb73FgAEDelznw0bH4iIiInLf9BQsv0j93QwGA+PHj+fb3/52t23a29v553/+ZxobG3nyySfx9PQ015WUlDBgwIB73vDeu3cvx48fZ+zYsYSEhJjLnZycFCxtULgUERGRfunuW962tLW1sX79eoxGI9/73vd4/vnnLeq7yt3d3bsdY+/evWRnZ+Pp6cnPf/5zq2N1saZvSERERPqdyspKrl692m24bGhoIDY2lj/84Q9MnTqV7du3W+yKmkymHsNpe3s7P//5z8nOzmbo0KHs2rULX1/fb+SzPGj0zKWIiEgf4jBIN46/CKPRiKenJ+PGjbOqu3TpEuvWrePKlSt8//vf51/+5V+sLumcP3+ehoYGm+GypaWF5ORkiouLGTNmDNu3b8fHx+cb+ywPGoVLERGRPsQeN7IfBkajkRkzZlg983jp0iViYmJoaGhgxYoV/K//9b9sPhdpNBrx8fGxugDU2trK2rVr+eijjwgMDCQtLQ0PD49v9LM8aHQsLiIiIv3KzZs3+eijj6x2HVtaWnjxxRdpaGjg+eef54UXXuj2ws3dryC625YtW/joo4+YM2cOO3bsULD8CrRzKSIiIv3K8ePHMZlMzJgxw6L8rbfe4k9/+hO+vr4MHTqU3//+91Z9J0+ejLu7u82XtJeVlfH+++8zcOBAZs6cyQcffGDV39fXl8mTJ9v18zxoFC5FRESkXzEajUycOJFBgwZZlB87dgyAK1eusHHjRpt9N2zYgJOTE46OjgQFBVnUHT9+HIDbt2+TlpZms/8PfvADhct7GNDY2Gjq7UWIiIg8LOrq6ix+21rkq+jLf0d65lJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERHrF2bNnmTFjBqdOnbJZ397ezooVK9i0aVOP40RERJCdnW3+/8OHDxMVFcVjjz1GWFgYP/vZz/j//r//r9v+qamp/PSnPzX/f2lpKWvXruX73/8+s2bN4sc//jGvvvoqn332WY/r+PWvf820adN6bPMwULgUERGR++7y5cskJSXR2dlps76jo4ONGzdSXl7e4ziXLl3iypUrzJw5E4CCggKSkpIAiI2N5amnnuLYsWM8++yzXL582eYYJSUlBAcHA3D69Gni4uKoqKggMjKS+Ph4AgICyMnJ4cUXX+x2vYcPH+ZXv/rVF/rsDzqn3l6AiIiIPFwOHTrEli1baGpqsllfU1PDxo0bKS0tvedYBoOBwYMHM3HiRFpbW9mxYwff+c53ePXVV3FyuhNzZs2axf/8n/+TnJwcUlJSLPpfuHCBuro6c7h85ZVXcHd354033sDLywuApUuXkpmZSW5uLh9++CHz5s0z929vb+eNN94gJyeHjo6Or/R9PGi0cykiIiL3TXx8POvXr2fIkCGEhYVZ1R84cIAnn3ySjz/+mOeee+6e4xUXFzNjxgwcHBy4cuUK48aN48knnzQHS4CxY8cyePBgLly4YNXfaDTi7e3Nd7/7Xa5du8bly5cJDQ01B8suP/jBDwAsAm9dXR1PPfUU2dnZzJ49m7Fjx37Rr+GBpp1LERGRPuTV/0y5d6Ne8tMfbPjaY1RVVREXF0dkZCT79u2zqi8vL2fWrFk8//zzODo62mzTpbW1ldLSUl5++WUAvvOd71g8e9nl6tWr/OUvf2HChAlWdUaj0XykPmTIEN5++21cXFys2v35z38GwMHhr/ty169fx8HBgVdeeYV58+axZs2aHj/7w0LhUkREpA/5U11lby/hG5Wfn4+zs3O39XFxceb66urqHsc6ceIE7e3t5nD4edeuXeP8+fPs2rULFxcXoqOjLeqbmpo4e/YskZGRADg5OeHn52dzrN/85jcAPProo+ayMWPG8NZbbzFgwIAe1/mwUbgUERGR+6anYPlF6u9mMBgYP3483/72t63qmpubWbRokfn/Y2NjrXYuS0pKGDBgwD1veO/du5fjx48zduxYQkJCzOV3H73LX+lbERERkX6ppKTEIkDezWQykZKSgoODA++99x67du2isrKSzZs3m9sYjUa+973v4e7u3u0ce/fuJTs7G09PT37+859bHIuLbfqGREREpN+prKzk6tWr5lven/c3f/M3PPHEE4SFhfGv//qvPPbYY7z//vucPn0auBM+734F0ee1t7fz85//nOzsbIYOHcquXbvw9fX9xj7Pg0Q7lyIiIn3I33kH9PYS+gWj0Yinpyfjxo37Qu2feOIJDh06xPnz55k6dSrnz5+noaHBZrhsaWkhOTmZ4uJixowZw/bt2/Hx8bH3R3hgKVyKiIj0Ifa4kf0wMBqNzJgxw+IyTWFhIdnZ2SQlJREaGmrR/ubNmwDmm+BGoxEfHx8CAizDfGtrK2vXruWjjz4iMDCQtLQ0PDw8vuFP82DRsbiIiIj0Kzdv3uSjjz6y2nX8zne+Q11dHb/5zW8sXmh+69Yt/v3f/x0nJydmzZoFWL6C6G5btmzho48+Ys6cOezYsUPB8ivQzqWIiIj0K8ePH8dkMjFjxgyL8vHjx/Pkk0/yH//xH6xZs4b58+fT2trK7373Oy5fvkxCQgLDhw+nsbHR5kvay8rKeP/99xk4cCAzZ87kgw8+sJrb19eXyZMnf5Mfr99TuBQREZF+xWg0MnHiRAYNGmRVl5iYyHe+8x3efvttduzYgbOzM+PHjycxMdEcRktKSnB0dCQoKMii7/HjxwG4ffs2aWlpNuf+wQ9+oHB5DwMaGxtNvb0IERGRh0VdXR3e3t69vQzp5/ry35GeuRQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERkV5x9uxZZsyYwalTp2zWt7e3s2LFCjZt2tTjOBEREWRnZ9us++STT5g9e3aPY6SmpvLTn/7U/P+lpaWsXbuW73//+8yaNYsf//jHvPrqq3z22Wc9ruPXv/4106ZN67HNw0DhUkRERO67y5cvk5SURGdnp836jo4ONm7cSHl5eY/jXLp0iStXrjBz5kyrura2NjZs2HDPUFhSUkJwcDAAp0+fJi4ujoqKCiIjI4mPjycgIICcnBxefPHFbtd7+PBhfvWrX/U4z8PCqbcXICIiIg+XQ4cOsWXLFpqammzW19TUsHHjRkpLS+85lsFgYPDgwUycONGq7pe//CV/+tOfeux/4cIF6urqzOHylVdewd3dnTfeeAMvLy8Ali5dSmZmJrm5uXz44YfMmzfP3L+9vZ033niDnJwcOjo67rneh4F2LkVEROS+iY+PZ/369QwZMoSwsDCr+gMHDvDkk0/y8ccf89xzz91zvOLiYmbMmIGDg4NV+X/8x3+wZs2aHvsbjUa8vb357ne/y7Vr17h8+TKhoaHmYNnlBz/4AYBF4K2rq+Opp54iOzub2bNnM3bs2Huu92GgnUsREZE+5N133+3tJXRryZIlX3uMqqoq4uLiiIyMZN++fVb15eXlzJo1i+effx5HR0ebbbq0trZSWlrKyy+/bFF+/fp1UlJSWLBgAf/wD//Av/3bv3U7htFoNB+pDxkyhLfffhsXFxerdn/+858BLELs9evXcXBw4JVXXmHevHn3DLIPC4VLERGRPqS2tra3l/CNys/Px9nZudv6uLg4c311dXWPY504cYL29nar5y23bNmCs7MziYmJ3R69AzQ1NXH27FkiIyMBcHJyws/Pz2bb3/zmNwA8+uij5rIxY8bw1ltvMWDAgB7X+bBRuBQREZH7pqdg+UXq72YwGBg/fjzf/va3zWVvv/02R48e5Ve/+hUeHh49hsuSkhIGDBhwzxvee/fu5fjx44wdO5aQkBBzuZOTYpQteuZSRERE+qW7b3nDnSP3f/u3f+Ppp59m6tSp9+xvNBr53ve+h7u7e7dt9u7dS3Z2Np6envz85z+3erZTrOkbEhERkX6nsrKSq1evmsNle3s7GzZswNvbm+XLl9PY2EhjYyM3btwA4Pbt2zQ2NnLr1i0ATCaTVTi9W3t7Oz//+c/Jzs5m6NCh7Nq1C19f3/vz4fo57eeKiIj0IUOHDu3tJfQLRqMRT09Pxo0bB9x5VvWPf/wj8Neb3Xd7//33ef/991m1ahU//elPOX/+PA0NDTbDZUtLC8nJyRQXFzNmzBi2b9+Oj4/PN/uBHiAKlyIiIn2IPW5kPwyMRiMzZswwX6YZMmQIO3futGrX0NDAhg0bmD59Os8884x599FoNOLj40NAQIBF+9bWVtauXcv/z979x1Vd3///v/FD0lLgDUE1LMofpXg+MGe2I2ixcmxGzffBmEm+F5alHmal7wn29p0ndOTEt8tcy2ja22at4ENzzj5qvX3PWuMFYsoX3swp5PTQ8BeKjATUDpzvH749i84B/HESDtyvl0uXy/s8fz6Ob/647/n6ccrLy7nzzjvJzc1l4MCBX/8X6kUULkVERMSnNDU1UV5ezvPPP+9qu+aaazw+mHPhifPrr7++Xf+XX0H0ZTk5OZSXlzNhwgR+9rOf0a9fP+9/gV5O4VJERER8SmlpKU6nE7PZfFnzGxoaPL6kvaKigg8++IB+/foxbtw4tm/f7jY3KiqK2NjYy9q3r1C4FBEREZ9iGAYmk4ng4ODLml9SUkJAQABjx45t115aWgqcf/gnNzfX49zk5GSFyy74NTQ0OLu7CBERkb6irq6OiIiI7i5DfFxP/jvSq4hERERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRESkW1RWVmI2m9m9e7fHfofDwfTp08nOzu50HYvFQl5eHgCtra1MmDCBu+66y+N/nixdupQnn3zS9bmsrIynn36a++67j4SEBKZMmcJrr73GuXPnOq1jw4YNHe7RlwR2dwEiIiLS99TU1JCZmUlbW5vH/tbWVmw2G1VVVQwfPrzDdex2O7W1tYwbN871+ezZs0yaNAmz2XxRtZSUlJCamgrAnj17yMjIICwsjLS0NEJCQigtLWXt2rVUVFSwevVq/P3dz+Y+/PBDXnnllYvar7dTuBQREZGraseOHeTk5NDY2Oix/+jRo9hsNsrKyrpcq6ioiJCQEEwmEwDV1dUAfO973yM+Pr7L+fv376eurs419oUXXuC6667jjTfe4PrrrwfgoYce4sUXX+Ttt9/mD3/4AxMnTnTNdzgcvPHGG6xdu5bW1tYu9+sLdFlcRERErpp58+aRlZVFeHg4SUlJbv1btmwhNTWVvXv3kp6e3uV6xcXFmM1m12nip59+CsDQoUMvqh7DMIiIiOD222/n2LFj1NTUcM8997iC5QXJyckA7QJvXV0dU6dOJS8vj/HjxzNixIiL2rO308mliIhID5L/z291dwkdmvq7R654jUOHDmG1WklLS2P9+vVu/VVVVSQkJJCRkUFAQIDHMRe0tLRQVlbGokWLXG3V1dUMHDiQG264AYDm5mauvfbaDtcwDMN1ST08PJzCwkKuueYat3EnT54EaHdJ/NSpU/j7+/PCCy8wceJEZs+e3el37ysULkVERHqQo2VHuruEr1V+fj5BQUEd9lutVlf/4cOHO11r165dOBwOVziE8+Fy0KBB/Pu//zt/+tOfaG5uJiwsjClTpjBjxgwCA/8RfRobG6msrCQtLQ2AwMBAbrnlFo97vfXW+dA/ZswYV9uQIUMoKCjAz8+vi2/dtyhcioiIyFXTWbC8mP4vKyoqIiYmhtDQUAAaGhqoq6sDYPTo0dhsNpqamti2bRu/+tWv+Otf/8qyZctc80tKSvDz8+vyCe9169ZRWlrKiBEjuPvuu13tXw6q8g/6VxERERGfVFJSwoMPPtiuLSMjgxtvvJHvfe97rrYHHniAn/zkJ/z3f/83O3fu5Nvf/jZw/pJ4XFwc1113XYd7rFu3jry8PMLCwli2bJnHJ8WlPf0LiYiIiM85cOAAR44cafdEeGhoKI8++mi7YHnB1KlTgfOBFMDpdFJSUtLhE+UOh4Nly5aRl5dHZGQka9asISoq6mv4Jr2PTi5FRER6kBtH39TdJfgEwzAICwtj5MiRFzU+LCwMOP+AD8Bf/vIX6uvrPYbL5uZmnn32WYqLixkyZAirVq3ixhtv9F7xvZzCpYiISA/ijSey+wLDMDCbze0eptm8eTPr16/niSee4Pvf/3678QcPHgRg8ODBrvk33nij2yuLWlpaePrppykvL+fOO+8kNzeXgQMHfs3fpnfRZXERERHxKU1NTZSXl7udOt5222189tlnvPPOOzgcDld7S0sL69atIygoyPVuzS+/gujLcnJyKC8vZ8KECbz00ksKlpdBJ5ciIiLiU0pLS3E6nW4/72gymbBYLGzcuJHHH3+c+++/nzNnzrB582Y+++wzFi5cyA033EBDQ4PHl7RXVFTwwQcf0K9fP8aNG8f27dvd9o6KiiI2Nvbr/Ho+T+FSREREfIphGJhMJoKDg936Fi5cyO23387GjRv5xS9+Qb9+/Rg5ciQ/+clPXGG0pKSEgIAAxo4d225uaWkpAF988QW5ubke905OTla47IJfQ0ODs7uLEBER6Svq6uqIiIjo7jLEx/XkvyPdcykiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIt2isrISs9nM7t27PfY7HA6mT59OdnZ2p+tYLBby8vJcn+vq6sjJySE5OZkJEybw8MMPk5+fT2trq8f5S5cu5cknn3R9Lisr4+mnn+a+++4jISGBKVOm8Nprr3Hu3LlO69iwYQN33XVXp2P6gsDuLkBERET6npqaGjIzM2lra/PY39rais1mo6qqiuHDh3e4jt1up7a2lnHjxgFw7NgxHn/8cU6fPk1qaio33HADO3bsYOXKlRw+fJh58+a5rVFSUkJqaioAe/bsISMjg7CwMNLS0ggJCaG0tJS1a9dSUVHB6tWr8fd3P5v78MMPeeWVVy7nn6LXUbgUERGRq2rHjh3k5OTQ2Njosf/o0aPYbDbKysq6XKuoqIiQkBBMJhMAK1as4OTJk+Tl5REbGwvAlClTsFqtvPPOO/zLv/wL119/vWv+/v37qaurIz4+HoAXXniB6667jjfeeMM17qGHHuLFF1/k7bff5g9/+AMTJ050zXc4HLzxxhusXbu2w5PRvkaXxUVEROSqmTdvHllZWYSHh5OUlOTWv2XLFlJTU9m7dy/p6eldrldcXIzZbMbf35/jx4/zpz/9iUmTJrmCJYCfnx+zZ8/m8ccfp6Wlpd18wzCIiIjg9ttv59ixY9TU1HDPPfe0C6AAycnJAO0Cb11dHVOnTiUvL4/x48czYsSIS/mn6LV0cikiItKDfPe9491dQof+64HIK17j0KFDWK1W0tLSWL9+vVt/VVUVCQkJZGRkEBAQ4HHMBS0tLZSVlbFo0SLg/CXttrY2xo8f7xrT1NTEtddeS1xcHHFxcW5rGIbhuqQeHh5OYWEh11xzjdu4kydPArS7JH7q1Cn8/f154YUXmDhxIrNnz76of4PeTuFSRESkB9lV90V3l/C1ys/PJygoqMN+q9Xq6j98+HCna+3atQuHw+EKhwcPHgTgn/7pn3jppZfYvHkzjY2NBAcHM3nyZGbPnk2/fv1c8xsbG6msrCQtLQ2AwMBAbrnlFo97vfXWWwCMGTPG1TZkyBAKCgrw8/Pr6mv3KQqXIiIictV0Fiwvpv/LioqKiImJITQ0FIDPP/8cgGXLltHW1saPf/xjrrvuOt5//302bNjAZ599Rm5urmt+SUkJfn5+XT7hvW7dOkpLSxkxYgR33323qz0wUDHKE/2riIiIiE8qKSnhwQcfdH2+8Kqg5uZm3nnnHQYOHAjAd7/7XbKystixYwelpaWuMGkYBnFxcVx33XUd7rFu3Try8vIICwtj2bJlHp8Ul/b0LyQiIiI+58CBAxw5csT1lDfAgAEDgPMP31wIlhc89NBDAOzcuRMAp9NJSUlJu/lf5nA4WLZsGXl5eURGRrJmzRqioqK+jq/S6+jkUkREpAcZG9Gv60GCYRiEhYUxcuRIV9sNN9wAnH8w56sutJ0+fRqAv/zlL9TX13sMl83NzTz77LMUFxczZMgQVq1axY033vh1fI1eSeFSRESkB/HGE9l9gWEYmM3mdg/TXHjX5aeffuo2/m9/+xsA3/jGN1zzb7zxRoYOHdpuXEtLC08//TTl5eXceeed5Obmup2CSud0WVxERER8SlNTE+Xl5W6njnFxcdxyyy1s27YNu93uanc4HLz55psEBAS4XoD+5VcQfVlOTg7l5eVMmDCBl156ScHyMujkUkRERHxKaWkpTqcTs9ncrt3Pzw+bzcbcuXOZOXMmqamphISE8P7771NZWcmsWbOIioqioaHB40vaKyoq+OCDD+jXrx/jxo1j+/btbntHRUW1e0G7uFO4FBEREZ9iGAYmk4ng4GC3vv/zf/4Pr7/+Oq+99hoFBQWcPXuW2267jeeff577778fOP+UeUBAAGPHjm03t7S0FIAvvvii3SuLviw5OVnhsgt+DQ0Nzu4uQkREpK+oq6sjIiKiu8sQH9eT/450z6WIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeE1gdxcgIiIifVNlZSUzZ87kl7/8JWPGjHHrdzgcpKenM3z4cGw2W4frWCwWvv/97+Pn58fatWs73XPmzJk8+eST7dqWLl3KZ599xmuvvQZAWVkZ69evp7KykjNnznDjjTfyve99j/T0dIKCgjpce8OGDfziF7+gtLS00xp6O4VLERERuepqamrIzMykra3NY39rays2m42qqiqGDx/e4Tp2u53a2lrGjRvHgAEDuPnmm93GOBwOXnzxRc6dO8f48ePd+ktKSkhNTQVgz549ZGRkEBYWRlpaGiEhIZSWlrJ27VoqKipYvXo1/v7uF34//PBDXnnllYv9+r2awqWIiIhcVTt27CAnJ4fGxkaP/UePHsVms1FWVtblWkVFRYSEhGAymfD39/cYRH/xi19w+vRpFi5cSExMTLu+/fv3U1dXR3x8PAAvvPAC1113HW+88QbXX389AA899BAvvvgib7/9Nn/4wx+YOHGia77D4eCNN95g7dq1tLa2XvS/QW+mey5FRETkqpk3bx5ZWVmEh4eTlJTk1r9lyxZSU1PZu3cv6enpXa5XXFyM2Wz2eJoIsHfvXt58803uvPNOUlJS3PoNwyAiIoLbb7+dY8eOUVNTwz333OMKlhckJycDtAu8dXV1TJ06lby8PMaPH8+IESO6rLcv0MmliIhIDzJgibW7S+hQy+Irv+x76NAhrFYraWlprF+/3q2/qqqKhIQEMjIyCAgI8DjGVU9LC2VlZSxatKjDMS+++CIBAQEsWLDAY79hGIwbNw6A8PBwCgsLueaaa9zGnTx5EqBdiD116hT+/v688MILTJw4kdmzZ3dYR1+icCkiItKDBBzY290lfK3y8/M7fSjGarW6+g8fPtzpWrt27cLhcLjC4VcVFRVRXl6OxWLhtttuc+tvbGyksrKStLQ0AAIDA7nllls8rvXWW28BtHvwaMiQIRQUFODn59dpnX2NwqWIiIhcNZ0Fy4vp/7KioiJiYmIIDQ312P/2228TEBDAj370I4/9JSUl+Pn5cdddd3W6z7p16ygtLWXEiBHcfffdrvbAQMUoT3TPpYiIiPikkpIS14M4X2W32yktLeXee+8lKirK4xjDMIiLi+O6667rcI9169aRl5dHWFgYy5Yt6/DeTvkH/QuJiIiIzzlw4ABHjhzpMFzu2LEDgEmTJnnsdzqdnYZTh8PBsmXLyMvLIzIykjVr1nQYUqU9neeKiIj0IK1DY7oeJBiGQVhYGCNHjvTY/8c//pHg4GDMZrPH/r/85S/U19d7DJfNzc08++yzFBcXM2TIEFatWsWNN97o1fp7M4VLERGRHsQbT2T3BYZhYDabPT5Mc+bMGf7yl79wzz33dHhfpGEY3HjjjQwdOrRde0tLC08//TTl5eXceeed5ObmMnDgwK/lO/RWuiwuIiIiPqWpqYny8vIOL2lXVVXR2tra4akmtH8F0Zfl5ORQXl7OhAkTeOmllxQsL4NOLkVERMSnlJaW4nQ6O7zkbbfbAfjGN77hsb+hocHjS9orKir44IMP6NevH+PGjWP79u1uc6OiooiNjb2yL9DLKVyKiIiITzEMA5PJRHBwsMf+U6dOAXR46lhSUkJAQABjx45t115aWgrAF198QW5urse5ycnJCpdd8GtoaHB2dxEiIiJ9RV1dHREREd1dhvi4nvx3pHsuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRUREpFtUVlZiNpvZvXu3x36Hw8H06dPJzs7udB2LxUJeXp7r8/vvv8+jjz7KhAkT+M53vsPcuXP5n//5nw7nL126lCeffNL1uaysjKeffpr77ruPhIQEpkyZwmuvvca5c+c6rWPDhg3cddddnY7pCxQuRURE5KqrqakhMzOTtrY2j/2tra3YbDaqqqo6Xcdut1NbW8u4ceMAyM/P57nnnuPMmTNYrVbS09P59NNPmTVrFmVlZR7XKCkpIT4+HoA9e/ZgtVr59NNPSUtLY968eQwdOpS1a9cyf/78Duv98MMPeeWVVy726/dqgd1dgIiIiPQtO3bsICcnh8bGRo/9R48exWazdRgGv6yoqIiQkBBMJhMOh4PXXnuN8PBw1q5dy6BBgwD4zne+w7Rp0/jFL37B66+/3m7+/v37qaurc4XLF154geuuu4433niD66+/HoCHHnqIF198kbfffps//OEPTJw40TXf4XDwxhtvsHbtWlpbWy/r36O30cmliIiIXDXz5s0jKyuL8PBwkpKS3Pq3bNlCamoqe/fuJT09vcv1iouLMZvN+Pv709DQwOeff05cXJwrWALccsstDB061OMpqGEYREREcPvtt3Ps2DFqamq45557XMHyguTkZIB2gbeuro6pU6eSl5fH+PHjGTFixMX+M/RqOrkUERHpQVo+eaa7S+jQgDtXXfEahw4dwmq1kpaWxvr16936q6qqSEhIICMjg4CAAI9jLmhpaaGsrIxFixYB8E//9E8EBwdz6NAhnE4nfn5+AJw9e5ajR48SERHhtoZhGK5L6uHh4RQWFnLNNde4jTt58iQA/v7/OJc7deoU/v7+vPDCC0ycOJHZs2df9L9Db6ZwKSIi0oO0Ne7r7hK+Vvn5+QQFBXXYb7VaXf2HDx/udK1du3bhcDhc4TAgIIDMzEyef/55li1bRlpaGg6Hg1dffZWGhgaefvrpdvMbGxuprKwkLS0NgMDAQG655RaPe7311lsAjBkzxtU2ZMgQCgoKXCFWzlO4FBERkaums2B5Mf1fVlRURExMDKGhoa62+Ph4fvCDH/Db3/6W3/3ud672p59+2nVp+4KSkhL8/Py6fMJ73bp1lJaWMmLECO6++25Xe2CgYpQn+lcRERERn1RSUsKDDz7o+nz27FlmzZpFdXU1EydO5Dvf+Q7nzp1j8+bNvPTSS5w9e5bHHnvMNd4wDOLi4rjuuus63GPdunXk5eURFhbGsmXL2l0WF88ULkVERMTnHDhwgCNHjrie8gbYunUr1dXVTJkyhaysLFf7/fffz9y5c8nLy+Puu+9m2LBhOJ1OSkpKeOSRRzyu73A4WLFiBRs3biQyMpJf/OIXREVFfe3fqzdQuBQREelB/IP1xPHFMAyDsLAwRo4c6Wqrrq4GaHeaCeDn58fkyZMpLS3lk08+YdiwYfzlL3+hvr6+XTi9oLm5mWeffZbi4mKGDBnCqlWruPHGG7/eL9SLKFyKiIj0IN54IrsvMAwDs9nc7mGafv36AXh80fmFd1A6nU7X/BtvvJGhQ4e2G9fS0sLTTz9NeXk5d955J7m5uQwcOPDr+hq9km4cEBEREZ/S1NREeXm526ljQkICAO+88067dofDwbvvvtvu4Z0vv4Loy3JycigvL2fChAm89NJLCpaXQSeXIiIi4lNKS0txOp2YzeZ27WPHjuXBBx9k8+bNnDx5knvvvZdz586xdetWqqqqSE9PZ+jQoTQ0NHh8SXtFRQUffPAB/fr1Y9y4cWzfvt1t76ioKGJjY7/Or+fzFC5FRETEpxiGgclkIjg42K3v3//93xk1ahQbN25k9erV+Pn5MWzYMJYsWcL3v/994PxT5gEBAYwdO7bd3NLSUgC++OILcnNzPe6dnJyscNkFv4aGBmd3FyEiItJX1NXVefylGJFL0ZP/jnTPpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIdIvKykrMZjO7d+/22O9wOJg+fTrZ2dmdrmOxWMjLy3N93rx5M4888gjjx4/ngQceICcnh2PHjnU4f+nSpTz55JOuz2VlZTz99NPcd999JCQkMGXKFF577TXOnTvXaR0bNmzgrrvu6nRMX6BwKSIiIlddTU0NmZmZtLW1eexvbW3FZrNRVVXV6Tp2u53a2lrGjRsHwMsvv8zSpUs5c+YMTz75JFOmTMEwDNLT07Hb7R7XKCkpIT4+HoA9e/ZgtVr59NNPSUtLY968eQwdOpS1a9cyf/78Duv98MMPeeWVVy726/dqgd1dgIiIiPQtO3bsICcnh8bGRo/9R48exWazUVZW1uVaRUVFhISEYDKZOHDgABs2bCA6Opr//M//ZODAgQA88MADTJ06lZ/97GesWbOm3fz9+/dTV1fnCpcvvPAC1113HW+88QbXX389AA899BAvvvgib7/9Nn/4wx+YOHGia77D4eCNN95g7dq1tLa2Xta/R2+jk0sRERG5aubNm0dWVhbh4eEkJSW59W/ZsoXU1FT27t1Lenp6l+sVFxdjNpvx9/fnww8/xOl08thjj7mCJUBERAQPPPAAu3fvdju9NAyDiIgIbr/9do4dO0ZNTQ333HOPK1hekJycDNAu8NbV1TF16lTy8vIYP348I0aMuJR/il5LJ5ciIiI9yGv/b0l3l9ChJ5MXX/Eahw4dwmq1kpaWxvr16936q6qqSEhIICMjg4CAAI9jLmhpaaGsrIxFixYBuO6rHD58uNvYW265BYC//OUvREdHu9oNw3BdUg8PD6ewsJBrrrnGbf7JkycB8Pf/x7ncqVOn8Pf354UXXmDixInMnj27i2/fNyhcioiI9CCf1R3o7hK+Vvn5+QQFBXXYb7VaXf2HDx/udK1du3bhcDhc4XDAgAEANDU1uY1taGgA4MSJE662xsZGKisrSUtLAyAwMNAVQr/qrbfeAmDMmDGutiFDhlBQUICfn1+ndfY1uiwuIiIiV01nwfJi+r+sqKiImJgYQkNDAYiLiwPg/fffbzeura2NHTt2AHD27FlXe0lJCX5+fl0+4b1u3TpKS0sZMWIEd999t6s9MDBQwdIDnVyKiIiITyopKeHBBx90fb777rsZMWIEv/3tb7n22mtJTk7m3Llz/Od//ifHjx8HzgfCCwzDIC4ujuuuu67DPdatW0deXh5hYWEsW7as3WVx8Uz/QiIiIuJzDhw4wJEjR1xPecP54Pjiiy8yduxYfv3rXzN16lT+5V/+hTNnzvDss88CEBwcDIDT6Wz3CqKvcjgcLFu2jLy8PCIjI1mzZg1RUVFf/xfrBXRyKSIi0oPcHDG0u0vwCYZhEBYWxsiRI9u1h4eH84tf/ILDhw9z7NgxvvGNb3DDDTewefNmAAYPHgycf7Cnvr7eY7hsbm7m2Wefpbi4mCFDhrBq1SpuvPHGr/9L9RIKlyIiIj2IN57I7gsMw8BsNre75/H48eOUlJQQFxdHdHQ03/jGN9qNv+aaazCZTK7PN954I0OHtg/zLS0tPP3005SXl3PnnXeSm5vb7rVG0jVdFhcRERGf0tTURHl5udup4xdffMFPf/pTXn/99Xbtu3fv5sMPP8RisbieKP/yK4i+LCcnh/LyciZMmMBLL72kYHkZdHIpIiIiPqW0tBSn04nZbG7XHhUVxf3338+WLVvw8/Pjm9/8Jn/729/Iz89n6NChPPHEE8D51xJ5ekl7RUUFH3zwAf369WPcuHFs377dbe+oqChiY2O/tu/WGyhcioiIiE8xDAOTyeR6OOfL/u3f/o2bb76ZrVu38t///d9ERETwwx/+kPT0dAYNGgScf8o8ICCAsWPHtptbWloKnD8Bzc3N9bh3cnKywmUX/BoaGpzdXYSIiEhfUVdXR0RERHeXIT6uJ/8d6Z5LEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERER8RqFSxERERHxGoVLEREREfEahUsRERHpFpWVlZjNZnbv3u2x3+FwMH36dLKzsztdx2KxkJeX57EvNzeXyZMndzj3448/5vHHH+c73/kO3/3ud1m8eDHHjh3rcLzVasVms7k+f/TRR8yaNYvExETGjx/PtGnTyM/Pp62trdOau6rLlylcioiIyFVXU1NDZmZmhyGstbUVm81GVVVVp+vY7XZqa2sZN26cW19BQQGFhYUdzt22bRs/+clPcDgczJo1i9TUVFfYrK+vdxvf3NxMeXk58fHxAGzdupUFCxZQX1/PjBkzmDt3LqGhoaxcuZKcnJwO9+2qLl8X2N0FiIiISN+yY8cOcnJyaGxs9Nh/9OhRbDYbZWVlXa5VVFRESEgIJpPJ1XbmzBlWr17daYBraWnh5z//OcOGDeO1117jmmuuAcBsNvPEE0/wq1/9iqysrHZzdu7cSVtbG2azmXPnzpGbm8vgwYPZsGED/fv3B2Dq1KlkZWWxefNmpkyZQkxMzCXV1Rvo5FJERESumnnz5pGVlUV4eDhJSUlu/Vu2bCE1NZW9e/eSnp7e5XrFxcWYzWb8/c9HmurqalJSUigsLMRisRAZGelx3p/+9CcaGhpITU11BUuA2NhYvvnNb7Jt2za++OILt71GjRpFSEgIlZWVNDU1kZyc7AqWF0yaNAmAPXv2uNoutq7eQCeXIiIiPcimTZu6u4QOeeMewUOHDmG1WklLS2P9+vVu/VVVVSQkJJCRkUFAQIDHMRe0tLRQVlbGokWLXG21tbVERESQnZ3N2LFjO6y5srISoN2J5wWjRo2irKyMQ4cOMXz4cFe7YRhYLBbXvIKCAgYNGuQ2/8Il9QuB91Lq6g0ULkVERHqQ48ePd3cJX6v8/HyCgoI67Ldara7+w4cPd7rWrl27cDgc7e63jI+PJzExscs6Lvw733jjjW59N9xwg2v/C+Gyurqa48ePk5CQAEBQUBC33nqr21yHw0F+fj4AY8aMueS6egNdFhcREZGrprNgeTH9X1ZUVERMTAyhoaGXPP/06dMADBgwwK3vwmXylpYWV5thGISHh3PHHXd0uu7y5cs5ePAgiYmJ7cZeyvfydQqXIiIi4pNKSkpcT25fLqfT2WFfQECA6/82DIP4+Hj8/Pw8jm1ra2PZsmVs2rSJ6Ojodpfq+xqFSxEREfE5Bw4c4MiRI5cdLq+99lrg/BPcX3WhbeDAgcD5U86KigqPrzuC8yecmZmZbNy4kSFDhrBmzRpCQkIuq67eQPdcioiI9CC9+SlibzIMg7CwMEaOHHlZ87/xjW8A5++9vBAiL7hwP+aF/1+UlJQA519T9FUnTpxg/vz57Nu3j9GjR7NixQqCg4Mvq6beQuFSRESkB+nNTxF7k2EYmM3mDi9Td2XUqFEA/PnPf2bIkCHt+iorKxk4cCC33XYbcP4VRLGxsW4h9OTJk8yZMwe73U5SUhI2m41+/fpdVj29iS6Li4iIiE9pampq90s5l2P8+PEEBwfzzjvvcPbsWVd7RUUF5eXlJCcn4+/vj9PppLi42G2v1tZWFi5ciN1uJyUlhaVLlypY/i+dXIqIiIhPKS0txel0erxMfbH69+/PM888w5IlS3jyySf5wQ9+QH19Pb/5zW+46aabmDFjBgD79+/nxIkTbuFy+/btlJeXExwcjMlkYtu2bW57DBs2rN17MvsKhUsRERHxKYZhYDKZrvjexgceeIABAwbwxhtv8OKLLzJo0CDuvvturFYrYWFhrr0iIyPdQmJpaSkAjY2NLFmyxOP6M2fO7JPh0q+hoaHjZ/BFRETEq+rq6oiIiOjuMsTH9eS/I91zKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIiIl6jcCkiIiIiXqNwKSIiIiJeo3ApIiIi3aKyshKz2czu3bs99jscDqZPn052dnan61gsFvLy8jz25ebmMnny5CuqA6CsrIy77rqL2tpaABoaGlixYgWTJ08mPj6epKQknn32WQ4dOtTpXocPH+aee+7hvffe63ScLwvs7gJERESk76mpqSEzM5O2tjaP/a2trdhsNqqqqhg+fHiH69jtdmpraxk3bpxbX0FBAYWFhdx0002XXccFhmFwyy23EBUVxdmzZ5kzZw4HDx7kgQceICYmhsOHD/Puu+9SUlLC2rVrGTp0qNsa9fX1zJs3j5aWlk738nUKlyIiInJV7dixg5ycHBobGz32Hz16FJvNRllZWZdrFRUVERISgslkcrWdOXOG1atXU1hYeEV1fHWf+Ph4AN5++20OHDjAs88+i8VicY2ZOHEiM2bM4OWXX+bFF19sN7+srIzFixdz7NixLvfydbosLiIiIlfNvHnzyMrKIjw8nKSkJLf+LVu2kJqayt69e0lPT+9yveLiYsxmM/7+5yNNdXU1KSkpFBYWYrFYiIyMvKw6vqyuro5PP/2UhIQEAHbu3Em/fv34wQ9+0G7ciBEjGDJkCHv27GnXnpuby6xZs3A6ne3CaG+lk0sREZEeJP+f3+ruEjo09XePXPEahw4dwmq1kpaWxvr16936q6qqSEhIICMjg4CAAI9jLmhpaaGsrIxFixa52mpra4mIiCA7O5uxY8d2eL9lV3V8WVFREQMGDGD06NEALF26lPr6egICAtqNczqdnDp1yhV0L6iurmb69Ok89thjfPjhh2zcuLHT/XydwqWIiEgPcrTsSHeX8LXKz88nKCiow36r1erqP3z4cKdr7dq1C4fD0e5+y/j4eBITE6+4ji8zDIM777zTNf7666/n+uuvdxv3/vvvc+LECe6+++527b/85S8veq/eQJfFRURE5KrpKmRdSggrKioiJiaG0NDQS55/seMcDge7du1y3W/ZkQMHDrBixQoCAgJ4/PHHL2uv3kLhUkRERHxSSUlJl6HvSv1//9//R1NTU6f77N+/H6vVyueff86//uu/MnLkyK+1pp5O4VJERER8zoEDBzhy5MjXHi4Nw+C2227r8HVGRUVFzJ49m4aGBv71X/+Vhx566GutxxfonksREZEe5MbRHb+TUf7BMAzCwsK+9lPCoqIi11PiX/Xuu+/yH//xH/j7+7NkyRK+973vfa21+AqFSxERkR7EG09k9wWGYWA2m/Hz8/va9jh69CgHDx5kwYIFbn1vv/02L774IsHBweTm5vKtb33ra6vD1+iyuIiIiPiUpqYmysvLv/ZL4kVFRVx33XV885vfbNdeXFzMqlWrCAkJIS8vT8HyK3RyKSIiIj6ltLQUp9OJ2Wz+WvcxDIOxY8cSGNg+Lv385z/H6XQyYcIEqqqqqKqqcps7adKkr7W2nkzhUkRERHyKYRiYTCaCg4O/tj2++OILPvnkE+bNm9eu/ejRo9jtdgDee+893nvvPY/z+3K49GtoaHB2dxEiIiJ9RV1dHREREd1dhvi4nvx3pHsuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRUREpFtUVlZiNpvZvXu3x36Hw8H06dPJzs7udB2LxUJeXp7HvtzcXCZPntzh+m+99RbTpk1j/PjxJCYmMnv2bIqLizvcy2q1YrPZXJ8/+ugjZs2aRWJiIuPHj2fatGnk5+fT1tbWac2d1eXrFC5FRETkqqupqSEzM7PDENba2orNZqOqqqrTdex2O7W1tYwbN86tr6CggMLCwg7n/uxnP+Oll17i+uuv56mnnmLGjBkcP36cZ555hvfee89tfHNzM+Xl5cTHxwOwdetWFixYQH19PTNmzGDu3LmEhoaycuVKcnJyOty3q7p8XWB3FyAiIiJ9y44dO8jJyaGxsdFj/9GjR7HZbJSVlXW5VlFRESEhIZhMJlfbmTNnWL16dacBrqKigt///vckJSXx05/+1NU+ZcoUHnnkEVatWsX3vvc9+vXr5+rbuXMnbW1tmM1mzp07R25uLoMHD2bDhg30798fgKlTp5KVlcXmzZuZMmUKMTExl1RXb6CTSxEREblq5s2bR1ZWFuHh4SQlJbn1b9myhdTUVPbu3Ut6enqX6xUXF2M2m/H3Px9pqqurSUlJobCwEIvFQmRkpMd5paWlwPkw+WUDBw7knnvuobGxkerqare9Ro0aRUhICJWVlTQ1NZGcnOwKlhdMmjQJgD179rjaLrau3kAnlyIiIj3Id9873t0ldOi/HrjyQHTo0CGsVitpaWmsX7/erb+qqoqEhAQyMjIICAjwOOaClpYWysrKWLRokauttraWiIgIsrOzGTt2bIf3NT788MPcfffdREdHu/XV19cDEBAQ0K7dMAwsFgsAJpOJgoICBg0a1OH8C4H3UurqDRQuRUREepBddV90dwlfq/z8fIKCgjrst1qtrv7Dhw93utauXbtwOBzt7reMj48nMTGxyzoGDhzI7bff7tZeW1vLhx9+SEhICEOHDnW1V1dXc/z4cRISEgAICgri1ltvdZvvcDjIz88HYMyYMZdcV2+gy+IiIiJy1XQWLC+m/8uKioqIiYkhNDT0suZ/1enTp3n22Wc5d+4cM2fOJDDwH2dwhmEQHh7OHXfc0ekay5cv5+DBgyQmJrYbeyV1+RqFSxEREfFJJSUlrie3r9Tf//53nnrqKfbt28fEiRP54Q9/2K7fMAzi4+Px8/PzOL+trY1ly5axadMmoqOj212q72sULkVERMTnHDhwgCNHjnglXH722Wc8/vjjVFZW8t3vfpclS5a0C5GnT5+moqLC4+uO4Py9n5mZmWzcuJEhQ4awZs0aQkJCrrguX6V7LkVERHqQsRH9uh4kGIZBWFgYI0eOvKJ1Kioq+MlPfkJDQwMPP/wwzzzzTLsHceD8CSmA2Wx2m3/ixAnmz5/Pvn37GD16NCtWrCA4OPiKavJ1CpciIiI9iDeeyO4LDMPAbDZ3eJn6YpSXl/PUU09x9uxZ5s+fz8MPP+xxXHFxMbGxsQwcOLBd+8mTJ5kzZw52u52kpCRsNlu792L2VbosLiIiIj6lqamp3S/lXI66ujoWLFjAmTNneP755zsMlk6nk+LiYre9WltbWbhwIXa7nZSUFJYuXapg+b90cikiIiI+pbS0FKfT6fEy9cVau3YtDQ0NmEwmnE4nW7dudRtz1113UVdXx4kTJ9zC5fbt2ykvLyc4OBiTycS2bdvc5g8bNozhw4dfdo2+SuFSREREfIphGJhMpiu6t3Hnzp0AVFZWUllZ6XHMmjVrKC8vJzIy0i0kXviFn8bGRpYsWeJx/syZM/tkuPRraGhwdncRIiIifUVdXR0RERHdXYb4uJ78d6R7LkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRUREpFtUVlZiNpvZvXu3x36Hw8H06dPJzs7udB2LxUJeXp7HvtzcXCZPnuyxr62tjU2bNjF9+nTuuece7r//fpYtW0Z9fX2He1mtVmw2m+vzRx99xKxZs0hMTGT8+PFMmzaN/Px82traOq25s7p8ncKliIiIXHU1NTVkZmZ2GMJaW1ux2WxUVVV1uo7dbqe2tpZx48a59RUUFFBYWNjh3FdeeYWcnBzCwsKYO3cuycnJbN26lfT0dBoaGtzGNzc3U15eTnx8PABbt25lwYIF1NfXM2PGDObOnUtoaCgrV64kJyenw327qsvXBXZ3ASIiItK37Nixg5ycHBobGz32Hz16FJvNRllZWZdrFRUVERISgslkcrWdOXOG1atXdxrgamtr+fWvf018fDyrVq1ytcfExJCVlcXbb7/NnDlz2s3ZuXMnbW1tmM1mzp07R25uLoMHD2bDhg30798fgKlTp5KVlcXmzZuZMmUKMTExl1RXb6CTSxEREblq5s2bR1ZWFuHh4SQlJbn1b9myhdTUVPbu3Ut6enqX6xUXF2M2m/H3Px9pqqurSUlJobCwEIvFQmRkpMd5hw8fxmQykZqa2q7929/+NgD79+/3uNeoUaMICQmhsrKSpqYmkpOTXcHygkmTJgGwZ88eV9vF1tUb6ORSRESkBxmwxNrdJXSoZfErV7zGoUOHsFqtpKWlsX79erf+qqoqEhISyMjIICAgwOMYVz0tLZSVlbFo0SJXW21tLREREWRnZzN27NgO72scO3YsY8eOdWvft28fADfddJNbn2EYWCwWAEwmEwUFBQwaNMht3IV7Ni8E3kupqzdQuBQREelBAg7s7e4Svlb5+fkEBQV12G+1Wl39hw8f7nStXbt24XA42t1vGR8fT2Ji4iXV1NbWxtGjRykvL+fll18mJCSERx55pN2Y6upqjh8/TkJCAgBBQUHceuutbms5HA7y8/MBGDNmzBXV5asULkVEROSq6SxYXkz/lxUVFRETE0NoaOhlzb/gwIEDrjAZEBDAokWLGDx4cLsxhmEQHh7OHXfc0elay5cv5+DBgyQmJrYbezl1+SqFSxEREfFJJSUlPPjgg1e8TnBwMC+88AJnz57ld7/7HUuWLKGmpgar9R+3KBiGQXx8PH5+fh7XaGtrY/ny5WzatIno6Oh2l+r7Gj3QIyIiIj7nwIEDHDlyxPVaoCtxww03MHHiRJKTk3n11VcZNWoUv/71r6mtrQXg9OnTVFRUeHzdEZy/9zMzM5ONGzcyZMgQ1qxZQ0hIyBXX5at0cikiItKDtA6N6XqQYBgGYWFhjBw50qvrBgQEMHHiRP785z+zf/9+oqKiKCkpAcBsNruNP3HiBPPnz2ffvn2MHj2aFStWEBwc7NWafI3CpYiISA/ijSey+wLDMDCbzR1epu7KunXrKCgo4Be/+AW33357u77m5mYArrnmGuD8K4hiY2MZOHBgu3EnT55kzpw52O12kpKSsNls9OvX77Lq6U10WVxERER8SlNTU7tfyrkc0dHRnDp1ig0bNrRrb2ho4He/+x3BwcGMHj0ap9NJcXGx216tra0sXLgQu91OSkoKS5cuVbD8Xzq5FBEREZ9SWlqK0+n0eJn6Yt13332MHz+e999/n9OnT5OQkEBDQwO//e1vOXXqFC+88ALXXnst+/bt48SJE27hcvv27ZSXlxMcHIzJZGLbtm1uewwbNozhw4dfdo2+SuFSREREfIphGJhMpiu6t9HPz4/c3Fzeeust3nvvPX7+859z7bXXEhcXx+OPP+762UbDMIiMjHQLiaWlpQA0NjayZMkSj3vMnDmzT4ZLv4aGBmd3FyEiItJX1NXVERER0d1liI/ryX9HuudSRERERLxG4VJEREREvEbhUkRERES8RuFSRERERLxG4VJEREREvEbhUkRERES8RuFSRERERLxG4VJEREREvEbhUkRERES8RuFSRERERLxG4VJEREREvEbhUkRERES8RuFSRERERLxG4VJERES6RWVlJWazmd27d3vsdzgcTJ8+nezs7E7XsVgs5OXleezLzc1l8uTJF1VPcXEx3/72t3nttdc6HGO1WrHZbK7PH330EbNmzSIxMZHx48czbdo08vPzaWtr63SvS6nL1yhcioiIyFVXU1NDZmZmhyGstbUVm81GVVVVp+vY7XZqa2sZN26cW19BQQGFhYUXVU9DQwNLlizB6XR2OKa5uZny8nLi4+MB2Lp1KwsWLKC+vp4ZM2Ywd+5cQkNDWblyJTk5OR2ucyl1+aLA7i5ARERE+pYdO3aQk5NDY2Ojx/6jR49is9koKyvrcq2ioiJCQkIwmUyutjNnzrB69epLCnA//elP+fzzzzsds3PnTtra2jCbzZw7d47c3FwGDx7Mhg0b6N+/PwBTp04lKyuLzZs3M2XKFGJiYq6oLl+kk0sRERG5aubNm0dWVhbh4eEkJSW59W/ZsoXU1FT27t1Lenp6l+sVFxdjNpvx9z8faaqrq0lJSaGwsBCLxUJkZGSXa7z77rsUFRXxxBNPdLnXqFGjCAkJobKykqamJpKTk13B8oJJkyYBsGfPHlfb5dTlq3RyKSIi0oO0fPJMd5fQoQF3rrriNQ4dOoTVaiUtLY3169e79VdVVZGQkEBGRgYBAQEex1zQ0tJCWVkZixYtcrXV1tYSERFBdnY2Y8eO7fK+RrvdzksvvcSMGTPanX56YhgGFosFAJPJREFBAYMGDXIbV19fD+AKvJdTly9TuBQREelB2hr3dXcJX6v8/HyCgoI67Ldara7+w4cPd7rWrl27cDgc7e63jI+PJzEx8aJqcTgcPPfccwwZMoTHHnuM8vLyDsdWV1dz/PhxEhISAAgKCuLWW2/1uGZ+fj4AY8aMuay6fJ3CpYiIiFw1nQXLi+n/sqKiImJiYggNDb2s+WvWrOHQoUNs2LCBwMDOI5FhGISHh3PHHXd0Om758uUcPHiQxMTEdmMvpS5fp3suRURExCeVlJS4nty+VLt37+att97iqaeeIjo6usvxhmEQHx+Pn5+fx/62tjaWLVvGpk2biI6Obnepvq9RuBQRERGfc+DAAY4cOXJZ4fLzzz/n+eefJzY2lokTJ9LQ0EBDQwOnT58Gzj/V3dDQwLlz5wA4ffo0FRUVHl93BOfv/czMzGTjxo0MGTKENWvWEBIScvlfzsfpsriIiEgP4h88ortL8AmGYRAWFsbIkSMveW5VVRXHjh3j2LFjHp9Yf/PNN3nzzTdZvHgxDzzwACUlJQCYzWa3sSdOnGD+/Pns27eP0aNHs2LFCoKDgy/9C/UiCpciIiI9iDeeyO4LDMPAbDZ3eJm6M8OHD+fll192a6+uruall15i0qRJJCcnM2TIEOD8K4hiY2MZOHBgu/EnT55kzpw52O12kpKSsNls9OvX7/K+UC+icCkiIiI+pampifLycp5//vnLmh8cHMxdd93l1h4QEABAVFSUq9/pdFJcXMzUqVPbjW1tbWXhwoXY7XZSUlLIysq6rKDbGylcioiIiE8pLS3F6XR6vEztbfv37+fEiRNu93Zu376d8vJygoODMZlMbNu2zW3usGHDGD58+NdeY0+jcCkiIiI+xTAMTCbTVbm30TAMIiMj3UJiaWkpAI2NjSxZssTj3JkzZ/bJcOnX0NDQ8S+0i4iIiFfV1dURERHR3WWIj+vJf0d6FZGIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiHSLyspKzGYzu3fv9tjvcDiYPn062dnZna5jsVjIy8vz2Jebm8vkyZM99h07doy77rrL438dzbFardhsNtfnjz76iFmzZpGYmMj48eOZNm0a+fn5tLW1dVpzZ3X5usDuLkBERET6npqaGjIzMzsMYa2trdhsNqqqqhg+fHiH69jtdmpraxk3bpxbX0FBAYWFhdx0000e53766acApKWlcccdd7TrGzBggNv45uZmysvLWbx4MQBbt27FZrMRHR3NjBkz6N+/Px9++CErV66kqqqK5557zuO+XdXl6xQuRURE5KrasWMHOTk5NDY2euw/evQoNpuNsrKyLtcqKioiJCQEk8nkajtz5gyrV6+msLCw07nV1dUATJ48mdtuu63LvXbu3ElbWxtms5lz586Rm5vL4MGD2bBhA/379wdg6tSpZGVlsXnzZqZMmUJMTMwl1+XrFC5FRER6kNf+35LuLqFDTyYvvuI15s2bR1FREbfddhtms5kPPvigXf+WLVtYtmwZAOnp6axfv77T9YqLizGbzfj7n7/Tr7q6mqeffpoTJ05gsVgoKirqcO6nn35Kv379uPnmmy+q9uLiYkaNGkVISAh79uyhqamJ6dOnu4LlBZMmTWLHjh3s2bPHFS4vpS5fp3ApIiLSg3xWd6C7S/haHTp0CKvVSlpamsfgWFVVRUJCAhkZGQQEBHQaLltaWigrK2PRokWuttraWiIiIsjOzmbs2LGd3tdYXV1NdHQ0gYGBOJ1Ozpw54/Fy+AWGYWCxWAAwmUwUFBQwaNAgt3H19fUArsB7qXX5OoVLERERuWry8/MJCgrqsN9qtbr6Dx8+3Olau3btwuFwtLvfMj4+nsTExC7rOHv2LDU1NQwfPpx58+bxySefcPbsWW666SamT59Oampqu/HV1dUcP36chIQEAIKCgrj11lvd1nU4HOTn5wMwZsyYS66rN1C4FBERkaums2B5Mf1fVlRURExMDKGhoZc8/69//Sutra1UV1cTFxeHxWLh1KlTvPvuu6xYsYIjR47w1FNPucYbhkF4eLjbgz9ftXz5cg4ePEhiYmK7sZfyvXydwqWIiIj4pJKSEh588MHLmhscHMysWbOIiYlpd/KZnJzMY489xm9+8xsmT55MdHQ0cD5cxsfH4+fn53G9trY2li9fzqZNm4iOjm53qb6vUbgUERHpQW6OGNrdJfiEAwcOcOTIEeLj4y9rflRUFI8//rhbe2BgIA899BA//elP2blzJ9HR0Zw+fZqKigq3S+UXtLS08Nxzz/HHP/6RIUOG8PLLLxMSEnJZdfUGCpciIiI9iDeeyO4LDMMgLCyMkSNHen3tsLAw4Px7LeH8CSmA2Wx2G3vixAnmz5/Pvn37GD16NCtWrCA4ONjrNfkS/UKPiIiI+BzDMDCbzR1epu7Kf/7nf2KxWDy+S/PgwYMADB48GDj/CqLY2FgGDhzYbtzJkyeZM2cO+/btIykpiZdffrnPB0tQuBQREREf09TURHl5+WVfEofzwbG2tpbf/OY37drr6+v5zW9+Q2hoKAkJCTidToqLi932am1tZeHChdjtdlJSUli6dCn9+vW77Hp6E10WFxEREZ9SWlqK0+n0eJn6Yk2cOJH33nuPjz76iB//+MckJibS0NDAb3/7W/7+97+Tm5vLgAED2LdvHydOnHALl9u3b6e8vJzg4GBMJhPbtm1z22PYsGGd/nRlb6VwKSIiIj7FMAxMJtMVXYL28/Nj5cqVvPnmm2zZsoWf//znXHvttcTGxjJz5kzXL+sYhkFkZKRbSCwtLQWgsbGRJUs8/6rSzJkz+2S49GtoaHB2dxEiIiJ9RV1dHREREd1dhvi4nvx3pHsuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRUREpFtUVlZiNpvZvXu3x36Hw8H06dPJzs7udB2LxUJeXp7HvtzcXCZPntzhXLvdzqJFi0hKSuKee+7hRz/6Edu2betwvNVqxWazuT5/9NFHzJo1i8TERMaPH8+0adPIz8+nra2t05q7qsuXKVyKiIjIVVdTU0NmZmaHIay1tRWbzUZVVVWn69jtdmpraxk3bpxbX0FBAYWFhR3O3b9/PzNmzGD37t1MnToVq9UKwOLFi8nPz3cb39zcTHl5OfHx8QBs3bqVBQsWUF9fz4wZM5g7dy6hoaGsXLmSnJycDvftqi5fF9jdBYiIiEjfsmPHDnJycmhsbPTYf/ToUWw2G2VlZV2uVVRUREhICCaTydV25swZVq9e3WWAW7p0KU6nk1/96lfcfPPNAKSkpJCWlsarr75KSkoK/fr1c43fuXMnbW1tmM1mzp07R25uLoMHD2bDhg30798fgKlTp5KVlcXmzZuZMmUKMTExl1yXr9PJpYiIiFw18+bNIysri/DwcJKSktz6t2zZQmpqKnv37iU9Pb3L9YqLizGbzfj7n4801dXVpKSkUFhYiMViITIy0uO8iooKqqqqSEtLcwVLgH79+vHUU0/xyCOPcPr0abe9Ro0aRUhICJWVlTQ1NZGcnOwKlhdMmjQJgD179rjaLrau3kAnlyIiIj3Ipk2buruEDnnjHsFDhw5htVpJS0tj/fr1bv1VVVUkJCSQkZFBQECAxzEXtLS0UFZWxqJFi1xttbW1REREkJ2dzdixYzus+ZNPPgFg/PjxADidTpqbm7nuuuuYMGECEyZMcJtjGAYWiwUAk8lEQUEBgwYNchtXX18P4Aq8l1JXb6BwKSIi0oMcP368u0v4WuXn5xMUFNRhv9VqdfUfPny407V27dqFw+Fod79lfHw8iYmJXdZx6NAhAK699lp++tOfsn37dpqbmwkPD+eRRx7hkUcewc/PzzW+urqa48ePk5CQAEBQUBC33nqr27oOh8N1v+aYMWMuua7eQOFSRERErprOguXF9H9ZUVERMTExhIaGXvL8zz//HIAFCxYwcOBAfvKTnxAYGMhvf/tbVq9eTV1dHfPmzXONNwyD8PBw7rjjjk7XXb58OQcPHiQxMbHd2Ev5Xr5O4VJERER8UklJCQ8++OBlzT137hwA/fv357XXXiMw8Hwk+u53v8vjjz9Ofn4+KSkpREdHA+fDZXx8fLvTzC9ra2tj+fLlbNq0iejo6HaX6vsaPdAjIiIiPufAgQMcOXLE9VqgSzVgwADg/NPhF4IlQEBAACkpKbS1tbFr1y4ATp8+TUVFhcfXHcH5ez8zMzPZuHEjQ4YMYc2aNYSEhFxWXb2BTi5FRER6kN78FLE3GYZBWFgYI0eOvKz5N9xwAwDh4eFufRfampqagPMnpABms9lt7IkTJ5g/fz779u1j9OjRrFixguDg4MuqqbdQuBQREelBevNTxN5kGAZms7nDy9RdMZlM/N//+3/59NNP3Z4M/9vf/gbAN77xDeD8K4hiY2MZOHBgu3EnT55kzpw52O12kpKSsNls7d6L2VfpsriIiIj4lKampna/lHM57rnnHoKDgykoKHC9OgjOX+IuKCjguuuuIz4+HqfTSXFxsdtera2tLFy4ELvdTkpKCkuXLlWw/F86uRQRERGfUlpaitPp9HiZ+mJde+21LFq0iH/7t38jPT2dKVOmEBgYyO9//3v+9re/8dxzz3Hdddexb98+Tpw44RYut2/fTnl5OcHBwZhMJo+/Rz5s2DCGDx9+2TX6KoVLERER8SmGYWAyma743sbvfOc75OXlsW7dOtavX4/T6WT48OG8+OKLrjBpGAaRkZFuIbG0tBSAxsZGlixZ4nH9mTNn9slw6dfQ0ODs7iJERET6irq6OiIiIrq7DPFxPfnvSPdcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIhIt6isrMRsNrN7926P/Q6Hg+nTp5Odnd3pOhaLhby8PI99ubm5TJ482a09Ozubu+66q9P/3nvvPbd5VqsVm83m+vzRRx8xa9YsEhMTGT9+PNOmTSM/P5+2trZOa+6ort4gsLsLEBERkb6npqaGzMzMDkNYa2srNpuNqqoqhg8f3uE6drud2tpaxo0b59ZXUFBAYWEhN910k1ufxWLhrrvucms/ffo0L774Itdeey3f+ta32vU1NzdTXl7O4sWLAdi6dSs2m43o6GhmzJhB//79+fDDD1m5ciVVVVU899xzHmvurK7eQOFSRERErqodO3aQk5NDY2Ojx/6jR49is9koKyvrcq2ioiJCQkIwmUyutjNnzrB69WoKCws7nBcbG0tsbKxb+6JFi2htbWXp0qV84xvfaNe3c+dO2traMJvNnDt3jtzcXAYPHsyGDRvo378/AFOnTiUrK4vNmzczZcoUYmJiLqmu3kCXxUVEROSqmTdvHllZWYSHh5OUlOTWv2XLFlJTU9m7dy/p6eldrldcXIzZbMbf/3ykqa6uJiUlhcLCQiwWC5GRkRdd244dO/iv//ovHnjgAY8nocXFxYwaNYqQkBAqKytpamoiOTnZFSwvmDRpEgB79uxxtV1JXb5GJ5ciIiI9SP4/v9XdJXRo6u8eueI1Dh06hNVqJS0tjfXr17v1V1VVkZCQQEZGBgEBAR7HXNDS0kJZWRmLFi1ytdXW1hIREUF2djZjx4696Psaz507x+rVqwkODubHP/6xxzGGYWCxWAAwmUwUFBQwaNAgt3H19fUArsB7JXX5IoVLERGRHuRo2ZHuLuFrlZ+fT1BQUIf9VqvV1X/48OFO19q1axcOh6PdKWN8fDyJiYmXXNfvf/97amtrycjI4J/+6Z/c+qurqzl+/DgJCQkABAUFceutt7qNczgc5OfnAzBmzJgrrssX6bK4iIiIXDWdBcuL6f+yoqIiYmJiCA0Nvaz5FzidTt555x0GDhzIlClTPI4xDIPw8HDuuOOOTtdavnw5Bw8eJDExsd3Yy6nLVylcioiIiE8qKSkhPj7+itfZuXMnNTU1pKSkMHDgQI9jDMMgPj4ePz8/j/1tbW0sW7aMTZs2ER0d3e5SfV+jcCkiIiI+58CBAxw5csQr4XLHjh3APx7E+arTp09TUVHh8SEfOH/vZ2ZmJhs3bmTIkCGsWbOGkJCQK67LV+meSxERkR7kxtG9892H3mYYBmFhYYwcOfKK1nE6nXz88ccMGzaMoUOHehxTUlICgNlsdus7ceIE8+fPZ9++fYwePZoVK1YQHBx8RTX5OoVLERGRHsQbT2T3BYZhYDabO7xMfbFqamo4ceIE3//+9zscU1xcTGxsrNsl85MnTzJnzhzsdjtJSUnYbDb69et3RfX0BrosLiIiIj6lqamJ8vJyr1wS/8tf/gLQ4Qmo0+mkuLjYba/W1lYWLlyI3W4nJSWFpUuXKlj+L51cioiIiE8pLS3F6XR6vEx9qWpqagA6/CnG/fv3c+LECbdwuX37dsrLywkODsZkMrFt2za3ucOGDev0pyt7K4VLERER8SmGYWAymbxyb+OpU6cAPL4M/cJekZGRbiGxtLQUgMbGRpYsWeJx7syZM/tkuPRraGhwdncRIiIifUVdXR0RERHdXYb4uJ78d6R7LkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRUREpFtUVlZiNpvZvXu3x36Hw8H06dPJzs7udB2LxUJeXp7HvtzcXCZPnuyxz+l0UlBQwMMPP0xCQgITJ04kMzOTQ4cOdbiX1WrFZrO5Pn/00UfMmjWLxMRExo8fz7Rp08jPz6etra3Tmjury9cpXIqIiMhVV1NTQ2ZmZochrLW1FZvNRlVVVafr2O12amtrGTdunFtfQUEBhYWFHc5dtWoV//Ef/8G1117L008/zQ9/+EN27drFY489ht1udxvf3NxMeXk58fHxAGzdupUFCxZQX1/PjBkzmDt3LqGhoaxcuZKcnJwO9+2qLl8X2N0FiIiISN+yY8cOcnJyaGxs9Nh/9OhRbDYbZWVlXa5VVFRESEgIJpPJ1XbmzBlWr17daYCrr68nPz+fYcOG8dprrxEYeD4S3XnnncyePZtf/epX/PSnP203Z+fOnbS1tWE2mzl37hy5ubkMHjyYDRs20L9/fwCmTp1KVlYWmzdvZsqUKcTExFxSXb2BTi5FRETkqpk3bx5ZWVmEh4eTlJTk1r9lyxZSU1PZu3cv6enpXa5XXFyM2WzG3/98pKmuriYlJYXCwkIsFguRkZEe5/3tb39zBcULwRLgW9/6FsHBwezfv9/jXqNGjSIkJITKykqamppITk52BcsLJk2aBMCePXtcbRdbV2+gk0sREZEe5LvvHe/uEjr0Xw9ceSA6dOgQVquVtLQ01q9f79ZfVVVFQkICGRkZBAQEeBxzQUtLC2VlZSxatMjVVltbS0REBNnZ2YwdO7bD+xoHDx5MYGAgf/3rX9u119fXc/r0aW6//Xa3OYZhYLFYADCZTBQUFDBo0CC3cfX19QCuwHspdfUGCpciIiI9yK66L7q7hK9Vfn4+QUFBHfZbrVZX/+HDhztda9euXTgcjnb3W8bHx5OYmNhlHWFhYVitVl5++WXy8vJITk7m73//O6tWrcLf358ZM2a0G19dXc3x48dJSEgAICgoiFtvvdVtXYfDQX5+PgBjxoy55Lp6A4VLERERuWo6C5YX0/9lRUVFxMTEEBoaelnzv//971NRUcG6detYt24dAAEBASxdupSxY8e2G2sYBuHh4dxxxx2drrl8+XIOHjxIYmJiu7GXUpevU7gUERERn1RSUsKDDz54WXNPnjzJY489xvHjx7FYLJjNZv7+979TUFDAc889x9mzZ0lOTnaNNwyD+Ph4/Pz8PK7X1tbG8uXL2bRpE9HR0e0u1fc1CpciIiLicw4cOMCRI0dcrwW6VPn5+Rw9epQf//jH/OhHP3K1T5o0iUcffZTly5czbtw4wsLCOH36NBUVFaSmpnpcq6Wlheeee44//vGPDBkyhJdffpmQkJDLqqs3ULgUERHpQcZG9OvuEnyCYRiEhYUxcuTIy5pfXV0NwA9+8IN27ddccw2TJk3il7/8Jf/zP//DPffcQ0lJCQBms9ltnRMnTjB//nz27dvH6NGjWbFiBcHBwZdVU2+hcCkiItKDeOOJ7L7AMAzMZnOHl6m7cuEeyNbWVre+Cy92dzqdwPlXEMXGxjJw4MB2406ePMmcOXOw2+0kJSVhs9no10//40DvuRQRERGf0tTU1O6Xci7Hhae+33777Xbtzc3NvPfee1xzzTV885vfxOl0Ulxc7LZXa2srCxcuxG63k5KSwtKlSxUs/5dOLkVERMSnlJaW4nQ6PV6mvlj3338///Vf/8Wvf/1r7HY748aNo7GxkU2bNlFbW0tWVhahoaHs27ePEydOuIXL7du3U15eTnBwMCaTiW3btrntMWzYMIYPH37ZNfoqhUsRERHxKYZhYDKZrujexsDAQF588UXefPNNtm7dimEYBAUFMXLkSDIzM13vzjQMg8jISLeQWFpaCkBjYyNLlizxuMfMmTP7ZLj0a2hocHZ3ESIiIn1FXV0dERER3V2G+Lie/Hekey5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRESkW1RWVmI2m9m9e7fHfofDwfTp08nOzu50HYvFQl5ense+3NxcJk+e7LGvtbWVN998k9TUVMaPH8/kyZN56aWX+Pvf/97hXlarFZvN5vr80UcfMWvWLBITExk/fjzTpk0jPz+ftra2TmvurC5fp3ApIiIiV11NTQ2ZmZkdhrDW1lZsNhtVVVWdrmO326mtrWXcuHFufQUFBRQWFnY412azsXr1agYMGIDVauX+++9n06ZNzJw5k1OnTrmNb25upry8nPj4eAC2bt3KggULqK+vZ8aMGcydO5fQ0FBWrlxJTk5Oh/t2VZevC+zuAkRERKRv2bFjBzk5OTQ2NnrsP3r0KDabjbKysi7XKioqIiQkBJPJ5Go7c+YMq1ev7jTA/elPf+KDDz5g9OjRvPzyy/Tr1w+Ae++9lx/96Ee8/PLLPPfcc+3m7Ny5k7a2NsxmM+fOnSM3N5fBgwezYcMG+vfvD8DUqVPJyspi8+bNTJkyhZiYmEuqqzfQyaWIiIhcNfPmzSMrK4vw8HCSkpLc+rds2UJqaip79+4lPT29y/WKi4sxm834+5+PNNXV1aSkpFBYWIjFYiEyMtLjvB07dgAwZ84cV7AEGD58OOPHj2fbtm00Nze77TVq1ChCQkKorKykqamJ5ORkV7C8YNKkSQDs2bPH1XaxdfUGOrkUERHpQQYssXZ3CR1qWfzKFa9x6NAhrFYraWlprF+/3q2/qqqKhIQEMjIyCAgI8DjGVU9LC2VlZSxatMjVVltbS0REBNnZ2YwdO7bD+xqPHz8OnA+TX3XzzTfzxRdf8OmnnxIbG+tqNwwDi8UCgMlkoqCggEGDBrnNr6+vB3AF3kupqzdQuBQREelBAg7s7e4Svlb5+fkEBQV12G+1Wl39hw8f7nStXbt24XA42t1vGR8fT2JiYpd1DBgwAICmpiauu+66dn0XHuipq6tztVVXV3P8+HESEhIACAoK4tZbb3Vb1+FwkJ+fD8CYMWMuua7eQJfFRURE5KrpLFheTP+XFRUVERMTQ2ho6CXPj4uLA+D9999v197c3IxhGACcPXvW1W4YBuHh4dxxxx2drrt8+XIOHjxIYmJiu7GX8r18nU4uRURExCeVlJTw4IMPXtbcyZMn884775CXl4efnx/33HMPp06d4pVXXsHhcAAQGPiPmGQYBvHx8fj5+Xlcr62tjeXLl7Np0yaio6PbXarva3RyKSIiIj7nwIEDHDlyxPVaoEs1cOBAfvnLXzJ06FBWr17NlClTePLJJ7nhhhuYPXs2AMHBwQCcPn2aiooKj687gvP3fmZmZrJx40aGDBnCmjVrCAkJubwv1gvo5FJERKQHaR0a0/UgwTAMwsLCGDly5GWvccstt/DGG29gt9s5deoUN998M+Hh4bz22mvA+Qd74PwJKYDZbHZb48SJE8yfP599+/YxevRoVqxY4QqlfZXCpYiISA/ijSey+wLDMDCbzR1epu6K3W6nrKyM8ePHEx0dTXR0dLu1b7jhBqKiooDzryCKjY1l4MCB7dY4efIkc+bMwW63k5SUhM1ma/dao75Kl8VFRETEpzQ1NbX7pZzLUVdXxwsvvMC7777brn3r1q3s3buXRx55BACn00lxcbHbXq2trSxcuBC73U5KSgpLly5VsPxfOrkUERERn1JaWorT6fR4mfpijR49mjFjxrB+/XoaGxsZPnw4VVVV/Pa3v+Xb3/42U6ZMAWD//v2cOHHCLVxu376d8vJygoODMZlMbNu2zW2PYcOGeXyPZm+ncCkiIiI+xTAMTCbTFd3bGBAQwIoVK1i3bh07duzg97//PTfddBOzZ89m2rRprlNIwzCIjIx0C4mlpaUANDY2smTJEo97zJw5s0+GS7+GhgZndxchIiLSV9TV1REREdHdZYiP68l/R7rnUkRERES8RuFSRERERLxG4VJEREREvEbhUkRERES8RuFSRERERLxG4VJEREREvEbhUkRERES8RuFSRERERLxG4VJEREREvEbhUkRERES8RuFSRERERLxG4VJEREREvEbhUkRERES8RuFSREREukVlZSVms5ndu3d77Hc4HEyfPp3s7OxO17FYLOTl5bk+b968mUcffZQJEyYwYcIE0tPT2bZtm8e5H3/8MY8//jjf+c53+O53v8vixYs5duxYh3tZrVZsNpvr80cffcSsWbNITExk/PjxTJs2jfz8fNra2jqtOTc3l8mTJ3c6xlcpXIqIiMhVV1NTQ2ZmZochrLW1FZvNRlVVVafr2O12amtrGTduHADr1q1j6dKl+Pv7M2fOHGbPnk1rayuLFy9m7dq17eZu27aNn/zkJzgcDmbNmkVqaqorbNbX17vt1dzcTHl5OfHx8QBs3bqVBQsWUF9fz4wZM5g7dy6hoaGsXLmSnJycDmsuKCigsLCw0+/lywK7uwARERHpW3bs2EFOTg6NjY0e+48ePYrNZqOsrKzLtYqKiggJCcFkMnHs2DHWrl1LXFwcr776KgEBAQBMnTqVJ554gtdff53JkycTERFBS0sLP//5zxk2bBivvfYa11xzDQBms5knnniCX/3qV2RlZbXba+fOnbS1tWE2mzl37hy5ubkMHjyYDRs20L9/f9deWVlZbN68mSlTphATE+Oaf+bMGVavXt2rgyXo5FJERESuonnz5pGVlUV4eDhJSUlu/Vu2bCE1NZW9e/eSnp7e5XrFxcWYzWb8/f355JNPaG1txWKxuIIlQGBgIElJSTgcDioqKgD405/+RENDA6mpqa5gCRAbG8s3v/lNtm3bxhdffOG216hRowgJCaGyspKmpiaSk5NdwfKCSZMmAbBnzx5XW3V1NSkpKRQWFmKxWIiMjOz6H8tH6eRSRESkB2n55JnuLqFDA+5cdcVrHDp0CKvVSlpaGuvXr3frr6qqIiEhgYyMDAICAjyOuaClpYWysjIWLVoEwL333suIESM8BrcLl7n9/c+fq1VWVgJgMpncxo4aNYqysjIOHTrE8OHDXe2GYWCxWFzzCgoKGDRoUJd7AdTW1hIREUF2djZjx47ttfdbgsKliIhIj9LWuK+7S/ha5efnExQU1GG/1Wp19R8+fLjTtXbt2oXD4XDdbzlgwACGDh3qNu7zzz9n06ZNBAYGEhcXB8Dx48cBuPHGG93G33DDDa79L4TL6upqjh8/TkJCAgBBQUHceuutbnMdDgf5+fkAjBkzxtUeHx9PYmJip9+nt9BlcREREblqOguWF9P/ZUVFRcTExBAaGtrhGIfDwXPPPee6BB4WFgbA6dOngfOB9KsuXCZvaWlxtRmGQXh4OHfccUenNS1fvpyDBw+SmJjYbuylfC9fp3ApIiIiPqmkpMT15LYnZ8+eJSsrC8MwiIuLIyMjw22M0+nscP6X79s0DIP4+Hj8/Pw8jm1ra2PZsmVs2rSJ6Oho16X6vkjhUkRERHzOgQMHOHLkSIfhsr6+njlz5vDxxx/zrW99i1WrVrU7Pbz22muB809wf9WFtoEDBwLnTzkrKipcl9+/qqWlhczMTDZu3MiQIUNYs2YNISEhV/T9fJnuuRQREelB/INHdHcJPsEwDMLCwhg5cqRbn91u55lnnqG2tpb77ruP559/vt0T4QDf+MY3gPP3Xl4IkRdcuB/zwoNBJSUlwPnXFH3ViRMnmD9/Pvv27WP06NGsWLGC4ODgK/+CPkzhUkREpAfxxhPZfYFhGJjNZrfL1Ha7nVmzZlFfX8/06dOZO3eux0vZo0aNAuDPf/4zQ4YMaddXWVnJwIEDue2224DzryCKjY11C6EnT55kzpw52O12kpKSsNls9OvXz5tf0yfpsriIiIj4lKampna/lHNBc3Mz8+fPp76+noyMDJ566qkO75EcP348wcHBvPPOO5w9e9bVXlFRQXl5OcnJyfj7++N0OikuLnbbq7W1lYULF2K320lJSWHp0qUKlv9LJ5ciIiLiU0pLS3E6nW6XqQsKCvjss8+IiooiMjKSrVu3us2NjY0lKiqK/v3788wzz7BkyRKefPJJfvCDH1BfX89vfvMbbrrpJmbMmAHA/v37OXHihFu43L59O+Xl5QQHB2MymTz+dvmwYcPavSezr1C4FBEREZ9iGAYmk8nt3sadO3cC519YbrPZPM5dvHgxUVFRADzwwAMMGDCAN954gxdffJFBgwZx9913Y7VaXa8sMgyDyMhIt5BYWloKQGNjI0uWLPG418yZM/tkuPRraGjo+Bl8ERER8aq6ujoiIiK6uwzxcT3570j3XIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiISLeorKzEbDaze/duj/0Oh4Pp06eTnZ3d6ToWi4W8vDzX582bN/Poo48yYcIEJkyYQHp6Otu2beuynnnz5jF79uxOx1itVmw2m+vzRx99xKxZs0hMTGT8+PFMmzaN/Px82traOl0nNzeXyZMnd1mTL1K4FBERkauupqaGzMzMDkNYa2srNpuNqqqqTtex2+3U1tYybtw4ANatW8fSpUvx9/dnzpw5zJ49m9bWVhYvXszatWs7XGf16tUUFRV1uldzczPl5eXEx8cDsHXrVhYsWEB9fT0zZsxg7ty5hIaGsnLlSnJycjpcp6CggMLCwk738mWB3V2AiIiI9C07duwgJyeHxsZGj/1Hjx7FZrNRVlbW5VpFRUWEhIRgMpk4duwYa9euJS4ujldffZWAgAAApk6dyhNPPMHrr7/O5MmTiYiIcM1vaGhg2bJl7Nixo8u9du7cSVtbG2azmXPnzpGbm8vgwYPZsGED/fv3d+2VlZXF5s2bmTJlCjExMa75Z86cYfXq1b06WIJOLkVEROQqmjdvHllZWYSHh5OUlOTWv2XLFlJTU9m7dy/p6eldrldcXIzZbMbf359PPvmE1tZWLBaLK1gCBAYGkpSUhMPhoKKiwtW+c+dOUlJS+OMf/8gTTzxxUXuNGjWKkJAQKisraWpqIjk52RUsL5g0aRIAe/bscbVVV1eTkpJCYWEhFouFyMjILvfzVTq5FBER6UFe+39LuruEDj2ZvPiK1zh06BBWq5W0tDTWr1/v1l9VVUVCQgIZGRkEBAR4HHNBS0sLZWVlLFq0CIB7772XESNGeAxu9fX1APj7/+Nc7eDBg8TExPDjH/+YESNG8Ktf/arT2g3DwGKxAGAymSgoKGDQoEEXtVdtbS0RERFkZ2czduzYXnu/JShcioiI9Cif1R3o7hK+Vvn5+QQFBXXYb7VaXf2HDx/udK1du3bhcDhc91sOGDCAoUOHuo37/PPP2bRpE4GBgcTFxbnaU1JSePjhhy+q7urqao4fP05CQgIAQUFB3HrrrW7jHA4H+fn5AIwZM8bVHh8fT2Ji4kXt5et0WVxERESums6C5cX0f1lRURExMTGEhoZ2OMbhcPDcc8/R0NBAamoqYWFhl7WXYRiEh4dzxx13dDpu+fLlHDx4kMTExHZjL2UvX6dwKSIiIj6ppKTE9eS2J2fPniUrKwvDMIiLiyMjI+Oy9zIMg/j4ePz8/Dz2t7W1sWzZMjZt2kR0dLTrUn1fpHApIiIiPufAgQMcOXKkw3BZX1/PnDlz+Pjjj/nWt77FqlWrLvv08PTp01RUVLguv39VS0sLmZmZbNy4kSFDhrBmzRpCQkIua6/eQPdcioiI9CA3R7jfMyjuDMMgLCyMkSNHuvXZ7XaeeeYZamtrue+++3j++ee55pprLnuvkpISAMxms1vfiRMnmD9/Pvv27WP06NGsWLGC4ODgy96rN1C4FBER6UG88UR2X2AYBmaz2e0ytd1uZ9asWdTX1zN9+nTmzp3b4aXsi1VcXExsbCwDBw5s137y5EnmzJmD3W4nKSkJm81Gv379rmiv3kCXxUVERMSnNDU1tfulnAuam5uZP38+9fX1ZGRk8NRTT11xsHQ6nRQXF7vt1draysKFC7Hb7aSkpLB06VIFy/+lk0sRERHxKaWlpTidTrfL1AUFBXz22WdERUURGRnJ1q1b3ebGxsYSFRV10Xvt37+fEydOuIXL7du3U15eTnBwMCaTyeNvlw8bNozhw4df9F69hcKliIiI+BTDMDCZTG73Nu7cuRM4/8Jym83mce7ixYsvKVwahkFkZKRbSCwtLQWgsbGRJUs8v/h+5syZfTJc+jU0NDi7uwgREZG+oq6urt1vW4tcjp78d6R7LkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRUREpFtUVlZiNpvZvXu3x36Hw8H06dPJzs7udB2LxUJeXp7r8+bNm3n00UeZMGECEyZMID09nW3btnlc/6233mLatGmMHz+exMREZs+eTXFxcYd7Wa1WbDab6/NHH33ErFmzSExMZPz48UybNo38/Hza2to6rTk3N5fJkyd3OsZXKVyKiIjIVVdTU0NmZmaHIay1tRWbzUZVVVWn69jtdmpraxk3bhwA69atY+nSpfj7+zNnzhxmz55Na2srixcvZu3ate3m/uxnP+Oll17i+uuv56mnnmLGjBkcP36cZ555hvfee89tr+bmZsrLy4mPjwdg69atLFiwgPr6embMmMHcuXMJDQ1l5cqV5OTkdFhzQUEBhYWFnX4vXxbY3QWIiIhI37Jjxw5ycnJobGz02H/06FFsNhtlZWVdrlVUVERISAgmk4ljx46xdu1a4uLiePXVVwkICABg6tSpPPHEE7z++utMnjyZiIgIKioq+P3vf09SUhI//elPXetNmTKFRx55hFWrVvG9732Pfv36ufp27txJW1sbZrOZc+fOkZuby+DBg9mwYQP9+/d37ZWVlcXmzZuZMmUKMTExrvlnzpxh9erVvTpYgk4uRURE5CqaN28eWVlZhIeHk5SU5Na/ZcsWUlNT2bt3L+np6V2uV1xcjNlsxt/fn08++YTW1lYsFosrWAIEBgaSlJSEw+GgoqICgNLSUuB8mPyygQMHcs8999DY2Eh1dbXbXqNGjSIkJITKykqamppITk52BcsLJk2aBMCePXtcbdXV1aSkpFBYWIjFYiEyMrLL7+ardHIpIiLSg2zatKm7S+iQN+4RPHToEFarlbS0NNavX+/WX1VVRUJCAhkZGQQEBHgcc0FLSwtlZWUsWrQIgHvvvZcRI0Z4DG719fUA+PufP1d7+OGHufvuu4mOju5w7JcDKoBhGFgsFgBMJhMFBQUMGjSoy70AamtriYiIIDs7m7Fjx/ba+y1B4VJERKRHOX78eHeX8LXKz88nKCiow36r1erqP3z4cKdr7dq1C4fD4brfcsCAAQwdOtRt3Oeff86mTZsIDAwkLi4OOH9Cefvtt7uNra2t5cMPPyQkJKTdWtXV1Rw/fpyEhAQAgoKCuPXWW93mOxwO8vPzARgzZoyrPT4+nsTExE6/T2+hy+IiIiJy1XQWLC+m/8uKioqIiYkhNDS0wzEOh4PnnnuOhoYGUlNTCQsL63Ds6dOnefbZZzl37hwzZ84kMPAfZ3CGYRAeHs4dd9zRaU3Lly/n4MGDJCYmtht7Kd/L1ylcioiIiE8qKSlxPbntydmzZ8nKysIwDOLi4sjIyOhw7N///neeeuop9u3bx8SJE/nhD3/Yrt8wDOLj4/Hz8/M4v62tjWXLlrFp0yaio6Ndl+r7IoVLERER8TkHDhzgyJEjHYbL+vp65syZw8cff8y3vvUtVq1a1eHp4Weffcbjjz9OZWUl3/3ud1myZEm7EHn69GkqKipcl9+/qqWlhczMTDZu3MiQIUNYs2YNISEhV/4lfZTuuRQREelBevNTxN5kGAZhYWGMHDnSrc9ut/PMM89QW1vLfffdx/PPP88111zjcZ2Kigp+8pOf0NDQwMMPP8wzzzzT7kEcOH9CCmA2m93mnzhxgvnz57Nv3z5Gjx7NihUrCA4O9sI39F0KlyIiIj1Ib36K2JsMw8BsNrtdprbb7cyaNYv6+nqmT5/O3LlzO7yUXV5ezlNPPcXZs2eZP38+Dz/8sMdxxcXFxMbGMnDgwHbtJ0+eZM6cOdjtdpKSkrDZbO3ei9lX6bK4iIiI+JSmpqZ2v5RzQXNzM/Pnz6e+vp6MjAyeeuqpDoNlXV0dCxYs4MyZMzz//PMdBkun00lxcbHbXq2trSxcuBC73U5KSgpLly5VsPxfOrkUERERn1JaWorT6XS7TF1QUMBnn31GVFQUkZGRbN261W1ubGwsUVFRrF27loaGBkwmE06n0+PYu+66i7q6Ok6cOOEWLrdv3055eTnBwcGYTCaPv10+bNgwhg8ffoXf1vcoXIqIiIhPMQwDk8nkdm/jzp07gfPvqrTZbB7nLl68mKioKNfYyspKKisrPY5ds2YN5eXlREZGuoXEC7/w09jYyJIlSzzOnzlzZp8Ml34NDQ3O7i5CRESkr6irqyMiIqK7yxAf15P/jnTPpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiIh4jcKliIiIiHiNwqWIiIiIeI3CpYiIiHSLyspKzGYzu3fv9tjvcDiYPn062dnZna5jsVjIy8tzfd68eTOPPvooEyZMYMKECaSnp7Nt2za3eW1tbWzatInp06dzzz33cP/997Ns2TLq6+s73MtqtWKz2VyfP/roI2bNmkViYiLjx49n2rRp5Ofn09bW1mnNubm5TJ48udMxvkrhUkRERK66mpoaMjMzOwxhra2t2Gw2qqqqOl3HbrdTW1vLuHHjAFi3bh1Lly7F39+fOXPmMHv2bFpbW1m8eDFr165tN/eVV14hJyeHsLAw5s6dS3JyMlu3biU9PZ2Ghga3vZqbmykvLyc+Ph6ArVu3smDBAurr65kxYwZz584lNDSUlStXkpOT02HNBQUFFBYWdvq9fFlgdxcgIiIifcuOHTvIycmhsbHRY//Ro0ex2WyUlZV1uVZRUREhISGYTCaOHTvG2rVriYuL49VXXyUgIACAqVOn8sQTT/D6668zefJkIiIiqK2t5de//jXx8fGsWrXKtV5MTAxZWVm8/fbbzJkzp91eO3fupK2tDbPZzLlz58jNzWXw4MFs2LCB/v37u/bKyspi8+bNTJkyhZiYGNf8M2fOsHr16l4dLEEnlyIiInIVzZs3j6ysLMLDw0lKSnLr37JlC6mpqezdu5f09PQu1ysuLsZsNuPv788nn3xCa2srFovFFSwBAgMDSUpKwuFwUFFRAcDhw4cxmUykpqa2W+/b3/42APv37/e416hRowgJCaGyspKmpiaSk5NdwfKCSZMmAbBnzx5XW3V1NSkpKRQWFmKxWIiMjOzyu/kqnVyKiIj0IPn//FZ3l9Chqb975IrXOHToEFarlbS0NNavX+/WX1VVRUJCAhkZGQQEBHgcc0FLSwtlZWUsWrQIgHvvvZcRI0Z4DG4X7qP09z9/rjZ27FjGjh3rNm7fvn0A3HTTTW59hmFgsVgAMJlMFBQUMGjQoC73AqitrSUiIoLs7GzGjh3ba++3BIVLERGRHuVo2ZHuLuFrlZ+fT1BQUIf9VqvV1X/48OFO19q1axcOh8N1v+WAAQMYOnSo27jPP/+cTZs2ERgYSFxcnFt/W1sbR48epby8nJdffpmQkBAeeaR9kK6urub48eMkJCQAEBQUxK233uq2lsPhID8/H4AxY8a42uPj40lMTOz0+/QWCpciIiJy1XQWLC+m/8uKioqIiYkhNDS0wzEOh4PnnnuOhoYGpk2bRlhYmNuYAwcOuMJkQEAAixYtYvDgwe3GGIZBeHg4d9xxR6c1LV++nIMHD5KYmNhu7KV8L1+ncCkiIiI+qaSkhAcffLDD/rNnz/Jv//ZvGIZBXFwcGRkZHscFBwfzwgsvcPbsWX73u9+xZMkSampqsFqtrjGGYRAfH4+fn5/HNdra2li+fDmbNm0iOjradam+L9IDPSIiIuJzDhw4wJEjR1yvBfqq+vp65syZw8cff8y3vvUtVq1a1eHp4Q033MDEiRNJTk7m1VdfZdSoUfz617+mtrYWgNOnT1NRUeG6/P5VLS0tZGZmsnHjRoYMGcKaNWsICQnxzhf1QTq5FBER6UFuHO3+IIm4MwyDsLAwRo4c6dZnt9t55plnqK2t5b777uP555/nmmuuuah1AwICmDhxIn/+85/Zv38/UVFRlJSUAGA2m93Gnzhxgvnz57Nv3z5Gjx7NihUrCA4OvrIv5+MULkVERHoQbzyR3RcYhoHZbHa7TG2325k1axb19fVMnz6duXPneryUvW7dOgoKCvjFL37B7bff3q6vubkZwBVIi4uLiY2NZeDAge3GnTx5kjlz5mC320lKSsJms9GvXz9vfk2fpMviIiIi4lOampra/VLOBc3NzcyfP5/6+noyMjJ46qmnOrxHMjo6mlOnTrFhw4Z27Q0NDfzud78jODiY0aNH43Q6KS4udturtbWVhQsXYrfbSUlJYenSpQqW/0snlyIiIuJTSktLcTqdbpepCwoK+Oyzz4iKiiIyMpKtW7e6zY2NjSUqKor77ruP8ePH8/7773P69GkSEhJoaGjgt7/9LadOneKFF17g2muvZd++fZw4ccItXG7fvp3y8nKCg4MxmUwef7t82LBhDB8+3Ltf3gcoXIqIiIhPMQwDk8nkdm/jzp07gfMvLLfZbB7nLl68mKioKPz8/MjNzeWtt97ivffe4+c//znXXnstcXFxPP74466fbTQMg8jISLeQWFpaCkBjYyNLlizxuNfMmTP7ZLj0a2hocHZ3ESIiIn1FXV0dERER3V2G+Lie/Hekey5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERETEaxQuRURERMRrFC5FRERExGsULkVERKRbVFZWYjab2b17t8d+h8PB9OnTyc7O7nQdi8VCXl6e6/PmzZt59NFHmTBhAhMmTCA9PZ1t27Z1WU9xcTHf/va3ee211zocY7Vasdlsrs8fffQRs2bNIjExkfHjxzNt2jTy8/Npa2vrdK/c3FwmT57cZU2+SOFSRERErrqamhoyMzM7DGGtra3YbDaqqqo6Xcdut1NbW8u4ceMAWLduHUuXLsXf3585c+Ywe/ZsWltbWbx4MWvXru1wnYaGBpYsWYLT6exwTHNzM+Xl5cTHxwOwdetWFixYQH19PTNmzGDu3LmEhoaycuVKcnJyOlynoKCAwsLCTr+XLwvs7gJERESkb9mxYwc5OTk0NjZ67D969Cg2m42ysrIu1yoqKiIkJASTycSxY8dYu3YtcXFxvPrqqwQEBAAwdepUnnjiCV5//XUmT55MRESE2zo//elP+fzzzzvda+fOnbS1tWE2mzl37hy5ubkMHjyYDRs20L9/f9deWVlZbN68mSlTphATE+Oaf+bMGVavXt2rgyXo5FJERESuonnz5pGVlUV4eDhJSUlu/Vu2bCE1NZW9e/eSnp7e5XrFxcWYzWb8/f355JNPaG1txWKxuIIlQGBgIElJSTgcDioqKtzWePfddykqKuKJJ57ocq9Ro0YREhJCZWUlTU1NJCcnu4LlBZMmTQJgz549rrbq6mpSUlIoLCzEYrEQGRnZ5XfzVTq5FBER6UG++97x7i6hQ//1wJUHokOHDmG1WklLS2P9+vVu/VVVVSQkJJCRkUFAQIDHMRe0tLRQVlbGokWLALj33nsZMWKEx+BWX18PgL9/+3M1u93OSy+9xIwZMzCZTJ3WbhgGFosFAJPJREFBAYMGDbqovWpra4mIiCA7O5uxY8f22vstQeFSRESkR9lV90V3l/C1ys/PJygoqMN+q9Xq6j98+HCna+3atQuHw+G633LAgAEMHTrUbdznn3/Opk2bCAwMJC4uztXucDh47rnnGDJkCI899hjl5eUd7lVdXc3x48dJSEgAICgoiFtvvdVtnMPhID8/H4AxY8a42uPj40lMTOz0+/QWCpciIiJy1XQWLC+m/8uKioqIiYkhNDS0wzEXAmRDQwPTpk0jLCzM1bdmzRoOHTrEhg0bCAzsPBIZhkF4eDh33HFHp+OWL1/OwYMHSUxMbDf2Ur6Xr9M9lyIiIuKTSkpKXE9ue3L27FmysrIwDIO4uDgyMjJcfbt37+att97iqaeeIjo6usu9DMMgPj4ePz8/j/1tbW0sW7aMTZs2ER0d7bpU3xcpXIqIiIjPOXDgAEeOHOkwXNbX1zNnzhw+/vhjvvWtb7Fq1SrX6eHnn3/O888/T2xsLBMnTqShoYGGhgZOnz4NnH+qu6GhgXPnzgFw+vRpKioqXJffv6qlpYXMzEw2btzIkCFDWLNmDSEhIV/Dt/YNuiwuIiLSg4yN6NfdJfgEwzAICwtj5MiRbn12u51nnnmG2tpa7rvvPp5//nmuueYaV39VVRXHjh3j2LFjHp9Yf/PNN3nzzTdZvHgxDzzwACUlJQCYzWa3sSdOnGD+/Pns27eP0aNHs2LFCoKDg734TX2PwqWIiEgP4o0nsvsCwzAwm81ul6ntdjuzZs2ivr6e6dOnM3fuXLcxw4cP5+WXX3Zbs7q6mpdeeolJkyaRnJzMkCFDgPOvIIqNjWXgwIHtxp88eZI5c+Zgt9tJSkrCZrPRr5/+x4HCpYiIiPiUpqYmysvLef7559u1Nzc3M3/+fOrr68nIyODRRx/1OD84OJi77rrLrf3CuzGjoqJc/U6nk+LiYqZOndpubGtrKwsXLsRut5OSkkJWVlaH92P2NQqXIiIi4lNKS0txOp1ul6kLCgr47LPPiIqKIjIykq1bt7rNjY2NJSoq6qL32r9/PydOnHC7t3P79u2Ul5cTHByMyWTy+Nvlw4YNY/jw4Re9V2+hcCkiIiI+xTAMTCaT272NO3fuBM6/sNxms3mcu3jx4ksKl4ZhEBkZ6RYSS0tLAWhsbGTJkiUe586cObNPhku/hoaGjn+hXURERLyqrq7O429bi1yKnvx3pFcRiYiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXKFyKiIiIiNcoXIqIiIiI1yhcioiIiIjXBHZ3ASIiItI3VVZWMnPmTH75y18yZswYt36Hw0F6ejrDhw/HZrN1uI7FYuH73/8+s2bNAmDz5s0UFhby17/+FYChQ4fy8MMP8/3vf7/dvGPHjvHggw96XPOmm25i06ZNbu1Wq5WIiAiys7MB+Oijj/jNb37D/v37cTgc3HzzzfzzP/8zqamp+Pt3fIaXm5tLUVGRxz18ncKliIiIXHU1NTVkZmbS1tbmsb+1tRWbzUZVVRXDhw/vcB273U5tbS3jxo0DYN26deTl5TFq1CjmzJmD0+lk27ZtLF68mL/97W/MnDnTNffTTz8FIC0tjTvuuKPdugMGDHDbq7m5mfLychYvXgzA1q1bsdlsREdHM2PGDPr378+HH37IypUrqaqq4rnnnvNYc0FBAYWFhdx0002d/Av5LoVLERERuap27NhBTk4OjY2NHvuPHj2KzWajrKysy7WKiooICQnBZDJx7Ngx1q5dS1xcHK+++ioBAQEATJ06lSeeeILXX3+dyZMnExERAUB1dTUAkydP5rbbbutyr507d9LW1obZbObcuXPk5uYyePBgNmzYQP/+/V17ZWVlsXnzZqZMmUJMTIxr/pkzZ1i9ejWFhYVd7uXLdM+liIiIXDXz5s0jKyuL8PBwkpKS3Pq3bNlCamoqe/fuJT09vcv1iouLMZvN+Pv788knn9Da2orFYnEFS4DAwECSkpJwOBxUVFS42j/99FP69evHzTfffFG1FxcXM2rUKEJCQqisrKSpqYnk5GRXsLxg0qRJAOzZs8fVVl1dTUpKCoWFhVgsFiIjIy9qT1+kk0sREZEeZMASa3eX0KGWxa9c8RqHDh3CarWSlpbG+vXr3fqrqqpISEggIyODgIAAj2Nc9bS0UFZWxqJFiwC49957GTFihMfgVl9fD9DuPsjq6mqio6MJDAzE6XRy5swZj5fDLzAMA4vFAoDJZKKgoIBBgwZd1F61tbWuezXHjh3L5MmTO9zH1ylcioiI9CABB/Z2dwlfq/z8fIKCgjrst1qtrv7Dhw93utauXbtwOByu+y0HDBjA0KFD3cZ9/vnnbNq0icDAQOLi4gA4e/YsNTU1DB8+nHnz5vHJJ59w9uxZbrrpJqZPn05qamq7Naqrqzl+/DgJCQkABAUFceutt7rt5XA4yM/PB2j3kFJ8fDyJiYmdfp/eQuFSRERErprOguXF9H9ZUVERMTExhIaGdjjG4XDw3HPP0dDQwLRp0wgLCwPgr3/9K62trVRXVxMXF4fFYuHUqVO8++67rFixgiNHjvDUU0+51jEMg/DwcLcHf75q+fLlHDx4kMTExHZjL+V7+TqFSxEREfFJJSUlHb5KCM6fTv7bv/0bhmEQFxdHRkaGqy84OJhZs2YRExPjOvkESP7/2bvXsCqvO///b+XgiYADiqZYTT0kxjgkIlIEFVosU4vRImZSCW01MRqwisSIsUapsWiCNSJJxmClxUkTi9UxNlYT619j89sbQYXCoFGU0U2LCigSVA5y+j9g3JOdvcEcduTg53Vdva56r3Wv9b13efDpWvchLIynn36ad999l+nTpzNkyBCgJVwGBATQrVs3m3M1NTXx6quvsmfPHoYMGWLeqr8X6YEeERER6XSKioq4dOkSAQEBNtsrKiqIjo7m448/xsfHh+TkZIvVQy8vL5555hmLYAktD//MnDmTpqYmsrKyALhx4wb5+flWfW+rqakhPj6e3bt3M3ToUDZv3oybm5udrrTz0cqliIhIB9I4bNSdOwlGoxF3d3cefvhhqzaTycTixYspKSkhJCSEX/3qV/To0eMLj31767y6uhpoWSEF8Pf3t+p75coVnn/+eU6fPs2YMWNYv349rq6uX+WSugyFSxERkQ7EHk9k3wuMRiP+/v5W29Qmk4n58+dTUVFBVFQUCxcutLmV/fvf/54///nPrFq1ijFjxli0nT9/HoBBgwYBLa8g8vb2xsXFxaLf1atXiY6OxmQyERoaSkJCAk5OTva8zE5J2+IiIiLSqdy8eZO8vDyrLfHq6mqef/55KioqWLBgAYsWLWr1HslBgwZRUlLCu+++a3G8oqKCd999l759+xIYGEhzczOZmZlWczU2NvLiiy9iMpmYMWMGa9asUbD8X1q5FBERkU4lOzub5uZmq23qHTt28I9//AMvLy88PT3Zv3+/1bne3t54eXkxefJk9u7dy5EjR/jFL35BcHAwlZWV/Nd//ReffvopSUlJ9OrVi9OnT3PlyhWrcHnw4EHy8vJwdXVl9OjRfPDBB1ZzDR8+vM1PV3ZVCpciIiLSqRiNRkaPHm11b+PtB3BKSkpISEiwee6qVavw8vKiW7dubNiwgT/84Q/s27eP1157jd69e+Pt7c3cuXPNn200Go14enpahcTs7GwAqqqqePnll23ONXfu3HsyXHarrKxsbu8iRERE7hXl5eXmb1uLfFUd+e9I91yKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIhIuygoKMDf358TJ07YbG9oaCAqKorVq1e3OU54eDipqanmf7///vv8/Oc/Z+LEiUycOJHZs2fzwQcf2DzXZDKxYsUKQkNDCQoK4mc/+1mrfQFiYmJISEgw//vIkSPMnz+f4OBgJkyYwKxZs8jIyKCpqanNmpOSkpg+fXqbfTorhUsRERG564qLi4mPj281hDU2NpKQkEBhYWGb45hMJkpKShg/fjwAaWlprFmzhu7duxMdHc1zzz1HY2Mjq1atYuvWrRbnnjlzhjlz5nDixAmefPJJYmJiAFi1ahUZGRlWc1VXV5OXl0dAQAAA+/fvZ+nSpVRUVDBnzhwWLlxI37592bBhA4mJia3WvGPHDnbu3NnmdXVmju1dgIiIiNxbDh8+TGJiIlVVVTbbL1++TEJCArm5uXccy2Aw4ObmxujRoyktLWXr1q08+uijvPXWWzg4OADw5JNP8uyzz/K73/2O6dOn079/fwDWrFlDc3Mzv/3tb/n2t78NwIwZM4iMjOStt95ixowZODk5mefKysqiqakJf39/bt26RVJSEoMGDeLtt9+mZ8+e5rmWLVvG+++/T0REBKNGjTKfX1tbS0pKSpcOlqCVSxEREbmL4uLiWLZsGR4eHoSGhlq179u3jyeeeIJTp04xe/bsO46XmZmJv78/3bt35/jx4zQ2NhIeHm4OlgCOjo6EhobS0NBAfn4+APn5+RQWFhIZGWkOlgBOTk4sWrSIp556ihs3bljN9cgjj+Dm5kZBQQE3b94kLCzMHCxvmzJlCgA5OTnmY2fPnmXGjBns3LmT8PBwPD097/xjdVJauRQREelAao4vbu8SWtXLN/lrj3HhwgViYmKIjIwkPT3dqr2wsJDAwEAWLFiAg4ODzT631dTUkJuby4oVKwD4/ve/z8iRI20Gt4qKCgC6d29ZVzt+/DgAEyZMAKC5uZnq6mr69Oljvlfz84xGI+Hh4QCMHj2aHTt2cN99991xLoCSkhL69+/P6tWrGTduXJe93xIULkVERDqUpqrT7V3CNyojIwNnZ+dW22NiYsztFy9ebHOsY8eO0dDQYL7fslevXgwbNsyq3/Xr19mzZw+Ojo48+uijQEvIBejduze//vWvOXjwINXV1Xh4ePDUU0/x1FNP0a1bN/MYZ8+epaysjMDAQACcnZ154IEHrOZqaGgw3685duxY8/GAgACCg4PbvJ6uQuFSRERE7pq2guUXaf8sg8HAqFGj6Nu3b6t9GhoaWLlyJZWVlcyaNQt3d3egJXACLF26FBcXF1544QUcHR35r//6L1JSUigvLycuLs48jtFoxMPDg4ceeqjNml599VXOnz9PcHCwRd8vc12dncKliIiIdEpHjx7l8ccfb7W9rq6OX/7ylxiNRh599FEWLFhgbrt16xYAPXv2ZMuWLTg6tkSiH/zgBzzzzDNkZGQwY8YMhgwZArSEy4CAAIvVzM9qamri1VdfZc+ePQwZMsS8VX8v0gM9IiIi0ukUFRVx6dIl82uBPq+iooLo6Gg+/vhjfHx8SE5Otlg97NWrF9DydPjtYAng4ODAjBkzaGpq4tixYwDcuHGD/Px88/b759XU1BAfH8/u3bsZOnQomzdvxs3NzV6X2ulo5VJERKQD6e46sr1L6BSMRiPu7u48/PDDVm0mk4nFixdTUlJCSEgIv/rVr+jRo4dFnwEDBgDg4eFhdf7tYzdv3gRaVkgB/P39rfpeuXKF559/ntOnTzNmzBjWr1+Pq6vr17u4Tk7hUkREpAOxxxPZ9wKj0Yi/v7/VNrXJZGL+/PlUVFQQFRXFwoULbW5ljx49mj/96U+cO3fO6snwf/7znwB861vfAlpeQeTt7Y2Li4tFv6tXrxIdHY3JZCI0NJSEhASL92Leq7QtLiIiIp3KzZs3Lb6Uc1t1dTXPP/88FRUVLFiwgEWLFrV6j2RQUBCurq7s2LHD/OogaNni3rFjB3369CEgIIDm5mYyMzOt5mpsbOTFF1/EZDIxY8YM1qxZo2D5v7RyKSIiIp1KdnY2zc3NVtvUO3bs4B//+AdeXl54enqyf/9+q3O9vb3x8vKid+/erFixgl/+8pfMnj2biIgIHB0d+fOf/8w///lPVq5cSZ8+fTh9+jRXrlyxCpcHDx4kLy8PV1dXRo8ebfN75MOHD2fEiBH2vfhOQOFSREREOhWj0cjo0aOt7m3MysoCWl5YnpCQYPPcVatW4eXlBcD3vvc9UlNTSUtLIz09nebmZkaMGMHGjRvNYdJoNOLp6WkVErOzswGoqqri5ZdftjnX3Llz78lw2a2ysrK5vYsQERG5V5SXl5u/bS3yVXXkvyPdcykiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIiduPY3gWIiIjIvamgoIC5c+fy5ptvMnbsWKv2hoYGZs+ezYgRI0hISGh1nPDwcH74wx8yf/58AN5//3127tzJ//zP/wAwbNgwfvKTn/DDH/7QfM7q1av5y1/+0mZ9q1atYurUqRbHYmJi6N+/P6tXrwbgyJEjvPvuu5w5c4aGhga+/e1v8+Mf/5gnnniC7t1bX8NLSkrCYDCwZ8+eNmvojBQuRURE5K4rLi4mPj6epqYmm+2NjY0kJCRQWFjIiBEjWh3HZDJRUlLC+PHjAUhLSyM1NZVHHnmE6Ohompub+eCDD1i1ahX//Oc/mTt3LtASSP38/KzGu3HjBhs3bqR37974+PhYtFVXV5OXl8eqVasA2L9/PwkJCQwZMoQ5c+bQs2dPPvroIzZs2EBhYSErV660WfOOHTvYuXMn999//51/qE5I4VJERETuqsOHD5OYmEhVVZXN9suXL5OQkEBubu4dxzIYDLi5uTF69GhKS0vZunUrjz76KG+99RYODg4APPnkkzz77LP87ne/Y/r06fTv3x9vb2+8vb2txluxYgWNjY2sWbOGb33rWxZtWVlZNDU14e/vz61bt0hKSmLQoEG8/fbb9OzZ0zzXsmXLeP/994mIiGDUqFHm82tra0lJSWHnzp1f+LfqjHTPpYiIiNw1cXFxLFu2DA8PD0JDQ63a9+3bxxNPPMGpU6eYPXv2HcfLzMzE39+f7t27c/z4cRobGwkPDzcHSwBHR0dCQ0NpaGggPz+/1bEOHz7MX//6V6ZOnWpeCf38XI888ghubm4UFBRw8+ZNwsLCzMHytilTpgCQk5NjPnb27FlmzJjBzp07CQ8Px9PT847X1llp5VJERKQD2fKXl9u7hFbNC1v1tce4cOECMTExREZGkp6ebtVeWFhIYGAgCxYswMHBwWaf22pqasjNzWXFihUAfP/732fkyJE2g1tFRQVAq/dB3rp1i5SUFFxdXfnFL35hs4/RaCQ8PByA0aNHs2PHDu67774vNFdJSYn5Xs1x48Yxffr0Vq+rs1O4FBER6UD+UV7U3iV8ozIyMnB2dm61PSYmxtx+8eLFNsc6duwYDQ0N5lXGXr16MWzYMKt+169fZ8+ePTg6OvLoo4/aHOvPf/4zJSUlLFiwgH/5l3+xaj979ixlZWUEBgYC4OzszAMPPGDVr6GhgYyMDACLh5QCAgIIDg5u83q6Cm2Li4iIyF3TVrD8Iu2fZTAYGDVqFH379m21T0NDAytXrqSyspInnngCd3d3qz7Nzc388Y9/xMXFhYiICJvjGI1GPDw8eOihh9qs6dVXX+X8+fMEBwdb9P0y19XZKVyKiIhIp3T06FECAgJaba+rq2PZsmUYjUYeffRRFixYYLNfVlYWxcXFzJgxAxcXF5t9jEYjAQEBdOvWzWZ7U1MT69atY8+ePQwZMsS8VX8vUrgUERGRTqeoqIhLly61Gi4rKiqIjo7m448/xsfHh+Tk5FZXDw8fPgz834M4n3fjxg3y8/NtPuQDLfd+xsfHs3v3boYOHcrmzZtxc3P7ClfVNeieSxERkQ7k2/2t7xkUa0ajEXd3dx5++GGrNpPJxOLFiykpKSEkJIRf/epX9OjRw+Y4zc3NfPzxxwwfPtzm/ZrQskIK4O/vb9V25coVnn/+eU6fPs2YMWNYv349rq6uX+PKOj+FSxERkQ7EHk9k3wuMRiP+/v5W29Qmk4n58+dTUVFBVFQUCxcubHUrG1pe5n7lyhWLr/d8XmZmJt7e3lZb5levXiU6OhqTyURoaCgJCQk4OTl9vQvrArQtLiIiIp3KzZs3ycvLs9oSr66u5vnnn6eiooIFCxawaNGiNoMlwCeffAJgcwUUWlY2MzMzreZqbGzkxRdfxGQyMWPGDNasWaNg+b+0cikiIiKdSnZ2Ns3NzVbb1Dt27OAf//gHXl5eeHp6sn//fqtzvb298fLyMv+7uLgYoNVPMZ45c4YrV65YhcuDBw+Sl5eHq6sro0eP5oMPPrA6d/jw4W1+urKrUrgUERGRTsVoNDJ69GirexuzsrKAlheWJyQk2Dx31apVFuHy2rVrADZfhn57Lk9PT6uQmJ2dDUBVVRUvv2z7xfdz5869J8Nlt8rKyub2LkJEROReUV5eTv/+/du7DOnkOvLfke65FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUERGRdlFQUIC/vz8nTpyw2d7Q0EBUVBSrV69uc5zw8HBSU1PN/37//ff5+c9/zsSJE5k4cSKzZ8/mgw8+sDqvubmZHTt28JOf/ITAwEAmT55MfHw8Fy5caHWumJgYEhISzP8+cuQI8+fPJzg4mAkTJjBr1iwyMjJoampqs+akpCSmT5/eZp/OSuFSRERE7rri4mLi4+NbDWGNjY0kJCRQWFjY5jgmk4mSkhLGjx8PQFpaGmvWrKF79+5ER0fz3HPP0djYyKpVq9i6davFucnJyfzmN7+hd+/exMbG8u///u8cO3aMp59+GpPJZDVXdXU1eXl5BAQEALB//36WLl1KRUUFc+bMYeHChfTt25cNGzaQmJjYas07duxg586dbV5XZ+bY3gWIiIjIveXw4cMkJiZSVVVls/3y5cskJCSQm5t7x7EMBgNubm6MHj2a0tJStm7dyqOPPspbb72Fg4MDAE8++STPPvssv/vd75g+fTr9+/enoqKCjIwMhg8fzpYtW3B0bIlEvr6+PPfcc/z2t7/l17/+tcVcWVlZNDU14e/vz61bt0hKSmLQoEG8/fbb9OzZ0zzXsmXLeP/994mIiGDUqFHm82tra0lJSenSwRK0cikiIiJ3UVxcHMuWLcPDw4PQ0FCr9n379vHEE09w6tQpZs+efcfxMjMz8ff3p3v37hw/fpzGxkbCw8PNwRLA0dGR0NBQGhoayM/PB+Cf//ynOSjeDpYAPj4+uLq6cubMGZtzPfLII7i5uVFQUMDNmzcJCwszB8vbpkyZAkBOTo752NmzZ5kxYwY7d+4kPDwcT0/PO15bZ6WVSxERkQ5kz5497V1Cq+xxj+CFCxeIiYkhMjKS9PR0q/bCwkICAwNZsGABDg4ONvvcVlNTQ25uLitWrADg+9//PiNHjrQZ3CoqKgDo3r1lXW3QoEE4OjryP//zP1b9bty4wYMPPmg1htFoJDw8HIDRo0ezY8cO7rvvvjvOBVBSUkL//v1ZvXo148aN67L3W4LCpYiISIdSVlbW3iV8ozIyMnB2dm61PSYmxtx+8eLFNsc6duwYDQ0N5vste/XqxbBhw6z6Xb9+nT179uDo6Mijjz4KgLu7OzExMbzxxhukpqYSFhbGp59+SnJyMt27d2fOnDkWY5w9e5aysjICAwMBcHZ25oEHHrCaq6GhgYyMDADGjh1rPh4QEEBwcHCb19NVKFyKiIjIXdNWsPwi7Z9lMBgYNWoUffv2bbVPQ0MDK1eupLKyklmzZuHu7m5u++EPf0h+fj5paWmkpaUB4ODgwJo1axg3bpzFOEajEQ8PDx566KE2a3r11Vc5f/48wcHBFn2/zHV1dgqXIiIi0ikdPXqUxx9/vNX2uro6fvnLX2I0Gnn00UdZsGCBue3q1as8/fTTlJWVER4ejr+/P59++ik7duxg5cqV1NXVERYWZu5vNBoJCAigW7duNudqamri1VdfZc+ePQwZMsS8VX8vUrgUERGRTqeoqIhLly6ZXwv0eRUVFbzwwgsUFBTg4+PDhg0bLFYPMzIyuHz5Mr/4xS/42c9+Zj4+ZcoUfv7zn/Pqq68yfvx43N3duXHjBvn5+TzxxBM256qpqWHlypX87W9/Y+jQobzxxhu4ubnZ94I7EYVLERGRDqQrP0VsT0ajEXd3dx5++GGrNpPJxOLFiykpKSEkJIRf/epX9OjRw6LP2bNnAZg2bZrF8R49ejBlyhTefPNN/vu//5ugoCCOHj0KgL+/v9VcV65c4fnnn+f06dOMGTOG9evX4+rqaq/L7JQULkVERDqQrvwUsT0ZjUb8/f2ttqlNJhPz58+noqKCqKgoFi5caHMr+/YqZmNjo1Xb7Re7Nzc3Ay2vIPL29sbFxcWi39WrV4mOjsZkMhEaGkpCQgJOTk52ub7OTO+5FBERkU7l5s2bFl/Kua26uprnn3+eiooKFixYwKJFi1q9R/L2U9/bt2+3GmPv3r306NGDxx57jObmZjIzM63mamxs5MUXX8RkMjFjxgzWrFmjYPm/tHIpIiIinUp2djbNzc1W29Q7duzgH//4B15eXnh6erJ//36rc729vfHy8uJHP/oRf/3rX/nP//xPTCYT48ePp6qqij179lBSUsKyZcvo27cvp0+f5sqVK1bh8uDBg+Tl5eHq6sro0aNtfrt8+PDhjBgxwr4X3wkoXIqIiEinYjQaGT16tNW9jVlZWUDLC8sTEhJsnrtq1Sq8vLxwdHRk48aN/OEPf2D//v0YjUacnZ15+OGHiY+PN78702g04unpaRUSs7OzAaiqquLll1+2OdfcuXPvyXDZrbKysrm9ixAREblXlJeX079///YuQzq5jvx3pHsuRURERMRuFC5FRERExG4ULkVERETEbhQuRURERMRuFC5FRERExG4ULkVERETEbhQuRURERMRuFC5FRERExG4ULkVERETEbhQuRURERMRuFC5FRERExG4ULkVERETEbhQuRURERMRuFC5FRESkXRQUFODv78+JEydstjc0NBAVFcXq1avbHCc8PJzU1FTzv99//31+/vOfM3HiRCZOnMjs2bP54IMPrM5rbGzkD3/4A0888QQTJkxg+vTpbNq0iU8//bTVuWJiYkhISDD/+8iRI8yfP5/g4GAmTJjArFmzyMjIoKmpqc2ak5KSmD59ept9OiuFSxEREbnriouLiY+PbzWENTY2kpCQQGFhYZvjmEwmSkpKGD9+PABpaWmsWbOG7t27Ex0dzXPPPUdjYyOrVq1i69atFucmJCSQkpJCr169iImJ4Uc/+hF79uxh7ty5XLt2zWqu6upq8vLyCAgIAGD//v0sXbqUiooK5syZw8KFC+nbty8bNmwgMTGx1Zp37NjBzp0727yuzsyxvQsQERGRe8vhw4dJTEykqqrKZvvly5dJSEggNzf3jmMZDAbc3NwYPXo0paWlbN26lUcffZS33noLBwcHAJ588kmeffZZfve73zF9+nT69+/P//t//48DBw4wZswY3njjDZycnAD4/ve/z89+9jPeeOMNVq5caTFXVlYWTU1N+Pv7c+vWLZKSkhg0aBBvv/02PXv2NM+1bNky3n//fSIiIhg1apT5/NraWlJSUrp0sAStXIqIiMhdFBcXx7Jly/Dw8CA0NNSqfd++fTzxxBOcOnWK2bNn33G8zMxM/P396d69O8ePH6exsZHw8HBzsARwdHQkNDSUhoYG8vPzgZaACxAdHW0OlgAjRoxgwoQJfPDBB1RXV1vN9cgjj+Dm5kZBQQE3b94kLCzMHCxvmzJlCgA5OTnmY2fPnmXGjBns3LmT8PBwPD0973htnZVWLkVERDqQjB+/094ltOrJ95762mNcuHCBmJgYIiMjSU9Pt2ovLCwkMDCQBQsW4ODgYLPPbTU1NeTm5rJixQqgZdVx5MiRNoNbRUUFAN27t6yrlZWVAS1h8vO+/e1vU19fz7lz5/D29jYfNxqNhIeHAzB69Gh27NjBfffdd8e5AEpKSujfvz+rV69m3LhxXfZ+S1C4FBER6VAu515q7xK+URkZGTg7O7faHhMTY26/ePFim2MdO3aMhoYG8/2WvXr1YtiwYVb9rl+/zp49e3B0dOTRRx819wW4efMmffr0seh/+4Ge8vJy87GzZ89SVlZGYGAgAM7OzjzwwANWczU0NJCRkQHA2LFjzccDAgIIDg5u83q6Cm2Li4iIyF3TVrD8Iu2fZTAYGDVqFH379m21T0NDAytXrqSyspInnngCd3d3AHPI/PDDDy36V1dXYzQaAairqzMfNxqNeHh48NBDD7VZ06uvvsr58+cJDg626Ptlrquz08qliIiIdEpHjx7l8ccfb7W9rq6OX/7ylxiNRh599FEWLFhgbps+fTp//OMfSU1NpVu3bgQFBXHt2jX+4z/+g4aGBqDlXs3bjEYjAQEBdOvWzeZcTU1NvPrqq+zZs4chQ4aYt+rvRVq5FBERkU6nqKiIS5cumV8L9HkVFRVER0fz8ccf4+PjQ3JyssXqoYuLC2+++SbDhg0jJSWFiIgI5s2bx4ABA3juuecAcHV1BeDGjRvk5+ebt98/r6amhvj4eHbv3s3QoUPZvHkzbm5udr7izkMrlyIiIh3IwDH3t3cJnYLRaMTd3Z2HH37Yqs1kMrF48WJKSkoICQnhV7/6FT169LDqN3jwYLZt24bJZOLatWt8+9vfxsPDgy1btgAtD/ZAywopgL+/v9UYV65c4fnnn+f06dOMGTOG9evXm0PpvUrhUkREpAOxxxPZ9wKj0Yi/v7/VNrXJZGL+/PlUVFQQFRXFwoULbW5lm0wmcnNzmTBhAkOGDGHIkCEWYw8YMAAvLy+g5RVE3t7euLi4WIxx9epVoqOjMZlMhIaGkpCQYPFao3uVtsVFRESkU7l586bFl3Juq66u5vnnn6eiooIFCxawaNGiVu+RLC8vZ+3atezatcvi+P79+zl16hRPPdUS8pubm8nMzLSaq7GxkRdffBGTycSMGTNYs2aNguX/0sqliIiIdCrZ2dk0NzdbbVPv2LGDf/zjH3h5eeHp6cn+/futzvX29sbLy4sxY8YwduxY0tPTqaqqYsSIERQWFvJf//VffPe73yUiIgKAM2fOcOXKFatwefDgQfLy8nB1dWX06NE2v10+fPhwm+/R7OoULkVERKRTMRqNjB492urexqysLKDlheUJCQk2z121ahVeXl44ODiwfv160tLSOHz4MH/+85+5//77ee6555g1a5Z5FdJoNOLp6WkVErOzswGoqqri5ZdftjnX3Llz78lw2a2ysrK5vYsQERG5V5SXl9O/f//2LkM6uY78d6R7LkVERETEbhQuRURERMRuFC5FRERExG4ULkVERETEbhQuRURERMRuFC5FRERExG4ULkVERETEbhQuRURERMRuFC5FRERExG4ULkVERETEbhQuRURERMRuFC5FRERExG4ULkVERKRdFBQU4O/vz4kTJ2y2NzQ0EBUVxerVq9scJzw8nNTUVPO/P/roI55++mm+973vERoayksvvcQ///lPm+d+/PHHPPPMM3zve9/jBz/4AatWraK0tLTVuWJiYkhISDD/+8iRI8yfP5/g4GAmTJjArFmzyMjIoKmpqc2ak5KSmD59ept9OiuFSxEREbnriouLiY+PbzWENTY2kpCQQGFhYZvjmEwmSkpKGD9+PAC7du0iPj4egOjoaJ588kmysrL4+c9/TnFxscW5H3zwAS+88AINDQ3Mnz+fJ554whw2KyoqrOaqrq4mLy+PgIAAAPbv38/SpUupqKhgzpw5LFy4kL59+7JhwwYSExNbrXnHjh3s3LmzzevqzBzbuwARERG5txw+fJjExESqqqpstl++fJmEhARyc3PvOJbBYMDNzY3Ro0dTU1PDpk2bGD58OFu2bMHRsSXmBAYG8rOf/YytW7fy8ssvA1BTU8Nrr71m7tujRw8A/P39efbZZ/ntb3/LsmXLLObKysqiqakJf39/bt26RVJSEoMGDeLtt9+mZ8+eADz55JMsW7aM999/n4iICEaNGmU+v7a2lpSUlC4dLEErlyIiInIXxcXFsWzZMjw8PAgNDbVq37dvH0888QSnTp1i9uzZdxwvMzMTf39/unfvTklJCQ8//DBPPPGEOVgCjBw5Ejc3N86cOWM+9v/+3/+jsrKSJ554whwsAby9vXnsscf44IMPqK+vt5rrkUcewc3NjYKCAm7evElYWJg5WN42ZcoUAHJycszHzp49y4wZM9i5cyfh4eF4enre8do6K61cioiIdCA/2FvW3iW06q9Tv34gunDhAjExMURGRpKenm7VXlhYSGBgIAsWLMDBwcFmn9tqamrIzc1lxYoVAAwfPtzi3svbLl26xKeffsojjzxiPlZQUADA6NGjrfo/8sgj5ObmcuHCBUaMGGE+bjQaCQ8PN5+3Y8cO7rvvPqvzb2+pd+/+f2t4JSUl9O/fn9WrVzNu3Lgue78lKFyKiIh0KMfK6+/cqRPLyMjA2dm51faYmBhz+8WLF9sc69ixYzQ0NJjvt/y80tJSPvnkEzZv3kyPHj145plnzG1lZS0hfuDAgVbnDRgwwDz/7XB59uxZysrKCAwMBMDZ2ZkHHnjA6tyGhgYyMjIAGDt2rPl4QEAAwcHBbV5PV6FwKSIiIndNW8Hyi7R/lsFgYNSoUfTt29eq7caNGzz++OPmf0dHR1usXN64cQOAXr16WZ17e5u8pqbGfMxoNOLh4cFDDz3UZk2vvvoq58+fJzg42KLvl7muzk7hUkRERDqlo0ePWgTIz2pububll1+me/fufPjhh2zevJmioiJ+/etfW/VrjYODg/m/G41GAgIC6Natm82+TU1NvPrqq+zZs4chQ4aYt+rvRXqgR0RERDqdoqIiLl26ZH4t0Ofdd999/PCHPyQ0NJQNGzbwve99jwMHDpgfsunduzfQ8gT3590+5uLiArSscubn57e6/V5TU0N8fDy7d+9m6NChbN68GTc3t699jZ2VVi5FREQ6kHH9ndq7hE7BaDTi7u7Oww8//IX6//CHP+Tw4cN88skn+Pj48K1vfQtouffydoi87fb9mLef6D569CjQ8pqiz7ty5QrPP/88p0+fZsyYMaxfvx5XV9evfF1dgcKliIhIB2KPJ7LvBUajEX9/f4tt6j//+c+kpqYSHx9PUFCQRf+bN28C/3c/5e37L0+ePMnQoUMt+hYUFODi4sJ3vvMdoOUVRN7e3lYh9OrVq0RHR2MymQgNDSUhIQEnJ/2fA22Li4iISKdy8+ZNiy/l3DZ8+HDKy8t55513aGxsNB+vra3l3XffxdHR0fy094QJE3B1deWPf/wjdXV15r75+fnk5eURFhZG9+7daW5uJjMz02quxsZGXnzxRUwmEzNmzGDNmjUKlv9LK5ciIiLSqWRnZ9Pc3Gy1TT1q1CieeOIJ/vSnP/Hcc8/xgx/8gJqaGt5//32Ki4tZsmQJ999/PwA9e/Zk8eLFvPzyy8ybN49p06ZRUVHBu+++y/3338+cOXMAOHPmDFeuXLEKlwcPHiQvLw9XV1dGjx7NBx98YFXn8OHDLd6Tea9QuBQREZFOxWg0Mnr0aJv3Nr7wwgsMHz6cnTt3smnTJpydnRk1ahQvvPCCVRidOnUqvXr1Ytu2bWzcuJH77ruPSZMmERMTg7u7u3kuT09Pq5CYnZ0NQFVVlfmTkp83d+7cezJcdqusrGz9GXwRERGxq/Lycvr379/eZUgn15H/jnTPpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiItIuCggL8/f05ceKEVVtubi6xsbGEhIQQGBhIREQEW7Zs4datWzbH2rdvHxMmTKC2ttaq7eLFiwQFBbF3795WayktLcXPz49jx44BUFtby+bNm4mIiCAgIICQkBDi4uIoKCho85quX7/O1KlT2bJlS5v9ujLH9i5ARERE7j3FxcXEx8fT1NRk1ZaTk8OCBQtwd3cnMjISNzc3srOz2bp1K/n5+aSkpNC9u+X6mNFoZMyYMfTs2dPieEVFBXFxcdTU1LRZj8FgoHfv3jz22GM0NzezdOlSsrKyCAkJYdasWVy7do1du3Yxb948kpOT8fPzsxqjtraWF154gbKysq/wi3QdCpciIiJyVx0+fJjExESqqqpstq9du5Y+ffqwbds2+vXrB8DMmTPZuHEj27dv59ChQ0yePNncv7GxkaNHjzJ37lyLcXJzc1m1ahWlpaV3rMloNDJu3DicnJz48MMPycrKYvbs2cTExJj7TJs2jVmzZrFhwwYyMjIszi8qKuKll16iqKjoC/8OXZW2xUVEROSuiYuLY9myZXh4eBAaGmrVXlpaSnFxMUFBQeZgeVtYWBjQEho/6+TJk1RVVREQEGA+lpSUxPz582lubiY8PLzNmurr6zl+/DiBgYEAZGdnAxAREWHRb8CAAfj4+HD+/HkqKyvNx9PT04mKiqK8vJzIyMg7/AJdn1YuRUREOpBeL8fcuVM7qVn1H197jAsXLhATE0NkZCTp6elW7R4eHuzcuZMePXpYtV29ehXAakvcYDAwaNAgBg8ebD529uxZoqKiePrpp/noo4/YvXt3qzXl5uZSXV3N+PHjAVi4cCEzZ87E09PTqm9FRYVVDWfOnGHq1KnMnz8fk8nEu+++28Yv0PUpXIqIiHQgDkWn2ruEb1RGRgbOzs6ttjs6OlqExM965513ABg7dqzFcaPRaLFqCfDmm2+2Oc9nGQwGhg8fzoABAwDo27cvffv2teqXl5dHQUEBI0aMwNXV1Xx89erV5rlMJtMXmrMr07a4iIiI3DVfNPB9XlpaGtnZ2YwcOZJJkyaZj1+5coXCwkLzlvZXmcdWOP28srIyVq1aBcC8efO+8lz3AoVLERER6dDS0tJITU3F3d2ddevWWWxJZ2Zm4uzsjI+Pz1cau6SkBJPJ1Ga4vHjxItHR0Vy6dImoqCiCgoK+0lz3Cm2Li4iISIfU0NDA+vXr2b17N56enrz++ut4eXlZ9DEYDPj6+tq8R/OLMBqNuLi44O3tbbP91KlTLFmyhKtXr/LUU0+xaNGirzTPvUThUkREpANpHDaqvUvoEKqrq1m+fDmZmZkMHTqU5ORkBg4caNGnoaGB7OxsoqOjv/I8RqMRPz8/HB2tI9GRI0dYuXIldXV1LFq0iKioqK88z71E4VJERKQDsccT2Z1dTU0NsbGx5OXl4evrS1JSEi4uLlb98vPzuXHjxh3vl2xNXV0dJ06cYOnSpVZthw4dYsWKFTg4OLB27VpCQkK+0hz3IoVLERER6VASExPJy8tj4sSJvPLKKzg5OdnsZzQaGTJkiNVW+ReVk5NDXV2d+RVEt509e5aEhAQcHR1JTk62ejpd2qZwKSIiIh1Gfn4+Bw4cwMnJifHjx3Pw4EGrPl5eXnh7e3+hp7zbYjAYePDBB61e1p6SkkJdXR2BgYGUlZWxf/9+q3ODg4Pp1avXV567K1O4FBERkQ7j9tdx6uvrSUpKstknLCyMgQMHcu7cORYvXvyV58rMzLT4jCS03MeZk5MDtIRPg8Fg89z33ntP4bIV3SorK5vbuwgREZF7RXl5Of3792/vMqST68h/R3rPpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiItIuCggL8/f05ceKEVVtubi6xsbGEhIQQGBhIREQEW7Zs4datWzbH2rdvHxMmTKC2thaAS5cusXr1an70ox8xfvx4fvSjH7FmzRrKy8ttnl9aWoqfnx/Hjh0DoLa2ls2bNxMREUFAQAAhISHExcVRUFDQ5jVdv36dqVOnsmXLli/zU3Qpju1dgIiIiNx7iouLiY+Pp6mpyaotJyeHBQsW4O7uTmRkJG5ubmRnZ7N161by8/NJSUmhe3fL9TGj0ciYMWPo2bMn165d45lnnuH69euEh4fzwAMPUFRUxHvvvUdWVhbp6en069fP4nyDwUDv3r157LHHaG5uZunSpWRlZRESEsKsWbO4du0au3btYt68eSQnJ+Pn52dVd21tLS+88AJlZWX2/bE6GYVLERERuasOHz5MYmIiVVVVNtvXrl1Lnz592LZtmzkEzpw5k40bN7J9+3YOHTrE5MmTzf0bGxs5evQoc+fOBeCtt97iypUrbNq0ifHjx5v7ffe73+WFF17gd7/7HfHx8RZzGo1Gxo0bh5OTEx9++CFZWVnMnj2bmJgYc59p06Yxa9YsNmzYQEZGhsX5RUVFvPTSSxQVFX29H6cL0La4iIiI3DVxcXEsW7YMDw8PQkNDrdpLS0spLi4mKCjIanUxLCwMaNky/6yTJ09SVVVFQEAAAFlZWXh5eVkES4BJkybh4uJCTk6OxfH6+nqOHz9OYGAgANnZ2QBERERY9BswYAA+Pj6cP3+eyspK8/H09HSioqIoLy8nMjLyi/4UXZZWLkVERDqQmuOL27uEVvXyTf7aY1y4cIGYmBgiIyNJT0+3avfw8GDnzp306NHDqu3q1asAVlviBoOBQYMGMXjwYABSU1Oprq62Or+mpoaamhqr83Nzc6murjaH0YULFzJz5kw8PT2txqioqLCq4cyZM0ydOpX58+djMpl499132/oJujyFSxERkQ6kqep0e5fwjcrIyMDZ2bnVdkdHR3NI/Lx33nkHgLFjx1ocNxqN5lVLaFlhtGX79u00Njbi6+trcdxgMDB8+HDzeX379qVv375W5+fl5VFQUMCIESNwdXU1H1+9erX5mkwmU6vXdq/QtriIiIjcNW0Fy7akpaWRnZ3NyJEjmTRpkvn4lStXKCwsNG9pt+bYsWOkpaXRp08fnnrqKYu2z4dTW8rKyli1ahUA8+bNs2j7qtfUVSlcioiISIeWlpZGamoq7u7urFu3zmJLOjMzE2dnZ3x8fFo9/+jRoyxZsoSmpiZWr15tsbJZUlKCyWRqM1xevHiR6OhoLl26RFRUFEFBQfa5sC5K2+IiIiLSITU0NLB+/Xp2796Np6cnr7/+Ol5eXhZ9DAYDvr6+Nu/RBPjzn//MK6+8Qrdu3fj1r39tseoJLauWLi4ueHt72zz/1KlTLFmyhKtXr/LUU0+xaNEi+1xcF6ZwKSIi0oF0dx3Z3iV0CNXV1SxfvpzMzEyGDh1KcnIyAwcOtOjT0NBAdnY20dHRNsfYvHkzv//973FxceHVV19l3LhxVn2MRiN+fn44OlpHoiNHjrBy5Urq6upYtGgRUVFR9rm4Lk7hUkREpAOxxxPZnV1NTQ2xsbHk5eXh6+tLUlISLi4uVv3y8/O5ceOGzS3t1157jT/+8Y8MHDiQjRs3MmzYMKs+dXV1nDhxgqVLl1q1HTp0iBUrVuDg4MDatWsJCQmxz8XdAxQuRUREpENJTEwkLy+PiRMn8sorr+Dk5GSzn9FoZMiQIVZb5bt37+aPf/wjgwYN4q233rL5SiFo+RJQXV2d1fswz549S0JCAo6OjiQnJ1s9nS5tU7gUERGRDiM/P58DBw7g5OTE+PHjOXjwoFUfLy8vvL29bT7lXVNTw5tvvglAcHCwze+W9+rVi+DgYAwGAw8++KDVy9pTUlKoq6sjMDCQsrIy9u/fbzVGcHAwvXr1+jqX2mUpXIqIiEiHcfvrOPX19SQlJdnsExYWxsCBAzl37hyLFy+2aPvkk0/Mn5X8wx/+YPP8+++/n+DgYDIzMy0+Iwkt93He/oKPwWDAYDDYHOO9995TuGxFt8rKyub2LkJEROReUV5eTv/+/du7DOnkOvLfkd5zKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIi7aKgoAB/f39OnDhh1Zabm0tsbCwhISEEBgYSERHBli1buHXrls2x9u3bx4QJE6itrQWgoqKCV155henTpzNx4kQiIyPZtWsXzc3NNs8vLS3Fz8+PY8eOAVBbW8vmzZuJiIggICCAkJAQ4uLiKCgoaPOarl+/ztSpU9myZcuX+Sm6FMf2LkBERETuPcXFxcTHx9PU1GTVlpOTw4IFC3B3dycyMhI3Nzeys7PZunUr+fn5pKSk0L275fqY0WhkzJgx9OzZkxs3bjB//nwuX77MzJkzGTRoEJmZmbz66qsUFRURHx9vNafBYKB379489thjNDc3s3TpUrKysggJCWHWrFlcu3aNXbt2MW/ePJKTk/Hz87Mao7a2lhdeeIGysjL7/VCdkMKliIiI3FWHDx8mMTGRqqoqm+1r166lT58+bNu2jX79+gEwc+ZMNm7cyPbt2zl06BCTJ082929sbOTo0aPMnTsXgHfffReTyURiYiI/+MEPAIiIiGDJkiXs2rWLn/zkJwwePNhiTqPRyLhx43BycuLDDz8kKyuL2bNnExMTY+4zbdo0Zs2axYYNG8jIyLA4v6ioiJdeeomioqKv/wN1cgqXIiIiHciWv7zc3iW0al7Yqq89RlxcHAaDge985zv4+/tz4MABi/bS0lKKi4t5/PHHzcHytrCwMLZv305ubq5FuDx58iRVVVUEBAQAcOvWLUaNGkVISIjF+d/97nf5+OOPOXPmjEW4rK+v5/jx4yxevBiA7OxsoCWQftaAAQPw8fHhb3/7G5WVlfTt2xeA9PR0UlNT6dOnD5GRkbz77rtf/QfqAhQuRUREOpB/lHftla8LFy4QExNDZGQk6enpVu0eHh7s3LmTHj16WLVdvXoVwGpL3GAwMGjQIHNg/MUvfmFz7jNnzgDwrW99y+J4bm4u1dXVjB8/HoCFCxcyc+ZMPD09rcaoqKiwquHMmTNMnTqV+fPnYzKZFC7buwARERG5d2RkZODs7Nxqu6Ojo9WW9W3vvPMOAGPHjrU4bjQazauWn1dTU0NJSQn79u3j/fffJygoiEceecSij8FgYPjw4QwYMACAvn37mlclPysvL4+CggJGjBiBq6ur+fjq1avN12QymVq9tnuFwqWIiIjcNW0Fy7akpaWRnZ3NyJEjmTRpkvn4lStXKCwstLg38rPeeusttm/fDsC3v/1t89b3ZxmNRoKCgtqcv6ysjFWrWm4LmDdvnkXbV72mrkqvIhIREZEOLS0tjdTUVNzd3Vm3bp3FlnRmZibOzs74+PjYPHfChAn85je/YcGCBXz66adERUVx6tQpc3tJSQkmk6nVlU+AixcvEh0dzaVLl4iKirpjEL3XaeVSRESkA/l2/2HtXUKH0dDQwPr169m9ezeenp68/vrreHl5WfQxGAz4+vravEcTYNy4cQBMmjQJf39/Zs+ezeuvv87mzZuBllVLFxcXvL29bZ5/6tQplixZwtWrV3nqqadYtGiRHa+wa1K4FBER6UDs8UR2V1BdXc3y5cvJzMxk6NChJCcnM3DgQIs+DQ0NZGdnEx0d/YXGfOihh/jOd77DJ598Yj5mNBrx8/PD0dE6Eh05coSVK1dSV1fHokWLiIqK+noXdY/QtriIiIh0KDU1NcTGxpKZmYmvry9bt261CpYA+fn53Lhxw2JLu7m5maioKJ5++mmbY9+8edO8yllXV8eJEycIDAy06nfo0CFefPFFmpqaWLt2rYLll6BwKSIiIh1KYmIieXl5TJw4kU2bNuHi4mKzn9FoZMiQIRZb5d26daN///4UFBRw9OhRi/4ffPABly5dIjg4GGj5ElBdXZ35FUS3nT17loSEBBwdHdm0aZPV+zKlbdoWFxERkQ4jPz+fAwcO4OTkxPjx4zl48KBVHy8vL7y9vVt9BdHixYv57//+b5YtW0ZERASDBg3i5MmT/OUvf2HIkCHmbXSDwcCDDz5o9bL2lJQU6urqCAwMpKysjP3791vNERwcTK9evex01V2LwqWIiIh0GLe/jlNfX09SUpLNPmFhYQwcOJBz587ZfLXQkCFD2LZtG2+99RZ79+7l+vXrDBgwgMjISJ5++mnzSmhmZqbFl36g5T7OnJwcoCV8GgwGmzW89957Cpet6FZZWdnc3kWIiIjcK8rLy+nfv397lyGdXEf+O9I9lyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiItIuCgoK8Pf358SJE1Ztubm5xMbGEhISQmBgIBEREWzZsoVbt27ZHGvfvn1MmDCB2tpam+0vvfQSfn5+XLx40WZ7aWkpfn5+HDt2DIDa2lo2b95MREQEAQEBhISEEBcXR0FBQZvXdP36daZOncqWLVva7NeVObZ3ASIiInLvKS4uJj4+nqamJqu2nJwcFixYgLu7O5GRkbi5uZGdnc3WrVvJz88nJSWF7t0t18eMRiNjxoyhZ8+eVuPt27ePAwcOtFmPwWCgd+/ePPbYYzQ3N7N06VKysrIICQlh1qxZXLt2jV27djFv3jySk5Px8/OzGqO2tpYXXniBsrKyL/lrdC0KlyIiInJXHT58mMTERKqqqmy2r127lj59+rBt2zb69esHwMyZM9m4cSPbt2/n0KFDTJ482dy/sbGRo0ePMnfuXKuxLl68yPr163F2dm511RNawum4ceNwcnLiww8/JCsri9mzZxMTE2PuM23aNGbNmsWGDRvIyMiwOL+oqIiXXnqJoqKiL/VbdEXaFhcREZG7Ji4ujmXLluHh4UFoaKhVe2lpKcXFxQQFBZmD5W1hYWFAy5b5Z508eZKqqioCAgIsjjc2NpKQkMCgQYP43ve+12pN9fX1HD9+nMDAQACys7MBiIiIsOg3YMAAfHx8OH/+PJWVlebj6enpREVFUV5eTmRk5B1+ga5PK5ciIiIdyJ49e9q7hFZNnz79a49x4cIFYmJiiIyMJD093ardw8ODnTt30qNHD6u2q1evAlhtiRsMBgYNGsTgwYMtjqenp3P69Gm2bdvG22+/3WpNubm5VFdXM378eAAWLlzIzJkz8fT0tOpbUVFhVcOZM2eYOnUq8+fPx2Qy8e6777Y6171A4VJERKQD6er362VkZODs7Nxqu6Ojo1VIvO2dd94BYOzYsRbHjUaj1aplQUEBW7duZfHixQwdOrTNmgwGA8OHD2fAgAEA9O3bl759+1r1y8vLo6CggBEjRuDq6mo+vnr1avM1mUymNue6F2hbXERERO6atoJlW9LS0sjOzmbkyJFMmjTJfPzKlSsUFhaat7QBqqurSUhIYOzYsfz7v//7Hce2FU4/r6ysjFWrVgEwb948i7avek1dlVYuRUREpENLS0sjNTUVd3d31q1bZ7ElnZmZibOzMz4+PuZjGzZs4NNPP2Xz5s1069atzbFLSkowmUxthsuLFy+ycOFCLl26RFRUFEFBQV//orowhUsRERHpkBoaGli/fj27d+/G09OT119/HS8vL4s+BoMBX19f8z2ahw8f5v333yc+Ph5nZ2fzgzf19fVAy3soKysrzdveRqMRFxcXvL29bdZw6tQplixZwtWrV3nqqadYtGjRN3OxXYjCpYiISAdi6yGSe1F1dTXLly8nMzOToUOHkpyczMCBAy36NDQ0kJ2dTXR0tPnY3/72NwCSkpJISkqyGvenP/0p8H9PhBuNRvz8/HB0tI5ER44cYeXKldTV1bFo0SKioqLsdn1dmcKliIhIB2KPJ7I7u5qaGmJjY8nLy8PX15ekpCRcXFys+uXn53Pjxg2LLe2f/vSnTJkyxarv22+/TVZWFi+//DLu7u4A1NXVceLECZYuXWrV/9ChQ6xYsQIHBwfWrl1LSEiIHa+wa1O4FBERkQ4lMTGRvLw8Jk6cyCuvvIKTk5PNfkajkSFDhlhslQ8dOtTm0+H79+8HwNvbm29961tAy5eA6urqzK8guu3s2bMkJCTg6OhIcnKy1dPp0jaFSxEREekw8vPzOXDgAE5OTowfP56DBw9a9fHy8sLb2/sLPeXdFoPBwIMPPmj1svaUlBTq6uoIDAykrKzMHEw/Kzg4mF69en3lubsyhUsRERHpMG7fC1lfX2/znklo+VLPwIEDOXfuHIsXL/7Kc2VmZlp8RhJa7uPMyckBWsKnwWCwee57772ncNmKbpWVlc3tXYSIiMi9ory8nP79+7d3GdLJdeS/I71EXURERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSREREROxG4VJERERE7EbhUkRERETsRuFSRERE2kVBQQH+/v6cOHHCqi03N5fY2FhCQkIIDAwkIiKCLVu2cOvWLZtj7du3jwkTJlBbWwtAWloafn5+Nv+zZcsWq/NLS0vx8/Pj2LFjANTW1rJ582YiIiIICAggJCSEuLg4CgoK2rym69evM3XqVJtz3Csc27sAERERufcUFxcTHx9PU1OTVVtOTg4LFizA3d2dyMhI3NzcyM7OZuvWreTn55OSkkL37pbrY0ajkTFjxtCzZ08Azp07R69evXjxxRetxh8+fLjVMYPBQO/evXnsscdobm5m6dKlZGVlERISwqxZs7h27Rq7du1i3rx5JCcn4+fnZzVGbW0tL7zwAmVlZV/1Z+kSFC5FRETkrjp8+DCJiYlUVVXZbF+7di19+vRh27Zt9OvXD4CZM2eyceNGtm/fzqFDh5g8ebK5f2NjI0ePHmXu3LnmY2fPnmXo0KFMmTLlC9VkNBoZN24cTk5OfPjhh2RlZTF79mxiYmLMfaZNm8asWbPYsGEDGRkZFucXFRXx0ksvUVRU9IV/h65K2+IiIiJy18TFxbFs2TI8PDwIDQ21ai8tLaW4uJigoCBzsLwtLCwMaNky/6yTJ09SVVVFQEAA0LKC+M9//pOhQ4d+oZrq6+s5fvw4gYGBAGRnZwMQERFh0W/AgAH4+Phw/vx5KisrzcfT09OJioqivLycyMjILzRnV6aVSxERkQ4k48fvtHcJrXryvae+9hgXLlwgJiaGyMhI0tPTrdo9PDzYuXMnPXr0sGq7evUqgNWWuMFgYNCgQQwePBhoWUVsampi2LBhANTV1eHg4ICjo+3Yk5ubS3V1NePHjwdg4cKFzJw5E09PT6u+FRUVVjWcOXOGqVOnMn/+fEwmE+++++6dfoYuTeFSRESkA7mce6m9S/hGZWRk4Ozs3Gq7o6OjOSR+3jvvtATvsWPHWhw3Go3mVUto2RKHltD37//+75hMJrp3785jjz3G4sWLeeihhyzONxgMDB8+nAEDBgDQt29f+vbtazV/Xl4eBQUFjBgxAldXV/Px1atXm6/JZDK1em33Cm2Li4iIyF3TVrBsS1paGtnZ2YwcOZJJkyaZj1+5coXCwkLzljb8X7j8+9//TkREBOvXr+eZZ57h9OnTPPvss5w6dcpi7M+HU1vKyspYtWoVAPPmzbPLNXVVWrkUERGRDi0tLY3U1FTc3d1Zt26dxZZ0ZmYmzs7O+Pj4mI/5+/vTp08fIiMjzSuQkyZNIiAggGeeeYbXXnuNrVu3AlBSUoLJZGozXF68eJGFCxdy6dIloqKiCAoK+mYutItQuBQREZEOqaGhgfXr17N79248PT15/fXX8fLysuhjMBjw9fW1uEdz4sSJTJw40Wq8UaNG8a//+q/k5eVx8+ZN+vTpg9FoxMXFBW9vb5s1nDp1iiVLlnD16lWeeuopFi1aZN+L7IIULkVERDqQgWPub+8SOoTq6mqWL19OZmYmQ4cOJTk5mYEDB1r0aWhoIDs7m+jo6C88rru7O83NzdTU1JjDpZ+fn82HfY4cOcLKlSupq6tj0aJFREVFfe3ruhcoXIqIiHQg9ngiu7OrqakhNjaWvLw8fH19SUpKwsXFxapffn4+N27csNjSbm5uZs6cOQA2n0Y/f/48ffr04V/+5V+oq6vjxIkTLF261KrfoUOHWLFiBQ4ODqxdu5aQkBD7XWAXpwd6REREpENJTEwkLy+PiRMnsmnTJpvBEloexBkyZIjFVnm3bt1wc3Pj1KlTHDlyxKL/X/7yF86fP8+UKVNwcHAgJyeHuro68yuIbjt79iwJCQk4OjqyadMmBcsvSSuXIiIi0mHk5+dz4MABnJycGD9+PAcPHrTq4+Xlhbe3d6tPecfGxlJQUMBLL71EeHg4DzzwACdPnuQvf/kLQ4cONW+jGwwGHnzwQauXtaekpFBXV0dgYCBlZWXs37/fao7g4GB69eplp6vuWhQuRUREpMO4/XWc+vp6kpKSbPYJCwtj4MCBnDt3jsWLF1u1Dx06lG3btpGamsqHH37I9evX6d+/P5GRkcyZM4f77rsPaHnS/LOfkYSW+zhzcnKAlvBpMBhs1vDee+8pXLaiW2VlZXN7FyEiInKvKC8vp3///u1dhnRyHfnvSPdcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIhIuygoKMDf358TJ05YteXm5hIbG0tISAiBgYFERESwZcsWbt26ZXOsffv2MWHCBGpra83HPvjgA55++mkmTZrED3/4Q+Lj4zGZTDbPLy0txc/Pj2PHjgFQW1vL5s2biYiIICAggJCQEOLi4igoKGjzmq5fv87UqVPZsmXLF/0ZuhyFSxEREbnriouLiY+Pp6mpyaotJyeHmJgYzp07R2RkJHFxcQwbNoytW7fy/PPP2zzHaDQyZswYevbsCUBqaiqrVq3CycmJRYsW8eMf/5hjx47xzDPPcPHiRavzDQYDvXv35rHHHqO5uZmlS5fy+9//ngcffJDnn3+en/zkJ3zyySfMmzeP7Oxsm9dUW1vLCy+8QFlZ2df8dTo3x/YuQERERO4thw8fJjExkaqqKpvta9eupU+fPmzbto1+/foBMHPmTDZu3Mj27ds5dOgQkydPNvdvbGzk6NGjzJ07F4DTp0/z+9//nokTJ5KUlISDgwMAfn5+PPfcc2zbto3ly5dbzGk0Ghk3bhxOTk58+OGHZGVlMXv2bGJiYsx9pk2bxqxZs9iwYQMZGRkW5xcVFfHSSy9RVFT09X+gTk4rlyIiInLXxMXFsWzZMjw8PAgNDbVqLy0tpbi4mKCgIHOwvC0sLAxo2TL/rJMnT1JVVUVAQAAAu3fvpqmpiSVLlpiDJYCPjw/z5s3jkUcesTi/vr6e48ePExgYCGBemYyIiLDoN2DAAHx8fDh//jyVlZXm4+np6URFRVFeXk5kZOSX+Tm6JK1cioiIdCA/2Ntxt1T/OtXza49x4cIFYmJiiIyMJD093ardw8ODnTt30qNHD6u2q1evAtC9u+XamMFgYNCgQQwePBiA48ePM2zYML71rW8BLeGxqamJHj16mFc3Pys3N5fq6mrGjx8PwMKFC5k5cyaentbXW1FRYVXDmTNnmDp1KvPnz8dkMvHuu+9+kZ+iy1K4FBER6UCOlde3dwnfqIyMDJydnVttd3R0NIfEz3vnnXcAGDt2rMVxo9FoXrWsr6+npKSEwMBAcnJyeOONNzh58iQAo0ePZvHixfzrv/6rxfkGg4Hhw4czYMAAAPr27Uvfvn2t5s/Ly6OgoIARI0bg6upqPr569WrzNbX2wNC9RNviIiIicte0FSzbkpaWRnZ2NiNHjmTSpEnm41euXKGwsNC8pX3jxg2ampq4cOECixYt4uGHH+aVV15h4cKFmEwmoqOjzWHzts+G09aUlZWxatUqAObNm2eXa+qqtHIpIiIiHVpaWhqpqam4u7uzbt06iy3pzMxMnJ2d8fHxATC/qugf//gHsbGxPPXUU+a+48aNY/bs2SQnJ/Pb3/4WgJKSEkwmU5vh8uLFiyxcuJBLly4RFRVFUFDQN3GZXYbCpYiIiHRIDQ0NrF+/nt27d+Pp6cnrr7+Ol5eXRR+DwYCvr6/5Hs1evXoB4ODgwMyZMy36PvTQQ/zrv/4reXl51NTU0KtXL4xGIy4uLnh7e9us4dSpUyxZsoSrV6/y1FNPsWjRom/gSrsWhUsREZEOZFx/p/YuoUOorq5m+fLlZGZmMnToUJKTkxk4cKBFn4aGBrKzs4mOjjYfu+++++jTpw+Ojo42Hwry8PCgubmZmzdvmsOln58fjo7WkejIkSOsXLmSuro6Fi1aRFRUlP0vtAtSuBQREelA7PFEdmdXU1NDbGwseXl5+Pr6kpSUhIuLi1W//Px8bty4YbGl3a1bN0aNGsXx48cpKyuzeuL7n//8J7169cLd3Z26ujpOnDjB0qVLrcY+dOgQK1aswMHBgbVr1xISEmL/C+2i9ECPiIiIdCiJiYnk5eUxceJENm3aZDNYQsuDOEOGDLHaKn/88cdpbm4mNTXV4nhmZiZnzpwhJCSE7t27k5OTQ11dnfkVRLedPXuWhIQEHB0d2bRpk4Lll6SVSxEREekw8vPzOXDgAE5OTowfP56DBw9a9fHy8sLb27vVp7x/+MMf8tFHH/H+++9z9epVJk2axD//+U/+9Kc/0b9/f/NXdwwGAw8++KDVy9pTUlKoq6sjMDCQsrIy9u/fbzVHcHCw+f5OsaRwKSIiIh3G7a/j1NfXk5SUZLNPWFgYAwcO5Ny5cyxevNhmn8TERHbs2MGePXt47bXXcHFx4Qc/+AHR0dHmMJmZmWnxGUlouY8zJycHaAmfBoPB5vjvvfeewmUrulVWVja3dxEiIiL3ivLycvr379/eZUgn15H/jnTPpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I3CpYiIiIjYjcKliIiIiNiNwqWIiIiI2I1jexcgIiIi96aCggLmzp3Lm2++ydixYy3acnNzSU9Pp6CggNraWgYOHMi//du/MXv2bJydna3G2rdvH2vXruXgwYNMmjTpjnNnZ2db/Lu0tJTHH3+cN998k3HjxlFbW8vvf/97Dh48yKVLl+jVqxfe3t4888wzjB49utVxr1+/zqxZs5g2bRrz5s37gr9E16JwKSIiInddcXEx8fHxNDU1WbXl5OSwYMEC3N3diYyMxM3NjezsbLZu3Up+fj4pKSl07265+Wo0GhkzZgw9e/Zk9erVNuc8evQo+/fv53vf+55Vm8FgoHfv3jz22GM0NzezdOlSsrKyCAkJYdasWVy7do1du3Yxb948kpOT8fPzsxqjtraWF154gbKysq/4q3QNCpciIiJyVx0+fJjExESqqqpstq9du5Y+ffqwbds2+vXrB8DMmTPZuHEj27dv59ChQ0yePNncv7GxkaNHjzJ37lwApkyZYjVmaWkpr732GoMHD2bVqlVW7UajkXHjxuHk5MSHH35IVlYWs2fPJiYmxtxn2rRpzJo1iw0bNpCRkWFxflFRES+99BJFRUVf/gfpYnTPpYiIiNw1cXFxLFu2DA8PD0JDQ63aS0tLKS4uJigoyBwsbwsLCwNatsw/6+TJk1RVVREQENDqvElJSXz66af88pe/pE+fPhZt9fX1HD9+nMDAQOD/tswjIiIs+g0YMAAfHx/Onz9PZWWl+Xh6ejpRUVGUl5cTGRl5h1+g69PKpYiISAfS6+WYO3dqJzWr/uNrj3HhwgViYmKIjIwkPT3dqt3Dw4OdO3fSo0cPq7arV68CWG2JGwwGBg0axODBg23OmZ2dzccff8yUKVPw8fGxas/NzaW6uprx48cDsHDhQmbOnImnp6dV34qKCqsazpw5w9SpU5k/fz4mk4l33323lau/NyhcioiIdCAORafau4RvVEZGhs0Hcm5zdHRsNSS+8847AFYP/xiNxjZXLf/jP/4DR0dHoqOjbbYbDAaGDx/OgAEDAOjbty99+/a16peXl0dBQQEjRozA1dXVfHz16tXmazKZTK3Wca/QtriIiIjcNW0Fy7akpaWRnZ3NyJEjLZ4Gv3LlCoWFheYt7c/Ly8vj1KlTTJkyhYEDB9rsc6dwClBWVma+V/PzT4F/1WvqqhQuRUREpENLS0sjNTUVd3d31q1bZ7ElnZmZibOzs83tboA//elPAERFRdlsLykpwWQytRkuL168SHR0NJcuXSIqKoqgoKCvcTVdn7bFRUREpENqaGhg/fr17N69G09PT15//XW8vLws+hgMBnx9fW3eo1lfX4/BYODhhx/mO9/5js05jEYjLi4ueHt722w/deoUS5Ys4erVqzz11FMsWrTo619YF6dwKSIi0oE0DhvV3iV0CNXV1SxfvpzMzEyGDh1KcnKy1bZ2Q0MD2dnZrd5Lefz4cW7evGnzqfTbjEYjfn5+ODpaR6IjR46wcuVK6urqWLRoUaurn2JJ4VJERKQDsccT2Z1dTU0NsbGx5OXl4evrS1JSEi4uLlb98vPzuXHjRqtb2rdfWeTv72+zva6ujhMnTrB06VKrtkOHDrFixQocHBxYu3YtISEhX+OK7i0KlyIiItKhJCYmkpeXx8SJE3nllVdwcnKy2c9oNDJkyBCrrfLbPvnkE3r16tXqlnhOTg51dXXmVxDddvbsWRISEnB0dCQ5Odnq6XRpm8KliIiIdBj5+fkcOHAAJycnxo8fz8GDB636eHl54e3tfcenvE0mEwMGDLB6L+ZtBoOBBx980Opl7SkpKdTV1REYGEhZWRn79++3Ojc4OJhevXp9yau7NyhcioiISIdx++s49fX1JCUl2ewTFhbGwIEDOXfuHIsXL251rGvXrjFixIhW2zMzMy0+Iwkt93Hm5OQALeHTYDDYPPe9995TuGxFt8rKyub2LkJEROReUV5eTv/+/du7DOnkOvLfkd5zKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIiInajcCkiIiIidqNwKSIiIiJ2o3ApIiIi7aKgoAB/f39OnDhh1Zabm0tsbCwhISEEBgYSERHBli1buHXrls2x9u3bx4QJE6itrQXgypUrrFmzhilTphAQEMCPf/xj3nrrrVbPLy0txc/Pj2PHjgFQW1vL5s2biYiIICAggJCQEOLi4igoKGjzmq5fv87UqVPZsmXLl/kpuhTH9i5ARERE7j3FxcXEx8fT1NRk1ZaTk8OCBQtwd3cnMjISNzc3srOz2bp1K/n5+aSkpNC9u+X6mNFoZMyYMfTs2ZMbN24wd+5cSktLmTZtGg8++CDHjx/nd7/7HZ988gmbNm2ymtNgMNC7d28ee+wxmpubWbp0KVlZWYSEhDBr1iyuXbvGrl27mDdvHsnJyfj5+VmNUVtbywsvvEBZWZn9fqhOSOFSRERE7qrDhw+TmJhIVVWVzfa1a9fSp08ftm3bRr9+/QCYOXMmGzduZPv27Rw6dIjJkyeb+zc2NnL06FHmzp0LwJ49e7h48SILFizg5z//OQARERGsWbOG999/n8zMTMaPH28xp9FoZNy4cTg5OfHhhx+SlZXF7NmziYmJMfeZNm0as2bNYsOGDWRkZFicX1RUxEsvvURRUdHX/4E6OW2Li4iIyF0TFxfHsmXL8PDwIDQ01Kq9tLSU4uJigoKCzMHytrCwMKBly/yzTp48SVVVFQEBAUDLqijAhAkTLPoFBwcDUFhYaHG8vr6e48ePExgYCEB2djbQEkg/a8CAAfj4+HD+/HkqKyvNx9PT04mKiqK8vJzIyMg7/gZdnVYuRUREOpCa44vbu4RW9fJN/tpjXLhwgZiYGCIjI0lPT7dq9/DwYOfOnfTo0cOq7erVqwBWW+IGg4FBgwYxePBgAIYMGQLA//zP/zBs2DBzP5PJBED//v0tzs/NzaW6utq8mrlw4UJmzpyJp6enVQ0VFRVWNZw5c4apU6cyf/58TCYT7777bts/QhencCkiItKBNFWdbu8SvlEZGRk4Ozu32u7o6GgOiZ/3zjvvADB27FiL40aj0bxqCfDjH/+YQ4cOkZycTI8ePRgxYgR5eXmkpaUxbNgwvv/971ucbzAYGD58OAMGDACgb9++9O3b12r+vLw8CgoKGDFiBK6urubjq1evNl/T7QB7L1O4FBERkbumrWDZlrS0NLKzsxk5ciSTJk0yH79y5QqFhYUW90b27t2b6OhoVq5cyQsvvGA+PnjwYF5//XV69uxpMbbRaCQoKKjN+cvKyli1ahUA8+bNs8s1dVW651JEREQ6tLS0NFJTU3F3d2fdunUWW9KZmZk4Ozvj4+NjPvbBBx+wYMECmpubiY2NZf369cydO5fy8nLmzZtHaWmpuW9JSQkmk8li5fPzLl68SHR0NJcuXSIqKuqOQfRep5VLERER6ZAaGhpYv349u3fvxtPTk9dffx0vLy+LPgaDAV9fX4t7NN944w169OjB1q1bzf2DgoLw9fUlOjqajRs38sorrwAtq5YuLi54e3vbrOHUqVMsWbKEq1ev8tRTT7Fo0aJv6Gq7DoVLERGRDqS768j2LqFDqK6uZvny5WRmZjJ06FCSk5MZOHCgRZ+Ghgays7OJjo42H6usrKSsrIzAwECrIOrj48OQIUPML0qHlnDp5+eHo6N1JDpy5AgrV66krq6ORYsWERUVZeer7JoULkVERDoQezyR3dnV1NQQGxtLXl4evr6+JCUl4eLiYtUvPz+fGzduWGxpOzo60q1bN5svZ4eWd2I2NzcDUFdXx4kTJ1i6dKlVv0OHDrFixQocHBxYu3YtISEhdrq6rk/3XIqIiEiHkpiYSF5eHhMnTmTTpk02gyW0rDoOGTLEYoXSxcWFRx99lGPHjnH27FmL/pmZmfzjH//gu9/9LtDyJaC6ujqrF6qfPXuWhIQEHB0d2bRpk4Lll6SVSxEREekw8vPzOXDgAE5OTowfP56DBw9a9fHy8sLb29vqFUS3xcfHM2/ePObNm0dERASDBg3i7NmzvPfee3h4eJjvmzQYDDz44INWL2tPSUmhrq6OwMBAysrK2L9/v9UcwcHB9OrVy05X3bUoXIqIiEiHcfvrOPX19SQlJdnsExYWxsCBAzl37hyLFy+2ah8+fDj/+Z//yW9/+1v27t3Lp59+ioeHB2FhYTz77LPml6hnZmZafEYSWu7jzMnJAVrCp8FgsFnDe++9p3DZim6VlZXN7V2EiIjIvaK8vNzqCzEiX1ZH/jvSPZciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiItIuCgoK8Pf358SJE1Ztubm5xMbGEhISQmBgIBEREWzZsoVbt27ZHGvfvn1MmDCB2tpaAC5fvkxCQgKhoaEEBQUxe/Zs9u/f32otpaWl+Pn5cezYMQBqa2vZvHkzERERBAQEEBISQlxcHAUFBW1e0/Xr15k6dSpbtmz5oj9Dl+PY3gWIiIjIvae4uJj4+Hiampqs2nJycliwYAHu7u5ERkbi5uZGdnY2W7duJT8/n5SUFLp3t1wfMxqNjBkzhp49e3Lp0iXmzJnDtWvXCAsLY9SoUeTk5JCQkMDp06eJi4uzmtNgMNC7d28ee+wxmpubWbp0KVlZWYSEhDBr1iyuXbvGrl27mDdvHsnJyfj5+VmNUVtbywsvvEBZWZn9fqhOSOFSRERE7qrDhw+TmJhIVVWVzfa1a9fSp08ftm3bRr9+/QCYOXMmGzduZPv27Rw6dIjJkyeb+zc2NnL06FHmzp0LwKZNm6ioqODFF19kxowZ5vMHDhzIH/7wB4KCgvDx8bGY02g0Mm7cOJycnPjwww/Jyspi9uzZxMTEmPtMmzaNWbNmsWHDBjIyMizOLyoq4qWXXqKoqOjr/0CdnLbFRURE5K6Ji4tj2bJleHh4EBoaatVeWlpKcXExQUFB5mB5W1hYGNCyZf5ZJ0+epKqqioCAAOrr6zEYDHz7298mPDzcot+cOXMA2L17t8Xx+vp6jh8/TmBgIADZ2dkAREREWPQbMGAAPj4+nD9/nsrKSvPx9PR0oqKiKC8vJzIy8ov+FF2WVi5FREQ6kC1/ebm9S2jVvLBVX3uMCxcuEBMTQ2RkJOnp6VbtHh4e7Ny5kx49eli1Xb16FcBqS9xgMDBo0CAGDx5MeXk5dXV1DB8+nG7duln0u++++/iXf/kXTp06ZXE8NzeX6upqxo8fD8DChQuZOXMmnp6eVjVUVFRY1XDmzBmmTp3K/PnzMZlMvPvuu1/gl+i6FC5FREQ6kH+Ud+1t1YyMDJydnVttd3R0ZPDgwTbb3nnnHQDGjh1rcdxoNBIQEABAr169ALh586bV+Y2NjVy/ft380M9tBoOB4cOHM2DAAAD69u1L3759rc7Py8ujoKCAESNG4Orqaj6+evVq8zWZTKZWr+1eoW1xERERuWvaCpZtSUtLIzs7m5EjRzJp0iTz8StXrlBYWGje0nZxcWHYsGHk5eVx6dIlizE++ugjGhoaqKurszj+2XDamrKyMlatalm5nTdvnl2uqatSuBQREZEOLS0tjdTUVNzd3Vm3bp3FlnRmZibOzs4WD+jMmzePuro6YmNjyczM5OLFi+zbt49169bh6uqKo+P/bdyWlJRgMpnaDJcXL14kOjqaS5cuERUVRVBQ0DdzoV2EtsVFRESkQ2poaGD9+vXs3r0bT09PXn/9dby8vCz6GAwGfH19Le7R/N73vsfKlStJTk4mNjYWADc3N2JjYzlw4IDFE91GoxEXFxe8vb1t1nDq1CmWLFnC1atXeeqpp1i0aNE3cKVdi8KliIhIB/Lt/sPau4QOobq6muXLl5OZmcnQoUNJTk5m4MCBFn0aGhrIzs4mOjra6vzHH3+c0NBQzp49S/fu3Rk+fDjOzs789re/ZdCgQeZ+RqMRPz8/i9XM244cOcLKlSupq6tj0aJFREVF2f9CuyCFSxERkQ7EHk9kd3Y1NTXExsaSl5eHr68vSUlJuLi4WPXLz8/nxo0bVlvaBoOBqqoqpkyZwujRo83H/+d//ofLly+bX2lUV1fHiRMnWLp0qdXYhw4dYsWKFTg4OLB27VpCQkLsfJVdl8KliIiIdCiJiYnk5eUxceJEXnnlFZycnGz2MxqNDBkyxGqr/K9//SsffPABjzzyiPnJ8/r6elJSUujRo4f5/ZU5OTnU1dWZX0F029mzZ0lISMDR0ZHk5GSrp9OlbQqXIiIi0mHk5+dz4MABnJycGD9+PAcPHrTq4+Xlhbe3d6tPef/0pz/l8OHDLFy4kCeeeIKePXuyf/9+CgoKWLFihfnl7AaDgQcffNDqZe0pKSnU1dURGBhIWVmZzW+SBwcHm197JJYULkVERKTDuP11nPr6epKSkmz2CQsLY+DAgZw7d47FixdbtQ8bNozNmzeTmprKtm3baGpq4sEHHyQlJYXvfve75n6ZmZkWn5GElvs4c3JygJbwaTAYbNbw3nvvKVy2oltlZWVzexchIiJyrygvL6d///7tXYZ0ch3570jvuRQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERkXZRUFCAv78/J06csGrLzc0lNjaWkJAQAgMDiYiIYMuWLdy6dcvmWPv27WPChAnU1tZatV28eJGgoCD27t1r89zKykrWr1/PtGnTmDhxIpGRkfz5z39ute7c3Fz8/PwoKSmxOH/69OkEBAQQGhrK8uXLuXDhQpvXf6e6OivH9i5ARERE7j3FxcXEx8fT1NRk1ZaTk8OCBQtwd3cnMjISNzc3srOz2bp1K/n5+aSkpNC9u+X6mNFoZMyYMfTs2dPieEVFBXFxcdTU1Niso6amhkWLFnHu3DlmzpzJAw88wP/3//1//PrXv+bq1avMmTPH6hyj0cjgwYPx8vKirq6O6Ohozp8/z9SpUxk1ahQXL15k165dHD16lK1btzJs2DCrMe5UV2emcCkiIiJ31eHDh0lMTKSqqspm+9q1a+nTpw/btm2jX79+AMycOZONGzeyfft2Dh06xOTJk839GxsbOXr0KHPnzrUYJzc3l1WrVlFaWtpqLTt27OD06dP8+te/JjQ0FIDw8HAWL17M1q1b+dGPfsSAAQMszjEYDAQEBACwfft2ioqKWL58OeHh4eY+kydPZs6cObzxxhts3LjxS9fVmWlbXERERO6auLg4li1bhoeHhznMfVZpaSnFxcUEBQWZg+VtYWFhQEs4+6yTJ09SVVVlDnwASUlJzJ8/n+bmZovQ93n79u3D09PTopZu3brx05/+lPr6ej744AOL/uXl5Zw7d47AwEAAsrKycHJyYtq0aRb9Ro4cydChQ8nJybE4/kXr6sy0cikiItKB7Nmzp71LaNX06dO/9hgXLlwgJiaGyMhI0tPTrdo9PDzYuXMnPXr0sGq7evUqgNWWuMFgYNCgQQwePNh87OzZs0RFRfH000/z0UcfsXv3bqvxbty4wYULFwgODrZqGz16NNASXD8/V69evRgzZgwAa9asoaKiAgcHB4t+zc3NXLt2zarWL1JXZ6dwKSIi0oGUlZW1dwnfqIyMDJydnVttd3R0tAiJn/XOO+8AMHbsWIvjRqPRYtUS4M0332xzHmj5rZubm622vQF69uyJq6srFy9etJrL19fXPHa/fv2sVlgBPvzwQ65cucKkSZO+dF2dnbbFRURE5K75qsEqLS2N7OxsRo4caRHYrly5QmFhoXmb+svMc+PGDQB69+5ts71nz54WD9w0NDRw7NgxqyD7eUVFRfe2yhAAAQAASURBVKxfvx4HBweeeeaZL11XZ6dwKSIiIh1aWloaqampuLu7s27dOout5szMTJydnfHx8fnK4zc3N7d6/LPb3X//+9+5efNmm+HyzJkzxMTEcP36dZYsWcLDDz/8levqrBQuRUREpENqaGhg3bp1pKam4unpyebNm/Hy8rLoYzAY8PX1tXmP5p3cXrG09W7M28ddXFzM/zYajXznO9/h/vvvt9nfYDDw3HPPUVlZyZIlS5g5c+aXrqkr0D2XIiIiHYinp2d7l9AhVFdXs3z5cjIzMxk6dCjJyckMHDjQok9DQwPZ2dlER0d/pTm+9a1v0a1bN5v3udbU1HD9+nWL/z0MBoPV9vttu3bt4je/+Q3du3fn5Zdf5t/+7d++Uk1dgcKliIhIB2KPJ7I7u5qaGmJjY8nLy8PX15ekpCSLFcTb8vPzuXHjxh3vgWxN7969eeCBBzh16pRVW0FBAQDe3t4AXL58mfPnz7N06VKrvtu3b2fjxo24urqSlJT0tbbouwJti4uIiEiHkpiYSF5eHhMnTmTTpk02gyW0bFMPGTLEaqv8y5gyZQqXLl3iwIED5mPNzc384Q9/wNnZ2fz+S4PBQJ8+fXjssccszs/MzCQ5ORk3NzdSU1Pv+WAJWrkUERGRDiQ/P58DBw7g5OTE+PHjOXjwoFUfLy8vvL29bb6C6Mv6yU9+wv79+1m9ejWnT59m8ODBHDx4kOzsbBYtWmR+zZDRaGTcuHE4OlpGp9dee43m5mYmTpxIYWEhhYWFVnNMmTLla9XY2ShcioiISIeRnZ0NQH19PUlJSTb7hIWFMXDgQM6dO8fixYu/1nw9e/bkrbfe4j/+4z/Yt28fN2/eZMiQIfzqV7/iRz/6kbmW48ePExcXZ3Hu5cuXMZlMAOzdu5e9e/fanONeC5fdKisrbT9/LyIiInZXXl5O//7927sM6eQ68t+R7rkUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUEREREbtRuBQRERERu1G4FBERERG7UbgUERGRdlFQUIC/vz8nTpywasvNzSU2NpaQkBACAwOJiIhgy5Yt3Lp1y+ZY+/btY8KECdTW1lq1Xbx4kaCgIPbu3dtmPXFxcTz33HNt9omJiSEhIcH87yNHjjB//nyCg4OZMGECs2bNIiMjg6ampjbHSUpKYvr06W326awULkVEROSuKy4uJj4+3mYIy8nJISYmhnPnzhEZGUlcXBzDhg1j69atPP/88zbPMRqNjBkzhp49e1ocr6ioIC4ujpqamjbrSUlJwWAwtNmnurqavLw8AgICANi/fz9Lly6loqKCOXPmsHDhQvr27cuGDRtITExsdZwdO3awc+fONufqzBzbuwARERG5txw+fJjExESqqqpstq9du5Y+ffqwbds2+vXrB8DMmTPZuHEj27dv59ChQ0yePNncv7GxkaNHjzJ37lyLcXJzc1m1ahWlpaWt1lJZWcm6des4fPjwHevOysqiqakJf39/bt26RVJSEoMGDeLtt982h9onn3ySZcuW8f777xMREcGoUaPM59fW1pKSktKlgyVo5VJERETuori4OJYtW4aHhwehoaFW7aWlpRQXFxMUFGQOlreFhYUBLaHxs06ePElVVZV5RRFatp3nz59Pc3Mz4eHhNmvJyspixowZ/O1vf+PZZ5+9Y+2ZmZk88sgjuLm5UVBQwM2bNwkLC7NaLZ0yZQrQsgJ729mzZ5kxYwY7d+4kPDwcT0/PO87XWWnlUkREpAPJ+PE77V1Cq55876mvPcaFCxeIiYkhMjKS9PR0q3YPDw927txJjx49rNquXr0KQPfulmtjBoOBQYMGMXjwYPOxs2fPEhUVxdNPP81HH33E7t27rcY7f/48o0aN4he/+AUjR47kt7/9bZu1G41Gc1AdPXo0O3bs4L777rPqV1FRYVVnSUkJ/fv3Z/Xq1YwbN67L3m8JCpciIiIdyuXcS+1dwjcqIyMDZ2fnVtsdHR0tQuJnvfNOS/AeO3asxXGj0Wixagnw5ptvtjkPwIwZM/jJT37yRcrm7NmzlJWVERgYCICzszMPPPCAVb+GhgYyMjKs6gwICCA4OPgLzdXZaVtcRERE7po7Bb7WpKWlkZ2dzciRI5k0aZL5+JUrVygsLDSHvi8zz5epxWg04uHhwUMPPdRmv1dffZXz588THBxs0ferXndnpJVLERER6dDS0tJITU3F3d2ddevWWWw3Z2Zm4uzsjI+Pzzdaw+3V0W7dutlsb2pq4tVXX2XPnj0MGTKEFStWfKP1dGQKlyIiItIhNTQ0sH79enbv3o2npyevv/46Xl5eFn0MBgO+vr4279G0lxs3bpCfn88TTzxhs72mpoaVK1fyt7/9jaFDh/LGG2/g5ub2jdXT0SlcioiIdCADx9zf3iV0CNXV1SxfvpzMzEyGDh1KcnIyAwcOtOjT0NBAdnY20dHR32gtR48eBcDf39+q7cqVKzz//POcPn2aMWPGsH79elxdXb/Rejo6hUsREZEOxB5PZHd2NTU1xMbGkpeXh6+vL0lJSbi4uFj1y8/P58aNG1YP89hbZmYm3t7eVjVcvXqV6OhoTCYToaGhJCQk4OTk9I3W0hnogR4RERHpUBITE8nLy2PixIls2rTJZrCElvsghwwZYrVVbk/Nzc1kZmZaBdjGxkZefPFFTCYTM2bMYM2aNQqW/0srlyIiItJh5Ofnc+DAAZycnBg/fjwHDx606uPl5YW3t7fNVxDZ25kzZ7hy5YrVPAcPHiQvLw9XV1dGjx7NBx98YHXu8OHDGTFixDdaX0ekcCkiIiIdRnZ2NgD19fUkJSXZ7BMWFsbAgQM5d+4cixcv/kbrMRqNeHp6WoXE23VWVVXx8ssv2zx37ty592S47FZZWdnc3kWIiIjcK8rLy+nfv397lyGdXEf+O9I9lyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIiImI3CpciIiIiYjcKlyIiIiJiNwqXIiIi0i4KCgrw9/fnxIkTVm25ubnExsYSEhJCYGAgERERbNmyhVu3btkca9++fUyYMIHa2lqrtosXLxIUFMTevXttnnvu3DlefPFFQkNDCQgIYPr06bz22mvcuHHDZv/c3Fz8/PwoKSkBoLKykvXr1zN9+nQCAgIIDQ1l+fLlXLhwoc3rv1NdnZVjexcgIiIi957i4mLi4+NpamqyasvJyWHBggW4u7sTGRmJm5sb2dnZbN26lfz8fFJSUuje3XJ9zGg0MmbMGHr27GlxvKKigri4OGpqamzWYTKZeOaZZ3BwcGDmzJkMHDiQ//7v/2bHjh0cP36ctLQ0evXqZTXX4MGD8fLyoq6ujujoaM6fP8/UqVMZNWoUFy9eZNeuXRw9epStW7cybNgwq3nvVFdnpnApIiIid9Xhw4dJTEykqqrKZvvatWvp06cP27Zto1+/fgDMnDmTjRs3sn37dg4dOsTkyZPN/RsbGzl69Chz5861GCc3N5dVq1ZRWlraai2/+c1vqK+v53e/+505BM6YMYORI0eyYcMGdu7cyU9/+lOLcwwGAwEBAQBs376doqIili9fTnh4uLnP5MmTmTNnDm+88QYbN2780nV1ZtoWFxERkbsmLi6OZcuW4eHhQWhoqFV7aWkpxcXFBAUFmYPlbWFhYUBLOPuskydPUlVVZQ58AElJScyfP5/m5maL0PdZ9fX1/P3vf+exxx6zWl380Y9+BLSson5WeXk5586dIzAwEICsrCycnJyYNm2aRb+RI0cydOhQq/O/SF2dnVYuRUREOpAf7C1r7xJa9depnl97jAsXLhATE0NkZCTp6elW7R4eHuzcuZMePXpYtV29ehXAakvcYDAwaNAgBg8ebD529uxZoqKiePrpp/noo4/YvXu31XgODg788Y9/pLm52aqtoqLC3Ofzc/Xq1YsxY8YAsGbNGioqKqz6NTc3c+3aNatav0hdnZ3CpYiISAdyrLy+vUv4RmVkZODs7Nxqu6Ojo0VI/Kx33nkHgLFjx1ocNxqNFquWAG+++Wab80BLSPXy8rLZ9oc//KHVuXx9fc1j9+vXz2qFFeDDDz/kypUrTJo06UvX1dlpW1xERETumq8arNLS0sjOzmbkyJEWge3KlSsUFhaat6m/7jzQ8uT5nj17GDBgANOnTzcfb2ho4NixY1ZB9vOKiopYv349Dg4OPPPMM3arq7NQuBQREZEOLS0tjdTUVNzd3Vm3bp3FVnNmZibOzs74+PjYZa69e/eyZs0aevXqxauvvkrv3r3NbX//+9+5efNmm+HyzJkzxMTEcP36dZYsWcLDDz9sl7o6E22Li4iISIfU0NDA+vXr2b17N56enrz++utW29gGgwFfX1+b92h+WbdDrIuLC6+99hqjRo2yaDcajXznO9/h/vvvt3m+wWDgpZdeorq6miVLljBz5syvXVNnpHApIiLSgYzr79TeJXQI1dXVLF++nMzMTIYOHUpycjIDBw606NPQ0EB2djbR0dFfa66GhgbWrl3L3r178fT0ZOPGjYwYMcKqn8FgsNp+v23Xrl385je/oXv37rz88sv827/929eqqTNTuBQREelA7PFEdmdXU1NDbGwseXl5+Pr6kpSUhIuLi1W//Px8bty4ccd7INvS2NjISy+9xKFDhxg+fDjJycl4elr/b3D58mXOnz/P0qVLrdq2b9/Oxo0bcXV1JSkpyW5b9J2VwqWIiIh0KImJieTl5TFx4kReeeUVnJxsr+YajUaGDBnS6hPfX0RqaiqHDh3ikUce4fXXX7cZYqFl1bJPnz489thjFsczMzNJTk7Gzc2Nt956y+bXeO41CpciIiLSYeTn53PgwAGcnJwYP348Bw8etOrj5eWFt7e3zVcQfRmXL1/m7bffplu3bgQHB/Pxxx9b9XF3d+e73/0uRqORcePG4ehoGZ1ee+01mpubmThxIoWFhRQWFlqNMWXKlK9cY2ekcCkiIiIdRnZ2NtDy9ZykpCSbfcLCwhg4cCDnzp1j8eLFX3muEydO0NjYCLS8f9IWHx8ffHx8OH78OHFxcRZtly9fxmQyAS1Pme/du9fmGPdauOxWWVlp/Vp6ERER+UaUl5fTv3//9i5DOrmO/Hek91yKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiIiI3ShcioiIiIjdKFyKiIiIiN0oXIqIiEi7KCgowN/fnxMnTli15ebmEhsbS0hICIGBgURERLBlyxZu3bplc6x9+/YxYcIEamtrrdouXrxIUFAQe/futXluSUkJK1euZOrUqUyaNImnn36av/71r63WnZubi5+fHyUlJQBUVlayfv16pk+fTkBAAKGhoSxfvpwLFy60ef13qquzcmzvAkREROTeU1xcTHx8PE1NTVZtOTk5LFiwAHd3dyIjI3FzcyM7O5utW7eSn59PSkoK3btbro8ZjUbGjBlDz549LY5XVFQQFxdHTU2NzTpKS0t55plnqK+v58knn8Td3Z0DBw6wYsUKLl++zE9/+lOrc4xGI4MHD8bLy4u6ujqio6M5f/48U6dOZdSoUVy8eJFdu3Zx9OhRtm7dyrBhw6zGuFNdnZnCpYiIiNxVhw8fJjExkaqqKpvta9eupU+fPmzbto1+/foBMHPmTDZu3Mj27ds5dOgQkydPNvdvbGzk6NGjzJ0712Kc3NxcVq1aRWlpaau1bN68mWvXrpGWlsbo0aMBCA8PZ/bs2fz2t78lPDwcFxcXi3MMBgMBAQEAbN++naKiIpYvX054eLi5z+TJk5kzZw5vvPEGGzdu/NJ1dWbaFhcREZG7Ji4ujmXLluHh4UFoaKhVe2lpKcXFxQQFBZmD5W1hYWFASzj7rJMnT1JVVWUOfABJSUnMnz+f5uZmi9D3ed26dSMgIMAcLAEcHBzw9fWltrYWk8lk0b+8vJxz584RGBgIQFZWFk5OTkybNs2i38iRIxk6dCg5OTkWx79oXZ2ZVi5FREQ6kF4vx7R3Ca2qWfUfX3uMCxcuEBMTQ2RkJOnp6VbtHh4e7Ny5kx49eli1Xb16FcBqS9xgMDBo0CAGDx5sPnb27FmioqJ4+umn+eijj9i9e7fNehISEmweP3PmDN27d2fAgAFWc/Xq1YsxY8YAsGbNGioqKnBwcLDo19zczLVr16xq/aJ1dWYKlyIiIh2IQ9Gp9i7hG5WRkYGzs3Or7Y6OjhYh8bPeeecdAMaOHWtx3Gg0WqxaArz55pttzmPLjRs3KC4uZseOHRw/fpyf/OQnVqunRqMRX19f89j9+vWz6gPw4YcfcuXKFSZNmvS16+psFC5FRETkrvmqwSotLY3s7GxGjhxpEdiuXLlCYWEhMTGWK75fZZ6XX36Zjz76CIDRo0czZ84ci/aGhgaOHTvGL37xizbHKSoqYv369Tg4OPDMM8987bo6G91zKSIiIh1aWloaqampuLu7s27dOout5szMTJydnfHx8fna8zz++OOsX7+ep59+mnPnzvHTn/7U/LohgL///e/cvHnTapX0s86cOUNMTAzXr19nyZIlPPzww1+7rs5G4VJEREQ6pIaGBtatW0dqaiqenp5s3rwZLy8viz4GgwFfX1+b92h+WRMnTiQoKIjnnnuOxMREysrKSEtLM7cbjUa+853vcP/999s832Aw8Nxzz1FZWcmSJUuYOXPm166pM9K2uIiISAfSOGxUe5fQIVRXV7N8+XIyMzMZOnQoycnJDBw40KJPQ0MD2dnZREdH233+iRMn0qdPHz755BPzMYPBYH5K/PN27drFb37zG7p3787LL7/Mv/3bv9m9ps5C4VJERKQDsccT2Z1dTU0NsbGx5OXl4evrS1JSktW7JgHy8/O5ceNGm9vUbamsrGTu3Lk8+OCDrF271qKtvr6eW7dumVdEL1++zPnz51m6dKnVONu3b2fjxo24urqSlJRkly36zkzb4iIiItKhJCYmkpeXx8SJE9m0aZPNYAkt29RDhgyx2ir/ovr27YujoyNHjhyhqKjIou0Pf/gD9fX1BAcHAy2rln369OGxxx6z6JeZmUlycjJubm6kpqbe88EStHIpIiIiHUh+fj4HDhzAycmJ8ePHc/DgQas+Xl5eeHt723wF0Ze1bNkyFi1aRHR0NDNnzsTd3Z3jx49z6NAhHn30UWbNmgW0BNlx48bh6GgZnV577TWam5uZOHEihYWFFBYWWs0xZcqUr1VjZ6NwKSIiIh1GdnY20LItnZSUZLNPWFgYAwcO5Ny5cyxevPhrzTdmzBjS0tLYsmULGRkZ1NbW4uXlxfz58/npT3+Ks7Mz9fX1HD9+nLi4OItzL1++bP6Cz969e9m7d6/NOe61cNmtsrKyub2LEBERuVeUl5fTv3//9i5DOrmO/Hekey5FRERExG4ULkVERETEbhQuRURERMRuFC5FRERExG4ULkVERETEbhQuRURERMRuFC5FRERExG4ULkVERETEbhQuRURERMRuFC5FRERExG4ULkVERETEbhQuRURERMRuFC5FRESkXRQUFODv78+JEyes2nJzc4mNjSUkJITAwEAiIiLYsmULt27dsjnWvn37mDBhArW1tVZtFy9eJCgoiL17996xpsbGRp599ln8/Pxa7ZObm4ufnx8lJSUAVFZWsn79eqZPn05AQAChoaEsX76cCxcutDnXl6mrM3Fs7wJERETk3lNcXEx8fDxNTU1WbTk5OSxYsAB3d3ciIyNxc3MjOzubrVu3kp+fT0pKCt27W66PGY1GxowZQ8+ePS2OV1RUEBcXR01NzReqKz09nby8vDb7GI1GBg8ejJeXF3V1dURHR3P+/HmmTp3KqFGjuHjxIrt27eLo0aNs3bqVYcOGWY3xZevqTBQuRURE5K46fPgwiYmJVFVV2Wxfu3Ytffr0Ydu2bfTr1w+AmTNnsnHjRrZv386hQ4eYPHmyuX9jYyNHjx5l7ty5FuPk5uayatUqSktLv1BdJ0+eZOvWrTg7O7e6QgpgMBgICAgAYPv27RQVFbF8+XLCw8PNfSZPnsycOXN444032Lhx49eqq7PRtriI/P/s3W1U1Gee5/+33CkNLd2ACIFFxe1dYvc4oqACImY1uIqjbUt3p4nZtOL8DdgnSDA6bGfsVYM3hSMYdSIOJDobB+2VkGRY03Fcdbe7CiwVlNG2RViRPhIIiAwqqNzU/4HH2lSqsKOpFtDP6xwf+Lu+1+/6Vh0efM51Vf1KROSJycjIYM2aNfj5+ZGQkGA33tTURH19PfHx8dZg+UBiYiJwP5x92YULF2hvb7cGPgCDwcDy5cuxWCw2oa8vHR0drF27lujoaH7wgx/0Wdfc3ExNTQ2xsbEAnDx5End3d+bPn29TFx4eTlhYGBUVFTbXH7WvwUg7lyIiIgNI5+mV/d1Cnzwj877xPerq6khLSyM5OZm9e/fajfv5+XHo0CGGDh1qN3b9+nUAuyNxo9FISEgIoaGh1muXL19m8eLFLF26lBMnTlBSUvLQvv7u7/6OW7du8ctf/pJf/vKXfdYZjUY8PT2JiIgAYMOGDbS2tuLq6mpTZ7FYuHHjhl2vj9rXYKRwKSIiMoD0tv+hv1v4szp48CAeHh59jru5udmExC/bv38/AJMmTbK5bjKZbHYtAXbt2vXQdb7s+PHj/PM//zM5OTn4+fk9tNZkMhEZGWm9t7+/v90OK8Bnn31GS0sL06dPf+y+Bisdi4uIiMgT87jBqrCwELPZTHh4uE1ga2lpobq62npM/ajrfPHFF2RnZzN//nzi4+MfWtvd3c2pU6fsguxX1dbWkpOTg6urKykpKY/V12CmcCkiIiIDWmFhIfn5+fj6+rJp0yabo+aysjI8PDyYOHHiI9/XYrGwbt06vv3tb/PGG2/8yfqzZ89y+/bth4bLS5cukZaWxs2bN8nMzOT5559/5L4GOx2Li4iIyIDU3d1NTk4OJSUlBAQEsGPHDoKDg21qjEYjkZGRDj+j+af80z/9E6dPnyYnJ4d79+5ZvyHe3d0N3H9+pYuLC8OHDwfuH4mPGTOGoKAgh/czGo289dZbdHR0kJmZSVJS0iP39DRQuBQRERlAXIaH93cLA0JHRwdZWVmUlZURFhZGXl4egYGBNjXd3d2YzWZSU1Mfa43f/va3WCwWVq1a5XA8ISGBoKAgPv74Y+B+ePzq8fsDxcXFbN26FRcXF9avX8/s2bMfq6engcKliIjIAOKMb2QPdp2dnaSnp3Pu3DkiIyMxGAx4e3vb1VVVVXHr1q0/+RnIvqSnp3Pz5k2763l5edTU1LBz507rjmhjYyNXrlzhzTfftKsvKioiNzeX4cOHYzAYHuuI/mmicCkiIiIDSnZ2NufOnSMuLo7Nmzfj7u7usM5kMjFq1Ci7o/Kvq6/PQz44Bv/yT0AajUa8vLyYMGGCTW1ZWRl5eXn4+Piwe/duh7/G86xRuBQREZEBo6qqiiNHjuDu7k50dDRHjx61qwkODmb8+PEOH0H052IymYiKisLNzTY6bdu2DYvFQlxcHNXV1VRXV9vNnTNnzhPpcaBQuBQREZEBw2w2A9DV1YXBYHBYk5iYSGBgIDU1NaxcufLP3lNXVxenT58mIyPD5npjYyNXr14FoLS0lNLSUofzn7VwOaStrc3S302IiIg8K5qbmxkxYkR/tyGD3ED+O9JzLkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRUREpF+cP3+eqVOncubMGbuxyspK0tPTmTlzJrGxsSxatIg9e/Zw7949h/c6fPgw06ZN486dO3ZjDQ0NxMfHU1pa6nDu22+/zeTJkx3+czSnsrKSyZMnc+3aNQDa2trIyclhwYIFxMTEkJCQQFZWFnV1dQ99/X+qr8HKrb8bEBERkWdPfX09q1evpre3126soqKCFStW4OvrS3JyMj4+PpjNZgoKCqiqquKdd97BxcV2f8xkMhEREcGwYcNsrre2tpKRkUFnZ2efvdTU1BAUFMRrr71mNzZ+/Hi7ayaTidDQUIKDg7l79y6pqalcuXKFefPmMW7cOBoaGiguLqa8vJyCggLGjh1rd4+v09dgpXApIiIiT9Tx48fJzs6mvb3d4fjGjRvx8vJi3759+Pv7A5CUlERubi5FRUUcO3aMWbNmWet7enooLy9n2bJlNveprKxk7dq1NDU19dlLb28vtbW1xMXFMWfOnK/Vv9FoJCYmBoCioiJqa2vJyspi4cKF1ppZs2axZMkSdu7cSW5u7iP3NZjpWFxERESemIyMDNasWYOfnx8JCQl2401NTdTX1xMfH28Nlg8kJiYC98PZl124cIH29nZr4AMwGAwsX74ci8ViE/q+6o9//CN37951uLvoSHNzMzU1NcTGxgJw8uRJ3N3dmT9/vk1deHg4YWFhVFRU2Fz/un0NZtq5FBERGUD2/M/1/d1Cn/6/xLXf+B51dXWkpaWRnJzM3r177cb9/Pw4dOgQQ4cOtRu7fv06gN2RuNFoJCQkhNDQUOu1y5cvs3jxYpYuXcqJEycoKSlx2E91dTUAYWFhANy5cwd3d3dcXV0d1huNRjw9PYmIiABgw4YNtLa22tVbLBZu3Lhh1+vX7WswU7gUEREZQP7YXNvfLfxZHTx4EA8Pjz7H3dzcbELil+3fvx+ASZMm2Vw3mUw2u5YAu3bteug6D1y+fBmA8vJy8vLy+Pzzz3F3dyc6OpqMjAyCg4Pt1oqMjLTe29/f326HFeCzzz6jpaWF6dOnP1Zfg5mOxUVEROSJedxgVVhYiNlsJjw83CawtbS0UF1dbT2mftR1ampqAPjXf/1XlixZgsFg4Kc//SllZWUsXbqUhoYGa213dzenTp2yC7JfVVtbS05ODq6urqSkpDxWX4OZdi5FRERkQCssLCQ/Px9fX182bdpkc9RcVlaGh4cHEydOfKx7JyQkEB4ezn/5L//F+k3zGTNm8Bd/8ResWbOGd999lw0bNgBw9uxZbt++/dBweenSJV5//XVu3rzJ6tWref755x+rr8FM4VJEREQGpO7ubnJycigpKSEgIIAdO3bYHVMbjUYiIyMdfkbz6/jP//k/O7z+wgsvMHLkSMrLy63XTCYTY8aMISgoyOEco9HIW2+9RUdHB5mZmSQlJT1WT4OdwqWIiMgA8u9GfL1vLT/tOjo6yMrKoqysjLCwMPLy8ggMDLSp6e7uxmw2k5qa+mfpwdfX13psDvfD41eP3x8oLi5m69atuLi4sH79embPnv1n6WkwULgUEREZQJzxjezBrrOzk/T0dM6dO0dkZCQGgwFvb2+7uqqqKm7duvUnPwPZl7a2NtLS0ggJCcFgMNiMdXd388c//pGQkBAAGhsbuXLlCm+++abdfYqKisjNzWX48OEYDIbHPqJ/WugLPSIiIjKgZGdnc+7cOeLi4ti+fbvDYAn3j6lHjRpld1T+dX3nO9+hp6eH3/72t1y8eNFmbO/evdy6dYt58+YB93ctvby8mDBhgk1dWVkZeXl5+Pj4kJ+f/8wHS9DOpYiIiAwgVVVVHDlyxPo4oKNHj9rVBAcHM378eIePIHpUq1evJj09nRUrVpCUlERAQACnT5/m2LFjTJo0iZ/97GfA/SAbFRWFm5ttdNq2bRsWi4W4uDiqq6utz838sq/7yz9PC4VLERERGTDMZjMAXV1ddkfVDyQmJhIYGEhNTQ0rV678RutNmjSJgoICCgoK+PDDD+ns7OS5555j+fLlLF68GDc3N7q6ujh9+jQZGRk2cxsbG7l69SoApaWllJaWOlzjWQuXQ9ra2iz93YSIiMizorm5mREjRvR3GzLIDeS/I33mUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERE+sX58+eZOnUqZ86csRurrKwkPT2dmTNnEhsby6JFi9izZw/37t1zeK/Dhw8zbdo07ty5YzfW0NBAfHw8paWlDuf29vby61//muTkZOLi4pg3bx7r1q3jiy++cFhfWVnJ5MmTuXbtGgBtbW3k5OSwYMECYmJiSEhIICsri7q6uoe+/j/V12Dl1t8NiIiIyLOnvr6e1atX09vbazdWUVHBihUr8PX1JTk5GR8fH8xmMwUFBVRVVfHOO+/g4mK7P2YymYiIiGDYsGE211tbW8nIyKCzs7PPXtatW8enn37K9OnTSUpK4urVqxw6dIizZ8/yj//4j3z729+2Wys0NJTg4GDu3r1LamoqV65cYd68eYwbN46GhgaKi4spLy+noKCAsWPH2q35dfoarBQuRURE5Ik6fvw42dnZtLe3OxzfuHEjXl5e7Nu3D39/fwCSkpLIzc2lqKiIY8eOMWvWLGt9T08P5eXlLFu2zOY+lZWVrF27lqampj57OXHiBJ9++ilJSUmsXr3aev173/se69ev58MPP+TVV1+1mWM0GomJiQGgqKiI2tpasrKyWLhwobVm1qxZLFmyhJ07d5Kbm/vIfQ1mOhYXERGRJyYjI4M1a9bg5+dHQkKC3XhTUxP19fXEx8dbg+UDiYmJwP1w9mUXLlygvb3dGvgADAYDy5cvx2Kx2IS+ryouLsbLy4sVK1bYXE9ISODVV18lNDTU5npzczM1NTXExsYCcPLkSdzd3Zk/f75NXXh4OGFhYVRUVNhc/7p9DWbauRQRERlAPv744/5uoU8LFiz4xveoq6sjLS2N5ORk9u7dazfu5+fHoUOHGDp0qN3Y9evXAeyOxI1GIyEhITZB8PLlyyxevJilS5dy4sQJSkpK7O7X09PD2bNniYqKwsvLC4A7d+7g6uqKh4eHXeB8sJanpycREREAbNiwgdbWVlxdXW3qLBYLN27csOv16/Q12ClcioiIDCB9fYnkaXHw4EE8PDz6HHdzc7PbLXxg//79AEyaNMnmuslkstm1BNi1a9dD14H7X6i5e/cuzz33HMeOHaOgoICamhpcXV2JjIxk1apVjBo1ym6tyMhI6739/f3tdlgBPvvsM1paWpg+ffoj9zXY6VhcREREnpjHDVaFhYWYzWbCw8NtAltLSwvV1dXWY+pHWefmzZsAmM1m1q5dy7Rp0zAYDCxdupSzZ8+SkpJi/UY4QHd3N6dOnbILsl9VW1tLTk4Orq6upKSkPHJfg53CpYiIiAxohYWF5Ofn4+vry6ZNm2yOmsvKyvDw8GDixImPfN8HjzWqq6tjw4YNpKWlMWPGDP76r/+ajRs30t7eTn5+vrX+7Nmz3L59+6Hh8tKlS6SlpXHz5k0yMzN5/vnnH7mvwU7H4iIiIjIgdXd3k5OTQ0lJCQEBAezYsYPg4GCbGqPRSGRkpMPPaP4pnp6eAAQEBPDCCy/YjMXFxTFy5EjMZrP1mslkYsyYMQQFBTm8n9Fo5K233qKjo4PMzEySkpIeuaengcKliIjIABIQENDfLQwIHR0dZGVlUVZWRlhYGHl5eQQGBtrUdHd3YzabSU1Nfaw1Ro4cCYCvr6/DcT8/P2pqaqz/NxqNdsfvDxQXF7N161ZcXFxYv349s2fPfqyengYKlyIiIgOIM76RPdh1dnaSnp7OuXPniIyMxGAw4O3tbVdXVVXFrVu3/uRnIPvyne98h5CQEP74xz9y9+5dm93P3t5eGhoaeO655wBobGzkypUrvPnmm3b3KSoqIjc3l+HDh2MwGB7riP5pos9cioiIyICSnZ3NuXPniIuLY/v27Q6DJdw/ph41apTdUfmj+Ku/+itu377NBx98YHP9o48+oq2tjRdffBG4v2vp5eXFhAkTbOrKysrIy8vDx8eH/Pz8Zz5YgnYuRUREZACpqqriyJEjuLu7Ex0dzdGjR+1qgoODGT9+vMNHED2ql19+GaPRSH5+PnV1dUycOJFLly7x0UcfMXbsWF555RXgfpCNiorCzc02Om3btg2LxUJcXBzV1dVUV1fbrTFnzpxv1ONgo3ApIiIiA8aDL9B0dXVhMBgc1iQmJhIYGEhNTQ0rV678Rut5eHiwc+dO/vEf/5Hf/OY3HDt2jO9+97v8+Mc/Zvny5QwbNoyuri5Onz5NRkaGzdzGxkauXr0KQGlpKaWlpQ7XeNbC5ZC2tjZLfzchIiLyrGhubmbEiBH93YYMcgP570ifuRQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERkX5x/vx5pk6dypkzZ+zGKisrSU9PZ+bMmcTGxrJo0SL27NnDvXv3HN7r8OHDTJs2jTt37tiNNTQ0EB8fT2lpqd31yZMnP/TfggULHPY2efJkrl27BkBbWxs5OTksWLCAmJgYEhISyMrKoq6u7qGvv6++Bju3/m5AREREnj319fWsXr2a3t5eu7GKigpWrFiBr68vycnJ+Pj4YDabKSgooKqqinfeeQcXF9v9MZPJREREBMOGDbO53traSkZGBp2dnXbrfPe732XdunUO+/v0008pLy/nhRdesBszmUyEhoYSHBzM3bt3SU1N5cqVK8ybN49x48bR0NBAcXEx5eXlFBQUMHbsWLt7PKyvwU7hUkRERJ6o48ePk52dTXt7u8PxjRs34uXlxb59+/D39wcgKSmJ3NxcioqKOHbsGLNmzbLW9/T0UF5ezrJly2zuU1lZydq1a2lqanK4jqenJ3PmzLG7Xl1dTUVFBX/5l3/JL37xC7txo9FITEwMAEVFRdTW1pKVlcXChQutNbNmzWLJkiXs3LmT3NzcR+prsNOxuIiIiDwxGRkZrFmzBj8/PxISEuzGm5qaqK+vJz4+3hosH0hMTATuh7Mvu3DhAu3t7dbAB2AwGFi+fDkWi8Um9P0pvb29rF+/HoC//du/xc3Ndh+uubmZmpoaYmNjATh58iTu7u7Mnz/fpi48PJywsDAqKipsrj9uX4OJdi5FREQGkIM/3N/fLfTppx+9/I3vUVdXR1paGsnJyezdu9du3M/Pj0OHDjF06FC7sevXrwPYHYkbjUZCQkIIDQ21Xrt8+TKLFy9m6dKlnDhxgpKSkq/V3yeffEJ1dTVLly61ud+X1/L09CQiIgKADRs20Nraiqurq02dxWLhxo0bdr0+bl+DicKliIjIANJY+Xl/t/BndfDgQTw8PPocd3NzcxjqAPbvvx+8J02aZHPdZDLZ7FoC7Nq166HrONLd3U1BQQE+Pj68+uqrDmtMJhORkZHWe/v7+9vtsAJ89tlntLS0MH369G/c12CjY3ERERF5Yh43WBUWFmI2mwkPD7cJbC0tLVRXV1uPqb/JOkePHuWLL77gpz/9KZ6ennbj3d3dnDp1yi7IflVtbS05OTm4urqSkpLyjfsabBQuRUREZEArLCwkPz8fX19fNm3aZHPUXFZWhoeHBxMnTvzG6/yP//E/GDp0KD/5yU8cjp89e5bbt28/NFxeunSJtLQ0bt68SWZmJs8///w37muw0bG4iIiIDEjd3d3k5ORQUlJCQEAAO3bsIDg42KbGaDQSGRnp8DOaj6K5uZnz58/zwgsvMHz4cIc1JpOJMWPGEBQU5HDcaDTy1ltv0dHRQWZmJklJSd+op8FK4VJERGQACYxwHFyeNR0dHWRlZVFWVkZYWBh5eXkEBgba1HR3d2M2m0lNTf3G6/2f//N/sFgszJ49u88ao9Fod/z+QHFxMVu3bsXFxYX169c/9D5PO4VLERGRAcQZ38ge7Do7O0lPT+fcuXNERkZiMBjw9va2q6uqquLWrVt/8jOQX0dlZSUuLi5MnjzZ4XhjYyNXrlzhzTfftBsrKioiNzeX4cOHYzAYnHJEP5gpXIqIiMiAkp2dzblz54iLi2Pz5s24u7s7rDOZTIwaNcruqPxxXLx4kdDQULy8vByOG41GvLy8mDBhgs31srIy8vLy8PHxYffu3Q5/jedZo3ApIiIiA0ZVVRVHjhzB3d2d6Ohojh49alcTHBzM+PHjHT6C6HH09PRw7do1pkyZ0meNyWQiKirK7qHq27Ztw2KxEBcXR3V1NdXV1XZzHf0K0NNM4VJEREQGDLPZDEBXVxcGg8FhTWJiIoGBgdTU1LBy5cpvvOa//du/0dvby7e//W2H411dXZw+fZqMjAyb642NjVy9ehWA0tJSSktLHc5/1sLlkLa2Nkt/NyEiIvKsaG5uZsSIEf3dhgxyA/nvSM+5FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERkX5x/vx5pk6dypkzZ+zGKisrSU9PZ+bMmcTGxrJo0SL27NnDvXv3HN7r8OHDTJs2jTt37tiNNTQ0EB8fT2lpqcO5V69eJSsrixdffJHY2Fh+8pOfUFRURG9vr8P6yspKJk+ezLVr1wBoa2sjJyeHBQsWEBMTQ0JCAllZWdTV1T309f+pvgYrt/5uQERERJ499fX1rF692mGAq6ioYMWKFfj6+pKcnIyPjw9ms5mCggKqqqp45513cHGx3R8zmUxEREQwbNgwm+utra1kZGTQ2dnpsI+GhgZSUlK4e/cuP/7xj3nuuec4ceIEubm5XL16lb/5m7+xm2MymQgNDSU4OJi7d++SmprKlStXmDdvHuPGjaOhoYHi4mLKy8spKChg7Nixdvf4U30NZgqXIiIi8kQdP36c7Oxs2tvbHY5v3LgRLy8v9u3bh7+/PwBJSUnk5uZSVFTEsWPHmDVrlrW+p6eH8vJyli1bZnOfyspK1q5dS1NTU5+97N+/n/b2drKzs3nxxReta6WlpfHhhx/y0ksvMXr0aJs5RqORmJgYAIqKiqitrSUrK4uFCxdaa2bNmsWSJUvYuXMnubm5j9zXYKZjcREREXliMjIyWLNmDX5+fiQkJNiNNzU1UV9fT3x8vDVYPpCYmAjcD2dfduHCBdrb262BD8BgMLB8+XIsFotN6Puq+vp6AKZNm2ZzPT4+HoDq6mqb683NzdTU1BAbGwvAyZMncXd3Z/78+TZ14eHhhIWFUVFRYXP96/Y1mGnnUkREZAB5sfSL/m6hT/8yL+Ab36Ouro60tDSSk5PZu3ev3bifnx+HDh1i6NChdmPXr18HsDsSNxqNhISEEBoaar12+fJlFi9ezNKlSzlx4gQlJSUO+xk9ejQnT57k//7f/8v3v/996/UHoXPEiBF2a3l6ehIREQHAhg0baG1txdXV1abOYrFw48YNu16/bl+DmcKliIjIAHKquau/W/izOnjwIB4eHn2Ou7m52YTEL9u/fz8AkyZNsrluMplsdi0Bdu3a9dB1Hnj11VcpLy9n/fr1rFq1iuDgYH73u9/x4YcfEhUVxYQJE+zWioyMtN7b39/fbocV4LPPPqOlpYXp06c/Vl+DmY7FRURE5Il53GBVWFiI2WwmPDzcJrC1tLRQXV1tPaZ+1HX8/f157bXX+OKLL1ixYgU//OEP2bp1K9///vfJyclhyJAh1tru7m5OnTplF2S/qra2lpycHFxdXUlJSXmsvgYzhUsREREZ0AoLC8nPz8fX15dNmzbZHDWXlZXh4eHBxIkTH+ve+/btIysrC19fX9asWcOWLVv42c9+xu9//3vS0tK4efOmtfbs2bPcvn37oeHy0qVL1nmZmZk8//zzj9XXYKZjcRERERmQuru7ycnJoaSkhICAAHbs2EFwcLBNjdFoJDIy0uFnNP+UW7duUVBQwIgRI3j//fcZPnw4AC+88ALh4eH86le/4v333+f1118H7h+JjxkzhqCgIIf3MxqNvPXWW3R0dJCZmUlSUtIj9/Q0ULgUEREZQKJGuPd3CwNCR0cHWVlZlJWVERYWRl5eHoGBgTY13d3dmM1mUlNTH2uN+vp67t69y4wZM6zB8oHZs2ezefNmzGaz9ZrRaLQ7fn+guLiYrVu34uLiwvr165k9e/Zj9fQ0ULgUEREZQJzxjezBrrOzk/T0dM6dO0dkZCQGgwFvb2+7uqqqKm7duvUnPwPZlweff+zp6bEbs1gs9Pb2YrFYAGhsbOTKlSu8+eabdrVFRUXk5uYyfPhwDAbDYx/RPy30mUsREREZULKzszl37hxxcXFs377dYbCE+8fUo0aNsjsq/7rCwsIICgri6NGjfPGF7SOgPv74Y+7evcuUKVOA+7uWXl5edt8eLysrIy8vDx8fH/Lz85/5YAnauRQREZEBpKqqiiNHjuDu7k50dDRHjx61qwkODmb8+PEOH0H0KFxcXPiv//W/8sYbb/Dqq6/yox/9CD8/P6qqqvj0008ZM2YMS5YsAe4H2aioKNzcbKPTtm3bsFgsxMXFUV1dbffQdYA5c+Y8do+DkcKliIiIDBgPPuPY1dWFwWBwWJOYmEhgYCA1NTWsXLnyG603ZcoUCgsLKSws5ODBg3R0dBAQEEBycjIpKSl4e3vT1dXF6dOnycjIsJnb2NjI1atXASgtLaW0tNThGs9auBzS1tZm6e8mREREnhXNzc12v/oi8qgG8t+RPnMpIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiL94vz580ydOpUzZ87YjVVWVpKens7MmTOJjY1l0aJF7Nmzh3v37jm81+HDh5k2bRp37tyxG2toaCA+Pp7S0lKHc2tra1m1ahX/6T/9J1544QVee+01jEZjn31XVlYyefJkrl27BkBbWxs5OTksWLCAmJgYEhISyMrKoq6u7qGv/0/1NVi59XcDIiIi8uypr69n9erV9Pb22o1VVFSwYsUKfH19SU5OxsfHB7PZTEFBAVVVVbzzzju4uNjuj5lMJiIiIhg2bJjN9dbWVjIyMujs7HTYx+9//3vS0tK4d+8eP/rRjwgNDeW3v/0tGRkZvPHGG7z00kt2c0wmE6GhoQQHB3P37l1SU1O5cuUK8+bNY9y4cTQ0NFBcXEx5eTkFBQWMHTvW7h5/qq/BTOFSREREnqjjx4+TnZ1Ne3u7w/GNGzfi5eXFvn378Pf3ByApKYnc3FyKioo4duwYs2bNstb39PRQXl7OsmXLbO5TWVnJ2rVraWpq6rOXLVu20NHRwfbt24mOjgbgxz/+Mb/85S/ZsWMHMTExhIaG2swxGo3ExMQAUFRURG1tLVlZWSxcuNBaM2vWLJYsWcLOnTvJzc195L4GMx2Li4iIyBOTkZHBmjVr8PPzIyEhwW68qamJ+vp64uPjrcHygcTEROB+OPuyCxcu0N7ebg18AAaDgeXLl2OxWGxC31fXunjxIlFRUdZgCTBkyBB+/vOf09XVZXdk3dzcTE1NDbGxsQCcPHkSd3d35s+fb1MXHh5OWFgYFRUVNte/Tl+DnXYuRUREBhDP9Wn93UKfOtf+/Te+R11dHWlpaSQnJ7N37167cT8/Pw4dOsTQoUPtxq5fvw5gdyRuNBoJCQmx2WG8fPkyixcvZunSpZw4cYKSkhK7+z3YOfze975nN/bgXhcvXrRby9PTk4iICAA2bNhAa2srrq6uNnUWi4UbN27Y9fp1+hrsFC5FREQGENfa3/d3C39WBw8exMPDo89xNzc3u2PoB/bv3w/ApEmTbK6bTCabXUuAXbt2PXQdAE9PTwBu375tN9bW1gbc36n86lqRkZHWe/v7+9vtsAJ89tlntLS0MH369Efua7DTsbiIiIg8MY8brAoLCzGbzYSHh9sEtpaWFqqrq63H1I+yzpgxYxg+fDi/+93vuHXrls3Y0aNHAbh79671Wnd3N6dOnbILsl9VW1tLTk4Orq6upKSkPHJfg53CpYiIiAxohYWF5Ofn4+vry6ZNm2yOmsvKyvDw8GDixImPfF83NzeWLFnC9evXef3116moqODatWscPHiQwsJCvLy8cHP7f4e8Z8+e5fbt2w8Nl5cuXSItLY2bN2+SmZnJ888//8h9DXY6FhcREZEBqbu7m5ycHEpKSggICGDHjh0EBwfb1BiNRiIjIx1+RvPrePnll+nq6qKwsJDXXnsNgJEjR7JhwwZyc3MZPny4tdZkMjFmzBiCgoIc3stoNPLWW2/R0dFBZmYmSUlJj9XTYKdwKSIiMoD0jB3X3y0MCB0dHWRlZVFWVkZYWBh5eXkEBgba1HR3d2M2m0lNTf1Ga/385z/nJz/5CTU1NQwbNoyxY8fS09NDY2MjP/jBD6x1RqPR7vj9geLiYrZu3YqLiwvr169n9uzZ36inwUzhUkREZABxxjeyB7vOzk7S09M5d+4ckZGRGAwGvL297eqqqqq4devWn/wM5MP8y7/8Cx4eHsTHxzN+/Hjr9fLycrq6uqxfHmpsbOTKlSu8+eabdvcoKiqy7nIaDIbHOqJ/mihcioiIyICSnZ3NuXPniIuLY/Pmzbi7uzusM5lMjBo1yu6o/FEcOnSImpoaPvzwQ3x8fAC4desW+fn5jBgxwvosTqPRiJeXFxMmTLCZX1ZWRl5eHj4+Puzevdvhr/E8axQuRUREZMCoqqriyJEjuLu7Ex0dbf3W9pcFBwczfvx4h48gelQpKSmkp6fz2muv8cMf/hCLxUJJSQnXrl0jJyfH+nOSJpOJqKgomy/4AGzbtg2LxUJcXBzV1dVUV1fbrTFnzpxv1ONgo3ApIiIiA4bZbAagq6sLg8HgsCYxMZHAwEBqampYuXLlN1pv8uTJbN++nYKCAvLz83Fzc+Mv/uIv+NWvfsW4ceOsvZw+fZqMjAybuY2NjVy9ehWA0tJSu1/zeeBZC5dD2traLP3dhIiIyLOiubmZESNG9HcbMsgN5L8jPedSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJERET6xfnz55k6dSpnzpyxG6usrCQ9PZ2ZM2cSGxvLokWL2LNnD/fu3XN4r8OHDzNt2jTu3LkDwOeff866deuYO3cu0dHRzJ07lw0bNtDc3Gw3t62tjZycHObPn09cXBzJycl88sknffZdWVnJ5MmTuXbtms38BQsWEBMTQ0JCAllZWdTV1T309Tc0NBAfH09paelD6wYbt/5uQERERJ499fX1rF69mt7eXruxiooKVqxYga+vL8nJyfj4+GA2mykoKKCqqop33nkHFxfb/TGTyURERATDhg3jxo0bpKSkcPPmTRYuXMjo0aOpra3lo48+4uTJk+zduxd/f38AOjs7ef3116mpqSEpKYnRo0fzv/7X/+Ltt9/m+vXrLFmyxK4/k8lEaGgowcHB3L17l9TUVK5cucK8efMYN24cDQ0NFBcXU15eTkFBAWPHjrW7R2trKxkZGXR2djrpHR04FC5FRETkiTp+/DjZ2dm0t7c7HN+4cSNeXl7s27fPGgKTkpLIzc2lqKiIY8eOMWvWLGt9T08P5eXlLFu2DIDdu3fT0tLC9u3biY6OttZNmTKFVatW8d5777F69WoAfv3rX/OHP/yBt99+m4SEBAAWLlzIypUrKSgoYO7cuYwcOdKmP6PRSExMDABFRUXU1taSlZXFwoULrTWzZs1iyZIl7Ny5k9zcXJv5lZWVrF27lqampsd6/wY6HYuLiIjIE5ORkcGaNWvw8/Ozhrkva2pqor6+nvj4eGuwfCAxMRG4H86+7MKFC7S3t1sD38mTJwkODrYJlgDTp0/H29ubiooK67XDhw8TEBBg08uQIUN45ZVX6Orq4je/+Y3NPZqbm6mpqSE2Nta6lru7O/Pnz7epCw8PJywszGYtAIPBwPLly7FYLDZh9GminUsREZEBpPP0yv5uoU+ekXnf+B51dXWkpaWRnJzM3r177cb9/Pw4dOgQQ4cOtRu7fv06gN2RuNFoJCQkhNDQUADy8/Pp6Oiwm9/Z2UlnZ6d1/q1bt6irq2PGjBl2tT/4wQ+A+8H1q2t5enoSEREBwIYNG2htbcXV1dWmzmKxcOPGDbteL1++zOLFi1m6dCknTpygpKTEbu3BTuFSRERkAOlt/0N/t/BndfDgQTw8PPocd3Nzs4bEr9q/fz8AkyZNsrluMpmsu5aA3TH2A0VFRfT09BAZGQnAF198gcVicVg/bNgwhg8fTkNDg91akZGR1tfg7+9vt8MK8Nlnn9HS0sL06dNtru/ateuhr/9poGNxEREReWIeN1gVFhZiNpsJDw+3CWwtLS1UV1dbj6n7curUKQoLC/Hy8uLll18G7u9cAnzrW99yOGfYsGE2X7jp7u7m1KlTNkHWkdraWnJycnB1dSUlJcVm7GkPlqBwKSIiIgNcYWEh+fn5+Pr6smnTJpuj5rKyMjw8PJg4cWKf88vLy8nMzKS3t5d169bZ7VRaLBaH8ywWi81x99mzZ7l9+/ZDw+WlS5dIS0vj5s2bZGZm8vzzz3/dl/nUULgUERGRAam7u5tNmzaRn59PQEAA7777LsHBwTY1RqORyMhIh5/RBPjkk09444036Onp4e2337bZ9XywY/ng2ZhfdefOHby9va3/N5lMjBkzhqCgIIf1RqOR1157jba2NjIzM0lKSnqk1/u00GcuRUREBhCX4eH93cKA0NHRQVZWFmVlZYSFhZGXl0dgYKBNTXd3N2azmdTUVIf3ePfdd3n//ffx9vZmy5YtREVF2Yw/99xzDBkyhC+++MJubmdnJzdv3iQgIMB6zWg09nn8XlxczNatW3FxcWH9+vXMnj37UV/yU0PhUkREZABxxjeyB7vOzk7S09M5d+4ckZGRGAwGmx3EB6qqqrh165bDY+pt27Zx4MABAgMDyc3Ndfgg829961uMHj2a3//+93Zj58+fB2D8+PEANDY2cuXKFd5880272qKiInJzcxk+fDgGg+GhR/TPAh2Li4iIyICSnZ3NuXPniIuLY/v27Q6DJdw/ph41apTdUXlJSQkHDhwgJCSkz1/IeWDOnDl8/vnnHDlyxHrNYrHwwQcf4OHhYX3+pdFoxMvLiwkTJtjMLysrIy8vDx8fH/Lz85/5YAnauRQREZEBpKqqiiNHjuDu7k50dDRHjx61qwkODmb8+PF2jyCC+7ueu3btAmDGjBkOf7fc09PT+mzLl156iU8//ZR169bxhz/8gdDQUI4ePYrZbOb111+3PmbIZDIRFRWFm5ttdNq2bRsWi4W4uDiqq6uprq62W2/OnDmP9V4MVgqXIiIiMmCYzWYAurq6MBgMDmsSExMJDAykpqaGlStX2oxdvHjR+rOSH3zwgcP5QUFB1nA5bNgwdu/ezd///d9z+PBhbt++zahRo/hv/+2/MXfuXGsvp0+fJiMjw+Y+jY2NXL16FYDS0lJKS0sdrveshcshbW1tjr9/LyIiIk7X3NzMiBEj+rsNGeQG8t+RPnMpIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiL94vz580ydOpUzZ87YjVVWVpKens7MmTOJjY1l0aJF7Nmzh3v37jm81+HDh5k2bRp37twB4PPPP2fdunXMnTuX6Oho5s6dy4YNG2hubn7snr7c2+TJk7l27RoAbW1t5OTksGDBAmJiYkhISCArK4u6urqHrtXQ0EB8fDylpaUPrRts3Pq7AREREXn21NfXs3r1anp7e+3GKioqWLFiBb6+viQnJ+Pj44PZbKagoICqqireeecdXFxs98dMJhMREREMGzaMGzdukJKSws2bN1m4cCGjR4+mtraWjz76iJMnT7J37178/f0fqaevrhUaGkpwcDB3794lNTWVK1euMG/ePMaNG0dDQwPFxcWUl5dTUFDA2LFj7e7R2tpKRkYGnZ2dj/jODXwKlyIiIvJEHT9+nOzsbNrb2x2Ob9y4ES8vL/bt22cNgUlJSeTm5lJUVMSxY8eYNWuWtb6np4fy8nKWLVsGwO7du2lpaWH79u1ER0db66ZMmcKqVat47733WL169SP19GVGo5GYmBgAioqKqK2tJSsri4ULF1prZs2axZIlS9i5cye5ubk28ysrK1m7di1NTU1/cq3BSOFSRERkANnzP9f3dwt9+v8S137je2RkZGA0GhkzZgxTp07lyJEjNuNNTU3U19fzV3/1V3a7i4mJiRQVFVFZWWkTLi9cuEB7e7s18J08eZLg4GCbYAkwffp0vL29qaioeKSevqy5uZmamhrS09Ota7m7uzN//nybuvDwcMLCwuzWMhgMHDp0iICAABYuXEhJScnD3q5BSeFSRERkAPljc21/t/BnVVdXR1paGsnJyezdu9du3M/Pj0OHDjF06FC7sevXrwPYHYkbjUZCQkIIDQ0FID8/n46ODrv5nZ2ddHZ22s3/Uz19dS1PT08iIiIA2LBhA62trbi6utrUWSwWbty4YbfW5cuXWbx4MUuXLuXEiRMKlyIiIiLfxMGDB/Hw8Ohz3M3NzRoSv2r//v0ATJo0yea6yWSy7loCjBw50uH8oqIienp6iIyMfKSevrpWZGSktd7f39/h5zc/++wzWlpamD59us31Xbt2fe21Bit9W1xERESemMcNVoWFhZjNZsLDw20CW0tLC9XV1cTGxj50/qlTpygsLMTLy4uXX375sXrq7u7m1KlTNkHWkdraWnJycnB1dSUlJeWx1hrMFC5FRERkQCssLCQ/Px9fX182bdpkc9RcVlaGh4cHEydO7HN+eXk5mZmZ9Pb2sm7duj53Nv+Us2fPcvv27YeGy0uXLpGWlsbNmzfJzMzk+eeff6y1BjMdi4uIiAwg/26E/WNrnlXd3d3k5ORQUlJCQEAAO3bsIDg42KbGaDQSGRnp8DOaAJ988gmbN29myJAhvP3223bH1I/CZDIxZswYgoKCHI4bjUbeeustOjo6yMzMJCkp6bHXGswULkVERAYQZ3wj+2nQ0dFBVlYWZWVlhIWFkZeXR2BgoE1Nd3c3ZrOZ1NRUh/d49913ef/99/H29mbLli1ERUV9o56MRmOfx+/FxcVs3boVFxcX1q9fz+zZs7/RWoOZjsVFRERkQOns7CQ9PZ2ysjIiIyMpKCiwC5YAVVVV3Lp1y+Ex9bZt23j//fcJDAzkH/7hH75xsGxsbOTKlSsO1yoqKmLLli14eXmxY8eOZzpYgnYuRUREZIDJzs7m3LlzxMXFsXnzZtzd3R3WmUwmRo0aZXdUXlJSwoEDBwgJCWH37t0EBAR8456MRiNeXl5MmDDB5npZWRl5eXn4+Piwe/duh7/G86xRuBQREZEBo6qqiiNHjuDu7k50dDRHjx61qwkODmb8+PF2jyCC+7ueu3btAmDGjBkOfyPc09OTGTNmPFJfJpOJqKgo3Nxso9O2bduwWCzExcVRXV1NdXW13dw5c+Y80lqDncKliIiIDBhmsxmArq4uDAaDw5rExEQCAwOpqalh5cqVNmMXL160/oTjBx984HB+UFDQI4XLrq4uTp8+TUZGhs31xsZGrl69CkBpaSmlpaUO5z9r4XJIW1ubpb+bEBEReVY0NzczYsSI/m5DBrmB/HekL/SIiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIhIvzh//jxTp07lzJkzdmOVlZWkp6czc+ZMYmNjWbRoEXv27OHevXsO73X48GGmTZvGnTt3APj8889Zt24dc+fOJTo6mrlz57Jhwwaam5vt5tbU1PA3f/M3JCQkEBMTw4IFC9i2bRu3bt1yuFZlZSWTJ0/m2rVrALS1tZGTk8OCBQuIiYkhISGBrKws6urqHvr6GxoaiI+Pp7S09KF1g41bfzcgIiIiz576+npWr15Nb2+v3VhFRQUrVqzA19eX5ORkfHx8MJvNFBQUUFVVxTvvvIOLi+3+mMlkIiIigmHDhnHjxg1SUlK4efMmCxcuZPTo0dTW1vLRRx9x8uRJ9u7di7+/PwBXr14lJSUFV1dXkpKSCAwM5F//9V/59a9/zenTpyksLMTT09NurdDQUIKDg7l79y6pqalcuXKFefPmMW7cOBoaGiguLqa8vJyCggLGjh1r9xpbW1vJyMigs7PTie/qwKBwKSIiIk/U8ePHyc7Opr293eH4xo0b8fLyYt++fdYQmJSURG5uLkVFRRw7doxZs2ZZ63t6eigvL2fZsmUA7N69m5aWFrZv3050dLS1bsqUKaxatYr33nuP1atXA7B161a6urp47733rCHwRz/6EeHh4fzd3/0dhw4d4pVXXrHpz2g0EhMTA0BRURG1tbVkZWWxcOFCa82sWbNYsmQJO3fuJDc312Z+ZWUla9eupamp6bHev4FOx+IiIiLyxGRkZLBmzRr8/PxISEiwG29qaqK+vp74+HhrsHwgMTERuB/OvuzChQu0t7dbA9/JkycJDg62CZYA06dPx9vbm4qKCgC6uro4e/YsEyZMsNtdnDt3LoC19oHm5mZqamqIjY21ruXu7s78+fNt6sLDwwkLC7ObbzAYWL58ORaLxSaMPk20cykiIjKAfPzxx/3dQp8WLFjwje9RV1dHWloaycnJ7N27127cz8+PQ4cOMXToULux69evA9gdiRuNRkJCQggNDQUgPz+fjo4Ou/mdnZ10dnZa57u6unLgwAEsFotdbWtrq7Xmq2t5enoSEREBwIYNG2htbbWrs1gs3Lhxw67Xy5cvs3jxYpYuXcqJEycoKSmxW3uwU7gUEREZQL744ov+buHP6uDBg3h4ePQ57ubmZg2JX7V//34AJk2aZHPdZDJZdy0BRo4c6XB+UVERPT09REZGAvdDanBwsMPaDz74oM+1IiMjra/B39/fbocV4LPPPqOlpYXp06fbXN+1a9dDX//TQMfiIiIi8sQ8brAqLCzEbDYTHh5uE9haWlqorq62HlP35dSpUxQWFuLl5cXLL7/80NrDhw/z8ccfM3LkSJvd2u7ubk6dOmUTZB2pra0lJycHV1dXUlJSbMae9mAJCpciIiIywBUWFpKfn4+vry+bNm2yOWouKyvDw8ODiRMn9jm/vLyczMxMent7WbduXZ87mwClpaVs2LABT09PtmzZwre+9S3r2NmzZ7l9+/ZDw+WlS5dIS0vj5s2bZGZm8vzzzz/iqx38dCwuIiIiA1J3dzc5OTmUlJQQEBDAjh077I6xjUYjkZGRDj+jCfDJJ5+wefNmhgwZwttvv213TP1lD0Kst7c327ZtY9y4cTbjJpOJMWPGEBQU5HC+0WjkrbfeoqOjg8zMTJKSkh7xFT8dFC5FREQGkICAgP5uYUDo6OggKyuLsrIywsLCyMvLIzAw0Kamu7sbs9lMamqqw3u8++67vP/++3h7e7NlyxaioqIc1nV3d7Nx40ZKS0sJCAggNzeX733ve3Z1RqOxz+P34uJitm7diouLC+vXr2f27NmP+IqfHgqXIiIiA4gzvpE92HV2dpKens65c+eIjIzEYDDg7e1tV1dVVcWtW7ccHlNv27aNAwcOEBgYSG5ursMHmcP9Z2S+9dZbHDt2jH//7/89eXl5DgN+Y2MjV65c4c0337QbKyoqIjc3l+HDh2MwGB56RP8sULgUERGRASU7O5tz584RFxfH5s2bcXd3d1hnMpkYNWqU3VF5SUkJBw4cICQkhN27dz90Nzg/P59jx47x/e9/nx07djgMsXB/19LLy4sJEybYXC8rKyMvLw8fHx92797dZ4h9lihcioiIyIBRVVXFkSNHcHd3Jzo6mqNHj9rVBAcHM378eLtHEMH9Xc9du3YBMGPGDIe/W+7p6cmMGTNobGzkv//3/86QIUOYMWMGv/3tb+1qfX19mTJlCiaTiaioKNzcbKPTtm3bsFgsxMXFUV1dTXV1td095syZ80jvwWCncCkiIiIDhtlsBu7/eo7BYHBYk5iYSGBgIDU1NaxcudJm7OLFi9aflXzwrMqvCgoKsgbPnp4eAGsg/aqJEycyceJETp8+TUZGhs1YY2MjV69eBe5/y7y0tNThPZ61cDmkra3N/rH0IiIi8mfR3NzMiBEj+rsNGeQG8t+RnnMpIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiL94vz580ydOpUzZ87YjVVWVpKens7MmTOJjY1l0aJF7Nmzh3v37jm81+HDh5k2bRp37twB4PPPP2fdunXMnTuX6Oho5s6dy4YNG2hubrabe+3aNf72b/+WefPmMX36dJYuXcq//Mu/9Nl3ZWUlkydP5tq1awC0tbWRk5PDggULiImJISEhgaysLOrq6h76+hsaGoiPj6e0tPShdYONW383ICIiIs+e+vp6Vq9eTW9vr91YRUUFK1aswNfXl+TkZHx8fDCbzRQUFFBVVcU777yDi4vt/pjJZCIiIoJhw4Zx48YNUlJSuHnzJgsXLmT06NHU1tby0UcfcfLkSfbu3Yu/vz8ATU1NpKSk0NXVxU9/+lN8fX05cuQIv/zlL2lsbOSVV16x689kMhEaGkpwcDB3794lNTWVK1euMG/ePMaNG0dDQwPFxcWUl5dTUFDA2LFj7e7R2tpKRkYGnZ2dTnpHBw6FSxEREXmijh8/TnZ2Nu3t7Q7HN27ciJeXF/v27bOGwKSkJHJzcykqKuLYsWPMmjXLWt/T00N5eTnLli0DYPfu3bS0tLB9+3aio6OtdVOmTGHVqlW89957rF69GoB3332XGzduUFhYyA9+8AMAFi5cyM9//nP+4R/+gYULF+Lt7W3Tn9FoJCYmBoCioiJqa2vJyspi4cKF1ppZs2axZMkSdu7cSW5urs38yspK1q5dS1NT02O9fwOdjsVFRETkicnIyGDNmjX4+fmRkJBgN97U1ER9fT3x8fHWYPlAYmIicD+cfdmFCxdob2+3Br6TJ08SHBxsEywBpk+fjre3NxUVFdZrQ4YMISYmxhosAVxdXYmMjOTOnTtcvXrV5h7Nzc3U1NQQGxtrXcvd3Z358+fb1IWHhxMWFmazFoDBYGD58uVYLBabMPo00c6liIjIAHLwh/v7u4U+/fSjl7/xPerq6khLSyM5OZm9e/fajfv5+XHo0CGGDh1qN3b9+nUAuyNxo9FISEgIoaGhAOTn59PR0WE3v7Ozk87OTpv5v/rVrxz2eenSJVxcXBg5cqTdWp6enkRERACwYcMGWltbcXV1tamzWCzcuHHDrtfLly+zePFili5dyokTJygpKXG4/mCmcCkiIjKANFZ+3t8t/FkdPHgQDw+PPsfd3NysIfGr9u+/H7wnTZpkc91kMll3LQG7QPhAUVERPT09REZGOhy/desW9fX1/PrXv+b06dO89NJLdrunJpOJyMhI62vw9/e3qwH47LPPaGlpYfr06TbXd+3a9dDX/zRQuBQREZEn5nGDVWFhIWazmfDwcJvA1tLSQnV1NWlpaQ+df+rUKQoLC/Hy8uLllx3vwK5fv54TJ04A8IMf/IAlS5bYjHd3d3Pq1Cl+8YtfPHSt2tpacnJycHV1JSUlxWbsaQ+WoM9cioiIyABXWFhIfn4+vr6+bNq0yeaouaysDA8PDyZOnNjn/PLycjIzM+nt7WXdunV97mz+1V/9FTk5OSxdupSamhpeeeUV6+OGAM6ePcvt27dtdkm/6tKlS6SlpXHz5k0yMzN5/vnnH+MVD24KlyIiIjIgdXd3s2nTJvLz8wkICODdd98lODjYpsZoNBIZGenwM5oAn3zyCW+88QY9PT28/fbbdsfUXxYXF0d8fDyvvfYa2dnZfPHFFxQWFlrHTSYTY8aMISgoyOF8o9HIa6+9RltbG5mZmSQlJT3Gqx78dCwuIiIygARGOA4uz5qOjg6ysrIoKysjLCyMvLw8AgMDbWq6u7sxm82kpqY6vMe7777L+++/j7e3N1u2bCEqKuprrx8XF4eXlxcXL160XjMajdZviX9VcXExW7duxcXFhfXr1zN79uyvvdbTRuFSRERkAHHGN7IHu87OTtLT0zl37hyRkZEYDAa7Z00CVFVVcevWLYfH1Nu2bePAgQMEBgaSm5vr8EHmbW1tLFu2jP/wH/4DGzdutBnr6uri3r171h3RxsZGrly5wptvvml3n6KiInJzcxk+fDgGg+GhR/TPAh2Li4iIyICSnZ3NuXPniIuLY/v27Q6DJdw/ph41apTdUXlJSQkHDhwgJCSkz1/IAfjOd76Dm5sb//t//29qa2ttxj744AO6urqYMWMGcH/X0svLiwkTJtjUlZWVkZeXh4+PD/n5+c98sATtXIqIiMgAUlVVxZEjR3B3dyc6OpqjR4/a1QQHBzN+/Hi7RxDB/V3PXbt2ATBjxgyHv1vu6elpDY1r1qzh9ddfJzU1laSkJHx9fTl9+jTHjh3jL//yL/nZz34G3A+yUVFRuLnZRqdt27ZhsViIi4ujurqa6upqu/XmzJnzWO/FYKVwKSIiIgOG2WwG7h9LGwwGhzWJiYkEBgZSU1PDypUrbcYuXrxo/VnJDz74wOH8oKAga7iMiIigsLCQPXv2cPDgQe7cuUNwcDDLly/nlVdewcPDg66uLk6fPk1GRobNfRobG62/4FNaWkppaanD9Z61cDmkra3N0t9NiIiIPCuam5sZMWJEf7chg9xA/jvSZy5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERKRfnD9/nqlTp3LmzBm7scrKStLT05k5cyaxsbEsWrSIPXv2cO/ePYf3Onz4MNOmTePOnTsAfP7556xbt465c+cSHR3N3Llz2bBhA83NzQ/tqaenh7/+679m8uTJfdZUVlYyefJkrl27BkBbWxs5OTksWLCAmJgYEhISyMrKoq6u7qFrNTQ0EB8fT2lp6UPrBhu3/m5AREREnj319fWsXr2a3t5eu7GKigpWrFiBr68vycnJ+Pj4YDabKSgooKqqinfeeQcXF9v9MZPJREREBMOGDePGjRukpKRw8+ZNFi5cyOjRo6mtreWjjz7i5MmT7N27F39/f4d97d27l3Pnzj20d5PJRGhoKMHBwdy9e5fU1FSuXLnCvHnzGDduHA0NDRQXF1NeXk5BQQFjx461u0draysZGRl0dnY+wrs2OChcioiIyBN1/PhxsrOzaW9vdzi+ceNGvLy82LdvnzUEJiUlkZubS1FREceOHWPWrFnW+p6eHsrLy1m2bBkAu3fvpqWlhe3btxMdHW2tmzJlCqtWreK9995j9erVduteuHCBgoICPDw8+twhBTAajcTExABQVFREbW0tWVlZLFy40Foza9YslixZws6dO8nNzbWZX1lZydq1a2lqavpTb9WgpGNxEREReWIyMjJYs2YNfn5+JCQk2I03NTVRX19PfHy83e5iYmIicD+cfdmFCxdob2+3Br6TJ08SHBxsEywBpk+fjre3NxUVFXbrdnR0sHbtWqKjo/nBD37QZ//Nzc3U1NQQGxtrXcvd3Z358+fb1IWHhxMWFma3lsFgYPny5VgsFpsw+jTRzqWIiMgA8mLpF/3dQp/+ZV7AN75HXV0daWlpJCcns3fvXrtxPz8/Dh06xNChQ+3Grl+/DmB3JG40GgkJCSE0NBSA/Px8Ojo67OZ3dnbS2dlpNx/g7/7u77h16xa//OUv+eUvf9ln/0ajEU9PTyIiIgDYsGEDra2tuLq62tRZLBZu3Lhht9bly5dZvHgxS5cu5cSJE5SUlPS51mClcCkiIjKAnGru6u8W/qwOHjyIh4dHn+Nubm7WkPhV+/fvB2DSpEk2100mk3XXEmDkyJEO5xcVFdHT00NkZKTN9ePHj/PP//zP5OTk4Ofn99D+TSYTkZGR1tfg7+/v8PObn332GS0tLUyfPt3m+q5dux76+p8GOhYXERGRJ+Zxg1VhYSFms5nw8HCbwNbS0kJ1dbX1mLovp06dorCwEC8vL15++WXr9S+++ILs7Gzmz59PfHz8Q+/R3d3NqVOnbIKsI7W1teTk5ODq6kpKSorN2NMeLEHhUkRERAa4wsJC8vPz8fX1ZdOmTTZHzWVlZXh4eDBx4sQ+55eXl5OZmUlvby/r1q2z7mxaLBbWrVvHt7/9bd54440/2cfZs2e5ffv2Q8PlpUuXSEtL4+bNm2RmZvL8888/wit9OuhYXERERAak7u5ucnJyKCkpISAggB07dhAcHGxTYzQaiYyMdPgZTYBPPvmEzZs3M2TIEN5++22bXc9/+qd/4vTp0+Tk5HDv3j3rN8S7u7uB+8+vdHFxYfjw4cD9I/ExY8YQFBTkcC2j0chbb71FR0cHmZmZJCUlfeP3YDBSuBQRERlAoka493cLA0JHRwdZWVmUlZURFhZGXl4egYGBNjXd3d2YzWZSU1Md3uPdd9/l/fffx9vbmy1bthAVFWUz/tvf/haLxcKqVasczk9ISCAoKIiPP/4YuB8e+zp+Ly4uZuvWrbi4uLB+/Xpmz579qC/5qaFwKSIiMoA44xvZg11nZyfp6emcO3eOyMhIDAYD3t7ednVVVVXcunXL4TH1tm3bOHDgAIGBgeTm5jp8kHl6ejo3b960u56Xl0dNTQ07d+607og2NjZy5coV3nzzTbv6oqIicnNzGT58OAaD4aFH9M8ChUsREREZULKzszl37hxxcXFs3rwZd3fHu7kmk4lRo0bZHZWXlJRw4MABQkJC2L17NwEBjgN7X5+HfHAM/uWfgDQajXh5eTFhwgSb2rKyMvLy8vDx8WH37t0OQ+yzRuFSREREBoyqqiqOHDmCu7s70dHRHD161K4mODiY8ePH2z2CCO7veu7atQuAGTNmOPzdck9PT2bMmPFIfZlMJqKionBzs41O27Ztw2KxEBcXR3V1NdXV1XZz58yZ80hrDXYKlyIiIjJgmM1mALq6ujAYDA5rEhMTCQwMpKamhpUrV9qMXbx40fqzkh988IHD+UFBQY8ULru6ujh9+jQZGRk21xsbG7l69SoApaWllJaWOpz/rIXLIW1tbZb+bkJERORZ0dzczIgRI/q7DRnkBvLfkZ5zKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIv3i/PnzTJ06lTNnztiNVVZWkp6ezsyZM4mNjWXRokXs2bOHe/fuObzX4cOHmTZtGnfu3AHg888/Z926dcydO5fo6Gjmzp3Lhg0baG5utpv79ttvM3nyZIf/SktLHfY2efJkrl27BkBbWxs5OTksWLCAmJgYEhISyMrKoq6u7qGvv6Ghgfj4eIdrDGZu/d2AiIiIPHvq6+tZvXo1vb29dmMVFRWsWLECX19fkpOT8fHxwWw2U1BQQFVVFe+88w4uLrb7YyaTiYiICIYNG8aNGzdISUnh5s2bLFy4kNGjR1NbW8tHH33EyZMn2bt3L/7+/ta5NTU1BAUF8dprr9n1Mn78eLtrJpOJ0NBQgoODuXv3LqmpqVy5coV58+Yxbtw4GhoaKC4upry8nIKCAsaOHWt3j9bWVjIyMujs7Hyct29AU7gUERGRJ+r48eNkZ2fT3t7ucHzjxo14eXmxb98+awhMSkoiNzeXoqIijh07xqxZs6z1PT09lJeXs2zZMgB2795NS0sL27dvJzo62lo3ZcoUVq1axXvvvcfq1asB6O3tpba2lri4OObMmfO1+jcajcTExABQVFREbW0tWVlZLFy40Foza9YslixZws6dO8nNzbWZX1lZydq1a2lqavpa6w02OhYXERGRJyYjI4M1a9bg5+dHQkKC3XhTUxP19fXEx8fb7C4CJCYmAvfD2ZdduHCB9vZ2a+A7efIkwcHBNsESYPr06Xh7e1NRUWG99sc//pG7d+863F10pLm5mZqaGmJjY61rubu7M3/+fJu68PBwwsLCbNYCMBgMLF++HIvFYhNGnybauRQRERlAPNen9XcLfepc+/ff+B51dXWkpaWRnJzM3r177cb9/Pw4dOgQQ4cOtRu7fv06gN2RuNFoJCQkhNDQUADy8/Pp6Oiw77+zk87OTpv51dXVAISFhQFw584d3N3dcXV1ddi/0WjE09OTiIgIADZs2EBra6tdvcVi4caNG3a9Xr58mcWLF7N06VJOnDhBSUmJw3UGM4VLERGRAcS19vf93cKf1cGDB/Hw8Ohz3M3NzRoSv2r//v0ATJo0yea6yWSy7loCjBw50uH8oqIienp6iIyMtF67fPkyAOXl5eTl5fH555/j7u5OdHQ0GRkZBAcH260VGRlpfQ3+/v52O6wAn332GS0tLUyfPt3m+q5dux76+p8GOhYXERGRJ+Zxg1VhYSFms5nw8HCbwNbS0kJ1dbX1mLovp06dorCwEC8vL15++WXr9ZqaGgD+9V//lSVLlmAwGPjpT39KWVkZS5cupaGhwVrb3d3NqVOnbIKsI7W1teTk5ODq6kpKSorN2NMeLEE7lyIiIjLAFRYWkp+fj6+vL5s2bbI5ai4rK8PDw4OJEyf2Ob+8vNz6zfR169bZ7GwmJCQQHh7Of/kv/4Vhw4YBMGPGDP7iL/6CNWvW8O6777JhwwYAzp49y+3btx8aLi9dusTrr7/OzZs3Wb16Nc8///w3ffmDjsKliIiIDEjd3d3k5ORQUlJCQEAAO3bssDumNhqNREZGOvyMJsAnn3zC5s2bGTJkCG+//bbdMfV//s//2eG8F154gZEjR1JeXm69ZjKZGDNmDEFBQQ7nGI1G3nrrLTo6OsjMzCQpKelRXu5TQ+FSRERkAOkZO66/WxgQOjo6yMrKoqysjLCwMPLy8ggMDLSp6e7uxmw2k5qa6vAe7777Lu+//z7e3t5s2bKFqKioR+rB19fXemwO98NjX8fvxcXFbN26FRcXF9avX8/s2bMfaa2nicKliIjIAOKMb2QPdp2dnaSnp3Pu3DkiIyMxGAx4e3vb1VVVVXHr1i2Hx9Tbtm3jwIEDBAYGkpub6/BRQ21tbaSlpRESEoLBYLAZ6+7u5o9//CMhISEANDY2cuXKFd588027+xQVFZGbm8vw4cMxGAwPPaJ/FugLPSIiIjKgZGdnc+7cOeLi4ti+fbvDYAn3j6lHjRpld1ReUlLCgQMHCAkJ6fMXcgC+853v0NPTw29/+1suXrxoM7Z3715u3brFvHnzgPu7ll5eXkyYMMGmrqysjLy8PHx8fMjPz3/mgyVo51JEREQGkKqqKo4cOWJ9HNDRo0ftaoKDgxk/frzdI4jg/q7nrl27gPtfzHH0u+Wenp7MmDEDgNWrV5Oens6KFStISkoiICCA06dPc+zYMSZNmsTPfvYz4H6QjYqKws3NNjpt27YNi8VCXFwc1dXV1udmftnX/eWfp4XCpYiIiAwYZrMZgK6uLruj6gcSExMJDAykpqaGlStX2oxdvHjR+rOSH3zwgcP5QUFB1nA5adIkCgoKKCgo4MMPP6Szs5PnnnuO5cuXs3jxYtzc3Ojq6uL06dNkZGTY3KexsZGrV68CUFpaSmlpqcP1nrVwOaStrc3S302IiIg8K5qbmxkxYkR/tyGD3ED+O9JnLkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRUREpF+cP3+eqVOncubMGbuxyspK0tPTmTlzJrGxsSxatIg9e/Zw7949h/c6fPgw06ZN486dOwB8/vnnrFu3jrlz5xIdHc3cuXPZsGEDzc3NdnN7e3v59a9/TXJyMnFxccybN49169bxxRdfOFyrsrKSyZMnc+3aNQDa2trIyclhwYIFxMTEkJCQQFZWFnV1dQ99/Q0NDcTHx1NaWvrQusHGrb8bEBERkWdPfX09q1evpre3126soqKCFStW4OvrS3JyMj4+PpjNZgoKCqiqquKdd97BxcV2f8xkMhEREcGwYcO4ceMGKSkp3Lx5k4ULFzJ69Ghqa2v56KOPOHnyJHv37sXf3986d926dXz66adMnz6dpKQkrl69yqFDhzh79iz/+I//yLe//W27tUJDQwkODubu3bukpqZy5coV5s2bx7hx42hoaKC4uJjy8nIKCgoYO3as3WtsbW0lIyODzs5OJ72jA4fCpYiIiDxRx48fJzs7m/b2dofjGzduxMvLi3379llDYFJSErm5uRQVFXHs2DFmzZplre/p6aG8vJxly5YBsHv3blpaWti+fTvR0dHWuilTprBq1Sree+89Vq9eDcCJEyf49NNPSUpKsl4D+N73vsf69ev58MMPefXVV236MxqNxMTEAFBUVERtbS1ZWVksXLjQWjNr1iyWLFnCzp07yc3NtZlfWVnJ2rVraWpqeuT3bjDQsbiIiIg8MRkZGaxZswY/Pz8SEhLsxpuamqivryc+Pt5mdxEgMTERuB/OvuzChQu0t7dbA9/JkycJDg62CZYA06dPx9vbm4qKCuu14uJivLy8WLFihU1tQkICr776KqGhoTbXm5ubqampITY21rqWu7s78+fPt6kLDw8nLCzMZi0Ag8HA8uXLsVgsNmH0aaKdSxERkQGk8/TK/m6hT56Red/4HnV1daSlpZGcnMzevXvtxv38/Dh06BBDhw61G7t+/TqA3ZG40WgkJCTEGgTz8/Pp6Oiwm9/Z2UlnZ6d1fk9PD2fPniUqKgovLy8A7ty5g6urKx4eHnaB88Fanp6eREREALBhwwZaW1txdXW1qbNYLNy4ccOu18uXL7N48WKWLl3KiRMnKCkpcfg+DWYKlyIiIgNIb/sf+ruFP6uDBw/i4eHR57ibm5vdbuED+/fvB2DSpEk2100mk3XXEmDkyJEO5xcVFdHT00NkZCRw/ws1d+/e5bnnnuPYsWMUFBRQU1ODq6srkZGRrFq1ilGjRtmtFRkZaX0N/v7+djusAJ999hktLS1Mnz7d5vquXbse+vqfBjoWFxERkSfmcYNVYWEhZrOZ8PBwm8DW0tJCdXW19Zi6L6dOnaKwsBAvLy9efvllAG7evAmA2Wxm7dq1TJs2DYPBwNKlSzl79iwpKSnWb4QDdHd3c+rUKZsg60htbS05OTm4urqSkpJiM/a0B0tQuBQREZEBrrCwkPz8fHx9fdm0aZPNUXNZWRkeHh5MnDixz/nl5eVkZmbS29vLunXrrDubDx5rVFdXx4YNG0hLS2PGjBn89V//NRs3bqS9vZ38/Hzrfc6ePcvt27cfGi4vXbpEWloaN2/eJDMzk+eff/6bvvxBR8fiIiIiMiB1d3eTk5NDSUkJAQEB7Nixg+DgYJsao9FIZGSkw89oAnzyySds3ryZIUOG8Pbbb9vsenp6egIQEBDACy+8YDMvLi6OkSNHYjabrddMJhNjxowhKCjI4VpGo5G33nqLjo4OMjMzSUpKeqzXPdgpXIqIiAwgLsPD+7uFAaGjo4OsrCzKysoICwsjLy+PwMBAm5ru7m7MZjOpqakO7/Huu+/y/vvv4+3tzZYtW4iKirIZf7CD6evr63C+n58fNTU11v8bjcY+j9+Li4vZunUrLi4urF+/ntmzZ3/t1/q0UbgUEREZQJzxjezBrrOzk/T0dM6dO0dkZCQGgwFvb2+7uqqqKm7duuXwmHrbtm0cOHCAwMBAcnNzHT7I/Dvf+Q4hISH88Y9/5O7duza7n729vTQ0NPDcc88B0NjYyJUrV3jzzTft7lNUVERubi7Dhw/HYDA89Ij+WaDPXIqIiMiAkp2dzblz54iLi2P79u0OgyXcP6YeNWqU3VF5SUkJBw4cICQkpM9fyHngr/7qr7h9+zYffPCBzfWPPvqItrY2XnzxReD+rqWXlxcTJkywqSsrKyMvLw8fHx/y8/Of+WAJ2rkUERGRAaSqqoojR47g7u5OdHQ0R48etasJDg5m/Pjxdo8ggvu7nrt27QJgxowZDn+33NPTkxkzZgDw8ssvYzQayc/Pp66ujokTJ3Lp0iU++ugjxo4dyyuvvALcD7JRUVG4udlGp23btmGxWIiLi6O6uprq6mq79ebMmfNY78VgpXApIiIiA8aDL9B0dXVhMBgc1iQmJhIYGEhNTQ0rV660Gbt48aL1ZyW/uhv5QFBQkDVcenh4sHPnTv7xH/+R3/zmNxw7dozvfve7/PjHP2b58uUMGzaMrq4uTp8+TUZGhs19GhsbuXr1KgClpaWUlpY6XO9ZC5dD2traLP3dhIiIyLOiubmZESNG9HcbMsgN5L8jfeZSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJzGrb8bEBERkWfT+fPnWbZsGbt27WLSpEk2Y5WVlezdu5fz589z584dAgMDmT17Nj//+c/x8PCwu9fhw4fZuHEjR48eZdiwYXz++efs2bOHkydPcuPGDb773e8SHR3Na6+9xogRIwBoaGjghz/84UN7DAoK4uOPP7brbfny5ZSUlBAcHExbWxv/8A//wO9+9zuam5vx9vZm0qRJLF++nNGjR/d574aGBn72s5/x5ptvMm/evK/3pg0CCpciIiLyxNXX17N69Wp6e3vtxioqKlixYgW+vr4kJyfj4+OD2WymoKCAqqoq3nnnHVxcbA9fTSYTERERDBs2jBs3bpCSksLNmzdZuHAho0ePpra2lo8++oiTJ0+yd+9e/P39+e53v8u6desc9vfpp59SXl7OCy+8YDdmMpkIDQ0lODiYu3fvkpqaypUrV5g3bx7jxo2joaGB4uJiysvLKSgoYOzYsXb3aG1tJSMjg87Ozsd8BwcuhUsRERF5oo4fP052djbt7e0Oxzdu3IiXlxf79u3D398fgKSkJHJzcykqKuLYsWPMmjXLWt/T00N5eTnLli0DYPfu3bS0tLB9+3aio6OtdVOmTGHVqlW89957rF69Gk9PT+bMmWO3fnV1NRUVFfzlX/4lv/jFL+zGjUYjMTExABQVFVFbW0tWVhYLFy601syaNYslS5awc+dOcnNzbeZXVlaydu1ampqavu5bNqjoM5ciIiLyxGRkZLBmzRr8/PxISEiwG29qaqK+vp74+HhrsHwgMTERuB/OvuzChQu0t7dbA9/JkycJDg62CZYA06dPx9vbm4qKij776+3tZf369QD87d/+LW5utvtwzc3N1NTUEBsba13L3d2d+fPn29SFh4cTFhZmt5bBYGD58uVYLBabMPo00c6liIjIALLnf67v7xb69P8lrv3G96irqyMtLY3k5GT27t1rN+7n58ehQ4cYOnSo3dj169cB7I7EjUYjISEhhIaGApCfn09HR4fd/M7OTjo7O+3mf9knn3xCdXU1S5cutd7vq2t5enoSEREBwIYNG2htbcXV1dWmzmKxcOPGDbu1Ll++zOLFi1m6dCknTpygpKSkz14GK4VLERGRAeSPzbX93cKf1cGDBx1+IecBNzc3h6EOYP/+/QB2X/4xmUzWXUuAkSNHOpxfVFRET08PkZGRDse7u7spKCjAx8eHV1991WGNyWQiMjLS+hr8/f3tdlgBPvvsM1paWpg+fbrN9V27dj309T8NdCwuIiIiT8zjBqvCwkLMZjPh4eE2ga2lpYXq6mrrMXVfTp06RWFhIV5eXrz88ssOa44ePcoXX3zBT3/6Uzw9Pe3Gu7u7OXXqlE2QdaS2tpacnBxcXV1JSUmxGXvagyUoXIqIiMgAV1hYSH5+Pr6+vmzatMnmqLmsrAwPDw8mTpzY5/zy8nIyMzPp7e1l3bp1fe5s/o//8T8YOnQoP/nJTxyOnz17ltu3bz80XF66dIm0tDRu3rxJZmYmzz///Nd8lU8PhUsREREZkLq7u9m0aRP5+fkEBATw7rvvEhwcbFNjNBqJjIx0+BlNuP8ZyjfeeIOenh7efvttu2PqB5qbmzl//jyxsbEMHz7cYY3JZGLMmDEEBQU5HDcajbz22mu0tbWRmZlJUlLSI7zap4c+cykiIjKA/LsR9s9EfBZ1dHSQlZVFWVkZYWFh5OXlERgYaFPT3d2N2WwmNTXV4T3effdd3n//fby9vdmyZQtRUVF9rvd//s//wWKxMHv27D5rjEZjn8fvxcXFbN26FRcXF9avX//Q+zztFC5FREQGEGd8I3uw6+zsJD09nXPnzhEZGYnBYMDb29uurqqqilu3bjk8pt62bRsHDhwgMDCQ3Nxchw8y/7LKykpcXFyYPHmyw/HGxkauXLnCm2++aTdWVFREbm4uw4cPx2AwPPSI/lmgcCkiIiIDSnZ2NufOnSMuLo7Nmzfj7u7usM5kMjFq1Ci7o/KSkhIOHDhASEgIu3fvJiAg4E+uefHiRUJDQ/Hy8nI4bjQa8fLyYsKECTbXy8rKyMvLw8fHh927d//JEPssULgUERGRAaOqqoojR47g7u5OdHQ0R48etasJDg5m/Pjxdo8ggvu7nrt27QJgxowZnDlzxm6+p6cnM2bMsP6/p6eHa9euMWXKlD77MplMREVF2T1Ufdu2bVgsFuLi4qiurqa6utpurqNfAXqaKVyKiIjIgGE2mwHo6urCYDA4rElMTCQwMJCamhpWrlxpM3bx4kXrz0p+8MEHDucHBQXZhMt/+7d/o7e3l29/+9sO67u6ujh9+jQZGRk21xsbG7l69SoApaWllJaWOpz/rIXLIW1tbZb+bkJERORZ0dzczIgRI/q7DRnkBvLfkR5FJCIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIi/eL8+fNMnTqVM2fO2I1VVlaSnp7OzJkziY2NZdGiRezZs4d79+45vNfhw4eZNm0ad+7cAeDzzz9n3bp1zJ07l+joaObOncuGDRtobm62m3v16lWysrJ48cUXiY2N5Sc/+QlFRUX09vY6XKuyspLJkydz7do1ANra2sjJyWHBggXExMSQkJBAVlYWdXV1D339DQ0NxMfHU1pa+tC6wcatvxsQERGRZ099fT2rV692GOAqKipYsWIFvr6+JCcn4+Pjg9lspqCggKqqKt555x1cXGz3x0wmExEREQwbNowbN26QkpLCzZs3WbhwIaNHj6a2tpaPPvqIkydPsnfvXvz9/YH7AS8lJYW7d+/y4x//mOeee44TJ06Qm5vL1atX+Zu/+Ru7/kwmE6GhoQQHB3P37l1SU1O5cuUK8+bNY9y4cTQ0NFBcXEx5eTkFBQWMHTvW7h6tra1kZGTQ2dnppHd04FC4FBERkSfq+PHjZGdn097e7nB848aNeHl5sW/fPmsITEpKIjc3l6KiIo4dO8asWbOs9T09PZSXl7Ns2TIAdu/eTUtLC9u3byc6OtpaN2XKFFatWsV7773H6tWrAdi/fz/t7e1kZ2fz4osvWtdKS0vjww8/5KWXXmL06NE2/RmNRmJiYgAoKiqitraWrKwsFi5caK2ZNWsWS5YsYefOneTm5trMr6ysZO3atTQ1NT3O2zfg6VhcREREnpiMjAzWrFmDn58fCQkJduNNTU3U19cTHx9vDZYPJCYmAvfD2ZdduHCB9vZ2a+A7efIkwcHBNsESYPr06Xh7e1NRUWG9Vl9fD8C0adNsauPj4wGorq62ud7c3ExNTQ2xsbHWtdzd3Zk/f75NXXh4OGFhYTZrARgMBpYvX47FYrEJo08T7VyKiIgMIB9//HF/t9CnBQsWfON71NXVkZaWRnJyMnv37rUb9/Pz49ChQwwdOtRu7Pr16wB2R+JGo5GQkBBCQ0MByM/Pp6Ojw25+Z2cnnZ2dNvNHjx7NyZMn+b//9//y/e9/33r9QegcMWKE3Vqenp5EREQAsGHDBlpbW3F1dbWps1gs3Lhxw67Xy5cvs3jxYpYuXcqJEycoKSmx63OwU7gUEREZQL744ov+buHP6uDBg3h4ePQ57ubmZg2JX7V//34AJk2aZHPdZDJZdy0BRo4c6XB+UVERPT09REZGWq+9+uqrlJeXs379elatWkVwcDC/+93v+PDDD4mKimLChAl2a0VGRlpfg7+/v90OK8Bnn31GS0sL06dPt7m+a9euh77+p4GOxUVEROSJedxgVVhYiNlsJjw83CawtbS0UF1dbT2m7supU6coLCzEy8uLl19+2Xrd39+f1157jS+++IIVK1bwwx/+kK1bt/L973+fnJwchgwZYq3t7u7m1KlTNkHWkdraWnJycnB1dSUlJcVm7GkPlqBwKSIiIgNcYWEh+fn5+Pr6smnTJpuj5rKyMjw8PJg4cWKf88vLy8nMzKS3t5d169bZ7Gzu27ePrKwsfH19WbNmDVu2bOFnP/sZv//970lLS+PmzZvW2rNnz3L79u2HhstLly5Z52VmZvL8889/w1c/+OhYXERERAak7u5ucnJyKCkpISAggB07dhAcHGxTYzQaiYyMdPgZTYBPPvmEzZs3M2TIEN5++22bXc9bt25RUFDAiBEjeP/99xk+fDgAL7zwAuHh4fzqV7/i/fff5/XXXwfuH4mPGTOGoKAgh2sZjUbeeustOjo6yMzMJCkpyRlvw6CjcCkiIjKABAQE9HcLA0JHRwdZWVmUlZURFhZGXl4egYGBNjXd3d2YzWZSU1Md3uPdd9/l/fffx9vbmy1bthAVFWUzXl9fz927d5kxY4Y1WD4we/ZsNm/ejNlstl4zGo19Hr8XFxezdetWXFxcWL9+PbNnz36cl/1UULgUEREZQJzxjezBrrOzk/T0dM6dO0dkZCQGgwFvb2+7uqqqKm7duuXwmHrbtm0cOHCAwMBAcnNzHT7I/MHnH3t6euzGLBYLvb29WCwWABobG7ly5QpvvvmmXW1RURG5ubkMHz4cg8Hw0CP6Z4E+cykiIiIDSnZ2NufOnSMuLo7t27c7DJZw/5h61KhRdkflJSUlHDhwgJCQkD5/IQcgLCyMoKAgjh49avct/Y8//pi7d+8yZcoU4P6upZeXl923x8vKysjLy8PHx4f8/PxnPliCdi5FRERkAKmqquLIkSO4u7sTHR3N0aNH7WqCg4MZP3683SOI4P6u565duwCYMWOGw98t9/T0ZMaMGbi4uPBf/+t/5Y033uDVV1/lRz/6EX5+flRVVfHpp58yZswYlixZAtwPslFRUbi52Uanbdu2YbFYiIuLo7q62u6h6wBz5sx57PdjMFK4FBERkQHjwWccu7q6MBgMDmsSExMJDAykpqaGlStX2oxdvHjR+rOSH3zwgcP5QUFBzJgxA7j/k5CFhYUUFhZy8OBBOjo6CAgIIDk5mZSUFLy9venq6uL06dNkZGTY3KexsZGrV68CUFpaSmlpqcP1nrVwOaStrc3S302IiIg8K5qbm+1+9UXkUQ3kvyN95lJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJERET6xfnz55k6dSpnzpyxG6usrCQ9PZ2ZM2cSGxvLokWL2LNnD/fu3XN4r8OHDzNt2jTu3LkDwOeff866deuYO3cu0dHRzJ07lw0bNtDc3Gw3t7a2llWrVvGf/tN/4oUXXuC1117DaDT22XdlZSWTJ0/m2rVrALS1tZGTk8OCBQuIiYkhISGBrKws6urqHvr6GxoaiI+Pp7S09KF1g41bfzcgIiIiz576+npWr15Nb2+v3VhFRQUrVqzA19eX5ORkfHx8MJvNFBQUUFVVxTvvvIOLi+3+mMlkIiIigmHDhnHjxg1SUlK4efMmCxcuZPTo0dTW1vLRRx9x8uRJ9u7di7+/PwC///3vSUtL4969e/zoRz8iNDSU3/72t2RkZPDGG2/w0ksv2fVnMpkIDQ0lODiYu3fvkpqaypUrV5g3bx7jxo2joaGB4uJiysvLKSgoYOzYsXb3aG1tJSMjg87OTie9owOHwqWIiIg8UcePHyc7O5v29naH4xs3bsTLy4t9+/ZZQ2BSUhK5ubkUFRVx7NgxZs2aZa3v6emhvLycZcuWAbB7925aWlrYvn070dHR1ropU6awatUq3nvvPVavXg3Ali1b6OjosKn98Y9/zC9/+Ut27NhBTEwMoaGhNv0ZjUZiYmIAKCoqora2lqysLBYuXGitmTVrFkuWLGHnzp3k5ubazK+srGTt2rU0NTU91vs30OlYXERERJ6YjIwM1qxZg5+fHwkJCXbjTU1N1NfXEx8fbw2WDyQmJgL3w9mXXbhwgfb2dmvgO3nyJMHBwTbBEmD69Ol4e3tTUVFhXevixYtERUXZ1A4ZMoSf//zndHV12R1ZNzc3U1NTQ2xsrHUtd3d35s+fb1MXHh5OWFiYda0HDAYDy5cvx2Kx2ITRp4l2LkVERAaQgz/c398t9OmnH738je9RV1dHWloaycnJ7N27127cz8+PQ4cOMXToULux69evA9gdiRuNRkJCQqw7jPn5+XR0dNjN7+zspLOz0zr/wc7h9773PbvaB/e6ePGi3Vqenp5EREQAsGHDBlpbW3F1dbWps1gs3Lhxw67Xy5cvs3jxYpYuXcqJEycoKSmxW3uwU7gUEREZQBorP+/vFv6sDh48iIeHR5/jbm5udsfQD+zffz94T5o0yea6yWSy7loCjBw50uH8oqIienp6iIyMBMDT0xOA27dv29W2tbUB2H0ByGQyERkZaX0N/v7+djusAJ999hktLS1Mnz7d5vquXbse+vqfBjoWFxERkSfmcYNVYWEhZrOZ8PBwm8DW0tJCdXW19Zi6L6dOnaKwsBAvLy9efvn+DuyYMWMYPnw4v/vd77h165ZN/dGjRwG4e/eu9Vp3dzenTp2yCbKO1NbWkpOTg6urKykpKTZjT3uwBIVLERERGeAKCwvJz8/H19eXTZs22Rw1l5WV4eHhwcSJE/ucX15eTmZmJr29vaxbt866s+nm5saSJUu4fv06r7/+OhUVFVy7do2DBw9ag6ib2/875D179iy3b99+aLi8dOkSaWlp3Lx5k8zMTJ5//nknvAODi47FRUREZEDq7u4mJyeHkpISAgIC2LFjB8HBwTY1RqORyMhIh5/RBPjkk0/YvHkzQ4YM4e2337Y7pn755Zfp6uqisLCQ1157Dbh/rL5hwwZyc3MZPny4tdZkMjFmzBiCgoIcrmU0Gnnrrbfo6OggMzOTpKSkb/LyBy2FSxERkQEkMMJxcHnWdHR0kJWVRVlZGWFhYeTl5REYGGhT093djdlsJjU11eE93n33Xd5//328vb3ZsmULUVFRDut+/vOf85Of/ISamhqGDRvG2LFj6enpobGxkR/84AfWOqPR2Ofxe3FxMVu3bsXFxYX169cze/bsx3zlg5/CpYiIyADijG9kD3adnZ2kp6dz7tw5IiMjMRgMeHt729VVVVVx69Yth8fU27Zt48CBAwQGBpKbm+vwQeYA//Iv/4KHhwfx8fGMHz/eer28vJyuri7rl4caGxu5cuUKb775pt09ioqKrLucBoPhoUf0zwKFSxERERlQsrOzOXfuHHFxcWzevBl3d3eHdSaTiVGjRtkdlZeUlHDgwAFCQkLYvXs3AQEBfa516NAhampq+PDDD/Hx8QHg1q1b5OfnM2LECOuzOI1GI15eXkyYMMFmfllZGXl5efj4+LB79+4+Q+yzROFSREREBoyqqiqOHDmCu7s70dHR1m9tf1lwcDDjx4+3ewQR3N/13LVrFwAzZsxw+Lvlnp6ezJgxA4CUlBTS09N57bXX+OEPf4jFYqGkpIRr166Rk5PDsGHDgPtBNioqyuYLPnB/h9RisRAXF0d1dTXV1dV2682ZM+ex3ovBSuFSREREBgyz2QxAV1cXBoPBYU1iYiKBgYHU1NSwcuVKm7GLFy9af1bygw8+cDg/KCjIGi4nT57M9u3bKSgoID8/Hzc3N/7iL/6CX/3qV4wbN87ay+nTp8nIyLC5T2NjI1evXgWgtLTU7td8HnjWwuWQtrY2S383ISIi8qxobm5mxIgR/d2GDHID+e9Iz7kUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQREZF+cf78eaZOncqZM2fsxiorK0lPT2fmzJnExsayaNEi9uzZw7179xze6/Dhw0ybNo07d+4A0NrayubNm1mwYAFxcXEkJydTXFyMxWKxm9vW1kZOTg7z58+31n7yySd99l1ZWcnkyZO5du2azfwFCxYQExNDQkICWVlZ1NXVPfT1NzQ0EB8fT2lp6UPrBhu3/m5AREREnj319fWsXr2a3t5eu7GKigpWrFiBr68vycnJ+Pj4YDabKSgooKqqinfeeQcXF9v9MZPJREREBMOGDePWrVssX76cxsZGkpKSCAkJoaysjC1btlBbW8vq1aut8zo7O3n99depqakhKSmJ0aNH87/+1//i7bff5vr16yxZssSuP5PJRGhoKMHBwdy9e5fU1FSuXLnCvHnzGDduHA0NDRQXF1NeXk5BQQFjx461u0draysZGRl0dnY64d0cWBQuRURE5Ik6fvw42dnZtLe3OxzfuHEjXl5e7Nu3D39/fwCSkpLIzc2lqKiIY8eOMWvWLGt9T08P5eXlLFu2DIB/+qd/4urVq2RnZ/Piiy8CsGjRIjIzMykuLuall14iNDQUgF//+tf84Q9/4O233yYhIQGAhQsXsnLlSgoKCpg7dy4jR4606c9oNBITEwNAUVERtbW1ZGVlsXDhQmvNrFmzWLJkCTt37iQ3N9dmfmVlJWvXrqWpqemx38OBTMfiIiIi8sRkZGSwZs0a/Pz8rGHuy5qamqivryc+Pt4aLB9ITEwE7oezL7tw4QLt7e3WwHfv3j3GjRvHzJkzbeqmTJmCxWLh0qVL1muHDx8mICDAppchQ4bwyiuv0NXVxW9+8xubezQ3N1NTU0NsbCwAJ0+exN3dnfnz59vUhYeHExYWRkVFhc11g8HA8uXLsVgsNmH0aaKdSxERkQHkxdIv+ruFPv3LvIBvfI+6ujrS0tJITk5m7969duN+fn4cOnSIoUOH2o1dv34dwO5I3Gg0EhISYt2N/MUvfuFw7Qeh8rnnngPg1q1b1NXVMWPGDLvaH/zgB8D94PrVtTw9PYmIiABgw4YNtLa24urqalNnsVi4ceOGXa+XL19m8eLFLF26lBMnTlBSUuKw18FM4VJERGQAOdXc1d8t/FkdPHgQDw+PPsfd3NysIfGr9u/fD8CkSZNsrptMJuuu5Vd1dnZy7do1Dh8+zD//8z8THx/P97//fQC++OILLBaL3bE3wLBhwxg+fDgNDQ12a0VGRlpfg7+/v90OK8Bnn31GS0sL06dPt7m+a9euh77+p4GOxUVEROSJedxgVVhYiNlsJjw83CawtbS0UF1dbT2m/qrdu3eTnJzMBx98wL/7d/+OlStXWsdu3boFwLe+9S2Hc4cNG2bzhZvu7m5OnTrVZ5B9oLa2lpycHFxdXUlJSbEZe9qDJShcioiIyABXWFhIfn4+vr6+bNq0yeaouaysDA8PDyZOnOhw7rRp09i6dSsrVqzg3/7t31i8eDG///3vbWocPZ7owfUvH3efPXuW27dvPzRcXrp0ibS0NG7evElmZibPP//8o7zUp4LCpYiIiAxI3d3dbNq0ifz8fAICAnj33XcJDg62qTEajURGRjr8jCZAVFQU06dP59VXX2XXrl3cuXOHHTt2AP9vx/LBszG/6s6dO3h7e1v/bzKZGDNmDEFBQQ7rjUYjr732Gm1tbWRmZpKUlPTIr/lpoM9cioiIDCBRI9z7u4UBoaOjg6ysLMrKyggLCyMvL4/AwECbmu7ubsxmM6mpqV/rnv/xP/5HxowZw8WLF4H7X+wZMmQIX3xh/yWqzs5Obt68SUDA//sSk9Fo7PP4vbi4mK1bt+Li4sL69euZPXv2132pTx2FSxERkQHEGd/IHuw6OztJT0/n3LlzREZGYjAYbHYQH6iqquLWrVs2x9QWi4VXXnkFDw8P3nvvPbs5t2/ftu5yfutb32L06NF2x+Rw/9eDAMaPHw9AY2MjV65c4c0337SrLSoqIjc3l+HDh2MwGPo8on9W6FhcREREBpTs7GzOnTtHXFwc27dvdxgs4f4x9ahRo2yOyocMGcKIESM4f/485eXlNvW/+c1v+Pzzz20ePTRnzhw+//xzjhw5Yr1msVj44IMP8PDwsD7/0mg04uXlxYQJE2zuWVZWRl5eHj4+PuTn5z/zwRK0cykiIiIDSFVVFUeOHMHd3Z3o6GiOHj1qVxMcHMz48eP7fATRypUr+dd//VfWrFnDokWLCAkJ4cKFC/zP//k/GTVqlM0x+ksvvcSnn37KunXr+MMf/kBoaChHjx7FbDbz+uuvWx8zZDKZiIqKws3NNjpt27YNi8VCXFwc1dXVVFdX2/UzZ86cb/q2DCoKlyIiIjJgmM1mALq6ujAYDA5rEhMTCQwMpKamxubRQg+MGjWKffv2sXv3bkpLS7l58yYjR44kOTmZpUuX2uyEDhs2jN27d/P3f//3HD58mNu3bzNq1Cj+23/7b8ydO9fay+nTp8nIyLBZp7GxkatXrwJQWlpKaWmpw36ftXA5pK2tzfH370VERMTpmpubGTFiRH+3IYPcQP470mcuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRESkX5w/f56pU6dy5swZu7HKykrS09OZOXMmsbGxLFq0iD179nDv3j2H9zp8+DDTpk3jzp07ALS2trJ582YWLFhAXFwcycnJFBcXY7FYHrunL/c2efJkrl27BkBbWxs5OTksWLCAmJgYEhISyMrKoq6u7qFrNTQ0EB8fT2lp6UPrBhu3/m5AREREnj319fWsXr2a3t5eu7GKigpWrFiBr68vycnJ+Pj4YDabKSgooKqqinfeeQcXF9v9MZPJREREBMOGDePWrVssX76cxsZGkpKSCAkJoaysjC1btlBbW8vq1asfuaevrhUaGkpwcDB3794lNTWVK1euMG/ePMaNG0dDQwPFxcWUl5dTUFDA2LFj7e7R2tpKRkYGnZ2dj/CuDQ4KlyIiIvJEHT9+nOzsbNrb2x2Ob9y4ES8vL/bt24e/vz8ASUlJ5ObmUlRUxLFjx5g1a5a1vqenh/LycpYtWwbAP/3TP3H16lWys7N58cUXAVi0aBGZmZkUFxfz0ksvERoa+kg9fZnRaCQmJgaAoqIiamtrycrKYuHChdaaWbNmsWTJEnbu3Elubq7N/MrKStauXUtTU9OfXGsw0rG4iIiIPDEZGRmsWbMGPz8/EhIS7Mabmpqor68nPj7eGiwfSExMBO6Hsy+7cOEC7e3t1sB37949xo0bx8yZM23qpkyZgsVi4dKlS4/U05c1NzdTU1NDbGwsACdPnsTd3Z358+fb1IWHhxMWFkZFRYXNdYPBwPLly7FYLDZh9GminUsREZEBxHN9Wn+30KfOtX//je9RV1dHWloaycnJ7N27127cz8+PQ4cOMXToULux69evA9gdiRuNRkJCQqy7kb/4xS8crv0gVD733HOP1NNX1/L09CQiIgKADRs20Nraiqurq02dxWLhxo0bdr1evnyZxYsXs3TpUk6cOEFJSclD1xuMFC5FREQGENfa3/d3C39WBw8exMPDo89xNzc3uyPrB/bv3w/ApEmTbK6bTCbrruVXdXZ2cu3aNQ4fPvz/s3fnYVFf9/7A37KYIBSogMSaaN2IWywijAgK9EIwJhRr4KZsbbUYFBJGRhZD3aJGk4oL2qREayppm1h6y40xJFbb69Le7xeRTbwTFJEAIoszBkcQnQFkfn/4OL9MZgYRJzLC+/U8fVrP93O+55x5+OPd893w2WefITAwENOnT3+gOX17LG9vb129q6urwQ4rABw9ehTXrl1DQECAXvt7773X57EeV7wsTkRERI9Mf4PVBx98gDNnzmDKlCl6ge3atWu4ePGi7jL1t73//vuIiYnBn//8ZzzzzDNISUnp95y6u7tRXFxsMsjeU1NTg6ysLFhbWyM+Pr5fYz3OGC6JiIjIon3wwQfYu3cvRo4cibffflvvUnNhYSGGDx8OLy8vo33nzZuH7du347XXXsONGzcQFxeHysr+7Q6fPXsWHR0dvYbLqqoqJCUlob29HampqZg6dWq/xnqcMVwSERGRReru7sbbb7+NvXv3YtSoUcjJycGYMWP0agRBgLe3t9F7NAHAx8cHAQEB+OUvf4n33nsParUav/3tb/s1H1EUMX78eIwePdrocUEQsGLFCqhUKqSmpiIyMrJf4zzueM8lERGRBbkzcdpAT8Ei3Lp1C5mZmSgsLMSECROQnZ2Np556Sq+mu7sbZ86cQWJiYp/O+eyzz2L8+PE4f/58v+YkCILJy+/5+fnYvn07rKyssGnTJixYsKBfYwwGDJdEREQWxBxPZD/ubt++jZUrV6KiogLe3t7Ytm0bHBwcDOrOnTuHmzdv6l2m1mq1+PnPf47hw4fjD3/4g0Gfjo4Ok7ucvWlpaUFtbS3S09MNjh08eBC7du2Co6Mjtm3bZvIS/VDBy+JERERkUbZs2YKKigrMnz8fu3fvNhosgbuXqceNG6d3qXzYsGFwc3ODXC7H6dOn9er//ve/o7m5GUFBQQ88J0EQYG9vD09PT732wsJCZGdnw8nJCXv37h3ywRLgziURERFZkHPnzuHYsWOwtbXF3Llz8c9//tOgZsyYMZg5c6bJVxClpKTg//7v/7B69WpERETg6aefxpdffonPP/8c48aN6/Nl9G8SRRE+Pj6wsdGPTjt37oRWq8X8+fNx8eJFXLx40aDvwoULH3i8xxnDJREREVmMM2fOAAC6urqwbds2ozUvvfQSnnrqKVy6dMnoq4XGjRuHDz/8EO+//z4KCgrQ3t4Od3d3xMTE4Fe/+pXJnVBTurq6UFJSAplMptfe0tKC+vp6AEBBQQEKCgqM9h9q4XKYSqXSDvQkiIiIhgqlUgk3N7eBngY95iz574j3XBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIREdGAkMvl8PX1RWlpqdHj5eXlkEgkaGxsNDjW3t6OsLAw7Nu3z+T5Ozs7ERAQgMOHDwMAuru78dFHHyE6Ohrz5s1DUFAQVqxYgcLCQoO+arUaOTk5iIiIgJ+fH4KDgyGTySCXy/u52qGD4ZKIiIgeucuXLyMjIwM9PT0ma0RRxNixYzFmzBi9drVajbS0NCgUil7HKC0thVqtxty5cwEA77zzDnbv3g1XV1dIpVIsXboUCoUCKSkpKCgo0PXTarVIT0/HgQMH4OHhgVWrViEqKgrnz59HQkICzpw58xArH/xsBnoCRERENLScOHECW7ZsQVtbW691giDAz89Pr62mpgZr165FTU3NfccRRREeHh5wc3PDuXPncPjwYYSGhuKtt97S1URERCA2NhbZ2dlYsGABbG1tcezYMRQVFWHJkiVISkrS1YaHhyM6Oho7duxAXl7eA6566ODOJRERET0yMpkMq1evhouLC0JDQ03WKZVKXLp0Cf7+/rq23NxcxMXFQalUIiYm5r5jiaKoC6f3dhsjIiL0ahwcHBAYGIi2tjZUV1f3Wuvu7g4vLy/U1tZCpVLdf7FDFHcuiYiILMjtkpSBnoJJdt7ZD32Ouro6JCUlISYmBrm5uSbrBEGAnZ0dZs2apWurqqpCWFgYli9fjvr6enz88ccm+1+5cgUNDQ26cBkVFYWAgACMGzfOoLa1tRUAYG1tDQBITk5GZGQkRo0aZbLWyor7c6YwXBIREVmQnrYLAz2F71ReXh6GDx9+3zpRFOHt7a1Xu3HjRt2/6+vre+0vCAIcHR3x3HPPAbi7Q+nh4WFQ19jYiJMnT8LJyQkTJ04EADg7O8PZ2dmgtqKiAnK5HJMnT4ajo+N91zBUMXYTERHRI9OXYNnd3Y3i4mKD+y370vceQRAwZ84c3W6kMTdv3kRmZiY6OzuxbNky2NiY3nNTKBRYv349ACAhIaHP8xiKGC6JiIjIopw9exYdHR0G4bKv1Go1ysvLe+1/48YNSKVSXLhwASEhIXjllVdM1jY1NSExMRHNzc2Ii4tDYGBgv+Y1VDBcEhERkUURRRHjx4/H6NGj+9W/pKQEnZ2dulcQfVtDQwPi4+Mhl8vx/PPPY9OmTRg2bJjR2srKSsTHx6OhoQGxsbGQSqX9mtNQwnsuiYiILIiV45SBnsKAEwRB7ynxByWKIqZMmYKRI0caHDt37hzS0tKgUqkQFRWFlJQUkw/nnDp1CuvWrYNGo4FUKkVcXFy/5zSUMFwSERFZEHM8kf04a2lpQW1tLdLT0/t9DlEU8eKLLxq0V1RUQCqVQqPR6F6Mbsrx48exZs0aWFtbY+vWrQgODu73fIYahksiIiKyGIIgwN7eHp6env3qX1dXh6amJoNL4kqlEunp6VCr1di4cSNeeOEFk+eorq7Ghg0bYGNjg+zsbMyePbtfcxmqGC6JiIjIYoiiCB8fn16f3O6NIAhwdnbG9OnT9dr3798PlUqFGTNmQKvV4siRIwZ9JRIJXFxcsGfPHmg0Gvj7+0OhUBitDQoKgp2dXb/mONgxXBIREZFF6OrqQklJCWQyWb/PUVhYCF9fX4P7KIuKigAAcrkccrncaN+cnBw4OTmhrKwMwN2gKgiC0dpDhw4xXJowTKVSaQd6EkREREOFUqmEm5vbQE+DHnOW/HfEVxERERERkdkwXBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIREdGAkMvl8PX1RWlpqdHj5eXlkEgkaGxsBACoVCpkZWVh0aJF8PPzQ2hoKDIzM1FXV2e0f2dnJwICAnD48GEAQHd3Nz766CNER0dj3rx5CAoKwooVK1BYWGjQV61WIycnBxEREfDz80NwcDBkMhnkcrl5Fj+IMVwSERHRI3f58mVkZGSgp6fHZI0oihg7dizGjBkDjUaDxMRE5Ofnw8fHB2lpaQgPD8fp06exdOlS1NTUGPQvLS2FWq3G3LlzAQDvvPMOdu/eDVdXV0ilUixduhQKhQIpKSkoKCjQ9dNqtUhPT8eBAwfg4eGBVatWISoqCufPn0dCQgLOnDlj/h9kELEZ6AkQERHR0HLixAls2bIFbW1tvdYJggA/Pz8AwMGDB1FTU4PMzEwsXrxYVxMSEoKlS5fi3Xffxa5du/T6i6IIDw8PuLm54dy5czh8+DBCQ0Px1ltv6WoiIiIQGxuL7OxsLFiwALa2tjh27BiKioqwZMkSJCUl6WrDw8MRHR2NHTt2IC8vzxw/xaDEnUsiIiJ6ZGQyGVavXg0XFxeEhoaarFMqlbh06RL8/f0BAEVFRbC1tUV4eLhe3ZQpUzBhwgSUlZUZnEMURV04vbfbGBERoVfj4OCAwMBAtLW1obq6utdad3d3eHl5oba2FiqV6gFWPbRw55KIiMiC7Pt800BPwaSEl9Y/9Dnq6uqQlJSEmJgY5ObmmqwTBAF2dnaYNWsWAGDz5s1obW2FtbW1Xp1Wq8X169dhZaW/X3blyhU0NDTowmVUVBQCAgIwbtw4g7FaW1sBQHfu5ORkREZGYtSoUSZrvz0e/X8Ml0RERBakQWl47+BgkpeXh+HDh9+3ThRFeHt762pdXV3h6upqUHf06FFcu3YNAQEBeu2CIMDR0RHPPfccgLs7lB4eHgb9GxsbcfLkSTg5OWHixIkAAGdnZzg7OxvUVlRUQC6XY/LkyXB0dLzvGoYqxm4iIiJ6ZPoSLLu7u1FcXKzbdTSlpqYGWVlZsLa2Rnx8vN4xQRAwZ84cg53Ob7p58yYyMzPR2dmJZcuWwcbG9J6bQqHA+vV3d24TEhLuu4ahjOGSiIiILMrZs2fR0dHRa7isqqpCUlIS2tvbkZqaiqlTp+qOqdVqlJeX99r/xo0bkEqluHDhAkJCQvDKK6+YrG1qakJiYiKam5sRFxeHwMDA/i1siGC4JCIiIosiiiLGjx+P0aNHGz0uCAJWrFgBlUqF1NRUREZG6h0vKSlBZ2en7hVE39bQ0ID4+HjI5XI8//zz2LRpE4YNG2a0trKyEvHx8WhoaEBsbCykUunDLW4I4D2XREREFuQZt4kDPYUBJwiC7inxb8vPz8f27dthZWWFTZs2YcGCBQY1oihiypQpGDlypMGxc+fOIS0tDSqVClFRUUhJSTH5cM6pU6ewbt06aDQaSKVSxMXFPdzChgiGSyIiIgtijieyH2ctLS2ora1Fenq6wbGDBw9i165dcHR0xLZt2+Dl5WX0HKIo4sUXXzRor6iogFQqhUaj0b0Y3ZTjx49jzZo1sLa2xtatWxEcHNz/RQ0xDJdERERkMQRBgL29PTw9PfXaCwsLkZ2dDScnJ7z//vu6J7u/ra6uDk1NTQaXxJVKJdLT06FWq7Fx40a88MILJudQXV2NDRs2wMbGBtnZ2Zg9e/ZDr2soYbgkIiIiiyGKInx8fAye3N65cye0Wi3mz5+Pixcv4uLFiwZ9Fy5cCEEQ4OzsjOnTp+sd279/P1QqFWbMmAGtVosjR44Y9JdIJHBxccGePXug0Wjg7+8PhUJhtDYoKAh2dnYPudrBieGSiIiILEJXVxdKSkogk8n02ltaWlBfXw8AKCgo0PsO+DctXLgQhYWF8PX1NbiPsqioCAAgl8shl8uN9s/JyYGTk5Puaz+CIEAQBKO1hw4dYrg0YZhKpdIO9CSIiIiGCqVSCTc3t4GeBj3mLPnviK8iIiIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiKiASGXy+Hr64vS0lKjx8vLyyGRSNDY2AgA6OjowHvvvYeIiAjMnz8fkZGRyM3NRXd3t9H+nZ2dCAgIwOHDhwEA3d3d+OijjxAdHY158+YhKCgIK1asQGFhoUFftVqNnJwcREREwM/PD8HBwZDJZJDL5WZa/eDFcElERESP3OXLl5GRkYGenh6TNaIoYuzYsRgzZgy6u7shk8nw5z//Gd7e3pDJZJgxYwZ+97vfIT093Wj/0tJSqNVqzJ07FwDwzjvvYPfu3XB1dYVUKsXSpUuhUCiQkpKCgoICXT+tVov09HQcOHAAHh4eWLVqFaKionD+/HkkJCTgzJkz5v0xBhmbgZ4AERERDS0nTpzAli1b0NbW1mudIAjw8/MDABw5cgRnz57F66+/jl/84hcAgJdffhkODg7461//ijNnzkAikej1F0URHh4ecHNzw7lz53D48GGEhobirbfe0tVEREQgNjYW2dnZWLBgAWxtbXHs2DEUFRVhyZIlSEpK0tWGh4cjOjoaO3bsQF5enrl+jkGHO5dERET0yMhkMqxevRouLi4IDQ01WadUKnHp0iX4+/sDAG7evIlJkyZh0aJFenVz5swBAFy4cMHgHKIo6sLpvd3GiIgIvRoHBwcEBgaira0N1dXVvda6u7vDy8sLtbW1UKlUfV3ykMOdSyIiIgvy6aefDvQUTPp2sOuPuro6JCUlISYmBrm5uSbrBEGAnZ0dZs2aBQCIjo5GdHS0QV1VVRUAYPTo0XrtV65cQUNDgy5cRkVFISAgAOPGjTM4R2trKwDA2toaAJCcnIzIyEiMGjXKZK2VFffnTGG4JCIisiAKhWKgp/CdysvLw/Dhw+9bJ4oivL29jdZqNBo0Nzfj5MmT+MMf/oDp06cjKChIr0YQBDg6OuK5554DcHeH0sPDw+BcjY2NOHnyJJycnDBx4kQAgLOzM5ydnQ1qKyoqIJfLMXnyZDg6OvZhtUMTwyURERE9Mn0Jlt3d3SguLsbrr79u9PihQ4ewY8cOAMD3v/99rF69Gra2tno1giBgzpw5ut1IY27evInMzEx0dnYiOTkZNjamY5FCocD69esBAAkJCfddw1DGPV0iIiKyKGfPnkVHR4fukva3zZgxA1lZWUhLS8Pw4cMRHx+Pf//737rjarUa5eXlJvsDwI0bNyCVSnHhwgWEhITglVdeMVnb1NSExMRENDc3Iy4uDoGBgf1f3BDAnUsiIiKyKKIoYvz48Qb3Ud4zffp03f8ODAxEVFQUtm/fjvnz5wMASkpK0NnZqXsF0bc1NDRAJpPh8uXLeP7557Fx40YMGzbMaG1lZSVSU1Px9ddfIzY2FlKp9CFXN/gxXBIREVkQYw+RDDWCIOieEr+fe09w//vf/4ZKpYKzszNEUcSUKVMwcuRIg/pz584hLS0NKpUKUVFRSElJMflwzqlTp7Bu3TpoNBpIpVLExcU91LqGCoZLIiIiC2KOJ7IfZy0tLaitrTV4MbpMJsNXX32F/Px8g3sjb926BSsrK939nKIo4sUXXzQ4d0VFBaRSKTQaje7F6KYcP34ca9asgbW1NbZu3Yrg4GAzrG5o4D2XREREZDEEQYC9vT08PT312kePHo3m5mZ89tlneu3l5eUoLy+Hj48PRowYgbq6OjQ1NRlcElcqlUhPT4darcabb77Za7Csrq7Ghg0bYGNjg927dzNYPiDuXBIREZHFEEURPj4+BruTy5YtgyiKyMrKQlVVFZ599ll89dVX+OSTT+Ds7IyMjAwAd8Ops7Oz3n2ZALB//36oVCrMmDEDWq0WR44cMRhbIpHAxcUFe/bsgUajgb+/PxQKhdHaoKAg2NnZmXHlgwfDJREREVmErq4ulJSUQCaTGRwbOXIkDhw4gL179+Lf//43Pv30U7i4uOCll17CsmXL4ObmBgAoLCyEr6+vwX2URUVFAAC5XA65XG50/JycHDg5OaGsrAzA3aAqCILR2kOHDjFcmjBMpVJpB3oSREREQ4VSqdQFIaL+suS/I95zSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJREREA0Iul8PX1xelpaVGj5eXl0MikaCxsdHo8ffeew8SicRk/87OTgQEBODw4cMAgO7ubnz00UeIjo7GvHnzEBQUhBUrVqCwsNCgr1qtRk5ODiIiIuDn54fg4GDIZDLI5fJ+rnboYLgkIiKiR+7y5cvIyMhAT0+PyRpRFDF27FiMGTPG4FhZWRn+9Kc/9TpGaWkp1Go15s6dCwB45513sHv3bri6ukIqlWLp0qVQKBRISUlBQUGBrp9Wq0V6ejoOHDgADw8PrFq1ClFRUTh//jwSEhJw5syZfq56aLAZ6AkQERHR0HLixAls2bIFbW1tvdYJggA/Pz+D9vb2drz55puwsbFBZ2enyf6iKMLDwwNubm44d+4cDh8+jNDQULz11lu6moiICMTGxiI7OxsLFiyAra0tjh07hqKiIixZsgRJSUm62vDwcERHR2PHjh3Iy8vrx8qHBu5cEhER0SMjk8mwevVquLi4IDQ01GSdUqnEpUuX4O/vb3DsN7/5DXp6evDyyy/3OpYoirpwem+3MSIiQq/GwcEBgYGBaGtrQ3V1da+17u7u8PLyQm1tLVQqVe8LHcK4c0lERGRB8n760UBPwaSfHYp96HPU1dUhKSkJMTExyM3NNVknCALs7Owwa9YsvfYvvvgC//jHP/Db3/4WZ8+eNdn/ypUraGho0IXLqKgoBAQEYNy4cQa1ra2tAABra2sAQHJyMiIjIzFq1CiTtVZW3J8zheGSiIjIgrSUNw/0FL5TeXl5GD58+H3rRFGEt7e3Xm1jYyOysrIQFRUFiUTSa7gUBAGOjo547rnnANzdofTw8DCoa2xsxMmTJ+Hk5ISJEycCAJydneHs7GxQW1FRAblcjsmTJ8PR0fG+axiqGLuJiIjokelLsOzu7kZxcbHe/ZZ37tzBm2++CXd3d737IE0RBAFz5szR7UYac/PmTWRmZqKzsxPLli2DjY3pPTeFQoH169cDABISEu47/lDGcElEREQW5ezZs+jo6NALlwcOHEBlZSU2bdqEJ554otf+arUa5eXlRh8GuufGjRuQSqW4cOECQkJC8Morr5isbWpqQmJiIpqbmxEXF4fAwMAHX9QQwnBJREREFkUURYwfPx6jR48GcPd9mB988AGio6MxatQoqFQqqFQqqNVqAHd3IFUqle61RiUlJejs7NS9gujbGhoaEB8fD7lcjueffx6bNm3CsGHDjNZWVlYiPj4eDQ0NiI2NhVQq/Q5WPLjwnksiIiIL8tSs0QM9hQEnCILeU+KiKOLOnTv44x//iD/+8Y8G9enp6QCAQ4cO4Qc/+AFEUcSUKVMwcuRIg9pz584hLS0NKpUKUVFRSElJMflwzqlTp7Bu3TpoNBpIpVLExcWZaYWDG8MlERGRBTHHE9mPs5aWFtTW1uoCIwC89NJL8PT0NKj9/PPPceTIEaxcuRKTJ0+Gi4sLgLth9MUXXzSor6iogFQqhUaj0b0Y3ZTjx49jzZo1sLa2xtatWxEcHPzwixsiGC6JiIjIYgiCAHt7e70wOWbMGKNf6bn3tPiUKVMwe/ZsAHdfddTU1GRwSVypVCI9PR1qtRobN27ECy+8YHIO1dXV2LBhA2xsbJCdna07N/UNwyURERFZDFEU4ePj0+uT270RBAHOzs6YPn26Xvv+/fuhUqkwY8YMaLVaHDlyxKCvRCKBi4sL9uzZA41GA39/fygUCqO1QUFBsLOz69ccBzuGSyIiIrIIXV1dKCkpgUwm6/c5CgsL4evra3AfZVFREYC7DwfJ5XKjfXNycuDk5ISysjIAd4OqIAhGaw8dOsRwacIwlUqlHehJEBERDRVKpRJubm4DPQ16zFny3xFfRUREREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREQDQi6Xw9fXF6WlpUaPl5eXQyKRoLGxEQBw5MgRSCQSo//ZuHGjQf/Ozk4EBATg8OHDAIDu7m589NFHiI6Oxrx58xAUFIQVK1agsLDQoK9arUZOTg4iIiLg5+eH4OBgyGQyyOVyM/4Cg5PNQE+AiIiIhp7Lly8jIyMDPT09JmtEUcTYsWMxZswYAEB1dTUA4Ne//jWeeOIJvdp7Nd9UWloKtVqNuXPnAgDeeecdHD58GHPmzMHixYtx+/ZtfPrpp0hJScG6desQFhYGANBqtUhPT0dRURGCg4MRHR2N69evIz8/HwkJCcjOzoZEIjHL7zAYMVwSERHRI3XixAls2bIFbW1tvdYJggA/Pz/dv6urqzFy5Ej89Kc/7dM4oijCw8MDbm5uOHfuHA4fPozQ0FC89dZbupqIiAjExsYiOzsbCxYsgK2tLY4dO4aioiIsWbIESUlJutrw8HBER0djx44dyMvLe7BFDyG8LE5ERESPjEwmw+rVq+Hi4oLQ0FCTdUqlEpcuXYK/v7+u7dKlS5gwYUKfxxJFURdOz5w5A+BumPwmBwcHBAYGoq2tTbczaqrW3d0dXl5eqK2thUql6vM8hhruXBIREVmQ5wsUAz0Fk/4RNuqhz1FXV4ekpCTExMQgNzfXZJ0gCLCzs8OsWbMAAK2trfj6668REhICAOjq6oJWq8Xw4cON9r9y5QoaGhp04TIqKgoBAQEYN26cQW1raysAwNraGgCQnJyMyMhIjBpluN57tVZW3J8zheGSiIjIghQruwZ6Ct+pvLw8k4Hwm0RRhLe3t6723q5iS0sLfvGLX6C6uho9PT2YOnUqXnvtNfj4+Oj1FwQBjo6OeO655wDc3aH08PAwGKexsREnT56Ek5MTJk6cCABwdnaGs7OzQW1FRQXkcjkmT54MR0fHB1r3UMLYTURERI9MX4Jld3c3iouL9e63vHTpEoC7AS84OBjbtm2DVCpFS0sLpFIp/v3vf+udQxAEzJkzR7cbaczNmzeRmZmJzs5OLFu2DDY2pvfcFAoF1q9fDwBISEi47xqGMu5cEhERkUU5e/YsOjo69MLltGnTsHTpUoSFheGZZ57Rtf/Hf/wHoqOj8Zvf/Ab+/v6wsrKCWq1GeXk53njjDZNj3LhxAzKZDBcuXEBISAheeeUVk7VNTU1ITk5Gc3Mz4uLiEBgYaJ6FDlLcuSQiIiKLIooixo8fj9GjR+vaZs2ahcTERL1gCQCjR49GYGAgFAoFamtrAQAlJSXo7OzUvYLo2xoaGhAfHw+5XI7nn38emzZtwrBhw4zWVlZWIj4+Hg0NDYiNjYVUKjXTKgcv7lwSERFZEB8324GewoATBEHvKfH7cXFxAQB0dHQAuBtOp0yZgpEjRxrUnjt3DmlpaVCpVIiKikJKSorJh3NOnTqFdevWQaPRQCqVIi4urh+rGXoYLomIiCyIOZ7Ifpy1tLSgtrYW6enpeu1paWn46quv8PHHH+PJJ5/UO3Zvx/Lpp58GcDdcvvjiiwbnrqiogFQqhUajwapVqxAVFWVyHsePH8eaNWtgbW2NrVu3Ijg4+GGXNmTwsjgRERFZDEEQYG9vD09PT712V1dXXLlyBYcOHdJrLy0thSiK8Pf3x8iRI1FXV4empiaDS+JKpRLp6elQq9V48803ew2W1dXV2LBhA2xsbLB7924GywfEnUsiIiKyGKIowsfHx+DJ7VdffRWiKGL37t2orq7G9OnTUVtbi//+7/+Gm5ubbqdTEAQ4Oztj+vTpev33798PlUqFGTNmQKvV4siRIwZjSyQSuLi4YM+ePdBoNPD394dCoTBaGxQUBDs7OzOufPBguCQiIiKL0NXVhZKSEshkMoNjLi4uOHDgAPbt2wdBEPDFF19g5MiReOmll/Dqq6/Czc0NAFBYWAhfX1+D+yiLiooAAHK5HHK53Oj4OTk5cHJyQllZGYC7QVUQBKO1hw4dYrg0YZhKpdIO9CSIiIiGCqVSqQtCRP1lyX9HvOeSiIiIiMyG4ZKIiIiIzIbhkoiIiIjMhuGSiIiIiMyG4ZKIiIiIzIbhkoiIiIjMhuGSiIiIiMyG4ZKIiIiIzIbhkoiIiIjMhuGSiIiIiMyG4ZKIiIiIzIbhkoiIiIjMhuGSiIiIiMyG4ZKIiIgGhFwuh6+vL0pLS40eLy8vh0QiQWNjo66tsLAQiYmJ+PGPf4yQkBAkJyfjyy+/NNq/s7MTAQEBOHz4MACgu7sbH330EaKjozFv3jwEBQVhxYoVKCwsNOirVquRk5ODiIgI+Pn5ITg4GDKZDHK53AwrH9wYLomIiOiRu3z5MjIyMtDT02OyRhRFjB07FmPGjAEAfPrpp0hJScGNGzewYsUKxMXFobq6GsuXL0dlZaVB/9LSUqjVasydOxcA8M4772D37t1wdXWFVCrF0qVLoVAokJKSgoKCAl0/rVaL9PR0HDhwAB4eHli1ahWioqJw/vx5JCQk4MyZM2b+NQYXm4GeABEREQ0tJ06cwJYtW9DW1tZrnSAI8PPzAwAoFArs2LEDU6ZMwd69e/Hkk08CAIKDg/Gzn/0M77//Pvbs2aPXXxRFeHh4wM3NDefOncPhw4cRGhqKt956S1cTERGB2NhYZGdnY8GCBbC1tcWxY8dQVFSEJUuWICkpSVcbHh6O6Oho7NixA3l5eeb6OQYd7lwSERHRIyOTybB69Wq4uLggNDTUZJ1SqcSlS5fg7+8PAPjiiy+gVquxcuVKXbAEgGeeeQYrV67EnDlzDM4hiqIunN7bbYyIiNCrcXBwQGBgINra2lBdXd1rrbu7O7y8vFBbWwuVSvWAKx86uHNJRERkQew2Jd2/aIDcXv+7hz5HXV0dkpKSEBMTg9zcXJN1giDAzs4Os2bNAgCUlJTAwcEBP/rRjwDcvX+yu7sbTz75JH72s58Z9L9y5QoaGhp04TIqKgoBAQEYN26cQW1raysAwNraGgCQnJyMyMhIjBo1ymStlRX350xhuCQiIrIg1jWG9w4OJnl5eRg+fPh960RRhLe3t662rq4OTz31FL766ivs2bMHJSUluHPnDiZOnIjXX39dt8N5jyAIcHR0xHPPPQfg7g6lh4eHwTiNjY04efIknJycMHHiRACAs7MznJ2dDWorKiogl8sxefJkODo6PujShwzGbiIiInpk+hIsu7u7UVxcrNt1BIC2tja0tbUhISEBzs7OeOutt5CRkYGOjg6kpqbi5MmTeucQBAFz5szR7UYac/PmTWRmZqKzsxPLli2DjY3pPTeFQoH169cDABISEu67hqGM4ZKIiIgsytmzZ9HR0aEXLru6uqBQKPDSSy9h8+bNCA4ORmRkJPbv3w87Ozvs2LEDWq0WwN3XCJWXl+v1/7YbN25AKpXiwoULCAkJwSuvvGKytqmpCYmJiWhubkZcXBwCAwPNt9hBiOGSiIiILIooihg/fjxGjx6ta7v3EM+3768cNWoUAgICcPXqVdTV1QG4e39mZ2en7hVE39bQ0ID4+HjI5XI8//zz2LRpE4YNG2a0trKyEvHx8WhoaEBsbCykUqkZVji48Z5LIiIiC3Jn4rSBnsKAEwTB4B5Kd3d3fPXVV3BxcTGov9d28+ZNAHfD6ZQpUzBy5EiD2nPnziEtLQ0qlQpRUVFISUkx+XDOqVOnsG7dOmg0GkilUsTFxT3s0oYEhksiIiILYo4nsh9nLS0tqK2tRXp6ul77jBkz8NVXX+HSpUuYOXOm3rErV64AgG6nUxRFvPjiiwbnrqiogFQqhUaj0b0Y3ZTjx49jzZo1sLa2xtatWxEcHPywSxsyeFmciIiILIYgCLC3t4enp6de+09+8hMAwO9//3vcuXNH115TU4P//d//xezZs+Hq6oq6ujo0NTUZXBJXKpVIT0+HWq3Gm2++2WuwrK6uxoYNG2BjY4Pdu3czWD4g7lwSERGRxRBFET4+PgZPbv/oRz9CbGwsPvroIyQkJGDhwoVobW1FXl4ennjiCaSlpQG4G06dnZ0xffp0vf779++HSqXCjBkzoNVqceTIEYOxJRIJXFxcsGfPHmg0Gvj7+0OhUBitDQoKgp2dnRlXPngwXBIREZFF6OrqQklJCWQymdHjK1euxKRJk/DXv/4Vu3fvxpNPPgkfHx+sWLECP/zhDwEAhYWF8PX1NbiPsqioCAAgl8shl8uNnj8nJwdOTk4oKysDcDeoCoJgtPbQoUMMlyYMU6lU2oGeBBER0VChVCrh5uY20NOgx5wl/x3xnksiIiIiMhuGSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhuGSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhuGSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhuGSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhubgZ4AERERDU1yuRzLli3De++9h9mzZxscLy8vx/Lly/HJJ58gKSkJzc3NvZ7v0KFD+MEPfqD7d2dnJ0JCQpCWlobw8HB0d3cjLy8PBQUFaGhogI2NDaZMmYJf/vKXmDt3rt651Go1Dhw4gH/+859obm6GnZ0dZs6cifj4eMyYMcM8P8AgxXBJREREj9zly5eRkZGBnp4ekzWiKGLs2LEYM2YMZDIZbt++bVBz/vx5/OUvf8GMGTMwatQovWOlpaVQq9W64PjOO+/g8OHDmDNnDhYvXozbt2/j008/RUpKCtatW4ewsDAAgFarRXp6OoqKihAcHIzo6Ghcv34d+fn5SEhIQHZ2NiQSiRl/jcGF4ZKIiIgeqRMnTmDLli1oa2vrtU4QBPj5+QEAgoKCDI53dHRg//79cHZ2xttvvw0bG/1YI4oiPDw84ObmhnPnzuHw4cMIDQ3FW2+9pauJiIhAbGwssrOzsWDBAtja2uLYsWMoKirCkiVLkJSUpKsNDw9HdHQ0duzYgby8vIf4BQY33nNJREREj4xMJsPq1avh4uKC0NBQk3VKpRKXLl2Cv7+/yZqcnBw0NDQgJSUF7u7uBsdFUdSF0zNnzgC4Gya/ycHBAYGBgWhra0N1dXWvte7u7vDy8kJtbS1UKtX9FztEceeSiIjIgtwuSRnoKZhk55390Oeoq6tDUlISYmJikJuba7JOEATY2dlh1qxZRo/X1tYiPz8fnp6eePHFFw2OX7lyBQ0NDbpwGRUVhYCAAIwbN86gtrW1FQBgbW0NAEhOTkZkZKTBZfZv1lpZcX/OFIZLIiIiC9LTdmGgp/CdysvLw/Dhw+9bJ4oivL29Tdbu27cPd+7cweuvv270uCAIcHR0xHPPPQfg7g6lh4eHQV1jYyNOnjwJJycnTJw4EQDg7OwMZ2dng9qKigrI5XJMnjwZjo6O913DUMXYTURERI9MX4Jld3c3iouLdbuO39bc3IyTJ09i9uzZmDlzptEaQRAwZ84c3W6kMTdv3kRmZiY6OzuxbNkyg3s2v0mhUGD9+vUAgISEhPuuYShjuCQiIiKLcvbsWXR0dJgMl5988gnu3LmDX/ziF0aPq9VqlJeXm+wPADdu3IBUKsWFCxcQEhKCV155xWRtU1MTEhMT0dzcjLi4OAQGBj7YgoYYhksiIiKyKKIoYvz48Rg9erTR48ePH8fIkSNNvg6opKQEnZ2dBu+uvKehoQHx8fGQy+V4/vnnsWnTJgwbNsxobWVlJeLj49HQ0IDY2FhIpdL+LWoI4T2XREREFsTKccpAT2HACYJg8inxuro6XL58Ga+88orJS96iKGLKlCkYOXKkwbFz584hLS0NKpUKUVFRSElJMflwzqlTp7Bu3TpoNBpIpVLExcX1f1FDCMMlERGRBTHHE9mPs5aWFtTW1iI9Pd3o8fLycgCAr6+vyXOIomj0CfKKigpIpVJoNBqsWrUKUVFRJs9x/PhxrFmzBtbW1ti6dSuCg4MfcCVDF8MlERERWQxBEGBvbw9PT0+jx8+fPw8AmDp1qtHjdXV1aGpqMrgkrlQqkZ6eDrVajY0bN+KFF14wOYfq6mps2LABNjY2yM7ONvppSjKN4ZKIiIgshiiK8PHxMfnkdn19PZ544gm4uLgYPS4IApydnTF9+nS99v3790OlUmHGjBnQarU4cuSIQV+JRAIXFxfs2bMHGo0G/v7+UCgURmuDgoJgZ2fXjxUOfgyXREREZBG6urpQUlICmUxmskalUsHBwcHk8cLCQvj6+hrcR1lUVAQAkMvlkMvlRvvm5OTAyckJZWVlAO4GVUEQjNYeOnSI4dKEYSqVSjvQkyAiIhoqlEol3NzcBnoa9Jiz5L8jvoqIiIiIiMyG4ZKIiIiIzIbhkoiIiIjMhuGSiIiIiMyG4ZKIiIiIzIbhkoiIiIjMhuGSiIiIiMyG4ZKIiIiIzIbhkoiIiIjMhuGSiIiIiMyG4ZKIiIiIzIbhkoiIiIjMhuGSiIiIiMyG4ZKIiIgGhFwuh6+vL0pLS40eLy8vh0QiQWNjIwCgo6MDO3fuRHh4OPz8/BAWFoasrCzcvHnTaP/Ozk4EBATg8OHDAIDu7m589NFHiI6Oxrx58xAUFIQVK1agsLDQoK9arUZOTg4iIiLg5+eH4OBgyGQyyOVyM61+8GK4JCIiokfu8uXLyMjIQE9Pj8kaURQxduxYjBkzBt3d3Xj99dfxl7/8BTNnzkRaWhrmzp2L/Px8rFixAhqNxqB/aWkp1Go15s6dCwB45513sHv3bri6ukIqlWLp0qVQKBRISUlBQUGBrp9Wq0V6ejoOHDgADw8PrFq1ClFRUTh//jwSEhJw5swZ8/8gg4jNQE+AiIiIhpYTJ05gy5YtaGtr67VOEAT4+fkBAP71r3/hyy+/xMsvv4w33nhDV+Pu7o59+/bh888/x8svv6zXXxRFeHh4wM3NDefOncPhw4cRGhqKt956S1cTERGB2NhYZGdnY8GCBbC1tcWxY8dQVFSEJUuWICkpSVcbHh6O6Oho7NixA3l5eeb4KQYlhksiIiILsu/zTQM9BZMSXlr/0OeQyWQQBAHjx4+Hr68vjh07ZrROqVTi0qVLWLlyJYC7O50AMG/ePL26oKAg7Nu3D1VVVQbnEEURwcHBAKDbbYyIiNCrcXBwQGBgIP7yl7+guroa06ZNM1nr7u4OLy8v/Otf/4JKpYKzs/MDrn5oYLgkIiKyIA3KmoGewneqrq4OSUlJiImJQW5ursk6QRBgZ2eHWbNmAQDGjRsHAPjqq6/0AmZ9fT0AYNSoUXr9r1y5goaGBt3OZ1RUFAICAnTn+abW1lYAgLW1NQAgOTkZkZGRBuf8Zq2VFe8sNIXhkoiIiB6ZvLw8DB8+/L51oijC29tbVxsQEIDAwEAcOHAArq6umDVrFi5duoSdO3di1KhRWLRokV5/QRDg6OiI5557DsDdHUoPDw+DcRobG3Hy5Ek4OTlh4sSJAABnZ2eju5IVFRWQy+WYPHkyHB0dH3TpQwbDJRERET0yfQmW3d3dKC4uxuuvv65rs7a2xquvvorLly/jzTff1LWPHDkSOTk5cHV11TuHIAiYM2eObjfSmJs3byIzMxOdnZ1ITk6GjY3pWKRQKLB+/d3bAhISEu67hqGMe7pERERkUc6ePYuOjg7dJW3g7pPfv/rVr6BQKLB8+XJkZWUhOTkZPT09WL58OS5evKirVavVKC8v1+v/bTdu3IBUKsWFCxcQEhKCV155xWRtU1MTEhMT0dzcjLi4OAQGBppnoYMUdy6JiIgsyDNuEwd6CgNOFEWMHz8eo0eP1rXl5OSgu7sbOTk5ukvdwN3L5XFxcdiyZQs+/PBDAEBJSQk6Ozt1ryD6toaGBshkMly+fBnPP/88Nm7ciGHDhhmtraysRGpqKr7++mvExsZCKpWacaWDE8MlERGRBTHHE9mPO0EQ4O/vr9dWXV2NH/7wh3rBErj7oI+XlxcKCwtx8+ZNODg4QBRFTJkyBSNHjjQ497lz55CWlgaVSoWoqCikpKSYfDjn1KlTWLduHTQaDaRSKeLi4sy3yEGMl8WJiIjIYrS0tKC2ttbgkratra3JF67fa9dqtQDu7nx+O5wCdx/ISU5ORltbG1atWoVVq1aZDJbHjx/HG2+8gZ6eHmzdupXB8gEwXBIREZHFEAQB9vb28PT01Gv39/dHXV2dwacaq6urUV5ejmnTpuF73/se6urq0NTUZHBJXKlUIj09HWq1Gm+++SaioqJMzqG6uhobNmyAjY0Ndu/erXtXJvUNL4sTERGRxRBFET4+PgZPbr/22msoKytDeno6Fi1ahMmTJ6OhoQH//d//DRsbG6xevRrA3XDq7OyM6dOn6/Xfv38/VCoVZsyYAa1WiyNHjhiMLZFI4OLigj179kCj0cDf3x8KhcJobVBQEOzs7My48sGD4ZKIiIgsQldXF0pKSiCTyQyOjRo1Crm5udi/fz9OnTqF//7v/4aTkxP8/f3x6quv6l6OXlhYCF9fX4PL3UVFRQAAuVwOuVxudPycnBw4OTmhrKwMwN2gKgiC0dpDhw4xXJowTKVSaQd6EkREREOFUqmEm5vbQE+DHnOW/HfEey6JiIiIyGwYLomIiIjIbBguiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsGC6JiIhoQMjlcvj6+qK0tNTo8fLyckgkEjQ2NgIAbty4gW3btuHFF1/E/PnzERMTg7y8PPT09Bjt39nZiYCAABw+fBgA0N3djY8++gjR0dGYN28egoKCsGLFChQWFhr0VavVyMnJQUREBPz8/BAcHAyZTAa5XG6m1Q9eDJdERET0yF2+fBkZGRkmgyEAiKKIsWPHYsyYMWhvb8err76Kv/3tb5gxYwZWrlyJGTNmYNeuXcjMzIRWqzXoX1paCrVajblz5wIA3nnnHezevRuurq6QSqVYunQpFAoFUlJSUFBQoOun1WqRnp6OAwcOwMPDA6tWrUJUVBTOnz+PhIQEnDlzxvw/yCBiM9ATICIioqHlxIkT2LJlC9ra2nqtEwQBfn5+AIADBw6grq4Ov/jFL/D666/rajw8PLBt2zZ88cUXeOmll/T6i6IIDw8PuLm54dy5czh8+DBCQ0Px1ltv6WoiIiIQGxuL7OxsLFiwALa2tjh27BiKioqwZMkSJCUl6WrDw8MRHR2NHTt2IC8vzxw/xaDEnUsiIiJ6ZGQyGVavXg0XFxeEhoaarFMqlbh06RL8/f0B3A2kI0aMwLJly/TqXn75ZTg5OeGTTz4xOIcoirpwem+3MSIiQq/GwcEBgYGBaGtrQ3V1da+17u7u8PLyQm1tLVQq1QOsemjhziUREZEF+fTTTwd6CiYtWrTooc9RV1eHpKQkxMTEIDc312SdIAiws7PDrFmzAABXr17FpEmT8OSTT+rVWVlZYcyYMbhw4QK0Wi2GDRsGALhy5QoaGhp04TIqKgoBAQEYN26cwVitra0AAGtrawBAcnIyIiMjMWrUKJO1VlbcnzOF4ZKIiMiCKBSKgZ7CdyovLw/Dhw+/b50oivD29tbVjhgxAh0dHUZrVSoVOjs7cePGDTg7OwO4G04dHR3x3HPPAbi7Q+nh4WHQt7GxESdPnoSTkxMmTpwIAHB2dtad55sqKiogl8sxefJkODo69mW5QxJjNxERET0yfQmW3d3dKC4u1u06AsDMmTNx5coVfPnll3q1lZWVaG5uBgBoNBpduyAImDNnjm430pibN28iMzMTnZ2dWLZsGWxsTO+5KRQKrF+/HgCQkJBw3zUMZQyXREREZFHOnj2Ljo4OvXAZHx8PKysrZGRk4J///Ceamppw6tQpvPHGG7pdxHtBUq1Wo7y8XK//t924cQNSqRQXLlxASEgIXnnlFZO1TU1NSExMRHNzM+Li4hAYGGimlQ5OvCxOREREFkUURYwfPx6jR4/WtU2fPh1ZWVl4++238etf/xoAYGdnh6VLl6KxsRGffvqpLmSWlJSgs7NT9wqib2toaIBMJsPly5fx/PPPY+PGjbp7Nb+tsrISqamp+PrrrxEbGwupVGrm1Q4+DJdEREQWxNhDJEONIAi6p8S/ad68efj0009RXV2N7u5uTJo0CXZ2dli+fDnc3d11l9xFUcSUKVMwcuRIg3OcO3cOaWlpUKlUiIqKQkpKismHc06dOoV169ZBo9FAKpUiLi7OvAsdpBguiYiILIg5nsh+nLW0tKC2thbp6el67WVlZairq8PLL7+MqVOn6trb2togl8sREhKiaxNFES+++KLBuSsqKiCVSqHRaHQvRjfl+PHjWLNmDaytrbF161YEBwebYXVDA8MlERERWQxBEGBvbw9PT0+99pKSEuzfvx/PPPMMfHx8ANz9ks5vf/tbdHd3IzY2FsDdVx01NTUZXBJXKpVIT0+HWq3Gxo0b8cILL5icQ3V1NTZs2AAbGxtkZ2dj9uzZ5l3kIMdwSURERBZDFEX4+PgYPLn98ssv45NPPsGaNWvws5/9DCNHjsSpU6cgiiKWLVume82QIAhwdnbG9OnT9frv378fKpUKM2bMgFarxZEjRwzGlkgkcHFxwZ49e6DRaODv7w+FQmG0NigoCHZ2dmZc+eDBcElEREQWoaurCyUlJZDJZAbHXF1dsXfvXuTk5OC//uu/oNFoMH78eGzZsgXPP/+8rq6wsBC+vr4G91EWFRUBAORyOeRyudHxc3Jy4OTkhLKyMgB3g6ogCEZrDx06xHBpwjCVSmX4pXciIiL6TiiVSri5uQ30NOgxZ8l/R3zPJRERERGZDcMlEREREZkNwyURERERmQ3DJRERERGZDcMlEREREZkNwyURERERmQ3DJRERERGZDcMlEREREZkNwyURERERmQ3DJRERERGZDcMlEREREZkNwyURERERmQ3DJRERERGZDcMlERERDQi5XA5fX1+UlpYaPV5eXg6JRILGxkaDY+3t7QgLC8O+ffuM9lWr1di7dy9efvllzJ8/H5GRkfjzn/+MO3fuGK2/evUqJBIJiouLdf1zcnIQEREBPz8/BAcHQyaTQS6XG/RVqVTIysrCokWL4Ofnh9DQUGRmZqKurq6Pv8TgYjPQEyAiIqKh5/Lly8jIyEBPT4/JGlEUMXbsWIwZM0avXa1WIy0tDQqFwmi/np4evPHGGygsLMRPfvITTJ8+HUVFRdizZw8uX76MX//61wZ9BEHAiBEj4OnpCa1Wi/T0dBQVFSE4OBjR0dG4fv068vPzkZCQgOzsbEgkEgCARqNBYmIiamtrERYWhmnTpqGpqQn5+fk4ffo09u/fj4kTJz7EL/X4YbgkIiKiR+rEiRPYsmUL2traeq0TBAF+fn56bTU1NVi7di1qampM9vuf//kfiKKI1157Db/85S8BAIsXL8bbb7+NTz75BOHh4ZgxY4ZeH1EU4ePjA1tbWxw9ehRFRUVYsmQJkpKSdDXh4eGIjo7Gjh07kJeXBwA4ePAgampqkJmZicWLF+tqQ0JCsHTpUrz77rvYtWtX336YQYKXxYmIiOiRkclkWL16NVxcXBAaGmqyTqlU4tKlS/D399e15ebmIi4uDkqlEjExMSb7fv7557C1tcUrr7yi1/6LX/wCAFBQUKDX3tXVhZKSEt1YZ86cAQBERETo1bm7u8PLywu1tbVQqVQAgKKiItja2iI8PFyvdsqUKZgwYQLKyspMznOw4s4lERGRBcn76UcDPQWTfnYo9qHPUVdXh6SkJMTExCA3N9dknSAIsLOzw6xZs3RtVVVVCAsLw/Lly1FfX4+PP/7YaF+5XI6JEyfCzs5Or33MmDH4/ve/jy+//FKvvby8HLdu3cLcuXMBAMnJyYiMjMSoUaMMzt3a2goAsLK6uz+3efNmtLa2wtraWq9Oq9Xi+vXrurqhhOGSiIjIgrSUNw/0FL5TeXl5GD58+H3rRFGEt7e3Xu3GjRt1/66vrzfaT61Wo62tTS+UftOoUaPQ1NSk1yYIAiZNmgR3d3cAgLOzM5ydnQ36VlRUQC6XY/LkyXB0dAQAuLq6wtXV1aD26NGjuHbtGgICAu671sFm6MVpIiIiGjB9CZbd3d0oLi42uN+yL31v3rwJABgxYoTR408++SRu376t1yaKosFY36ZQKLB+/XoAQEJCQq+1NTU1yMrKgrW1NeLj4+8758GG4ZKIiIgsytmzZ9HR0XHfwGeMVqvV+29jx795CbuxsRH19fW9jtXU1ITExEQ0NzcjLi4OgYGBJmurqqqQlJSE9vZ2pKamYurUqQ+8hscdwyURERFZFFEUMX78eIwePfqB+97bsVSr1UaPq9Vq2Nvb643l4OCAmTNnGq2vrKxEfHw8GhoaEBsbC6lUanJsQRCwYsUKqFQqpKamIjIy8oHnPxjwnksiIiIL8tSsBw9Ug40gCHpPiT8Ie3t7ODs7m3wHpkKh0AutoihCIpHAxsYwEp06dQrr1q2DRqOBVCpFXFycyXHz8/Oxfft2WFlZYdOmTViwYEG/5j8YMFwSERFZEHM8kf04a2lpQW1tLdLT0/t9junTp6OkpARqtRpPPvmkrr2xsREqlUoX/DQaDUpLS42Odfz4caxZswbW1tbYunUrgoODTY538OBB7Nq1C46Ojti2bRu8vLz6PffBgJfFiYiIyGIIggB7e3t4enr2+xwvvPACNBqN7kXn9/zxj38EAISFhQEAysrKoNFodK8guqe6uhobNmyAjY0Ndu/e3WuwLCwsRHZ2NpycnLB3794hHywB7lwSERGRBbn3pRxjl6n7KjQ0FJ9++il+97vfoampCdOmTcPp06fxP//zP/jP//xPPPvsswDuBlkPDw+DVwnt2bMHGo0G/v7+UCgUOHLkiMEYQUFBsLOzw86dO6HVajF//nxcvHgRFy9eNKhduHBhv9fyOGK4JCIiIotw70s5Mpnsoc4zbNgw7NixA7///e9x7NgxfP755/jBD34AmUyGn/3sZ7q6wsJChISE6PXt7u7WfVVHEAQIgmB0jEOHDuHGjRu6920WFBQYfPnnnqEWLoepVCrjz+oTERGR2SmVSri5uQ30NOgxZ8l/R7znkoiIiIjMhuGSiIiIiMyG4ZKIiIiIzIbhkoiIiIjMhuGSiIiIiMyG4ZKIiIiIzIbhkoiIiIjMhuGSiIiIiMyG4ZKIiIiIzIbhkoiIiIjMhuGSiIiIiMyG4ZKIiIiIzIbhkoiIiIjMhuGSiIiIBoRcLoevry9KS0uNHi8vL4dEIkFjY6PBsfb2doSFhWHfvn29jrFt2zYsWrSo15rNmzcjISFBb9yVK1ciODgY/v7+iIiIwL59+9DZ2WnQ99SpU1i+fDmCgoIwb948REdHIy8vDz09Pb2OOZgxXBIREdEjd/nyZWRkZPQawkRRxNixYzFmzBi9drVajbS0NCgUil7H+Otf/4q//e1v953L6dOn4efnBwAoKytDUlISLl26hJiYGMhkMkycOBH79+/HqlWr9OZ75MgRpKeno7W1FUuXLkVycjKcnZ2xY8cObNmy5b7jDlY2Az0BIiIiGlpOnDiBLVu2oK2trdc6QRB0oe+empoarF27FjU1NSb7qdVq7Nmzp0/BsqqqCkqlUjfO1q1bYW9vjw8//BCurq4AgMjISOzatQsHDx7E8ePHERISgs7OTmzbtg1PP/00/vSnP+HJJ58EAPzsZz/D6tWr8dlnnyEiIgLTpk277xwGG+5cEhER0SMjk8mwevVquLi4IDQ01GSdUqnEpUuX4O/vr2vLzc1FXFwclEolYmJijParrq7Gyy+/jL/97W9YvHgxRo0a1et8RFGEm5sbPDw8cPXqVVy+fBmBgYG6YHnPSy+9BODuJXPg7iX9jo4OvPTSS7pgec/ChQsB3N0FHYq4c0lERGRBni/o/VLvQPpHWO9BrS/q6uqQlJSEmJgY5ObmmqwTBAF2dnaYNWuWrq2qqgphYWFYvnw56uvr8fHHHxv0a2xshJubGzZu3AgfH5/73m8piiLmzp0LAHBxccHf/vY3PPHEEwZ1X3/9NQDAyuruvtyMGTPw17/+Fd/73vcMaltbW/VqhxqGSyIiIgtSrOwa6Cl8p/Ly8jB8+PD71omiCG9vb73ajRs36v5dX19vtJ+fnx+CgoL6NJe2tjbI5XLdLqiNjQ3Gjh1rtPajjz4CAMyePRsAMHz4cPzwhz80qOvu7kZeXp5e7VAzNCM1ERERDYi+BMvu7m4UFxcb3G/Zl759qbnn9OnTGDZsGCQSSa91H3zwAc6cOYMpU6YgICCg19rf/OY3qK2tRVBQEJ599tk+z2Uw4c4lERERWZSzZ8+io6PDIFyamyiK+NGPfgR7e3uTNR988AH27t2LkSNH4u233zZ5qbunpwe/+c1v8Omnn2LcuHFYs2bNdzVti8edSyIiIrIooihi/PjxGD169Hc2hlar1XsF0bd1d3fj7bffxt69ezFq1Cjk5OQYvBLpntu3byMjIwOffPIJJkyYgJycHDg5OX1nc7d03LkkIiKyID5utgM9hQEnCILeU+LfhfPnz6O1tdVouLx16xYyMzNRWFiICRMmIDs7G0899ZTR81y7dg2rVq3ChQsXMGvWLGRlZcHR0fE7nbulY7gkIiKyIOZ4Ivtx1tLSgtraWqSnp3+n44iiiKeeegoTJ07Ua799+zZWrlyJiooKeHt7Y9u2bXBwcDB6jq+//hqJiYmor69HaGgoNmzYAFtb/p8DhksiIiKyGIIgwN7eHp6ent/pON98BdE3bdmyBRUVFZg/fz7eeecdk2Hxzp07eOONN1BfX4+XX34Zq1evxrBhw77TOT8uGC6JiIjIYoiiCB8fH9jYfHcRRaVSobKyEkuWLNFrP3fuHI4dOwZbW1vMnTsX//znPw36jhkzBjNnzsQ///lPVFRUwNHRETNmzMDf//53g9pJkyZh8uTJ39UyLBbDJREREVmErq4ulJSUQCaTfafjnD59GtbW1vDx8dFrP3PmjG4e27ZtM9r3pZdewsyZM3W1bW1t2LRpk9HaZcuWDclwOUylUmkHehJERERDhVKphJub20BPgx5zlvx3xFcREREREZHZMFwSERERkdkwXBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIRERGR2TBcEhER0YCQy+Xw9fVFaWmp0ePl5eWQSCRobGw0ONbe3o6wsDDs27fPaN/m5mZs3LgRL774IubOnYsXX3wRmzdvhlKpNFp/9epVSCQSFBcXAwDUajVycnIQEREBPz8/BAcHQyaTQS6XG/RVqVTIysrCokWL4Ofnh9DQUGRmZqKurq6Pv8TgYjPQEyAiIqKh5/Lly8jIyEBPT4/JGlEUMXbsWIwZM0avXa1WIy0tDQqFwmi/69evIz4+Hu3t7Vi8eDF++MMfoqamBocOHUJRURFyc3Ph6uqq10cQBIwYMQKenp7QarVIT09HUVERgoODER0djevXryM/Px8JCQnIzs6GRCIBAGg0GiQmJqK2thZhYWGYNm0ampqakJ+fj9OnT2P//v2YOHHiQ/5ajxeGSyIiInqkTpw4gS1btqCtra3XOkEQ4Ofnp9dWU1ODtWvXoqamxmS/999/H9euXcPu3bsxd+5cXfucOXOQlpaGP/zhD8jIyNDrI4oifHx8YGtri6NHj6KoqAhLlixBUlKSriY8PBzR0dHYsWMH8vLyAAAHDx5ETU0NMjMzsXjxYl1tSEgIli5dinfffRe7du26/48yiPCyOBERET0yMpkMq1evhouLC0JDQ03WKZVKXLp0Cf7+/rq23NxcxMXFQalUIiYmxmTfoqIijBkzRi9YAkBAQAAcHBxQVlam197V1YWSkhLdWGfOnAEARERE6NW5u7vDy8sLtbW1UKlUurFsbW0RHh6uVztlyhRMmDDBYKyhgDuXREREFsRuU9L9iwbI7fW/e+hz1NXVISkpCTExMcjNzTVZJwgC7OzsMGvWLF1bVVUVwsLCsHz5ctTX1+Pjjz822nfv3r24deuW4fxv38bt27dhZaW/t1ZeXo5bt27pwmhycjIiIyMxatQog3O0trYCgO4cmzdvRmtrK6ytrfXqtFotrl+/bjDWUMBwSUREZEGsayoHegrfqby8PAwfPvy+daIowtvbW69248aNun/X19eb7Ovu7m60/eDBg7hz5w68vb312gVBwKRJk3T9nJ2d4ezsbNC/oqICcrkckydPhqOjIwDA1dXV4P5NADh69CiuXbuGgICA3hc6CA29OE1EREQDpi/Bsru7G8XFxQb3W/alrynFxcX44IMPYG9vj9jYWL1joigajPVtCoUC69evBwAkJCT0WltTU4OsrCxYW1sjPj6+33N+XDFcEhERkUU5e/YsOjo67hv4+ur06dNITU1FT08PNm7cqLez2djYiPr6+l7HampqQmJiIpqbmxEXF4fAwECTtVVVVUhKSkJ7eztSU1MxdepUs6zhccJwSURERBZFFEWMHz8eo0ePfuhzHT58GKtWrcKdO3fw1ltvGVymFkURDg4OmDlzptH+lZWViI+PR0NDA2JjYyGVSk2OJQgCVqxYAZVKhdTUVERGRj70/B9HvOeSiIjIgtyZOG2gpzDgBEHQe0q8v3JycnDgwAE4ODjgN7/5DXx8fAxqRFGERCKBjY1hJDp16hTWrVsHjUYDqVSKuLg4k2Pl5+dj+/btsLKywqZNm7BgwYKHnv/jiuGSiIjIgpjjiezHWUtLC2pra5Genv5Q59m5cyf+8pe/4KmnnsKuXbuMvshco9GgtLTU6FjHjx/HmjVrYG1tja1btyI4ONjkWAcPHsSuXbvg6OiIbdu2wcvL66Hm/rhjuCQiIiKLIQgC7O3t4enp2e9zfPLJJ/jLX/6Cp59+Gu+//77RVwoBQFlZGTQajcH7MKurq7FhwwbY2NggOzsbs2fPNjlWYWEhsrOz4eTkhPfff3/IfY3HGIZLIiIishj3vpRj7DJ1X9y+fRvvvfceACAoKMjod8vt7OwQFBQEQRDg4eFh8CqhPXv2QKPRwN/fHwqFAkeOHDE4R1BQEOzs7LBz505otVrMnz8fFy9exMWLFw1qFy5c2K+1PK4YLomIiMgi3PtSjkwm6/c5zp8/r/us5J///GejNaNHj0ZQUBAKCwsREhKid6y7u1v3VR1BECAIgtFzHDp0CDdu3NC9b7OgoAAFBQVGa4dauBymUqm0Az0JIiKioUKpVMLNzW2gp0GPOUv+O+KriIiIiIjIbBguiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIaEDI5XL4+vqitLTU6PHy8nJIJBI0NjYaHGtvb0dYWBj27dtntG9rayveeecdLFq0CPPnz0dMTAzy8/Oh1WqN1l+9ehUSiQTFxcUAALVajZycHERERMDPzw/BwcGQyWSQy+UGfVUqFbKysrBo0SL4+fkhNDQUmZmZqKur6+MvMbjYDPQEiIiIaOi5fPkyMjIy0NPTY7JGFEWMHTsWY8aM0WtXq9VIS0uDQqEw2u/mzZtYvnw5WlpaEBkZiaeffhqFhYX4zW9+g5qaGmRkZBj0EQQBI0aMgKenJ7RaLdLT01FUVITg4GBER0fj+vXryM/PR0JCArKzsyGRSAAAGo0GiYmJqK2tRVhYGKZNm4ampibk5+fj9OnT2L9/PyZOnPgQv9Tjh+GSiIiIHqkTJ05gy5YtaGtr67VOEAT4+fnptdXU1GDt2rWoqakx2e/jjz9GfX09tmzZgueffx4AEBERgdTUVOTn5yMqKgpjx47V6yOKInx8fGBra4ujR4+iqKgIS5YsQVJSkq4mPDwc0dHR2LFjB/Ly8gAABw8eRE1NDTIzM7F48WJdbUhICJYuXYp3330Xu3bt6tsPM0jwsjgRERE9MjKZDKtXr4aLiwtCQ0NN1imVSly6dAn+/v66ttzcXMTFxUGpVCImJsZk387OTkybNg3BwcF67XPmzIFWq0VVVZVee1dXF0pKSnRjnTlzBsDdQPpN7u7u8PLyQm1tLVQqFQCgqKgItra2CA8P16udMmUKJkyYgLKyMpPzHKy4c0lERGRBbpekDPQUTLLzzn7oc9TV1SEpKQkxMTHIzc01WScIAuzs7DBr1ixdW1VVFcLCwrB8+XLU19fj448/Ntr39ddfN9p+L1T+4Ac/0GsvLy/HrVu3MHfuXABAcnIyIiMjMWrUKINztLa2AgCsrO7uz23evBmtra2wtrbWq9Nqtbh+/bqubihhuCQiIrIgPW0XBnoK36m8vDwMHz78vnWiKMLb21uvduPGjbp/19fX92m827dvo7GxEV988QU+++wzBAYGYvr06Xo1giBg0qRJcHd3BwA4OzvD2dnZ4FwVFRWQy+WYPHkyHB0dAQCurq5wdXU1qD169CiuXbuGgICAPs1zMGG4JCIiokemL8Gyu7sbxcXFBjuQfen7be+//z4OHjwIAHjmmWeQkpJiUCOKIgIDA3s9j0KhwPr16wEACQkJvdbW1NQgKysL1tbWiI+Pf+A5P+6G3l4tERERWbSzZ8+io6PD4GGe/pg3bx62b9+O1157DTdu3EBcXBwqKyt1xxsbG1FfX9/rWE1NTUhMTERzczPi4uJ6DaJVVVVISkpCe3s7UlNTMXXq1Idew+OG4ZKIiIgsiiiKGD9+PEaPHv3Q5/Lx8UFAQAB++ctf4r333oNarcZvf/tbvbEcHBwwc+ZMo/0rKysRHx+PhoYGxMbGQiqVmhxLEASsWLECKpUKqampiIyMfOj5P454WZyIiMiCWDlOGegpDDhBEPSeEjeXZ599FuPHj8f58+d1baIoQiKRwMbGMBKdOnUK69atg0ajgVQqRVxcnMlz5+fnY/v27bCyssKmTZuwYMECs8//ccFwSUREZEHM8UT246ylpQW1tbVIT0/vV3+tVouf//znGD58OP7whz8YHO/o6MATTzwB4O4L0EtLS42Odfz4caxZswbW1tbYunWrwWuNvungwYPYtWsXHB0dsW3bNnh5efVr7oMFL4sTERGRxRAEAfb29vD09OxX/2HDhsHNzQ1yuRynT5/WO/b3v/8dzc3NCAoKAgCUlZVBo9HoXkF0T3V1NTZs2AAbGxvs3r2712BZWFiI7OxsODk5Ye/evUM+WALcuSQiIiILcu9LOcYuU/dVSkoK/u///g+rV69GREQEnn76aXz55Zf4/PPPMW7cOCQmJgK4G2Q9PDwMXiW0Z88eaDQa+Pv7Q6FQ4MiRIwZjBAUFwc7ODjt37oRWq8X8+fNx8eJFXLx40aB24cKF/V7L44jhkoiIiCzCvS/lyGSyhzrPuHHj8OGHH+L9999HQUEB2tvb4e7ujpiYGPzqV7+Cg4MDgLu7jiEhIXp9u7u7dV/VEQQBgiAYHePQoUO4ceOG7n2bBQUFKCgoMFo71MLlMJVKpR3oSRAREQ0VSqUSbm5uAz0NesxZ8t8R77kkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIiIis2G4JCIiIiKzYbgkIiIiIrNhuCQiIqIBIZfL4evri9LSUqPHy8vLIZFI0NjYaHCsvb0dYWFh2LdvX5/GWrt2LSQSCZqamowev3r1KiQSCYqLiwEAarUaOTk5iIiIgJ+fH4KDgyGTySCXyw36qlQqZGVlYdGiRfDz80NoaCgyMzNRV1fXp7kNNjYDPQEiIiIaei5fvoyMjAz09PSYrBFFEWPHjsWYMWP02tVqNdLS0qBQKPo01hdffIFjx471WiMIAkaMGAFPT09otVqkp6ejqKgIwcHBiI6OxvXr15Gfn4+EhARkZ2dDIpEAADQaDRITE1FbW4uwsDBMmzYNTU1NyM/Px+nTp7F//35MnDixT/McLBguiYiI6JE6ceIEtmzZgra2tl7rBEGAn5+fXltNTQ3Wrl2LmpqaPo3V1NSErKwsDB8+HJ2dnSbrRFGEj48PbG1tcfToURQVFWHJkiVISkrS1YSHhyM6Oho7duxAXl4eAODgwYOoqalBZmYmFi9erKsNCQnB0qVL8e6772LXrl19mutgwcviRERE9MjIZDKsXr0aLi4uCA0NNVmnVCpx6dIl+Pv769pyc3MRFxcHpVKJmJiY+451584dbNiwAU8//TR+/OMfm6zr6upCSUmJbqwzZ84AACIiIvTq3N3d4eXlhdraWqhUKgBAUVERbG1tER4erlc7ZcoUTJgwAWVlZfed52DDnUsiIiILsu/zTQM9BZMSXlr/0Oeoq6tDUlISYmJikJuba7JOEATY2dlh1qxZuraqqiqEhYVh+fLlqK+vx8cff9zrWLm5ubhw4QI+/PBD/OlPfzJZV15ejlu3bmHu3LkAgOTkZERGRmLUqFEGta2trQAAK6u7+3ObN29Ga2srrK2t9eq0Wi2uX7+uqxtKGC6JiIgsSIOyb5d7H1d5eXkYPnz4fetEUYS3t7de7caNG3X/rq+v77W/XC7H/v37kZKSggkTJvRaKwgCJk2aBHd3dwCAs7MznJ2dDeoqKiogl8sxefJkODo6AgBcXV3h6upqUHv06FFcu3YNAQEBvY49GA29OE1EREQDpi/Bsru7G8XFxQb3W/alLwDcunULGzZswOzZs/HKK6/ct14URYOxvk2hUGD9+rs7twkJCb3W1tTUICsrC9bW1oiPj+/TnAcT7lwSERGRRTl79iw6OjruG/hM2bFjB27cuIGcnBwMGzas19rGxkbU19f3OlZTUxOSk5PR3NyMuLg4BAYGmqytqqqCVCpFe3s7MjIyMHXq1H6t4XHGnUsiIiKyKKIoYvz48Rg9evQD9z1x4gQ+++wzrFixAsOHD4dKpYJKpUJXVxeAu+/HvPcwzr2xHBwcMHPmTKPnq6ysRHx8PBoaGhAbGwupVGpybEEQsGLFCqhUKqSmpiIyMvKB5z8YcOeSiIjIgjzjNrTeiWiMIAh6T4k/iH/9618AgG3btmHbtm0Gx3/+858D+P9PhIuiCIlEAhsbw0h06tQprFu3DhqNBlKpFHFxcSbHzc/Px/bt22FlZYVNmzZhwYIF/Zr/YMBwSUREZEHM8UT246ylpQW1tbVIT0/vV/+f//znWLhwoUH7n/70JxQVFWHTpk0YOXIkgLsvQC8tLTU61vHjx7FmzRpYW1tj69atCA4ONjnmwYMHsWvXLjg6OmLbtm3w8vLq19wHC4ZLIiIishiCIMDe3h6enp796j9hwgSjT4cfOXIEADBz5kz84Ac/AACUlZVBo9HoXkF0T3V1NTZs2AAbGxtkZ2dj9uzZJscrLCxEdnY2nJyc8P777w+5r/EYw3BJREREFuPel3KMXaY2N0EQ4OHhYfAqoT179kCj0cDf3x8KhUIXTL8pKCgIdnZ22LlzJ7RaLebPn4+LFy/i4sWLBrXGdlIHM4ZLIiIisgj3vpQjk8keyXiFhYUICQnRa+vu7tZ9VUcQBAiCYLTvoUOHcOPGDd37NgsKClBQUGC0dqiFy2EqlUo70JMgIiIaKpRKJdzc3AZ6GvSYs+S/I76KiIiIiIjMhuGSiIiIiMyG4ZKIiIiIzIbhkoiIiIjMhuGSiIiIiMyG4ZKIiIiIzIbhkoiIiIjMhuGSiIiIiMyG4ZKIiIiIzIbhkoiIiIjMhuGSiIiIiMyG4ZKIiIiIzIbhkoiIiIjMhuGSiIiIBoRcLoevry9KS0uNHi8vL4dEIkFjY6PBsfb2doSFhWHfvn1G+37wwQeQSCRG/2Osz9WrVyGRSFBcXAwAUKvVyMnJQUREBPz8/BAcHAyZTAa5XG7QV6VSISsrC4sWLYKfnx9CQ0ORmZmJurq6B/g1Bg+bgZ4AERERDT2XL19GRkYGenp6TNaIooixY8dizJgxeu1qtRppaWlQKBQm+166dAl2dnZ44403DI5NmjTJoE0QBIwYMQKenp7QarVIT09HUVERgoODER0djevXryM/Px8JCQnIzs6GRCIBAGg0GiQmJqK2thZhYWGYNm0ampqakJ+fj9OnT2P//v2YOHFiX3+WQYHhkoiIiB6pEydOYMuWLWhra+u1ThAE+Pn56bXV1NRg7dq1qKmp6bVvdXU1JkyYgIULF/ZpTqIowsfHB7a2tjh69CiKioqwZMkSJCUl6WrCw8MRHR2NHTt2IC8vDwBw8OBB1NTUIDMzE4sXL9bVhoSEYOnSpXj33Xexa9euPs1hsOBlcSIiInpkZDIZVq9eDRcXF4SGhpqsUyqVuHTpEvz9/XVtubm5iIuLg1KpRExMjMm+arUaV65cwYQJE/o0p66uLpSUlOjGOnPmDAAgIiJCr87d3R1eXl6ora2FSqUCABQVFcHW1hbh4eF6tVOmTMGECRNQVlbWpzkMJty5JCIisiCffvrpQE/BpEWLFj30Oerq6pCUlISYmBjk5uaarBMEAXZ2dpg1a5auraqqCmFhYVi+fDnq6+vx8ccfG+1bU1ODnp4e3eVojUYDa2tr2NgYjz3l5eW4desW5s6dCwBITk5GZGQkRo0aZVDb2toKALCyurs/t3nzZrS2tsLa2lqvTqvV4vr167q6oYThkoiIyIL0dh/hYJCXl4fhw4fft04URXh7e+vVbty4Uffv+vp6k32rq6sB3A2jr7zyCurr62FlZQVPT0+kpKTg2Wef1asXBAGTJk2Cu7s7AMDZ2RnOzs4G562oqIBcLsfkyZPh6OgIAHB1dYWrq6tB7dGjR3Ht2jUEBATcd62DzdCL00RERDRg+hIsu7u7UVxcbHC/ZV/6Av8/XJ49exYRERHIyspCfHw8Lly4gFdffRWVlZV69aIoGoz1bQqFAuvXrwcAJCQk9FpbU1ODrKwsWFtbIz4+vk9zHky4c0lEREQW5ezZs+jo6Lhv4DPF19cX9vb2iImJ0e1ABgQEwM/PD/Hx8di5cyf2798PAGhsbER9fX2vYzU1NSE5ORnNzc2Ii4tDYGCgydqqqipIpVK0t7cjIyMDU6dO7dcaHmcMl0RERGRRRFHE+PHjMXr06H71nz9/PubPn2/QPm3aNDz33HOoqKhAR0cH7O3tIYoiHBwcMHPmTKPnqqysRGpqKr7++mvExsZCKpWaHFcQBKxduxa3bt1CamoqIiMj+zX/xx3DJRERkQUx9hDJUCMIgt5T4uY0cuRIaLVa3L59WxcuJRKJ0Yd9Tp06hXXr1kGj0UAqlSIuLs7kefPz87F9+3ZYWVlh06ZNWLBgwXcy/8cBwyUREZEFMccT2Y+zlpYW1NbWIj09vV/9tVotli5dCgBGn0avra2Fvb09vv/970Oj0aC0tNToWMePH8eaNWtgbW2NrVu3Ijg42OSYBw8exK5du+Do6Iht27bBy8urX3MfLPhADxEREVkMQRBgb28PT0/PfvUfNmwYnJycUFlZiVOnTukd+/zzz1FbW4uFCxfC2toaZWVl0Gg0ulcQ3VNdXY0NGzbAxsYGu3fv7jVYFhYWIjs7G05OTti7d++QD5YAdy6JiIjIgtz7Uo6pd1L2xcqVKyGXy7F27VosXrwYP/zhD/Hll1/i888/x4QJE5CYmAjgbpD18PAweJXQnj17oNFo4O/vD4VCgSNHjhiMERQUBDs7O+zcuRNarRbz58/HxYsXcfHiRYPavn4laLBguCQiIiKLcO9LOTKZ7KHOM2HCBHz44YfYu3cvjh49ivb2dri5uSEmJgZLly7F9773PQB3dx1DQkL0+nZ3d+u+qiMIAgRBMDrGoUOHcOPGDd37NgsKClBQUGC0dqiFy2EqlUo70JMgIiIaKpRKJdzc3AZ6GvSYs+S/I95zSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERERmw3BJRERERGbDcElEREREZsNwSURERANCLpfD19cXpaWlRo+Xl5dDIpGgsbHR4Fh7ezvCwsKwb98+k+f/+9//jl/96lcICAjACy+8gIyMDNTX1xutvXr1KiQSCYqLiwEAarUaOTk5iIiIgJ+fH4KDgyGTySCXyw36qlQqZGVlYdGiRfDz80NoaCgyMzNRV1fXh19h8GG4JCIiokfu8uXLyMjIQE9Pj8kaURQxduxYjBkzRq9drVYjLS0NCoXCZN+9e/di/fr1sLW1hVQqxU9/+lMUFxcjPj4eTU1NBvWCIGDEiBHw9PSEVqtFeno6Dhw4AA8PD6xatQpRUVE4f/48EhIScObMGV0/jUaDxMRE5Ofnw8fHB2lpaQgPD8fp06exdOlS1NTU9OPXebzZDPQEiIiIaGg5ceIEtmzZgra2tl7rBEGAn5+fXltNTQ3Wrl3ba2i7cOECDhw4gPnz52Pbtm2wtrYGAEgkEqxYsQIffvghMjMz9fqIoggfHx/Y2tri6NGjKCoqwpIlS5CUlKSrCQ8PR3R0NHbs2IG8vDwAwMGDB1FTU4PMzEwsXrxYVxsSEoKlS5fi3Xffxa5du/r2wwwS3LkkIiKiR0Ymk2H16tVwcXFBaGioyTqlUolLly7B399f15abm4u4uDgolUrExMSY7PvJJ5+gp6cHqampumAJAF5eXkhISMD06dP16ru6ulBSUqIb697OZEREhF6du7s7vLy8UFtbC5VKBQAoKiqCra0twsPD9WqnTJmCCRMmoKysrJdfY3DiziUREZEFyfvpRwM9BZN+dij2oc9RV1eHpKQkxMTEIDc312SdIAiws7PDrFmzdG1VVVUICwvD8uXLUV9fj48//tho35KSEkycOBE/+MEPANwNjz09PXjiiSewbNkyg/ry8nLcunULc+fOBQAkJycjMjISo0aNMqhtbW0FAFhZ3d2f27x5M1pbW/VCLABotVpcv35dVzeUMFwSERFZkJby5oGewncqLy8Pw4cPv2+dKIrw9vbWq924caPu36YezOnq6kJjYyP8/f1RVlaGd999F19++SUAYMaMGUhJScFzzz2n10cQBEyaNAnu7u4AAGdnZzg7Oxucu6KiAnK5HJMnT4ajoyMAwNXVFa6urga1R48exbVr1xAQEHDftQ42Qy9OExER0YDpS7Ds7u5GcXGxwf2Wfel78+ZN9PT0oK6uDlKpFFOnTsU777yD5ORk1NfXIzExURc27xFF0WCsb1MoFFi/fj0AICEhodfampoaZGVlwdraGvHx8fed82DDnUsiIiKyKGfPnkVHR8d9A58xnZ2dAICGhgasXLkSsbH//1K+j48PlixZguzsbPz+978HADQ2NqK+vr7XsZqampCcnIzm5mbExcUhMDDQZG1VVRWkUina29uRkZGBqVOnPvAaHnfcuSQiIiKLIooixo8fj9GjRz9wXzs7OwCAtbU1IiMj9Y49++yzeO6553Du3Dncvn1bN5aDgwNmzpxp9HyVlZWIj49HQ0MDYmNjIZVKTY4tCAJWrFgBlUqF1NRUg/GHCu5cEhERWZCnZj14oBpsBEHQe0r8QXzve9+Dvb09bGxs8MQTTxgcd3FxgVarRUdHB+zs7CCKIiQSCWxsDCPRqVOnsG7dOmg0GkilUsTFxZkcNz8/H9u3b4eVlRU2bdqEBQsW9Gv+gwHDJRERkQUxxxPZj7OWlhbU1tYiPT29X/2HDRuGadOmoaSkBAqFwuCJ7ytXrsDOzg4jR46ERqNBaWmp0bGOHz+ONWvWwNraGlu3bkVwcLDJMQ8ePIhdu3bB0dER27Ztg5eXV7/mPljwsjgRERFZDEEQYG9vD09Pz36f4yc/+Qm0Wi327t2r115YWIiqqioEBwfDysoKZWVl0Gg0ulcQ3VNdXY0NGzbAxsYGu3fv7jVYFhYWIjs7G05OTti7d++QD5YAdy6JiIjIgtz7Uo6xy9R99cILL+DkyZP47LPP8PXXXyMgIABXrlzBf/3Xf8HNzU331R1BEODh4WHwKqE9e/ZAo9HA398fCoUCR44cMRgjKCgIdnZ22LlzJ7RaLebPn4+LFy/i4sWLBrULFy7s91oeRwyXREREZBHufSlHJpM99Lm2bNmCv/71r/j000+xc+dOODg44Pnnn0diYqIuTBYWFiIkJESvX3d3t+6rOoIgQBAEo+c/dOgQbty4oXvfZkFBAQoKCozWDrVwOUylUmkHehJERERDhVKphJub20BPgx5zlvx3xHsuiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsGC6JiIiIyGwYLomIiIjIbBguiYiIiMhsbAZ6AkRERDQ0yeVyLFu2DO+99x5mz55tcLy8vBzLly/HJ598gjFjxugda29vR3R0NMLDw5GQkKB3TCKR3HfsM2fO6P376tWr+MlPfoL33nsPPj4+UKvVOHDgAP75z3+iubkZdnZ2mDlzJuLj4zFjxgy9viqVCr///e/xv//7v1AqlXBwcMDs2bOxfPly/PCHP+zjrzF4MFwSERHRI3f58mVkZGSgp6fHZI0oihg7dqxBsFSr1UhLS4NCoTDab+PGjUbbT58+jSNHjuDHP/6xwTFBEDBixAh4enpCq9UiPT0dRUVFCA4ORnR0NK5fv478/HwkJCQgOztbF2A1Gg0SExNRW1uLsLAwTJs2DU1NTcjPz8fp06exf/9+TJw4sa8/y6DAcElERESP1IkTJ7Blyxa0tbX1WicIAvz8/PTaampqsHbtWtTU1Jjst3DhQoO2q1evYufOnRg7dizWr19vcFwURfj4+MDW1hZHjx5FUVERlixZgqSkJF1NeHg4oqOjsWPHDuTl5QEADh48iJqaGmRmZmLx4sW62pCQECxduhTvvvsudu3a1es6Bxvec0lERESPjEwmw+rVq+Hi4oLQ0FCTdUqlEpcuXYK/v7+uLTc3F3FxcVAqlYiJiXmgcbdt24YbN27g17/+Nezt7fWOdXV1oaSkRDfWvUvmERERenXu7u7w8vJCbW0tVCoVAKCoqAi2trYIDw+l7OizAAEAAElEQVTXq50yZQomTJiAsrKyB5rnYMCdSyIiIgvyfIHxS72W4B9hox76HHV1dUhKSkJMTAxyc3NN1gmCADs7O8yaNUvXVlVVhbCwMCxfvhz19fX4+OOP+zTmmTNn8O9//xsLFy6El5eXwfHy8nLcunULc+fOBQAkJycjMjISo0YZrre1tRUAYGV1d39u8+bNaG1thbW1tV6dVqvF9evXdXVDCcMlERGRBSlWdg30FL5TeXl5GD58+H3rRFGEt7e3Xu3GjRt1/66vr+/zmL/73e9gY2ODxMREo8cFQcCkSZPg7u4OAHB2doazs7NBXUVFBeRyOSZPngxHR0cAgKurK1xdXQ1qjx49imvXriEgIKDP8xwshl6cJiIiogHTl2DZ3d2N4uJig/st+9L32yoqKlBZWYmFCxfiqaeeMlojiqLBWN+mUCh092p+++n0b6upqUFWVhasra0RHx//wHN+3DFcEhERkUU5e/YsOjo67hv4+uK//uu/AABxcXFGjzc2NqK+vr7XsZqampCYmIjm5mbExcUhMDDQZG1VVRWSkpLQ3t6O1NRUTJ069eEW8BhiuCQiIiKLIooixo8fj9GjRz/Uebq6uiAIAqZOnYrx48ebHMvBwQEzZ840eryyshLx8fFoaGhAbGwspFKpyfEEQcCKFSugUqmQmpqKyMjIh5r/44r3XBIREVkQHzfbgZ7CgBMEQe8p8f4qKSlBR0dHr0+li6IIiUQCGxvDSHTq1CmsW7cOGo0GUqnU5O4nAOTn52P79u2wsrLCpk2bsGDBgoee/+OK4ZKIiMiCmOOJ7MdZS0sLamtrkZ6e/tDnKi8vBwD4+voaPa7RaFBaWmp0rOPHj2PNmjWwtrbG1q1bERwcbHKcgwcPYteuXXB0dMS2bduMPpE+lDBcEhERkcUQBAH29vbw9PR86HOdP38ednZ2Ji+Jl5WVQaPR6F5BdE91dTU2bNgAGxsbZGdnG/005T2FhYXIzs6Gk5MT3n///SH3NR5jGC6JiIjIYtz7Uo6xy9QPqr6+Hu7u7ibfNSkIAjw8PAxeJbRnzx5oNBr4+/tDoVDgyJEjBn2DgoJgZ2eHnTt3QqvVYv78+bh48SIuXrxoUGvsi0GDGcMlERERWYR7X8qRyWRmOd/169cxefJkk8cLCwsREhKi19bd3a37qo4gCBAEwWjfQ4cO4caNG7r3bRYUFKCgoMBo7VALl8NUKpV2oCdBREQ0VCiVSri5uQ30NOgxZ8l/R3wVERERERGZDcMlEREREZkNwyURERERmQ3DJRERERGZDcMlEREREZkNwyURERERmQ3DJRERERGZDcMlEREREZkNwyURERERmQ3DJRERERGZDcMlEREREZkNwyURERERmQ3DJRERERGZDcMlERERDQi5XA5fX1+UlpYaPV5eXg6JRILGxkaDY+3t7QgLC8O+ffuM9r127Ro2b96MhQsXws/PDz/96U/x/vvvo7Oz02j91atXIZFIUFxcDABQq9XIyclBREQE/Pz8EBwcDJlMBrlcbtBXpVIhKysLixYtgp+fH0JDQ5GZmYm6uro+/hKDi81AT4CIiIiGnsuXLyMjIwM9PT0ma0RRxNixYzFmzBi9drVajbS0NCgUCqP9bt68iWXLluHq1asIDw+Hh4cHSkpK8Ic//AHnz5/H7t27DfoIgoARI0bA09MTWq0W6enpKCoqQnBwMKKjo3H9+nXk5+cjISEB2dnZkEgkAACNRoPExETU1tYiLCwM06ZNQ1NTE/Lz83H69Gns378fEydOfIhf6vHDcElERESP1IkTJ7Blyxa0tbX1WicIAvz8/PTaampqsHbtWtTU1Jjs9+mnn6KpqQmvvfYafvnLXwIAIiIisHnzZnz22WcoLCzE3Llz9fqIoggfHx/Y2tri6NGjKCoqwpIlS5CUlKSrCQ8PR3R0NHbs2IG8vDwAwMGDB1FTU4PMzEwsXrxYVxsSEoKlS5fi3Xffxa5du/r2wwwSvCxOREREj4xMJsPq1avh4uKC0NBQk3VKpRKXLl2Cv7+/ri03NxdxcXFQKpWIiYkx2ffy5csAgHnz5um1BwUFAQAuXryo197V1YWSkhLdWGfOnAFwN5B+k7u7O7y8vFBbWwuVSgUAKCoqgq2tLcLDw/Vqp0yZggkTJqCsrMzkPAcr7lwSERFZELtNSfcvGiC31//uoc9RV1eHpKQkxMTEIDc312SdIAiws7PDrFmzdG1VVVUICwvD8uXLUV9fj48//tho33HjxgEAvvrqK71L0vX19QAANzc3vfry8nLcunVLt5uZnJyMyMhIjBo1yuDcra2tAAArq7v7c5s3b0Zrayusra316rRaLa5fv66rG0oYLomIiCyIdU3lQE/hO5WXl4fhw4fft04URXh7e+vVbty4Uffve0HRmJ/+9Kc4fvw4srOz8cQTT2Dy5MmoqKjABx98gIkTJ+I//uM/9OoFQcCkSZPg7u4OAHB2doazs7PBeSsqKiCXyzF58mQ4OjoCAFxdXeHq6mpQe/ToUVy7dg0BAQH3Xetgw3BJREREj0xfgmV3dzeKi4vx+uuvP3BfABgxYgQSExOxbt06pKWl6drHjh2L3/72t3jyySf16kVRRGBgYK/nVCgUWL9+PQAgISGh19qamhpkZWXB2toa8fHxfZrzYDL09mqJiIjIop09exYdHR0GD/P01d///ne89tpr0Gq1WLlyJbKysrBs2TIolUokJCTg6tWrutrGxkbU19f3OlZTUxMSExPR3NyMuLi4XoNoVVUVkpKS0N7ejtTUVEydOrVfa3icceeSiIiILIooihg/fjxGjx7dr/7vvvsunnjiCezfv1/3GqPAwEB4e3sjMTERu3btwjvvvKMby8HBATNnzjR6rsrKSqSmpuLrr79GbGwspFKpyXEFQcDatWtx69YtpKamIjIysl/zf9wxXBIREVmQOxOnDfQUBpwgCHpPiT8IlUoFhUIBf39/g/djenl5Ydy4cboXpQN3w6VEIoGNjWEkOnXqFNatWweNRgOpVIq4uDiT4+bn52P79u2wsrLCpk2bsGDBgn7NfzBguCQiIrIg5ngi+3HW0tKC2tpapKen96u/jY0Nhg0bZvLl7Hfu3IFWqwVw9wXopaWlRsc6fvw41qxZA2tra2zduhXBwcEmxzx48CB27doFR0dHbNu2DV5eXv2a+2DBey6JiIjIYgiCAHt7e3h6evarv4ODA370ox+huLgY1dXVescKCwvR0NCAOXPmAADKysqg0WgMXqheXV2NDRs2wMbGBrt37+41WBYWFiI7OxtOTk7Yu3fvkA+WAHcuiYiIyILc+1KOscvUfZWRkYGEhAQkJCQgIiICTz/9NKqrq3Ho0CG4uLjo7psUBAEeHh4GrxLas2cPNBoN/P39oVAocOTIEYMxgoKCYGdnh507d0Kr1WL+/Pm4ePGiwQvaAWDhwoX9XsvjiOGSiIiILMK9L+XIZLKHOs+kSZPwxz/+Eb///e9RUFCAGzduwMXFBS+99BJeffVV3UvUCwsLERISote3u7tb91UdQRAgCILRMQ4dOoQbN27o3rdZUFCAgoICo7VDLVwOU6lU2oGeBBER0VChVCoNvhBD9KAs+e+I91wSERERkdkwXBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIRERGR2TBcEhEREZHZMFwSERERkdkwXBIRERGR2TBcEhEREZHZMFwSERHRgJDL5fD19UVpaanR4+Xl5ZBIJGhsbDQ41t7ejrCwMOzbt89o35aWFmzYsAGhoaEIDAzEkiVLcOTIEZNzuXr1KiQSCYqLiwEAarUaOTk5iIiIgJ+fH4KDgyGTySCXyw36qlQqZGVlYdGiRfDz80NoaCgyMzNRV1fXh19h8LEZ6AkQERHR0HP58mVkZGSgp6fHZI0oihg7dizGjBmj165Wq5GWlgaFQmG0X3NzM5YuXYrr16/jpZdewrRp01BWVoYNGzbgwoULkMlkBn0EQcCIESPg6ekJrVaL9PR0FBUVITg4GNHR0bh+/Try8/ORkJCA7OxsSCQSAIBGo0FiYiJqa2sRFhaGadOmoampCfn5+Th9+jT279+PiRMnPsQv9fhhuCQiIqJH6sSJE9iyZQva2tp6rRMEAX5+fnptNTU1WLt2LWpqakz22717N1pbW/HGG2/g5ZdfBgBERkbiqaeewp///GcEBgbCy8tLr48oivDx8YGtrS2OHj2KoqIiLFmyBElJSbqa8PBwREdHY8eOHcjLywMAHDx4EDU1NcjMzMTixYt1tSEhIVi6dCneffdd7Nq1q28/zCDBy+JERET0yMhkMqxevRouLi4IDQ01WadUKnHp0iX4+/vr2nJzcxEXFwelUomYmBij/bq6uiAIAp555hm9sAcAS5cuBQB88sknBn1KSkp0Y505cwYAEBERoVfn7u4OLy8v1NbWQqVSAQCKiopga2uL8PBwvdopU6ZgwoQJKCsrM7nGwYo7l0RERBbkdknKQE/BJDvv7Ic+R11dHZKSkhATE4Pc3FyTdYIgwM7ODrNmzdK1VVVVISwsDMuXL0d9fT0+/vhjg34qlQoajQaTJk3CsGHD9I5973vfw/e//31UVlbqtZeXl+PWrVuYO3cuACA5ORmRkZEYNWqUwflbW1sBAFZWd/fnNm/ejNbWVlhbW+vVabVaXL9+XVc3lDBcEhERWZCetgsDPYXvVF5eHoYPH37fOlEU4e3trVe7ceNG3b/r6+uN9rOzswMAdHR0GBy7c+cO2tvboVar9doFQcCkSZPg7u4OAHB2doazs7NB/4qKCsjlckyePBmOjo4AAFdXV7i6uhrUHj16FNeuXUNAQMB91zrYDL04TURERAOmL8Gyu7sbxcXFBvdb9qWvg4MDJk6ciIqKCjQ3N+sdO3nyJLq7u6HRaPTaRVE0GOvbFAoF1q9fDwBISEjotbampgZZWVmwtrZGfHz8fec82DBcEhERkUU5e/YsOjo67hv4TElISIBGo8HKlStRWFiIpqYmfPHFF3j77bfh6OgIG5v/f+G2sbER9fX1vY7V1NSExMRENDc3Iy4uDoGBgSZrq6qqkJSUhPb2dqSmpmLq1Kn9WsPjjJfFiYiIyKKIoojx48dj9OjR/er/4x//GOvWrUN2djZWrlwJAHBycsLKlStx7NgxvSfNRVGEg4MDZs6cafRclZWVSE1Nxddff43Y2FhIpVKT4wqCgLVr1+LWrVtITU1FZGRkv+b/uGO4JCIisiBWjlMGegoDThAEvafE++MnP/kJQkNDUV1dDSsrK0yaNAnDhw/H73//ezz99NO6OlEUIZFI9HYz7zl16hTWrVsHjUYDqVSKuLg4k+Pl5+dj+/btsLKywqZNm7BgwYKHmv/jjOGSiIjIgpjjiezHWUtLC2pra5Gent7vcwiCgLa2NixcuBAzZszQtX/11VdoaWnBSy+9BODuC9BLS0uNjnX8+HGsWbMG1tbW2Lp1K4KDg02Od/DgQezatQuOjo7Ytm2bwTs0hxqGSyIiIrIYgiDA3t4enp6e/T7HP/7xD/z973/H9OnTMXbsWAB332W5Z88ePPHEE7r3V5aVlUGj0eheQXRPdXU1NmzYABsbG2RnZ2P27NkmxyosLER2djacnJzw/vvvD7mv8RjDcElEREQW496Xcoxdpu6rn//85zhx4gSSk5Pxn//5n3jyySdx5MgRyOVyrFmzRvfqIEEQ4OHhYfAqoT179kCj0cDf3x8KhcLoN8mDgoJgZ2eHnTt3QqvVYv78+bh48SIuXrxoULtw4cJ+r+VxxHBJREREFuHel3KMffv7QUycOBE5OTnYu3cvPvzwQ/T09MDDwwN79uzBnDlzdHWFhYUICQnR69vd3a37qo4gCBAEwegYhw4dwo0bN3Tv2ywoKEBBQYHR2qEWLoepVCrtQE+CiIhoqFAqlXBzcxvoadBjzpL/jvieSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhuGSyIiIiIyG4ZLIiIiIjIbhksiIiIiMhuGSyIiIiIyG4ZLIqL/x97dx1Vd5/n/f8iFhbLIqEiOMzZehhe5iIoKq7BfCMdycAy2EaVJl5aCSZJBbFxTJy23RASdGrOxcqZ2jb7DT20o13aW8tt+DiIC0jBOCoRoXAiFx2uOouf3hzfOdjoHFTsJyvN+u81t8v15vT/v1zk3/nje3udzISIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiKdory8nClTplBcXOz0eGlpKcHBwdTW1gJgNpvJyMhg9uzZhISEEBUVxbJlyzh69KjD3JaWFrZs2cLDDz/MtGnTiI2N5e233+by5ctO1zpx4gTBwcEUFRXZ5m/evJmYmBhCQkKIiIggNTWV8vJyh7kd6as78OjsBkRERKT7OXbsGEuXLuXKlSvt1phMJgYPHsygQYOwWCwkJSVRXV3NrFmzGD16NHV1deTm5rJv3z62bt3KsGHDALhy5Qq/+tWvKCgo4Cc/+QljxoyhsLCQTZs2cezYMf71X//VYS3DMOjVqxeBgYFYrVbS09MpLCwkIiKCuLg4Tp48SW5uLomJiWRnZxMcHAzQob66C4VLERERuaU++ugjXnjhBU6fPn3NOsMwCAkJAWD79u1UVVWxbNky5syZY6uJjIxk4cKFvPzyy2RlZQHw3//935hMJn7xi1/w2GOPATBnzhz+7d/+jR07dhAdHc3YsWPt1jKZTEyaNAlPT0/27NlDYWEhCxYsIDk52VYTHR1NXFwcmZmZ5OTkdLiv7kI/i4uIiMgtk5qayjPPPEO/fv2Iiopqt66pqYnKykpCQ0MBKCwsxNPTk+joaLu6gIAAhg4dSklJiW3s/fffx9PTk0ceecSu9uc//zkAeXl5duOXLl3iwIEDtrX2798PQExMjF2dv78/QUFBVFdXYzabO9xXd6GdSxERkS7ktfdXd3YL7Up8aOW3PsfRo0dJTk5m3rx5bNu2rd06wzDw8vJi/PjxAKxZs4bm5mbc3d3t6qxWKydPnsTN7X/3y8rLyxk2bBheXl52tYMGDeJ73/sef/3rX+3GS0tLOX/+PFOnTgVg0aJFxMbGMmDAAIe+mpubAWzrdaSv7kLhUkREpAs53lTV2S18p3JycujZs+d160wmExMnTrTV9u/fn/79+zvU7dmzhy+//JLp06cDV2/EOX36tC2UftOAAQOoq6uzGzMMg+HDh+Pv7w+Ar68vvr6+DnPLysooLy9nxIgR+Pj4dKiv7qT7xWkRERHpNDcSLFtbWykqKrJdb9meqqoqMjIycHd3JyEhAYCzZ88C0KtXL6dz7r77bi5cuGA3ZjKZrrtWY2MjK1de3blNTEzscF/dicKliIiIdCkHDx7k3Llz1wx8hw8fJjk5mTNnzpCWlsaoUaOAqz9Hf/3/v8lqtdr9hF1bW0tNTc0116qrqyMpKYn6+nri4+MJCwvrcF/dicKliIiIdCkmk4khQ4YwcOBAp8cNw+DJJ5/EbDaTlpZGbGys7VjbjmVLS4vTuS0tLfTu3dtuLW9vb8aNG+e0/tChQyQkJHD8+HHmz59PSkpKu31fq6/uRNdcioiIdCE/9Otez0R0xjAM253b35Sbm8v69etxc3Nj9erVzJgxw+5479698fX1pbGx0en8xsZGu9BqMpkIDg7Gw8MxEu3du5cVK1ZgsVhISUkhPj6+3Z6v11d3onApIiLShbjijuzbWUNDA9XV1aSnpzsc2759O1lZWfj4+LBu3TqCgoKcnmPMmDEcOHCAlpYW7r77btt4bW0tZrPZFvwsFgvFxcVO18rPz2f58uW4u7uzdu1aIiIi2u35RvvqLvSzuIiIiHQZhmHQu3dvAgMD7cYLCgrIzs6mT58+bNmy5ZoB7sc//jEWi8X2oPM2f/jDHwCYNWsWACUlJVgsFtsjiNpUVFSwatUqPDw82Lhx4zWDZUf66i60cykiIiJdRtubcr75M/WGDRuwWq1MmzaNI0eOcOTIEYe5M2fOBCAqKopdu3bx29/+lrq6OkaPHs2+ffv47//+b/7pn/6J++67D7gaZEeOHOnwKKFNmzZhsVgIDQ2lsbGR3bt3O6wVHh6Ol5dXh/rqLhQuRUREpEtoe1NOamqq3XhDQwM1NTXA1bfrfPMNO23aQlyPHj3IzMzkd7/7HR9++CHvv/8+3//+90lNTeVnP/uZrb6goIDIyEi7c7S2ttreqmMYBoZhOF1r586dnDp1qkN9dRc9zGaz83v1RURExOWamprw8/Pr7DbkNteV/450zaWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiHSK8vJypkyZQnFxsdPjpaWlBAcHU1tbC4DZbCYjI4PZs2cTEhJCVFQUy5Yt4+jRo9dcp66ujrCwMPLy8tqtOXHiBMHBwRQVFQHQ0tLC5s2biYmJISQkhIiICFJTUykvL3eYe7N93ak8OrsBERER6X6OHTvG0qVLuXLlSrs1JpOJwYMHM2jQICwWC0lJSVRXVzNr1ixGjx5NXV0dubm57Nu3j61btzJs2DCHczQ3N5OamsqFCxeu2Y9hGPTq1YvAwECsVivp6ekUFhYSERFBXFwcJ0+eJDc3l8TERLKzswkODga46b7uZAqXIiIickt99NFHvPDCC5w+ffqadYZhEBISAsD27dupqqpi2bJlzJkzx1YTGRnJwoULefnll8nKyrKbX1paysqVKzlx4sR1ezKZTEyaNAlPT0/27NlDYWEhCxYsIDk52VYTHR1NXFwcmZmZ5OTk3HRfdzr9LC4iIiK3TGpqKs888wz9+vUjKiqq3bqmpiYqKysJDQ0FoLCwEE9PT6Kjo+3qAgICGDp0KCUlJXbj69at44knnsBqtdqFPmcuXbrEgQMHbGvt378fgJiYGLs6f39/goKCqK6uxmw231Rf3YF2LkVERLqQXbt2dXYL7Zo9e/a3PsfRo0dJTk5m3rx5bNu2rd06wzDw8vJi/PjxAKxZs4bm5mbc3d3t6qxWKydPnsTNzX6/rKKigvj4eP75n/+Zjz/+mB07drS7VmlpKefPn2fq1KkALFq0iNjYWAYMGOBQ29zcDGBbr6N9dQcKlyIiIl1IY2NjZ7fwncrJyaFnz57XrTOZTEycONFW279/f/r37+9Qt2fPHr788kumT59uN/7KK6/c0DpwNcgOHz4cf39/AHx9ffH19XWoKysro7y8nBEjRuDj43NTfXUH3S9Oi4iISKe5kcDX2tpKUVGR7XrL9lRVVZGRkYG7uzsJCQkdXqeNyWS67lqNjY2sXLkSgMTExJvuqztQuBQREZEu5eDBg5w7d+6age/w4cMkJydz5swZ0tLSGDVq1E2tVVtbS01NzTXXqqurIykpifr6euLj4wkLC/vO+7qdKVyKiIhIl2IymRgyZAgDBw50etwwDJ588knMZjNpaWnExsZ+q7W8vb0ZN26c0+OHDh0iISGB48ePM3/+fFJSUto9lyv7up3pmksREZEuxNlNJN2NYRi2O7e/KTc3l/Xr1+Pm5sbq1auZMWPGt1rLZDIRHByMh4djJNq7dy8rVqzAYrGQkpJCfHx8u+dxdV+3M4VLERGRLsQVd2TfzhoaGqiuriY9Pd3h2Pbt28nKysLHx4d169YRFBT0rdayWCwUFxc7XSs/P5/ly5fj7u7O2rVriYiIaPc8ru7rdqdwKSIiIl2GYRj07t2bwMBAu/GCggKys7Pp06cPr776qkveelNSUoLFYrE9gqhNRUUFq1atwsPDg+zsbCZMmNDuOb6Lvm53CpciIiLSZbS9KeebP1Nv2LABq9XKtGnTOHLkCEeOHHGYO3PmzA6tZRgGI0eOdHiU0KZNm7BYLISGhtLY2Mju3bsd5oaHh+Pl5fWd9HW7U7gUERGRLqHtTTmpqal24w0NDdTU1ACQl5dHXl6e0/kdDXEFBQVERkbajbW2ttreqmMYBoZhOJ27c+dOTp069Z30dbvrYTabrZ3dhIiISHfR1NSEn59fZ7cht7mu/HekRxGJiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiEinKC8vZ8qUKRQXFzs9XlpaSnBwMLW1tQCYzWYyMjKYPXs2ISEhREVFsWzZMo4ePeowt76+nueee44HH3yQqVOn8uCDD7JmzRqampqcrnXixAmCg4MpKioCoKWlhc2bNxMTE0NISAgRERGkpqZSXl7uMLcjfXUHHp3dgIiIiHQ/x44dY+nSpVy5cqXdGpPJxODBgxk0aBAWi4WkpCSqq6uZNWsWo0ePpq6ujtzcXPbt28fWrVsZNmwYACdPniQhIYEzZ84wZ84cfvSjH1FVVcXOnTspLCxk27Zt9O/f324twzDo1asXgYGBWK1W0tPTKSwsJCIigri4OE6ePElubi6JiYlkZ2cTHBwM0KG+uguFSxEREbmlPvroI1544QVOnz59zTrDMAgJCQFg+/btVFVVsWzZMubMmWOriYyMZOHChbz88stkZWUB8Oqrr/Lll1+yceNGpk6daqudPHkyS5Ys4Y033mDp0qV2a5lMJiZNmoSnpyd79uyhsLCQBQsWkJycbKuJjo4mLi6OzMxMcnJyOtxXd6GfxUVEROSWSU1N5ZlnnqFfv35ERUW1W9fU1ERlZSWhoaEAFBYW4unpSXR0tF1dQEAAQ4cOpaSkxDZWWFjIoEGD7IIlwPTp0/H29rarBbh06RIHDhywrbV//34AYmJi7Or8/f0JCgqiuroas9nc4b66C+1cioiIdCE5P/33zm6hXT/bOf9bn+Po0aMkJyczb948tm3b1m6dYRh4eXkxfvx4ANasWUNzczPu7u52dVarlZMnT+Lm9r/7ZVu2bOH8+fMO57xw4QIXLlywq4Wr13aeP3/eFkYXLVpEbGwsAwYMcDhHc3MzgO0cHemru1C4FBER6UIaSus7u4XvVE5ODj179rxunclkYuLEibba/v37O1wnCbBnzx6+/PJLpk+fbhvz9/d3es7t27dz+fJlJk6caDduGAbDhw+3zfP19cXX19dhfllZGeXl5YwYMQIfH58O99VddL84LSIiIp3mRoJla2srRUVFtust21NVVUVGRgbu7u4kJCRcs7aoqIjXX3+d3r17M3++/Q6syWS67lqNjY2sXLkSgMTERJf1dSdSuBQREZEu5eDBg5w7d+6age/w4cMkJydz5swZ0tLSGDVqVLu1+/btIy0tjStXrvDcc8/Z7WzW1tZSU1NzzbXq6upISkqivr6e+Ph4wsLCXNLXnUrhUkRERLoUk8nEkCFDGDhwoNPjhmHw5JNPYjabSUtLIzY2tt1zvffee/zyl7/k8uXLPP/88w4/U5tMJry9vRk3bpzT+YcOHSIhIYHjx48zf/58UlJS2l2rI33dyXTNpYiISBdyz3jngao7MQzDduf2N+Xm5rJ+/Xrc3NxYvXo1M2bMaPc8mzdv5s0338Tb25uXXnqJSZMmOdSYTCaCg4Px8HCMRHv37mXFihVYLBZSUlKIj49vd62O9HWnU7gUERHpQlxxR/btrKGhgerqatLT0x2Obd++naysLHx8fFi3bh1BQUHtnmfDhg2888473HPPPWRlZTl9kLnFYqG4uNjpWvn5+Sxfvhx3d3fWrl1LREREu2t1pK/uQOFSREREugzDMOjduzeBgYF24wUFBWRnZ9OnTx9effXVa771ZseOHbzzzjv84Ac/4NVXX3X6SCGAkpISLBaLw/MwKyoqWLVqFR4eHmRnZzNhwoR21+pIX92FwqWIiIh0GW1vyvnmz9QbNmzAarUybdo0jhw5wpEjRxzmzpw5kwsXLvDKK68AEB4e7vS95V5eXoSHh2MYBiNHjnR4lNCmTZuwWCyEhobS2NjI7t27Hc4RHh6Ol5fXDffVnShcioiISJfQ9qac1NRUu/GGhgZqamoAyMvLIy8vz+n8mTNn8re//c32Wsm3337bad3AgQMJDw+noKCAyMhIu2Otra22t+oYhoFhGE7PsXPnTk6dOnXDfXUnPcxms7WzmxAREekumpqa8PPz6+w25DbXlf+O9CgiEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLERER6RTl5eVMmTKF4uJip8dLS0sJDg6mtrYWALPZTEZGBrNnzyYkJISoqCiWLVvG0aNHHeY2Nzfz4osvMnv2bKZNm8a8efPIzc3FarU6XevEiRMEBwdTVFQEQEtLC5s3byYmJoaQkBAiIiJITU2lvLzcYW5H+uoOPDq7AREREel+jh07xtKlS7ly5Uq7NSaTicGDBzNo0CAsFgtJSUlUV1cza9YsRo8eTV1dHbm5uezbt4+tW7cybNgwAM6ePcsTTzxBQ0MDsbGx/OAHP6CgoICXXnqJqqoqli5d6rCWYRj06tWLwMBArFYr6enpFBYWEhERQVxcHCdPniQ3N5fExESys7MJDg4G6FBf3YXCpYiIiNxSH330ES+88AKnT5++Zp1hGISEhACwfft2qqqqWLZsGXPmzLHVREZGsnDhQl5++WWysrIA+I//+A9qamp44YUXeOCBBwCIiYkhLS2N3Nxc5s6dy+DBg+3WMplMTJo0CU9PT/bs2UNhYSELFiwgOTnZVhMdHU1cXByZmZnk5OR0uK/uQj+Li4iIyC2TmprKM888Q79+/YiKimq3rqmpicrKSkJDQwEoLCzE09OT6Ohou7qAgACGDh1KSUmJbezixYuMHj2aiIgIu9rJkydjtVo5fPiw3filS5c4cOCAba39+/cDVwPp1/n7+xMUFER1dTVms7nDfXUX2rkUERHpQh7Ia+zsFtr1X7MGfOtzHD16lOTkZObNm8e2bdvarTMMAy8vL8aPHw/AmjVraG5uxt3d3a7OarVy8uRJ3Nz+d7/sqaeecnrOtlD5/e9/3268tLSU8+fPM3XqVAAWLVpEbGwsAwY4ft7m5mYA23od6au7ULgUERHpQoqaLnV2C9+pnJwcevbsed06k8nExIkTbbX9+/enf//+DnV79uzhyy+/ZPr06U7Pc+HCBWpra/nggw/405/+RFhYGGPGjLGrMQyD4cOH4+/vD4Cvry++vr4O5yorK6O8vJwRI0bg4+Pzrfq6kylcioiIyC1zI8GytbWVoqKidncg21RVVZGRkYG7uzsJCQlOa1599VW2b98OwA9/+EMWL17sUGMymQgLC7vmWo2NjaxcuRKAxMTEb93Xnaz77dWKiIhIl3bw4EHOnTtnu5nHmcOHD5OcnMyZM2dIS0tj1KhRTuv+4R/+gfXr1/OLX/yCU6dOER8fz6FDh2zHa2trqampueZadXV1JCUlUV9fT3x8/DWD6I32dSdTuBQREZEuxWQyMWTIEAYOHOj0uGEYPPnkk5jNZtLS0oiNjW33XJMmTWL69Ok89thjvPLKK7S0tPCb3/zGbi1vb2/GjRvndP6hQ4dISEjg+PHjzJ8/n5SUlHbX6khfdzL9LC4iItKFTPLz7OwWOp1hGLY7t78pNzeX9evX4+bmxurVq5kxY8YNn/e+++5jyJAh/O1vf7ONmUwmgoOD8fBwjER79+5lxYoVWCwWUlJSiI+Pb/fc36avO43CpYiISBfiijuyb2cNDQ1UV1eTnp7ucGz79u1kZWXh4+PDunXrCAoKcqixWq08+uij9OzZkzfeeMPh+Llz57jrrruAqw9ALy4udrpWfn4+y5cvx93dnbVr1zo81qijfXUn+llcREREugzDMOjduzeBgYF24wUFBWRnZ9OnTx+2bNnSboDr0aMHfn5+lJeXs2/fPrtj//mf/0l9fT3h4eEAlJSUYLFYbI8galNRUcGqVavw8PBg48aN1wyWN9pXd6KdSxEREeky2t6U882fqTds2IDVamXatGkcOXKEI0eOOMydOXMmAIsXL+Yvf/kLzzzzDDExMfzgBz/gr3/9K++//z733nsvSUlJwNUgO3LkSIdHCW3atAmLxUJoaCiNjY3s3r3bYa3w8HC8vLw61Fd3oXApIiIiXULbm3JSU1PtxhsaGqipqQEgLy+PvLw8p/PbQty9997L73//e1599VXy8vI4c+YM/v7+zJs3j3/+53/G29sbuLrrGBkZaXeO1tZW21t1DMPAMAyna+3cuZNTp051qK/uoofZbLZ2dhMiIiLdRVNTE35+fp3dhtzmuvLfka65FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUERGRTlFeXs6UKVMoLi52ery0tJTg4GBqa2sBMJvNZGRkMHv2bEJCQoiKimLZsmUcPXr0ums9++yzBAcHU1dX5/T4iRMnCA4OpqioCICWlhY2b95MTEwMISEhREREkJqaSnl5ucPcb9PXncijsxsQERGR7ufYsWMsXbqUK1eutFtjMpkYPHgwgwYNwmKxkJSURHV1NbNmzWL06NHU1dWRm5vLvn372Lp1K8OGDXN6ng8++IAPP/zwmv0YhkGvXr0IDAzEarWSnp5OYWEhERERxMXFcfLkSXJzc0lMTCQ7O5vg4GCAb9XXnUrhUkRERG6pjz76iBdeeIHTp09fs84wDEJCQgDYvn07VVVVLFu2jDlz5thqIiMjWbhwIS+//DJZWVkO56irqyMjI4OePXty8eLFdtcymUxMmjQJT09P9uzZQ2FhIQsWLCA5OdlWEx0dTVxcHJmZmeTk5Hyrvu5k+llcREREbpnU1FSeeeYZ+vXrR1RUVLt1TU1NVFZWEhoaCkBhYSGenp5ER0fb1QUEBDB06FBKSkocznH58mVWrVrFD37wA/7xH/+x3bUuXbrEgQMHbGvt378fgJiYGLs6f39/goKCqK6uxmw233RfdzrtXIqIiHQhXquTr1/USS6s/O23PsfRo0dJTk5m3rx5bNu2rd06wzDw8vJi/PjxAKxZs4bm5mbc3d3t6qxWKydPnsTNzXG/bNu2bXz22Wf8/ve/56233mp3rdLSUs6fP8/UqVMBWLRoEbGxsQwYMMChtrm5GcC23s30dadTuBQREelC3KsOdXYL36mcnBx69ux53TqTycTEiRNttf3796d///4OdXv27OHLL79k+vTpduPl5eVs3bqVxYsXM3To0GuuZRgGw4cPx9/fHwBfX198fX0d6srKyigvL2fEiBH4+PjcVF/dQfeL0yIiItJpbiRYtra2UlRUZLvesj1VVVVkZGTg7u5OQkKCbfz8+fOsWrWKCRMm8Mgjj1x3PZPJdN21GhsbWblyJQCJiYk31Vd3oZ1LERER6VIOHjzIuXPnrhn4Dh8+TEpKCmfOnGHp0qWMGjXKdiwzM5NTp06xefNmevTocc21amtrqampueZadXV1LFq0iPr6euLj4wkLC7upvroL7VyKiIhIl2IymRgyZAgDBw50etwwDJ588knMZjNpaWnExsbajn300Uf86U9/4sknn6Rnz56YzWbMZjOXLl0C4MyZM7abcdrW8vb2Zty4cU7XOnToEAkJCRw/fpz58+eTkpLSbt/X6qs70c6liIhIF3J52OjObqHTGYZhu3P7m3Jzc1m/fj1ubm6sXr2aGTNm2B3/f//v/wGwbt061q1b5zD/0UcfBf73jnCTyURwcDAeHo6RaO/evaxYsQKLxUJKSgrx8fHt9ny9vroThUsREZEuxBV3ZN/OGhoaqK6uJj093eHY9u3bycrKwsfHh3Xr1hEUFORQ8+ijjzJz5kyH8bfeeovCwkJWr15N3759gasPQC8uLna6Vn5+PsuXL8fd3Z21a9cSERHRbs830ld3onApIiIiXYZhGPTu3ZvAwEC78YKCArKzs+nTpw+vvvpqu2+9GTp0qNO7w3fv3g3AuHHj+P73vw9ASUkJFovF9giiNhUVFaxatQoPDw+ys7OZMGFCu/3eaF/dicKliIiIdBltb8r55s/UGzZswGq1Mm3aNI4cOcKRI0cc5jrbsbwWwzAYOXKkw6OENm3ahMViITQ0lMbGRlsw/brw8HC8vLy+k75udwqXIiIi0iW0vSknNTXVbryhoYGamhoA8vLyyMvLczq/oyGuoKCAyMhIu7HW1lbbW3UMw8AwDKdzd+7cyalTp76Tvm53Pcxms7WzmxAREekumpqa8PPz6+w25DbXlf+O9CgiEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERHpFOXl5UyZMoXi4mKnx0tLSwkODqa2thYAs9lMRkYGs2fPJiQkhKioKJYtW8bRo0cd5r7++usEBwc7/d9rr73mUH/ixAmCg4MpKioCoKWlhc2bNxMTE0NISAgRERGkpqZSXl7uMLcjfXUHHp3dgIiIiHQ/x44dY+nSpVy5cqXdGpPJxODBgxk0aBAWi4WkpCSqq6uZNWsWo0ePpq6ujtzcXPbt28fWrVsZNmyYbW5lZSVeXl786le/cjjv8OHDHcYMw6BXr14EBgZitVpJT0+nsLCQiIgI4uLiOHnyJLm5uSQmJpKdnU1wcDBAh/vqDhQuRURE5Jb66KOPeOGFFzh9+vQ16wzDICQkBIDt27dTVVXFsmXLmDNnjq0mMjKShQsX8vLLL5OVlWUbr6ioYOjQocycOfOGejKZTEyaNAlPT0/27NlDYWEhCxYsIDk52VYTHR1NXFwcmZmZ5OTk3FRf3YF+FhcREZFbJjU1lWeeeYZ+/foRFRXVbl1TUxOVlZWEhoYCUFhYiKenJ9HR0XZ1AQEBDB06lJKSEttYS0sLX3zxBUOHDr2hni5dusSBAwdsa+3fvx+AmJgYuzp/f3+CgoKorq7GbDZ3uK/uQjuXIiIiXciFA4s7u4V2eU3M/tbnOHr0KMnJycybN49t27a1W2cYBl5eXowfPx6ANWvW0NzcjLu7u12d1Wrl5MmTuLn9735ZVVUVV65csf0cbbFYcHd3x8PDeewpLS3l/PnzTJ06FYBFixYRGxvLgAEDHGqbm5sBbOt1pK/uQuFSRESkC7ly+rPObuE7lZOTQ8+ePa9bZzKZmDhxoq22f//+9O/f36Fuz549fPnll0yfPt02VlFRAcDhw4d55JFHqKmpwc3NjcDAQBYvXsx9991ndw7DMBg+fDj+/v4A+Pr64uvr67BWWVkZ5eXljBgxAh8fnw731V10vzgtIiIineZGgmVraytFRUW26y3bU1VVRUZGBu7u7iQkJNjG28LlwYMHiYmJISMjg4SEBD777DP+5V/+hUOHDtmdx2QyXXetxsZGVq5cCUBiYuJN9dVdaOdSREREupSDBw9y7ty5awa+w4cPk5KSwpkzZ1i6dCmjRo2yHZsyZQq9e/dm3rx5th3I6dOnExISQkJCAhs2bGDr1q0A1NbWUlNTc8216urqWLRoEfX19cTHxxMWFnZTfXUXCpciIiLSpZhMJoYMGcLAgQOdHjcMg2effZbz58+TlpZGbGys3fFp06Yxbdo0h3mjR4/m/vvvp6ysjHPnztG7d29MJhPe3t6MGzfO6VqHDh0iLS2Nr776ivnz55OSktJu39frq7tQuBQREelC3HwCOruFTmcYhu3O7W/Kzc1l/fr1uLm5sXr1ambMmNGhc/ft2xer1cqFCxds4TI4ONjpzT579+5lxYoVWCwWUlJSiI+Pb/e837avO4nCpYiISBfiijuyb2cNDQ1UV1eTnp7ucGz79u1kZWXh4+PDunXrCAoKcqixWq0sXLgQwOnd6NXV1fTu3Zvvfe97WCwWiouLna6Vn5/P8uXLcXd3Z+3atURERLTb84301Z3ohh4RERHpMgzDoHfv3gQGBtqNFxQUkJ2dTZ8+fdiyZUu7Aa5Hjx706dOHQ4cOsXfvXrtj77//PtXV1cycORN3d3dKSkqwWCy2RxC1qaioYNWqVXh4eLBx48ZrBssb7as70c6liIiIdBltb8r55s/UGzZswGq1Mm3aNI4cOcKRI0cc5ra9jefpp5+mvLycZ599ljlz5vCjH/2Iv/71r7z//vsMHTqUpKQk4GqQHTlypMOjhDZt2oTFYiE0NJTGxkZ2797tsFZ4eDheXl4d6qu7ULgUERGRLqHtTTmpqal24w0NDdTU1ACQl5dHXl6e0/ltIW7o0KH8/ve/Z8uWLezZs4czZ87g5+fHvHnzWLhwIX/3d38HXN11jIyMtDtHa2ur7a06hmFgGIbTtXbu3MmpU6c61Fd30cNsNls7uwkREZHuoqmpCT8/v85uQ25zXfnvSNdcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIhIpygvL2fKlCkUFxc7PV5aWkpwcDC1tbUAmM1mMjIymD17NiEhIURFRbFs2TKOHj3qdP5//ud/8s///M9Mnz6dH//4xyxdupSamhqntSdOnCA4OJiioiIAWlpa2Lx5MzExMYSEhBAREUFqairl5eUOczva153Oo7MbEBERke7n2LFjLF26lCtXrrRbYzKZGDx4MIMGDcJisZCUlER1dTWzZs1i9OjR1NXVkZuby759+9i6dSvDhg2zzd2yZQuvv/4648ePJyUlhS+//JKcnBwSEhL4wx/+wPe//327tQzDoFevXgQGBmK1WklPT6ewsJCIiAji4uI4efIkubm5JCYmkp2dTXBwMECH++oOFC5FRETklvroo4944YUXOH369DXrDMMgJCQEgO3bt1NVVcWyZcuYM2eOrSYyMpKFCxfy8ssvk5WVBcBnn33Gm2++ybRp01i3bh3u7u4ABAcH8+STT/L73/+eZcuW2a1lMpmYNGkSnp6e7Nmzh8LCQhYsWEBycrKtJjo6mri4ODIzM8nJyelwX92FwqWIiEgX8tr7qzu7hXYlPrTyW58jNTUVwzAYMmQIU6ZM4cMPP3Ra19TURGVlJU8//TQAhYWFeHp6Eh0dbVcXEBDA0KFDKSkpsY3t2LGDK1eukJaWZguWAEFBQSQmJjJgwAC7c1y6dIkDBw6wePFiAPbv3w9ATEyMXZ2/vz9BQUH8v//3/zCbzfj6+naor+5C4VJERKQLOd5U1dktfKeOHj1KcnIy8+bNY9u2be3WGYaBl5cX48ePB2DNmjU0NzfbhUUAq9XKyZMncXP739tIDhw4wLBhw2w/fV+6dIkrV65w11138fjjjzusVVpayvnz55k6dSoAixYtIjY21iGEAjQ3NwPY1utIX92FwqWIiIjcMjk5OfTs2fO6dSaTiYkTJ9pq+/fvT//+/R3q9uzZw5dffsn06dOBq0GytraW0NBQSkpKePnll/nrX/8KwNixY1m8eDH333+/3TkMw2D48OH4+/sD4Ovri6+vr8NaZWVllJeXM2LECHx8fDrUV3fS/eK0iIiIdJobCZatra0UFRXZrrdsT1VVFRkZGbi7u5OQkADA2bNnuXLlCkePHiUlJYVRo0bx4osvsmjRImpqakhKSrKFzTYmk+m6azU2NrJy5dXLAhITEzvcV3einUsRERHpUg4ePMi5c+euGfgOHz5MSkoKZ86cYenSpYwaNQqAixcvAnD8+HGefvpp5s+fb5szadIkFixYQHZ2Nr/73e8AqK2tpaam5ppr1dXVsWjRIurr64mPjycsLKzDfXUnCpciIiJdyA/9utdja5wxmUwMGTKEgQMHOj1uGAbPPvss58+fJy0tjdjYWNsxLy8vANzd3e3GAe677z7uv/9+ysrKuHDhAl5eXphMJry9vRk3bpzTtQ4dOkRaWhpfffUV8+fPJyUlpd2+r9VXd6JwKSIi0oW44o7s251hGISGhjo9lpuby/r163Fzc2P16tXMmDHD7vjf/d3f0bt3bzw8PLjrrrsc5vfr1w+r1cq5c+ds4TI4OBgPD8dItHfvXlasWIHFYiElJYX4+Ph2e75eX92JrrkUERGRLqOhoYHq6mqnP1Nv376dl156id69e/Ob3/zGaYDr0aMHo0eP5vTp0zQ2Njoc/+KLL/Dy8qJv375YLBaKi4udBtn8/Hx+9atfceXKFdauXXvNYHkjfXUnCpciIiLSZRiGQe/evQkMDLQbLygoIDs7mz59+rBlyxaCgoLaPcdPfvITrFYrW7ZscTjH4cOHiYiIwM3NjZKSEiwWi+0RRG0qKipYtWoVHh4ebNy4kYiIiHbX6khf3YV+FhcREZEuo+1NOd/8mXrDhg1YrVamTZvGkSNHOHLkiMPcmTNnAvDjH/+Yjz/+mD/96U989dVXTJ8+nS+++IL/+3//L35+fra37hiGwciRIx0eJbRp0yYsFguhoaE0Njaye/duh7XCw8Px8vLqUF/dhcKliIiIdAltb8pJTU21G29oaKCmpgaAvLw88vLynM7/eoh74YUXePfdd9m1axcbNmzA29ubBx54gKSkJFuYLCgoIDIy0u4cra2ttrfqGIaBYRhO19q5cyenTp3qcF/dQQ+z2Wzt7CZERES6i6amJvz8/Dq7DbnNdeW/I11zKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLuPR2Q2IiIhI91ReXs7jjz/OK6+8woQJExyOl5aW8sQTT7Bjxw4GDRqE2Wzmd7/7Hf/zP/9DU1MT3t7eTJgwgSeeeIIf/ehHtnnBwcHXXXv//v12/z5x4gQ/+clPeOWVV5g0aRItLS28+eab/PnPf6a+vh4vLy/GjRtHQkICY8eOtZt7o311FwqXIiIicssdO3aMpUuXcuXKlXZrTCYTgwcPZtCgQVgsFpKSkqiurmbWrFmMHj2auro6cnNz2bdvH1u3bmXYsGEAPPfcc07Pt2/fPnbv3s0//uM/OhwzDINevXoRGBiI1WolPT2dwsJCIiIiiIuL4+TJk+Tm5pKYmEh2drYtwHakr+5C4VJERERuqY8++ogXXniB06dPX7POMAxCQkIA2L59O1VVVSxbtow5c+bYaiIjI1m4cCEvv/wyWVlZAMycOdPhXCdOnGDDhg0MHjyYlStXOhw3mUxMmjQJT09P9uzZQ2FhIQsWLCA5OdlWEx0dTVxcHJmZmeTk5HS4r+5C11yKiIjILZOamsozzzxDv379iIqKareuqamJyspKQkNDASgsLMTT05Po6Gi7uoCAAIYOHUpJSck11123bh2nTp3iX//1X+ndu7fdsUuXLnHgwAHbWm0/mcfExNjV+fv7ExQURHV1NWaz2SV93Ym0cykiItKF7Nq1q7NbaNfs2bO/9TmOHj1KcnIy8+bNY9u2be3WGYaBl5cX48ePB2DNmjU0Nzfj7u5uV2e1Wjl58iRubu3vl+3fv59PPvmEmTNnEhQU5HC8tLSU8+fPM3XqVAAWLVpEbGwsAwYMcKhtbm4GsK33bfq6UylcioiIdCGNjY2d3cJ3Kicnh549e163zmQyMXHiRFtt//796d+/v0Pdnj17+PLLL5k+fXq75/rtb3+Lh4cHSUlJTo8bhsHw4cPx9/cHwNfXF19fX4e6srIyysvLGTFiBD4+Pt+6rztV94vTIiIi0mluJFi2trZSVFRku96yPVVVVWRkZODu7k5CQoLTmrKyMg4dOsTMmTO55557nNaYTKbrrtXY2Gi7VjMxMfFb93UnU7gUERGRLuXgwYOcO3fumoHv8OHDJCcnc+bMGdLS0hg1apTTuv/7f/8vAPHx8U6P19bWUlNTc8216urqSEpKor6+nvj4eMLCwr51X3cyhUsRERHpUkwmE0OGDGHgwIFOjxuGwZNPPonZbCYtLY3Y2FindZcuXcIwDEaNGsWQIUPaXcvb25tx48Y5PX7o0CESEhI4fvw48+fPJyUlpd2+b7SvO52uuRQREelCnN1E0t0YhmG7c/ubcnNzWb9+PW5ubqxevZoZM2a0e54DBw5w7ty5a96VbjKZCA4OxsPDMRLt3buXFStWYLFYSElJaXf3s6N93ekULkVERLoQV9yRfTtraGigurqa9PR0h2Pbt28nKysLHx8f1q1b5/TO768rLS0FYMqUKU6PWywWiouLna6Vn5/P8uXLcXd3Z+3atURERLS7Tkf7utMpXIqIiEiXYRgGvXv3JjAw0G68oKCA7Oxs+vTpw6uvvnpDb73529/+hpeXV7s/iZeUlGCxWGyPIGpTUVHBqlWr8PDwIDs72+mrKb9NX3c6hUsRERHpMtrelPPNn6k3bNiA1Wpl2rRpHDlyhCNHjjjM/eabeWpqavD392/3WZOGYTBy5EiHRwlt2rQJi8VCaGgojY2N7N6922FueHg4Xl5eN9XXnU7hUkRERLqEtjflpKam2o03NDRQU1MDQF5eHnl5eU7nfzPEnTx5khEjRrS7XkFBAZGRkXZjra2ttrfqGIaBYRhO5+7cuZNTp07dVF93uh5ms9na2U2IiIh0F01NTfj5+XV2G3Kb68p/R3oUkYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIdIry8nKmTJlCcXGx0+OlpaUEBwdTW1sLgNlsJiMjg9mzZxMSEkJUVBTLli3j6NGjDnO//PJL1qxZw8yZMwkJCeGnP/0pr776KhcvXnS61okTJwgODqaoqAiAlpYWNm/eTExMDCEhIURERJCamkp5ebnD3I701R14dHYDIiIi0v0cO3aMpUuXcuXKlXZrTCYTgwcPZtCgQVgsFpKSkqiurmbWrFmMHj2auro6cnNz2bdvH1u3bmXYsGEAnD17lscff5wTJ04QHR3NyJEjOXDgAG+88QZ/+9vf2Lhxo8NahmHQq1cvAgMDsVqtpKenU1hYSEREBHFxcZw8eZLc3FwSExPJzs4mODgYoEN9dRcKlyIiInJLffTRR7zwwgucPn36mnWGYRASEgLA9u3bqaqqYtmyZcyZM8dWExkZycKFC3n55ZfJysoCYNeuXdTV1fGLX/yCxx57DICYmBjWrFnDn/70JwoKCpg6dardWiaTiUmTJuHp6cmePXsoLCxkwYIFJCcn22qio6OJi4sjMzOTnJycDvfVXehncREREbllUlNTeeaZZ+jXrx9RUVHt1jU1NVFZWUloaCgAhYWFeHp6Eh0dbVcXEBDA0KFDKSkpsY0dO3YMgH/4h3+wqw0PDwfgyJEjduOXLl3iwIEDtrX2798PXA2kX+fv709QUBDV1dWYzeYO99VdaOdSRESkC8n56b93dgvt+tnO+d/6HEePHiU5OZl58+axbdu2dusMw8DLy4vx48cDsGbNGpqbm3F3d7ers1qtnDx5Eje3/90vu/feewH4/PPP7X6SrqmpAcDPz8/uHKWlpZw/f962m7lo0SJiY2MZMGCAQ1/Nzc0AtvU60ld3oXApIiLShTSU1nd2C9+pnJwcevbsed06k8nExIkTbbX9+/enf//+DnV79uzhyy+/ZPr06baxn/70p+Tn55Odnc1dd93FiBEjKCsr4/XXX2fYsGH8n//zf+zOYRgGw4cPx9/fHwBfX198fX0d1iorK6O8vJwRI0bg4+PT4b66C4VLERERuWVuJFi2trZSVFTEU089dc26qqoqMjIycHd3JyEhwTbeq1cvkpKSWLFiBUuWLLGNDx48mN/85jfcfffdducxmUyEhYVdc63GxkZWrlwJQGJi4k311V10v71aERER6dIOHjzIuXPnbDfzOHP48GGSk5M5c+YMaWlpjBo1ynbsP//zP/nFL36B1Wrl6aefJiMjg8cff5ympiYSExM5ceKErba2tpaampprrlVXV0dSUhL19fXEx8dfM4heq6/uQuFSREREuhSTycSQIUMYOHCg0+OGYfDkk09iNptJS0sjNjbW7vjLL7/MXXfdxdatW5k/fz5hYWEkJiaSlZVFbW2t3d3bJpMJb29vxo0b53StQ4cOkZCQwPHjx5k/fz4pKSnt9n29vroL/SwuIiLShdwz3nmg6k4Mw7Dduf1Nubm5rF+/Hjc3N1avXs2MGTPsjpvNZhobGwkNDWXQoEF2x4KCgrj33nttD0qHq+EyODgYDw/HSLR3715WrFiBxWIhJSWF+Pj4dnu+Xl/dicKliIhIF+KKO7JvZw0NDVRXV5Oenu5wbPv27WRlZeHj48O6desICgpyqPHw8KBHjx7tPpz98uXLWK1W4OoD0IuLi52ulZ+fz/Lly3F3d2ft2rVERES02/ON9NWd6GdxERER6TIMw6B3794EBgbajRcUFJCdnU2fPn3YsmVLuwHO29ubv//7v6eoqIiKigqHcxw/fpzJkycDUFJSgsVicXigekVFBatWrcLDw4ONGzdeM1jeaF/diXYuRUREpMtoe1PON3+m3rBhA1arlWnTpnHkyBGHB6EDzJw5E4ClS5eSmJhIYmIiMTEx/OAHP6CiooKdO3fSr18/23WThmEwcuRIh0cJbdq0CYvFQmhoKI2NjezevdthrfDwcLy8vDrUV3ehcCkiIiJdQtubclJTU+3GGxoabA9Az8vLIy8vz+n8thA3fPhw/vCHP/C73/2OvLw8Tp06Rb9+/XjooYf4l3/5F9tD1AsKCoiMjLQ7R2trq+2tOoZhYBiG07V27tzJqVOnOtRXd9HDbDZbO7sJERGR7qKpqcnhDTEiHdWV/450zaWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiHSK8vJypkyZQnFxsdPjpaWlBAcHU1tbC4DZbCYjI4PZs2cTEhJCVFQUy5Yt4+jRow5zGxoaWLVqFVFRUYSFhbFgwQJ2797dbi8nTpwgODiYoqIiAFpaWti8eTMxMTGEhIQQERFBamoq5eXlDnM70ld34NHZDYiIiEj3c+zYMZYuXcqVK1farTGZTAwePJhBgwZhsVhISkqiurqaWbNmMXr0aOrq6sjNzWXfvn1s3bqVYcOGAVBfX8/ChQs5efIkDz30EKNHj6akpIRVq1bx2WefkZqa6rCWYRj06tWLwMBArFYr6enpFBYWEhERQVxcHCdPniQ3N5fExESys7MJDg4G6FBf3YXCpYiIiNxSH330ES+88AKnT5++Zp1hGISEhACwfft2qqqqWLZsGXPmzLHVREZGsnDhQl5++WWysrIA2LhxI83NzfzqV7/i4YcfBiA2NpZ77rmHt99+m7CwMIKCguzWMplMTJo0CU9PT/bs2UNhYSELFiwgOTnZVhMdHU1cXByZmZnk5OR0uK/uQj+Li4iIyC2TmprKM888Q79+/YiKimq3rqmpicrKSkJDQwEoLCzE09OT6Ohou7qAgACGDh1KSUkJAJcuXcIwDH74wx/ahT2AhQsXArBjxw678UuXLnHgwAHbWvv37wcgJibGrs7f35+goCCqq6sxm80d6qs70c6liIhIF/JAXmNnt9Cu/5o14Fuf4+jRoyQnJzNv3jy2bdvWbp1hGHh5eTF+/HgA1qxZQ3NzM+7u7nZ1VquVkydP4uZ2db/MbDZjsVgYPnw4PXr0sKv9u7/7O773ve9x6NAhu/HS0lLOnz/P1KlTAVi0aBGxsbEMGOD4eZubmwFs691oX92JwqWIiEgXUtR0qbNb+E7l5OTQs2fP69aZTCYmTpxoq+3fvz/9+/d3qNuzZw9ffvkl06dPB8DLywuAc+fOOdRevnyZM2fO0NLSYjduGAbDhw/H398fAF9fX3x9fR3ml5WVUV5ezogRI/Dx8elQX91J94vTIiIi0mluJFi2trZSVFRku96yPVVVVWRkZODu7k5CQgIA3t7eDBs2jLKyMurr6+3qP/74Y1pbW7FYLHbjJpPpums1NjaycuVKABITEzvcV3eicCkiIiJdysGDBzl37tw1A9/hw4dJTk7mzJkzpKWlMWrUKNuxxMRELBYLTz/9NAUFBdTV1fHBBx/wb//2b/j4+ODh8b8/3NbW1lJTU3PNterq6khKSqK+vp74+HjCwsJuqq/uQj+Li4iISJdiMpkYMmQIAwcOdHrcMAyeffZZzp8/T1paGrGxsXbH//Ef/5EVK1aQnZ3N008/DUCfPn14+umn+fDDD6mqqrJby9vbm3Hjxjld69ChQ6SlpfHVV18xf/58UlJS2u37en11FwqXIiIiXcgkP8/ObqHTGYZhu3P7m3Jzc1m/fj1ubm6sXr2aGTNmOK37yU9+QlRUFBUVFbi5uTF8+HB69uzJ7373O37wgx/Y6kwmE8HBwXa7mW327t3LihUrsFgspKSkEB8f327PN9pXd6BwKSIi0oW44o7s21lDQwPV1dWkp6c7HNu+fTtZWVn4+Piwbt06h2dVtjEMg9OnTzNz5kzGjh1rG//8889paGjgoYceAq4+AL24uNjpWvn5+Sxfvhx3d3fWrl1LREREuz3faF/dhcKliIiIdBmGYdC7d28CAwPtxgsKCsjOzqZPnz68+uqr13zrzX/913/xn//5n4wZM4bBgwcDV59luWnTJu666y7b8ytLSkqwWCy2RxC1qaioYNWqVXh4eJCdnc2ECRPaXasjfXUXCpciIiLSZbS9KeebP1Nv2LABq9XKtGnTOHLkCEeOHHGYO3PmTAAeffRRPvroIxYtWsQ//dM/cffdd7N7927Ky8tZvny57dFBhmEwcuRIh0cJbdq0CYvFQmhoKI2NjU7fSR4eHo6Xl1eH+uouFC5FRESkS2h7U8433/3d0NBATU0NAHl5eeTl5Tmd3xbihg0bxubNm9myZQu///3vuXLlCiNHjmTTpk1MnjzZVl9QUEBkZKTdOVpbW21v1TEMA8MwnK61c+dOTp061aG+uoseZrPZ2tlNiIiIdBdNTU34+fl1dhtym+vKf0d6zqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIh0ivLycqZMmUJxcbHT46WlpQQHB1NbWwvAuXPneOWVV4iJiWHatGnExsaybds2WltbHea2tLSwZcsWHn74YVvt22+/zeXLl52udeLECYKDgykqKrLN37x5MzExMYSEhBAREUFqairl5eUOc81mMxkZGcyePZuQkBCioqJYtmwZR48evclv5vbm0dkNiIiISPdz7Ngxli5dypUrV9qtMZlMDB48mEGDBtHa2kpqaip/+ctfiI6O5r777uPTTz/lt7/9LWVlZWRlZdnmXblyhV/96lcUFBTwk5/8hDFjxlBYWMimTZs4duwY//qv/+qwlmEY9OrVi8DAQKxWK+np6RQWFhIREUFcXBwnT54kNzeXxMREsrOzCQ4OBsBisZCUlER1dTWzZs1i9OjR1NXVkZuby759+9i6dSvDhg1z/RfYhSlcioiIyC310Ucf8cILL3D69Olr1hmGQUhICAC7d+/m4MGDPPXUU/z85z8H4OGHH8bb25t3332X/fv32wLff//3f2MymfjFL37BY489BsCcOXP4t3/7N3bs2EF0dDRjx461W8tkMjFp0iQ8PT3Zs2cPhYWFLFiwgOTkZFtNdHQ0cXFxZGZmkpOTA8D27dupqqpi2bJlzJkzx1YbGRnJwoULefnll+2Cb3egn8VFRETklklNTeWZZ56hX79+REVFtVvX1NREZWUloaGhAJw9e5bhw4cze/Zsu7rJkycD8Nlnn9nG3n//fTw9PXnkkUfsattCaV5ent34pUuXOHDggG2t/fv3AxATE2NX5+/vT1BQENXV1ZjNZgAKCwvx9PQkOjrarjYgIIChQ4dSUlLS/pdxh9LOpYiISBfitTr5+kWd5MLK337rcxw9epTk5GTmzZvHtm3b2q0zDAMvLy/Gjx8PQFxcHHFxcQ51hw8fBmDgwIG2sfLycoYNG4aXl5dd7aBBg/je977HX//6V7vx0tJSzp8/z9SpUwFYtGgRsbGxDBgwwGG95uZmANzcru7PrVmzhubmZtzd3e3qrFYrJ0+etNV1JwqXIiIiXYh71aHObuE7lZOTQ8+ePa9bZzKZmDhxotNai8VCfX09H3/8MW+88QZjxowhPDwcuHojzunTp22h9JsGDBhAXV2d3ZhhGAwfPhx/f38AfH198fX1dZhbVlZGeXk5I0aMwMfHB4D+/fvTv39/h9o9e/bw5ZdfMn369Ot+1juNwqWIiIjcMjcSLFtbWykqKuKpp55yenznzp1kZmYC8L3vfY9nnnkGT09P4OrP5wC9evVyOvfuu+/mwoULdmMmk4mwsLBr9tTY2MjKlSsBSExMvGZtVVUVGRkZuLu7k5CQcM3aO1H326sVERGRLu3gwYOcO3fOdjPPN40dO5aMjAyWLFlCz549SUhI4JNPPgGu/hz99f//JqvVavcTdm1tLTU1Ne2uBVBXV0dSUhL19fXEx8dfM4gePnyY5ORkzpw5Q1paGqNGjbru573TaOdSREREuhSTycSQIUPsrqP8ujFjxtj+OywsjLlz57J+/XqmTZtm27FsaWlxOrelpYXevXvbreXt7c24ceOc1h86dIi0tDS++uor5s+fT0pKSrt9G4bBs88+y/nz50lLSyM2Nva6n/VOpHApIiLShVweNrqzW+h0hmHY7ty+nrY7uD/55BPMZrPtesnGxkan9Y2NjXah1WQyERwcjIeHYyTau3cvK1aswGKxkJKSQnx8fLt95Obmsn79etzc3Fi9ejUzZsy4of7vRAqXIiIiXYgr7si+nTU0NFBdXU16errdeGpqKp9//jm5ubkOQfD8+fO4ubnZruccM2YMBw4coKWlhbvvvttWV1tbi9lstgU/i8VCcXGxw1oA+fn5LF++HHd3d9auXUtERES7PW/fvp2srCx8fHxYt24dQUFBN/357wS65lJERES6DMMw6N27N4GBgXbjAwcOpL6+nj/96U9246WlpZSWljJp0iTbT+I//vGPsVgstgedt/nDH/4AwKxZswAoKSnBYrHYHkHUpqKiglWrVuHh4cHGjRuvGSwLCgrIzs6mT58+bNmypdsHS9DOpYiIiHQhbW/K+ebu5OOPP47JZCIjI4PDhw9z33338fnnn7Njxw58fX1ZunSprTYqKopdu3bx29/+lrq6OkaPHs2+ffv47//+b/7pn/6J++67D7gaZEeOHOnwKKFNmzZhsVgIDQ2lsbGR3bt3O/QZHh6Ol5cXGzZswGq1Mm3aNI4cOcKRI0ccamfOnOmKr+a2oXApIiIiXULbm3JSU1MdjvXt25c333yTLVu28Mknn7Br1y769evHQw89xOOPP46fn5+ttkePHmRmZvK73/2ODz/8kPfff5/vf//7pKam8rOf/cxWV1BQQGRkpN06ra2ttrfqGIaBYRhOe925cyenTp2ipqYGuPrWn2+++adNdwuXPcxms/N79UVERMTlmpqa7IKQyM3oyn9HuuZSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREQ6RXl5OVOmTKG4uNjp8dLSUoKDg6mtrQXg3LlzvPLKK8TExDBt2jRiY2PZtm0bra2t11ynrq6OsLAw8vLy2q05ceIEwcHBFBUVAdDS0sLmzZuJiYkhJCSEiIgIUlNTKS8vd5hrNpvJyMhg9uzZhISEEBUVxbJlyzh69OgNfhN3Fo/ObkBERES6n2PHjrF06VKuXLnSbo3JZGLw4MEMGjSI1tZWUlNT+ctf/kJ0dDT33Xcfn376Kb/97W8pKysjKyvL6Tmam5tJTU3lwoUL1+zHMAx69epFYGAgVquV9PR0CgsLiYiIIC4ujpMnT5Kbm0tiYiLZ2dkEBwcDYLFYSEpKorq6mlmzZjF69Gjq6urIzc1l3759bN26lWHDht38F3UbUrgUERGRW+qjjz7ihRde4PTp09esMwyDkJAQAHbv3s3Bgwd56qmn+PnPfw7Aww8/jLe3N++++y779++3Bb42paWlrFy5khMnTly3J5PJxKRJk/D09GTPnj0UFhayYMECkpOTbTXR0dHExcWRmZlJTk4OANu3b6eqqoply5YxZ84cW21kZCQLFy7k5Zdfbjf43qn0s7iIiIjcMqmpqTzzzDP069ePqKioduuampqorKwkNDQUgLNnzzJ8+HBmz55tVzd58mQAPvvsM7vxdevW8cQTT2C1Wu1CnzOXLl3iwIEDtrX2798PQExMjF2dv78/QUFBVFdXYzabASgsLMTT05Po6Gi72oCAAIYOHUpJSck1174TaedSRESkC7lwYHFnt9Aur4nZ3/ocR48eJTk5mXnz5rFt27Z26wzDwMvLi/HjxwMQFxdHXFycQ93hw4cBGDhwoN14RUUF8fHx/PM//zMff/wxO3bsaHet0tJSzp8/z9SpUwFYtGgRsbGxDBgwwKG2ubkZADe3q/tza9asobm5GXd3d7s6q9XKyZMnbXXdicKliIhIF3Ll9GfXL7qN5eTk0LNnz+vWmUwmJk6c6LTWYrFQX1/Pxx9/zBtvvMGYMWMIDw+3q3nllVduaB24GmSHDx+Ov78/AL6+vvj6+jrUlZWVUV5ezogRI/Dx8QGgf//+9O/f36F2z549fPnll0yfPv2GeriTKFyKiIjILXMjga+1tZWioiKeeuopp8d37txJZmYmAN/73vd45pln8PT07PA6bUwmE2FhYdesaWxsZOXKlQAkJiZes7aqqoqMjAzc3d1JSEi44T7uFN1vr1ZERES6tIMHD3Lu3DnbzTzfNHbsWDIyMliyZAk9e/YkISGBTz755KbWqq2tpaampt214OqjjJKSkqivryc+Pv6aQfTw4cMkJydz5swZ0tLSGDVq1E31dTvTzqWIiIh0KSaTiSFDhjhcR9lmzJgxtv8OCwtj7ty5rF+/nmnTpt3UWt7e3owbN87p8UOHDpGWlsZXX33F/PnzSUlJafdchmHw7LPPcv78edLS0oiNje1wP3cChUsREZEuxM0noLNb6HSGYdju3L6etju4P/nkE8xms9NrJa/FZDIRHByMh4djJNq7dy8rVqzAYrGQkpJCfHx8u+fJzc1l/fr1uLm5sXr1ambMmNGhPu4kCpciIiJdiCvuyL6dNTQ0UF1dTXp6ut14amoqn3/+Obm5uQ5B8Pz587i5uXXoOku4emNQcXGxw1oA+fn5LF++HHd3d9auXUtERES759m+fTtZWVn4+Piwbt06goKCOtTHnUbXXIqIiEiXYRgGvXv3JjAw0G584MCB1NfX86c//cluvLS0lNLSUiZNmkSvXr06tFZJSQkWi8X2CKI2FRUVrFq1Cg8PDzZu3HjNYFlQUEB2djZ9+vRhy5Yt3T5YgnYuRUREpAtpe1PON3cnH3/8cUwmExkZGRw+fJj77ruPzz//nB07duDr68vSpUs7vJZhGIwcOdLhUUKbNm3CYrEQGhpKY2Mju3fvdpgbHh6Ol5cXGzZswGq1Mm3aNI4cOcKRI0ccamfOnNnh3m5nCpciIiLSJbS9KSc1NdXhWN++fXnzzTfZsmULn3zyCbt27aJfv3489NBDPP744/j5+XV4vYKCAiIjI+3GWltbbW/VMQwDwzCczt25cyenTp2ipqYGgLy8PPLy8pzWdrdw2cNsNls7uwkREZHuoqmp6aaCkMjXdeW/I11zKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIit1RlZSW/+tWviIqKIiQkhNmzZ7NhwwbOnj3rUFtaWkpwcDC1tbUOx86cOcOsWbN47bXX2l3r4sWLTJ8+nffeew+A1tZW/v3f/524uDj+4R/+gfDwcJ588kkKCgoc5ra0tLB582ZiYmIICQkhIiKC1NRUysvLv8Wnv/MpXIqIiMgtU1NTQ0JCAvv37+enP/0pS5YsISgoiHfffZfExEQuXLhgV28ymRg8eDCDBg2yG29paWHJkiU0NjZec73i4mJaWlqYOnUqAC+++CIbN26kf//+pKSksHDhQhobG1m8eDF5eXm2eVarlfT0dN58801GjhzJL3/5S+bOncvf/vY3EhMT2b9/v4u+kTuPR2c3ICIiIt3H+vXruXTpEm+88QbDhg0D4OGHHyYgIIDMzEz++Mc/8uijj9rqDcMgJCTE7hxVVVU8++yzVFVVXXc9k8nEyJEj8fPz49NPP+W9994jKiqK559/3lYTExPD/Pnzyc7OZsaMGXh6evLhhx9SWFjIggULSE5OttVGR0cTFxdHZmYmOTk53/bruCNp51JERERuiUuXLnHw4EECAwNtwbLNgw8+CEBJSYltrKmpicrKSkJDQ21j27ZtIz4+nqamJubNm3fdNU0mky2ctu02xsTE2NV4e3sTFhbG6dOnqaiouGatv78/QUFBVFdXYzabb+RjdzvauRQREelCXnt/dWe30K7Eh1Z+q/nu7u688847WK1Wh2PNzc22mjaGYeDl5cX48eNtY4cPH2bWrFk88cQT1NTU8B//8R/trvfFF19w/PhxW7icO3cu06dP5957773u+osWLSI2NpYBAwa0W+vmpj06ZxQuRUREupDjTdf/qfd25ebm5nDtZJu3334bgAkTJtjGTCYTEydOpGfPnrax5557zvbvmpqaa65nGAY+Pj7cf//9wNUdypEjRzrU1dbW8vHHH9OnTx/bjqqvry++vr4OtWVlZZSXlzNixAh8fHyuuX53pcgtIiIineqDDz5g165d+Pv7M3v2bODqXd1FRUUO11t+PWhej2EYTJ482W439JvOnj3LsmXLuHjxIo8//jgeHu3vuzU2NrJy5dXd28TExBvuo7tRuBQREZFOk5eXx5o1a/Dy8uKll16iV69eABw8eJBz5845hMsb1dLSQmlp6TXnnzp1ipSUFD777DMiIyN55JFH2q2tq6sjKSmJ+vp64uPjCQsLu6m+ugP9LC4iIiKd4vXXX2fLli14e3uzYcMGRo8ebTtmMpkYMmQIAwcOvKlzHzhwgIsXL9oeQfRNx48fJzU1lWPHjvHAAw/w3HPP0aNHD6e1hw4dIi0tja+++or58+eTkpJyUz11FwqXIiIiXcgP/YZdv+g219raytq1a8nLy2PAgAFkZWUxYsQIuxrDMOzuEu8ok8lEQEAAffv2dTj26aefsmTJEsxmM3PnzmXx4sXt3pyzd+9eVqxYgcViISUlhfj4+JvuqbtQuBQREelCvu0d2V3d5cuXefbZZ8nPz2f48OFkZ2c73JHd0NBAdXU16enpN72OyWSyPd7o68rKykhJScFisdgejN6e/Px8li9fjru7O2vXriUiIuKm++lOFC5FRETkltmyZQv5+fmMGTOG3/zmN3h7ezvUGIZB7969CQwMvKk1jh49Sl1dncNP4k1NTaSnp9PS0sJzzz3Hj3/843bPUVFRwapVq/Dw8CA7O9vuLna5NoVLERERuSUaGhp466236NGjB+Hh4XzyyScONX379sVkMjFp0qRr3rl9LYZh4Ovry5gxY+zGt27ditlsZuzYsVitVnbv3u0wNzg4mH79+rFp0yYsFguhoaE0NjY6rQ0PD8fLy+umeryTKVyKiIjILVFcXMzly5cBeOWVV5zW3H///VRWVpKamnrT6xQUFDBlyhSH6ygLCwsBKC8vp7y83OnczZs306dPH9ubggzDwDAMp7U7d+5UuHSih9lsdnxMvoiIiHwnmpqa8PPz6+w25DbXlf+O9JxLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZj85uQERERLqXyspKtm7dSklJCWfPnsXPz4+wsDASExPx9va2qy0tLeWJJ55gx44dDBo0CLPZzO9+9zv+53/+h6amJry9vZkwYQJPPPEEP/rRjxzWunjxIpGRkSxZsoTo6GhaW1vJyckhLy+P48eP4+HhQUBAAI899hhTp061m9vS0sKbb77Jn//8Z+rr6/Hy8mLcuHEkJCQwduzY7/Iruq0pXIqIiMgtU1NTQ0JCAu7u7sTGxnLPPffwl7/8hXfffZcDBw7w+uuv4+XlZas3mUwMHjyYQYMGYbFYSEpKorq6mlmzZjF69Gjq6urIzc1l3759bN26lWHDhtmtV1xcTEtLiy04vvjii7z33ntMnjyZOXPmcOHCBXbt2sXixYtZsWIFs2bNAsBqtZKenk5hYSERERHExcVx8uRJcnNzSUxMJDs7m+Dg4Fv3xd1GFC5FRETkllm/fj2XLl3ijTfesAXBhx9+mICAADIzM/njH//Io48+aqs3DIOQkBAAtm/fTlVVFcuWLWPOnDm2msjISBYuXMjLL79MVlaW3Xomk4mRI0fi5+fHp59+ynvvvUdUVBTPP/+8rSYmJob58+eTnZ3NjBkz8PT05MMPP6SwsJAFCxaQnJxsq42OjiYuLo7MzExycnK+k+/odqdrLkVEROSWuHTpEgcPHiQwMNBhh/HBBx8EoKSkxDbW1NREZWUloaGhABQWFuLp6Ul0dLTd3ICAAIYOHWo3t43JZLKF0/379wNXw+TXeXt7ExYWxunTp6moqLhmrb+/P0FBQVRXV2M2mzv0+bsL7VyKiIh0Ibt27ersFto1e/bsbzXf3d2dd955B6vV6nCsubnZVtPGMAy8vLwYP348AGvWrKG5udmuBq7+hH3y5Enc3Oz3zL744guOHz9uC5dz585l+vTp3Hvvvdddf9GiRcTGxjJgwIB2a7+5nlylcCkiItKFNDY2dnYL3xk3NzcGDRrk9Njbb78NwIQJE2xjJpOJiRMn0rNnTwD69+9P//79Hebu2bOHL7/8kunTp9uNG4aBj48P999/P3B1h3LkyJEO82tra/n444/p06ePbUfV19cXX19fh9qysjLKy8sZMWIEPj4+N/Cpux9FbhEREelUH3zwAbt27cLf39+2O9ra2kpRUZFt17E9VVVVZGRk4O7uTkJCgt0xwzCYPHmyw07n1509e5Zly5Zx8eJFHn/8cTw82t93a2xsZOXKlQAkJibe6MfrdhQuRUREpNPk5eWxZs0avLy8eOmll+jVqxcABw8e5Ny5c9cMl4cPHyY5OZkzZ86QlpbGqFGjbMdaWlooLS295vxTp06RkpLCZ599RmRkJI888ki7tXV1dSQlJVFfX098fDxhYWE38Wm7B4VLERER6RSvv/46q1evxsvLi40bNzJ69GjbMZPJxJAhQxg4cKDTuYZh8OSTT2I2m0lLSyM2Ntbu+IEDB7h48aLDsyvbHD9+nISEBMrLy3nggQdYvXo1PXr0cFp76NAhEhISOH78OPPnzyclJeUmP3H3oGsuRUREuhBnN5DcaVpbW1m7di15eXkMGDCArKwsRowYYVdjGIbtLvFvys3NZf369bi5ubF69WpmzJjhUGMymQgICKBv374Oxz799FOWLFmC2Wxm7ty5LF68uN2bc/bu3cuKFSuwWCykpKQQHx9/E5+4e1G4FBER6UK+7R3ZXd3ly5d59tlnyc/PZ/jw4WRnZzsE6oaGBqqrq0lPT3eYv337drKysvDx8WHdunUEBQU5XcdkMtkeb/R1ZWVlpKSkYLFY+OUvf8ncuXPb7TU/P5/ly5fj7u7O2rVriYiI6OCn7Z4ULkVEROSW2bJlC/n5+YwZM4bf/OY3Dq97hKu7lr179yYwMNBuvKCggOzsbPr06cOrr77q8KzMNkePHqWurs7hJ/GmpibS09NpaWnhueee48c//nG7fVZUVLBq1So8PDzIzs62u4tdrk3hUkRERG6JhoYG3nrrLXr06EF4eDiffPKJQ03fvn0xmUxMmjTJ4c7tDRs2YLVamTZtGkeOHOHIkSMO82fOnIlhGPj6+jJmzBi7Y1u3bsVsNjN27FisViu7d+92mB8cHEy/fv3YtGkTFouF0NBQGhsbndaGh4fbvapSrlK4FBERkVuiuLiYy5cvA/DKK684rbn//vuprKwkNTXVbryhoYGamhrg6h3meXl5TufPnDmTgoICpkyZ4nAdZWFhIQDl5eWUl5c7nb9582b69Olje9uPYRgYhuG0dufOnQqXTvQwm82Oj8kXERGR70RTUxN+fn6d3Ybc5rry35EeRSQiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi7j0dkNiIiISPdSWVnJ1q1bKSkp4ezZs/j5+REWFkZiYiLe3t52taWlpTzxxBPs2LGDQYMGce7cObZt20Z+fj6NjY34+/sza9Ys4uPj8fBwjDUXL14kMjKSJUuWEB0dTWtrKzk5OeTl5XH8+HE8PDwICAjgscceY+rUqXZzW1paePPNN/nzn/9MfX09Xl5ejBs3joSEBMaOHfudfke3M4VLERERuWVqampISEjA3d2d2NhY7rnnHv7yl7/w7rvvcuDAAV5//XW8vLxs9SaTicGDBzNo0CBaW1tJTU3lL3/5C9HR0dx33318+umn/Pa3v6WsrIysrCyH9YqLi2lpabEFxxdffJH33nuPyZMnM2fOHC5cuMCuXbtYvHgxK1asYNasWQBYrVbS09MpLCwkIiKCuLg4Tp48SW5uLomJiWRnZxMcHHxrvrTbjMKliIiI3DLr16/n0qVLvPHGGwwbNgyAhx9+mICAADIzM/njH//Io48+aqs3DIOQkBAAdu/ezcGDB3nqqaf4+c9/bpvr7e3Nu+++y/79+x0Cn8lkYuTIkfj5+fHpp5/y3nvvERUVxfPPP2+riYmJYf78+WRnZzNjxgw8PT358MMPKSwsZMGCBSQnJ9tqo6OjiYuLIzMzk5ycnO/se7qd6ZpLERERuSUuXbrEwYMHCQwMtAXLNg8++CAAJSUltrGmpiYqKysJDQ0F4OzZswwfPpzZs2fbzZ08eTIAn332mcOaJpPJFk73798PXA2TX+ft7U1YWBinT5+moqLimrX+/v4EBQVRXV2N2Wy+8Q/fjWjnUkREpAvJ+em/d3YL7frZzvnfar67uzvvvPMOVqvV4Vhzc7Otpo1hGHh5eTF+/HgA4uLiiIuLc5h7+PBhAAYOHGg3/sUXX3D8+HFbuJw7dy7Tp0/n3nvvve76ixYtIjY2lgEDBrRb6+amPTpnFC5FRES6kIbS+s5u4Tvj5ubGoEGDnB57++23AZgwYYJtzGQyMXHiRHr27OlQb7FYqK+v5+OPP+aNN95gzJgxhIeH29UYhoGPjw/3338/cHWHcuTIkQ7nqq2t5eOPP6ZPnz62HVVfX198fX0dasvKyigvL2fEiBH4+Pjc0OfubhQuRUREpFN98MEH7Nq1C39/f9tP3q2trRQVFfHUU085nbNz504yMzMB+N73vsczzzyDp6enXY1hGEyePNluN/Sbzp49y7Jly7h48SKLFi1yesd5m8bGRlauXAlAYmJihz5jd6L9XBEREek0eXl5rFmzBi8vL1566SV69eoFwMGDBzl37pztJ+1vGjt2LBkZGSxZsoSePXuSkJDAJ598Yjve0tJCaWlpu/MBTp06RUpKCp999hmRkZE88sgj7dbW1dWRlJREfX098fHxhIWF3eQnvvNp51JEREQ6xeuvv86WLVvw9vZmw4YNjB492nbMZDIxZMgQh+so24wZM8b232FhYcydO5f169czbdo0AA4cOMDFixcdnl3Z5vjx46SmpnLs2DEeeOABnnvuOXr06OG09tChQ6SlpfHVV18xf/58UlJSbvYjdwsKlyIiIl3IPeOdh6k7SWtrK2vXriUvL48BAwaQlZXFiBEj7GoMw7DdJX49bXdwf/LJJ5jNZnx9fTGZTAQEBNC3b1+H+k8//ZQlS5ZgNpuZO3cuixcvbvfmnL1797JixQosFgspKSnEx8d3/AN3MwqXIiIiXci3vSO7q7t8+TLPPvss+fn5DB8+nOzsbIc7shsaGqiuriY9Pd1uPDU1lc8//5zc3FyHayPPnz+Pm5ub7eYfk8lke7zR15WVlZGSkoLFYuGXv/wlc+fObbfX/Px8li9fjru7O2vXriUiIuJmP3a3omsuRURE5JbZsmUL+fn5jBkzhtdee83po34Mw6B3794EBgbajQ8cOJD6+nr+9Kc/2Y2XlpZSWlrKpEmT6NWrF0ePHqWurs7hJ/GmpibS09NpaWnh17/+9TWDZUVFBatWrcLDw4ONGzcqWHaAdi5FRETklmhoaOCtt96iR48ehIeH292A06Zv376YTCYmTZrksDv5+OOPYzKZyMjI4PDhw9x33318/vnn7NixA19fX5YuXQpcDae+vr5212UCbN26FbPZzNixY7Farezevdth/eDgYPr168emTZuwWCyEhobS2NjotDY8PNzuVZVylcKliIiI3BLFxcVcvnwZgFdeecVpzf33309lZSWpqakOx/r27cubb77Jli1b+OSTT9i1axf9+vXjoYce4vHHH8fPzw+AgoICpkyZ4nAdZWFhIQDl5eWUl5c7XX/z5s306dPH9qYgwzAwDMNp7c6dOxUunehhNpsdH5MvIiIi34mmpiZbCBK5WV3570jXXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIyC1VWVnJr371K6KioggJCWH27Nls2LCBs2fPOtSWlpYSHBxMbW2t03O98sorBAcHU1xc7PT4xYsXmT59Ou+99x4Ara2t/Pu//ztxcXH8wz/8A+Hh4Tz55JMUFBQ4zG1paWHz5s3ExMQQEhJCREQEqamplJeXf4tPf+dTuBQREZFbpqamhoSEBPbv389Pf/pTlixZQlBQEO+++y6JiYlcuHDBrt5kMjF48GAGDRrkcK6SkhLeeuuta65XXFxMS0sLU6dOBeDFF19k48aN9O/fn5SUFBYuXEhjYyOLFy8mLy/PNs9qtZKens6bb77JyJEj+eUvf8ncuXP529/+RmJiIvv373fBt3Fn8ujsBkRERKT7WL9+PZcuXeKNN95g2LBhADz88MMEBASQmZnJH//4Rx599FFbvWEYhISEOJznzJkz/PrXv8bDw4OLFy+2u57JZGLkyJH4+fnx6aef8t577xEVFcXzzz9vq4mJiWH+/PlkZ2czY8YMPD09+fDDDyksLGTBggUkJyfbaqOjo4mLiyMzM5OcnBxXfCV3HO1cioiIyC1x6dIlDh48SGBgoC1YtnnwwQeBq7uRbZqamqisrCQ0NNThXC+99BJXrlzh4YcfvuaaJpPJFk7bdhtjYmLsary9vQkLC+P06dNUVFRcs9bf35+goCCqq6sxm83X+8jdknYuRUREupAH8ho7u4V2/desAd9qvru7O++88w5Wq9XhWHNzs62mjWEYeHl5MX78eLvaDz74gP/6r//iN7/5DQcPHmx3vS+++ILjx4/bwuXcuXOZPn06995773XXX7RoEbGxsQwY4PiZ22rd3LRH54zCpYiISBdS1HSps1v4zri5uTm9dhLg7bffBmDChAm2MZPJxMSJE+nZs6dtrLa2loyMDObOnUtwcPA1w6VhGPj4+HD//fcDV3coR44c6VBXW1vLxx9/TJ8+fWw7qr6+vvj6+jrUlpWVUV5ezogRI/Dx8bnuZ+6OFLlFRESkU33wwQfs2rULf39/Zs+eDVy9q7uoqMjuesvLly/z61//Gn9/f7vrINtjGAaTJ0+22w39prNnz7Js2TIuXrzI448/jodH+/tujY2NrFy5EoDExMQb/XjdjsKliIiIdJq8vDzWrFmDl5cXL730Er169QLg4MGDnDt3zi5cvvnmmxw6dIjVq1dz1113XfO8LS0tlJaWOr0ZqM2pU6dISUnhs88+IzIykkceeaTd2rq6OpKSkqivryc+Pp6wsLAOftLuQz+Li4iISKd4/fXX2bJlC97e3mzYsIHRo0fbjplMJoYMGcLAgQMBKC8v5/XXX2f+/PkMGDDAdjNNS0sLcHUH0mw24+Pjg5ubGwcOHODixYu2RxB90/Hjx0lNTeXYsWM88MADPPfcc/To0cNp7aFDh0hLS+Orr75i/vz5pKSkuPBbuPMoXIqIiHQhk/w8O7uF71xraytr164lLy+PAQMGkJWVxYgRI+xqDMOwu0vcZDJx+fJl/vCHP/CHP/zB4Zzp6ekA7Ny5k+9///uYTCYCAgLo27evQ+2nn37KkiVLMJvNzJ07l8WLF7d7c87evXtZsWIFFouFlJQU4uPjv81H7xYULkVERLqQb3tHdld3+fJlnn32WfLz8xk+fDjZ2dkOd2Q3NDRQXV1tC4wADz30EIGBgQ7ne//999m9ezdPP/00I0aMoF+/fsDVMNr2eKOvKysrIyUlBYvFYnswenvy8/NZvnw57u7urF27loiIiJv81N2LwqWIiIjcMlu2bCE/P58xY8bwm9/8Bm9vb4cawzDo3bu3XZgcNGiQ0zvN2+4WDwgIsN1pfvToUerq6hx+Em9qaiI9PZ2Wlhaee+45fvzjH7fbZ0VFBatWrcLDw4Ps7Gy7u9jl2hQuRURE5JZoaGjgrbfeokePHoSHh/PJJ5841PTt2xeTycSkSZOueef2tRiGga+vL2PGjLEb37p1K2azmbFjx2K1Wtm9e7fD3ODgYPr168emTZuwWCyEhobS2NjotDY8PBwvL6+b6vFOpnApIiIit0RxcTGXL18G4JVXXnFac//991NZWUlqaupNr1NQUMCUKVMcrqMsLCwErt4cVF5e7nTu5s2b6dOnj+1NQYZhYBiG09qdO3cqXDrRw2w2Oz4mX0RERL4TTU1N+Pn5dXYbcpvryn9Hes6liIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMR2c3ICIiIt1LZWUlW7dupaSkhLNnz+Ln50dYWBiJiYl4e3vb1ZaWlvLEE0+wY8cOBg0axO7du1m1apXT8z700EMOxy5evEhkZCRLliwhOjqa1tZWcnJyyMvL4/jx43h4eBAQEMBjjz3G1KlT7ea2tLTw5ptv8uc//5n6+nq8vLwYN24cCQkJjB071rVfyh1E4VJERERumZqaGhISEnB3dyc2NpZ77rmHv/zlL7z77rscOHCA119/HS8vL1u9yWRi8ODBDBo0CICKigoA/vVf/5W77rrL7txtNV9XXFxMS0uLLTi++OKLvPfee0yePJk5c+Zw4cIFdu3axeLFi1mxYgWzZs0CwGq1kp6eTmFhIREREcTFxXHy5Elyc3NJTEwkOzub4ODg7+Q7ut0pXIqIiMgts379ei5dusQbb7zBsGHDAHj44YcJCAggMzOTP/7xjzz66KO2esMwCAkJsf27oqKCvn378tOf/vSG1jOZTIwcORI/Pz8+/fRT3nvvPaKionj++edtNTExMcyfP5/s7GxmzJiBp6cnH374IYWFhSxYsIDk5GRbbXR0NHFxcWRmZpKTk/Mtv407k665FBERkVvi0qVLHDx4kMDAQFuwbPPggw8CUFJSYhtramqisrKS0NBQ21hlZSVDhw694TVNJpMtnO7fvx+4Gia/ztvbm7CwME6fPm3bGW2v1t/fn6CgIKqrqzGbzTfcR3einUsREZEuxGt18vWLOsmFlb/9VvPd3d155513sFqtDseam5ttNW0Mw8DLy4vx48fbar766isiIyOBq2HVarXSs2dPp+t98cUXHD9+3BYu586dy/Tp07n33nuvu/6iRYuIjY1lwIAB7da6uWmPzhmFSxERkS7EvepQZ7fwnXFzc3N6XSTA22+/DcCECRNsYyaTiYkTJ9rCY9uuYkNDAz//+c+pqKjgypUrjBo1il/84hdMmjTJ7pyGYeDj48P9998PXN2hHDlypMPatbW1fPzxx/Tp08e2o+rr64uvr69DbVlZGeXl5YwYMQIfH58OfgPdgyK3iIiIdKoPPviAXbt24e/vz+zZswFobW2lqKjI7nrLyspK4GrAi4iIYN26daSkpNDQ0EBKSgqffPKJ3XkNw2Dy5Ml2u6HfdPbsWZYtW8bFixd5/PHH8fBof9+tsbGRlStXApCYmHjTn/dOp51LERER6TR5eXm88MILeHl58dJLL9GrVy8ADh48yLlz5+zC5ejRo1m4cCGzZs3ihz/8oW38//yf/0NcXBwvvfQSoaGhuLm50dLSQmlpKb/61a/aXfvUqVOkpqby2WefERkZySOPPNJubV1dHYsWLaK+vp74+HjCwsJc8OnvTAqXIiIi0ilef/11tmzZgre3Nxs2bGD06NG2YyaTiSFDhjBw4EDb2Pjx423XX37dwIEDCQsLY/fu3VRXVzNs2DAOHDjAxYsXHZ5d2eb48eOkpqZy7NgxHnjgAZ577jl69OjhtPbQoUOkpaXx1VdfMX/+fFJSUr7lJ7+zKVyKiIh0IZeHjb5+0W2utbWVtWvXkpeXx4ABA8jKymLEiBF2NYZh2N0lfj39+vUD4Ny5c8DVcBoQEEDfvn0daj/99FOWLFmC2Wxm7ty5LF68uN2bc/bu3cuKFSuwWCykpKQQHx9/wz11VwqXIiIiXci3vSO7q7t8+TLPPvss+fn5DB8+nOzsbIc7shsaGqiuriY9Pd1ufMmSJXz++ef8x3/8B3fffbfdserqagB+8IMfAFfDZdvjjb6urKyMlJQULBYLv/zlL5k7d267vebn57N8+XLc3d1Zu3YtERERN/WZuxvd0CMiIiK3zJYtW8jPz2fMmDG89tprTh/1YxgGvXv3JjAw0G68f//+fPHFF+zcudNuvLi4GJPJRGhoKH379uXo0aPU1dU5/CTe1NREeno6LS0t/PrXv75msKyoqGDVqlV4eHiwceNGBcsO0M6liIiI3BINDQ289dZb9OjRg/DwcIe7uwH69u2LyWRi0qRJDndu/8u//Asmk4mNGzdSUVHBmDFjqK6u5v/7//4//Pz8bDudhmHg6+vLmDFj7OZv3boVs9nM2LFjsVqt7N6922H94OBg+vXrx6ZNm7BYLISGhtLY2Oi0Njw83O5VlXKVwqWIiIjcEsXFxVy+fBmAV155xWnN/fffT2VlJampqQ7H+vXrx5tvvslrr72GYRh88MEH9O3bl4ceeoh/+Zd/wc/PD4CCggKmTJnicB1lYWEhAOXl5ZSXlztdf/PmzfTp08f2piDDMDAMw2ntzp07FS6d6GE2mx0fky8iIiLfiaamJlsIErlZXfnvSNdcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIy3h0dgMiIiLSvVRWVrJ161ZKSko4e/Ysfn5+hIWFkZiYiLe3t11taWkpTzzxBDt27GDQoEEAFBQU8Ic//IHPPvsMd3d3Ro0axZNPPsmYMWMc1rp48SKRkZEsWbKE6OhoWltbycnJIS8vj+PHj+Ph4UFAQACPPfYYU6dOtZvb0tLCm2++yZ///Gfq6+vx8vJi3LhxJCQkMHbs2O/uC7rNaedSREREbpmamhoSEhLYv38/P/3pT1myZAlBQUG8++67JCYmcuHCBbt6k8nE4MGDbcFy165dLF68mFOnTvHkk08SHx9PRUUFTzzxBIcOHXJYr7i4mJaWFltwfPHFF9m4cSP9+/cnJSWFhQsX0tjYyOLFi8nLy7PNs1qtpKen8+abbzJy5Eh++ctfMnfuXP72t7+RmJjI/v37v8Nv6famnUsRERG5ZdavX8+lS5d44403GDZsGAAPP/wwAQEBZGZm8sc//pFHH33UVm8YBiEhIQA0NjaSmZlJQEAAW7Zs4e677wYgIiKCn/3sZ7z66qts2rTJbj2TycTIkSPx8/Pj008/5b333iMqKornn3/eVhMTE8P8+fPJzs5mxowZeHp68uGHH1JYWMiCBQtITk621UZHRxMXF0dmZiY5OTnf2fd0O9POpYiIiNwSly5d4uDBgwQGBtqCZZsHH3wQgJKSEttYU1MTlZWVhIaGAvDBBx/Q0tLC008/bQuWAD/84Q95+umnmTx5ssOaJpPJFk7bdhtjYmLsary9vQkLC+P06dNUVFRcs9bf35+goCCqq6sxm80d/g66A+1cioiIdCEXDizu7Bba5TUx+1vNd3d355133sFqtToca25uttW0MQwDLy8vxo8fD8CBAwfw9vbm7//+7wFobW2ltbWVu+++m5/97GcO5/ziiy84fvy4LVzOnTuX6dOnc++99153/UWLFhEbG8uAAQParXVz0x6dMwqXIiIiXciV0591dgvfGTc3N9u1k9/09ttvAzBhwgTbmMlkYuLEifTs2ROAo0ePcs899/D555+zadMmDhw4wOXLlxk2bBhPPfWUbYezjWEY+Pj4cP/99wNXdyhHjhzpsHZtbS0ff/wxffr0se2o+vr64uvr61BbVlZGeXk5I0aMwMfHp+NfQjegyC0iIiKd6oMPPmDXrl34+/sze/Zs4OquZFFRkW3XEeD06dOcPn2axMREfH19ef7551m6dCnnzp0jLS2Njz/+2O68hmEwefJku93Qbzp79izLli3j4sWLPP7443h4tL/v1tjYyMqVKwFITEz8Fp/4zqZwKSIiIp0mLy+PNWvW4OXlxUsvvUSvXr0AOHjwIOfOnbMLl5cuXaKxsZGHHnqINWvWEBERQWxsLFu3bsXLy4vMzEzbT+4tLS2Ulpbazf+mU6dOkZKSwmeffUZkZCSPPPJIu7V1dXUkJSVRX19PfHw8YWFhLvoG7jwKlyIiItIpXn/9dVavXo2XlxcbN25k9OjRtmMmk4khQ4YwcOBA21jbTTzfvL5ywIABTJ8+nRMnTnD06FHg6vWZFy9edHh2ZZvjx4+TkJBAeXk5DzzwAKtXr6ZHjx5Oaw8dOkRCQgLHjx9n/vz5pKSkfJuPfcfTNZciIiJdiJtPQGe38J1rbW1l7dq15OXlMWDAALKyshgxYoRdjWEYDtdQ+vv78/nnn9OvXz+Hc7aNnT17FrgaTgMCAujbt69D7aeffsqSJUswm83MnTuXxYsXt3tzzt69e1mxYgUWi4WUlBTi4+Nv6jN3JwqXIiIiXci3vSO7q7t8+TLPPvss+fn5DB8+nOzsbIc7shsaGqiuriY9Pd1ufOzYsXz++edUVlYybtw4u2NffPEFgG2n02Qy2R5v9HVlZWWkpKRgsVhsD0ZvT35+PsuXL8fd3Z21a9cSERFxU5+5u9HP4iIiInLLbNmyhfz8fMaMGcNrr73m9FE/hmHQu3dvAgMD7cZ/8pOfAPC73/2Oy5cv28arqqr4n//5HyZMmED//v05evQodXV1Dj+JNzU1kZ6eTktLC7/+9a+vGSwrKipYtWoVHh4ebNy4UcGyA7RzKSIiIrdEQ0MDb731Fj169CA8PJxPPvnEoaZv376YTCYmTZrkcOf23//93zN//nz+/d//ncTERGbOnElzczM5OTncddddLFmyBLgaTn19fR3eNb5161bMZjNjx47FarWye/duh/WDg4Pp168fmzZtwmKxEBoaSmNjo9Pa8PBwvLy8vs1XckdSuBQREZFbori42Lbj+Morrzituf/++6msrCQ1NdXp8aeffprhw4fz7rvvsnHjRu6++24mTZrEk08+yY9+9CMACgoKmDJlisN1lIWFhQCUl5dTXl7u9PybN2+mT58+tjcFGYaBYRhOa3fu3Klw6UQPs9ns+Jh8ERER+U40NTXh5+fX2W3Iba4r/x3pmksRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmPzm5AREREupfKykq2bt1KSUkJZ8+exc/Pj7CwMBITE/H29rarLS0t5YknnmDHjh0kJydTX19/zXPv3LmT73//+7Z/X7x4kcjISJYsWUJ0dDStra3k5OSQl5fH8ePH8fDwICAggMcee4ypU6fanaulpYU333yTP//5z9TX1+Pl5cW4ceNISEhg7NixrvtC7jAKlyIiInLL1NTUkJCQgLu7O7Gxsdxzzz385S9/4d133+XAgQO8/vrreHl52epNJhODBw9m0KBBpKamcuHCBYdz/u1vf+Odd95h7NixDBgwwO5YcXExLS0ttuD44osv8t577zF58mTmzJnDhQsX2LVrF4sXL2bFihXMmjULAKvVSnp6OoWFhURERBAXF8fJkyfJzc0lMTGR7OxsgoODv8Nv6valcCkiIiK3zPr167l06RJvvPEGw4YNA+Dhhx8mICCAzMxM/vjHP/Loo4/a6g3DICQkBIDw8HCH8507d46tW7fi6+vLv/3bv+HhYR9tTCYTI0eOxM/Pj08//ZT33nuPqKgonn/+eVtNTEwM8+fPJzs7mxkzZuDp6cmHH35IYWEhCxYsIDk52VYbHR1NXFwcmZmZ5OTkuPKruWPomksRERG5JS5dusTBgwcJDAy0Bcs2Dz74IAAlJSW2saamJiorKwkNDW33nJs3b+b48eMsXrwYf39/h+Mmk8kWTvfv3w9cDZNf5+3tTVhYGKdPn6aiouKatf7+/gQFBVFdXY3ZbL6Rj93taOdSRESkC3nt/dWd3UK7Eh9a+a3mu7u7884772C1Wh2ONTc322raGIaBl5cX48ePd3q+6upqcnNzCQwMtIXTr/viiy84fvy4LVzOnTuX6dOnc++99153/UWLFhEbG+vwM/vXa93ctEfnjMKliIhIF3K8qaqzW/jOuLm5MWjQIKfH3n77bQAmTJhgGzOZTEycOJGePXs6nfPaa69x+fJlnnrqKafHDcPAx8eH+++/H7i6Qzly5EiHutraWj7++GP69Olj21H19fXF19fXobasrIzy8nJGjBiBj49P+x+2G1PkFhERkU71wQcfsGvXLvz9/Zk9ezYAra2tFBUV2XYdv6m+vp6PP/6YCRMmMG7cOKc1hmEwefJku93Qbzp79izLli3j4sWLPP744w7XbH5dY2MjK1de3b1NTEy80Y/X7ShcioiISKfJy8tjzZo1eHl58dJLL9GrVy8ADh48yLlz59oNlzt27ODy5cv8/Oc/d3q8paWF0tLSducDnDp1ipSUFD777DMiIyN55JFH2q2tq6sjKSmJ+vp64uPjCQsL68Cn7F70s7iIiIh0itdff50tW7bg7e3Nhg0bGD16tO2YyWRiyJAhDBw40Onc/Px8+vbt2+7jgA4cOMDFixcdnl3Z5vjx46SmpnLs2DEeeOABnnvuOXr06OG09tChQ6SlpfHVV18xf/58UlJSOvhJuxeFSxERkS7kh37Drl90m2ttbWXt/8/evcdFed55H/9wMhmlSq2AltREBYsYffBEKlRhH6ypKYGqtA0Rt1paDLaSWCSN62nVja0HBE1cgxGTrD7xsPKoLdGaJ8vWtfcgiqCVmKiwhFgRwcAYT0yAzPOHL2czGTBRR0D5vv/jun/Xff1mXvzxfd2Ha5YtIy8vDz8/PzIzMwkKCnKoMQyj1bfEP/roIz7++GN++tOftnrL22w2ExwcTM+ePZ2O/e1vf2POnDlYLBaeeeYZXnjhhVZfzjlw4AALFizAarWSmppKYmLibX7azkfhUkREpAO52zeyO7rm5mbmz59Pfn4+gYGBZGVlOb2RXV1dTUVFBenp6S2eo6SkBIDvfe97ra5jNptbfIP8+PHjpKamYrVa+e1vf8szzzzT6jny8/OZN28eHh4eLFu2jOjo6K/zETs9hUsRERFpM9nZ2eTn5zN48GBeeeUVp597hBtXLbt160ZoaGiL5/jggw8AGDRoUIvHP/roI6qqqpxuidfW1pKenk5DQwOLFy/mhz/8Yat9njlzhkWLFuHp6UlWVpbDW+xyawqXIiIi0iaqq6vZvHkzbm5uREVFcfDgQaeanj17YjabGTVqVKtvbldWVvLQQw/xrW99q8XjhmHg4+PD4MGDHcY3btyIxWLh8ccfx2azsW/fPqe5YWFhfOtb32Lt2rVYrVYiIiKoqalpsTYqKsrhpyrlBoVLERERaRNHjx6lubkZgHXr1rVYM2TIEMrKypg9e3ar57FYLC1e8bypoKCA733ve07PURYWFgJQWlpKaWlpi3PXr19Pjx497L8UZBgGhmG0WLt7926Fyxa4WSwW523yRURE5J6ora3F19e3vduQ+1xH/j/SPpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jKe7d2AiIiIdC5lZWVs3LiR4uJirly5gq+vL5GRkSQnJ+Pt7e1QW1JSwowZM9i1axcBAQFcvXqV7Oxs/vKXv3Dx4kV69uxJZGQkKSkpTnMBPvvsM8aNG8ecOXOIjY2lqamJ7du3k5eXx9mzZ/H09CQ4OJif//znjB492mFuQ0MDb7zxBu+99x7nz5/HZDIxdOhQkpKSePzxx+/pd3Q/U7gUERGRNlNZWUlSUhIeHh7Ex8fTu3dvTpw4wY4dOygqKiInJweTyWSvN5vN9O3bl4CAAJqamvjNb37D+++/z/jx4xk+fDgffPABubm5HD9+nJycHB566CGH9Y4ePUpDQ4M9OP7hD3/gj3/8I0888QQTJ07k+vXr7NmzhxdeeIEFCxYQExMDgM1mIz09ncLCQqKjo0lISKC+vp7c3FySk5PJysoiLCys7b64+4jCpYiIiLSZVatW0djYyKZNmxgwYAAAkyZNIjg4mIyMDHbu3MnUqVPt9YZhEB4eDsB//dd/8f777zNp0iReeukle42/vz8bNmzgnXfeYdKkSQ7rmc1mBg4ciK+vL3/729/44x//yPjx4/mXf/kXe83kyZOZMmUKWVlZPPnkk3h5efHuu+9SWFjItGnTmDlzpr02NjaWhIQEMjIy2L59+z35ju53euZSRERE2kRjYyPHjh0jNDTUHixveuqppwAoLi62j9XW1lJWVkZERAQAH3/8MQDf//73HeZGRUUBcOrUKac1zWazPZwePnwYuBEmv8jb25vIyEg+/fRTzpw5c8taf39/hg8fTkVFBRaL5et98E5GVy5FREQ6kD179rR3C62Ki4u7q/keHh5s27YNm83mdKyurs5ec5NhGJhMJoYNGwbAo48+CsB///d/OwTMyspKAPz8/BzO+fe//52zZ8/aw+UzzzzD2LFj7ee51fqzZs0iPj7e6ZxfrHV31zW6lihcioiIdCA1NTXt3cI94+7uTkBAQIvHtmzZAsCIESPsY2azmZEjR9KlSxcAxo4dS2RkJG+88Qa9evVi2LBhlJWVsXr1avz8/JzCr2EYdO/enSFDhgA3rlAOHDjQae1z587xl7/8hR49etivqPr4+ODj4+NUe/z4cUpLSwkKCqJ79+63/yV0AgqXIiIi0q727t3Lnj178Pf3twfEpqYmjhw5wm9+8xt7nYeHB7/61a/4+OOP+ed//mf7eM+ePVm/fj29evVyOK9hGDzxxBMOV0O/7MqVK8ydO5fPPvuMWbNm4enZejSqqalh4cKFACQnJ9/JR+0UdD1XRERE2k1eXh5Lly7FZDKxfPlyunbtCsCxY8e4evWq/ZY23Hjz+xe/+AU1NTXMmDGDlStXMmvWLD7//HNmzJjB6dOn7bUNDQ2UlJQ4zP+yS5cukZqayocffsi4ceP46U9/2mptVVUVKSkpnD9/nsTERCIjI13w6R9MunIpIiIi7SInJ4fs7Gy8vb1ZvXo1ISEh9mNms5l+/frRp08f+9j69etpampi/fr19lvdcON2eWJiIi+//DJvvfUWAEVFRXz22WdOe1fedPbsWWbPns3HH3/MD37wAxYvXoybm1uLtSdPniQtLY1PPvmEKVOmkJqa6oqP/8BSuBQREelAWnqB5EHT1NTEsmXLyMvLw8/Pj8zMTIKCghxqDMOwvyV+05kzZ3jsscccgiXceNFn+PDhFBQUcOXKFby9vTGbzQQHB9OzZ0+n9f/2t78xZ84cLBYLzzzzDC+88EKrL+ccOHCABQsWYLVaSU1NJTEx8S4//YNP4VJERKQDuds3sju65uZm5s+fT35+PoGBgWRlZTkF6urqaioqKkhPT3cY9/Ly4vPPP2/xvDfHb76Jbjab7dsbfdHx48dJTU3FarXy29/+lmeeeabVXvPz85k3bx4eHh4sW7aM6Ojo2/qsnZWeuRQREZE2k52dTX5+PoMHD2bDhg0tXqk1DINu3boRGhrqMB4REcFHH31EQUGBw/iZM2coKSkhJCSEb3zjG3z00UdUVVU53RKvra0lPT2dhoYG/vmf//mWwfLMmTMsWrQIT09P1qxZo2B5G3TlUkRERNpEdXU1mzdvxs3NjaioKA4ePOhU07NnT8xmM6NGjXJ6c/vXv/41xcXFpKenExcXR1BQEGfPnuX//t//i6enJ7/73e+AG+HUx8eHwYMHO8zfuHEjFouFxx9/HJvNxr59+5zWDwsL41vf+hZr167FarUSERFBTU1Ni7VRUVEOP1UpNyhcioiISJs4evQozc3NAKxbt67FmiFDhlBWVsbs2bOdjvn5+fHmm2+yceNGDhw4wP/9v/+XHj16EBERwa9+9Sv75ugFBQV873vfc3qOsrCwEIDS0lJKS0tbXH/9+vX06NHD/ktBhmFgGEaLtbt371a4bIGbxWJx3iZfRERE7ona2lp8fX3buw25z3Xk/yM9cykiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLuPZ3g2IiIhI51JWVsbGjRspLi7mypUr+Pr6EhkZSXJyMt7e3g61JSUlzJgxg127dhEQEMClS5fIzs7mL3/5C5cvX+Y73/kOcXFx/OQnP8Hd3fma2Weffca4ceOYM2cOsbGxNDU1sX37dvLy8jh79iyenp4EBwfz85//nNGjRzvMbWho4I033uC9997j/PnzmEwmhg4dSlJSEo8//vg9/Y7uZwqXIiIi0mYqKytJSkrCw8OD+Ph4evfuzYkTJ9ixYwdFRUXk5ORgMpns9Wazmb59+xIQEMDly5f51a9+xUcffURUVBRhYWGcPn2azMxMiouL+cMf/oCbm5vDekePHqWhocEeHP/whz/wxz/+kSeeeIKJEydy/fp19uzZwwsvvMCCBQuIiYkBwGazkZ6eTmFhIdHR0SQkJFBfX09ubi7JyclkZWURFhbWdl/cfUThUkRERNrMqlWraGxsZNOmTQwYMACASZMmERwcTEZGBjt37mTq1Kn2esMwCA8PB+CNN97go48+4h//8R/5zW9+Y68ZOHAgK1asYO/evfzoRz9yWM9sNjNw4EB8fX3529/+xh//+EfGjx/Pv/zLv9hrJk+ezJQpU8jKyuLJJ5/Ey8uLd999l8LCQqZNm8bMmTPttbGxsSQkJJCRkcH27dvvyXd0v9MzlyIiItImGhsbOXbsGKGhofZgedNTTz0FQHFxsX2straWsrIyIiIiAPjP//xPunbtyi9/+UuHuZMmTaJHjx7s2rXLaU2z2WwPp4cPHwZuhMkv8vb2JjIykk8//ZQzZ87cstbf35/hw4dTUVGBxWK5rc/fWejKpYiISAey/cf/p71baNXPdk+5q/keHh5s27YNm83mdKyurs5ec5NhGJhMJoYNGwbAhQsXCAwM5OGHH3aY6+7uTkBAAB9++CE2m81+a/zvf/87Z8+etYfLZ555hrFjx/Loo49+5fqzZs0iPj4ePz+/VmtbesZTFC5FREQ6lOqS8+3dwj1zMwS2ZMuWLQCMGDHCPmY2mxk5ciRdunQBoGvXrly9erXF+RaLhc8++4xLly7h4+MD3Ain3bt3Z8iQIcCNK5QDBw50mnvu3Dn+8pe/0KNHD/sVVR8fH/t5vuj48eOUlpYSFBRE9+7dv94H72QUuUVERKRd7d27lz179uDv709cXBwATU1NHDlyxH7VEWDo0KH8/e9/5/3333eYf/LkSc6fvxHKrVarfdwwDJ544gmHq6FfduXKFebOnctnn33GL3/5Szw9W7/uVlNTw8KFCwFITk6+/Q/aSShcioiISLvJy8tj6dKlmEwmli9fTteuXQE4duwYV69edQiXSUlJuLu78+KLL/Lee+9RVVXFgQMHeOmll+xXEW8GyYaGBkpKShzmf9mlS5dITU3lww8/ZNy4cfz0pz9ttbaqqoqUlBTOnz9PYmIikZGRrvj4DyTdFhcREZF2kZOTQ3Z2Nt7e3qxevZqQkBD7MbPZTL9+/ejTp499bPDgwaxcuZLf//73/NM//RMAJpOJ6dOnc+7cOfbs2WMPmUVFRXz22WdOe1fedPbsWWbPns3HH3/MD37wAxYvXuy0jdFNJ0+eJC0tjU8++YQpU6aQmprqqq/ggaRwKSIi0oH0Htbnq4vuc01NTSxbtoy8vDz8/PzIzMwkKCjIocYwDPtb4l/0/e9/nz179nDmzBmampoIDAzEZDIxY8YM/P397c9nms1mgoOD6dmzp9M5/va3vzFnzhwsFgvPPPMML7zwQqsv5xw4cIAFCxZgtVpJTU0lMTHRBd/Ag03hUkREpAO52zeyO7rm5mbmz59Pfn4+gYGBZGVlOb2RXV1dTUVFBenp6Q7jxcXFfPTRR0yaNIlBgwbZxz/99FNKS0sZN26cfcxsNtu3N/qi48ePk5qaitVq5be//S3PPPNMq73m5+czb948PDw8WLZsGdHR0Xf6sTsVhUsRERFpM9nZ2eTn5zN48GBeeeUVp597hBtXLbt160ZoaKjDeFFRERs3buQ73/kOo0aNAm78ks4rr7xCU1MTU6bcCOYfffQRVVVVTrfEa2trSU9Pp6GhgcWLF/PDH/6w1T7PnDnDokWL8PT0JCsry+Etdrk1hUsRERFpE9XV1WzevBk3NzeioqI4ePCgU03Pnj0xm82MGjXK6c3tSZMmsWvXLubNm8fPfvYzevbsyYEDBzCbzfzyl7+0bzNkGAY+Pj4MHjzYYf7GjRuxWCw8/vjj2Gw29u3b57R+WFgY3/rWt1i7di1Wq5WIiAhqamparI2KinL4qUq5QeFSRERE2sTRo0dpbm4GYN26dS3WDBkyhLKyMmbPnu10rFevXmRnZ7N+/Xr+/d//HavVSr9+/Xj55Zf5wQ9+YK8rKCjge9/7ntNzlIWFhQCUlpZSWlra4vrr16+nR48e9l8KMgwDwzBarN29e7fCZQvcLBaL8zb5IiIick/U1tbi6+vb3m3Ifa4j/x9pn0sRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERFpU2VlZbz00kuMHz+e8PBw4uLiWL16NVeuXHGqLSkpISwsjHPnzjkdu3z5MjExMWzYsKHFdRoaGsjOzmbSpEmMGTOG+Ph4tmzZQnNzc4v1Fy5cICwsjCNHjtjnr1+/nsmTJxMeHk50dDSzZ8+mtLTUaa7FYmHlypXExcURHh7O+PHjmTt3Lh999NFtfDMPBs/2bkBEREQ6j8rKSpKSkvDw8CA+Pp7evXtz4sQJduzYQVFRETk5OZhMJnu92Wymb9++BAQEOJynoaGBOXPmUFNT0+I6n3/+OS+99BIFBQU8/fTTDB48mMLCQtauXcvHH3/MP/3TPznNMQyDrl27Ehoais1mIz09ncLCQqKjo0lISKC+vp7c3FySk5PJysoiLCwMAKvVSkpKChUVFcTExBASEkJVVRW5ubkcOnSIjRs3MmDAABd+ix2bwqWIiIi0mVWrVtHY2MimTZvsgWvSpEkEBweTkZHBzp07mTp1qr3eMAzCw8MdzlFeXs78+fMpLy9vdZ3/+I//wGw28+tf/5qf//znAEycOJHf//737Nq1i9jYWB5//HGHOWazmVGjRuHl5cX+/fspLCxk2rRpzJw5014TGxtLQkICGRkZbN++HYCtW7dSXl7O3LlzmThxor123LhxTJ8+nVdffZXMzMw7/MbuP7otLiIiIm2isbGRY8eOERoa6nQl76mnngKguLjYPlZbW0tZWRkRERH2sTfffJPExERqa2t59tlnW13rnXfewcvLi5/+9KcO4//4j/8IQF5enlNvRUVF9rUOHz4MwOTJkx3q/P39GT58OBUVFVgsFgAKCwvx8vIiNjbWoTY4OJj+/fs7fKbOQFcuRUREOpAf5LV8m7cj+H8xfnc138PDg23btmGz2ZyO1dXV2WtuMgwDk8nEsGHD7GOnTp0iJiaGGTNmUFlZydtvv93iWqWlpQwYMMDhFjtAQEAA3/zmN3n//fcdxktKSrh27RqjR48GYNasWcTHx+Pn5/yZb/bq7n7jGt3SpUupq6tz6B3AZrNRX19vr+ssFC5FREQ6kCO1je3dwj3j7u7u9OzkTVu2bAFgxIgR9jGz2czIkSPp0qWLfWzx4sX2vysrK1s8V0NDA59++qlDKP0iPz8/qqqqHMYMwyAwMBB/f38AfHx88PHxcZp7/PhxSktLCQoKonv37gD06tWLXr16OdXu37+fixcvMnbs2Bb7eFB1rigtIiIiHc7evXvZs2cP/v7+xMXFAdDU1MSRI0ecnrf8YtBszc23zrt27dri8Ycffpjr1687jJnNZqe1vqympoaFCxcCkJycfMva8vJyVq5ciYeHB0lJSV/Z84NE4VJERETaTV5eHkuXLsVkMrF8+XJ7IDx27BhXr179ysDXkpu33Vu6/X5z/Iu3sM+dO0dlZeUt16qqqiIlJYXz58+TmJhIZGRkq7WnTp1i5syZXL58mbS0NAYNGnTbn+F+pnApIiIi7SInJ4clS5ZgMplYs2YNISEh9mNms5l+/frRp0+f2z7vzYDa0NDQ4vGGhga6devmsJa3tzdDhw5tsf7kyZMkJSVx9uxZpkyZQmpqaqtrG4bBc889h8ViIS0tjfj4+Nvu/36nZy5FREQ6kFG+Xu3dwj3X1NTEsmXLyMvLw8/Pj8zMTIKCghxqDMNweEv8dnTr1g0fH59W98CsqalxCK1ms5mwsDA8PZ1j0YEDB1iwYAFWq5XU1FQSExNbXTc3N5dVq1bh7u7OkiVLePLJJ++o//udwqWIiEgHcrdvZHd0zc3NzJ8/n/z8fAIDA8nKynJ6I7u6upqKigrS09PveJ3BgwdTVFREQ0MDDz/8sH383LlzWCwWe/CzWq0cPXq0xbXy8/OZN28eHh4eLFu2jOjo6FbX27p1K5mZmXTv3p0VK1YwfPjwO+79fqfb4iIiItJmsrOzyc/PZ/DgwWzYsKHFrX4Mw6Bbt26Ehobe8To//OEPsVqt9o3Ob/q3f/s3AGJiYoAb+2parVb7FkQ3nTlzhkWLFuHp6cmaNWtuGSwLCgrIysqiR48eZGdnd+pgCbpyKSIiIm2kurqazZs34+bmRlRUFAcPHnSq6dmzp/2Xclq6Tf11jR8/nj179vCv//qvVFVVERISwqFDh/iP//gPfvKTn/Dd734XuBFkBw4c6LSV0Nq1a7FarURERFBTU8O+ffuc1oiKisJkMrF69WpsNhtjxozh9OnTnD592ql2woQJd/xZ7jcKlyIiItImjh49SnNzMwDr1q1rsWbIkCGUlZUxe/bsu1rLzc2NjIwMXn/9dd59913eeecdvv3tbzN79mx+9rOf2esKCgoYN26cw9ympib7r+oYhoFhGC2usXv3bi5dumTfbzMvL8/pl39u6kzh0s1isbT8nr6IiIi4XG1tLb6+vu3dhtznOvL/kZ65FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUERGRNlVWVsZLL73E+PHjCQ8PJy4ujtWrV3PlyhWn2pKSEsLCwjh37pzTscuXLxMTE8OGDRtuud6KFSuIi4u7Zc3SpUtJTk52WPf5558nOjqaiIgIJk+ezIYNG/jss8+c5h44cIAZM2YQFRXF97//fRISEti+fTuff/75Ldd8UHm2dwMiIiLSeVRWVpKUlISHhwfx8fH07t2bEydOsGPHDoqKisjJycFkMtnrzWYzffv2JSAgwOE8DQ0NzJkzh5qamluut2PHDnbu3EmfPn1uWXfo0CF+8pOfAFBcXMyvf/1revbsybPPPkuPHj04fPgwGzdu5G9/+xtr167F3f3G9bl9+/axaNEiHn30UaZPn87DDz/MX/7yFzIyMjh9+jQLFiy4k6/pvqZwKSIiIm1m1apVNDY2smnTJgYMGADApEmTCA4OJiMjg507dzJ16lR7vWEYhIeHO5yjvLyc+fPnU15e3uo6DQ0NrF27lp07d35lT6dOnaK2tta+zrJly+jWrRtvvfUWvXr1AiA+Pp7MzEy2bt1Kfn4+48aN47PPPmPFihU88sgjbN68mYcffhiAn/3sZ/zud7/jT3/6E5MnTyYkJOT2vqT7nG6Li4iISJtobGzk2LFjhIaG2oPlTU899RRw46rhTbW1tZSVlREREWEfe/PNN0lMTKS2tpZnn322xXXOnDnDpEmT2LlzJxMnTsTPz++WfZnNZnx9fRk4cCAXLlzg448/JjIy0h4sb/rRj34E3LhlDlBaWsrVq1f50Y9+ZA+WN02YMMHp83QWunIpIiLSgZiWzGzvFlp1feG/3tV8Dw8Ptm3bhs1mczpWV1dnr7nJMAxMJhPDhg2zj506dYqYmBhmzJhBZWUlb7/9ttO5zp07h6+vL4sXL2bUqFFf+byl2Wxm9OjRAHzrW99i586dPPTQQ051n3zyCYD9lvjjjz/Ojh07+MY3vtHq57lZ25koXIqIiHQgHuUn27uFe8bd3d3p2cmbtmzZAsCIESPsY2azmZEjR9KlSxf72OLFi+1/V1ZWtniu8PBwoqKivlZPn376KaWlpfaroJ6envTt27fF2v/zf/6PQ49dunThsccec6prampi+/btTp+ns+h8cVpEREQ6lL1797Jnzx78/f3tVxmbmpo4cuSI0/OWXwyarfk6NTcdOnQINzc3wsLCblmXk5PD4cOHCQ4OZuzYsbesXb58ORUVFURFRfHd7373a/fyoNCVSxEREWk3eXl5vPzyy5hMJpYvX07Xrl0BOHbsGFevXnUKl65mNpv5X//rf9GtW7dWa3JycsjOzqZnz578/ve/b/VW9+eff87y5cvZs2cPjz76KPPmzbtXbXdoCpciIiLSLm6GNm9vb1avXu3wVrXZbKZfv35fuYXQ3bDZbBw6dIgpU6a0eLypqYmVK1eya9cu/Pz8eOWVV1q9rX/9+nUWLFjAf/3Xf9G/f39effVVevTocc9678gULkVERDqQ5gEP/rY1TU1NLFu2jLy8PPz8/MjMzCQoKMihxjAMh7fE74UPPviAurq6Fq+OXrt2jblz51JQUED//v3Jysqid+/eLZ7n4sWL/Pa3v+XDDz9k2LBhrFy5ku7du9/T3jsyhUsREZEO5G7fyO7ompubmT9/Pvn5+QQGBpKVleW0VVB1dTUVFRWkp6ff017MZjO9e/d22hbp+vXrPP/88xw/fpyRI0eyYsUKvL29WzzHJ598QkpKCpWVlYwfP55Fixbh5eV1T/vu6BQuRUREpM1kZ2eTn5/P4MGDeeWVV1oMbYZh0K1bN0JDQ+9pL1/cguiLXn75ZY4fP86YMWP4wx/+0GpYbG5u5qWXXqKyspJJkybxu9/9Djc3t3va8/1A4VJERETaRHV1NZs3b8bNzY2oqCgOHjzoVNOzZ0/MZjOjRo3C0/PexRSLxcLJkyeZNm2aw/jf/vY33n33Xby8vBg9ejTvvfee09yAgACGDh3Ke++9x/Hjx+nevTuPP/44f/7zn51qAwMDnW75P+gULkVERKRNHD16lObmZgDWrVvXYs2QIUMoKytj9uzZ97SXQ4cO4eHhwahRoxzGDx8+DNz4NaEVK1a0OPdHP/oRQ4cOtdd++umnLFmypMXaX/7yl50uXLpZLBbnbfJFRETknqitrcXX17e925D7XEf+P9Im6iIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMp7t3YCIiIh0LmVlZWzcuJHi4mKuXLmCr68vkZGRJCcn4+3t7VBbUlLCjBkz2LVrFwEBAQ7HLl++TEJCArGxsSQnJzutc/78eTZs2EBhYSH19fV885vfZPTo0Tz33HP4+vo61V+4cIGnn36adevWMWrUKBoaGnjjjTd47733OH/+PCaTiaFDh5KUlMTjjz/uMNdisfD666/z17/+ldraWry9vRkxYgQzZszgscceu/sv7T6icCkiIiJtprKykqSkJDw8PIiPj6d3796cOHGCHTt2UFRURE5ODiaTyV5vNpvp27evU7BsaGhgzpw51NTUtLhOfX09SUlJXL58mYkTJ/LYY49RXl7O7t27KSws5M0336RXr14OcwzDoGvXroSGhmKz2UhPT6ewsJDo6GgSEhKor68nNzeX5ORksrKyCAsLA8BqtZKSkkJFRQUxMTGEhIRQVVVFbm4uhw4dYuPGjQwYMMDF32THpXApIiIibWbVqlU0NjayadMme+CaNGkSwcHBZGRksHPnTqZOnWqvNwyD8PBwh3OUl5czf/58ysvLW13ntdde4+LFi6xZs4bRo0fbx5944gnmzJnDpk2bePHFFx3mmM1mRo0ahZeXF/v376ewsJBp06Yxc+ZMe01sbCwJCQlkZGSwfft2ALZu3Up5eTlz585l4sSJ9tpx48Yxffp0Xn31VTIzM+/g27o/6ZlLERERaRONjY0cO3aM0NBQpyt5Tz31FADFxcX2sdraWsrKyoiIiLCPvfnmmyQmJlJbW8uzzz7b6lqFhYUEBAQ4BEuAsWPH4u3t7bDOzd6Kiorsax0+fBiAyZMnO9T5+/szfPhwKioqsFgs9rW8vLyIjY11qA0ODqZ///5Oaz3odOVSRESkA7le9EJ7t9Aq08isu5rv4eHBtm3bsNlsTsfq6ursNTcZhoHJZGLYsGH2sVOnThETE8OMGTOorKzk7bffbnGt7Oxsrl275jR+/fp1rl+/jru74/W1kpISrl27Zg+js2bNIj4+Hj8/v1Z7vXmOpUuXUldX59A7gM1mo76+3mmtB53CpYiISAfy+acftncL94y7u7vTs5M3bdmyBYARI0bYx8xmMyNHjqRLly72scWLF9v/rqysbHUtf3//Fse3bt1Kc3MzI0eOdBg3DIPAwED7PB8fH3x8fJzmHz9+nNLSUoKCgujevTsAvXr1cnp+E2D//v1cvHiRsWPHttrng6hzRWkRERHpcPbu3cuePXvw9/cnLi4OgKamJo4cOeL0vOUXg+btOnLkCDk5OXTr1o0pU6Y4HDObzU5rfVlNTQ0LFy4EaPHt9C8qLy9n5cqVeHh4kJSUdMc9348ULkVERKTd5OXlsXTpUkwmE8uXL6dr164AHDt2jKtXr35l4Pu6Dh06RFpaGp9//jmLFy92uLJ57tw5Kisrb7lWVVUVKSkpnD9/nsTERCIjI1utPXXqFDNnzuTy5cukpaUxaNAgl3yG+4XCpYiIiLSLnJwclixZgslkYs2aNYSEhNiPmc1m+vXrR58+fe56nT/+8Y/89re/pbm5mX/5l39xuk1tNpvx9vZm6NChLc4/efIkSUlJnD17lilTppCamtrqWoZh8Nxzz2GxWEhLSyM+Pv6u+7/f6JlLERGRDsS9e3B7t3DPNTU1sWzZMvLy8vDz8yMzM5OgoCCHGsMwHN4Sv1Pr16/njTfewNvbm+XLlzNq1CinGrPZTFhYGJ6ezrHowIEDLFiwAKvVSmpqKomJia2ulZuby6pVq3B3d2fJkiU8+eSTd93//UjhUkREpAO52zeyO7rm5mbmz59Pfn4+gYGBZGVlOb2RXV1dTUVFBenp6Xe11urVq9m2bRu9e/cmMzOzxY3MrVYrR48ebXGt/Px85s2bh4eHB8uWLSM6OrrVtbZu3UpmZibdu3dnxYoVDB8+/K56v58pXIqIiEibyc7OJj8/n8GDB/PKK684/dwj3Lhq2a1bN0JDQ+94nV27drFt2zYeeeQRXnvttRa3FIIb+2parVan/TDPnDnDokWL8PT0JCsry+Et9i8rKCggKyuLHj168Nprr3WqX+NpicKliIiItInq6mo2b96Mm5sbUVFRHDx40KmmZ8+e9l/Kaek29ddx/fp11q1bB0BUVBRHjx51qjGZTERFRWEYBgMHDnTaSmjt2rVYrVYiIiKoqalh3759TueIiorCZDKxevVqbDYbY8aM4fTp05w+fdqpdsKECXf0We5HCpciIiLSJo4ePUpzczOAPfx92ZAhQygrK2P27Nl3vM4HH3zAp59+CvzP/plf1qdPH6KioigoKGDcuHEOx5qamuy/qmMYBoZhtHiO3bt3c+nSJft+m3l5eeTl5bVY25nCpZvFYnHeJl9ERETuidraWnx9fdu7DbnPdeT/I21FJCIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIibaqsrIyXXnqJ8ePHEx4eTlxcHKtXr+bKlStOtSUlJYSFhXHu3DmnY5cvXyYmJoYNGza0uE5dXR1/+MMfiIuLY8yYMTz77LPk5uZis9larL9w4QJhYWEcOXIEgIaGBtavX8/kyZMJDw8nOjqa2bNnU1pa6jTXYrGwcuVK4uLiCA8PZ/z48cydO5ePPvroNr6ZB4NnezcgIiIinUdlZSVJSUl4eHgQHx9P7969OXHiBDt27KCoqIicnBxMJpO93mw207dvXwICAhzO09DQwJw5c6ipqWlxnStXrjBjxgyqq6uJj4/nkUceoaCggOXLl1NeXs6LL77oNMcwDLp27UpoaCg2m4309HQKCwuJjo4mISGB+vp6cnNzSU5OJisri7CwMACsVispKSlUVFQQExNDSEgIVVVV5ObmcujQITZu3MiAAQNc+C12bAqXIiIi0mZWrVpFY2MjmzZtsgeuSZMmERwcTEZGBjt37mTq1Kn2esMwCA8PdzhHeXk58+fPp7y8vNV13n77bSorK3n55Zf5wQ9+AMDkyZNJS0sjNzeXZ555hr59+zrMMZvNjBo1Ci8vL/bv309hYSHTpk1j5syZ9prY2FgSEhLIyMhg+/btAGzdupXy8nLmzp3LxIkT7bXjxo1j+vTpvPrqq2RmZt7hN3b/UbgUERHpQDa8s6S9W2hV8o8W3tX8xsZGjh07RmhoqNOVvKeeeoqMjAyKi4vt4bK2tpaysjKef/55e92bb75JdnY23bp149lnn+Xtt99uca3PPvuMkJAQoqOjHcafeOIJDh48yKlTpxzCZWNjI0VFRbzwwgsAHD58GLgRSL/I39+f4cOH81//9V9YLBZ8fHwoLCzEy8uL2NhYh9rg4GD69+9PcXHxbXxL9z+FSxERkQ7kbG3rV+Pudx4eHmzbtq3FZx7r6ursNTcZhoHJZGLYsGH2sVOnThETE8OMGTOorKxsNVz+5je/aXH81KlTAHz72992GC8pKeHatWuMHj0agFmzZhEfH4+fn1+rvbq733h1ZenSpdTV1Tn0DmCz2aivr7fXdRYKlyIiItIm3N3dnZ6dvGnLli0AjBgxwj5mNpsZOXIkXbp0sY8tXrzY/ndlZeXXWvf69eucO3eOvXv38qc//YnIyEgGDx7sUGMYBoGBgfj7+wPg4+ODj4+P07mOHz9OaWkpQUFBdO/eHYBevXrRq1cvp9r9+/dz8eJFxo4d+7X6fFAoXIqIiEi72rt3L3v27MHf35+4uDgAmpqaOHLkiNMVyC8Gza/rtddeY+vWrQB85zvfsd/6/iKz2UxkZOQtz1NTU8PChTceDUhOTr5lbXl5OStXrsTDw4OkpKTb7vl+1rmu04qIiEiHkpeXx9KlSzGZTCxfvpyuXbsCcOzYMa5ever0Ms+d+P73v8+qVav49a9/zaVLl0hMTOTkyZP24+fOnaOysvKWa1VVVZGSksL58+dJTEy8ZRA9deoUM2fO5PLly6SlpTFo0KC7/gz3E125FBER6UC+49t5tqzJyckhOzsbb29vVq9eTUhIiP2Y2WymX79+9OnT567XGTVqFABjx47le9/7HtOmTeOVV15h/fr19rW8vb0ZOnRoi/NPnjxJWloan3zyCVOmTCE1NbXVtQzDYP78+Vy7do20tDTi4+Pvuv/7jcKliIhIB3K3b2TfD5qamli2bBl5eXn4+fmRmZlJUFCQQ41hGERERLh87e9+97v069ePDz74wD5mNpsJCwvD09M5Fh04cIAFCxZgtVpJTU0lMTGx1XPn5uayatUq3N3dWbJkCU8++aTL+78f6La4iIiItJnm5mbmz59PXl4egYGBbNq0ySlYVldXU1FRcce3xG02G4mJifziF79o8fjVq1d56KGHgBsboB89erTFIJufn89LL73E559/zrJly24ZLLdu3cry5cvp1q0br7zySqcNlqBwKSIiIm0oOzub/Px8Bg8ezIYNG1rc6scwDLp160ZoaOgdreHm5oavry+lpaUcOnTI4dif//xnzp8/T1RUFADFxcVYrVb7FkQ3nTlzhkWLFuHp6cmaNWuc9sv8ooKCArKysujRowfZ2dkMHz78jvp+UOi2uIiIiLSJ6upqNm/ejJubG1FRURw8eNCppmfPnvZfymnpNvXX9cILL3DixAl+97vfMXnyZB555BHef/993nnnHR599FFSUlKAG0F24MCBTlsJrV27FqvVSkREBDU1Nezbt89pjaioKEwmE6tXr8ZmszFmzBhOnz7N6dOnnWonTJhwx5/lfqNwKSIiIm3i6NGjNDc3A7Bu3boWa4YMGUJZWRmzZ8++q7UeffRR3nrrLV577TXy8vK4fPky/v7+PPvss/ziF7/A29sbuHHVcdy4cQ5zm5qa7L+qYxgGhmG0uMbu3bu5dOmSfb/NvLw88vLyWqztTOHSzWKxOG+TLyIiIvdEbW0tvr6+7d2G3Oc68v+RnrkUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUERGRNlVWVsZLL73E+PHjCQ8PJy4ujtWrV3PlyhWn2pKSEsLCwjh37pzTscuXLxMTE8OGDRu+1rrz588nLCyMqqqqFo9fuHCBsLAwjhw5AkBDQwPr169n8uTJhIeHEx0dzezZsyktLXWaa7FYWLlyJXFxcYSHhzN+/Hjmzp3LRx999LV6e5B4tncDIiIi0nlUVlaSlJSEh4cH8fHx9O7dmxMnTrBjxw6KiorIycnBZDLZ681mM3379iUgIMDhPA0NDcyZM4eampqvte7evXt59913b1ljGAZdu3YlNDQUm81Geno6hYWFREdHk5CQQH19Pbm5uSQnJ5OVlUVYWBgAVquVlJQUKioqiImJISQkhKqqKnJzczl06BAbN25kwIABt/lN3b8ULkVERKTNrFq1isbGRjZt2mQPXJMmTSI4OJiMjAx27tzJ1KlT7fWGYRAeHu5wjvLycubPn095efnXWrOqqoqVK1fSpUsXPvvss1brzGYzo0aNwsvLi/3791NYWMi0adOYOXOmvSY2NpaEhAQyMjLYvn07AFu3bqW8vJy5c+cyceJEe+24ceOYPn06r776KpmZmV+r1weBbouLiIhIm2hsbOTYsWOEhoY6Xcl76qmnACguLraP1dbWUlZWRkREhH3szTffJDExkdraWp599tmvXLO5uZlFixbxyCOP8A//8A+37K2oqMi+1uHDhwGYPHmyQ52/vz/Dhw+noqICi8UCQGFhIV5eXsTGxjrUBgcH079/f4fP1BnoyqWIiEgHsmfPnvZuoVVxcXF3Nd/Dw4Nt27Zhs9mcjtXV1dlrbjIMA5PJxLBhw+xjp06dIiYmhhkzZlBZWcnbb799yzXffPNNPvzwQ9566y02b97cal1JSQnXrl1j9OjRAMyaNYv4+Hj8/Pxa7dXd/cY1uqVLl1JXV+fQO4DNZqO+vt5e11koXIqIiHQgX/cZwvuRu7u707OTN23ZsgWAESNG2MfMZjMjR46kS5cu9rHFixfb/66srLzleqWlpWzcuJEXXniB/v3737LWMAwCAwPx9/cHwMfHBx8fH6e648ePU1paSlBQEN27dwegV69e9OrVy6l2//79XLx4kbFjx95y7QdN54rSIiIi0uHs3buXPXv24O/vb7862tTUxJEjR5yet/xi0LyVa9eusWjRIkaMGMFPf/rTr6w3m81Oa31ZTU0NCxcuBCA5OfmWteXl5axcuRIPDw+SkpK+Vs8PCl25FBERkXaTl5fHyy+/jMlkYvny5XTt2hWAY8eOcfXq1a8MfK3JyMjg0qVLrF+/Hjc3t1vWnjt3jsrKyluuVVVVxaxZszh//jyJiYlERka2Wnvq1ClSU1O5fPkyL774IoMGDbqjz3C/0pVLERERaRc5OTksWbIEk8nEmjVrCAkJsR8zm83069ePPn363PZ5//M//5M//elPPPfcc3Tp0gWLxYLFYqGxsRG4sT/mzZdxbq7l7e3N0KFDWzzfyZMnSUpK4uzZs0yZMoXU1NRW1zYMg+eeew6LxUJaWhrx8fG33f/9TlcuRUREOpCWXiB50DQ1NbFs2TLy8vLw8/MjMzOToKAghxrDMBzeEr8d//Vf/wXAihUrWLFihdPxm1sd3Xwj3Gw2ExYWhqencyw6cOAACxYswGq1kpqaSmJiYqvr5ubmsmrVKtzd3VmyZAlPPvnkHfV/v1O4FBER6UDu9o3sjq65uZn58+eTn59PYGAgWVlZToG6urqaiooK0tPT72iNqVOnMmHCBKfxzZs3U1hYyJIlS+jZsydwYwP0o0ePtrhWfn4+8+bNw8PDg2XLlhEdHd3qmlu3biUzM5Pu3buzYsUKhg8ffke9PwgULkVERKTNZGdnk5+fz+DBg3nllVfw9vZ2qjEMg27duhEaGnpHa/Tv37/Ft8P37dsHwNChQ/n2t78N3NhX02q12rcguunMmTMsWrQIT09PsrKyHN5i/7KCggKysrLo0aMHr732Wqf6NZ6WKFyKiIhIm6iurmbz5s24ubkRFRXFwYMHnWp69uxp/6Wclm5Tu5phGAwcONBpK6G1a9ditVqJiIigpqbGHky/KCoqCpPJxOrVq7HZbIwZM4bTp09z+vRpp9qWrqQ+qBQuRUREpE0cPXqU5uZmANatW9dizZAhQygrK2P27Nlt0lNBQQHjxo1zGGtqarL/qo5hGBiG0eLc3bt3c+nSJft+m3l5eeTl5bVY25nCpZvFYnHeJl9ERETuidraWnx9fdu7DbnPdeT/I21FJCIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIu49neDYiIiEjnUlZWxsaNGykuLubKlSv4+voSGRlJcnIy3t7eDrUlJSXMmDGDXbt2ERAQ4HDs8uXLJCQkEBsbS3JystM6OTk5ZGdnt9jDL3/5S6c5Fy5c4Omnn2bdunWMGjWKhoYG3njjDd577z3Onz+PyWRi6NChJCUl8fjjjzvMtVgsvP766/z1r3+ltrYWb29vRowYwYwZM3jsscfu4Fu6fylcioiISJuprKwkKSkJDw8P4uPj6d27NydOnGDHjh0UFRWRk5ODyWSy15vNZvr27esULBsaGpgzZw41NTWtrlVWVobJZOKll15yOhYYGOg0ZhgGXbt2JTQ0FJvNRnp6OoWFhURHR5OQkEB9fT25ubkkJyeTlZVFWFgYAFarlZSUFCoqKoiJiSEkJISqqipyc3M5dOgQGzduZMCAAXf6ld13FC5FRESkzaxatYrGxkY2bdpkD1yTJk0iODiYjIwMdu7cydSpU+31hmEQHh7ucI7y8nLmz59PeXn5Ldc6c+YM/fv3Z8KECV+rN7PZzKhRo/Dy8mL//v0UFhYybdo0Zs6caa+JjY0lISGBjIwMtm/fDsDWrVspLy9n7ty5TJw40V47btw4pk+fzquvvkpmZubX6uFBoGcuRUREpE00NjZy7NgxQkNDna7kPfXUUwAUFxfbx2praykrKyMiIsI+9uabb5KYmEhtbS3PPvtsq2s1NDTw97//nf79+3/t3oqKiuxrHT58GIDJkyc71Pn7+zN8+HAqKiqwWCwAFBYW4uXlRWxsrENtcHAw/fv3d/hMnYGuXIqIiHQg23/8f9q7hVb9bPeUu5rv4eHBtm3bsNlsTsfq6ursNTcZhoHJZGLYsGH2sVOnThETE8OMGTOorKzk7bffbnGt8vJyPv/8c3uItVqteHh44OnZcvQpKSnh2rVrjB49GoBZs2YRHx+Pn59fq726u9+4Rrd06VLq6uocegew2WzU19fb6zoLhUsREZEOpLrkfHu3cM+4u7s7PTt505YtWwAYMWKEfcxsNjNy5Ei6dOliH1u8eLH978rKylbXOnPmDHAjjP70pz+lsrISd3d3QkNDeeGFF/jud7/rUG8YBoGBgfj7+wPg4+ODj4+P03mPHz9OaWkpQUFBdO/eHYBevXrRq1cvp9r9+/dz8eJFxo4d22qfD6LOFaVFRESkw9m7dy979uzB39+fuLg4AJqamjhy5IjT85ZfDJq3cjNcHjt2jMmTJ7Ny5UqSkpL48MMP+dWvfsXJkycd6s1ms9NaX1ZTU8PChQsBWnw7/YvKy8tZuXIlHh4eJCUlfa2eHxS6cikiIiLtJi8vj5dffhmTycTy5cvp2rUrcCMUXr169SsDX2u+973v0a1bN5599ln7FcixY8cSHh5OUlISq1evZuPGjQCcO3eOysrKW65VVVXFrFmzOH/+PImJiURGRrZae+rUKVJTU7l8+TIvvvgigwYNuqPPcL9SuBQREZF2cXMfSm9vb1avXk1ISIj9mNlspl+/fvTp0+eOzj1mzBjGjBnjNB4SEsKQIUM4fvw4V69epVu3bpjNZry9vRk6dGiL5zp58iRpaWl88sknTJkyhdTU1FbXNQyD+fPnc+3aNdLS0oiPj7+j/u9nCpciIiIdSO9hdxam7idNTU0sW7aMvLw8/Pz8yMzMJCgoyKHGMAyHt8RdqWfPnthsNq5fv24Pl2FhYS2+7HPgwAEWLFiA1WolNTWVxMTEVs+bm5vLqlWrcHd3Z8mSJTz55JP3pP+OTuFSRESkA7nbN7I7uubmZubPn09+fj6BgYFkZWU5vZFdXV1NRUUF6enpd7SGzWZj+vTpwI2ti76soqKCbt268c1vfhOr1crRo0dbXCs/P5958+bh4eHBsmXLiI6ObnXNrVu3kpmZSffu3VmxYgXDhw+/o94fBHqhR0RERNpMdnY2+fn5DB48mA0bNrS41Y9hGHTr1o3Q0NA7WsPNzY0ePXpw8uRJDhw44HDsnXfeoaKiggkTJuDh4UFxcTFWq9W+BdFNZ86cYdGiRXh6erJmzZpbBsuCggKysrLo0aMH2dnZnTpYgq5cioiISBuprq5m8+bNuLm5ERUVxcGDB51qevbsaf+lnNb2pPw6nn/+eUpLS5k/fz4TJ07kscce4/333+edd96hf//+pKSkADeC7MCBA522Elq7di1Wq5WIiAhqamrYt2+f0xpRUVGYTCZWr16NzWZjzJgxnD59mtOnTzvVft1fCXoQKFyKiIhImzh69CjNzc0ArFu3rsWaIUOGUFZWxuzZs+9qrf79+/PWW2+RnZ3N/v37uXz5Mr6+vjz77LNMnz6db3zjG8CNq47jxo1zmNvU1GT/VR3DMDAMo8U1du/ezaVLl+z7bebl5ZGXl9dibWcKl24Wi8V5m3wRERG5J2pra/H19W3vNuQ+15H/j/TMpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiItKmysjJeeuklxo8fT3h4OHFxcaxevZorV6441ZaUlBAWFsa5c+ecjl2+fJmYmBg2bNjQ6lp//vOf+cUvfsHYsWP54Q9/yIsvvkhlZWWLtRcuXCAsLIwjR44A0NDQwPr165k8eTLh4eFER0cze/ZsSktLneZaLBZWrlxJXFwc4eHhjB8/nrlz5/LRRx99zW/lweHZ3g2IiIhI51FZWUlSUhIeHh7Ex8fTu3dvTpw4wY4dOygqKiInJweTyWSvN5vN9O3bl4CAAIfzNDQ0MGfOHGpqalpdKzs7m5ycHIYNG0ZqaioXL15k+/btJCUl8W//9m98+9vfdqg3DIOuXbsSGhqKzWYjPT2dwsJCoqOjSUhIoL6+ntzcXJKTk8nKyiIsLAwAq9VKSkoKFRUVxMTEEBISQlVVFbm5uRw6dIiNGzcyYMAAF36LHZvCpYiIiLSZVatW0djYyKZNm+yBa9KkSQQHB5ORkcHOnTuZOnWqvd4wDMLDwx3OUV5ezvz58ykvL291nQ8//JA33niDMWPGsGLFCjw8PAAICwvjueee46233mLu3LkOc8xmM6NGjcLLy4v9+/dTWFjItGnTmDlzpr0mNjaWhIQEMjIy2L59OwBbt26lvLycuXPnMnHiRHvtuHHjmD59Oq+++iqZmZl3+I3df3RbXERERNpEY2Mjx44dIzQ01OlK3lNPPQVAcXGxfay2tpaysjIiIiLsY2+++SaJiYnU1tby7LPPtrrWrl27+Pzzz0lLS7MHS4Dhw4eTnJzM4MGDnXorKiqyr3X48GEAJk+e7FDn7+/P8OHDqaiowGKxAFBYWIiXlxexsbEOtcHBwfTv39/hM3UGunIpIiLSgfwgr/XbvO3t/8X43dV8Dw8Ptm3bhs1mczpWV1dnr7nJMAxMJhPDhg2zj506dYqYmBhmzJhBZWUlb7/9dotrFRUVMWDAAPut78bGRj7//HMeeughfvnLXzrVl5SUcO3aNUaPHg3ArFmziI+Px8/P+TPf7NXd/cY1uqVLl1JXV+fQO4DNZqO+vt5e11koXIqIiHQgR2ob27uFe8bd3d3p2cmbtmzZAsCIESPsY2azmZEjR9KlSxf72OLFi+1/t/ZiTmNjI+fOnSMiIoLi4mJeffVV3n//fQAef/xxXnjhBYYMGeIwxzAMAgMD8ff3B8DHxwcfHx+ncx8/fpzS0lKCgoLo3r07AL169aJXr15Otfv37+fixYuMHTu2xT4fVJ0rSouIiEiHs3fvXvbs2YO/vz9xcXEANDU1ceTIEafnLb8YNFtz5coVPv/8cz766CNSU1MZNGgQf/jDH5g1axaVlZWkpKTYw+ZNZrPZaa0vq6mpYeHChQAkJyffsra8vJyVK1fi4eFBUlLSV/b8INGVSxEREWk3eXl5vPzyy5hMJpYvX07Xrl0BOHbsGFevXv3KwNeSzz77DICzZ8/y/PPPM2XKFPuxUaNGMW3aNLKysnj99dcBOHfuHJWVlbdcq6qqilmzZnH+/HkSExOJjIxstfbUqVOkpqZy+fJlXnzxRQYNGnTbn+F+piuXIiIi0i5ycnJYsmQJJpOJNWvWEBISYj9mNpvp168fffr0ue3z3tzK6OZ2R1/03e9+lyFDhvC3v/2N69ev29fy9vZm6NChLZ7v5MmTJCUlcfbsWaZMmUJqamqraxuGwXPPPYfFYiEtLc1p/c5AVy5FREQ6kFG+Xu3dwj3X1NTEsmXLyMvLw8/Pj8zMTIKCghxqDMNweEv8dnzjG9+gW7dueHp68tBDDzkd/9a3voXNZuPq1auYTCbMZjNhYWF4ejrHogMHDrBgwQKsViupqakkJia2um5ubi6rVq3C3d2dJUuW8OSTT95R//c7hUsREZEO5G7fyO7ompubmT9/Pvn5+QQGBpKVleX0RnZ1dTUVFRWkp6ff0Rpubm6EhIRQVFRETU2N0/n//ve/YzKZ6NmzJ1arlaNHj7a4Vn5+PvPmzcPDw4Nly5YRHR3d6ppbt24lMzOT7t27s2LFCoYPH35HvT8IdFtcRERE2kx2djb5+fkMHjyYDRs2tLjVj2EYdOvWjdDQ0Dte5+mnn8Zms5Gdne0wXlBQwKlTp4iOjsbd3Z3i4mKsVqt9C6Kbzpw5w6JFi/D09GTNmjW3DJYFBQVkZWXRo0cPsrOzO3WwBF25FBERkTZSXV3N5s2bcXNzIyoqioMHDzrV9OzZ0/5LOS3dpv66fvjDH/KXv/yFP/3pT3zyySeMHTuWv//97/z7v/87vr6+9l/dMQyDgQMHOm0ltHbtWqxWKxEREdTU1LBv3z6nNaKiojCZTKxevRqbzcaYMWM4ffo0p0+fdqqdMGHCHX+W+43CpYiIiLSJo0eP0tzcDMC6detarBkyZAhlZWXMnj37rtd7+eWX2bFjB3v27GH16tV4e3vzgx/8gJSUFHuYLCgoYNy4cQ7zmpqa7L+qYxgGhmG0eP7du3dz6dIl+36beXl55OXltVjbmcKlm8Vicd4mX0RERO6J2tpafH1927sNuc915P8jPXMpIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIu49neDYiIiEjnUlZWxsaNGykuLubKlSv4+voSGRlJcnIy3t7eDrUlJSXMmDGDXbt2ERAQ4HDs8uXLJCQkEBsbS3JyssOxsLCwr+zj8OHDDn9fuHCBp59+mnXr1jFq1CgaGhp44403eO+99zh//jwmk4mhQ4eSlJTE448/7jDXYrHw+uuv89e//pXa2lq8vb0ZMWIEM2bM4LHHHruNb+f+p3ApIiIibaayspKkpCQ8PDyIj4+nd+/enDhxgh07dlBUVEROTg4mk8lebzab6du3r1OwbGhoYM6cOdTU1LS4zuLFi1scP3ToEPv27eMf/uEfnI4ZhkHXrl0JDQ3FZrORnp5OYWEh0dHRJCQkUF9fT25uLsnJyWRlZdkDrNVqJSUlhYqKCmJiYggJCaGqqorc3FwOHTrExo0bGTBgwJ1+ZfcdhUsRERFpM6tWraKxsZFNmzbZA9ekSZMIDg4mIyODnTt3MnXqVHu9YRiEh4c7nKO8vJz58+dTXl7e6joTJkxwGrtw4QKrV6+mb9++LFy40Om42Wxm1KhReHl5sX//fgoLC5k2bRozZ86018TGxpKQkEBGRgbbt28HYOvWrZSXlzN37lwmTpxorx03bhzTp0/n1VdfJTMz82t+Q/c/PXMpIiIibaKxsZFjx44RGhrqdCXvqaeeAqC4uNg+VltbS1lZGREREfaxN998k8TERGpra3n22Wdva/0VK1Zw6dIl/umf/olu3bo59VZUVGRf6+Yt88mTJzvU+fv7M3z4cCoqKrBYLAAUFhbi5eVFbGysQ21wcDD9+/d3+Eydga5cioiIdCCmJTO/uqidXF/4r3c138PDg23btmGz2ZyO1dXV2WtuMgwDk8nEsGHD7GOnTp0iJiaGGTNmUFlZydtvv/211j58+DAHDx5kwoQJDB8+3Ol4SUkJ165dY/To0QDMmjWL+Ph4/Pz8Wu3V3f3GNbqlS5dSV1fn0DuAzWajvr7eXtdZKFyKiIh0IB7lJ9u7hXvG3d3d6dnJm7Zs2QLAiBEj7GNms5mRI0fSpUsX+9jixYvtf1dWVn7ttf/1X/8VT09PUlJSWjxuGAaBgYH4+/sD4OPjg4+Pj1Pd8ePHKS0tJSgoiO7duwPQq1cvevXq5VS7f/9+Ll68yNixY792nw+CzhWlRUREpMPZu3cve/bswd/fn7i4OACampo4cuSI0/OWXwyaX9fx48c5efIkEyZMoHfv3i3WmM1mp7W+rKamxv6s5pffTv+y8vJyVq5ciYeHB0lJSbfd8/1M4VJERETaTV5eHkuXLsVkMrF8+XK6du0KwLFjx7h69epXBr6v49///d8BSExMbPH4uXPnqKysvOVaVVVVpKSkcP78eRITE4mMjGy19tSpU8ycOZPLly+TlpbGoEGD7u4D3GcULkVERKRd5OTksGTJEkwmE2vWrCEkJMR+zGw2069fP/r06XNXazQ2NmIYBoMGDaJfv34t1pjNZry9vRk6dGiLx0+ePElSUhJnz55lypQppKamtrqeYRg899xzWCwW0tLSiI+Pv6v+70d65lJERKQDaR4Q8tVF97mmpiaWLVtGXl4efn5+ZGZmEhQU5FBjGIbDW+J3qqioiKtXrzJ+/PhWa8xmM2FhYXh6OseiAwcOsGDBAqxWK6mpqa1e/QTIzc1l1apVuLu7s2TJEp588sm77v9+pHApIiLSgdztG9kdXXNzM/Pnzyc/P5/AwECysrKc3siurq6moqKC9PT0u16vpKQEgO9973stHrdarRw9erTFtfLz85k3bx4eHh4sW7aM6OjoVtfZunUrmZmZdO/enRUrVrT4RnpnoXApIiIibSY7O5v8/HwGDx7MK6+84vRzj3DjqmW3bt0IDQ296/U++OADTCZTq7fEi4uLsVqt9i2Ibjpz5gyLFi3C09OTrKwsh7fYv6ygoICsrCx69OjBa6+91ql+jaclCpciIiLSJqqrq9m8eTNubm5ERUVx8OBBp5qePXvafymnpdvUt6uyshJ/f/9W95o0DIOBAwc6bSW0du1arFYrERER1NTUsG/fPqe5UVFRmEwmVq9ejc1mY8yYMZw+fZrTp0871bb0i0EPKoVLERERaRNHjx6lubkZgHXr1rVYM2TIEMrKypg9e7ZL1qyvr3d6nvOLCgoKGDdunMNYU1OT/Vd1DMPAMIwW5+7evZtLly7Z99vMy8sjLy+vxdrOFC7dLBaL8zb5IiIick/U1tbi6+vb3m3Ifa4j/x9pKyIRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxEREWlTZWVlvPTSS4wfP57w8HDi4uJYvXo1V65ccaotKSkhLCyMc+fOOR27fPkyMTExbNiwocV1Ll68yNKlS5kwYQLh4eH8+Mc/5rXXXuOzzz5rsf7ChQuEhYVx5MgRABoaGli/fj2TJ08mPDyc6OhoZs+eTWlpqdNci8XCypUriYuLIzw8nPHjxzN37lw++uij2/hmHgye7d2AiIiIdB6VlZUkJSXh4eFBfHw8vXv35sSJE+zYsYOioiJycnIwmUz2erPZTN++fQkICHA4T0NDA3PmzKGmpqbFda5cucIvf/lLLly4QGxsLAMHDqSoqIhNmzbxwQcfsGbNGqc5hmHQtWtXQkNDsdlspKenU1hYSHR0NAkJCdTX15Obm0tycjJZWVmEhYUBYLVaSUlJoaKigpiYGEJCQqiqqiI3N5dDhw6xceNGBgwY4MJvsWNTuBQREZE2s2rVKhobG9m0aZM9cE2aNIng4GAyMjLYuXMnU6dOtdcbhkF4eLjDOcrLy5k/fz7l5eWtrrNnzx6qqqr49a9/zc9//nMAJk+ezNKlS/nTn/5EQUEBo0ePdphjNpsZNWoUXl5e7N+/n8LCQqZNm8bMmTPtNbGxsSQkJJCRkcH27dsB2Lp1K+Xl5cydO5eJEyfaa8eNG8f06dN59dVXyczMvMNv7P6j2+IiIiLSJhobGzl27BihoaFOV/KeeuopAIqLi+1jtbW1lJWVERERYR978803SUxMpLa2lmeffbbVtT7++GMAvv/97zuMR0VFAXD69Gmn3oqKiuxrHT58GLgRSL/I39+f4cOHU1FRgcViAaCwsBAvLy9iY2MdaoODg+nfv7/DZ+oMdOVSRESkA7le9EJ7t9Aq08isu5rv4eHBtm3bsNlsTsfq6ursNTcZhoHJZGLYsGH2sVOnThETE8OMGTOorKzk7bffbnGtRx99FID//u//dgiylZWVAPj6+jrUl5SUcO3aNfvVzFmzZhEfH4+fn1+rvbq737hGt3TpUurq6hx6B7DZbNTX19vrOguFSxERkQ7k808/bO8W7hl3d3enZydv2rJlCwAjRoywj5nNZkaOHEmXLl3sY4sXL7b/fTMotuTHP/4x+fn5ZGVl8dBDDxEUFMTx48fJyclhwIAB/O///b8d6g3DIDAwEH9/fwB8fHzw8fFxOu/x48cpLS0lKCiI7t27A9CrVy969erlVLt//34uXrzI2LFjW+3zQaRwKSIiIu1q79697NmzB39/f+Li4gBoamriyJEj/OY3v3Go/WLQvJWuXbuSkpLCggULmDNnjn28b9++vPLKKzz88MMO9WazmcjIyFues6amhoULFwKQnJx8y9ry8nJWrlyJh4cHSUlJX6vnB0Xnuk4rIiIiHUpeXh5Lly7FZDKxfPlyunbtCsCxY8e4evWq08s8X9ef//xnfv3rX2Oz2Xj++edZuXIlv/zlL6mtrSU5OZkLFy7Ya8+dO0dlZeUt16qqqiIlJYXz58+TmJh4yyB66tQpZs6cyeXLl0lLS2PQoEF39BnuV7pyKSIiIu0iJyeH7OxsvL29Wb16NSEhIfZjZrOZfv360adPnzs696uvvspDDz3Exo0b7bfiIyMjGTlyJCkpKWRmZvKHP/zBvpa3tzdDhw5t8VwnT54kLS2NTz75hClTppCamtrquoZhMH/+fK5du0ZaWhrx8fF31P/9TOFSRESkA3HvHtzeLdxzTU1NLFu2jLy8PPz8/MjMzCQoKMihxjAMh7fEb4fFYqGmpoaIiAinZzyHDx/Oo48+at8oHW6Ey7CwMDw9nWPRgQMHWLBgAVarldTUVBITE1tdNzc3l1WrVuHu7s6SJUt48skn76j/+53CpYiISAdyt29kd3TNzc3Mnz+f/Px8AgMDycrKcnoju7q6moqKCtLT0+9oDU9PT9zc3Pj8889b7eHmG+tWq5WjR4+2uFZ+fj7z5s3Dw8ODZcuWER0d3eqaW7duJTMzk+7du7NixQqGDx9+R70/CPTMpYiIiLSZ7Oxs8vPzGTx4MBs2bGhxqx/DMOjWrRuhoaF3tIa3tzf/63/9L44cOcKZM2ccjhUUFHD27FmeeOIJ4Ma+mlar1WlD9TNnzrBo0SI8PT1Zs2bNLYNlQUEBWVlZ9OjRg+zs7E4dLEFXLkVERKSNVFdXs3nzZtzc3IiKiuLgwYNONT179rT/Uk5Lt6m/rhdffJHk5GSSk5OZPHkyjzzyCGfOnGH37t1861vfsj83aRgGAwcOdNpKaO3atVitViIiIqipqWHfvn1Oa0RFRWEymVi9ejU2m40xY8Zw+vRppw3aASZMmHDHn+V+o3ApIiIibeLo0aM0NzcDsG7duhZrhgwZQllZGbNnz76rtQIDA/m3f/s3Xn/9dfLy8rh06RLf+ta3+NGPfsSvfvUr+ybqBQUFjBs3zmFuU1OT/Vd1DMPAMIwW19i9ezeXLl2y77eZl5dHXl5ei7WdKVy6WSwW523yRURE5J6ora11+nUYkdvVkf+P9MyliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIi0qbKyMl566SXGjx9PeHg4cXFxrF69mitXrjjVlpSUEBYWxrlz55yOXb58mZiYGDZs2NDiOtXV1SxatIjx48cTGRnJtGnT2LdvX6t9XbhwgbCwMI4cOQJAQ0MD69evZ/LkyYSHhxMdHc3s2bMpLS11mmuxWFi5ciVxcXGEh4czfvx45s6dy0cfffQ1v5UHh2d7NyAiIiKdR2VlJUlJSXh4eBAfH0/v3r05ceIEO3bsoKioiJycHEwmk73ebDbTt29fAgICHM7T0NDAnDlzqKmpaXGd8+fPM336dOrr6/nRj35ESEgIxcXFLFq0iA8//JDZs2c7zTEMg65duxIaGorNZiM9PZ3CwkKio6NJSEigvr6e3NxckpOTycrKIiwsDACr1UpKSgoVFRXExMQQEhJCVVUVubm5HDp0iI0bNzJgwAAXfosdm8KliIiItJlVq1bR2NjIpk2b7IFr0qRJBAcHk5GRwc6dO5k6daq93jAMwsPDHc5RXl7O/PnzKS8vb3WdNWvWUFdXx0svvcSkSZMA7GF2y5YtREZGMnz4cIc5ZrOZUaNG4eXlxf79+yksLGTatGnMnDnTXhMbG0tCQgIZGRls374dgK1bt1JeXs7cuXOZOHGivXbcuHFMnz6dV199lczMzDv8xu4/ui0uIiIibaKxsZFjx44RGhrqdCXvqaeeAqC4uNg+VltbS1lZGREREfaxN998k8TERGpra3n22WdbXccwDL7zne84hD2A6dOnA7Br1y6nOUVFRfa1Dh8+DMDkyZMd6vz9/Rk+fDgVFRVYLBYACgsL8fLyIjY21qE2ODiY/v37O3ymzkBXLkVERDqQDe8sae8WWpX8o4V3Nd/Dw4Nt27Zhs9mcjtXV1dlrbjIMA5PJxLBhw+xjp06dIiYmhhkzZlBZWcnbb7/tdC6LxYLVaiUwMBA3NzeHY9/4xjf45je/ycmTJx3GS0pKuHbtGqNHjwZg1qxZxMfH4+fn12qv7u43rtEtXbqUuro6h94BbDYb9fX19rrOQuFSRESkAzlb2/qt3vudu7u707OTN23ZsgWAESNG2MfMZjMjR46kS5cu9rHFixfb/66srGzxXDef2bx69arTsebmZi5fvkxDQ4PDuGEYBAYG4u/vD4CPjw8+Pj5O848fP05paSlBQUF0794dgF69etGrVy+n2v3793Px4kXGjh3bYp8Pqs4VpUVERKTD2bt3L3v27MHf35+4uDgAmpqaOHLkiNPzll8Mmq3x9vZmwIABHD9+nPPnzzsc+8tf/kJTUxNWq9Vh3Gw2O631ZTU1NSxceOPqbXJy8i1ry8vLWblyJR4eHiQlJX1lzw8ShUsRERFpN3l5eSxduhSTycTy5cvp2rUrAMeOHePq1atfGfhak5ycjNVq5fnnn6egoICqqir27t3L73//e7p3746n5//cvD137hyVlZW3XKuqqoqUlBTOnz9PYmIikZGRrdaeOnWKmTNncvnyZdLS0hg0aNAdfYb7lW6Li4iISLvIyckhOzsbb29vVq9eTUhIiP2Y2WymX79+9OnT547O/Q//8A8sWLCArKwsnn/+eQB69OjB888/z7vvvuvwprnZbMbb25uhQ4e2eK6TJ0+SlpbGJ598wpQpU0hNTW11XcMwmD9/PteuXSMtLY34+Pg76v9+pnApIiLSgXzH98HfD7GpqYlly5aRl5eHn58fmZmZBAUFOdQYhuHwlvidePrppxk/fjxnzpzB3d2dwMBAunTpwuuvv84jjzxirzObzYSFhTlczbzpwIEDLFiwAKvVSmpqKomJia2ul5uby6pVq3B3d2fJkiU8+eSTd9X//UrhUkREpAO52zeyO7rm5mbmz59Pfn4+gYGBZGVlOb2RXV1dTUVFBenp6Xe8jmEYfPrpp0yYMIHHH3/cPv7f//3fVFdX86Mf/Qi4sQH60aNHW1wrPz+fefPm4eHhwbJly4iOjm51va1bt5KZmUn37t1ZsWKF0x6anYnCpYiIiLSZ7Oxs8vPzGTx4MK+88gre3t5ONYZh0K1bN0JDQ+94nf/3//4ff/7znxk8eDB9+/YFbuxluXbtWh566CH7/pXFxcVYrVb7FkQ3nTlzhkWLFuHp6UlWVpbDW+xfVlBQQFZWFj169OC1117rVL/G0xKFSxEREWkT1dXVbN68GTc3N6Kiojh48KBTTc+ePe2/lNPSbeqva+rUqfznf/4ns2bN4ic/+QkPP/ww+/bto7S0lHnz5tm3DjIMg4EDBzptJbR27VqsVisRERHU1NS0+JvkUVFRmEwmVq9ejc1mY8yYMZw+fZrTp0871U6YMOGOP8v9RuFSRERE2sTRo0dpbm4GYN26dS3WDBkyhLKyshZ/+/t2DBgwgPXr15Odnc1bb73F559/zsCBA1m7di1PPPGEva6goIBx48Y5zG1qarL/qo5hGBiG0eIau3fv5tKlS/b9NvPy8sjLy2uxtjOFSzeLxeK8Tb6IiIjcE7W1tfj6+rZ3G3Kf68j/R9rnUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcxrO9GxAREZHOpaysjI0bN1JcXMyVK1fw9fUlMjKS5ORkvL29HWpLSkqYMWMGu3btIiAgAIvFwuuvv85f//pXamtr8fb2ZsSIEcyYMYPHHnvMYW5DQwNvvfUW+/fvp7a2Fn9/f3784x+TkJCAh4eHU18XLlzg6aefZt26dYwaNYqGhgbeeOMN3nvvPc6fP4/JZGLo0KEkJSXx+OOPO8y9nb4edAqXIiIi0mYqKytJSkrCw8OD+Ph4evfuzYkTJ9ixYwdFRUXk5ORgMpns9Wazmb59+xIQEIDVaiUlJYWKigpiYmIICQmhqqqK3NxcDh06xMaNGxkwYAAAn3/+OS+99BIFBQU8/fTTDB48mMLCQtauXcvHH3/MP/3TPzn1ZhgGXbt2JTQ0FJvNRnp6OoWFhURHR5OQkEB9fT25ubkkJyeTlZVFWFgYwG311RkoXIqIiEibWbVqFY2NjWzatMkeuCZNmkRwcDAZGRns3LmTqVOn2usNwyA8PByArVu3Ul5ezty5c5k4caK9Zty4cUyfPp1XX32VzMxMAP7jP/4Ds9nMr3/9a37+858DMHHiRH7/+9+za9cuYmNjna4+ms1mRo0ahZeXF/v376ewsJBp06Yxc+ZMe01sbCwJCQlkZGSwffv22+6rM9AzlyIiItImGhsbOXbsGKGhoU5X8p566ikAiouL7WO1tbWUlZUREREBQGFhIV5eXsTGxjrMDQ4Opn///g5z33nnHby8vPjpT3/qUPuP//iPAOTl5Tn1VlRUZF/r8OHDAEyePNmhzt/fn+HDh1NRUYHFYrntvjoDXbkUERHpQPbs2dPeLbQqLi7uruZ7eHiwbds2bDab07G6ujp7zU2GYWAymRg2bBgAS5cupa6uzul5SZvNRn19Pe7u/3PNrLS0lAEDBjjcYgcICAjgm9/8Ju+//77DeElJCdeuXWP06NEAzJo1i/j4ePz8/Frt9eZ6t9NXZ6BwKSIi0oHU1NS0dwv3jLu7OwEBAS0e27JlCwAjRoywj5nNZkaOHEmXLl0A6NWrF7169XKau3//fi5evMjYsWOBGy/yfPrpp/ZQ+mV+fn5UVVU5jBmGQWBgIP7+/gD4+Pjg4+PjNPf48eOUlpYSFBRE9+7db6uvzqJzRWkRERHpcPbu3cuePXvw9/e3Xx1tamriyJEj9uctW1NeXs7KlSvx8PAgKSkJgCtXrgDQtWvXFuc8/PDDXL9+3WHMbDZ/5Vo1NTUsXLgQgOTk5Nvuq7NQuBQREZF2k5eXx9KlSzGZTCxfvtweCI8dO8bVq1dvGfhOnTrFzJkzuXz5MmlpaQwaNAjAftu9pdvvN8e/eAv73LlzVFZW3nKtqqoqUlJSOH/+PImJiURGRt52X52FwqWIiIi0i5ycHJYsWYLJZGLNmjWEhITYj5nNZvr160efPn1anGsYBs899xwWi4W0tDTi4+Ptx24G1IaGhhbnNjQ00K1bN4e1vL29GTp0aIv1J0+eJCkpibNnzzJlyhRSU1Nb/Uy36quz0DOXIiIiHUhLL5A8aJqamli2bBl5eXn4+fmRmZlJUFCQQ41hGPY3t78sNzeXVatW4e7uzpIlS3jyyScdjnfr1g0fH59Wn1+tqalxCK1ms5mwsDA8PZ1j0YEDB1iwYAFWq5XU1FQSExNb/Vxf1VdnoXApIiLSgdztG9kdXXNzM/Pnzyc/P5/AwECysrKcAnV1dTUVFRWkp6c7zd+6dSuZmZl0796dFStWMHz48BbXGTx4MEVFRTQ0NPDwww/bx8+dO4fFYrEHP6vVytGjR1tcKz8/n3nz5uHh4cGyZcuIjo5u9XN93b46A90WFxERkTaTnZ1Nfn4+gwcPZsOGDS1eqTUMg27duhEaGuowXlBQQFZWFj169CA7O/uWAe6HP/whVqvVvtH5Tf/2b/8GQExMDHBjX02r1WrfguimM2fOsGjRIjw9PVmzZs0tg+Xt9NUZ6MqliIiItInq6mo2b96Mm5sbUVFRHDx40KmmZ8+e9l/K+fJt6tWrV2Oz2RgzZgynT5/m9OnTTvMnTJgAwPjx49mzZw//+q//SlVVFSEhIRw6dIj/+I//4Cc/+Qnf/e53gRtBduDAgU5bCa1duxar1UpERAQ1NTXs27fPaa2oqChMJtNt9dUZuFkslpZfpRIRERGXq62txdfXt73baBfvvPMOixcvvmXNkCFDKCsrY/bs2fz4xz+2j1dXVzv9Ak5Lbv6yDsD169d5/fXXeffdd7FYLHz7299m4sSJ/OxnP7NvbD558mTGjRtHSkqKfV5TUxORkZE0Njbecq3du3fj7u5+2325Qkf+P1K4FBERaUMdORTI/aMj/x/pmUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERFpU2VlZbz00kuMHz+e8PBw4uLiWL16NVeuXHGqLSkpISwsjHPnzgFgsVhYuXIlcXFxhIeHM378eObOnctHH310yzWrqqqIjIwkLy+v1ZoLFy4QFhbGkSNHAGhoaGD9+vVMnjyZ8PBwoqOjmT17NqWlpU5z77SvB5FnezcgIiIinUdlZSVJSUl4eHgQHx9P7969OXHiBDt27KCoqIicnBxMJpO93mw207dvXwICArBaraSkpFBRUUFMTAwhISFUVVWRm5vLoUOH2LhxIwMGDHBas66ujtmzZ3P9+vVb9mYYBl27diU0NBSbzUZ6ejqFhYVER0eTkJBAfX09ubm5JCcnk5WVRVhYGMAd9/WgUrgUERGRNrNq1SoaGxvZtGmTPXBNmjSJ4OBgMjIy2LlzJ1OnTrXXG4ZBeHg4AFu3bqW8vJy5c+cyceJEe824ceOYPn06r776KpmZmQ7rlZSUsHDhQi5cuPCVvZnNZkaNGoWXlxf79++nsLCQadOmMXPmTHtNbGwsCQkJZGRksH379jvu60Gm2+IiIiLSJhobGzl27BihoaFOV/KeeuopAIqLi+1jtbW1lJWVERERAUBhYSFeXl7ExsY6zA0ODqZ///4OcwFWrFjBjBkzsNlsDqGvtd6Kiorsax0+fBiAyZMnO9T5+/szfPhwKioqsFgsd9TXg05XLkVERDqQ7T/+P+3dQqt+tnvKXc338PBg27Zt2Gw2p2N1dXX2mpsMw8BkMjFs2DAAli5dSl1dnUMNgM1mo76+Hnd3x2tmZ86cITExkV/84hf85S9/YdeuXa32VlJSwrVr1xg9ejQAs2bNIj4+Hj8/v1Z7vbne7fb1oFO4FBER6UCqS863dwv3jLu7OwEBAS0e27JlCwAjRoywj5nNZkaOHEmXLl0A6NWrF7169XKau3//fi5evMjYsWMdxtetW2ef+1UMwyAwMBB/f38AfHx88PHxcao7fvw4paWlBAUF0b179zvq60HXuaK0iIiIdDh79+5lz549+Pv7ExcXB0BTUxNHjhyxP2/ZmvLyclauXImHhwdJSUkOx75usIQbQfar1qqpqWHhwoUAJCcn33FfDzqFSxEREWk3eXl5LF26FJPJxPLly+natSsAx44d4+rVq7cMfKdOnWLmzJlcvnyZtLQ0Bg0adEc9nDt3jsrKyluuVVVVRUpKCufPnycxMZHIyMh73tf9SuFSRERE2kVOTg5LlizBZDKxZs0aQkJC7MfMZjP9+vWjT58+Lc41DIPnnnsOi8VCWloa8fHxd9yH2WzG29uboUOHtnj85MmTJCUlcfbsWaZMmUJqamqr53JlX/crPXMpIiLSgfQe1nKYepA0NTWxbNky8vLy8PPzIzMzk6CgIIcawzDsb25/WW5uLqtWrcLd3Z0lS5bw5JNP3lU/ZrOZsLAwPD2dY9GBAwdYsGABVquV1NRUEhMTWz2Pq/u6XylcioiIdCB3+0Z2R9fc3Mz8+fPJz88nMDCQrKwspzeyq6urqaioID093Wn+1q1byczMpHv37qxYsYLhw4ffVT9Wq5WjR4+2uFZ+fj7z5s3Dw8ODZcuWER0d3ep5XN3X/UzhUkRERNpMdnY2+fn5DB48mFdeeQVvb2+nGsMw6NatG6GhoQ7jBQUFZGVl0aNHD1577TWX/OpNcXExVqvVvgXRTWfOnGHRokV4enqSlZXl8Bb7l92Lvu5nCpciIiLSJqqrq9m8eTNubm5ERUVx8OBBp5qePXvafynny7epV69ejc1mY8yYMZw+fZrTp087zZ8wYcJt9WQYBgMHDnTaSmjt2rVYrVYiIiKoqalh3759TnOjoqIwmUz3pK/7mcKliIiItImjR4/S3NwM3NiDsiVDhgyhrKyM2bNnO4xXV1dTWVkJ3HjDPC8vr8X5txviCgoKGDdunMNYU1OT/Vd1DMPAMIwW5+7evZtLly7dk77uZ24Wi8V5m3wRERG5J2pra/H19W3vNuQ+15H/j7QVkYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jGd7NyAiIiKdS1lZGRs3bqS4uJgrV67g6+tLZGQkycnJeHt7O9SWlJQwY8YMdu3aRUBAABaLhddff52//vWv1NbW4u3tzYgRI5gxYwaPPfaYw9zz58+zYcMGCgsLqa+v55vf/CajR4/mueeew9fX16mvCxcu8PTTT7Nu3TpGjRpFQ0MDb7zxBu+99x7nz5/HZDIxdOhQkpKSePzxxx3m3k5fDzqFSxEREWkzlZWVJCUl4eHhQXx8PL179+bEiRPs2LGDoqIicnJyMJlM9nqz2Uzfvn0JCAjAarWSkpJCRUUFMTExhISEUFVVRW5uLocOHWLjxo0MGDAAgPr6epKSkrh8+TITJ07kscceo7y8nN27d1NYWMibb75Jr169HHozDIOuXbsSGhqKzWYjPT2dwsJCoqOjSUhIoL6+ntzcXJKTk8nKyiIsLAzgtvrqDBQuRUREpM2sWrWKxsZGNm3aZA9ckyZNIjg4mIyMDHbu3MnUqVPt9YZhEB4eDsDWrVspLy9n7ty5TJw40V4zbtw4pk+fzquvvkpmZiYAr732GhcvXmTNmjWMHj3aXvvEE08wZ84cNm3axIsvvujQm9lsZtSoUXh5ebF//34KCwuZNm0aM2fOtNfExsaSkJBARkYG27dvv+2+OgM9cykiIiJtorGxkWPHjhEaGup0Je+pp54CoLi42D5WW1tLWVkZERERABQWFuLl5UVsbKzD3ODgYPr37+8wt7CwkICAAIdgCTB27Fi8vb0dam/2VlRUZF/r8OHDAEyePNmhzt/fn+HDh1NRUYHFYrntvjoDXbkUERHpQH6QV9PeLbTq/8X43dV8Dw8Ptm3bhs1mczpWV1dnr7nJMAxMJhPDhg0DYOnSpdTV1TnUANhsNurr63F3/59rZtnZ2Vy7ds1pnevXr3P9+nWHWrjxbOe1a9fsYXTWrFnEx8fj5+f8mW/2evMct9NXZ6BwKSIi0oEcqW1s7xbuGXd3dwICAlo8tmXLFgBGjBhhHzObzYwcOZIuXboA0KtXL6fnJAH279/PxYsXGTt2rH3M39+/xXW2bt1Kc3MzI0eOdBg3DIPAwED7PB8fH3x8fJzmHz9+nNLSUoKCgujevftt99UZdK4oLSIiIh3O3r172bNnD/7+/sTFxQHQ1NTEkSNH7M9btqa8vJyVK1fi4eFBUlLSLWuPHDlCTk4O3bp1Y8qUKQ7HzGbzV65VU1PDwoULAUhOTnZZXw8ahUsRERFpN3l5eSxduhSTycTy5cvp2rUrAMeOHePq1au3DHynTp1i5syZXL58mbS0NAYNGtRq7aFDh0hLS+Pzzz9n8eLFDlc2z507R2Vl5S3XqqqqIiUlhfPnz5OYmEhkZKRL+noQKVyKiIhIu8jJyWHJkiWYTCbWrFlDSEiI/ZjZbKZfv3706dOnxbmGYfDcc89hsVhIS0sjPj6+1XX++Mc/8tvf/pbm5mb+5V/+xek2tdlsxtvbm6FDh7Y4/+TJkyQlJXH27FmmTJlCampqq2vdTl8PKj1zKSIi0oGM8vVq7xbuuaamJpYtW0ZeXh5+fn5kZmYSFBTkUGMYhv3N7S/Lzc1l1apVuLu7s2TJEp588slW11q/fj1vvPEG3t7eLF++nFGjRjnVmM1mwsLC8PR0jkUHDhxgwYIFWK1WUlNTSUxMbHWt2+nrQaZwKSIi0oHc7RvZHV1zczPz588nPz+fwMBAsrKynN7Irq6upqKigvT0dKf5W7duJTMzk+7du7NixQqGDx/e6lqrV69m27Zt9O7dm8zMzBY3MrdarRw9erTFtfLz85k3bx4eHh4sW7aM6OjoVte6nb4edAqXIiIi0mays7PJz89n8ODBvPLKK04/9wg3rlp269aN0NBQh/GCggKysrLo0aMHr7322i1/9WbXrl1s27aNRx55hNdee63FLYXgxr6aVqvVaT/MM2fOsGjRIjw9PcnKynJ4i/3LbqevzkDhUkRERNpEdXU1mzdvxs3NjaioKA4ePOhU07NnT/sv5Xz5NvXq1aux2WyMGTOG06dPc/r0aaf5EyZM4Pr166xbtw6AqKgojh496lRnMpmIiorCMAwGDhzotJXQ2rVrsVqtREREUFNTw759+5zOERUVhclk+tp9dRYKlyIiItImjh49SnNzM4A9/H3ZkCFDKCsrY/bs2Q7j1dXVVFZWAjfeMM/Ly2tx/oQJE/jggw/49NNPgf/ZP/PL+vTpQ1RUFAUFBYwbN87hWFNTk/1XdQzDwDCMFs+xe/duLl269LX76izcLBaL8zb5IiIick/U1tbi6+vb3m3Ifa4j/x9pKyIRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRnP9m5AREREOpeysjI2btxIcXExV65cwdfXl8jISJKTk/H29naoLSkpYcaMGezatYuAgAAsFguvv/46f/3rX6mtrcXb25sRI0YwY8YMHnvsMYe5dXV1bNiwgYKCAurq6vjOd77D5MmTmTRpEm5ubk59Xbhwgaeffpp169YxatQoGhoaeOONN3jvvfc4f/48JpOJoUOHkpSUxOOPP+4w93b6etApXIqIiEibqaysJCkpCQ8PD+Lj4+nduzcnTpxgx44dFBUVkZOTg8lkstebzWb69u1LQEAAVquVlJQUKioqiImJISQkhKqqKnJzczl06BAbN25kwIABAFy5coUZM2ZQXV1NfHw8jzzyCAUFBSxfvpzy8nJefPFFp94Mw6Br166EhoZis9lIT0+nsLCQ6OhoEhISqK+vJzc3l+TkZLKysggLCwO4rb46A4VLERERaTOrVq2isbGRTZs22QPXpEmTCA4OJiMjg507dzJ16lR7vWEYhIeHA7B161bKy8uZO3cuEydOtNeMGzeO6dOn8+qrr5KZ7uuicwABAABJREFUmQnA22+/TWVlJS+//DI/+MEPAJg8eTJpaWnk5ubyzDPP0LdvX4fezGYzo0aNwsvLi/3791NYWMi0adOYOXOmvSY2NpaEhAQyMjLYvn37bffVGeiZSxEREWkTjY2NHDt2jNDQUKcreU899RQAxcXF9rHa2lrKysqIiIgAoLCwEC8vL2JjYx3mBgcH079/f4e5n332GSEhIURHRzvUPvHEE9hsNk6dOuXUW1FRkX2tw4cPAzcC6Rf5+/szfPhwKioqsFgst91XZ6ArlyIiIh2IacnMry5qJ9cX/utdzffw8GDbtm3YbDanY3V1dfaamwzDwGQyMWzYMACWLl1KXV2dQw2AzWajvr4ed/f/uWb2m9/8psUebobKb3/72w7jJSUlXLt2jdGjRwMwa9Ys4uPj8fPza7XXm+vdTl+dgcKliIhIB+JRfrK9W7hn3N3dCQgIaPHYli1bABgxYoR9zGw2M3LkSLp06QJAr1696NWrl9Pc/fv3c/HiRcaOHdviua9fv865c+fYu3cvf/rTn4iMjGTw4MEONYZhEBgYiL+/PwA+Pj74+Pg4nev48eOUlpYSFBRE9+7d76qvB5XCpYiIiLSrvXv3smfPHvz9/YmLiwOgqamJI0eOtHoF8qby8nJWrlyJh4cHSUlJLda89tprbN26FYDvfOc7vPDCC041ZrOZyMjIW65VU1PDwoULAUhOTr7rvh5Unes6rYiIiHQoeXl5LF26FJPJxPLly+natSsAx44d4+rVq/aXeVpy6tQpZs6cyeXLl0lLS2PQoEEt1n3/+99n1apV/PrXv+bSpUskJiZy8uT/XCE+d+4clZWVt1yrqqqKlJQUzp8/T2Ji4i2D6Nft60GlcCkiIiLtIicnhyVLlmAymVizZg0hISH2Y2azmX79+tGnT58W5xqGwXPPPYfFYiEtLY34+PhW1xk1ahRjx47l5z//OevWraOhoYFXXnnFYS1vb2+GDh3a4vyTJ0+SlJTE2bNnmTJlCqmpqa2udTt9Pah0W1xERKQDaR4Q8tVF97mmpiaWLVtGXl4efn5+ZGZmEhQU5FBjGIb9ze0vy83NZdWqVbi7u7NkyRKefPLJr732d7/7Xfr168cHH3xgHzObzYSFheHp6RyLDhw4wIIFC7BaraSmppKYmNjque+mrweJwqWIiEgHcrdvZHd0zc3NzJ8/n/z8fAIDA8nKynJ6I7u6upqKigrS09Od5m/dupXMzEy6d+/OihUrGD58uFONzWZj6tSpdOnShU2bNjkdv3r1Kg899BBwYwP0o0ePtrhWfn4+8+bNw8PDg2XLljlta3S7fXUWui0uIiIibSY7O5v8/HwGDx7Mhg0bWtzqxzAMunXrRmhoqMN4QUEBWVlZ9OjRg+zs7FYDnJubG76+vpSWlnLo0CGHY3/+8585f/48UVFRwI19Na1Wq30LopvOnDnDokWL8PT0ZM2aNbcMll+3r85CVy5FRESkTVRXV7N582bc3NyIiori4MGDTjU9e/a0/1LOl29Tr169GpvNxpgxYzh9+jSnT592mj9hwgQAXnjhBU6cOMHvfvc7Jk+ezCOPPML777/PO++8w6OPPkpKSgpwI8gOHDjQaSuhtWvXYrVaiYiIoKamhn379jmtFRUVhclkuq2+OgM3i8XivJOpiIiI3BO1tbX4+vq2dxvt4p133mHx4sW3rBkyZAhlZWXMnj2bH//4x/bx6upqp1/AacnNX9aBG2+Bv/baaxQWFnL58mX8/f353//7f/OLX/wCb29v4MYv8IwbN84eNuHGM6GRkZE0Njbecq3du3fj7u5+2325Qkf+P1K4FBERaUMdORTI/aMj/x/pmUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZz/ZuQERERDqXsrIyNm7cSHFxMVeuXMHX15fIyEiSk5Px9vZ2qC0pKWHGjBns2rWLgIAALBYLr7/+On/961+pra3F29ubESNGMGPGDB577LFbrjt//nzeffdddu/ezbe//W2n4xcuXODpp59m3bp1jBo1ioaGBt544w3ee+89zp8/j8lkYujQoSQlJfH44487zL2bvh40CpciIiLSZiorK0lKSsLDw4P4+Hh69+7NiRMn2LFjB0VFReTk5GAymez1ZrOZvn37EhAQgNVqJSUlhYqKCmJiYggJCaGqqorc3FwOHTrExo0bGTBgQIvr7t27l3ffffeWvRmGQdeuXQkNDcVms5Genk5hYSHR0dEkJCRQX19Pbm4uycnJZGVlERYWBnBXfT2IFC5FRESkzaxatYrGxkY2bdpkD1yTJk0iODiYjIwMdu7cydSpU+31hmEQHh4OwNatWykvL2fu3LlMnDjRXjNu3DimT5/Oq6++SmZmptOaVVVVrFy5ki5duvDZZ5+12pvZbGbUqFF4eXmxf/9+CgsLmTZtGjNnzrTXxMbGkpCQQEZGBtu3b7+rvh5UeuZSRERE2kRjYyPHjh0jNDTU6UreU089BUBxcbF9rLa2lrKyMiIiIgAoLCzEy8uL2NhYh7nBwcH079/fYe5Nzc3NLFq0iEceeYR/+Id/uGVvRUVF9rUOHz4MwOTJkx3q/P39GT58OBUVFVgsljvu60GmK5ciIiIdyPWiF9q7hVaZRmbd1XwPDw+2bduGzWZzOlZXV2evuckwDEwmE8OGDQNg6dKl1NXVOdQA2Gw26uvrcXd3vmb25ptv8uGHH/LWW2+xefPmVnsrKSnh2rVrjB49GoBZs2YRHx+Pn59fq73eXO9O+nqQKVyKiIh0IJ9/+mF7t3DPuLu7ExAQ0OKxLVu2ADBixAj7mNlsZuTIkXTp0gWAXr160atXL6e5+/fv5+LFi4wdO9ZhvLS0lI0bN/LCCy/Qv3//W/ZmGAaBgYH4+/sD4OPjg4+Pj1Pd8ePHKS0tJSgoiO7du99RXw+6zhWlRUREpMPZu3cve/bswd/fn7i4OACampo4cuSI/XnL1pSXl7Ny5Uo8PDxISkqyj1+7do1FixYxYsQIfvrTn35lD2az+SvXqqmpYeHChQAkJyffUV+dga5cioiISLvJy8vj5ZdfxmQysXz5crp27QrAsWPHuHr16i0D36lTp0hNTeXy5cu8+OKLDBo0yH4sIyODS5cusX79etzc3G7Zw7lz56isrLzlWlVVVcyaNYvz58+TmJhIZGTkHfXVGejKpYiIiLSLnJwclixZgslkYs2aNYSEhNiPmc1m+vXrR58+fVqcaxgGzz33HBaLhbS0NOLj4+3H/vM//5M//elPPPfcc3Tp0gWLxYLFYqGxsRGAy5cv21/GubmWt7c3Q4cObXGtkydPkpSUxNmzZ5kyZQqpqamtfqZb9dVZ6MqliIhIB+LePbi9W7jnmpqaWLZsGXl5efj5+fH/2bvbuCrLfO//H27UCDayESRjxjKVMcV7xBEG4X+BOZWSJLsgYUJxQBxdaUqNmlpU7tJMdGqbN4yzJ2cMr9xaY7lt2mzdzVqGoqib0RQYRORGKF0q1lqA8X/gy3W1WmBpK0D5vp/08jh+x3kc5xkPvq/jvFmrVq2if//+djVGo9H25va3bdu2jddeew1XV1eysrIYP368Xf///M//ALB8+XKWL1/uMP7ap46uvRFuMpkIDQ3F3d0xFu3du5fFixdjtVoxGAwkJSW1el7fta7OQuFSRESkA/mhb2R3dFeuXOG5554jLy+Pfv36kZ2d7fBGdk1NDWVlZWRmZjqM37JlC6tWrcLb25vly5czYsQIh5rk5GQefPBBh/a3336b/Px8srKy8PX1Ba5+AP3gwYMtzpWXl8eiRYtwc3Nj2bJlREdHt3pe32ddnYXCpYiIiLSZdevWkZeXx6BBg/jd737n8HOPcHXX0tPTk2HDhtm179u3j+zsbLp3785bb73V6q/e3HfffS2+Hb5r1y4AhgwZYvv5x0OHDmG1Wm2fILqmuLiYpUuX4u7uTnZ2tt1b7N/2fdfVWShcioiISJuoqanh7bffxsXFhaioKD755BOHGl9fX9sv5Xz7NvXrr79Oc3MzERERnDx5kpMnTzqMb2nH8nqMRiNBQUEOnxJas2YNVquV8PBwamtrbcH0m6KiovDw8PhR1nUrU7gUERGRNnHw4EGuXLkCwJtvvtlizeDBgykpKWHu3Ll27TU1NZSXlwNX3zDfuXNni+NvNMTt27ePmJgYu7ampibbr+oYjUaMRmOLY3fs2MGFCxd+lHXdylzMZrPjZ/JFRETkR1FXV4e/v397L0NucR3570ifIhIRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp3Fv7wWIiIhI51JSUsLGjRs5dOgQ9fX1+Pv7ExkZSVpaGl5eXna1hYWFpKens337dgIDAzGbzWzYsIG//e1v1NXV4eXlxciRI0lPT+fee++1G5uTk8O6detaXMP06dNJS0uzazt79iwTJ07kzTffZNSoUVgsFjZt2sTHH39MdXU1Hh4eDBkyhNTUVIKDg+3G3si6bncKlyIiItJmysvLSU1Nxc3Njfj4eO666y7+93//l61bt1JQUEBOTg4eHh62epPJRO/evQkMDMRqtZKRkUFZWRkTJkxg4MCBVFVVsW3bNj799FM2btxI3759bWNLSkrw8PDgt7/9rcM6+vXr59BmNBq58847GTZsGM3NzWRmZpKfn090dDSJiYmcP3+ebdu2kZaWRnZ2NqGhoQA3vK7bncKliIiItJnXXnuNxsZGfv/739sC16OPPsqAAQNYuXIl7777LsnJybZ6o9FIWFgYAFu2bKG0tJQFCxYQFxdnq4mJiWHq1Km88cYbrFq1ytZeXFzMfffdx4MPPvi91mYymRg1ahRdunRh9+7d5Ofnk5KSwsyZM201sbGxJCYmsnLlSnJzc29qXbc7PXMpIiIibaKxsZHDhw8zbNgwh528hx56CIBDhw7Z2urq6igpKSE8PByA/Px8unTpQmxsrN3YAQMGcN9999mNtVgsnDlzhvvuu+97r62goMA21/79+wGYPHmyXV1AQAAjRoygrKwMs9l8w+vqDLRzKSIi0oGs/yCrvZfQqrSHl/yg8W5ubrzzzjs0Nzc79J07d85Wc43RaMTDw4Phw4cD8OKLL3Lu3Dm7GoDm5mbOnz+Pq+v/2zMrLS3l66+/toVYq9WKm5sb7u4tR5/CwkK+/PJLxowZA8Ds2bOJj4+nZ8+era712nw3sq7OQOFSRESkA6moK23vJfxoXF1dCQwMbLFv8+bNAIwcOdLWZjKZCAkJoWvXrgD4+fnh5+fnMHb37t18/vnnjB071tZWXFwMwIkTJ3jssccoLy/H1dWVYcOGMWfOHH72s5/ZHcNoNNKvXz8CAgIA8PHxwcfHx2GuI0eOUFRURP/+/fH29r7hdXUGnStKi4iISIfz4Ycf8t577xEQEMAjjzwCQFNTEwcOHLA9b9ma0tJSVqxYgZubG6mpqbb2a+Hy8OHDTJ48mRUrVpCamspnn33Gr3/9a44dO2Z3HJPJ9J1z1dbWsmTJ1d3bb79p/n3X1Rlo51JERETazc6dO3n55Zfx8PDg1Vdf5c477wSuhsLLly9fN/CdOHECg8HApUuXeOaZZ7j//vttfT//+c/x9PTkiSeesO1Ajh07lrCwMFJTU3n99dfZuHEjAJWVlZSXl193rqqqKmbPnk11dTVJSUlERkbe1Lo6A4VLERERaRfXvkPp5eXF66+/zsCBA219JpOJPn360KtXrxbHGo1GnnvuOb788kvmzZtHfHy8XX9ERAQREREO4wYOHMjgwYM5cuQIly9fxtPTE5PJhJeXF0OGDGlxrmPHjjFv3jy++OILpkyZgsFgaPWcvmtdnYHCpYiISAfyU//b/3uITU1NLFu2jJ07d9KzZ09WrVpF//797WqMRqPtze1v27ZtG6+99hqurq5kZWUxfvz4G5rf19eX5uZmvvrqK1u4DA0NbfFln71797J48WKsVisGg4GkpKRWj/tD13W7ULgUERHpQH7oG9kd3ZUrV3juuefIy8ujX79+ZGdnO7yRXVNTQ1lZGZmZmQ7jt2zZwqpVq/D29mb58uWMGDHCoaa5uZmpU6cC8Ic//MGhv6ysDE9PT/75n/8Zq9XKwYMHW5wrLy+PRYsW4ebmxrJly4iOjm71vL7PujoLvdAjIiIibWbdunXk5eUxaNAg1q9f3+KnfoxGI56engwbNsyufd++fWRnZ9O9e3fWrVvXaoBzcXGhe/fuHDt2jL1799r1ffDBB5SVlfHggw/i5ubGoUOHsFqttk8QXVNcXMzSpUtxd3dn9erV1w2W33ddnYV2LkVERKRN1NTU8Pbbb+Pi4kJUVBSffPKJQ42vr6/tl3K+fZv69ddfp7m5mYiICE6ePMnJkycdxl/7NZ6nnnqKoqIinnvuOeLi4rj33nv5+9//zgcffMB9991HRkYGcDXIBgUFOXxKaM2aNVitVsLDw6mtrWXXrl0Oc0VFReHh4XFD6+oMXMxms+OXTEVERORHUVdXh7+/f3svo1188MEHvPDCC9etGTx4MCUlJcydO5dJkybZ2mtqahx+Aacl135ZB+DMmTOsW7eO/fv3c+nSJfz9/YmOjmbq1Kn80z/9E3D1F3hiYmJsYROuPhMaGRlJY2PjdefasWMHrq6uN7wuZ+jIf0cKlyIiIm2oI4cCuXV05L8jPXMpIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk7j3t4LEBERkc6lpKSEjRs3cujQIerr6/H39ycyMpK0tDS8vLzsagsLC0lPT2f79u0EBgZiNpvZsGEDf/vb36irq8PLy4uRI0eSnp7Ovffe6zDXf/7nf7J161ZKSkq48847GTJkCL/5zW+45557HGrPnj3LxIkTefPNNxk1ahQWi4VNmzbx8ccfU11djYeHB0OGDCE1NZXg4GC7sTe6rtuZi9lsbm7vRYiIiHQWdXV1+Pv7t/cy2k15eTm/+tWvcHNzIz4+nrvuuov//d//ZdeuXdx3333k5OTg4eFhq3/zzTf57//+b959912sVispKSmUlZUxYcIEBg4cSFVVFdu2bQNg48aN9O3b1zZ23bp15OTkMHz4cMaNG8fnn39Obm4ubm5u/PGPf+Tuu++2W9t//Md/sGbNGv7617/i7u6OwWAgPz+f6OhoRo4cyfnz59m2bRsXL14kOzub0NBQgBtelzN05L8j7VyKiIhIm3nttddobGzk97//vS1wPfroowwYMICVK1fy7rvvkpycbKs3Go2EhYUBsGXLFkpLS1mwYAFxcXG2mpiYGKZOncobb7zBqlWrAPjss8/YtGkTERERLF++HDc3NwBCQ0OZMWMG//7v/86CBQvs1mYymRg1ahRdunRh9+7d5Ofnk5KSwsyZM201sbGxJCYmsnLlSnJzc294XZ2BnrkUERGRNtHY2Mjhw4cZNmyYw07eQw89BMChQ4dsbXV1dZSUlBAeHg5Afn4+Xbp0ITY21m7sgAEDuO++++zGbt++na+//pp58+bZgiXAiBEjSEtLY9CgQQ5rKygosM21f/9+ACZPnmxXFxAQwIgRIygrK8NsNt/wujoD7VyKiIh0IO+99157L6FVjzzyyA8a7+bmxjvvvENzs+MTeefOnbPVXGM0GvHw8GD48OEAvPjii5w7d86uBqC5uZnz58/j6vr/9swKCgro27ev7dZ3Y2MjX3/9Nd26dWP69OkO8xcWFvLll18yZswYAGbPnk18fDw9e/Zsda3X5ruRdXUGCpciIiIdSG1tbXsv4Ufj6upKYGBgi32bN28GYOTIkbY2k8lESEgIXbt2BcDPzw8/Pz+Hsbt37+bzzz9n7NixwNUgWVlZSXh4OIcOHeKNN97g73//OwDBwcHMmTOHwYMH2x3DaDTSr18/AgICAPDx8cHHx8dhriNHjlBUVET//v3x9va+oXV1Fp0rSouIiEiH8+GHH/Lee+8REBBg2x1tamriwIEDtuctW1NaWsqKFStwc3MjNTUVgPr6er7++mtOnTqFwWDg/vvv55VXXmH27NmUl5eTkZFhC5vXmEym75yrtraWJUuWAJCWlnbD6+ostHMpIiIi7Wbnzp28/PLLeHh48Oqrr3LnnXcCcPjwYS5fvnzdwHfixAkMBgOXLl3imWee4f777wegoaEBgIqKCp566immTJliGzNq1ChSUlLIzs5mw4YNAFRWVlJeXn7duaqqqpg9ezbV1dUkJSURGRl5w+vqLLRzKSIiIu0iJyeHrKwsPDw8WL16NQMHDrT1mUwm+vTpQ69evVocazQamTFjBmazmXnz5hEfH2/ru/Ypo2ufO/qmn/3sZwwePJijR4/y1Vdf2eby8vJiyJAhLc517NgxUlNTqaioYMqUKRgMhlbP6Xrr6iy0cykiItKBtPQCye2mqamJZcuWsXPnTnr27MmqVavo37+/XY3RaLS9uf1t27Zt47XXXsPV1ZWsrCzGjx9v1/9P//RPeHp64u7uTrdu3RzG9+jRg+bmZi5fvoyHhwcmk4nQ0FDc3R1j0d69e1m8eDFWqxWDwUBSUlKr5/Vd6+osFC5FREQ6kB/6RnZHd+XKFZ577jny8vLo168f2dnZDoG6pqaGsrIyMjMzHcZv2bKFVatW4e3tzfLlyxkxYoRDjYuLCwMHDqSgoIDa2lqH4585cwYPDw98fX2xWq0cPHiwxbny8vJYtGgRbm5uLFu2jOjo6FbP6/usq7PQbXERERFpM+vWrSMvL49Bgwaxfv36FndqjUYjnp6eDBs2zK593759ZGdn0717d9atW3fdADdx4kSam5tZt26dwzFOnDhBdHQ0rq6uHDp0CKvVavsE0TXFxcUsXboUd3d3Vq9efd1geSPr6gy0cykiIiJtoqamhrfffhsXFxeioqL45JNPHGp8fX1tv5Tz7dvUr7/+Os3NzURERHDy5ElOnjzpMP7BBx8E4Je//CV79uzhL3/5C1988QVjx47lzJkz/N//+3/x9/e3/eqO0WgkKCjI4VNCa9aswWq1Eh4eTm1tLbt27XKYKyoqCg8PjxtaV2eg3xYXERFpQx35N6F/bB988AEvvPDCdWsGDx5MSUkJc+fOZdKkSbb2mpoah1/Aacm1X9aBq7fgt27dynvvvceZM2fw8vIiLCyMjIwM2/+DyZMnExMTQ0ZGhm1cU1MTkZGRNDY2XneuHTt24OrqesPrcoaO/HekcCkiItKGOnIokFtHR/470jOXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI07u29ABEREelcSkpK2LhxI4cOHaK+vh5/f38iIyNJS0vDy8vLrrawsJD09HS2b99OYGAgZrOZDRs28Le//Y26ujq8vLwYOXIk6enp3HvvvbZxoaGh37mO/fv32/377NmzTJw4kTfffJNRo0ZhsVjYtGkTH3/8MdXV1Xh4eDBkyBBSU1MJDg62G/t919UZKFyKiIhImykvLyc1NRU3Nzfi4+O56667+N///V+2bt1KQUEBOTk5eHh42OpNJhO9e/cmMDAQq9VKRkYGZWVlTJgwgYEDB1JVVcW2bdv49NNP2bhxI3379gXghRdeaHH+Tz/9lF27dvH//X//n0Of0WjkzjvvZNiwYTQ3N5OZmUl+fj7R0dEkJiZy/vx5tm3bRlpaGtnZ2bYAeyPr6gwULkVERKTNvPbaazQ2NvL73//eFrgeffRRBgwYwMqVK3n33XdJTk621RuNRsLCwgDYsmULpaWlLFiwgLi4OFtNTEwMU6dO5Y033mDVqlUAPPjggw5znz17ltdff53evXuzZMkSh36TycSoUaPo0qULu3fvJj8/n5SUFGbOnGmriY2NJTExkZUrV5Kbm3vD6+oM9MyliIiItInGxkYOHz7MsGHDHHbyHnroIQAOHTpka6urq6OkpITw8HAA8vPz6dKlC7GxsXZjBwwYwH333Wc3tiXLly/nwoULLFy4EE9PT4e1FRQU2Oa6dst88uTJdnUBAQGMGDGCsrIyzGazU9Z1u9HOpYiISAeSO+lP7b2EVj2+Y8oPGu/m5sY777xDc3OzQ9+5c+dsNdcYjUY8PDwYPnw4AC+++CLnzp2zqwFobm7m/PnzuLq2vme2f/9+PvnkEx588EFGjBjh0F9YWMiXX37JmDFjAJg9ezbx8fH07Nmz1bVem++HrOt2pHApIiLSgdQUVrf3En40rq6uBAYGtti3efNmAEaOHGlrM5lMhISE0LVrVwD8/Pzw8/NzGLt7924+//xzxo4d2+rc//Zv/4a7uzsZGRkt9huNRvr160dAQAAAPj4++Pj4ONQdOXKEoqIi+vfvj7e39w9e1+2oc0VpERER6XA+/PBD3nvvPQICAnjkkUcAaGpq4sCBA7bnLVtTWlrKihUrcHNzIzU1tcWaI0eOcOzYMR588EHuuuuuFmtMJtN3zlVbW2t7VjMtLe0Hr+t2pXApIiIi7Wbnzp28+OKLeHh48Oqrr3LnnXcCcPjwYS5fvnzdwHfixAlmzpzJpUuXmDdvHvfff3+Ldf/3//5fAJKSklrsr6yspLy8/LpzVVVVkZGRQXV1NUlJSURGRv7gdd2uFC5FRESkXeTk5JCVlYWHhwerV69m4MCBtj6TyUSfPn3o1atXi2ONRiMzZszAbDYzb9484uPjW6xrbGzEaDRy//3306dPnxZrTCYTXl5eDBkypMX+Y8eOkZqaSkVFBVOmTMFgMLR6Tt93XbczPXMpIiLSgdw1vOUwdTtpampi2bJl7Ny5k549e7Jq1Sr69+9vV2M0Gm1vbn/btm3beO2113B1dSUrK4vx48e3OldBQQGXL1/mgQceaLXGZDIRGhqKu7tjLNq7dy+LFy/GarViMBha3f280XXdzhQuRUREOpAf+kZ2R3flyhWee+458vLy6NevH9nZ2Q5vZNfU1FBWVkZmZqbD+C1btrBq1Sq8vb1Zvnx5i29+f1NhYSEAP//5z1vst1qtHDx4sMW58vLyWLRoEW5ubixbtozo6OhW57nRdd3OFC5FRESkzaxbt468vDwGDRrE7373O4efe4Sru5aenp4MGzbMrn3fvn1kZ2fTvXt33nrrre/1qzfHjx/Hw8Oj1Vvihw4dwmq12j5BdE1xcTFLly7F3d2d7Oxsu7fYv+1m1nU7U7gUERGRNlFTU8Pbb7+Ni4sLUVFRfPLJJw41vr6+tl/K+fZt6tdff53m5mYiIiI4efIkJ0+edBj/7V/mKS8vJyAgoNVvTRqNRoKCghw+JbRmzRqsVivh4eHU1taya9cuh7FRUVF4eHjc1LpuZwqXIiIi0iYOHjzIlStXAHjzzTdbrBk8eDAlJSXMnTvXrr2mpoby8nLg6hvmO3fubHH8t0Pc+fPnHZ7n/KZ9+/YRExNj19bU1GT7VR2j0YjRaGxx7I4dO7hw4cJNret25mI2mx0/ky8iIiI/irq6Ovz9/dt7GXKL68h/R/oUkYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI17ey9AREREOpeSkhI2btzIoUOHqK+vx9/fn8jISNLS0vDy8rKrLSwsJD09ne3btxMYGIjZbGbDhg387W9/o66uDi8vL0aOHEl6ejr33nuv3djPP/+ctWvXYjKZuHDhAj179uSXv/wl06ZNo2vXrg7rOnv2LBMnTuTNN99k1KhRWCwWNm3axMcff0x1dTUeHh4MGTKE1NRUgoOD7cbeyLpudwqXIiIi0mbKy8tJTU3Fzc2N+Ph47rrrLv73f/+XrVu3UlBQQE5ODh4eHrZ6k8lE7969CQwMxGq1kpGRQVlZGRMmTGDgwIFUVVWxbds2Pv30UzZu3Ejfvn0BqK+vZ/r06Zw9e5bY2FiCgoIoKCjg97//PcePH2f16tUOazMajdx5550MGzaM5uZmMjMzyc/PJzo6msTERM6fP8+2bdtIS0sjOzub0NBQgBtaV2egcCkiIiJt5rXXXqOxsZHf//73tsD16KOPMmDAAFauXMm7775LcnKyrd5oNBIWFgbAli1bKC0tZcGCBcTFxdlqYmJimDp1Km+88QarVq0C4L333qOqqorf/OY3PPnkkwBMnjyZF198kb/85S/s27ePMWPG2K3NZDIxatQounTpwu7du8nPzyclJYWZM2faamJjY0lMTGTlypXk5ube8Lo6Az1zKSIiIm2isbGRw4cPM2zYMIedvIceegiAQ4cO2drq6uooKSkhPDwcgPz8fLp06UJsbKzd2AEDBnDffffZjT19+jQAv/jFL+xqo6KiADh58qTD2goKCmxz7d+/H7gaSL8pICCAESNGUFZWhtlsvuF1dQbauRQREelAxu2sbe8ltOqvE3r+oPFubm688847NDc3O/SdO3fOVnON0WjEw8OD4cOHA/Diiy9y7tw5uxqA5uZmzp8/j6vr/9szu+eeewD4xz/+YRdky8vLAfD397c7RmFhIV9++aVtN3P27NnEx8fTs6fjOV9b67X5bmRdnYHCpYiISAdyoK6xvZfwo3F1dSUwMLDFvs2bNwMwcuRIW5vJZCIkJMT28o2fnx9+fn4OY3fv3s3nn3/O2LFjbW2TJk0iLy+P7OxsunXrRv/+/Tly5Ag5OTn07duX//N//o/dMYxGI/369SMgIAAAHx8ffHx8HOY6cuQIRUVF9O/fH29v7xteV2egcCkiIiLt6sMPP+S9994jICCARx55BICmpiYOHDjArFmzrju2tLSUFStW4ObmRmpqqq39zjvvJCMjg8WLFzN//nxbe+/evfnd737HHXfcYXcck8lEZGTkdeeqra1lyZIlAKSlpd3UujqDzrVPKyIiIh3Kzp07efHFF/Hw8ODVV1/lzjvvBODw4cNcvnzZ9jJPS06cOMHMmTO5dOkS8+bN4/7777f1/ed//ie/+c1vaG5u5qmnnmLFihVMnz6duro60tLSOHv2rK22srKS8vLy685VVVVFRkYG1dXVJCUlXTeIXm9dnYF2LkVERKRd5OTksG7dOry8vHj99dcZOHCgrc9kMtGnTx969erV4lij0chzzz3Hl19+ybx584iPj7frf+ONN+jWrRsbN2603YqPjIwkJCSEjIwMVq1axSuvvGKby8vLiyFDhrQ417Fjx5g3bx5ffPEFU6ZMwWAwtHpO37WuzkDhUkREpAMZ5d+lvZfwo2tqamLZsmXs3LmTnj17smrVKvr3729XYzQabW9uf9u2bdt47bXXcHV1JSsri/Hjx9v1m81mamtrCQ8Pd3jGc8SIEdxzzz0cOHDA1mYymQgNDcXd3TEW7d27l8WLF2O1WjEYDCQlJbV6Xt+1rs5C4VJERKQD+aFvZHd0V65c4bnnniMvL49+/fqRnZ3t8EZ2TU0NZWVlZGZmOozfsmULq1atwtvbm+XLlzNixAiHGnd3d1xcXPj6669bXcO1N9atVisHDx5sca68vDwWLVqEm5sby5YtIzo6utXz+j7r6iz0zKWIiIi0mXXr1pGXl8egQYNYv359i5/6MRqNeHp6MmzYMLv2ffv2kZ2dTffu3Vm3bl2rAc7Ly4uhQ4dy4MABiouLHY5RUVHB6NGjgavf1bRarQ4fVC8uLmbp0qW4u7uzevXq6wbL77uuzkI7lyIiItImampqePvtt3FxcSEqKopPPvnEocbX19f2Sznfvk39+uuv09zcTEREBCdPnnT4EDrAgw8+CMAzzzxDWloaaWlpTJ48mZ/85CcUFxezY8cOevToYXtu0mg0EhQU5PApoTVr1mC1WgkPD6e2tpZdu3Y5zBUVFYWHh8cNraszcDGbzY5fMhUREZEfRV1dncMHvDuLDz74gBdeeOG6NYMHD6akpIS5c+cyadIkW3tNTY3DL+C05Nov6wCcOXOGDRs2kJ+fz4ULF+jRowdhYWH8+te/tv0/mDx5MjExMWRkZNjGNTU1ERkZSWPj9b85umPHDlxdXW94Xc7Qkf+OFC5FRETaUEcOBXLr6Mh/R3rmUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERE2lRlZSWLFy9mwoQJjB07lmnTpvHXv/61xdrCwkJCQ0OprKx06Lt06RITJkxg/fr1rc7V0NDA2LFjef/99wFoamriT3/6E4mJifziF78gKiqKGTNmsG/fPoexFouFtWvXMnnyZMLCwoiOjmbu3LkUFRXd5Jl3DgqXIiIi0mbOnj1LamoqJpOJ2NhYDAYD7u7uLFq0iLffftuh3mQy0bt3bwIDA+3aLRYL8+fPp7a29rrzHTx4EIvFwpgxYwB45ZVXWL16NX5+fhgMBqZOnUptbS1z5sxh586dtnHNzc1kZmayadMmgoKCePrpp0lISOD48eOkpaWxf/9+J1yN25N7ey9AREREOo+1a9dy/vx5cnJyCA4OBiAuLo6UlBQ2bNhAXFwcXl5etnqj0UhYWJjdMUpLS3nuuecoLS39zvlMJhNBQUH4+/tz9OhR3n//fR544AFeeuklW83kyZOZMmUK2dnZjB8/ni5duvDRRx+Rn59PSkoKM2fOtNXGxsaSmJjIypUryc3N/aGX47aknUsRERFpMy4uLoSFhdmCJYCbmxshISFYLBbKy8tt7XV1dZSUlBAeHm5r+8Mf/kBSUhJ1dXU88cQT3zmfyWSyhdNru42TJ0+2q/Hy8iIyMpKLFy9SXFx83dqAgABGjBhBWVkZZrP5Bs6889DOpYiISAfikTXzu4vayVdL/u0HH2Pp0qUttp84cQJXV1cCAgJsbUajEQ8PD4YPH25XN2HCBNLT0ykvL+fPf/5zq3OdOXOGiooKW7hMSEhg7Nix3HPPPQ61586dA64GXYDZs2cTHx9Pz549W611ddUeXUsULkVERDoQt9Jj7b2ENlNfX8/p06fZunUrBQUFJCQk4OfnZ+s3mUyEhITQtWtXW9sLL7xg+/c3dzlbYjQa8fb2ZvDgwcDVHcqgoCCHusrKSvbs2UP37t3p27cvAD4+Pvj4+DjUHjlyhKKiIvr374+3t/cNn3NnoHApIiIi7SIrK4s9e/YAEBwczNSpU219TU1NHDhwgFmzZtmN+WbQ/C5Go5HRo0fbdiNbUl9fz4IFC2hoaGD27Nm4u7cejWpra1myZAkAaWlp33sdnY32c0VERKRdTJw4kRUrVjBt2jRKSkpITk62fXLo8OHDXL582eFlnu/LYrFQWFh43fEXLlzAYDDw2WefERMTw2OPPdZqbVVVFRkZGVRXV5OUlERkZORNraszULgUERGRdhEREUFkZCQzZszg5Zdfpra2lpycHODqLfE+ffrQq1evmzp2QUEBDQ0Ntk8QfVtFRQWpqakUFRUxbtw4srKycHFxabH22LFjpKamUlFRwZQpUzAYDDe1ps5Ct8VFREQ6kCt9B7b3EtpFREQEnp6eHD9+HLh6S/ubb4nfKJPJxIABA/D19XXoO3r0KPPnz8dsNpOQkMCcOXNafTln7969LF68GKvVisFgICkp6abX1FkoXIqIiHQgzngju6Mym81Mnz6doKAgli1bZtfX2NhIQ0MD3bp1o6amhrKyMjIzM296LpPJxEMPPeTQfuTIEQwGA1ar1fZh9Nbk5eWxaNEi3NzcWLZsGdHR0Te9ns5Et8VFRESkTfj4+ODu7s7evXsdPoC+efNmGhsbiYqKwmg04unpybBhw25qnlOnTlFVVeVwS7yuro7MzEwsFgvPP//8dYNlcXExS5cuxd3dndWrVytY3gDtXIqIiEibefbZZzEYDGRkZBAfH4+vry8FBQXk5eUxdOhQEhMTWbhwIaNGjbrum9vXYzQa8fHxYdCgQXbtGzduxGw2ExwcTHNzM7t27XIYGxoaSo8ePVizZg1Wq5Xw8HBqa2tbrI2KisLDw+Om1ng7U7gUERGRNjN8+HBycnJYv349ubm5WCwWAgMDSU9PJzk5GRcXFwoKCpg7d+5Nz7Fv3z5+/vOfOzxHmZ+fD0BRURFFRUUtjl27di3du3fn0KFDwNWgajQaW6zdsWOHwmULXMxmc3N7L0JERKSzqKurw9/fv72XIbe4jvx3pGcuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRp3Nt7ASIiItK5VFZW8tZbb1FYWMjFixfp168fiYmJjBs3zqG2sLCQ9PR0tm/fTmBgIGazmQ0bNvC3v/2Nuro6vLy8GDlyJOnp6dx7770O4xsaGoiJiWH+/PnExsbS1NREbm4uO3fupKKiAnd3dwYMGMCTTz7JmDFj7MZaLBY2bdrExx9/THV1NR4eHgwZMoTU1FSCg4N/rMtzy1O4FBERkTZz9uxZUlNTaWxs5PHHH8fX15ePPvqIRYsWUVNTQ3Jysl29yWSid+/eBAYGYrVaycjIoKysjAkTJjBw4ECqqqrYtm0bn376KRs3bqRv37524w8ePIjFYrEFx1deeYX333+f0aNHExcXx1dffcV7773HnDlzWLx4MRMmTACgubmZzMxM8vPziY6OJjExkfPnz7Nt2zbS0tLIzs4mNDS0bS7aLUbhUkRERNrM2rVrOX/+PDk5Obbdv7i4OFJSUtiwYQNxcXF4eXnZ6o1GI2FhYQBs2bKF0tJSFixYQFxcnK0mJiaGqVOn8sYbb7Bq1Sq7+UwmE0FBQfj7+3P06FHef/99HnjgAV566SVbzeTJk5kyZQrZ2dmMHz+eLl268NFHH5Gfn09KSgozZ8601cbGxpKYmMjKlSvJzc39Ua7RrU7PXIqIiEibcXFxISwszO62spubGyEhIVgsFsrLy23tdXV1lJSUEB4eDkB+fj5dunQhNjbW7pgDBgzgvvvu49ChQw7zmUwmWzjdv38/cDVMfpOXlxeRkZFcvHiR4uLi69YGBAQwYsQIysrKMJvNN3MJbnvauRQREelAviqY095LaJVHSPYPPsbSpUtbbD9x4gSurq4EBATY2oxGIx4eHgwfPhyAF198kXPnzuHm5mY3trm5mfPnz+Pqar9ndubMGSoqKmzhMiEhgbFjx3LPPfc4zH/u3DkA27Fnz55NfHw8PXv2bLX22/PJVQqXIiIiHcjXFz9r7yW0mfr6ek6fPs3WrVspKCggISEBPz8/W7/JZCIkJISuXbsC4OfnZ9d/ze7du/n8888ZO3asXbvRaMTb25vBgwcDV3cog4KCHMZXVlayZ88eunfvbntm08fHBx8fH4faI0eOUFRURP/+/fH29r7pc7+dKVyKiIhIu8jKymLPnj0ABAcHM3XqVFtfU1MTBw4cYNasWdc9RmlpKStWrMDNzY3U1FS7PqPRyOjRox12Or+pvr6eBQsW0NDQwOzZs3F3bz0a1dbWsmTJEgDS0tK+6/Q6Le3nioiISLuYOHEiK1asYNq0aZSUlJCcnExlZSUAhw8f5vLly7Zb2i05ceIEM2fO5NKlS8ybN4/777/f1mexWCgsLLzu+AsXLmAwGPjss8+IiYnhsccea7W2qqqKjIwMqqurSUpKIjIy8ibOuHNQuBQREZF2ERERQWRkJDNmzODll1+mtraWnJwc4Oot8T59+tCrV68WxxqNRmbMmIHZbGbevHnEx8fb9RcUFNDQ0ODw7cprKioqSE1NpaioiHHjxpGVlYWLi0uLtceOHSM1NZWKigqmTJmCwWD4AWd9+9NtcRERkQ7E1XtAey+hXURERODp6cnx48eBq+Hx2lvi37Zt2zZee+01XF1dycrKYvz48Q41JpOJAQMG4Ovr69B39OhR5s+fj9lsJiEhgTlz5rT6cs7evXtZvHgxVqsVg8FAUlLSDzjLzkHhUkREpANxxhvZHZXZbGb69OkEBQWxbNkyu77GxkYaGhro1q0bNTU1lJWVkZmZ6XCMLVu2sGrVKry9vVm+fDkjRoxocS6TycRDDz3k0H7kyBEMBgNWq5Wnn36ahISEVtebl5fHokWLcHNzY9myZURHR9/gGXdOCpciIiLSJnx8fHB3d2fv3r2Ulpba/ZrO5s2baWxsJCoqCqPRiKenJ8OGDbMbv2/fPrKzs+nevTtvvfWWw6/xXHPq1CmqqqocbonX1dWRmZmJxWLhhRde4Je//GWray0uLmbp0qW4u7uTnZ3NyJEjb/7EOxmFSxEREWkzzz77LAaDgYyMDOLj4/H19aWgoIC8vDyGDh1KYmIiCxcuZNSoUQ5vbr/++us0NzcTERHByZMnOXnypMPxH3zwQYxGIz4+PgwaNMiub+PGjZjNZoKDg2lubmbXrl0O40NDQ+nRowdr1qzBarUSHh5ObW1ti7VRUVF4eHj8wCty+3Exm83N7b0IERGRzqKurg5/f//2Xka7OnnyJOvXr6ewsBCLxUJgYCDjx48nOTkZFxcXYmJimDt3LpMmTbKNqampcfhlnpbs37+fWbNm4evrS1ZWll3fpEmTqKqquu74tWvXMnToUCIjI2lsbLxu7Y4dO7j77ru/c00/ho78d6RwKSIi0oY6ciiQW0dH/jvSp4hERERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGnc23sBIiIi0rlUVlby1ltvUVhYyMWLF+nXrx+JiYmMGzfOobawsJD09HS2b99OYGAgly9f5g9/+AN5eXnU1tYSEBDAhAkTSEpKwt3dMdY0NDQQExPD/PnziY2NpampidzcXHbu3ElFRQXu7u4MGDCAJ598kjFjxtiNtVgsbNq0iY8//pjq6mo8PDwYMmQIqampBAcH/2jX51annUsRERFpM2fPniU1NRWTyURsbCwGgwF3d3cWLVrE22+/7VBvMpno3bs3gYGBNDU1MXfuXDZv3kxISAhz584lODiYf/u3fyMzM7PF+Q4ePIjFYrEFx1deeYXVq1fj5+eHwWBg6tSp1NbWMmfOHHbu3Gkb19zcTGZmJps2bSIoKIinn36ahIQEjh8/TlpaGvv37/9xLtBtQDuXIiIi0mbWrl3L+fPnycnJse3+xcXFkZKSwoYNG4iLi8PLy8tWbzQaCQsLA2DXrl0cPnyYWbNm8atf/QqARx99FC8vL7Zu3cr+/fsJDQ21m89kMhEUFIS/vz9Hjx7l/fff54EHHuCll16y1UyePJkpU6aQnZ3N+PHj6dKlCx999BH5+fmkpKQwc+ZMW21sbCyJiYmsXLmS3NzcH+063coULkVERDqQ9R9ktfcSWpX28JIffAwXFxfCwsLsbiu7ubkREhLCiRMnKC8vZ9CgQQDU1dVRUlLCU089BUB9fT39+vXjkUcesTvm6NGj2bp1K5999lmL4TI6OhrAtts4efJkuxovLy8iIyN55513KC4uZuDAga3WBgQEMGLECP7nf/4Hs9mMj4/PD7witx+FSxERkQ6koq60vZfwo1q6dGmL7SdOnMDV1ZWAgABbm9FoxMPDg+HDhwOQmJhIYmJii2MBevXqZdd+5swZKioqbDufCQkJjB07lnvuucfhGOfOnQOuBl2A2bNnEx8fT8+ePVutdXXV04UtUbgUERGRdlFfX8/p06fZunUrBQUFJCQk4OfnZ+s3mUyEhITQtWtXh7FWq5Xq6mr27NnD73//ewYNGkRUVJRdjdFoxNvbm8GDBwNXdyiDgoIcjlVZWcmePXvo3r07ffv2BcDHx6fFXckjR45QVFRE//798fb2/gFnf/tSuBQREZF2kZWVxZ49ewAIDg5m6tSptr6mpiYOHDjArFmzWhy7Y8cOVq5cCcA///M/8+yzz9KlSxe7GqPRyOjRo227kS2pr69nwYIFNDQ0MHv27BbfOL+mtraWJUuuPhqQlpb2vc6xM9J+roiIiLSLiRMnsmLFCqZNm0ZJSQnJyclUVlYCcPjwYS5fvmy7pf1twcHBrFixgvnz59O1a1dSU1P55JNPbP0Wi4XCwsJWxwNcuHABg8HAZ599RkxMDI899lirtVVVVWRkZFBdXU1SUhKRkZE3eda3P+1cioiIdCA/9e/b3ktoMxEREQBERkYyaNAg5s2bR05ODkuWLMFkMtGnTx+H5yivufbSz7XxCQkJvPbaa7ZjFhQU0NDQ4PDtymsqKiqYO3cup0+fZty4cbzwwgu4uLi0WHvs2DHmzZvHF198wZQpUzAYDD/ktG97CpciIiIdiDPeyL4VRURE4OnpyfHjx4Grt7TDw8O/19hrb3B/8skntje4TSYTAwYMwNfX16H+6NGjzJ8/H7PZTEJCAnPmzGn15Zy9e/eyePFirFYrBoOBpKSkmz/JTkK3xUVERKRNmM1m4uPjWbhwoUNfY2MjDQ0NdOvWjZqaGsrKyhxuac+dO5dHHnmEpqYmh/Fffvklrq6utpd/TCZTi+H0yJEjzJ49m4sXL/L000/z9NNPtxos8/Ly+O1vf8vXX3/NsmXLFCy/J4VLERERaRM+Pj64u7uzd+9eSkvtP7m0efNmGhsbiYqKwmg04unpybBhw+xqevXqRXV1NX/5y1/s2gsLCyksLGTUqFHceeednDp1iqqqKodb4nV1dWRmZmKxWHj++edJSEhoda3FxcUsXboUd3d3Vq9ebftWpnw33RYXERGRNvPss89iMBjIyMggPj4eX19fCgoKyMvLY+jQoSQmJrJw4UJGjRrl8Ob29OnTMZlMrFixghMnTvCzn/2Mf/zjH2zfvh0fHx+eeeYZ4OotdR8fH7vnMgE2btyI2WwmODiY5uZmdu3a5bC+0NBQevTowZo1a7BarYSHh1NbW9tibVRUFB4eHk68OrcHF7PZ3NzeixAREeks6urq8Pf3b+9ltKuTJ0+yfv16CgsLsVgsBAYGMn78eJKTk3FxcSEmJoa5c+cyadIkh7Hnz59n3bp1fPLJJ5w7d44ePXoQHh7O9OnTbdd11qxZ+Pr6kpVl/2tHkyZNoqqq6rprW7t2LUOHDiUyMpLGxsbr1u7YsYO77777xk7eSTry35HCpYiISBvqyKFAbh0d+e9Iz1yKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIhIm6qsrGTx4sVMmDCBsWPHMm3aNP7617+2WFtYWEhoaCiVlZUt9r/55puEhoZy8ODBFvsbGhoYO3Ys77//PgBNTU386U9/IjExkV/84hdERUUxY8YM9u3b5zDWYrGwdu1aJk+eTFhYGNHR0cydO5eioqKbPPPOQeFSRERE2szZs2dJTU3FZDIRGxuLwWDA3d2dRYsW8fbbbzvUm0wmevfuTWBgoEPfoUOHWhzzTQcPHsRisTBmzBgAXnnlFVavXo2fnx8Gg4GpU6dSW1vLnDlz2Llzp21cc3MzmZmZbNq0iaCgIJ5++mkSEhI4fvw4aWlp7N+//wdeiduXe3svQERERDqPtWvXcv78eXJycggODgYgLi6OlJQUNmzYQFxcHF5eXrZ6o9FIWFiYw3EuXbrE888/j7u7Ow0NDa3OZzKZCAoKwt/fn6NHj/L+++/zwAMP8NJLL9lqJk+ezJQpU8jOzmb8+PF06dKFjz76iPz8fFJSUpg5c6atNjY2lsTERFauXElubq4zLsltRzuXIiIi0mZcXFwICwuzBUsANzc3QkJCsFgslJeX29rr6uooKSkhPDzc4TivvvoqX3/9NY8++uh15zOZTLZwem23cfLkyXY1Xl5eREZGcvHiRYqLi69bGxAQwIgRIygrK8NsNn/Ps+5ctHMpIiLSgbz33nvtvYRWPfLIIz/4GEuXLm2x/cSJE7i6uhIQEGBrMxqNeHh4MHz4cLvaDz/8kL/+9a/87ne/4/Dhw63OdebMGSoqKmzhMiEhgbFjx3LPPfc41J47dw64GnQBZs+eTXx8PD179my11tVVe3QtUbgUERHpQGpra9t7CW2mvr6e06dPs3XrVgoKCkhISMDPz8/WbzKZCAkJoWvXrra2yspKVqxYQUJCAqGhodcNl0ajEW9vbwYPHgxc3aEMCgpyqKusrGTPnj10796dvn37AuDj44OPj49D7ZEjRygqKqJ///54e3vf5Jnf3hQuRUREpF1kZWWxZ88eAIKDg5k6daqtr6mpiQMHDjBr1ixb25UrV3j++ecJCAiwew6yNUajkdGjR9t2I1tSX1/PggULaGhoYPbs2bi7tx6NamtrWbJkCQBpaWnfOX9npf1cERERaRcTJ05kxYoVTJs2jZKSEpKTk22fHDp8+DCXL1+2e5ln06ZNHDt2jKysLLp163bdY1ssFgoLC1t8GeiaCxcuYDAY+Oyzz4iJieGxxx5rtbaqqoqMjAyqq6tJSkoiMjLyBs+281C4FBERkXYRERFBZGQkM2bM4OWXX6a2tpacnBzg6i3xPn360KtXLwCKiorIyckhMTGRnj17YjabMZvNWCwW4OoOpNls5uuvvwagoKCAhoYG2yeIvq2iooLU1FSKiooYN24cWVlZuLi4tFh77NgxUlNTqaioYMqUKRgMBmdfituKbouLiIh0IC29QNIZRERE4OnpyfHjx4Grt7S/+Za4yWTiypUr/PGPf+SPf/yjw/jMzEwAduzYwd13343JZGLAgAH4+vo61B49epT58+djNptJSEhgzpw5rb6cs3fvXhYvXozVasVgMJCUlOSM072tKVyKiIh0IM54I7ujMpvNTJ8+naCgIJYtW2bX19jYSENDA926daOmpoaysjJbYAR4+OGHGTZsmMMxP/jgA3bt2sVTTz1F//796dGjB3A1jD700EMO9UeOHMFgMGC1Wm0fRm9NXl4eixYtws3NjWXLlhEdHX2TZ965KFyKiIhIm/Dx8cHd3Z29e/dSWlpqezMbYPPmzTQ2NhIVFYXRaMTT09MuTAYGBrb4Kz3X3hYfMGAAI0eOBODUqVNUVVU53BKvq6sjMzMTi8XCCy+8wC9/+ctW11pcXMzSpUtxd3cnOzvbdmz5bgqXIiIi0maeffZZDAYDGRkZxMfH4+vrS0FBAXl5eQwdOpTExEQWLlzIqFGjrvvm9vUYjUZ8fHwYNGiQXfvGjRsxm80EBwfT3NzMrl27HMaGhobSo0cP1qxZg9VqJTw8nNra2hZro6Ki8PDwuKk13s4ULkVERKTNDB8+nJycHNavX09ubi4Wi4XAwEDS09NJTk7GxcWFgoIC5s6de9Nz7Nu3j5///OcOz1Hm5+cDV18OKioqanHs2rVr6d69O4cOHQKuBlWj0dhi7Y4dOxQuW+BiNpub23sRIiIinUVdXR3+/v7tvQy5xXXkvyN9ikhEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnMa9vRcgIiIinUtlZSVvvfUWhYWFXLx4kX79+pGYmMi4ceMcagsLC0lPT2f79u0EBgaya9culi5d2uJxH374YYe+hoYGYmJimD9/PrGxsTQ1NZGbm8vOnTupqKjA3d2dAQMG8OSTTzJmzBi7sRaLhU2bNvHxxx9TXV2Nh4cHQ4YMITU1leDgYOddkNuMwqWIiIi0mbNnz5KamkpjYyOPP/44vr6+fPTRRyxatIiamhqSk5Pt6k0mE7179yYwMBCA4uJiABYuXEi3bt3saq/VfNPBgwexWCy24PjKK6/w/vvvM3r0aOLi4vjqq6947733mDNnDosXL2bChAkANDc3k5mZSX5+PtHR0SQmJnL+/Hm2bdtGWloa2dnZhIaGOv363A4ULkVERKTNrF27lvPnz5OTk2Pb/YuLiyMlJYUNGzYQFxeHl5eXrd5oNBIWFmb7d3FxMb6+vkyaNOl7zWcymQgKCsLf35+jR4/y/vvv88ADD/DSSy/ZaiZPnsyUKVPIzs5m/PjxdOnShY8++oj8/HxSUlKYOXOmrTY2NpbExERWrlxJbm7uD7watyc9cykiIiJtxsXFhbCwMLvbym5uboSEhGCxWCgvL7e119XVUVJSQnh4uK2tpKSE++6773vPZzKZbOF0//79wNUw+U1eXl5ERkZy8eJF285oa7UBAQGMGDGCsrIyzGbz915HZ6KdSxERkQ4kd9Kf2nsJrXp8x5QffIzWnpc8ceIErq6uBAQE2NqMRiMeHh4MHz4cgHPnzvHFF18QExMDQGNjI83NzXTt2rXFY545c4aKigpbuExISGDs2LHcc889DrXnzp0DrgZdgNmzZxMfH0/Pnj1brXV11R5dSxQuRUREOpCawur2XkKbqa+v5/Tp02zdupWCggISEhLw8/Oz9ZtMJkJCQmzh8dquYk1NDb/61a8oLi7m66+/5v777+c3v/kNo0aNsju+0WjE29ubwYMHA1d3KIOCghzWUVlZyZ49e+jevTt9+/YFwMfHBx8fH4faI0eOUFRURP/+/fH29nbKdbjdKHKLiIhIu8jKyiIlJYUPP/yQ4OBgpk6dautramriwIEDds9blpSUAFcDXnR0NMuXL8dgMFBTU4PBYOCTTz6xO77RaGT06NG23ciW1NfXs2DBAhoaGpg+fTru7q3vu9XW1rJkyRIA0tLSbuqcOwPtXIqIiEi7mDhxIg8//DDHjx/nz3/+M8nJyaxbt47AwEAOHz7M5cuX7cLlwIEDmTp1KhMmTOCnP/2prf3//J//Q2JiIq+++irh4eG4urpisVgoLCzkt7/9bavzX7hwgblz5/LZZ58RExPDY4891mptVVUVs2fPprq6mqSkJCIjI51zEW5D2rkUERGRdhEREUFkZCQzZszg5Zdfpra2lpycHODqLfE+ffrQq1cvW/3w4cPJyMiwC5YAvXr1IjIyktraWsrKygAoKCigoaHB4duV11RUVJCamkpRURHjxo0jKysLFxeXFmuPHTtGamoqFRUVTJkyBYPB4IzTv21p51JERKQDuWt4r+8uug1FRETg6enJ8ePHgau3tL/5lvh36dGjBwCXL18GrobTAQMG4Ovr61B79OhR5s+fj9lsJiEhgTlz5rT6cs7evXtZvHgxVqsVg8FAUlLSjZ5ap6NwKSIi0oE4443sjspsNjN9+nSCgoJYtmyZXV9jYyMNDQ1069aNmpoaysrKyMzMtKuZP38+//jHP/jzn//MHXfcYdd3bcfyJz/5CXA1XD700EMOazhy5AgGgwGr1crTTz9NQkJCq+vNy8tj0aJFuLm5sWzZMqKjo2/qvDsb3RYXERGRNuHj44O7uzt79+6ltLTUrm/z5s00NjYSFRWF0WjE09OTYcOG2dX4+flx5swZduzYYdd+8OBBTCYT4eHh+Pr6curUKaqqqhxuidfV1ZGZmYnFYuH555+/brAsLi5m6dKluLu7s3r1agXLG6CdSxEREWkzzz77LAaDgYyMDOLj4/H19aWgoIC8vDyGDh1KYmIiCxcuZNSoUQ5vbv/617/GZDKxevVqiouLGTRoEGVlZfzHf/wH/v7+tp1Oo9GIj48PgwYNshu/ceNGzGYzwcHBNDc3s2vXLof1hYaG0qNHD9asWYPVaiU8PJza2toWa6OiovDw8HDi1bk9uJjN5ub2XoSIiEhnUVdXh7+/f3svo12dPHmS9evXU1hYiMViITAwkPHjx5OcnIyLiwsxMTHMnTu3xZ94/OKLL1i/fj1Go5EvvvgCX19fwsPD+fWvf227rrNmzcLX15esrCy7sZMmTaKqquq6a1u7di1Dhw4lMjKSxsbG69bu2LGDu++++8ZO3kk68t+RwqWIiEgb6sihQG4dHfnvSM9cioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTuLf3AkRERKRzqays5K233qKwsJCLFy/Sr18/EhMTGTdunENtYWEh6enpbN++ncDAQAD27dvHH//4Rz777DPc3Ny4//77mTFjBoMGDXIY39DQQExMDPPnzyc2NpampiZyc3PZuXMnFRUVuLu7M2DAAJ588knGjBljN9ZisbBp0yY+/vhjqqur8fDwYMiQIaSmphIcHPzjXJzbgHYuRUREpM2cPXuW1NRUTCYTsbGxGAwG3N3dWbRoEW+//bZDvclkonfv3rZg+d577zFnzhwuXLjAjBkzSEpKori4mPT0dI4dO+Yw/uDBg1gsFltwfOWVV1i9ejV+fn4YDAamTp1KbW0tc+bMYefOnbZxzc3NZGZmsmnTJoKCgnj66adJSEjg+PHjpKWlsX///h/pCt36XMxmc3N7L0JERKSzqKurw9/fv72X0W6ef/55du3aRU5Ojm3378qVK6SkpFBeXs6HH36Il5eXrf6JJ54gJCSEp59+mtraWuLj4+nTpw/r1q3jjjvuAKCiooLHH3+ckJAQ1qxZYzffypUrKSwsZPPmzRw9epTp06fzwAMP8NJLL9lq6uvrmTJlCpcvX2bXrl106dKF3bt3s3jxYlJSUpg5c6at9uzZsyQmJuLv709ubu6PeamuqyP/HWnnUkRERNqMi4sLYWFhdreV3dzcCAkJwWKxUF5ebmuvq6ujpKSE8PBwAD788EMsFgtPPfWULVgC/PSnP+Wpp55i9OjRDvOZTCbCwsIAbLuNkydPtqvx8vIiMjKSixcvUlxcfN3agIAARowYQVlZGWaz+WYvw21Nz1yKiIh0ION21rb3Elr11wk9f/Axli5d2mL7iRMncHV1JSAgwNZmNBrx8PBg+PDhABQUFODl5cXQoUMBaGpqoqmpiTvuuIPHH3/c4ZhnzpyhoqLCFi4TEhIYO3Ys99xzj0PtuXPngKtBF2D27NnEx8fTs6fjOV+rdXXVHl1LFC5FREQ6kAN1je29hDZTX1/P6dOn2bp1KwUFBSQkJODn52frN5lMhISE0LVrVwBOnTrFXXfdxT/+8Q/WrFlDQUEBV65coW/fvsyaNcu2w3mN0WjE29ubwYMHA1d3KIOCghzWUVlZyZ49e+jevTt9+/YFwMfHBx8fH4faI0eOUFRURP/+/fH29nbWpbitKHKLiIhIu8jKyiIlJYUPP/yQ4OBgpk6dautramriwIEDtl1HgIsXL3Lx4kXS0tLw8fHhpZde4plnnuHy5cvMmzePPXv22B3faDQyevRo225kS+rr61mwYAENDQ1Mnz4dd/fW991qa2tZsmQJAGlpaTd51rc/hUsRERFpFxMnTmTFihVMmzaNkpISkpOTqaysBODw4cNcvnzZLlw2NjZSW1vLww8/zIsvvkh0dDTx8fFs3LgRDw8PVq5cSXPz1feULRYLhYWFduO/7cKFCxgMBj777DNiYmJ47LHHWq2tqqoiIyOD6upqkpKSiIyMdNJVuP0oXIqIiEi7iIiIIDIykhkzZvDyyy9TW1tLTk4OcPWWeJ8+fejVq5et/tpLPN9+vrJnz56MHTuWs2fPcurUKeDq85kNDQ0O3668pqKigtTUVIqKihg3bhxZWVm4uLi0WHvs2DFSU1OpqKhgypQpGAyGH3rqtzU9cykiItKBjPLv0t5LaBcRERF4enpy/Phx4Oot7W8/QxkQEMA//vEPevTo4TD+Wlt9fT1wNZwOGDAAX19fh9qjR48yf/58zGYzCQkJzJkzp9WXc/bu3cvixYuxWq0YDAaSkpJ+0Hl2BgqXIiIiHYgz3sjuqMxmM9OnTycoKIhly5bZ9TU2NtLQ0EC3bt2oqamhrKyMzMxMu5rg4GD+8Y9/UFJSwpAhQ+z6zpw5A2Db6TSZTDz00EMOazhy5AgGgwGr1Wr7MHpr8vLyWLRoEW5ubixbtozo6OibOu/ORrfFRUREpE34+Pjg7u7O3r17KS0ttevbvHkzjY2NREVFYTQa8fT0ZNiwYXY1EydOBGDDhg1cuXLF1l5aWsrf/vY3Ro4ciZ+fH6dOnaKqqsrhlnhdXR2ZmZlYLBaef/756wbL4uJili5diru7O6tXr1awvAHauRQREZE28+yzz2IwGMjIyCA+Ph5fX18KCgrIy8tj6NChJCYmsnDhQkaNGuXw5vbQoUOZMmUKf/rTn0hLS+PBBx/k3Llz5Obm0q1bN+bPnw9cvaXu4+Pj8FvjGzduxGw2ExwcTHNzM7t27XJYX2hoKD169GDNmjVYrVbCw8Opra1tsTYqKgoPDw8nXp3bg37+UUREpA115J/taysnT55k/fr1FBYWYrFYCAwMZPz48SQnJ+Pi4kJMTAxz585l0qRJLY7/4IMP2Lp1K//4xz+44447GDlyJDNmzODee+8FYNasWfj6+pKVlWU3btKkSVRVVV13bWvXrmXo0KFERkbS2Hj9b47u2LGDu++++3uftzN15L8jhUsREZE21JFDgdw6OvLfkZ65FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp3Fv7wWIiIhI51JZWclbb71FYWEhFy9epF+/fiQmJjJu3DiH2sLCQtLT09m+fTszZ86kurr6usfesWMHd999t+3fDQ0NxMTEMH/+fGJjY2lqaiI3N5edO3dSUVGBu7s7AwYM4Mknn2TMmDF2x7JYLGzatImPP/6Y6upqPDw8GDJkCKmpqQQHBzvnYtyGFC5FRESkzZw9e5bU1FQaGxt5/PHH8fX15aOPPmLRokXU1NSQnJxsV28ymejduzeBgYHMnTuXr776yuGYx48f55133iE4OJiePXva9R08eBCLxWILjq+88grvv/8+o0ePJi4ujq+++or33nuPOXPmsHjxYiZMmABAc3MzmZmZ5OfnEx0dTWJiIufPn2fbtm2kpaWRnZ1NaGjoj3SVbm0uZrO5ub0XISIi0lnU1dXh7+/f3stoN88//zy7du0iJyfHtvt35coVUlJSKC8v58MPP8TLy8tW/8QTTxASEsLTTz/d4vEuX77Mr371Ky5dusTbb79NQECAXf/KlSspLCxk8+bNHD16lOnTp/PAAw/w0ksv2Wrq6+uZMmUKly9fZteuXXTp0oXdu3ezePFiUlJSmDlzpq327NmzJCYm4u/vT25urjMvzQ3pyH9HeuZSRERE2oyLiwthYWF2t5Xd3NwICQnBYrFQXl5ua6+rq6OkpITw8PBWj7d27VoqKiqYM2eOQ7CEqzufYWFhAOzfvx+AyZMn29V4eXkRGRnJxYsXKS4uvm5tQEAAI0aMoKysDLPZfANn3nnotriIiEgH4pE187uL2slXS/7tBx9j6dKlLbafOHECV1dXu4BoNBrx8PBg+PDhLY4pKytj27ZtDBs2jIceesih/8yZM1RUVNjCZUJCAmPHjuWee+5xqD137hxwNegCzJ49m/j4eIfb7N+sdXXVHl1LFC5FREQ6ELfSY+29hDZTX1/P6dOn2bp1KwUFBSQkJODn52frN5lMhISE0LVr1xbHr1+/nitXrjBr1qwW+41GI97e3gwePBi4ukMZFBTkUFdZWcmePXvo3r07ffv2BcDHxwcfHx+H2iNHjlBUVET//v3x9va+0VPuFBQuRUREpF1kZWWxZ88eAIKDg5k6daqtr6mpiQMHDrQaHKurq9mzZw8jR45kyJAhLdYYjUZGjx5t241sSX19PQsWLKChoYHZs2fj7t56NKqtrWXJkiUApKWlfdfpdVrazxUREZF2MXHiRFasWMG0adMoKSkhOTmZyspKAA4fPszly5dtt7S/bfv27Vy5coVf/epXLfZbLBYKCwtbHQ9w4cIFDAYDn332GTExMTz22GOt1lZVVZGRkUF1dTVJSUlERkbewJl2LgqXIiIi0i4iIiKIjIxkxowZvPzyy9TW1pKTkwNcvSXep08fevXq1eLYvLw8fH19W/0cUEFBAQ0NDQ7frrymoqKC1NRUioqKGDduHFlZWbi4uLRYe+zYMVJTU6moqGDKlCkYDIabONvOQ7fFRUREOpArfQe29xLaRUREBJ6enhw/fhy4eku7tbfET506xenTp3nsscdaveVtMpkYMGAAvr6+Dn1Hjx5l/vz5mM1mEhISmDNnTqsv5+zdu5fFixdjtVoxGAwkJSXd5Bl2HgqXIiIiHYgz3sjuqMxmM9OnTycoKIhly5bZ9TU2NtLQ0EC3bt2oqamhrKyMzMzMFo9TWFgIwM9//vNW5zKZTC2+QX7kyBEMBgNWq5Wnn36ahISEVo+Rl5fHokWLcHNzY9myZURHR3+f0+z0dFtcRERE2oSPjw/u7u7s3buX0tJSu77NmzfT2NhIVFQURqMRT09Phg0b1uJxru1u3n///S32nzp1iqqqKodb4nV1dWRmZmKxWHj++eevGyyLi4tZunQp7u7urF69WsHyBmjnUkRERNrMs88+i8FgICMjg/j4eHx9fSkoKCAvL4+hQ4eSmJjIwoULGTVqVKtvbpeXl9OtWzd69OjRYr/RaMTHx4dBgwbZtW/cuBGz2UxwcDDNzc3s2rXLYWxoaCg9evRgzZo1WK1WwsPDqa2tbbE2KioKDw+Pm7gKtzeFSxEREWkzw4cPJycnh/Xr15Obm4vFYiEwMJD09HSSk5NxcXGhoKCAuXPntnoMs9ls9xOR37Zv3z5+/vOfOzxHmZ+fD0BRURFFRUUtjl27di3du3fn0KFDwNWgajQaW6zdsWOHwmUL9NviIiIibagj/ya03Do68t+RnrkUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadxb+8FiIiISOdSWVnJW2+9RWFhIRcvXqRfv34kJiYybtw4h9rCwkLS09PZvn07gYGBXL58mXXr1rFnzx4+//xzfH19iYyMJCMjAy8vL4fxDQ0NxMTEMH/+fGJjY2lqaiI3N5edO3dSUVGBu7s7AwYM4Mknn2TMmDF2Yy0WC5s2beLjjz+muroaDw8PhgwZQmpqKsHBwT/a9bnVaedSRERE2szZs2dJTU3FZDIRGxuLwWDA3d2dRYsW8fbbbzvUm0wmevfuTWBgIE1NTcyaNYt33nmHIUOGMH/+fMaMGcO2bduYMWMGVqvVYfzBgwexWCy24PjKK6+wevVq/Pz8MBgMTJ06ldraWubMmcPOnTtt45qbm8nMzGTTpk0EBQXx9NNPk5CQwPHjx0lLS2P//v0/3kW6xWnnUkRERNrM2rVrOX/+PDk5Obbdv7i4OFJSUtiwYQNxcXF2O5BGo5GwsDAA/ud//oe///3vPProo/z2t7+11QQEBLB+/Xo++OADHn30Ubv5TCYTQUFB+Pv7c/ToUd5//30eeOABXnrpJVvN5MmTmTJlCtnZ2YwfP54uXbrw0UcfkZ+fT0pKCjNnzrTVxsbGkpiYyMqVK8nNzf1RrtGtTjuXIiIi0mZcXFwICwuzu63s5uZGSEgIFouF8vJyW3tdXR0lJSWEh4cDcPr0aQB+8Ytf2B0zKioKgBMnTjjMZzKZbOH02m7j5MmT7Wq8vLyIjIzk4sWLFBcXX7c2ICCAESNGUFZWhtlsvqFz7yy0cykiItKBfFUwp72X0CqPkOwffIylS5e22H7ixAlcXV0JCAiwtRmNRjw8PBg+fDgA99xzDwD/+Mc/7ALmtUDas2dPu2OeOXOGiooKW7hMSEhg7NixtuN807lz54CrQRdg9uzZxMfHOxzzm7Wurtqja4nCpYiISAfy9cXP2nsJbaa+vp7Tp0+zdetWCgoKSEhIwM/Pz9ZvMpkICQmha9euAIwdO5bIyEg2bdqEn58fw4cPp6SkhNdff52ePXvyyCOP2B3faDTi7e3N4MGDgas7lEFBQQ7rqKysZM+ePXTv3p2+ffsC4OPjg4+Pj0PtkSNHKCoqon///nh7ezvrUtxWFC5FRESkXWRlZbFnzx4AgoODmTp1qq2vqamJAwcOMGvWLFubm5sbv/71rzl9+jTPP/+8rd3X15e1a9faBVO4Gi5Hjx5t241sSX19PQsWLKChoYHZs2fj7t56NKqtrWXJkiUApKWl3cipdirazxUREZF2MXHiRFasWMG0adMoKSkhOTmZyspKAA4fPszly5dtt7Th6pvf06ZNo7a2lvT0dFasWMHs2bP5+uuvSU9P5+TJk7Zai8VCYWGh3fhvu3DhAgaDgc8++4yYmBgee+yxVmurqqrIyMigurqapKQkIiMjnXAFbk/auRQREZF2ERERAUBkZCSDBg1i3rx55OTksGTJEkwmE3369KFXr162+rVr19LU1MTatWttt7rh6u3ypKQkXn75Zf793/8dgIKCAhoaGhy+XXlNRUUFc+fO5fTp04wbN44XXngBFxeXFmuPHTvGvHnz+OKLL5gyZQoGg8FZl+C2pHApIiLSgbh6D2jvJbSLiIgIPD09OX78OHD1lva1t8SvKS4u5t5777ULlnD1RZ8RI0awb98+6uvr8fLywmQyMWDAAHx9fR3mOnr0KPPnz8dsNpOQkMCcOXNafTln7969LF68GKvVisFgICkpyUlnfPtSuBQREelAnPFGdkdlNpuZPn06QUFBLFu2zK6vsbGRhoYGunXrRk1NDWVlZWRmZtrVdOnSha+//rrFY19rb25uBq6+DPTQQw851B05cgSDwYDVarV9GL01eXl5LFq0CDc3N5YtW0Z0dPQNnW9npWcuRUREpE34+Pjg7u7O3r17KS0ttevbvHkzjY2NREVFYTQa8fT0ZNiwYXY14eHhnDp1in379tm1FxcXU1hYyMCBA/mnf/onTp06RVVVlcMt8bq6OjIzM7FYLDz//PPXDZbFxcUsXboUd3d3Vq9erWB5A7RzKSIiIm3m2WefxWAwkJGRQXx8PL6+vhQUFJCXl8fQoUNJTExk4cKFjBo1yuHN7d/85jccOnSIzMxMHnnkEfr3709FRQX/8R//gbu7O88++yxw9Za6j48PgwYNshu/ceNGzGYzwcHBNDc3s2vXLof1hYaG0qNHD9asWYPVaiU8PJza2toWa6OiovDw8HDi1bk9uJjN5ub2XoSIiEhnUVdXh7+/f3svo12dPHmS9evXU1hYiMViITAwkPHjx5OcnIyLiwsxMTHMnTuXSZMmOYz94osv2LhxI5988glffPEF3bt3JyQkhF//+te2j6PPmjULX19fsrKy7MZOmjSJqqqq665t7dq1DB06lMjISBobG69bu2PHDu6+++4bO3kn6ch/RwqXIiIibagjhwK5dXTkvyM9cykiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTuPe3gsQERGRzqWyspK33nqLwsJCLl68SL9+/UhMTGTcuHEOtYWFhaSnp7N9+3YCAwO5cOEC69atY8+ePVy6dImf/vSnPPLII/zLv/wLrq6Oe2YNDQ3ExMQwf/58YmNjaWpqIjc3l507d1JRUYG7uzsDBgzgySefZMyYMXZjLRYLmzZt4uOPP6a6uhoPDw+GDBlCamoqwcHBP9r1udVp51JERETazNmzZ0lNTcVkMhEbG4vBYMDd3Z1Fixbx9ttvO9SbTCZ69+5NYGAgly5d4te//jXvvvsuwcHBPPXUUwQHB7Nq1SoWLFhAc3Ozw/iDBw9isVhswfGVV15h9erV+Pn5YTAYmDp1KrW1tcyZM4edO3faxjU3N5OZmcmmTZsICgri6aefJiEhgePHj5OWlsb+/ft/vIt0i9POpYiIiLSZtWvXcv78eXJycmy7f3FxcaSkpLBhwwbi4uLw8vKy1RuNRsLCwgDYtGkTp06d4le/+hWzZs2y1QQFBbF8+XI+/PBDHn74Ybv5TCYTQUFB+Pv7c/ToUd5//30eeOABXnrpJVvN5MmTmTJlCtnZ2YwfP54uXbrw0UcfkZ+fT0pKCjNnzrTVxsbGkpiYyMqVK8nNzf1RrtGtTjuXIiIi0mZcXFwICwuzu63s5uZGSEgIFouF8vJyW3tdXR0lJSWEh4cD8N///d/ceeedTJ8+3e6Yjz76KN27d2f79u0O85lMJls4vbbbOHnyZLsaLy8vIiMjuXjxIsXFxdetDQgIYMSIEZSVlWE2m2/mEtz2tHMpIiLSgaz/IKu9l9CqtIeX/OBjLF26tMX2EydO4OrqSkBAgK3NaDTi4eHB8OHDgau31Pv168cdd9xhN9bV1ZXAwEA+++wzmpubcXFxAeDMmTNUVFTYwmVCQgJjx47lnnvucZj/3LlzwNWgCzB79mzi4+Pp2bNnq7UtPeMpCpciIiIdSkVdaXsvoc3U19dz+vRptm7dSkFBAQkJCfj5+dn6TSYTISEhdO3aFYA777yTy5cvt3gss9lMQ0MDFy5cwMfHB7gaTr29vRk8eDBwdYcyKCjIYWxlZSV79uyhe/fu9O3bFwAfHx/bcb7pyJEjFBUV0b9/f7y9vX/I6d+2FLlFRESkXWRlZZGSksKHH35IcHAwU6dOtfU1NTVx4MAB264jwJAhQzhz5gx///vf7Y5z7NgxqqurAbBarbZ2o9HI6NGjbbuRLamvr2fBggU0NDQwffp03N1b33erra1lyZKru7dpaWk3drKdiMKliIiItIuJEyeyYsUKpk2bRklJCcnJyVRWVgJw+PBhLl++bBcuU1NTcXV15ZlnnuHjjz+mqqqKvXv38tvf/ta2i3gtSFosFgoLC+3Gf9uFCxcwGAx89tlnxMTE8Nhjj7VaW1VVRUZGBtXV1SQlJREZGemMS3BbUrgUERGRdhEREUFkZCQzZszg5Zdfpra2lpycHODqLfE+ffrQq1cvW/2gQYNYsWIFAAsXLmTSpEksWbKERx99lKioKABbyCwoKKChocHh25XXVFRUkJqaSlFREePGjSMrK8v2rOa3HTt2jNTUVCoqKpgyZQoGg8FZl+C2pGcuRUREOpCf+vdt7yW0i4iICDw9PTl+/Dhw9Zb2tbfEv+kXv/gF7733HsXFxTQ1NdGvXz88PDxIT08nICDA9nymyWRiwIAB+Pr6Ohzj6NGjzJ8/H7PZTEJCAnPmzGn15Zy9e/eyePFirFYrBoOBpKQkJ5717UnhUkREpANxxhvZHZXZbGb69OkEBQWxbNkyu77GxkYaGhro1q0bNTU1lJWVkZmZaVdz6NAhTp06xaOPPsr9999va7948SJFRUXExMTY2kwmEw899JDDGo4cOYLBYMBqtdo+jN6avLw8Fi1ahJubG8uWLSM6OvpmT71T0W1xERERaRM+Pj64u7uzd+9eSkvt34rfvHkzjY2NREVFYTQa8fT0ZNiwYXY1BQUFvPLKKxw4cMDW1tzczO9+9zuampqYMmUKAKdOnaKqqsrhlnhdXR2ZmZlYLBaef/756wbL4uJili5diru7O6tXr1awvAHauRQREZE28+yzz2IwGMjIyCA+Ph5fX18KCgrIy8tj6NChJCYmsnDhQkaNGuXw5vajjz7K9u3bWbRoEY8//ji+vr7s3bsXk8lk2xGFq7fUfXx8GDRokN34jRs3YjabCQ4Oprm5mV27djmsLzQ0lB49erBmzRqsVivh4eHU1ta2WBsVFYWHh4cTr87twcVsNjv+EKeIiIj8KOrq6vD392/vZbSrkydPsn79egoLC7FYLAQGBjJ+/HiSk5NxcXEhJiaGuXPnMmnSJIexp0+fZu3atRQWFmK1WunTpw+JiYmMGzfOVjNr1ix8fX3JyrL/IP2kSZOoqqq67trWrl3L0KFDiYyMpLGx8bq1O3bs4O677/7+J+5EHfnvSOFSRESkDXXkUCC3jo78d6RnLkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRUREpE1VVlayePFiJkyYwNixY5k2bRp//etfW6wtLCwkNDSUyspKh75Lly4xYcIE1q9f3+JYi8XCunXrePTRR4mIiCA+Pp7Nmzdz5cqVFuvPnj1LaGgoBw4csI1fu3YtkydPJiwsjOjoaObOnUtRUZHDWLPZzIoVK3jkkUcICwvjgQceYMGCBZw6dep7XpXbh3t7L0BEREQ6j7Nnz5KamkpjYyOPP/44vr6+fPTRRyxatIiamhqSk5Pt6k0mE7179yYwMNCu3WKxMH/+fGpra1uc5+uvv+a3v/0t+/btY+LEiQwaNIj8/HzWrFnD6dOnWbhwocMYo9HInXfeybBhw2hubiYzM5P8/Hyio6NJTEzk/PnzbNu2jbS0NLKzswkNDQXAarWSkZFBWVkZEyZMYODAgVRVVbFt2zY+/fRTNm7cSN++fZ10BTs+hUsRERFpM2vXruX8+fPk5OQQHBwMQFxcHCkpKWzYsIG4uDi8vLxs9UajkbCwMLtjlJaW8txzz1FaWtrqPP/1X/+FyWTiN7/5DU8++aRtnn/9139l+/btxMbG2ua/xmQyMWrUKLp06cLu3bvJz88nJSWFmTNn2mpiY2NJTExk5cqV5ObmArBlyxZKS0tZsGABcXFxttqYmBimTp3KG2+8wapVq27yit16dFtcRERE2oyLiwthYWF2wc7NzY2QkBAsFgvl5eW29rq6OkpKSggPD7e1/eEPfyApKYm6ujqeeOKJVuf54IMP6NKlC4899phd+69+9SsAdu7cadfe2NhIQUGBba79+/cDMHnyZLu6gIAARowYQVlZGWazGYD8/Hy6dOlCbGysXe2AAQO47777OHTo0HWvye1GO5ciIiIdyHvvvdfeS2jVI4888oOPsXTp0hbbT5w4gaurKwEBAbY2o9GIh4cHw4cPt6ubMGEC6enplJeX8+c//7nF4xUVFdG3b188PDzs2gMDA/nnf/5n/v73v9u1FxYW8uWXXzJmzBgAZs+eTXx8PD179nQ49rlz5wBwdb26R/fiiy9y7tw53Nzc7Oqam5s5f/68ra6zULgUERHpQFp7hvB2VF9fz+nTp9m6dSsFBQUkJCTg5+dn6zeZTISEhNC1a1db2wsvvGD79zd3Ob/JYrFw8eJFu1D6TT179qSqqsquzWg00q9fP1u49fHxwcfHx2HskSNHKCoqon///nh7ewPg5+dnt+5rdu/ezeeff87YsWOvcxVuPwqXIiIi0i6ysrLYs2cPAMHBwUydOtXW19TUxIEDB5g1a5bdmG8GzdbU19cDcOedd7bYf8cdd/DVV1/ZtZlMJiIjI6973NraWpYsWQJAWlradWtLS0tZsWIFbm5upKamfueabyeda59WREREOoyJEyeyYsUKpk2bRklJCcnJybZPDh0+fJjLly87vMzzfTQ3N9v9t6X+b97CrqyspLy8/LpzVVVVkZGRQXV1NUlJSdcNoidOnGDmzJlcunSJefPmcf/999/wOdzKFC5FRESkXURERBAZGcmMGTN4+eWXqa2tJScnB7i6k9inTx969ep1w8e9tmNpsVha7LdYLHh6etr+bTKZ8PLyYsiQIS3WHzt2jNTUVCoqKpgyZQoGg6HVuY1GIzNmzMBsNjNv3jzi4+NveP23Ot0WFxER6UBaeoGkM4iIiMDT05Pjx48DV0PaN98SvxGenp74+Pi0+vxqbW2tXWg1mUyEhobi7u4Yi/bu3cvixYuxWq0YDAaSkpJanXfbtm289tpruLq6kpWVxfjx429q/bc6hUsREZEOxBlvZHdUZrOZ6dOnExQUxLJly+z6GhsbaWhooFu3btTU1FBWVkZmZuZNzzVo0CAKCgqwWCzccccdtvbKykrMZrMt+FmtVg4ePNjiXHl5eSxatAg3NzeWLVtGdHR0q/Nt2bKFVatW4e3tzfLlyxkxYsRNr/1Wp9viIiIi0iZ8fHxwd3dn7969Dh9A37x5M42NjURFRWE0GvH09GTYsGE3Pdcvf/lLrFar7UPn1/zxj38EYMKECQAcOnQIq9Vq+wTRNcXFxSxduhR3d3dWr1593WC5b98+srOz6d69O+vWrevUwRK0cykiIiJt6Nlnn8VgMJCRkUF8fDy+vr4UFBSQl5fH0KFDSUxMZOHChYwaNarF29Tf1wMPPMB7773Hv/3bv1FVVcXAgQP59NNP+a//+i/+5V/+hZ/97GfA1dvvQUFBDp8SWrNmDVarlfDwcGpra9m1a5fDHFFRUXh4ePD666/T3NxMREQEJ0+e5OTJkw61Dz744E2fy61G4VJERETazPDhw8nJyWH9+vXk5uZisVgIDAwkPT2d5ORkXFxcKCgoYO7cuT9oHhcXF1auXMmGDRv46KOP+OCDD7j77ruZO3cujz/+uK1u3759xMTE2I1tamqy/aqO0WjEaDS2OMeOHTu4cOGC7XubO3fudPjln2s6U7h0MZvNLb+nLyIiIk5XV1eHv79/ey9DbnEd+e9Iz1yKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIhIm6qsrGTx4sVMmDCBsWPHMm3aNP7617+2WFtYWEhoaCiVlZUOfZcuXWLChAmsX7/+uvMtX76cRx555Lo1L774ImlpaXbzPvXUU0RHRxMeHs7kyZNZv349DQ0NDmP37t1Leno6UVFR/OIXvyAxMZHc3Fy+/vrr6855u3Jv7wWIiIhI53H27FlSU1NpbGzk8ccfx9fXl48++ohFixZRU1NDcnKyXb3JZKJ3794EBgbatVssFubPn09tbe1159u6dSvvvvsuvXr1um7dp59+yr/8y78AcOjQIX7zm9/g6+vLE088Qffu3dm/fz8bN27k6NGjrFmzBlfXq/tzu3btYunSpdxzzz1MnTqVO+64gz179rBy5UpOnjzJ4sWLb/QS3fIULkVERKTNrF27lvPnz5OTk0NwcDAAcXFxpKSksGHDBuLi4vDy8rLVG41GwsLC7I5RWlrKc889R2lpaavzWCwW1qxZw7vvvvudazpx4gR1dXW2eZYtW4anpyf//u//jp+fHwDx8fGsWrWKLVu2kJeXR0xMDA0NDSxfvpyf/OQnvP3229xxxx0APP744zz77LP85S9/YfLkyQwcOPDGLtItTrfFRUREpM24uLgQFhZmC5YAbm5uhISEYLFYKC8vt7XX1dVRUlJCeHi4re0Pf/gDSUlJ1NXV8cQTT7Q4R3FxMY8++ijvvvsucXFx9OzZ87prMplM+Pv7ExQUxNmzZzl9+jSRkZG2YHnNww8/DFy9ZQ5QVFTE5cuXefjhh23B8poHH3wQuLoL2tlo51JERKQDyZ30p/ZeQqse3zHlBx9j6dKlLbafOHECV1dXAgICbG1GoxEPDw+GDx9uVzdhwgTS09MpLy/nz3/+s8OxKisr8ff354UXXmDUqFHf+bylyWRizJgxAPTo0YN3332Xbt26OdR98cUXALZb4sHBwWzdupV/+qd/cqg9d+6cXW1nonApIiLSgdQUVrf3EtpMfX09p0+fZuvWrRQUFJCQkGC3W2gymQgJCaFr1662thdeeMH272/ucn5TWFgYUVFR32sNFy9epKioyLYL6u7uTu/evVus/dOfrgb/kSNHAtC1a1fuvfdeh7qmpiZyc3PtajsThUsRERFpF1lZWezZswe4ugs4depUW19TUxMHDhxg1qxZdmO+GTRb831qrvn0009xcXEhNDT0unU5OTns37+fAQMGMHbs2OvWvvrqq5SVlREVFcXPfvaz772W20Xn26sVERGRDmHixImsWLGCadOmUVJSQnJysu2TQ4cPH+by5csOL/M4m8lkYujQoXh6erZak5OTw7p16/D19eVf//VfW73V/fXXX/Ov//qvvPfee9xzzz0sWrTox1p2h6ZwKSIiIu0iIiKCyMhIZsyYwcsvv0xtbS05OTnA1dDXp0+f7/yE0A/R3NzMp59+2mqAbWpq4l//9V9Zt24dPXv2ZO3atQ6fRLrmq6++4plnnmH79u3cd999rF27lu7du/9oa+/IdFtcRESkA7lr+I8XpjqyiIgIPD09OX78OHD1ZZ5vviX+Yzh+/Djnzp1rMVx++eWXLFiwgH379nHfffeRnZ3NXXfd1eJxPv/8c55++mk+++wzhg8fzooVK/D29v5R196RKVyKiIh0IM54I7ujMpvNTJ8+naCgIJYtW2bX19jYSENDA926daOmpoaysjIyMzN/1PWYTCbuuusu+vbta9f+1Vdf8dRTT3HkyBFCQkJYvny53bc3v+mLL74gIyOD8vJyHnjgAZYuXUqXLl1+1HV3dLotLiIiIm3Cx8cHd3d39u7d6/AB9M2bN9PY2EhUVBRGoxFPT0+GDRv2o67nm58g+qaXX36ZI0eOEBERwerVq1sNlleuXOG3v/0t5eXlPProo7z44oudPliCdi5FRESkDT377LMYDAYyMjKIj4/H19eXgoIC8vLyGDp0KImJiSxcuJBRo0bh7v7jxRSz2cyxY8dISUmxaz969CgfffQRXbp0YcyYMXz88ccOYwMDAxkyZAgff/wxR44cwdvbm+DgYP7zP//TobZfv37079//xzqNDknhUkRERNrM8OHDycnJYf369eTm5mKxWAgMDCQ9PZ3k5GRcXFwoKChg7ty5P+o6Pv30U9zc3Bg1apRd+/79+4Grt+mXL1/e4tiHH36YIUOG2GovXrxIVlZWi7XTp0/vdOHSxWw2N7f3IkRERDqLuro6/P3923sZcovryH9HeuZSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJzGvb0XICIiIp1LZWUlb731FoWFhVy8eJF+/fqRmJjIuHHjHGoLCwtJT09n+/btBAYG2vVdunSJxMREYmNjSUtLcxhbXV3N+vXryc/P5/z58/zzP/8zY8aMYcaMGfj7+zvUnz17lokTJ/Lmm28yatQoLBYLmzZt4uOPP6a6uhoPDw+GDBlCamoqwcHBdmPNZjMbNmzgb3/7G3V1dXh5eTFy5EjS09O59957f9gFu8UoXIqIiEibOXv2LKmpqTQ2NvL444/j6+vLRx99xKJFi6ipqSE5Odmu3mQy0bt3b4dgabFYmD9/PrW1tS3Oc/78eVJTU7l06RJxcXHce++9lJaWsmPHDvLz8/nDH/6An5+f3Rij0cidd97JsGHDaG5uJjMzk/z8fKKjo0lMTOT8+fNs27aNtLQ0srOzCQ0NBcBqtZKRkUFZWRkTJkxg4MCBVFVVsW3bNj799FM2btxI3759nXgVOzaFSxEREWkza9eu5fz58+Tk5Nh2/+Li4khJSWHDhg3ExcXh5eVlqzcajYSFhdkdo7S0lOeee47S0tJW53nrrbf4/PPPWb16NWPGjLG1jx49mvnz5/P73/+eZ555xm6MyWRi1KhRdOnShd27d5Ofn09KSgozZ8601cTGxpKYmMjKlSvJzc0FYMuWLZSWlrJgwQLi4uJstTExMUydOpU33niDVatW3cTVujXpmUsRERFpMy4uLoSFhdndVnZzcyMkJASLxUJ5ebmtva6ujpKSEsLDw21tf/jDH0hKSqKuro4nnnii1Xny8/MJDAy0C5YAY8eOxcvLi0OHDtm1NzY2UlBQYJtr//79AEyePNmuLiAggBEjRlBWVobZbLbN1aVLF2JjY+1qBwwYwH333ecw1+1OO5ciIiIdyLidLd/m7Qj+OqHnDz7G0qVLW2w/ceIErq6uBAQE2NqMRiMeHh4MHz7crm7ChAmkp6dTXl7On//85xaPt27dOr788kuH9q+++oqvvvoKV1f7/bXCwkK+/PJLWxidPXs28fHx9OzpeM7nzp0DsB3jxRdf5Ny5c7i5udnVNTc3c/78eYe5bncKlyIiIh3IgbrG9l5Cm6mvr+f06dNs3bqVgoICEhIS7J6DNJlMhISE0LVrV1vbCy+8YPv3N3c5v+2bIfWbtmzZwpUrVwgJCbFrNxqN9OvXzzbOx8cHHx8fh/FHjhyhqKiI/v374+3tDYCfn5/D85sAu3fv5vPPP2fs2LGtrvN2pHApIiIi7SIrK4s9e/YAEBwczNSpU219TU1NHDhwgFmzZtmN+WbQvFEHDhwgJycHT09PpkyZYtdnMpmIjIy87vja2lqWLFkC0OLb6d9UWlrKihUrcHNzIzU19abXfCvqXPu0IiIi0mFMnDiRFStWMG3aNEpKSkhOTqayshKAw4cPc/nyZYeXeW7Wp59+yrx58/j666954YUX7HY2KysrKS8vv+5cVVVVZGRkUF1dTVJS0nWD6IkTJ5g5cyaXLl1i3rx53H///U45h1uFwqWIiIi0i4iICCIjI5kxYwYvv/wytbW15OTkAFd3Evv06UOvXr1+8Dzvv/8+Tz/9NFeuXOGll15yuE1tMpnw8vJiyJAhLY4/duwYqampVFRUMGXKFAwGQ6tzGY1GZsyYgdlsZt68ecTHx//g9d9qdFtcRESkAxnl36W9l9AuIiIi8PT05Pjx48DVkPbNt8Rv1tq1a9m0aRNeXl68+uqrjBo1yqHGZDIRGhqKu7tjLNq7dy+LFy/GarViMBhISkpqda5t27bx2muv4erqSlZWFuPHj//B678VKVyKiIh0IM54I7ujMpvNTJ8+naCgIJYtW2bX19jYSENDA926daOmpoaysjIyMzN/0Hyvv/4677zzDnfddRerVq1q8UPmVquVgwcPtjhXXl4eixYtws3NjWXLlhEdHd3qXFu2bGHVqlV4e3uzfPlyRowY8YPWfitTuBQREZE24ePjg7u7O3v37qW0tNQu7G3evJnGxkaioqIwGo14enoybNiwm55r+/btvPPOO/zkJz/hrbfeavGTQgCHDh3CarU6fA+zuLiYpUuX4u7uTnZ2NiNHjmx1rn379pGdnU337t156623OtWv8bRE4VJERETazLPPPovBYCAjI4P4+Hh8fX0pKCggLy+PoUOHkpiYyMKFCxk1alSLt6m/j6+++oo333wTgKioKA4ePOhQ4+HhYQuyQUFBDp8SWrNmDVarlfDwcGpra9m1a5fDMaKiovDw8OD111+nubmZiIgITp48ycmTJx1qH3zwwZs6l1uRwqWIiIi0meHDh5OTk8P69evJzc3FYrEQGBhIeno6ycnJuLi4UFBQwNy5c296juPHj3Px4kXg6o5oS3r16kVUVBT79u0jJibGrq+pqcn2qzpGoxGj0djiMXbs2MGFCxds39vcuXMnO3fubLG2M4VLF7PZ3NzeixAREeks6urq8Pf3b+9lyC2uI/8d6VNEIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiLSpiorK1m8eDETJkxg7NixTJs2jb/+9a8t1hYWFhIaGkplZaVD36VLl5gwYQLr169vcey5c+d45ZVXeOSRR4iIiOCJJ55g27ZtNDc3t1h/9uxZQkNDOXDgAAAWi4W1a9cyefJkwsLCiI6OZu7cuRQVFTmMNZvNrFixgkceeYSwsDAeeOABFixYwKlTp77nVbl9uLf3AkRERKTzOHv2LKmpqTQ2NvL444/j6+vLRx99xKJFi6ipqSE5Odmu3mQy0bt3bwIDA+3aLRYL8+fPp7a2tsV56uvrSU9Pp6amhvj4eH7yk5+wb98+Xn31VUpLS3nmmWccxhiNRu68806GDRtGc3MzmZmZ5OfnEx0dTWJiIufPn2fbtm2kpaWRnZ1NaGgoAFarlYyMDMrKypgwYQIDBw6kqqqKbdu28emnn7Jx40b69u3rpCvY8SlcioiISJtZu3Yt58+fJycnh+DgYADi4uJISUlhw4YNxMXF4eXlZas3Go2EhYXZHaO0tJTnnnuO0tLSVuf585//THl5OS+//DLjxo0DYPLkycybN49t27aRkJBA79697caYTCZGjRpFly5d2L17N/n5+aSkpDBz5kxbTWxsLImJiaxcuZLc3FwAtmzZQmlpKQsWLCAuLs5WGxMTw9SpU3njjTdYtWrVTV6xW49ui4uIiEibcXFxISwszBYsAdzc3AgJCcFisVBeXm5rr6uro6SkhPDwcFvbH/7wB5KSkqirq+OJJ55odZ6GhgYGDhxIdHS0Xfvo0aNpbm7mxIkTdu2NjY0UFBTY5tq/fz9wNZB+U0BAACNGjKCsrAyz2QxAfn4+Xbp0ITY21q52wIAB3HfffRw6dOi7LsttRTuXIiIiHYhH1szvLmonXy35tx98jKVLl7bYfuLECVxdXQkICLC1GY1GPDw8GD58uF3dhAkTSE9Pp7y8nD//+c8tHm/WrFmtzgNw991327UXFhby5ZdfMmbMGABmz55NfHw8PXv2dDjGuXPnAHB1vbpH9+KLL3Lu3Dnc3Nzs6pqbmzl//rytrrNQuBQREelA3EqPtfcS2kx9fT2nT59m69atFBQUkJCQgJ+fn63fZDIREhJC165dbW0vvPCC7d/f3OW8nq+++orKyko+/PBD/vKXvxAZGcmgQYPsaoxGI/369bOFWx8fH3x8fByOdeTIEYqKiujfvz/e3t4A+Pn52a37mt27d/P5558zduzY77XO24XCpYiIiLSLrKws9uzZA0BwcDBTp0619TU1NXHgwAGHHchvBs3v66233mLLli0A/PSnP2XOnDkONSaTicjIyOsep7a2liVLlgCQlpZ23drS0lJWrFiBm5sbqampN7zmW1nn2qcVERGRDmPixImsWLGCadOmUVJSQnJysu2TQ4cPH+by5csOL/PcjF/84he89tpr/OY3v+HChQskJSVx7Nj/2yGurKykvLz8unNVVVWRkZFBdXU1SUlJ1w2iJ06cYObMmVy6dIl58+Zx//33/+BzuJUoXIqIiEi7iIiIIDIykhkzZvDyyy9TW1tLTk4OcHUnsU+fPvTq1esHzzNq1CjGjh3Lk08+yZtvvonFYuF3v/udrd9kMuHl5cWQIUNaHH/s2DFSU1OpqKhgypQpGAyG/5+9u4+L8r7z/f+CQS1CkVKVWlIb72g01BsUuoFF6EJifRRJWNkqEX4FcbmxkcRDrFWjPIIn7q6oENestzTJ1g1H93A0p7YWk0NlT2YQRdCzVgvKUjTcW5jEmzCOcX5/+HA20wGqZhZQ3s9/8vD7/VzX9zNk/ng/vtdc19XrWkajkczMTMxmMzk5OSQkJHzp/h81uiwuIiIyiHw+adpAtzAgIiIi8PLy4sKFC8DdkPbFu8Rd5Tvf+Q4TJkywrwN3w2VoaCgeHs6xqLy8nPXr12OxWMjOziYpKanXc5eUlLBlyxbc3d3Jy8tj3rx5Lu//UaBwKSIiMoi44o7swcpsNrNs2TICAwPZtGmTw5zVauXWrVuMGDGC1tZWGhoaWLVq1UOtY7PZSE5OZvjw4fz85z93mr9x4wYjRowA7j4A/fTp0z2uVVZWxrp16zAYDGzatMnpsUZfVFxcTEFBAT4+PmzevJng4OCH6v1xoMviIiIi0i98fX3x8PCgvLzc6QHo+/fvx2q1EhUVhdFoxMvLi5kzZz7UOm5ubowZM4Zz585x4sQJh7nf/OY3tLS0EBUVBUB1dTUWi8X+CKJ7Ll68SG5uLh4eHrz55pt9BsuKigoKCwsZNWoUu3fvHtLBErRzKSIiIv1o9erVZGdnk5WVRUJCAn5+flRVVVFWVsaMGTNITExk7dq1hISE9HiZ+n698sor/Pu//zurV69m4cKFPPHEE/zud7/jV7/6Fd/+9rfJysoC7l5+DwwMdHqU0Pbt27FYLISHh9Pe3s7Ro0ed1oiKisLT05Nt27Zhs9mIiIigrq6Ouro6p9r58+c/9Gd51ChcioiISL+ZNWsWRUVF7NmzhwMHDtDd3U1AQAAZGRkkJyfj5uZGVVUVK1eu/FLrfPvb3+bdd99l165dHDlyhGvXruHv78+LL77I0qVL7a+YrKioICYmxuHY27dv29+qYzQaMRqNPa5x+PBhPvnkE/vzNo8cOcKRI0d6rB1K4dLNbDbbBroJERGRoaKjo4MxY8YMdBvyiBvM3yP95lJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJERET6VVNTE+vXryc2Npa5c+eydOlSPvjggx5ra2pqCA0NpampyWnu2rVrxMbGsmfPnvta97XXXiM0NJTm5uYe59va2ggNDeXUqVMAdHd3s3PnThYuXEhYWBjR0dGsXLmSc+fOOR1rNpvJz8/n+eefJywsjOeee441a9bwhz/84b56e5x4DHQDIiIiMnS0tbWRlpaG1Wpl0aJF+Pn5cezYMdatW0drayvJyckO9SaTifHjxxMQEOAw3t3dzauvvkp7e/t9rfvrX/+aY8eO9VljNBoZOXIkM2fOxGazsWrVKiorK4mOjiYxMZGuri5KSkpIT0+nsLCQ0NBQACwWC1lZWTQ0NBAbG8u0adNobm6mpKSEEydOsG/fPiZNmvQAf6VHm8KliIiI9JudO3fS1dVFUVERQUFBAMTHx5OSksLevXuJj4/H29vbXm80GgkLC3M4R319Pa+99hr19fX3tWZzczP5+fkMHz6cW7du9VpnMpkICQlh2LBhlJaWUllZSUpKCsuXL7fXxMXFkZiYyNatWzlw4AAAxcXF1NfXs2bNGuLj4+21MTExpKamsmPHDgoKCu6r18eBLouLiIhIv3FzcyMsLMweLAEMBgNz5syhu7ubxsZG+3hHRweXLl0iPDzcPvbOO++QlJRER0cHL7744p9d7/PPPyc3N5cnnniC73//+73WWa1Wqqqq7GudPHkSgIULFzrU+fv7ExwcTENDA2azGYDKykqGDRtGXFycQ+1TTz3FxIkTqa6u/rN9Pk60cykiIjKIfFb1ykC30CvPOYVf+hy5ubk9jtfW1uLu7o6/v799zGg04unpyaxZsxzqYmNjycjIoLGxkffee6/P9d555x1+//vf8+677/KLX/yi17qamhpu3rzJM888A8CKFStISEhg7NixTrWdnZ0AuLvf3aPbuHEjnZ2dGAwGhzqbzUZXV5e9bqhQuBQRERlE7nz6+4Fuod9cv36dy5cvc/DgQaqqqli8eDGjR4+2z5tMJubMmcPw4cPtY6+//rr931/c5ezJuXPn2LdvH6+88goTJ07ss9ZoNDJ58mR7uPX19cXX19ep7uzZs5w7d44pU6bg4+MDwOjRox36vqe0tJSrV68yd+7cPtd+3ChcioiIyIDIy8vj+PHjAAQFBZGammqfu337NqdOneKll15yOOaLQbMvN2/eJDc3l9mzZ/OjH/3oz9abTCYiIyP7rGlvb2fDhg0ApKen91lbX19Pfn4+BoOBtLS0++r5cTG09mlFRERk0FiwYAH5+fksXbqUS5cukZycbH/k0JkzZ7hx44bTzTz3a+vWrXzyySds2LABNze3PmubmppobGzsc63m5maysrJoaWkhKSmpzyBaW1vL8uXLuXbtGjk5OUydOvWhPsOjSuFSREREBkRERASRkZFkZmbyxhtv0N7eTlFREXB3J3HChAmMGzfugc/729/+ll/+8pdkZmYyfPhwzGYzZrMZq9UK3H0+5r2bce6t5e3tzfTp03s83/nz50lLS+PKlSssWbKE7OzsXtc2Go1kZmZiNpvJyckhISHhgft/1OmyuIiIyCDi7vPUQLcwICIiIvDy8uLChQvA3ZD2xbvEH8S//du/AbB582Y2b97sNH/vWZr37gg3mUyEhobi4eEci8rLy1m/fj0Wi4Xs7GySkpJ6XbekpIQtW7bg7u5OXl4e8+bNe6j+H3UKlyIiIoOIK+7IHqzMZjPLli0jMDCQTZs2OcxZrVZu3brFiBEjaG1tpaGhgVWrVj3UOsnJycyfP99p/Be/+AWVlZXk5eXh5+cH3H0A+unTp3tcq6ysjHXr1mEwGNi0aRPR0dG9rllcXExBQQE+Pj5s3ryZ4ODgh+r9caBwKSIiIv3C19cXDw8PysvLqa+vd3hrzf79+7FarURFRWE0GvHy8mLmzJkPtc7EiRN7vDv86NGjAEyfPp1vfvObAFRXV2OxWOyPILrn4sWL5Obm4uHhQWFhIbNnz+51vYqKCgoLCxk1ahS7du0aUm/j6YnCpYiIiPSb1atXk52dTVZWFgkJCfj5+VFVVUVZWRkzZswgMTGRtWvXEhIS0uNlalczGo0EBgY6PUpo+/btWCwWwsPDaW9vtwfTL4qKisLT05Nt27Zhs9mIiIigrq6Ouro6p9qedlIfVwqXIiIi0m9mzZpFUVERe/bs4cCBA3R3dxMQEEBGRgbJycm4ublRVVXFypUr+6WfiooKYmJiHMZu375tf6uO0WjEaDT2eOzhw4f55JNP7M/bPHLkCEeOHOmxdiiFSzez2Wwb6CZERESGio6ODsaMGTPQbcgjbjB/j/QoIhERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGY+BbkBERESGlqamJnbt2kVNTQ2ffvopkydPJjExkWeffdaptqamhoyMDA4dOkRAQIDD3LVr10hMTCQuLo709HSnY4uKiti9e3ePPSxbtszpmLa2NhYsWMBbb71FSEgI3d3dvP3223z44Ye0tLTg6enJ9OnTSUtLIygoyOFYs9nM3r17+eijj+jo6MDb25vZs2eTkZHBk08++YB/oUebwqWIiIj0m7a2NtLS0rBarSxatAg/Pz+OHTvGunXraG1tJTk52aHeZDIxfvx4p2DZ3d3Nq6++Snt7e69rXbp0CU9PT372s585zU2ePNlpzGg0MnLkSGbOnInNZmPVqlVUVlYSHR1NYmIiXV1dlJSUkJ6eTmFhIaGhoQBYLBaysrJoaGggNjaWadOm0dzcTElJCSdOnGDfvn1MmjTpYf5cjySFSxEREek3O3fupKuri6KiIvvuX3x8PCkpKezdu5f4+Hi8vb3t9UajkbCwMIdz1NfX89prr1FfX9/nWhcvXmTixInMnz//vnozmUyEhIQwbNgwSktLqaysJCUlheXLl9tr4uLiSExMZOvWrRw4cACA4uJi6uvrWbNmDfHx8fbamJgYUlNT2bFjBwUFBffVw+NAv7kUERGRfuPm5kZYWJjDZWWDwcCcOXPo7u6msbHRPt7R0cGlS5cIDw+3j73zzjskJSXR0dHBiy++2Os63d3dfPzxx0ycOPG++rJarVRVVdnXOnnyJAALFy50qPP39yc4OJiGhgbMZjMAlZWVDBs2jLi4OIfap556iokTJ1JdXX1fPTwutHMpIiIyiOz5Vd5At9Cr9B9u+NLnyM3N7XG8trYWd3d3/P397WNGoxFPT09mzZrlUBcbG0tGRgaNjY289957PZ6vvr6eO3fu2C9HWywWDAYDHh49R5+amhpu3rzJM888A8CKFStISEhg7NixTrWdnZ0AuLvf3aPbuHEjnZ2dGAwGhzqbzUZXV5e9bqhQuBQRERlErnT0fan3cXL9+nUuX77MwYMHqaqqYvHixYwePdo+bzKZmDNnDsOHD7ePvf766/Z/f3GX809dvHgRuBtGf/SjH9HY2Ii7uzszZ87klVde4Tvf+Y5DvdFoZPLkyfZw6+vri6+vr9N5z549y7lz55gyZQo+Pj4AjB492qHve0pLS7l69Spz5869z7/I40HhUkRERAZEXl4ex48fByAoKIjU1FT73O3btzl16hQvvfSSwzFfDJp9uRcuz5w5w4svvsi4ceOoq6vjX/7lX/jbv/1bdu3axbRp0+z1JpOJyMjIPs/Z3t7Ohg13d297ujv9i+rr68nPz8dgMJCWlnZfPT8uFC5FRERkQCxYsIAf/vCHXLhwgffee4/k5GR2795NQEAAZ86c4caNG04389yvv/iLv8DLy4sXX3zRvgM5d+5cwsLCSEtLY9u2bezbtw+4+2ikxsbGPtdqbm5mxYoVtLS0kJSU1GcQra2tJTs7m2vXrvHTn/6UqVOnPtRneFQNrR8BiIiIyKARERFBZGQkmZmZvPHGG7S3t1NUVATc3UmcMGEC48aNe+hzL1++3OnS9rRp0/jud7/Lv//7v3Pjxg37Wt7e3kyfPr3Hc50/f560tDSuXLnCkiVLyM7O7nVdo9FIZmYmZrOZnJwcEhISHqr/R5l2LkVERAaRb40ZOs9D/KKIiAi8vLy4cOECcDekffEucVfy8/PDZrPx2Wef4eXlhclkIjQ0tMebfcrLy1m/fj0Wi4Xs7GySkpJ6PW9JSQlbtmzB3d2dvLw85s2b91/S/2CncCkiIjKIuOKO7MHKbDazbNkyAgMD2bRpk8Oc1Wrl1q1bjBgxgtbWVhoaGli1atVDrWOz2ey/33znnXec5hsaGvDy8uJrX/saFouF06dP97hWWVkZ69atw2AwsGnTJqKjo3tds7i4mIKCAnx8fNi8eTPBwcEP1fvjQJfFRUREpF/4+vri4eFBeXm50wPQ9+/fj9VqJSoqCqPRiJeXFzNnznyoddzc3Bg1ahTnz5+nvLzcYe5Xv/oVDQ0NzJ8/H4PBQHV1NRaLxf4IonsuXrxIbm4uHh4evPnmm30Gy4qKCgoLCxk1ahS7d+8e0sEStHMpIiIi/Wj16tVkZ2eTlZVFQkICfn5+VFVVUVZWxowZM0hMTGTt2rWEhIT0+kzK+/Hyyy9z7tw5XnvtNeLj43nyySf53e9+x69+9SsmTpxIVlYWcPfye2BgoNOjhLZv347FYiE8PJz29naOHj3qtEZUVBSenp5s27YNm81GREQEdXV11NXVOdXe71uCHgcKlyIiItJvZs2aRVFREXv27OHAgQN0d3cTEBBARkYGycnJuLm5UVVVxcqVK7/UOhMnTuTdd99l9+7dlJaWcu3aNcaMGcOLL75IamoqX/3qV4G7u44xMTEOx96+fdv+Vh2j0YjRaOxxjcOHD/PJJ5/Yn7d55MgRjhw50mPtUAqXbmaz2TbQTYiIiAwVHR0djBkzZqDbkEfcYP4e6TeXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiLSr5qamli/fj2xsbHMnTuXpUuX8sEHH/RYW1NTQ2hoKE1NTU5z165dIzY2lj179vS61m9+8xuWLl3K3Llz+cEPfsBPf/pTGhsbe6xta2sjNDSUU6dOAdDd3c3OnTtZuHAhYWFhREdHs3LlSs6dO+d0rNlsJj8/n+eff56wsDCee+451qxZwx/+8If7+Is8XhQuRUREpN+0tbWRlpaGyWQiLi6O7OxsPDw8WLduHb/4xS+c6k0mE+PHjycgIMBhvLu7m1dffZX29vZe19q9ezcbNmxg2LBhZGdn88ILL3Dq1CnS0tJobm52qjcajYwcOZKZM2dis9lYtWoVb7/9NoGBgfy3//bfWLx4MRcuXCA9PZ2TJ0/aj7NYLGRlZVFSUkJISAivvvoqcXFxnDhxgtTUVOrr67/EX+zR4zHQDYiIiMjQsXPnTrq6uigqKiIoKAiA+Ph4UlJS2Lt3L/Hx8Xh7e9vrjUYjYWFhDueor6/ntdde6zO0/f73v+ftt98mIiKCzZs3YzAYAAgNDSUzM5N3332XNWvWOBxjMpkICQlh2LBhlJaWUllZSUpKCsuXL7fXxMXFkZiYyNatWzlw4AAAxcXF1NfXs2bNGuLj4+21MTExpKamsmPHDgoKCh7yL/bo0c6liIiI9Bs3NzfCwsLswRLAYDAwZ84curu7HS5Zd3R0cOnSJcLDw+1j77zzDklJSXR0dPDiiy/2us6hQ4e4c+cOOTk59mAJEBwcTHp6Ok8//bRDvdVqpaqqyr7WvZ3JhQsXOtT5+/sTHBxMQ0MDZrMZgMrKSoYNG0ZcXJxD7VNPPcXEiROprq6+nz/NY0M7lyIiIoPI+++/P9At9Or555//0ufIzc3tcby2thZ3d3f8/f3tY0ajEU9PT2bNmuVQFxsbS0ZGBo2Njbz33ns9nq+qqopJkybxzW9+E7gbHu/cucOIESNYtmyZU31NTQ03b97kmWeeAWDFihUkJCQwduxYp9rOzk4A3N3v7tFt3LiRzs5OhxALYLPZ6OrqstcNFQqXIiIig0hfvyF83Fy/fp3Lly9z8OBBqqqqWLx4MaNHj7bPm0wm5syZw/Dhw+1jr7/+uv3fvd2YY7VaaWpqIjw8nOrqanbs2MHvfvc7AIKCgnjllVf47ne/63CM0Whk8uTJ9nDr6+uLr6+v07nPnj3LuXPnmDJlCj4+PgCMHj3aoe97SktLuXr1KnPnzn2Av8qjb2hFaRERERk08vLySElJ4de//jVBQUGkpqba527fvs2pU6ecfm/5xaDZm+vXr3Pnzh3+8Ic/kJ2dzdSpU/n7v/97VqxYQWNjI1lZWfaweY/JZHJa60+1t7ezYcMGANLT0/usra+vJz8/H4PBQFpa2p/t+XGicCkiIiIDYsGCBeTn57N06VIuXbpEcnKy/ZFDZ86c4caNG3828PXk1q1bAFy5coWsrCxWrVrF97//fZKSknjrrbf4/PPPKSwstNc3NTXR2NjY51rNzc1kZWXR0tJCUlISkZGRvdbW1tayfPlyrl27Rk5ODlOnTn3gz/AoU7gUERGRAREREUFkZCSZmZm88cYbtLe3U1RUBNzdSZwwYQLjxo174PN6enoCd28USkhIcJj7zne+w3e/+13+3//7f3z22Wf2tby9vZk+fXqP5zt//jxpaWlcuXKFJUuWkJ2d3evaRqORzMxMzGYzOTk5TusPBfrNpYiIyCDS0w0kQ0FERAReXl5cuHABuBvSvniX+IP46le/ipeXFx4eHowYMcJp/utf/zo2m40bN27g6emJyWQiNDQUDw/nWFReXs769euxWCxkZ2eTlJTU67olJSVs2bIFd3d38vLymDdv3kP1/6hTuBQRERlEXHFH9mBlNptZtmwZgYGBbNq0yWHOarVy69YtRowYQWtrKw0NDaxateqh1nFzc2PatGlUVVXR3t7uFNg//vhjPD098fPzw2KxcPr06R7XKisrY926dRgMBjZt2kR0dHSvaxYXF1NQUICPjw+bN28mODj4oXp/HOiyuIiIiPQLX19fPDw8KC8vd3oA+v79+7FarURFRWE0GvHy8mLmzJkPvdaCBQuw2Wzs3r3bYbyiooLa2lqio6Nxd3enuroai8VifwTRPRcvXiQ3NxcPDw/efPPNPoNlRUUFhYWFjBo1it27dw/pYAnauRQREZF+tHr1arKzs8nKyiIhIQE/Pz+qqqooKytjxowZJCYmsnbtWkJCQnq8TH2/fvCDH3D8+HF++ctf8sc//pG5c+fy8ccf86//+q+MGTPG/tYdo9FIYGCg06OEtm/fjsViITw8nPb2do4ePeq0RlRUFJ6enmzbtg2bzUZERAR1dXXU1dU51c6fP/+hP8ujRuFSRERE+s2sWbMoKipiz549HDhwgO7ubgICAsjIyCA5ORk3NzeqqqpYuXLll17rjTfe4ODBg7z//vts27YNb29vnn32WbKysuxhsqKigpiYGIfjbt++bX+rjtFoxGg09nj+w4cP88knn9ift3nkyBGOHDnSY+1QCpduZrPZNtBNiIiIDBUdHR2MGTNmoNuQR9xg/h7pN5ciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIeA92AiIiIDC1NTU3s2rWLmpoaPv30UyZPnkxiYiLPPvusU21NTQ0ZGRkcOnSIgIAAh7lr166RmJhIXFwc6enpDnOhoaF/to+TJ086/LutrY0FCxbw1ltvERISQnd3N2+//TYffvghLS0teHp6Mn36dNLS0ggKCnI41mw2s3fvXj766CM6Ojrw9vZm9uzZZGRk8OSTT97nX+bxoHApIiIi/aatrY20tDSsViuLFi3Cz8+PY8eOsW7dOlpbW0lOTnaoN5lMjB8/3ilYdnd38+qrr9Le3t7jOq+//nqP4ydOnODo0aN8//vfd5ozGo2MHDmSmTNnYrPZWLVqFZWVlURHR5OYmEhXVxclJSWkp6dTWFhoD7AWi4WsrCwaGhqIjY1l2rRpNDc3U1JSwokTJ9i3bx+TJk16mD/XI0nhUkRERPrNzp076erqoqioyL77Fx8fT0pKCnv37iU+Ph5vb297vdFoJCwszOEc9fX1vPbaa9TX1/e6zvz5853G2tra2LZtG+PHj2fDhg1O8yaTiZCQEIYNG0ZpaSmVlZWkpKSwfPlye01cXByJiYls3bqVAwcOAFBcXEx9fT1r1qwhPj7eXhsTE0Nqaio7duygoKDgPv9Cjz795lJERET6jZubG2FhYQ6XlQ0GA3PmzKG7u5vGxkb7eEdHB5cuXSI8PNw+9s4775CUlERHRwcvvvjiA629efNmPvnkE9auXYuXl5fDnNVqpaqqyr7WvUvmCxcudKjz9/cnODiYhoYGzGYzAJWVlQwbNoy4uDiH2qeeeoqJEydSXV39QH0+6rRzKSIiMogceOFfBrqFXi06vORLnyM3N7fH8draWtzd3fH397ePGY1GPD09mTVrlkNdbGwsGRkZNDY28t57793XuidPnuT//t//y/z58wkODnaar6mp4ebNmzzzzDMArFixgoSEBMaOHetU29nZCYC7+909uo0bN9LZ2YnBYHCos9lsdHV12euGCoVLERGRQaS1pmWgW+g3169f5/Llyxw8eJCqqioWL17M6NGj7fMmk4k5c+YwfPhw+9jrr79u//cXdzn/nH/6p3/Cw8ODrKysHueNRiOTJ0+2h1tfX198fX2d6s6ePcu5c+eYMmUKPj4+AIwePdqh73tKS0u5evUqc+fOve8+HwcKlyIiIjIg8vLyOH78OABBQUGkpqba527fvs2pU6d46aWXHI75YtC8X2fPnuX8+fMsWLCAb3zjGz3WmEwmIiMj+zxPe3u7/beaf3p3+p+qr68nPz8fg8FAWlraA/f8KBta+7QiIiIyaCxYsID8/HyWLl3KpUuXSE5OpqmpCYAzZ85w48YNp5t5Hsa//uu/ApCUlNTjfFNTE42NjX2u1dzcTFZWFi0tLSQlJfUZRGtra1m+fDnXrl0jJyeHqVOnfrkP8IhRuBQREZEBERERQWRkJJmZmbzxxhu0t7dTVFQE3N1JnDBhAuPGjftSa1itVoxGI1OnTmXChAk91phMJry9vZk+fXqP8+fPnyctLY0rV66wZMkSsrOze13PaDSSmZmJ2WwmJyeHhISEL9X/o0iXxUVERAaRb8z6cmHqURUREYGXlxcXLlwA7oa0L94l/rCqqqq4ceMGzz33XK81JpOJ0NBQPDycY1F5eTnr16/HYrGQnZ3d6+4nQElJCVu2bMHd3Z28vDzmzZv3pft/FClcioiIDCKuuCN7sDKbzSxbtozAwEA2bdrkMGe1Wrl16xYjRoygtbWVhoYGVq1a9aXXrKmpAeAv/uIvepy3WCycPn26x7XKyspYt24dBoOBTZs2ER0d3es6xcXFFBQU4OPjw+bNm3u8I32o0GVxERER6Re+vr54eHhQXl7u9AD0/fv3Y7VaiYqKwmg04uXlxcyZM7/0mhcuXMDT07PXS+LV1dVYLBb7I4juuXjxIrm5uXh4ePDmm2/2GSwrKiooLCxk1KhR7N69e0gHS9DOpYiIiPSj1atXk52dTVZWFgkJCfj5+VFVVUVZWRkzZswgMTGRtWvXEhIS0uNl6gfV2NiIv79/r8+aNBqNBAYGOj1KaPv27VgsFsLDw2lvb+fo0aNOx0ZFReHp6cm2bduw2WxERERQV1dHXV2dU21Pbwx6XClcioiISL+ZNWsWRUVF7NmzhwMHDtDd3U1AQAAZGRkkJyfj5uZGVVUVK1eudMl6XV1dTJkypdf5iooKYmJiHMZu375tf6uO0WjEaDT2eOzhw4f55JNP7M/bPHLkCEeOHOmxdiiFSzez2Wwb6CZERESGio6ODsaMGTPQbcgjbjB/j/SbSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxEREelXTU1NrF+/ntjYWObOncvSpUv54IMPeqytqakhNDSUpqYmp7lr164RGxvLnj17ejz26tWrbNy4kfnz5xMWFsYLL7zArl27uHXrVo/1bW1thIaGcurUKQC6u7vZuXMnCxcuJCwsjOjoaFauXMm5c+ecjjWbzeTn5/P8888TFhbGc889x5o1a/jDH/5wn3+Vx4fHQDcgIiIiQ0dbWxtpaWlYrVYWLVqEn58fx44dY926dbS2tpKcnOxQbzKZGD9+PAEBAQ7j3d3dvPrqq7S3t/e4zvXr11m2bBltbW3ExcURGBhIVVUVP//5z7lw4QJvvvmm0zFGo5GRI0cyc+ZMbDYbq1atorKykujoaBITE+nq6qKkpIT09HQKCwsJDQ0FwGKxkJWVRUNDA7GxsUybNo3m5mZKSko4ceIE+/btY9KkSS76Cw5+CpciIiLSb3bu3ElXVxdFRUUEBQUBEB8fT0pKCnv37iU+Ph5vb297vdFoJCwszOEc9fX1vPbaa9TX1/e6zvvvv09zczM/+clP+PGPfwzAwoUL2bhxI7/85S+pqKjgmWeecTjGZDIREhLCsGHDKC0tpbKykpSUFJYvX26viYuLIzExka1bt3LgwAEAiouLqa+vZ82aNcTHx9trY2JiSE1NZceOHRQUFDzkX+zRo8viIiIi0m/c3NwICwuzB0sAg8HAnDlz6O7uprGx0T7e0dHBpUuXCA8Pt4+98847JCUl0dHRwYsvvtjrOpcvXwbgL//yLx3Go6KiAKirq3MYt1qtVFVV2dc6efIkcDeQfpG/vz/BwcE0NDRgNpsBqKysZNiwYcTFxTnUPvXUU0ycOJHq6upe+3wcaedSRERkEHn2SM+XeQeDD2LHfulz5Obm9jheW1uLu7s7/v7+9jGj0YinpyezZs1yqIuNjSUjI4PGxkbee++9Hs/37W9/G4D/+I//cLgkfS+8jhkzxqG+pqaGmzdv2nczV6xYQUJCAmPHOn/mzs5OANzd7+7Rbdy4kc7OTgwGg0OdzWajq6vLXjdUKFyKiIgMIqc6rAPdQr+5fv06ly9f5uDBg1RVVbF48WJGjx5tnzeZTMyZM4fhw4fbx15//XX7v7+4y/mnXnjhBcrKyigsLGTEiBFMmTKFs2fPUlRUxKRJk/irv/orh3qj0cjkyZPt4dbX1xdfX1+n8549e5Zz584xZcoUfHx8ABg9erRD3/eUlpZy9epV5s6de/9/lMeAwqWIiIgMiLy8PI4fPw5AUFAQqamp9rnbt29z6tQpXnrpJYdjvhg0+zJy5EiysrJYv349r776qn18/Pjx/OM//iNf+cpXHOpNJhORkZF9nrO9vZ0NGzYAkJ6e3mdtfX09+fn5GAwG0tLS7qvnx8XQ2qcVERGRQWPBggXk5+ezdOlSLl26RHJysv2RQ2fOnOHGjRtON/Pcr9/85jf85Cc/wWaz8fLLL5Ofn8+yZcvo6OggPT2dtrY2e21TUxONjY19rtXc3ExWVhYtLS0kJSX1GURra2tZvnw5165dIycnh6lTpz7UZ3hUKVyKiIjIgIiIiCAyMpLMzEzeeOMN2tvbKSoqAu7uJE6YMIFx48Y91Ll37NjBiBEj2LdvH0uWLCEyMpL09HQKCgpoampyuHvbZDLh7e3N9OnTezzX+fPnSUtL48qVKyxZsoTs7Oxe1zUajWRmZmI2m8nJySEhIeGh+n+U6bK4iIjIIBIyZthAtzAgIiIi8PLy4sKFC8DdkPbFu8QfhNlspr29nfDwcKfnYwYHB/Ptb3/b/qB0uBsuQ0ND8fBwjkXl5eWsX78ei8VCdnY2SUlJva5bUlLCli1bcHd3Jy8vj3nz5j1U/486hUsREZFBxBV3ZA9WZrOZZcuWERgYyKZNmxzmrFYrt27dYsSIEbS2ttLQ0MCqVaseah0PDw/c3Ny4c+dOj/Off/45NpsNuPsA9NOnT/e4VllZGevWrcNgMLBp0yaio6N7XbO4uJiCggJ8fHzYvHkzwcHBD9X740CXxUVERKRf+Pr64uHhQXl5udMD0Pfv34/VaiUqKgqj0YiXlxczZ858qHW8vb2ZMWMGp06d4uLFiw5zFRUVXLlyhe9973sAVFdXY7FYnB6ofvHiRXJzc/Hw8ODNN9/sM1hWVFRQWFjIqFGj2L1795AOlqCdSxEREelHq1evJjs7m6ysLBISEvDz86OqqoqysjJmzJhBYmIia9euJSQkpMfL1Pfrpz/9Kenp6aSnp7Nw4UKeeOIJLl68yOHDh/n6179u/92k0WgkMDDQ6VFC27dvx2KxEB4eTnt7O0ePHnVaIyoqCk9PT7Zt24bNZiMiIoK6ujqnB7QDzJ8//6E/y6NG4VJERET6zaxZsygqKmLPnj0cOHCA7u5uAgICyMjIIDk5GTc3N6qqqli5cuWXWmfy5Mn88z//M3v37uXIkSN88sknfP3rX+eHP/whf/u3f2t/iHpFRQUxMTEOx96+fdv+Vh2j0YjRaOxxjcOHD/PJJ5/Yn7d55MgRjhw50mPtUAqXbmaz2TbQTYiIiAwVHR0dTm+HEXlQg/l7pN9cioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIhIv2pqamL9+vXExsYyd+5cli5dygcffNBjbU1NDaGhoTQ1NTnNXbt2jdjYWPbs2dPjsa2treTm5vLcc88RGRlJSkoKR48e7bWvtrY2QkNDOXXqFADd3d3s3LmThQsXEhYWRnR0NCtXruTcuXNOx5rNZvLz83n++ecJCwvjueeeY82aNfzhD3+4j7/I48VjoBsQERGRoaOtrY20tDSsViuLFi3Cz8+PY8eOsW7dOlpbW0lOTnaoN5lMjB8/noCAAIfx7u5uXn31Vdrb23tcp6WlhdTUVLq6uvjhD3/ItGnTqK6uJjc3l9///vesXLnS6Rij0cjIkSOZOXMmNpuNVatWUVlZSXR0NImJiXR1dVFSUkJ6ejqFhYWEhoYCYLFYyMrKoqGhgdjYWKZNm0ZzczMlJSWcOHGCffv2MWnSJBf9BQc/hUsRERHpNzt37qSrq4uioiKCgoIAiI+PJyUlhb179xIfH4+3t7e93mg0EhYW5nCO+vp6XnvtNerr63td580336Szs5Of/exn/PVf/zUACQkJfOMb32D//v1ERkYSHBzscIzJZCIkJIRhw4ZRWlpKZWUlKSkpLF++3F4TFxdHYmIiW7du5cCBAwAUFxdTX1/PmjVriI+Pt9fGxMSQmprKjh07KCgoeMi/2KNHl8VFRESk37i5uREWFmYPlgAGg4E5c+bQ3d1NY2Ojfbyjo4NLly4RHh5uH3vnnXdISkqio6ODF198scc1rFYrRqORb33rWw5hDyA1NRWAQ4cOOR1TVVVlX+vkyZMALFy40KHO39+f4OBgGhoaMJvNAFRWVjJs2DDi4uIcap966ikmTpxIdXX1n/27PE60cykiIjKIeOYt//NFA+SzDf/0pc+Rm5vb43htbS3u7u74+/vbx4xGI56ensyaNcuhLjY2loyMDBobG3nvvfeczmU2m7FYLEyePBk3NzeHua9+9at87Wtf4/z58w7jNTU13Lx5k2eeeQaAFStWkJCQwNixY53O39nZCYC7+909uo0bN9LZ2YnBYHCos9lsdHV12euGCoVLERGRQcRQf/7PFz0mrl+/zuXLlzl48CBVVVUsXryY0aNH2+dNJhNz5sxh+PDh9rHXX3/d/u8v7nJ+kaenJwA3btxwmvv888+5du0a3d3dDuNGo5HJkyfbw62vry++vr5Ox589e5Zz584xZcoUfHx8ABg9erRD3/eUlpZy9epV5s6d29ef4bGjcCkiIiIDIi8vj+PHjwMQFBRkv2QNcPv2bU6dOsVLL73kcMwXg2ZvvL29mTRpEmfPnqWlpYVx48bZ544fP87t27e5c+eOwzEmk4nIyMg+z9ve3s6GDRsASE9P77O2vr6e/Px8DAYDaWlpf7bnx8nQ2qcVERGRQWPBggXk5+ezdOlSLl26RHJysv2RQ2fOnOHGjRtON/Pcr/T0dCwWCy+//DIVFRU0Nzfz61//mr/7u7/Dx8cHD4//3F9ramqisbGxz7Wam5vJysqipaWFpKSkPoNobW0ty5cv59q1a+Tk5DB16tSH+gyPKoVLERERGRARERFERkaSmZnJG2+8QXt7O0VFRcDdncQJEyY47Do+iO9///usX7+eP/7xj7z88su88MILFBQU8PLLLzN16lT7Je17a3l7ezN9+vQez3X+/HnS0tK4cuUKS5YsITs7u9d1jUYjmZmZmM1mcnJySEhIeKj+H2W6LC4iIjKIfD5p2kC3MCAiIiLw8vLiwoULwN2Q9sW7xB/GggULeO6557h48SLu7u5MnjyZ4cOHs3fvXp544gl7nclkIjQ01GE3857y8nLWr1+PxWIhOzubpKSkXtcrKSlhy5YtuLu7k5eXx7x5875U/48qhUsREZFBxBV3ZA9WZrOZZcuWERgYyKZNmxzmrFYrt27dYsSIEbS2ttLQ0MCqVaseei2j0cinn37K/PnzHR579B//8R+0trbywx/+ELj7APTTp0/3uFZZWRnr1q3DYDCwadMmoqOje12vuLiYgoICfHx82Lx5s9MzNIcShUsRERHpF76+vnh4eFBeXk59fb3DW2v279+P1WolKioKo9GIl5cXM2fOfOi1PvjgA37zm9/w9NNPM378eOBugN2+fTsjRoywP7+yuroai8VifwTRPRcvXiQ3NxcPDw8KCwuZPXt2r2tVVFRQWFjIqFGj2LVr15B6G09PFC5FRESk36xevZrs7GyysrJISEjAz8+PqqoqysrKmDFjBomJiaxdu5aQkJAeL1Pfr+TkZH7729+yYsUK/uZv/oavfOUrHD16lHPnzrFu3Tr7o4OMRiOBgYFOjxLavn07FouF8PBw2tvbe3wneVRUFJ6enmzbtg2bzUZERAR1dXXU1dU51c6fP/+hP8ujRuFSRERE+s2sWbMoKipiz549HDhwgO7ubgICAsjIyCA5ORk3Nzeqqqp6fPf3g5g0aRI7d+5k9+7dvPvuu9y5c4fAwEC2b9/O9773PXtdRUUFMTExDsfevn3b/lYdo9GI0WjscY3Dhw/zySef2J+3eeTIEY4cOdJj7VAKl25ms9k20E2IiIgMFR0dHYwZM2ag25BH3GD+HulRRCIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMh4D3YCIiIgMLU1NTezatYuamho+/fRTJk+eTGJiIs8++6xTbU1NDRkZGRw6dIiAgADMZjN79+7lo48+oqOjA29vb2bPnk1GRgZPPvmkw7Hd3d28++67lJaW0tHRgb+/Py+88AKJiYkYDAantdra2liwYAFvvfUWISEhdHd38/bbb/Phhx/S0tKCp6cn06dPJy0tjaCgIIdjH6Svx53CpYiIiPSbtrY20tLSsFqtLFq0CD8/P44dO8a6detobW0lOTnZod5kMjF+/HgCAgKwWCxkZWXR0NBAbGws06ZNo7m5mZKSEk6cOMG+ffuYNGkSAHfu3OFnP/sZFRUVLFiwgKeffprKykq2b9/O5cuXWbt2rVNvRqORkSNHMnPmTGw2G6tWraKyspLo6GgSExPp6uqipKSE9PR0CgsLCQ0NBXigvoYChUsRERHpNzt37qSrq4uioiL77l98fDwpKSns3buX+Ph4vL297fVGo5GwsDAAiouLqa+vZ82aNcTHx9trYmJiSE1NZceOHRQUFADwf/7P/8FkMvGTn/yEH//4x/Z1/u7v/o5Dhw4RFxfntPtoMpkICQlh2LBhlJaWUllZSUpKCsuXL7fXxMXFkZiYyNatWzlw4MAD9zUU6DeXIiIi0m/c3NwICwtzCHYGg4E5c+bQ3d1NY2Ojfbyjo4NLly4RHh4OQGVlJcOGDSMuLs7hnE899RQTJ06kurraPvarX/2KYcOG8aMf/cih9v/7//4/AI4cOeIwbrVaqaqqsq918uRJABYuXOhQ5+/vT3BwMA0NDZjN5gfuayjQzqWIiMgg8lnVKwPdQq885xR+6XPk5ub2OF5bW4u7uzv+/v72MaPRiKenJ7NmzQJg48aNdHZ2Ov1e0maz0dXVhbv7f+6ZnTt3jkmTJuHp6elQGxAQwNe+9jV+97vfOYzX1NRw8+ZNnnnmGQBWrFhBQkICY8eOdeq1s7MTwL7eg/Q1FChcioiIDCJ3Pv39QLfQb65fv87ly5c5ePAgVVVVLF68mNGjR9vnTSYTc+bMYfjw4QCMHj3aYf6e0tJSrl69yty5c4G7N/J8+umn9lD6p8aOHUtzc7PDmNFoZPLkyfZw6+vri6+vr9OxZ8+e5dy5c0yZMgUfH58H6muoULgUERGRAZGXl8fx48cBCAoKIjU11T53+/ZtTp06xUsvvdTnOerr68nPz8dgMJCWlgbcDa0AI0eO7PGYr3zlK3z22WcOYyaTicjIyD7Xam9vZ8OGDQCkp6c/cF9DxdDapxUREZFBY8GCBeTn57N06VIuXbpEcnIyTU1NAJw5c4YbN27Yb+bpSW1tLcuXL+fatWvk5OQwdepU4O7l6C/+90/ZbDaHS9hNTU00Njb2uVZzczNZWVm0tLSQlJTUZxDtra+hQuFSREREBkRERASRkZFkZmbyxhtv0N7eTlFREXB3J3HChAmMGzeux2ONRiOZmZmYzWZycnJISEiwz93bsezu7u7x2O7ubry8vOz/NplMeHt7M3369B7rz58/T1paGleuXGHJkiVkZ2f3+pn66muo0GVxERGRQcTd56mBbmFARERE4OXlxYULF4C7Ie3endt/qqSkhC1btuDu7k5eXh7z5s1zmPfy8sLX15f29vYej29vb3cIrSaTidDQUDw8nGNReXk569evx2KxkJ2dTVJSUq+f4c/1NVQoXIqIiAwirrgje7Aym80sW7aMwMBANm3a5DBntVq5desWI0aMoLW1lYaGBlatWuV0juLiYgoKCvDx8WHz5s0EBwf3uNbTTz9NVVUV3d3dfOUrX7GPNzU1YTab7cHPYrFw+vTpHtcqKytj3bp1GAwGNm3aRHR0dK+f7X77Ggp0WVxERET6ha+vLx4eHpSXl1NfX+8wt3//fqxWK1FRURiNRry8vJg5c6ZDTUVFBYWFhYwaNYrdu3f3GeB+8IMfYLFY7A86v+ef//mfAYiNjQWguroai8VifwTRPRcvXiQ3NxcPDw/efPPNPoPlg/Q1FGjnUkRERPrN6tWryc7OJisri4SEBPz8/KiqqqKsrIwZM2aQmJjI2rVrCQkJcbpMvW3bNmw2GxEREdTV1VFXV+d0/vnz5wPw3HPP8f777/NP//RPNDc3M23aNE6cOMH/+T//h7/5m7/hO9/5DnD38ntgYKDTo4S2b9+OxWIhPDyc9vZ2jh496rRWVFQUnp6eD9TXUOBmNpt7vpVKREREXK6jo4MxY8YMdBsDqq6ujj179lBTU0N3dzcBAQHMmzeP5ORk3NzciImJYeXKlbzwwgv2Y1pbW53egNOTe2/WAfjss8/Yu3cvx44dw2w2881vfpP4+HgWLVpkf7D5woULiYmJISsry37c7du3iYyMxGq19rnW4cOHcXd3f+C+XGEwf48ULkVERPrRYA4F8ugYzN8j/eZSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJERET6VVNTE+vXryc2Npa5c+eydOlSPvjggx5ra2pqCA0NpampCQCz2Ux+fj7PP/88YWFhPPfcc6xZs4Y//OEPfa7Z3NxMZGQkR44c6bWmra2N0NBQTp06BUB3dzc7d+5k4cKFhIWFER0dzcqVKzl37pzTsQ/b1+PIY6AbEBERkaGjra2NtLQ0rFYrixYtws/Pj2PHjrFu3TpaW1tJTk52qDeZTIwfP56AgAAsFgtZWVk0NDQQGxvLtGnTaG5upqSkhBMnTrBv3z4mTZrktGZnZycrV67ks88+67M3o9HIyJEjmTlzJjabjVWrVlFZWUl0dDSJiYl0dXVRUlJCeno6hYWFhIaGAjx0X48rhUsRERHpNzt37qSrq4uioiKCgoIAiI+PJyUlhb179xIfH4+3t7e93mg0EhYWBkBxcTH19fWsWbOG+Ph4e01MTAypqans2LGDgoICh/VqamrYsGEDbW1tf7Y3k8lESEgIw4YNo7S0lMrKSlJSUli+fLm9Ji4ujsTERLZu3cqBAwceuq/HmcKliIjIILLnV3kD3UKv0n+44Uufw83NjbCwMHuwBDAYDMyZM4fa2loaGxt5+umnAejo6ODSpUu8/PLLAFRWVjJs2DDi4uIczvnUU08xceJEqqurHcY3b97M//yf/5OxY8cSHx/PoUOHeu3LarVSVVXFK6+8AsDJkycBWLhwoUOdv78/wcHB/Nu//RtmsxlfX98H7utxp3ApIiIyiFzpqB/oFv5L5ebm9jheW1uLu7s7/v7+9jGj0YinpyezZs0CYOPGjXR2dmIwGByOtdlsdHV14e7ueCvJxYsXSUpKYunSpRw/frzPcFlTU8PNmzd55plnAFixYgUJCQmMHTvWqbazsxPAvt6D9vW4U7gUERGRAXH9+nUuX77MwYMHqaqqYvHixYwePdo+bzKZmDNnDsOHDwdg9OjRDvP3lJaWcvXqVebOnesw/tZbb9mP/XOMRiOTJ0+2h1tfX198fX2d6s6ePcu5c+eYMmUKPj4+D9XX407hUkRERAZEXl4ex48fByAoKIjU1FT73O3btzl16hQvvfRSn+eor68nPz8fg8FAWlqaw9z9Bku4G2QjIyP7rGlvb2fDhrs/DUhPT3/ovh53Q2ufVkRERAaNBQsWkJ+fz9KlS7l06RLJycn2Rw6dOXOGGzdu2G/m6UltbS3Lly/n2rVr5OTkMHXq1Ifqo6mpicbGxj7Xam5uJisri5aWFpKSkvoMoq7q61GlnUsREZFB5Ftjhs4jayIiIgCIjIzk6aefJicnh6KiIjZs2IDJZGLChAmMGzeux2ONRiOvvfYaN2/eJCcnh4SEhIfuw2Qy4e3tzfTp03ucP3/+PDk5Ofzxj39kyZIlZGdn93ouV/b1qFK4FBERGURccUf2oygiIgIvLy8uXLgA3A1p4eHhPdaWlJSwZcsW3N3dycvLY968eV9qbZPJRGhoKB4ezrGovLyc9evXY7FYyM7OJikpqdfzuLqvR5Uui4uIiEi/MJvNJCQksHbtWqc5q9XKrVu3GDFiBK2trTQ0NPR4mbq4uJh/+Id/wMvLi3/8x3/80gHOYrFw+vTpHoNsWVkZP/vZz7hz5w6bNm3qM1i6uq9HmXYuRUREpF/4+vri4eFBeXk59fX1Dm+t2b9/P1arlaioKIxGI15eXsycOdPh+IqKCgoLCxk1ahS7du1yyVtvqqursVgs9kcQ3XPx4kVyc3Px8PCgsLCQ2bNn93qO/4q+HmUKlyIiItJvVq9eTXZ2NllZWSQkJODn50dVVRVlZWXMmDGDxMRE1q5dS0hIiNNl6m3btmGz2YiIiKCuro66ujqn88+fP/+B+jEajQQGBjo9Smj79u1YLBbCw8Npb2/n6NGjTsdGRUXh6en5X9LXo0zhUkRERPrNrFmzKCoqYs+ePRw4cIDu7m4CAgLIyMggOTkZNzc3qqqqWLlypcNxra2tNDY2AnDkyBGOHDnS4/kfNMRVVFQQExPjMHb79m37W3WMRiNGo7HHYw8fPswnn3zyX9LXo8zNbDbbBroJERGRoaKjo4MxY8YMdBvyiBvM3yPd0CMiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi7jMdANiIiIyNDS1NTErl27qKmp4dNPP2Xy5MkkJiby7LPPOtXW1NSQkZHBoUOHCAgIwGw2s3fvXj766CM6Ojrw9vZm9uzZZGRk8OSTTzoc29LSwp49e6isrKSrq4uvfe1rPPPMM2RmZjJmzBintdra2liwYAFvvfUWISEhdHd38/bbb/Phhx/S0tKCp6cn06dPJy0tjaCgIIdjH6Svx53CpYiIiPSbtrY20tLSsFqtLFq0CD8/P44dO8a6detobW0lOTnZod5kMjF+/HgCAgKwWCxkZWXR0NBAbGws06ZNo7m5mZKSEk6cOMG+ffuYNGkSAF1dXaSlpXHt2jXi4+N58sknqa+v5/Dhw1RWVvLOO+8wevRoh7WMRiMjR45k5syZ2Gw2Vq1aRWVlJdHR0SQmJtLV1UVJSQnp6ekUFhYSGhoK8EB9DQUKlyIiItJvdu7cSVdXF0VFRfbdv/j4eFJSUti7dy/x8fF4e3vb641GI2FhYQAUFxdTX1/PmjVriI+Pt9fExMSQmprKjh07KCgoAGDXrl1cvXqVN998k2eeecZe+73vfY9XX32Vn//85/z0pz916M1kMhESEsKwYcMoLS2lsrKSlJQUli9fbq+Ji4sjMTGRrVu3cuDAgQfuayjQby5FRESk37i5uREWFuZwWdlgMDBnzhy6u7tpbGy0j3d0dHDp0iXCw8MBqKysZNiwYcTFxTmc86mnnmLixIlUV1fbxyorKwkICHAIlgBz587F29vboRbAarVSVVVlX+vkyZMALFy40KHO39+f4OBgGhoaMJvND9zXUKCdSxERkUHk/fffH+gWevX8889/6XPk5ub2OF5bW4u7uzv+/v72MaPRiKenJ7NmzQJg48aNdHZ2YjAYHI612Wx0dXXh7v6fe2a7d+/m5s2bTut89tlnfPbZZw61cPe3nTdv3rSH0RUrVpCQkMDYsWOdztHZ2QlgP8eD9DUUKFyKiIgMIu3t7QPdQr+5fv06ly9f5uDBg1RVVbF48WKH30GaTCbmzJnD8OHDARg9erTT7yQBSktLuXr1KnPnzrWPfTGkflFxcTGff/45c+bMcRg3Go1MnjzZfpyvry++vr5Ox589e5Zz584xZcoUfHx8HrivoUDhUkRERAZEXl4ex48fByAoKIjU1FT73O3btzl16hQvvfRSn+eor68nPz8fg8FAWlpan7WnTp2iqKgILy8vlixZ4jBnMpmIjIzs8/j29nY2bNgAQHp6usv6etwMrX1aERERGTQWLFhAfn4+S5cu5dKlSyQnJ9PU1ATAmTNnuHHjhv1mnp7U1tayfPlyrl27Rk5ODlOnTu219sSJE+Tk5HDnzh1ef/11h53NpqYmGhsb+1yrubmZrKwsWlpaSEpK6jOIPkhfjyOFSxERERkQERERREZGkpmZyRtvvEF7eztFRUXA3Z3ECRMmMG7cuB6PNRqNZGZmYjabycnJISEhodd1/vf//t/8t//23/j888/57//9vztdpjaZTHh7ezN9+vQejz9//jxpaWlcuXKFJUuWkJ2d3etaD9LX40qXxUVERAaRnm4gGQoiIiLw8vLiwoULwN2Qdu/O7T9VUlLCli1bcHd3Jy8vj3nz5vV63p07d/L222/j7e3NP/zDPxASEuJUYzKZCA0NxcPDORaVl5ezfv16LBYL2dnZJCUl9brWg/T1OFO4FBERGURccUf2YGU2m1m2bBmBgYFs2rTJYc5qtXLr1i1GjBhBa2srDQ0NrFq1yukcxcXFFBQU4OPjw+bNmwkODu51vW3btvE//sf/4Bvf+AYFBQU9PsjcYrFw+vTpHtcqKytj3bp1GAwGNm3aRHR0dK9rPUhfjzuFSxEREekXvr6+eHh4UF5eTn19vUPY279/P1arlaioKIxGI15eXsycOdPh+IqKCgoLCxk1ahS7du3q8603hw4d4n/8j//BE088wa5du3rdEa6ursZisTg9D/PixYvk5ubi4eFBYWEhs2fP7nWtB+lrKFC4FBERkX6zevVqsrOzycrKIiEhAT8/P6qqqigrK2PGjBkkJiaydu1aQkJCnC5Tb9u2DZvNRkREBHV1ddTV1Tmdf/78+Xz22We89dZbAERFRXH69GmnOk9PT3uQDQwMdHqU0Pbt27FYLISHh9Pe3s7Ro0edzhEVFYWnp+d99zVUuJnNZttANyEiIjJUdHR0MGbMmIFuY0DV1dWxZ88eampq6O7uJiAggHnz5pGcnIybmxsxMTGsXLmSF154wX5Ma2ur0xtwenLy5Emqq6vJzMzss27cuHG8//77LFy4kJiYGLKysuxzt2/fJjIyEqvV2uc5Dh8+jLu7+3335UqD+XukcCkiItKPBnMokEfHYP4e6VFEIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyHgPdgIiIiAwtTU1N7Nq1i5qaGj799FMmT55MYmIizz77rFNtTU0NGRkZHDp0iICAAMxmM3v37uWjjz6io6MDb29vZs+eTUZGBk8++aTDsZ2dnezZs4eKigo6Ozv51re+xcKFC/nrv/5r3NzcnNZqa2tjwYIFvPXWW4SEhNDd3c3bb7/Nhx9+SEtLC56enkyfPp20tDSCgoIcjn2Qvh53CpciIiLSb9ra2khLS8NqtbJo0SL8/Pw4duwY69ato7W1leTkZId6k8nE+PHjCQgIwGKxkJWVRUNDA7GxsUybNo3m5mZKSko4ceIE+/btY9KkSQBcv36djIwMWltbSUhI4IknnqCiooJ/+Id/oL6+np/+9KdOvRmNRkaOHMnMmTOx2WysWrWKyspKoqOjSUxMpKuri5KSEtLT0yksLCQ0NBTggfoaChQuRUREpN/s3LmTrq4uioqK7Lt/8fHxpKSksHfvXuLj4/H29rbXG41GwsLCACguLqa+vp41a9YQHx9vr4mJiSE1NZUdO3ZQUFAAwHvvvUdjYyNvvPGGfUd04cKF5OTkUFJSwuLFixk/frxDbyaTiZCQEIYNG0ZpaSmVlZWkpKSwfPlye01cXByJiYls3bqVAwcOPHBfQ4F+cykiIiL9xs3NjbCwMIfLygaDgTlz5tDd3U1jY6N9vKOjg0uXLhEeHg5AZWUlw4YNIy4uzuGcTz31FBMnTqS6uto+duvWLaZNm0Z0dLRD7fe+9z1sNhu1tbUO41arlaqqKvtaJ0+eBO4G0i/y9/cnODiYhoYGzGbzA/c1FGjnUkREZBA58MK/DHQLvVp0eMmXPkdubm6P47W1tbi7u+Pv728fMxqNeHp6MmvWLAA2btxIZ2cnBoPB4VibzUZXVxfu7v+5Z/bSSy/1ug7AN7/5TYfxmpoabt68yTPPPAPAihUrSEhIYOzYsU7n6OzsBLCv9yB9DQUKlyIiIoNIa03LQLfQb65fv87ly5c5ePAgVVVVLF68mNGjR9vnTSYTc+bMYfjw4QCMHj3aYf6e0tJSrl69yty5c3tc57PPPqOpqYlf//rX/PKXvyQyMpKnn37aocZoNDJ58mR7uPX19cXX19fpXGfPnuXcuXNMmTIFHx+fL9XX40rhUkRERAZEXl4ex48fByAoKIjU1FT73O3btzl16lSvO5D31NfXk5+fj8FgIC0trceaXbt2UVxcDMC3vvUtXnnlFacak8lEZGRkn2u1t7ezYcMGANLT0790X4+robVPKyIiIoPGggULyM/PZ+nSpVy6dInk5GSampoAOHPmDDdu3LDfzNOT2tpali9fzrVr18jJyWHq1Kk91v3lX/4lW7Zs4Sc/+QmffPIJSUlJnD9/3j7f1NREY2Njn2s1NzeTlZVFS0sLSUlJfQbR++3rcaVwKSIiIgMiIiKCyMhIMjMzeeONN2hvb6eoqAi4u5M4YcIExo0b1+OxRqORzMxMzGYzOTk5JCQk9LpOSEgIc+fO5cc//jFvvfUW3d3d/OM//qN93mQy4e3tzfTp03s8/vz586SlpXHlyhWWLFlCdnZ2r2s9SF+PK10WFxERGUS+MavnMPW4i4iIwMvLiwsXLgB3Q9q9O7f/VElJCVu2bMHd3Z28vDzmzZt33+t85zvfYcKECfZ14G64DA0NxcPDORaVl5ezfv16LBYL2dnZJCUl9XruL9PX40ThUkREZBBxxR3Zg5XZbGbZsmUEBgayadMmhzmr1cqtW7cYMWIEra2tNDQ0sGrVKqdzFBcXU1BQgI+PD5s3byY4ONipxmazkZyczPDhw/n5z3/uNH/jxg1GjBgB3H0A+unTp3tcq6ysjHXr1mEwGNi0aZPTY40etK+hQpfFRUREpF/4+vri4eFBeXk59fX1DnP79+/HarUSFRWF0WjEy8uLmTNnOtRUVFRQWFjIqFGj2L17d68Bzs3NjTFjxnDu3DlOnDjhMPeb3/yGlpYWoqKiAKiursZisdgfQXTPxYsXyc3NxcPDgzfffLPPYHm/fQ0V2rkUERGRfrN69Wqys7PJysoiISEBPz8/qqqqKCsrY8aMGSQmJrJ27VpCQkKcLlNv27YNm81GREQEdXV11NXVOZ1//vz5ALzyyiv8+7//O6tXr2bhwoU88cQT/O53v+NXv/oV3/72t8nKygLuXn4PDAx0epTQ9u3bsVgshIeH097eztGjR53WioqKwtPT84H6GgrczGazbaCbEBERGSo6OjoYM2bMQLcxoOrq6tizZw81NTV0d3cTEBDAvHnzSE5Oxs3NjZiYGFauXMkLL7xgP6a1tdXpDTg9ufdmHbh7F/iuXbuorKzk2rVr+Pv781d/9VcsXbrU/orJhQsXEhMTYw+bcPcxSJGRkVit1j7XOnz4MO7u7g/clysM5u+RwqWIiEg/GsyhQB4dg/l7pN9cioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIhIv2pqamL9+vXExsYyd+5cli5dygcffNBjbU1NDaGhoTQ1NQFgNpvJz8/n+eefJywsjOeee441a9bwhz/84c+u+9prrxEaGkpzc3OP821tbYSGhnLq1CkAuru72blzJwsXLiQsLIzo6GhWrlzJuXPnnI79Mn09bjwGugEREREZOtra2khLS8NqtbJo0SL8/Pw4duwY69ato7W1leTkZId6k8nE+PHjCQgIwGKxkJWVRUNDA7GxsUybNo3m5mZKSko4ceIE+/btY9KkST2u++tf/5pjx4712ZvRaGTkyJHMnDkTm83GqlWrqKysJDo6msTERLq6uigpKSE9PZ3CwkJCQ0MBvlRfjyOFSxEREek3O3fupKuri6KiIoKCggCIj48nJSWFvXv3Eh8fj7e3t73eaDQSFhYGQHFxMfX19axZs4b4+Hh7TUxMDKmpqezYsYOCggKnNZubm8nPz2f48OHcunWr195MJhMhISEMGzaM0tJSKisrSUlJYfny5faauLg4EhMT2bp1KwcOHPhSfT2udFlcRERE+o2bmxthYWH2YAlgMBiYM2cO3d3dNDY22sc7Ojq4dOkS4eHhAFRWVjJs2DDi4uIczvnUU08xceJEqqurndb7/PPPyc3N5YknnuD73/9+r31ZrVaqqqrsa508eRKAhQsXOtT5+/sTHBxMQ0MDZrP5oft6nGnnUkREZBB59kj7QLfQqw9ix37pc+Tm5vY4Xltbi7u7O/7+/vYxo9GIp6cns2bNAmDjxo10dnZiMBgcjrXZbHR1deHu7rxn9s477/D73/+ed999l1/84he99lVTU8PNmzd55plnAFixYgUJCQmMHev8mTs7OwHs6z1MX48zhUsREZFB5FSHdaBb6DfXr1/n8uXLHDx4kKqqKhYvXszo0aPt8yaTiTlz5jB8+HAARo8e7TB/T2lpKVevXmXu3LkO4+fOnWPfvn288sorTJw4sc9ejEYjkydPtodbX19ffH19nerOnj3LuXPnmDJlCj4+Pg/V1+NO4VJEREQGRF5eHsePHwcgKCiI1NRU+9zt27c5deoUL730Up/nqK+vJz8/H4PBQFpamn385s2b5ObmMnv2bH70ox/92V5MJhORkZF91rS3t7NhwwYA0tPTH6qvoWBo7dOKiIjIoLFgwQLy8/NZunQply5dIjk52f7IoTNnznDjxg37zTw9qa2tZfny5Vy7do2cnBymTp1qn9u6dSuffPIJGzZswM3Nrc8+mpqaaGxs7HOt5uZmsrKyaGlpISkpqc8g2ldfQ4HCpYiIiAyIiIgIIiMjyczM5I033qC9vZ2ioiLg7k7ihAkTGDduXI/HGo1GMjMzMZvN5OTkkJCQYJ/77W9/yy9/+UsyMzMZPnw4ZrMZs9mM1Xr3JwfXrl2z34xzby1vb2+mT5/e41rnz58nLS2NK1eusGTJErKzs3v9TH31NVTosriIiMggEjJm2EC3MCAiIiLw8vLiwoULwN2Qdu/O7T9VUlLCli1bcHd3Jy8vj3nz5jnM/9u//RsAmzdvZvPmzU7H33uW5r07wk0mE6GhoXh4OMei8vJy1q9fj8ViITs7m6SkpF4/w5/ra6hQuBQRERlEXHFH9mBlNptZtmwZgYGBbNq0yWHOarVy69YtRowYQWtrKw0NDaxatcrpHMXFxRQUFODj48PmzZsJDg52qklOTmb+/PlO47/4xS+orKwkLy8PPz8/4O4D0E+fPt3jWmVlZaxbtw6DwcCmTZuIjo7u9bPdT19DhcKliIiI9AtfX188PDwoLy+nvr7e4a01+/fvx2q1EhUVhdFoxMvLi5kzZzocX1FRQWFhIaNGjWLXrl29vvVm4sSJPd4dfvToUQCmT5/ON7/5TQCqq6uxWCz2RxDdc/HiRXJzc/Hw8KCwsJDZs2f3+rnut6+hQuFSRERE+s3q1avJzs4mKyuLhIQE/Pz8qKqqoqysjBkzZpCYmMjatWsJCQlxuky9bds2bDYbERER1NXVUVdX53T+nnYs+2I0GgkMDHR6lND27duxWCyEh4fT3t5uD6ZfFBUVhaen539JX48yhUsRERHpN7NmzaKoqIg9e/Zw4MABuru7CQgIICMjg+TkZNzc3KiqqmLlypUOx7W2ttrf3nPkyBGOHDnS4/kfNMRVVFQQExPjMHb79m37W3WMRiNGo7HHYw8fPswnn3zyX9LXo8zNbDbbBroJERGRoaKjo4MxY8YMdBvyiBvM3yM9ikhEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFzGY6AbEBERkaGlqamJXbt2UVNTw6effsrkyZNJTEzk2WefdaqtqakhIyODQ4cOERAQgNlsZu/evXz00Ud0dHTg7e3N7NmzycjI4Mknn3Q4tqioiN27d/fYw7Jly0hPT3cYa2trY8GCBbz11luEhITQ3d3N22+/zYcffkhLSwuenp5Mnz6dtLQ0goKCHI59kL4edwqXIiIi0m/a2tpIS0vDarWyaNEi/Pz8OHbsGOvWraO1tZXk5GSHepPJxPjx4wkICMBisZCVlUVDQwOxsbFMmzaN5uZmSkpKOHHiBPv27WPSpEn2Yy9duoSnpyc/+9nPnPqYPHmy05jRaGTkyJHMnDkTm83GqlWrqKysJDo6msTERLq6uigpKSE9PZ3CwkJCQ0MBHrivx53CpYiIiPSbnTt30tXVRVFRkX33Lz4+npSUFPbu3Ut8fDze3t72eqPRSFhYGADFxcXU19ezZs0a4uPj7TUxMTGkpqayY8cOCgoK7OMXL15k4sSJzJ8//756M5lMhISEMGzYMEpLS6msrCQlJYXly5fba+Li4khMTGTr1q0cOHDgofp63Ok3lyIiItJv3NzcCAsLc7isbDAYmDNnDt3d3TQ2NtrHOzo6uHTpEuHh4QBUVlYybNgw4uLiHM751FNPMXHiRKqrq+1j3d3dfPzxx0ycOPG++rJarVRVVdnXOnnyJAALFy50qPP39yc4OJiGhgbMZvMD9zUUaOdSRERkEPHMW/7niwbIZxv+6UufIzc3t8fx2tpa3N3d8ff3t48ZjUY8PT2ZNWsWABs3bqSzsxODweBwrM1mo6urC3f3/9wzq6+v586dO/bL0RaLBYPBgIdHz9GnpqaGmzdv8swzzwCwYsUKEhISGDt2rFNtZ2cngH29B+lrKFC4FBERGUQM9ecHuoV+c/36dS5fvszBgwepqqpi8eLFjB492j5vMpmYM2cOw4cPB2D06NEO8/eUlpZy9epV5s6dax+7ePEicDe0/uhHP6KxsRF3d3dmzpzJK6+8wne+8x2HcxiNRiZPnmwPt76+vvj6+jqtdfbsWc6dO8eUKVPw8fF54L6GAoVLERERGRB5eXkcP34cgKCgIFJTU+1zt2/f5tSpU7z00kt9nqO+vp78/HwMBgNpaWn28Xvh8syZM7z44ouMGzeOuro6/uVf/oW//du/ZdeuXUybNs1ebzKZiIyM7HOt9vZ2NmzYAOB0p/n99jUUKFyKiIjIgFiwYAE//OEPuXDhAu+99x7Jycns3r2bgIAAzpw5w40bN+w38/SktraW7Oxsrl27xk9/+lOmTp1qn/uLv/gLvLy8ePHFF+07kHPnziUsLIy0tDS2bdvGvn37gLuPRmpsbOxzrebmZlasWEFLSwtJSUl9BtG++hoKhtaPAERERGTQiIiIIDIykszMTN544w3a29spKioC7u4kTpgwgXHjxvV4rNFoJDMzE7PZTE5ODgkJCU7nXr58udOl7WnTpvHd736Xf//3f+fGjRv2tby9vZk+fXqPa50/f560tDSuXLnCkiVLyM7O7vUz/bm+hgLtXIqIiAwin0+a9ueLHkMRERF4eXlx4cIF4G5Iu3fn9p8qKSlhy5YtuLu7k5eXx7x58x5oLT8/P2w2G5999hleXl6YTCZCQ0N7vNmnvLyc9evXY7FYyM7OJikpqdfzftm+HhcKlyIiIoOIK+7IHqzMZjPLli0jMDCQTZs2OcxZrVZu3brFiBEjaG1tpaGhgVWrVjmdo7i4mIKCAnx8fNi8eTPBwcFONTabzf77zXfeecdpvqGhAS8vL772ta9hsVg4ffp0j2uVlZWxbt06DAYDmzZtIjo6utfPdj99DRW6LC4iIiL9wtfXFw8PD8rLy6mvr3eY279/P1arlaioKIxGI15eXsycOdOhpqKigsLCQkaNGsXu3bt7DXBubm6MGjWK8+fPU15e7jD3q1/9ioaGBubPn4/BYKC6uhqLxWJ/BNE9Fy9eJDc3Fw8PD958880+g+X99jVUaOdSRERE+s3q1avJzs4mKyuLhIQE/Pz8qKqqoqysjBkzZpCYmMjatWsJCQlxuky9bds2bDYbERER1NXVUVdX53T+e2/jefnllzl37hyvvfYa8fHxPPnkk/zud7/jV7/6FRMnTiQrKwu4e/k9MDDQ6VFC27dvx2KxEB4eTnt7O0ePHnVaKyoqCk9PzwfqayhwM5vNtoFuQkREZKjo6OhgzJgxA93GgKqrq2PPnj3U1NTQ3d1NQEAA8+bNIzk5GTc3N2JiYli5ciUvvPCC/ZjW1lanN+D05N6bdQA+/vhjdu/ezcmTJ7l27RpjxowhOjqa1NRUvvrVrwJ338ATExNjD5tw9zFIkZGRWK3WPtc6fPgw7u7uD9yXKwzm75HCpYiISD8azKFAHh2D+Xuk31yKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMt4DHQDIiIiMrQ0NTWxa9cuampq+PTTT5k8eTKJiYk8++yzTrU1NTVkZGRw6NAhAgICMJvN7N27l48++oiOjg68vb2ZPXs2GRkZPPnkk07H/+Y3v+HgwYNcunSJkSNHMn36dH7yk5/w7W9/26m2ra2NBQsW8NZbbxESEkJ3dzdvv/02H374IS0tLXh6ejJ9+nTS0tIICgpyOPZB+3qcuZnNZttANyEiIjJUdHR0MGbMmIFuY8C0tbXx4x//GKvVyqJFi/Dz8+PYsWOcOXOGFStWkJyc7FD/1ltv8dvf/pb/+T//JxaLhZSUFBoaGoiNjWXatGk0NzdTUlICwL59+5g0aZL92N27d1NUVMSsWbN49tlnuXr1KgcOHMBgMPDP//zPfPOb33RY63/9r//F9u3b+eCDD/Dw8CA7O5vKykqio6OZPXs2XV1dlJSU8Omnn1JYWEhoaCjAA/flCoP5e6SdSxEREek3O3fupKuri6KiIvvuX3x8PCkpKezdu5f4+Hi8vb3t9UajkbCwMACKi4upr69nzZo1xMfH22tiYmJITU1lx44dFBQUAPD73/+et99+m4iICDZv3ozBYAAgNDSUzMxM3n33XdasWePQm8lkIiQkhGHDhlFaWkplZSUpKSksX77cXhMXF0diYiJbt27lwIEDD9zXUKDfXIqIiEi/cXNzIywszOGyssFgYM6cOXR3d9PY2Ggf7+jo4NKlS4SHhwNQWVnJsGHDiIuLczjnU089xcSJE6murraPHTp0iDt37pCTk2MPlgDBwcGkp6fz9NNPO5zDarVSVVVlX+vkyZMALFy40KHO39+f4OBgGhoaMJvND9zXUKCdSxERkUHks6pXBrqFXnnOKfzS58jNze1xvLa2Fnd3d/z9/e1jRqMRT09PZs2aBcDGjRvp7Ox0CIsANpuNrq4u3N3/c8+sqqqKSZMm2S99W61W7ty5w4gRI1i2bJnT+jU1Ndy8eZNnnnkGgBUrVpCQkMDYsWOdajs7OwHs6z1IX0OBwqWIiMggcufT3w90C/3m+vXrXL58mYMHD1JVVcXixYsZPXq0fd5kMjFnzhyGDx8OwOjRox3m7yktLeXq1avMnTsXuBskm5qaCA8Pp7q6mh07dvC73/0OgKCgIF555RW++93vOpzDaDQyefJke7j19fXF19fXaa2zZ89y7tw5pkyZgo+PzwP1NVQMrSgtIiIig0ZeXh4pKSn8+te/JigoiNTUVPvc7du3OXXqlP33lr2pr68nPz8fg8FAWloacDe03rlzhz/84Q9kZ2czdepU/v7v/54VK1bQ2NhIVlaWPWzeYzKZ/uxa7e3tbNiwAYD09PQH7muoULgUERGRAbFgwQLy8/NZunQply5dIjk5maamJgDOnDnDjRs3+gx8tbW1LF++nGvXrpGTk8PUqVMBuHXrFgBXrlwhKyuLVatW8f3vf5+kpCTeeustPv/8cwoLC+3naWpqorGxsc+1mpubycrKoqWlhaSkJCIjIx+4r6FC4VJEREQGREREBJGRkWRmZvLGG2/Q3t5OUVERcHcnccKECYwbN67HY41GI5mZmZjNZnJyckhISLDPeXp6AndvFPriOMB3vvMdvvvd7/L//t//47PPPrOv5e3tzfTp03tc6/z586SlpXHlyhWWLFlCdnZ2r5+pr76GCv3mUkREZBBx93lqoFsYEBEREXh5eXHhwgXgbki7d+f2nyopKWHLli24u7uTl5fHvHnzHOa/+tWv4uXlhYeHByNGjHA6/utf/zo2m40bN27g6emJyWQiNDQUDw/nWFReXs769euxWCxkZ2eTlJTU62f4c30NFQqXIiIig4gr7sgerMxmM8uWLSMwMJBNmzY5zFmtVm7dusWIESNobW2loaGBVatWOZ2juLiYgoICfHx82Lx5M8HBwU41bm5uTJs2jaqqKtrb253u+P7444/x9PTEz88Pi8XC6dOne1yrrKyMdevWYTAY2LRpE9HR0b1+tvvpa6jQZXERERHpF76+vnh4eFBeXk59fb3D3P79+7FarURFRWE0GvHy8mLmzJkONRUVFRQWFjJq1Ch2797dZ4BbsGABNpuN3bt3O52jtraW6Oho3N3dqa6uxmKx2B9BdM/FixfJzc3Fw8ODN998s89g+SB9DQXauRQREZF+s3r1arKzs8nKyiIhIQE/Pz+qqqooKytjxowZJCYmsnbtWkJCQpwuU2/btg2bzUZERAR1dXXU1dU5nX/+/PkA/OAHP+D48eP88pe/5I9//CNz587l448/5l//9V8ZM2aM/a07RqORwMBAp0cJbd++HYvFQnh4OO3t7Rw9etRpraioKDw9PR+or6FA7xYXERHpR4P5ndD9pa6ujj179lBTU0N3dzcBAQHMmzeP5ORk3NzciImJYeXKlbzwwgv2Y1pbW53egNOTe2/WAfj88885ePAg77//Ph9//DHe3t6EhYWRlZVl/3+wcOFCYmJiyMrKsh93+/ZtIiMjsVqtfa51+PBh3N3dH7gvVxjM3yOFSxERkX40mEOBPDoG8/dIv7kUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZfxGOgGREREZGhpampi165d1NTU8OmnnzJ58mQSExN59tlnnWpramrIyMjg0KFDBAQEYDab2bt3Lx999BEdHR14e3sze/ZsMjIyePLJJ+3HhYaG/tk+Tp486fDvtrY2FixYwFtvvUVISAjd3d28/fbbfPjhh7S0tODp6cn06dNJS0sjKCjI4dj77WsoULgUERGRftPW1kZaWhpWq5VFixbh5+fHsWPHWLduHa2trSQnJzvUm0wmxo8fT0BAABaLhaysLBoaGoiNjWXatGk0NzdTUlLCiRMn2LdvH5MmTQLg9ddf73H9EydOcPToUb7//e87zRmNRkaOHMnMmTOx2WysWrWKyspKoqOjSUxMpKuri5KSEtLT0yksLLQH2AfpayhQuBQREZF+s3PnTrq6uigqKrLv/sXHx5OSksLevXuJj4/H29vbXm80GgkLCwOguLiY+vp61qxZQ3x8vL0mJiaG1NRUduzYQUFBAQDz5893WrutrY1t27Yxfvx4NmzY4DRvMpkICQlh2LBhlJaWUllZSUpKCsuXL7fXxMXFkZiYyNatWzlw4MAD9zUU6DeXIiIi0m/c3NwICwtzuKxsMBiYM2cO3d3dNDY22sc7Ojq4dOkS4eHhAFRWVjJs2DDi4uIczvnUU08xceJEqqur+1x78+bNfPLJJ6xduxYvLy+HOavVSlVVlX2te5fMFy5c6FDn7+9PcHAwDQ0NmM1ml/T1uNHOpYiIyCCy51d5A91Cr9J/6Lzb96Byc3N7HK+trcXd3R1/f3/7mNFoxNPTk1mzZgGwceNGOjs7MRgMDsfabDa6urpwd+99z+zkyZP83//7f5k/fz7BwcFO8zU1Ndy8eZNnnnkGgBUrVpCQkMDYsWOdajs7OwHs632Zvh5HCpciIiKDyJWO+oFuod9cv36dy5cvc/DgQaqqqli8eDGjR4+2z5tMJubMmcPw4cMBGD16tMP8PaWlpVy9epW5c+f2utY//dM/4eHhQVZWVo/zRqORyZMn28Otr68vvr6+TnVnz57l3LlzTJkyBR8fny/d1+NI4VJEREQGRF5eHsePHwcgKCiI1NRU+9zt27c5deoUL730Up/nqK+vJz8/H4PBQFpaWo81Z8+e5fz58yxYsIBvfOMbPdaYTCYiIyP7XKu9vd3+W8309PQv3dfjamjt04qIiMigsWDBAvLz81m6dCmXLl0iOTmZpqYmAM6cOcONGzfsN/P0pLa2luXLl3Pt2jVycnKYOnVqj3X/+q//CkBSUlKP801NTTQ2Nva5VnNzM1lZWbS0tJCUlNRnEL3fvh5XCpciIiIyICIiIoiMjCQzM5M33niD9vZ2ioqKgLs7iRMmTGDcuHE9Hms0GsnMzMRsNpOTk0NCQkKPdVarFaPRyNSpU5kwYUKPNSaTCW9vb6ZPn97j/Pnz50lLS+PKlSssWbKE7OzsXj/T/fb1ONNlcRERkUHkW2OGzvMQvygiIgIvLy8uXLgA3A1p9+7c/lMlJSVs2bIFd3d38vLymDdvXq/nraqq4saNGzz33HO91phMJkJDQ/HwcI5F5eXlrF+/HovFQnZ2dq+7nw/a1+NM4VJERGQQccUd2YOV2Wxm2bJlBAYGsmnTJoc5q9XKrVu3GDFiBK2trTQ0NLBq1SqncxQXF1NQUICPjw+bN2/u8c7vL6qpqQHgL/7iL3qct1gsnD59use1ysrKWLduHQaDgU2bNhEdHd3rOg/a1+NM4VJERET6ha+vLx4eHpSXl1NfX+/w1pr9+/djtVqJiorCaDTi5eXFzJkzHY6vqKigsLCQUaNGsWvXrvt6682FCxfw9PTs9ZJ4dXU1FovF/giiey5evEhubi4eHh4UFhYye/bsXtd4mL4eZwqXIiIi0m9Wr15NdnY2WVlZJCQk4OfnR1VVFWVlZcyYMYPExETWrl1LSEiI02Xqbdu2YbPZiIiIoK6ujrq6Oqfz/+mbeRobG/H39+/1WZNGo5HAwECnRwlt374di8VCeHg47e3tHD161OnYqKgoPD09H6qvx5mb2Wy2DXQTIiIiQ0VHRwdjxowZ6DYGVF1dHXv27KGmpobu7m4CAgKYN28eycnJuLm5ERMTw8qVK3nhhRfsx7S2tjq9Aacn996sc09ERARTpkzh5z//eY/1CxcuJCYmxuH5l7dv3yYyMhKr1drnWocPH8bd3f2h+vqyBvP3SOFSRESkHw3mUCCPjsH8PdKjiERERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZTwGugEREREZWpqamti1axc1NTV8+umnTJ48mcTERJ599lmn2pqaGjIyMjh06BABAQGYzWb27t3LRx99REdHB97e3syePZuMjAyefPJJh2OvXr3Kzp07MZlMfPLJJ4wdO5Yf/OAHLF26lOHDhzut1dbWxoIFC3jrrbcICQmhu7ubt99+mw8//JCWlhY8PT2ZPn06aWlpBAUFORz7IH097hQuRUREpN+0tbWRlpaG1Wpl0aJF+Pn5cezYMdatW0drayvJyckO9SaTifHjxxMQEIDFYiErK4uGhgZiY2OZNm0azc3NlJSUcOLECfbt28ekSZMAuH79OsuWLaOtrY24uDgCAwOpqqri5z//ORcuXODNN9906s1oNDJy5EhmzpyJzWZj1apVVFZWEh0dTWJiIl1dXZSUlJCenk5hYSGhoaEAD9TXUKBwKSIiIv1m586ddHV1UVRUZN/9i4+PJyUlhb179xIfH4+3t7e93mg0EhYWBkBxcTH19fWsWbOG+Ph4e01MTAypqans2LGDgoICAN5//32am5v5yU9+wo9//GMAFi5cyMaNG/nlL39JRUUFzzzzjENvJpOJkJAQhg0bRmlpKZWVlaSkpLB8+XJ7TVxcHImJiWzdupUDBw48cF9DgX5zKSIiIv3Gzc2NsLAwh8vKBoOBOXPm0N3dTWNjo328o6ODS5cuER4eDkBlZSXDhg0jLi7O4ZxPPfUUEydOpLq62j52+fJlAP7yL//SoTYqKgqAuro6h3Gr1UpVVZV9rZMnTwJ3A+kX+fv7ExwcTENDA2az+YH7Ggq0cykiIjKIvP/++wPdQq+ef/75L32O3NzcHsdra2txd3fH39/fPmY0GvH09GTWrFkAbNy4kc7OTgwGg8OxNpuNrq4u3N3/c8/s29/+NgD/8R//4XBJ+l54HTNmjMM5ampquHnzpn03c8WKFSQkJDB27FinXjs7OwHs6z1IX0OBwqWIiMgg0t7ePtAt9Jvr169z+fJlDh48SFVVFYsXL2b06NH2eZPJxJw5c+w334wePdph/p7S0lKuXr3K3Llz7WMvvPACZWVlFBYWMmLECKZMmcLZs2cpKipi0qRJ/NVf/ZXDOYxGI5MnT7aHW19fX3x9fZ3WOnv2LOfOnWPKlCn4+Pg8cF9DgcKliIiIDIi8vDyOHz8OQFBQEKmpqfa527dvc+rUKV566aU+z1FfX09+fj4Gg4G0tDT7+MiRI8nKymL9+vW8+uqr9vHx48fzj//4j3zlK19xOI/JZCIyMrLPtdrb29mwYQMA6enpD9XXUDC09mlFRERk0FiwYAH5+fksXbqUS5cukZycTFNTEwBnzpzhxo0b9pt5elJbW8vy5cu5du0aOTk5TJ061T73m9/8hp/85CfYbDZefvll8vPzWbZsGR0dHaSnp9PW1mavbWpqorGxsc+1mpubycrKoqWlhaSkpD6DaF99DQUKlyIiIjIgIiIiiIyMJDMzkzfeeIP29naKioqAuzuJEyZMYNy4cT0eazQayczMxGw2k5OTQ0JCgsP8jh07GDFiBPv27WPJkiVERkaSnp5OQUEBTU1NDndvm0wmvL29mT59eo9rnT9/nrS0NK5cucKSJUvIzs7u9TP9ub6GAl0WFxERGUR6uoFkKIiIiMDLy4sLFy4Ad0PavTu3/1RJSQlbtmzB3d2dvLw85s2b5zBvNptpb28nPDycgIAAh7ng4GC+/e1vc+rUKfuYyWQiNDQUDw/nWFReXs769euxWCxkZ2eTlJTU62f4c30NFQqXIiIig4gr7sgerMxmM8uWLSMwMJBNmzY5zFmtVm7dusWIESNobW2loaGBVatWOZ2juLiYgoICfHx82Lx5M8HBwU41Hh4euLm5cefOnR77+Pzzz7HZbMDdB6CfPn26x7XKyspYt24dBoOBTZs2ER0d3etnu5++hgpdFhcREZF+4evri4eHB+Xl5dTX1zvM7d+/H6vVSlRUFEajES8vL2bOnOlQU1FRQWFhIaNGjWL37t29Bjhvb29mzJjBqVOnuHjxotM5rly5wve+9z0AqqursVgsTg9Uv3jxIrm5uXh4ePDmm2/2GSzvt6+hws1sNtsGugkREZGhoqOjw+kZi0NJTU0N2dnZeHp6kpCQgJ+fH1VVVZSVlTFjxgx27NjB2rVrMRgMbN682eHYv/mbv6GxsZHY2FhCQkJ6PP/8+fMBuHTpEunp6dhsNhYuXMgTTzzBxYsXOXz4MD4+Pvz85z9n3LhxbNmyhbNnz/KLX/zC4TwrVqygsrKS8PBwnnvuuR7XioqKwtPT84H6cpXB/D1SuBQREelHgzkU9Je6ujr27NlDTU0N3d3dBAQEMG/ePJKTk3FzcyMmJoaVK1fywgsv2I9pbW11egNOT+69WQfg448/Zu/evVRWVvLJJ5/w9a9/nbCwMP72b//W/v9g4cKFxMTEkJWVZT/u9u3bREZGYrVa+1zr8OHDuLu7P3BfrjCYv0cKlyIiIv1oMIcCeXQM5u+RfnMpIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIu4zHQDYiIiMjQ0tTUxK5du6ipqeHTTz9l8uTJJCYm8uyzzzrV1tTUkJGRwaFDhwgICMBsNrN3714++ugjOjo68Pb2Zvbs2WRkZPDkk086HNva2srOnTupqKjAYrEwYcIEFi1axPz583vsq62tjQULFvDWW28REhJCd3c3b7/9Nh9++CEtLS14enoyffp00tLSCAoKcjj2Qfp63ClcioiISL9pa2sjLS0Nq9XKokWL8PPz49ixY6xbt47W1laSk5Md6k0mE+PHjycgIACLxUJWVhYNDQ3ExsYybdo0mpubKSkp4cSJE+zbt49JkyYB0NLSQmpqKl1dXfzwhz9k2rRpVFdXk5uby+9//3tWrlzp1JvRaGTkyJHMnDkTm83GqlWrqKysJDo6msTERLq6uigpKSE9PZ3CwkJCQ0MBHqivoUDhUkRERPrNzp076erqoqioyL77Fx8fT0pKCnv37iU+Ph5vb297vdFoJCwsDIDi4mLq6+tZs2YN8fHx9pqYmBhSU1PZsWMHBQUFALz55pt0dnbys5/9jL/+678GICEhgW984xvs37+fyMhIgoODHXozmUyEhIQwbNgwSktLqaysJCUlheXLl9tr4uLiSExMZOvWrRw4cOCB+xoK9JtLERER6Tdubm6EhYU5XFY2GAzMmTOH7u5uGhsb7eMdHR1cunSJ8PBwACorKxk2bBhxcXEO53zqqaeYOHEi1dXVAFitVoxGI9/61rccwh5AamoqAIcOHXIYt1qtVFVV2dc6efIkAAsXLnSo8/f3Jzg4mIaGBsxm8wP1NVRo51JERGQQOfDCvwx0C71adHjJlz5Hbm5uj+O1tbW4u7vj7+9vHzMajXh6ejJr1iwANm7cSGdnJwaDweFYm81GV1cX7u5398zMZjMWi4XJkyfj5ubmUPvVr36Vr33ta5w/f95hvKamhps3b/LMM88AsGLFChISEhg7dqxTr52dnQD29e63r6FC4VJERGQQaa1pGegW+s3169e5fPkyBw8epKqqisWLFzN69Gj7vMlkYs6cOQwfPhyA0aNHO8zfU1paytWrV5k7dy4Anp6eANy4ccOp9vPPP+fatWt0d3c7jBuNRiZPnmwPt76+vvj6+jodf/bsWc6dO8eUKVPw8fF5oL6GCoVLERERGRB5eXkcP34cgKCgIPsla4Dbt29z6tQpXnrppT7PUV9fT35+PgaDgbS0NAC8vb2ZNGkSZ8+epaWlhXHjxtnrjx8/zu3bt7lz547DeUwmE5GRkX2u1d7ezoYNGwBIT09/4L6GiqG1TysiIiKDxoIFC8jPz2fp0qVcunSJ5ORkmpqaADhz5gw3btyw38zTk9raWpYvX861a9fIyclh6tSp9rn09HQsFgsvv/wyFRUVNDc38+tf/5q/+7u/w8fHBw+P/9xfa2pqorGxsc+1mpubycrKoqWlhaSkpD6DaF99DQUKlyIiIjIgIiIiiIyMJDMzkzfeeIP29naKioqAuzuJEyZMcNh1/CKj0UhmZiZms5mcnBwSEhIc5r///e+zfv16/vjHP/Lyyy/zwgsvUFBQwMsvv8zUqVPtl7TvreXt7c306dN7XOv8+fOkpaVx5coVlixZQnZ2dq+f6c/1NRTosriIiMgg8o1ZPYepx11ERAReXl5cuHABuBvS7t25/adKSkrYsmUL7u7u5OXlMW/evB7rFixYwHPPPcfFixdxd3dn8uTJDB8+nL179/LEE0/Y60wmE6GhoQ67mfeUl5ezfv16LBYL2dnZJCUl9foZ7revx53CpYiIyCDiijuyByuz2cyyZcsIDAxk06ZNDnNWq5Vbt24xYsQIWltbaWhoYNWqVU7nKC4upqCgAB8fHzZv3uz0rMp7jEYjn376KfPnz3d47NF//Md/0Nrayg9/+EPg7gPQT58+3eNaZWVlrFu3DoPBwKZNm4iOju71s91vX0OBwqWIiIj0C19fXzw8PCgvL6e+vt7hrTX79+/HarUSFRWF0WjEy8uLmTNnOhxfUVFBYWEho0aNYteuXX2+9eaDDz7gN7/5DU8//TTjx48H7gbY7du3M2LECPvzK6urq7FYLPZHEN1z8eJFcnNz8fDwoLCwkNmzZ/e61oP0NRQoXIqIiEi/Wb16NdnZ2WRlZZGQkICfnx9VVVWUlZUxY8YMEhMTWbt2LSEhIU6Xqbdt24bNZiMiIoK6ujrq6uqczn/vveHJycn89re/ZcWKFfzN3/wNX/nKVzh69Cjnzp1j3bp19kcHGY1GAgMDnR4ltH37diwWC+Hh4bS3t3P06FGntRRq2QQAAQAASURBVKKiovD09HygvoYCN7PZbBvoJkRERIaKjo4OxowZM9BtDKi6ujr27NlDTU0N3d3dBAQEMG/ePJKTk3FzcyMmJoaVK1fywgsv2I9pbW11egNOT+69WQfu3oize/duzp8/z507dwgMDCQlJYXvfe979pqFCxcSExNDVlaWfez27dtERkZitVr7XOvw4cO4u7s/cF+uMJi/RwqXIiIi/WgwhwJ5dAzm75EeRSQiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLuMx0A2IiIjI0NLU1MSuXbuoqanh008/ZfLkySQmJvLss8861dbU1JCRkcGhQ4cICAjgxo0bvPPOO5SVldHe3o6/vz+xsbEkJSXh4eEYa7q7u3n33XcpLS2lo6MDf39/XnjhBRITEzEYDE5rtbW1sWDBAt566y1CQkLo7u7m7bff5sMPP6SlpQVPT0+mT59OWloaQUFBDseazWb27t3LRx99REdHB97e3syePZuM/5+9e4+r6rrz//+SmyEqUhUttTVVI/FCUq8YIALfLwZzsTgGvolE0tGqeGlEUUhqiTiYaFMJkTi2JimpdqbRmu8w8ZY6Zma81N8+iKKIg0YFgsSA5pDgUdBwEHN+f/jgfEPPOcTYE0F4Px+PPlrX/qy91t4P/nh37b32mTuXH//4x269f+2dwqWIiIjcMZ999hmzZs3i+vXrPPPMM/Tq1YsPP/yQ9PR0Ll68yHPPPdei3mQyMWDAAPr3709TUxMpKSn8z//8D7GxsTzwwAOcOHGC3/3udxQXF7N27Vp7v6+++opf/vKX5Ofn89Of/pQRI0ZQUFDAunXr+OSTT/jVr37lMDfDMLj33nsZOXIkNpuNtLQ0CgoKiI6OJiEhgUuXLpGXl0dSUhI5OTmEhIQAYLVamT9/PhUVFUyePJnhw4dTXV1NXl4ehw4dIjc3l8GDB3+3N7YdUbgUERGRO2bDhg1cunSJd955x776N3XqVGbMmMHvf/97pk6dSvfu3e31hmEQFhYGwO7duzl+/DjPP/88P/vZzwB46qmn6N69O++99x6HDx+2B77//u//xmQy8Ytf/IJ//Md/tI/z61//mvfff5/Y2FiH1UeTycS4cePw9vZmz549FBQUMGPGDBYsWGCviY2NJSEhgezsbLZu3QrAli1bKC8vZ9myZUydOtVeO3HiRGbOnMn69etbBN+OTu9cioiIyB3TpUsXwsLCWgQ7T09Pxo4dS0NDA5WVlfb2mpoaysrKCA8PB6C+vp7777+fKVOmtDjn+PHjATh9+rS97YMPPsDb25unn366RW1zKN21a1eL9uvXr1NYWGgf6/DhwwDExcW1qOvXrx+jR4+moqICi8UCQEFBAd7e3sTGxraoHTp0KIMGDeLYsWO3cGc6Dq1cioiItCOP7jK39RRc+s/Jff/uc6xYscJp+5kzZ/Dw8KBfv372NsMw8PX1ZdSoUQAkJCSQkJDgtC9AYGCgva2kpITBgwfj6+vborZ///5873vf4+TJky3ai4qKuHbtGqGhoQAsXLiQ+Ph4+vZ1vOba2loAPDxurtG9/PLL1NbWOrzHabPZuHTpkr2us1C4FBERaUeO1Fxv6yncMfX19XzyySe89957FBYWMm3aNPr06WM/bjKZGDt2LD4+Pg59rVYrFy5cYP/+/fzhD39gxIgRREVFATc38ly5csUeSv9W3759qa6ubtFmGAb333+/Pdz6+/vj7+/v0Le4uJiSkhKGDBmCn58fAH369Gkx72Z79uzh888/JyIi4pbuR0ehcCkiIiJtYuXKlezfvx+A4OBgZs6caT/W1NTEkSNHeP7555323bZtG9nZ2QB873vf48UXX8Tb2xu4GVoB7r33Xqd977nnHr788ssWbSaTicjIyFbnazabycjIACApKanV2vLycrKysvD09GTWrFmt1nY0nWudVkRERNqNn/70p2RlZfHzn/+csrIynnvuOaqqqgA4fvw4V69etW/m+VvBwcFkZWWRmpqKj48Ps2bN4uDBg8DNx9Ff/++/ZbPZWjzCrqqqorKy0uVYANXV1cyfP58LFy6QmJjYahA9c+YMCxYsoK6ujqVLlzJs2LDWb0QHo3ApIiIibWLChAlERkYyb948Vq1ahdls5p133gFuriQOHDiwxXuUXzdixAgiIyN5+umnyc3NxcfHh9deew34fyuWDQ0NTvs2NDTQrVs3+79NJhPdu3fnoYceclp/6tQpZs2axfnz55k+fTrJyckur8kwDObNm4fFYmHp0qXEx8d/843oYPRYXEREpB0ZF+Dd1lNoExMmTKBbt2589NFHwM2Q1rxz+5s07+A+ePAgFovF/r6k2ex8c5TZbG4RWk0mEyEhIQ4fYQc4cOAAy5cvx2q1kpycTGJiost55OXl8dprr+Hh4cHKlSuZNGnSLc2/o1G4FBERaUfcsSO7vbJYLMyePZugoCBWr17d4tj169dpbGyka9euXLx4kYqKCtLS0lrUpKSk8PHHH5OXl+cQBK9du4aHh4d988+IESMoLCykoaGBe+65x15XVVWFxWKxBz+r1crRo0cdxgLYu3cv6enpeHp6snr1aqKjo11e25YtW1i7di1+fn6sWbOG0aNHf7ub04HosbiIiIjcEf7+/nh5eXHgwAHKy8tbHPvTn/7E9evXiYqKwjAMunXrxsiRI1vUBAYGcuHCBXbu3NmivaioiKKiIsaNG2d/JP7YY49htVrtHzpv9i//8i8ATJ48GYBjx45htVrtnyBqVlpayooVK/Dy8uKNN95oNVjm5+eTk5NDz549eeuttzp1sAStXIqIiMgd9OKLL5KcnMz8+fOJj4+nV69eFBYWsnfvXn7yk5+QkJDAr371K8aNG+ewOjl79mxMJhNZWVmcOXOGBx54gI8//pj3338ff39/XnjhBXttTEwM27dv53e/+x3V1dUMHz6cQ4cO8d///d/8n//zf3jggQeAm4/fg4KCHD4ltG7dOqxWK+Hh4ZjNZnbv3u1wLVFRUfj6+vL6669js9mYMGECZ8+e5ezZsw61jz/+uDtu312hi8Vicb6VSkRERNyupqaGgICAtp5Gmzp79ixvv/02RUVFNDQ00L9/fyZNmsRzzz1Hly5dmDhxIikpKfzDP/yDQ99Lly7x1ltvcfDgQWpra+nduzfh4eHMnj3b4b5++eWX/P73v+fDDz/EYrHwgx/8gKlTp/LMM8/YP2weFxfHxIkTmT9/vr1fU1MTkZGRXL/e+jdHt23bhoeHh8Mv8zjT/Is/7tKe/44ULkVERO6g9hwK5O7Rnv+O9M6liIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIjcUVVVVSxfvpzJkycTERHBz3/+c/7zP//TaW1RUREhISFUVVUBcPXqVX77298SFxfHhAkTiI+PZ9OmTTQ1NbU6ZnV1NZGRkezatctlzWeffUZISAhHjhwBoKGhgQ0bNhAXF0dYWBjR0dGkpKRQUlLi0NdisZCVlcWUKVMICwsjJiaGZcuWce7cuVu8Kx2HV1tPQERERDqPzz77jFmzZnH9+nWeeeYZevXqxYcffkh6ejoXL17kueeea1FvMpkYMGAA/fv3p6mpiZSUFP7nf/6H2NhYHnjgAU6cOMHvfvc7iouLWbt2rdMxa2trSUlJ4csvv2x1boZhcO+99zJy5EhsNhtpaWkUFBQQHR1NQkICly5dIi8vj6SkJHJycggJCQHAarUyf/58KioqmDx5MsOHD6e6upq8vDwOHTpEbm4ugwcPds8NvAsoXIqIiMgds2HDBi5dusQ777xDcHAwAFOnTmXGjBn8/ve/Z+rUqXTv3t1ebxgGYWFhAOzevZvjx4/z/PPP87Of/QyAp556iu7du/Pee+9x+PBhe+BrVlRUREZGBp999tk3zs1kMjFu3Di8vb3Zs2cPBQUFzJgxgwULFthrYmNjSUhIIDs7m61btwKwZcsWysvLWbZsGVOnTrXXTpw4kZkzZ7J+/XqXwbcj0mNxERERuWO6dOlCWFiYPVgCeHp6MnbsWBoaGqisrLS319TUUFZWRnh4OAD19fXcf//9TJkypcU5x48fD8Dp06dbtK9Zs4a5c+dis9lahD5nrl+/TmFhoX2sw4cPAxAXF9eirl+/fowePZqKigosFgsABQUFeHt7Exsb26J26NChDBo0iGPHjrU6dkejlUsREZF2xHflgm8uaiNfZvzu7z7HihUrnLafOXMGDw8P+vXrZ28zDANfX19GjRoFQEJCAgkJCU77AgQGBrZoLy0tJTExkZ///Ofs37+f999/3+W8ioqKuHbtGqGhoQAsXLiQ+Ph4+vbt61BbW1sLgIfHzTW6l19+mdraWjw9PVvU2Ww2Ll26ZK/rLBQuRURE2hHP8lNtPYU7pr6+nk8++YT33nuPwsJCpk2bRp8+fezHTSYTY8eOxcfHx6Gv1WrlwoUL7N+/nz/84Q+MGDGCqKioFjW//e1vnfZ1xjAM7r//fnu49ff3x9/f36GuuLiYkpIShgwZgp+fHwB9+vRpMe9me/bs4fPPPyciIuKW5tBRKFyKiIhIm1i5ciX79+8HIDg4mJkzZ9qPNTU1ceTIEZ5//nmnfbdt20Z2djYA3/ve93jxxRfx9vZuUXOrwRJuBtnIyMhWa8xmMxkZGQAkJSW1WlteXk5WVhaenp7MmjXrlufREXSudVoRERFpN37605+SlZXFz3/+c8rKynjuuefsnxw6fvw4V69etW/m+VvBwcFkZWWRmpqKj48Ps2bN4uDBg7c1j6qqKiorK12OBTc/ZTR//nwuXLhAYmJiq0H0zJkzLFiwgLq6OpYuXcqwYcNua153K4VLERERaRMTJkwgMjKSefPmsWrVKsxmM++88w5wcyVx4MCBDu9RNhsxYgSRkZE8/fTT5Obm4uPjw2uvvXZb8zCZTHTv3p2HHnrI6fFTp04xa9Yszp8/z/Tp00lOTnZ5LsMwmDdvHhaLhaVLlxIfH39bc7qb6bG4iIhIO3Jj8PC2nkKbmDBhAt26deOjjz4Cboa05p3b36R5B/fBgwexWCxO35VsjclkIiQkBC8vx1h04MABli9fjtVqJTk5mcTERJfnycvL47XXXsPDw4OVK1cyadKkbzWPjkLhUkREpB1xx47s9spisTB79myCgoJYvXp1i2PXr1+nsbGRrl27cvHiRSoqKkhLS2tRk5KSwscff0xeXp5DELx27RoeHh7f6j1LuLkx6OjRow5jAezdu5f09HQ8PT1ZvXo10dHRLs+zZcsW1q5di5+fH2vWrGH06NHfah4diR6Li4iIyB3h7++Pl5cXBw4coLy8vMWxP/3pT1y/fp2oqCgMw6Bbt26MHDmyRU1gYCAXLlxg586dLdqLioooKipi3Lhx3Hvvvd9qTseOHcNqtdo/QdSstLSUFStW4OXlxRtvvNFqsMzPzycnJ4eePXvy1ltvdepgCVq5FBERkTvoxRdfJDk5mfnz5xMfH0+vXr0oLCxk7969/OQnPyEhIYFf/epXjBs3zmF1cvbs2ZhMJrKysjhz5gwPPPAAH3/8Me+//z7+/v688MIL33o+hmEQFBTk8CmhdevWYbVaCQ8Px2w2s3v3boe+UVFR+Pr68vrrr2Oz2ZgwYQJnz57l7NmzDrWPP/74t57b3UrhUkRERO6YUaNG8c477/D222+zdetWGhoa6N+/P3PnzuW5556jS5cuFBYWkpKS4tC3V69ebNy4kbfeeouDBw+yfft2evfuzZNPPsns2bMJCAj41vPJz89n4sSJLdqamprsv6pjGAaGYTjtu23bNi5fvmz/VaFdu3axa9cup7WdKVx2sVgstraehIiISGdRU1NzWyFI5Ova89+R3rkUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUERGRNnPjxg3mzJlDSEiI0+NFRUWEhIRQVVXlcKyuro7Jkyfz9ttvuzx/Y2MjERER7NixA4CmpibeffddEhISeOSRR4iKimLevHnk5+c79G1oaGDDhg3ExcURFhZGdHQ0KSkplJSU3ObVdg4KlyIiItJmNm3aRHFxscvjJpOJAQMG0L9//xbtDQ0NpKamYjabWz3/0aNHaWhoIDQ0FIBXX32VN954gz59+pCcnMzMmTMxm80sXryYXbt22fvZbDbS0tLYuHEjQUFBLFmyhGnTpvHRRx+RlJTE4cOH/46r7ti82noCIiIi0jmdPHmS3NxcfHx8aGxsdFpjGAZhYWEt2srLy3nppZcoLy//xjFMJhNBQUEEBARw4sQJduzYQUxMDK+88oq9Ji4ujunTp5OTk8OkSZPw9vbmww8/pKCggBkzZrBgwQJ7bWxsLAkJCWRnZ7N169bbvPKOTSuXIiIicsddu3aNjIwMQkNDCQ4OdlpTU1NDWVkZ4eHh9rZNmzaRmJhITU0Nzz777DeOYzKZ7OG0ebUxLi6uRU337t2JjIzkypUrlJaWtlrbr18/Ro8eTUVFBRaL5dYutpPRyqWIiEg78mXh4raegku+Y3Pcdq7s7Gzq6+tJT08nPT3daY1hGPj6+jJq1Ch725kzZ5g8eTJz586lsrKSzZs3uxzj008/5fz58/ZwOW3aNCIiIrjvvvscamtrawHw9PQEYOHChcTHx9O3b1+XtR4eWqNzRuFSRESkHfnqyum2nsJ3bt++fezcuZOsrCx69+7tss5kMjF27Fh8fHzsbZmZmfZ/V1ZWtjqOYRj4+fnx4IMPAjdXKIOCghzqqqqq2L9/Pz179mTw4MEA+Pv74+/v71BbXFxMSUkJQ4YMwc/P7xuvtTNS5BYREZE7xmw2s2rVKmJjY4mMjHRZ19TUxJEjRxzet/x60PwmhmEwfvx4+2qkM/X19SxbtozGxkZmz56Nl5frdTez2UxGRgYASUlJtzyPzkbhUkRERO4Im81GZmYmPXr0YMmSJa3WHj9+nKtXrzqEy1vV0NBAUVFRq/0vX75McnIyp0+fZuLEiTz99NMua6urq5k/fz4XLlwgMTGx1WDc2emxuIiIiNwRmzdvprCwkKysLBobG+07xJuamgCwWCx4eHjg5+eHyWRi4MCBBAYG3tZYhYWFNDY22j9B9LfOnz9PSkoKn3zyCY8++iiZmZl06dLFae2pU6dYunQpX3zxBdOnTyc5Ofm25tRZKFyKiIi0Ix5+Q9t6Ct+ZgwcPYrPZSE1NdXo8JiaGwMBAtm/fjmEYLXaJf1smk4mhQ4fSq1cvh2MnTpwgNTUVi8XCtGnTWLx4scvNOQcOHGD58uVYrVaSk5NJTEy87Tl1FgqXIiIi7Yg7d2S3N4sWLaKurs6hPScnh7KyMtavX0/Xrl25ePEiFRUVpKWl3fZYJpOJJ554wqG9uLiY5ORkrFar/cPoruzdu5f09HQ8PT1ZvXo10dHRtz2fzkThUkRERO6IYcOGOW1v3nXd/BOQeXl5dOvWjZEjR97WOOfOnaO6utrhkXhNTQ1paWk0NDSQmZnJY4895vIcpaWlrFixAi8vL3JychgzZsxtzaUzUrgUERGRdsVkMjFu3LhWd263xjAM/P39GTFiRIv23NxcLBYLwcHB2Gw2du/e7dA3JCSE3r17s27dOqxWK+Hh4ZjNZqe1UVFR+Pr63tYcOzKFSxEREWk3rl+/TmFhISkpKbd9jvz8fB5++GGH9ygLCgoAKCkpoaSkxGnfDRs20LNnT44dOwbcDKqGYTit3bZtm8KlE10sFoutrSchIiLSWdTU1BAQENDW05C7XHv+O9J3LkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRUREpM3cuHGDOXPmEBIS4vR4UVERISEhVFVVAWCxWMjKymLKlCmEhYURExPDsmXLOHfunNP+jY2NREREsGPHDgCampp49913SUhI4JFHHiEqKop58+aRn5/v0LehoYENGzYQFxdHWFgY0dHRpKSkUFJS4p6L76AULkVERKTNbNq0ieLiYpfHTSYTAwYMoH///litVubPn09eXh7jxo0jNTWV2NhYDh06xMyZMykvL3fof/ToURoaGggNDQXg1Vdf5Y033qBPnz4kJyczc+ZMzGYzixcvZteuXfZ+NpuNtLQ0Nm7cSFBQEEuWLGHatGl89NFHJCUlcfjwYfffjA7Cq60nICIiIp3TyZMnyc3NxcfHh8bGRqc1hmEQFhYGwJYtWygvL2fZsmVMnTrVXjNx4kRmzpzJ+vXrWbt2bYv+JpOJoKAgAgICOHHiBDt27CAmJoZXXnnFXhMXF8f06dPJyclh0qRJeHt78+GHH1JQUMCMGTNYsGCBvTY2NpaEhASys7PZunWrO29Hh6GVSxEREbnjrl27RkZGBqGhoQQHBzutqampoaysjPDwcAAKCgrw9vYmNja2Rd3QoUMZNGgQx44dcziHyWSyh9Pm1ca4uLgWNd27dycyMpIrV65QWlraam2/fv0YPXo0FRUVWCyWb3nVnYNWLkVERNqRtz9Y2dZTcCnpyQy3nSs7O5v6+nrS09NJT093WmMYBr6+vowaNQqAl19+mdraWjw9PVvU2Ww2Ll26hIdHyzWzTz/9lPPnz9vD5bRp04iIiOC+++5zGKu2thbAfu6FCxcSHx9P3759Xdb+7Xhyk8KliIhIO3K+xvG9wY5m37597Ny5k6ysLHr37u2yzmQyMXbsWHx8fADo06cPffr0cajbs2cPn3/+ORERES3aDcPAz8+PBx98ELi5QhkUFOTQv6qqiv3799OzZ08GDx4MgL+/P/7+/g61xcXFlJSUMGTIEPz8/G75mjsTRW4RERG5Y8xmM6tWrSI2NpbIyEiXdU1NTRw5csS+6uhKeXk5WVlZeHp6MmvWrBbHDMNg/PjxDiudX1dfX8+yZctobGxk9uzZeHm5Xnczm81kZNxcvU1KSmp1Xp2ZwqWIiIjcETabjczMTHr06MGSJUtarT1+/DhXr15tNVyeOXOGBQsWUFdXx9KlSxk2bJj9WENDA0VFRa32v3z5MsnJyZw+fZqJEyfy9NNPu6ytrq5m/vz5XLhwgcTExFaDcWencCkiIiJ3xObNmyksLCQlJYXGxkYsFgsWi4Wmpibg5jcsr1y5Atx8JD5w4EACAwOdnsswDObNm4fFYmHp0qXEx8e3OF5YWEhjY6P9E0R/6/z588yaNYuSkhIeffRRVq5cSZcuXZzWnjp1ilmzZnH+/HmmT59OcnLy7d6CTkHvXIqIiLQjPwoY3NZT+M4cPHgQm81Gamqq0+MxMTEEBgayfft2DMOw7xL/W3l5ebz22mt4eHiwcuVKJk2a5FBjMpkYOnQovXr1cjh24sQJUlNTsVgsTJs2jcWLF7vcnHPgwAGWL1+O1WolOTmZxMTEb3HFnZPCpYiISDvizh3Z7c2iRYuoq6tzaM/JyaGsrIz169fTtWtXLl68SEVFBWlpaQ61W7ZsYe3atfj5+bFmzRpGjx7tdCyTycQTTzzh0F5cXExycjJWq9X+YXRX9u7dS3p6Op6enqxevZro6OhvcbWdl8KliIiI3BFffyfy65p3XTf/BGReXh7dunVj5MiRLery8/PJycmhZ8+evPnmm/ad3X/r3LlzVFdXOzwSr6mpIS0tjYaGBjIzM3nsscdczrW0tJQVK1bg5eVFTk4OY8aMudXL7PQULkVERKRdMZlMjBs3zmHn9uuvv47NZmPChAmcPXuWs2fPOvR9/PHHMQwDf39/RowY0eJYbm4uFouF4OBgbDYbu3fvdugfEhJC7969WbduHVarlfDwcMxms9PaqKgofH19/86r7XgULkVERKTduH79un3Tz9ddvHiRyspKAHbt2tXid8C/7vHHHyc/P5+HH37Y4T3KgoICAEpKSigpKXHaf8OGDfTs2dP+az+GYWAYhtPabdu2KVw60cVisdjaehIiIiKdRU1NDQEBAW09DbnLtee/I32KSERERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERE2syNGzeYM2cOISEhTo8XFRUREhJCVVUVAFevXuW3v/0tcXFxTJgwgfj4eDZt2kRTU5PT/o2NjURERLBjxw4AmpqaePfdd0lISOCRRx4hKiqKefPmkZ+f79C3oaGBDRs2EBcXR1hYGNHR0aSkpFBSUuKmq++YFC5FRESkzWzatIni4mKXx00mEwMGDKB///40NTWRkpLCn/70J8aOHUtKSgrBwcH87ne/Iy0tzWn/o0eP0tDQQGhoKACvvvoqb7zxBn369CE5OZmZM2diNptZvHgxu3btsvez2WykpaWxceNGgoKCWLJkCdOmTeOjjz4iKSmJw4cPu/dGdCBebT0BERER6ZxOnjxJbm4uPj4+NDY2Oq0xDIOwsDAAdu/ezfHjx3n++ef52c9+BsBTTz1F9+7dee+99zh8+LDDCqjJZCIoKIiAgABOnDjBjh07iImJ4ZVXXrHXxMXFMX36dHJycpg0aRLe3t58+OGHFBQUMGPGDBYsWGCvjY2NJSEhgezsbLZu3eruW9IhaOVSRERE7rhr166RkZFBaGgowcHBTmtqamooKysjPDwcgPr6eu6//36mTJnSom78+PEAnD592uEcJpPJHk6bVxvj4uJa1HTv3p3IyEiuXLlCaWlpq7X9+vVj9OjRVFRUYLFYvs0ldxpauRQREWlHtm/f3tZTcOlvQ93fIzs7m/r6etLT00lPT3daYxgGvr6+jBo1CoCEhAQSEhIc6s6cOQNAYGBgi/ZPP/2U8+fP28PltGnTiIiI4L777nM4R21tLQCenp4ALFy4kPj4ePr27euy1sNDa3TOKFyKiIi0I2azua2n8J3bt28fO3fuJCsri969e7usM5lMjB07Fh8fH4djVquVCxcusH//fv7whz8wYsQIoqKiWtQYhoGfnx8PPvggcHOFMigoyOFcVVVV7N+/n549ezJ48GAA/P398ff3d6gtLi6mpKSEIUOG4Ofn9y2uuvNQuBQREZE7xmw2s2rVKmJjY4mMjHRZ19TUxJEjR3j++eedHt+2bRvZ2dkAfO973+PFF1/E29u7RY1hGIwfP96+GulMfX09y5Yto7GxkYULF+Ll5Toamc1mMjIyAEhKSnJZ19lpPVdERETuCJvNRmZmJj169GDJkiWt1h4/fpyrV6/aH2n/reDgYLKyskhNTcXHx4dZs2Zx8OBB+/GGhgaKiopc9ge4fPkyycnJnD59mokTJ/L000+7rK2urmb+/PlcuHCBxMTEVoNxZ6eVSxEREbkjNm/eTGFhIVlZWTQ2Ntp3iDd/o9JiseDh4YGfnx8mk4mBAwc6vEfZbMSIEfb/HRkZybRp03jttdeYMGECAIWFhTQ2Nto/QfS3zp8/T0pKCp988gmPPvoomZmZdOnSxWntqVOnWLp0KV988QXTp08nOTn5tu9BZ6BwKSIi0o4420DSURw8eBCbzUZqaqrT4zExMQQGBrJ9+3YMw7DvEv8mzTu4Dx48iMViwd/fH5PJxNChQ+nVq5dD/YkTJ0hNTcVisTBt2jQWL17scnPOgQMHWL58OVarleTkZBITE2/9gjsphUsREZF2xJ07stubRYsWUVdX59Cek5NDWVkZ69evp2vXrly8eJGKigqHD6OnpKTw8ccfk5eX5/Bu5LVr1/Dw8LBv/jGZTDzxxBMOYxUXF5OcnIzVarV/GN2VvXv3kp6ejqenJ6tXryY6Ovp2LrvTUbgUERGRO2LYsGFO25t3XTd/AD0vL49u3boxcuTIFnWBgYEYhsHOnTuZOnWqvb2oqIiioiLGjRvHvffey7lz56iurnZ4JF5TU0NaWhoNDQ1kZmby2GOPuZxraWkpK1aswMvLi5ycHMaMGXM7l9wpKVyKiIhIu2IymRg3bpzD6uTs2bMxmUxkZWVx5swZHnjgAT7++GPef/99/P39eeGFF4Cbu8T9/f1bvJcJkJubi8ViITg4GJvNxu7dux3GDgkJoXfv3qxbtw6r1Up4eDhms9lpbVRUFL6+vm688o5B4VJERETajevXr1NYWEhKSorDsV69erFx40beeustDh48yPbt2+nduzdPPvkks2fPJiAgAID8/Hwefvhhh/coCwoKACgpKaGkpMTp+Bs2bKBnz54cO3YMuBlUDcNwWrtt2zaFSye6WCwWW1tPQkREpLOoqamxhyCR29We/470nUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxEREWkzN27cYM6cOYSEhDg9XlRUREhICFVVVU6P//a3vyUkJISjR486Pd7Y2EhERAQ7duwAoKmpiXfffZeEhAQeeeQRoqKimDdvHvn5+Q59Gxoa2LBhA3FxcYSFhREdHU1KSgolJSW3ebWdg8KliIiItJlNmzZRXFzs8rjJZGLAgAH079/f4dixY8f413/911bPf/ToURoaGggNDQXg1Vdf5Y033qBPnz4kJyczc+ZMzGYzixcvZteuXfZ+NpuNtLQ0Nm7cSFBQEEuWLGHatGl89NFHJCUlcfjw4du84o7Pq60nICIiIp3TyZMnyc3NxcfHh8bGRqc1hmEQFhbm0F5XV8c//dM/4eXl5bIv3AynQUFBBAQEcOLECXbs2EFMTAyvvPKKvSYuLo7p06eTk5PDpEmT8Pb25sMPP6SgoIAZM2awYMECe21sbCwJCQlkZ2ezdevWv+PqOy6tXIqIiMgdd+3aNTIyMggNDSU4ONhpTU1NDWVlZYSHhzsc+81vfsNXX33FU0891eo4JpPJHk6bVxvj4uJa1HTv3p3IyEiuXLlCaWlpq7X9+vVj9OjRVFRUYLFYvvlCOyGtXIqIiLQjW//h3baegkvPbJvutnNlZ2dTX19Peno66enpTmsMw8DX15dRo0a1aP/LX/7Cf/7nf/LP//zPHD9+3OUYn376KefPn7eHy2nTphEREcF9993nUFtbWwuAp6cnAAsXLiQ+Pp6+ffu6rPXw0BqdMwqXIiIi7cjFogttPYXv3L59+9i5cydZWVn07t3bZZ3JZGLs2LH4+PjY26qqqsjKymLatGmEhIS0Gi4Nw8DPz48HH3wQuLlCGRQU5FBXVVXF/v376dmzJ4MHDwbA398ff39/h9ri4mJKSkoYMmQIfn5+t3jFnYsit4iIiNwxZrOZVatWERsbS2RkpMu6pqYmjhw50uJ9yxs3bvBP//RP9OvXr8V7kK4YhsH48ePtq5HO1NfXs2zZMhobG5k9ezZeXq7X3cxmMxkZGQAkJSV94/idlcKliIiI3BE2m43MzEx69OjBkiVLWq09fvw4V69ebREuN27cyKlTp1i5ciVdu3ZttX9DQwNFRUVONwM1u3z5MsnJyZw+fZqJEyfy9NNPu6ytrq5m/vz5XLhwgcTExFaDcWenx+IiIiJyR2zevJnCwkKysrJobGy07/JuamoCwGKx4OHhgZ+fHyaTiYEDBxIYGAhASUkJ77zzDtOnT6dv3772zTQNDQ3AzRVIi8WCn58fHh4eFBYW0tjYaP8E0d86f/48KSkpfPLJJzz66KNkZmbSpUsXp7WnTp1i6dKlfPHFF0yfPp3k5GR33pYOR+FSRESkHfn+qMC2nsJ35uDBg9hsNlJTU50ej4mJITAwkO3bt2MYRotd4iaTiRs3bvAv//Iv/Mu//ItD37S0NAC2bdvGD37wA0wmE0OHDqVXr14OtSdOnCA1NRWLxcK0adNYvHixy805Bw4cYPny5VitVpKTk0lMTLydS+9UFC5FRETaEXfuyG5vFi1aRF1dnUN7Tk4OZWVlrF+/nq5du3Lx4kUqKirsgRHgySefZOTIkQ59P/jgA3bv3s2iRYsYMmSIfYOQyWTiiSeecKgvLi4mOTkZq9Vq/zC6K3v37iU9PR1PT09Wr15NdHT0bVx156NwKSIiInfEsGHDnLY377pu/gnIvLw8unXr1iJM9u/f3+mv9DTvFh86dChjxowB4Ny5c1RXVzs8Eq+pqSEtLY2GhgYyMzN57LHHXM61tLSUFStW4OXlRU5Ojv3c8s0ULkVERKRdMZlMjBs3rtWd260xDAN/f39GjBjRoj03NxeLxUJwcDA2m43du3c79A0JCaF3796sW7cOq9VKeHg4ZrPZaW1UVBS+vr63NceOTOFSRERE2o3r169TWFhISkrKbZ8jPz+fhx9+2OE9yoKCAuDm5qCSkhKnfTds2EDPnj05duwYcDOoGobhtHbbtm0Kl050sVgstraehIiISGdRU1NDQEBAW09D7nLt+e9I37kUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUERGRNnPjxg3mzJlDSEiI0+NFRUWEhIRQVVUFwO7duwkJCXH6n8zMTIf+jY2NREREsGPHDgCampp49913SUhI4JFHHiEqKop58+aRn5/v0LehoYENGzYQFxdHWFgY0dHRpKSkUFJS4sY70PF4tfUEREREpPPatGkTxcXFLo+bTCYGDBhA//79ASgtLQXgV7/6FV27dm1R21zzdUePHqWhoYHQ0FAAXn31VXbs2MH48eOZOnUqX375Jdu3b2fx4sUsX76cyZMnA2Cz2UhLS6OgoIDo6GgSEhK4dOkSeXl5JCUlkZOT4zIQd3YKlyIiItImTp48SW5uLj4+PjQ2NjqtMQyDsLAw+79LS0vp1asX//AP/3BLY5hMJoKCgggICODEiRPs2LGDmJgYXnnlFXtNXFwc06dPJycnh0mTJuHt7c2HH35IQUEBM2bMYMGCBfba2NhYEhISyM7OZuvWrbd34R2cHouLiIjIHXft2jUyMjIIDQ0lODjYaU1NTQ1lZWWEh4fb28rKyhg0aNAtj2Mymezh9PDhw8DNMPl13bt3JzIykitXrthXRl3V9uvXj9GjR1NRUYHFYrnleXQmWrkUERFpRx7dZW7rKbj0n5P7uu1c2dnZ1NfXk56eTnp6utMawzDw9fVl1KhRANTW1vLFF18wceJEAK5fv47NZsPHx8dp/08//ZTz58/bw+W0adOIiIjgvvvuc6itra0FwNPTE4CFCxcSHx9P376O19xc6+GhNTpnFC5FRETakSM119t6Ct+5ffv2sXPnTrKysujdu7fLOpPJxNixY+3hsXlV8eLFi/zsZz+jtLSUr776imHDhvGLX/yCcePGtehvGAZ+fn48+OCDwM0VyqCgIIdxqqqq2L9/Pz179mTw4MEA+Pv74+/v71BbXFxMSUkJQ4YMwc/P77auv6NT5BYREZE7xmw2s2rVKmJjY4mMjHRZ19TUxJEjR1q8b1lWVgbcDHjR0dGsWbOG5ORkLl68SHJyMgcPHmxxDsMwGD9+vH010pn6+nqWLVtGY2Mjs2fPxsvL9bqb2WwmIyMDgKSkpFu63s5IK5ciIiJyR9hsNjIzM+nRowdLlixptfb48eNcvXq1RbgcPnw4M2fOZPLkyfzoRz+yt//v//2/SUhI4De/+Q3h4eF4eHjQ0NBAUVERv/zlL12OcfnyZVJSUjh9+jQTJ07k6aefdllbXV3NwoULuXDhAomJia0G485O4VJERETuiM2bN1NYWEhWVhaNjY32HeJNTU0AWCwWPDw88PPzw2QyMXDgQAIDA+39R40aZX//8usCAwOJjIxk9+7dVFRUMHjwYAoLC2lsbLR/guhvnT9/npSUFD755BMeffRRMjMz6dKli9PaU6dOsXTpUr744gumT59OcnLy33srOjSFSxERkXZkXIB3W0/hO3Pw4EFsNhupqalOj8fExBAYGMj27dsxDKPFLvFv0vzu5tWrV4Gb72sOHTqUXr16OdSeOHGC1NRULBYL06ZNY/HixS435xw4cIDly5djtVpJTk4mMTHxlufUWSlcioiItCPu3JHd3ixatIi6ujqH9pycHMrKyli/fj1du3bl4sWLVFRUkJaW1qIuNTWVjz/+mM2bN3PPPfe0OFZRUQHAD3/4Q+BmuHziiSccxiouLiY5ORmr1cqSJUuYNm2ay/nu3buX9PR0PD09Wb16NdHR0d/6mjsjhUsRERG5I4YNG+a0vXnXdfMv3uTl5dGtWzdGjhzZoq5Pnz789a9/Zdu2bS1C4dGjRzGZTISHh9OrVy/OnTtHdXW1wyPxmpoa0tLSaGhoIDMzk8cee8zlXEtLS1mxYgVeXl7k5OQwZsyY27nkTknhUkRERNoVk8nEuHHjHHZuz5kzB5PJxBtvvEFpaSkjRoygoqKCf//3fycgIMC+0mkYBv7+/owYMaJF/9zcXCwWC8HBwdhsNnbv3u0wdkhICL1792bdunVYrVbCw8Mxm81Oa6OiovD19XXjlXcMCpciIiLSbly/fp3CwkJSUlIcjvXu3ZuNGzfy9ttvYxgGf/nLX+jVqxdPPvkkc+bMISAgAID8/Hwefvhhh/coCwoKACgpKaGkpMTp+Bs2bKBnz54cO3YMuBlUDcNwWrtt2zaFSye6WCwWW1tPQkREpLOoqamxhyCR29We/470EXURERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxEREWkzN27cYM6cOYSEhDg9XlRUREhICFVVVfa2/Px85s+fz//6X/+LiRMnsnDhQk6ePOm0f2NjIxEREezYsQOApqYm3n33XRISEnjkkUeIiopi3rx55OfnO/RtaGhgw4YNxMXFERYWRnR0NCkpKZSUlLjhyjsuhUsRERFpM5s2baK4uNjlcZPJxIABA+jfvz8A27dvZ/HixVy+fJl58+aRmJhIaWkpc+fO5dSpUw79jx49SkNDA6GhoQC8+uqrvPHGG/Tp04fk5GRmzpyJ2Wxm8eLF7Nq1y97PZrORlpbGxo0bCQoKYsmSJUybNo2PPvqIpKQkDh8+7OY70XF4tfUEREREpHM6efIkubm5+Pj40NjY6LTGMAzCwsIAMJvNZGdnM3ToUN566y3uueceAKKjo3nmmWd48803WbduXYv+JpOJoKAgAgICOHHiBDt27CAmJoZXXnnFXhMXF8f06dPJyclh0qRJeHt78+GHH1JQUMCMGTNYsGCBvTY2NpaEhASys7PZunWru29Jh6CVSxEREbnjrl27RkZGBqGhoQQHBzutqampoaysjPDwcAD+8pe/0NDQwKJFi+zBEuBHP/oRixYtYvz48Q7nMJlM9nDavNoYFxfXoqZ79+5ERkZy5coVSktLW63t168fo0ePpqKiAovFchtX3vFp5VJERKQd8V254JuL2siXGb9z27mys7Opr68nPT2d9PR0pzWGYeDr68uoUaMAKCwspHv37vzkJz8Bbr4/2dTUxD333MMzzzzj0P/TTz/l/Pnz9nA5bdo0IiIiuO+++xxqa2trAfD09ARg4cKFxMfH07dvX5e1Hh5ao3NG4VJERKQd8Sx3fG+wo9m3bx87d+4kKyuL3r17u6wzmUyMHTsWHx8fAM6dO8f3v/99Pv74Y9atW0dhYSE3btxg8ODBPP/88/YVzmaGYeDn58eDDz4I3FyhDAoKchinqqqK/fv307NnTwYPHgyAv78//v7+DrXFxcWUlJQwZMgQ/Pz8bvcWdGiK3CIiInLHmM1mVq1aRWxsLJGRkS7rmpqaOHLkiH3VEeDKlStcuXKFpKQk/P39eeWVV3jhhRe4evUqS5cuZf/+/S3OYRgG48ePt69GOlNfX8+yZctobGxk9uzZeHm5Xnczm81kZGQAkJSUdItX3PkoXIqIiMgdYbPZyMzMpEePHixZsqTV2uPHj3P16tUW4fL69euYzWaefPJJXn75ZaKjo4mPjyc3NxdfX1+ys7Ox2WzAzc8IFRUVtej/ty5fvkxycjKnT59m4sSJPP300y5rq6urmT9/PhcuXCAxMbHVYNzZKVyKiIjIHbF582YKCwtJSUmhsbERi8WCxWKhqakJAIvFwpUrV4Cbj8QHDhxIYGCgvX/zJp6/fb+yb9++RERE8Nlnn3Hu3Dng5vuZjY2N9k8Q/a3z588za9YsSkpKePTRR1m5ciVdunRxWnvq1ClmzZrF+fPnmT59OsnJyX/Xfejo9M6liIhIO3Jj8PC2nsJ35uDBg9hsNlJTU50ej4mJITAwkO3bt2MYhsM7lP369ePjjz92+p5mc1t9fT1wM5wOHTqUXr16OdSeOHGC1NRULBYL06ZNY/HixS435xw4cIDly5djtVpJTk4mMTHxW11zZ6RwKSIi0o64c0d2e7No0SLq6uoc2nNycigrK2P9+vV07dqVixcvUlFRQVpaWou64OBgPv74Y8rKynjooYdaHPv0008B7CudJpOJJ554wmGs4uJikpOTsVqt9g+ju7J3717S09Px9PRk9erVREdHf+tr7owULkVEROSOGDZsmNP25l3XzT8BmZeXR7du3Rg5cmSLup/+9Kfs2LGD3//+9+Tk5Ng36pSXl/P//X//H2PGjKFPnz6cO3eO6upqh0fiNTU1pKWl0dDQQGZmJo899pjLuZaWlrJixQq8vLzIyclhzJgxt3vZnY7CpYiIiLQrJpOJcePGOezc/slPfsL06dN59913SUpK4vHHH6e2tpatW7fStWtX++N2wzDw9/dnxIgRLfrn5uZisVgIDg7GZrOxe/duh7FDQkLo3bs369atw2q1Eh4ejtlsdlobFRWFr6+vG6+8Y1C4FBERkXbj+vXr9k0/zixatIj777+f9957jzfeeIN77rmHcePGMW/ePH784x8DkJ+fz8MPP+zwHmVBQQEAJSUllJSUOD3/hg0b6NmzJ8eOHQNuBlXDMJzWbtu2TeHSiS4Wi8XW1pMQERHpLGpqaggICGjrachdrj3/HelTRCIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNl5tPQERERHpvG7cuMG8efMoLi7m8OHDDseLioqYO3cu77//PgsWLODChQutnm/btm384Ac/sP+7sbGRiRMnkpqaSmxsLE1NTWzdupVdu3Zx/vx5vLy8GDp0KP/4j/9IaGhoi3M1NDSwceNG/uu//osLFy7g6+vLQw89xKxZswgODnbPDeiAFC5FRESkzWzatIni4mKXx00mEwMGDKB///6kpKTw5ZdfOtR89NFH/PnPfyY4OJi+ffu2OHb06FEaGhrswfHVV19lx44djB8/nqlTp/Lll1+yfft2Fi9ezPLly5k8eTIANpuNtLQ0CgoKiI6OJiEhgUuXLpGXl0dSUhI5OTmEhIS48U50HAqXIiIi0iZOnjxJbm4uPj4+NDY2Oq0xDIOwsDAAoqKiHI5fvXqV3Nxc/P39+fWvf42XV8toYzKZCAoKIiAggBMnTrBjxw5iYmJ45ZVX7DVxcXFMnz6dnJwcJk2ahLe3Nx9++CEFBQXMmDGDBQsW2GtjY2NJSEggOzubrVu3uuEudDx651JERETuuGvXrpGRkUFoaKjLR8w1NTWUlZURHh7u8jwbNmzg/PnzLF68mH79+jkcN5lM9nDa/Ng9Li6uRU337t2JjIzkypUrlJaWtlrbr18/Ro8eTUVFBRaL5dYutpPRyqWIiEg78mXh4raegku+Y3Pcdq7s7Gzq6+tJT08nPT3daY1hGPj6+jJq1CinxysqKsjLy2PkyJE88cQTDsc//fRTzp8/bw+X06ZNIyIigvvuu8+htra2FgBPT08AFi5cSHx8vMNj9q/Xenhojc4ZhUsREZF25Ksrp9t6Ct+5ffv2sXPnTrKysujdu7fLOpPJxNixY/Hx8XF6/O233+bGjRs8//zzTo8bhoGfnx8PPvggcHOFMigoyKGuqqqK/fv307NnTwYPHgyAv78//v7+DrXFxcWUlJQwZMgQ/Pz8vulSOyVFbhEREbljzGYzq1atIjY2lsjISJd1TU1NHDlyxL7q+LcuXLjA/v37GTNmDA899JDTGsMwGD9+vH010pn6+nqWLVtGY2Mjs2fPdnhn82/nnpGRAUBSUpLLus5O4VJERETuCJvNRmZmJj169GDJkiWt1h4/fpyrV6+6DJfvv/8+N27c4Gc/+5nT4w0NDRQVFbnsD3D58mWSk5M5ffo0EydO5Omnn3ZZW11dzfz587lw4QKJiYmtBuPOTo/FRURE5I7YvHkzhYWFZGVl0djYaN8h3tTUBIDFYsHDwwM/Pz9MJhMDBw4kMDDQ6bn27t1Lr169XH4OqLCwkMbGRodvVzY7f/48KSkpfPLJJzz66KNkZmbSpUsXp7WnTp1i6dKlfPHFF0yfPp3k5ORve+mdisKliIhIO+LhN7Stp/CdOXjwIDabjdTUVKfHY2JiCAwMZPv27RiG4XKX+Llz5/jkk094+umnXT7yNplMDB06lF69ejkcO3HiBKmpqVgsFqZNm8bixYtdbs45cOAAy5cvx2q1kpycTGJi4i1ebeelcCkiItKOuHNHdnuzaNEi6urqHNpzcnIoKytj/fr1dO3alYsXL1JRUUFaWprT8xQVFQHw8MMPuxzLZDI53UFeXFxMcnIyVquVJUuWMG3aNJfn2Lt3L+np6Xh6erJ69Wqio6O/6RIFhUsRERG5Q4YNG+a0vXnXdfMj7ry8PLp168bIkSOd1n/00Uetnu/cuXNUV1c7PBKvqakhLS2NhoYGMjMzeeyxx1zOtbS0lBUrVuDl5UVOTg5jxoxp9drk/1G4FBERkXbFZDIxbtw4lzu3Kysr6dq1q8vPGBmGgb+/PyNGjGjRnpubi8ViITg4GJvNxu7dux36hoSE0Lt3b9atW4fVaiU8PByz2ey0NioqCl9f39u4wo5N4VJERETajevXr1NYWEhKSorLGovFQvfu3V0ez8/P5+GHH3Z4j7KgoACAkpISSkpKnPbdsGEDPXv25NixY8DNoGoYhtPabdu2KVw60cVisdjaehIiIiKdRU1NDQEBAW09DbnLtee/I33nUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERE2syNGzeYM2cOISEhTo8XFRUREhJCVVUVAFevXuX1118nNjaWsLAwJk+eTFZWFvX19U77NzY2EhERwY4dOwBoamri3XffJSEhgUceeYSoqCjmzZtHfn6+Q9+GhgY2bNhAXFwcYWFhREdHk5KSQklJiZuuvmNSuBQREZE2s2nTJoqLi10eN5lMDBgwgP79+9PU1MTzzz/Pn//8Zx566CFSU1MJDQ0lLy+PefPmYbVaHfofPXqUhoYGQkNDAXj11Vd544036NOnD8nJycycOROz2czixYvZtWuXvZ/NZiMtLY2NGzcSFBTEkiVLmDZtGh999BFJSUkcPnzY/Tejg/Bq6wmIiIhI53Ty5Elyc3Px8fGhsbHRaY1hGISFhQHw17/+lZMnT/LUU0/xy1/+0l7Tr18/3n77bT744AOeeuqpFv1NJhNBQUEEBARw4sQJduzYQUxMDK+88oq9Ji4ujunTp5OTk8OkSZPw9vbmww8/pKCggBkzZrBgwQJ7bWxsLAkJCWRnZ7N161Z33o4OQ+FSRESkHXn7g5VtPQWXkp7McNu5rl27RkZGBqGhoVy7do1jx4451NTU1FBWVsaiRYsA+OSTTwB45JFHWtRFRUXx9ttvc+bMGYdzmEwmoqOjAeyrjXFxcS1qunfvTmRkJH/+858pLS1l+PDhLmv79evH6NGj+etf/4rFYsHf3/82rr5jU7gUERFpR87XlLf1FO6I7Oxs6uvrSU9PJz093WmNYRj4+voyatQoAO677z4APv744xYBs7KyEoC+ffu26P/pp59y/vx5+8rntGnTiIiIsJ/n62prawHw9PQEYOHChcTHxzuc8+u1Hh56u9AZhUsRERG5o/bt28fOnTvJysqid+/eLutMJhNjx47Fx8cHgIiICCIjI9m4cSN9+vRh1KhRlJWV8frrr9O3b1+mTJnSor9hGPj5+fHggw8CN1cog4KCHMapqqpi//799OzZk8GDBwPg7+/vdFWyuLiYkpIShgwZgp+f3+3egg5N4VJERETuGLPZzKpVq4iNjSUyMtJlXVNTE0eOHOH555+3t3l6ejJnzhw++eQT/umf/sne3qtXLzZs2ECfPn1anMMwDMaPH29fjXSmvr6eZcuW0djYyMKFC/Hych2NzGYzGRk3Xw1ISkr6pkvttLSeKyIiIneEzWYjMzOTHj16sGTJklZrjx8/ztWrV+2PtOHmzu+f//znmM1m5s6dS1ZWFgsXLuSrr75i7ty5nD171l7b0NBAUVFRi/5/6/LlyyQnJ3P69GkmTpzI008/7bK2urqa+fPnc+HCBRITE1sNxp2dVi5FRETakR8FDG7rKXxnNm/eTGFhIVlZWTQ2Ntp3iDc1NQFgsVjw8PDAz88Pk8nEwIEDCQwMtPffsGEDTU1NbNiwwf6oG24+Lk9MTGTVqlX88Y9/BKCwsJDGxkb7J4j+1vnz50lJSeGTTz7h0UcfJTMzky5dujitPXXqFEuXLuWLL75g+vTpJCcnu+V+dFQKlyIiIu2IO3dktzcHDx7EZrORmprq9HhMTAyBgYFs374dwzAIDw9vcby0tJQf//jHLYIl3NzoM3r0aPLz86mvr6d79+6YTCaGDh1Kr169HMY5ceIEqampWCwWpk2bxuLFi11uzjlw4ADLly/HarWSnJxMYmLibV5956FwKSIiInfEokWLqKurc2jPycmhrKyM9evX07VrVy5evEhFRQVpaWkt6ry9vfnqq6+cnru53WazATc3Az3xxBMOdcXFxSQnJ2O1Wu0fRndl7969pKen4+npyerVq+2fNJLWKVyKiIjIHTFs2DCn7c27rpt/AjIvL49u3boxcuTIFnXh4eHs3r2b/Pz8Fo+7S0tLKSoqYvjw4fTo0YNz585RXV3t8Ei8pqaGtLQ0GhoayMzM5LHHHnM519LSUlasWIGXlxc5OTmMGTPmdi65U1K4FBERkXbFZDIxbtw4h53bv/jFLzh27BhpaWlMmTKFIUOGcP78ef793/8dLy8vXnzxReDmLnF/f39GjBjRon9ubi4Wi4Xg4GBsNhu7d+92GDskJITevXuzbt06rFYr4eHhmM1mp7VRUVH4+vq68co7BoVLERERaTeuX79OYWEhKSkpDsf69u3Lpk2byM3N5cCBA/z7v/87PXv2JDw8nDlz5tg/jp6fn8/DDz/s8B5lQUEBACUlJZSUlDgdf8OGDfTs2dP+i0GGYWAYhtPabdu2KVw60cVisdjaehIiIiKdRU1NDQEBAW09DbnLtee/I33nUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERNrMjRs3mDNnDiEhIU6PFxUVERISQlVVFQCXL19mzZo1PPHEE0yYMIFnn32WrVu38tVXXznt39jYSEREBDt27ACgqamJd999l4SEBB555BGioqKYN28e+fn5Dn0bGhrYsGEDcXFxhIWFER0dTUpKCiUlJW66+o5J4VJERETazKZNmyguLnZ53GQyMWDAAPr3709dXR1z5szh3/7t3wgODmbRokUEBwezdu1ali1bhs1mc+h/9OhRGhoaCA0NBeDVV1/ljTfeoE+fPiQnJzNz5kzMZjOLFy9m165d9n42m420tDQ2btxIUFAQS5YsYdq0aXz00UckJSVx+PBh99+MDsKrrScgIiIindPJkyfJzc3Fx8eHxsZGpzWGYRAWFgbAxo0bOXfuHD/72c94/vnn7TVBQUGsWbOGv/zlLzz55JMt+ptMJoKCgggICODEiRPs2LGDmJgYXnnlFXtNXFwc06dPJycnh0mTJuHt7c2HH35IQUEBM2bMYMGCBfba2NhYEhISyM7OZuvWre68HR2GVi5FRETkjrt27RoZGRmEhoYSHBzstKampoaysjLCw8MB2LdvH/feey+zZ89uUffUU0/Rs2dP3n//fYdzmEwmezhtXm2Mi4trUdO9e3ciIyO5cuUKpaWlrdb269eP0aNHU1FRgcVi+ZZX3Tlo5VJERKQd2b59e1tPwaUpU6a47VzZ2dnU19eTnp5Oenq60xrDMPD19WXUqFEAfPbZZ9x///3cc889Leo8PDzo378/p0+fxmaz0aVLFwA+/fRTzp8/bw+X06ZNIyIigvvuu89hrNraWgA8PT0BWLhwIfHx8fTt29dlrYeH1uicUbgUERFpR8xmc1tP4Tu3b98+du7cSVZWFr1793ZZZzKZGDt2LD4+PgDce++9XL161WmtxWKhsbGRy5cv4+/vD9wMp35+fjz44IPAzRXKoKAgh75VVVXs37+fnj17MnjwYAD8/f3t5/m64uJiSkpKGDJkCH5+ft/msjsNRW4RERG5Y8xmM6tWrSI2NpbIyEiXdU1NTRw5csS+6gjw0EMP8emnn3Ly5MkWtadOneLChQsAWK1We7thGIwfP96+GulMfX09y5Yto7GxkdmzZ+Pl5XrdzWw2k5GRAUBSUlLrF9qJKVyKiIjIHWGz2cjMzKRHjx4sWbKk1drjx49z9erVFuFy1qxZeHh48MILL/Bf//VfVFdXc+DAAX75y1/aVxGbg2RDQwNFRUUt+v+ty5cvk5yczOnTp5k4cSJPP/20y9rq6mrmz5/PhQsXSExMbDUYd3Z6LC4iIiJ3xObNmyksLCQrK4vGxkb7DvGmpibg5qNtDw8P/Pz8MJlMDBw4kMDAQHv/ESNGkJWVxa9//Wt+9atfAeDr68vMmTOpqqpi+/bt9pBZWFhIY2Oj/RNEf+v8+fOkpKTwySef8Oijj5KZmWl/V/NvnTp1iqVLl/LFF18wffp0kpOT3XZPOiKFSxERkXbE2QaSjuLgwYPYbDZSU1OdHo+JiSEwMJDt27djGIZ9l/jXPfLII2zfvp3S0lKampq4//778fX1Ze7cufTr18/+fqbJZGLo0KH06tXL4RwnTpwgNTUVi8XCtGnTWLx4scvNOQcOHGD58uVYrVaSk5NJTEz8O+5A56BwKSIi0o64c0d2e7No0SLq6uoc2nNycigrK2P9+vV07dqVixcvUlFRQVpaWou6Y8eOce7cOZ566imGDRtmb79y5QolJSVMnDjR3mYymXjiiSccxiouLiY5ORmr1Wr/MLore/fuJT09HU9PT1avXk10dPTtXHano3ApIiIid8TXA+HXNT/Kbv4JyLy8PLp168bIkSNb1BUWFpKbm8uPfvQjxo0bB9x8j/Of//mfaWpqYvr06QCcO3eO6upqh0fiNTU1pKWl0dDQQGZmJo899pjLuZaWlrJixQq8vLzIyclhzJgxt3XNnZHCpYiIiLQrJpOJcePGOezcfuqpp3j//fdJT0/nmWeeoVevXhw4cACTycTs2bPtnxkyDAN/f39GjBjRon9ubi4Wi4Xg4GBsNhu7d+92GDskJITevXuzbt06rFYr4eHhmM1mp7VRUVH4+vq68co7BoVLERERaTeuX79OYWEhKSkpDsf69OnDW2+9xYYNG/i///f/YrVaGThwIKtWreLRRx+11+Xn5/Pwww87vEdZUFAAQElJCSUlJU7H37BhAz179uTYsWPAzaBqGIbT2m3btilcOtHFYrE4/sq7iIiIfCdqamoICAho62nIXa49/x3pO5ciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiItJmbty4wZw5cwgJCXF6vKioiJCQEKqqqhyO1dXVMXnyZN5++22nfRsaGnjrrbd46qmnmDBhAvHx8fzpT3/ixo0bTus/++wzQkJCOHLkiL3/hg0biIuLIywsjOjoaFJSUigpKXHoa7FYyMrKYsqUKYSFhRETE8OyZcs4d+7cLd6JjsOrrScgIiIindemTZsoLi52edxkMjFgwAD69+/for2hoYHU1FTMZrPTfl999RW//OUvyc/P56c//SkjRoygoKCAdevW8cknn/CrX/3KoY9hGNx7772MHDkSm81GWloaBQUFREdHk5CQwKVLl8jLyyMpKYmcnBx7ILZarcyfP5+KigomT57M8OHDqa6uJi8vj0OHDpGbm8vgwYP/jrt0d1G4FBERkTZx8uRJcnNz8fHxobGx0WmNYRiEhYW1aCsvL+ell16ivLzc5bn/+7//G5PJxC9+8Qv+8R//EYCpU6fy61//mvfff5/Y2FiCg4Nb9DGZTIwbNw5vb2/27NlDQUEBM2bMYMGCBfaa2NhYEhISyM7OZuvWrQBs2bKF8vJyli1bxtSpU+21EydOZObMmaxfv561a9d+u5tzF9NjcREREbnjrl27RkZGBqGhoQ4hr1lNTQ1lZWWEh4fb2zZt2kRiYiI1NTU8++yzLs//wQcf4O3tzdNPP92i/Wc/+xkAu3btatF+/fp1CgsL7WMdPnwYgLi4uBZ1/fr1Y/To0VRUVGCxWAAoKCjA29ub2NjYFrVDhw5l0KBBHDt2zOU8OyKtXIqIiLQjW//h3baegkvPbJvutnNlZ2dTX19Peno66enpTmsMw8DX15dRo0bZ286cOcPkyZOZO3culZWVbN682WnfkpISBg8ejK+vb4v2/v37873vfY+TJ0+2aC8qKuLatWuEhoYCsHDhQuLj4+nbt6/DuWtrawHw8Li5Rvfyyy9TW1uLp6dnizqbzcalS5fsdZ2FwqWIiEg7crHoQltP4Tu3b98+du7cSVZWFr1793ZZZzKZGDt2LD4+Pva2zMxM+78rKyud9mtoaODKlSstQunX9e3bl+rq6hZthmFw//33069fPwD8/f3x9/d36FtcXExJSQlDhgzBz88PgD59+tCnTx+H2j179vD5558TERHh8ho7os4VpUVERKRNmc1mVq1aRWxsLJGRkS7rmpqaOHLkiMP7ll8Pmq7U19cDcO+99zo9fs899/Dll1+2aDOZTA5jOZt7RkYGAElJSa3WlpeXk5WVhaenJ7NmzfrGOXckCpciIiJyR9hsNjIzM+nRowdLlixptfb48eNcvXr1GwOfq3G+/t/Ojn/9EXZVVRWVlZWtjlVdXc38+fO5cOECiYmJrQbjM2fOsGDBAurq6li6dCnDhg371tdwN1O4FBERkTti8+bNFBYWkpKSQmNjIxaLBYvFQlNTE3DzW5FXrlwBbq4kDhw4kMDAwG89TvOKZUNDg9PjDQ0NdOvWzf5vk8lE9+7deeihh5zWnzp1ilmzZnH+/HmmT59OcnKyy7ENw2DevHlYLBaWLl1KfHz8t57/3U7vXIqIiLQj3x/17cPU3eLgwYPYbDZSU1OdHo+JiSEwMJDt27djGEaLXeLfRrdu3fD393f5DUyz2dwitJpMJkJCQvDycoxFBw4cYPny5VitVpKTk0lMTHQ5bl5eHq+99hoeHh6sXLmSSZMm3db873YKlyIiIu2IO3dktzeLFi2irq7OoT0nJ4eysjLWr19P165duXjxIhUVFaSlpd32WCNGjKCwsJCGhgbuuecee3tVVRUWi8Ue/KxWK0ePHnU61t69e0lPT8fT05PVq1cTHR3tcrwtW7awdu1a/Pz8WLNmDaNHj77tud/tFC5FRETkjnD17mHzruvmX7zJy8ujW7dujBw58rbHeuyxxzAMg61bt9o/og7wL//yLwBMnjwZgGPHjmG1Wu2fIGpWWlrKihUr8PLyIicnhzFjxrgcKz8/n5ycHHr27Mmbb77ZqX6NxxmFSxEREWlXmn8px9lj6lsVExPD9u3b+d3vfkd1dTXDhw/n0KFD/Pd//zf/5//8Hx544AHg5juSQUFBDp8SWrduHVarlfDwcMxmM7t373YYIyoqCl9fX15//XVsNhsTJkzg7NmznD171qH28ccfv+1rudsoXIqIiEi70fxLOSkpKX/Xebp06UJ2dja///3v+fDDD/nggw/4wQ9+QEpKCs8884y9Lj8/n4kTJ7bo29TUZP9VHcMwMAzD6Rjbtm3j8uXL9u9t7tq1y+GXf5p1pnDZxWKxON+nLyIiIm5XU1NDQEBAW09D7nLt+e9InyISEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQREZE2c+PGDebMmUNISIjT40VFRYSEhFBVVeVwrK6ujsmTJ/P222+3OsaaNWuYMmVKqzUvv/wySUlJLcZdtGgR0dHRhIeHExcXx9tvv01jY6ND3wMHDjB37lyioqJ45JFHSEhIYOvWrXz11VetjtlRKVyKiIhIm9m0aRPFxcUuj5tMJgYMGED//v1btDc0NJCamorZbG71/O+99x7/9m//9o3zOHToEGFhYQAcO3aMBQsWUFZWxrPPPktKSgqDBw8mNzeXJUuWtAiNu3fvJi0tjdraWmbOnMnChQvx9/cnOzubVatWfeO4HZFXW09AREREOqeTJ0+Sm5uLj4+P0xVBAMMw7KGvWXl5OS+99BLl5eUuz93Q0MC6detuKVieOXOGmpoa+zirV6+mW7du/PGPf6RPnz4AxMfHs3btWrZs2cLevXuZOHEijY2NrFmzhh/+8If867/+K/fccw8AzzzzDC+++CI7d+4kLi6O4cOH39L96Ci0cikiIiJ33LVr18jIyCA0NJTg4GCnNTU1NZSVlREeHm5v27RpE4mJidTU1PDss8867VdaWspTTz3Fv/3bvzF16lT69u3b6lxMJhMBAQEEBQXx2Wef8cknnxAZGWkPls2efPJJ4OYjc4CSkhKuXr3Kk08+aQ+WzR5//HHg5ipoZ6OVSxERkXbk0V2tP+ZtS/85ufWQ9m1kZ2dTX19Peno66enpTmsMw8DX15dRo0bZ286cOcPkyZOZO3culZWVbN682aFfVVUVAQEBZGZmMm7cuG9839JkMhEaGgpA7969+bd/+ze6du3qUPfFF18A4OFxc20uODiY9957jx49ejjU1tbWtqjtTBQuRURE2pEjNdfbegrfuX379rFz506ysrLo3bu3yzqTycTYsWPx8fGxt2VmZtr/XVlZ6bRfWFgYUVFRtzSXK1euUFJSYl8F9fLyYsCAAU5r3333XQDGjBkDgI+PDz/+8Y8d6pqamti6dWuL2s6k88VpERERaTNms5lVq1YRGxtLZGSky7qmpiaOHDni8L7l14OmK7dS0+zQoUN06dLF5W71Zu+88w6HDx9m6NChREREtFr7m9/8hoqKCqKionjggQdueS4dhVYuRURE5I6w2WxkZmbSo0cPlixZ0mrt8ePHuXr1qkO4dDeTycRPfvITunXr5rLmnXfe4a233qJXr178+te/dvmo+6uvvuI3v/kN27dv57777nP5uL+jU7gUERGRO2Lz5s0UFhaSlZVFY2OjfYd4U1MTABaLBQ8PD/z8/DCZTAwcOJDAwMDvbD42m41Dhw4xffp0p8ebmprIysri/fffp2/fvvzzP/+zwyeRmn355ZcsX76cv/71rwwaNIj169fTs2fP72zu7ZnCpYiISDsyLsC7rafwnTl48CA2m43U1FSnx2NiYggMDGT79u0YhtFil/h34aOPPqK2ttbp6ui1a9dYtmwZ+fn5DBo0iJycHL7//e87Pc/nn3/OkiVLOH36NKNGjSIrKws/P7/vdO7tmcKliIhIO+LOHdntzaJFi6irq3Noz8nJoaysjPXr19O1a1cuXrxIRUUFaWlp3+l8TCYT3//+9xk8eHCL9i+//JJFixZRXFzM2LFjWbNmDd27d3d6ji+++IL58+dTWVlJTEwMK1aswNu74/4fhFuhcCkiIiJ3xLBhw5y2N6/yNW+qycvLo1u3bowcOfI7nc/XP0H0datWraK4uJgJEybw6quvugyLN27c4Je//CWVlZU89dRTvPjii3Tp0uU7nfPdQOFSRERE2hWTycS4cePw8vruYorFYuHUqVPMmDGjRfuJEyf48MMP8fb2JjQ0lP/6r/9y6Nu/f38eeugh/uu//ovi4mL8/PwIDg7mP/7jPxxq77//foYMGfJdXUa7pHApIiIi7cb169cpLCwkJSXlOx3n0KFDeHp6Mm7cuBbthw8fts9jzZo1Tvs++eSTPPTQQ/baK1eusHLlSqe1s2fP7nThsovFYrG19SREREQ6i5qaGgICAtp6GnKXa89/R/qIuoiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiLSZGzduMGfOHEJCQpweLyoqIiQkhKqqKodjdXV1TJ48mbfffttp3wsXLpCZmckTTzxBaGgoTzzxBC+//DI1NTVO6z/77DNCQkI4cuQIAA0NDWzYsIG4uDjCwsKIjo4mJSWFkpISh74Wi4WsrCymTJlCWFgYMTExLFu2jHPnzt3ineg4vNp6AiIiItJ5bdq0ieLiYpfHTSYTAwYMoH///i3aGxoaSE1NxWw2O+136dIlZs2aRV1dHVOnTuXHP/4x5eXlbNu2jYKCAjZt2kSfPn1a9DEMg3vvvZeRI0dis9lIS0ujoKCA6OhoEhISuHTpEnl5eSQlJZGTk2MPxFarlfnz51NRUcHkyZMZPnw41dXV5OXlcejQIXJzcxk8ePDfeafuHgqXIiIi0iZOnjxJbm4uPj4+NDY2Oq0xDIOwsLAWbeXl5bz00kuUl5e7PPebb77J559/zhtvvEFoaKi9ffz48aSmpvKHP/yBF154oUUfk8nEuHHj8Pb2Zs+ePRQUFDBjxgwWLFhgr4mNjSUhIYHs7Gy2bt0KwJYtWygvL2fZsmVMnTrVXjtx4kRmzpzJ+vXrWbt27a3fmLucHouLiIjIHXft2jUyMjIIDQ0lODjYaU1NTQ1lZWWEh4fb2zZt2kRiYiI1NTU8++yzLs9fUFBA//79WwRLgIiICLp3786xY8datF+/fp3CwkL7WIcPHwYgLi6uRV2/fv0YPXo0FRUVWCwW+1je3t7Exsa2qB06dCiDBg1yGKuj08qliIhIO+K7csE3F7WRLzN+57ZzZWdnU19fT3p6Ounp6U5rDMPA19eXUaNG2dvOnDnD5MmTmTt3LpWVlWzevNlp37feeotr1645tH/55Zd8+eWXeHi0XF8rKiri2rVr9jC6cOFC4uPj6du3r8M5amtrAeznePnll6mtrcXT07NFnc1m49KlSw5jdXQKlyIiIu2IZ/mptp7Cd27fvn3s3LmTrKwsevfu7bLOZDIxduxYfHx87G2ZmZn2f1dWVrrs269fP6ftW7Zs4caNG4wdO7ZFu2EY3H///fZ+/v7++Pv7O/QvLi6mpKSEIUOG4OfnB0CfPn0c3t8E2LNnD59//jkREREu59kRda4oLSIiIm3KbDazatUqYmNjiYyMdFnX1NTEkSNHHN63/HrQ/LaOHDnCO++8Q7du3Zg+fXqLYyaTyWEsZ3PPyMgAICkpqdXa8vJysrKy8PT0ZNasWbc957uRwqWIiIjcETabjczMTHr06MGSJUtarT1+/DhXr179xsB3qw4dOsTSpUv56quvyMzMbLGyWVVVRWVlZatjVVdXM3/+fC5cuEBiYmKrwfjMmTMsWLCAuro6li5dyrBhw9xyDXcLhUsRERG5IzZv3kxhYSEpKSk0NjZisViwWCw0NTUBN78VeeXKFeDmSuLAgQMJDAz8u8fdsWMHS5Ys4caNG7zyyisOj6lNJhPdu3fnoYcectr/1KlTzJo1i/PnzzN9+nSSk5NdjmUYBvPmzcNisbB06VLi4+P/7vnfbfTOpYiISDtyY/Dwtp7Cd+bgwYPYbDZSU1OdHo+JiSEwMJDt27djGEaLXeK3a8OGDWzcuJHu3bvzm9/8hnHjxjnUmEwmQkJC8PJyjEUHDhxg+fLlWK1WkpOTSUxMdDlWXl4er732Gh4eHqxcuZJJkyb93fO/GylcioiItCPu3JHd3ixatIi6ujqH9pycHMrKyli/fj1du3bl4sWLVFRUkJaW9neN9/rrr/PnP/+Z73//+6xdu9bph8ytVitHjx51OtbevXtJT0/H09OT1atXEx0d7XKsLVu2sHbtWvz8/FizZg2jR4/+u+Z+N1O4FBERkTvC1buHzbuum3/xJi8vj27dujFy5MjbHuv999/nz3/+Mz/84Q958803nX5SCODYsWNYrVaH72GWlpayYsUKvLy8yMnJYcyYMS7Hys/PJycnh549e/Lmm292ql/jcUbhUkRERNqV5l/KcfaY+lZ8+eWX/Pa3vwUgKiqKo0ePOtT4+voSFRWFYRgEBQU5fEpo3bp1WK1WwsPDMZvN7N692+EcUVFR+Pr68vrrr2Oz2ZgwYQJnz57l7NmzDrWPP/74bV3L3UjhUkRERNqN5l/KSUlJue1zfPTRR/aNQX/605+c1gQGBhIVFUV+fj4TJ05scaypqcn+qzqGYWAYhtNzbNu2jcuXL9u/t7lr1y527drltLYzhcsuFovF1taTEBER6SxqamoICAho62nIXa49/x3pU0QiIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiItJmbty4wZw5cwgJCXF6vKioiJCQEKqqqhyO1dXVMXnyZN5++22nfWtra3n11VeZMmUKEyZM4NlnnyUvLw+bzea0/rPPPiMkJIQjR44A0NDQwIYNG4iLiyMsLIzo6GhSUlIoKSlx6GuxWMjKymLKlCmEhYURExPDsmXLOHfu3C3eiY7Dq60nICIiIp3Xpk2bKC4udnncZDIxYMAA+vfv36K9oaGB1NRUzGaz03719fXMnTuXixcvEh8fzw9/+EPy8/P5zW9+Q3l5OS+88IJDH8MwuPfeexk5ciQ2m420tDQKCgqIjo4mISGBS5cukZeXR1JSEjk5OfZAbLVamT9/PhUVFUyePJnhw4dTXV1NXl4ehw4dIjc3l8GDB/8dd+nuonApIiIibeLkyZPk5ubi4+NDY2Oj0xrDMAgLC2vRVl5ezksvvUR5ebnLc2/evJnKykpWrVrFo48+CkBcXBxLly4lLy+PadOmMWDAgBZ9TCYT48aNw9vbmz179lBQUMCMGTNYsGCBvSY2NpaEhASys7PZunUrAFu2bKG8vJxly5YxdepUe+3EiROZOXMm69evZ+3atd/u5tzF9FhcRERE7rhr166RkZFBaGgowcHBTmtqamooKysjPDzc3rZp0yYSExOpqanh2WefdXn+xsZGhg8fTnR0dIv28ePHY7PZOHPmTIv269evU1hYaB/r8OHDwM1A+nX9+vVj9OjRVFRUYLFYACgoKMDb25vY2NgWtUOHDmXQoEEcO3aslTvR8WjlUkREpB35snBxW0/BJd+xOW47V3Z2NvX19aSnp5Oenu60xjAMfH19GTVqlL3tzJkzTJ48mblz51JZWcnmzZud9n3++eedtjeHyh/84Act2ouKirh27RqhoaEALFy4kPj4ePr27etwjtraWgA8PG6u0b388svU1tbi6enZos5ms3Hp0iV7XWehcCkiItKOfHXldFtP4Tu3b98+du7cSVZWFr1793ZZZzKZGDt2LD4+Pva2zMxM+78rKytvabwvv/ySqqoq/vKXv7Bz504iIyMZMWJEixrDMLj//vvp168fAP7+/vj7+zucq7i4mJKSEoYMGYKfnx8Affr0oU+fPg61e/bs4fPPPyciIuKW5tlRKFyKiIjIHWM2m1m1ahWxsbFERka6rGtqauLIkSMOK5BfD5q36s0332TLli0A/OhHP2Lx4sUONSaTqdX5NM89IyMDgKSkpFZry8vLycrKwtPTk1mzZn3rOd/NOtc6rYiIiLQZm81GZmYmPXr0YMmSJa3WHj9+nKtXrzps5rkdjzzyCK+99hq/+MUvuHz5MomJiZw6dcp+vKqqisrKylbHqq6uZv78+Vy4cIHExMRWg+iZM2dYsGABdXV1LF26lGHDhv3d13A3UbgUERGRO2Lz5s0UFhaSkpJCY2MjFosFi8VCU1MTcPNbkVeuXAFuriQOHDiQwMDAv3vccePGERERwT/+4z/y29/+loaGBv75n//ZftxkMtG9e3ceeughp/1PnTrFrFmzOH/+PNOnTyc5OdnlWIZhMG/ePCwWC0uXLiU+Pv7vnv/dRo/FRURE2hEPv6FtPYXvzMGDB7HZbKSmpjo9HhMTQ2BgINu3b8cwjBa7xN3lgQceYODAgXz00Uf2NpPJREhICF5ejrHowIEDLF++HKvVSnJyMomJiS7PnZeXx2uvvYaHhwcrV65k0qRJbp//3UDhUkREpB1x547s9mbRokXU1dU5tOfk5FBWVsb69evp2rUrFy9epKKigrS0tNsax2az8dxzz+Hj48Mf/vAHh+NXr16la9euwM0PoB89etTpWHv37iU9PR1PT09Wr17t8Fmjr9uyZQtr167Fz8+PNWvWMHr06Nuae0egcCkiIiJ3hKt3D5t3XTf/4k1eXh7dunVj5MiRtzVOly5dCAgIwDAMDh06xMMPP2w/9h//8R9cuHDB/rHzY8eOYbVa7Z8galZaWsqKFSvw8vIiJyeHMWPGuBwvPz+fnJwcevbsyZtvvtmpfo3HGYVLERERaVeafynH2WPqW7V48WL+53/+hxdffJG4uDh++MMfcvLkST744APuu+8+5s+fD9x8RzIoKMjhU0Lr1q3DarUSHh6O2Wxm9+7dDmNERUXh6+vL66+/js1mY8KECZw9e5azZ8861D7++OO3fS13G4VLERERaTeafyknJSXl7zrPfffdxx//+EfefPNNdu3aRV1dHf369ePZZ5/l5z//Od27dwdurjpOnDixRd+mpib7r+oYhoFhGE7H2LZtG5cvX7Z/b3PXrl3s2rXLaW1nCpddLBaLra0nISIi0lnU1NQQEBDQ1tOQu1x7/jvSp4hERERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERKTN3Lhxgzlz5hASEuL0eFFRESEhIVRVVTkcq6urY/Lkybz99tu3NNZLL71ESEgI1dXVTo9/9tlnhISEcOTIEQAaGhrYsGEDcXFxhIWFER0dTUpKCiUlJQ59LRYLWVlZTJkyhbCwMGJiYli2bBnnzp27pbl1JF5tPQERERHpvDZt2kRxcbHL4yaTiQEDBtC/f/8W7Q0NDaSmpmI2m29pnL/85S98+OGHrdYYhsG9997LyJEjsdlspKWlUVBQQHR0NAkJCVy6dIm8vDySkpLIycmxB2Kr1cr8+fOpqKhg8uTJDB8+nOrqavLy8jh06BC5ubkMHjz4lubZEShcioiISJs4efIkubm5+Pj40NjY6LTGMAzCwsJatJWXl/PSSy9RXl5+S+NUV1eTlZXV6jhwM8iOGzcOb29v9uzZQ0FBATNmzGDBggX2mtjYWBISEsjOzmbr1q0AbNmyhfLycpYtW8bUqVPttRMnTmTmzJmsX7+etWvX3tJcOwI9FhcREZE77tq1a2RkZBAaGkpwcLDTmpqaGsrKyggPD7e3bdq0icTERGpqanj22We/cZwbN26wYsUKfvjDH/K//tf/cll3/fp1CgsL7WMdPnwYgLi4uBZ1/fr1Y/To0VRUVGCxWAAoKCjA29ub2NjYFrVDhw5l0KBBHDt27Bvn2ZFo5VJERKQdefuDlW09BZeSnsxw27mys7Opr68nPT2d9PR0pzWGYeDr68uoUaPsbWfOnGHy5MnMnTuXyspKNm/e3Oo4mzZt4vTp0/zxj3/kX//1X13WFRUVce3aNUJDQwFYuHAh8fHx9O3b16G2trYWAA+Pm2t0L7/8MrW1tXh6eraos9lsXLp0yV7XWShcioiItCPna27tUe/dbN++fezcuZOsrCx69+7tss5kMjF27Fh8fHzsbZmZmfZ/V1ZWtjpOSUkJubm5LF68mEGDBrVaaxgG999/P/369QPA398ff39/h7ri4mJKSkoYMmQIfn5+APTp04c+ffo41O7Zs4fPP/+ciIiIVsfuaDpXlBYREZE2ZTabWbVqFbGxsURGRrqsa2pq4siRIw7vW349aLbm2rVrrFixgjFjxvD0009/Y73JZHIYy9ncMzJurt4mJSW1WlteXk5WVhaenp7MmjXrlubcUWjlUkRERO4Im81GZmYmPXr0YMmSJa3WHj9+nKtXr35j4HMlOzuby5cvs2HDBrp06dJqbVVVFZWVla2OVV1dzcKFC7lw4QKJiYmtBuMzZ86QnJxMXV0dL7zwAsOGDbuta7hbaeVSRERE7ojNmzdTWFhISkoKjY2NWCwWLBYLTU1NwM1vRV65cgW4uZI4cOBAAgMDv/U4zY/d582bh4+Pj32c69evAze/j9m8Gad5rO7du/PQQw85Pd+pU6eYNWsW58+fZ/r06SQnJ7sc2zAM5s2bh8ViYenSpcTHx3/r+d/ttHIpIiLSjvwooON+D/HgwYPYbDZSU1OdHo+JiSEwMJDt27djGEaLXeLfxl//+lcA1qxZw5o1axyOP/fcc8D/2xFuMpkICQnBy8sxFh04cIDly5djtVpJTk4mMTHR5bh5eXm89tpreHh4sHLlSiZNmnRb87/bKVyKiIi0I+7ckd3eLFq0iLq6Oof2nJwcysrKWL9+PV27duXixYtUVFSQlpZ2W+M899xzPP744w7t//qv/0pBQQErV66kV69ewM0PoB89etTpWHv37iU9PR1PT09Wr15NdHS0yzG3bNnC2rVr8fPzY82aNYwePfq25t4RKFyKiIjIHeHq3cPmXdfNv3iTl5dHt27dGDly5G2NM2jQIKe7w3fv3g3AQw89xA9+8AMAjh07htVqtX+CqFlpaSkrVqzAy8uLnJwcxowZ43K8/Px8cnJy6NmzJ2+++Wan+jUeZxQuRUREpF1p/qUcZ4+p3c0wDIKCghw+JbRu3TqsVivh4eGYzWZ7MP26qKgofH19ef3117HZbEyYMIGzZ89y9uxZh1pnK6kdlcKliIiItBvNv5STkpJyR8bLz89n4sSJLdqamprsv6pjGAaGYTjtu23bNi5fvmz/3uauXbvYtWuX09rOFC67WCwWW1tPQkREpLOoqakhICCgrachd7n2/HekTxGJiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiEibuXHjBnPmzCEkJMTp8aKiIkJCQqiqqnI4VldXx+TJk3n77bed9n3nnXcICQlx+h9nfT777DNCQkI4cuQIAA0NDWzYsIG4uDjCwsKIjo4mJSWFkpISh74Wi4WsrCymTJlCWFgYMTExLFu2jHPnzn2Lu9ExeLX1BERERKTz2rRpE8XFxS6Pm0wmBgwYQP/+/Vu0NzQ0kJqaitlsdtm3rKwMX19ffvnLXzocu//++x3aDMPg3nvvZeTIkdhsNtLS0igoKCA6OpqEhAQuXbpEXl4eSUlJ5OTk2AOx1Wpl/vz5VFRUMHnyZIYPH051dTV5eXkcOnSI3NxcBg8efKu35K6ncCkiIiJt4uTJk+Tm5uLj40NjY6PTGsMwCAsLa9FWXl7OSy+9RHl5eavnLy0tZdCgQTz++OO3NB+TycS4cePw9vZmz549FBQUMGPGDBYsWGCviY2NJSEhgezsbLZu3QrAli1bKC8vZ9myZUydOtVeO3HiRGbOnMn69etZu3btLc2hI9BjcREREbnjrl27RkZGBqGhoQQHBzutqampoaysjPDwcHvbpk2bSExMpKamhmeffdbl+RsaGvj0008ZNGjQLc3n+vXrFBYW2sc6fPgwAHFxcS3q+vXrx+jRo6moqMBisQBQUFCAt7c3sbGxLWqHDh3KoEGDOHbs2C3NoaPQyqWIiEg7sn379raegktTpkxx27mys7Opr68nPT2d9PR0pzWGYeDr68uoUaPsbWfOnGHy5MnMnTuXyspKNm/e7LRveXk5X331lf1xtNVqxdPTEy8v59GnqKiIa9euERoaCsDChQuJj4+nb9++DrW1tbUAeHjcXKN7+eWXqa2txdPTs0WdzWbj0qVL9rrOQuFSRESkHWntHcKOYt++fezcuZOsrCx69+7tss5kMjF27Fh8fHzsbZmZmfZ/V1ZWuuxbWloK3AyjTz/9NJWVlXh4eDBy5EgWL17MAw880KLeMAzuv/9++vXrB4C/vz/+/v4O5y0uLqakpIQhQ4bg5+cHQJ8+fejTp49D7Z49e/j888+JiIhwOc+OqHNFaREREWlTZrOZVatWERsbS2RkpMu6pqYmjhw54vC+5deDZmuaw+Xx48eJi4sjKyuLWbNmcfr0aebMmcOpU6da1JtMJoexnM09IyMDgKSkpFZry8vLycrKwtPTk1mzZt3SnDsKrVyKiIjIHWGz2cjMzKRHjx4sWbKk1drjx49z9erVbwx8rjz88MN069aNZ5991r4CGRERQVhYGLNmzeL1118nNzcXgKqqKiorK1sdq7q6moULF3LhwgUSExNbDcZnzpwhOTmZuro6XnjhBYYNG3Zb13C3UrgUERGRO2Lz5s0UFhaSlZVFY2OjfYd4U1MTcPNbkR4eHvj5+WEymRg4cCCBgYG3NdaECROYMGGCQ/vw4cN58MEHKS4u5urVq3Tr1g2TyUT37t156KGHnJ7r1KlTLF26lC+++ILp06eTnJzsclzDMHjppZe4du0aS5cuJT4+/rbmfzdTuBQREWlHnG0g6SgOHjyIzWYjNTXV6fGYmBgCAwPZvn07hmG02CXuTr169cJms/Hll1/aw2VISIjTzT4HDhxg+fLlWK1WkpOTSUxMdHnevLw8XnvtNTw8PFi5ciWTJk36Tubf3ilcioiItCPu3JHd3ixatIi6ujqH9pycHMrKyli/fj1du3bl4sWLVFRUkJaWdlvj2Gw2Zs6cCdz8dNHfqqiooFu3bnzve9/DarVy9OhRp2Pt3buX9PR0PD09Wb16NdHR0S7H3LJlC2vXrsXPz481a9YwevTo25p7R6BwKSIiIneEq3cPm3ddN//iTV5eHt26dWPkyJG3NU6XLl3o2bMn+fn5HDhwoMX7kR988AEVFRXEx8fj6enJ4cOHsVqt9k8QNSstLWXFihV4eXmRk5PDmDFjXI6Xn59PTk4OPXv25M033+xUv8bjjMKliIiItCvNv5Tj6puUt2LRokWUlJTw0ksvMXXqVH784x9z8uRJPvjgAwYNGsT8+fOBm+9IBgUFOXxKaN26dVitVsLDwzGbzezevdthjKioKHx9fXn99dex2WxMmDCBs2fPcvbsWYfaW/2VoI5A4VJERETajeZfyklJSfm7zjNo0CD++Mc/8tZbb7Fnzx7q6uoICAjg2WefZebMmfTo0QO4ueo4ceLEFn2bmprsv6pjGAaGYTgdY9u2bVy+fNn+vc1du3axa9cup7WdKVx2sVgstraehIiISGdRU1NDQEBAW09D7nLt+e9IH1EXEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUERGRNnPjxg3mzJlDSEiI0+NFRUWEhIRQVVXlcKyuro7Jkyfz9ttvuzz/f/zHf/Dzn/+ciIgIHnvsMV544QUqKyud1n722WeEhIRw5MgRABoaGtiwYQNxcXGEhYURHR1NSkoKJSUlDn0tFgtZWVlMmTKFsLAwYmJiWLZsGefOnbuFu9CxKFyKiIhIm9m0aRPFxcUuj5tMJgYMGED//v1btDc0NJCamorZbHbZ96233iIjIwNvb2+Sk5P5h3/4B44cOcKsWbOorq52qDcMg3vvvZeRI0dis9lIS0tj48aNBAUFsWTJEqZNm8ZHH31EUlIShw8ftvezWq3Mnz+fvLw8xo0bR2pqKrGxsRw6dIiZM2dSXl5+G3fm7uXV1hMQERGRzunkyZPk5ubi4+NDY2Oj0xrDMAgLC2vRVl5ezksvvdRqaDt9+jQbN25kwoQJrFmzBk9PTwBCQkKYN28ef/zjH1m2bFmLPiaTiXHjxuHt7c2ePXsoKChgxowZLFiwwF4TGxtLQkIC2dnZbN26FYAtW7ZQXl7OsmXLmDp1qr124sSJzJw5k/Xr17N27dpvd3PuYlq5FBERkTvu2rVrZGRkEBoaSnBwsNOampoaysrKCA8Pt7dt2rSJxMREampqePbZZ12e//333+err75i6dKl9mAJMHr0aJKSkhgxYkSL+uvXr1NYWGgfq3llMi4urkVdv379GD16NBUVFVgsFgAKCgrw9vYmNja2Re3QoUMZNGgQx44d+4a70bFo5VJERKQd2foP77b1FFx6Ztt0t50rOzub+vp60tPTSU9Pd1pjGAa+vr6MGjXK3nbmzBkmT57M3LlzqaysZPPmzU77FhYWMnjwYH7wgx8AN8PjV199RdeuXZk9e7ZDfVFREdeuXSM0NBSAhQsXEh8fT9++fR1qa2trAfDwuLlG9/LLL1NbW9sixALYbDYuXbpkr+ssFC5FRETakYtFF9p6Ct+5ffv2sXPnTrKysujdu7fLOpPJxNixY/Hx8bG3ZWZm2v/tamPO9evXqaqqIjw8nGPHjrF+/XpOnjwJQHBwMIsXL+bBBx9s0ccwDO6//3769esHgL+/P/7+/g7nLi4upqSkhCFDhuDn5wdAnz596NOnj0Ptnj17+Pzzz4mIiGjlbnQ8nStKi4iISJsym82sWrWK2NhYIiMjXdY1NTVx5MgRh/ctvx40Xamvr+err77i3LlzJCcnM2zYMF599VUWLlxIZWUl8+fPt4fNZiaTyWEsZ3PPyMgAICkpqdXa8vJysrKy8PT0ZNasWd84545EK5ciIiJyR9hsNjIzM+nRowdLlixptfb48eNcvXr1GwOfM82bg86fP8+iRYuYPv3/Pc4fN24cM2bMICcnh9///vcAVFVVUVlZ2epY1dXVLFy4kAsXLpCYmNhqMD5z5gzJycnU1dXxwgsvMGzYsG99DXczrVyKiIjIHbF582YKCwtJSUmhsbERi8WCxWKhqakJuPmtyCtXrgA3VxIHDhxIYGDgtx7H19cXAE9PT+Lj41sce+CBB3jwwQc5ceIEX375pX2s7t2789BDDzk936lTp5g1axbnz59n+vTpJCcnuxzbMAzmzZuHxWJh6dKlDuN3Blq5FBERaUe+P+rbh6m7xcGDB7HZbKSmpjo9HhMTQ2BgINu3b8cwjBa7xL+NHj160K1bN7y8vOjatavD8d69e2Oz2bh69Sq+vr6YTCZCQkLw8nKMRQcOHGD58uVYrVaSk5NJTEx0OW5eXh6vvfYaHh4erFy5kkmTJt3W/O92CpciIiLtiDt3ZLc3ixYtoq6uzqE9JyeHsrIy1q9fT9euXbl48SIVFRWkpaXd1jhdunRh+PDhFBYWYjabHXZ8f/rpp/j6+tKrVy+sVitHjx51OtbevXtJT0/H09OT1atXEx0d7XLMLVu2sHbtWvz8/FizZg2jR4++rbl3BAqXIiIicke4evewedd1809A5uXl0a1bN0aOHHnbY/30pz/lyJEjvPXWWyxfvtzenp+fb/+ckYeHB8eOHcNqtdo/QdSstLSUFStW4OXlRU5ODmPGjHE5Vn5+Pjk5OfTs2ZM333yTwYMH3/a8OwKFSxEREWlXmn8px9lj6lv12GOPsX//fnbu3MkXX3xBREQEn376Kf/3//5fAgIC7L+6YxgGQUFBDp8SWrduHVarlfDwcMxmM7t373YYIyoqCl9fX15//XVsNhsTJkzg7NmznD171qH28ccfv+1rudsoXIqIiEi70fxLOSkpKX/3uVatWsV7773H9u3bef311+nevTuPPvoo8+fPt4fJ/Px8Jk6c2KJfU1OT/Vd1DMPAMAyn59+2bRuXL1+2f29z165d7Nq1y2ltZwqXXSwWi62tJyEiItJZ1NTUEBAQ0NbTkLtce/470qeIRERERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERE/n/27j4qyvvO//9T7gyKSOMNJaQm3kaNcRWVFKliFqqxJSQWthsqbXVJUUjEIJLUJWLVxO2KyNQ11VRabber6+7hp0ZbazZr4tdcgyiCJGqiQgm1AoKBMSgyiJnfHx5mO5kZEs1EiLwe5/S0Xp/35/q8ryl/vM51Kx6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIe49PVDYiIiEjPdePGDRYuXEh5eTlHjx51Gi8rK2PBggXs2rWL0NBQh7Hm5mYSExOJi4sjJSXFYSw8PPwz1/70ehcvXuSJJ57g1VdfZcqUKbS2trJ161befPNNamtr8ff3Z/z48SQnJzNu3DiHuRaLhS1btvDOO+/Q0NBAQEAAkyZNYsGCBTz44IOf89e4OyhcioiISJfZtm0b5eXlbsfNZjNDhgxxCpatra0sXbqU+vp6l/NWrlzpcvuRI0fYv38/jz32mNOYYRj06dOHCRMmYLPZyMrKori4mOjoaBITE2lqaqKwsJCUlBRMJpM9wFqtVlJTU6mqqiI2NpaxY8dSU1NDYWEhR44coaCggOHDh3/en+QrT+FSREREusSpU6coKCjAz8+PtrY2lzWGYTB16lSHbZWVlbz00ktUVla63ffs2bOdtl28eJH169czZMgQcnJynMbNZjNTpkzB19eXAwcOUFxczLx580hLS7PXxMXFkZiYSF5eHjt37gRgx44dVFZWsmzZMubMmWOvjYmJYf78+WzcuJH8/PzOf4y7iO65FBERkTuupaWFnJwcIiIinC4xd2hoaKCiooLIyEj7tm3btpGUlERDQwM/+MEPbmnNtWvXcvnyZf75n/+Zvn37Ooxdv36dkpIS+1odl8zj4+Md6oKDgwkLC6OqqgqLxQJAcXExvr6+xMXFOdSOHj2aYcOGUVpaekt9ftXpzKWIiEg38u19ri/zdgf/EzvYY/vKy8vjypUrZGdnk52d7bLGMAz8/f2ZOHGifduZM2eIjY1lwYIFVFdXs3379s+13tGjRzl8+DCzZ88mLCzMabysrIyWlhYiIiIAWLRoEQkJCQwe7HzMjY2NAHh53TxHt3r1ahobG/H29naos9lsNDU12et6CoVLERGRbuRYw/WubuFL99Zbb7F3715yc3MZMGCA2zqz2czkyZPx8/Ozb1u5cqX939XV1Z97zV/+8pf4+PiQmprqctwwDEaMGEFwcDAAQUFBBAUFOdWVl5dz8uRJRo4cSWBgIAADBw5k4MCBTrUHDhzg0qVLTJ8+/XP3eTfoWVFaREREulR9fT2vvPIKcXFxREVFua1rb2/n2LFjTvdb/m3Q/LzKy8s5ffo0s2fP5utf/7rLGrPZ7LSWq9477tX89NPpn1ZZWUlubi7e3t4kJyffcs9fZQqXIiIickfYbDZWrlxJv379WLJkSae1J06c4OrVq58Z+D6P//7v/wYgKSnJ5fiFCxeorq7udK2amhpSU1Opra0lKSmp02B85swZ0tLSaG5uJjMzkzFjxnyxA/iKUbgUERGRO2L79u2UlJSQkZFBW1sbFosFi8VCe3s7cPNdkR9//DFw80zi0KFDCQkJ+UJrXr9+HcMwGDNmDEOHDnVZYzabCQgIYPz48S7HT58+TXJyMufPn2fu3Lmkp6e7Xc8wDBYuXIjFYiEzM5OEhIQv1P9Xke65FBER6UamDPLt6ha+NIcPH8Zms7F06VKX4zNnziQkJIQ9e/ZgGIbDU+K3q6SkhKtXrzJz5ky3NWazmfDwcHx8nGPRoUOHWL58OVarlfT0dLdnPwEKCwtZt24dXl5erFq1ilmzZn3h/r+KFC5FRES6EU8+kd3dLF68mObmZqftJpOJiooKNm7cSO/evamrq6OqqoqsrKwvvGZZWRkA3/zmN12OW61Wjh8/7nKtgwcPkp2djbe3N2vWrCE6OtrtOjt27CA/P5/AwEDWrl3r8on0nkLhUkRERO4Id/cedjx13fHFm8LCQvr27cuECRO+8Jrvv/8+/v7+bi+Jl5aWYrVa7a8g6nDu3DlWrFiBj48PJpOJSZMmuV2jqKgIk8lE//792bx5c4/6Go8rCpciIiLSrXR8KcfVZepbVV1dTXBwsNt3TRqGwahRo5xeJbRhwwasViuRkZHU19ezf/9+p7kzZszA39+f9evXY7PZmDZtGmfPnuXs2bNOta6+GHS3UrgUERGRbqPjSzkZGRke2V9TUxMjR450O15UVERMTIzDtvb2dvtXdQzDwDAMl3N3797N5cuX7e/b3LdvH/v27XNZ25PCZS+LxWLr6iZERER6ioaGBgYNGtTVbchXXHf+O9KriERERETEYxQuRURERMRjFC5FRERExGMULkVERETEYxQuRURERMRjFC5FRERExGMULkVERETEYxQuRURERMRjFC5FRERExGMULkVERETEYxQuRURERMRjFC5FRERExGMULkVERETEYxQuRUREpMvcuHGDn/zkJ4SHh7scLysrIzw8nAsXLjiNNTc3Exsby69+9SuXcy9dusTq1auZPXs2U6dO5amnnmLz5s20tbW5rL948SLh4eEcO3YMgNbWVjZt2kR8fDxTp04lOjqajIwMTp486TTXYrGQm5vLk08+ydSpU5k5cybLli3jww8//Jy/xN3Dp6sbEBERkZ5r27ZtlJeXux03m80MGTKE0NBQh+2tra0sXbqU+vp6l/OuXLnCM888w8WLF4mLi2PUqFGUlJTwm9/8hvfff59f/OIXTnMMw6BPnz5MmDABm81GVlYWxcXFREdHk5iYSFNTE4WFhaSkpGAymeyB2Gq1kpqaSlVVFbGxsYwdO5aamhoKCws5cuQIBQUFDB8+/Av8Sl8tCpciIiLSJU6dOkVBQQF+fn5uzyYahsHUqVMdtlVWVvLSSy9RWVnpdt979uyhpqaGZ599lh//+McAxMfHs3r1avbu3UtRUREREREOc8xmM1OmTMHX15cDBw5QXFzMvHnzSEtLs9fExcWRmJhIXl4eO3fuBGDHjh1UVlaybNky5syZY6+NiYlh/vz5bNy4kfz8/Fv7cb7CdFlcRERE7riWlhZycnKIiIhg3LhxLmsaGhqoqKggMjLSvm3btm0kJSXR0NDAD37wA7f7/8tf/gLAt771LYftM2bMAODs2bMO269fv05JSYl9raNHjwI3A+nfCg4OJiwsjKqqKiwWCwDFxcX4+voSFxfnUDt69GiGDRtGaWmp2z7vRjpzKSIi0o34r0r77KIuci3nlx7bV15eHleuXCE7O5vs7GyXNYZh4O/vz8SJE+3bzpw5Q2xsLAsWLKC6uprt27e7nPvAAw8A8Oc//9nhknR1dTUAgwYNcqgvKyujpaXFfjZz0aJFJCQkMHjwYKd9NzY2AuDldfMc3erVq2lsbMTb29uhzmaz0dTUZK/rKRQuRUREuhHvytNd3cKX7q233mLv3r3k5uYyYMAAt3Vms5nJkyfj5+dn37Zy5Ur7vzuCoitPPfUUBw8exGQy0bt3b0aOHEl5eTm//vWvGT58OH//93/vUG8YBiNGjCA4OBiAoKAggoKCnPZbXl7OyZMnGTlyJIGBgQAMHDiQgQMHOtUeOHCAS5cuMX36dPc/xl1I4VJERETumPr6el555RXi4uKIiopyW9fe3s6xY8d47rnnHLb/bdDsTJ8+fUhNTWX58uUsXbrUvn3IkCH827/9G/fcc49Dvdls7rSfjt5zcnIASElJ6bS2srKS3NxcvL29SU5O/lw93y161nlaERER6TI2m42VK1fSr18/lixZ0mntiRMnuHr1qtPDPJ/Xn/70J5599llsNhuLFy8mNzeXZ555hoaGBlJSUrh48aK99sKFC1RXV3e6Vk1NDampqdTW1pKUlNRpED1z5gxpaWk0NzeTmZnJmDFjbusYvqp05lJERETuiO3bt1NSUkJubi5tbW32J8Tb29uBm++K9PLyIjAwELPZzNChQwkJCbmttTZu3Ejv3r0pKCiwv8YoKiqKyZMnk5qaSn5+Pj//+c+Bm2ctAwICGD9+vMt9nT59mszMTD766CPmzp1Lenq623UNw+Cll16ipaWFzMxMEhISbqv/rzKFSxERkW7kxvCxXd3Cl+bw4cPYbDaHy9R/a+bMmYSEhLBnzx4Mw3B4SvxWWCwW6uvriYyMdHo/ZlhYGA888ID9RelwM1yGh4fj4+Mciw4dOsTy5cuxWq2kp6eTlJTkdt3CwkLWrVuHl5cXq1atYtasWbfV/1edwqWIiEg34sknsrubxYsX09zc7LTdZDJRUVFhP9tYV1dHVVUVWVlZt7WOj48PvXr14pNPPnE5fuPGDWw2G3DzBejHjx93udbBgwfJzs7G29ubNWvWEB0d7XbNHTt2kJ+fT2BgIGvXriUsLOy2er8bKFyKiIjIHeHu3sOOp647vnhTWFhI3759mTBhwm2tExAQwN/93d9x7Ngxzp07x8iRI+1jRUVFnD9/3h4US0tLsVqtTi9UP3fuHCtWrMDHxweTycSkSZPcrldUVITJZKJ///5s3ry5R32NxxWFSxEREelWOr6U4+oy9ef1wgsvkJKSQkpKCvHx8dx///2cO3eO3bt3M2DAAPt9k4ZhMGrUKKdXCW3YsAGr1UpkZCT19fXs37/faY0ZM2bg7+/P+vXrsdlsTJs2jbNnzzq9oB1g9uzZt30sXzUKlyIiItJtdHwpJyMj4wvtZ8SIEfzud79jy5Yt7Nu3j8uXLzNgwAC++93v8pOf/MT+EvWioiJiYmIc5ra3t9u/qmMYBoZhuFxj9+7dXL582f6+zX379rFv3z6XtT0pXPayWCy2rm5CRESkp2hoaHD6OozIrerOf0d6z6WIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIh0mRs3bvCTn/yE8PBwl+NlZWWEh4dz4cIFp7Hm5mZiY2P51a9+5XJuXV0dK1asYObMmURFRTFv3jz279/vtpeLFy8SHh7OsWPHAGhtbWXTpk3Ex8czdepUoqOjycjI4OTJk05zLRYLubm5PPnkk0ydOpWZM2eybNkyPvzww8/xK9xdfLq6AREREem5tm3bRnl5udtxs9nMkCFDCA0Nddje2trK0qVLqa+vdzmvtraW+fPn09TUxHe/+13Gjh1LaWkpK1as4IMPPiAjI8NpjmEY9OnThwkTJmCz2cjKyqK4uJjo6GgSExNpamqisLCQlJQUTCaTPRBbrVZSU1OpqqoiNjaWsWPHUlNTQ2FhIUeOHKGgoIDhw4d/gV/pq0XhUkRERLrEqVOnKCgowM/Pj7a2Npc1hmEwdepUh22VlZW89NJLVFZWut33L37xCxobG/npT3/K9773PQASEhL4+te/zu9//3uioqIICwtzmGM2m5kyZQq+vr4cOHCA4uJi5s2bR1pamr0mLi6OxMRE8vLy2LlzJwA7duygsrKSZcuWMWfOHHttTEwM8+fPZ+PGjeTn59/aj/MVpsviIiIicse1tLSQk5NDREQE48aNc1nT0NBARUUFkZGR9m3btm0jKSmJhoYGfvCDH7icd/36dQzD4Bvf+IZD2AOYP38+ALt27XKaU1JSYl/r6NGjAMTHxzvUBQcHExYWRlVVFRaLBYDi4mJ8fX2Ji4tzqB09ejTDhg2jtLS0s5/irqMzlyIiIt3ItZLnu7oFt/wnmzy2r7y8PK5cuUJ2djbZ2dkuawzDwN/fn4kTJ9q3nTlzhtjYWBYsWEB1dTXbt293mmexWLBarYwYMYJevXo5jPXr14+vfe1rnD592mF7WVkZLS0tREREALBo0SISEhIYPHiw0/4bGxsB8PK6eY5u9erVNDY24u3t7VBns9loamqy1/UUCpciIiLdyCcff9DVLXzp3nrrLfbu3Utubi4DBgxwW2c2m5k8eTJ+fn72bStXrrT/u7q62uU8f39/AK5eveo0duPGDZqbm2ltbXXYbhgGI0aMIDg4GICgoCCCgoKc5peXl3Py5ElGjhxJYGAgAAMHDmTgwIFOtQcOHODSpUtMnz7d7THejXpWlBYREZEuVV9fzyuvvEJcXBxRUVFu69rb2zl27JjT/ZZ/GzTdCQgIYPjw4ZSXl1NbW+sw9vbbb9Pe3o7VanXYbjabndZy1XtOTg4AKSkpndZWVlaSm5uLt7c3ycnJn9nz3UThUkRERO4Im83GypUr6devH0uWLOm09sSJE1y9evUzA587KSkpWK1WFi9eTFFRETU1Nfzxj3/kX/7lXwgMDMTH5/8u3l64cIHq6upO16qpqSE1NZXa2lqSkpI6DcZnzpwhLS2N5uZmMjMzGTNmzG0dw1eVLouLiIjIHbF9+3ZKSkrIzc2lra3N/oR4e3s7cPNeSS8vLwIDAzGbzQwdOpSQkJDbWuuxxx5j+fLlmEwmFi9eDED//v1ZvHgxb7zxhsOT5mazmYCAAMaPH+9yX6dPnyYzM5OPPvqIuXPnkp6e7nZdwzB46aWXaGlpITMzk4SEhNvq/6tM4VJERKQb8Qoc3dUtfGkOHz6MzWZj6dKlLsdnzpxJSEgIe/bswTAMh6fEb8cTTzzBzJkzOXfuHF5eXowYMQI/Pz+2bNnC/fffb68zm82Eh4c7nM3scOjQIZYvX47VaiU9PZ2kpCS36xUWFrJu3Tq8vLxYtWoVs2bN+kL9f1UpXIqIiHQjnnwiu7tZvHgxzc3NTttNJhMVFRVs3LiR3r17U1dXR1VVFVlZWbe9lmEYfPzxx8yePdvhVUd//vOfqaur47vf/S5w8wXox48fd7nWwYMHyc7OxtvbmzVr1hAdHe12vR07dpCfn09gYCBr1651eodmT6JwKSIiIneEu3sPO5667vjiTWFhIX379mXChAm3vdb//M//8Kc//YmHH36YIUOGADffZblhwwZ69+5tf39laWkpVqvV/gqiDufOnWPFihX4+PhgMpmYNGmS27WKioowmUz079+fzZs396iv8biicCkiIiLdSseXclxdpv68fvjDH/LWW2+xaNEi/uEf/oF77rmH/fv3c/LkSbKzs+2vDjIMg1GjRjm9SmjDhg1YrVYiIyOpr693+U3yGTNm4O/vz/r167HZbEybNo2zZ89y9uxZp9rZs2ff9rF81ShcioiISLfR8aUcV9/+vhXDhw9n06ZNvPbaa/z2t7/lk08+YdSoUWzYsIFHH33UXldUVERMTIzD3Pb2dvtXdQzDwDAMl2vs3r2by5cv29+3uW/fPvbt2+eytieFy14Wi8XW1U2IiIj0FA0NDQwaNKir25CvuO78d6T3XIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIx/h0dQMiIiLSc924cYOFCxdSXl7O0aNHncbLyspYsGABu3btIjQ0FIvFwpYtW3jnnXdoaGggICCASZMmsWDBAh588EGHua2trfz2t7/lwIEDNDQ0EBwczFNPPUViYiLe3t5Oa128eJEnnniCV199lSlTptDa2srWrVt58803qa2txd/fn/Hjx5OcnMy4ceMc5t5KX3c7hUsRERHpMtu2baO8vNztuNlsZsiQIYSGhmK1WklNTaWqqorY2FjGjh1LTU0NhYWFHDlyhIKCAoYPHw7AJ598wk9/+lOKiop44oknePjhhykuLmbDhg385S9/4Z//+Z+d1jIMgz59+jBhwgRsNhtZWVkUFxcTHR1NYmIiTU1NFBYWkpKSgslkIjw8HOCW+uoJFC5FRESkS5w6dYqCggL8/Pxoa2tzWWMYBlOnTgVgx44dVFZWsmzZMubMmWOviYmJYf78+WzcuJH8/HwA/vd//xez2cyzzz7Lj3/8YwDmzJnDv/zLv7Br1y7i4uKczj6azWamTJmCr68vBw4coLi4mHnz5pGWlmaviYuLIzExkby8PHbu3HnLffUEuudSRERE7riWlhZycnKIiIhwCnkdGhoaqKioIDIyEoDi4mJ8fX2Ji4tzqBs9ejTDhg2jtLTUvu0Pf/gDvr6+fP/733eo/dGPfgTAvn37HLZfv36dkpIS+1odl+jj4+Md6oKDgwkLC6OqqgqLxXLLffUEOnMpIiLSjfzqD6u6ugW3Ur6b47F95eXlceXKFbKzs8nOznZZYxgG/v7+TJw4EYDVq1fT2NjodL+kzWajqakJL6//O2d28uRJhg8fjr+/v0NtaGgoX/va1zh16pTD9rKyMlpaWoiIiABg0aJFJCQkMHjwYKe+GhsbAezr3UpfPYHCpYiISDdyvqGyq1v40r311lvs3buX3NxcBgwY4LbObDYzefJk/Pz8ABg4cCADBw50qjtw4ACXLl1i+vTpwM0HeT7++GN7KP20wYMHU1NT47DNMAxGjBhBcHAwAEFBQQQFBTnNLS8v5+TJk4wcOZLAwMBb6qun6FlRWkRERLpUfX09r7zyCnFxcURFRbmta29v59ixY/b7Ld2prKwkNzcXb29vkpOTAbhy5QoAffr0cTnnnnvu4dq1aw7bzGbzZ65VX19PTs7Ns7cpKSm33FdPoXApIiIid4TNZmPlypX069ePJUuWdFp74sQJrl692mngO3PmDGlpaTQ3N5OZmcmYMWPs6/ztf7vq428vYV+4cIHq6upO16qpqSE1NZXa2lqSkpI6Dcbu+uopFC5FRETkjti+fTslJSVkZGTQ1taGxWLBYrHQ3t4O3HxX5McffwzcPJM4dOhQQkJCXO7LMAwWLlyIxWIhMzOThIQE+1jHGcvW1laXc1tbW+nbt6/932azmYCAAMaPH++y/vTp0yQnJ3P+/Hnmzp1Lenq622PsrK+eQvdcioiIdCPfGHT3vg/x8OHD2Gw2li5d6nJ85syZhISEsGfPHgzDsD+5/WmFhYWsW7cOLy8vVq1axaxZsxzG+/btS1BQEPX19S7n19fXO4RWs9lMeHg4Pj7OsejQoUMsX74cq9VKeno6SUlJbo/vs/rqKRQuRUREuhFPPpHd3SxevJjm5man7SaTiYqKCjZu3Ejv3r2pq6ujqqqKrKwsp9odO3aQn59PYGAga9euJSwszOVaDz/8MCUlJbS2tnLPPffYt1+4cAGLxWIPflarlePHj7tc6+DBg2RnZ+Pt7c2aNWuIjo52e2yft6+eQOFSRERE7gh39x52PHXd8cWbwsJC+vbty4QJExzqioqKMJlM9O/fn82bN3f61ZvHH38cwzDYuXOn/SXqAL/73e8AiI2NBaC0tBSr1Wp/BVGHc+fOsWLFCnx8fDCZTEyaNMntWrfSV0+gcCkiIiLdSseXcj59mXr9+vXYbDamTZvG2bNnOXv2rNPc2bNnAzcvse/Zs4df/vKX1NTUMHbsWI4cOcL//u//8g//8A889NBDwM17JEeNGuX0KqENGzZgtVqJjIykvr6e/fv3O601Y8YM/P39b6mvnqCXxWJx/SiViIiIeFxDQwODBg3q6ja6lYULF1JaWsrRo0e5fv06MTExZGRk8NRTT9lr6urqnL6A40rHl3UArl27xpYtW3jjjTewWCzcd999zJkzh3/8x3+0v9g8Pj6emJgYUlNT7fPa29uJiori+vXrna61e/duvLy8brkvT+jOf0cKlyIiIndQdw4F8tXRnf+O9CoiEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERHpMjdu3OAnP/kJ4eHhLsfLysoIDw/nwoULAFgsFnJzc3nyySeZOnUqM2fOZNmyZXz44YedrlNTU0NUVBT79u1zW3Px4kXCw8M5duwYAK2trWzatIn4+HimTp1KdHQ0GRkZnDx50mnu7fZ1N/Lp6gZERESk59q2bRvl5eVux81mM0OGDCE0NBSr1UpqaipVVVXExsYyduxYampqKCws5MiRIxQUFDB8+HCnfTQ2NpKRkcG1a9c67cUwDPr06cOECROw2WxkZWVRXFxMdHQ0iYmJNDU1UVhYSEpKCiaTyR6Ib7evu5XCpYiIiHSJU6dOUVBQgJ+fH21tbS5rDMNg6tSpAOzYsYPKykqWLVvGnDlz7DUxMTHMnz+fjRs3kp+f7zC/rKyMnJwcLl68+Jn9mM1mpkyZgq+vLwcOHKC4uJh58+aRlpZmr4mLiyMxMZG8vDx27tx5233dzXRZXERERO64lpYWcnJyiIiIYNy4cS5rGhoaqKioIDIyEoDi4mJ8fX2Ji4tzqBs9ejTDhg2jtLTUYfvatWtZsGABNpvNIfS5cv36dUpKSuxrHT16FID4+HiHuuDgYMLCwqiqqsJisdxWX3c7nbkUERHpRvbs2dPVLbj15JNPemxfeXl5XLlyhezsbLKzs13WGIaBv78/EydOBGD16tU0Njbi7e3tUGez2WhqasLLy/Gc2blz50hKSuKf/umfePvtt9m1a5fbfsrKymhpaSEiIgKARYsWkZCQwODBg51qGxsbAezr3WpfdzuFSxERkW6kvr6+q1v40r311lvs3buX3NxcBgwY4LbObDYzefJk/Pz8ABg4cCADBw50qjtw4ACXLl1i+vTpDttfffVV+9zPYhgGI0aMIDg4GICgoCCCgoKc6srLyzl58iQjR44kMDDwtvq62/WsKC0iIiJdqr6+nldeeYW4uDiioqLc1rW3t3Ps2DH7/ZbuVFZWkpubi7e3N8nJyQ5jnzdYws0g+1lr1dfXk5OTA0BKSspt93W3U7gUERGRO8Jms7Fy5Ur69evHkiVLOq09ceIEV69e7TTwnTlzhrS0NJqbm8nMzGTMmDG31deFCxeorq7udK2amhpSU1Opra0lKSmp02Dsqb6+qhQuRURE5I7Yvn07JSUlZGRk0NbWhsViwWKx0N7eDtx8V+THH38M3DyTOHToUEJCQlzuyzAMFi5ciMViITMzk4SEhNvuy2w2ExAQwPjx412Onz59muTkZM6fP8/cuXNJT093uy9P9vVVpXsuRUREuhFXD5DcLQ4fPozNZmPp0qUux2fOnElISAh79uzBMAz7k9ufVlhYyLp16/Dy8mLVqlXMmjXrC/VlNpsJDw/Hx8c5Fh06dIjly5djtVpJT08nKSnJ7X483ddXlcKliIhIN+LJJ7K7m8WLF9Pc3Oy03WQyUVFRwcaNG+nduzd1dXVUVVWRlZXlVLtjxw7y8/MJDAxk7dq1hIWFfaGerFYrx48fd7nWwYMHyc7OxtvbmzVr1hAdHe12P57u66tM4VJERETuCHf3HnY8dd3xxZvCwkL69u3LhAkTHOqKioowmUz079+fzZs3e+SrN6WlpVitVvsriDqcO3eOFStW4OPjg8lkYtKkSW738WX09VWmcCkiIiLdSseXcj59mXr9+vXYbDamTZvG2bNnOXv2rNPc2bNn39JahmEwatQop1cJbdiwAavVSmRkJPX19ezfv99p7owZM/D39/9S+voqU7gUERGRbqPjSzkZGRkO2+vq6qiurgZg37597Nu3z+X8Ww1xRUVFxMTEOGxrb2+3f1XHMAwMw3A5d/fu3Vy+fPlL6eurrJfFYrF1dRMiIiI9RUNDA4MGDerqNuQrrjv/HelVRCIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMT5d3YCIiIj0XDdu3GDhwoWUl5dz9OhRp/GysjIWLFjArl27CA0NxWKxsGXLFt555x0aGhoICAhg0qRJLFiwgAcffNBhbm1tLb/61a8oLi6mqamJr33ta0RERLBw4UIGDRrktNbFixd54oknePXVV5kyZQqtra1s3bqVN998k9raWvz9/Rk/fjzJycmMGzfOYe6t9HW3U7gUERGRLrNt2zbKy8vdjpvNZoYMGUJoaChWq5XU1FSqqqqIjY1l7Nix1NTUUFhYyJEjRygoKGD48OEANDU1kZycTHNzM3PmzOHBBx+ksrKS3bt3U1xczLZt2xg4cKDDWoZh0KdPHyZMmIDNZiMrK4vi4mKio6NJTEykqamJwsJCUlJSMJlMhIeHA9xSXz2BwqWIiIh0iVOnTlFQUICfnx9tbW0uawzDYOrUqQDs2LGDyspKli1bxpw5c+w1MTExzJ8/n40bN5Kfnw/A5s2buXTpEr/4xS+IiIiw1z766KMsXbqU3/zmN7zwwgsOa5nNZqZMmYKvry8HDhyguLiYefPmkZaWZq+Ji4sjMTGRvLw8du7cect99QS651JERETuuJaWFnJycoiIiHC6xNyhoaGBiooKIiMjASguLsbX15e4uDiHutGjRzNs2DBKS0vt24qLiwkNDXUIlgDTp08nICDAoRbg+vXrlJSU2NfquEQfHx/vUBccHExYWBhVVVVYLJZb7qsn0JlLERGRbmTnU//R1S249Y+753psX3l5eVy5coXs7Gyys7Nd1hiGgb+/PxMnTgRg9erVNDY24u3t7VBns9loamrCy+v/zpm99tprtLS0OO3z2rVrXLt2zaEWbt7b2dLSYg+jixYtIiEhgcGDBzvto7GxEcC+j1vpqydQuBQREelG6spqu7qFL91bb73F3r17yc3NZcCAAW7rzGYzkydPxs/PD4CBAwc63ScJcODAAS5dusT06dPt24KDg13uc8eOHdy4cYPJkyc7bDcMgxEjRtjnBQUFERQU5DS/vLyckydPMnLkSAIDA2+5r56gZ0VpERER6VL19fW88sorxMXFERUV5bauvb2dY8eO2e+3dKeyspLc3Fy8vb1JTk7utPbYsWP8+te/pm/fvsyd63gW1mw2f+Za9fX15OTkAJCSkuKxvu42CpciIiJyR9hsNlauXEm/fv1YsmRJp7UnTpzg6tWrnQa+M2fOkJaWRnNzM5mZmYwZM8Zt7ZEjR8jMzOSTTz5h5cqVDmc2L1y4QHV1dadr1dTUkJqaSm1tLUlJSZ0G41vp626kcCkiIiJ3xPbt2ykpKSEjI4O2tjYsFgsWi4X29nbg5rsiP/74Y+DmmcShQ4cSEhLicl+GYbBw4UIsFguZmZkkJCS4Xff1119nyZIl3Lhxg5dfftnpMrXZbCYgIIDx48e7nH/69GmSk5M5f/48c+fOJT093e1at9LX3Ur3XIqIiHQjX5/oOkzdDQ4fPozNZmPp0qUux2fOnElISAh79uzBMAz7k9ufVlhYyLp16/Dy8mLVqlXMmjXL7ZqbNm1i69atBAQE8K//+q9MmTLFqcZsNhMeHo6Pj3MsOnToEMuXL8dqtZKenk5SUpLbtW6lr7uZwqWIiEg34sknsrubxYsX09zc7LTdZDJRUVHBxo0b6d27N3V1dVRVVZGVleVUu2PHDvLz8wkMDGTt2rWEhYW5XW/9+vX853/+J1//+tfJz893+SJzq9XK8ePHXa518OBBsrOz8fb2Zs2aNURHR7td61b6utspXIqIiMgd4e7ew46nrju+eFNYWEjfvn2ZMGGCQ11RUREmk4n+/fuzefPmTr96s2vXLv7zP/+T+++/n82bN7t8pRBAaWkpVqvV6X2Y586dY8WKFfj4+GAymZg0aZLbtW6lr55A4VJERES6lY4v5Xz6MvX69eux2WxMmzaNs2fPcvbsWae5s2fP5tq1a7z66qsAzJgxg+PHjzvV+fv7M2PGDAzDYNSoUU6vEtqwYQNWq5XIyEjq6+vZv3+/0z5mzJiBv7//5+6rp1C4FBERkW6j40s5GRkZDtvr6uqorq4GYN++fezbt8/l/NmzZ/P+++/bHwz6/e9/77IuJCSEGTNmUFRURExMjMNYe3u7/as6hmFgGIbLfezevZvLly9/7r56il4Wi8XW1U2IiIj0FA0NDQwaNKir25CvuO78d6RXEYmIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMf4dHUDIiIi0nPduHGDhQsXUl5eztGjR53Gy8rKWLBgAbt27SI0NBSLxcKWLVt45513aGhoICAggEmTJrFgwQIefPBBh7mNjY386le/oqioiMbGRr7xjW8QHx/P9773PXr16uW01sWLF3niiSd49dVXmTJlCq2trWzdupU333yT2tpa/P39GT9+PMnJyYwbN85h7q30dbdTuBQREZEus23bNsrLy92Om81mhgwZQmhoKFarldTUVKqqqoiNjWXs2LHU1NRQWFjIkSNHKCgoYPjw4QBcuXKFBQsWUFdXR0JCAvfffz9FRUX867/+K5WVlbzwwgtOaxmGQZ8+fZgwYQI2m42srCyKi4uJjo4mMTGRpqYmCgsLSUlJwWQyER4eDnBLffUECpciIiLSJU6dOkVBQQF+fn60tbW5rDEMg6lTpwKwY8cOKisrWbZsGXPmzLHXxMTEMH/+fDZu3Eh+fj4A27dvp7q6mldeeYVvf/vbAMTHx5OZmUlhYSFPP/00Q4YMcVjLbDYzZcoUfH19OXDgAMXFxcybN4+0tDR7TVxcHImJieTl5bFz585b7qsn0D2XIiIicse1tLSQk5NDRESE0yXmDg0NDVRUVBAZGQlAcXExvr6+xMXFOdSNHj2aYcOGUVpaat/W1tbG2LFjiY6Odqh99NFHsdlsnDlzxmH79evXKSkpsa/VcYk+Pj7eoS44OJiwsDCqqqqwWCy33FdPoDOXIiIi3ci399V3dQtu/U/sYI/tKy8vjytXrpCdnU12drbLGsMw8Pf3Z+LEiQCsXr2axsZGvL29HepsNhtNTU14ef3fObPnnnvO5T47QuV9993nsL2srIyWlhYiIiIAWLRoEQkJCQwe7HzMjY2NAPb1bqWvnkDhUkREpBs51nC9q1v40r311lvs3buX3NxcBgwY4LbObDYzefJk/Pz8ABg4cCADBw50qjtw4ACXLl1i+vTpLvdz7do1Lly4wB//+Ef27t1LVFQUDz/8sEONYRiMGDGC4OBgAIKCgggKCnLaV3l5OSdPnmTkyJEEBgZ+ob7uVgqXIiIicsfU19fzyiuvEBcXR1RUlNu69vZ2jh075vYMZIfKykpyc3Px9vYmOTnZZc3mzZvZsWMHAN/4xjd4/vnnnWrMZnOn/XT0npOTA0BKSsoX7utu1bPO04qIiEiXsdlsrFy5kn79+rFkyZJOa0+cOMHVq1ftD/O4cubMGdLS0mhubiYzM5MxY8a4rPvWt77FunXrePbZZ7l8+TJJSUmcPn3aPn7hwgWqq6s7XaumpobU1FRqa2tJSkrqNIh+3r7uVgqXIiIickds376dkpISMjIyaGtrw2KxYLFYaG9vB26+K/Ljjz8Gbp5JHDp0KCEhIS73ZRgGCxcuxGKxkJmZSUJCgtt1p0yZwvTp0/nxj3/Mq6++SmtrK//2b/9mHzebzQQEBDB+/HiX80+fPk1ycjLnz59n7ty5pKenu13rVvq6W+myuIiISDcyZZBvV7fwpTl8+DA2m42lS5e6HJ85cyYhISHs2bMHwzDsT25/WmFhIevWrcPLy4tVq1Yxa9asz93DQw89xNChQ3n//fft28xmM+Hh4fj4OMeiQ4cOsXz5cqxWK+np6SQlJbnd9xfp626icCkiItKNePKJ7O5m8eLFNDc3O203mUxUVFSwceNGevfuTV1dHVVVVWRlZTnV7tixg/z8fAIDA1m7di1hYWFONTabjR/+8If4+fnxm9/8xmn86tWr9O7dG7j5AvTjx4+7XOvgwYNkZ2fj7e3NmjVrnF5rdKt99RQKlyIiInJHuLv3sOOp644v3hQWFtK3b18mTJjgUFdUVITJZKJ///5s3rzZ7VdvevXqxaBBgzAMgyNHjvDNb37TPvanP/2J2tpa+8vOS0tLsVqt9lcQdTh37hwrVqzAx8cHk8nEpEmT3B7X5+2rp1C4FBERkW6l40s5n75MvX79emw2G9OmTePs2bOcPXvWae7s2bMBeP7553nvvfd48cUXiY+P5/777+fUqVP84Q9/4IEHHiA1NRW4eY/kqFGjnF4ltGHDBqxWK5GRkdTX17N//36ntWbMmIG/v/8t9dUTKFyKiIhIt9HxpZyMjAyH7XV1dVRXVwOwb98+9u3b53J+R4h74IEH+O1vf8vmzZvZt28fzc3NBAcH84Mf/IB/+qd/IiAgALh51jEmJsZhH+3t7fav6hiGgWEYLtfavXs3ly9fvqW+eoJeFovF1tVNiIiI9BQNDQ0MGjSoq9uQr7ju/HekVxGJiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiEiXuXHjBj/5yU8IDw93OV5WVkZ4eDgXLlwAwGKxkJuby5NPPsnUqVOZOXMmy5Yt48MPP/zMtV566SXCw8OpqalxOX7x4kXCw8M5duwYAK2trWzatIn4+HimTp1KdHQ0GRkZnDx50mnuF+nrbuPT1Q2IiIhIz7Vt2zbKy8vdjpvNZoYMGUJoaChWq5XU1FSqqqqIjY1l7Nix1NTUUFhYyJEjRygoKGD48OEu9/PHP/6RN954o9NeDMOgT58+TJgwAZvNRlZWFsXFxURHR5OYmEhTUxOFhYWkpKRgMpnsgfiL9HU3UrgUERGRLnHq1CkKCgrw8/Ojra3NZY1hGEydOhWAHTt2UFlZybJly5gzZ469JiYmhvnz57Nx40by8/Od9lFTU0Nubm6n68DNIDtlyhR8fX05cOAAxcXFzJs3j7S0NHtNXFwciYmJ5OXlsXPnzi/U191Kl8VFRETkjmtpaSEnJ4eIiAjGjRvnsqahoYGKigoiIyMBKC4uxtfXl7i4OIe60aNHM2zYMEpLS532cePGDVasWMH999/PY4895raf69evU1JSYl/r6NGjAMTHxzvUBQcHExYWRlVVFRaL5bb7upvpzKWIiEg34r8q7bOLusi1nF96bF95eXlcuXKF7OxssrOzXdYYhoG/vz8TJ04EYPXq1TQ2NuLt7e1QZ7PZaGpqwsvL+ZzZtm3b+OCDD/jtb3/Lv//7v7vtp6ysjJaWFiIiIgBYtGgRCQkJDB482Km2sbERwL7e7fR1N1O4FBER6Ua8K093dQtfurfeeou9e/eSm5vLgAED3NaZzWYmT56Mn58fAAMHDmTgwIFOdQcOHODSpUtMnz7dYfvJkycpKCjg+eefZ9iwYZ32ZBgGI0aMIDg4GICgoCCCgoKc6srLyzl58iQjR44kMDDwtvq62/WsKC0iIiJdqr6+nldeeYW4uDiioqLc1rW3t3Ps2DH7/ZbuVFZWkpubi7e3N8nJyfbtLS0trFixgkmTJvH973//M/sym82fuVZ9fT05OTkApKSk3FZfPYHOXIqIiMgdYbPZWLlyJf369WPJkiWd1p44cYKrV692GvjOnDlDeno6zc3NvPDCC4wZM8Y+lpeXx+XLl9m0aRO9evXqdK0LFy5QXV3d6Vo1NTUsWrSI2tpakpKSOg3GnfXVE+jMpYiIiNwR27dvp6SkhIyMDNra2rBYLFgsFtrb24Gb74r8+OOPgZtnEocOHUpISIjLfRmGwcKFC7FYLGRmZpKQkGAf67jsvnDhQvz8/OzrXL9+HYDm5mb7wzgdawUEBDB+/HiXa50+fZrk5GTOnz/P3LlzSU9Pd3uMnfXVU+jMpYiISDdyY/jYrm7hS3P48GFsNhtLly51OT5z5kxCQkLYs2cPhmHYn9z+tMLCQtatW4eXlxerVq1i1qxZDuP/7//9PwDWrl3L2rVrneb/8Ic/BP7viXCz2Ux4eDg+Ps6x6NChQyxfvhyr1Up6ejpJSUluj++z+uopFC5FRES6EU8+kd3dLF68mObmZqftJpOJiooKNm7cSO/evamrq6OqqoqsrCyn2h07dpCfn09gYCBr164lLCzMqeaHP/whs2fPdtr+7//+7xQXF7Nq1Sruvfde4OYL0I8fP+5yrYMHD5KdnY23tzdr1qwhOjra7bF9nr56CoVLERERuSPc3XvY8dR1xxdvCgsL6du3LxMmTHCoKyoqwmQy0b9/fzZv3uz2qzfDhg1z+XT4/v37ARg/fjz33XcfAKWlpVitVvsriDqcO3eOFStW4OPjg8lkYtKkSW6P6/P21VMoXIqIiEi30vGlnE9fpl6/fj02m41p06Zx9uxZzp496zTX1RnLzhiGwahRo5xeJbRhwwasViuRkZHU19fbg+nfmjFjBv7+/l9KX19lCpciIiLSbXR8KScjI8Nhe11dHdXV1QDs27ePffv2uZx/qyGuqKiImJgYh23t7e32r+oYhoFhGC7n7t69m8uXL38pfX2V9bJYLLaubkJERKSnaGhoYNCgQV3dhnzFdee/I72KSEREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8xqerGxAREZGe68aNGyxcuJDy8nKOHj3qNF5WVsaCBQvYtWsXoaGhWCwWtmzZwjvvvENDQwMBAQFMmjSJBQsW8OCDDzrM/fWvf81rr73mct1nnnmGlJQUh20XL17kiSee4NVXX2XKlCm0traydetW3nzzTWpra/H392f8+PEkJyczbtw4h7m30tfdTuFSREREusy2bdsoLy93O242mxkyZAihoaFYrVZSU1OpqqoiNjaWsWPHUlNTQ2FhIUeOHKGgoIDhw4fb51ZUVODv789Pf/pTp/2OGDHCaZthGPTp04cJEyZgs9nIysqiuLiY6OhoEhMTaWpqorCwkJSUFEwmE+Hh4QC33NfdTuFSREREusSpU6coKCjAz8+PtrY2lzWGYTB16lQAduzYQWVlJcuWLWPOnDn2mpiYGObPn8/GjRvJz8+3bz937hzDhg1j9uzZn6sfs9nMlClT8PX15cCBAxQXFzNv3jzS0tLsNXFxcSQmJpKXl8fOnTtvq6+7ne65FBERkTuupaWFnJwcIiIinC4xd2hoaKCiooLIyEgAiouL8fX1JS4uzqFu9OjRDBs2jNLSUvu21tZW/vrXvzJs2LDP1c/169cpKSmxr9VxiT4+Pt6hLjg4mLCwMKqqqrBYLLfcV0+gM5ciIiLdyLWS57u6Bbf8J5s8tq+8vDyuXLlCdnY22dnZLmsMw8Df35+JEycCsHr1ahobG/H29naos9lsNDU14eX1f+fMKisr+eSTT+yXo61WK97e3vj4uI4+ZWVltLS0EBERAcCiRYtISEhg8ODBTrWNjY0A9vVupa+eQOFSRESkG/nk4w+6uoUv3VtvvcXevXvJzc1lwIABbuvMZjOTJ0/Gz88PgIEDBzJw4ECnugMHDnDp0iWmT59u33bu3DkAzpw5w/e//32qq6vx8vJiwoQJPP/88zz00EMO+zAMgxEjRhAcHAxAUFAQQUFBTmuVl5dz8uRJRo4cSWBg4C331RP0rCgtIiIiXaq+vp5XXnmFuLg4oqKi3Na1t7dz7Ngx+/2W7lRWVpKbm4u3tzfJycn27R3h8sSJE8THx5Obm0tycjIffPABP/nJTzh9+rTDfsxm82euVV9fT05ODoDTk+aft6+eQGcuRURE5I6w2WysXLmSfv36sWTJkk5rT5w4wdWrVzsNfGfOnCE9PZ3m5mZeeOEFxowZYx/75je/Sd++ffnBD35gPwM5ffp0pk6dSnJyMuvXr6egoACACxcuUF1d3elaNTU1LFq0iNraWpKSkjoNxp311RMoXIqIiMgdsX37dkpKSsjNzaWtrc3+hHh7eztw812RXl5eBAYGYjabGTp0KCEhIS73ZRgGL730Ei0tLWRmZpKQkOAwPm3aNKZNm+Y0b+zYsTzyyCOUl5dz9epV+vbti9lsJiAggPHjx7tc6/Tp02RmZvLRRx8xd+5c0tPT3R7jZ/XVEyhcioiIdCNegaO7uoUvzeHDh7HZbCxdutTl+MyZMwkJCWHPnj0YhmF/cvvTCgsLWbduHV5eXqxatYpZs2bdUh/33nsvNpuNa9eu2cNleHi4y4d9Dh06xPLly7FaraSnp5OUlOR2v1+0r7uFwqWIiEg34sknsrubxYsX09zc7LTdZDJRUVHBxo0b6d27N3V1dVRVVZGVleVUu2PHDvLz8wkMDGTt2rWEhYU51dhsNubPnw/cfEn7p1VVVdG3b1++9rWvYbVaOX78uMu1Dh48SHZ2Nt7e3qxZs4bo6Gi3x/Z5+uopFC5FRETkjnB372HHU9cdX7wpLCykb9++TJgwwaGuqKgIk8lE//792bx5s9uv3vTq1Yv+/ftTVFTEoUOHHO6P/MMf/kBVVRUJCQl4e3tz9OhRrFar/RVEHc6dO8eKFSvw8fHBZDIxadIkt8f1efvqKRQuRUREpFvp+FLOpy9Tr1+/HpvNxrRp0zh79ixnz551mtvxNZ7Fixdz8uRJXnrpJebMmcODDz7IqVOn+MMf/sCwYcNITU0Fbt4jOWrUKKdXCW3YsAGr1UpkZCT19fXs37/faa0ZM2bg7+9/S331BAqXIiIi0m10fCknIyPDYXtdXR3V1dUA7Nu3j3379rmc3xHihg0bxm9/+1tee+01Dhw4QHNzM4MGDeIHP/gB8+fPp1+/fsDNs44xMTEO+2hvb7d/VccwDAzDcLnW7t27uXz58i311RP0slgstq5uQkREpKdoaGhg0KBBXd2GfMV1578jvURdRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDzGp6sbEBERkZ7rxo0bLFy4kPLyco4ePeo0XlZWxoIFC9i1axehoaFYLBa2bNnCO++8Q0NDAwEBAUyaNIkFCxbw4IMPOs3/05/+xH/9139RUVFBnz59GD9+PM8++ywPPPCAU+3Fixd54oknePXVV5kyZQqtra1s3bqVN998k9raWvz9/Rk/fjzJycmMGzfOYe6t9nU3U7gUERGRLrNt2zbKy8vdjpvNZoYMGUJoaChWq5XU1FSqqqqIjY1l7Nix1NTUUFhYyJEjRygoKGD48OH2ua+99hq//vWvmThxIunp6Vy6dImdO3eSnJzM7373O+677z6HtQzDoE+fPkyYMAGbzUZWVhbFxcVER0eTmJhIU1MThYWFpKSkYDKZCA8PB7jlvu52CpciIiLSJU6dOkVBQQF+fn60tbW5rDEMg6lTpwKwY8cOKisrWbZsGXPmzLHXxMTEMH/+fDZu3Eh+fj4AH3zwAVu3bmXatGmsXbsWb29vAMLDw1m4cCG//e1vWbZsmcNaZrOZKVOm4Ovry4EDByguLmbevHmkpaXZa+Li4khMTCQvL4+dO3fecl89gcKliIhIN/KrP6zq6hbcSvlujsf21dLSQk5ODhEREbS0tFBaWupU09DQQEVFBYsXLwaguLgYX19f4uLiHOpGjx7NsGHDHPaxa9cuPvnkEzIzM+3BEiAsLIyUlBQGDx7ssI/r169TUlLC888/D2C/RB8fH+9QFxwcTFhYGP/v//0/LBYLQUFBt9RXT6BwKSIi0o2cb6js6hbuiLy8PK5cuUJ2djbZ2dkuawzDwN/fn4kTJwKwevVqGhsbHcIigM1mo6mpCS+v/3tOuaSkhOHDh9svfV+/fp1PPvmE3r1788wzzzitVVZWRktLCxEREQAsWrSIhIQEpxAK0NjYCGBf71b66gkULkVEROSOeuutt9i7dy+5ubkMGDDAbZ3ZbGby5Mn4+fkBMHDgQAYOHOhUd+DAAS5dusT06dOBm0HywoULREZGUlpaysaNGzl16hQA48aN4/nnn+eRRx5x2IdhGIwYMYLg4GAAgoKCCAoKclqrvLyckydPMnLkSAIDA2+pr56iZ0VpERER6VL19fW88sorxMXFERUV5bauvb2dY8eO2e+3dKeyspLc3Fy8vb1JTk4G4MqVK3zyySd8+OGHpKenM2bMGH7+85+zaNEiqqurSU1NtYfNDmaz+TPXqq+vJyfn5q0BKSkpt9xXT6EzlyIiInJH2Gw2Vq5cSb9+/ViyZEmntSdOnODq1audBr4zZ86Qnp5Oc3MzL7zwAmPGjAGwPxx0/vx5Fi9ezNy5c+1zpkyZwrx58zCZTGzZsgWACxcuUF1d3elaNTU1LFq0iNraWpKSkjoNxu766ikULkVERLqRbwy6e19Zs337dkpKSsjNzaWtrc0eAtvb24Gb74r08vIiMDAQs9nM0KFDCQkJcbkvwzB46aWXaGlpITMzk4SEBPuYv78/AN7e3g7bAR566CEeeeQRysvLuXbtGv7+/pjNZgICAhg/frzLtU6fPk1mZiYfffQRc+fOJT093e0xdtZXT6FwKSIi0o148ons7ubw4cPYbDaWLl3qcnzmzJmEhISwZ88eDMMgMjLSZV1hYSHr1q3Dy8uLVatWMWvWLIfxfv360bdvX3x8fOjdu7fT/AEDBmCz2bh69ao9XIaHh+Pj4xyLDh06xPLly7FaraSnp5OUlOT2+D6rr55C4VJERETuiMWLF9Pc3Oy03WQyUVFRwcaNG+nduzd1dXVUVVWRlZXlVLtjxw7y8/MJDAxk7dq1hIWFOdX06tWLsWPHUlJSQn19vdMT33/961/x9/fn3nvvxWq1cvz4cZdrHTx4kOzsbLy9vVmzZg3R0dFuj+3z9NVTKFyKiIjIHeHu3sOOp647vnhTWFhI3759mTBhgkNdUVERJpOJ/v37s3nz5k6/evPEE09w7NgxXnvtNZYvX+6wjzNnzhAbG4uXlxelpaVYrVb7K4g6nDt3jhUrVuDj44PJZGLSpElu17qVvnoChUsRERHpVjq+lPPpy9Tr16/HZrMxbdo0zp49y9mzZ53mzp49G4DHH3+ct99+m7179/LRRx8xffp0/vrXv/Lf//3fDBo0yP7VHcMwGDVqlNOrhDZs2IDVaiUyMpL6+nr279/vtNaMGTPw9/e/pb56gl4Wi8XW1U2IiIj0FA0NDQwaNKir2+hWFi5cSGlpKUePHuX69evExMSQkZHBU089Za+pq6tz+gKOKx1f1gG4ceMG//Vf/8WePXv461//SkBAAFOnTiU1NdX+/0F8fDwxMTGkpqba57W3txMVFcX169c7XWv37t14eXndcl+e0J3/jhQuRURE7qDuHArkq6M7/x3pJeoiIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxPl3dgIiIiPRcN27cYOHChZSXl3P06FGn8bKyMhYsWMCuXbsIDQ3FYrGwZcsW3nnnHRoaGggICGDSpEksWLCABx980D4vPDz8M9f+9HoXL17kiSee4NVXX2XKlCm0traydetW3nzzTWpra/H392f8+PEkJyczbtw4h7mft6+eQOFSREREusy2bdsoLy93O242mxkyZAihoaFYrVZSU1OpqqoiNjaWsWPHUlNTQ2FhIUeOHKGgoIDhw4cDsHLlSpf7O3LkCPv37+exxx5zGjMMgz59+jBhwgRsNhtZWVkUFxcTHR1NYmIiTU1NFBYWkpKSgslksgfYW+mrJ1C4FBERkS5x6tQpCgoK8PPzo62tzWWNYRhMnToVgB07dlBZWcmyZcuYM2eOvSYmJob58+ezceNG8vPzAZg9e7bTvi5evMj69esZMmQIOTk5TuNms5kpU6bg6+vLgQMHKC4uZt68eaSlpdlr4uLiSExMJC8vj507d95yXz2B7rkUERGRO66lpYWcnBwiIiKcLjF3aGhooKKigsjISACKi4vx9fUlLi7OoW706NEMGzaM0tLSTtdcu3Ytly9f5p//+Z/p27evw9j169cpKSmxr9VxyTw+Pt6hLjg4mLCwMKqqqrBYLB7p626jM5ciIiLdyJ49e7q6BbeefPJJj+0rLy+PK1eukJ2dTXZ2tssawzDw9/dn4sSJAKxevZrGxka8vb0d6mw2G01NTXh5uT9ndvToUQ4fPszs2bMJCwtzGi8rK6OlpYWIiAgAFi1aREJCAoMHD3aqbWxsBLCv90X6uhspXIqIiHQj9fX1Xd3Cl+6tt95i79695ObmMmDAALd1ZrOZyZMn4+fnB8DAgQMZOHCgU92BAwe4dOkS06dPd7uvX/7yl/j4+JCamupy3DAMRowYQXBwMABBQUEEBQU51ZWXl3Py5ElGjhxJYGDgF+7rbtSzorSIiIh0qfr6el555RXi4uKIiopyW9fe3s6xY8fs91u6U1lZSW5uLt7e3iQnJ7usKS8v5/Tp08yePZuvf/3rLmvMZvNnrlVfX2+/VzMlJeUL93W3UrgUERGRO8Jms7Fy5Ur69evHkiVLOq09ceIEV69e7TTwnTlzhrS0NJqbm8nMzGTMmDEu6/77v/8bgKSkJJfjFy5coLq6utO1ampqSE1Npba2lqSkpE6D8eft626lcCkiIiJ3xPbt2ykpKSEjI4O2tjYsFgsWi4X29nbg5rsiP/74Y+DmmcShQ4cSEhLicl+GYbBw4UIsFguZmZkkJCS4rLt+/TqGYTBmzBiGDh3qssZsNhMQEMD48eNdjp8+fZrk5GTOnz/P3LlzSU9Pd3uMn7evu5nuuRQREelGXD1Acrc4fPgwNpuNpUuXuhyfOXMmISEh7NmzB8Mw7E9uf1phYSHr1q3Dy8uLVatWMWvWLLdrlpSUcPXqVWbOnOm2xmw2Ex4ejo+Pcyw6dOgQy5cvx2q1kp6e7vbs5632dTdTuBQREelGPPlEdnezePFimpubnbabTCYqKirYuHEjvXv3pq6ujqqqKrKyspxqd+zYQX5+PoGBgaxdu9blk99/q6ysDIBvfvObLsetVivHjx93udbBgwfJzs7G29ubNWvWEB0d7XadW+3rbqZwKSIiIneEu3sPO5667vjiTWFhIX379mXChAkOdUVFRZhMJvr378/mzZs/11dv3n//ffz9/d1eEi8tLcVqtdpfQdTh3LlzrFixAh8fH0wmE5MmTXK7xu30dTdTuBQREZFupeNLOZ++TL1+/XpsNhvTpk3j7NmznD171mnup7/MU11dTXBwsNt3TRqGwahRo5xeJbRhwwasViuRkZHU19ezf/9+p7kzZszA39//tvq6mylcioiISLfR8aWcjIwMh+11dXVUV1cDsG/fPvbt2+dy/qdDXFNTEyNHjnS7XlFRETExMQ7b2tvb7V/VMQwDwzBczt29ezeXL1++rb7uZr0sFoutq5sQERHpKRoaGhg0aFBXtyFfcd3570ivIhIRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj/Hp6gZERESk57px4wYLFy6kvLyco0ePOo2XlZWxYMECdu3aRWhoKBaLhS1btvDOO+/Q0NBAQEAAkyZNYsGCBTz44IMOcy9dusSmTZswm81cvnyZwYMH8/jjj/NP//RP+Pn5Oa118eJFnnjiCV599VWmTJlCa2srW7du5c0336S2thZ/f3/Gjx9PcnIy48aNc5h7K33d7RQuRUREpMts27aN8vJyt+Nms5khQ4YQGhqK1WolNTWVqqoqYmNjGTt2LDU1NRQWFnLkyBEKCgoYPnw4AFeuXOGZZ57h4sWLxMXFMWrUKEpKSvjNb37D+++/zy9+8QuntQzDoE+fPkyYMAGbzUZWVhbFxcVER0eTmJhIU1MThYWFpKSkYDKZCA8PB7ilvnoChUsRERHpEqdOnaKgoAA/Pz/a2tpc1hiGwdSpUwHYsWMHlZWVLFu2jDlz5thrYmJimD9/Phs3biQ/Px+APXv2UFNTw7PPPsuPf/xjAOLj41m9ejV79+6lqKiIiIgIh7XMZjNTpkzB19eXAwcOUFxczLx580hLS7PXxMXFkZiYSF5eHjt37rzlvnoC3XMpIiIid1xLSws5OTlEREQ4XWLu0NDQQEVFBZGRkQAUFxfj6+tLXFycQ93o0aMZNmwYpaWl9m1/+ctfAPjWt77lUDtjxgwAzp4967D9+vXrlJSU2NfquEQfHx/vUBccHExYWBhVVVVYLJZb7qsn0JlLERGRbmTnU//R1S249Y+753psX3l5eVy5coXs7Gyys7Nd1hiGgb+/PxMnTgRg9erVNDY24u3t7VBns9loamrCy+v/zpk98MADAPz5z392uCRdXV0NwKBBgxz2UVZWRktLi/1s5qJFi0hISGDw4MFOfTU2NgLY17uVvnoChUsREZFupK6stqtb+NK99dZb7N27l9zcXAYMGOC2zmw2M3nyZPvDNwMHDmTgwIFOdQcOHODSpUtMnz7dvu2pp57i4MGDmEwmevfuzciRIykvL+fXv/41w4cP5+///u8d9mEYBiNGjCA4OBiAoKAggoKCnNYqLy/n5MmTjBw5ksDAwFvuqydQuBQREZE7pr6+nldeeYW4uDiioqLc1rW3t3Ps2DGee+65TvdXWVlJbm4u3t7eJCcn27f36dOH1NRUli9fztKlS+3bhwwZwr/9279xzz33OOzHbDZ32k9H7zk5OQCkpKTcVl89Qc86TysiIiJdxmazsXLlSvr168eSJUs6rT1x4gRXr161P8zjypkzZ0hLS6O5uZnMzEzGjBljH/vTn/7Es88+i81mY/HixeTm5vLMM8/Q0NBASkoKFy9etNdeuHCB6urqTteqqakhNTWV2tpakpKSOg2infXVE+jMpYiIiNwR27dvp6SkhNzcXNra2uxPiLe3twM33xXp5eVFYGAgZrOZoUOHEhIS4nJfhmHw0ksv0dLSQmZmJgkJCQ7jGzdupHfv3hQUFBAaGgpAVFQUkydPJjU1lfz8fH7+858DN89aBgQEMH78eJdrnT59mszMTD766CPmzp1Lenq622P8rL56AoVLERGRbuTrE12HqbvB4cOHsdlsDpep/9bMmTMJCQlhz549GIZhf3L70woLC1m3bh1eXl6sWrWKWbNmOYxbLBbq6+uJjIy0B8sOYWFhPPDAAxw7dsy+zWw2Ex4ejo+Pcyw6dOgQy5cvx2q1kp6eTlJSktvj+6y+egqFSxERkW7Ek09kdzeLFy+mubnZabvJZKKiosJ+trGuro6qqiqysrKcanfs2EF+fj6BgYGsXbuWsLAwpxofHx969erFJ5984rKPGzduYLPZgJsvQD9+/LjLtQ4ePEh2djbe3t6sWbOG6Ohot8f2efrqKRQuRURE5I5wd+9hx1PXHV+8KSwspG/fvkyYMMGhrqioCJPJRP/+/dm8ebPbr94EBATwd3/3dxw7doxz584xcuRIh32cP3/eHhRLS0uxWq1OL1Q/d+4cK1aswMfHB5PJxKRJk9we1+ftq6dQuBQREZFupeNLOZ++TL1+/XpsNhvTpk3j7NmzTi9CB5g9ezYAL7zwAikpKaSkpBAfH8/999/PuXPn2L17NwMGDLDfN2kYBqNGjXJ6ldCGDRuwWq1ERkZSX1/P/v37ndaaMWMG/v7+t9RXT6BwKSIiIt1Gx5dyMjIyHLbX1dXZX4C+b98+9u3b53J+R4gbMWIEv/vd79iyZQv79u3j8uXLDBgwgO9+97v85Cc/sb9EvaioiJiYGId9tLe327+qYxgGhmG4XGv37t1cvnz5lvrqCXpZLBZbVzchIiLSUzQ0NDh9HUbkVnXnvyO951JEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPManqxsQERGRnuvGjRssXLiQ8vJyjh496jReVlbGggUL2LVrF6GhoVgsFrZs2cI777xDQ0MDAQEBTJo0iQULFvDggw86zK2rq2PTpk0UFRVhtVoZOnQo//iP/8js2bNd9nLx4kWeeOIJXn31VaZMmUJraytbt27lzTffpLa2Fn9/f8aPH09ycjLjxo1zmHsrfd3tFC5FRESky2zbto3y8nK342azmSFDhhAaGorVaiU1NZWqqipiY2MZO3YsNTU1FBYWcuTIEQoKChg+fDgAtbW1zJ8/n6amJr773e8yduxYSktLWbFiBR988AEZGRlOaxmGQZ8+fZgwYQI2m42srCyKi4uJjo4mMTGRpqYmCgsLSUlJwWQyER4eDnBLffUECpciIiLSJU6dOkVBQQF+fn60tbW5rDEMg6lTpwKwY8cOKisrWbZsGXPmzLHXxMTEMH/+fDZu3Eh+fj4Av/jFL2hsbOSnP/0p3/ve9wBISEjg61//Or///e+JiooiLCzMYS2z2cyUKVPw9fXlwIEDFBcXM2/ePNLS0uw1cXFxJCYmkpeXx86dO2+5r55A91yKiIjIHdfS0kJOTg4RERFOl5g7NDQ0UFFRQWRkJADFxcX4+voSFxfnUDd69GiGDRtGaWkpANevX8cwDL7xjW84hD2A+fPnA7Br1y6H7devX6ekpMS+Vscl+vj4eIe64OBgwsLCqKqqwmKx3FJfPYXOXIqIiHQj395X39UtuPU/sYM9tq+8vDyuXLlCdnY22dnZLmsMw8Df35+JEycCsHr1ahobG/H29naos9lsNDU14eV185yZxWLBarUyYsQIevXq5VDbr18/vva1r3H69GmH7WVlZbS0tBAREQHAokWLSEhIYPBg52NubGwEsK/3efvqKRQuRUREupFjDde7uoUv3VtvvcXevXvJzc1lwIABbuvMZjOTJ0/Gz88PgIEDBzJw4ECnugMHDnDp0iWmT58OgL+/PwBXr151qr1x4wbNzc20trY6bDcMgxEjRhAcHAxAUFAQQUFBTvPLy8s5efIkI0eOJDAw8Jb66il6VpQWERGRLlVfX88rr7xCXFwcUVFRbuva29s5duyY/X5LdyorK8nNzcXb25vk5GQAAgICGD58OOXl5dTW1jrUv/3227S3t2O1Wh22m83mz1yrvr6enJwcAFJSUm65r55C4VJERETuCJvNxsqVK+nXrx9LlizptPbEiRNcvXq108B35swZ0tLSaG5uJjMzkzFjxtjHUlJSsFqtLF68mKKiImpqavjjH//Iv/zLvxAYGIiPz/9dvL1w4QLV1dWdrlVTU0Nqaiq1tbUkJSV1Gow766sn0GVxERERuSO2b99OSUkJubm5tLW12Z8Qb29vB27eK+nl5UVgYCBms5mhQ4cSEhLicl+GYfDSSy/R0tJCZmYmCQkJDuOPPfYYy5cvx2QysXjxYgD69+/P4sWLeeONN6isrLTXms1mAgICGD9+vMu1Tp8+TWZmJh999BFz584lPT3d7TF+Vl89gcKliIhINzJlkG9Xt/ClOXz4MDabjaVLl7ocnzlzJiEhIezZswfDMOxPbn9aYWEh69atw8vLi1WrVjFr1iyXdU888QQzZ87k3LlzeHl5MWLECPz8/NiyZQv333+/vc5sNhMeHu5wNrPDoUOHWL58OVarlfT0dJKSktwe3+ft626ncCkiItKNePKJ7O5m8eLFNDc3O203mUxUVFSwceNGevfuTV1dHVVVVWRlZTnV7tixg/z8fAIDA1m7dq3Tuyo7GIbBxx9/zOzZsx1edfTnP/+Zuro6vvvd7wI3X4B+/Phxl2sdPHiQ7OxsvL29WbNmDdHR0W6P7fP21RMoXIqIiMgd4e7ew46nrju+eFNYWEjfvn2ZMGGCQ11RUREmk4n+/fuzefPmTr968z//8z/86U9/4uGHH2bIkCHAzXdZbtiwgd69e9vfX1laWorVarW/gqjDuXPnWLFiBT4+PphMJiZNmuR2rVvpqydQuBQREZFupeNLOZ++TL1+/XpsNhvTpk3j7NmznD171mlux3fDf/jDH/LWW2+xaNEi/uEf/oF77rmH/fv3c/LkSbKzs+2vDjIMg1GjRjm9SmjDhg1YrVYiIyOpr69n//79TmvNmDEDf3//W+qrJ1C4FBERkW6j40s5n/72d11dHdXV1QDs27ePffv2uZzfEeKGDx/Opk2beO211/jtb3/LJ598wqhRo9iwYQOPPvqovb6oqIiYmBiHfbS3t9u/qmMYBoZhuFxr9+7dXL58+Zb66gl6WSwWW1c3ISIi0lM0NDQwaNCgrm5DvuK689+R3nMpIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiXebGjRv85Cc/ITw83OV4WVkZ4eHhXLhwAYCrV6/y6quvEh8fz7Rp00hISGDbtm20t7c7zW1tbeW1117je9/7nr3297//PTdu3HC51sWLFwkPD+fYsWP2+Zs2bSI+Pp6pU6cSHR1NRkYGJ0+edJprsVjIzc3lySefZOrUqcycOZNly5bx4Ycf3uYv89Xl09UNiIiISM+1bds2ysvL3Y6bzWaGDBlCaGgo7e3tZGRk8N577xEXF8dDDz3Eu+++yy9/+UvKy8vJz8+3z/vkk0/46U9/SlFREU888QQPP/wwxcXFbNiwgb/85S/88z//s9NahmHQp08fJkyYgM1mIysri+LiYqKjo0lMTKSpqYnCwkJSUlIwmUz2QGy1WklNTaWqqorY2FjGjh1LTU0NhYWFHDlyhIKCAoYPH+75H6+bUrgUERGRLnHq1CkKCgrw8/Ojra3NZY1hGEydOhWA/fv3c+LECZ577jl+9KMfAfC9732PgIAA/uu//oujR4/aA9///u//YjabefbZZ/nxj38MwJw5c/iXf/kXdu3aRVxcHOPGjXNYy2w2M2XKFHx9fTlw4ADFxcXMmzePtLQ0e01cXByJiYnk5eWxc+dOAHbs2EFlZSXLli1jzpw59tqYmBjmz5/Pxo0bHYLv3U6XxUVEROSOa2lpIScnh4iICKeQ16GhoYGKigoiIyMBuHLlCiNGjODJJ590qHv00UcB+OCDD+zb/vCHP+Dr68v3v/99h9qOULpv3z6H7devX6ekpMS+1tGjRwGIj493qAsODiYsLIyqqiosFgsAxcXF+Pr6EhcX51A7evRohg0bRmlpaec/xl1GZy5FRES6Ef9VaZ9d1EWu5fzSY/vKy8vjypUrZGdnk52d7bLGMAz8/f2ZOHEiAImJiSQmJjrVnTlzBoCQkBD7tpMnTzJ8+HD8/f0dakNDQ/na177GqVOnHLaXlZXR0tJCREQEAIsWLSIhIYHBgwc7rdfY2AiAl9fNc3SrV6+msbERb29vhzqbzUZTU5O9rqdQuBQREelGvCtPd3ULX7q33nqLvXv3kpuby4ABA9zWmc1mJk+ejJ+fn9OY1WqltraWt99+m9/85jc8/PDDzJgxA7j5IM7HH39sD6WfNnjwYGpqahy2GYbBiBEjCA4OBiAoKIigoCCnueXl5Zw8eZKRI0cSGBgIwMCBAxk4cKBT7YEDB7h06RLTp093e4x3I4VLERERuWPq6+t55ZVXiIuLIyoqym1de3s7x44d47nnnnM5vnv3bvLy8gD42te+xosvvoivry9w8/I5QJ8+fVzOveeee7h27ZrDNrPZ3Gk/Hb3n5OQAkJKS0mltZWUlubm5eHt7k5yc3Gnt3aZnnacVERGRLmOz2Vi5ciX9+vVjyZIlndaeOHGCq1ev2h/m+bRx48aRm5vL0qVL8fPzIzk5mcOHD9vX+dv/dtXH317CvnDhAtXV1W7XAqipqSE1NZXa2lqSkpI6DaJnzpwhLS2N5uZmMjMzGTNmTKfHerfRmUsRERG5I7Zv305JSQm5ubm0tbXZnxDveEelxWLBy8uLwMBAzGYzQ4cOdbiP8m89/PDD9v8dFRXF008/zbp165g2bZr9jGVra6vLua2trfTt29f+b7PZTEBAAOPHj3dZf/r0aTIzM/noo4+YO3cu6enpbo/RMAxeeuklWlpayMzMJCEhoZNf5O6kcCkiItKN3Bg+tqtb+NIcPnwYm83G0qVLXY7PnDmTkJAQ9uzZg2EY9ie3P0vHE9yHDx/GYrHY75esr693WV9fX+8QWs1mM+Hh4fj4OMeiQ4cOsXz5cqxWK+np6SQlJbnto7CwkHXr1uHl5cWqVauYNWvW5+r/bqNwKSIi0o148ons7mbx4sU0Nzc7bTeZTFRUVLBx40Z69+5NXV0dVVVVZGVlOdRlZGTw5z//mcLCQqcg2NLSgpeXl/3hn4cffpiSkhJaW1u555577HUXLlzAYrHYg5/VauX48eNOawEcPHiQ7OxsvL29WbNmDdHR0W6PbceOHeTn5xMYGMjatWsJCwv7/D/MXUbhUkRERO4Id/cedjx13fEC9MLCQvr27cuECRMc6kJCQjAMg7179zq8rLysrIyysjKmTJlivyT++OOPYxgGO3futL9EHeB3v/sdALGxsQCUlpZitVrtryDqcO7cOVasWIGPjw8mk4lJkya5Pa6ioiJMJhP9+/dn8+bNPeprPK4oXIqIiEi30vGlnE+fnXzmmWcwm83k5uZy5swZHnroIf785z+za9cugoKCeOGFF+y1M2fOZM+ePfzyl7+kpqaGsWPHcuTIEf73f/+Xf/iHf+Chhx4Cbt4jOWrUKKdXCW3YsAGr1UpkZCT19fXs37/fqc8ZM2bg7+/P+vXrsdlsTJs2jbNnz3L27Fmn2tmzZ3vip/lK6GWxWFw/SiUiIiIe19DQwKBBg7q6jW5l4cKFlJaWcvToUa5fv05MTAwZGRk89dRTTrVNTU289tprHD58mMbGRgYMGEBkZCTPPPOM0+967do1tmzZwhtvvIHFYuG+++5jzpw5/OM//qP9xebx8fHExMSQmppqn9fe3k5UVBTXr1/vtO/du3fj5eXl9GUeVzq++OMp3fnvSOFSRETkDurOoUC+Orrz35HecykiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiInfUyy+/THh4uMv/7Nu3z6G2rKyM8PBwLly44LSf5uZmYmNj+dWvfuV2rba2NqZPn87rr78OQHt7O//xH/9BYmIi3/rWt5gxYwYLFy6kqKjIaW5rayubNm0iPj6eqVOnEh0dTUZGBidPnvyCv8DdzaerGxAREZGepaKigpCQEBYuXOg0Nn78eId/m81mhgwZQmhoqMP21tZWli5dSn19fadrHT9+nNbWViIiIgD4+c9/zuuvv86jjz7KnDlzuHbtGnv27OH5559n+fLlxMbGAmCz2cjKyqK4uJjo6GgSExNpamqisLCQlJQUTCYT4eHhX+RnuGspXIqIiMgd88knn1BZWcm0adOYPXv2Z9YbhsHUqVMdtlVWVvLSSy9RWVn5mfPNZjOjRo1i0KBBvPvuu7z++uvMnDmTl19+2V4THx/P3LlzMZlMzJo1C19fX9544w2Ki4uZN28eaWlp9tq4uDgSExPJy8tj586dt3DkPYcui4uIiMgdc/78eaxWK8OHD//M2oaGBioqKoiMjLRv27ZtG0lJSTQ0NPCDH/zgM/dhNpvt4fTo0aPAzTD5twICAoiKiuLjjz/m3LlzndYGBwcTFhZGVVUVFovlM9fviXTmUkREpBu5VvJ8V7fglv9k0xfex9mzZwEYNmwYcPPytq+vL97e3k61hmHg7+/PxIkT7dvOnDlDbGwsCxYsoLq6mu3bt7td669//Svnz5+3h8unn36a6dOn88ADDzjVNjY2Atj7WLRoEQkJCQwePNhtrZeXztG5onApIiLSjXzy8Qdd3cKXquPM4JEjRzCZTNTW1uLr60tERAQZGRkO91aazWYmT56Mn5+ffdvKlSvt/66uru50LcMwCAwM5JFHHgFunqEcNWqUU92FCxd4++236d+/v/2MalBQEEFBQU615eXlnDx5kpEjRxIYGHhrB99DKFyKiIjIHVNRUQHAe++9x/z58wkKCuLdd99l586dvPfee2zdupX77ruP9vZ2jh07xnPPPecw/2+D5mcxDINHH33U5VnRDleuXGHZsmW0tbWxaNEifHzcR6P6+npycnIASElJ+dx99DQKlyIiInLHzJw5k9GjR/OjH/2Ie+65B4AZM2bwyCOP8OKLL7Jp0yZWr17NiRMnuHr1qtPDPJ9Xa2srZWVl/PSnP3Vbc/nyZTIyMvjggw+IiYnh+9//vtvampoaFi1aRG1tLUlJSURFRd1WXz2BwqWIiIjcMY8//rjL7Y899hjBwcEcOXIEuHlJfOjQoYSEhNzWOiUlJbS1tdlfQfRp58+fJyMjg7/85S98+9vfZuXKlfTq1ctl7enTp8nMzOSjjz5i7ty5pKen31ZPPYXCpYiISDfiFTi6q1voMvfee6/9srlhGA5Pid8qs9nM6NGjuffee53G3n33XZYuXYrFYuHpp5/m+eefd/twzqFDh1i+fDlWq5X09HSSkpJuu6eeQuFSRESkG/HEE9ndlcViIS0tjfvvv5+1a9c6jLW3t3P+/Hnuv/9+6urqqKqqIisr67bXMpvNfOc733HaXl5eTnp6OlarlSVLlvD000+73cfBgwfJzs7G29ubNWvWEB0dfdv99CR6hl5ERETuiKCgIG7cuMHhw4d5//33Hca2bdvGlStXiI2NxTAM+vbty4QJE25rnQ8//JCamhqnS+INDQ1kZWXR2trKz372s06D5blz51ixYgU+Pj784he/ULC8BTpzKSIiInfMCy+8wOLFi3n22Wft75EsKSnh4MGDTJo0icTERF588UWmTJnS6ZPbnTEMg6CgIB5++GGH7QUFBVgsFsaNG4fNZmP//v1Oc8PDwxkwYAAbNmzAarUSGRlJfX29y9oZM2bg7+9/Wz3ezRQuRURE5I6ZNGkSBQUFFBQU8P/9f/8f165d47777mPBggUkJSVhs9koKSkhIyPjttcoKirim9/8ptN9lMXFxQCcPHmSkydPupy7adMm+vfvT2lpKXAzqBqG4bJ29+7dCpcu9LJYLLaubkJERKSnaGhoYNCgQV3dhnzFdee/I91zKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIe49PVDYiIiEjP8vLLL/P666+7HMvJySE2Ntb+77KyMhYsWMCuXbsIDQ3FYrGwZcsW3nnnHRoaGggICGDSpEksWLCABx980Gl/bW1txMTEsHTpUuLi4mhvb2fnzp3s27eP8+fP4+Pjw+jRo/nxj39MRESEw9zW1la2bt3Km2++SW1tLf7+/owfP57k5GTGjRvn0d/kbqJwKSIiIndURUUFISEhLFy40Gls/PjxDv82m80MGTKE0NBQrFYrqampVFVVERsby9ixY6mpqaGwsJAjR45QUFDA8OHDHeYfP36c1tZWe3D8+c9/zuuvv86jjz7KnDlzuHbtGnv27OH5559n+fLl9mBrs9nIysqiuLiY6OhoEhMTaWpqorCwkJSUFEwmE+Hh4V/SL/TVpnApIiIid8wnn3xCZWUl06ZNY/bs2Z9ZbxgGU6dOBWDHjh1UVlaybNky5syZY6+JiYlh/vz5bNy4kfz8fIf5ZrOZUaNGMWjQIN59911ef/11Zs6cycsvv2yviY+PZ+7cuZhMJmbNmoWvry9vvPEGxcXFzJs3j7S0NHttXFwciYmJ5OXlsXPnzi/6c9yVdM+liIiI3DHnz5/HarU6nWF0paGhgYqKCiIjIwEoLi7G19eXuLg4h7rRo0czbNgwSktLnfZhNpvt4fTo0aPAzTD5twICAoiKiuLjjz/m3LlzndYGBwcTFhZGVVUVFovlcxxxz6MzlyIiIt3Ir/6wqqtbcCvluzlfeB9nz54FYNiwYcDN+xp9fX3x9vZ2qjUMA39/fyZOnAjA6tWraWxsdKq12Ww0NTXh5eV4zuyvf/0r58+ft4fLp59+munTp/PAAw84rdXY2Ahg3/eiRYtISEhg8ODBbms/vZ7cpHApIiLSjZxvqOzqFr5UHWcGjxw5gslkora2Fl9fXyIiIsjIyCA0NNReazabmTx5Mn5+fgAMHDiQgQMHOu3zwIEDXLp0ienTpztsNwyDwMBAHnnkEeDmGcpRo0Y5zb9w4QJvv/02/fv3t59RDQoKIigoyKm2vLyckydPMnLkSAIDA2/vR7jLKVyKiIjIHVNRUQHAe++9x/z58wkKCuLdd99l586dvPfee2zdupX77ruP9vZ2jh07xnPPPdfp/iorK8nNzcXb25vk5GSHMcMwePTRR12eFe1w5coVli1bRltbG4sWLcLHx300qq+vJyfn5tnblJSUz3vIPY7CpYiIiNwxM2fOZPTo0fzoRz/innvuAWDGjBk88sgjvPjii2zatInVq1dz4sQJrl69ar+k7cqZM2dIT0+nubmZF154gTFjxtjHWltbKSsr46c//anb+ZcvXyYjI4MPPviAmJgYvv/977utrampYdGiRdTW1pKUlERUVNRtHH3PoHApIiIid8zjjz/ucvtjjz1GcHAwR44cAW5eEh86dCghISEu6w3D4KWXXqKlpYXMzEwSEhIcxktKSmhra3N6d2WH8+fPk5GRwV/+8he+/e1vs3LlSnr16uWy9vTp02RmZvLRRx8xd+5c0tPTP+/h9kgKlyIiIt3INwZ99lPUd6t7773XftncMAz7U+KfVlhYyLp16/Dy8mLVqlXMmjXLqcZsNjN69Gjuvfdep7F3332XpUuXYrFYePrpp3n++efdPpxz6NAhli9fjtVqJT09naSkpC9whD2DwqWIiEg34oknsrsri8VCWloa999/P2vXrnUYa29v5/z589x///3U1dVRVVVFVlaW0z527NhBfn4+gYGBrF27lrCwMJdrmc1mvvOd7zhtLy8vJz09HavVypIlS3j66afd9nvw4EGys7Px9vZmzZo1REdH3+IR90x6hl5ERETuiKCgIG7cuMHhw4d5//33Hca2bdvGlStXiI2NxTAM+vbty4QJExxqioqKMJlM9O/fn9dee81tsPzwww+pqalxuiTe0NBAVlYWra2t/OxnP+s0WJ47d44VK1bg4+PDL37xCwXLW6AzlyIiInLHvPDCCyxevJhnn33W/h7JkpISDh48yKRJk0hMTOTFF19kypQpTk9ur1+/HpvNxrRp0zh79qz9nZl/a/bs2RiGQVBQEA8//LDDWEFBARaLhXHjxmGz2di/f7/T/PDwcAYMGMCGDRuwWq1ERkZSX1/vsnbGjBn4+/t/wV/k7tPLYrHYuroJERGRnqKhoYFBgwZ1dRtd6oMPPqCgoIATJ05w7do17rvvPh5//HGSkpLw8vIiJiaGjIwMnnrqKfucuro6py/zuHL06FGee+457r33Xlatcnwh/VNPPUVNTU2n8zdt2sTf/d3fERUVxfXr1zut3b17N/fdd99n9vRl6M5/RwqXIiIid1B3DgXy1dGd/450z6WIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIxPVzcgIiIiPcvLL7/M66+/7nIsJyeH2NhY+7/LyspYsGABu3btIjQ0lKtXr7Jt2zYOHjxIfX09wcHBxMbGkpSUhI+Pc6xpa2sjJiaGpUuXEhcXR3t7Ozt37mTfvn2cP38eHx8fRo8ezY9//GMiIiIc5ra2trJ161befPNNamtr8ff3Z/z48SQnJzNu3DjP/ih3EYVLERERuaMqKioICQlh4cKFTmPjx493+LfZbGbIkCGEhobS3t5ORkYG7733HnFxcTz00EO8++67/PKXv6S8vJz8/Hyn/R0/fpzW1lZ7cPz5z3/O66+/zqOPPsqcOXO4du0ae/bs4fnnn2f58uX2YGuz2cjKyqK4uJjo6GgSExNpamqisLCQlJQUTCYT4eHhX8Kv89WncCkiIiJ3zCeffEJlZSXTpk1j9uzZn1lvGAZTp04FYP/+/Zw4cYLnnnuOH/3oRwB873vfIyAggP/6r//i6NGjToHPbDYzatQoBg0axLvvvsvrr7/OzJkzefnll+018fHxzJ07F5PJxKxZs/D19eWNN96guLiYefPmkZaWZq+Ni4sjMTGRvLw8du7c6Ymf5K6jey5FRETkjjl//jxWq5Xhw4d/Zm1DQwMVFRVERkYCcOXKFUaMGMGTTz7pUPfoo48C8MEHHzjtw2w228Pp0aNHgZth8m8FBAQQFRXFxx9/zLlz5zqtDQ4OJiwsjKqqKiwWy2ceQ0+kM5ciIiLdyJ49e7q6Bbc+Hepux9mzZwEYNmwYcPO+Rl9fX7y9vZ1qDcPA39+fiRMnApCYmEhiYqJT3ZkzZwAICQlx2P7Xv/6V8+fP28Pl008/zfTp03nggQec9tHY2Ahg72PRokUkJCQwePBgt7VeXjpH54rCpYiISDdSX1/f1S18qTrODB45cgSTyURtbS2+vr5ERESQkZFBaGiovdZsNjN58mT8/Pyc9mO1WqmtreXtt9/mN7/5DQ8//DAzZsxwqDEMg8DAQB555BHg5hnKUaNGOe3rwoULvP322/Tv399+RjUoKIigoCCn2vLyck6ePMnIkSMJDAy83Z/hrqZwKSIiIndMRUUFAO+99x7z588nKCiId999l507d/Lee++xdetW7rvvPtrb2zl27BjPPfecy/3s3r2bvLw8AL72ta/x4osv4uvr61BjGAaPPvqoy7OiHa5cucKyZctoa2tj0aJFLp8471BfX09OTg4AKSkpt3TcPYnO54qIiMgdM3PmTJ555hl+85vf8NRTTzFjxgzS09N5+eWXaWpqYtOmTQCcOHGCq1ev2i9pf9q4cePIzc1l6dKl+Pn5kZyczOHDh+3jra2tlJWVuZ0PcPnyZdLT0/nggw+IiYnh+9//vtvampoaUlNTqa2tJSkpiaioqNv8Be5+OnMpIiIid8zjjz/ucvtjjz1GcHAwR44cAW5eEh86dKjTfZQdHn74Yfv/joqK4umnn2bdunVMmzYNgJKSEtra2pzeXdnh/PnzZGRk8Je//IVvf/vbrFy5kl69ermsPX36NJmZmXz00UfMnTuX9PT0z328PZHCpYiISDfi6gGSnuLee++1XzY3DMP+lPhn6XiC+/Dhw1gsFoKCgjCbzYwePZp7773Xqf7dd99l6dKlWCwWnn76aZ5//nm3D+ccOnSI5cuXY7VaSU9PJykp6fYPsIdQuBQREelGPPFEdndlsVhIS0vj/vvvZ+3atQ5j7e3tnD9/nvvvv5+6ujqqqqrIyspyqMnIyODPf/4zhYWFTvdGtrS04OXlZX/4x2w2853vfMeph/LyctLT07FarSxZsoSnn37abb8HDx4kOzsbb29v1qxZQ3R09O0eeo+iey5FRETkjggKCuLGjRscPnyY999/32Fs27ZtXLlyhdjYWAzDoG/fvkyYMMGhJiQkhNraWvbu3euwvaysjLKyMqZMmUKfPn348MMPqampcbok3tDQQFZWFq2trfzsZz/rNFieO3eOFStW4OPjwy9+8QsFy1ugM5ciIiJyx7zwwgssXryYZ5991v4eyZKSEg4ePMikSZNITEzkxRdfZMqUKU5nJ5955hnMZjO5ubmcOXOGhx56iD//+c/s2rWLoKAgXnjhBeDmJfWgoCCH+zIBCgoKsFgsjBs3DpvNxv79+536Cw8PZ8CAAWzYsAGr1UpkZCT19fUua2fMmIG/v78Hf527Qy+LxWLr6iZERER6ioaGBgYNGtTVbXSpDz74gIKCAk6cOMG1a9e47777ePzxx0lKSsLLy4uYmBgyMjJ46qmnnOY2NTXx2muvcfjwYRobGxkwYACRkZE888wz9t/1ueee495772XVqlUOc5966ilqamo67W3Tpk383d/9HVFRUVy/fr3T2t27d3Pffffd2sF7SHf+O1K4FBERuYO6cyiQr47u/Hekey5FRERExGMULkVERETEYxQuRURERMRjFC5FRERExGMULkVERETEYxQuRURERMRjFC5FRERExGMULkVERETEYxQuRURERMRjFC5FRERExGMULkVERETEYxQuRURERMRjFC5FRETkjnr55ZcJDw93+Z99+/Y51JaVlREeHs6FCxdc7uvVV18lPDyc48ePuxxva2tj+vTpvP766wC0t7fzH//xHyQmJvKtb32LGTNmsHDhQoqKipzmtra2smnTJuLj45k6dSrR0dFkZGRw8uTJL/gL3N18uroBERER6VkqKioICQlh4cKFTmPjx493+LfZbGbIkCGEhoY61ZaWlvLv//7vna51/PhxWltbiYiIAODnP/85r7/+Oo8++ihz5szh2rVr7Nmzh+eff57ly5cTGxsLgM1mIysri+LiYqKjo0lMTKSpqYnCwkJSUlIwmUyEh4ff7k9wV1O4FBERkTvmk08+obKykmnTpjF79uzPrDcMg6lTpzptb25u5mc/+xk+Pj60tbW5nW82mxk1ahSDBg3i3Xff5fXXX2fmzJm8/PLL9pr4+Hjmzp2LyWRi1qxZ+Pr68sYbb1BcXMy8efNIS0uz18bFxZGYmEheXh47d+68xaPvGXRZXERERO6Y8+fPY7VaGT58+GfWNjQ0UFFRQWRkpNPYv/7rv/LJJ5/wve99r9N9mM1mezg9evQocDNM/q2AgACioqL4+OOPOXfuXKe1wcHBhIWFUVVVhcVi+cxj6Il05lJERKQb2fnUf3R1C2794+65X3gfZ8+eBWDYsGHAzfsafX198fb2dqo1DAN/f38mTpzosP2Pf/wj//M//8O//du/ceLECbdr/fWvf+X8+fP2cPn0008zffp0HnjgAafaxsZGAHsfixYtIiEhgcGDB7ut9fLSOTpXFC5FRES6kbqy2q5u4UvVcWbwyJEjmEwmamtr8fX1JSIigoyMDId7K81mM5MnT8bPz8++7cKFC+Tm5vL0008THh7eabg0DIPAwEAeeeQR4OYZylGjRjnVXbhwgbfffpv+/fvbz6gGBQURFBTkVFteXs7JkycZOXIkgYGBt/MT3PUULkVEROSOqaioAOC9995j/vz5BAUF8e6777Jz507ee+89tm7dyn333Ud7ezvHjh3jueees8+9ceMGP/vZzwgODna4D9IdwzB49NFHXZ4V7XDlyhWWLVtGW1sbixYtwsfHfTSqr68nJycHgJSUlM97yD2OwqWIiIjcMTNnzmT06NH86Ec/4p577gFgxowZPPLII7z44ots2rSJ1atXc+LECa5everwMM/WrVs5ffo0W7dupXfv3p2u09raSllZGT/96U/d1ly+fJmMjAw++OADYmJi+P73v++2tqamhkWLFlFbW0tSUhJRUVG3eOQ9h8KliIiI3DGPP/64y+2PPfYYwcHBHDlyBLh5SXzo0KGEhIQAcPLkSX79618zd+5cBg8ebH+YprW1Fbh5BtJisRAYGIiXlxclJSW0tbXZX0H0aefPnycjI4O//OUvfPvb32blypX06tXLZe3p06fJzMzko48+Yu7cuaSnp3+Rn+Cup3ApIiLSjXx9YkhXt9Bl7r33Xvtlc8MwHJ4SN5vN3Lhxg9/97nf87ne/c5qblZUFwO7du7nvvvswm82MHj2ae++916n23XffZenSpVgsFp5++mmef/55tw/nHDp0iOXLl2O1WklPTycpKckTh3pXU7gUERHpRjzxRHZ3ZbFYSEtL4/7772ft2rUOY+3t7Zw/f57777+furo6qqqq7IER4Lvf/S4TJkxw2ucf/vAH9u/fz+LFixk5ciQDBgwAbobR73znO0715eXlpKenY7VaWbJkCU8//bTbfg8ePEh2djbe3t6sWbOG6Ojo2zzynkXhUkRERO6IoKAgbty4weHDh3n//fcZM2aMfWzbtm1cuXKF+fPnYxgGffv2dQiToaGhLr/S0/G0+OjRo5k0aRIAH374ITU1NU6XxBsaGsjKyqK1tZWVK1e6vUQPN59qX7FiBT4+PphMJvu+5bMpXIqIiMgd88ILL7B48WKeffZZ+3skS0pKOHjwIJMmTSIxMZEXX3yRKf8/e/ceV9V15///JRcjSvGUqBSkJl6LRq2KkCJV8Asx2hASo01CZKzEFBQFpYrGequXsSnGiE4y1IRW25nGod8hGmvqmG/GiWP2ARTFWzUKlBAiGIhwjBc4ip7fHz48v5weUGNOAOX9fDx85HHW/qy91j4P/nhn7b3XCQm55Zvbt2IYBiaTiUceecShPTs7G4vFwuDBg7HZbOzatcupb2hoKA8++CAbN27EarUSHh5OdXV1k7WRkZF4eXnd1RzvZwqXIiIi0mKCg4PJzs4mOzubd955h/r6egICAkhKSiI+Ph6bzUZhYSFpaWl3PUZeXh4/+tGPnJ6jLCgoAG68HHT8+PEm+2ZlZdG1a1cOHToE3AiqhmE0Wbt9+3aFyyZ0sFgsttaehIiISHtRU1ND9+7dW3saco9ry39H+t0iEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZj9aegIiIiLQvq1evZseOHU0eW7ZsGTExMfbPRUVFJCUlsW3bNnr27MmuXbtYvnx5k32feOIJp2NXrlwhOjqa+fPnExsbS2NjIzk5OezcuZOKigo8PDwICgriZz/7GWFhYQ59Gxoa2Lx5Mx988AFVVVV4eXkxdOhQpk+fzuDBg7/ht3D/UrgUERGRFlVSUoK/vz8zZsxwOjZ06FCHz2azmV69etGzZ08AiouLAfjlL3/JAw884FB7s+arDh48SENDgz04vvLKK+zYsYNHH32UiRMnUl9fz7vvvsvcuXNZunSpPdjabDbS09MpKCggKiqKuLg46urqyM3NJTExkczMTEJDQ7/5l3EfUrgUERGRFnP9+nVKS0sZPXo0EyZMuG29YRiMGjXK/rm4uBhfX1+efvrpOxrPbDYzYMAAunfvztGjR9mxYwfjxo1j9erV9ppJkyYxZcoUMjMzefzxx/H09OT999+noKCAadOmkZycbK+NjY0lLi6OdevWkZOTc+cX3o7omUsRERFpMRUVFVitVvr27Xvb2pqaGkpKSggPD7e3lZSU0KdPnzsez2w228Pp/v37gRth8qu8vb2JiIjgyy+/tK+MNlfr5+fHiBEjKCsrw2Kx3PE82hOtXIqIiLQhj+2sbu0pNOv/xfT4xuc4ffo0gD0gNjQ04Onpibu7u1OtYRh4eXkxfPhwAGprazl37hzR0dEAXL16FZvNRseOHZsc67PPPqOiosIeLp9//nnGjBnDQw895FRbW1sLYJ9HSkoKkydPpkcP52u+WevmpjW6pihcioiItCEHaq629hS+VTdXBvPz88nMzKSqqgpPT0/CwsJIS0tzeG7SbDYzcuRIe3i82ffs2bNMnTqV4uJirl+/zsCBA5k1axYhISEOYxmGgY+PD0OGDAFurFAOGDDAaU5nzpzhww8/pGvXrvYVVZPJhMlkcqo9cuQIx48fp3///vj4+HzzL+Q+pMjauH9GAAEAAElEQVQtIiIiLaakpASAY8eOkZCQQEZGBs899xx5eXm8+OKLVFZWAtDY2MiBAwccnre82ffIkSNERUWRkZFBamoqZ8+eJTU1lX379jmMZRgGjz76aJOrojddvHiRRYsWceXKFV566SU8PJpfd6uurmbZsmUAJCYm3t0X0A5o5VJERERazLhx4wgKCmLq1Kl06tQJgMjISIYMGcLChQvJyspi1apVHD58mEuXLjmEy0GDBpGQkEBMTAzf//737e3/5//8H+Li4vjNb35DeHg4bm5uNDQ0UFRUxMsvv9zsXM6fP09aWhoff/wx0dHRPPvss83WVlZWkpKSQlVVFfHx8URERLjg27g/KVyKiIhIixk/fnyT7WPHjsXPz4/8/Hzgxi3x3r174+/vb68ZPny4/fnLr/L39yciIoJdu3ZRVlZG3759KSws5MqVK057V95UUVFBWloan376KY899hgrVqygQ4cOTdaeOHGCefPmce7cOaZMmUJqaurXvex2ReFSRESkDQnp7tnaU2g1vr6+9lvfhmE4vCV+Ow8++CAAly5dAm6E06CgIHx9fZ1qjx49yvz587FYLDz//PPMnTu32Zdz9u7dy9KlS7FaraSmphIfH/91L6vdUbgUERFpQ1zxRnZbZbFYSE5OJjAwkIyMDIdjjY2NVFRUEBgYyNmzZykrKyM9Pd2hZv78+fz973/n7bfftt9Sv6msrAyAwMBA4Ea4/MlPfuI0hyNHjpCamorVauUXv/gFzz//fLPz3bNnD4sXL8bd3Z01a9YQFRV1V9fd3uiFHhEREWkRJpOJa9eusW/fPk6ePOlwbMuWLVy8eJGYmBgMw6BLly4MGzbMoaZbt2589tlnbN++3aH94MGDmM1mwsPD8fX15ZNPPqGystLplnhNTQ3p6ek0NDTwq1/96pbBsri4mOXLl+Ph4cGGDRsULL8GrVyKiIhIi1mwYAFz5sxh1qxZ9n0kCwsL2bNnD8HBwcTFxbFw4UJCQkKc3tz++c9/jtlsZsOGDRQXF/PII49QVlbGO++8Q/fu3e0rnYZhYDKZeOSRRxz6Z2dnY7FYGDx4MDabjV27djnNLzQ0lAcffJCNGzditVoJDw+nurq6ydrIyEi8vLxc+O3cHzpYLBZba09CRESkvaipqaF79+6tPY1W9fHHH5Odnc3hw4epr68nICCA8ePHEx8fj5ubG9HR0aSlpTX5E4/nzp3jzTffxDAMzp07h6+vL+Hh4fz85z+3f6+zZ8/G19eXlStXOvR9+umn7VsdNScrK4sf/vCHREREcPXqrfcc3b59OwEBAV/v4l2kLf8dKVyKiIi0oLYcCuTe0Zb/jvTMpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jEdrT0BERETal9WrV7Njx44mjy1btoyYmBj756KiIpKSkti2bRs9e/YEIC8vjz/+8Y98/PHHuLu7M3DgQGbMmMEjjzzidL4rV64QHR3N/PnziY2NpbGxkZycHHbu3ElFRQUeHh4EBQXxs5/9jLCwMIe+DQ0NbN68mQ8++ICqqiq8vLwYOnQo06dPZ/DgwS78Ru4vCpciIiLSokpKSvD392fGjBlOx4YOHerw2Ww206tXL3uwfPfdd1mzZg19+/ZlxowZ1NfX8x//8R8kJSXx5ptvMmjQIIf+Bw8epKGhwR4cX3nlFXbs2MGjjz7KxIkTqa+v591332Xu3LksXbrUHmxtNhvp6ekUFBQQFRVFXFwcdXV15ObmkpiYSGZmJqGhod/G13PPU7gUERGRFnP9+nVKS0sZPXo0EyZMuG29YRiMGjUKgOrqatatW0dQUBCbNm2iU6dOAERFRfHcc8/x29/+lo0bNzr0N5vNDBgwgO7du3P06FF27NjBuHHjWL16tb1m0qRJTJkyhczMTB5//HE8PT15//33KSgoYNq0aSQnJ9trY2NjiYuLY926deTk5LjiK7nv6JlLERERaTEVFRVYrVb69u1729qamhpKSkoIDw8H4K9//SsNDQ3MmTPHHiwBvv/97zNnzhweffRRp3OYzWZ7ON2/fz9wI0x+lbe3NxEREXz55ZcUFxffstbPz48RI0ZQVlaGxWK5w6tuX7RyKSIi0oZ4rUy+fVErqV/2r9/4HKdPnwagT58+wI3nGj09PXF3d3eqNQwDLy8vhg8fDkBhYSHe3t788Ic/BKCxsZHGxkY6derEc88959T/s88+o6Kiwh4un3/+ecaMGcNDDz3kVFtbWwtgn0dKSgqTJ0+mR48ezda6uWmNrikKlyIiIm2Ie+mJ1p7Ct+rmymB+fj6ZmZlUVVXh6elJWFgYaWlp9mcr4caq48iRI+nYsSMAn3zyCd/73vf4+9//zsaNGyksLOTatWv07duX2bNn21c4bzIMAx8fH4YMGQLcWKEcMGCA05zOnDnDhx9+SNeuXe0rqiaTCZPJ5FR75MgRjh8/Tv/+/fHx8XHJd3K/UeQWERGRFlNSUgLAsWPHSEhIICMjg+eee468vDxefPFFKisrgRurkgcOHLCvOgJ8+eWXfPnllyQmJmIymVi9ejULFizg0qVLzJs3jw8//NBhLMMwePTRR5tcFb3p4sWLLFq0iCtXrvDSSy/h4dH8ult1dTXLli0DIDEx8W6/gvueVi5FRESkxYwbN46goCCmTp1qf24yMjKSIUOGsHDhQrKysli1ahWHDx/m0qVLDuHy6tWrVFdX8+yzzzJ//nx7+5gxY3juuedYt24dERERdOjQgYaGBoqKinj55Zebncv58+dJS0vj448/Jjo6mmeffbbZ2srKSlJSUqiqqiI+Pp6IiAgXfBv3J4VLERERaTHjx49vsn3s2LH4+fmRn58P3Lgl3rt3b/z9/e01nTp14tKlS07PV/bo0YMxY8awa9cuPvnkE3r37k1hYSFXrlxx2rvypoqKCtLS0vj000957LHHWLFiBR06dGiy9sSJE8ybN49z584xZcoUUlNT7+bS2w2FSxERkTbkWt9Bty+6T/n6+tpvmxuG4fQMpZ+fH3//+9958MEHnfrebLt48SJwI5wGBQXh6+vrVHv06FHmz5+PxWLh+eefZ+7cuc2+nLN3716WLl2K1WolNTWV+Pj4b3SN7YHCpYiISBviijey2yqLxUJycjKBgYFkZGQ4HGtsbKSiooLAwEDOnj1LWVkZ6enpDjWDBw/m73//OyUlJU6brX/22WcA9pVOs9nMT37yE6c5HDlyhNTUVKxWK7/4xS94/vnnm53vnj17WLx4Me7u7qxZs4aoqKi7uu72Ri/0iIiISIswmUxcu3aNffv2cfLkSYdjW7Zs4eLFi8TExGAYBl26dGHYsGEONU8++SQAb731FteuXbO3l5aW8tFHHxEcHEy3bt345JNPqKysdLolXlNTQ3p6Og0NDfzqV7+6ZbAsLi5m+fLleHh4sGHDBgXLr0ErlyIiItJiFixYwJw5c5g1a5Z9H8nCwkL27NlDcHAwcXFxLFy4kJCQEKc3t3/4wx8yZcoU/vSnP5GYmMiECROora0lJyeHBx54wP6Sj2EYmEwmp98az87OxmKxMHjwYGw2G7t27XKaX2hoKA8++CAbN27EarUSHh5OdXV1k7WRkZF4eXm58Nu5P3SwWCy21p6EiIhIe1FTU0P37t1bexqt6uOPPyY7O5vDhw9TX19PQEAA48ePJz4+Hjc3N6Kjo0lLS+Ppp59usv97773Hn//8Z/7+97/TqVMngoODmTFjBg8//DAAs2fPxtfXl5UrVzr0e/rpp+1bHTUnKyuLH/7wh0RERHD16tVb1m7fvp2AgIA7vm5Xast/RwqXIiIiLagthwK5d7TlvyM9cykiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi7j0doTEBERkfZl9erV7Nixo8ljy5YtIyYmxv65qKiIpKQktm3bRnJyMlVVVbc89/bt2wkICLB/vnLlCtHR0cyfP5/Y2FgaGxvJyclh586dVFRU4OHhQVBQED/72c8ICwtzOFdDQwObN2/mgw8+oKqqCi8vL4YOHcr06dMZPHjwN/gG7m8KlyIiItKiSkpK8Pf3Z8aMGU7Hhg4d6vDZbDbTq1cvevbsSVpaGvX19U59Tp48yX/8x38wePBgevTo4XDs4MGDNDQ02IPjK6+8wo4dO3j00UeZOHEi9fX1vPvuu8ydO5elS5fag63NZiM9PZ2CggKioqKIi4ujrq6O3NxcEhMTyczMJDQ01FVfyX1F4VJERERazPXr1yktLWX06NFMmDDhtvWGYTBq1CgAIiMjnY5funSJ7OxsTCYTv/71r/HwcIw2ZrOZAQMG0L17d44ePcqOHTsYN24cq1evttdMmjSJKVOmkJmZyeOPP46npyfvv/8+BQUFTJs2jeTkZHttbGwscXFxrFu3jpycnLv8Fu5veuZSREREWkxFRQVWq5W+ffvetrampoaSkhLCw8ObrcnKyqKiooK5c+fi5+fndNxsNtvD6f79+4EbYfKrvL29iYiI4Msvv6S4uPiWtX5+fowYMYKysjIsFsttr6E90sqliIhIG1JfOLe1p9Asr5GZ3/gcp0+fBqBPnz7AjecaPT09cXd3d6o1DAMvLy+GDx/e5LnKysrIzc1l2LBh/OQnP3E6/tlnn1FRUWEPl88//zxjxozhoYcecqqtra0FsM8jJSWFyZMnO91m/2qtm5vW6JqicCkiItKGXP/y49aewrfq5spgfn4+mZmZVFVV4enpSVhYGGlpafTs2dNeazabGTlyJB07dmzyXG+++SbXrl1j9uzZTR43DAMfHx+GDBkC3FihHDBggFPdmTNn+PDDD+natat9RdVkMmEymZxqjxw5wvHjx+nfvz8+Pj5f69rbC4VLERERaTElJSUAHDt2jISEBEwmE0ePHiUnJ4djx46xefNmAgICaGxs5MCBA80Gx6qqKj788EOCg4OdXgK6yTAMHn300SZXRW+6ePEiixYt4sqVK6SkpDg9s/lV1dXVLFu2DIDExMQ7veR2R+FSREREWsy4ceMICgpi6tSpdOrUCbjxos6QIUNYuHAhWVlZrFq1isOHD3Pp0iX7Le1/tG3bNq5du8bUqVObPN7Q0EBRUREvv/xys3M5f/48aWlpfPzxx0RHR/Pss882W1tZWUlKSgpVVVXEx8cTERHxNa66fVG4FBERkRYzfvz4JtvHjh2Ln58f+fn5wI1b4r1798bf37/J+j179uDr69vsdkCFhYVcuXLFae/KmyoqKkhLS+PTTz/lscceY8WKFXTo0KHJ2hMnTjBv3jzOnTvHlClTSE1Nvd1ltmsKlyIiIm2Im09Qa0+h1fj6+tpvmxuG0exb4p988gmffvopzz77bLO3vM1mM0FBQfj6+jodO3r0KPPnz8disfD8888zd+7cZl/O2bt3L0uXLsVqtZKamkp8fPxdXl37oXApIiLShrjijey2ymKxkJycTGBgIBkZGQ7HGhsbqaioIDAwkLNnz1JWVkZ6enqT5ykqKgLgRz/6UbNjmc3mJt8gP3LkCKmpqVitVn7xi1/w/PPPN3uOPXv2sHjxYtzd3VmzZg1RUVF3cpntnt6hFxERkRZhMpm4du0a+/bt4+TJkw7HtmzZwsWLF4mJicEwDLp06cKwYcOaPM/NvgMHDmzy+CeffEJlZaXTLfGamhrS09NpaGjgV7/61S2DZXFxMcuXL8fDw4MNGzYoWH4NWrkUERGRFrNgwQLmzJnDrFmz7PtIFhYWsmfPHoKDg4mLi2PhwoWEhIQ0++Z2eXk5DzzwAA8++GCTxw3DwGQy8cgjjzi0Z2dnY7FYGDx4MDabjV27djn1DQ0N5cEHH2Tjxo1YrVbCw8Oprq5usjYyMhIvL6+7+BbubwqXIiIi0mKCg4PJzs4mOzubd955h/r6egICAkhKSiI+Ph6bzUZhYSFpaWnNnsNiseDt7d3s8by8PH70ox85PUdZUFAAwPHjxzl+/HiTfbOysujatSuHDh0CbgRVwzCarN2+fbvCZRM6WCwWW2tPQkREpL2oqamhe/furT0Nuce15b8jPXMpIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi7j0doTEBERkfZl9erV7Nixo8ljy5YtIyYmxv65qKiIpKQktm3bRs+ePbl06RKbNm3iww8/5IsvvsDX15eIiAhmzpyJt7e30/muXLlCdHQ08+fPJzY2lsbGRnJycti5cycVFRV4eHgQFBTEz372M8LCwhz6NjQ0sHnzZj744AOqqqrw8vJi6NChTJ8+ncGDB7v2S7mPKFyKiIhIiyopKcHf358ZM2Y4HRs6dKjDZ7PZTK9evejZsyeNjY3Mnj2bv/3tb4wbN44RI0Zw8uRJcnNzOXLkCL/73e944IEHHPofPHiQhoYGe3B85ZVX2LFjB48++igTJ06kvr6ed999l7lz57J06VJ7sLXZbKSnp1NQUEBUVBRxcXHU1dWRm5tLYmIimZmZhIaGfkvf0L1N4VJERERazPXr1yktLWX06NFMmDDhtvWGYTBq1CgA/vd//5e//e1vPPPMM7z88sv2Gj8/P958803ee+89nnnmGYf+ZrOZAQMG0L17d44ePcqOHTsYN24cq1evttdMmjSJKVOmkJmZyeOPP46npyfvv/8+BQUFTJs2jeTkZHttbGwscXFxrFu3jpycnG/6ddyX9MyliIiItJiKigqsVit9+/a9bW1NTQ0lJSWEh4cD8OmnnwLw4x//2KEuMjISgFOnTjmdw2w228Pp/v37gRth8qu8vb2JiIjgyy+/pLi4+Ja1fn5+jBgxgrKyMiwWy22voT3SyqWIiEgb8uZ7K1t7Cs1KfGLZNz7H6dOnAejTpw9w47lGT09P3N3dnWoNw8DLy4vhw4cD8NBDDwHw97//3SFglpeXA9CjRw+H/p999hkVFRX2cPn8888zZswY+3m+qra2FsA+j5SUFCZPnux0zq/Wurlpja4pCpciIiJtSEVNaWtP4Vt1c2UwPz+fzMxMqqqq8PT0JCwsjLS0NHr27GmvNZvNjBw5ko4dOwIwZswYIiIi2Lx5M926dWP48OGUlJTw2muv0aNHD5566imHsQzDwMfHhyFDhgA3VigHDBjgNKczZ87w4Ycf0rVrV/uKqslkwmQyOdUeOXKE48eP079/f3x8fFzyndxvFC5FRESkxZSUlABw7NgxEhISMJlMHD16lJycHI4dO8bmzZsJCAigsbGRAwcOMHv2bHtfd3d3fv7zn/Ppp5/yq1/9yt7u6+tLVlYW3bp1cxjLMAweffTRJldFb7p48SKLFi3iypUrpKSk4OHRfDSqrq5m2bIbq7eJiYl3c/ntgtZzRUREpMWMGzeOl156id///vc8/fTTREZGkpqayurVq6mrqyMrKwuAw4cPc+nSJfstbbjx5veLL75IdXU1SUlJrF27lpSUFK5fv05SUpL9ljvcuN1eVFTk0P8fnT9/ntTUVD7++GOio6N59tlnm62trKxk5syZVFVVER8fT0REhAu+jfuTVi5FRESkxYwfP77J9rFjx+Ln50d+fj5w45Z479698ff3t9dkZWXR2NhIVlaW/VY33LhdHh8fzz//8z/zhz/8AYDCwkKuXLnitHflTRUVFaSlpfHpp5/y2GOPsWLFCjp06NBk7YkTJ5g3bx7nzp1jypQppKam3tW1txcKlyIiIm3I97vf/i3q+5Wvr6/9trlhGPa3xG8qLi7m4YcfdgiWcONFnxEjRpCXl8fFixfx9vbGbDYTFBSEr6+v0zhHjx5l/vz5WCwWnn/+eebOndvsyzl79+5l6dKlWK1WUlNTiY+Pd9HV3r8ULkVERNoQV7yR3VZZLBaSk5MJDAwkIyPD4VhjYyMVFRUEBgZy9uxZysrKSE9Pd6jx9PTk+vXrTZ77ZrvNZgNurHz+5Cc/cao7cuQIqampWK1WfvGLX/D88883O989e/awePFi3N3dWbNmDVFRUV/retsrPXMpIiIiLcJkMnHt2jX27dvHyZMnHY5t2bKFixcvEhMTg2EYdOnShWHDhjnUhIeH88knn5CXl+fQXlxcTFFREYMGDeI73/kOn3zyCZWVlU63xGtqakhPT6ehoYFf/epXtwyWxcXFLF++HA8PDzZs2KBg+TVo5VJERERazIIFC5gzZw6zZs2y7yNZWFjInj17CA4OJi4ujoULFxISEuL05vasWbM4dOgQ6enpPPXUU/Tv35+KigreeecdPDw8WLhwIXDjlrrJZOKRRx5x6J+dnY3FYmHw4MHYbDZ27drlNL/Q0FAefPBBNm7ciNVqJTw8nOrq6iZrIyMj8fLycuG3c3/oYLFYbK09CRERkfaipqaG7t27t/Y0WtXHH39MdnY2hw8fpr6+noCAAMaPH098fDxubm5ER0eTlpbG008/7dT33LlzZGdns2/fPs6dO0fXrl0ZOXIkP//5z+2bo8+ePRtfX19WrnTckP7pp5+msrLylnPLysrihz/8IREREVy9evWWtdu3bycgIODrXbyLtOW/I4VLERGRFtSWQ4HcO9ry35GeuRQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl/Fo7QmIiIhI+7J69Wp27NjR5LFly5YRExNj/1xUVERSUhLbtm2jZ8+enD9/nk2bNvHhhx9y4cIFvv/97/PUU0/x05/+FDc35zWzK1euEB0dzfz584mNjaWxsZGcnBx27txJRUUFHh4eBAUF8bOf/YywsDCHvg0NDWzevJkPPviAqqoqvLy8GDp0KNOnT2fw4MGu/VLuIwqXIiIi0qJKSkrw9/dnxowZTseGDh3q8NlsNtOrVy969uzJhQsX+PnPf84nn3xCZGQkoaGhnD59mvXr13Po0CFeeeUVOnTo4ND/4MGDNDQ02IPjK6+8wo4dO3j00UeZOHEi9fX1vPvuu8ydO5elS5fag63NZiM9PZ2CggKioqKIi4ujrq6O3NxcEhMTyczMJDQ09Fv6hu5tCpciIiLSYq5fv05paSmjR49mwoQJt603DINRo0YBsHnzZj755BOmTp3K7Nmz7TUDBgwgIyODv/71rzzxxBMO/c1mMwMGDKB79+4cPXqUHTt2MG7cOFavXm2vmTRpElOmTCEzM5PHH38cT09P3n//fQoKCpg2bRrJycn22tjYWOLi4li3bh05OTnf9Ou4L+mZSxEREWkxFRUVWK1W+vbte9vampoaSkpKCA8PB+B//ud/6Ny5My+99JJD3TPPPEPXrl3Ztm2b0znMZrM9nO7fvx+4ESa/ytvbm4iICL788kuKi4tvWevn58eIESMoKyvDYrHcwRW3P1q5FBERaUPefffd1p5Cs5566qlvfI7Tp08D0KdPH+DGc42enp64u7s71RqGgZeXF8OHDwfg888/p1+/fnTq1Mmhzs3NjZ49e/Lxxx9js9nst8Y/++wzKioq7OHy+eefZ8yYMTz00ENOY9XW1gLY55GSksLkyZPp0aNHs7VNPeMpCpciIiJtSnV1dWtP4Vt1c2UwPz+fzMxMqqqq8PT0JCwsjLS0NHr27GmvNZvNjBw5ko4dOwLQuXNnLl261OR5LRYLV65c4fz585hMJuBGOPXx8WHIkCHAjRXKAQMGOPU9c+YMH374IV27drWvqJpMJvt5vurIkSMcP36c/v374+Pjc9ffw/1MkVtERERaTElJCQDHjh0jISGBjIwMnnvuOfLy8njxxReprKwEoLGxkQMHDthXHeHGyz6fffYZf/vb3xzOeeLECaqqqgCwWq32dsMwePTRR5tcFb3p4sWLLFq0iCtXrvDSSy/h4dH8ult1dTXLli0DIDEx8WteefuhcCkiIiItZty4cbz00kv8/ve/5+mnnyYyMpLU1FRWr15NXV0dWVlZABw+fJhLly45hMvp06fj5ubGggUL+OCDD6isrGTv3r28/PLL9lXEm0GyoaGBoqIih/7/6Pz586SmpvLxxx8THR3Ns88+22xtZWUlM2fOpKqqivj4eCIiIlzxddyXdFtcREREWsz48eObbB87dix+fn7k5+cDN26J9+7dG39/f3vNI488wtq1a/n1r3/NL3/5SwC8vLxISEjgzJkzvPvuu/aQWVhYyJUrV5z2rrypoqKCtLQ0Pv30Ux577DFWrFjhtI3RTSdOnGDevHmcO3eOKVOmkJqaetfX3x4oXIqIiLQhTb1A0l74+vrab5sbhmF/S/yrfvzjH/Puu+9SXFxMY2Mj/fr1w8vLi6SkJPz8/OzPZ5rNZoKCgvD19XU6x9GjR5k/fz4Wi4Xnn3+euXPnNvtyzt69e1m6dClWq5XU1FTi4+NdeMX3J4VLERGRNsQVb2S3VRaLheTkZAIDA8nIyHA41tjYSEVFBYGBgZw9e5aysjLS09Mdag4dOsQnn3zCM888w8CBA+3tX375JcePHyc6OtreZjab+clPfuI0hyNHjpCamorVauUXv/gFzz//fLPz3bNnD4sXL8bd3Z01a9YQFRV1t5feruiZSxEREWkRJpOJa9eusW/fPk6ePOlwbMuWLVy8eJGYmBgMw6BLly4MGzbMoaawsJBXXnmFAwcO2NtsNhv/8i//QmNjI1OmTAHgk08+obKy0umWeE1NDenp6TQ0NPCrX/3qlsGyuLiY5cuX4+HhwYYNGxQsvwatXIqIiEiLWbBgAXPmzGHWrFn2fSQLCwvZs2cPwcHBxMXFsXDhQkJCQpze3H7mmWfYtm0bixcv5rnnnsPX15e9e/diNpt56aWX7NsMGYaByWTikUceceifnZ2NxWJh8ODB2Gw2du3a5TS/0NBQHnzwQTZu3IjVaiU8PJzq6uomayMjI/Hy8nLht3N/6GCxWGytPQkREZH2oqamhu7du7f2NFrVxx9/THZ2NocPH6a+vp6AgADGjx9PfHw8bm5uREdHk5aWxtNPP+3U99NPPyUrK4uioiKsViu9e/cmLi6Oxx57zF4ze/ZsfH19WblypUPfp59+2r7VUXOysrL44Q9/SEREBFevXr1l7fbt2wkICLjzC3ehtvx3pHApIiLSgtpyKJB7R1v+O9IzlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIi0qJWr15NaGhok/927tzpUFtUVERoaChnzpxxOs+FCxeIiYnhzTffbHKchoYGNm3axDPPPMPo0aOZPHky//7v/861a9earP/8888JDQ3lwIED9v5ZWVlMmjSJUaNGERUVRVpaGsePH3fqa7FYWLt2LU899RSjRo1i3LhxLFq0iE8++eRrfjv3Po/WnoCIiIi0LyUlJfj7+zNjxgynY0OHDnX4bDab6dWrFz179nRob2hoYP78+VRXVzc5xvXr13n55ZfJy8vjySef5JFHHqGgoICNGzfy6aef8stf/tKpj2EYdO7cmWHDhmGz2UhPT6egoICoqCji4uKoq6sjNzeXxMREMjMzCQ0NBcBqtTJz5kzKysqIiYlh0KBBVFZWkpubS35+PtnZ2fTt2/duv657jsKliIiItJjr169TWlrK6NGjmTBhwm3rDcNg1KhRDm2lpaUsWbKE0tLSZvv993//N2azmVmzZvGzn/0MgIkTJ/LrX/+abdu2ERsby+DBgx36mM1mQkJC8PT0ZPfu3RQUFDBt2jSSk5PtNbGxscTFxbFu3TpycnIA2Lp1K6WlpSxatIiJEyfaa6Ojo0lISOD1119n/fr1t/9y7hO6LS4iIiItpqKiAqvVekcreTU1NZSUlBAeHm5v27JlC/Hx8dTU1PDCCy802/e9997D09OTZ5991qF96tSpAE63369evUphYaF9rP379wMwadIkhzo/Pz9GjBhBWVkZFosFgIKCAjw9PYmNjXWoDQoKok+fPhw6dOi213o/0cqliIhIG5Lz9J9aewrNem77lG98jtOnTwPQp08f4MbtbU9PT9zd3Z1qDcPAy8uL4cOH29tOnTpFTEwMSUlJlJeX8/bbbzc5zvHjx+nbty9eXl4O7T179uS73/0uf/vb3xzai4qKuHz5MmFhYQCkpKQwefJkevTo4XTu2tpaANzcbqzRrVq1itraWqdrsNls1NXV2evaC4VLERGRNuRsUVVrT+FbVVxcDEB+fj6ZmZlUVVXh6elJWFgYaWlpDs9Wms1mRo4cSceOHe1tK1assH8uLy9vcoyGhga+/PJLh1D6VT169KCystKhzTAM+vXrh5+fHwAmkwmTyeTU98iRIxw/fpz+/fvj4+MDQLdu3ejWrZtT7e7du/niiy8YM2ZMc1/HfUnhUkRERFpMSUkJAMeOHSMhIQGTycTRo0fJycnh2LFjbN68mYCAABobGzlw4ACzZ8926P/VoNmcixcvAtC5c+cmj3fq1In6+nqHNrPZTERExC3PW11dzbJlywBITEy8ZW1paSlr167F3d2d6dOn33bO9xOFSxEREWkx48aNIygoiKlTp9KpUycAIiMjGTJkCAsXLiQrK4tVq1Zx+PBhLl265PQyz52w2WwO/23q+FdvYZ85c4by8vJbjlVZWUlKSgpVVVXEx8ffMoieOnWK1NRULly4wIIFCxg4cODXvoZ7mcKliIiItJjx48c32T527Fj8/PzIz88Hbqwk9u7dG39//689xs0Vy4aGhiaPNzQ00KVLF/tns9mMt7e30zZIN504cYJ58+Zx7tw5pkyZQmpqarNjG4bBkiVLuHz5MvPmzWPy5Mlfe/73OoVLERGRNuR7w79+mLpf+Pr62m+bG4bh8Jb419GlSxdMJlOze2BWV1c7hFaz2UxoaCgeHs6xaO/evSxduhSr1Upqairx8fHNjpubm8urr76Km5sbK1eu5PHHH7+r+d/rFC5FRETaEFe8kd1WWSwWkpOTCQwMJCMjw+FYY2MjFRUVBAYGcvbsWcrKykhPT7/rsR555BEKCwtpaGiw336HG7fALRaLPfhZrVYOHjzY5Fh79uxh8eLFuLu7s2bNGqKiopodb+vWraxfvx4fHx8yMjIYMWLEXc/9Xte+3o0XERGRVmMymbh27Rr79u3j5MmTDse2bNnCxYsXiYmJwTAMunTpwrBhw+56rPHjx2O1Wu0bnd/0xz/+EYCYmBgADh06hNVqtW9BdFNxcTHLly/Hw8ODDRs23DJY5uXlkZmZSdeuXdm0aVO7DpaglUsRERFpQQsWLGDOnDnMmjXLvo9kYWEhe/bsITg4mLi4OBYuXEhISEiTt6nv1Lhx43j33Xf513/9VyorKxk0aBD5+fn893//Nz/96U/5wQ9+ANy4/T5gwACnrYQ2btyI1WolPDyc6upqdu3a5TRGZGQkXl5evPbaa9hsNkaPHs3p06fte3l+1Z38GtH9QuFSREREWkxwcDDZ2dlkZ2fzzjvvUF9fT0BAAElJScTHx2Oz2SgsLCQtLe0bjdOhQwfWrVvHW2+9xfvvv897771HQEAAaWlpPPfcc/a6vLw8oqOjHfo2Njbaf1XHMAwMw2hyjO3bt3P+/Hn7fps7d+50+uWfm9pTuOxgsViafk9fREREXK6mpobu3bu39jTkHteW/470zKWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIi0qNWrVxMaGtrkv507dzrUFhUVERoaypkzZ5zOc+HCBWJiYnjzzTdvOV5GRgZPPfXULWtWrVpFYmKiw7hz5swhKiqK8PBwJk2axJtvvsmVK1ec+u7du5ekpCQiIyP58Y9/TFxcHDk5OVy/fv2WY96vPFp7AiIiItK+lJSU4O/vz4wZM5yODR061OGz2WymV69e9OzZ06G9oaGB+fPnU11dfcux/vznP/Of//mf+Pv737IuPz+fn/70pwAcOnSIWbNm4evrywsvvEDXrl3Zv38/2dnZHD16lI0bN+LmdmN9bteuXSxfvpyHHnqIhIQEOnXqxIcffsi6des4ffo0S5cuve33cb9RuBQREZEWc/36dUpLSxk9ejQTJky4bb1hGIwaNcqhrbS0lCVLllBaWtpsv4aGBjZu3Mh//ud/3naMU6dOUVNTYx9nzZo1dOnShT/84Q9069YNgMmTJ7N+/Xq2bt3Knj17iI6O5sqVK2RkZBAYGMi//du/0alTJwCee+45Fi5cyF/+8hcmTZrEoEGDbjuH+4lui4uIiEiLqaiowGq10rdv39vW1tTUUFJSQnh4uL1ty5YtxMfHU1NTwwsvvNBkv+LiYp555hn+8z//k4kTJ9KjR49bjmM2m+nevTsDBgzg888/59NPPyUiIsIeLG964okngBu3zAGOHz/OpUuXeOKJJ+zB8qabwfnQoUO3vc77jVYuRURE2pDHdt76Nm9r+n8xtw5pd+L06dMA9OnTB7ixwujp6Ym7u7tTrWEYeHl5MXz4cHvbqVOniImJISkpifLyct5++22nfmfOnKF79+6sWLGCkJCQ2z5vaTabCQsLA+DBBx/kP//zP3nggQec6s6dOwdgvyU+ePBg/vznP/Od73zHqba2ttahtj1RuBQREWlDDtRcbe0pfKuKi4uBG884ZmZmUlVVhaenJ2FhYaSlpTk8W2k2mxk5ciQdO3a0t61YscL+uby8vMkxRo0aRWRk5B3N58svv+T48eP2VVAPDw969erVZO2f/vQnAIKDgwHo2LEjDz/8sFNdY2MjOTk5DrXticKliIiItJiSkhIAjh07RkJCAiaTiaNHj5KTk8OxY8fYvHkzAQEBNDY2cuDAAWbPnu3Q/6tBszl3UnNTfn4+HTp0IDQ09JZ1v/vd79i/fz9BQUGMGTPmlrW/+c1vKCsrIzIykh/84Ad3PJf7hcKliIiItJhx48YRFBTE1KlT7c8pRkZGMmTIEBYuXEhWVharVq3i8OHDXLp0yellHlczm8388Ic/pEuXLs3W/O53v2PTpk34+vry61//utlb3devX+c3v/kN7777Lg899BCLFy/+tqbdpilcioiISIsZP358k+1jx47Fz8+P/Px84Ebo69279223EPombDYb+fn5TJkypcnjjY2NrF27lm3bttGjRw/+5V/+xWlLpJvq6+tZunQp//u//0ufPn14/fXX6dq167c297ZM4VJERKQNCenu2dpTaDW+vr722+aGYTi8Jf5tOHnyJLW1tU2ujl6+fJlFixaRl5dHnz59yMzM5Hvf+16T5/niiy/4xS9+wccff8zw4cNZu3YtPj4+3+rc2zKFSxERkTbEFW9kt1UWi4Xk5GQCAwPJyMhwONbY2EhFRQWBgYGcPXuWsrIy0tPTv9X5mM1mvve97zlti1RfX8+cOXM4cuQII0eOJCMjA29v7ybPce7cOWbOnEl5eTnjxo1j+fLleHq23/9BAO1zKSIiIi3EZDJx7do19u3bx8mTJx2ObdmyhYsXLxITE4NhGHTp0oVhw4Z9q/P56hZEX/XP//zPHDlyhNGjR7Nhw4Zmg+W1a9d4+eWXKS8v55lnnmHVqlXtPliCVi5FRESkBS1YsIA5c+Ywa9YsJk+eTI8ePSgsLGTPnj0EBwcTFxfHwoULCQkJwcPj24spFouFEydOMG3aNIf2o0eP8v7779u3R/rggw+c+vbs2ZOhQ4fywQcfcOTIEXx8fBg8eDD/9V//5VTbr18/+vfv/21dRpukcCkiIiItJjg4mOzsbLKzs3nnnXeor68nICCApKQk4uPjsdlsFBYWkpaW9q3OIz8/H3d3d0JCQhza9+/fD8DVq1edbt3f9MQTTzB06FB77ZdffsnKlSubrH3ppZfaXbjsYLFYbK09CRERkfaipqaG7t27t/Y05B7Xlv+O9MyliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMR2tPQERERNqX1atXs2PHjiaPLVu2jJiYGPvnoqIikpKS2LZtGz179nSovXDhAnFxccTGxpKYmOh0rqqqKt58800KCgqoq6vju9/9LmFhYcyYMYPu3bs71X/++ec8+eSTvPHGG4SEhNDQ0MDmzZv54IMPqKqqwsvLi6FDhzJ9+nQGDx7s0NdisfDWW2/x0UcfUVNTg7e3N8HBwSQlJfHwww/fxbd071K4FBERkRZVUlKCv78/M2bMcDo2dOhQh89ms5levXo5BcuGhgbmz59PdXV1k2PU1dUxffp0Lly4wMSJE3n44YcpLS1l+/btFBQUsGXLFrp16+bQxzAMOnfuzLBhw7DZbKSnp1NQUEBUVBRxcXHU1dWRm5tLYmIimZmZhIaGAmC1Wpk5cyZlZWXExMQwaNAgKisryc3NJT8/n+zsbPr27ftNvrJ7isKliIiItJjr169TWlrK6NGjmTBhwm3rDcNg1KhRDm2lpaUsWbKE0tLSZvv99re/5YsvvmDDhg2EhYXZ2x999FHmz5/P73//exYsWODQx2w2ExISgqenJ7t376agoIBp06aRnJxsr4mNjSUuLo5169aRk5MDwNatWyktLWXRokVMnDjRXhsdHU1CQgKvv/4669evv+213i/0zKWIiIi0mIqKCqxW6x2t5NXU1FBSUkJ4eLi9bcuWLcTHx1NTU8MLL7zQbN+CggJ69uzpECwBxowZg7e3N4cOHXJov3r1KoWFhfax9u/fD8CkSZMc6vz8/BgxYgRlZWVYLBb7WJ6ensTGxjrUBgUF0adPH6ex7ndauRQREWlDvFYm376oldQv+9dvfI7Tp08D0KdPH+DG7W1PT0/c3d2dag3DwMvLi+HDh9vbTp06RUxMDElJSZSXl/P22283Oc6mTZu4fPmy8zXU11NfX4+bm+P6WlFREZcvX7aH0ZSUFCZPnkyPHj2czlFbWwtgP8eqVauora11ugabzUZdXZ3TWPc7hUsREZE2xL30RGtP4VtVXFwMQH5+PpmZmVRVVeHp6UlYWBhpaWkOz1aazWZGjhxJx44d7W0rVqywfy4vL292HD8/vybbt27dyrVr1xg5cqRDu2EY9OvXz97PZDJhMpmc+h85coTjx4/Tv39/fHx8AOjWrZvT85sAu3fv5osvvmDMmDHNzvN+pHApIiIiLaakpASAY8eOkZCQgMlk4ujRo+Tk5HDs2DE2b95MQEAAjY2NHDhwgNmzZzv0/2rQ/LoOHDjA7373O7p06cKUKVMcjpnNZiIiIm7Zv7q6mmXLlgE0+Xb6V5WWlrJ27Vrc3d2ZPn36Xc/5XqRwKSIiIi1m3LhxBAUFMXXqVDp16gRAZGQkQ4YMYeHChWRlZbFq1SoOHz7MpUuXnF7muVv5+fksWLCA69evs2LFCoeVzTNnzlBeXn7LsSorK0lJSaGqqor4+PhbBtFTp06RmprKhQsXWLBgAQMHDnTJNdwrFC5FRESkxYwfP77J9rFjx+Ln50d+fj5wYyWxd+/e+Pv7f+Mxd+zYwSuvvEKHDh1YvXq1021qs9mMt7e30zZIN504cYJ58+Zx7tw5pkyZQmpqarNjGYbBkiVLuHz5MvPmzWPy5MnfeP73GoVLERGRNuRa30GtPYVW4+vra79tbhiGw1vidysrK4vNmzfj7e3Nb37zG0JCQpxqzGYzoaGheHg4x6K9e/eydOlSrFYrqampxMfHNztWbm4ur776Km5ubqxcuZLHH3/8G8//XqRwKSIi0oa44o3stspisZCcnExgYCAZGRkOxxobG6moqCAwMJCzZ89SVlZGenr6Nxrvtdde4z/+4z/43ve+x/r165vc/shqtXLw4MEmx9qzZw+LFy/G3d2dNWvWEBUV1exYW7duZf369fj4+JCRkcGIESO+0dzvZe3r3XgRERFpNSaTiWvXrrFv3z5OnjzpcGzLli1cvHiRmJgYDMOgS5cuDBs27K7H2rZtG//xH/9BYGDgLX8h59ChQ1itVqf9MIuLi1m+fDkeHh5s2LDhlsEyLy+PzMxMunbtyqZNm9p1sAStXIqIiEgLWrBgAXPmzGHWrFn2fSQLCwvZs2cPwcHBxMXFsXDhQkJCQpq8TX0n6uvreeONN4AbLwsdPHjQqcbLy4vIyEgMw2DAgAFOWwlt3LgRq9VKeHg41dXV7Nq1y+kckZGReHl58dprr2Gz2Rg9ejSnT5+27+X5VXfya0T3C4VLERERaTHBwcFkZ2eTnZ3NO++8Q319PQEBASQlJREfH4/NZqOwsJC0tLS7HuPkyZN8+eWXAPz7v/97kzX+/v5ERkaSl5dHdHS0w7HGxkb7r+oYhoFhGE2eY/v27Zw/f96+3+bOnTvZuXNnk7XtKVx2sFgsttaehIiISHtRU1ND9+7dW3saco9ry39HeuZSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFzGo7UnICIiIu3L6tWr2bFjR5PHli1bRkxMjP1zUVERSUlJbNu2jZ49ezrUXrhwgbi4OGJjY0lMTHQ6V21tLW+++SZ5eXnU1tby/e9/n0mTJvHMM8/QoUMHp/rPP/+cJ598kjfeeIOQkBAaGhrYvHkzH3zwAVVVVXh5eTF06FCmT5/O4MGDHfpaLBbeeustPvroI2pqavD29iY4OJikpCQefvjhu/iW7l0KlyIiItKiSkpK8Pf3Z8aMGU7Hhg4d6vDZbDbTq1cvp2DZ0NDA/Pnzqa6ubnKMixcvkpSUxNmzZ5k8eTKBgYHk5eXxm9/8htLSUhYsWODUxzAMOnfuzLBhw7DZbKSnp1NQUEBUVBRxcXHU1dWRm5tLYmIimZmZhIaGAmC1Wpk5cyZlZWXExMQwaNAgKisryc3NJT8/n+zsbPr27Xu3X9c9R+FSREREWsz169cpLS1l9OjRTJgw4bb1hmEwatQoh7bS0lKWLFlCaWlps/3efvttysvL+ed//mcee+wxACZNmsS8efPIzc3l+eefp1evXg59zGYzISEheHp6snv3bgoKCpg2bRrJycn2mtjYWOLi4li3bh05OTkAbN26ldLSUhYtWsTEiRPttdHR0SQkJPD666+zfv3623859wk9cykiIiItpqKiAqvVekcreTU1NZSUlBAeHm5v27JlC/Hx8dTU1PDCCy802/fKlSsMGjSIqKgoh/ZHH30Um83GqVOnHNqvXr1KYWGhfaz9+/cDNwLpV/n5+TFixAjKysqwWCwAFBQU4OnpSWxsrENtUFAQffr04dChQ7e91vuJVi5FRETakPrCua09hWZ5jcz8xuc4ffo0AH369AFu3N729PTE3d3dqdYwDLy8vBg+fLi97dSpU8TExJCUlER5eTlvv/12k+PMnj27yfaboTIgIMChvaioiMuXLxMWFgZASkoKkydPpkePHk7nqK2tBcDN7cYa3apVq6itrXW6BpvNRl1dnb2uvVC4FBERaUOuf/lxa0/hW1VcXAxAfn4+mZmZVFVV4enpSVhYGGlpaQ7PVprNZkaOHEnHjh3tbStWrLB/Li8vv6Mx6+vrOXPmDH/961/5y1/+QkREBI888ohDjWEY9OvXDz8/PwBMJhMmk8npXEeOHOH48eP0798fHx8fALp160a3bt2canfv3s0XX3zBmDFj7mie9wuFSxEREWkxJSUlABw7doyEhARMJhNHjx4lJyeHY8eOsXnzZgICAmhsbOTAgQNOK5BfDZp36re//S1bt24F4Pvf/z5z5851qjGbzURERNzyPNXV1SxbtgygybfTv6q0tJS1a9fi7u7O9OnTv/ac72UKlyIiItJixo0bR1BQEFOnTqVTp04AREZGMmTIEBYuXEhWVharVq3i8OHDXLp0yellnrvx4x//mODgYMrKyvi3f/s34uPjeeONNxg0aBAAZ86coby8/JZjVVZWkpKSQlVVFfHx8bcMoqdOnSI1NZULFy6wYMECBg4c+I2v4V6icCkiIiItZvz48U22jx07Fj8/P/Lz84EbK4m9e/fG39//G48ZEhICwJgxY/jRj37EtGnT+Jd/+ReysrLsY3l7ezttg3TTiRMnmDdvHufOnWPKlCmkpqY2O5ZhGCxZsoTLly8zb948Jk+e/I3nf69RuBQREWlD3HyCWnsKrcbX19d+29wwDIe3xF3lBz/4Ab179+bkyZP2NrPZTGhoKB4ezrFo7969LF26FKvVSmpqKvHx8c2eOzc3l1dffRU3NzdWrlzJ448/7vL53wsULkVERNoQV7yR3VZZLBaSk5MJDAwkIyPD4VhjYyMVFRUEBgZy9uxZysrKSE9Pv6txbDYb//RP/0THjh35/e9/73T80qVLPPDAA8CNDdAPHjzY5Fh79uxh8eLFuLu7s2bNGqdtjb5q69atrF+/Hh8fHzIyMhgxYsRdzf1+0L7ejRcREZFWYzKZuHbtGvv27XNYOYQb+1devHiRmJgYDMOgS5cuDBs27K7G6dChA927d+f48eP22+w3/dd//RdVVVVERkYCcOjQIaxWq30LopuKi4tZvnw5Hh4ebNiw4ZbBMi8vj8zMTLp27cqmTZvadbAErVyKiIhIC1qwYAFz5sxh1qxZ9n0kCwsL2bNnD8HBwcTFxbFw4UJCQkKavE19p+bOncuxY8dYuHAhkyZNIjAwkL/97W+89957PPTQQ8ycORO4cft9wIABTlsJbdy4EavVSnh4ONXV1ezatctpjMjISLy8vHjttdew2WyMHj2a06dP2/fy/Ko7+TWi+4XCpYiIiLSY4OBgsrOzyc7O5p133qG+vp6AgACSkpKIj4/HZrNRWFhIWlraNxrnoYce4g9/+AO//e1v2blzJxcuXMDPz48XXniBF198EW9vb+DGqmN0dLRD38bGRvuv6hiGgWEYTY6xfft2zp8/b99vc+fOnezcubPJ2vYULjtYLBZba09CRESkvaipqaF79+6tPQ25x7XlvyM9cykiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIi1q9erVhIaGNvlv586dDrVFRUWEhoZy5swZp/NcuHCBmJgY3nzzzTsad8mSJYSGhlJZWdnk8c8//5zQ0FAOHDgAQENDA1lZWUyaNIlRo0YRFRVFWloax48fd+prsVhYu3YtTz31FKNGjWLcuHEsWrSITz755I7mdj/xaO0JiIiISPtSUlKCv78/M2bMcDo2dOhQh89ms5levXrRs2dPh/aGhgbmz59PdXX1HY3517/+lffff/+WNYZh0LlzZ4YNG4bNZiM9PZ2CggKioqKIi4ujrq6O3NxcEhMTyczMJDQ0FACr1crMmTMpKysjJiaGQYMGUVlZSW5uLvn5+WRnZ9O3b987muf9QOFSREREWsz169cpLS1l9OjRTJgw4bb1hmEwatQoh7bS0lKWLFlCaWnpHY1ZWVnJ2rVr6dixI1euXGm2zmw2ExISgqenJ7t376agoIBp06aRnJxsr4mNjSUuLo5169aRk5MDwNatWyktLWXRokVMnDjRXhsdHU1CQgKvv/4669evv6O53g8ULkVERNqQN99b2dpTaFbiE8u+8TkqKiqwWq13tJJXU1NDSUkJc+bMsbdt2bKFTZs20aVLF1544QXefvvtW57j2rVrLF++nMDAQB5++GF2797dZN3Vq1cpLCxk7ty5AOzfvx+ASZMmOdT5+fkxYsQI/vd//xeLxYLJZKKgoABPT09iY2MdaoOCgujTpw+HDh267bXeTxQuRURE2pCKmjtbjbtXnT59GoA+ffoAN25ve3p64u7u7lRrGAZeXl4MHz7c3nbq1CliYmJISkqivLz8tuFyy5YtfPzxx/zhD3/g3/7t35qtKyoq4vLly4SFhQGQkpLC5MmT6dGjh1NtbW0tAG5uN15dWbVqFbW1tU7XYLPZqKurs9e1FwqXIiIi0mKKi4sByM/PJzMzk6qqKjw9PQkLCyMtLc3h2Uqz2czIkSPp2LGjvW3FihX2z+Xl5bcc6/jx42RnZzN37lx7mG2OYRj069cPPz8/AEwmEyaTyanuyJEjHD9+nP79++Pj4wNAt27d6Natm1Pt7t27+eKLLxgzZswtx77fKFyKiIhIiykpKQHg2LFjJCQkYDKZOHr0KDk5ORw7dozNmzcTEBBAY2MjBw4cYPbs2Q79vxo0b+Xy5cssX76c4OBgnn322dvWm81mIiIibllTXV3NsmU3Hg1ITEy8ZW1paSlr167F3d2d6dOn39Gc7xcKlyIiItJixo0bR1BQEFOnTqVTp04AREZGMmTIEBYuXEhWVharVq3i8OHDXLp0yellnju1bt06zp8/T1ZWFh06dLhl7ZkzZygvL7/lWJWVlaSkpFBVVUV8fPwtg+ipU6dITU3lwoULLFiwgIEDB97VNdyrFC5FRETakO93v7+3rBk/fnyT7WPHjsXPz4/8/Hzgxkpi79698ff3/9pj/M///A9/+ctfWLBgAR07dsRisQA3XtqBG/tj3nwZ5+ZY3t7eTtsg3XTixAnmzZvHuXPnmDJlCqmpqc2ObRgGS5Ys4fLly8ybN4/Jkyd/7fnf6xQuRURE2hBXvJF9r/L19bXfNjcMg/Dw8Ls6z//+7/8CkJGRQUZGhtPxf/qnfwL+/zfCzWYzoaGheHg4x6K9e/eydOlSrFYrqampxMfHNztubm4ur776Km5ubqxcuZLHH3/8ruZ/r1O4FBERkRZhsVhITk4mMDDQKfQ1NjZSUVFBYGAgZ8+epaysjPT09Lsa55/+6Z+a3EPz3/7t3ygoKGDlypX4+voCNzZAP3jwYJNj7dmzh8WLF+Pu7s6aNWuIiopqdsytW7eyfv16fHx8yMjIYMSIEXc19/uBwqWIiIi0CJPJxLVr19i3bx8nT550eBZxy5YtXLx4kYSEBAzDoEuXLgwbNuyuxunTp0+Tb4fv2rULuPErQAEBAQAcOnQIq9Vq34LopuLiYpYvX46HhweZmZkEBwc3O15eXh6ZmZl07dqV3/72t+3q13iaonApIiIiLWbBggXMmTOHWbNm2feRLCwsZM+ePQQHBxMXF8fChQsJCQlp8ja1qxmGwYABA5y2Etq4cSNWq5Xw8HCqq6vtwfSrIiMj8fLy4rXXXsNmszF69GhOnz5t38vzq+7k14juFwqXIiIi0mKCg4PJzs4mOzubd955h/r6egICAkhKSiI+Ph6bzUZhYSFpaWktMp+8vDyio6Md2hobG+2/qmMYBoZhNNl3+/btnD9/3r7f5s6dO9m5c2eTte0pXHawWCy21p6EiIhIe1FTU0P37t1bexpyj2vLf0ft6/eIRERERORbpXApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLuPR2hMQERGR9mX16tXs2LGjyWPLli0jJibG/rmoqIikpCS2bdtGz549HWovXLhAXFwcsbGxJCYmOp3rd7/7HZs2bWpynJdeesmpz+eff86TTz7JG2+8QUhICA0NDWzevJkPPviAqqoqvLy8GDp0KNOnT2fw4MEOfS0WC2+99RYfffQRNTU1eHt7ExwcTFJSEg8//PCdfC33DYVLERERaVElJSX4+/szY8YMp2NDhw51+Gw2m+nVq5dTsGxoaGD+/PlUV1ffchwvLy9efvllp2P9+vVzajMMg86dOzNs2DBsNhvp6ekUFBQQFRVFXFwcdXV15ObmkpiYSGZmJqGhoQBYrVZmzpxJWVkZMTExDBo0iMrKSnJzc8nPzyc7O5u+ffve0XdzP1C4FBERkRZz/fp1SktLGT16NBMmTLhtvWEYjBo1yqGttLSUJUuWUFpaesu+xcXF9OnT547GgRtBNiQkBE9PT3bv3k1BQQHTpk0jOTnZXhMbG0tcXBzr1q0jJycHgK1bt1JaWsqiRYuYOHGivTY6OpqEhARef/111q9ff0dzuB/omUsRERFpMRUVFVit1jtayaupqaGkpITw8HB725YtW4iPj6empoYXXnih2b4NDQ189tln9OnT547mdfXqVQoLC+1j7d+/H4BJkyY51Pn5+TFixAjKysqwWCwAFBQU4OnpSWxsrENtUFAQffr04dChQ3c0h/uFVi5FRETakHfffbe1p9Csp5566huf4/Tp0wD20NfQ0ICnpyfu7u5OtYZh4OXlxfDhw+1tp06dIiYmhqSkJMrLy3n77bebHKe0tJTr16/bQ6zVasXd3R0Pj6ajT1FREZcvXyYsLAyAlJQUJk+eTI8ePZxqa2trAXBzu7FGt2rVKmpra52uwWazUVdXZ69rLxQuRURE2pBbPUN4PyguLgYgPz+fzMxMqqqq8PT0JCwsjLS0NIdnK81mMyNHjqRjx472thUrVtg/l5eX33acU6dO8eyzz1JeXo6bmxvDhg1j7ty5/OAHP3CoNwyDfv364efnB4DJZMJkMjmd98iRIxw/fpz+/fvj4+MDQLdu3ejWrZtT7e7du/niiy8YM2bMnXw19w2FSxEREWkxJSUlABw7doyEhARMJhNHjx4lJyeHY8eOsXnzZgICAmhsbOTAgQPMnj3bof9Xg+at3AyXhw8f5oUXXsDf35/Tp0/zpz/9iZ///Of89re/ZdCgQfZ6s9lMRETELc9ZXV3NsmXLAJp8O/2rSktLWbt2Le7u7kyfPv2O5ny/ULgUERGRFjNu3DiCgoKYOnUqnTp1AiAyMpIhQ4awcOFCsrKyWLVqFYcPH+bSpUtOL/PcqR/96Ed06dKFF154wb4COWbMGEaNGsX06dN57bXXyM7OBuDMmTOUl5ffcqzKykpSUlKoqqoiPj7+lkH01KlTpKamcuHCBRYsWMDAgQPv6hruVQqXIiIi0mLGjx/fZPvYsWPx8/MjPz8fuLGS2Lt3b/z9/e9qnNGjRzN69Gin9kGDBjFkyBCOHDnCpUuX6NKlC2azGW9vb6dtkG46ceIE8+bN49y5c0yZMoXU1NRmxzUMgyVLlnD58mXmzZvH5MmT72r+9zKFSxERkTakqRdI2gtfX1/7bXPDMBzeEnf1ODabjfr6enu4DA0NbfJln71797J06VKsViupqanEx8c3e97c3FxeffVV3NzcWLlyJY8//vi3Mv+2TuFSRESkDXHFG9ltlcViITk5mcDAQDIyMhyONTY2UlFRQWBgIGfPnqWsrIz09PS7Gsdms5GQkADc2LroH5WVldGlSxe++93vYrVaOXjwYJNj7dmzh8WLF+Pu7s6aNWuIiopqdsytW7eyfv16fHx8yMjIYMSIEXc19/tB+3o3XkRERFqNyWTi2rVr7Nu3j5MnTzoc27JlCxcvXiQmJgbDMOjSpQvDhg27q3E6dOhA165dOXHiBHv37nU49t5771FWVsaECRNwd3fn0KFDWK1W+xZENxUXF7N8+XI8PDzYsGHDLYNlXl4emZmZdO3alU2bNrXrYAlauRQREZEWtGDBAubMmcOsWbPs+0gWFhayZ88egoODiYuLY+HChYSEhDS7J+WdmDNnDsePH2fJkiVMnDiRhx9+mL/97W+899579OnTh5kzZwI3br8PGDDAaSuhjRs3YrVaCQ8Pp7q6ml27djmNERkZiZeXF6+99ho2m43Ro0dz+vRp+16eX3WnvxJ0P1C4FBERkRYTHBxMdnY22dnZvPPOO9TX1xMQEEBSUhLx8fHYbDYKCwtJS0v7RuP06dOHP/zhD2zatIndu3dz4cIFunfvzgsvvEBCQgLf+c53gBurjtHR0Q59Gxsb7b+qYxgGhmE0Ocb27ds5f/68fb/NnTt3snPnziZr21O47GCxWGytPQkREZH2oqamhu7du7f2NOQe15b/jvTMpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jEdrT0BERETal9WrV7Njx44mjy1btoyYmBj756KiIpKSkti2bRs9e/Z0qL1w4QJxcXHExsaSmJjY5Pn+67/+iz//+c+UlJTQuXNnhg4dyqxZs3jooYecaj///HOefPJJ3njjDUJCQmhoaGDz5s188MEHVFVV4eXlxdChQ5k+fTqDBw926GuxWHjrrbf46KOPqKmpwdvbm+DgYJKSknj44Ye/5jd0b1O4FBERkRZVUlKCv78/M2bMcDo2dOhQh89ms5levXo5BcuGhgbmz59PdXV1s+Ns2rSJ3/3udwwfPpzU1FS++OILcnJymD59On/84x8JCAhwqDcMg86dOzNs2DBsNhvp6ekUFBQQFRVFXFwcdXV15ObmkpiYSGZmJqGhoQBYrVZmzpxJWVkZMTExDBo0iMrKSnJzc8nPzyc7O5u+ffve7dd1z1G4FBERkRZz/fp1SktLGT16NBMmTLhtvWEYjBo1yqGttLSUJUuWUFpa2my/jz/+mM2bNzN69GgyMjJwd3cHIDQ0lBkzZvCHP/yBRYsWOfQxm82EhITg6enJ7t27KSgoYNq0aSQnJ9trYmNjiYuLY926deTk5ACwdetWSktLWbRoERMnTrTXRkdHk5CQwOuvv8769etv/+XcJ/TMpYiIiLSYiooKrFbrHa3k1dTUUFJSQnh4uL1ty5YtxMfHU1NTwwsvvNBs323btnH9+nXmzZtnD5YAI0aMIDExkUceecSh/urVqxQWFtrH2r9/PwCTJk1yqPPz82PEiBGUlZVhsVgAKCgowNPTk9jYWIfaoKAg+vTpw6FDh257rfcTrVyKiIi0ITlP/6m1p9Cs57ZP+cbnOH36NAB9+vQBbtze9vT0dAiANxmGgZeXF8OHD7e3nTp1ipiYGJKSkigvL+ftt99ucpzCwkL69u1rv/V99epVrl+/zgMPPMBLL73kVF9UVMTly5cJCwsDICUlhcmTJ9OjRw+n2traWgDc3G6s0a1atYra2lqna7DZbNTV1dnr2guFSxERkTbkbFFVa0/hW1VcXAxAfn4+mZmZVFVV4enpSVhYGGlpaQ7PVprNZkaOHEnHjh3tbStWrLB/Li8vb3KMq1evcubMGcLDwzl06BCvv/46f/vb3wAYPHgwc+fOZciQIQ59DMOgX79++Pn5AWAymTCZTE7nPnLkCMePH6d///74+PgA0K1bN7p16+ZUu3v3br744gvGjBlzp1/PfaF9RWkRERFpVSUlJQAcO3aMhIQEMjIyeO6558jLy+PFF1+ksrISgMbGRg4cOOD0vOVXg2ZzLl68yPXr1/nkk09ITU1l4MCBvPLKK6SkpFBeXs7MmTPtYfMms9nsNNY/qq6uZtmyZQDNvp1+U2lpKWvXrsXd3Z3p06ffds73E61cioiISIsZN24cQUFBTJ06lU6dOgEQGRnJkCFDWLhwIVlZWaxatYrDhw9z6dKl2wa+ply5cgW48XznnDlzmDLl/7+dHxISwrRp08jMzOStt94C4MyZM5SXl99yrMrKSlJSUqiqqiI+Pp6IiIhma0+dOkVqaioXLlxgwYIFDBw48Gtfw71M4VJERERazPjx45tsHzt2LH5+fuTn5wM3VhJ79+6Nv7//1x7Dy8sLAHd3dyZPnuxw7Ac/+AFDhgzhyJEj1NfX4+Xlhdlsxtvb22kbpJtOnDjBvHnzOHfuHFOmTCE1NbXZsQ3DYMmSJVy+fJl58+Y5jd8eKFyKiIi0Id8b/vXD1P3C19fXftvcMAyHt8S/ju985zt06dIFDw8PHnjgAafjDz74IDabjUuXLtnDZWhoKB4ezrFo7969LF26FKvVSmpqKvHx8c2Om5uby6uvvoqbmxsrV67k8ccfv6v53+sULkVERNoQV7yR3VZZLBaSk5MJDAwkIyPD4VhjYyMVFRUEBgZy9uxZysrKSE9Pv6txOnTowKBBgygsLKS6utrpje/PPvsMLy8vfH19sVqtHDx4sMmx9uzZw+LFi3F3d2fNmjVERUU1O+bWrVtZv349Pj4+ZGRkMGLEiLua+/1AL/SIiIhIizCZTFy7do19+/Zx8uRJh2Nbtmzh4sWLxMTEYBgGXbp0YdiwYXc91pNPPonNZmPTpk0O7Xl5eZw6dYqoqCjc3Nw4dOgQVqvVvgXRTcXFxSxfvhwPDw82bNhwy2CZl5dHZmYmXbt2ZdOmTe06WIJWLkVERKQFLViwgDlz5jBr1iz7PpKFhYXs2bOH4OBg4uLiWLhwISEhIU3epr5T48eP58MPP+Qvf/kL586dY8yYMXz22Wf83//7f+nevbv9V3cMw2DAgAFOWwlt3LgRq9VKeHg41dXV7Nq1y2mMyMhIvLy8eO2117DZbIwePZrTp0/b9/L8qjv5NaL7hcKliIiItJjg4GCys7PJzs7mnXfeob6+noCAAJKSkoiPj8dms1FYWEhaWto3Huuf//mf+fOf/8y7777La6+9hre3N4899hgzZ860h8m8vDyio6Md+jU2Ntp/VccwDAzDaPL827dv5/z58/b9Nnfu3MnOnTubrG1P4bKDxWKxtfYkRERE2ouamhq6d+/e2tOQe1xb/jvSM5ciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIerT0BERERaV9Wr17Njh07mjy2bNkyYmJi7J+LiopISkpi27Zt9OzZ06H2woULxMXFERsbS2JiosOx0NDQ285j//79Dp8///xznnzySd544w1CQkJoaGhg8+bNfPDBB1RVVeHl5cXQoUOZPn06gwcPduhrsVh46623+Oijj6ipqcHb25vg4GCSkpJ4+OGHbzuX+4nCpYiIiLSokpIS/P39mTFjhtOxoUOHOnw2m8306tXLKVg2NDQwf/58qqurmxxjxYoVTbbn5+eza9cuxo4d63TMMAw6d+7MsGHDsNlspKenU1BQQFRUFHFxcdTV1ZGbm0tiYiKZmZn2AGu1Wpk5cyZlZWXExMQwaNAgKisryc3NJT8/n+zsbPr27XtH3839QOFSREREWsz169cpLS1l9OjRTJgw4bb1hmEwatQoh7bS0lKWLFlCaWlps/2aOvfnn3/Oa6+9Rq9evVi2bJnTcbPZTEhICJ6enuzevZuCggKmTZtGcnKyvSY2Npa4uDjWrVtHTk4OAFu3bqW0tJRFixYxceJEe210dDQJCQm8/vrrrF+//rbXer/QM5ciIiLSYioqKrBarXe0kldTU0NJSQnh4eH2ti1bthAfH09NTQ0vvPDC1xo7IyOD8+fP88tf/pIuXbo4HLt69SqFhYX2sW7eMp80aZJDnZ+fHyNGjKCsrAyLxQJAQUEBnp6exMbGOtQGBQXRp08fDh069LXmea/TyqWIiEgb8tjOpm/ztgX/L6bHNz7H6dOnAejTpw9w4/a2p6cn7u7uTrWGYeDl5cXw4cPtbadOnSImJoakpCTKy8t5++2372jc/fv3s2/fPiZMmMCIESOcjhcVFXH58mXCwsIASElJYfLkyfTo4XzNtbW1ALi53VijW7VqFbW1tU7XYLPZqKurs9e1FwqXIiIibciBmqutPYVvVXFxMXDj2cfMzEyqqqrw9PQkLCyMtLQ0h2crzWYzI0eOpGPHjva2FStW2D+Xl5ff8bj/+q//ioeHBzNnzmzyuGEY9OvXDz8/PwBMJhMmk8mp7siRIxw/fpz+/fvj4+MDQLdu3ejWrZtT7e7du/niiy8YM2bMHc/zfqBwKSIiIi2mpKQEgGPHjpGQkIDJZOLo0aPk5ORw7NgxNm/eTEBAAI2NjRw4cIDZs2c79P9q0LxTR44c4cSJEzz55JN873vfa7LGbDYTERFxy/NUV1fbn9X8x7fT/1FpaSlr167F3d2d6dOnf+0538sULkVERKTFjBs3jqCgIKZOnUqnTp0AiIyMZMiQISxcuJCsrCxWrVrF4cOHuXTpktPLPHfj//7f/wtAfHx8k8fPnDlDeXn5LceqrKwkJSWFqqoq4uPjbxlET506RWpqKhcuXGDBggUMHDjwm13APUbhUkRERFrM+PHjm2wfO3Ysfn5+5OfnAzdWEnv37o2/v/83Gu/q1asYhsHAgQPp3bt3kzVmsxlvb2+nbZBuOnHiBPPmzePcuXNMmTKF1NTUZsczDIMlS5Zw+fJl5s2bx+TJk7/R/O9FCpciIiJtSEh3z9aeQqvx9fW13zY3DMPhLfG7VVhYyKVLlxg3blyzNWazmdDQUDw8nGPR3r17Wbp0KVarldTU1GZXPwFyc3N59dVXcXNzY+XKlTz++OPfeP73IoVLERGRNsQVb2S3VRaLheTkZAIDA8nIyHA41tjYSEVFBYGBgZw9e5aysjLS09O/8ZhFRUUA/OhHP2ryuNVq5eDBg02OtWfPHhYvXoy7uztr1qwhKiqq2XG2bt3K+vXr8fHxISMjo8k30tuL9vVuvIiIiLQak8nEtWvX2LdvHydPnnQ4tmXLFi5evEhMTAyGYdClSxeGDRv2jcc8efIkXl5ezd4SP3ToEFar1b4F0U3FxcUsX74cDw8PNmzYcMtgmZeXR2ZmJl27dmXTpk3tOliCVi5FRESkBS1YsIA5c+Ywa9Ys+z6ShYWF7Nmzh+DgYOLi4li4cCEhISFN3qb+usrLy/Hz82t2r0nDMBgwYIDTVkIbN27EarUSHh5OdXU1u3btcuobGRmJl5cXr732GjabjdGjR3P69Gn7Xp5fdSe/RnS/ULgUERGRFhMcHEx2djbZ2dm888471NfXExAQQFJSEvHx8dhsNgoLC0lLS3PJeHV1dfTv37/Z43l5eURHRzu0NTY22n9VxzAMDMNosu/27ds5f/68fb/NnTt3snPnziZr21O47GCxWGytPQkREZH2oqamhu7du7f2NOQe15b/jvTMpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIxHa09ARERE2pfVq1ezY8eOJo8tW7aMmJgY++eioiKSkpLYtm0bPXv2dKi9cOECcXFxxMbGkpiY6HSuL774gqysLMxmM+fPn6dHjx6MHz+eF198kY4dOzrVf/755zz55JO88cYbhISE0NDQwObNm/nggw+oqqrCy8uLoUOHMn36dAYPHuzQ12Kx8NZbb/HRRx9RU1ODt7c3wcHBJCUl8fDDD9/Ft3TvUrgUERGRFlVSUoK/vz8zZsxwOjZ06FCHz2azmV69ejkFy4aGBubPn091dXWTY1y8eJGXXnqJzz//nNjYWAYMGEBhYSG///3vOXnyJBs2bHDqYxgGnTt3ZtiwYdhsNtLT0ykoKCAqKoq4uDjq6urIzc0lMTGRzMxMQkNDAbBarcycOZOysjJiYmIYNGgQlZWV5Obmkp+fT3Z2Nn379r3br+ueo3ApIiIiLeb69euUlpYyevRoJkyYcNt6wzAYNWqUQ1tpaSlLliyhtLS02X7vvvsulZWVzJo1i5/97GcATJo0iVWrVvGXv/yFvLw8wsLCHPqYzWZCQkLw9PRk9+7dFBQUMG3aNJKTk+01sbGxxMXFsW7dOnJycgDYunUrpaWlLFq0iIkTJ9pro6OjSUhI4PXXX2f9+vW3/3LuE3rmUkRERFpMRUUFVqv1jlbyampqKCkpITw83N62ZcsW4uPjqamp4YUXXmi276effgrAj3/8Y4f2yMhIAE6fPu3QfvXqVQoLC+1j7d+/H7gRSL/Kz8+PESNGUFZWhsViAaCgoABPT09iY2MdaoOCgujTpw+HDh267bXeT7RyKSIi0oZ4rUy+fVErqV/2r9/4HDdDXZ8+fYAbt7c9PT1xd3d3qjUMAy8vL4YPH25vO3XqFDExMSQlJVFeXs7bb7/d5DgPPfQQAH//+98dgmx5eTkA3bt3d6gvKiri8uXL9tXMlJQUJk+eTI8ePZzOXVtbC4Cb2401ulWrVlFbW+t0DTabjbq6Ontde6FwKSIi0oa4l55o7Sl8q4qLiwHIz88nMzOTqqoqPD09CQsLIy0tzeHZSrPZzMiRIx1evlmxYoX9882g2JSnn36aPXv2kJmZyQMPPED//v05cuQIv/vd7+jbty//5//8H4d6wzDo168ffn5+AJhMJkwmk9N5jxw5wvHjx+nfvz8+Pj4AdOvWjW7dujnV7t69my+++IIxY8bc4bdzf1C4FBERkRZTUlICwLFjx0hISMBkMnH06FFycnI4duwYmzdvJiAggMbGRg4cOMDs2bMd+jf1lndTOnfuzMyZM1m6dCnz58+3t/fq1Yt/+Zd/oVOnTg71ZrOZiIiIW56zurqaZcuWATT5dvpXlZaWsnbtWtzd3Zk+ffodzfl+oXApIiIiLWbcuHEEBQUxdepUe8CLjIxkyJAhLFy4kKysLFatWsXhw4e5dOmS08s8d+q//uu/+NWvfsV3v/td5syZQ2BgIKdOneJPf/oTiYmJZGVl2Vcpz5w5Q3l5+S3HqqysJCUlhaqqKuLj428ZRE+dOkVqaioXLlxgwYIFDBw48K6u4V6lcCkiIiItZvz48U22jx07Fj8/P/Lz84EbK4m9e/fG39//rsZ5/fXXeeCBB8jOzrbfao+IiGDkyJHMnDmT9evX88orr9jH8vb2dtoG6aYTJ04wb948zp07x5QpU0hNTW12XMMwWLJkCZcvX2bevHlMnjz5ruZ/L1O4FBERaUOu9R3U2lNoNb6+vvbb5oZhOLwl/nVYLBaqq6sJDw932h9zxIgRPPTQQxw4cMDeZjabCQ0NxcPDORbt3buXpUuXYrVaSU1NJT4+vtlxc3NzefXVV3Fzc2PlypU8/vjjdzX/e53CpYiISBviijey2yqLxUJycjKBgYFkZGQ4HGtsbKSiooLAwEDOnj1LWVkZ6enpdzWOh4cHHTp04Pr1600ev3btGjabDbixAfrBgwebHGvPnj0sXrwYd3d31qxZQ1RUVLNjbt26lfXr1+Pj40NGRgYjRoy4q7nfD9rXu/EiIiLSakwmE9euXWPfvn2cPHnS4diWLVu4ePEiMTExGIZBly5dGDZs2F2N4+3tzQ9/+EMOHDhgfzv9pry8PCoqKnj00UcBOHToEFar1WlD9eLiYpYvX46HhwcbNmy4ZbDMy8sjMzOTrl27smnTpnYdLEErlyIiItKCFixYwJw5c5g1a5Z9H8nCwkL27NlDcHAwcXFxLFy4kJCQkCZvU3+dcRITE0lMTGTSpEkEBgZSXFzM9u3befDBB+3PTRqGwYABA5y2Etq4cSNWq5Xw8HCqq6vZtWuX0xiRkZF4eXnx2muvYbPZGD16NKdPn3baoB24o18jul8oXIqIiEiLCQ4OJjs7m+zsbN555x3q6+sJCAggKSmJ+Ph4bDYbhYWFpKWlfaNx+vXrxx//+Efeeustdu7cyfnz53nwwQd54okn+PnPf27fRD0vL4/o6GiHvo2NjfZf1TEMA8Mwmhxj+/btnD9/3r7f5s6dO9m5c2eTte0pXHawWCy21p6EiIhIe1FTU+P06zAiX1db/jvSM5ciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIerT0BERERaV9Wr17Njh07mjy2bNkyYmJi7J+LiopISkpi27Zt9OzZ06H2woULxMXFERsbS2JiotO5zp49S1ZWFnl5eVitVnr37s1zzz3HhAkTmhz7888/58knn+SNN94gJCSEhoYGNm/ezAcffEBVVRVeXl4MHTqU6dOnM3jwYIe+FouFt956i48++oiamhq8vb0JDg4mKSmJhx9++Gt+Q/c2hUsRERFpUSUlJfj7+zNjxgynY0OHDnX4bDab6dWrl1OwbGhoYP78+VRXVzc5RlVVFQkJCdTV1fHEE08waNAgDh06xPLly/n4449JS0tz6mMYBp07d2bYsGHYbDbS09MpKCggKiqKuLg46urqyM3NJTExkczMTEJDQwGwWq3MnDmTsrIyYmJiGDRoEJWVleTm5pKfn092djZ9+/a926/rnqNwKSIiIi3m+vXrlJaWMnr06GZXEL/KMAxGjRrl0FZaWsqSJUsoLS1ttt+GDRuora3l5Zdf5plnngFg8uTJfO973+Pf//3fiYiIYMSIEQ59zGYzISEheHp6snv3bgoKCpg2bRrJycn2mtjYWOLi4li3bh05OTkAbN26ldLSUhYtWsTEiRPttdHR0SQkJPD666+zfv3623859wk9cykiIiItpqKiAqvVekcreTU1NZSUlBAeHm5v27JlC/Hx8dTU1PDCCy802e/q1asYhsH3v/99h7AHkJCQAMC2bduc+hQWFtrH2r9/PwCTJk1yqPPz82PEiBGUlZVhsVgAKCgowNPTk9jYWIfaoKAg+vTpw6FDh257rfcTrVyKiIi0IfWFc1t7Cs3yGpn5jc9x+vRpAPr06QPcuL3t6emJu7u7U61hGHh5eTF8+HB726lTp4iJiSEpKYny8nLefvttp34WiwWr1Uq/fv3o0KGDw7HvfOc7fPe73+XEiRMO7UVFRVy+fJmwsDAAUlJSmDx5Mj169HA6f21tLQBubjfW6FatWkVtba3TNdhsNurq6ux17YXCpYiISBty/cuPW3sK36ri4mIA8vPzyczMpKqqCk9PT8LCwkhLS3N4ttJsNjNy5Eg6duxob1uxYoX9c3l5eZNjeHl5AXDp0iWnY9euXePChQs0NDQ4tBuGQb9+/fDz8wPAZDJhMpmc+h85coTjx4/Tv39/fHx8AOjWrRvdunVzqt29ezdffPEFY8aMafb7uB+1rygtIiIiraqkpASAY8eOkZCQQEZGBs899xx5eXm8+OKLVFZWAtDY2MiBAwecnrf8atBsjre3N3379uXIkSNUVVU5HPvwww9pbGzEarU6tJvNZqex/lF1dTXLli0DaPLt9K8qLS1l7dq1uLu7M3369NvO+X6icCkiIiItZty4cbz00kv8/ve/5+mnnyYyMpLU1FRWr15NXV0dWVlZABw+fJhLly7dNvA1JzExEavVypw5c8jLy6OyspK//vWv/PrXv8bHxwcPj///5u2ZM2coLy+/5ViVlZXMnDmTqqoq4uPjiYiIaLb21KlTJCcnc+HCBebNm8fAgQPv6hruVbotLiIiIi1m/PjxTbaPHTsWPz8/8vPzgRsrib1798bf3/+uxhk7dixLly4lMzOTOXPmANC1a1fmzJnD+++/7/Cmudlsxtvb22kbpJtOnDjBvHnzOHfuHFOmTCE1NbXZcQ3DYMmSJVy+fJl58+YxefLku5r/vUzhUkREpA1x8wlq7Sm0Gl9fX/ttc8MwHN4SvxtPPvkk48aNo7i4GDc3N/r160fHjh156623CAwMtNeZzWZCQ0MdVjNv2rt3L0uXLsVqtZKamkp8fHyz4+Xm5vLqq6/i5ubGypUrefzxx7/R/O9VCpciIiJtiCveyG6rLBYLycnJBAYGkpGR4XCssbGRiooKAgMDOXv2LGVlZaSnp9/1WIZh8OWXXzJhwgSHX9P5+9//ztmzZ3niiSeAGxugHzx4sMmx9uzZw+LFi3F3d2fNmjVERUU1O97WrVtZv349Pj4+ZGRkOO2h2Z7omUsRERFpESaTiWvXrrFv3z5OnjzpcGzLli1cvHiRmJgYDMOgS5cuDBs27K7H+n//7/+xYsUKPv30U3vb1atX2bhxIw888IB9/8pDhw5htVrtWxDdVFxczPLly/Hw8GDDhg23DJZ5eXlkZmbStWtXNm3a1K6DJWjlUkRERFrQggULmDNnDrNmzbLvI1lYWMiePXsIDg4mLi6OhQsXEhIS0uRt6jv1T//0T/zP//wPKSkp/PSnP6VTp07s2rWL48ePs3jxYvvWQYZhMGDAAKethDZu3IjVaiU8PJzq6mp27drlNEZkZCReXl689tpr2Gw2Ro8ezenTp+17eX7Vnfwa0f1C4VJERERaTHBwMNnZ2WRnZ/POO+9QX19PQEAASUlJxMfHY7PZKCwsbPK3v7+Ovn37kpWVxaZNm/jDH/7A9evXGTBgABs3buTRRx+11+Xl5REdHe3Qt7Gx0f6rOoZhYBhGk2Ns376d8+fP2/fb3LlzJzt37myytj2Fyw4Wi8XW2pMQERFpL2pqaujevXtrT0PucW3570jPXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIy3i09gRERESkfVm9ejU7duxo8tiyZcuIiYmxfy4qKiIpKYlt27bRs2dPLBYLb731Fh999BE1NTV4e3sTHBxMUlISDz/8sMO5Ghoa+MMf/sDu3bupqanBz8+Pp59+mri4ONzd3Z3G/vzzz3nyySd54403CAkJoaGhgc2bN/PBBx9QVVWFl5cXQ4cOZfr06QwePNih79eZ1/1O4VJERERaVElJCf7+/syYMcPp2NChQx0+m81mevXqRc+ePbFarcycOZOysjJiYmIYNGgQlZWV5Obmkp+fT3Z2Nn379gXg+vXrvPzyy+Tl5fHkk0/yyCOPUFBQwMaNG/n000/55S9/6TS2YRh07tyZYcOGYbPZSE9Pp6CggKioKOLi4qirqyM3N5fExEQyMzMJDQ0F+Frzag8ULkVERKTFXL9+ndLSUkaPHs2ECRNuW28YBqNGjQJg69atlJaWsmjRIiZOnGiviY6OJiEhgddff53169cD8N///d+YzWZmzZrFz372MwAmTpzIr3/9a7Zt20ZsbKzT6qPZbCYkJARPT092795NQUEB06ZNIzk52V4TGxtLXFwc69atIycn52vPqz3QM5ciIiLSYioqKrBarXe0kldTU0NJSQnh4eEAFBQU4OnpSWxsrENdUFAQffr04dChQ/a29957D09PT5599lmH2qlTpwKwc+dOh/arV69SWFhoH2v//v0ATJo0yaHOz8+PESNGUFZWhsVi+drzag+0cikiItKGvPneytaeQrMSn1j2jc9x+vRpAPr06QPceC7S09OzyWcgDcPAy8uL4cOHA7Bq1Spqa2udam02G3V1dbi5/f9rZsePH6dv3754eXk51Pbs2ZPvfve7/O1vf3NoLyoq4vLly4SFhQGQkpLC5MmT6dGjh9O8amtrAezjfZ15tQcKlyIiIm1IRU1pa0/hW1VcXAxAfn4+mZmZVFVV4enpSVhYGGlpafTs2dNeazabGTlyJB07dgSgW7dudOvWzemcu3fv5osvvmDMmDHAjcD65Zdf2kPpP+rRoweVlZUObYZh0K9fP/z8/AAwmUyYTCanvkeOHOH48eP0798fHx+frzWv9kLhUkRERFpMSUkJAMeOHSMhIQGTycTRo0fJycnh2LFjbN68mYCAABobGzlw4ACzZ8++5flKS0tZu3Yt7u7uTJ8+HYCLFy8C0Llz5yb7dOrUifr6eoc2s9lMRETELceqrq5m2bIbq7eJiYlfe17thcKliIiItJhx48YRFBTE1KlT6dSpEwCRkZEMGTKEhQsXkpWVxapVqzh8+DCXLl2yv8zTlFOnTpGamsqFCxdYsGABAwcOBG7cjv7qf/+RzWZzuIV95swZysvLbzlWZWUlKSkpVFVVER8ff8sg2ty82guFSxEREWkx48ePb7J97Nix+Pn5kZ+fD9xYSezduzf+/v5N1huGwZIlS7h8+TLz5s1j8uTJ9mM3VywbGhqa7NvQ0ECXLl3sn81mM97e3k7bIN104sQJ5s2bx7lz55gyZQqpqanNXt+t5tVeKFyKiIi0Id/v3n72Q/xHvr6+9tvmhmHY39z+R7m5ubz66qu4ubmxcuVKHn/8cYfjXbp0wWQyUV1d3WT/6upqh9BqNpsJDQ3Fw8M5Fu3du5elS5ditVpJTU0lPj6+2fnfbl7thcKliIhIG+KKN7LbKovFQnJyMoGBgWRkZDgca2xspKKigsDAQM6ePUtZWRnp6elO59i6dSvr16/Hx8eHjIwMRowY0eRYjzzyCIWFhTQ0NNhvv8ONW+AWi8Ue/KxWKwcPHmxyrD179rB48WLc3d1Zs2YNUVFRzV7bnc6rPWhf78aLiIhIqzGZTFy7do19+/Zx8uRJh2Nbtmzh4sWLxMTEYBgGXbp0YdiwYQ41eXl5ZGZm0rVrVzZt2nTLADd+/HisVqt9o/Ob/vjHPwLYf2Ly0KFDWK1W+xZENxUXF7N8+XI8PDzYsGHDLYPl15lXe6CVSxEREWkxCxYsYM6cOcyaNcu+j2RhYSF79uwhODiYuLg4Fi5cSEhIiNNt6tdeew2bzcbo0aM5ffq0fc/Mr7r5qz/jxo3j3Xff5V//9V+prKxk0KBB5Ofn89///d/89Kc/5Qc/+AFw4/b7gAEDnLYS2rhxI1arlfDwcKqrq9m1a5fTWJGRkXh5eX2tebUHHSwWS9OvUomIiIjL1dTU0L1799aeRqv6+OOPyc7O5vDhw9TX1xMQEMD48eOJj4/Hzc2N6Oho0tLSePrpp+19zp496/QLOE25+cs6APX19bz11lu8//77WCwWAgICmDhxIs8995x9Y/NJkyYRHR3NzJkz7f0aGxuJiIjg6tWrtxxr+/btuLm5fe15uUJb/jtSuBQREWlBbTkUyL2jLf8d6ZlLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERFpUatXryY0NLTJfzt37nSoLSoqIjQ0lDNnzgBgsVhYu3YtTz31FKNGjWLcuHEsWrSITz755JZjVlZWEhER4XT+r/r8888JDQ3lwIEDADQ0NJCVlcWkSZMYNWoUUVFRpKWlcfz4cae+dzuv+5FHa09ARERE2peSkhL8/f2ZMWOG07GhQ4c6fDabzfTq1YuePXtitVqZOXMmZWVlxMTEMGjQICorK8nNzSU/P5/s7Gz69u3rdM7a2lrS0tKor6+/5bwMw6Bz584MGzYMm81Geno6BQUFREVFERcXR11dHbm5uSQmJpKZmUloaCjAXc/rfqVwKSIiIi3m+vXrlJaWMnr0aCZMmHDbesMwGDVqFABbt26ltLSURYsWMXHiRHtNdHQ0CQkJvP7666xfv96hf1FREcuWLePzzz+/7Vhms5mQkBA8PT3ZvXs3BQUFTJs2jeTkZHtNbGwscXFxrFu3jpycnLue1/1Mt8VFRESkxVRUVGC1Wu9oJa+mpoaSkhLCw8MBKCgowNPTk9jYWIe6oKAg+vTpw6FDhxzaMzIySEpKwmazOYS+ply9epXCwkL7WPv37wdg0qRJDnV+fn6MGDGCsrIyLBbLXc3rfqeVSxERkTbk3Xffbe0pNOupp576xuc4ffo0AH369AFuPNfo6emJu7u7U61hGHh5eTF8+HAAVq1aRW1trVOtzWajrq4ONzfHNbPi4mLi4+N58cUX+fDDD9m2bVuz8yoqKuLy5cuEhYUBkJKSwuTJk+nRo4dTbW1tLYB9vK87r/udwqWIiEgbUl1d3dpT+FYVFxcDkJ+fT2ZmJlVVVXh6ehIWFkZaWho9e/a015rNZkaOHEnHjh0B6NatG926dXM65+7du/niiy8YM2aMQ/sbb7xh73s7hmHQr18//Pz8ADCZTJhMJqe6I0eOcPz4cfr374+Pj89dzet+p3ApIiIiLaakpASAY8eOkZCQgMlk4ujRo+Tk5HDs2DE2b95MQEAAjY2NHDhwgNmzZ9/yfKWlpaxduxZ3d3emT5/ucOxOgyXcCLIRERG3rKmurmbZsmUAJCYm3vW87ncKlyIiItJixo0bR1BQEFOnTqVTp04AREZGMmTIEBYuXEhWVharVq3i8OHDXLp0yf4yT1NOnTpFamoqFy5cYMGCBQwcOPCu5nTmzBnKy8tvOVZlZSUpKSlUVVURHx9/yyDqqnndqxQuRUREpMWMHz++yfaxY8fi5+dHfn4+cGMlsXfv3vj7+zdZbxgGS5Ys4fLly8ybN4/Jkyff9ZzMZjPe3t5O2yDddOLECebNm8e5c+eYMmUKqampzZ7LlfO6VylcioiItCFNvUDSXvj6+tpvmxuGYX9z+x/l5uby6quv4ubmxsqVK3n88ce/0bhms5nQ0FA8PJxj0d69e1m6dClWq5XU1FTi4+ObPY+r53WvUrgUERFpQ1zxRnZbZbFYSE5OJvD/Y+/eo6K67/3/P+ViQqA48UYFaqJGY4yxikKqBMEDUdMi1UJTqSRqMCAYUapoPUZM1J8nRY1ok1oaGj1peyw9JRJra8zJ4ejX7FEUBS/1BgQtERQSnMQbowi/P1xOMx0gmkyAyOuxVlfls997f957Mn+81mdfxt+fjIwMu2319fVUVFTg7+/PuXPnKC8vJy0tzeEYmzdvZu3atXh7e5ORkUFAQMBX6slqtXLgwIEm58rPz2fx4sW4urqycuVKwsPDmz2Os/v6JutYz8aLiIhImzGZTNy4cYPdu3dz/Phxu22bNm3i0qVLREZGYhgGnp6eDB061K5mz549ZGZm0qVLF7KyspwS4A4ePIjVarW9guiWkpISli5dipubG+vWrWsxWH4dfX2TaeVSREREWs2CBQuYM2cOs2bNsr1HsrCwkPz8fIYPH05sbCwLFy4kMDDQ4TL1q6++SmNjIyEhIZw6dcr2zszPu51f/fk8wzAYMGCAw6uE1q9fj9VqJTg4mOrqarZv3+6wb1hYGB4eHl9LX99kCpciIiLSaoYPH052djbZ2dm8/fbbXL16FV9fXxITE4mLi6OxsZHCwkJSU1Pt9jt37hxnzpwBYNu2bWzbtq3J499piNuzZw8RERF2Y/X19bZf1TEMA8Mwmtw3Ly+PTz/99Gvp65usk8ViaWzrJkRERDqKmpoaevTo0dZtyDdce/4e6Z5LEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGre2bkBEREQ6lhUrVrB169Ymt6WnpxMZGWn7u6ioiMTERLZs2YKfnx8Wi4U33niDDz74gJqaGry8vBg+fDiJiYk8+OCDdseqqqriN7/5DQUFBVy4cIH777+fkSNHMnPmTHr06OEw9/nz55kwYQKvv/46gYGB1NXVsXHjRt5//32qqqrw8PBgyJAhxMfHM3jwYLt976Svu53CpYiIiLSq0tJSevXqxcyZMx22DRkyxO5vs9lM79698fPzw2q1kpSURHl5OZGRkQwaNIjKykpyc3PZu3cv2dnZ9OvXD4ALFy4QHx/PxYsXmTRpEg8++CBlZWXk5eVRUFDApk2b6N69u91chmFw3333MXToUBobG0lLS6OgoIDw8HBiY2O5cOECubm5JCQkkJmZSVBQEMAd9dURKFyKiIhIq2loaKCsrIyQkBCeeuqpL6w3DINRo0YBsHnzZsrKyli0aBGTJk2y1URERDB9+nRee+011q5dC8Cvf/1rPv74Y9atW8fIkSNttY8//jjz58/nzTffZMGCBXZzmc1mAgMDcXd3Z8eOHRQUFDBt2jSSk5NtNVFRUcTGxrJmzRpycnLuuK+OQPdcioiISKupqKjAarXe1kpeTU0NpaWlBAcHA1BQUIC7uztRUVF2dQMHDqRv374cPHjQNlZQUICfn59dsAQYPXo0Xl5edrUA169fp7Cw0DbXvn37AIiOjrar8/HxISAggPLyciwWyx331RFo5VJERKQdyZn4h7ZuoVk/yZvylY9x6tQpAPr27QtAXV0d7u7uuLq6OtQahoGHhwfDhg0DYPny5dTW1jrUNjY2cuHCBVxc/rlmlpWVxZUrVxyOefXqVa5evWpXCzfv7bxy5YotjM6ePZuYmBh69uzpcIza2loA2zHupK+OQOFSRESkHTlXVNXWLXytSkpKANi7dy+ZmZlUVVXh7u7OyJEjSU1Nxc/Pz1ZrNpsZMWIEnTt3BqB79+4O90kC7Nixg48//pjRo0fbxnx8fJqcf/Pmzdy4cYMRI0bYjRuGwUMPPWTbz2QyYTKZHPY/dOgQR48epX///nh7e99xXx2BwqWIiIi0mtLSUgCOHDnC9OnTMZlMHD58mJycHI4cOcLGjRvx9fWlvr6e/fv388ILL7R4vLKyMlatWoWrqyvx8fEt1u7fv5/f/va3eHp6MmWK/Sqs2WwmNDS0xf2rq6tJT08HICEhwWl93W0ULkVERKTVjB07loEDB/Lss89y7733AhAWFsZjjz3GwoUL2bBhA8uXL6e4uJjLly/bHuZpysmTJ0lJSeHixYssWLCARx55pNnavXv3smDBAhoaGnj55ZftVjbPnj3LmTNnWpyrsrKS2bNnU1VVRVxcXItB9E76uhspXIqIiEirGT9+fJPjY8aMwcfHh7179wI3VxL79OlDr169mqw3DIMXX3yRK1euMG/ePGJiYpqdc+vWrbzyyit06tSJFStWOFymNpvNeHl5ObwG6ZZjx44xb948PvnkE6ZMmUJKSkqzc91JX3crhUsREZF25NvDmg5THUHXrl1tl80Nw7A9uf2vcnNzWb16NS4uLixbtoxx48Y1e8wNGzawceNGvLy8+MUvfkFgYKBDjdlsJigoCDc3x1i0a9culixZgtVqJSUlhbi4uGbnupO+7mYKlyIiIu2IM57Ibq8sFgvJycn4+/uTkZFht62+vp6Kigr8/f05d+4c5eXlpKWlORxj8+bNrF27Fm9vbzIyMggICGh2vldffZU//vGPfPvb32bt2rVNvv7IarVy4MCBJufKz89n8eLFuLq6snLlSsLDw5ud6076utt1rGfjRUREpM2YTCZu3LjB7t27OX78uN22TZs2cenSJSIjIzEMA09PT4YOHWpXs2fPHjIzM+nSpQtZWVktBrgtW7bwxz/+EX9//xZ/IefgwYNYrVaH92GWlJSwdOlS3NzcWLduXYvB8k766gi0cikiIiKtZsGCBcyZM4dZs2bZ3iNZWFhIfn4+w4cPJzY2loULFxIYGOhwmfrVV1+lsbGRkJAQTp06ZXtn5uc99dRTXL16lddffx24+bDQgQMHHOo8PDwICwvDMAwGDBjg8Cqh9evXY7VaCQ4Oprq6mu3btzscIywsDA8Pj9vuq6PoZLFYGtu6CRERkY6ipqaGHj16tHUbberEiRNkZ2dTXFzM1atX8fX1Zfz48cTFxeHi4kJERASpqalMnDjRts+5c+ccfgGnKfv27ePgwYNN/m755/Xq1Yt33nmH6OhoIiIiSEpKsm2rr68nNDSU69evt3iMvLw8XFxcbrsvZ2rP3yOFSxERkVbUnkOBfHO05++R7rkUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadxa+sGREREpGNZsWIFW7dubXJbeno6kZGRtr+LiopITExky5Yt+Pn5YbFYeOONN/jggw+oqanBy8uL4cOHk5iYyIMPPmh3rNraWn7zm9+wZ88eamtr+c53vkN0dDQ/+tGP6NSpk8Pc58+fZ8KECbz++usEBgZSV1fHxo0bef/996mqqsLDw4MhQ4YQHx/P4MGD7fa9k77udgqXIiIi0qpKS0vp1asXM2fOdNg2ZMgQu7/NZjO9e/fGz88Pq9VKUlIS5eXlREZGMmjQICorK8nNzWXv3r1kZ2fTr18/AC5dukRiYiLnzp0jJiYGf39/9uzZwy9+8QvKyspYsGCBw9yGYXDfffcxdOhQGhsbSUtLo6CggPDwcGJjY7lw4QK5ubkkJCSQmZlJUFAQwB311REoXIqIiEiraWhooKysjJCQEJ566qkvrDcMg1GjRgGwefNmysrKWLRoEZMmTbLVREREMH36dF577TXWrl0LwH/9139x5swZ/r//7//jySefBCA6Opp58+aRm5vL5MmT6d27t91cZrOZwMBA3N3d2bFjBwUFBUybNo3k5GRbTVRUFLGxsaxZs4acnJw77qsj0D2XIiIi0moqKiqwWq23tZJXU1NDaWkpwcHBABQUFODu7k5UVJRd3cCBA+nbty8HDx60jV27do1BgwYRHh5uV/v444/T2NjIyZMn7cavX79OYWGhba59+/YBNwPp5/n4+BAQEEB5eTkWi+WO++oItHIpIiLSjjy5rbqtW2jW/0T2/MrHOHXqFAB9+/YFoK6uDnd3d1xdXR1qDcPAw8ODYcOGAbB8+XJqa2sdahsbG7lw4QIuLv9cM3vhhReanP9WqPT19bUbLyoq4sqVK4wcORKA2bNnExMTQ8+ejudcW1sLYJvvTvrqCBQuRURE2pH9NdfbuoWvVUlJCQB79+4lMzOTqqoq3N3dGTlyJKmpqfj5+dlqzWYzI0aMoHPnzgB0796d7t27Oxxzx44dfPzxx4wePbrJOa9evcrZs2f529/+xl/+8hdCQ0N59NFH7WoMw+Chhx7Cx8cHAJPJhMlkcjjWoUOHOHr0KP3798fb2/sr9XW3UrgUERGRVlNaWgrAkSNHmD59OiaTicOHD5OTk8ORI0fYuHEjvr6+1NfXs3///mZXIG8pKytj1apVuLq6Eh8f32TNr3/9azZv3gzAd77zHebOnetQYzabCQ0NbXGu6upq0tPTAUhISPjKfd2tFC5FRESk1YwdO5aBAwfy7LPPcu+99wIQFhbGY489xsKFC9mwYQPLly+nuLiYy5cv2x7macrJkydJSUnh4sWLLFiwgEceeaTJuieeeILhw4dTXl7O7373O+Li4nj99dcZNGgQAGfPnuXMmTMtzlVZWcns2bOpqqoiLi6uxSB6u33drRQuRUREpNWMHz++yfExY8bg4+PD3r17gZsriX369KFXr15N1huGwYsvvsiVK1eYN28eMTExzc4ZGBgIwOjRo/ne977HtGnT+OUvf8mGDRtsc3l5eTm8BumWY8eOMW/ePD755BOmTJlCSkpKs3PdSV93K4VLERGRdiSwh3tbt9BmunbtartsbhiG7cntf5Wbm8vq1atxcXFh2bJljBs37rbnePjhh+nTpw/Hjx+3jZnNZoKCgnBzc4xFu3btYsmSJVitVlJSUoiLi2v22F+lr7uJwqWIiEg74ownstsri8VCcnIy/v7+ZGRk2G2rr6+noqICf39/zp07R3l5OWlpaQ7H2Lx5M2vXrsXb25uMjAwCAgIcahobG3nmmWfo3Lkzb775psP2y5cvc8899wA3X4B+4MCBJufKz89n8eLFuLq6snLlSofXGt1pXx1Fx3o2XkRERNqMyWTixo0b7N69227lEGDTpk1cunSJyMhIDMPA09OToUOH2tXs2bOHzMxMunTpQlZWVrMBrlOnTvTo0YOjR4/aLrPf8u6771JVVUVYWBgABw8exGq12l5BdEtJSQlLly7Fzc2NdevWtRgsb7evjkIrlyIiItJqFixYwJw5c5g1a5btPZKFhYXk5+czfPhwYmNjWbhwIYGBgQ6XqV999VUaGxsJCQnh1KlTtndmft6tX/2ZO3cuR44cYeHChURHR+Pv78/f//53/vrXv/LAAw+QlJQE3Lz8PmDAAIdXCa1fvx6r1UpwcDDV1dVs377dYa6wsDA8PDzuqK+OoJPFYmls6yZEREQ6ipqaGnr06NHWbbSpEydOkJ2dTXFxMVevXsXX15fx48cTFxeHi4sLERERpKamMnHiRNs+586dc/gFnKbc+mUduPkU+K9//WsKCgq4ePEiPj4+/Nu//RvPPfccXl5ewM1f4ImIiLCFTbh5iT40NJTr11t+52heXh4uLi533JcztOfvkcKliIhIK2rPoUC+Odrz90j3XIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI07i1dQMiIiLSsaxYsYKtW7c2uS09PZ3IyEjb30VFRSQmJrJlyxb8/PywWCy88cYbfPDBB9TU1ODl5cXw4cNJTEzkwQcfbHHeF198kffee4+8vDx8fX0dtp8/f54JEybw+uuvExgYSF1dHRs3buT999+nqqoKDw8PhgwZQnx8PIMHD7bb96v0dbdRuBQREZFWVVpaSq9evZg5c6bDtiFDhtj9bTab6d27N35+flitVpKSkigvLycyMpJBgwZRWVlJbm4ue/fuJTs7m379+jU559/+9jfee++9FvsyDIP77ruPoUOH0tjYSFpaGgUFBYSHhxMbG8uFCxfIzc0lISGBzMxMgoKCAL5SX3cjhUsRERFpNQ0NDZSVlRESEsJTTz31hfWGYTBq1CgANm/eTFlZGYsWLWLSpEm2moiICKZPn85rr73G2rVrHY5RWVnJqlWr6Ny5M9euXWt2LrPZTGBgIO7u7uzYsYOCggKmTZtGcnKyrSYqKorY2FjWrFlDTk7OV+rrbqV7LkVERKTVVFRUYLVab2slr6amhtLSUoKDgwEoKCjA3d2dqKgou7qBAwfSt29fDh486HCMGzdusHTpUvz9/RkzZkyzc12/fp3CwkLbXPv27QMgOjrars7Hx4eAgADKy8uxWCxfuq+7mVYuRURE2hGPZclfXNRGrqb/6isf49SpUwD07dsXgLq6Otzd3XF1dXWoNQwDDw8Phg0bBsDy5cupra11qG1sbOTChQu4uDiumW3atIkTJ07wn//5n/zud79rtq+ioiKuXLnCyJEjAZg9ezYxMTH07NnToba2thbANt+X6etupnApIiLSjriWHWvrFr5WJSUlAOzdu5fMzEyqqqpwd3dn5MiRpKam4ufnZ6s1m82MGDGCzp07A9C9e3e6d+/ucMwdO3bw8ccfM3r0aLvxo0ePkp2dzdy5c21htjmGYfDQQw/h4+MDgMlkwmQyOdQdOnSIo0eP0r9/f7y9vb9UX3c7hUsRERFpNaWlpQAcOXKE6dOnYzKZOHz4MDk5ORw5coSNGzfi6+tLfX09+/fv54UXXmjxeGVlZaxatQpXV1fi4+Nt41euXGHp0qUMHz6cp59++gv7MpvNhIaGtlhTXV1Neno6AAkJCV+qr45A4VJERERazdixYxk4cCDPPvss9957LwBhYWE89thjLFy4kA0bNrB8+XKKi4u5fPmy7WGeppw8eZKUlBQuXrzIggULeOSRR2zb1qxZw6effsqGDRvo1KlTiz2dPXuWM2fOtDhXZWUls2fPpqqqiri4uBaDaEt9dQQKlyIiItJqxo8f3+T4mDFj8PHxYe/evcDNlcQ+ffrQq1evJusNw+DFF1/kypUrzJs3j5iYGNu2//u//+Mvf/kLCxYsoHPnzrYHb65fvw7AxYsXsVgstsveZrMZLy8vh9cg3XLs2DHmzZvHJ598wpQpU0hJSWn2/Frqq6NQuBQREWlHbvQb1NYttJmuXbvaLpsbhmF7cvtf5ebmsnr1alxcXFi2bBnjxo2z2/7//t//AyAjI4OMjAyH/Z955hngn0+Em81mgoKCcHNzjEW7du1iyZIlWK1WUlJSiIuLa7b/L+qro1C4FBERaUec8UR2e2WxWEhOTsbf398h9NXX11NRUYG/vz/nzp2jvLyctLQ0h2Ns3ryZtWvX4u3tTUZGBgEBAQ41zzzzTJPv0Pzd735HQUEBy5Yto2vXrsDNF6AfOHCgybny8/NZvHgxrq6urFy5kvDw8GbP7Xb66igULkVERKRVmEwmbty4we7duzl+/LjdvYibNm3i0qVLTJ8+HcMw8PT0ZOjQoXb779mzh8zMTLp06cKvf/3rZt+V2bdv3yafDt++fTtw81eAbv3848GDB7FarbZXEN1SUlLC0qVLcXNzIzMzk+HDhzd7XrfbV0ehcCkiIiKtZsGCBcyZM4dZs2bZ3iNZWFhIfn4+w4cPJzY2loULFxIYGOhwmfrVV1+lsbGRkJAQTp06ZXtn5ufdzq/+fJ5hGAwYMMDhVULr16/HarUSHBxMdXW1LZh+XlhYGB4eHl9LX99kCpciIiLSaoYPH052djbZ2dm8/fbbXL16FV9fXxITE4mLi6OxsZHCwkJSU1Pt9jt37hxnzpwBYNu2bWzbtq3J499piNuzZw8RERF2Y/X19bZf1TEMA8Mwmtw3Ly+PTz/99Gvp65usk8ViaWzrJkRERDqKmpoaevTo0dZtyDdce/4edazfIxIRERGRr5XCpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNW1s3ICIiIh3LihUr2Lp1a5Pb0tPTiYyMtP1dVFREYmIiW7Zswc/PD4vFwhtvvMEHH3xATU0NXl5eDB8+nMTERB588EG7Y/32t78lKyuryXlmzJhBQkKC3dj58+eZMGECr7/+OoGBgdTV1bFx40bef/99qqqq8PDwYMiQIcTHxzN48GC7fe+kr7udwqWIiIi0qtLSUnr16sXMmTMdtg0ZMsTub7PZTO/evfHz88NqtZKUlER5eTmRkZEMGjSIyspKcnNz2bt3L9nZ2fTr189uHg8PD37+8587zPPQQw85jBmGwX333cfQoUNpbGwkLS2NgoICwsPDiY2N5cKFC+Tm5pKQkEBmZiZBQUEAd9zX3U7hUkRERFpNQ0MDZWVlhISE8NRTT31hvWEYjBo1CoDNmzdTVlbGokWLmDRpkq0mIiKC6dOn89prr7F27VrbeElJCX379r2teeBmkA0MDMTd3Z0dO3ZQUFDAtGnTSE5OttVERUURGxvLmjVryMnJ+VJ93e10z6WIiIi0moqKCqxW622t5NXU1FBaWkpwcDAABQUFuLu7ExUVZVc3cOBA+vbty8GDB21jdXV1fPTRR/Tt2/e2+rp+/TqFhYW2ufbt2wdAdHS0XZ2Pjw8BAQGUl5djsVjuuK+OQCuXIiIi7cjVwrlt3UKzPEZkfuVjnDp1CsAW+urq6nB3d8fV1dWh1jAMPDw8GDZsGADLly+ntrbWobaxsZELFy7g4vLPNbOysjIaGhpsIdZqteLq6oqbW9PRp6ioiCtXrjBy5EgAZs+eTUxMDD179nSora2tBbDNdyd9dQQKlyIiIu1Iw2cn2rqFr1VJSQkAe/fuJTMzk6qqKtzd3Rk5ciSpqan4+fnZas1mMyNGjKBz584AdO/ene7duzscc8eOHXz88ceMHj3aYZ6TJ0/y9NNPc+bMGVxcXBg6dChz587l4YcftjuGYRg89NBD+Pj4AGAymTCZTA5zHTp0iKNHj9K/f3+8vb3vuK+OQOFSREREWk1paSkAR44cYfr06ZhMJg4fPkxOTg5Hjhxh48aN+Pr6Ul9fz/79+3nhhRdaPF5ZWRmrVq3C1dWV+Ph42/itcFlcXMxPf/pTevXqxalTp/jDH/7A888/z69//WsGDRpkqzebzYSGhrY4V3V1Nenp6QAOT5rfbl8dgcKliIiItJqxY8cycOBAnn32We69914AwsLCeOyxx1i4cCEbNmxg+fLlFBcXc/nyZdvDPE05efIkKSkpXLx4kQULFvDII4/Ytn3ve9/D09OTn/70p7YVyNGjRzNq1Cji4+N59dVXyc7OBuDs2bOcOXOmxbkqKyuZPXs2VVVVxMXFtRhEW+qrI1C4FBERkVYzfvz4JsfHjBmDj48Pe/fuBW6uJPbp04devXo1WW8YBi+++CJXrlxh3rx5xMTE2G0PCQkhJCTEYb9Bgwbx2GOPcejQIS5fvoynpydmsxkvLy+H1yDdcuzYMebNm8cnn3zClClTSElJafb8vqivjkDhUkREpB1x8R7Y1i20ma5du9oumxuGYXty+1/l5uayevVqXFxcWLZsGePGjbvjeRobG7l69aotXAYFBTX5sM+uXbtYsmQJVquVlJQU4uLimj3uV+3rbqFwKSIi0o4444ns9spisZCcnIy/vz8ZGRl22+rr66moqMDf359z585RXl5OWlqawzE2b97M2rVr8fb2JiMjg4CAAIeaxsZGpk+fDsCmTZsctpeXl+Pp6cn999+P1WrlwIEDTc6Vn5/P4sWLcXV1ZeXKlYSHhzd7brfTV0fRsZ6NFxERkTZjMpm4ceMGu3fv5vjx43bbNm3axKVLl4iMjMQwDDw9PRk6dKhdzZ49e8jMzKRLly5kZWU1G+A6depEly5dOHbsGLt27bLb9te//pXy8nKeeuopXF1dOXjwIFar1fYKoltKSkpYunQpbm5urFu3rsVgebt9dRRauRQREZFWs2DBAubMmcOsWbNs75EsLCwkPz+f4cOHExsby8KFCwkMDHS4TP3qq6/S2NhISEgIp06dsr0z8/Nu/RrPnDlzOHr0KC+++CKTJk3iwQcf5O9//zt//etf6du3L0lJScDNy+8DBgxweJXQ+vXrsVqtBAcHU11dzfbt2x3mCgsLw8PD44766gg6WSyWxrZuQkREpKOoqamhR48ebd1Gmzpx4gTZ2dkUFxdz9epVfH19GT9+PHFxcbi4uBAREUFqaioTJ0607XPu3DmHX8Bpyq1f1gH46KOPyMrKYt++fVy8eJEePXoQHh7O9OnT+da3vgXc/AWeiIgIW9iEm5foQ0NDuX79eotz5eXl4eLicsd9OUN7/h4pXIqIiLSi9hwK5JujPX+PdM+liIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNW1s3ICIiIh3LihUr2Lp1a5Pb0tPTiYyMtP1dVFREYmIiW7Zswc/PD4vFwhtvvMEHH3xATU0NXl5eDB8+nMTERB588EGH47377rv86U9/orS0lPvuu48hQ4Ywa9YsHnjgAYfa8+fPM2HCBF5//XUCAwOpq6tj48aNvP/++1RVVeHh4cGQIUOIj49n8ODBdvveaV93M4VLERERaVWlpaX06tWLmTNnOmwbMmSI3d9ms5nevXvj5+eH1WolKSmJ8vJyIiMjGTRoEJWVleTm5rJ3716ys7Pp16+fbd+srCx++9vfMmzYMFJSUvj444/JyckhPj6et956C19fX7u5DMPgvvvuY+jQoTQ2NpKWlkZBQQHh4eHExsZy4cIFcnNzSUhIIDMzk6CgIIA77utup3ApIiIiraahoYGysjJCQkJ46qmnvrDeMAxGjRoFwObNmykrK2PRokVMmjTJVhMREcH06dN57bXXWLt2LQAnTpxg48aNhISEkJGRgaurKwBBQUHMnDmT//zP/2TRokV2c5nNZgIDA3F3d2fHjh0UFBQwbdo0kpOTbTVRUVHExsayZs0acnJy7rivjkD3XIqIiEirqaiowGq13tZKXk1NDaWlpQQHBwNQUFCAu7s7UVFRdnUDBw6kb9++HDx40Da2ZcsWGhoamDdvni1YAgQEBJCQkMCjjz5qd4zr169TWFhom2vfvn0AREdH29X5+PgQEBBAeXk5FovljvvqCLRyKSIi0o785q/L2rqFZiX8IP0rH+PUqVMA9O3bF4C6ujrc3d3tAuAthmHg4eHBsGHDAFi+fDm1tbUOtY2NjVy4cAEXl3+umRUWFtKvXz/bpe/r16/T0NDAPffcw4wZMxzmKioq4sqVK4wcORKA2bNnExMTQ8+ePR1qa2trAWzz3UlfHYHCpYiISDtSUVPW1i18rUpKSgDYu3cvmZmZVFVV4e7uzsiRI0lNTcXPz89WazabGTFiBJ07dwage/fudO/e3eGYO3bs4OOPP2b06NHAzSB59uxZgoODOXjwIK+99hp///vfARg8eDBz587lscceszuGYRg89NBD+Pj4AGAymTCZTA5zHTp0iKNHj9K/f3+8vb3vqK+OomNFaREREWlTpaWlABw5coTp06eTkZHBT37yE/bs2cNzzz1HZWUlAPX19ezfv992v2VzysrKWLVqFa6ursTHxwNw6dIlGhoaOH36NCkpKTzyyCO88sorzJ49mzNnzpCUlGQLm7eYzeYvnKu6upr09JurtwkJCXfcV0ehlUsRERFpNWPHjmXgwIE8++yz3HvvvQCEhYXx2GOPsXDhQjZs2MDy5cspLi7m8uXLLQa+kydPkpKSwsWLF1mwYAGPPPIIANeuXQNu3t85Z84cpkyZYtsnMDCQadOmkZmZyRtvvAHA2bNnOXPmTItzVVZWMnv2bKqqqoiLiyM0NPSO++ooFC5FRESk1YwfP77J8TFjxuDj48PevXuBmyuJffr0oVevXk3WG4bBiy++yJUrV5g3bx4xMTG2bR4eHgC4urrajQM8/PDDPPbYYxw6dIirV6/i4eGB2WzGy8vL4TVItxw7dox58+bxySefMGXKFFJSUpo9v5b66igULkVERNqR7/ToOO9D/Fddu3a1XTY3DMP25Pa/ys3NZfXq1bi4uLBs2TLGjRtnt/1b3/oWnp6euLm5cc899zjs361bNxobG7l8+bItXAYFBeHm5hiLdu3axZIlS7BaraSkpBAXF9ds/1/UV0ehcCkiItKOOOOJ7PbKYrGQnJyMv78/GRkZdtvq6+upqKjA39+fc+fOUV5eTlpamsMxNm/ezNq1a/H29iYjI4OAgACHmk6dOjFo0CAKCwuprq52eOL7o48+wsPDg65du2K1Wjlw4ECTc+Xn57N48WJcXV1ZuXIl4eHhzZ7b7fTVUeiBHhEREWkVJpOJGzdusHv3bo4fP263bdOmTVy6dInIyEgMw8DT05OhQ4fa1ezZs4fMzEy6dOlCVlZWiwFuwoQJNDY2kpWV5XCMkydPEh4ejouLCwcPHsRqtdpeQXRLSUkJS5cuxc3NjXXr1rUYLO+kr45AK5ciIiLSahYsWMCcOXOYNWuW7T2ShYWF5OfnM3z4cGJjY1m4cCGBgYEOl6lfffVVGhsbCQkJ4dSpU7Z3Zn7erV/9GT9+PDt37uQvf/kLn3zyCaNHj+ajjz7iv//7v+nRo4ftV3cMw2DAgAEOrxJav349VquV4OBgqqur2b59u8NcYWFheHh43FFfHUEni8XS2NZNiIiIdBQ1NTX06NGjrdtoUydOnCA7O5vi4mKuXr2Kr68v48ePJy4uDhcXFyIiIkhNTWXixIm2fc6dO+fwCzhNufXLOgA3btzgT3/6E++88w4fffQRXl5ejBo1iqSkJNt/g+joaCIiIkhKSrLtV19fT2hoKNevX29xrry8PFxcXO64L2doz98jhUsREZFW1J5DgXxztOfvke65FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGncWvrBkRERKRjWbFiBVu3bm1yW3p6OpGRkba/i4qKSExMZMuWLfj5+WGxWHjjjTf44IMPqKmpwcvLi+HDh5OYmMiDDz5o2y8oKOgL+9i3b5/d3+fPn2fChAm8/vrrBAYGUldXx8aNG3n//fepqqrCw8ODIUOGEB8fz+DBg+32vd2+OgKFSxEREWlVpaWl9OrVi5kzZzpsGzJkiN3fZrOZ3r174+fnh9VqJSkpifLyciIjIxk0aBCVlZXk5uayd+9esrOz6devHwAvv/xyk3Pv3buX7du3M2bMGIdthmFw3333MXToUBobG0lLS6OgoIDw8HBiY2O5cOECubm5JCQkkJmZaQuwd9JXR6BwKSIiIq2moaGBsrIyQkJCeOqpp76w3jAMRo0aBcDmzZspKytj0aJFTJo0yVYTERHB9OnTee2111i7di1Ak8c+f/48r776Kr179yY9Pd1hu9lsJjAwEHd3d3bs2EFBQQHTpk0jOTnZVhMVFUVsbCxr1qwhJyfnjvvqCHTPpYiIiLSaiooKrFbrba3k1dTUUFpaSnBwMAAFBQW4u7sTFRVlVzdw4ED69u3LwYMHWzxeRkYGn376Kf/+7/+Op6en3bbr169TWFhom+vWJfPo6Gi7Oh8fHwICAigvL8disTilr7uNVi5FRETakXfeeaetW2jWD3/4w698jFOnTgHQt29fAOrq6nB3d8fV1dWh1jAMPDw8GDZsGADLly+ntrbWobaxsZELFy7g4tL8mtm+ffvYvXs3Tz31FAEBAQ7bi4qKuHLlCiNHjgRg9uzZxMTE0LNnT4fa2tpaANt8X6Wvu5HCpYiISDtSXV3d1i18rUpKSoCb9z5mZmZSVVWFu7s7I0eOJDU1FT8/P1ut2WxmxIgRdO7cGYDu3bvTvXt3h2Pu2LGDjz/+mNGjRzc7769+9Svc3NxISkpqcrthGDz00EP4+PgAYDKZMJlMDnWHDh3i6NGj9O/fH29v76/c191I4VJERERaTWlpKQBHjhxh+vTpmEwmDh8+TE5ODkeOHGHjxo34+vpSX1/P/v37eeGFF1o8XllZGatWrcLV1ZX4+Pgmaw4dOsSxY8eYMGEC3/72t5usMZvNhIaGtjhXdXW17V7NhISEr9zX3UrhUkRERFrN2LFjGThwIM8++yz33nsvAGFhYTz22GMsXLiQDRs2sHz5coqLi7l8+bLtYZ6mnDx5kpSUFC5evMiCBQt45JFHmqz77//+bwDi4uKa3H727FnOnDnT4lyVlZXMnj2bqqoq4uLiWgyit9vX3UrhUkRERFrN+PHjmxwfM2YMPj4+7N27F7i5ktinTx969erVZL1hGLz44otcuXKFefPmERMT02Td9evXMQyDRx55hD59+jRZYzab8fLycngN0i3Hjh1j3rx5fPLJJ0yZMoWUlJRmz+92+7qbKVyKiIi0I009QNJRdO3a1XbZ3DAM25Pb/yo3N5fVq1fj4uLCsmXLGDduXLPHLCws5PLly4wdO7bZGrPZTFBQEG5ujrFo165dLFmyBKvVSkpKSrOrn3fa191M4VJERKQdccYT2e2VxWIhOTkZf39/MjIy7LbV19dTUVGBv78/586do7y8nLS0NIdjbN68mbVr1+Lt7U1GRkaTT35/XlFREQDf+973mtxutVo5cOBAk3Pl5+ezePFiXF1dWblyJeHh4c3Oc6d93c061rPxIiIi0mZMJhM3btxg9+7dHD9+3G7bpk2buHTpEpGRkRiGgaenJ0OHDrWr2bNnD5mZmXTp0oWsrKzbCnDHjx/Hw8Oj2UviBw8exGq12l5BdEtJSQlLly7Fzc2NdevWtRgsv0xfdzOtXIqIiEirWbBgAXPmzGHWrFm290gWFhaSn5/P8OHDiY2NZeHChQQGBjpcpn711VdpbGwkJCSEU6dO2d6Z+Xn/+ss8Z86cwcfHp9l3TRqGwYABAxxeJbR+/XqsVivBwcFUV1ezfft2h33DwsLw8PD4Un3dzTpZLJbGtm5CRESko6ipqaFHjx5t3UabOnHiBNnZ2RQXF3P16lV8fX0ZP348cXFxuLi4EBERQWpqKhMnTrTtc+7cOYdfwGnKrV/WuSUkJIT+/fvz5ptvNlkfHR1NRESE3fsv6+vrCQ0N5fr16y3OlZeXh4uLy5fq66tqz98jhUsREZFW1J5DgXxztOfvke65FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGncWvrBkRERKRjWbFiBVu3bm1yW3p6OpGRkba/i4qKSExMZMuWLfj5+WGxWHjjjTf44IMPqKmpwcvLi+HDh5OYmMiDDz5od6yPP/6YDRs2YDab+fTTT+nZsyfjx4/nueeeo3Pnzg5znz9/ngkTJvD6668TGBhIXV0dGzdu5P3336eqqgoPDw+GDBlCfHw8gwcPttv3Tvq62ylcioiISKsqLS2lV69ezJw502HbkCFD7P42m8307t0bPz8/rFYrSUlJlJeXExkZyaBBg6isrCQ3N5e9e/eSnZ1Nv379ALh06RIzZszg/PnzREVFMWDAAAoLC3nzzTc5fvw469atc5jbMAzuu+8+hg4dSmNjI2lpaRQUFBAeHk5sbCwXLlwgNzeXhIQEMjMzCQoKArijvjoChUsRERFpNQ0NDZSVlRESEsJTTz31hfWGYTBq1CgANm/eTFlZGYsWLWLSpEm2moiICKZPn85rr73G2rVrAXjnnXeorKxk1qxZTJ06FYDo6GiWL1/OX/7yF/bs2cPIkSPt5jKbzQQGBuLu7s6OHTsoKChg2rRpJCcn22qioqKIjY1lzZo15OTk3HFfHYHuuRQREZFWU1FRgdVqva2VvJqaGkpLSwkODgagoKAAd3d3oqKi7OoGDhxI3759OXjwoG3sH//4BwBPPPGEXW1YWBgAp06dshu/fv06hYWFtrn27dsH3Aykn+fj40NAQADl5eVYLJY77qsj0MqliIhIO5Iz8Q9t3UKzfpI35Ssf41ao69u3LwB1dXW4u7vj6urqUGsYBh4eHgwbNgyA5cuXU1tb61Db2NjIhQsXcHH555rZAw88AMCHH35oF2TPnDkDQI8ePeyOUVRUxJUrV2yrmbNnzyYmJoaePXs69FVbWwtgm+9O+uoIFC5FRETakXNFVW3dwteqpKQEgL1795KZmUlVVRXu7u6MHDmS1NRU/Pz8bLVms5kRI0bYHr7p3r073bt3dzjmjh07+Pjjjxk9erRtbOLEieTn55OZmck999xD//79OXToEL/97W/p168f//Zv/2Z3DMMweOihh/Dx8QHAZDJhMpkc5jp06BBHjx6lf//+eHt733FfHYHCpYiIiLSa0tJSAI4cOcL06dMxmUwcPnyYnJwcjhw5wsaNG/H19aW+vp79+/fzwgsvtHi8srIyVq1ahaurK/Hx8bbx++67j6SkJJYsWcL8+fNt47179+aXv/wl9957r91xzGYzoaGhLc5VXV1Neno6AAkJCV+qr45A4VJERERazdixYxk4cCDPPvusLeCFhYXx2GOPsXDhQjZs2MDy5cspLi7m8uXLtod5mnLy5ElSUlK4ePEiCxYs4JFHHrFte/fdd3nppZe4//77mTNnDv7+/pw8eZI//OEPJCQksGHDBtsq5dmzZzlz5kyLc1VWVjJ79myqqqqIi4trMYi21FdHoHApIiIirWb8+PFNjo8ZMwYfHx/27t0L3FxJ7NOnD7169Wqy3jAMXnzxRa5cucK8efOIiYmx2/7aa69xzz33kJ2dbbvUHhoayogRI0hKSmLt2rW88sortrm8vLwcXoN0y7Fjx5g3bx6ffPIJU6ZMISUlpdnz+6K+OgKFSxERkXbk28OaDlMdQdeuXW2XzQ3DsD25/a9yc3NZvXo1Li4uLFu2jHHjxtltt1gsVFdXExwcbHcPJ0BAQAAPPPAA+/fvt42ZzWaCgoJwc3OMRbt27WLJkiVYrVZSUlKIi4trtv8v6qujULgUERFpR5zxRHZ7ZbFYSE5Oxt/fn4yMDLtt9fX1VFRU4O/vz7lz5ygvLyctLc3hGJs3b2bt2rV4e3uTkZFBQECAQ42bmxudOnWioaGhyT5u3LhBY2MjcPMF6AcOHGhyrvz8fBYvXoyrqysrV64kPDy82XO7nb46io71bLyIiIi0GZPJxI0bN9i9ezfHjx+327Zp0yYuXbpEZGQkhmHg6enJ0KFD7Wr27NlDZmYmXbp0ISsrq9kA5+XlxXe/+132799vezr988eoqKjg8ccfB+DgwYNYrVaHF6qXlJSwdOlS3NzcWLduXYvB8nb76ig6WSyWxrZuQkREpKOoqalxeMdiR3LgwAHmzJlD586dbe+RLCwsJD8/n+HDh/PLX/6ShQsX4urq6rC6+eMf/5gzZ84QGRlJYGBgk8e/9as/paWlJCQk0NjYSHR0NP7+/pSUlJCXl4e3tzdvvvkmvXr1YvXq1Rw6dIjf/e53dseZPXs2BQUFBAcHM3bs2CbnCgsLw8PD4476cpb2/D1SuBQREWlF7TkUtJYTJ06QnZ1NcXExV69exdfXl/HjxxMXF4eLiwsRERGkpqYyceJE2z7nzp1z+AWcptz6ZR2Ajz76iDfeeIOCggI+/fRTunXrxqhRo3j++edt/w2io6OJiIggKSnJtl99fT2hoaFcv369xbny8vJwcXG5476coT1/jxQuRUREWlF7DgXyzdGev0e651JEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJzGra0bEBERkY5lxYoVbN26tclt6enpREZG2v4uKioiMTGRLVu24Ofnh8Vi4Y033uCDDz6gpqYGLy8vhg8fTmJiIg8++KDdsc6dO8eGDRvYs2cPVquVPn368JOf/ISnnnqqybnPnz/PhAkTeP311wkMDKSuro6NGzfy/vvvU1VVhYeHB0OGDCE+Pp7Bgwfb7Xsnfd3tFC5FRESkVZWWltKrVy9mzpzpsG3IkCF2f5vNZnr37o2fnx9Wq5WkpCTKy8uJjIxk0KBBVFZWkpuby969e8nOzqZfv34AVFVVMX36dC5cuMAPfvADBg0axMGDB1m6dCknTpwgNTXVYW7DMLjvvvsYOnQojY2NpKWlUVBQQHh4OLGxsVy4cIHc3FwSEhLIzMwkKCgI4I766ggULkVERKTVNDQ0UFZWRkhISLMriJ9nGAajRo0CYPPmzZSVlbFo0SImTZpkq4mIiGD69Om89tprrF27FoB169ZRW1vLz3/+c370ox8BEBMTw7e//W1+//vfExoaSkBAgN1cZrOZwMBA3N3d2bFjBwUFBUybNo3k5GRbTVRUFLGxsaxZs4acnJw77qsj0D2XIiIi0moqKiqwWq23tZJXU1NDaWkpwcHBABQUFODu7k5UVJRd3cCBA+nbty8HDx4E4Pr16xiGwXe+8x27sAcwffp0ALZs2WI3fv36dQoLC21z7du3D4Do6Gi7Oh8fHwICAigvL8disdxRXx2FVi5FRETakSe3Vbd1C836n8ieX/kYp06dAqBv374A1NXV4e7ujqurq0OtYRh4eHgwbNgwAJYvX05tba1DbWNjIxcuXMDF5eaamcViwWq18tBDD9GpUye72m9961vcf//9HDt2zG68qKiIK1euMHLkSABmz55NTEwMPXs6nnNtbS2Abb7b7aujULgUERFpR/bXXG/rFr5WJSUlAOzdu5fMzEyqqqpwd3dn5MiRpKam4ufnZ6s1m82MGDGCzp07A9C9e3e6d+/ucMwdO3bw8ccfM3r0aAA8PDwAuHz5skPtjRs3uHjxInV1dXbjhmHw0EMP4ePjA4DJZMJkMjnsf+jQIY4ePUr//v3x9va+o746io4VpUVERKRNlZaWAnDkyBGmT59ORkYGP/nJT9izZw/PPfcclZWVANTX17N//37b/ZbNKSsrY9WqVbi6uhIfHw+Al5cX/fr149ChQ1RVVdnV79y5k/r6eqxWq9242Wz+wrmqq6tJT08HICEh4Y776igULkVERKTVjB07lhkzZvDmm28yceJEwsLCSElJYcWKFVy4cIENGzYAUFxczOXLl1sMfCdPniQ5OZmLFy8yb948HnnkEdu2hIQErFYrc+bMYc+ePVRWVvK3v/2N//iP/8Db2xs3t39evD179ixnzpxpca7KykqSkpKoqqoiLi6O0NDQL9VXR6DL4iIiItJqxo8f3+T4mDFj8PHxYe/evcDNlcQ+ffrQq1evJusNw+DFF1/kypUrzJs3j5iYGIfjLVmyhMzMTObMmQNAly5dmDNnDu+99x5lZWW2WrPZjJeXl8NrkG45duwY8+bN45NPPmHKlCmkpKQ0e35f1FdHoHApIiLSjgT2cG/rFtpM165dbZfNDcOwPbn9r3Jzc1m9ejUuLi4sW7aMcePGNVk3YcIExo4dS0lJCS4uLjz00EN07tyZN954A39/f1ud2WwmKCjIbjXzll27drFkyRKsVispKSnExcU12//t9nW3U7gUERFpR5zxRHZ7ZbFYSE5Oxt/fn4yMDLtt9fX1VFRU4O/vz7lz5ygvLyctLc3hGJs3b2bt2rV4e3uTkZHh8K7KWwzD4LPPPuOpp56y+zWdDz/8kHPnzvGDH/wAuPkC9AMHDjQ5V35+PosXL8bV1ZWVK1cSHh7e7Lndbl8dge65FBERkVZhMpm4ceMGu3fv5vjx43bbNm3axKVLl4iMjMQwDDw9PRk6dKhdzZ49e8jMzKRLly5kZWW1GOD+53/+h5dffpl//OMftrHr16+zfv167rnnHtv7Kw8ePIjVarW9guiWkpISli5dipubG+vWrWsxWN5JXx2BVi5FRESk1SxYsIA5c+Ywa9Ys23skCwsLyc/PZ/jw4cTGxrJw4UICAwMdLlO/+uqrNDY2EhISwqlTp2zvzPy8W7/688wzz/B///d/zJ49mx//+Mfce++9bN++naNHj7J48WLbq4MMw2DAgAEOrxJav349VquV4OBgqqur2b59u8NcYWFheHh43FFfHUEni8XS2NZNiIiIdBQ1NTX06NGjrdtoUydOnCA7O5vi4mKuXr2Kr68v48ePJy4uDhcXFyIiIkhNTWXixIm2fc6dO+fwCzhNufXLOnDzQZysrCyOHTtGQ0MDAwYMYNq0aTz++OO2mujoaCIiIkhKSrKN1dfXExoayvXrLb9zNC8vDxcXlzvuyxna8/dI4VJERKQVtedQIN8c7fl7pHsuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRp3Nq6AREREelYVqxYwdatW5vclp6eTmRkpO3voqIiEhMT2bJlC35+fly+fJlNmzaRn59PdXU1Pj4+REZGEhcXh5ubfaypq6vjP//zP9mxYwc1NTX4+PgwceJEYmNjcXV1dZj7/PnzTJgwgddff53AwEDq6urYuHEj77//PlVVVXh4eDBkyBDi4+MZPHiw3b4Wi4U33niDDz74gJqaGry8vBg+fDiJiYk8+OCDX/1D+wZRuBQREZFWVVpaSq9evZg5c6bDtiFDhtj9bTab6d27N35+ftTX15OamsqRI0eIiori4Ycf5vDhw/zqV7/i0KFDrF271rZfQ0MDP//5z9mzZw8TJkzg0UcfpaCggPXr1/OPf/yDf//3f3eY2zAM7rvvPoYOHUpjYyNpaWkUFBQQHh5ObGwsFy5cIDc3l4SEBDIzMwkKCgLAarWSlJREeXk5kZGRDBo0iMrKSnJzc9m7dy/Z2dn069fPyZ9i+6VwKSIiIq2moaGBsrIyQkJCeOqpp76w3jAMRo0aBcD27dspLi7mhRde4NlnnwXgRz/6EV5eXvzpT39i3759tsD3v//7v5jNZmbNmsXUqVMBmDRpEv/xH//Bli1biIqKclh9NJvNBAYG4u7uzo4dOygoKGDatGkkJyfbaqKiooiNjWXNmjXk5OQAsHnzZsrKyli0aBGTJk2y1UZERDB9+nRee+01u+B7t9M9lyIiItJqKioqsFqtt7WSV1NTQ2lpKcHBwQBcunSJhx56iB/+8Id2dY8//jgAJ06csI399a9/xd3dnaefftqu9lYo3bZtm9349evXKSwstM21b98+AKKjo+3qfHx8CAgIoLy8HIvFAkBBQQHu7u5ERUXZ1Q4cOJC+ffty8ODBLzzXu4lWLkVERNoRj2XJX1zURq6m/+orH+PUqVMA9O3bF7h5X6S7u3uT90AahoGHhwfDhg0DIDY2ltjYWIe6kydPAtCrVy/b2NGjR+nXrx8eHh52tX5+ftx///38/e9/txsvKiriypUrjBw5EoDZs2cTExNDz549Hearra0FwMXl5hrd8uXLqa2tdTiHxsZGLly4YKvrKBQuRURE2hHXsmNt3cLXqqSkBIC9e/eSmZlJVVUV7u7ujBw5ktTUVPz8/Gy1ZrOZESNG0LlzZ4fjWK1Wqqqq2LlzJ2+++SaPPvooYWFhwM3A+tlnn9lC6b/q2bMnlZWVdmOGYfDQQw/h4+MDgMlkwmQyOex76NAhjh49Sv/+/fH29gage/fudO/e3aF2x44dfPzxx4wePfqLP5i7iMKliIiItJrS0lIAjhw5wvTp0zGZTBw+fJicnByOHDnCxo0b8fX1pb6+nv379/PCCy80eZy8vDzWrFkDwP3338/ChQtxd3cHbl4+B7jvvvua3Pfee+/l6tWrdmNms5nQ0NAWe6+uriY9PR2AhISEFmvLyspYtWoVrq6uxMfHt1h7t+lY67QiIiLSpsaOHcuMGTN48803mThxImFhYaSkpLBixQouXLjAhg0bACguLuby5cu2h3n+1eDBg1m1ahXz58+nc+fOxMfHs3v3buDm5ejP//+/amxstLuEffbsWc6cOdPsXACVlZUkJSVRVVVFXFxci0H05MmTJCcnc/HiRebNm8cjjzzS8odyl9HKpYiIiLSa8ePHNzk+ZswYfHx82Lt3L3BzJbFPnz5291F+3qOPPmr7d2hoKJMnT2b16tWEhITYVizr6uqa3Leurg5PT0/b32azGS8vL4fXIN1y7Ngx5s2bxyeffMKUKVNISUlp9vwMw+DFF1/kypUrzJs3j5iYmGZr71YKlyIiIu3IjX6D2rqFNtO1a1fbZXPDMGxPbn+RW09w7969G4vFYrtfsrq6usn66upqu9BqNpsJCgpyeAk7wK5du1iyZAlWq5WUlBTi4uKa7SM3N5fVq1fj4uLCsmXLGDdu3G31f7dRuBQREWlHnPFEdntlsVhITk7G39+fjIwMu2319fVUVFTg7+/PuXPnKC8vJy0tza4mNTWVDz/8kNzcXIcgeOXKFVxcXGwP/zz66KMUFhZSV1fHvffea6s7e/YsFovFFvysVisHDhxwmAsgPz+fxYsX4+rqysqVKwkPD2/23DZv3szatWvx9vYmIyODgICAO/tw7iK651JERERahclk4saNG+zevZvjx4/bbdu0aROXLl0iMjISwzDw9PRk6NChdjW9evWiqqqKv/zlL3bjRUVFFBUVERgYaLskPn78eKxWq+1F57e89dZbALafmDx48CBWq9X2CqJbSkpKWLp0KW5ubqxbt67FYLlnzx4yMzPp0qULWVlZHTpYglYuRUREpBUtWLCAOXPmMGvWLNt7JAsLC8nPz2f48OHExsaycOFCAgMDHVYnZ8yYgdlsZtWqVZw8eZKHH36YDz/8kC1btmAymViwYIGtduzYsbzzzjv86le/orKykkGDBrF3717+93//lx//+Mc8/PDDwM3L7wMGDHB4ldD69euxWq0EBwdTXV3N9u3bHc4lLCwMDw8PXn31VRobGwkJCeHUqVO2d3l+3u38GtHdopPFYmn6USoRERFxupqaGnr06NHWbbSpEydOkJ2dTXFxMVevXsXX15fx48cTFxeHi4sLERERpKamMnHiRId9L1y4QFZWFrt376a2tpZu3boRHBzMjBkzHD7Xq1ev8sYbb/Dee+9hsVjw9fVl0qRJ/OQnP7G92Dw6OpqIiAiSkpJs+9XX1xMaGsr169dbPI+8vDxcXFwcfpmnKbd+8cdZ2vP3SOFSRESkFbXnUCDfHO35e6R7LkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRUREpFWtWLGCoKCgJv+3bds2u9qioiKCgoI4e/YsAJcvX+b1118nOjqakJAQYmJi2LRpE/X19S3OWVlZSWhoqMPxP+/8+fMEBQWxf/9+AOrq6tiwYQPR0dGMGjWK8PBwUlNTOXr0qMO+FouFVatW8cMf/pBRo0YxduxYFi1axOnTp+/w0/nmc2vrBkRERKRjKS0tpVevXsycOdNh25AhQ+z+NpvN9O7dGz8/P+rr60lNTeXIkSNERUXx8MMPc/jwYX71q19x6NAh1q5d2+R8tbW1pKamcvXq1Rb7MgyD++67j6FDh9LY2EhaWhoFBQWEh4cTGxvLhQsXyM3NJSEhgczMTIKCggCwWq0kJSVRXl5OZGQkgwYNorKyktzcXPbu3Ut2djb9+vX7kp/WN4/CpYiIiLSahoYGysrKCAkJ4amnnvrCesMwGDVqFADbt2+nuLiYF154gWeffRaAH/3oR3h5efGnP/2Jffv22QLfLUVFRaSnp3P+/PkvnMtsNhMYGIi7uzs7duygoKCAadOmkZycbKuJiooiNjaWNWvWkJOTA8DmzZspKytj0aJFTJo0yVYbERHB9OnTee2115oNvncjXRYXERGRVlNRUYHVar2tlbyamhpKS0sJDg4G4NKlSzz00EP88Ic/tKt7/PHHAThx4oTdeEZGBomJiTQ2NtqFvqZcv36dwsJC21z79u0DIDo62q7Ox8eHgIAAysvLsVgsABQUFODu7k5UVJRd7cCBA+nbty8HDx78wnO9m2jlUkREpB25Wji3rVtolseIzK98jFOnTgHQt29f4OZ9je7u7ri6ujrUGoaBh4cHw4YNAyA2NpbY2FiHupMnTwLQq1cvu/GSkhLi4uJ47rnn2LlzJ1u2bGm2r6KiIq5cucLIkSMBmD17NjExMfTs2dOhtra2FgAXl5trdMuXL6e2ttbhHBobG7lw4YKtrqNQuBQREWlHGj478cVF32AlJSUA7N27l8zMTKqqqnB3d2fkyJGkpqbi5+dnqzWbzYwYMYLOnTs7HMdqtVJVVcXOnTt58803efTRRwkLC7Oref3115vctymGYfDQQw/h4+MDgMlkwmQyOdQdOnSIo0eP0r9/f7y9vQHo3r073bt3d6jdsWMHH3/8MaNHj76tHu4WCpciIiLSakpLSwE4cuQI06dPx2QycfjwYXJycjhy5AgbN27E19eX+vp69u/fzwsvvNDkcfLy8lizZg0A999/PwsXLsTd3d2u5naDJdwMsqGhoS3WVFdXk56eDkBCQkKLtWVlZaxatQpXV1fi4+Nvu4+7QcdapxUREZE2NXbsWGbMmMGbb77JxIkTCQsLIyUlhRUrVnDhwgU2bNgAQHFxMZcvX7Y9zPOvBg8ezKpVq5g/fz6dO3cmPj6e3bt3f6mezp49y5kzZ5qdC26+yigpKYmqqiri4uJaDKInT54kOTmZixcvMm/ePB555JEv1dc3lVYuRUREpNWMHz++yfExY8bg4+PD3r17gZsriX369HG4j/KWRx991Pbv0NBQJk+ezOrVqwkJCbnjnsxmM15eXg6vQbrl2LFjzJs3j08++YQpU6aQkpLS7LEMw+DFF1/kypUrzJs3j5iYmDvu55tO4VJERKQdcfEe2NYttJmuXbvaLpsbhmF7cvuL3HqCe/fu3VgslibvlWyJ2WwmKCgINzfHWLRr1y6WLFmC1WolJSWFuLi4Zo+Tm5vL6tWrcXFxYdmyZYwbN+6O+rhbKFyKiIi0I854Iru9slgsJCcn4+/vT0ZGht22+vp6Kioq8Pf359y5c5SXl5OWlmZXk5qayocffkhubq5DELxy5QouLi53dJ8l3Hww6MCBAw5zAeTn57N48WJcXV1ZuXIl4eHhzR5n8+bNrF27Fm9vbzIyMggICLijPu4muudSREREWoXJZOLGjRvs3r2b48eP223btGkTly5dIjIyEsMw8PT0ZOjQoXY1vXr1oqqqir/85S9240VFRRQVFREYGMh99913Rz0dPHgQq9VqewXRLSUlJSxduhQ3NzfWrVvXYrDcs2cPmZmZdOnShaysrA4dLEErlyIiItKKFixYwJw5c5g1a5btPZKFhYXk5+czfPhwYmNjWbhwIYGBgQ6rkzNmzMBsNrNq1SpOnjzJww8/zIcffsiWLVswmUwsWLDgjvsxDIMBAwY4vEpo/fr1WK1WgoODqa6uZvv27Q77hoWF4eHhwauvvkpjYyMhISGcOnXK9i7Pz7udXyO6WyhcioiISKsZPnw42dnZZGdn8/bbb3P16lV8fX1JTEwkLi6OxsZGCgsLSU1Nddi3a9eubNy4kaysLHbv3s0777xDt27d+MEPfsCMGTPo0aPHHfezZ88eIiIi7Mbq6+ttv6pjGAaGYTS5b15eHp9++ilnzpwBYNu2bWzbtq3J2o4ULjtZLJbGtm5CRESko6ipqflSIUjk89rz90j3XIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiISKtqaGjgT3/6Ez/96U8JCQkhMjKSl19+merqaofaoqIigoKCOHv2rMO2ixcvEhkZyW9+85tm57p27RqjR49m69atANTX1/OHP/yB2NhYnnjiCcLCwpg5cyZ79uxx2Leuro4NGzYQHR3NqFGjCA8PJzU1laNHj36Fs7/7KVyKiIhIq3r55ZdZvXo1vr6+pKamEh4eznvvvUdiYiIXL160qzWbzfTu3Rs/Pz+78bq6OubPn99kIP28AwcOUFdXx8iRIwF45ZVXWLduHd27dyclJYXp06dTXV3N3Llz2bZtm22/xsZG0tLS2LhxIwMGDOBnP/sZkydP5vjx4yQkJLBv3z4nfRp3H7e2bkBEREQ6jp07d7J9+3ZiYmJYsGCBbbx///4sW7aMt99+m6lTp9rGDcNg1KhRdscoKyvjxRdfpKys7AvnM5vNDBgwgB49enD48GG2bt3K2LFjWbFiha0mOjqaKVOmkJmZybhx43B3d+e9996joKCAadOmkZycbKuNiooiNjaWNWvWkJOT81U+iruWwqWIiEg78pu/LmvrFpqV8IP0r3yM3NxcPD09mTVrlt342LFjOXPmDL1797aN1dTUUFpaypw5c2xjmzZtIisrC09PT37605/yX//1Xy3OZzabCQ8PB7CtNkZHR9vVeHl5ERoayh//+EdKSkoYNGhQs7U+Pj4EBATw//7f/8NisWAyme7sA+gAFC5FRETakYqaL16N+6a6ceMGxcXFBAYG4unpCdy8vO3q6krnzp0dAqdhGHh4eDBs2DDb2MmTJ4mMjCQxMZEzZ860GC4/+ugjKioqbCufkydPZvTo0TzwwAMOtbW1tQC4uroCMHv2bGJiYujZs2eztS4uuruwKQqXIiIi0ioqKyuxWq34+vqSn59PdnY2paWluLq6MmLECObPn28X/MxmMyNGjKBz5862sZdfftn295kzZ1qczzAMvL29eeyxx4CbK5QDBgxwqDt79iw7d+6kS5cu9OvXDwCTydTkquShQ4c4evQo/fv3x9vb+44/g45AkVtERERaxa2Hdfbt20d6ejpPPPEEGRkZPPfccxQXFxMfH297Kry+vp79+/c73G/5+aD5RQzD4PHHH7etRjbl0qVLLFq0iGvXrjFjxgzc3Jpfd6uuriY9/eatAQkJCbfdR0ejcCkiIiKt4tq1awCcPn2a5cuXk5ycTFhYGM8//zwrV67ks88+IysrC4Di4mIuX77sEC5vV11dHUVFRS3u/+mnn5KSksKJEyeIiIjg6aefbra2srKSpKQkqqqqiIuLIzQ09Ev11RHosriIiEg78p0e/dq6ha+Nh4cHAD179mTMmDF220JCQvDx8bE9SGM2m+nTpw+9evX6UnMVFhZy7do12yuI/lVFRQWpqan84x//4Mknn+Tll1+mU6dOTdYeO3aMefPm8cknnzBlyhRSUlK+VE8dhcKliIhIO+KMJ7LbKx8fHwC6du3a5PZu3bpRWloK3LykHRwc/KXnMpvNDBw4sMm5Dh8+zPz587FYLEyePJm5c+c2+3DOrl27WLJkCVarlZSUFOLi4r50Tx2FLouLiIhIqzCZTPj7+1NRUYHVarXb1tDQQGVlJb6+vpw7d47y8vIvfUkcbobLpsLpoUOHmD17Np999hk/+9nP+NnPftZssMzPz+fnP/85DQ0NrFy5UsHyNilcioiISKuZMGECly9f5ve//73deF5eHhaLhSeffBLDMPD09GTo0KFfao7Tp09TWVnpcEm8pqaGtLQ06urqeOmll5g8eXKzxygpKWHp0qW4ubmxbt0627sy5YvpsriIiIi0milTpmAYBllZWZw+fZqAgABOnjxJXl4e/fr145lnnmHx4sUEBga2+OR2SwzDwGQy8eijj9qNZ2dnY7FYGDx4MI2NjWzfvt1h36CgILp168b69euxWq0EBwdTXV3dZG1YWJjtPlL5J4VLERERaTWdO3fmtdde46233uLdd98lPz+f+++/nx//+MckJibi6upKYWEhqampX3qOPXv28L3vfc/hcndBQQEAR48e5ejRo03uu2HDBrp06cLBgweBm0HVMIwma/Py8hQum9DJYrE0tnUTIiIiHUVNTQ09evRo6zbkG649f490z6WIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNW1s3ICIiIh1LQ0MDf/7zn8nLy6OiooIuXboQGBhIUlISPXv2tKstKioiMTGRLVu24Ofnh8Vi4Y033uCDDz6gpqYGLy8vhg8fTmJiIg8++KDDXNeuXSMiIoL58+cTFRVFfX09OTk5bNu2jYqKCtzc3Bg4cCBTp05l5MiRdvvW1dWxceNG3n//faqqqvDw8GDIkCHEx8czePDgr/Mj+kbTyqWIiIi0qpdffpnVq1fj6+tLamoq4eHhvPfeeyQmJnLx4kW7WrPZTO/evfHz88NqtZKUlERubi6BgYG2wLh3716mT59OWVmZw1wHDhygrq7OFhxfeeUV1q1bR/fu3UlJSWH69OlUV1czd+5ctm3bZtuvsbGRtLQ0Nm7cyIABA/jZz37G5MmTOX78OAkJCezbt+/r/ZC+wbRyKSIiIq1m586dbN++nZiYGBYsWGAb79+/P8uWLePtt99m6tSptnHDMBg1ahQAmzdvpqysjEWLFjFp0iRbTUREBNOnT+e1115j7dq1dvOZzWYGDBhAjx49OHz4MFu3bmXs2LGsWLHCVhMdHc2UKVPIzMxk3LhxuLu7895771FQUMC0adNITk621UZFRREbG8uaNWvIyclx+udzN9DKpYiIiLSa3NxcPD09mTVrlt342LFjmTp1Kr1797aN1dTUUFpaSnBwMAAFBQW4u7sTFRVlt+/AgQPp27cvBw8edJjPbDbbwumt1cbo6Gi7Gi8vL0JDQ/nss88oKSlpsdbHx4eAgADKy8uxWCx3evodglYuRURE2pF33nmnrVto1g9/+MOvtP+NGzcoLi4mMDAQT09P4OZ9ja6urnTu3NkhcBqGgYeHB8OGDQNg+fLl1NbW4urqalfX2NjIhQsXcHGxXzP76KOPqKiosIXLyZMnM3r0aB544AGH3mprawFsx549ezYxMTEO94B+vvZf55ObFC5FRETakerq6rZu4WtTWVmJ1WrF19eX/Px8srOzKS0txdXVlREjRjB//ny74Gc2mxkxYgSdO3cGoHv37nTv3t3huDt27ODjjz9m9OjRduOGYeDt7c1jjz0G3FyhHDBggMP+Z8+eZefOnXTp0oV+/foBYDKZMJlMDrWHDh3i6NGj9O/fH29v7y/9WdzNFLlFRESkVdx6WGffvn2kp6fzxBNPkJGRwXPPPUdxcTHx8fGcPXsWgPr6evbv329bdWxOWVkZq1atwtXVlfj4eLtthmHw+OOPO6x0ft6lS5dYtGgR165dY8aMGbi5Nb/uVl1dTXp6OgAJCQm3dc4dkcKliIiItIpr164BcPr0aZYvX05ycjJhYWE8//zzrFy5ks8++4ysrCwAiouLuXz5covh8uTJkyQnJ3Px4kXmzZvHI488YttWV1dHUVFRi/t/+umnpKSkcOLECSIiInj66aebra2srCQpKYmqqiri4uIIDQ2909PvMBQuRUREpFV4eHgA0LNnT8aMGWO3LSQkBB8fH9uDNGazmT59+tCrV68mj2UYBjNnzsRisTBv3jxiYmLsthcWFnLt2jWHd1feUlFRQXx8PEePHuXJJ59k2bJldOrUqcnaY8eOER8fT0VFBVOmTCElJeWOzruj0T2XIiIi7UhTD5DcLXx8fADo2rVrk9u7detGaWkpcDM83npK/F/l5uayevVqXFxcWLZsGePGjXOoMZvNDBw4sMm5Dh8+zPz587FYLEyePJm5c+c2+3DOrl27WLJkCVarlZSUFOLi4m7rXDsyhUsREZF25Ks+kd2emUwm/P39qaiowGq1cs8999i2NTQ0UFlZia+vL+fOnaO8vJy0tDSHY2zevJm1a9fi7e1NRkYGAQEBTc5lNpv5/ve/7zB+6NAhUlJSsFqtthejNyc/P5/Fixfj6urKypUrCQ8P/xJn3fHosriIiIi0mgkTJnD58mV+//vf243n5eVhsVh48sknMQwDT09Phg4dalezZ88eMjMz6dKlC1lZWc0Gy9OnT1NZWelwSbympoa0tDTq6up46aWXWgyWJSUlLF26FDc3N9atW6dgeQe0cikiIiKtZsqUKRiGQVZWFqdPnyYgIICTJ0+Sl5dHv379eOaZZ1i8eDGBgYEOT26/+uqrNDY2EhISwqlTpzh16pTD8Z966ikMw8BkMvHoo4/abcvOzsZisTB48GAaGxvZvn27w/5BQUF069aN9evXY7VaCQ4Oprq6usnasLAw232k8k+dLBZLY1s3ISIi0lHU1NTQo0ePtm6jTdXV1fHWW2/x7rvvcv78ee6//37GjBlDYmIi99xzDxEREaSmpjJx4kTbPufOnXP4ZZ6m7Nu3jxdeeIGuXbuybNkyu20TJ06ksrKyxf03bNjAd7/7XUJDQ7l+/XqLtXl5efj6+n5hT1+H9vw9UrgUERFpRe05FMg3R3v+HumeSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGre2bkBEREQ6loaGBv785z+Tl5dHRUUFXbp0ITAwkKSkJHr27GlXW1RURGJiIlu2bMHPz4/Lly+zadMm8vPzqa6uxsfHh8jISOLi4nBzc4w1165dIyIigvnz5xMVFUV9fT05OTls27aNiooK3NzcGDhwIFOnTmXkyJF2+9bV1bFx40bef/99qqqq8PDwYMiQIcTHxzN48OCv9TP6JtPKpYiIiLSql19+mdWrV+Pr60tqairh4eG89957JCYmcvHiRbtas9lM79698fPzo76+ntTUVH7/+98zYsQIUlNTGTx4ML/61a9IS0trcq4DBw5QV1dnC46vvPIK69ato3v37qSkpDB9+nSqq6uZO3cu27Zts+3X2NhIWloaGzduZMCAAfzsZz9j8uTJHD9+nISEBPbt2/f1fUDfcFq5FBERkVazc+dOtm/fTkxMDAsWLLCN9+/fn2XLlvH2228zdepU27hhGIwaNQqA7du3U1xczAsvvMCzzz4LwI9+9CO8vLz405/+xL59+wgKCrKbz2w2M2DAAHr06MHhw4fZunUrY8eOZcWKFbaa6OhopkyZQmZmJuPGjcPd3Z333nuPgoICpk2bRnJysq02KiqK2NhY1qxZQ05OztfyGX3TaeVSREREWk1ubi6enp7MmjXLbnzs2LFMnTqV3r1728ZqamooLS0lODgYgEuXLvHQQw/xwx/+0G7fxx9/HIATJ044zGc2m23h9NZqY3R0tF2Nl5cXoaGhfPbZZ5SUlLRY6+PjQ0BAAOXl5Vgsljs6945CK5ciIiLtSM7EP7R1C836Sd6Ur7T/jRs3KC4uJjAwEE9PT+DmfY2urq507tzZIXAahoGHhwfDhg0DIDY2ltjYWIfjnjx5EoBevXrZjX/00UdUVFTYwuXkyZMZPXo0DzzwgMMxamtrAXB1dQVg9uzZxMTEONwD+vlaFxet0TVF4VJERKQdOVdU1dYtfG0qKyuxWq34+vqSn59PdnY2paWluLq6MmLECObPn28X/MxmMyNGjKBz584Ox7JarVRVVbFz507efPNNHn30UcLCwuxqDMPA29ubxx57DLi5QjlgwACHY509e5adO3fSpUsX+vXrB4DJZMJkMjnUHjp0iKNHj9K/f3+8vb2/wqdx91LkFhERkVZx62Gdffv2kZ6ezhNPPEFGRgbPPfccxcXFxMfHc/bsWQDq6+vZv3+/bdXxX+Xl5fH000/zq1/9im9961ssXLgQd3d3uxrDMHj88cdtq5FNuXTpEosWLeLatWvMmDGjySfOb6muriY9PR2AhISEOzr3jkThUkRERFrFtWvXADh9+jTLly8nOTmZsLAwnn/+eVauXMlnn31GVlYWAMXFxVy+fLnZcDl48GBWrVrF/Pnz6dy5M/Hx8ezevdu2va6ujqKiomb3B/j0009JSUnhxIkTRERE8PTTTzdbW1lZSVJSElVVVcTFxREaGvplPoIOQZfFRUREpFV4eHgA0LNnT8aMGWO3LSQkBB8fH9uDNGazmT59+jjcR3nLo48+avt3aGgokydPZvXq1YSEhABQWFjItWvXHN5deUtFRQWpqan84x//4Mknn+Tll1+mU6dOTdYeO3aMefPm8cknnzBlyhRSUlLu7MQ7GIVLERGRduTbw5oOU3cDHx8fALp27drk9m7dulFaWgrcvKR96ynx2zluQEAAu3fvxmKxYDKZMJvNDBw4sMm5Dh8+zPz587FYLEyePJm5c+c2+3DOrl27WLJkCVarlZSUFOLi4m6rp45M4VJERKQd+apPZLdnJpMJf39/KioqsFqt3HPPPbZtDQ0NVFZW4uvry7lz5ygvL3d4MXpqaioffvghubm5DvdGXrlyBRcXF9vDP2azme9///sOPRw6dIiUlBSsVqvtxejNyc/PZ/Hixbi6urJy5UrCw8O/yul3GLrnUkRERFrNhAkTuHz5Mr///e/txvPy8rBYLDz55JMYhoGnpydDhw61q+nVqxdVVVX85S9/sRsvKiqiqKiIwMBA7rvvPk6fPk1lZaXDJfGamhrS0tKoq6vjpZdeajFYlpSUsHTpUtzc3Fi3bp2C5R3QyqWIiIi0milTpmAYBllZWZw+fZqAgABOnjxJXl4e/fr145lnnmHx4sUEBgY6rE7OmDEDs9nMqlWrOHnyJA8//DAffvghW7ZswWQy2X7xxzAMTCaT3X2ZANnZ2VgsFgYPHkxjYyPbt2936C8oKIhu3bqxfv16rFYrwcHBVFdXN1kbFhZmu49U/qmTxWJpbOsmREREOoqamhp69OjR1m20qbq6Ot566y3effddzp8/z/3338+YMWNITEzknnvuISIigtTUVCZOnOiw74ULF8jKymL37t3U1tbSrVs3goODmTFjhu1zfeGFF+jatSvLli2z23fixIlUVla22NuGDRv47ne/S2hoKNevX2+xNi8vD19f3zs7eSdpz98jhUsREZFW1J5DgXxztOfvke65FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUERGRVtXQ0MCf/vQnfvrTnxISEkJkZCQvv/wy1dXVDrVFRUUEBQVx9uzZJo/1+uuvExQUxIEDB5rcfu3aNUaPHs3WrVsBqK+v5w9/+AOxsbE88cQThIWFMXPmTPbs2eOwb11dHRs2bCA6OppRo0YRHh5OamoqR48e/Qpnf/dTuBQREZFW9fLLL7N69Wp8fX1JTU0lPDyc9957j8TERC5evGhXazab6d27N35+fg7HOXjwIL/73e9anOvAgQPU1dUxcuRIAF555RXWrVtH9+7dSUlJYfr06VRXVzN37ly2bdtm26+xsZG0tDQ2btzIgAED+NnPfsbkyZM5fvw4CQkJ7Nu3zwmfxN3Jra0bEBERkY5j586dbN++nZiYGBYsWGAb79+/P8uWLePtt99m6tSptnHDMBg1apTDcS5evMhLL72Em5sb165da3Y+s9nMgAED6NGjB4cPH2br1q2MHTuWFStW2Gqio6OZMmUKmZmZjBs3Dnd3d9577z0KCgqYNm0aycnJttqoqChiY2NZs2YNOTk5X/XjuCtp5VJERERaTW5uLp6ensyaNctufOzYsUydOpXevXvbxmpqaigtLSU4ONjhOL/4xS9oaGjgRz/6UYvzmc1mWzi9tdoYHR1tV+Pl5UVoaCifffYZJSUlLdb6+PgQEBBAeXk5FovlNs6449HKpYiISDvy5DbH+w7bi/+J7PmV9r9x4wbFxcUEBgbi6ekJ3Lyv0dXVlc6dOzsETsMw8PDwYNiwYXbjf/vb3/if//kffvnLX1JcXNzsfB999BEVFRW2cDl58mRGjx7NAw884FBbW1sLgKurKwCzZ88mJiaGnj0dz/lWrYuL1uiaonApIiLSjuyvud7WLXxtKisrsVqt+Pr6kp+fT3Z2NqWlpbi6ujJixAjmz59vF/zMZjMjRoygc+fOtrGzZ8+yatUqJk+eTFBQUIvh0jAMvL29eeyxx4CbK5QDBgxwqDt79iw7d+6kS5cu9OvXDwCTyYTJZHKoPXToEEePHqV///54e3t/yU/i7qbILSIiIq3i1sM6+/btIz09nSeeeIKMjAyee+45iouLiY+Ptz0VXl9fz/79++3ut7xx4wYvvfQSPj4+dvdBNscwDB5//HHbamRTLl26xKJFi7h27RozZszAza35dbfq6mrS09MBSEhIuK1z7ogULkVERKRV3Hrw5vTp0yxfvpzk5GTCwsJ4/vnnWblyJZ999hlZWVkAFBcXc/nyZbtwuXHjRo4dO8ayZcu45557Wpyrrq6OoqKiJh8GuuXTTz8lJSWFEydOEBERwdNPP91sbWVlJUlJSVRVVREXF0doaOidnHqHonApIiIircLDwwOAnj17MmbMGLttISEh+Pj42B6kMZvN9OnTh169egFw9OhRfvvb3xIbG0vPnj2xWCxYLBbq6uqAmyuQFouFhoYGAAoLC7l27ZrtFUT/qqKigvj4eI4ePcqTTz7JsmXL6NSpU5O1x44dIz4+noqKCqZMmUJKSspX/zDuYrrnUkREpB0J7OHe1i18bXx8fADo2rVrk9u7detGaWkpcPOS9uefEjebzdy4cYO33nqLt956y2HftLQ0APLy8vD19cVsNjNw4MAm5zp8+DDz58/HYrEwefJk5s6d2+zDObt27WLJkiVYrVZSUlKIi4u7s5PugBQuRURE2pGv+kR2e2YymfD396eiogKr1Wp3abuhoYHKykp8fX05d+4c5eXltsAI8IMf/IChQ4c6HPOvf/0r27dvZ86cOfTv359u3boBN8Po97//fYf6Q4cOkZKSgtVqtb0YvTn5+fksXrwYV1dXVq5cSXh4+Fc4+45D4VJERERazYQJE9iwYQO///3viY+Pt43n5eVhsVj48Y9/jGEYeHp62oVJPz+/Jn+l59bT4gMHDmT48OHAzXs6KysrHS6J19TUkJaWRl1dHS+//DLjx49vts+SkhKWLl2Km5sbmZmZtmPLF1O4FBERkVYzZcoUDMMgKyuL06dPExAQwMmTJ8nLy6Nfv34888wzLF68mMDAwBaf3G6JYRiYTCYeffRRu/Hs7GwsFguDBw+msbGR7du3O+wbFBREt27dWL9+PVarleDgYKqrq5usDQsLs91HKv+kcCkiIiKtpnPnzrz22mu89dZbvPvuu+Tn53P//ffz4x//mMTERFxdXSksLCQ1NfVLz7Fnzx6+973vOdxHWVBQANx8OOjo0aNN7rthwwa6dOnCwYMHgZtB1TCMJmvz8vIULpvQyWKxNLZ1EyIiIh1FTU0NPXr0aOs25BuuPX+P9CoiEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGre2bkBEREQ6loaGBv785z+Tl5dHRUUFXbp0ITAwkKSkJHr27GlXW1RURGJiIlu2bMHPz4/t27ezdOnSJo/7gx/8wGHbtWvXiIiIYP78+URFRVFfX09OTg7btm2joqICNzc3Bg4cyNSpUxk5cqTdvnV1dWzcuJH333+fqqoqPDw8GDJkCPHx8QwePNi5H8pdROFSREREWtXLL7/M9u3bGT16NDExMZw5c4Y///nPFBcX89Zbb/Gtb33LVms2m+nduzd+fn4AlJSUAPDv//7v3HPPPXbHvVXzeQcOHKCurs4WHF955RW2bt3K448/zqRJk7h69SrvvPMOc+fOZcmSJURGRgLQ2NhIWloaBQUFhIeHExsby4ULF8jNzSUhIYHMzEyCgoK+ls/nm07hUkRERFrNzp072b59OzExMSxYsMA23r9/f5YtW8bbb7/N1KlTbeOGYTBq1Cjb3yUlJXTt2pWJEyfe1nxms5kBAwbQo0cPDh8+zNatWxk7diwrVqyw1URHRzNlyhQyMzMZN24c7u7uvPfeexQUFDBt2jSSk5NttVFRUcTGxrJmzRpycnK+widx99I9lyIiItJqcnNz8fT0ZNasWXbjY8eOZerUqfTu3ds2VlNTQ2lpKcHBwbax0tJS+vbte9vzmc1mWzjdt28fcDNMfp6XlxehoaF89tlntpXR5mp9fHwICAigvLwci8Vy2310JFq5FBERaUc8liV/cVEbuZr+q6+0/40bNyguLiYwMBBPT0/g5n2Nrq6udO7c2SFwGoaBh4cHw4YNA6C2tpZPPvmEiIgIAK5fv05jYyOdO3ducr6PPvqIiooKW7icPHkyo0eP5oEHHnCora2tBcDV1RWA2bNnExMT43AP6OdrXVy0RtcUhUsREZF2xLXsWFu38LWprKzEarXi6+tLfn4+2dnZlJaW4urqyogRI5g/f75d8DObzYwYMcIWHm+tKp47d45nn32WkpISGhoaeOSRR5g1axaBgYF28xmGgbe3N4899hhwc4VywIABDn2dPXuWnTt30qVLF/r16weAyWTCZDI51B46dIijR4/Sv39/vL29nfK53G0UuUVERKRVXLx4Ebh5yTk9PZ0nnniCjIwMnnvuOYqLi4mPj+fs2bMA1NfXs3//frv7LUtLS4GbAS88PJyMjAxSUlI4d+4cKSkp7N69224+wzB4/PHHbauRTbl06RKLFi3i2rVrzJgxAze35tfdqqurSU9PByAhIeHLfQgdgFYuRUREpFVcu3YNgNOnT/OLX/yCMWPGABAWFsbAgQOZN28eWVlZLFu2jOLiYi5fvmwXLgcNGsT06dOJjIzkO9/5jm383/7t34iNjeUXv/gFwcHBuLi4UFdXR1FRET//+c+b7efTTz8lNTWVEydOEBERwdNPP91sbWVlJbNnz6aqqoq4uDhCQ0O/6sdx19LKpYiIiLQKDw8PAHr27GkLlreEhITg4+Nje5DGbDbTp08fevXqZasZNmwYSUlJdsESoFevXoSGhlJdXU15eTkAhYWFXLt2zeHdlbdUVFQQHx/P0aNHefLJJ1m2bBmdOnVqsvbYsWPEx8dTUVHBlClTSElJ+XIfQAehlUsREZF25Ea/QW3dwtfGx8cHgK5duza5vVu3brZL34Zh2D0l/kW6desGwOXLl4Gb4XTgwIFNznX48GHmz5+PxWJh8uTJzJ07t9mHc3bt2sWSJUuwWq2kpKQQFxd32z11VAqXIiIi7chXfSK7PTOZTPj7+1NRUYHVarV7CXpDQwOVlZX4+vpy7tw5ysvLSUtLs9t//vz5fPjhh/zXf/0X9957r922WyuW/v7+wM1w+f3vf9+hh0OHDpGSkoLVauVnP/sZkydPbrbf/Px8Fi9ejKurKytXriQ8PPxLn3tHosviIiIi0momTJjA5cuX+f3vf283npeXh8Vi4cknn8QwDDw9PRk6dKhdTffu3fnoo4/Iy8uzGz9w4ABms5ng4GC6du3K6dOnqaysdLgkXlNTQ1paGnV1dbz00kstBsuSkhKWLl2Km5sb69atU7C8A1q5FBERkVYzZcoUDMMgKyuL06dPExAQwMmTJ8nLy6Nfv34888wzLF68mMDAQIcnt59//nnMZjPr1q2jpKSERx99lPLyct5++2169OhhW+k0DAOTycSjjz5qt392djYWi4XBgwfT2NjI9u3bHfoLCgqiW7durF+/HqvVSnBwMNXV1U3WhoWF2e4jlX/qZLFYGtu6CRERkY6ipqaGHj16tHUbbaquro633nqLd999l/Pnz3P//fczZswYEhMTueeee4iIiCA1NbXJn3j85JNP+M1vfoNhGHzyySd07dqV4OBgnn/+edvn+sILL9C1a1eWLVtmt+/EiROprKxssbcNGzbw3e9+l9DQUK5fv95ibV5eHr6+vnd28k7Snr9HCpciIiKtqD2HAvnmaM/fI91zKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJO49bWDYiIiEjH0tDQwJ///Gfy8vKoqKigS5cuBAYGkpSURM+ePe1qi4qKSExMZMuWLfj5+QGwZ88e3nrrLU6cOIGrqyuPPPIIM2fO5NFHH3WY69q1a0RERDB//nyioqKor68nJyeHbdu2UVFRgZubGwMHDmTq1KmMHDnSbt+6ujo2btzI+++/T1VVFR4eHgwZMoT4+HgGDx789X1A33BauRQREZFW9fLLL7N69Wp8fX1JTU0lPDyc9957j8TERC5evGhXazab6d27ty1YvvPOO8ydO5dPP/2UmTNnEhcXR0lJCYmJiRw7dsxhrgMHDlBXV2cLjq+88grr1q2je/fupKSkMH36dKqrq5k7dy7btm2z7dfY2EhaWhobN25kwIAB/OxnP2Py5MkcP36chIQE9u3b9zV+Qt9sWrkUERGRVrNz5062b99OTEwMCxYssI3379+fZcuW8fbbbzN16lTbuGEYjBo1CoDq6mrWrFnDwIEDycrK4t577wUgPDycn/zkJ/z6179m/fr1dvOZzWYGDBhAjx49OHz4MFu3bmXs2LGsWLHCVhMdHc2UKVPIzMxk3LhxuLu7895771FQUMC0adNITk621UZFRREbG8uaNWvIycn5Wj6jbzqtXIqIiEiryc3NxdPTk1mzZtmNjx07lqlTp9K7d2/bWE1NDaWlpQQHBwPwt7/9jbq6OubMmWMLlgDf+c53mDNnDo8//rjDfGaz2RZOb602RkdH29V4eXkRGhrKZ599RklJSYu1Pj4+BAQEUF5ejsVi+TIfwV1PK5ciIiLtyNXCuW3dQrM8RmR+pf1v3LhBcXExgYGBeHp6Ajfva3R1daVz584OgdMwDDw8PBg2bBgAhYWFeHl58d3vfheA+vp66uvruffee/nJT37iMN9HH31ERUWFLVxOnjyZ0aNH88ADDzjU1tbWAuDq6grA7NmziYmJcbgH9PO1Li5ao2uKwqWIiEg70vDZibZu4WtTWVmJ1WrF19eX/Px8srOzKS0txdXVlREjRjB//ny74Gc2mxkxYgSdO3cG4PTp03z729/mww8/ZP369RQWFnLjxg369evHCy+8YFvhvMUwDLy9vXnssceAmyuUAwYMcOjr7Nmz7Ny5ky5dutCvXz8ATCYTJpPJofbQoUMcPXqU/v374+3t7ayP5q6iyC0iIiKt4tbDOvv27SM9PZ0nnniCjIwMnnvuOYqLi4mPj+fs2bPAzVXJ/fv321YdAT777DM+++wzEhISMJlMrFixggULFnD58mXmzZvHzp077eYzDIPHH3/cthrZlEuXLrFo0SKuXbvGjBkzcHNrft2turqa9PR0ABISEr7sx3DXU7gUERGRVnHt2jXg5grk8uXLSU5OJiwsjOeff56VK1fy2WefkZWVBUBxcTGXL1+2C5fXr1+nurqaH/zgByxfvpzw8HBiYmLIzs7Gw8ODNWvW0NjYCNy83F5UVGS3/7/69NNPSUlJ4cSJE0RERPD00083W1tZWUlSUhJVVVXExcURGhrqjI/krqRwKSIiIq3Cw8MDgJ49ezJmzBi7bSEhIfj4+NgepDGbzfTp04devXrZam49xPOv91f27NmT0aNHc/78eU6fPg3cvD/z2rVrDu+uvKWiooL4+HiOHj3Kk08+ybJly+jUqVOTtceOHSM+Pp6KigqmTJlCSkrKnZ98B6J7LkVERNoRF++Bbd3C18bHxweArl27Nrm9W7dulJaWAjcvaf/rPZQ+Pj58+OGHdOvWrcl94eZlbrgZTgcOHNjkXIcPH2b+/PlYLBYmT57M3Llzm304Z9euXSxZsgSr1UpKSgpxcXG3ebYdl8KliIhIO/JVn8huz0wmE/7+/lRUVGC1Wrnnnnts2xoaGqisrMTX15dz585RXl5OWlqa3f6DBw/mww8/pLS0lCFDhtht++ijjwBsK51ms5nvf//7Dj0cOnSIlJQUrFar7cXozcnPz2fx4sW4urqycuVKwsPDv/S5dyS6LC4iIiKtZsKECVy+fJnf//73duN5eXlYLBaefPJJDMPA09OToUOHOuwL8MYbb3Djxg3beFlZGR988AHDhw+ne/funD59msrKSodL4jU1NaSlpVFXV8dLL73UYrAsKSlh6dKluLm5sW7dOgXLO6CVSxEREWk1U6ZMwTAMsrKyOH36NAEBAZw8eZK8vDz69evHM888w+LFiwkMDHR4cvu73/0uU6ZM4Q9/+AMJCQk89dRT1NbWkpOTwz333MP8+fOBm5fUTSaTw2+NZ2dnY7FYGDx4MI2NjWzfvt2hv6CgILp168b69euxWq0EBwdTXV3dZG1YWJjtPlL5p04Wi6WxrZsQERHpKGpqaujRo0dbt9Gm6urqeOutt3j33Xc5f/48999/P2PGjCExMZF77rmHiIgIUlNTmThxYpP7//Wvf+VPf/oTH374Iffeey/Dhw9n5syZPPjggwC88MILdO3alWXLltntN3HiRCorK1vsbcOGDXz3u98lNDSU69evt1ibl5eHr6/vbZ+3M7Xn75HCpYiISCtqz6FAvjna8/dI91yKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNO4tXUDIiIi0rE0NDTw5z//mby8PCoqKujSpQuBgYEkJSXRs2dPu9qioiISExPZsmULycnJVFVVtXjsvLw8fH19bX9fu3aNiIgI5s+fT1RUFPX19eTk5LBt2zYqKipwc3Nj4MCBTJ06lZEjR9odq66ujo0bN/L+++9TVVWFh4cHQ4YMIT4+nsGDBzvvA7nLKFyKiIhIq3r55ZfZvn07o0ePJiYmhjNnzvDnP/+Z4uJi3nrrLb71rW/Zas1mM71798bPz4/U1FSuXr3qcLzjx4/zxz/+kcGDBzuE0wMHDlBXV2cLjq+88gpbt27l8ccfZ9KkSVy9epV33nmHuXPnsmTJEiIjIwFobGwkLS2NgoICwsPDiY2N5cKFC+Tm5pKQkEBmZiZBQUFf46f0zaVwKSIiIq1m586dbN++nZiYGBYsWGAb79+/P8uWLePtt99m6tSptnHDMBg1ahQAYWFhDse7fPky2dnZmEwm/uM//gM3N/toYzabGTBgAD169ODw4cNs3bqVsWPHsmLFCltNdHQ0U6ZMITMzk3HjxuHu7s57771HQUEB06ZNIzk52VYbFRVFbGwsa9asIScnx1kfy11F91yKiIhIq8nNzcXT05NZs2bZjY8dO5apU6fSu3dv21hNTQ2lpaUEBwc3e7wNGzZQUVHB3Llz8fHxcdhuNptt4XTfvn3w/7P392FR3nfe///UAQxiFO+gotUoYo2xrhIgqwjiFzTrFkmM2EbB9YYEAlYSC7p1jbrg1jYYb9esJaGbxPWKNZdEsrWL5sqyulfPUZQI9mdNUFgglFHB4CjBMIrw+8PDuTIdMFEniPJ6/OPh53yf5/s9c/DH6zjvhpth8ut69erFlClTuHLlCmfPnr1tra+vL4GBgVRUVGC1Wr/lp+5adOZSRESkE3nz95n3e4R2Jf5ozT3tf+PGDUpKSggODsbLywu4eV+jyWTCw8PDKXAahoGnpycTJkxo83gVFRXk5uYyfvx4/vZv/9Zp+5///Geqq6vt4fL5558nPDycYcOGOdXW19cDYDKZAFi6dCmxsbFOl9m/Xtu9u87RtUXhUkREpBOpriu/3yN8ZywWCzabDT8/PwoKCsjJyaGsrAyTyURQUBDp6ekOwc9sNhMUFISHh0ebx3vzzTe5ceMGP/3pT9vcbhgGvXv35oc//CFw8wzlqFGjnOpqamo4dOgQffr0wd/fHwBvb2+8vb2dak+ePMmpU6cICAigd+/ed/oVdAmK3CIiItIhGhoagJuXnNesWcPkyZPJyspi8eLFlJSUkJCQQE1NDQDNzc0cP37cftbxL507d45Dhw7x5JNPMm7cuDZrDMPgqaeesp+NbMuXX37JypUruXbtGi+88ILTPZtfV1tby5o1N8/eJiYmfqvP3BUpXIqIiEiHuHbtGgCVlZWsW7eOlJQUIiIiePHFF1m/fj1XrlwhOzsbgJKSEhobG9sNl/v27ePGjRv83d/9XZvbm5qaKC4ubnd/gMuXL5Oamspnn31GVFQUP/7xj9uttVgsJCcnc+7cOeLj45kyZcq3/dhdjsKliIiIdAhPT08AfHx8mDp1qsO2sLAwfH197Q/SmM1mhg8fzqBBg9o8VkFBAf369Wv3dUBFRUVcu3bN6d2Vt1RXV5OQkMCpU6eYNm0amZmZdOvWrc3a06dPk5CQQHV1NXFxcaSmpn6rz9tV6Z5LERGRTuT7A/3v9wjfmVtPc/fr16/N7f3796esrAy4eUm7vafEKysr+fzzz/nxj3/c7iVvs9nM6NGj2+z1xz/+kfT0dKxWK88//zyvvPJKuw/nHD58mNWrV2Oz2UhNTSU+Pv4bP2dXp3ApIiLSidzrE9mdmbe3N0OGDKG6uhqbzUaPHj3s21paWrBYLPj5+XH+/HkqKipYvnx5m8cpLi4G4K//+q/b7WU2m9t8gvzkyZOkpqZis9n42c9+xvPPP9/uMQoKCli1ahUmk4n169cTGRn5bT9ql6bL4iIiItJhZs6cSWNjI7t27XJYz8vLw2q1Mm3aNAzDwMvLi/Hjx7d5jE8//RSAxx9/vM3tlZWVWCwWp0vidXV1LF++nKamJv7xH//xtsHy7NmzrF27Fjc3N7Zu3apgeQd05lJEREQ6TFxcHIZhkJ2dTWVlJYGBgZSWlpKXl4e/vz/z589n1apVBAcHt/vkdlVVFT169KB///5tbjcMA29vb5544gmH9ZycHKxWK2PHjqW1tZX8/HynfUNCQujfvz/btm3DZrMRGhpKbW1tm7URERH2+0jl/1G4FBERkQ7j4eHB9u3b2blzJwcOHKCgoIC+ffsyZ84ckpKSMJlMFBUVsWzZsnaPYbVa6dWrV7vbjxw5wl//9V873UdZWFgIwKlTpzh16lSb++7YsYM+ffpw4sQJ4GZQNQyjzdq8vDyFyzZ0s1qtrfd7CBERka6irq6OgQMH3u8x5AHXmf+OdM+liIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiM2/0eQERERLqWlpYW9u7dS15eHtXV1fTp04fg4GCSk5Px8fFxqC0uLiYpKYl9+/YxePBgGhsbyc7O5tChQ1y8eJF+/foxZcoUkpOT6dWrl1Ova9euERUVRXp6OjExMTQ3N7Nnzx72799PdXU1bm5ujB49mgULFjBx4kSHfZuamnj77bf5+OOPOXfuHJ6enowbN46EhATGjh37nX5HDzKduRQREZEOlZGRweuvv46fnx/Lli0jMjKSjz76iKSkJBoaGhxqzWYzQ4cOZfDgwTQ3N/PTn/6U3/72t4wbN4709HQmTpxIbm4uL730EjabzanXJ598QlNTkz04/upXv2Lr1q0MGDCA1NRUFi1aRG1tLa+88gr79++379fa2sry5ct5++23GTVqFD/72c94/vnn+fTTT0lMTOTYsWPf7Zf0ANOZSxEREekwhw4dIj8/n9jYWFasWGFfDwgIIDMzkw8++IAFCxbY1w3DYNKkSQD893//N3/605947rnn+PnPf26v8fX15c033+T3v/89zz33nEM/s9nMqFGjGDhwIH/84x/593//d6ZPn84//dM/2Wtmz55NXFwcW7Zs4emnn8bd3Z2PPvqIwsJCFi5cSEpKir02JiaGuXPnsnHjRvbs2ePy7+dhoDOXIiIi0mFyc3Px8vJiyZIlDuvTp09nwYIFDB061L5WV1dHWVkZoaGhAHz++ecATJ482WHfiIgIAEpLS536mc1mezi9dbZx9uzZDjW9evViypQpXLlyhbNnz9621tfXl8DAQCoqKrBard/6c3clOnMpIiLSiXz44Yf3e4R2PfPMM/e0/40bNygpKSE4OBgvLy/g5n2NJpMJDw8Pp8BpGAaenp5MmDABgGHDhgHwP//zPw4Bs6qqCsDpfs0///nPVFdX28Pl888/T3h4uP04X1dfXw+AyWQCYOnSpcTGxjod8+u13bvrHF1bFC5FREQ6kdra2vs9wnfGYrFgs9nw8/OjoKCAnJwcysrKMJlMBAUFkZ6e7hD8zGYzQUFBeHh4ABAeHs6UKVN4++23GTBgABMmTKCsrIxNmzbh4+PjFH4Nw6B379788Ic/BG6eoRw1apTTXDU1NRw6dIg+ffrg7+8PgLe3N97e3k61J0+e5NSpUwQEBNC7d29XfTUPFYVLERER6RC3HtY5duwYeXl5zJs3j8TERM6ePcvOnTtJSEjg3XfftT+8c/z4cX7605/a9zeZTLz44ot8/vnn/OM//qN9vV+/fuzYsYMBAwY49DMMg6eeesp+NrItX375JStXruTatWssXboUN7f2o1FtbS1r1qwBIDEx8W6+gi5B53NFRESkQ1y7dg2AyspK1q1bR0pKChEREbz44ousX7+eK1eukJ2dDUBJSQmNjY32S9pw88nvxYsXU1tbS1JSEhs2bGDp0qW0tLSQlJTEmTNn7LVNTU0UFxc77P+XLl++TGpqKp999hlRUVH8+Mc/brfWYrGQnJzMuXPniI+PZ8qUKff6dTy0dOZSREREOoSnpydw897IqVOnOmwLCwvD19fX/iCN2Wxm+PDhDBo0yF6zY8cOmpub2bFjh/1SN9y8XB4fH88vfvEL3n33XQCKioq4du2a07srb6murmbZsmV8/vnnTJs2jYyMDLp169Zm7enTp0lLS+OLL74gLi6O1NTUu/8SugCFSxERkU6krQdIHha+vr7AzcvYbenfvz9lZWXAzUvat54Sv+Xs2bM89thjDsESbj7oExgYyJEjR/jyyy/p1asXZrOZ0aNHt9nrj3/8I+np6VitVp5//nleeeWVdh/OOXz4MKtXr8Zms5Gamkp8fPwdf+6uRuFSRESkE7nXJ7I7M29vb4YMGUJ1dTU2m40ePXrYt7W0tGCxWPDz8+P8+fNUVFSwfPlyh/3d3d1paWlp89i31ltbW4GbZz7/9m//1qnu5MmTpKamYrPZ7C9Gb09BQQGrVq3CZDKxfv16IiMj7/gzd0W651JEREQ6zMyZM2lsbGTXrl0O63l5eVitVqZNm4ZhGHh5eTF+/HiHmtDQUCorKzly5IjD+tmzZykuLmbMmDE8+uijVFZWYrFYnC6J19XVsXz5cpqamvjHf/zH2wbLs2fPsnbtWtzc3Ni6dauC5R3QmUsRERHpMHFxcRiGQXZ2NpWVlQQGBlJaWkpeXh7+/v7Mnz+fVatWERwc7PTk9pIlSzhx4gTLly/nmWeeISAggOrqaj744APc3Nz4+7//e+DmJXVvb2+eeOIJh/1zcnKwWq2MHTuW1tZW8vPzneYLCQmhf//+bNu2DZvNRmhoKLW1tW3WRkRE2O8jlf+nm9VqSwY1+wABAABJREFUbb3fQ4iIiHQVdXV1DBw48H6PcV81NTWxc+dODhw4wIULF+jbty9Tp04lKSmJHj16EBUVxbJly3j22Wed9v3iiy/Iycnh//7f/8sXX3xBnz59CAoK4sUXX7S/I/OnP/0p/fr1IzMz02HfZ599FovFctvZduzYwV/91V8xZcoUrl+/ftvavLw8/Pz87uzDu0hn/jtSuBQREelAnTkUyIOjM/8d6Z5LEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGbf7PYCIiIh0LS0tLezdu5e8vDyqq6vp06cPwcHBJCcn4+Pj41BbXFxMUlIS+/btY/DgwVy+fJns7GwOHTpEQ0MD3//+93nmmWeYM2cO3bs7nzO7du0aUVFRpKenExMTQ3NzM3v27GH//v1UV1fj5ubG6NGjWbBgARMnTnTYt6mpibfffpuPP/6Yc+fO4enpybhx40hISGDs2LHf6Xf0INOZSxEREelQGRkZvP766/j5+bFs2TIiIyP56KOPSEpKoqGhwaHWbDYzdOhQBg8eTENDAy+++CJ79+5l7NixvPzyy4wdO5bNmzezcuVKWltbnXp98sknNDU12YPjr371K7Zu3cqAAQNITU1l0aJF1NbW8sorr7B//377fq2trSxfvpy3336bUaNG8bOf/Yznn3+eTz/9lMTERI4dO/bdfkkPMJ25FBERkQ5z6NAh8vPziY2NZcWKFfb1gIAAMjMz+eCDD1iwYIF93TAMJk2aBMDbb79NZWUlf/d3f8dPf/pTe82oUaPIysriP/7jP/jRj37k0M9sNjNq1CgGDhzIH//4R/793/+d6dOn80//9E/2mtmzZxMXF8eWLVt4+umncXd356OPPqKwsJCFCxeSkpJir42JiWHu3Lls3LiRPXv2uPz7eRjozKWIiIh0mNzcXLy8vFiyZInD+vTp01mwYAFDhw61r9XV1VFWVkZoaCgA//Vf/0XPnj154YUXHPZ97rnn6NOnD/v27XPqZzab7eH01tnG2bNnO9T06tWLKVOmcOXKFc6ePXvbWl9fXwIDA6moqMBqtd7px+8SdOZSRESkE9nz7P+63yO06yd5cfe0/40bNygpKSE4OBgvLy/g5n2NJpMJDw8Pp8BpGAaenp5MmDABgAsXLjBy5EgeeeQRh7ru3bszePBgPvvsM1pbW+nWrRsAf/7zn6murraHy+eff57w8HCGDRvmNFt9fT0AJpMJgKVLlxIbG+t0D+jXa9u6x1MULkVERDqV88Xn7vcI3xmLxYLNZsPPz4+CggJycnIoKyvDZDIRFBREenq6Q/Azm80EBQXh4eEBQM+ePWlsbGzz2FarlWvXrnH58mW8vb2Bm+G0d+/e/PCHPwRunqEcNWqU0741NTUcOnSIPn364O/vD4C3t7f9OF938uRJTp06RUBAAL17976Xr+OhpcgtIiIiHeLWwzrHjh1jzZo1TJ48maysLBYvXkxJSQkJCQnU1NQA0NzczPHjx+1nHQHGjRvHn//8Z/70pz85HPf06dOcO3czlNtsNvu6YRg89dRT9rORbfnyyy9ZuXIl165d44UXXsDNrf3zbrW1taxZswaAxMTEO/z0XYfCpYiIiHSIa9euAVBZWcm6detISUkhIiKCF198kfXr13PlyhWys7MBKCkpobGx0SFcJiQk0L17d1asWMHHH3+MxWLh8OHD/PznP7efRbwVJJuamiguLnbY/y9dvnyZ1NRUPvvsM6Kiovjxj3/cbq3FYiE5OZlz584RHx/PlClT7vn7eFjpsriIiIh0CE9PTwB8fHyYOnWqw7awsDB8fX3tD9KYzWaGDx/OoEGD7DVPPPEEGzZs4Je//CX/8A//YD/mokWLqKmp4cMPP7SHzKKiIq5du+b07spbqqurWbZsGZ9//jnTpk0jIyPDfq/mXzp9+jRpaWl88cUXxMXFkZqaem9fxENO4VJERKQT+d6EQd9c9IDy9fUFoF+/fm1u79+/P2VlZcDNS9q3nhL/usmTJ/Phhx9y9uxZmpubGTlyJJ6eniQlJeHr62u/P9NsNjN69Og2e/3xj38kPT0dq9XK888/zyuvvNLuwzmHDx9m9erV2Gw2UlNTiY+Pv6vP3pUoXIqIiHQi9/pEdmfm7e3NkCFDqK6uxmaz0aNHD/u2lpYWLBYLfn5+nD9/noqKCpYvX+6w/4kTJ6isrOS5557j8ccft69fuXKFU6dOERUVZV8zm8387d/+rdMMJ0+eJDU1FZvNZn8xensKCgpYtWoVJpOJ9evXExkZeS8fv8vQPZciIiLSYWbOnEljYyO7du1yWM/Ly8NqtTJt2jQMw8DLy4vx48c71BQVFfGrX/2K48eP29daW1v553/+Z5qbm4mLuxnMKysrsVgsTpfE6+rqWL58OU1NTfzjP/7jbYPl2bNnWbt2LW5ubmzdulXB8g7ozKWIiIh0mLi4OAzDIDs7m8rKSgIDAyktLSUvLw9/f3/mz5/PqlWrCA4Odnpy+7nnnmPfvn2sWrWKn/zkJ/Tr14/Dhw9jNpt54YUX7K8ZMgwDb29vnnjiCYf9c3JysFqtjB07ltbWVvLz853mCwkJoX///mzbtg2bzUZoaCi1tbVt1kZERNjvI5X/p5vVanX+IU4RERH5TtTV1TFw4MD7PcZ91dTUxM6dOzlw4AAXLlygb9++TJ06laSkJHr06EFUVBTLli3j2Wefddr3888/Z8eOHRQXF2Oz2Rg+fDhz585l2rRp9pqf/vSn9OvXj8zMTId9n332WSwWy21n27FjB3/1V3/FlClTuH79+m1r8/Ly8PPz+/Yf3IU689+RwqWIiEgH6syhQB4cnfnvSPdcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIhIh2ppaeH9999n3rx5hIWFER0dTUZGBrW1tU61xcXFhISEUFNT47StoaGB6Oho3nzzzTb7NDU1kZ2dzXPPPUdYWBixsbHs2rWLGzdutFl/4cIFQkJCOH78uH3/HTt2MHv2bCZNmkRkZCTLli3j1KlTTvtarVY2bNjAM888w6RJk5g+fTorV66ksrLyDr6Zh4Pb/R5AREREupaMjAzy8/MJDw8nNjaWqqoq9u7dS0lJCTt37uTRRx+115rNZoYOHcrgwYMdjtHU1ER6enqbgRRuBtif//znHDlyhJkzZ/LEE09QWFjItm3b+Pzzz/mHf/gHp30Mw6Bnz56MHz+e1tZWli9fTmFhIZGRkcydO5dLly6Rm5tLYmIiW7ZsISQkBACbzUZycjIVFRVER0czZswYLBYLubm5HD16lJycHPz9/V34DXZuCpciIiLSYQ4dOkR+fj6xsbGsWLHCvh4QEEBmZiYffPABCxYssK8bhsGkSZMcjlFeXs6rr75KeXl5u33+8z//E7PZzJIlS+zHmzVrFr/85S/Zt28fMTExjB071mEfs9lMcHAw7u7uHDx4kMLCQhYuXEhKSoq9JiYmhrlz57Jx40b27NkDwO7duykvL2flypXMmjXLXhsVFcWiRYvYvn07mzdvvotv68Gky+IiIiLSYXJzc/Hy8mLJkiUO69OnT2fBggUMHTrUvlZXV0dZWRmhoaH2tXfeeYf4+Hjq6uqYN29eu31+//vf4+7uzo9//GOH9b/7u78DYP/+/Q7r169fp6ioyN7r2LFjAMyePduhztfXl8DAQCoqKrBarQAUFhbi7u5OTEyMQ+3o0aMZMWIEJ06caHfOh5HOXIqIiHQi0/a3fZm3M/g/0T73tP+NGzcoKSkhODgYLy8v4OblbZPJhIeHh1PgNAwDT09PJkyYYF8rLS0lOjqapKQkqqqqeO+999rsderUKfz9/fH09HRYHzx4MH379uVPf/qTw3pxcTFXr15l4sSJACxdupTY2Fh8fJw/c319PQDdu988R7du3Trq6+sxmUwOda2trVy6dMle11UoXIqIiHQix+uu3+8RvjMWiwWbzYafnx8FBQXk5ORQVlaGyWQiKCiI9PR0hg0bZq83m80EBQXh4eFhX8vIyLD/v6qqqs0+TU1NXLlyxSGUfp2Pjw8Wi8VhzTAMRo4cia+vLwDe3t54e3s77Xvy5ElOnTpFQEAAvXv3BmDAgAEMGDDAqfbgwYNcvHiR8PDw23wrD5+uFaVFRETkvmloaABuXnJes2YNkydPJisri8WLF1NSUkJCQoL9qfDm5maOHz/udL/l14Nme7788ksAevbs2eb2Rx55hK+++sphzWw2O/X6S7W1taxZswaAxMTE29aWl5ezYcMGTCYTCQkJ3zjzw0ThUkRERDrEtWvXAKisrGTdunWkpKQQERHBiy++yPr167ly5QrZ2dkAlJSU0NjY+I2Bry2tra0O/7a1/euXsGtqaqiqqrptL4vFQnJyMufOnSM+Pp4pU6a0W1taWkpKSgoNDQ2kpaXx+OOP3/FneJApXIqIiEiHuHX/o4+PD1OnTnXYFhYWhq+vr/1BGrPZzPDhwxk0aNAd97l1xrKpqanN7U1NTfZ7Pm/16tWrF+PGjWuz/vTp0yQkJFBdXU1cXBypqant9jYMg5deegmr1UpaWhqxsbF3PP+DTvdcioiIdCLBA93v9wjfmVv3M/br16/N7f3796esrAy4GdK+/pT4nfDy8sLb27vdd2DW1tY6hFaz2UxISAhubs6x6PDhw6xevRqbzUZqairx8fHt9s3NzeX111+ne/fuZGZm8vTTT9/V/A86hUsREZFO5F6fyO7MvL29GTJkCNXV1dhsNnr06GHf1tLSgsViwc/Pj/Pnz1NRUcHy5cvvutcTTzxBUVERTU1NPPLII/b1mpoarFarPfjZbDY++eSTNnsVFBSwatUqTCYT69evJzIyst1+u3fvZvPmzfTu3ZusrCwCAwPvevYHnS6Li4iISIeZOXMmjY2N7Nq1y2E9Ly8Pq9XKtGnTMAwDLy8vxo8ff9d9/uZv/gabzWZ/0fktO3fuBCA6OhqAEydOYLPZ7K8guuXs2bOsXbsWNzc3tm7dettgeeTIEbZs2UKfPn3Izs7u0sESdOZSREREOlBcXByGYZCdnU1lZSWBgYGUlpaSl5eHv78/8+fPZ9WqVQQHB7d5mfrbmj59Oh9++CH/8i//gsViYcyYMRw9epT//M//ZM6cOfzgBz8Abl5+HzVqlNOrhLZt24bNZiM0NJTa2lry8/OdekRERODp6cmmTZtobW0lLCyMM2fOcObMGafaGTNm3PVnedAoXIqIiEiH8fDwYPv27ezcuZMDBw5QUFBA3759mTNnDklJSZhMJoqKili2bNk99enWrRsbN27krbfe4qOPPuL3v/89fn5+LFu2jJ/85Cf2uiNHjhAVFeWwb3Nzs/1XdQzDwDCMNnvk5eVx+fJl+/s29+/f7/TLP7d0pXDZzWq1tv2cvoiIiLhcXV0dAwcOvN9jyAOuM/8d6Z5LEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERHpUC0tLbz//vvMmzePsLAwoqOjycjIoLa21qm2uLiYkJAQampqnLY1NDQQHR3Nm2++edt+WVlZPPPMM7etWbduHYmJiQ59X375ZSIjIwkNDWX27Nm8+eabXLt2zWnfw4cPk5SUREREBJMnT2bu3Lns2bOHlpaW2/Z8WLnd7wFERESka8nIyCA/P5/w8HBiY2Opqqpi7969lJSUsHPnTh599FF7rdlsZujQoQwePNjhGE1NTaSnp7cZSL/u/fffZ+/evQwaNOi2dUePHmXOnDkAnDhxgiVLltCvXz/mzZtHnz59OHbsGDk5Ofzxj39k27ZtdO9+8/xcfn4+a9euZdiwYSxatIhHHnmEQ4cOsXHjRs6cOcPq1avv5it6oClcioiISIc5dOgQ+fn5xMbGsmLFCvt6QEAAmZmZfPDBByxYsMC+bhgGkyZNcjhGeXk5r776KuXl5e32aWpqYtu2bezdu/cbZyotLaWurs7eZ/369Xh5efHuu+8yYMAAAGJjY9m8eTO7d++moKCAqKgorl27RlZWFkOGDOHf/u3feOSRRwD4yU9+wt///d/zu9/9jtmzZzNmzJhv/wU9BHRZXERERDpMbm4uXl5eLFmyxGF9+vTpLFiwgKFDh9rX6urqKCsrIzQ01L72zjvvEB8fT11dHfPmzWuzx9mzZ3nuuefYu3cvs2bNwsfH57Yzmc1mBg4cyKhRo7hw4QKff/45U6ZMsQfLW370ox8BNy+ZA5w6dYrGxkZ+9KMf2YPlLTNmzABungXtanTmUkREpBPxzEy53yO066s1/3JP+9+4cYOSkhKCg4Px8vICbp5hNJlMeHh4OAVOwzDw9PRkwoQJ9rXS0lKio6NJSkqiqqqK9957z6lPTU0NAwcOJCMjg+Dg4G+839JsNjNx4kQA+vfvz969e+nRo4dT3RdffAFgvyQ+duxY3n//fYfL+LfU19c71HYlCpciIiKdiKn89P0e4TtjsViw2Wz4+flRUFBATk4OZWVlmEwmgoKCSE9PZ9iwYfZ6s9lMUFAQHh4e9rWMjAz7/6uqqtrsM2nSJCIiIr7VTFeuXOHUqVP2s6Bubm4OZ0+/7n/9r/8FwJNPPgmAh4cHjz32mFNdc3Mze/bscajtSrpenBYREZH7oqGhAYBjx46xZs0aJk+eTFZWFosXL6akpISEhAT7U+HNzc0cP37c6X7LrwfN9nybmluOHj1Kt27dCAkJuW3db37zG44dO8bo0aMJDw+/be1rr71GRUUFERER/OAHP/jWszwsdOZSREREOsSt1/hUVlby2muvMXXqVAAiIiIYPXo0aWlpZGdnk5mZSUlJCY2NjU7h0tXMZjN/9Vd/Zb9M35bf/OY3ZGdn069fP375y1+2e6m7paWF1157jQ8//JBhw4axatWq72rsTk1nLkVERKRDeHp6AuDj42MPlreEhYXh6+vLsWPHgJuhb/jw4d/4CqF70draytGjR9sNsM3Nzfzyl78kOzsbHx8fduzY4fRKpFu++uorVqxYwb59+xgxYgQ7duygT58+39nsnZnOXIqIiHQiN/wf3tfW+Pr6AtCvX782t/fv35+ysjLg5sM8X39K/Lvw6aefUl9f32a4vHr1KitXruTIkSOMGDGCLVu28L3vfa/N41y8eJGf/exnfPbZZ0yYMIENGzbQu3fv73T2zkzhUkREpBO51yeyOzNvb2+GDBlCdXU1NpvN4YnslpYWLBYLfn5+nD9/noqKCpYvX/6dzmM2m/ne976Hv7+/w/pXX33Fyy+/zMmTJwkKCiIrK4tevXq1eYwvvviC5ORkqqqqmD59OmvXrsXd3f07nbuz02VxERER6TAzZ86ksbGRXbt2Oazn5eVhtVqZNm0ahmHg5eXF+PHjv9NZvv4Koq/7xS9+wcmTJwkLC2Pr1q3tBssbN27w85//nKqqKp577jnWrVvX5YMl6MyliIiIdKC4uDgMwyA7O5vKykoCAwMpLS0lLy8Pf39/5s+fz6pVqwgODsbN7buLKVarldOnT7Nw4UKH9T/+8Y989NFHuLu7M3HiRD7++GOnfQcPHsy4ceP4+OOPOXnyJL1792bs2LEcOHDAqXbkyJEEBAR8Vx+jU1K4FBERkQ7j4eHB9u3b2blzJwcOHKCgoIC+ffsyZ84ckpKSMJlMFBUVsWzZsu90jqNHj2IymQgODnZYv/VA0fXr18nKympz3x/96EeMGzfOXnvlyhUyMzPbrH3hhRe6XLjsZrVaW+/3ECIiIl1FXV0dAwcOvN9jyAOuM/8d6Z5LEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGbf7PYCIiIh0LS0tLezdu5e8vDyqq6vp06cPwcHBJCcn4+Pj41BbXFxMUlIS+/btY/DgwQ7bGhoamDt3LjExMSQmJjr1OXfuHG+++SaFhYVcunSJvn37MnHiRF566SUGDhzoVH/hwgVmzpzJG2+8QXBwME1NTbz99tt8/PHHnDt3Dk9PT8aNG0dCQgJjx4512NdqtfLWW2/xhz/8gbq6Onr16sWTTz5JUlISjz322L1/aQ8QhUsRERHpUBkZGeTn5xMeHk5sbCxVVVXs3buXkpISdu7cyaOPPmqvNZvNDB061ClYNjU1kZ6eTm1tbZs9Ll26REJCAg0NDcyaNYvHHnuM8vJy8vLyKCws5J133mHAgAEO+xiGQc+ePRk/fjytra0sX76cwsJCIiMjmTt3LpcuXSI3N5fExES2bNlCSEgIADabjeTkZCoqKoiOjmbMmDFYLBZyc3M5evQoOTk5+Pv7u/hb7LwULkVERKTDHDp0iPz8fGJjY1mxYoV9PSAggMzMTD744AMWLFhgXzcMg0mTJjkco7y8nFdffZXy8vJ2+/z617/m4sWLbN26lYkTJ9rXn3rqKdLT0/nXf/1Xh/5wM8gGBwfj7u7OwYMHKSwsZOHChaSkpNhrYmJimDt3Lhs3bmTPnj0A7N69m/LyclauXMmsWbPstVFRUSxatIjt27ezefPmO/ymHly651JEREQ6TG5uLl5eXixZssRhffr06SxYsIChQ4fa1+rq6igrKyM0NNS+9s477xAfH09dXR3z5s1rt09hYSGDBw92CJYA4eHh9OrVixMnTjisX79+naKiInuvY8eOATB79myHOl9fXwIDA6moqMBqtdp7ubu7ExMT41A7evRoRowY4dTrYaczlyIiIp3IV0Wv3O8R2uUZtOWe9r9x4wYlJSUEBwfj5eUF3Ly8bTKZ8PDwcAqchmHg6enJhAkT7GulpaVER0eTlJREVVUV7733Xpu9srOzuXr1qtP6V199xVdffUX37o7n14qLi7l69ao9jC5dupTY2Fine0AB6uvrAezHWLduHfX19ZhMJoe61tZWLl265NTrYadwKSIi0om0XPnsfo/wnbFYLNhsNvz8/CgoKCAnJ4eysjJMJhNBQUGkp6czbNgwe73ZbCYoKAgPDw/7WkZGhv3/VVVV7fby9fVtc3337t3cuHGDoKAgh3XDMBg5cqR9P29vb7y9vZ32P3nyJKdOnSIgIIDevXsDMGDAAKf7NwEOHjzIxYsXCQ8Pb3fOh1HXitIiIiJy3zQ0NAA3LzmvWbOGyZMnk5WVxeLFiykpKSEhIYGamhoAmpubOX78uNP9ll8Pmnfq+PHj/OY3v8HLy4u4uDiHbWaz2anXX6qtrWXNmjUAbT6d/nXl5eVs2LABk8lEQkLCXc/8IFK4FBERkQ5x7do1ACorK1m3bh0pKSlERETw4osvsn79eq5cuUJ2djYAJSUlNDY2fmPg+7aOHj1KWloaLS0tZGRkOJzZrKmpoaqq6ra9LBYLycnJnDt3jvj4eKZMmdJubWlpKSkpKTQ0NJCWlsbjjz/uks/woFC4FBERkQ7h6ekJgI+PD1OnTnXYFhYWhq+vr/1BGrPZzPDhwxk0aNA99/33f/93fvazn3Hjxg3+6Z/+yekytdlsplevXowbN67N/U+fPk1CQgLV1dXExcWRmprabi/DMHjppZewWq2kpaURGxt7z/M/aHTPpYiISCfSvffo+z3Cd+bW2cJ+/fq1ub1///6UlZUBN0Pa158Sv1s7duzg7bffplevXrz22msEBwc71ZjNZkJCQnBzc45Fhw8fZvXq1dhsNlJTU4mPj2+3V25uLq+//jrdu3cnMzOTp59++p7nfxApXIqIiHQi9/pEdmfm7e3NkCFDqK6uxmaz0aNHD/u2lpYWLBYLfn5+nD9/noqKCpYvX35P/TZt2sRvf/tbvve977F58+Y2X2Rus9n45JNP2uxVUFDAqlWrMJlMrF+/nsjIyHZ77d69m82bN9O7d2+ysrIIDAy8p9kfZLosLiIiIh1m5syZNDY2smvXLof1vLw8rFYr06ZNwzAMvLy8GD9+/F332bdvH7/97W8ZMmTIbX8h58SJE9hsNqf3YZ49e5a1a9fi5ubG1q1bbxssjxw5wpYtW+jTpw/Z2dldOliCzlyKiIhIB4qLi8MwDLKzs6msrCQwMJDS0lLy8vLw9/dn/vz5rFq1iuDg4DYvU38bX331FW+88QYAERERfPLJJ041np6eREREYBgGo0aNcnqV0LZt27DZbISGhlJbW0t+fr7TMSIiIvD09GTTpk20trYSFhbGmTNnOHPmjFPtjBkz7uqzPIgULkVERKTDeHh4sH37dnbu3MmBAwcoKCigb9++zJkzh6SkJEwmE0VFRSxbtuyue3z66adcuXIFwOkM6S2DBg0iIiKCI0eOEBUV5bCtubnZ/qs6hmFgGEabx8jLy+Py5cv2923u37+f/fv3t1nblcJlN6vV2nq/hxAREekq6urqGDhw4P0eQx5wnfnvSPdcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIhIh2ppaeH9999n3rx5hIWFER0dTUZGBrW1tU61xcXFhISEUFNT47StoaGB6Oho3nzzzTb71NfX86tf/YpnnnmGsLAw5s2bR25uLq2trW3WX7hwgZCQEI4fPw5AU1MTO3bsYPbs2UyaNInIyEiWLVvGqVOnnPa1Wq1s2LCBZ555hkmTJjF9+nRWrlxJZWXlHXwzDwe3+z2AiIiIdC0ZGRnk5+cTHh5ObGwsVVVV7N27l5KSEnbu3Mmjjz5qrzWbzQwdOpTBgwc7HKOpqYn09PQ2AynAl19+SVJSEufPnyc2NpYhQ4Zw5MgRXnvtNcrLy1mxYoXTPoZh0LNnT8aPH09rayvLly+nsLCQyMhI5s6dy6VLl8jNzSUxMZEtW7YQEhICgM1mIzk5mYqKCqKjoxkzZgwWi4Xc3FyOHj1KTk4O/v7+LvwGOzeFSxEREekwhw4dIj8/n9jYWIeAFxAQQGZmJh988AELFiywrxuGwaRJkxyOUV5ezquvvkp5eXm7fd577z2qqqr4xS9+wbRp0wCYPXs2aWlp5Obm8vzzzzN06FCHfcxmM8HBwbi7u3Pw4EEKCwtZuHAhKSkp9pqYmBjmzp3Lxo0b2bNnDwC7d++mvLyclStXMmvWLHttVFQUixYtYvv27WzevPkuvq0Hky6Li4iISIfJzc3Fy8uLJUuWOKxPnz6dBQsWOAS+uro6ysrKCA0Nta+98847xMfHU1dXx7x589rtc+3aNcaMGUNkZKTD+lNPPUVrayulpaUO69evX6eoqMje69ixY8DNQPp1vr6+BAYGUlFRgdVqBaCwsBB3d3diYmIcakePHs2IESM4ceLE7b6Sh47OXIqIiHQib/4+836P0K7EH625p/1v3LhBSUkJwcHBeHl5ATcvb5tMJjw8PJwCp2EYeHp6MmHCBPtaaWkp0dHRJCUlUVVVxXvvvddmr5/+9Kdtrt8KlX5+fg7rxcXFXL16lYkTJwKwdOlSYmNj8fHxcTpGfX09AN273zxHt27dOurr6zGZTA51ra2tXLp0yV7XVShcioiIdCLVde1f6n3QWSwWbDYbfn5+FBQUkJOTQ1lZGSaTiaCgINLT0xk2bJi93mw2ExQUhIeHh30tIyPD/v+qqqpv1ferr76ipqaG//iP/+B3v/sdU6ZM4YknnnCoMQyDkSNH4uvrC4C3tzfe3t5Oxzp58iSnTp0iICCA3r17AzBgwAAGDBjgVHvw4EEuXrxIeHj4t5rzYdG1orSIiIjcNw0NDcDNS85r1qxh8uTJZGVlsXjxYkpKSkhISLA/Fd7c3Mzx48ed7rf8etD8tn79618zb948du3axfe//31eeeUVpxqz2ezU6y/V1tayZs3Ns7eJiYm3rS0vL2fDhg2YTCYSEhLueOYHmcKliIiIdIhr164BUFlZybp160hJSSEiIoIXX3yR9evXc+XKFbKzswEoKSmhsbHxGwPftzF58mRef/11lixZwuXLl4mPj+f06dP27TU1NVRVVd22l8ViITk5mXPnzhEfH8+UKVParS0tLSUlJYWGhgbS0tJ4/PHH7/kzPEgULkVERKRDeHp6AuDj48PUqVMdtoWFheHr62t/kMZsNjN8+HAGDRp0z32Dg4MJDw9nwYIFvPHGGzQ1NfHP//zP9u1ms5levXoxbty4Nvc/ffo0CQkJVFdXExcXR2pqaru9DMPgpZdewmq1kpaWRmxs7D3P/6DRPZciIiKdyPcHPrzvQ7x1P2O/fv3a3N6/f3/KysqAmyHt60+Ju8oPfvADhg8fzqeffmpfM5vNhISE4ObmHIsOHz7M6tWrsdlspKamEh8f3+6xc3Nzef311+nevTuZmZk8/fTTLp//QaBwKSIi0onc6xPZnZm3tzdDhgyhuroam81Gjx497NtaWlqwWCz4+flx/vx5KioqWL58+V31aW1tZf78+Xh4ePCv//qvTtsbGxvtvW02G5988kmbvQoKCli1ahUmk4n169c7vdbo63bv3s3mzZvp3bs3WVlZBAYG3tXsDwNdFhcREZEOM3PmTBobG9m1a5fDel5eHlarlWnTpmEYBl5eXowfP/6uenTr1o2BAwdy6tQpjh496rDtwIEDnDt3joiICABOnDiBzWazv4LolrNnz7J27Vrc3NzYunXrbYPlkSNH2LJlC3369CE7O7tLB0vQmUsRERHpQHFxcRiGQXZ2NpWVlQQGBlJaWkpeXh7+/v7Mnz+fVatWERwc3OZl6m/rlVde4f/3//v/8fd///fMnj2bIUOG8Kc//Ynf//73DBs2jOTkZODm5fdRo0Y5vUpo27Zt2Gw2QkNDqa2tJT8/36lHREQEnp6ebNq0idbWVsLCwjhz5gxnzpxxqp0xY8Zdf5YHjcKliIiIdBgPDw+2b9/Ozp07OXDgAAUFBfTt25c5c+aQlJSEyWSiqKiIZcuW3VOfYcOG8e677/LrX/+a/fv309DQgK+vL/PmzWPx4sX06tULuHnWMSoqymHf5uZm+6/qGIaBYRht9sjLy+Py5cv2923u37+f/fv3t1nblcJlN6vV2nq/hxAREekq6urqGDhw4P0eQx5wnfnvSPdcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIhIh2ppaeH9999n3rx5hIWFER0dTUZGBrW1tU61xcXFhISEUFNT47StoaGB6Oho3nzzzW/V99VXXyUkJASLxdLm9gsXLhASEsLx48cBaGpqYseOHcyePZtJkyYRGRnJsmXLOHXqlNO+VquVDRs28MwzzzBp0iSmT5/OypUrqays/FazPUzc7vcAIiIi0rVkZGSQn59PeHg4sbGxVFVVsXfvXkpKSti5cyePPvqovdZsNjN06FAGDx7scIympibS09PbDKRt+Y//+A8++uij29YYhkHPnj0ZP348ra2tLF++nMLCQiIjI5k7dy6XLl0iNzeXxMREtmzZQkhICAA2m43k5GQqKiqIjo5mzJgxWCwWcnNzOXr0KDk5Ofj7+9/ht/TgUrgUERGRDnPo0CHy8/OJjY1lxYoV9vWAgAAyMzP54IMPWLBggX3dMAwmTZrkcIzy8nJeffVVysvLv1VPi8XChg0b8PDw4Nq1a+3Wmc1mgoODcXd35+DBgxQWFrJw4UJSUlLsNTExMcydO5eNGzeyZ88eAHbv3k15eTkrV65k1qxZ9tqoqCgWLVrE9u3b2bx587ea9WGgy+IiIiLSYXJzc/Hy8mLJkiUO69OnT2fBggUMHTrUvlZXV0dZWRmhoaH2tXfeeYf4+Hjq6uqYN2/eN/a7ceMGa9euZciQIUydOrXduuvXr1NUVGTvdezYMQBmz57tUOfr60tgYCAVFRVYrVYACgsLcXd3JyYmxqF29OjRjBgxghMnTnzjnA8TnbkUERHpRD788MP7PUK7nnnmmXva/8aNG5SUlBAcHIyXlxdw8/K2yWTCw8PDKXAahoGnpycTJkywr5WWlhIdHU1SUhJVVVW89957t+35zjvv8Nlnn/Huu+/yb//2b+3WFRcXc/XqVSZOnAjA0qVLiY2NxcfHx6m2vr4egO7db56jW7duHfX19ZhMJoe61tZWLl26ZK/rKhQuRUREOpFvew/hg8hisWCz2fDz86OgoICcnBzKysowmUwEBQWRnp7OsGHD7PVms5mgoCA8PDzsaxkZGfb/V1VV3bbfqVOnyMnJ4ZVXXmHEiBG3rTUMg5EjR+Lr6wuAt7c33t7eTnUnT57k1KlTBAQE0Lt3bwAGDBjAgAEDnGoPHjzIxYsXCQ8Pv23vh03XitIiIiJy3zQ0NAA3LzmvWbOGyZMnk5WVxeLFiykpKSEhIcH+VHhzczPHjx93ut/y60Hzdq5evcratWt58skn+fGPf/yN9Waz2anXX6qtrWXNmjUAJCYm3ra2vLycDRs2YDKZSEhI+FYzPyx05lJEREQ6xK2HaSorK3nttdfs90BGREQwevRo0tLSyM7OJjMzk5KSEhobG78x8LVn48aNXL58mR07dtCtW7fb1tbU1FBVVXXbXhaLhaVLl3Lu3Dni4+OZMmVKu7WlpaWkpqbS0NDAihUrePzxx+/qMzyodOZSREREOoSnpycAPj4+Tg/XhIWF4evra3+Qxmw2M3z4cAYNGnTHff7rv/6L3/3ud7z00kt4eHhgtVqxWq1cv34duHkG9dbDOLd69erVi3HjxrV5vNOnT5OQkEB1dTVxcXGkpqa229swDF566SWsVitpaWnExsbe8fwPOp25FBER6UTaeoDkYXHrfsZ+/fq1ub1///6UlZUBN0Pa158SvxP//d//DUBWVhZZWVlO2+fPnw/gEGRDQkJwc3OORYcPH2b16tXYbDZSU1OJj49vt29ubi6vv/463bt3JzMzk6effvqu5n/QKVyKiIh0Ivf6RHZn5u3tzZAhQ6iursZms9GjRw/7tpaWFiwWC35+fpw/f56KigqWL19+V33mz5/PjBkznNb/7d/+jcLCQjIzM+0B12az8cknn7TZq6CggFWrVmEymVi/fj2RkZHt9ty9ezebN2+md+/eZGVlERgYeFezPwwULkVERKTDzJw5kx07drBr1y6HB13y8vKwWq3MmTMHwzDw8vJi/Pjxd9VjxIgRbT4dnp+fD8C4cePw8/MD4MSJE9hsNvsriG45e/Ysa9euxc3NjS1btvDkk0+22+/IkSNs2bKFPn368Otf/7pL/RpPWxQuRUREpMPExcVhGAbZ2dlUVlYSGBhIaWkpeXl5+Pv7M3/+fFatWkVwcHCbl6ldzTAMRo0a5fQqoW3btmGz2QgNDaW2ttYeTL8uIiICT09PNm3aRGtrK2FhYZw5c4YzZ8441bZ1JvVhpXApIiIiHcbDw4Pt27ezc+dODhw4QEFBAX379mXOnDkkJSVhMpkoKipi2bJlHTLPkSNHiIqKclhrbm62/6qOYRgYhtHmvnl5eVy+fNn+vs39+/ezf//+Nmu7UrjsZrVaW+/3ECIiIl1FXV0dAwcOvN9jyAOuM/8d6VVEIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIybvd7ABEREelaWlpa2Lt3L3l5eVRXV9OnTx+Cg4NJTk7Gx8fHoba4uJikpCT27dvH4MGDHbY1NDQwd+5cYmJiSExMdOrzm9/8huzs7DZneOGFF5z2uXDhAjNnzuSNN94gODiYpqYm3n77bT7++GPOnTuHp6cn48aNIyEhgbFjxzrsa7Vaeeutt/jDH/5AXV0dvXr14sknnyQpKYnHHnvsLr6lB5fCpYiIiHSojIwM8vPzCQ8PJzY2lqqqKvbu3UtJSQk7d+7k0UcftdeazWaGDh3qFCybmppIT0+ntra23T5lZWV4enry85//3GnbyJEjndYMw6Bnz56MHz+e1tZWli9fTmFhIZGRkcydO5dLly6Rm5tLYmIiW7ZsISQkBACbzUZycjIVFRVER0czZswYLBYLubm5HD16lJycHPz9/e/263rgKFyKiIhIhzl06BD5+fnExsayYsUK+3pAQACZmZl88MEHLFiwwL5uGAaTJk1yOEZ5eTmvvvoq5eXlt+119uxZRowYwYwZM77VbGazmeDgYNzd3Tl48CCFhYUsXLiQlJQUe01MTAxz585l48aN7NmzB4Ddu3dTXl7OypUrmTVrlr02KiqKRYsWsX37djZv3vytZngY6J5LERER6TC5ubl4eXmxZMkSh/Xp06ezYMEChg4dal+rq6ujrKyM0NBQ+9o777xDfHw8dXV1zJs3r90+TU1N/PnPf2bEiBHfaq7r169TVFRk73Xs2DEAZs+e7VDn6+tLYGAgFRUVWK1WAAoLC3F3dycmJsahdvTo0YwYMYITJ058qxkeFjpzKSIi0onsefZ/3e8R2vWTvLh72v/GjRuUlJQQHByMl5cXcDMEmkwmPDw8nAKnYRh4enoyYcIE+1ppaSnR0dEkJSVRVVXFe++912av8vJyWlpa7JejbTYbJpMJN7e2o09xcTFXr15l4sSJACxdupTY2Fine0AB6uvrAeje/eY5unXr1lFfX4/JZHKoa21t5dKlS/a6rkLhUkREpBM5X3zufo/wnbFYLNhsNvz8/CgoKCAnJ4eysjJMJhNBQUGkp6czbNgwe73ZbCYoKAgPDw/7WkZGhv3/VVVV7fY6e/YscDOM/vjHP6aqqoru3bszfvx4XnnlFX7wgx841BuGwciRI/H19QXA29sbb29vp+OePHmSU6dOERAQQO/evQEYMGAAAwYMcKo9ePAgFy9eJDw8/Ft+Qw+HrhWlRURE5L5paGgAbl5yXrNmDZMnTyYrK4vFixdTUlJCQkICNTU1ADQ3N3P8+HGn+y2/HjRv51a4LCkpYfbs2WzYsIGEhAQ+++wzXnzxRU6fPu1QbzabnXr9pdraWtasWQPQ5tPpX1deXs6GDRswmUwkJCR8q5kfFjpzKSIiIh3i2rVrAFRWVvLaa68xdepUACIiIhg9ejRpaWlkZ2eTmZlJSUkJjY2N3xj42vPXf/3XeHl5MW/ePPsZyPDwcCZNmkRCQgKbNm0iJycHgJqaGqqqqm7by2KxsHTpUs6dO0d8fDxTpkxpt7a0tJTU1FQaGhpYsWIFjz/++F19hgeVwqWIiIh0CE9PTwB8fHzswfKWsLAwfH197Q/SmM1mhg8fzqBBg+6qV1hYGGFhYU7rY8aM4Yc//CEnT56ksbERLy8vzGYzvXr1Yty4cW0e6/Tp06SlpfHFF18QFxdHampqu30Nw+DVV1/l6tWrpKWlERsbe1fzP8gULkVERDqR7024uzD1ILh1P2O/fv3a3N6/f3/KysqAmyHt60+Ju1K/fv1obW3lq6++sofLkJCQNh/2OXz4MKtXr8Zms5Gamkp8fHy7x83NzeX111+ne/fuZGZm8vTTT38n83d2CpciIiKdyL0+kd2ZeXt7M2TIEKqrq7HZbPTo0cO+raWlBYvFgp+fH+fPn6eiooLly5ffVZ/W1lYWLVoE3Hx10V+qqKjAy8uLvn37YrPZ+OSTT9rsVVBQwKpVqzCZTKxfv57IyMh2e+7evZvNmzfTu3dvsrKyCAwMvKvZHwZ6oEdEREQ6zMyZM2lsbGTXrl0O63l5eVitVqZNm4ZhGHh5eTF+/Pi76tGtWzf69OnD6dOnOXz4sMO23//+91RUVDBjxgxMJhMnTpzAZrPZX0F0y9mzZ1m7di1ubm5s3br1tsHyyJEjbNmyhT59+pCdnd2lgyXozKWIiIh0oLi4OAzDIDs7m8rKSgIDAyktLSUvLw9/f3/mz5/PqlWrCA4ObvedlN/Gyy+/zKlTp3j11VeZNWsWjz32GH/605/4/e9/z4gRI0hOTgZuXn4fNWqU06uEtm3bhs1mIzQ0lNraWvLz8516RERE4OnpyaZNm2htbSUsLIwzZ85w5swZp9pv+ytBDwOFSxEREekwHh4ebN++nZ07d3LgwAEKCgro27cvc+bMISkpCZPJRFFREcuWLbunPiNGjODdd98lOzubgwcP0tDQwMCBA5k3bx6LFi2y/375kSNHiIqKcti3ubnZ/qs6hmFgGEabPfLy8rh8+bL9fZv79+9n//79bdZ2pXDZzWq1tt7vIURERLqKuro6Bg4ceL/HkAdcZ/470j2XIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIi0qFaWlp4//33mTdvHmFhYURHR5ORkUFtba1TbXFxMSEhIdTU1Dhta2hoIDo6mjfffLPdXgcOHGDx4sWEh4fzN3/zN6xYsYKqqqo2ay9cuEBISAjHjx8HoKmpiR07djB79mwmTZpEZGQky5Yt49SpU077Wq1WNmzYwDPPPMOkSZOYPn06K1eupLKy8lt+Kw8PhUsRERHpUBkZGbz++uv4+fmxbNkyIiMj+eijj0hKSqKhocGh1mw2M3ToUAYPHuyw3tTURHp6epuB9Jbs7GzWrFmDu7s7qampPPvssxw/fpyEhAQsFotTvWEY9OzZk/Hjx9Pa2sry5ct5++23GTVqFD/72c94/vnn+fTTT0lMTOTYsWP2/Ww2G8nJyeTm5hIcHEx6ejoxMTEcPXqURYsWUV5efo/f2IPF7X4PICIiIl3HoUOHyM/PJzY2lhUrVtjXAwICyMzM5IMPPmDBggX2dcMwmDRpksMxysvLefXVV28b2j777DPefvttwsLCyMrKwmQyARASEsJLL73Eu+++y8qVKx32MZvNBAcH4+7uzsGDByksLGThwoWkpKTYa2JiYpg7dy4bN25kz549AOzevZvy8nJWrlzJrFmz7LVRUVEsWrSI7du3s3nz5rv4th5MOnMpIiIiHSY3NxcvLy+WLFnisD59+nQWLFjA0KFD7Wt1dXWUlZURGhpqX3vnnXeIj4+nrq6OefPmtdtn3759tLS0kJaWZg+WAIGBgSQmJvLEE0841F+/fp2ioiJ7r1tnJmfPnu1Q5+vrS2BgIBUVFVitVgAKCwtxd3cnJibGoXb06NGMGDGCEydOfNPX8lDRmUsREZFOZNr+9i/z3m//J9rnnva/ceMGJSUlBAcH4+XlBdy8vG0ymfDw8HAKnIZh4OnpyYQJE+xrpaWlREdHk5SURFVVFe+9916bvYqKivD398fPzw+4GR5bWlro0aMHL7zwglN9cXExV69eZeLEiQAsXbqU2NhYfHycP3N9fT0A3bvfPEe3bt066uvrHUIsQGtrK5cuXbLXdRUKlyIiIp3I8brr93uE74zFYsFms+Hn50dBQQE5OTmUlZVhMpkICgoiPT2dYcOG2evNZjNBQUF4eHjY1zIyMuz/b+/BnOvXr1NTU0NoaCgnTpxg+/bt/OlPfwJg7NixvPLKK/zwhz902McwDEaOHImvry8A3t7eeHt7Ox375MmTnDp1ioCAAHr37g3AgAEDGDBggFPtwYMHuXjxIuHh4XfwLT34ulaUFhERkfvm1sM6x44dY82aNUyePJmsrCwWL15MSUkJCQkJ9qfCm5ubOX78uNP9ll8Pmu358ssvaWlpobKyktTUVB5//HF+9atfsXTpUqqqqkhOTraHzVvMZrNTr79UW1vLmjVrAEhMTLxtbXl5ORs2bMBkMpGQkPCNMz9MdOZSREREOsS1a9cAqKys5LXXXmPq1KkAREREMHr0aNLS0sjOziYzM5OSkhIaGxu/MfDdrk91dTUvv/wycXFx9m3BwcEsXLiQLVu28NZbbwFQU1NDVVXVbXtZLBaWLl3KuXPniI+PZ8qUKe3WlpaWkpqaSkNDAytWrODxxx+/48/wINOZSxEREekQnp6eAPj4+NiD5S1hYWH4+vraH6Qxm80MHz6cQYMG3XUfk8lEbGysw7Yf/OAH/PCHP+SPf/wjX331lb1Xr169GDduXJvHO336NAkJCVRXVxMXF0dqamq7vQ3D4KWXXsJqtZKWlubUvyvQmUsREZFOJHig+/0e4Ttz637Gfv36tbm9f//+lJWVATdD2tefEr8Tjz76KF5eXri5udGjR482+7S2ttLY2Iinpydms5mQkBDc3Jxj0eHDh1m9ejU2m43U1FTi4+Pb7Zubm8vrr79O9+7dyczM5Omnn76r+R90CpciIiKdyL0+kd2ZeXt7M2TIEKqrq7HZbA7Br6WlBYvFgp+fH+fPn6eiooLly5ffVZ9u3boxZswYioqKqK2tdXri+89//jOenp7069cPm83GJ5980mavgoICVq1ahclkYv369URGRrbbc/fu3WzevJnevXuTlZVFYGDgXc3+MNBlcREREekwM2fOpLGxkV27djms5+XlYbVamTZtGoZh4OXlxfjx4++pT2trK9nZ2Q7rR44cobS0lMjISLp3786JEyew2Wz2VxDdcvbsWdauXYubmxtbt269bbA8cuQIW7ZsoU+fPmRnZ3fpYAk6cykiIiIdKC4uDsMwyM7OprKyksDAQEpLS8nLy8Pf35/58+ezatUqgoOD27xM/W39zd/8DYcOHeJ3v/sdX3zxBeHh4fz5z3/mf//v/83AgQPtv7pjGAajRo1yepXQtm3bsNlshIaGUltbS35+vlOPiIgIPD092bRpE62trYSFhXHmzBnOnDnjVDtjxoy7/iwPGoVLERER6TAeHh5s376dnTt3cuDAAQoKCujbty9z5swhKSkJk8lEUVERy5Ytu+dev/jFL3j//ff58MMP2bRpE7169WLatGkkJyfbw+SRI0eIiopy2K+5udn+qzqGYWAYRpvHz8vL4/Lly/b3be7fv5/9+/e3WduVwmU3q9Xaer+HEBER6Srq6uoYOHDg/R5DHnCd+e9I91yKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMu43e8BREREpGtpaWlh79695OXlUV1dTZ8+fQgODiY5ORkfHx+H2uLiYpKSkti3bx+DBw922NbQ0MDcuXOJiYkhMTHRYVtISMg3znHs2DGH/1+4cIGZM2fyxhtvEBwcTFNTE2+//TYff/wx586dw9PTk3HjxpGQkMDYsWMd9rVarbz11lv84Q9/oK6ujl69evHkk0+SlJTEY489dgffzoNP4VJEREQ6VEZGBvn5+YSHhxMbG0tVVRV79+6lpKSEnTt38uijj9przWYzQ4cOdQqWTU1NpKenU1tb226Pthw9epT8/HymTp3qtM0wDHr27Mn48eNpbW1l+fLlFBYWEhkZydy5c7l06RK5ubkkJiayZcsWe4C12WwkJydTUVFBdHQ0Y8aMwWKxkJuby9GjR8nJycHf3/9uv64HjsKliIiIdJhDhw6Rn59PbGwsK1assK8HBASQmZnJBx98wIIFC+zrhmEwadIkh2OUl5fz6quvUl5e3m6fGTNmOK1duHCBTZs2MXToUNasWeO03Ww2ExwcjLu7OwcPHqSwsJCFCxeSkpJir4mJiWHu3Lls3LiRPXv2ALB7927Ky8tZuXIls2bNstdGRUWxaNEitm/fzubNm7/Ft/Nw0D2XIiIi0mFyc3Px8vJiyZIlDuvTp09nwYIFDB061L5WV1dHWVkZoaGh9rV33nmH+Ph46urqmDdv3h31zsrK4vLly/zDP/wDXl5eDtuuX79OUVGRvdetS+azZ892qPP19SUwMJCKigqsVisAhYWFuLu7ExMT41A7evRoRowYwYkTJ+5ozgedzlyKiIh0Ip6ZKd9cdJ98teZf7mn/GzduUFJSQnBwsD3cNTU1YTKZ8PDwcAqchmHg6enJhAkT7GulpaVER0eTlJREVVUV77333rfqfezYMf7v//2/zJgxg8DAQKftxcXFXL16lYkTJwKwdOlSYmNjne4BBaivrwege/eb5+jWrVtHfX09JpPJoa61tZVLly7Z67oKhUsREZFOxFR++n6P8J2xWCzYbDb8/PwoKCggJyeHsrIyTCYTQUFBpKenM2zYMHu92WwmKCgIDw8P+1pGRob9/1VVVd+697/8y7/g5uZGcnJym9sNw2DkyJH4+voC4O3tjbe3t1PdyZMnOXXqFAEBAfTu3RuAAQMGMGDAAKfagwcPcvHiRcLDw7/1nA+DrhWlRURE5L5paGgAbp5FXLNmDZMnTyYrK4vFixdTUlJCQkICNTU1ADQ3N3P8+HGn+y2/HjS/rZMnT3L69GlmzJjB9773vTZrzGazU6+/VFtba79X8y+fTv9L5eXlbNiwAZPJREJCwh3P/CBTuBQREZEOce3aNQAqKytZt24dKSkpRERE8OKLL7J+/XquXLlCdnY2ACUlJTQ2Nn5j4Ps2/vf//t8AxMfHt7m9pqaGqqqq2/ayWCwkJydz7tw54uPjmTJlSru1paWlpKSk0NDQQFpaGo8//vi9fYAHjMKliIiIdAhPT08AfHx8nF4FFBYWhq+vr/1BGrPZzPDhwxk0aNA99bx+/TqGYfD4448zfPjwNmvMZjO9evVi3LhxbW4/ffo0CQkJVFdXExcXR2pqarv9DMPgpZdewmq1kpaWRmxs7D3N/yDSPZciIiKdyA3/Mfd7hO/MrfsZ+/Xr1+b2/v37U1ZWBtwMaV9/SvxuFRUV0djYyPTp09utMZvNhISE4ObmHIsOHz7M6tWrsdlspKamtnv2E24+Cf/666/TvXt3MjMzefrpp+95/geRwqWIiEgncq9PZHdm3t7eDBkyhOrqamw2Gz169LBva2lpwWKx4Ofnx/nz56moqGD58uX33LO4uBiAv/7rv25zu81m45NPPmmzV0FBAatWrcJkMrF+/XoiIyPb7bN79242b95M7969ycrKavOJ9K5Cl8VFRESkw8ycOZPGxkZ27drlsJ6Xl4fVamXatGkYhoGXlxfjx4+/536ffvopnp6e7V4SP3HiBDabzf4KolvOnj3L2rVrcXNzY+vWrbcNlkeOHGHLli306dOH7OzsLh0sQWcuRUREpAPFxcVhGAbZ2dlUVlYSGBhIaWkpeXl5+Pv7M3/+fFatWkVwcHCbl6nvVFVVFb6+vu2+a9IwDEaNGuX0KqFt27Zhs9kIDQ2ltraW/Px8p30jIiLw9PRk06ZNtLa2EhYWxpkzZzhz5oxTbVu/GPSwUrgUERGRDuPh4cH27dvZuXMnBw4coKCggL59+zJnzhySkpIwmUwUFRWxbNkyl/S7dOkSAQEB7W4/cuQIUVFRDmvNzc32X9UxDAPDMNrcNy8vj8uXL9vft7l//37279/fZm1XCpfdrFZr6/0eQkREpKuoq6tj4MCB93sMecB15r8j3XMpIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIdqqWlhffff5958+YRFhZGdHQ0GRkZ1NbWOtUWFxcTEhJCTU2N07aGhgaio6N588032+xz8eJF1q1bx4wZM5g0aRLPPvssv/71r7l27Vqb9RcuXCAkJITjx48D0NTUxI4dO5g9ezaTJk0iMjKSZcuWcerUKad9rVYrGzZs4JlnnmHSpElMnz6dlStXUllZeQffzMPB7X4PICIiIl1LRkYG+fn5hIeHExsbS1VVFXv37qWkpISdO3fy6KOP2mvNZjNDhw5l8ODBDsdoamoiPT29zUAK8OWXX/LCCy9w4cIFYmJiGDVqFEVFRfzrv/4rn376KVu3bnXaxzAMevbsyfjx42ltbWX58uUUFhYSGRnJ3LlzuXTpErm5uSQmJrJlyxZCQkIAsNlsJCcnU1FRQXR0NGPGjMFisZCbm8vRo0fJycnB39/fhd9g56ZwKSIiIh3m0KFD5OfnExsby4oVK+zrAQEBZGZm8sEHH7BgwQL7umEYTJo0yeEY5eXlvPrqq5SXl7fb58MPP8RisbBkyRL78WbPns26dev43e9+x5EjR5g4caLDPmazmeDgYNzd3Tl48CCFhYUsXLiQlJQUe01MTAxz585l48aN7NmzB4Ddu3dTXl7OypUrmTVrlr02KiqKRYsWsX37djZv3nwX39aDSZfFRUREpMPk5ubi5eXFkiVLHNanT5/OggULGDp0qH2trq6OsrIyQkND7WvvvPMO8fHx1NXVMW/evHb7fP755wBMnjzZYT0iIgKAM2fOOKxfv36doqIie69jx44BNwPp1/n6+hIYGEhFRQVWqxWAwsJC3N3diYmJcagdPXo0I0aM4MSJE+3O+TDSmUsREZFO5KuiV+73CO3yDNpyT/vfuHGDkpISgoOD8fLyAm5e3jaZTHh4eDgFTsMw8PT0ZMKECfa10tJSoqOjSUpKoqqqivfee6/NXsOGDQPgf/7nfxwuSVdVVQEwcOBAh/ri4mKuXr1qP5u5dOlSYmNj8fHxcTp2fX09AN273zxHt27dOurr6zGZTA51ra2tXLp0yV7XVShcioiIdCItVz673yN8ZywWCzabDT8/PwoKCsjJyaGsrAyTyURQUBDp6en2UAg3L1MHBQXh4eFhX8vIyLD//1ZQbMuzzz5LQUEBW7ZsoUePHgQEBHDy5El+85vf4O/vz//3//1/DvWGYTBy5Eh8fX0B8Pb2xtvb2+m4J0+e5NSpUwQEBNC7d28ABgwYwIABA5xqDx48yMWLFwkPD//2X9JDoGtFaREREblvGhoagJuXnNesWcPkyZPJyspi8eLFlJSUkJCQYH8qvLm5mePHjzvdb/n1oHk7PXv2JDk5mdbWVtLT03nmmWdYs2YN/fv355//+Z955JFHHOrNZrNTr79UW1vLmjVrAEhMTLxtbXl5ORs2bMBkMpGQkPCtZn5YKFyKiIhIh7j1CqDKykrWrVtHSkoKERERvPjii6xfv54rV66QnZ0NQElJCY2Njd8Y+Npz4MABlixZQmtrKy+//DIbNmzghRdeoK6ujsTERC5cuGCvrampoaqq6ra9LBYLycnJnDt3jvj4eKZMmdJubWlpKSkpKTQ0NJCWlsbjjz9+V5/hQaXL4iIiItIhPD09AfDx8WHq1KkO28LCwvD19bU/SGM2mxk+fDiDBg26q17bt2+nR48e5OTk2F9jNGXKFIKCgkhOTmbz5s386le/svfq1asX48aNa/NYp0+fJi0tjS+++IK4uDhSU1Pb7WsYBq+++ipXr14lLS2N2NjYu5r/QaZwKSIi0ol07z36fo/wnbl1P2O/fv3a3N6/f3/KysqAmyHt60+J3wmr1UptbS2hoaFO78cMDAxk2LBh9helw81wGRISgpubcyw6fPgwq1evxmazkZqaSnx8fLt9c3Nzef311+nevTuZmZk8/fTTdzX/g07hUkREpBO51yeyOzNvb2+GDBlCdXU1NpuNHj162Le1tLRgsVjw8/Pj/PnzVFRUsHz58rvq4+bmRrdu3WhpaWlz+40bN2htbQVuvgD9k08+abNXQUEBq1atwmQysX79eiIjI9vtuXv3bjZv3kzv3r3JysoiMDDwrmZ/GOieSxEREekwM2fOpLGxkV27djms5+XlYbVamTZtGoZh4OXlxfjx4++qR69evfirv/orjh8/ztmzZx22HTlyhOrqap566ikATpw4gc1mc3qh+tmzZ1m7di1ubm5s3br1tsHyyJEjbNmyhT59+pCdnd2lgyXozKWIiIh0oLi4OAzDIDs7m8rKSgIDAyktLSUvLw9/f3/mz5/PqlWrCA4ObvMy9be1YsUKEhMTSUxMZPbs2QwZMoSzZ8+Sl5dH//797fdNGobBqFGjnF4ltG3bNmw2G6GhodTW1pKfn+/UIyIiAk9PTzZt2kRraythYWGcOXPG6QXtADNmzLjrz/KgUbgUERGRDuPh4cH27dvZuXMnBw4coKCggL59+zJnzhySkpIwmUwUFRWxbNmye+ozcuRIdu7cyVtvvcX+/fu5fPky/fv350c/+hEvvvii/SXqR44cISoqymHf5uZm+6/qGIaBYRht9sjLy+Py5cv2923u37+f/fv3t1nblcJlN6vV2nq/hxAREekq6urqnH4dRuROdea/I91zKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiHaqlpYX333+fefPmERYWRnR0NBkZGdTW1jrVFhcXExISQk1NjdO2hoYGoqOjefPNN9vsc/78edauXcv06dOZMmUKCxcuJD8/v925Lly4QEhICMePHwegqamJHTt2MHv2bCZNmkRkZCTLli3j1KlTTvtarVY2bNjAM888w6RJk5g+fTorV66ksrLyW34rDw+3+z2AiIiIdC0ZGRnk5+cTHh5ObGwsVVVV7N27l5KSEnbu3Mmjjz5qrzWbzQwdOpTBgwc7HKOpqYn09PQ2AynAuXPnWLRoEZcuXeJHP/oRY8aM4cSJE6xdu5bPPvuMZcuWOe1jGAY9e/Zk/PjxtLa2snz5cgoLC4mMjGTu3LlcunSJ3NxcEhMT2bJlCyEhIQDYbDaSk5OpqKggOjqaMWPGYLFYyM3N5ejRo+Tk5ODv7+/Cb7BzU7gUERGRDnPo0CHy8/OJjY1lxYoV9vWAgAAyMzP54IMPWLBggX3dMAwmTZrkcIzy8nJeffVVysvL2+2zdetW6uvr+fnPf85zzz0HQGxsLN/73vfYtWsXU6ZMITAw0GEfs9lMcHAw7u7uHDx4kMLCQhYuXEhKSoq9JiYmhrlz57Jx40b27NkDwO7duykvL2flypXMmjXLXhsVFcWiRYvYvn07mzdvvotv68GkcCkiItKJvPn7zPs9QrsSf7Tmno+Rm5uLl5cXS5YscVifPn06VVVVDB061L5WV1dHWVkZL7/8sn3tnXfeITs7Gy8vL+bNm8d7773n1OP69esYhsH3v/99h7AHsGjRInbt2sW+ffscwuX169cpKirilVdeAeDYsWMAzJ4922F/X19fAgMD+e///m+sVive3t4UFhbi7u5OTEyMQ+3o0aMZMWIEJ06cuINv6MGncCkiItKJVNe1fzbuQXfjxg1KSkoIDg7Gy8sLuHl522Qy4eHh4RQ4DcPA09OTCRMm2NdKS0uJjo4mKSmJqqqqNsOl1WrFZrMxcuRIunXr5rDt0UcfpW/fvpw+fdphvbi4mKtXrzJx4kQAli5dSmxsLD4+Pk7Hr6+vB6B795uPrqxbt476+npMJpNDXWtrK5cuXbLXdRUKlyIiItIhLBYLNpsNPz8/CgoKyMnJoaysDJPJRFBQEOnp6QwbNsxebzabCQoKwsPDw76WkZFh/39VVVWbfTw9PQFobGx02nbjxg0aGhpoampyWDcMg5EjR+Lr6wuAt7c33t7eTvufPHmSU6dOERAQQO/evQEYMGAAAwYMcKo9ePAgFy9eJDw8/HZfy0Ona0VpERERuW8aGhqAm5ec16xZw+TJk8nKymLx4sWUlJSQkJBgfyq8ubmZ48ePO91v+fWg2Z5evXrh7+/PyZMnOXfunMO2Q4cO0dzcjM1mc1g3m81Ovf5SbW0ta9bcvDUgMTHxtrXl5eVs2LABk8lEQkLCN878MFG4FBERkQ5x7do1ACorK1m3bh0pKSlERETw4osvsn79eq5cuUJ2djYAJSUlNDY2fmPga09iYiI2m42XX36ZI0eOYLFY+I//+A9++ctf0rt3b9zc/t/F25qaGqqqqm7by2KxkJyczLlz54iPj2fKlCnt1paWlpKSkkJDQwNpaWk8/vjjd/UZHlS6LC4iItKJfH/gw/vKmluXq318fJg6darDtrCwMHx9fe0P0pjNZoYPH86gQYPuqtfUqVNZvXo1W7ZssT8Q1KdPH15++WU++ugjhyfNzWYzvXr1Yty4cW0e6/Tp06SlpfHFF18QFxdHampqu30Nw+DVV1/l6tWrpKWlERsbe1fzP8gULkVERDoRVzyR3Vndup+xX79+bW7v378/ZWVlwM2QFhoaek/9Zs6cyfTp0zl79izdu3dn5MiReHh48NZbbzFkyBB7ndlsJiQkxOFs5i2HDx9m9erV2Gw2UlNTiY+Pb7dfbm4ur7/+Ot27dyczM5Onn376nuZ/UOmyuIiIiHQIb29vhgwZQnV1tdM9jy0tLVgsFvz8/Dh//jwVFRV3fUkcbobT/Px8evTowdixYxkzZgweHh78z//8D+fPn+fJJ58Ebr4A/ZNPPmkzyBYUFPDzn/+clpYW1q9ff9tguXv3bl577TW8vLz453/+5y4bLEHhUkRERDrQzJkzaWxsZNeuXQ7reXl5WK1Wpk2bhmEYeHl5MX78+Lvu83/+z/8hIyODzz//3L52/fp1tm3bRo8ePezvrzxx4gQ2m83+CqJbzp49y9q1a3Fzc2Pr1q1ERka22+vIkSNs2bKFPn36kJ2d7fRy9q5Gl8VFRESkw8TFxWEYBtnZ2VRWVhIYGEhpaSl5eXn4+/szf/58Vq1aRXBwcJuXqb+t+fPn81//9V8sXbqUOXPm8Mgjj5Cfn8+pU6dYtWqV/dVBhmEwatQop1cJbdu2DZvNRmhoKLW1tW3+JnlERASenp5s2rSJ1tZWwsLCOHPmDGfOnHGqnTFjxl1/lgeNwqWIiIh0GA8PD7Zv387OnTs5cOAABQUF9O3blzlz5pCUlITJZKKoqKjN3/6+E/7+/uzYsYPs7GzeffddWlpaGDVqFNu2beOpp56y1x05coSoqCiHfZubm+2/qmMYBoZhtNkjLy+Py5cv29+3uX//fvbv399mbVcKl92sVmvr/R5CRESkq6irq2PgwIH3ewx5wHXmvyPdcykiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi7jdr8HEBERka6lpaWFvXv3kpeXR3V1NX369CE4OJjk5GR8fHwcaouLi0lKSmLfvn0MHjwYq9XKW2+9xR/+8Afq6uro1asXTz75JElJSTz22GMO+zY1NfHuu+9y8OBB6urq8PX15dlnn2Xu3LmYTCanuS5cuMDMmTN54403CA4OpqmpibfffpuPP/6Yc+fO4enpybhx40hISGDs2LEO+97JXA87hUsRERHpUBkZGeTn5xMeHk5sbCxVVVXs3buXkpISdu7cyaOPPmqvNZvNDB06lMGDB2Oz2UhOTqaiooLo6GjGjBmDxWIhNzeXo0ePkpOTg7+/P3AzwP785z/nyJEjzJw5kyeeeILCwkK2bdvG559/zj/8wz84zWUYBj179mT8+PG0trayfPlyCgsLiYyMZO7cuVy6dInc3FwSExPZsmULISEhAHc0V1egcCkiIiId5tChQ+Tn5xMbG8uKFSvs6wEBAWRmZvLBBx+wYMEC+7phGEyaNAmA3bt3U15ezsqVK5k1a5a9JioqikWLFrF9+3Y2b94MwH/+539iNptZsmSJ/XizZs3il7/8Jfv27SMmJsbp7KPZbCY4OBh3d3cOHjxIYWEhCxcuJCUlxV4TExPD3Llz2bhxI3v27LnjuboC3XMpIiIiHSY3NxcvLy+WLFnisD59+nQWLFjA0KFD7Wt1dXWUlZURGhoKQGFhIe7u7sTExDjsO3r0aEaMGMGJEyfsa7///e9xd3fnxz/+sUPt3/3d3wGwf/9+h/Xr169TVFRk73Xs2DEAZs+e7VDn6+tLYGAgFRUVWK3WO56rK9CZSxERkU7kww8/vN8jtOuZZ565p/1v3LhBSUkJwcHBeHl5ATfvizSZTHh4eDgFTsMw8PT0ZMKECQCsW7eO+vp6p/slW1tbuXTpEt27/79zZqdOncLf3x9PT0+H2sGDB9O3b1/+9Kc/OawXFxdz9epVJk6cCMDSpUuJjY11ugcUoL6+HsDe707m6goULkVERDqR2tra+z3Cd8ZisWCz2fDz86OgoICcnBzKysowmUwEBQWRnp7OsGHD7PVms5mgoCA8PDwAGDBgAAMGDHA67sGDB7l48SLh4eHAzcB65coVeyj9Sz4+PlgsFoc1wzAYOXIkvr6+AHh7e+Pt7e2078mTJzl16hQBAQH07t37jubqKrpWlBYREZH7pqGhAbh5yXnNmjVMnjyZrKwsFi9eTElJCQkJCdTU1ADQ3NzM8ePH7fdbtqe8vJwNGzZgMplISEgA4MsvvwSgZ8+ebe7zyCOP8NVXXzmsmc3mb+xVW1vLmjVrAEhMTLzjuboKhUsRERHpENeuXQOgsrKSdevWkZKSQkREBC+++CLr16/nypUrZGdnA1BSUkJjY+NtA19paSkpKSk0NDSQlpbG448/Dty8HP31f/9Sa2urwyXsmpoaqqqqbtvLYrGQnJzMuXPniI+PZ8qUKXc8V1ehcCkiIiId4tb9jz4+PkydOtVhW1hYGL6+vvYHacxmM8OHD2fQoEFtHsswDF566SWsVitpaWnExsbat906Y9nU1NTmvk1NTfZ7Pm/16tWrF+PGjWuz/vTp0yQkJFBdXU1cXBypqantfsbbzdVV6J5LERGRTqStB0geFrfuZ+zXr1+b2/v3709ZWRlwM6TdenL7L+Xm5vL666/TvXt3MjMzefrppx22e3l54e3t3e79q7W1tQ6h1Ww2ExISgpubcyw6fPgwq1evxmazkZqaSnx8fLuf75vm6ioULkVERDqRe30iuzPz9vZmyJAhVFdXY7PZ6NGjh31bS0sLFosFPz8/zp8/T0VFBcuXL3c6xu7du9m8eTO9e/cmKyuLwMDANns98cQTFBUV0dTUxCOPPGJfr6mpwWq12oOfzWbjk08+abNXQUEBq1atwmQysX79eiIjI9v9bN92rq5Al8VFRESkw8ycOZPGxkZ27drlsJ6Xl4fVamXatGkYhoGXlxfjx493qDly5AhbtmyhT58+ZGdn3zbA/c3f/A02m83+ovNbdu7cCUB0dDQAJ06cwGaz2V9BdMvZs2dZu3Ytbm5ubN269bbB8k7m6gp05lJEREQ6TFxcHIZhkJ2dTWVlJYGBgZSWlpKXl4e/vz/z589n1apVBAcHO12m3rRpE62trYSFhXHmzBnOnDnjdPwZM2YAN1/K/uGHH/Iv//IvWCwWxowZw9GjR/nP//xP5syZww9+8APg5uX3UaNGOb1KaNu2bdhsNkJDQ6mtrSU/P9+pV0REBJ6ennc0V1fQzWq1tv0olYiIiLhcXV0dAwcOvN9j3FdNTU3s3LmTAwcOcOHCBfr27cvUqVNJSkqiR48eREVFsWzZMp599ln7PufPn3f6BZy23HogCOCrr77irbfe4qOPPsJqteLn58esWbP4yU9+Yn+x+ezZs4mKiiI5Odm+X3NzM1OmTOH69eu37ZWXl0f37t3veC5X6Mx/RwqXIiIiHagzhwJ5cHTmvyPdcykiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIh2qpaWF999/n3nz5hEWFkZ0dDQZGRnU1tY61RYXFxMSEkJNTQ0AVquVDRs28MwzzzBp0iSmT5/OypUrqaysvG1Pi8XClClT2L9/f7s1Fy5cICQkhOPHjwPQ1NTEjh07mD17NpMmTSIyMpJly5Zx6tQpp33vdq6Hkdv9HkBERES6loyMDPLz8wkPDyc2Npaqqir27t1LSUkJO3fu5NFHH7XXms1mhg4dyuDBg7HZbCQnJ1NRUUF0dDRjxozBYrGQm5vL0aNHycnJwd/f36lffX09y5Yt46uvvrrtXIZh0LNnT8aPH09rayvLly+nsLCQyMhI5s6dy6VLl8jNzSUxMZEtW7YQEhICcNdzPawULkVERKTDHDp0iPz8fGJjY1mxYoV9PSAggMzMTD744AMWLFhgXzcMg0mTJgGwe/duysvLWblyJbNmzbLXREVFsWjRIrZv387mzZsd+hUXF7NmzRouXLjwjbOZzWaCg4Nxd3fn4MGDFBYWsnDhQlJSUuw1MTExzJ07l40bN7Jnz567nuthpsviIiIi0mFyc3Px8vJiyZIlDuvTp09nwYIFDB061L5WV1dHWVkZoaGhABQWFuLu7k5MTIzDvqNHj2bEiBGcOHHCYT0rK4ukpCRaW1sdQl9brl+/TlFRkb3XsWPHAJg9e7ZDna+vL4GBgVRUVGC1Wu9qroedzlyKiIh0Inue/V/3e4R2/SQv7p72v3HjBiUlJQQHB+Pl5QXcvK/RZDLh4eHhFDgNw8DT05MJEyYAsG7dOurr6zGZTA51ra2tXLp0ie7dHc+ZnT17lvj4eBYvXsyhQ4fYt29fu7MVFxdz9epVJk6cCMDSpUuJjY3Fx8fHqba+vh7A3u9O53rYKVyKiIh0IueLz93vEb4zFosFm82Gn58fBQUF5OTkUFZWhslkIigoiPT0dIYNG2avN5vNBAUF4eHhAcCAAQMYMGCA03EPHjzIxYsXCQ8Pd1h/44037Pt+E8MwGDlyJL6+vgB4e3vj7e3tVHfy5ElOnTpFQEAAvXv3vqu5HnZdK0qLiIjIfdPQ0ADcvOS8Zs0aJk+eTFZWFosXL6akpISEhAT7U+HNzc0cP37cfr9le8rLy9mwYQMmk4mEhASHbd82WMLNIPtNvWpra1mzZg0AiYmJdz3Xw07hUkRERDrEtWvXAKisrGTdunWkpKQQERHBiy++yPr167ly5QrZ2dkAlJSU0NjYeNvAV1paSkpKCg0NDaSlpfH444/f1Vw1NTVUVVXdtpfFYiE5OZlz584RHx/PlClTvvO5HlQKlyIiItIhPD09AfDx8WHq1KkO28LCwvD19bU/SGM2mxk+fDiDBg1q81iGYfDSSy9htVpJS0sjNjb2rucym8306tWLcePGtbn99OnTJCQkUF1dTVxcHKmpqe0ey5VzPah0z6WIiEgn8r0JbYeph8Gt+xn79evX5vb+/ftTVlYG3Axpt57c/ku5ubm8/vrrdO/enczMTJ5++ul7mstsNhMSEoKbm3MsOnz4MKtXr8Zms5Gamkp8fHy7x3H1XA8qhUsREZFO5F6fyO7MvL29GTJkCNXV1dhsNnr06GHf1tLSgsViwc/Pj/Pnz1NRUcHy5cudjrF79242b95M7969ycrKIjAw8J5mstlsfPLJJ232KigoYNWqVZhMJtavX09kZGS7x3H1XA8yXRYXERGRDjNz5kwaGxvZtWuXw3peXh5Wq5Vp06ZhGAZeXl6MHz/eoebIkSNs2bKFPn36kJ2d7ZIAd+LECWw2m/0VRLecPXuWtWvX4ubmxtatW28bLL+LuR5kOnMpIiIiHSYuLg7DMMjOzqayspLAwEBKS0vJy8vD39+f+fPns2rVKoKDg50uU2/atInW1lbCwsI4c+YMZ86ccTr+jBkz7mgewzAYNWqU06uEtm3bhs1mIzQ0lNraWvLz8532jYiIwNPT8zuZ60GmcCkiIiIdxsPDg+3bt7Nz504OHDhAQUEBffv2Zc6cOSQlJWEymSgqKmLZsmUO+50/f56qqioA9u/fz/79+9s8/p2GuCNHjhAVFeWw1tzcbP9VHcMwMAyjzX3z8vK4fPnydzLXg6yb1Wptvd9DiIiIdBV1dXUMHDjwfo8hD7jO/Hekey5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGXc7vcAIiIi0rW0tLSwd+9e8vLyqK6upk+fPgQHB5OcnIyPj49DbXFxMUlJSezbt4/BgwdjtVp56623+MMf/kBdXR29evXiySefJCkpiccee8xh33PnzvHmm29SWFjIpUuX6Nu3LxMnTuSll15i4MCBTnNduHCBmTNn8sYbbxAcHExTUxNvv/02H3/8MefOncPT05Nx48aRkJDA2LFjHfa9k7kedgqXIiIi0qEyMjLIz88nPDyc2NhYqqqq2Lt3LyUlJezcuZNHH33UXms2mxk6dCiDBw/GZrORnJxMRUUF0dHRjBkzBovFQm5uLkePHiUnJwd/f38ALl26REJCAg0NDcyaNYvHHnuM8vJy8vLyKCws5J133mHAgAEOcxmGQc+ePRk/fjytra0sX76cwsJCIiMjmTt3LpcuXSI3N5fExES2bNlCSEgIwB3N1RUoXIqIiEiHOXToEPn5+cTGxrJixQr7ekBAAJmZmXzwwQcsWLDAvm4YBpMmTQJg9+7dlJeXs3LlSmbNmmWviYqKYtGiRWzfvp3NmzcD8Otf/5qLFy+ydetWJk6caK996qmnSE9P51//9V8d+sPNIBscHIy7uzsHDx6ksLCQhQsXkpKSYq+JiYlh7ty5bNy4kT179tzxXF2B7rkUERGRDpObm4uXlxdLlixxWJ8+fToLFixg6NCh9rW6ujrKysoIDQ0FoLCwEHd3d2JiYhz2HT16NCNGjODEiRP2tcLCQgYPHuwQLAHCw8Pp1auXQy3A9evXKSoqsvc6duwYALNnz3ao8/X1JTAwkIqKCqxW6x3P1RXozKWIiEgnMm1/7f0eoV3/J9rnm4tu48aNG5SUlBAcHIyXlxcATU1NmEwmPDw8nAKnYRh4enoyYcIEANatW0d9fT0mk8mhrrW1lUuXLtG9+/87Z5adnc3Vq1edZvjqq6/46quvHGrh5r2dV69etYfRpUuXEhsb63QPKEB9fT2A/Rh3MldXoHApIiLSiRyvu36/R/jOWCwWbDYbfn5+FBQUkJOTQ1lZGSaTiaCgINLT0xk2bJi93mw2ExQUhIeHBwADBgxwuk8S4ODBg1y8eJHw8HD7mq+vb5sz7N69mxs3bhAUFOSwbhgGI0eOtO/n7e2Nt7e30/4nT57k1KlTBAQE0Lt37zueqyvoWlFaRERE7puGhgbg5iXnNWvWMHnyZLKysli8eDElJSUkJCRQU1MDQHNzM8ePH7ffb9me8vJyNmzYgMlkIiEh4ba1x48f5ze/+Q1eXl7ExcU5bDObzd/Yq7a2ljVr1gCQmJjosrkeNgqXIiIi0iGuXbsGQGVlJevWrSMlJYWIiAhefPFF1q9fz5UrV8jOzgagpKSExsbG2wa+0tJSUlJSaGhoIC0tjccff7zd2qNHj5KWlkZLSwsZGRkOZzZramqoqqq6bS+LxUJycjLnzp0jPj6eKVOmuGSuh5HCpYiIiHQIT09PAHx8fJg6darDtrCwMHx9fe0P0pjNZoYPH86gQYPaPJZhGLz00ktYrVbS0tKIjY1tt++///u/87Of/YwbN27wT//0T06Xqc1mM7169WLcuHFt7n/69GkSEhKorq4mLi6O1NTUdnvdyVwPK91zKSIi0okED3S/3yN8Z26dLezXr1+b2/v3709ZWRlwM6TdenL7L+Xm5vL666/TvXt3MjMzefrpp9vtuWPHDt5++2169erFa6+9RnBwsFON2WwmJCQENzfnWHT48GFWr16NzWYjNTWV+Pj4dnvdyVwPM4VLERGRTuRen8juzLy9vRkyZAjV1dXYbDZ69Ohh39bS0oLFYsHPz4/z589TUVHB8uXLnY6xe/duNm/eTO/evcnKyiIwMLDdfps2beK3v/0t3/ve99i8eXObLzK32Wx88sknbfYqKChg1apVmEwm1q9fT2RkZLu97mSuh50ui4uIiEiHmTlzJo2NjezatcthPS8vD6vVyrRp0zAMAy8vL8aPH+9Qc+TIEbZs2UKfPn3Izs6+bYDbt28fv/3tbxkyZMhtfyHnxIkT2Gw2p/dhnj17lrVr1+Lm5sbWrVtvGyzvZK6uQGcuRUREpMPExcVhGAbZ2dlUVlYSGBhIaWkpeXl5+Pv7M3/+fFatWkVwcLDTZepNmzbR2tpKWFgYZ86c4cyZM07HnzFjBl999RVvvPEGABEREXzyySdOdZ6enkRERGAYBqNGjXJ6ldC2bduw2WyEhoZSW1tLfn6+0zEiIiLw9PT81nN1Fd2sVmvr/R5CRESkq6irq2PgwIH3e4z7qqmpiZ07d3LgwAEuXLhA3759mTp1KklJSfTo0YOoqCiWLVvGs88+a9/n/PnzTr+A05Zjx45x4sQJXnrppdvWDRo0iA8//JDZs2cTFRVFcnKyfVtzczNTpkzh+vXbv3M0Ly+P7t27f+u5XKkz/x0pXIqIiHSgzhwK5MHRmf+OdM+liIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jNv9HkBERES6lpaWFvbu3UteXh7V1dX06dOH4OBgkpOT8fHxcagtLi4mKSmJffv2MXjwYKxWK2+99RZ/+MMfqKuro1evXjz55JMkJSXx2GOPOexbX1/Pm2++yZEjR6ivr+f73/8+s2fP5rnnnqNbt25Oc124cIGZM2fyxhtvEBwcTFNTE2+//TYff/wx586dw9PTk3HjxpGQkMDYsWMd9r2TuR52CpciIiLSoTIyMsjPzyc8PJzY2FiqqqrYu3cvJSUl7Ny5k0cffdReazabGTp0KIMHD8Zms5GcnExFRQXR0dGMGTMGi8VCbm4uR48eJScnB39/fwC+/PJLkpKSOH/+PLGxsQwZMoQjR47w2muvUV5ezooVK5zmMgyDnj17Mn78eFpbW1m+fDmFhYVERkYyd+5cLl26RG5uLomJiWzZsoWQkBCAO5qrK1C4FBERkQ5z6NAh8vPziY2NdQh4AQEBZGZm8sEHH7BgwQL7umEYTJo0CYDdu3dTXl7OypUrmTVrlr0mKiqKRYsWsX37djZv3gzAe++9R1VVFb/4xS+YNm0aALNnzyYtLY3c3Fyef/55hg4d6jCb2WwmODgYd3d3Dh48SGFhIQsXLiQlJcVeExMTw9y5c9m4cSN79uy547m6At1zKSIiIh0mNzcXLy8vlixZ4rA+ffp0FixY4BD46urqKCsrIzQ0FIDCwkLc3d2JiYlx2Hf06NGMGDGCEydO2NeuXbvGmDFjiIyMdKh96qmnaG1tpbS01GH9+vXrFBUV2XsdO3YMuBlIv87X15fAwEAqKiqwWq13PFdXoDOXIiIinYhnZso3F90nX635l3va/8aNG5SUlBAcHIyXlxcATU1NmEwmPDw8nAKnYRh4enoyYcIEANatW0d9fT0mk8mhrrW1lUuXLtG9+/87Z/bTn/60zRluhUo/Pz+H9eLi4v8/e/cfF2WZ73/8JaA0gYA/OWqLmemamikKpqToAXUtJU22ZKHFxCAsSVM667roSh231Uzy1HrY2HXX0/l63CLRbZfseDzaNqMoAnpYU8DAkEGhdNTIGUTm+4cPZ3eawbImYOX9/GfX6/rc1/25J/54P677vmf44osvGDduHACLFi0iNjbW5RlQuPYsJ+A438301REoXIqIiLQj3iePtXUL3xmz2YzNZqNv377s2bOHnJwcKioq8Pb2ZsyYMSxbtoz+/fs76k0mE2PGjKFLly4A9OzZk549e7qsu2vXLj799FMmTpzo9ryXL1+mpqaGP//5z/zxj38kMjKSYcOGOdUYjUbuvvtugoODAQgKCiIoKMhlrSNHjlBaWsqgQYMICAj4Vn3dqjpWlBYREZE2c+nSJeDaLeeVK1fywAMPsHbtWubPn09JSQlJSUnU1NQA0NTUxKFDhxzPW7bk5MmTrFu3Dm9vb5KSktzW/Pu//zs/+tGPePPNN/ne977H4sWLXWpMJtNXnquuro6VK1cCkJyc/K37ulUpXIqIiEiraGxsBKCqqooXXniBhQsXMmnSJJ588knWrFnDxYsXyc7OBqCkpISGhoYbBr4TJ06wcOFCLl26xNKlS7nnnnvc1j3wwAO8/PLLPP3001y4cIGEhASOHfvbDnFNTQ2nTp264bnMZjOpqanU1taSkJBAZGTkt+7rVqVwKSIiIq3CYDAA0Lt3byZPnuw0N2HCBIKDgx0v0phMJgYMGECfPn3crmU0GnnqqaewWCwsXbqU2NjYFs8bFhbGxIkTSUxM5PXXX8dqtfJv//ZvjnmTyYS/vz8jRoxwe/yxY8dISkqiurqa+Ph40tLSWjzXzfR1q9IzlyIiIu3I1YFD27qF78z15xm7d+/udr5Hjx5UVFQA10La9Te3vyw3N5eXX34ZLy8vMjMzmTZt2tfu4fvf/z4DBgzgo48+coyZTCbCw8Px8XGNRfv27SMjIwObzUZaWhoJCQktrv1t+rqVKFyKiIi0I9/2jez2LCgoiDvuuIPq6mpsNhu+vr6OuebmZsxmM3379uXMmTNUVlaSnp7ussbWrVvZsGEDAQEBrF27ltDQUJcau93O448/TpcuXfjtb3/rMt/Q0OA4t81m4/Dhw27PtWfPHlasWIG3tzdr1qxx+Vqjm+2ro9BtcREREWk1M2fOpKGhgTfffNNpPC8vD4vFwpQpUzAajfj5+TFy5Einmv3795OVlUVgYCDZ2dktBrhOnTrRq1cvSktLOXDggNPce++9R21tLZMmTQKgqKgIm83m+Aqi68rLy1m1ahU+Pj68+uqrNwyWX7evjkI7lyIiItJq4uPjMRqNZGdnU1VVRWhoKCdOnCAvL4+BAwfy+OOPs2LFCsLCwlxuU7/yyivY7XYmTJhAWVkZZWVlLutPnz4dgMWLF/N///d//Mu//Atz5szhjjvu4K9//St/+tOf6N+/P6mpqcC12++DBw92+SqhjRs3YrPZiIiIoK6ujvz8fJdzTZo0CYPBcFN9dQSdLBaLva2bEBER6Sjq6+vp1atXW7fRpqxWK1u2bOG9997j7NmzdOvWjcmTJ5OSkoKvry/R0dEsWbKEWbNmOY45c+aMyy/guHP9hSC49hb4v//7v1NQUMClS5cIDg7mn//5n5k/fz7+/v7AtV/giY6OdoRNuPY1SJGRkVy5cuWG58rLy8PLy+um+/KE9vx3pHApIiLSitpzKJB/HO3570jPXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiISKtqbm7mD3/4Az/60Y+YMGECM2bMYPXq1dTV1bnUFhcXEx4eTk1NDQAWi4V169bx8MMPM378eKZOncry5cupqqr6yvP+7Gc/Izw8HLPZ7Hb+7NmzhIeHc+jQIQCsViubNm1izpw5jB8/nqioKJYsWUJpaanLsd+mr1uNT1s3ICIiIh3L6tWryc/PZ+LEicTGxnLq1CnefvttSkpK2LJlC127dnXUmkwmQkJC6NevHzabjdTUVCorK5kxYwZDhw7FbDaTm5vLgQMHyMnJYeDAgW7P+ec//5n333//hn0ZjUZuv/12Ro4cid1uJz09nYKCAqKiooiLi+P8+fPk5uaSnJxMVlYW4eHhAN+qr1uRwqWIiIi0mr1795Kfn09sbCzPP/+8Y3zQoEFkZmbyzjvvkJiY6Bg3Go2MHz8egK1bt3Ly5EmWL1/O7NmzHTXR0dE88cQTvPbaa2zYsMHlnGazmXXr1tGlSxcaGxtb7M1kMhEWFkbnzp3ZtWsXBQUFzJs3j4ULFzpqYmJiiIuLY/369Wzbtu1b9XWr0m1xERERaTW5ubn4+fnx9NNPO41PnTqVxMREQkJCHGP19fVUVFQQEREBQEFBAZ07dyYmJsbp2CFDhnDXXXdRVFTkcr6rV6+yatUq7rjjDiZPntxiX1euXKGwsNBxroMHDwIwZ84cp7rg4GBCQ0OprKzEYrF8475uZdq5FBERaUcuFy5u6xZaZBiT9a2Ov3r1KiUlJYSFheHn5wdce67R29ubLl26uAROo9GIwWBg1KhRALzwwgucO3cOb29vpzq73c758+fx8nLdM/vd737H8ePH+f3vf89//Md/tNhbcXExX3zxBePGjQNg0aJFxMbG0rt3b5fac+fOATjO9036upUpXIqIiLQjzRePt3UL3xmz2YzNZqNv377s2bOHnJwcKioq8Pb2ZsyYMSxbtoz+/fs76k0mE2PGjKFLly4A9OzZk549e7qsu2vXLj799FMmTpzoNF5aWkpOTg6LFy/mrrvuumFvRqORu+++m+DgYACCgoIICgpyqTty5AilpaUMGjSIgICAb9TXra5jRWkRERFpM5cuXQKu3XJeuXIlDzzwAGvXrmX+/PmUlJSQlJTkeCu8qamJQ4cOOZ63bMnJkydZt24d3t7eJCUlOca/+OILVq1axejRo3n00Ue/sjeTyfSV56qrq2PlypUAJCcnf6O+OgLtXIqIiEiruP4yTVVVFb/85S8dz0BOmjSJIUOGsHTpUrKzs8nMzKSkpISGhoYbBr4TJ06QlpbGpUuXeP7557nnnnscc+vXr+fChQts2rSJTp063bCvmpoaTp06dcNzmc1mFi1aRG1tLQkJCURGRn6jvjoC7VyKiIhIqzAYDAD07t3b5eWaCRMmEBwc7HiRxmQyMWDAAPr06eN2LaPRyFNPPYXFYmHp0qXExsY65v73f/+XP/7xjzz11FN06dIFi8WCxWLhypUrwLUd1Osv41w/l7+/PyNGjHB7rmPHjpGUlER1dTXx8fGkpaW1eI036quj0M6liIhIO+IVMKStW/jOXH+esXv37m7ne/ToQUVFBXAtpF1/c/vLcnNzefnll/Hy8iIzM5Np06Y5zX/wwQcArF27lrVr17oc//jjjwM4Bdnw8HB8fFxj0b59+8jIyMBms5GWlkZCQkKL1/dVfXUUCpciIiLtyLd9I7s9CwoK4o477qC6uhqbzYavr69jrrm5GbPZTN++fTlz5gyVlZWkp6e7rLF161Y2bNhAQEAAa9euJTQ01KXm8ccfZ/r06S7j//Ef/0FBQQGZmZmOgGuz2Th8+LDbc+3Zs4cVK1bg7e3NmjVriIqKavHavk5fHYXCpYiIiLSamTNnsmnTJt58802nF13y8vKwWCz88Ic/xGg04ufnx8iRI52O3b9/P1lZWQQGBvLv//7vLf7qzV133eX27fD8/HwARowYQd++fQEoKirCZrM5voLouvLyclatWoWPjw9ZWVmMHj26xWv6un11FAqXIiIi0mri4+MxGo1kZ2dTVVVFaGgoJ06cIC8vj4EDB/L444+zYsUKwsLCXG5Tv/LKK9jtdiZMmEBZWRllZWUu67vbsbwRo9HI4MGDXb5KaOPGjdhsNiIiIqirq3ME0783adIkDAbDd9LXPzKFSxEREWk1Xbp04bXXXmPLli2899577Nmzh27duvHDH/6QlJQUvL29KSwsZMmSJU7HnTlzhlOnTgHw7rvv8u6777pd/2ZD3P79+4mOjnYaa2pqcvyqjtFoxGg0uj02Ly+PCxcufCd9/SPrZLFY7G3dhIiISEdRX19Pr1692roN+QfXnv+O9FVEIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxPm3dgIiIiHQszc3NvP322+Tl5VFdXU1gYCBhYWGkpqbSu3dvp9ri4mJSUlLYvn07/fr1w2Kx8MYbb/Dhhx9SX1+Pv78/o0ePJiUlhTvvvNPp2N/85jdkZ2e77WHBggUkJyc7jZ09e5aZM2fy+uuvExYWhtVqZfPmzezevZva2loMBgMjRowgKSmJ4cOHOx17M33d6hQuRUREpFWtXr2a/Px8Jk6cSGxsLKdOneLtt9+mpKSELVu20LVrV0etyWQiJCSEfv36YbPZSE1NpbKykhkzZjB06FDMZjO5ubkcOHCAnJwcBg4c6Di2oqICg8HAT37yE5ce7r77bpcxo9HI7bffzsiRI7Hb7aSnp1NQUEBUVBRxcXGcP3+e3NxckpOTycrKIjw8HOCm+7rVKVyKiIhIq9m7dy/5+fnExsby/PPPO8YHDRpEZmYm77zzDomJiY5xo9HI+PHjAdi6dSsnT55k+fLlzJ4921ETHR3NE088wWuvvcaGDRsc4+Xl5dx1111Mnz79a/VmMpkICwujc+fO7Nq1i4KCAubNm8fChQsdNTExMcTFxbF+/Xq2bdv2jfq61emZSxEREWk1ubm5+Pn58fTTTzuNT506lcTEREJCQhxj9fX1VFRUEBERAUBBQQGdO3cmJibG6dghQ4Zw1113UVRU5BizWq2cPn2au+6662v1deXKFQoLCx3nOnjwIABz5sxxqgsODiY0NJTKykosFstN99URaOdSRESkHfn1nzLbuoUWJT+08lsdf/XqVUpKSggLC8PPzw+4FgK9vb3p0qWLS+A0Go0YDAZGjRoFwAsvvMC5c+fw9vZ2qrPb7Zw/fx4vr7/tmZ08eZLm5mbH7WibzYa3tzc+Pu6jT3FxMV988QXjxo0DYNGiRcTGxro8Awpw7tw5AMf5bqavjkDhUkREpB2prj/Z1i18Z8xmMzabjb59+7Jnzx5ycnKoqKjA29ubMWPGsGzZMvr37++oN5lMjBkzhi5dugDQs2dPevbs6bLurl27+PTTT5k4caJjrLy8HIATJ07w6KOPcurUKby8vBg5ciSLFy/m+9//vtMaRqORu+++m+DgYACCgoIICgpyOdeRI0coLS1l0KBBBAQE3HRfHUHHitIiIiLSZi5dugRcu+W8cuVKHnjgAdauXcv8+fMpKSkhKSmJmpoaAJqamjh06JDjecuWnDx5knXr1uHt7U1SUpJj/Hq4LCkpYc6cOaxbt46kpCSOHz/Ok08+ybFjx5zWMZlMX3muuro6Vq68tnv75TfNv25fHYF2LkVERKRVNDY2AlBVVcUvf/lLJk+eDMCkSZMYMmQIS5cuJTs7m8zMTEpKSmhoaLhh4Dtx4gRpaWlcunSJ559/nnvuuccxd//99+Pn58ePfvQjxw7kxIkTGT9+PElJSbzyyivk5OQAUFNTw6lTp254LrPZzKJFi6itrSUhIYHIyMhv1FdHoHApIiIircJgMADQu3dvR7C8bsKECQQHBztepDGZTAwYMIA+ffq4XctoNPKzn/2ML774gqVLlxIbG+uy3oQJE1yOGzp0KPfeey9HjhyhoaEBPz8/TCYT/v7+jBgxwu25jh07xtKlS/nss8+Ij48nLS2txWv8qr46AoVLERGRduR7vW7d70O8/jxj9+7d3c736NGDiooK4FpIu/7m9pfl5uby8ssv4+XlRWZmJtOmTbupPrp3747dbufy5cuOcBkeHu72ZZ99+/aRkZGBzWYjLS2NhISEFtf9tn3dKhQuRURE2pFv+0Z2exYUFMQdd9xBdXU1NpsNX19fx1xzczNms5m+ffty5swZKisrSU9Pd1lj69atbNiwgYCAANauXUtoaKhLjd1u54knngDgd7/7nct8ZWUlfn5+dOvWDZvNxuHDh92ea8+ePaxYsQJvb2/WrFlDVFRUi9f2dfrqKPRCj4iIiLSamTNn0tDQwJtvvuk0npeXh8ViYcqUKRiNRvz8/Bg5cqRTzf79+8nKyiIwMJDs7OwWA1ynTp0IDAzk2LFj7Nu3z2nuT3/6E5WVlUyfPh1vb2+Kioqw2WyOryC6rry8nFWrVuHj48Orr756w2D5dfvqKLRzKSIiIq0mPj4eo9FIdnY2VVVVhIaGcuLECfLy8hg4cCCPP/44K1asICwszOU29SuvvILdbmfChAmUlZVRVlbmsv71X+N59tlnKS0t5Wc/+xmzZ8/mzjvv5K9//St/+tOfuOuuu0hNTQWu3X4fPHiwy1cJbdy4EZvNRkREBHV1deTn57uca9KkSRgMhpvqqyPoZLFY7G3dhIiISEdRX19Pr1692rqNNmW1WtmyZQvvvfceZ8+epVu3bkyePJmUlBR8fX2Jjo5myZIlzJo1y3HMmTNnXH4Bx53rLwQBnD59muzsbA4ePMilS5fo1asXUVFRPPHEE47fL58zZw7R0dGOsAnXvgYpMjKSK1eu3PBceXl5eHl53XRfntCe/44ULkVERFpRew4F8o+jPf8d6ZlLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYn7ZuQERERDqW5uZm3n77bfLy8qiuriYwMJCwsDBSU1Pp3bu3U21xcTEpKSls376dfv36YbFYeOONN/jwww+pr6/H39+f0aNHk5KSwp133ulyrvfee48//OEPVFRUcPvttzNixAiefvpp+vfv71J79uxZZs6cyeuvv05YWBhWq5XNmzeze/duamtrMRgMjBgxgqSkJIYPH+507M32dSvrZLFY7G3dhIiISEdRX19Pr1692rqNNrVq1Sry8/OZOHEi48eP59SpU7z99tv07t2bLVu20LVrV0ft66+/zv/+7//y9ttvY7PZmDdvHpWVlcyYMYOhQ4diNpvJzc0FICcnh4EDBzqOzc7O5je/+Q2jRo1iypQpfPrpp2zbtg1vb2+2bNlC3759nfp655132LhxI//93/+Nj48PaWlpFBQUEBUVxejRozl//jy5ublcvHiRrKwswsPDAW66L09oz39H2rkUERGRVrN3717y8/OJjY3l+eefd4wPGjSIzMxM3nnnHRITEx3jRqOR8ePHA7B161ZOnjzJ8uXLmT17tqMmOjqaJ554gtdee40NGzYAcPz4cTZv3syECRNYu3Yt3t7eAISHh/PUU0/x+9//nuXLlzv1ZjKZCAsLo3PnzuzatYuCggLmzZvHwoULHTUxMTHExcWxfv16tm3bdtN9dQR65lJERERaTW5uLn5+fjz99NNO41OnTiUxMZGQkBDHWH19PRUVFURERABQUFBA586diYmJcTp2yJAh3HXXXRQVFTnGtm/fTnNzM0uXLnUES4DQ0FCSk5MZNmyY0xpXrlyhsLDQca6DBw8CMGfOHKe64OBgQkNDqaysxGKx3HRfHYF2LkVERNqRHTt2tHULLXr44Ye/1fFXr16lpKSEsLAw/Pz8ALBarXh7e9OlSxeXwGk0GjEYDIwaNQqAF154gXPnzjmFRQC73c758+fx8vrbnllhYSEDBw503Pq+cuUKzc3N+Pr6smDBApfeiouL+eKLLxg3bhwAixYtIjY21uUZUIBz584BOM53M311BAqXIiIi7UhdXV1bt/CdMZvN2Gw2+vbty549e8jJyaGiogJvb2/GjBnDsmXLnF60MZlMjBkzhi5dugDQs2dPevbs6bLurl27+PTTT5k4cSJwLUjW1NQQERFBUVERr732Gn/9618BGD58OIsXL+bee+91WsNoNHL33XcTHBwMQFBQEEFBQS7nOnLkCKWlpQwaNIiAgICb6quj6FhRWkRERNrMpUuXgGu3nFeuXMkDDzzA2rVrmT9/PiUlJSQlJVFTUwNAU1MThw4dcjxv2ZKTJ0+ybt06vL29SUpKAuDzzz+nubmZqqoq0tLSuOeee3jppZdYtGgRp06dIjU11RE2rzOZTF95rrq6OlauXAlAcnLyTffVUWjnUkRERFpFY2MjAFVVVfzyl79k8uTJAEyaNIkhQ4awdOlSsrOzyczMpKSkhIaGhhsGvhMnTpCWlsalS5d4/vnnueeee5zOU11dzbPPPkt8fLzjmLCwMObNm0dWVhZvvPEGADU1NZw6deqG5zKbzSxatIja2loSEhKIjIy86b46Cu1cioiISKswGAwA9O7d2xEsr5swYQLBwcGOF2lMJhMDBgygT58+btcyGo089dRTWCwWli5dSmxsrMt5vL29ncYBvv/973Pvvfdy9OhRLl++7DiXv78/I0aMcHuuY8eOkZSURHV1NfHx8aSlpbV4jTfqq6PQzqWIiEg74u4FklvF9ecZu3fv7na+R48eVFRUANdC2vU3t78sNzeXl19+GS8vLzIzM5k2bZrTfNeuXfHz88PHxwdfX1+357Hb7TQ0NGAwGDCZTISHh+Pj4xqL9u3bR0ZGBjabjbS0NBISElq8vq/qq6NQuBQREWlHvu0b2e1ZUFAQd9xxB9XV1dhsNqfg19zcjNlspm/fvpw5c4bKykrS09Nd1ti6dSsbNmwgICCAtWvXEhoa6lLTqVMnhg4dSmFhIXV1dS6B/fTp0xgMBrp3747NZuPw4cNuz7Vnzx5WrFiBt7c3a9asISoqqsVr+zp9dRS6LS4iIiKtZubMmTQ0NPDmm286jefl5WGxWJgyZQpGoxE/Pz9GjhzpVLN//36ysrIIDAwkOzv7hgFu5syZ2O12srOzXdY4ceIEUVFReHl5UVRUhM1mc3wF0XXl5eWsWrUKHx8fXn311RsGy5vpqyPQzqWIiIi0mvj4eIxGI9nZ2VRVVREaGsqJEyfIy8tj4MCBPP7446xYsYKwsDCX29SvvPIKdrudCRMmUFZWRllZmcv606dPB+AHP/gBe/fu5Y9//COfffYZEydO5PTp07z11lv06tXL8as7RqORwYMHu3yV0MaNG7HZbERERFBXV0d+fr7LuSZNmoTBYLipvjoC/ba4iIhIK2rPvwndWqxWK1u2bOG9997j7NmzdOvWjcmTJ5OSkoKvry/R0dEsWbKEWbNmOY45c+aMyy/guHP9hSC49qXtf/jDH9ixYwenT5/G39+f8ePHk5qa6vhvMGfOHKKjo0lNTXUc19TURGRkJFeuXLnhufLy8vDy8rrpvjyhPf8dKVyKiIi0ovYcCuQfR3v+O9IzlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jE+bd2AiIiIdCzNzc28/fbb5OXlUV1dTWBgIGFhYaSmptK7d2+n2uLiYlJSUti+fTv9+vXDYrHwxhtv8OGHH1JfX4+/vz+jR48mJSWFO++803FceHj4V/Zx8OBBp3+fPXuWmTNn8vrrrxMWFobVamXz5s3s3r2b2tpaDAYDI0aMICkpieHDhzsd+3X76ggULkVERKRVrV69mvz8fCZOnEhsbCynTp3i7bffpqSkhC1bttC1a1dHrclkIiQkhH79+mGz2UhNTaWyspIZM2YwdOhQzGYzubm5HDhwgJycHAYOHOg4hzsHDhwgPz+fyZMnu8wZjUZuv/12Ro4cid1uJz09nYKCAqKiooiLi+P8+fPk5uaSnJxMVlaWI8DeTF8dgcKliIiItJq9e/eSn59PbGwszz//vGN80KBBZGZm8s4775CYmOgYNxqNjB8/HoCtW7dy8uRJli9fzuzZsx010dHRPPHEE7z22mts2LABgOnTp7uc++zZs7zyyiuEhISwcuVKl3mTyURYWBidO3dm165dFBQUMG/ePBYuXOioiYmJIS4ujvXr17Nt27ab7qsj0DOXIiIi0mpyc3Px8/Pj6aefdhqfOnUqiYmJhISEOMbq6+upqKggIiICgIKCAjp37kxMTIzTsUOGDOGuu+6iqKjohudeu3YtFy5c4Kc//Sl+fn5Oc1euXKGwsNBxruu3zOfMmeNUFxwcTGhoKJWVlVgsFo/0davRzqWIiEg7sm3Wf7Z1Cy16LC/+Wx1/9epVSkpKCAsLc4Q7q9WKt7c3Xbp0cQmcRqMRg8HAqFGjAHjhhRc4d+4c3t7eTnV2u53z58/j5dXyntnBgwf5y1/+wvTp0wkNDXWZLy4u5osvvmDcuHEALFq0iNjYWJdnQAHOnTsH4Djft+nrVqRwKSIi0o6cKa5t6xa+M2azGZvNRt++fdmzZw85OTlUVFTg7e3NmDFjWLZsGf3793fUm0wmxowZQ5cuXQDo2bMnPXv2dFl3165dfPrpp0ycOLHFc//qV7/Cx8eH1NRUt/NGo5G7776b4OBgAIKCgggKCnKpO3LkCKWlpQwaNIiAgIBv3detqGNFaREREWkzly5dAq7tIq5cuZIHHniAtWvXMn/+fEpKSkhKSqKmpgaApqYmDh065HjesiUnT55k3bp1eHt7k5SU5LbmyJEjHDt2jOnTp/NP//RPbmtMJtNXnquurs7xrGZycvK37utWpXApIiIiraKxsRGAqqoqXnjhBRYuXMikSZN48sknWbNmDRcvXiQ7OxuAkpISGhoabhj4Tpw4wcKFC7l06RJLly7lnnvucVv31ltvAZCQkOB2vqamhlOnTt3wXGazmdTUVGpra0lISCAyMvJb93WrUrgUERGRVmEwGADo3bu3y1cBTZgwgeDgYMeLNCaTiQEDBtCnTx+3axmNRp566iksFgtLly4lNjbWbd2VK1cwGo3cc889DBgwwG2NyWTC39+fESNGuJ0/duwYSUlJVFdXEx8fT1paWovX+HX7upXpmUsREZF25J9GuQ9Tt4LrzzN2797d7XyPHj2oqKgAroW0629uf1lubi4vv/wyXl5eZGZmMm3atBbPWVhYSENDA1OnTm2xxmQyER4ejo+Payzat28fGRkZ2Gw20tLSWtz9vNm+bmUKlyIiIu3It30juz0LCgrijjvuoLq6GpvNhq+vr2OuubkZs9lM3759OXPmDJWVlaSnp7ussXXrVjZs2EBAQABr1651++b33ysuLgbg/vvvdztvs9k4fPiw23Pt2bOHFStW4O3tzZo1a4iKimrxPDfb161Mt8VFRESk1cycOZOGhgbefPNNp/G8vDwsFgtTpkzBaDTi5+fHyJEjnWr2799PVlYWgYGBZGdnf60A99FHH2EwGFq8JV5UVITNZnN8BdF15eXlrFq1Ch8fH1599dUbBstv0tetTDuXIiIi0mri4+MxGo1kZ2dTVVVFaGgoJ06cIC8vj4EDB/L444+zYsUKwsLCXG5Tv/LKK9jtdiZMmEBZWRllZWUu63/5l3lOnTpFcHBwi981aTQaGTx4sMtXCW3cuBGbzUZERAR1dXXk5+e7HDtp0iQMBsM36utW1slisdjbugkREZGOor6+nl69erV1G23KarWyZcsW3nvvPc6ePUu3bt2YPHkyKSkp+Pr6Eh0dzZIlS5g1a5bjmDNnzrj8Ao47118Ium7ChAkMGjSI3/72t27r58yZQ3R0tNP3XzY1NREZGcmVK1dueK68vDy8vLy+UV/fVnv+O1K4FBERaUXtORTIP472/HekZy5FRERExGMULkVERETEYxQuRURERMRjFC5FRERExGMULkVERETEYxQuRURERMRjFC5FRERExGMULkVERETEYxQuRURERMRjFC5FRERExGMULkVERETEYxQuRURERMRjFC5FRERExGN82roBERER6Viam5t5++23ycvLo7q6msDAQMLCwkhNTaV3795OtcXFxaSkpLB9+3b69euHxWLhjTfe4MMPP6S+vh5/f39Gjx5NSkoKd955p9Oxn376KZs2bcJkMnHhwgV69+7ND37wA+bPn0+XLl1c+jp79iwzZ87k9ddfJywsDKvVyubNm9m9eze1tbUYDAZGjBhBUlISw4cPdzr2Zvq61SlcioiISKtavXo1+fn5TJw4kdjYWE6dOsXbb79NSUkJW7ZsoWvXro5ak8lESEgI/fr1w2azkZqaSmVlJTNmzGDo0KGYzWZyc3M5cOAAOTk5DBw4EIDPP/+cBQsWcPbsWWJiYhg8eDCFhYX89re/5aOPPuLVV1916ctoNHL77bczcuRI7HY76enpFBQUEBUVRVxcHOfPnyc3N5fk5GSysrIIDw8HuKm+OgKFSxEREWk1e/fuJT8/n9jYWJ5//nnH+KBBg8jMzOSdd94hMTHRMW40Ghk/fjwAW7du5eTJkyxfvpzZs2c7aqKjo3niiSd47bXX2LBhAwA7duzAbDbz9NNPO9abM2cOL7zwAn/84x/Zv38/48aNc+rNZDIRFhZG586d2bVrFwUFBcybN4+FCxc6amJiYoiLi2P9+vVs27btpvvqCPTMpYiIiLSa3Nxc/Pz8ePrpp53Gp06dSmJiIiEhIY6x+vp6KioqiIiIAKCgoIDOnTsTExPjdOyQIUO46667KCoqcox98sknADzwwANOtZMmTQKgrKzMafzKlSsUFhY6znXw4EHgWiD9e8HBwYSGhlJZWYnFYrnpvjoC7VyKiIi0I1PerWvrFlr03zN6f3XRDVy9epWSkhLCwsLw8/MDwGq14u3tTZcuXVwCp9FoxGAwMGrUKABeeOEFzp07h7e3t1Od3W7n/PnzeHn9bc+sf//+AHz88cdOt6RPnToFQK9evZzWKC4u5osvvnDsZi5atIjY2FiXZ0ABzp07B+A438301REoXIqIiLQjh+qvtHUL3xmz2YzNZqNv377s2bOHnJwcKioq8Pb2ZsyYMSxbtswRCuHabeoxY8Y4Xr7p2bMnPXv2dFl3165dfPrpp0ycONExNmvWLPbs2UNWVha+vr4MGjSII0eO8Jvf/IaBAwfyz//8z05rGI1G7r77boKDgwEICgoiKCjI5VxHjhyhtLSUQYMGERAQcNN9dQQdK0qLiIhIm7l06RJw7ZbzypUreeCBB1i7di3z58+npKSEpKQkampqAGhqauLQoUOO5y1bcvLkSdatW4e3tzdJSUmO8dtvv53U1FTsdjvLli3j4YcfZuXKlfTo0YN/+7d/47bbbnNax2QyfeW56urqWLlyJQDJycnfqK+OQOFSREREWkVjYyMAVVVVvPDCCyxcuJBJkybx5JNPsmbNGi5evEh2djYAJSUlNDQ03DDwnThxgoULF3Lp0iWWLl3KPffc45h77733ePrpp7Hb7Tz77LOsW7eOBQsWUF9fT3JyMmfPnnXU1tTUcOrUqRuey2w2k5qaSm1tLQkJCURGRn6jvjoChUsRERFpFQaDAYDevXszefJkp7kJEyYQHBzseJHGZDIxYMAA+vTp43Yto9HIU089hcViYenSpcTGxjrNv/baa/j6+pKTk0N8fDyRkZEkJyezYcMGampqnN7eNplM+Pv7M2LECLfnOnbsGElJSVRXVxMfH09aWlqL1/hVfXUEeuZSRESkHQnr1bmtW/jOXH+esXv37m7ne/ToQUVFBXAtpF1/c/vLcnNzefnll/Hy8iIzM5Np06Y5zVssFurq6oiIiKBfv35Oc6GhofTv359Dhw45xkwmE+Hh4fj4uMaiffv2kZGRgc1mIy0tjYSEhBav76v66igULkVERNqRb/tGdnsWFBTEHXfcQXV1NTabDV9fX8dcc3MzZrOZvn37cubMGSorK0lPT3dZY+vWrWzYsIGAgADWrl1LaGioS42Pjw+dOnWiubnZbR9Xr17FbrcD174A/fDhw27PtWfPHlasWIG3tzdr1qwhKiqqxWv7On11FLotLiIiIq1m5syZNDQ08OabbzqN5+XlYbFYmDJlCkajET8/P0aOHOlUs3//frKysggMDCQ7O7vFAOfv7899993HoUOHKC8vd1mjurqasWPHAlBUVITNZnP5QvXy8nJWrVqFj48Pr7766g2D5dftq6PQzqWIiIi0mvj4eIxGI9nZ2VRVVREaGsqJEyfIy8tj4MCBPP7446xYsYKwsDCX29SvvPIKdrudCRMmUFZW5vJF6ADTp08H4Pnnnyc5OZnk5GTmzJnDHXfcQXl5OXl5efTo0cPx3KTRaGTw4MEuXyW0ceNGbDYbERER1NXVkZ+f73KuSZMmYTAYbqqvjqCTxWKxt3UTIiIiHUV9fb3LF3h3NFarlS1btvDee+9x9uxZunXrxuTJk0lJScHX15fo6GiWLFnCrFmzHMecOXPG5Rdw3Ln+QhDA6dOneeONNygoKODChQv06NGD8ePH8+STTzr+G8yZM4fo6GhSU1MdxzU1NREZGcmVKzf+ztG8vDy8vLxuui9PaM9/RwqXIiIirag9hwL5x9Ge/470zKWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIxPWzcgIiIiHUtzczNvv/02eXl5VFdXExgYSFhYGKmpqfTu3duptri4mJSUFLZv306/fv2wWCy88cYbfPjhh9TX1+Pv78/o0aNJSUnhzjvvdDr2zJkzbNq0if3792Oz2RgwYACPPfYY06dPd9vX2bNnmTlzJq+//jphYWFYrVY2b97M7t27qa2txWAwMGLECJKSkhg+fLjTsTfT161O4VJERERa1erVq8nPz2fixInExsZy6tQp3n77bUpKStiyZQtdu3Z11JpMJkJCQujXrx82m43U1FQqKyuZMWMGQ4cOxWw2k5uby4EDB8jJyWHgwIEA1NbW8sQTT3D+/Hkeeughhg4dSlFREatWreL48eMsWbLEpS+j0cjtt9/OyJEjsdvtpKenU1BQQFRUFHFxcZw/f57c3FySk5PJysoiPDwc4Kb66ggULkVERKTV7N27l/z8fGJjY3n++ecd44MGDSIzM5N33nmHxMREx7jRaGT8+PEAbN26lZMnT7J8+XJmz57tqImOjuaJJ57gtddeY8OGDQC8+uqrnDt3jp/85Cc88sgjAMTGxvJP//RPvPnmm0RGRhIaGurUm8lkIiwsjM6dO7Nr1y4KCgqYN28eCxcudNTExMQQFxfH+vXr2bZt20331RHomUsRERFpNbm5ufj5+fH00087jU+dOpXExERCQkIcY/X19VRUVBAREQFAQUEBnTt3JiYmxunYIUOGcNddd1FUVATAlStXMBqNfO9733MKewBPPPEEANu3b3cav3LlCoWFhY5zHTx4EIA5c+Y41QUHBxMaGkplZSUWi+Wm+uootHMpIiLSjhgyF351URu5vPJX3+r4q1evUlJSQlhYGH5+fgBYrVa8vb3p0qWLS+A0Go0YDAZGjRoFwAsvvMC5c+fw9vZ2qrPb7Zw/fx4vr2t7ZhaLBZvNxt13302nTp2cart27Uq3bt04duyY03hxcTFffPEF48aNA2DRokXExsa6PAMKcO7cOQDH+b5uXx2FwqWIiEg74n3y2FcX/YMym83YbDb69u3Lnj17yMnJoaKiAm9vb8aMGcOyZcvo37+/o95kMjFmzBi6dOkCQM+ePenZs6fLurt27eLTTz9l4sSJABgMBgAaGhpcaq9evcqlS5ewWq1O40ajkbvvvpvg4GAAgoKCCAoKcjn+yJEjlJaWMmjQIAICAm6qr46iY0VpERERaTOXLl0Crt1yXrlyJQ888ABr165l/vz5lJSUkJSURE1NDQBNTU0cOnTI8bxlS06ePMm6devw9vYmKSkJAH9/fwYOHMiRI0eora11qt+7dy9NTU3YbDancZPJ9JXnqqurY+XKlQAkJyffdF8dhcKliIiItIrGxkYAqqqqeOGFF1i4cCGTJk3iySefZM2aNVy8eJHs7GwASkpKaGhouGHgO3HiBAsXLuTSpUssXbqUe+65xzGXnJyMzWbj2WefZf/+/ZjNZv785z/zi1/8goCAAHx8/nbztqamhlOnTt3wXGazmdTUVGpra0lISCAyMvIb9dUR6La4iIiItIrrt6t79+7N5MmTneYmTJhAcHCw40Uak8nEgAED6NOnj9u1jEYjP/vZz/jiiy9YunQpsbGxTvOTJ08mIyODrKwsnn32WQACAwN59tlnef/99zl58qSj1mQy4e/vz4gRI9ye69ixYyxdupTPPvuM+Ph40tLSWrzGr+qrI1C4FBERaUeuDhza1i18Z64/z9i9e3e38z169KCiogK4FtKuv7n9Zbm5ubz88st4eXmRmZnJtGnT3NbNnDmTqVOnUl5ejpeXF3fffTddunThjTfe4I477nDUmUwmwsPDnXYzr9u3bx8ZGRnYbDbS0tJISEho8fq+bl+3OoVLERGRduTbvpHdngUFBXHHHXdQXV2NzWbD19fXMdfc3IzZbKZv376cOXOGyspK0tPTXdbYunUrGzZsICAggLVr17p8V+V1RqORixcvMn36dKdf0/n44485c+YMDz30EHDtC9APHz7s9lx79uxhxYoVeHt7s2bNGqKiolq8tq/bV0egZy5FRESk1cycOZOGhgbefPNNp/G8vDwsFgtTpkzBaDTi5+fHyJEjnWr2799PVlYWgYGBZGdn3zDA/fd//zerV6/mk08+cYxduXKFjRs34uvr6/j+yqKiImw2m+MriK4rLy9n1apV+Pj48Oqrr94wWN5MXx2Bdi5FRESk1cTHx2M0GsnOzqaqqorQ0FBOnDhBXl4eAwcO5PHHH2fFihWEhYW53KZ+5ZVXsNvtTJgwgbKyMsrKylzWv/674Y8//jj/+7//y6JFi/jhD3/IbbfdRn5+PqWlpaxYscLx1UFGo5HBgwe7fJXQxo0bsdlsREREUFdXR35+vsu5Jk2ahMFguKm+OoJOFovF3tZNiIiIdBT19fX06tWrrdtoU1arlS1btvDee+9x9uxZunXrxuTJk0lJScHX15fo6GiWLFnCrFmzHMecOXPG5Rdw3Ln+QhBcexEnOzubY8eO0dzczODBg5k3bx5jx4511MyZM4fo6GhSU1MdY01NTURGRnLlypUbnisvLw8vL6+b7ssT2vPfkcKliIhIK2rPoUD+cbTnvyM9cykiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh7j09YNiIiISMfS3NzM22+/TV5eHtXV1QQGBhIWFkZqaiq9e/d2qi0uLiYlJYXt27fTr18/Ghoa+N3vfseePXuoq6sjODiYGTNmkJCQgI+Pc6yxWq38/ve/Z9euXdTX1xMcHMysWbOIi4vD29vbpa+zZ88yc+ZMXn/9dcLCwrBarWzevJndu3dTW1uLwWBgxIgRJCUlMXz4cKdjLRYLb7zxBh9++CH19fX4+/szevRoUlJSuPPOOz3+GbZnCpciIiLSqlavXk1+fj4TJ04kNjaWU6dO8fbbb1NSUsKWLVvo2rWro9ZkMhESEkK/fv1oampiyZIl/N///R8xMTF8//vf5+jRo/zqV7/iyJEjbNiwwXFcc3MzP/nJT9i/fz8zZ85k2LBhFBQUsHHjRj755BN++tOfuvRlNBq5/fbbGTlyJHa7nfT0dAoKCoiKiiIuLo7z58+Tm5tLcnIyWVlZhIeHA2Cz2UhNTaWyspIZM2YwdOhQzGYzubm5HDhwgJycHAYOHPjdf7DthMKliIiItJq9e/eSn59PbGwszz//vGN80KBBZGZm8s4775CYmOgYNxqNjB8/HoD8/HxKSkp45pln+PGPfwzAI488gr+/P3/4wx84ePCgI/D9z//8DyaTiaefftqx3uzZs/nFL37B9u3biYmJcdl9NJlMhIWF0blzZ3bt2kVBQQHz5s1j4cKFjpqYmBji4uJYv34927ZtA2Dr1q2cPHmS5cuXM3v2bEdtdHQ0TzzxBK+99ppT8L3V6ZlLERERaTW5ubn4+fnx9NNPO41PnTqVxMREQkJCHGP19fVUVFQQEREBwOeff87dd9/Nww8/7HTs2LFjATh+/Lhj7E9/+hOdO3fm0Ucfdaq9Hkrfffddp/ErV65QWFjoONfBgwcBmDNnjlNdcHAwoaGhVFZWYrFYACgoKKBz587ExMQ41Q4ZMoS77rqLoqKir/hUbi3auRQREWlHLhcubusWWmQYk/Wtjr969SolJSWEhYXh5+cHXHsu0tvbmy5durgETqPRiMFgYNSoUQDExcURFxfnsu6JEycA6NOnj2OstLSUgQMHYjAYnGr79etHt27d+Otf/+o0XlxczBdffMG4ceMAWLRoEbGxsS7PgAKcO3cOAC+va3t0L7zwAufOnXN5jtNut3P+/HlHXUehcCkiItKONF88/tVF/6DMZjM2m42+ffuyZ88ecnJyqKiowNvbmzFjxrBs2TL69+/vqDeZTIwZM4YuXbq4rGWz2aitrWXv3r389re/ZdiwYUyaNAm4FlgvXrzoCKVf1rt3b8xms9OY0Wjk7rvvJjg4GICgoCCCgoJcjj1y5AilpaUMGjSIgIAAAHr27EnPnj1danft2sWnn37KxIkTv9bnc6voWFFaRERE2sylS5eAa7ecV65cyQMPPMDatWuZP38+JSUlJCUlUVNTA0BTUxOHDh1yPG/5ZXl5eTz66KP86le/omvXrvzLv/wLnTt3Bq7dPge4/fbb3R572223cfnyZacxk8nU4rmuq6urY+XKlQAkJyffsPbkyZOsW7cOb29vkpKSblh7q1G4FBERkVbR2NgIQFVVFS+88AILFy5k0qRJPPnkk6xZs4aLFy+SnZ0NQElJCQ0NDS0GvuHDh7Nu3TqWLVtGly5dSEpK4i9/+Qtw7Xb03//vl9ntdqdb2DU1NZw6deqG4dJsNpOamkptbS0JCQlERka2WHvixAkWLlzIpUuXWLp0Kffcc88NPpVbj26Li4iISKu4/vxj7969mTx5stPchAkTCA4OdrxIYzKZGDBggNNzlH9v2LBhjv8fGRnJ3Llzefnll5kwYYJjx9Jqtbo91mq1Op75vH4uf39/RowY4bb+2LFjLF26lM8++4z4+HjS0tJavEaj0cjPfvYzvvjiC5YuXUpsbGyLtbcqhUsREZF2xCtgSFu38J25/jxj9+7d3c736NGDiooK4FpIu/7m9tdZNzQ0lL/85S9YLBbH85J1dXVu6+vq6pxCq8lkIjw83OVL2AH27dtHRkYGNpuNtLQ0EhISWuwjNzeXl19+GS8vLzIzM5k2bdrX6v9Wo3ApIiLSjnzbN7Lbs6CgIO644w6qq6ux2Wz4+vo65pqbmzGbzfTt25czZ85QWVlJenq60/FLlizh448/Jjc31yUIfvHFF3h5eTle/hk2bBiFhYVYrVZuu+02R11NTQ0Wi8UR/Gw2G4cPH3Y5F8CePXtYsWIF3t7erFmzhqioqBavbevWrWzYsIGAgADWrl1LaGjozX9Atwg9cykiIiKtZubMmTQ0NPDmm286jefl5WGxWJgyZQpGoxE/Pz9GjhzpVNOnTx9qa2v54x//6DReXFxMcXExYWFhjlviP/jBD7DZbI4vOr9uy5YtAMyYMQOAoqIibDab4yuIrisvL2fVqlX4+Pjw6quv3jBY7t+/n6ysLAIDA8nOzu7QwRK0cykiIiKtKD4+HqPRSHZ2NlVVVYSGhnLixAny8vIYOHAgjz/+OCtWrCAsLMxld3LBggWYTCbWrVvHiRMn+P73v8/HH3/M9u3bCQoKcvrFn6lTp7Jjxw5+9atfYTabGTp0KAcOHOB//ud/+OEPf8j3v/994Nrt98GDB7t8ldDGjRux2WxERERQV1dHfn6+y7VMmjQJg8HAK6+8gt1uZ8KECZSVlVFWVuZSO336dE98fP8QOlksFvevUomIiIjH1dfX06tXr7Zuo01ZrVa2bNnCe++9x9mzZ+nWrRuTJ08mJSUFX19foqOjWbJkCbNmzXI59vz582RnZ/OXv/yFc+fO0aNHDyIiIliwYIHL53r58mXeeOMN3n//fSwWC3379mX27Nk89thjji82nzNnDtHR0aSmpjqOa2pqIjIykitXrtzwOvLy8vDy8nL5ZR53rr+o5Cnt+e9I4VJERKQVtedQIP842vPfkZ65FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGP8WnrBkRERKRjMJvNzJo164Y1ffr0YceOHY5/FxcXk5KSwvbt2+nXr59T7aVLl4iLiyMmJobk5GS36zU2NhIdHc2yZcuIiYmhqamJbdu28e6771JdXY2Pjw9DhgwhMTGRcePGOR1rtVrZvHkzu3fvpra2FoPBwIgRI0hKSmL48OHf7EPoABQuRUREpFV069aN1atXu53Lz8/nwIEDTJ482WncZDIREhLiEiytVivLli2jrq7uhuc8fPgwVqvVERxfeukldu7cydixY5k9ezaXL19mx44dLF68mIyMDGbMmAGA3W4nPT2dgoICoqKiiIuL4/z58+Tm5pKcnExWVhbh4eHf9KO4pSlcioiISKswGAxMnz7dZbysrIyioiLuu+8+nnnmGac5o9HI+PHjncZOnjzJz372M06ePPmV5zSZTAwePJhevXpx9OhRdu7cydSpU3nxxRcdNXPmzCE+Pp6srCymTZtG586def/99ykoKGDevHksXLjQURsTE0NcXBzr169n27ZtN/sRdAh65lJERETaTHNzM5mZmQBkZGTg4/O3fa/6+noqKiqIiIhwjP3ud78jISGB+vp6fvSjH33l+iaTyRFODx48CFwLk3/P39+fyMhILl68SHl5+Q1rg4ODCQ0NpbKyEovFcpNX2zFo51JERKQd+fWfMtu6hRYlP7TS42vu3LmTsrIy5s+fT0hIiNOc0WjEYDAwatQox9iJEyeYMWMGKSkpnDp1iv/3//5fi2ufPn2a6upqR7icO3cuEydOpH///i61586dA8Db2xuARYsWERsbS+/evVus9fLSHp07CpciIiLtSHX9V9/qvVU0NTWRk5NDYGAgiYmJLvMmk4kxY8bQpUsXx9jq1asd/z516tQN1zcajQQEBHDvvfcC13YoBw8e7FJXU1PD3r17CQwMZODAgQAEBQURFBTkUnvkyBFKS0sZNGgQAQEBX/taOxJFbhEREWkTu3fvpq6ujsceewyDweA019TUxKFDh1yet/z7oPlVjEYjY8eOdexGuvP555+zfPlyGhsbWbBggdNt+S+rq6tj5cpru7ctvZ0uCpciIiLSRt566y18fX159NFHXeZKSkpoaGhwCZdfl9Vqpbi4+IbHX7hwgbS0NI4fP050dLTbPq4zm82kpqZSW1tLQkICkZGR36ivjkDhUkRERFpdfX09paWlREREuL29bDKZGDBgAH369PlG6xcWFtLY2Ojy3ZXXVVdXk5SURGlpKVOmTCEzM5NOnTq5rT127BhJSUlUV1cTHx9PWlraN+qpo9AzlyIiIu3I93oNbOsWWsUHH3yA3W5n2rRpbueNRqPTW+I3y2QyMWTIELp37+4yd/ToUZYtW4bFYmHu3LksXry4xZdz9u3bR0ZGBjabjbS0NBISEr5xTx2FwqWIiEg78l28kd0eFRcX4+Xl5faLyM+cOUNlZSXp6enfeH2TycSDDz7oMn7kyBHS0tKw2Ww899xzzJ07t8U19uzZw4oVK/D29mbNmjVERUV94346EoVLERERaXUfffQRISEh+Pn5ucwZjUb8/PwYOXLkN1q7qqoKs9nscku8vr6e9PR0rFYrq1ev5gc/+EGLa5SXl7Nq1Sp8fHzIyspi9OjR36iXjkjhUkRERFrV1atXqampYezYsW7nTSYTYWFhN3xz+0aMRiNBQUEMGzbMaTwnJweLxcLw4cOx2+3k5+e7HBseHk6PHj3YuHEjNpuNiIgI6urq3NZOmjTJ5S13UbgUERGRVnbhwgWam5vp2rWry9yVK1coLCxkyZIl33j9/fv3c//997s8R1lQUABAaWkppaWlbo/dtGkTgYGBFBUVAdeCqtFodFubl5encOlGJ4vFYm/rJkRERDqK+vp6evXq1dZtyD+49vx3pK8iEhERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGP8WnrBkRERKRjMJvNzJo164Y1ffr0YceOHY5/FxcXk5KSwvbt2+nXrx8Wi4U33niDDz/8kPr6evz9/Rk9ejQpKSnceeedLus1NjYSHR3NsmXLiImJoampiW3btvHuu+9SXV2Nj48PQ4YMITExkXHjxjkda7Va2bx5M7t376a2thaDwcCIESNISkpi+PDhnvhIbkkKlyIiItIqunXrxurVq93O5efnc+DAASZPnuw0bjKZCAkJoV+/fthsNlJTU6msrGTGjBkMHToUs9lMbm4uBw4cICcnh4EDBzodf/jwYaxWqyM4vvTSS+zcuZOxY8cye/ZsLl++zI4dO1i8eDEZGRnMmDEDALvdTnp6OgUFBURFRREXF8f58+fJzc0lOTmZrKwswsPDv4NP6R+fwqWIiIi0CoPBwPTp013Gy8rKKCoq4r777uOZZ55xmjMajYwfPx6ArVu3cvLkSZYvX87s2bMdNdHR0TzxxBO89tprbNiwwel4k8nE4MGD6dWrF0ePHmXnzp1MnTqVF1980VEzZ84c4uPjycrKYtq0aXTu3Jn333+fgoIC5s2bx8KFCx21MTExxMXFsX79erZt2+aRz+VWo2cuRUREpM00NzeTmZkJQEZGBj4+f9v3qq+vp6KigoiICAAKCgro3LkzMTExTmsMGTKEu+66i6KiIpf1TSaTI5wePHgQuBYm/56/vz+RkZFcvHiR8vLyG9YGBwcTGhpKZWUlFovlm172LU07lyIiIu3I3z9v2N48/PDDHl9z586dlJWVMX/+fEJCQpzmjEYjBoOBUaNGAfDCCy9w7tw5vL29nersdjvnz5/Hy8t5z+z06dNUV1c7wuXcuXOZOHEi/fv3d+nj3LlzAI61Fy1aRGxsLL17926x9svnk2sULkVERNqRurq6tm6h1TQ1NZGTk0NgYCCJiYku8yaTiTFjxtClSxcAevbsSc+ePV3qdu3axaeffsrEiROdxo1GIwEBAdx7773AtR3KwYMHuxxfU1PD3r17CQwMdDyzGRQURFBQkEvtkSNHKC0tZdCgQQQEBNz0NXcEitwiIiLSJnbv3k1dXR2PPfYYBoPBaa6pqYlDhw45dh1bcvLkSdatW4e3tzdJSUlOc0ajkbFjx7rsdP69zz//nOXLl9PY2MiCBQucbst/WV1dHStXrgQgOTn5qy6vw1K4FBERkTbx1ltv4evry6OPPuoyV1JSQkNDww3D5YkTJ1i4cCGXLl1i6dKl3HPPPY45q9VKcXHxDY+/cOECaWlpHD9+nOjoaLd9XGc2m0lNTaW2tpaEhAQiIyO/5lV2PAqXIiIi0urq6+spLS0lIiLC7e1lk8nEgAED6NOnj9vjjUYjTz31FBaLhaVLlxIbG+s0X1hYSGNjo8t3V15XXV1NUlISpaWlTJkyhczMTDp16uS29tixYyQlJVFdXU18fDxpaWk3ebUdi565FBERaUfcvUByK/rggw+w2+1MmzbN7bzRaHS8Jf5lubm5vPzyy3h5eZGZmel2DZPJxJAhQ+jevbvL3NGjR1m2bBkWi4W5c+eyePHiFl/O2bdvHxkZGdhsNtLS0khISLiJq+yYFC5FRETake/ijez2qLi4GC8vL7dfRH7mzBkqKytJT093mdu6dSsbNmwgICCAtWvXEhoa6nZ9k8nEgw8+6DJ+5MgR0tLSsNlsPPfcc8ydO7fFHvfs2cOKFSvw9vZmzZo1REVF3cQVdlwKlyIiItLqPvroI0JCQvDz83OZMxqN+Pn5MXLkSKfx/fv3k5WVRWBgIP/+7//u8ms811VVVWE2m11uidfX15Oeno7VamX16tX84Ac/aLG/8vJyVq1ahY+PD1lZWYwePfrmL7KDUrgUERGRVnX16lVqamoYO3as23mTyURYWJjLm9uvvPIKdrudCRMmUFZWRllZmcux06dPx2g0EhQUxLBhw5zmcnJysFgsDB8+HLvdTn5+vsvx4eHh9OjRg40bN2Kz2YiIiKCurs5t7aRJk1zecheFSxEREWllFy5coLm5ma5du7rMXblyhcLCQpYsWeI0fubMGU6dOgXAu+++y7vvvut27enTp7N//37uv/9+l+coCwoKACgtLaW0tNTt8Zs2bSIwMNDxaz9GoxGj0ei2Ni8vT+HSjU4Wi8Xe1k2IiIh0FPX19fTq1aut25B/cO3570hfRSQiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHuPT1g2IiIhIx2A2m5k1a9YNa/r06cOOHTsc/y4uLiYlJYXt27fTr18/Ghoa+N3vfseePXuoq6sjODiYGTNmkJCQgI+Pa6xpbGwkOjqaZcuWERMTQ1NTE9u2bePdd9+luroaHx8fhgwZQmJiIuPGjXM61mq1snnzZnbv3k1tbS0Gg4ERI0aQlJTE8OHDPfKZ3IoULkVERKRVdOvWjdWrV7udy8/P58CBA0yePNlp3GQyERISQr9+/WhqamLJkiX83//9HzExMXz/+9/n6NGj/OpXv+LIkSNs2LDBZd3Dhw9jtVodwfGll15i586djB07ltmzZ3P58mV27NjB4sWLycjIYMaMGQDY7XbS09MpKCggKiqKuLg4zp8/T25uLsnJyWRlZREeHu7hT+jWoHApIiIircJgMDB9+nSX8bKyMoqKirjvvvt45plnnOaMRiPjx48HrgXQkpISnnnmGX784x8D8Mgjj+Dv788f/vAHDh486BL4TCYTgwcPplevXhw9epSdO3cydepUXnzxRUfNnDlziI+PJysri2nTptG5c2fef/99CgoKmDdvHgsXLnTUxsTEEBcXx/r169m2bZvHPptbiZ65FBERkTbT3NxMZmYmABkZGU63tuvr66moqCAiIgKAzz//nLvvvpuHH37YaY2xY8cCcPz4cZf1TSaTI5wePHgQuBYm/56/vz+RkZFcvHiR8vLyG9YGBwcTGhpKZWUlFovlG13zrU47lyIiIu3Itln/2dYttOixvHiPr7lz507KysqYP38+ISEhTnNGoxGDwcCoUaMAiIuLIy4uzmWNEydOANee1/x7p0+fprq62hEu586dy8SJE+nfv7/LGufOnQPA29sbgEWLFhEbG0vv3r1brPXy0h6dOwqXIiIi7ciZ4tq2bqHVNDU1kZOTQ2BgIImJiS7zJpOJMWPG0KVLF5c5m81GbW0te/fu5be//S3Dhg1j0qRJTjVGo5GAgADuvfde4NoO5eDBg13WqqmpYe/evQQGBjJw4EAAgoKCCAoKcqk9cuQIpaWlDBo0iICAgG9w1bc+RW4RERFpE7t376auro7HHnsMg8HgNNfU1MShQ4ccu45flpeXx6OPPsqvfvUrunbtyr/8y7/QuXNnpxqj0cjYsWMdu5HufP755yxfvpzGxkYWLFjg9o3z6+rq6li5ciUAycnJX/cyOxyFSxEREWkTb731Fr6+vjz66KMucyUlJTQ0NLQYLocPH866detYtmwZXbp0ISkpib/85S+OeavVSnFxcYvHA1y4cIG0tDSOHz9OdHS02z6uM5vNpKamUltbS0JCApGRkTdxpR2LbouLiIhIq6uvr6e0tJTJkye7vb1sMpkYMGCAy3OU1w0bNszx/yMjI5k7dy4vv/wyEyZMAKCwsJDGxkaX7668rrq6miVLlvDJJ58wZcoUVq9eTadOndzWHjt2jKVLl/LZZ58RHx9PWlrazV5uh6JwKSIi0o780yj3YepW88EHH2C325k2bZrbeaPR6HhL/Ktcf4P7L3/5CxaLhaCgIEwmE0OGDKF79+4u9UePHmXZsmVYLBbmzp3L4sWLW3w5Z9++fWRkZGCz2UhLSyMhIeHrX2QHpXApIiLSjnwXb2S3R8XFxXh5ebn9IvIzZ85QWVlJenq60/iSJUv4+OOPyc3NdXk28osvvsDLy8vx8o/JZOLBBx90WfvIkSOkpaVhs9l47rnnmDt3bos97tmzhxUrVuDt7c2aNWuIior6Jpfa4eiZSxEREWl1H330ESEhIfj5+bnMGY1G/Pz8GDlypNN4nz59qK2t5Y9//KPTeHFxMcXFxYSFhXH77bdTVVWF2Wx2uSVeX19Peno6VquVn//85zcMluXl5axatQofHx9effVVBcuboJ1LERERaVVXr16lpqbG8eXnX2YymQgLC3PZnVywYAEmk4l169Zx4sQJvv/97/Pxxx+zfft2goKCeP7554Fr4TQoKMjpuUyAnJwcLBYLw4cPx263k5+f73Lu8PBwevTowcaNG7HZbERERFBXV+e2dtKkSS5vuYvCpYiIiLSyCxcu0NzcTNeuXV3mrly5QmFhIUuWLHGZ6969O5s3byY7O5u//OUv7Nixgx49evDQQw+xYMECevXqBcD+/fu5//77XZ6jLCgoAKC0tJTS0lK3vW3atInAwECKioqAa0HVaDS6rc3Ly1O4dKOTxWKxt3UTIiIiHUV9fb0jBIl8U+3570jPXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMf4tHUDIiIi0jGYzWZmzZp1w5o+ffqwY8cOx7+Li4tJSUlh+/bt9OvXz6X+9ddf5/e//z2bNm1i9OjRLvONjY1ER0ezbNkyYmJiaGpqYtu2bbz77rtUV1fj4+PDkCFDSExMZNy4cU7HWq1WNm/ezO7du6mtrcVgMDBixAiSkpIYPnz4N/sQOgCFSxEREWkV3bp1Y/Xq1W7n8vPzOXDgAJMnT3YaN5lMhISEuA2WRUVF/Md//McNz3n48GGsVqsjOL700kvs3LmTsWPHMnv2bC5fvsyOHTtYvHgxGRkZzJgxAwC73U56ejoFBQVERUURFxfH+fPnyc3NJTk5maysLMLDw7/Jx3DLU7gUERGRVmEwGJg+fbrLeFlZGUVFRdx3330888wzTnNGo5Hx48e7HHPp0iV+/vOf4+PjQ2NjY4vnNJlMDB48mF69enH06FF27tzJ1KlTefHFFx01c+bMIT4+nqysLKZNm0bnzp15//33KSgoYN68eSxcuNBRGxMTQ1xcHOvXr2fbtm3f5GO45emZSxEREWkzzc3NZGZmApCRkYGPz9/2verr66moqCAiIsLluF/+8pc0NzfzyCOP3HB9k8nkCKcHDx4EroXJv+fv709kZCQXL16kvLz8hrXBwcGEhoZSWVmJxWK5iSvtOLRzKSIi0o5MebeurVto0X/P6O3xNXfu3ElZWRnz588nJCTEac5oNGIwGBg1apTT+J///Gf++7//m3/7t3+jpKSkxbVPnz5NdXW1I1zOnTuXiRMn0r9/f5fac+fOAeDt7Q3AokWLiI2NpXdv12u+XuvlpT06dxQuRURE2pFD9VfauoVW09TURE5ODoGBgSQmJrrMm0wmxowZQ5cuXRxjNTU1rFu3jrlz5xIeHn7DcGk0GgkICODee+8Fru1QDh482KWupqaGvXv3EhgYyMCBAwEICgoiKCjIpfbIkSOUlpYyaNAgAgICbvKKOwZFbhEREWkTu3fvpq6ujsceewyDweA019TUxKFDh5yet7x69So///nPCQ4OdnoOsiVGo5GxY8c6diPd+fzzz1m+fDmNjY0sWLDA6bb8l9XV1bFy5UoAkpOTv/L8HZXCpYiIiLSJt956C19fXx599FGXuZKSEhoaGpzC5ebNmzl27BiZmZn4+vrecG2r1UpxcbHbl4Guu3DhAmlpaRw/fpzo6Gi3fVxnNptJTU2ltraWhIQEIiMjv8YVdkwKlyIiItLq6uvrKS0tJSIiwu3tZZPJxIABA+jTpw8ApaWl/OY3vyEuLo7evXtjsViwWCxYrVbg2g6kxWKhubkZgMLCQhobG12+u/K66upqkpKSKC0tZcqUKWRmZtKpUye3tceOHSMpKYnq6mri4+NJS0vzxEdwy9IzlyIiIu1IWK/Obd1Cq/jggw+w2+1MmzbN7bzRaHR6S9xkMnH16lW2bNnCli1bXOrT09MByMvLo2/fvphMJoYMGUL37t1dao8ePcqyZcuwWCzMnTuXxYsXt/hyzr59+8jIyMBms5GWlkZCQsI3udwOReFSRESkHfku3shuj4qLi/Hy8nL7ReRnzpyhsrLSERgBHnroIUaOHOlS+6c//Yn8/HyeffZZBg0aRI8ePYBrYfTBBx90qT9y5AhpaWnYbDaee+455s6d22KPe/bsYcWKFXh7e7NmzRqioqK+wZV2PAqXIiIi0uo++ugjQkJC8PPzc5kzGo34+fk5hcl+/fq5/ZWe62+LDxkyxPHzj1VVVZjNZpdb4vX19aSnp2O1Wlm9ejU/+MEPWuyvvLycVatW4ePjQ1ZWltuflhT3FC5FRESkVV29epWamhrGjh3rdt5kMhEWFnbDN7dvxGg0EhQUxLBhw5zGc3JysFgsDB8+HLvdTn5+vsux4eHh9OjRg40bN2Kz2YiIiKCurs5t7aRJk1zecheFSxEREWllFy5coLm5ma5du7rMXblyhcLCQpYsWfKN19+/fz/333+/y3OUBQUFwLWXg0pLS90eu2nTJgIDAykqKgKuBVWj0ei2Ni8vT+HSjU4Wi8Xe1k2IiIh0FPX19fTq1aut25B/cO3570hfRSQiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHuPT1g2IiIhIx2A2m5k1a9YNa/r06cOOHTsc/y4uLiYlJYXt27fTr18/8vPzWbVqldtjH3roIZe5xsZGoqOjWbZsGTExMTQ1NbFt2zbeffddqqur8fHxYciQISQmJjJu3DinY61WK5s3b2b37t3U1tZiMBgYMWIESUlJDB8+/Jt9CB2AwqWIiIi0im7durF69Wq3c/n5+Rw4cIDJkyc7jZtMJkJCQujXrx8A5eXlAPz0pz/F19fXqfZ6zd87fPgwVqvVERxfeukldu7cydixY5k9ezaXL19mx44dLF68mIyMDGbMmAGA3W4nPT2dgoICoqKiiIuL4/z58+Tm5pKcnExWVhbh4eHf7gO5RSlcioiISKswGAxMnz7dZbysrIyioiLuu+8+nnnmGac5o9HI+PHjHf8uLy+ne/fuX7kDep3JZGLw4MH06tWLo0ePsnPnTqZOncqLL77oqJkzZw7x8fFkZWUxbdo0OnfuzPvvv09BQQHz5s1j4cKFjtqYmBji4uJYv34927Ztu8lPoGPQM5ciIiLSZpqbm8nMzAQgIyMDH5+/7XvV19dTUVFBRESEY6yiooK77rrra69vMpkc4fTgwYPAtTD59/z9/YmMjOTixYuOndGWaoODgwkNDaWyshKLxfK1++hItHMpIiLSjhgyF351URu5vPJXHl9z586dlJWVMX/+fEJCQpzmjEYjBoOBUaNGAXDu3Dk+++wzoqOjAbhy5Qp2u50uXbq4Xfv06dNUV1c7wuXcuXOZOHEi/fv3d6k9d+4cAN7e3gAsWrSI2NhYevfu3WKtl5f26NxRuBQREWlHvE8ea+sWWk1TUxM5OTkEBgaSmJjoMm8ymRgzZowjPF7fVTxz5gw//vGPKS8vp7m5mXvuuYenn36asLAwp+ONRiMBAQHce++9wLUdysGDB7ucp6amhr179xIYGMjAgQMBCAoKIigoyKX2yJEjlJaWMmjQIAICAr7V9d+qFLlFRESkTezevZu6ujoee+wxDAaD01xTUxOHDh1yet6yoqICuBbwoqKiWLt2LWlpaZw5c4a0tDT+8pe/OK1hNBoZO3asYzfSnc8//5zly5fT2NjIggULnG7Lf1ldXR0rV64EIDk5+aavt6PQzqWIiIi0ibfeegtfX18effRRl7mSkhIaGhqcwuXQoUN54oknmDFjBt/73vcc4//8z/9MXFwcv/zlL4mIiMDLywur1UpxcTE/+clPWjz/hQsXWLJkCcePHyc6OtptH9eZzWYWLVpEbW0tCQkJREZGfsOrvvVp51JERERaXX19PaWlpURERLi9vWwymRgwYAB9+vRxjI0aNYrU1FSnYAnXvhszMjKSuro6KisrASgsLKSxsdHluyuvq66uJikpidLSUqZMmUJmZiadOnVyW3vs2DGSkpKorq4mPj6etLS0b3rZHYJ2LkVERNqRqwOHtnULreKDDz7Abrczbdo0t/NGo9HpLfGv0qNHDwAaGhqAa+F0yJAhdO/e3aX26NGjLFu2DIvFwty5c1m8eHGLL+fs27ePjIwMbDYbaWlpJCQkfO2eOiqFSxERkXbku3gjuz0qLi7Gy8vL7ReRnzlzhsrKStLT053Gly1bxscff8z/+3//j9tuu81p7vqO5R133AFcC5cPPvigy9pHjhwhLS0Nm83Gc889x9y5c1vscc+ePaxYsQJvb2/WrFlDVFTUTV9nR6Tb4iIiItLqPvroI0JCQvDz83OZMxqN+Pn5MXLkSKfxnj17cvr0afLy8pzGDx8+jMlkIiIigu7du1NVVYXZbHa5JV5fX096ejpWq5Wf//znNwyW5eXlrFq1Ch8fH1599VUFy5ugnUsRERFpVVevXqWmpoaxY8e6nTeZTISFhbm8uf3kk09iMpl49dVXKS8vZ9iwYVRWVvLOO+/Qq1cvx06n0WgkKCiIYcOGOR2fk5ODxWJh+PDh2O128vPzXc4dHh5Ojx492LhxIzabjYiICOrq6tzWTpo0yeUtd1G4FBERkVZ24cIFmpub6dq1q8vclStXKCwsZMmSJS5zPXr0YPPmzfz617/GaDTy5z//me7du/PQQw/x5JNP0qtXLwD279/P/fff7/IcZUFBAQClpaWUlpa67W3Tpk0EBgZSVFQEXAuqRqPRbW1eXp7CpRudLBaLva2bEBER6Sjq6+sdIUjkm2rPf0d65lJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPManrRsQERGRjsFsNjNr1qwb1vTp04cdO3Y4/l1cXExKSgrbt2+nX79+AOzfv58tW7Zw/PhxvL29ueeee3jqqacYNmyYy3qNjY1ER0ezbNkyYmJiaGpqYtu2bbz77rtUV1fj4+PDkCFDSExMZNy4cU7HWq1WNm/ezO7du6mtrcVgMDBixAiSkpIYPnz4t/9AblEKlyIiItIqunXrxurVq93O5efnc+DAASZPnuw0bjKZCAkJcQTLHTt2sGbNGgYOHMhTTz3F5cuX+a//+i9SUlL49a9/zdChQ52OP3z4MFar1REcX3rpJXbu3MnYsWOZPXs2ly9fZseOHSxevJiMjAxmzJgBgN1uJz09nYKCAqKiooiLi+P8+fPk5uaSnJxMVlYW4eHhnv6IbgmdLBaLva2bEBER6Sjq6+vp1atXW7fRrpSVlTF//nzuueceNm3ahI/P3/a+fvSjHzFmzBiee+456urqiI2NZcCAAWRnZ3PbbbcBUF1dzWOPPcaYMWPYuHGj09rr16+nuLiYN998k6NHj7JgwQKmTp3Kiy++6Kj5/PPPiY+Pp6Ghgfz8fDp37syuXbvIyMhg3rx5LFy40FF79uxZ4uLi6NWrF9u2bfuOP5mWtee/Iz1zKSIiIm2mubmZzMxMADIyMpyCZX19PRUVFURERADw5z//GavVyrPPPusIlgDf+973ePbZZxk7dqzL+iaTifHjxwNw8OBBAObMmeNU4+/vT2RkJBcvXqS8vPyGtcHBwYSGhlJZWYnFYvk2l37L0m1xERGRduRy4eK2bqFFhjFZHl9z586djp3LkJAQpzmj0YjBYGDUqFEAFBYW4u/vz3333QdAU1MTTU1N3HbbbTz22GMua58+fZrq6mpHuJw7dy4TJ06kf//+LrXnzp0DwNvbG4BFixYRGxtL7969W6z18tIenTsKlyIiIu1I88Xjbd1Cq2lqaiInJ4fAwEASExNd5k0mE2PGjKFLly4AVFVV8U//9E98/PHHbNy4kcLCQq5evcrAgQN55plnHDuc1xmNRgICArj33nuBazuUgwcPdjlPTU0Ne/fuJTAwkIEDBwIQFBREUFCQS+2RI0coLS1l0KBBBAQEfNuP4JakyC0iIiJtYvfu3dTV1fHYY49hMBic5pqamjh06JBj1xHg4sWLXLx4keTkZIKCgnjxxRd5/vnnaWhoYOnSpezdu9dpDaPRyNixYx27ke58/vnnLF++nMbGRhYsWOB0W/7L6urqWLlyJQDJycnf4Io7BoVLERERaRNvvfUWvr6+PProoy5zJSUlNDQ0OIXLK1euUFdXx0MPPcQLL7xAVFQUsbGx5OTkYDAYWL9+PXb7tfeUrVYrxcXFTsd/2YULF0hLS+P48eNER0e77eM6s9lMamoqtbW1JCQkEBkZ+S2u/NamcCkiIiKtrr6+ntLSUiIiItzeXjaZTAwYMIA+ffo4xq6/xPPl5yt79+7NxIkTOXv2LFVVVcC15zMbGxtdvrvyuurqapKSkigtLWXKlClkZmbSqVMnt7XHjh0jKSmJ6upq4uPjSUtL+yaX3GHomUsREZF2xCtgSFu30Co++OAD7HY706ZNcztvNBpdnqEMDg7m448/pkePHi7118c+//xz4Fo4HTJkCN27d3epPXr0KMuWLcNisTB37lwWL17c4ss5+/btIyMjA5vNRlpaGgkJCTd1nR2RwqWIiEg78l28kd0eFRcX4+Xl5faLyM+cOUNlZSXp6elO48OHD+fjjz+moqKCESNGOM2dPn0awLHTaTKZePDBB13WPnLkCGlpadhsNp577jnmzp3bYo979uxhxYoVeHt7s2bNGqKiom76Ojsi3RYXERGRVvfRRx8REhKCn5+fy5zRaMTPz4+RI0c6jc+cOROAN954g6tXrzrGT548yYcffsjo0aPp2bMnVVVVmM1ml1vi9fX1pKenY7Va+fnPf37DYFleXs6qVavw8fHh1VdfVbC8Cdq5FBERkVZ19epVampq3H7pOVzbdQwLC3N5c/u+++4jPj6e//zP/yQ5OZnp06dz7tw5tm3bhq+vL8uWLQOuhdOgoCCX3xrPycnBYrEwfPhw7HY7+fn5LucODw+nR48ebNy4EZvNRkREBHV1dW5rJ02a5PKWuyhcioiISCu7cOECzc3NdO3a1WXuypUrFBYWsmTJErfHPvvss9x999384Q9/4NVXX+W2224jLCyMp556ijvvvBOA/fv3c//997s8R1lQUABAaWkppaWlbtfftGkTgYGBFBUVAdeCqtFodFubl5encOmGfltcRESkFbXn34SWfxzt+e9Iz1yKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMcoXIqIiIiIxyhcioiIiIjHKFyKiIiIiMf4tHUDIiIi0jGYzWZmzZp1w5o+ffqwY8cOx7+Li4tJSUlh+/btLFy4kNra2hsen5eXR9++fR3/bmxsJDo6mmXLlhETE0NTUxPbtm3j3Xffpbq6Gh8fH4YMGUJiYiLjxo1zWstqtbJ582Z2795NbW0tBoOBESNGkJSUxPDhw2/+A+ggFC5FRESkVXTr1o3Vq1e7ncvPz+fAgQNMnjzZadxkMhESEkK/fv1YsmQJly9fdjn2o48+4r/+678YPnw4vXv3dpo7fPgwVqvVERxfeukldu7cydixY5k9ezaXL19mx44dLF68mIyMDGbMmAGA3W4nPT2dgoICoqKiiIuL4/z58+Tm5pKcnExWVhbh4eGe+FhuOQqXIiIi0ioMBgPTp093GS8rK6OoqIj77ruPZ555xmnOaDQyfvx4ACZNmuRybENDAzk5OQQFBfGLX/wCHx/naGMymRg8eDC9evXi6NGj7Ny5k6lTp/Liiy86aubMmUN8fDxZWVlMmzaNzp078/7771NQUMC8efNYuHChozYmJoa4uDjWr1/Ptm3bvs3HcctSuBQREWlHfv2nzLZuoUXJD630+JrNzc1kZl675oyMDKdwWF9fT0VFBc8++2yLx2/atInq6mp+/vOfExwc7DJvMpmIiooC4ODBg8C1MPn3/P39iYyM5L/+678oLy9n6NChLdYGBwcTGhrKBx98gMViISgo6OYv+hancCkiItKOVNefbOsWWtXOnTspKytj/vz5hISEOM0ZjUYMBgOjRo1ye2xlZSW5ubmMHDmSBx980GX+9OnTVFdXO3Y+586dy8SJE+nfv79L7blz5wDw9vYGYNGiRcTGxrrcZv/7Wi8vvRftjsKliIiItImmpiZycnIIDAwkMTHRZd5kMjFmzBi6dOni9vhf//rXXL161eVW+nVGo5GAgADuvfde4NoO5eDBg13qampq2Lt3L4GBgQwcOBCAoKAgt7uSR44cobS0lEGDBhEQEPB1L7VDUeQWERGRNrF7927q6up47LHHMBgMTnNNTU0cOnTIsev4ZbW1tezdu5fRo0czYsQItzVGo5GxY8c6diPd+fzzz1m+fDmNjY0sWLDA5ZnNv1dXV8fKldceDUhOTv6qy+uwFC5FRESkTbz11lv4+vry6KOPusyVlJTQ0NDQYrjcvn07V69e5cc//rHbeavVSnFxcYvHA1y4cIG0tDSOHz9OdHS02z6uM5vNpKamUltbS0JCApGRkV9xdR2XbouLiIi0I9/rNbCtW2gV9fX1lJaWMnnyZLe3l00mEwMGDKBPnz5uj9+zZw/du3dv8euACgsLaWxsdPnuyuuqq6tZsmQJn3zyCVOmTGH16tV06tTJbe2xY8dYunQpn332GfHx8aSlpX3Nq+yYFC5FRETake/ijez26IMPPsButzNt2jS380ajkYiICLdzVVVVfPLJJzz66KMt3vI2mUwMGTKE7t27u8wdPXqUZcuWYbFYmDt3LosXL27x5Zx9+/aRkZGBzWYjLS2NhISEr3mFHZdui4uIiEirKy4uxsvLy+3O45kzZ6isrGzxlnZxcTEA999/f4vrm0wmt+H0yJEjLFq0iIsXL/Lcc8/x3HPPtRgs9+zZw09+8hOam5tZs2aNguXXpJ1LERERaXUfffQRISEh+Pn5ucwZjUb8/PwYOXJki8cC3HPPPW7nq6qqMJvNLrfE6+vrSU9Px2q1snr1an7wgx+02F95eTmrVq3Cx8eHrKwsRo8e/TWvTBQuRUREpFVdvXqVmpoaxo4d63beZDIRFhbW4pvbp06dwtfXlx49eridNxqNBAUFMWzYMKfxnJwcLBYLw4cPx263k5+f73JseHg4PXr0YOPGjdhsNiIiIqirq3NbO2nSJJe33EXhUkRERFrZhQsXaG5upmvXri5zV65cobCwkCVLlrR4vMViwd/fv8X5/fv3c//997vc7i4oKACgtLSU0tJSt8du2rSJwMBAioqKgGtB1Wg0uq3Ny8tTuHSjk8Visbd1EyIiIh1FfX09vXr1aus25B9ce/470gs9IiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMT5t3YCIiIh0DGazmVmzZt2wpk+fPuzYscPx7+LiYlJSUti+fTv9+vWjoaGB7Oxs9u7dy6effkr37t2JjIwkNTUVf39/l/UaGxuJjo5m2bJlxMTE0NTUxLZt23j33Xeprq7Gx8eHIUOGkJiYyLhx45yOtVqtbN68md27d1NbW4vBYGDEiBEkJSUxfPhwj3wmtyKFSxEREWkV3bp1Y/Xq1W7n8vPzOXDgAJMnT3YaN5lMhISE0K9fP5qamnjmmWf461//ytSpUwkNDeWjjz4iNzeXI0eO8Jvf/AZfX1+n4w8fPozVanUEx5deeomdO3cyduxYZs+ezeXLl9mxYweLFy8mIyODGTNmAGC320lPT6egoICoqCji4uI4f/48ubm5JCcnk5WVRXh4+HfwKf3jU7gUERGRVmEwGJg+fbrLeFlZGUVFRdx3330888wzTnNGo5Hx48cD8MEHH/DXv/6VRx55hJ/85CeOmuDgYH7961/zpz/9iUceecTpeJPJxODBg+nVqxdHjx5l586dTJ06lRdffNFRM2fOHOLj48nKymLatGl07tyZ999/n4KCAubNm8fChQsdtTExMcTFxbF+/Xq2bdvmkc/lVqNnLkVERKTNNDc3k5mZCUBGRgY+Pn/b96qvr6eiooKIiAgAPvnkEwAeeOABpzUmTZoEwIkTJ1zWN5lMjnB68OBB4FqY/Hv+/v5ERkZy8eJFysvLb1gbHBxMaGgolZWVWCyWm77ejkA7lyIiIu3I3z9v2N48/PDDHl9z586dlJWVMX/+fEJCQpzmjEYjBoOBUaNGAdC/f38APv74Y6eAeerUKQB69+7tdPzp06eprq52hMu5c+cyceJExzp/79y5cwB4e3sDsGjRImJjY13W/PtaLy/t0bmjcCkiItKO1NXVtXULraapqYmcnBwCAwNJTEx0mTeZTIwZM4YuXboAMHHiRCIjI9m8eTM9e/Zk1KhRVFRU8Morr9C7d2+X8Gs0GgkICODee+8Fru1QDh482OU8NTU17N27l8DAQAYOHAhAUFAQQUFBLrVHjhyhtLSUQYMGERAQ8G0/gluSwqWIiIi0id27d1NXV0dycjIGg8FprqmpiUOHDjk9g+nt7c2TTz7JJ598ws9//nPHePfu3dm0aRM9e/Z0WsNoNDJ27FjHbqQ7n3/+OcuXL6exsZFFixY53Zb/srq6OlauXAlAcnLyzVxqh6L9XBEREWkTb731Fr6+vjz66KMucyUlJTQ0NDhuacO1N7/nz59PXV0dKSkprFu3jkWLFtHc3ExKSgplZWWOWqvVSnFxsdPxX3bhwgXS0tI4fvw40dHRbvu4zmw2k5qaSm1tLQkJCURGRn7Dq771aedSREREWl19fT2lpaVMnjzZ7e1lk8nEgAED6NOnj2Ns06ZNNDU1sWnTJsetbrh2uzwhIYF//dd/5fe//z0AhYWFNDY2unx35XXV1dUsWbKETz75hClTprB69Wo6derktvbYsWMsXbqUzz77jPj4eNLS0r7Npd/yFC5FRETaEXcvkNyKPvjgA+x2O9OmTXM7bzQaHW+JX1deXs6dd97pFCzh2os+oaGh7N+/n88//xx/f39MJhNDhgyhe/fuLmsfPXqUZcuWYbFYmDt3LosXL27x5Zx9+/aRkZGBzWYjLS2NhISEb3jFHYfCpYiISDvyXbyR3R4VFxfj5eXl9ovIz5w5Q2VlJenp6U7jnTt3prm52e1618ftdjtwbefzwQcfdKk7cuQIaWlp2Gw2nnvuOebOndtij3v27GHFihV4e3uzZs0aoqKivvb1dWR65lJERERa3UcffURISAh+fn4uc0ajET8/P0aOHOk0HhERQVVVFfv373caLy8vp7i4mKFDh9K1a1eqqqowm80ut8Tr6+tJT0/HarXy85///IbBsry8nFWrVuHj48Orr76qYHkTtHMpIiIirerq1avU1NQwduxYt/Mmk4mwsDCXN7effvppioqKSE9P5+GHH2bQoEFUV1fzzjvv4OPjw7/8y78A18JpUFAQw4YNczo+JycHi8XC8OHDsdvt5Ofnu5w7PDycHj16sHHjRmw2GxEREdTV1bmtnTRpkstb7qJwKSIiIq3swoULNDc307VrV5e5K1euUFhYyJIlS1zmevfuze9+9ztycnLYt28f77zzDoGBgURERPDkk086vhx9//793H///S7PURYUFABQWlpKaWmp2942bdpEYGAgRUVFwLWgajQa3dbm5eUpXLrRyWKx2Nu6CRERkY6ivr6eXr16tXUb8g+uPf8d6ZlLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYn7ZuQERERDoGs9nMrFmzbljTp08fduzY4fh3cXExKSkpbN++nX79+nHhwgWys7PZu3cvly5d4nvf+x4PP/wwP/zhD/Hyct0za2xsJDo6mmXLlhETE0NTUxPbtm3j3Xffpbq6Gh8fH4YMGUJiYiLjxo1zOtZqtbJ582Z2795NbW0tBoOBESNGkJSUxPDhwz3ymdyKFC5FRESkVXTr1o3Vq1e7ncvPz+fAgQNMnjzZadxkMhESEkK/fv24dOkSTz75JFVVVUyaNInw8HDKysrYsGEDRUVFvPTSS3Tq1Mnp+MOHD2O1Wh3B8aWXXmLnzp2MHTuW2bNnc/nyZXbs2MHixYvJyMhgxowZANjtdtLT0ykoKCAqKoq4uDjOnz9Pbm4uycnJZGVlER4e/h18Sv/4FC5FRESkVRgMBqZPn+4yXlZWRlFREffddx/PPPOM05zRaGT8+PEAbN68maqqKn784x871Q0ePJi1a9fy5z//mYceesjpeJPJxODBg+nVqxdHjx5l586dTJ06lRdffNFRM2fOHOLj48nKymLatGl07tyZ999/n4KCAubNm8fChQsdtTExMcTFxbF+/Xq2bdvmkc/lVqNnLkVERKTNNDc3k5mZCUBGRgY+Pn/b96qvr6eiooKIiAgA/vd//5fbb7+dBQsWOK3xyCOPEBgYyPbt213WN5lMjnB68OBB4FqY/Hv+/v5ERkZy8eJFysvLb1gbHBxMaGgolZWVWCyWb3rZtzTtXIqIiLQj22b9Z1u30KLH8uI9vubOnTspKytj/vz5hISEOM0ZjUYMBgOjRo0C4OzZs9x9993cdtttTnVeXl7069eP48ePY7fbHbfGT58+TXV1tSNczp07l4kTJ9K/f3+XPs6dOweAt7c3AIsWLSI2NpbevXu3WOvuGU9RuBQREWlXzhTXtnULraapqYmcnBwCAwNJTEx0mTeZTIwZM4YuXboAcPvtt9PQ0OB2LYvFQmNjIxcuXCAoKAi4Fk4DAgK49957gWs7lIMHD3Y5tqamhr179xIYGMjAgQMBCAoKcqzz944cOUJpaSmDBg0iICDgm1z2LU+RW0RERNrE7t27qaur47HHHsNgMDjNNTU1cejQIceuI8CIESM4ffo0f/3rX51qjx07Rm3ttVBus9kc40ajkbFjxzp2I935/PPPWb58OY2NjSxYsMDptvyX1dXVsXLlSgCSk5O//oV2MAqXIiIi0ibeeustfH19efTRR13mSkpKaGhocAqXSUlJeHl58fzzz7N7927MZjP79u3jJz/5iWMX8XqQtFqtFBcXOx3/ZRcuXCAtLY3jx48THR3tto/rzGYzqamp1NbWkpCQQGRk5De97FuebouLiIhIq6uvr6e0tJTJkye7vb1sMpkYMGAAffr0cYwNGzaMdevW8Ytf/IKf/vSnwLU30J944glqamrYsWOHY63CwkIaGxtdvrvyuurqapYsWcInn3zClClTWL16tcvXGF137Ngxli5dymeffUZ8fDxpaWnf9vJvaQqXIiIi7cg/jerz1UW3gA8++AC73c60adPczhuNRsdb4n/vgQceYMeOHZSXl9PU1MTdd9+NwWAgJSWF4OBgx/OZJpOJIUOG0L17d5c1jh49yrJly7BYLMydO5fFixe3+HLOvn37yMjIwGazkZaWRkJCwre46o5B4VJERKQd+S7eyG6PiouL8fLycvtF5GfOnKGyspL09HSn8aKiIqqqqnjkkUe45557HOMXL16ktLSU6Ohox5jJZOLBBx90WfvIkSOkpaVhs9l47rnnmDt3bos97tmzhxUrVuDt7c2aNWuIior6Jpfa4ShcioiISKv76KOPCAkJwc/Pz2XOaDTi5+fHyJEjncYLCwvJycnhe9/7HmFhYcC1X9L5t3/7N5qamoiPvxbMq6qqMJvNLrfE6+vrSU9Px2q1snr1an7wgx+02F95eTmrVq3Cx8eHrKwsRo8e/S2vuONQuBQREZFWdfXqVWpqahg7dqzbeZPJRFhYmMub24888gjbt29nxYoVPPbYY3Tv3p19+/ZhMplYsGCB42uGjEYjQUFBDBs2zOn4nJwcLBYLw4cPx263k5+f73Lu8PBwevTowcaNG7HZbERERFBXV+e2dtKkSS5vuYvCpYiIiLSyCxcu0NzcTNeuXV3mrly5QmFhIUuWLHGZ69mzJ9nZ2WzatIm33noLm83GgAED+Nd//VemTJniqNu/fz/333+/y3OUBQUFAJSWllJaWuq2t02bNhEYGEhRURFwLagajUa3tXl5eQqXbnSyWCz2tm5CRESko6ivr6dXr15t3Yb8g2vPf0f6nksRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8Riftm5AREREOgaz2cysWbNuWNOnTx927Njh+HdxcTEpKSls376dfv36OdVeunSJuLg4YmJiSE5OdlnLarXy+9//nl27dlFfX09wcDCzZs0iLi4Ob29vl/qzZ88yc+ZMXn/9dcLCwrBarWzevJndu3dTW1uLwWBgxIgRJCUlMXz4cKdjLRYLb7zxBh9++CH19fX4+/szevRoUlJSuPPOO7/+h3QLULgUERGRVtGtWzdWr17tdi4/P58DBw4wefJkp3GTyURISIhLsLRarSxbtoy6ujq36zU3N/OTn/yE/fv3M3PmTIYNG0ZBQQEbN27kk08+4ac//anLMUajkdtvv52RI0dit9tJT0+noKCAqKgo4uLiOH/+PLm5uSQnJ5OVlUV4eDgANpuN1NRUKisrmTFjBkOHDsVsNpObm8uBAwfIyclh4MCB3+Qj+4ekcCkiIiKtwmAwMH36dJfxsrIyioqKuO+++3jmmWec5oxGI+PHj3caO3nyJD/72c84efJki+f6n//5H0wmE08//TSJiYkAzJ49m1/84hds376dmJgYl91Hk8lEWFgYnTt3ZteuXRQUFDBv3jwWLlzoqImJiSEuLo7169ezbds2ALZu3crJkydZvnw5s2fPdtRGR0fzxBNP8Nprr7Fhw4av+Sn949MzlyIiItJmmpubyczMBCAjIwMfn7/te9XX11NRUUFERIRj7He/+x0JCQnU19fzox/9qMV1//SnP9G5c2ceffRRp/Ef//jHALz77rtO41euXKGwsNBxroMHDwIwZ84cp7rg4GBCQ0OprKzEYrEAUFBQQOfOnYmJiXGqHTJkCHfddRdFRUVf+TncSrRzKSL/n717j6r6vvP9/5SLdgsCtiihpsR71FpEFBxlvB1sratKtVI9RPrzQgfEKIlDzNQx6BJPnak3iKNNrKQm7Zww1mF5CSmlwzjV43cDXkDnUI0ow2EsoGwLm1qVXZH9+yPLHXf2xqjZAYTX4x/W/nw+38/nvffij9f6fG8i0oV8M9/9ad6u4N/mDvT4nMeOHaOyspIVK1YQFhbm1GcYBiaTifHjxzvaLl++zNy5c0lJSaGmpob333/f7bwVFRUMGzYMk8nk1D5o0CD69+/P73//e6f28vJy7ty5w+TJkwFYs2YN8fHxDBzo+p0bGxsB8PL6eI9uy5YtNDY2ulzHabfbaWpqcozrKRQuRUREupAzlnudXUKHaW1tJScnh8DAQMep64eZzWYmTpxI7969HW2bN292fK6pqXE7b0tLC3/605+cQunDBg4cSF1dnVObYRgMHz6ckJAQAIKCgggKCnI59sKFC1RUVDBixAgCAgIACA4OJjg42GVsYWEhN2/eZNq0aW7r6K56VpQWERGRLqOoqIiGhgYWL17sssPY2trKmTNnXK63fDhotufPf/4zAH379nXb/6UvfYm7d+86tZnNZpe1Pq2hoYGNGzcCuL07/WFVVVVs374db29vkpKSPrPm7kThUkRERDrFoUOH6NOnj8t1kQDnz5/n9u3bnxn43LHb7U5/3fU/fAq7traWmpqaR65VV1dHamoq9fX1JCYmMn369HbHXr58mVWrVnHr1i3S09MZPXr0E3+HZ5nCpYiIiHQ4i8VCRUUFMTExjtPLDzObzQwZMoTQ0NAnnvvBjmVLS4vb/paWFvz8/JzW8vf3Jzw83O34ixcvkpSUxLVr11iyZAlpaWntrm0YBitXrsRqtZKenk58fPwT1/+s0zWXIiIiXUjUAN/OLqFDnDx5ErvdzuzZs932G4bhdJf4k/Dz8yMoKKjdZ2A2NDQ4hVaz2Ux0dLTTneoPnDhxgoyMDGw2G2lpaSQmJra7bl5eHjt27MDLy4vMzMx2v1t3p3ApIiLShXwRd2R3ReXl5Xh5eTkeRP6w69evU11dzbp16556/q9//eucPXuWlpYWvvSlLznaa2trsVqtjuBns9k4d+6c27WOHz/Ohg0b8Pb2ZuvWrcTGxra7Xm5uLllZWQQEBLBt2zYiIyOfuvZnnU6Li4iISIe7dOkSYWFhTqenHzAMAz8/PyIiIp56/m9/+9vYbDbHg84f+MUvfgHA3LlzASgrK8NmszkeQfTAlStX2LRpEz4+Prz55puPDJbFxcVkZ2cTGBjIvn37enSwBO1cioiISAe7f/8+tbW1TJo0yW3/gzfluDtN/bi+9a1vcfToUX76059SV1fHmDFjKCkp4d///d/5/ve/z4svvgh8HGRHjhzp8iih3bt3Y7PZiImJoaGhgYKCApc1ZsyYgclkYteuXdjtdqZOnUplZSWVlZUuY929mai7UrgUERGRDtXc3ExbWxv9+vVz6Xvwppy1a9d+rjV69erFzp072b9/P7/97W/58MMP+epXv8ratWtZvHixY1xxcTGzZs1yOra1tdXxVh3DMDAMw+0aR44cobm52fG8zfz8fJc3/zzQk8JlL6vV6v4+fREREfE4i8XCgAEDOrsMecZ15f8jXXMpIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIe49PZBYiIiEjPUFdXx/z58x85JjQ0lKNHjzo+l5eXk5KSwuHDhxk0aJDT2Fu3bpGQkEBcXBzJycntzrlt2zYMw3Ca99O2bNnCtWvX+NnPfuZY991336WiooKWlhaee+45Zs+ezbJly+jdu7fTsSdOnOD999/n8uXLtLa28rWvfY358+fz/e9/Hy+vnrePp3ApIiIiHaJ///5s3rzZbV9BQQElJSXMnDnTqd1sNhMWFuYSLFtaWnjttddoaGh45Jq/+tWv+Nd//VdCQ0MfOa6kpITvf//7AJSVlfHyyy/z5S9/mZdeeonAwEBOnz5NTk4O//mf/8nu3bsdobGgoIBNmzbxwgsvsHz5cr70pS/xu9/9jp07d1JZWUlGRsYj1+2OFC5FRESkQ5hMJubMmePSXllZSVlZGePGjWP16tVOfYZhMGXKFKe2qqoq3njjDaqqqtpdq6Wlhd27d/Ov//qvn1nX5cuXsVgsjnW2bt2Kn58f7733HsHBwQDEx8eTlZVFbm4ux48fZ9asWfzlL39h27ZtPP/88/zyl7/kS1/6EgCLFy/m7/7u7/jggw9YuHAhY8aM+cwaupOet1crIiIiXUZbWxuZmZkAZGRk4OPzyb6XxWLh6tWrxMTEONreffddEhMTsVgsvPTSS27nvHLlCt/73vf413/9VxYsWMDAgQMfWYPZbGbAgAGMHDmSGzdu8N///d9Mnz7dESwf+M53vgN8fMocoKKigtu3b/Od73zHESwfeBCiy8rKHudn6Fa0cykiItKFmDJXdXYJ7bq78acen/PYsWNUVlayYsUKwsLCnPoMw8BkMjF+/HhH2+XLl5k7dy4pKSnU1NTw/vvvu8xZW1vLgAED2Lx5M1FRUXz3u999ZA1ms5nJkycD8JWvfIV//dd/pU+fPi7j/vjHPwI4TomPHTuWX/3qV/Tr189lbGNjo9PYnkThUkREpAvxrrrY2SV0mNbWVnJycggMDGTp0qUu/WazmYkTJzrdQLN582bH55qaGrfzTpkyhRkzZjxWDX/605+oqKhw7IL6+Pi4hNwH/vf//t8ATJgwAYDevXszePBgt9/r4MGDTmN7kp4Xp0VERKRLKCoqoqGhgcWLF2MymZz6WltbOXPmjMv1lp++U9udxxnzQElJCb169SI6OvqR49555x1Onz7NqFGjmDZt2iPH/uQnP6G6upoZM2bw4osvPnYt3YV2LkVERKRTHDp0iD59+rBo0SKXvvPnz3P79m2XcOlpZrOZcePG4efn1+6Yd955h3379vHlL3+Zf/iHf2j3VHdbWxs/+clPOHr0KC+88AIbNmz4osru0rRzKSIiIh3OYrFQUVFBTEwMAQEBLv1ms5khQ4Z85iOEPg+73U5JSUm7Aba1tZV/+Id/YN++fQwcOJC33nrL5ZFID9y9e5fXX3+dw4cPM3ToUN566y0CAwO/sNq7Mu1cioiIdCH3h/WMx9acPHkSu93O7Nmz3fYbhuF0l/gX4dKlSzQ2NroNl3fu3GH9+vUUFxczdOhQsrOzee6559zOc/PmTf72b/+Wjz76iPHjx7N9+3a3gbmnULgUERHpQr6IO7K7ovLycry8vNxe63j9+nWqq6tZt27dF1qD2WzmueeeY9iwYU7td+/e5ZVXXuHChQtMnDiRbdu24e/v73aOP/7xj6SmplJTU8O3vvUtNm3ahK+v7xdad1encCkiIiId7tKlS4SFhbm91tEwDPz8/IiIiPhCa3j4EUQP+/GPf8yFCxeYOnUq//iP/9huWLx//z4/+tGPqKmp4Xvf+x5/93d/R69evb7Qmp8FCpciIiLSoe7fv09tbS2TJk1y2282m4mKinJ6oLqnWa1WLl68yLJly5za//M//5Pf/va3+Pr6MnnyZIqKilyOHTRoEOHh4RQVFXHhwgUCAgIYO3Ysv/nNb1zGDh8+nBEjRnxRX6NLUrgUERGRDtXc3ExbW5vbh4/fu3ePs2fPsnbt2i+0hpKSEry9vYmKinJqP336tKOObdu2uT32O9/5DuHh4Y6xf/rTnxxvGfq0H/7whz0uXPayWq32zi5CRESkp7BYLAwYMKCzy5BnXFf+P9KjiERERETEYxQuRURERMRjFC5FRERExGMULkVERETEYxQuRURERMRjFC5FRERExGMULkVERETEYxQuRURERMRjFC5FRERExGMULkVERETEYxQuRURERMRjFC5FRERExGMULkVERETEY3w6uwARERHpGerq6pg/f/4jx4SGhnL06FHH5/LyclJSUjh8+DCDBg1yGnvr1i0SEhKIi4sjOTnZZa76+np+9rOfUVpaSlNTE/3792fy5MmsXLmSAQMGuIy/ceMG8+bNY+/evURFRdHS0sKBAwcoKiqivr4ek8lEeHg4SUlJjB071ulYq9XK/v37OXXqFBaLBX9/fyZMmEBKSgqDBw9+/B+pG1C4FBERkQ7Rv39/Nm/e7LavoKCAkpISZs6c6dRuNpsJCwtzCZYtLS289tprNDQ0uJ2vqamJpKQkbt26xYIFCxg8eDBVVVUcOXKE0tJS3n33XYKDg52OMQyDvn37EhERgd1uZ926dZSWlhIbG0tCQgJNTU3k5eWRnJxMdnY20dHRANhsNlJTU6murmbu3LmMGTOGuro68vLyKCkpIScnh2HDhj3tz/bMUbgUERGRDmEymZgzZ45Le2VlJWVlZYwbN47Vq1c79RmGwZQpU5zaqqqqeOONN6iqqmp3rbfffpubN2/y5ptvMnnyZEf7pEmTeO211/j5z3/O66+/7nSM2WwmKioKX19fCgsLKS0tZdmyZaxatcoxJi4ujoSEBHbu3MnBgwcByM3NpaqqivXr17NgwQLH2FmzZrF8+XL27NlDVlbWY/xC3YOuuRQREZFO09bWRmZmJgAZGRn4+Hyy72WxWLh69SoxMTGOtnfffZfExEQsFgsvvfRSu/OWlpYyaNAgp2AJMG3aNPz9/SkrK3Nqv3fvHmfPnnWsdfr0aQAWLlzoNC4kJITIyEiqq6uxWq2OtXx9fYmLi3MaO2rUKIYOHeqyVnennUsREZEu5O7ZVzu7hHaZJmZ7fM5jx45RWVnJihUrCAsLc+ozDAOTycT48eMdbZcvX2bu3LmkpKRQU1PD+++/73beffv2cefOHZf2u3fvcvfuXby8nPfXysvLuXPnjiOMrlmzhvj4eAYOHOgyR2NjI4Bjji1bttDY2Ii3t7fTOLvdTlNTk8ta3Z3CpYiISBfS9qePOruEDtPa2kpOTg6BgYEsXbrUpd9sNjNx4kR69+7taNu8ebPjc01NTbtzh4SEuG3Pzc3l/v37TJw40andMAyGDx/uOC4oKIigoCCX4y9cuEBFRQUjRowgICAAgODgYJfrNwEKCwu5efMm06ZNa7fO7qhnRWkRERHpMoqKimhoaGDx4sWYTCanvtbWVs6cOeNyveXDQfNJnTlzhnfeeQc/Pz+WLFni1Gc2m13W+rSGhgY2btwI4Pbu9IdVVVWxfft2vL29SUpKeuqan0UKlyIiItIpDh06RJ8+fVi0aJFL3/nz57l9+/ZnBr7HVVJSQnp6Om1tbWzevNlpZ7O2tpaamppHrlVXV0dqair19fUkJiYyffr0dsdevnyZVatWcevWLdLT0xk9erRHvsOzQuFSREREOpzFYqGiooKYmBjH6eWHmc1mhgwZQmho6Ode69ixY/zt3/4t9+/f53/9r//lcprabDbj7+9PeHi42+MvXrxIUlIS165dY8mSJaSlpbW7lmEYrFy5EqvVSnp6OvHx8Z+7/meNrrkUERHpQrwCRnV2CR3i5MmT2O12Zs+e7bbfMAynu8Sf1ltvvcWBAwfw9/fnJz/5CVFRUS5jzGYz0dHRTneqP3DixAkyMjKw2WykpaWRmJjY7lp5eXns2LEDLy8vMjMz2/1u3Z3CpYiISBfyRdyR3RWVl5fj5eXleBD5w65fv051dTXr1q37XGvs2rWLf/mXf+G5554jKyvL7YPMbTYb586dc7vW8ePH2bBhA97e3mzdupXY2Nh218rNzSUrK4uAgAC2bdtGZGTk56r9WaZwKSIiIh3u0qVLhIWF4efn59JnGAZ+fn5EREQ89fyHDx/mX/7lX3j++ed5++233T5SCKCsrAybzebyPMwrV66wadMmfHx8yM7OZsKECe2uVVxcTHZ2NoGBgbz99ts96m087ihcioiISIe6f/8+tbW1TJo0yW3/gzfluDtN/Tju3r3L3r17AZgxYwbnzp1zGWMymZgxYwaGYTBy5EiXRwnt3r0bm81GTEwMDQ0NFBQUuMwxY8YMTCYTu3btwm63M3XqVCorK6msrHQZ6+7NRN2VwqWIiIh0qObmZtra2ujXr59L34M35axdu/ap57906RJ/+tOfAPjnf/5nt2NCQ0OZMWMGxcXFzJo1y6mvtbXV8VYdwzAwDMPtHEeOHKG5udnxvM38/Hzy8/Pdju1J4bKX1Wq1d3YRIiIiPYXFYmHAgAGdXYY847ry/5EeRSQiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHuPT2QWIiIhIz1BXV8f8+fMfOSY0NJSjR486PpeXl5OSksLhw4cZNGiQ09hbt26RkJBAXFwcycnJLnM1Njbys5/9jOLiYhobG/na177GwoUL+d73vkevXr1cxt+4cYN58+axd+9eoqKiaGlp4cCBAxQVFVFfX4/JZCI8PJykpCTGjh3rdKzVamX//v2cOnUKi8WCv78/EyZMICUlhcGDBz/+j9QNKFyKiIhIh+jfvz+bN29221dQUEBJSQkzZ850ajebzYSFhbkEy5aWFl577TUaGhrczvfnP/+ZlJQUrl+/Tnx8PM8//zzFxcX85Cc/oaqqitdff93lGMMw6Nu3LxEREdjtdtatW0dpaSmxsbEkJCTQ1NREXl4eycnJZGdnEx0dDYDNZiM1NZXq6mrmzp3LmDFjqKurIy8vj5KSEnJychg2bNjT/GTPJIVLERER6RAmk4k5c+a4tFdWVlJWVsa4ceNYvXq1U59hGEyZMsWpraqqijfeeIOqqqp213r//fepqanhxz/+Md/85jcBWLhwIenp6eTl5fE//+f/JCwszOkYs9lMVFQUvr6+FBYWUlpayrJly1i1apVjTFxcHAkJCezcuZODBw8CkJubS1VVFevXr2fBggWOsbNmzWL58uXs2bOHrKysx/yVnn265lJEREQ6TVtbG5mZmQBkZGTg4/PJvpfFYuHq1avExMQ42t59910SExOxWCy89NJL7c77l7/8hTFjxhAbG+vUPmnSJOx2O5cvX3Zqv3fvHmfPnnWsdfr0aeDjQPqwkJAQIk3ZBhcAAQAASURBVCMjqa6uxmq1AlBaWoqvry9xcXFOY0eNGsXQoUMpKyt7nJ+i29DOpYiISBfysw8zO7uEdiV/Z6PH5zx27BiVlZWsWLHCZSfRMAxMJhPjx493tF2+fJm5c+eSkpJCTU0N77//vtt5P70D+vDxAF/96led2svLy7lz5w6TJ08GYM2aNcTHxzNw4ECXORobGwHw8vp4j27Lli00Njbi7e3tNM5ut9PU1OQY11MoXIqIiHQh1yztn+rtblpbW8nJySEwMJClS5e69JvNZiZOnEjv3r0dbZs3b3Z8rqmpeax17t69S21tLb/+9a/54IMPmD59Ol//+tedxhiGwfDhwwkJCQEgKCiIoKAgl7kuXLhARUUFI0aMICAgAIDg4GCCg4NdxhYWFnLz5k2mTZv2WHV2FwqXIiIi0imKiopoaGggOTkZk8nk1Nfa2sqZM2dcdiAfDpqP6+233yY3NxeAr33ta7z66qsuY8xmM9OnT3/kPA0NDWzc+PHurbu70x9WVVXF9u3b8fb2Jikp6Ylrfpb1rH1aERER6TIOHTpEnz59WLRokUvf+fPnuX37tsvNPE/jr//6r9mxYwcvv/wyzc3NJCYmcvHiRUd/bW0tNTU1j1yrrq6O1NRU6uvrSUxMfGQQvXz5MqtWreLWrVukp6czevToz/0dniUKlyIiItLhLBYLFRUVxMTEOE4vP8xsNjNkyBBCQ0M/91pRUVFMmzaNpUuXsnfvXlpaWvinf/onp7X8/f0JDw93e/zFixdJSkri2rVrLFmyhLS0tHbXMgyDlStXYrVaSU9PJz4+/nPX/6zRaXEREZEu5GsDesbzEE+ePIndbmf27Nlu+w3DcLpL3FNefPFFhgwZwqVLlxxtZrOZ6OhopzvVHzhx4gQZGRnYbDbS0tJITExsd+68vDx27NiBl5cXmZmZ7X637k7hUkREpAv5Iu7I7orKy8vx8vJyPIj8YdevX6e6upp169Y91dx2u50f/OAH9O7dm5///Ocu/bdv36ZPnz7Axw9AP3funNu1jh8/zoYNG/D29mbr1q0ujzV6WG5uLllZWQQEBLBt2zYiIyOfqvbuQKfFRUREpMNdunSJsLAw/Pz8XPoMw8DPz4+IiIinmrtXr14MGDCAiooKSkpKnPp+85vfUF9fz4wZMwAoKyvDZrM5HkH0wJUrV9i0aRM+Pj68+eabjwyWxcXFZGdnExgYyL59+3p0sATtXIqIiEgHu3//PrW1tUyaNMlt/4M35bg7Tf24Xn31Vf7v//2//N3f/R0LFy7k+eef5/e//z0ffvghL7zwAqmpqcDHQXbkyJEujxLavXs3NpuNmJgYGhoaKCgocFljxowZmEwmdu3ahd1uZ+rUqVRWVlJZWeky1t2biborhUsRERHpUM3NzbS1tdGvXz+Xvgdvylm7du3nWuOFF17gvffe4+233yY/P59bt24REhLCSy+9xIoVK/D39wc+3nWcNWuW07Gtra2Ot+oYhoFhGG7XOHLkCM3NzY7nbebn55Ofn+92bE8Kl72sVqu9s4sQERHpKSwWCwMGDOjsMuQZ15X/j3TNpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jE9nFyAiIiI9Q11dHfPnz3/kmNDQUI4ePer4XF5eTkpKCocPH2bQoEFOY2/dukVCQgJxcXEkJyd/5vpvvPEGv/3tbzly5Ahf/epXXfpv3LjBvHnz2Lt3L1FRUbS0tHDgwAGKioqor6/HZDIRHh5OUlISY8eOdTrWarWyf/9+Tp06hcViwd/fnwkTJpCSksLgwYM/s7buROFSREREOkT//v3ZvHmz276CggJKSkqYOXOmU7vZbCYsLMwlWLa0tPDaa6/R0NDwWGv/+te/5re//e0jxxiGQd++fYmIiMBut7Nu3TpKS0uJjY0lISGBpqYm8vLySE5OJjs7m+joaABsNhupqalUV1czd+5cxowZQ11dHXl5eZSUlJCTk8OwYcMeq87uQOFSREREOoTJZGLOnDku7ZWVlZSVlTFu3DhWr17t1GcYBlOmTHFqq6qq4o033qCqquqx1q2rq2P79u307t2bv/zlL+2OM5vNREVF4evrS2FhIaWlpSxbtoxVq1Y5xsTFxZGQkMDOnTs5ePAgALm5uVRVVbF+/XoWLFjgGDtr1iyWL1/Onj17yMrKeqxauwNdcykiIiKdpq2tjczMTAAyMjLw8flk38tisXD16lViYmIcbe+++y6JiYlYLBZeeumlz5z//v37bNq0ieeff95lV/Rh9+7d4+zZs461Tp8+DcDChQudxoWEhBAZGUl1dTVWqxWA0tJSfH19iYuLcxo7atQohg4dSllZ2WfW2Z1o51JERKQLefh6w67mu9/9rsfnPHbsGJWVlaxYsYKwsDCnPsMwMJlMjB8/3tF2+fJl5s6dS0pKCjU1Nbz//vuPnP/dd9/lo48+4r333uOXv/xlu+PKy8u5c+cOkydPBmDNmjXEx8czcOBAl7GNjY0AeHl9vEe3ZcsWGhsb8fb2dhpnt9tpampyjOspFC5FRES6kMe9hrA7aG1tJScnh8DAQJYuXerSbzabmThxIr1793a0bd682fG5pqbmkfNXVFSQk5PDq6++ytChQx851jAMhg8fTkhICABBQUEEBQW5jLtw4QIVFRWMGDGCgIAAAIKDgwkODnYZW1hYyM2bN5k2bdoj1+5uelaUFhERkS6jqKiIhoYGFi9ejMlkcuprbW3lzJkzLtdbPhw0H+XOnTts2rSJCRMmsGjRos8cbzabXdb6tIaGBjZu3AjwmXenV1VVsX37dry9vUlKSnqsmrsL7VyKiIhIpzh06BB9+vRxG/7Onz/P7du3PzPwtWfnzp00Nzfz1ltv0atXr0eOra2tpaam5pFr1dXVsWbNGurr60lMTGT69Ontjr18+TJpaWncunWL119/ndGjRz/Vd3hWaedSREREOpzFYqGiooKYmBjH6eWHmc1mhgwZQmho6BPP/R//8R988MEHrFy5kt69e2O1WrFardy7dw/4+PmYD27GebCWv78/4eHhbue7ePEiSUlJXLt2jSVLlpCWltbu2oZhsHLlSqxWK+np6cTHxz9x/c867VyKiIh0Ie5uIOmOTp48id1uZ/bs2W77DcNwukv8SecG2LZtG9u2bXPp/8EPfgB8cke42WwmOjra6U71B06cOEFGRgY2m420tDQSExPbXTcvL48dO3bg5eVFZmZmu9+tu1O4FBER6UK+iDuyu6Ly8nK8vLwcDyJ/2PXr16murmbdunVPNfcPfvADt8/T/OUvf0lpaSmZmZl8+ctfBj5+APq5c+fcrnX8+HE2bNiAt7c3W7duJTY2tt01c3NzycrKIiAggG3bthEZGflUtXcHCpciIiLS4S5dukRYWBh+fn4ufYZh4OfnR0RExFPNPXToULd3hxcUFAAQHh7ueP1jWVkZNpvN8QiiB65cucKmTZvw8fEhOzubCRMmtLtecXEx2dnZBAYG8vbbb/eot/G4o3ApIiIiHer+/fvU1tYyadIkt/0P3pTj7jS1pxmGwciRI10eJbR7925sNhsxMTE0NDQ4gunDZsyYgclkYteuXdjtdqZOnUplZSWVlZUuY93tpHZXCpciIiLSoZqbm2lra6Nfv34ufQ/elLN27doOqaW4uJhZs2Y5tbW2tjreqmMYBoZhuD32yJEjNDc3O563mZ+fT35+vtuxPSlc9rJarfbOLkJERKSnsFgsDBgwoLPLkGdcV/4/0qOIRERERMRjFC5FRERExGMULkVERETEYxQuRURERMRjFC5FRERExGMULkVERETEYxQuRURERMRjFC5FRERExGMULkVERETEYxQuRURERMRjFC5FRERExGMULkVERETEY3w6uwARERHpGerq6pg/f/4jx4SGhnL06FHH5/LyclJSUjh8+DCDBg1yGnvr1i0SEhKIi4sjOTnZZa533nmHffv2uV3nhz/8ocsxN27cYN68eezdu5eoqChaWlo4cOAARUVF1NfXYzKZCA8PJykpibFjxzoda7Va2b9/P6dOncJiseDv78+ECRNISUlh8ODBj/zO3Y3CpYiIiHSI/v37s3nzZrd9BQUFlJSUMHPmTKd2s9lMWFiYS7BsaWnhtddeo6Ghod31rl69islk4kc/+pFL3/Dhw13aDMOgb9++REREYLfbWbduHaWlpcTGxpKQkEBTUxN5eXkkJyeTnZ1NdHQ0ADabjdTUVKqrq5k7dy5jxoyhrq6OvLw8SkpKyMnJYdiwYZ/5+3QXCpciIiLSIUwmE3PmzHFpr6yspKysjHHjxrF69WqnPsMwmDJlilNbVVUVb7zxBlVVVY9c78qVKwwdOtTtmu6YzWaioqLw9fWlsLCQ0tJSli1bxqpVqxxj4uLiSEhIYOfOnRw8eBCA3NxcqqqqWL9+PQsWLHCMnTVrFsuXL2fPnj1kZWU9Vg3dga65FBERkU7T1tZGZmYmABkZGfj4fLLvZbFYuHr1KjExMY62d999l8TERCwWCy+99FK787a0tPCHP/yBoUOHPlYd9+7d4+zZs461Tp8+DcDChQudxoWEhBAZGUl1dTVWqxWA0tJSfH19iYuLcxo7atQohg4dSllZ2WPV0F1o51JERKQLOTj/f3d2Ce1afGSJx+c8duwYlZWVrFixgrCwMKc+wzAwmUyMHz/e0Xb58mXmzp1LSkoKNTU1vP/++27nraqqoq2tzXE62maz4e3t7RReH1ZeXs6dO3eYPHkyAGvWrCE+Pp6BAwe6jG1sbATAy+vjPbotW7bQ2NiIt7e30zi73U5TU5NjXE+hcCkiItKFXC+v7+wSOkxrays5OTkEBgaydOlSl36z2czEiRPp3bu3o23z5s2OzzU1Ne3OfeXKFeDjMLpo0SJqamrw8vIiIiKCV199lRdffNFpvGEYDB8+nJCQEACCgoIICgpymffChQtUVFQwYsQIAgICAAgODiY4ONhlbGFhITdv3mTatGmf8Ut0Lz0rSouIiEiXUVRURENDA4sXL8ZkMjn1tba2cubMGZfrLR8Omo/yIFyeP3+ehQsXsn37dpKSkvjoo4/4m7/5Gy5evOg03mw2u6z1aQ0NDWzcuBHA7d3pD6uqqmL79u14e3uTlJT0WDV3F9q5FBERkU5x6NAh+vTpw6JFi1z6zp8/z+3btz8z8LXnr/7qr/Dz8+Oll15y7EBOmzaNKVOmkJSUxK5du8jJyQGgtraWmpqaR65VV1fHmjVrqK+vJzExkenTp7c79vLly6SlpXHr1i1ef/11Ro8e/VTf4VmlcCkiIiIdzmKxUFFRwcyZMx2nlx9mNpsZMmQIoaGhTzX/1KlTmTp1qkv7mDFj+MY3vsGFCxe4ffs2fn5+mM1m/P39CQ8PdzvXxYsXSU9P549//CNLliwhLS2t3XUNw+CNN97gzp07pKenEx8f/1T1P8sULkVERLqQ58Y/XZh61pw8eRK73c7s2bPd9huG4XSXuCd9+ctfxm63c/fuXUe4jI6Odnuzz4kTJ8jIyMBms5GWlkZiYmK78+bl5bFjxw68vLzIzMxs97t1dwqXIiIiXcgXcUd2V1ReXo6Xl5fjQeQPu379OtXV1axbt+6p5rbb7Sxfvhz4+NFFn1ZdXY2fnx/9+/fHZrNx7tw5t2sdP36cDRs24O3tzdatW4mNjW13zdzcXLKysggICGDbtm1ERkY+Ve3dgW7oERERkQ536dIlwsLC8PPzc+kzDAM/Pz8iIiKeau5evXoRGBjIxYsXOXHihFPfhx9+SHV1NXPmzMHb25uysjJsNpvjEUQPXLlyhU2bNuHj48Obb775yGBZXFxMdnY2gYGB7Nu3r0cHS9DOpYiIiHSw+/fvU1tby6RJk9z2P3hTTnvPpHwcr7zyChUVFbzxxhssWLCAwYMH8/vf/54PP/yQoUOHkpqaCnwcZEeOHOnyKKHdu3djs9mIiYmhoaGBgoIClzVmzJiByWRi165d2O12pk6dSmVlJZWVlS5jH/ctQd2BwqWIiIh0qObmZtra2ujXr59L34M35axdu/ZzrTF06FDee+899u3bR2FhIbdu3WLAgAG89NJLLF++3LF2cXExs2bNcjq2tbXV8VYdwzAwDMPtGkeOHKG5udnxvM38/Hzy8/Pdju1J4bKX1Wq1d3YRIiIiPYXFYmHAgAGdXYY847ry/5GuuRQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj/Hp7AJERESkZ6irq2P+/PmPHBMaGsrRo0cdn8vLy0lJSeHw4cMMGjTIaeytW7dISEggLi6O5ORkt/P95je/4Ve/+hVXr16lb9++hIeH8/LLL/PCCy+4jL1x4wbz5s1j7969REVF0dLSwoEDBygqKqK+vh6TyUR4eDhJSUmMHTvW6Vir1cr+/fs5deoUFosFf39/JkyYQEpKCoMHD368H6ibULgUERGRDtG/f382b97stq+goICSkhJmzpzp1G42mwkLC3MJli0tLbz22ms0NDS0u96+fft45513GD9+PGlpady8eZODBw+SlJTEL37xC7761a86jTcMg759+xIREYHdbmfdunWUlpYSGxtLQkICTU1N5OXlkZycTHZ2NtHR0QDYbDZSU1Oprq5m7ty5jBkzhrq6OvLy8igpKSEnJ4dhw4Y9zU/2TFK4FBERkQ5hMpmYM2eOS3tlZSVlZWWMGzeO1atXO/UZhsGUKVOc2qqqqnjjjTeoqqpqd62PPvqIAwcOMHXqVLZt24a3tzcA0dHRrFy5kvfee4/169c7HWM2m4mKisLX15fCwkJKS0tZtmwZq1atcoyJi4sjISGBnTt3cvDgQQByc3Opqqpi/fr1LFiwwDF21qxZLF++nD179pCVlfWYv9KzT9dcioiISKdpa2sjMzMTgIyMDHx8Ptn3slgsXL16lZiYGEfbu+++S2JiIhaLhZdeeqndeQ8fPkxbWxvp6emOYAkQGRlJcnIyX//6153G37t3j7NnzzrWOn36NAALFy50GhcSEkJkZCTV1dVYrVYASktL8fX1JS4uzmnsqFGjGDp0KGVlZY/7c3QL2rkUERHpQr6Z3/5p3s72b3MHenzOY8eOUVlZyYoVKwgLC3PqMwwDk8nE+PHjHW2XL19m7ty5pKSkUFNTw/vvv+923rNnzzJs2DDHqe979+7R1tZGnz59+OEPf+gyvry8nDt37jB58mQA1qxZQ3x8PAMHun7nxsZGALy8Pt6j27JlC42NjU4hFsBut9PU1OQY11MoXIqIiHQhZyz3OruEDtPa2kpOTg6BgYEsXbrUpd9sNjNx4kR69+7taNu8ebPjc01Njdt57927R21tLTExMZSVlbFnzx5+//vfAzB27FheffVVvvGNbzgdYxgGw4cPJyQkBICgoCCCgoJc5r5w4QIVFRWMGDGCgIAAAIKDgwkODnYZW1hYyM2bN5k2bdpj/BrdR8+K0iIiItJlFBUV0dDQwOLFizGZTE59ra2tnDlzxuV6y4eDZnv+/Oc/09bWxv/7f/+PtLQ0Ro8ezT/+4z+yZs0aampqSE1NdYTNB8xms8tan9bQ0MDGjRsB2r07/YGqqiq2b9+Ot7c3SUlJn1lzd6KdSxEREekUhw4dok+fPixatMil7/z589y+ffszA587f/nLXwC4du0ar7zyCkuWLHH0RUVFsWzZMrKzs9m/fz8AtbW11NTUPHKturo61qxZQ319PYmJiUyfPr3dsZcvXyYtLY1bt27x+uuvM3r06Cf+Ds8y7VyKiIhIh7NYLFRUVBATE+M4vfwws9nMkCFDCA0NfeK5H+yCent7Ex8f79T34osv8o1vfIP//M//5O7du461/P39CQ8PdzvfxYsXSUpK4tq1ayxZsoS0tLR21zYMg5UrV2K1WklPT3dZvyfQzqWIiEgXEjXAt7NL6BAnT57Ebrcze/Zst/2GYTjdJf4k+vXrh5+fHz4+PvTp08el/ytf+Qp2u53bt29jMpkwm81ER0c73an+wIkTJ8jIyMBms5GWlkZiYmK76+bl5bFjxw68vLzIzMxs97t1dwqXIiIiXcgXcUd2V1ReXo6Xl5fjQeQPu379OtXV1axbt+6p5u7Vqxdjxozh7NmzNDQ0uNzx/Yc//AGTycSXv/xlbDYb586dc7vW8ePH2bBhA97e3mzdupXY2Nh218zNzSUrK4uAgAC2bdtGZGTkU9XeHei0uIiIiHS4S5cuERYWhp+fn0ufYRj4+fkRERHx1PPPmzcPu93Ovn37nNqLi4u5fPkysbGxeHl5UVZWhs1mczyC6IErV66wadMmfHx8ePPNNx8ZLIuLi8nOziYwMJB9+/b16GAJ2rkUERGRDnb//n1qa2uZNGmS2/4Hb8pxd5r6cX3729/md7/7HR988AF//OMfmTZtGn/4wx84dOgQAwYMcLx1xzAMRo4c6fIood27d2Oz2YiJiaGhoYGCggKXNWbMmIHJZGLXrl3Y7XamTp1KZWUllZWVLmPdvZmou1K4FBERkQ7V3NxMW1sb/fr1c+l78KactWvXfu51fvzjH/OrX/2Ko0ePsmvXLvz9/fnmN79JamqqI0wWFxcza9Ysp+NaW1sdb9UxDAPDMNzOf+TIEZqbmx3P28zPzyc/P9/t2J4ULntZrVZ7ZxchIiLSU1gsFgYMGNDZZcgzriv/H+maSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGJ/OLkBERER6hrq6OubPn//IMaGhoRw9etTxuby8nJSUFA4fPsygQYOcxt66dYuEhATi4uJITk526ouOjv7Mek6fPu30+caNG8ybN4+9e/cSFRVFS0sLBw4coKioiPr6ekwmE+Hh4SQlJTF27FinY61WK/v37+fUqVNYLBb8/f2ZMGECKSkpDB48+DNr6U4ULkVERKRD9O/fn82bN7vtKygooKSkhJkzZzq1m81mwsLCXIJlS0sLr732Gg0NDW7na2+dkpISCgoKXNYBMAyDvn37EhERgd1uZ926dZSWlhIbG0tCQgJNTU3k5eWRnJxMdna2I8DabDZSU1Oprq5m7ty5jBkzhrq6OvLy8igpKSEnJ4dhw4Z95u/TXShcioiISIcwmUzMmTPHpb2yspKysjLGjRvH6tWrnfoMw2DKlClObVVVVbzxxhtUVVW1u5a7dW7cuMGuXbsICwtj48aNLv1ms5moqCh8fX0pLCyktLSUZcuWsWrVKseYuLg4EhIS2LlzJwcPHgQgNzeXqqoq1q9fz4IFCxxjZ82axfLly9mzZw9ZWVnt1trd6JpLERER6TRtbW1kZmYCkJGRgY/PJ/teFouFq1evEhMT42h79913SUxMxGKx8NJLLz3RWtu2baO5uZm///u/x8/Pz6nv3r17nD171rHWg1PmCxcudBoXEhJCZGQk1dXVWK1WAEpLS/H19SUuLs5p7KhRoxg6dChlZWVPVOezTjuXIiIiXYgpc9VnD+okdzf+1ONzHjt2jMrKSlasWEFYWJhTn2EYmEwmxo8f72i7fPkyc+fOJSUlhZqaGt5///3HWuf06dP8n//zf5gzZw6RkZEu/eXl5dy5c4fJkycDsGbNGuLj4xk4cKDL2MbGRgC8vD7eo9uyZQuNjY14e3s7jbPb7TQ1NTnG9RQKlyIiIl2Id9XFzi6hw7S2tpKTk0NgYCBLly516TebzUycOJHevXs72jZv3uz4XFNT89hr/fSnP8XHx4fU1FS3/YZhMHz4cEJCQgAICgoiKCjIZdyFCxeoqKhgxIgRBAQEABAcHExwcLDL2MLCQm7evMm0adMeu87uoGdFaREREekyioqKaGhoYPHixZhMJqe+1tZWzpw543K95cNB83FduHCBixcvMmfOHJ577jm3Y8xms8tan9bQ0OC4VvPTd6d/WlVVFdu3b8fb25ukpKQnrvlZpnApIiIineLQoUP06dOHRYsWufSdP3+e27dvf2bge9x1ABITE93219bWUlNT88i16urqSE1Npb6+nsTERKZPn97u2MuXL7Nq1Spu3bpFeno6o0eP/nxf4BmjcCkiIiIdzmKxUFFRQUxMjOP08sPMZjNDhgwhNDT0c61z7949DMNg9OjRDBkyxO0Ys9mMv78/4eHhbvsvXrxIUlIS165dY8mSJaSlpbW7nmEYrFy5EqvVSnp6OvHx8Z+r/meRrrkUERHpQu4PG9PZJXSIkydPYrfbmT17ttt+wzCc7hJ/WmfPnuX27dt861vfaneM2WwmOjra6U71B06cOEFGRgY2m420tLR2dz8B8vLy2LFjB15eXmRmZrb73bo7hUsREZEu5Iu4I7srKi8vx8vLy+2bdK5fv051dTXr1q3zyDoAf/VXf+W232azce7cObdrHT9+nA0bNuDt7c3WrVuJjY1td53c3FyysrIICAhg27Ztbu9I7ykULkVERKTDXbp0ibCwMJfnTcLHu5Z+fn5ERER4ZB2TydTuKfGysjJsNpvjEUQPXLlyhU2bNuHj40N2djYTJkxod43i4mKys7MJDAzk7bff7lFv43FH4VJEREQ61P3796mtrWXSpElu+x+8KcfdaeonVVNTQ0hISLvPmjQMg5EjR7o8Smj37t3YbDZiYmJoaGigoKDA5dgZM2ZgMpnYtWsXdrudqVOnUllZSWVlpctYd28M6q4ULkVERKRDNTc309bWRr9+/Vz6HrwpZ+3atR5Zq6mpiREjRrTbX1xczKxZs5zaWltbHW/VMQwDwzDcHnvkyBGam5sdz9vMz88nPz/f7dieFC57Wa1We2cXISIi0lNYLBYGDBjQ2WXIM64r/x/pUUQiIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxPp1dgIiIiPQMdXV1zJ8//5FjQkNDOXr0qONzeXk5KSkpHD58mEGDBjmNvXXrFgkJCcTFxZGcnOwy182bN3nrrbcwm800NzczcOBAvv3tb7NixQp69+7tMv7GjRvMmzePvXv3EhUVRUtLCwcOHKCoqIj6+npMJhPh4eEkJSUxduxYp2OtViv79+/n1KlTWCwW/P39mTBhAikpKQwePPjxf6RuQOFSREREOkT//v3ZvHmz276CggJKSkqYOXOmU7vZbCYsLMwlWLa0tPDaa6/R0NDgdr4///nP/PCHP+TGjRvExcUxcuRIzp49y89//nMuXbrEm2++6XKMYRj07duXiIgI7HY769ato7S0lNjYWBISEmhqaiIvL4/k5GSys7OJjo4GwGazkZqaSnV1NXPnzmXMmDHU1dWRl5dHSUkJOTk5DBs27Gl+smeSwqWIiIh0CJPJxJw5c1zaKysrKSsrY9y4caxevdqpzzAMpkyZ4tRWVVXFG2+8QVVVVbtrHT16lLq6Ol5++WWWLl0KwMKFC9myZQsffPABxcXFTJ482ekYs9lMVFQUvr6+FBYWUlpayrJly1i1apVjTFxcHAkJCezcuZODBw8CkJubS1VVFevXr2fBggWOsbNmzWL58uXs2bOHrKysx/yVnn265lJEREQ6TVtbG5mZmQBkZGTg4/PJvpfFYuHq1avExMQ42t59910SExOxWCy89NJL7c773//93wD89V//tVP7jBkzgI8D7cPu3bvH2bNnHWudPn0a+DiQPiwkJITIyEiqq6uxWq0AlJaW4uvrS1xcnNPYUaNGMXToUMrKyh75G3Q32rkUERHpQu6efbWzS2iXaWK2x+c8duwYlZWVrFixgrCwMKc+wzAwmUyMHz/e0Xb58mXmzp1LSkoKNTU1vP/++27nfeGFFwD4r//6L6dT0jU1NQAMGDDAaXx5eTl37txx7GauWbOG+Ph4Bg4c6DJ3Y2MjAF5eH+/RbdmyhcbGRry9vZ3G2e12mpqaHON6CoVLERGRLqTtTx91dgkdprW1lZycHAIDAx2nrh9mNpuZOHGi0803mzdvdnx+EBTdmT9/PsePHyc7O5s+ffowYsQILly4wDvvvMOwYcP4H//jfziNNwyD4cOHExISAkBQUBBBQUEu8164cIGKigpGjBhBQEAAAMHBwQQHB7uMLSws5ObNm0ybNu2zf4xupGdFaREREekyioqKaGhoYPHixZhMJqe+1tZWzpw543K9pbu7vN3p27cvqamp2O12XnvtNb773e+yceNGvvKVr/BP//RPfOlLX3IabzabXdb6tIaGBjZu3Ajg9u70h1VVVbF9+3a8vb1JSkp6rJq7C4VLERER6RSHDh2iT58+LFq0yKXv/Pnz3L59+zMDX3t+85vf8PLLL2O323nllVfYvn07P/zhD7FYLCQnJ3Pjxg3H2NraWmpqah65Vl1dHampqdTX15OYmMj06dPbHXv58mVWrVrFrVu3SE9PZ/To0U/1HZ5VOi0uIiIiHc5isVBRUcHMmTMdp5cfZjabGTJkCKGhoU81/549e+jTpw85OTmOxxhNnz6diRMnkpqaSlZWFv/4j//oWMvf35/w8HC3c128eJH09HT++Mc/smTJEtLS0tpd1zAM3njjDe7cuUN6ejrx8fFPVf+zTOFSRESkC/EKGNXZJXSIkydPYrfbmT17ttt+wzCc7hJ/ElarlYaGBmJiYlyejxkZGckLL7zAmTNnHG1ms5no6GinO9UfOHHiBBkZGdhsNtLS0khMTGx33by8PHbs2IGXlxeZmZntfrfuTuFSRESkC/ki7sjuisrLy/Hy8nI8iPxh169fp7q6mnXr1j3V3D4+PvTq1Yu2tja3/ffv38dutwMfPwD93Llzbtc6fvw4GzZswNvbm61btxIbG9vumrm5uWRlZREQEMC2bduIjIx8qtq7A11zKSIiIh3u0qVLhIWF4efn59JnGAZ+fn5EREQ81dz+/v6MGzeOM2fOcOXKFae+4uJirl27xqRJkwAoKyvDZrO5PFD9ypUrbNq0CR8fH958881HBsvi4mKys7MJDAxk3759PTpYgnYuRUREpIPdv3+f2tpaR8D7tAdvynF3mvpxvf766yQnJ5OcnMzChQt5/vnnuXLlCkeOHOErX/mK47pJwzAYOXKky6OEdu/ejc1mIyYmhoaGBgoKClzWmDFjBiaTiV27dmG325k6dSqVlZUuD2gH3L6ZqLtSuBQREZEO1dzcTFtbG/369XPpe/CmnLVr136uNYYPH84vfvEL9u/fT35+Ps3NzXzlK1/hO9/5Dn/zN3/jeIh6cXExs2bNcjq2tbXV8VYdwzAwDMPtGkeOHKG5udnxvM38/Hzy8/Pdju1J4bKX1Wq1d3YRIiIiPYXFYnF5O4zIk+rK/0e65lJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPManswsQERGRnqGuro758+c/ckxoaChHjx51fC4vLyclJYXDhw8zaNAgp7G3bt0iISGBuLg4kpOTXea6fv06b731FsXFxdhsNoYMGcLixYuZM2eO27Vv3LjBvHnz2Lt3L1FRUbS0tHDgwAGKioqor6/HZDIRHh5OUlISY8eOdTrWarWyf/9+Tp06hcViwd/fnwkTJpCSksLgwYMf7wfqJhQuRUREpEP079+fzZs3u+0rKCigpKSEmTNnOrWbzWbCwsJcgmVLSwuvvfYaDQ0Nbuerr69n+fLlNDU18Z3vfIcxY8ZQVlbGpk2b+Oijj1i7dq3LMYZh0LdvXyIiIrDb7axbt47S0lJiY2NJSEigqamJvLw8kpOTyc7OJjo6GgCbzUZqairV1dXMnTuXMWPGUFdXR15eHiUlJeTk5DBs2LCn+cmeSQqXIiIi0iFMJpPbXcPKykrKysoYN24cq1evduozDIMpU6Y4tVVVVfHGG29QVVXV7lpvvvkmjY2N/OhHP+J73/seAPHx8Tz33HP88z//M9OnTycyMtLpGLPZTFRUFL6+vhQWFlJaWsqyZctYtWqVY0xcXBwJCQns3LmTgwcPApCbm0tVVRXr169nwYIFjrGzZs1i+fLl7Nmzh6ysrMf8lZ59uuZSREREOk1bWxuZmZkAZGRk4OPzyb6XxWLh6tWrxMTEONreffddEhMTsVgsvPTSS27nvHfvHoZh8LWvfc0p7AEsX74cgMOHD7scc/bsWcdap0+fBmDhwoVO40JCQoiMjKS6uhqr1QpAaWkpvr6+xMXFOY0dNWoUQ4cOpays7LF+i+5CO5ciIiJdyM8+zOzsEtqV/J2NHp/z2LFjVFZWsmLFCsLCwpz6DMPAZDIxfvx4R9vly5eZO3cuKSkp1NTU8P7777vMabVasdlsDB8+nF69ejn19evXj/79+3Px4kWn9vLycu7cucPkyZMBWLNmDfHx8QwcONBl/sbGRgC8vD7eo9uyZQuNjY14e3s7jbPb7TQ1NTnG9RQKlyIiIl3INUv7p3q7m9bWVnJycggMDGTp0qUu/WazmYkTJ9K7d29H2+bNmx2fa2pq3M5rMpkAuH37tkvf/fv3uXXrFi0tLU7thmEwfPhwQkJCAAgKCiIoKMjl+AsXLlBRUcGIESMICAgAIDg4mODgYJexhYWF3Lx5k2nTprmts7vqWVFaREREuoyioiIaGhpYvHixIxA+0NraypkzZ1yut3w4aLbH39+fYcOGceHCBerr6536fve739Ha2orNZnNqN5vNLmt9WkNDAxs3frx76+7u9IdVVVWxfft2vL29SUpK+syauxOFSxEREekUhw4dok+fPixatMil7/z589y+ffszA197kpOTsdlsvPLKKxQXF1NXV8evf/1r/uEf/oGAgACnaztra2upqal55Fp1dXWkpqZSX19PYmIi06dPb3fs5cuXWbVqFbdu3SI9PZ3Ro0c/1Xd4Vum0uIiIiHQ4i8VCRUUFM2fOdJxefpjZbGbIkCGEhoY+1fwzZ84kIyOD7OxsXnnlFQACAwN55ZVX+O1vf+t0p7nZbMbf35/w8HC3c128eJH09HT++Mc/smTJEtLS0tpd1zAM3njjDe7cuUN6ejrx8fFPVf+zTOFSRESkC/nagJ7xPMSTJ09it9uZPXu2237DMJzuEn8a8+bN41vf+hZXrlzBy8uL4cOH07t3b/bv38/zzz/vGGc2m4mOjnbazXzgxIkTZGRkYLPZSEtLIzExsd318vLy2LFjB15eXmRmZrb73bo7hUsREZEu5Iu4I7srKi8vx8vLy/Eg8oddv36d6upq1q1b99TzG4bBn/70J+bMmeP0Np3/+q//4vr163znO98BPn4A+rlz59yudfz4cTZs2IC3tzdbt24lNja23fVyc3PJysoiICCAbdu2uTxDsydRuBQREZEOd+nSJcLCwvDz83PpMwwDPz8/IiIinnr+f/u3f+M3v/kNX//61x2POLp37x67d++mT58+judXlpWVYbPZHI8geuDKlSts2rQJHx8fsrOzmTBhQrtrFRcXk52dTWBgIG+//XaPehuPOwqXIiIi0qHu379PbW0tkyZNctv/4E057k5TP64f/OAH/Md//Adr1qzh+9//Pl/60pcoKCigoqKCDRs2OB4dZBgGI0eOdHmU0O7du7HZbMTExNDQ0EBBQYHLGjNmzMBkMrFr1y7sdjtTp06lsrKSyspKl7Htvc+8O1K4FBERkQ7V3NxMW1sb/fr1c+l78KYcd+/+fhLDhg3jrbfeYt++fbz33nu0tbUxcuRIdu/e7RRqi4uLmTVrltOxra2tjrfqGIaBYRhu1zhy5AjNzc2O523m5+eTn5/vdmxPCpe9rFarvbOLEBER6SksFgsDBgzo7DLkGdeV/4/0nEsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8Rifzi5AREREeoa6ujrmz5//yDGhoaEcPXrU8bm8vJyUlBQOHz7MoEGDsFqt7N+/n1OnTmGxWPD392fChAmkpKQwePBgp7laWlp47733KCwsxGKxEBISwvz580lISMDb29tl7Rs3bjBv3jz27t1LVFQULS0tHDhwgKKiIurr6zGZTISHh5OUlMTYsWOdjn2Suro7hUsRERHpEP3792fz5s1u+woKCigpKWHmzJlO7WazmbCwMAYNGoTNZiM1NZXq6mrmzp3LmDFjqKurIy8vj5KSEnJychg2bBgAbW1t/OhHP6K4uJh58+bx9a9/ndLSUnbv3s1///d/8/d///cuNRiGQd++fYmIiMBut7Nu3TpKS0uJjY0lISGBpqYm8vLySE5OJjs7m+joaIAnqqsnULgUERGRDmEymZgzZ45Le2VlJWVlZYwbN47Vq1c79RmGwZQpUwDIzc2lqqqK9evXs2DBAseYWbNmsXz5cvbs2UNWVhYA//7v/47ZbObll19m6dKlACxYsIB/+Id/4PDhw8TFxbnsPprNZqKiovD19aWwsJDS0lKWLVvGqlWrHGPi4uJISEhg586dHDx48Inr6gl0zaWIiIh0mra2NjIzMwHIyMjAx+eTfS+LxcLVq1eJiYkBoLS0FF9fX+Li4pzmGDVqFEOHDqWsrMzR9uGHH+Lr68uiRYucxv5//9//B0B+fr5T+7179zh79qxjrdOnTwOwcOFCp3EhISFERkZSXV2N1Wp94rp6Au1cioiIdCEPX2/Y1Xz3u9/1+JzHjh2jsrKSFStWEBYW5tRnGAYmk4nx48cDsGXLFhobG12ul7Tb7TQ1NeHl9cmeWUVFBcOGDcNkMjmNHTRoEP379+f3v/+9U3t5eTl37txh8uTJAKxZs4b4+HgGDhzoUnNjYyOAY70nqasnULgUERHpQhoaGjq7hA7T2tpKTk4OgYGBjlPXDzObzUycOJHevXsDEBwcTHBwsMu4wsJCbt68ybRp04CPb+T505/+5AilnzZw4EDq6uqc2gzDYPjw4YSEhAAQFBREUFCQy7EXLlygoqKCESNGEBAQ8ER19RQ9K0qLiIhIl1FUVERDQwOLFy922WFsbW3lzJkzjust21NVVcX27dvx9vYmKSkJgD//+c8A9O3b1+0xX/rSl7h7965Tm9ls/sy1Ghoa2LhxIwDJyclPXFdPoXApIiIineLQoUP06dPH5bpIgPPnz3P79u1HBr7Lly+zatUqbt26RXp6OqNHjwY+Ph398N9Ps9vtTqewa2trqampeeRadXV1pKamUl9fT2JiItOnT3/iunoKhUsRERHpcBaLhYqKCmJiYhynlx9mNpsZMmQIoaGhbo83DIOVK1ditVpJT08nPj7e0fdgx7KlpcXtsS0tLfj5+Tmt5e/vT3h4uNvxFy9eJCkpiWvXrrFkyRLS0tLa/V6Pqqun0DWXIiIiXYi7G0i6o5MnT2K325k9e7bbfsMwHHduf1peXh47duzAy8uLzMxMlzn8/PwICgpq9/rVhoYGp9BqNpuJjo52ulP9gRMnTpCRkYHNZiMtLY3ExMR2v9Nn1dVTKFyKiIh0IV/EHdldUXl5OV5eXo4HkT/s+vXrVFdXs27dOpe+3NxcsrKyCAgIYNu2bURGRrqd/+tf/zpnz56lpaWFL33pS4722tparFarI/jZbDbOnTvndq3jx4+zYcMGvL292bp1K7Gxse1+n8etqyfQaXERERHpcJcuXSIsLMzp9PQDhmHg5+dHRESEU3txcTHZ2dkEBgayb9++Rwa4b3/729hsNseDzh/4xS9+AcDcuXMBKCsrw2azOR5B9MCVK1fYtGkTPj4+vPnmm48Mlk9SV0+gnUsRERHpUPfv36e2tpZJkya57X/wppxPn6betWsXdrudqVOnUllZSWVlpcuxD94A9K1vfYujR4/y05/+lLq6OsaMGUNJSQn//u//zve//31efPFF4OMgO3LkSJdHCe3evRubzUZMTAwNDQ0UFBS4rDVjxgxMJtMT1dUTKFyKiIhIh2pubqatrY1+/fq59D14U87atWud2q9fv05NTQ3w8dt1Pv2GnQcehLhevXqxc+dO9u/fz29/+1s+/PBDvvrVr7J27VoWL17sGF9cXMysWbOc5mhtbXW8VccwDAzDcLvWkSNHaG5ufqK6eoJeVqvV/X36IiIi4nEWi4UBAwZ0dhnyjOvK/0e65lJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPManswsQERGRnqGuro758+c/ckxoaChHjx51fC4vLyclJYXDhw8zaNAgrFYr+/fv59SpU1gsFvz9/ZkwYQIpKSkMHjz4kWsnJCSwbt065s6d63bMjRs3mDdvHnv37iUqKoqWlhYOHDhAUVER9fX1mEwmwsPDSUpKYuzYsU7HPm1d3ZHCpYiIiHSI/v37s3nzZrd9BQUFlJSUMHPmTKd2s9lMWFgYgwYNwmazkZqaSnV1NXPnzmXMmDHU1dWRl5dHSUkJOTk5DBs2zGXuxsZG1q5dy927dx9Zn2EY9O3bl4iICOx2O+vWraO0tJTY2FgSEhJoamoiLy+P5ORksrOziY6OBnjqurorhUsRERHpECaTiTlz5ri0V1ZWUlZWxrhx41i9erVTn2EYTJkyBYDc3FyqqqpYv349CxYscIyZNWsWy5cvZ8+ePWRlZTkdX15ezsaNG7lx48Zn1mc2m4mKisLX15fCwkJKS0tZtmwZq1atcoyJi4sjISGBnTt3cvDgwaeuqzvTNZciIiLSadra2sjMzAQgIyMDH59P9r0sFgtXr14lJiYGgNLSUnx9fYmLi3OaY9SoUQwdOpSysjKn9m3btpGSkoLdbncKfe7cu3ePs2fPOtY6ffo0AAsXLnQaFxISQmRkJNXV1Vit1qeqq7vTzqWIiEgXcnD+/+7sEtq1+MgSj8957NgxKisrWbFiBWFhYU59hmFgMpkYP348AFu2bKGxsRFvb2+ncXa7naamJry8nPfMrly5QmJiIitWrOB3v/sdhw8fbreO8vJy7ty5w+TJkwFYs2YN8fHxDBw40GVsY2MjgGO9J62ru1O4FBER6UKul9d3dgkdprW1lZycHAIDA1m6dKlLv9lsZuLEifTu3RuA4OBggoODXcYVFhZy8+ZNpk2b5tS+d+9ex7GfxTAMhg8fTkhICABBQUEEBQW5jLtw4QIVFRWMGDGCgICAp6qru+tZUVpERES6jKKiIhoaGli8eDEmk8mpr7W1lTNnzjiut2xPVVUV27dvx9vbm6SkJKe+xw2W8HGQ/ay1Ghoa2LhxIwDJyclPXVd3p3ApIiIineLQoUP06dOHRYsWufSdP3+e27dvPzLwXb58mVWrVnHr1i3S09MZPXr0U9VRW1tLTU3NI9eqq6sjNTWV+vp6EhMTmT59+hde17NK4VJEREQ6nMVioaKigpiYGMfp5YeZzWaGDBlCaGio2+MNw2DlypVYrVbS09OJj49/6lrMZjP+/v6Eh4e77b948SJJSUlcu3aNJUuWkJaW1u5cnqzrWaVrLkVERLqQ58a7D1PdzcmTJ7Hb7cyePdttv2EYjju3Py0vL48dO3bg5eVFZmZmu3M8LrPZTHR0tNOd6g+cOHGCjIwMbDYbaWlpJCYmtjuPp+t6VilcioiIdCFfxB3ZXVF5eTleXl6OB5E/7Pr161RXV7Nu3TqXvtzcXLKysggICGDbtm1ERkZ+rjpsNhvnzp1zu9bx48fZsGED3t7ebN26ldjY2Hbn8XRdzzKFSxEREelwly5dIiwsDD8/P5c+wzDw8/MjIiLCqb24uJjs7GwCAwN5++23PfLWm7KyMmw2m+MRRA9cuXKFTZs24ePjQ3Z2NhMmTGh3ji+irmeZwqWIiIh0qPv371NbW8ukSZPc9j94U86nT1Pv2rULu93O1KlTqayspLKy0uVYd28AehTDMBg5cqTLo4R2796NzWYjJiaGhoYGCgoKXI6dMWMGJpPpC6nrWaZwKSIiIh2qubmZtrY2+vXr59L34E05a9eudWq/fv06NTU1AOTn55Ofn+927icNccXFxcyaNcuprbW11fFWHcMwMAzD7bFHjhyhubn5C6nrWdbLarXaO7sIERGRnsJisTBgwIDOLkOecV35/0iPIhIRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY9RuBQRERERj1G4FBERERGPUbgUEREREY/x6ewCREREpGeoq6tj/vz5jxwTGhrK0aNHHZ/Ly8tJSUnh8OHDDBo0CKvVyv79+zl16hQWiwV/f38mTJhASkoKgwcPdpqrvr6en/3sZ5SWltLU1ET//v2ZPHkyK1euZMCAAS5r37hxg3nz5rF3716ioqJoaWnhwIEDFBUVUV9fj8lkIjw8nKSkJMaOHet07JPU1d0pXIqIiEiH6N+/P5s3b3bbV1BQQElJCTNnznRqN5vNhIWFMWjQIGw2G6mpqVRXVzN37lzGjBlDXV0deXl5lJSUkJOTw7BhwwBoamoiKSmJW7dusWDBAgYPHkxVVRVHjhyhtLSUd999l+DgYKe1DMOgb9++REREYLfbWbduHaWlpcTGxpKQkEBTUxN5eXkkJyeTnZ1NdHQ0wBPV1RMoXIqIiEiHMJlMzJkzx6W9srKSsrIyxo0bx+rVq536DMNgypQpAOTm5lJVVcX69etZsGCBY8ysWbNYvnw5e/bsISsrC4C3336bmzdv8uabbzJ58mTH2EmTJvHaa6/x85//nNdff91pLbPZTFRUFL6+vhQWFlJaWsqyZctYtWqVY0xcXBwJCQns3LmTgwcPPnFdPYGuuRQREZFO09bWRmZmJgAZGRn4+Hyy72WxWLh69SoxMTEAlJaW4uvrS1xcnNMco0aNYujQoZSVlTnaSktLGTRokFOwBJg2bRr+/v5OYwHu3bvH2bNnHWudPn0agIULFzqNCwkJITIykurqaqxW6xPX1RNo51JERKQL+WZ+Q2eX0K5/mzvQ43MeO3aMyspKVqxYQVhYmFOfYRiYTCbGjx8PwJYtW2hsbMTb29tpnN1up6mpCS+vT/bM9u3bx507d1zWu3v3Lnfv3nUaCx9f23nnzh1HGF2zZg3x8fEMHOj6nRsbGwEcczxJXT2BwqWIiEgXcsZyr7NL6DCtra3k5OQQGBjI0qVLXfrNZjMTJ06kd+/eAAQHB7tcJwlQWFjIzZs3mTZtmqMtJCTE7Zq5ubncv3+fiRMnOrUbhsHw4cMdxwUFBREUFORy/IULF6ioqGDEiBEEBAQ8cV09Qc+K0iIiItJlFBUV0dDQwOLFizGZTE59ra2tnDlzxnG9ZXuqqqrYvn073t7eJCUlPXLsmTNneOedd/Dz82PJkiVOfWaz+TPXamhoYOPGjQAkJyd7rK7uRuFSREREOsWhQ4fo06cPixYtcuk7f/48t2/ffmTgu3z5MqtWreLWrVukp6czevTodseWlJSQnp5OW1sbmzdvdtrZrK2tpaam5pFr1dXVkZqaSn19PYmJiUyfPt0jdXVHCpciIiLS4SwWCxUVFcTExDhOLz/MbDYzZMgQQkND3R5vGAYrV67EarWSnp5OfHx8u2sdO3aMv/3bv+X+/fv8r//1v1xOU5vNZvz9/QkPD3d7/MWLF0lKSuLatWssWbKEtLS0dtd6krq6K11zKSIi0oVEDfDt7BI6xMmTJ7Hb7cyePdttv2EYjju3Py0vL48dO3bg5eVFZmZmu3MAvPXWWxw4cAB/f39+8pOfEBUV5TLGbDYTHR3tdKf6AydOnCAjIwObzUZaWhqJiYntrvUkdXVnCpciIiJdyBdxR3ZXVF5ejpeXl+NB5A+7fv061dXVrFu3zqUvNzeXrKwsAgIC2LZtG5GRke2usWvXLv7lX/6F5557jqysLLcPMrfZbJw7d87tWsePH2fDhg14e3uzdetWYmNj213rSerq7hQuRUREpMNdunSJsLAw/Pz8XPoMw8DPz4+IiAin9uLiYrKzswkMDOTtt99+5FtvDh8+zL/8y7/w/PPP8/bbb7t9pBBAWVkZNpvN5XmYV65cYdOmTfj4+JCdnc2ECRPaXetJ6uoJFC5FRESkQ92/f5/a2lomTZrktv/Bm3I+fZp6165d2O12pk6dSmVlJZWVlS7Hzpkzh7t377J3714AZsyYwblz51zGmUwmZsyYgWEYjBw50uVRQrt378ZmsxETE0NDQwMFBQUuc8yYMQOTyfTYdfUUCpciIiLSoZqbm2lra6Nfv34ufQ/elLN27Vqn9uvXr1NTUwNAfn4++fn5bueeM2cOly5d4k9/+hMA//zP/+x2XGhoKDNmzKC4uJhZs2Y59bW2tjreqmMYBoZhuJ3jyJEjNDc3P3ZdPUUvq9Vq7+wiREREegqLxcKAAQM6uwx5xnXl/yM9ikhEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPEbhUkREREQ8RuFSRERERDxG4VJEREREPManswsQERGRnqGuro758+c/ckxoaChHjx51fC4vLyclJYXDhw8zaNAgrFYr+/fv59SpU1gsFvz9/ZkwYQIpKSkMHjzYaa7GxkZ+9rOfUVxcTGNjI1/72tdYuHAh3/ve9+jVq5fL2jdu3GDevHns3buXqKgoWlpaOHDgAEVFRdTX12MymQgPDycpKYmxY8c6HfskdXV3CpciIiLSIfr378/mzZvd9hUUFFBSUsLMmTOd2s1mM2FhYQwaNAibzUZqairV1dXMnTuXMWPGUFdXR15eHiUlJeTk5DBs2DAA/vznP5OSksL169eJj4/n+eefp7i4mJ/85CdUVVXx+uuvu9RgGAZ9+/YlIiICu93OunXrKC0tJTY2loSEBJqamsjLyyM5OZns7Gyio6MBnqiunkDhUkRERDqEyWRizpw5Lu2VlZWUlZUxbtw4Vq9e7dRnGAZTpkwBIDc3l6qqKtavX8+CBQscY2bNmsXy5cvZs2cPWVlZALz//vvU1NTw4x//mG9+85sALFy4kPT0dPLy8vif//N/EhYW5rSW2WwmKioKX19fCgsLKS0tZdmyZaxatcoxJi4ujoSEBHbu3MnBgwefuK6eQNdcioiISKdpa2sjMzMTgIyMDHx8Ptn3slgsXL16lZiYGABKS0vx9fUlLi7OaY5Ro0YxdOhQysrKHG1/+ctfGDNmDLGxsU5jJ02ahN1u5/Lly07t9+7d4+zZs461Tp8+DXwcSB8WEhJCZGQk1dXVWK3WJ66rJ9DOpYiISBdiylz12YM6yd2NP/X4nMeOHaOyspIVK1a47CQahoHJZGL8+PEAbNmyhcbGRry9vZ3G2e12mpqa8PL6ZM/s0zugDzwIlV/96led2svLy7lz5w6TJ08GYM2aNcTHxzNw4ECXORobGwEc6z1JXT2BwqWIiEgX4l11sbNL6DCtra3k5OQQGBjI0qVLXfrNZjMTJ06kd+/eAAQHBxMcHOwyrrCwkJs3bzJt2jS369y9e5fa2lp+/etf88EHHzB9+nS+/vWvO40xDIPhw4cTEhICQFBQEEFBQS5zXbhwgYqKCkaMGEFAQMDnqqu7UrgUERGRTlFUVERDQwPJycmYTCanvtbWVs6cOdPuDuQDVVVVbN++HW9vb5KSktyOefvtt8nNzQXga1/7Gq+++qrLGLPZzPTp0x+5VkNDAxs3bgQgOTn5c9fVXfWsfVoRERHpMg4dOkSfPn1YtGiRS9/58+e5ffu242Yedy5fvsyqVau4desW6enpjB492u24v/7rv2bHjh28/PLLNDc3k5iYyMWLn+wQ19bWUlNT88i16urqSE1Npb6+nsTExEcG0cetq7tSuBQREZEOZ7FYqKioICYmxnF6+WFms5khQ4YQGhrq9njDMFi5ciVWq5X09HTi4+PbXSsqKopp06axdOlS9u7dS0tLC//0T//ktJa/vz/h4eFuj7948SJJSUlcu3aNJUuWkJaW1u5aT1JXd6XT4iIiIl3I/WFjOruEDnHy5EnsdjuzZ892228YhuPO7U/Ly8tjx44deHl5kZmZ2e4c7rz44osMGTKES5cuOdrMZjPR0dFOd6o/cOLECTIyMrDZbKSlpZGYmNju3J+nru5E4VJERKQL+SLuyO6KysvL8fLycjyI/GHXr1+nurqadevWufTl5uaSlZVFQEAA27ZtIzIy0mWM3W7nBz/4Ab179+bnP/+5S//t27fp06cP8PED0M+dO+d2rePHj7Nhwwa8vb3ZunWry2ONnrSunkKnxUVERKTDXbp0ibCwMPz8/Fz6DMPAz8+PiIgIp/bi4mKys7MJDAxk37597Qa4Xr16MWDAACoqKigpKXHq+81vfkN9fT0zZswAoKysDJvN5ngE0QNXrlxh06ZN+Pj48Oabbz4yWD5uXT2Fdi5FRESkQ92/f5/a2lomTZrktv/Bm3I+fZp6165d2O12pk6dSmVlJZWVlS7HPngD0Kuvvsr//b//l7/7u79j4cKFPP/88/z+97/nww8/5IUXXiA1NRX4OMiOHDnS5VFCu3fvxmazERMTQ0NDAwUFBS5rzZgxA5PJ9ER19QQKlyIiItKhmpubaWtro1+/fi59D96Us3btWqf269evU1NTA0B+fj75+flu534Q4l544QXee+893n77bfLz87l16xYhISG89NJLrFixAn9/f+DjXcdZs2Y5zdHa2up4q45hGBiG4XatI0eO0Nzc/ER19QS9rFarvbOLEBER6SksFgsDBgzo7DLkGdeV/490zaWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIxPZxcgIiIiPUNdXR3z589/5JjQ0FCOHj3q+FxeXk5KSgqHDx9m0KBBWK1W9u/fz6lTp7BYLPj7+zNhwgRSUlIYPHjwI+d+4403+O1vf8uRI0f46le/6tJ/48YN5s2bx969e4mKiqKlpYUDBw5QVFREfX09JpOJ8PBwkpKSGDt2rNOxn6eu7kbhUkRERDpE//792bx5s9u+goICSkpKmDlzplO72WwmLCyMQYMGYbPZSE1Npbq6mrlz5zJmzBjq6urIy8ujpKSEnJwchg0b5nb+X//61/z2t799ZH2GYdC3b18iIiKw2+2sW7eO0tJSYmNjSUhIoKmpiby8PJKTk8nOziY6Ohrgc9XVHSlcioiISIcwmUzMmTPHpb2yspKysjLGjRvH6tWrnfoMw2DKlCkA5ObmUlVVxfr161mwYIFjzKxZs1i+fDl79uwhKyvLZf66ujq2b99O7969+ctf/tJufWazmaioKHx9fSksLKS0tJRly5axatUqx5i4uDgSEhLYuXMnBw8e/Fx1dVe65lJEREQ6TVtbG5mZmQBkZGTg4/PJvpfFYuHq1avExMQAUFpaiq+vL3FxcU5zjBo1iqFDh1JWVuYy//3799m0aRPPP/+8y67ow+7du8fZs2cda50+fRqAhQsXOo0LCQkhMjKS6upqrFbrU9fVnWnnUkREpAu5e/bVzi6hXaaJ2R6f89ixY1RWVrJixQrCwsKc+gzDwGQyMX78eAC2bNlCY2Mj3t7eTuPsdjtNTU14ebnumb377rt89NFHvPfee/zyl79st47y8nLu3LnD5MmTAVizZg3x8fEMHDjQZWxjYyOAY72nqas7U7gUERHpQtr+9FFnl9BhWltbycnJITAwkKVLl7r0m81mJk6cSO/evQEIDg4mODjYZVxhYSE3b95k2rRpTu0VFRXk5OTw6quvMnTo0EfWYhgGw4cPJyQkBICgoCCCgoJcxl24cIGKigpGjBhBQEDAU9XV3fWsKC0iIiJdRlFREQ0NDSxevBiTyeTU19raypkzZxzXW7anqqqK7du34+3tTVJSkqP9zp07bNq0iQkTJrBo0aLPrMVsNn/mWg0NDWzcuBGA5OTkp6qrJ9DOpYiIiHSKQ4cO0adPH7fh7/z589y+ffuRge/y5cukpaVx69YtXn/9dUaPHu3o27lzJ83Nzbz11lv06tXrkXXU1tZSU1PzyLXq6upYs2YN9fX1JCYmMn369KeqqyfQzqWIiIh0OIvFQkVFBTExMY7Tyw8zm80MGTKE0NBQt8cbhsHKlSuxWq2kp6cTHx/v6PuP//gPPvjgA1auXEnv3r2xWq1YrVbu3bsHwK1btxw34zxYy9/fn/DwcLdrXbx4kaSkJK5du8aSJUtIS0tr93s9qq6eQjuXIiIiXYhXwKjOLqFDnDx5ErvdzuzZs932G4bhuHP70/Ly8tixYwdeXl5kZma6zHHy5EkAtm3bxrZt21yO/8EPfgB8cke42WwmOjra6U71B06cOEFGRgY2m420tDQSExPb/U6fVVdPoXApIiLShXwRd2R3ReXl5Xh5eTkeRP6w69evU11dzbp161z6cnNzycrKIiAggG3bthEZGeky5gc/+IHb52n+8pe/pLS0lMzMTL785S8DHz8A/dy5c27XOn78OBs2bMDb25utW7cSGxvb7vd5nLp6CoVLERER6XCXLl0iLCwMPz8/lz7DMPDz8yMiIsKpvbi4mOzsbAIDA3n77bfbfevN0KFD3d4dXlBQAEB4eLjj9Y9lZWXYbDbHI4geuHLlCps2bcLHx4fs7GwmTJjQ7nd53Lp6CoVLERER6VD379+ntraWSZMmue1/8KacT5+m3rVrF3a7nalTp1JZWUllZaXLse52LB/FMAxGjhzp8iih3bt3Y7PZiImJoaGhwRFMHzZjxgxMJtMXUtezTOFSREREOlRzczNtbW3069fPpe/Bm3LWrl3r1H79+nVqamoAyM/PJz8/3+3cTxriiouLmTVrllNba2ur4606hmFgGIbbY48cOUJzc/MXUtezrJfVarV3dhEiIiI9hcViYcCAAZ1dhjzjuvL/kR5FJCIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIeo3ApIiIiIh6jcCkiIiIiHqNwKSIiIiIe49PZBYiIiEjPUFdXx/z58x85JjQ0lKNHjzo+l5eXk5KSwuHDhxk0aBBWq5X9+/dz6tQpLBYL/v7+TJgwgZSUFAYPHuw01zvvvMO+ffvcrvPDH/6Q5ORkp7YbN24wb9489u7dS1RUFC0tLRw4cICioiLq6+sxmUyEh4eTlJTE2LFjnY59krq6O4VLERER6RD9+/dn8+bNbvsKCgooKSlh5syZTu1ms5mwsDAGDRqEzWYjNTWV6upq5s6dy5gxY6irqyMvL4+SkhJycnIYNmyY49irV69iMpn40Y9+5LLe8OHDXdoMw6Bv375ERERgt9tZt24dpaWlxMbGkpCQQFNTE3l5eSQnJ5OdnU10dDTAE9fV3SlcioiISIcwmUzMmTPHpb2yspKysjLGjRvH6tWrnfoMw2DKlCkA5ObmUlVVxfr161mwYIFjzKxZs1i+fDl79uwhKyvL0X7lyhWGDh3qdk13zGYzUVFR+Pr6UlhYSGlpKcuWLWPVqlWOMXFxcSQkJLBz504OHjz4VHV1dwqXIiIiXcjPPszs7BLalfydjR6fs62tjczMj79zRkYGPj6fRBOLxcLVq1d55ZVXACgtLcXX15e4uDinOUaNGsXQoUMpKytztLW0tPCHP/yB73znO49Vx7179zh79iyvvvoqAKdPnwZg4cKFTuNCQkKIjIzk5MmTWK1WgoKCnqiunkDhUkREpAu5Zqnq7BI61LFjx6isrGTFihWEhYU59RmGgclkYvz48QBs2bKFxsZGvL29ncbZ7Xaamprw8vrkPuWqqira2tocp6NtNhve3t5O4fVh5eXl3Llzh8mTJwOwZs0a4uPjGThwoMvYxsZGAMd6T1JXT6BwKSIiIp2itbWVnJwcAgMDWbp0qUu/2Wxm4sSJ9O7dG4Dg4GCCg4NdxhUWFnLz5k2mTZvmaLty5QoAly9fZtGiRdTU1ODl5UVERASvvvoqL774otMchmEwfPhwQkJCAAgKCiIoKMhlrQsXLlBRUcGIESMICAh44rp6gp4VpUVERKTLKCoqoqGhgcWLF2MymZz6WltbOXPmjON6y/ZUVVWxfft2vL29SUpKcrQ/CJfnz59n4cKFbN++naSkJD766CP+5m/+hosXLzrNYzabP3OthoYGNm78+NKAT99p/rh19QTauRQREZFOcejQIfr06cOiRYtc+s6fP8/t27cfGfguX75MWloat27d4vXXX2f06NGOvr/6q7/Cz8+Pl156ybEDOW3aNKZMmUJSUhK7du0iJycHgNraWmpqah65Vl1dHWvWrKG+vp7ExESmT5/+VHX1BAqXIiIiXcjXBvSMR9ZYLBYqKiqYOXOm4/Tyw8xmM0OGDCE0NNTt8YZh8MYbb3Dnzh3S09OJj4936p86dSpTp051OW7MmDF84xvf4MKFC9y+fRs/Pz/MZjP+/v6Eh4e7XevixYukp6fzxz/+kSVLlpCWltbu9/qsunoChUsREZEu5Iu4I7srOnnyJHa7ndmzZ7vtNwyDmJgYt315eXns2LEDLy8vMjMz252jPV/+8pex2+3cvXvXES6jo6Pd3uxz4sQJMjIysNlspKWlkZiY2O68n7eu7kLXXIqIiEiHKy8vx8vLy/Eg8oddv36d6upqt6epc3Nz+clPfoKfnx//9E//5DbA2e12li1bxrJly9yuXV1djZ+fH/3798dms3Hu3Dm3Qfb48eP86Ec/oq2tja1btz4yWD5OXT2FwqWIiIh0uEuXLhEWFoafn59Ln2EY+Pn5ERER4dReXFxMdnY2gYGB7Nu3j8jISLdz9+rVi8DAQC5evMiJEyec+j788EOqq6uZM2cO3t7elJWVYbPZHI8geuDKlSts2rQJHx8f3nzzTWJjY9v9Lo9bV0+h0+IiIiLSoe7fv09tbS2TJk1y2//gTTmfPk29a9cu7HY7U6dOpbKyksrKSpdjH7yN55VXXqGiooI33niDBQsWMHjwYH7/+9/z4YcfMnToUFJTU4GPg+zIkSNdHiW0e/dubDYbMTExNDQ0UFBQ4LLWjBkzMJlMT1RXT6BwKSIiIh2qubmZtrY2+vXr59L34E05a9eudWq/fv06NTU1AOTn55Ofn+927gchbujQobz33nvs27ePwsJCbt26xYABA3jppZdYvny5Y+3i4mJmzZrlNEdra6vjrTqGYWAYhtu1jhw5QnNz8xPV1RP0slqt9s4uQkREpKewWCwMGDCgs8uQZ1xX/j/SNZciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxCpciIiIi4jEKlyIiIiLiMQqXIiIiIuIxPp1dgIiIiPQMdXV1zJ8//5FjQkNDOXr0qONzeXk5KSkpHD58mEGDBmG1Wtm/fz+nTp3CYrHg7+/PhAkTSElJYfDgwS7z/eY3v+FXv/oVV69epW/fvoSHh/Pyyy/zwgsvuIy9ceMG8+bNY+/evURFRdHS0sKBAwcoKiqivr4ek8lEeHg4SUlJjB071unYJ62rO1O4FBERkQ7Rv39/Nm/e7LavoKCAkpISZs6c6dRuNpsJCwtj0KBB2Gw2UlNTqa6uZu7cuYwZM4a6ujry8vIoKSkhJyeHYcOGOY7dt28f77zzDuPHjyctLY2bN29y8OBBkpKS+MUvfsFXv/pVp7UMw6Bv375ERERgt9tZt24dpaWlxMbGkpCQQFNTE3l5eSQnJ5OdnU10dDTAE9fV3SlcioiISIcwmUzMmTPHpb2yspKysjLGjRvH6tWrnfoMw2DKlCkA5ObmUlVVxfr161mwYIFjzKxZs1i+fDl79uwhKysLgI8++ogDBw4wdepUtm3bhre3NwDR0dGsXLmS9957j/Xr1zutZTabiYqKwtfXl8LCQkpLS1m2bBmrVq1yjImLiyMhIYGdO3dy8ODBJ66rJ9A1lyIiItJp2trayMzMBCAjIwMfn0/2vSwWC1evXiUmJgaA0tJSfH19iYuLc5pj1KhRDB06lLKyMkfb4cOHaWtrIz093REsASIjI0lOTubrX/+60xz37t3j7NmzjrVOnz4NwMKFC53GhYSEEBkZSXV1NVar9Ynr6gm0cykiItKFPHy9YVfz3e9+1+NzHjt2jMrKSlasWEFYWJhTn2EYmEwmxo8fD8CWLVtobGx0CosAdrudpqYmvLw+2TM7e/Ysw4YNc5z6vnfvHm1tbfTp04cf/vCHLnWUl5dz584dJk+eDMCaNWuIj49n4MCBLmMbGxsBHOs9SV09gcKliIhIF9LQ0NDZJXSY1tZWcnJyCAwMZOnSpS79ZrOZiRMn0rt3bwCCg4MJDg52GVdYWMjNmzeZNm0a8HGQrK2tJSYmhrKyMvbs2cPvf/97AMaOHcurr77KN77xDac5DMNg+PDhhISEABAUFERQUJDLWhcuXKCiooIRI0YQEBDwRHX1FD0rSouIiEiXUVRURENDA4sXL8ZkMjn1tba2cubMGcf1lu2pqqpi+/bteHt7k5SUBMCf//xn2tra+H//7/+RlpbG6NGj+cd//EfWrFlDTU0NqampjrD5gNls/sy1Ghoa2LhxIwDJyclPXFdPoZ1LERER6RSHDh2iT58+LFq0yKXv/Pnz3L59+5GB7/Lly6SlpXHr1i1ef/11Ro8eDcBf/vIXAK5du8Yrr7zCkiVLHMdERUWxbNkysrOz2b9/PwC1tbXU1NQ8cq26ujrWrFlDfX09iYmJTJ8+/Ynr6im0cykiIiIdzmKxUFFRQUxMjOP08sPMZjNDhgwhNDTU7fGGYbBy5UqsVivp6enEx8c7+h7sgnp7ezu1A7z44ot84xvf4D//8z+5e/euYy1/f3/Cw8PdrnXx4kWSkpK4du0aS5YsIS0trd3v9ai6egrtXIqIiHQh7m4g6Y5OnjyJ3W5n9uzZbvsNw3Dcuf1peXl57NixAy8vLzIzM13m6NevH35+fvj4+NCnTx+X47/yla9gt9u5ffs2JpMJs9lMdHS0053qD5w4cYKMjAxsNhtpaWkkJia2+50+q66eQuFSRESkC/ki7sjuisrLy/Hy8nI8iPxh169fp7q6mnXr1rn05ebmkpWVRUBAANu2bSMyMtJlTK9evRgzZgxnz56loaHBJbD/4Q9/wGQy8eUvfxmbzca5c+fcrnX8+HE2bNiAt7c3W7duJTY2tt3v8zh19RQ6LS4iIiId7tKlS4SFheHn5+fSZxgGfn5+REREOLUXFxeTnZ1NYGAg+/bte2SAmzdvHna7nX379rnMcfnyZWJjY/Hy8qKsrAybzeZ4BNEDV65cYdOmTfj4+PDmm28+Mlg+SV09gXYuRUREpEPdv3+f2tpaJk2a5Lb/wZtyPn2aeteuXdjtdqZOnUplZSWVlZUuxz54A9C3v/1tfve73/HBBx/wxz/+kWnTpvGHP/yBQ4cOMWDAAMdbdwzDYOTIkS6PEtq9ezc2m42YmBgaGhooKChwWWvGjBmYTKYnqqsnULgUERGRDtXc3ExbWxv9+vVz6Xvwppy1a9c6tV+/fp2amhoA8vPzyc/Pdzv3wyHuxz/+Mb/61a84evQou3btwt/fn29+85ukpqY6wmRxcTGzZs1ymqO1tdXxVh3DMDAMw+1aR44cobm5+Ynr6u56Wa1We2cXISIi0lNYLBYGDBjQ2WXIM64r/x/pmksRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8RiFSxERERHxGIVLEREREfEYhUsRERER8Rifzi5AREREeoa6ujrmz5//yDGhoaEcPXrU8bm8vJyUlBQOHz7MoEGDsFqt7N+/n1OnTmGxWPD392fChAmkpKQwePBgx3HR0dGfWc/p06edPt+4cYN58+axd+9eoqKiaGlp4cCBAxQVFVFfX4/JZCI8PJykpCTGjh3rdOzj1tUTKFyKiIhIh+jfvz+bN29221dQUEBJSQkzZ850ajebzYSFhTFo0CBsNhupqalUV1czd+5cxowZQ11dHXl5eZSUlJCTk8OwYcMA2l2npKSEgoICl3UADMOgb9++REREYLfbWbduHaWlpcTGxpKQkEBTUxN5eXkkJyeTnZ3tCLBPUldPoHApIiIiHcJkMjFnzhyX9srKSsrKyhg3bhyrV6926jMMgylTpgCQm5tLVVUV69evZ8GCBY4xs2bNYvny5ezZs4esrCwAt+vcuHGDXbt2ERYWxsaNG136zWYzUVFR+Pr6UlhYSGlpKcuWLWPVqlWOMXFxcSQkJLBz504OHjz4xHX1BLrmUkRERDpNW1sbmZmZAGRkZODj88m+l8Vi4erVq8TExABQWlqKr68vcXFxTnOMGjWKoUOHUlZW9si1tm3bRnNzM3//93+Pn5+fU9+9e/c4e/asY60Hp8wXLlzoNC4kJITIyEiqq6uxWq0eqau70c6liIhIF3Jw/v/u7BLatfjIEo/PeezYMSorK1mxYgVhYWFOfYZhYDKZGD9+PABbtmyhsbERb29vp3F2u52mpia8vNrfMzt9+jT/5//8H+bMmUNkZKRLf3l5OXfu3GHy5MkArFmzhvj4eAYOHOgytrGxEcCx3uepqztSuBQREelCrpfXd3YJHaa1tZWcnBwCAwNZunSpS7/ZbGbixIn07t0bgODgYIKDg13GFRYWcvPmTaZNm9buWj/96U/x8fEhNTXVbb9hGAwfPpyQkBAAgoKCCAoKchl34cIFKioqGDFiBAEBAZ+7ru6oZ0VpERER6TKKiopoaGhg8eLFmEwmp77W1lbOnDnjuN6yPVVVVWzfvh1vb2+SkpLcjrlw4QIXL15kzpw5PPfcc27HmM3mz1yroaHBca1mcnLy566ru1K4FBERkU5x6NAh+vTpw6JFi1z6zp8/z+3btx8Z+C5fvsyqVau4desW6enpjB49ut11ABITE93219bWUlNT88i16urqSE1Npb6+nsTERKZPn/656+quFC5FRESkw1ksFioqKoiJiXGcXn6Y2WxmyJAhhIaGuj3eMAxWrlyJ1WolPT2d+Ph4t+Pu3buHYRiMHj2aIUOGuB1jNpvx9/cnPDzcbf/FixdJSkri2rVrLFmyhLS0tHa/1+PW1Z3pmksREZEu5Lnx7sNUd3Py5EnsdjuzZ892228YhuPO7U/Ly8tjx44deHl5kZmZ2e4cAGfPnuX27dt861vfaneM2WwmOjra6U71B06cOEFGRgY2m420tLR2dz+ftK7uTOFSRESkC/ki7sjuisrLy/Hy8nL7Jp3r169TXV3NunXrXPpyc3PJysoiICCAbdu2ub3z+9PrAPzVX/2V236bzca5c+fcrnX8+HE2bNiAt7c3W7duJTY2tt11nrSu7kzhUkRERDrcpUuXCAsLc3neJHy8a+nn50dERIRTe3FxMdnZ2QQGBvL2228/1ltvLl26hMlkaveUeFlZGTabzfEIogeuXLnCpk2b8PHxITs7mwkTJrS7xtPU1Z0pXIqIiEiHun//PrW1tUyaNMlt/4M35Xz6NPWuXbuw2+1MnTqVyspKKisrXY799Jt5ampqCAkJafdZk4ZhMHLkSJdHCe3evRubzUZMTAwNDQ0UFBS4HDtjxgxMJtNT1dWdKVyKiIhIh2pubqatrY1+/fq59D14U87atWud2q9fv05NTQ0A+fn55Ofnu5370yGuqamJESNGtFtLcXExs2bNcmprbW11vFXHMAwMw3B77JEjR2hubn6qurqzXlar1d7ZRYiIiPQUFouFAQMGdHYZ8ozryv9HehSRiIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMwqWIiIiIeIzCpYiIiIh4jMKliIiIiHiMT2cXICIiIj1DXV0d8+fPf+SY0NBQjh496vhcXl5OSkoKhw8fZtCgQVitVvbv38+pU6ewWCz4+/szYcIEUlJSGDx4sNNcN2/e5K233sJsNtPc3MzAgQP59re/zYoVK+jdu7fL2jdu3GDevHns3buXqKgoWlpaOHDgAEVFRdTX12MymQgPDycpKYmxY8c6HfskdXV3CpciIiLSIfr378/mzZvd9hUUFFBSUsLMmTOd2s1mM2FhYQwaNAibzUZqairV1dXMnTuXMWPGUFdXR15eHiUlJeTk5DBs2DAA/vznP/PDH/6QGzduEBcXx8iRIzl79iw///nPuXTpEm+++aZLDYZh0LdvXyIiIrDb7axbt47S0lJiY2NJSEigqamJvLw8kpOTyc7OJjo6GuCJ6uoJFC5FRESkQ5hMJubMmePSXllZSVlZGePGjWP16tVOfYZhMGXKFAByc3Opqqpi/fr1LFiwwDFm1qxZLF++nD179pCVlQXA0aNHqaur4+WXX2bp0qUALFy4kC1btvDBBx9QXFzM5MmTndYym81ERUXh6+tLYWEhpaWlLFu2jFWrVjnGxMXFkZCQwM6dOzl48OAT19UT6JpLERER6TRtbW1kZmYCkJGRgY/PJ/teFouFq1evEhMTA0BpaSm+vr7ExcU5zTFq1CiGDh1KWVmZo+2///u/Afjrv/5rp7EzZswAPg60D7t37x5nz551rHX69Gng40D6sJCQECIjI6mursZqtT5xXT2Bdi5FRES6kG/mN3R2Ce36t7kDPT7nsWPHqKysZMWKFYSFhTn1GYaByWRi/PjxAGzZsoXGxka8vb2dxtntdpqamvDy+mTP7IUXXgDgv/7rv5xOSdfU1AAwYMAApznKy8u5c+eOYzdzzZo1xMfHM3Cg63dubGwEcKz3JHX1BAqXIiIiXcgZy73OLqHDtLa2kpOTQ2BgoOPU9cPMZjMTJ0503HwTHBxMcHCwy7jCwkJu3rzJtGnTHG3z58/n+PHjZGdn06dPH0aMGPH/s3e3cVFd997/PwJqiBYpAhZpjTeRkGiMGoEqRvAC9SQxxhuiEDlFS4qKOhGFGjTeEWNVYrxpWmOCJfY61mNbb2vLSY7HSxtnFEVRDiUqKoIRDEQd75BRZP4PfDH/TAZMTCaI8n0/SVz7t/dae7948H2tvdYejh49ytq1a+nSpQv/5//8H7trGI1GHn/8cdq1aweAp6cnnp6eDn0dPXqU/Px8unbtioeHxz2PqyloWlFaREREGo2dO3dSXl7OmDFjcHd3tztWXV3NwYMHbest63Pq1CnS09NxdXUlPj7e1v7oo48yadIkrFYrycnJvPzyy8ydO5e2bdvy29/+lkceecTuOiaT6Rv7Ki8vZ+7cuQAkJCR8p3E1BQqXIiIicl/85S9/oWXLlowePdrh2JEjR7h+/fpdA9/x48dJTEzk6tWrzJgxgyeffNJ27L/+67+YPHkyVquV119/nfT0dF577TUqKipISEjgiy++sNWeO3eO4uLiu/ZVWlrKpEmTKCsrIzY2lrCwsO80rqZA4VJEREQaXEVFBfn5+YSGhtpeL3+VyWSiU6dO+Pn51Xm+0Whk4sSJmM1mZsyYQVRUlN3x9957j5YtW5KRkcHYsWMJCwsjISGB5cuXc+7cObvd2yaTidatW9OjR486+yooKCA+Pp6zZ88yduxYDAZDvff1TeNqCrTmUkREpBEJ8ml+v4fQIP75z39itVoZMmRInceNRqNt5/bXbdq0iXfeeQcXFxfS0tIcrmE2mykvLyc0NBR/f3+7Y7179+axxx7j4MGDtjaTyURwcLDdTvVae/bsYc6cOVgsFgwGA7GxsfXe0zeNq6lQuBQREWlEfogd2Y1Rbm4uLi4utg+Rf9X58+cpKioiJSXF4diGDRtYvnw5Hh4eLF26lN69ezvUuLm50axZM2pqaurs+/bt21itVuDOB9APHTpUZ1+7du1i9uzZuLq6smjRIiIiIuq9n28zrqZCr8VFRESkwX322Wd06NCBVq1aORwzGo20atWKnj172rXv27ePFStW0KZNG9asWVNvgGvdujXPPPMMBw8epLCw0OEaZ8+eJSQkBIDDhw9jsVgcPqheWFjIvHnzcHNzY+XKlXcNlt92XE2FZi5FRESkQd2+fZtz587ZAt7X1f5SztdfU7/77rtYrVaee+45Tpw44fAhdMD2C0C//vWvSUhIICEhgVGjRvHTn/6UwsJCtm7dStu2bW3rJo1GIwEBAQ6fElq1ahUWi4XQ0FDKy8vJyspy6Cs8PBx3d/d7GldToHApIiIiDery5cvU1NTwox/9yOFY7S/lJCUl2bWfP3/e9gH0HTt2sGPHjjqvXRviHn/8cf74xz/y4YcfsmPHDi5fvkzbtm158cUX+dWvfmX7iPq+ffuIjIy0u0Z1dbXtV3WMRiNGo7HOvrZu3crly5fvaVxNQTOz2Wy934MQERFpKioqKhx+HUbkXjXmvyOtuRQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadxu98DEBERkaahtLSU4cOH37XGz8+Pbdu22f6dm5vLhAkT2LJlC/7+/pjNZj788EP27t1LRUUFrVu35tlnn2XChAl07NjR7lrnz59n9erV7Nu3D4vFQqdOnRgzZgzPP/98nX1/8cUXvPTSS/zud78jKCiIqqoqMjMz2blzJ2VlZbi7u9OjRw/i4+Pp3r273bn3Mq6HncKliIiINIgf//jHLFiwoM5jWVlZ7N+/n4EDB9q1m0wmOnTogL+/PxaLhUmTJlFUVMTQoUN56qmnKC0tZdOmTezfv5+MjAy6dOkCQFlZGePHj+fSpUu8+OKLPPXUUxw+fJh58+Zx7NgxkpKSHMZgNBp59NFH6dmzJ1arlZSUFLKzs4mIiCAmJoZLly6xadMmEhISWLFiBcHBwQD3NK6mQOFSREREGoS7u3uds4YnTpzg8OHDPPPMM0yZMsXumNFopF+/fgBs2LCBU6dOkZqayogRI2w1kZGRjB8/nvfee4/ly5cDsHLlSi5evMgbb7zByJEjAYiKiuInP/kJ//Ef/0FYWBi9e/e268tkMhEUFETz5s35+OOPyc7OZty4cSQmJtpqhg0bRkxMDMuWLWPjxo33PK6mQGsuRURE5L6pqakhLS0NgDlz5uDm9v/Pe1VUVHDy5ElCQ0MByM7Opnnz5gwbNszuGoGBgXTu3JnDhw8DcOvWLYxGIz/72c/swh7A+PHjAdiyZYtd+61bt8jJybH1deDAAQBGjRplV9euXTt69+5NUVERZrP5nsbVVGjmUkREpBFxT0v85qL75Mbc3zv9mtu3b+fEiRP88pe/pEOHDnbHjEYj7u7u9OrVC4C33nqLixcv4urqaldntVq5dOkSLi535szMZjMWi4XHH3+cZs2a2dX+6Ec/4sc//jEFBQV27bm5uVRWVtK3b18Apk6dSlRUFL6+vg5jvnjxIoCtv287rqZC4VJERKQRcT1V8M1FD4nq6moyMjJo06YNcXFxDsdNJhN9+vShRYsWAHh7e+Pt7e1Q9/HHH/Pll18yYMAA4M7rd4Dr16871N6+fZurV69SVVVl1240Gnn88cdp164dAJ6ennh6ejqcf/ToUfLz8+natSseHh73NK6momlFaREREWk0du7cSXl5OWPGjLEFwlrV1dUcPHjQtt6yPqdOnSI9PR1XV1fi4+MBaN26NV26dOHo0aOUlZXZ1e/evZvq6mosFotdu8lk+sa+ysvLmTt3LgAJCQn3PK6mQuFSRERE7ou//OUvtGzZktGjRzscO3LkCNevX79r4Dt+/DiJiYlcvXqVGTNm8OSTT9qOJSQkYLFYeP3119m3bx+lpaX84x//4De/+Q0eHh52azvPnTtHcXHxXfsqLS1l0qRJlJWVERsbS1hY2HcaV1OgcCkiIiINrqKigvz8fEJDQ22vl7/KZDLRqVMn/Pz86jzfaDQyceJEzGYzM2bMICoqyu74wIEDmTNnDhcuXOD1119n+PDhLF++nNdff50nn3zSrk+TyUTr1q3p0aNHnX0VFBQQHx/P2bNnGTt2LAaDod77+qZxNQVacykiItKI3O7y1P0eQoP45z//idVqZciQIXUeNxqNtp3bX7dp0ybeeecdXFxcSEtLq/caL730EoMHD6awsBAXFxcef/xxWrRowYcffshPf/pTW53JZCI4ONhuNrPWnj17mDNnDhaLBYPBQGxsbL339G3H9bBTuBQREWlEfogd2Y1Rbm4uLi4utg+Rf9X58+cpKioiJSXF4diGDRtYvnw5Hh4eLF261OFblbWMRiNXrlzh+eeft/s1ndOnT3P+/HlefPFF4M4H0A8dOlRnX7t27WL27Nm4urqyaNEiIiIi6r2fbzuupkDhUkRERBrcZ599RocOHWjVqpXDMaPRSKtWrejZs6dd+759+1ixYgVt2rTh/fffv+uv3vz3f/83//Vf/0W3bt1snzi6desWq1atomXLlrbvVx4+fBiLxWL7BFGtwsJC5s2bh5ubGytWrODZZ5+tt697GVdToHApIiIiDer27ducO3eOkJCQOo/X/lLO119Tv/vuu1itVp577jlOnDjBiRMnHM6t/QWgf//3f+f//b//x9SpU3nllVd45JFHyMrKIj8/n9mzZ9s+HWQ0GgkICHD4lNCqVauwWCyEhoZSXl5OVlaWQ1/h4eG4u7vf07iaAoVLERERaVCXL1+mpqaGH/3oRw7Han8p5+u//X3+/HmKi4sB2LFjBzt27Kjz2rUhrkuXLqxevZo1a9awbt06ampqCAgIYNWqVXahdt++fURGRtpdo7q62varOkajEaPRWGdfW7du5fLly/c0rqagmdlstt7vQYiIiDQVFRUV+Pj43O9hyAOuMf8d6VNEIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0bvd7ACIiItI0lJaWMnz48LvW+Pn5sW3bNtu/c3NzmTBhAlu2bMHf35/r16/z0UcfsWvXLsrLy2nXrh1Dhw4lNjYWNzf7WFNVVcW6dev4+OOPqaiooF27dgwfPpyYmBhcXV0d+v7iiy946aWX+N3vfkdQUBBVVVVkZmayc+dOysrKcHd3p0ePHsTHx9O9e3e7c81mMx9++CF79+6loqKC1q1b8+yzzzJhwgQ6duz4nZ/Zg0jhUkRERBrEj3/8YxYsWFDnsaysLPbv38/AgQPt2k0mEx06dMDf35/q6mqSkpL43//9X4YNG8YTTzxBXl4ev//97zl69CjLly+3nVdTU8Mbb7zBvn37eOmll+jWrRvZ2dmsWrWKkpISZs2a5TAGo9HIo48+Ss+ePbFaraSkpJCdnU1ERAQxMTFcunSJTZs2kZCQwIoVKwgODgbAYrEwadIkioqKGDp0KE899RSlpaVs2rSJ/fv3k5GRQZcuXZz4JBs3hUsRERFpEO7u7jz//PMO7SdOnODw4cM888wzTJkyxe6Y0WikX79+wJ0AeuTIEaZMmcIvfvELAEaOHEnr1q3585//zIEDB2yB73/+538wmUxMnjyZuLg4AEaMGMFvfvMbtmzZwrBhwxxmH00mE0FBQTRv3pyPP/6Y7Oxsxo0bR2Jioq1m2LBhxMTEsGzZMjZu3AjAhg0bOHXqFKmpqYwYMcJWGxkZyfjx43nvvffsgu/DTmsuRURE5L6pqakhLS0NgDlz5ti92q6oqODkyZOEhoYCcO3aNR5//HFefvllu2uEhIQAcOzYMVvb3//+d5o3b87o0aPtamtD6Y4dO+zab926RU5Ojq2vAwcOADBq1Ci7unbt2tG7d2+Kioowm80AZGdn07x5c4YNG2ZXGxgYSOfOnTl8+PC3fBoPB81cioiINCI3cqbd7yHUy73PCqdfc/v27Zw4cYJf/vKXdOjQwe6Y0WjE3d2dXr16ARATE0NMTIzDNY4fPw7cWa9ZKz8/ny5duuDu7m5X6+/vz49//GP+9a9/2bXn5uZSWVlJ3759AZg6dSpRUVH4+vo69Hfx4kUAXFzuzNG99dZbXLx40WEdp9Vq5dKlS7a6pkLhUkREpBGpuXLsm4seEtXV1WRkZNCmTRvbq+uvMplM9OnThxYtWjgcs1gslJWVsXv3bv7whz/QrVs3wsPDgTsbea5cuWILpV/n6+tLaWmpXZvRaOTxxx+nXbt2AHh6euLp6elw7tGjR8nPz6dr1654eHgA4O3tjbe3t0Ptxx9/zJdffsmAAQPu+hweNgqXIiIicl/s3LmT8vJyEhISHGYYq6urOXjwoMMazFpbt25l2bJlwJ2NQjNnzqR58+bAndfnAI8++mid5z7yyCPcuHHDrs1kMhEWFnbX8ZaXlzN37lwAEhIS7lp76tQp0tPTcXV1JT4+/q61D5umNU8rIiIijcZf/vIXWrZs6bAuEuDIkSNcv37dtpnn67p37056ejrJycm0aNGC+Ph4Pv30U+DO6+iv/vfrrFar3Svsc+fOUVxcXG9fcOczSpMmTaKsrIzY2Ni7BtHjx4+TmJjI1atXmTFjBk8++WS9tQ8jzVyKiIhIg6uoqCA/P5+BAwfaXi9/lclkolOnTnbrKL+qW7dutv8PCwsjOjqad955h+eee842Y1lVVVXnuVVVVbRq1cqur9atW9OjR4866wsKCpgxYwYXLlxg7NixGAyGeu/LaDTy5ptvUllZyYwZM4iKiqq39mGlcCkiItKIuHgE3u8hNIh//vOfWK1WhgwZUudxo9Fo27n9TWp3cH/66aeYzWbbesny8vI668vLy+1Cq8lkIjg42OEj7AB79uxhzpw5WCwWDAYDsbGx9Y5j06ZNvPPOO7i4uJCWllbvvT3sFC5FREQakR9iR3ZjlJubi4uLi+27lF91/vx5ioqKSElJsWtPSkri9OnTbNq0ySEIVlZW4uLiYtv8061bN3JycqiqquKRRx6x1Z07dw6z2WwLfhaLhUOHDjn0BbBr1y5mz56Nq6srixYtIiIiot772bBhA8uXL8fDw4OlS5fSu3fvb/8wHjJacykiIiIN7rPPPqNDhw52r6drGY1GWrVqRc+ePe3a/fz8KCsr429/+5tde25uLrm5uQQFBdleif/bv/0bFovF9qHzWn/84x8BGDp0KACHDx/GYrHYPkFUq7CwkHnz5uHm5sbKlSvvGiz37dvHihUraNOmDWvWrGnSwRI0cykiIiIN7Pbt25w7d8728fOvq/2lnK/PTr722muYTCbS09M5fvw4TzzxBKdPn2bLli14enry61//2lY7ePBgtm3bxu9//3tKS0t56qmn2L9/P//zP//DK6+8whNPPAHcCbIBAQEOnxJatWoVFouF0NBQysvLycrKchhneHg47u7uvPvuu1itVp577jlOnDjBiRMnHGrr+mWih1Uzs9lc91YqERERcbqKigp8fHzu9zDuq4sXL/Jv//ZvDB48mIULF9odu3XrFpGRkSQlJTF8+HCHcy9dusSaNWv49NNPuXjxIm3btiU0NJTXXnvN4bneuHGDDz/8kE8++QSz2Uz79u0ZMWIEY8aMsX3YfNSoUURGRjJp0iTbedXV1YSFhXHr1q273sfWrVtxcXFx+GWeutT+4o+zNOa/I4VLERGRBtSYQ4E8OBrz35HWXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI07jd7wGIiIhI01BaWsrw4cPvWuPn58e2bdts/87NzWXChAls2bIFf39/rl+/zkcffcSuXbsoLy+nXbt2DB06lNjYWNzc6o81paWlxMTEkJKSwtChQ+us+eKLL3jppZf43e9+R1BQEFVVVWRmZrJz507Kyspwd3enR48exMfH0717d7tzzWYzH374IXv37qWiooLWrVvz7LPPMmHCBDp27Pitn9HDQOFSREREGsSPf/xjFixYUOexrKws9u/fz8CBA+3aTSYTHTp0wN/fn+rqapKSkvjf//1fhg0bxhNPPEFeXh6///3vOXr0KMuXL6/z2hcvXiQpKYkbN27cdXxGo5FHH32Unj17YrVaSUlJITs7m4iICGJiYrh06RKbNm0iISGBFStWEBwcDIDFYmHSpEkUFRUxdOhQnnrqKUpLS9m0aRP79+8nIyODLl26fIcn9mBSuBQREZEG4e7uzvPPP+/QfuLECQ4fPswzzzzDlClT7I4ZjUb69esH3AmgR44cYcqUKfziF78AYOTIkbRu3Zo///nPHDhwwBb4auXm5jJ37ly++OKLbxyfyWQiKCiI5s2b8/HHH5Odnc24ceNITEy01QwbNoyYmBiWLVvGxo0bAdiwYQOnTp0iNTWVESNG2GojIyMZP3487733Xr3B92GkNZciIiJy39TU1JCWlgbAnDlz7F5tV1RUcPLkSUJDQwG4du0ajz/+OC+//LLdNUJCQgA4duyYXfvSpUuZMGECVqvVLvTV5datW+Tk5Nj6OnDgAACjRo2yq2vXrh29e/emqKgIs9kMQHZ2Ns2bN2fYsGF2tYGBgXTu3JnDhw9/43N4mGjmUkREpBH54O9p93sI9Up4ca7Tr7l9+3ZOnDjBL3/5Szp06GB3zGg04u7uTq9evQCIiYkhJibG4RrHjx8H7qzX/KrCwkJiY2P55S9/ye7du9myZUu948jNzaWyspK+ffsCMHXqVKKiovD19XWovXjxIgAuLnfm6N566y0uXryIq6urXZ3VauXSpUu2uqZC4VJERKQROVtx6n4PocFUV1eTkZFBmzZtiIuLczhuMpno06cPLVq0cDhmsVgoKytj9+7d/OEPf6Bbt26Eh4fb1fzud7+r89y6GI1GHn/8cdq1aweAp6cnnp6eDnVHjx4lPz+frl274uHhAYC3tzfe3t4OtR9//DFffvklAwYM+FZjeFgoXIqIiMh9sXPnTsrLy0lISMDd3d3uWHV1NQcPHnRYg1lr69atLFu2DLizUWjmzJk0b97crubbBku4E2TDwsLuWlNeXs7cuXdmbxMSEu5ae+rUKdLT03F1dSU+Pv5bj+Nh0LTmaUVERKTR+Mtf/kLLli0ZPXq0w7EjR45w/fp122aer+vevTvp6ekkJyfTokUL4uPj+fTTT7/TOM6dO0dxcXG9fcGdTxlNmjSJsrIyYmNj7xpEjx8/TmJiIlevXmXGjBk8+eST32lcDyrNXIqIiEiDq6ioID8/n4EDB9peL3+VyWSiU6dODusoa3Xr1s32/2FhYURHR/POO+/w3HPP3fNYTCYTrVu3pkePHnUeLygoYMaMGVy4cIGxY8diMBjqvZbRaOTNN9+ksrKSGTNmEBUVdc/jedApXIqIiDQiP/NpGt9D/Oc//4nVamXIkCF1Hjcajbad29+kdgf3p59+itlsrnOt5N2YTCaCg4Pr/Aj7nj17mDNnDhaLBYPBQGxsbL3X2bRpE++88w4uLi6kpaXVe28PO4VLERGRRuSH2JHdGOXm5uLi4uLwXUqA8+fPU1RUREpKil17UlISp0+fZtOmTQ5BsLKyEhcXl3taZwl3NgYdOnTIoS+AXbt2MXv2bFxdXVm0aBERERH1XmfDhg0sX74cDw8Pli5dSu/eve9pHA8TrbkUERGRBvfZZ5/RoUMHWrVq5XDMaDTSqlUrevbsadfu5+dHWVkZf/vb3+zac3Nzyc3NJSgoiEcfffSexnH48GEsFovtE0S1CgsLmTdvHm5ubqxcufKuwXLfvn2sWLGCNm3asGbNmiYdLEEzlyIiItLAbt++zblz52wfP/+62l/K+frs5GuvvYbJZCI9PZ3jx4/zxBNPcPr0abZs2YKnpye//vWv73ksRqORgIAAh08JrVq1CovFQmhoKOXl5WRlZTmcGx4ejru7O++++y5Wq5XnnnuOEydOcOLECYfaun6Z6GGlcCkiIiIN6vLly9TU1PCjH/3I4VjtL+UkJSU5HPPy8iIzM5M1a9bw6aefsm3bNtq2bcuLL77Ia6+9ho+Pzz2PZd++fURGRtq1VVdX235Vx2g0YjQa6zx369atXL58meLiYgB27NjBjh076qxtSuGymdlstt7vQYiIiDQVFRUV3ykEiXxVY/470ppLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERFpUMXFxaSmpjJo0CBCQ0MZPXo0GzZsoKamxqE2NzeX4OBgzp0753Ds6tWrDB06lA8++KDevm7evMmAAQPYvn07ANXV1axfv56YmBj69+9PeHg4EydOZN++fQ7nVlVVsXr1akaNGkW/fv2IiIggKSmJ/Pz873H3Dz+FSxEREWkwpaWlxMfHs3fvXl566SWSkpLw9fVl+fLlLF261KHeZDLRoUMH/P397dqrqqpITk6mvLz8rv0dOnSIqqoq+vbtC8DixYtZuXIl3t7eGAwGxo8fT3l5OdOmTWPHjh2286xWKykpKWRmZhIQEMD06dOJjo7ms88+IyEhgQMHDjjhaTyc3O73AERERKTpWL9+PVeuXOHtt99m0KBBAERFRZGYmMjmzZuJjo6mY8eOtnqj0Ui/fv3srnHq1CnefPNNTp069Y39mUwmAgIC8PHxIS8vj+3btzN48GAWLlxoqxk1ahRjx45lxYoVDBkyhObNm/PJJ5+QnZ3NuHHjSExMtNUOGzaMmJgYli1bxsaNG7/n03g4aeZSREREGkxJSQkA/fv3t2sPCwsD4MSJE7a2iooKTp48SWhoqK3to48+IjY2loqKCl599dVv7M9kMtnCae1s46hRo+xqWrduTVhYGFeuXKGwsPCute3ataN3794UFRVhNpu/sf+mSDOXIiIijci2bdvu9xDq9fLLL3/va3Ts2JHs7GxOnz5Nt27dbO21odPHx8fWZjQacXd3p1evXra248ePM3ToUCZMmEBxcTF/+tOf6u3r888/5+zZs7ZwGR0dzYABA3jsscccai9evAiAq6srAFOnTiUqKgpfX996a11cNEdXF4VLERGRRuSb1hA+6OLi4ti/fz9paWkkJyfj7+/P3r172bx5M0FBQfTs2dNWazKZ6NOnDy1atLC1LViwwPbv4uLiu/ZlNBrx8PDg6aefBu7MUAYEBDjUnTt3jt27d9OmTRu6dOkCgKenJ56eng61R48eJT8/n65du+Lh4XGvt98kKFyKiIhIg/H29mbixIksXLiQyZMn29p79OhBeno6zZo1A+7s6j548CBTpkyxO/+rQfObGI1GQkJCbLORdbl27RqpqancvHmTqVOn4uZWfzQqLy9n7ty5ACQkJHzrcTQ1ms8VERGRBrNu3TpSU1Px8vJi5syZLFmyhJiYGAoKCkhMTOTq1asAHDlyhOvXrzts5vm2qqqqyM3Nvev5ly9fxmAwcOzYMSIjIxk9enS9taWlpUyaNImysjJiY2Nta0TFkWYuRUREpEFcu3aNjIwMfHx8yMzMtL1WHjhwIIGBgcybN4/MzEwMBgMmk4lOnTrh5+f3nfrKycnh5s2btk8Qfd3Zs2dJSkqipKSEQYMGsWDBAtus6dcVFBQwY8YMLly4wNixYzEYDN9pTE2FwqWIiEgjUtcGkodFSUkJFouF8PBwh/WKQ4YMYfHixbZd2kaj0W6X+L0ymUwEBgbi5eXlcCwvL4/k5GTMZjPR0dFMmzat3s05e/bsYc6cOVgsFgwGA7Gxsd95TE2FwqWIiEgj4owd2Y1V7XrJ27dvOxyzWq3U1NRgtVo5f/48RUVFpKSkfOe+TCYTL7zwgkP70aNHMRgMWCwW24fR67Nr1y5mz56Nq6srixYtIiIi4juPpynRmksRERFpEJ07d8bPz4+dO3c67Irftm0bFouFkJAQjEYjrVq1sts5fi/OnDlDaWmpwyvxiooKUlJSqKqqYv78+XcNloWFhcybNw83NzdWrlypYHkPNHMpIiIiDcLFxYVZs2Yxffp04uLiGDlyJG3btiUvL4+srCw6derE+PHjmT9/PkFBQXfduX03RqMRT09Pu+9oAmRkZGA2m+nevTtWq5WsrCyHc4ODg2nbti2rVq3CYrEQGhpKeXl5nbXh4eG4u7t/pzE+zBQuRUREpMGEhISwdu1a1q5dy8aNG6msrMTX15dXX32V+Ph4WrZsSU5ODklJSd+5j3379vHzn//cYR1ldnY2APn5+eTn59d57urVq2nTpg2HDx8G7gRVo9FYZ+3WrVsVLuvQzGw2W+/3IERERJqKiooKu1+hEfkuGvPfkdZcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI07jd7wGIiIhI01JcXMz7779PTk4OlZWV+Pv7M2LECMaMGYOLi/28V25uLhMmTGDLli34+/tjNpv58MMP2bt3LxUVFbRu3Zpnn32WCRMm0LFjR4e+bt68SWRkJMnJyQwbNozq6mo2btzIjh07OHv2LG5ubgQGBhIXF0ffvn3tzq2qqiIzM5OdO3dSVlaGu7s7PXr0ID4+nu7du/+Qj+iBpnApIiIiDaa0tJT4+HgsFguvvPIK7du3Z/fu3Sxfvpzi4mLeeOMNu3qTyUSHDh3w9/fHYrEwadIkioqKGDp0KE899RSlpaVs2rSJ/fv3k5GRQZcuXezOP3ToEFVVVbbguHjxYrZv305ISAgjRozgxo0bbNu2jWnTpjFnzhyGDh0KgNVqJSUlhezsbCIiIoiJieHSpUts2rSJhIQEVqxYQXBwcMM8tAeMwqWIiIg0mPXr13PlyhXefvttBg0aBEBUVBSJiYls3ryZ6OhouxlIo9FIv379ANiwYQOnTp0iNTWVESNG2GoiIyMZP3487733HsuXL7frz2QyERAQgI+PD3l5eWzfvp3BgwezcOFCW82oUaMYO3YsK1asYMiQITRv3pxPPvmE7Oxsxo0bR2Jioq122LBhxMTEsGzZMjZu3PhDPKIHntZcioiISIMpKSkBoH///nbtYWFhAJw4ccLWVlFRwcmTJwkNDQUgOzub5s2bM2zYMLtzAwMD6dy5M4cPH3boz2Qy2cLpgQMHgDth8qtat25NWFgYV65cobCw8K617dq1o3fv3hQVFWE2m7/9jTchmrkUERFpRDYOX3+/h1CvMVvHfu9rdOzYkezsbE6fPk23bt1s7bWh08fHx9ZmNBpxd3enV69eALz11ltcvHgRV1dXu2tarVYuXbrksF7z888/5+zZs7ZwGR0dzYABA3jsscccxnXx4kUA27WnTp1KVFQUvr6+9dZ+vT+5Q+FSRESkETmfW3a/h/CDiouLY//+/aSlpZGcnIy/vz979+5l8+bNBAUF0bNnT1utyWSiT58+tGjRAgBvb2+8vb0drvnxxx/z5ZdfMmDAALt2o9GIh4cHTz/9NHBnhjIgIMDh/HPnzrF7927atGljW7Pp6emJp6enQ+3Ro0fJz8+na9eueHh4fNfH8FBTuBQREZEG4+3tzcSJE1m4cCGTJ0+2tffo0YP09HSaNWsGQHV1NQcPHmTKlCl3vd6pU6dIT0/H1dWV+Ph4u2NGo5GQkBCHmc6vunbtGqmpqdy8eZOpU6fi5lZ/NCovL2fu3LkAJCQkfOO9NlWazxUREZEGs27dOlJTU/Hy8mLmzJksWbKEmJgYCgoKSExM5OrVqwAcOXKE69ev215p1+X48eO2c2bMmMGTTz5pO1ZVVUVubu5dz798+TIGg4Fjx44RGRnJ6NGj660tLS1l0qRJlJWVERsba1sjKo40cykiIiIN4tq1a2RkZODj40NmZqbttfLAgQMJDAxk3rx5ZGZmYjAYMJlMdOrUCT8/vzqvZTQaefPNN6msrGTGjBlERUXZHc/JyeHmzZsO366sdfbsWZKSkigpKWHQoEEsWLDANmv6dQUFBcyYMYMLFy4wduxYDAbD93gKDz+FSxERkUbkJ73qDlMPg5KSEiwWC+Hh4Q7rFYcMGcLixYttu7SNRqNtl/jXbdq0iXfeeQcXFxfS0tIYMmSIQ43JZCIwMBAvLy+HY3l5eSQnJ2M2m4mOjmbatGn1bs7Zs2cPc+bMwWKxYDAYiI2NvdfbbnIULkVERBoRZ+zIbqxqN+bcvn3b4ZjVaqWmpgar1cr58+cpKioiJSXFoW7Dhg0sX74cDw8Pli5dSu/evevsy2Qy8cILLzi0Hz16FIPBgMViYfr06URHR9c73l27djF79mxcXV1ZtGgRERER3/ZWmzStuRQREZEG0blzZ/z8/Ni5cyfl5eV2x7Zt24bFYiEkJASj0UirVq3sdo4D7Nu3jxUrVtCmTRvWrFlTb7A8c+YMpaWlDq/EKyoqSElJoaqqivnz5981WBYWFjJv3jzc3NxYuXKlguU90MyliIiINAgXFxdmzZrF9OnTiYuLY+TIkbRt25a8vDyysrLo1KkT48ePZ/78+QQFBTns3H733XexWq0899xznDhxwu6D67Wef/55jEYjnp6edt/RBMjIyMBsNtO9e3esVitZWVkO5wcHB9O2bVtWrVqFxWIhNDSU8vLyOmvDw8Nxd3f/nk/l4dPMbDZb7/cgREREmoqKigq7D4U3RceOHWPt2rXk5uZSWVmJr68vAwcOJD4+npYtWxIZGUlSUhLDhw+3nXP+/HmHX+apy4EDB5gyZQpeXl6kpaXZHRs+fDilpaV3PX/16tU888wzhIWFcevWrbvWbt26lfbt23/jmH4IjfnvSOFSRESkATXmUCAPjsb8d6Q1lyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNG73ewAiIiLStBQXF/P++++Tk5NDZWUl/v7+jBgxgjFjxuDiYj/vlZuby4QJE9iyZQv+/v5cv36djz76iF27dlFeXk67du0YOnQosbGxuLk5xpqbN28SGRlJcnIyw4YNo7q6mo0bN7Jjxw7Onj2Lm5sbgYGBxMXF0bdvX7tzq6qqyMzMZOfOnZSVleHu7k6PHj2Ij4+ne/fuP+gzepBp5lJEREQaTGlpKfHx8ezdu5eXXnqJpKQkfH19Wb58OUuXLnWoN5lMdOjQAX9/f6qrq0lKSuI//uM/6NOnD0lJSXTv3p3f//73pKSk1NnfoUOHqKqqsgXHxYsXs3LlSry9vTEYDIwfP57y8nKmTZvGjh07bOdZrVZSUlLIzMwkICCA6dOnEx0dzWeffUZCQgIHDhz4YR7QQ0AzlyIiItJg1q9fz5UrV3j77bcZNGgQAFFRUSQmJrJ582aio6Pp2LGjrd5oNNKvXz8AsrKyOHLkCFOmTOEXv/gFACNHjqR169b8+c9/5sCBAwQHB9v1ZzKZCAgIwMfHh7y8PLZv387gwYNZuHChrWbUqFGMHTuWFStWMGTIEJo3b84nn3xCdnY248aNIzEx0VY7bNgwYmJiWLZsGRs3bvyhHtMDTTOXIiIi0mBKSkoA6N+/v117WFgYACdOnLC1VVRUcPLkSUJDQwG4du0ajz/+OC+//LLduSEhIQAcO3bMoT+TyWQLp7WzjaNGjbKrad26NWFhYVy5coXCwsK71rZr147evXtTVFSE2Wz+lnfdtGjmUkREpBEZtKP8fg+hXv891Pd7X6Njx45kZ2dz+vRpunXrZmuvDZ0+Pj62NqPRiLu7O7169QIgJiaGmJgYh2seP34cAD8/P7v2zz//nLNnz9rCZXR0NAMGDOCxxx5zuMbFixcBcHV1BWDq1KlERUXh6+t4z7W1X18fKncoXIqIiDQiBytu3e8h/KDi4uLYv38/aWlpJCcn4+/vz969e9m8eTNBQUH07NnTVmsymejTpw8tWrRwuI7FYqGsrIzdu3fzhz/8gW7duhEeHm5XYzQa8fDw4OmnnwbuzFAGBAQ4XOvcuXPs3r2bNm3a0KVLFwA8PT3x9PR0qD169Cj5+fl07doVDw+P7/4gHmIKlyIiItJgvL29mThxIgsXLmTy5Mm29h49epCenk6zZs0AqK6u5uDBg0yZMqXO62zdupVly5YB8OMf/5iZM2fSvHlzuxqj0UhISIhtNrIu165dIzU1lZs3bzJ16tQ6d5zXKi8vZ+7cuQAkJCR8uxtugjSfKyIiIg1m3bp1pKam4uXlxcyZM1myZAkxMTEUFBSQmJjI1atXAThy5AjXr1+3vdL+uu7du5Oenk5ycjItWrQgPj6eTz/91Ha8qqqK3Nzces8HuHz5MgaDgWPHjhEZGcno0aPrrS0tLWXSpEmUlZURGxtrWyMqjjRzKSIiIg3i2rVrZGRk4OPjQ2Zmpu218sCBAwkMDGTevHlkZmZiMBgwmUx06tTJYR1lra+u1wwLCyM6Opp33nmH5557DoCcnBxu3rzp8O3KWmfPniUpKYmSkhIGDRrEggULbLOmX1dQUMCMGTO4cOECY8eOxWAwfJ/H8NBTuBQREWlEgnyaf3PRA6qkpASLxUJ4eLjDesUhQ4awePFi2y5to9Fo2yX+TWp3cH/66aeYzWY8PT0xmUwEBgbi5eXlUJ+Xl0dycjJms5no6GimTZtW7+acPXv2MGfOHCwWCwaDgdjY2Hu866ZH4VJERKQRccaO7MaqdmPO7du3HY5ZrVZqamqwWq2cP3+eoqIihw+jJyUlcfr0aTZt2uSwNrKyshIXFxdbHyaTiRdeeMGhn6NHj2IwGLBYLLYPo9dn165dzJ49G1dXVxYtWkRERMQ933NTpDWXIiIi0iA6d+6Mn58fO3fupLzc/pNL27Ztw2KxEBISgtFopFWrVnY7x+HOp4bKysr429/+Zteem5tLbm4uQUFBPProo5w5c4bS0lKHV+IVFRWkpKRQVVXF/Pnz7xosCwsLmTdvHm5ubqxcuVLB8h5o5lJEREQahIuLC7NmzWL69OnExcUxcuRI2rZtS15eHllZWXTq1Inx48czf/58goKCHGYnX3vtNUwmE+np6Rw/fpwnnniC06dPs2XLFjw9Pfn1r38N3Hml7unpabcuEyAjIwOz2Uz37t2xWq1kZWU5jDE4OJi2bduyatUqLBYLoaGhlJeX11kbHh6Ou7u7E5/Qw6GZ2Wy23u9BiIiINBUVFRV2Hwpvio4dO8batWvJzc2lsrISX19fBg4cSHx8PC1btiQyMpKkpCSGDx/ucO6lS5dYs2YNn376KRcvXqRt27aEhoby2muv2Z7rlClT8PLyIi0tze7c4cOHU1paetexrV69mmeeeYawsDBu3br7N0e3bt1K+/bt7+3mnaQx/x0pXIqIiDSgxhwK5MHRmP+OtOZSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREQaVHFxMampqQwaNIjQ0FBGjx7Nhg0bqKmpcajNzc0lODiYc+fO1Xmt3/3udwQHB3Po0KE6j9+8eZMBAwawfft2AKqrq1m/fj0xMTH079+f8PBwJk6cyL59+xzOraqqYvXq1YwaNYp+/foRERFBUlIS+fn53+PuH34KlyIiItJgSktLiY+PZ+/evbz00kskJSXh6+vL8uXLWbp0qUO9yWSiQ4cO+Pv7Oxw7fPgw//f//t+79nfo0CGqqqro27cvAIsXL2blypV4e3tjMBgYP3485eXlTJs2jR07dtjOs1qtpKSkkJmZSUBAANOnTyc6OprPPvuMhIQEDhw48D2fxMPL7X4PQERERJqO9evXc+XKFd5++20GDRoEQFRUFImJiWzevJno6Gg6duxoqzcajfTr18/hOlevXmX+/Pm4ublx8+bNevszmUwEBATg4+NDXl4e27dvZ/DgwSxcuNBWM2rUKMaOHcuKFSsYMmQIzZs355NPPiE7O5tx48aRmJhoqx02bBgxMTEsW7aMjRs3OuGJPHw0cykiIiINpqSkBID+/fvbtYeFhQFw4sQJW1tFRQUnT54kNDTU4TpLliyhpqaGkSNH3rU/k8lkC6e1s42jRo2yq2ndujVhYWFcuXKFwsLCu9a2a9eO3r17U1RUhNlsvmvfTZVmLkVERBoR97TEby66T27M/f33vkbHjh3Jzs7m9OnTdOvWzdZeGzp9fHxsbUajEXd3d3r16mV3jX/84x/893//N7/97W85cuRIvX19/vnnnD171hYuo6OjGTBgAI899phD7cWLFwFwdXUFYOrUqURFReHr61tvrYuL5ujqonApIiLSiLieKrjfQ/hBxcXFsX//ftLS0khOTsbf35+9e/eyefNmgoKC6Nmzp63WZDLRp08fWrRoYWs7d+4c6enpREdHExwcfNdwaTQa8fDw4OmnnwbuzFAGBAQ41J07d47du3fTpk0bunTpAoCnpyeenp4OtUePHiU/P5+uXbvi4eHx3R7CQ07hUkRERBqMt7c3EydOZOHChUyePNnW3qNHD9LT02nWrBlwZ1f3wYMHmTJliq3m9u3bzJ8/n3bt2tmtg6yP0WgkJCTENhtZl2vXrpGamsrNmzeZOnUqbm71R6Py8nLmzp0LQEJCwjf231RpPldEREQazLp160hNTcXLy4uZM2eyZMkSYmJiKCgoIDExkatXrwJw5MgRrl+/breZJzMzk4KCAtLS0mjZsuVd+6mqqiI3N7fOzUC1Ll++jMFg4NixY0RGRjJ69Oh6a0tLS5k0aRJlZWXExsba1oiKI81cioiISIO4du0aGRkZ+Pj4kJmZaXutPHDgQAIDA5k3bx6ZmZkYDAZMJhOdOnXCz88PgPz8fNauXcvYsWPx9fW1baapqqqyXdtsNuPh4YGLiws5OTncvHnT9gmirzt79ixJSUmUlJQwaNAgFixYYJs1/bqCggJmzJjBhQsXGDt2LAaDwclP5uGicCkiItKI3O7y1P0ewg+mpKQEi8VCeHi4w3rFIUOGsHjxYtsubaPRaLdL3GQycfv2bf74xz/yxz/+0eHaKSkpAGzdupX27dtjMpkIDAzEy8vLoTYvL4/k5GTMZjPR0dFMmzat3s05e/bsYc6cOVgsFgwGA7Gxsd/5/psKhUsREZFGxBk7shur2o05t2/fdjhmtVqpqanBarVy/vx5ioqKbIER4MUXX7Tb7FPr73//O1lZWbz++ut07dqVtm3bAnfC6AsvvOBQf/ToUQwGAxaLxfZh9Prs2rWL2bNn4+rqyqJFi4iIiLjXW26SFC5FRESkQXTu3Bk/Pz927tzJL3/5S7vP/Gzbtg2LxUJISAhGo5FWrVrZhUl/f/86f6Wndrd4YGAgzz77LABnzpyhtLTU4ZV4RUUFKSkpVFVVsWDBAv7t3/6t3rEWFhYyb9483NzcWLFihe3a8s0ULkVERKRBuLi4MGvWLKZPn05cXBwjR46kbdu25OXlkZWVRadOnRg/fjzz588nKCjorju378ZoNOLp6Wn3HU2AjIwMzGYz3bt3x2q1kpWV5XBucHAwbdu2ZdWqVVgsFkJDQykvL6+zNjw8HHd39+80xoeZwqWIiIg0mJCQENauXcvatWvZuHEjlZWV+Pr68uqrrxIfH0/Lli3JyckhKSnpO/exb98+fv7znzuso8zOzgbubA7Kz8+v89zVq1fTpk0bDh8+DNwJqkajsc7arVu3KlzWoZnZbLbe70GIiIg0FRUVFXa/QiPyXTTmvyN951JEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJzG7X4PQERERJqW4uJi3n//fXJycqisrMTf358RI0YwZswYXFzs571yc3OZMGECW7Zswd/fn6ysLObNm1fndV988UWHYzdv3iQyMpLk5GSGDRtGdXU1GzduZMeOHZw9exY3NzcCAwOJi4ujb9++dudWVVWRmZnJzp07KSsrw93dnR49ehAfH0/37t2d+1AeIgqXIiIi0mBKS0uJj4/HYrHwyiuv0L59e3bv3s3y5cspLi7mjTfesKs3mUx06NABf39/AAoLCwGYNWsWLVu2tKutrfmqQ4cOUVVVZQuOixcvZvv27YSEhDBixAhu3LjBtm3bmDZtGnPmzGHo0KEAWK1WUlJSyM7OJiIigpiYGC5dusSmTZtISEhgxYoVBAcHO/35PAwULkVERKTBrF+/nitXrvD2228zaNAgAKKiokhMTGTz5s1ER0fTsWNHW73RaKRfv362fxcWFuLl5cXw4cO/VX8mk4mAgAB8fHzIy8tj+/btDB48mIULF9pqRo0axdixY1mxYgVDhgyhefPmfPLJJ2RnZzNu3DgSExNttcOGDSMmJoZly5axcePG7/cwHlJacykiIiINpqSkBID+/fvbtYeFhQFw4sQJW1tFRQUnT54kNDTU1nby5Ek6d+78rfszmUy2cHrgwAHgTpj8qtatWxMWFsaVK1dsM6P11bZr147evXtTVFSE2Wz+1uNoSjRzKSIi0ojcyJl2v4dQL/c+K773NTp27Eh2djanT5+mW7dutvba0Onj42NrMxqNuLu706tXLwAuXrzIhQsXiIyMBODWrVtYrVZatGhRZ1+ff/45Z8+etYXL6OhoBgwYwGOPPeZQe/HiRQBcXV0BmDp1KlFRUfj6+tZb+/X1oXKHwqWIiEgjUnPl2P0ewg8qLi6O/fv3k5aWRnJyMv7+/uzdu5fNmzcTFBREz549bbUmk4k+ffrYwmPtrOL58+f5xS9+QWFhITU1NTz55JNMnjyZoKAgu76MRiMeHh48/fTTwJ0ZyoCAAIcxnTt3jt27d9OmTRu6dOkCgKenJ56eng61R48eJT8/n65du+Lh4eGMR/LQUeQWERGRBuPt7c3EiRMpLy9n8uTJDB8+nHfeeYdu3bqRnp5Os2bNAKiurubgwYN26y1PnjwJ3Al4ERERLF26FIPBwPnz5zEYDHz66ad2fRmNRkJCQmyzkXW5du0aqamp3Lx5k9deew03t/rn3crLy5k7dy4ACQkJ3/kZPOw0cykiIiINZt26dfzud7/jZz/7GVOmTMHLy4sjR47wl7/8hcTERH7729/yox/9iCNHjnD9+nW7cPnUU08xfvx4hg4dys9+9jNb+//5P/+HmJgYlixZQmhoKC4uLlRVVZGbm+uw+/yrLl++TFJSEseOHSMyMpLRo0fXW1taWsrUqVMpKysjNjbWtkZUHClcioiISIO4du0aGRkZ+Pj4kJmZaXutPHDgQAIDA5k3bx6ZmZkYDAZMJhOdOnXCz8/Pdn6vXr1s6y+/ys/Pj7CwMLKysigqKqJLly7k5ORw8+ZNh29X1jp79ixJSUmUlJQwaNAgFixYYJs1/bqCggJmzJjBhQsXGDt2LAaDwQlP4+GlcCkiItKIuHgE3u8h/GBKSkqwWCyEh4c7rFccMmQIixcvtu3SNhqNdrvEv0nbtm0BuH79OnBnvWZgYCBeXl4OtXl5eSQnJ2M2m4mOjmbatGn1bs7Zs2cPc+bMwWKxYDAYiI2N/dZjaqoULkVERBoRZ+zIbqxqN+bcvn3b4ZjVaqWmpgar1cr58+cpKioiJSXFriY5OZnTp0/zpz/9iUceecTuWFFREQA//elPgTvh8oUXXnDo5+jRoxgMBiwWC9OnTyc6Orre8e7atYvZs2fj6urKokWLiIiIuLcbbqK0oUdEREQaROfOnfHz82Pnzp2Ul5fbHdu2bRsWi4WQkBCMRiOtWrWy2zkOdzYDff7552zdutWu/dChQ5hMJkJDQ/Hy8uLMmTOUlpY6vBKvqKggJSWFqqoq5s+ff9dgWVhYyLx583Bzc2PlypUKlvdAM5ciIiLSIFxcXJg1axbTp08nLi6OkSNH0rZtW/Ly8sjKyqJTp06MHz+e+fPnExQU5LBz+1e/+hUmk4mVK1dSWFhIt27dKCoqYvPmzfj4+NhmOo1GI56ennbf0QTIyMjAbDbTvXt3rFYrWVlZDmMMDg6mbdu2rFq1CovFQmhoKOXl5XXWhoeH4+7u7sQn9HBoZjabrfd7ECIiIk1FRUWF3YfCm6Jjx46xdu1acnNzqaysxNfXl4EDBxIfH0/Lli2JjIwkKSmpzp94vHDhAh988AFGo5ELFy7g5eVFaGgov/rVr2zPtXYXelpamt25w4cPp7S09K5jW716Nc888wxhYWHcunXrrrVbt26lffv293bzTtKY/44ULkVERBpQYw4F8uBozH9HWnMpIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk7jdr8HICIiIk1LcXEx77//Pjk5OVRWVuLv78+IESMYM2YMLi728165ublMmDCBLVu24O/vD8C+ffv44x//yLFjx3B1deXJJ59k4sSJdOvWzaGvmzdvEhkZSXJyMsOGDaO6upqNGzeyY8cOzp49i5ubG4GBgcTFxdG3b1+7c6uqqsjMzGTnzp2UlZXh7u5Ojx49iI+Pp3v37j/cA3rAaeZSREREGkxpaSnx8fHs3buXl156iaSkJHx9fVm+fDlLly51qDeZTHTo0MEWLLdt28a0adO4fPkyEydOJDY2lsLCQiZMmEBBQYHD+YcOHaKqqsoWHBcvXszKlSvx9vbGYDAwfvx4ysvLmTZtGjt27LCdZ7VaSUlJITMzk4CAAKZPn050dDSfffYZCQkJHDhw4Ad6Qg8+zVyKiIhIg1m/fj1Xrlzh7bffZtCgQQBERUWRmJjI5s2biY6OpmPHjrZ6o9FIv379ACgvL2fZsmUEBgayZs0aHnnkEQAiIiIYM2YM77//PqtWrbLrz2QyERAQgI+PD3l5eWzfvp3BgwezcOFCW82oUaMYO3YsK1asYMiQITRv3pxPPvmE7Oxsxo0bR2Jioq122LBhxMTEsGzZMjZu3PhDPaYHmmYuRUREpMGUlJQA0L9/f7v2sLAwAE6cOGFrq6io4OTJk4SGhgLwj3/8g6qqKl5//XVbsAT42c9+xuuvv05ISIhDfyaTyRZOa2cbR40aZVfTunVrwsLCuHLlCoWFhXetbdeuHb1796aoqAiz2XxvN99EaOZSRESkEfng72n3ewj1Snhx7ve+RseOHcnOzub06dN2ayRrQ6ePj4+tzWg04u7uTq9evQDIycmhdevWPPPMMwBUV1dTXV3NI488wpgxYxz6+vzzzzl79qwtXEZHRzNgwAAee+wxh9qLFy8C4OrqCsDUqVOJiorC19e33tqvrw+VOxQuRUREGpGzFafu9xB+UHFxcezfv5+0tDSSk5Px9/dn7969bN68maCgIHr27GmrNZlM9OnThxYtWgBw5swZfvKTn3D69GlWrVpFTk4Ot2/fpkuXLkyZMsU2w1nLaDTi4eHB008/DdyZoQwICHAY07lz59i9ezdt2rShS5cuAHh6euLp6elQe/ToUfLz8+natSseHh5OeioPF0VuERERaTDe3t5MnDiR8vJyJk+ezPDhw3nnnXfo1q0b6enpNGvWDLgzK3nw4EHbrCPAlStXuHLlCgkJCXh6erJw4UJ+/etfc/36dWbMmMHu3bvt+jIajYSEhNhmI+ty7do1UlNTuXnzJq+99hpubvXPu5WXlzN37p3Z24SEhO/xFB5uCpciIiLSYNatW0dqaipeXl7MnDmTJUuWEBMTQ0FBAYmJiVy9ehWAI0eOcP36dbtweevWLcrLy3nxxRd56623iIiIICoqioyMDNzd3Vm2bBlWqxW48xmh3Nxcu/O/7vLlyxgMBo4dO0ZkZCSjR4+ut7a0tJRJkyZRVlZGbGysbY2oOFK4FBERkQZx7do1MjIy8PHxITMzk1GjRjFw4ECSkpKYM2cOBQUFZGZmAndeiXfq1Ak/Pz/b+bWbeL6+vtLX15cBAwbwxRdfcObMGeDO+sybN286fLuy1tmzZ4mPjyc/P59BgwaRlpZmmzX9uoKCAuLj4zl79ixjx47FYDB830fxUNOaSxERkUbkZz5d7vcQfjAlJSVYLBbCw8Md1isOGTKExYsX23ZpG41GhzWU7dq14/Tp07Rt29bh2rVt165dA+6E08DAQLy8vBxq8/LySE5Oxmw2Ex0dzbRp0+rdnLNnzx7mzJmDxWLBYDAQGxt77zfexChcioiINCLO2JHdWNVuzLl9+7bDMavVSk1NDVarlfPnz1NUVERKSopdTffu3Tl9+jQnT56kR48edsc+//xzANtMp8lk4oUXXnDo5+jRoxgMBiwWi+3D6PXZtWsXs2fPxtXVlUWLFhEREXFvN9xE6bW4iIiINIjOnTvj5+fHzp07KS8vtzu2bds2LBYLISEhGI1GWrVqZbdzHOCll14C4MMPP7QLqKdOnWLv3r08++yzeHt7c+bMGUpLSx1eiVdUVJCSkkJVVRXz58+/a7AsLCxk3rx5uLm5sXLlSgXLe6CZSxEREWkQLi4uzJo1i+nTpxMXF8fIkSNp27YteXl5ZGVl0alTJ8aPH8/8+fMJCgpy2Ln9zDPPMHbsWNavX09CQgLPP/88Fy9eZOPGjbRs2ZLk5GTgzit1T09Ph98az8jIwGw20717d6xWK1lZWQ5jDA4Opm3btqxatQqLxUJoaCjl5eV11oaHh+Pu7u7EJ/RwaGY2m633exAiIiJNRUVFhd2HwpuiY8eOsXbtWnJzc6msrMTX15eBAwcSHx9Py5YtiYyMJCkpieHDh9d5/t///nf+/Oc/c/r0aR555BGeffZZJk6caPvZyClTpuDl5UVamv0H6YcPH05paeldx7Z69WqeeeYZwsLCuHXr1l1rt27dSvv27b/1fTtTY/47UrgUERFpQI05FMiDozH/HWnNpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jdv9HoCIiIg0LcXFxbz//vvk5ORQWVmJv78/I0aMYMyYMbi42M975ebmMmHCBLZs2UJiYiJlZWV3vfbWrVtp37697d83b94kMjKS5ORkhg0bRnV1NRs3bmTHjh2cPXsWNzc3AgMDiYuLo2/fvnbXqqqqIjMzk507d1JWVoa7uzs9evQgPj6e7t27O++BPGQULkVERKTBlJaWEh8fj8Vi4ZVXXqF9+/bs3r2b5cuXU1xczBtvvGFXbzKZ6NChA/7+/iQlJXHjxg2Ha3722Wf853/+J927d8fX19fu2KFDh6iqqrIFx8WLF7N9+3ZCQkIYMWIEN27cYNu2bUybNo05c+YwdOhQAKxWKykpKWRnZxMREUFMTAyXLl1i06ZNJCQksGLFCoKDg3+gp/RgU7gUERGRBrN+/XquXLnC22+/zaBBgwCIiooiMTGRzZs3Ex0dTceOHW31RqORfv36ARAeHu5wvevXr5ORkYGnpye/+c1vcHOzjzYmk4mAgAB8fHzIy8tj+/btDB48mIULF9pqRo0axdixY1mxYgVDhgyhefPmfPLJJ2RnZzNu3DgSExNttcOGDSMmJoZly5axceNGJz6Zh4fWXIqIiEiDKSkpAaB///527WFhYQCcOHHC1lZRUcHJkycJDQ2t93qrV6/m7NmzTJs2jXbt2jkcN5lMtnB64MAB4E6Y/KrWrVsTFhbGlStXKCwsvGttu3bt6N27N0VFRZjN5m+836ZIM5ciIiKNyLZt2+73EOr18ssvf+9rdOzYkezsbE6fPk23bt1s7bWh08fHx9ZmNBpxd3enV69edV6rqKiITZs20bNnT1544QWH459//jlnz561hcvo6GgGDBjAY4895lB78eJFAFxdXQGYOnUqUVFRDq/Zv1r79fWhcofCpYiISCNSXl5+v4fwg4qLi2P//v2kpaWRnJyMv78/e/fuZfPmzQQFBdGzZ09brclkok+fPrRo0aLOa33wwQfcvn2bKVOm1HncaDTi4eHB008/DdyZoQwICHCoO3fuHLt376ZNmzZ06dIFAE9PTzw9PR1qjx49Sn5+Pl27dsXDw+Me775pULgUERGRBuPt7c3EiRNZuHAhkydPtrX36NGD9PR0mjVrBkB1dTUHDx6sNziWlZWxe/dunn32WXr06FFnjdFoJCQkxDYbWZdr166RmprKzZs3mTp1qsOaza8qLy9n7ty5ACQkJHzjvTZVms8VERGRBrNu3TpSU1Px8vJi5syZLFmyhJiYGAoKCkhMTOTq1asAHDlyhOvXr9teaX/dli1buH37Nr/4xS/qPF5VVUVubm695wNcvnwZg8HAsWPHiIyMZPTo0fXWlpaWMmnSJMrKyoiNjbWtERVHmrkUERGRBnHt2jUyMjLw8fEhMzPT9lp54MCBBAYGMm/ePDIzMzEYDJhMJjp16oSfn1+d19q1axdeXl71fg4oJyeHmzdvOny7stbZs2dJSkqipKSEQYMGsWDBAtus6dcVFBQwY8YMLly4wNixYzEYDN/h7psOhUsREZFGpK4NJA+LkpISLBYL4eHhDusVhwwZwuLFi227tI1GY727xM+cOUNJSQmjR4+u95W3yWQiMDAQLy8vh2N5eXkkJydjNpuJjo5m2rRp9W7O2bNnD3PmzMFisWAwGIiNjb2XW26SFC5FREQaEWfsyG6sajfm3L592+GY1WqlpqYGq9XK+fPnKSoqIiUlpc7r5ObmAvDzn/+83r5MJlOdO8iPHj2KwWDAYrEwffp0oqOj673Grl27mD17Nq6urixatIiIiIi73p/coTWXIiIi0iA6d+6Mn58fO3fudNgVv23bNiwWCyEhIRiNRlq1amW3c/yrPvvsMwCefPLJOo+fOXOG0tJSh1fiFRUVpKSkUFVVxfz58+8aLAsLC5k3bx5ubm6sXLlSwfIeaOZSREREGoSLiwuzZs1i+vTpxMXFMXLkSNq2bUteXh5ZWVl06tSJ8ePHM3/+fIKCgurduV1cXEzLli1p27ZtnceNRiOenp5239EEyMjIwGw20717d6xWK1lZWQ7nBgcH07ZtW1atWoXFYiE0NJTy8vI6a8PDw3F3d/8OT+LhpnApIiIiDSYkJIS1a9eydu1aNm7cSGVlJb6+vrz66qvEx8fTsmVLcnJySEpKqvcaZrOZ1q1b13t83759/PznP3dYR5mdnQ1Afn4++fn5dZ67evVq2rRpw+HDh4E7QdVoNNZZu3XrVoXLOjQzm83W+z0IERGRpqKiosLuV2hEvovG/HekNZciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jRu93sAIiIi0rQUFxfz/vvvk5OTQ2VlJf7+/owYMYIxY8bg4mI/75Wbm8uECRPYsmUL/v7+XL9+nTVr1rB7926+/PJLvLy8CAsLY9KkSbRu3dqhr5s3bxIZGUlycjLDhg2jurqajRs3smPHDs6ePYubmxuBgYHExcXRt29fu3OrqqrIzMxk586dlJWV4e7uTo8ePYiPj6d79+4/6DN6kClcioiISIMpLS0lPj4ei8XCK6+8Qvv27dm9ezfLly+nuLiYN954w67eZDLRoUMH/P39qa6uZsqUKfzrX/9i8ODB9O7dm88++4xNmzZx9OhR1q5dS8uWLe3OP3ToEFVVVbbguHjxYrZv305ISAgjRozgxo0bbNu2jWnTpjFnzhyGDh0KgNVqJSUlhezsbCIiIoiJieHSpUts2rSJhIQEVqxYQXBwcMM8tAeMwqWIiIg0mPXr13PlyhXefvttBg0aBEBUVBSJiYls3ryZ6OhoOnbsaKs3Go3069cPgH/+85/861//YuTIkXYhtF27dnzwwQf8/e9/Z+TIkXb9mUwmAgIC8PHxIS8vj+3btzN48GAWLlxoqxk1ahRjx45lxYoVDBkyhObNm/PJJ5+QnZ3NuHHjSExMtNUOGzaMmJgYli1bxsaNG3+IR/TA05pLERERaTAlJSUA9O/f3649LCwMgBMnTtjaKioqOHnyJKGhoXc9Nzw8HIDjx4879GcymWzh9MCBA8CdMPlVrVu3JiwsjCtXrlBYWHjX2nbt2tG7d2+Kioowm83f4o6bHs1cioiINCIbh6+/30Oo15itY7/3NTp27Eh2djanT5+mW7dutvba4Ojj42NrMxqNuLu706tXLwAee+wxAE6fPm0XMIuLiwHw9fW16+vzzz/n7NmztnAZHR3NgAEDbNf5qosXLwLg6uoKwNSpU4mKinK45ldrv74+VO5QuBQREWlEzueW3e8h/KDi4uLYv38/aWlpJCcn4+/vz969e9m8eTNBQUH07NnTVmsymejTpw8tWrQAYMCAAYSFhZGZmYm3tze9evXi5MmTvPvuu/j6+vLyyy/b9WU0GvHw8ODpp58G7sxQBgQEOIzp3Llz7N69mzZt2tClSxcAPD098fT0dKg9evQo+fn5dO3aFQ8PDyc9lYeLwqWIiIg0GG9vbyZOnMjChQuZPHmyrb1Hjx6kp6fTrFkzAKqrqzl48CBTpkyx1bi6uvKrX/2KkpIS5s+fb2v38vJi9erVeHt72/VlNBoJCQmxzUbW5dq1a6SmpnLz5k2mTp2Km1v90ai8vJy5c+cCkJCQcE/33ZRoPldEREQazLp160hNTcXLy4uZM2eyZMkSYmJiKCgoIDExkatXrwJw5MgRrl+/bnulDXd2fv/yl7+kvLycCRMmkJ6eztSpU6mpqWHChAl26zWrqqrIzc21O//rLl++jMFg4NixY0RGRjJ69Oh6a0tLS5k0aRJlZWXExsba1oiKI81cioiISIO4du0aGRkZ+Pj4kJmZaXutPHDgQAIDA5k3bx6ZmZkYDAZMJhOdOnXCz8/Pdv7q1auprq5m9erVtlfdcOd1eWxsLG+//Tbr1q0DICcnh5s3bzp8u7LW2bNnSUpKoqSkhEGDBrFgwQLbrOnXFRQUMGPGDC5cuMDYsWMxGAzOeiQPJYVLERGRRuQnvfy+uegBVVJSgsViITw83GG94pAhQ1i8eLFtl7bRaLTtEq9VWFhIx44d7YIl3Nno07t3b/bt28e1a9do3bo1JpOJwMBAvLy8HMaRl5dHcnIyZrOZ6Ohopk2bVu/mnD179jBnzhwsFgsGg4HY2Njv8wiaBIVLERGRRsQZO7Ibq9qNObdv33Y4ZrVaqampwWq1cv78eYqKikhJSbGrad68OTU1NXVeu7bdarUCdzYDvfDCCw51R48exWAwYLFYmD59OtHR0fWOd9euXcyePRtXV1cWLVpERETEt7vRJk5rLkVERKRBdO7cGT8/P3bu3El5ebndsW3btmGxWAgJCcFoNNKqVSu7neMAoaGhnDlzhn379tm1FxYWkpuby1NPPcWPfvQjzpw5Q2lpqcMr8YqKClJSUqiqqmL+/Pl3DZaFhYXMmzcPNzc3Vq5cqWB5DzRzKSIiIg3CxcWFWbNmMX36dOLi4hg5ciRt27YlLy+PrKwsOnXqxPjx45k/fz5BQUEOO7cnT57M4cOHSUlJ4eWXX6Zr166cPXuWzZs34+bmxsyZM4E7r9Q9PT3tvqMJkJGRgdlspnv37litVrKyshzGGBwcTNu2bVm1ahUWi4XQ0FDKy8vrrA0PD8fd3d2JT+jh0MxsNlvv9yBERESaioqKCrsPhTdFx44dY+3ateTm5lJZWYmvry8DBw4kPj6eli1bEhkZSVJSEsOHD3c498KFC2RkZPDpp59y4cIF2rRpQ58+ffjVr35l+zj6lClT8PLyIi0tze7c4cOHU1paetexrV69mmeeeYawsDBu3bp119qtW7fSvn37e7t5J2nMf0cKlyIiIg2oMYcCeXA05r8jrbkUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGncbvfAxAREZGmpbi4mPfff5+cnBwqKyvx9/dnxIgRjBkzBhcX+3mv3NxcJkyYwJYtW/D39+fy5cusWbOG3bt3c/XqVX72s5/x8ssv88orrzicC3Dz5k0iIyNJTk5m2LBhVFdXs3HjRnbs2MHZs2dxc3MjMDCQuLg4+vbta3duVVUVmZmZ7Ny5k7KyMtzd3enRowfx8fF07979B31GDzLNXIqIiEiDKS0tJT4+nr179/LSSy+RlJSEr68vy5cvZ+nSpQ71JpOJDh064O/vz9WrV/nVr37FX//6V7p3787rr79O9+7dWb58OampqVitVofzDx06RFVVlS04Ll68mJUrV+Lt7Y3BYGD8+PGUl5czbdo0duzYYTvParWSkpJCZmYmAQEBTJ8+nejoaD777DMSEhI4cODAD/eQHnCauRQREZEGs379eq5cucLbb7/NoEGDAIiKiiIxMZHNmzcTHR1Nx44dbfVGo5F+/foBkJmZyZkzZ/jFL37BlClTbDUBAQEsXbqUf/zjH7z44ot2/ZlMJgICAvDx8SEvL4/t27czePBgFi5caKsZNWoUY8eOZcWKFQwZMoTmzZvzySefkJ2dzbhx40hMTLTVDhs2jJiYGJYtW8bGjRt/iEf0wNPMpYiIiDSYkpISAPr372/XHhYWBsCJEydsbRUVFZw8eZLQ0FAA/t//+388+uijvPbaa3bnjhw5kjZt2rBlyxaH/kwmky2c1s42jho1yq6mdevWhIWFceXKFQoLC+9a265dO3r37k1RURFms/nb33gToplLERGRRmTQjvL7PYR6/fdQ3+99jY4dO5Kdnc3p06fp1q2brb02dPr4+NjajEYj7u7u9OrVC4AvvviCxx9/nEceecTumi4uLvj7+3Ps2DGsVivNmjUD4PPPP+fs2bO2cBkdHc2AAQN47LHHHMZ18eJFAFxdXQGYOnUqUVFR+Po63nNtbV1rPEXhUkREpFE5WHHrfg/hBxUXF8f+/ftJS0sjOTkZf39/9u7dy+bNmwkKCqJnz562WpPJRJ8+fWjRogUAjz76KNevX6/zumazmZs3b3L58mU8PT2BO+HUw8ODp59+GrgzQxkQEOBw7rlz59i9ezdt2rShS5cuAHh6etqu81VHjx4lPz+frl274uHh8T2exMNLkVtEREQajLe3NxMnTqS8vJzJkyczfPhw3nnnHbp160Z6erpt1rG6upqDBw/aZh0BevToweeff86//vUvu2sWFBRQVlYGgMVisbUbjUZCQkJss5F1uXbtGqmpqdy8eZPXXnsNN7f6593Ky8uZO3cuAAkJCfd+802EwqWIiIg0mHXr1pGamoqXlxczZ85kyZIlxMTEUFBQQGJiIlevXgXgyJEjXL9+3S5cxsfH4+Liwq9//Wt27txJaWkpe/bs4Y033rDNItYGyaqqKnJzc+3O/7rLly9jMBg4duwYkZGRjB49ut7a0tJSJk2aRFlZGbGxsbY1ouJIr8VFRESkQVy7do2MjAx8fHzIzMy0BcKBAwcSGBjIvHnzyMzMxGAwYDKZ6NSpE35+frbza2c3f/Ob3zBr1iwA3N3dGT9+POfOnWPbtm22a+bk5HDz5k2Hb1fWOnv2LElJSZSUlDBo0CAWLFhgmzX9uoKCAmbMmMGFCxcYO3YsBoPBmY/loaNwKSIi0ogE+TS/30P4wZSUlGCxWAgPD3dYrzhkyBAWL15s26VtNBptu8S/qn///mzbto3CwkKqq6t5/PHHcXd3Z8KECbRr1862PtNkMhEYGIiXl5fDNfLy8khOTsZsNhMdHc20adPq3ZyzZ88e5syZg8ViwWAwEBsb+30fw0NP4VJERKQRccaO7MaqNvjdvn3b4ZjVaqWmpgar1cr58+cpKioiJSXFrubw4cOcOXOGkSNH8uSTT9rar1y5Qn5+PpGRkbY2k8nECy+84NDP0aNHMRgMWCwW24fR67Nr1y5mz56Nq6srixYtIiIi4p7vuSnSmksRERFpEJ07d8bPz4+dO3dSXm7/yaVt27ZhsVgICQnBaDTSqlUru53jcOdV9+LFizl48KCtzWq18tvf/pbq6mrGjh0LwJkzZygtLXV4JV5RUUFKSgpVVVXMnz//rsGysLCQefPm4ebmxsqVKxUs74FmLkVERKRBuLi4MGvWLKZPn05cXBwjR46kbdu25OXlkZWVRadOnRg/fjzz588nKCjIYef2yJEj2bJlC7Nnz2bMmDF4eXmxZ88eTCYTr732mu0zQ0ajEU9PT7vvaAJkZGRgNpvp3r07VquVrKwshzEGBwfTtm1bVq1ahcViITQ0lPLy8jprw8PDcXd3d+ITejg0M5vNjj/EKSIiIj+IiooKuw+FN0XHjh1j7dq15ObmUllZia+vLwMHDiQ+Pp6WLVsSGRlJUlISw4cPdzi3pKSE1atXk5ubi8VioVOnTsTExNh+ShJgypQpeHl5kZaWZnfu8OHDKS0tvevYVq9ezTPPPENYWBi3bt39m6Nbt26lffv23/7Gnagx/x0pXIqIiDSgxhwK5MHRmP+OtOZSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREQaVHFxMampqQwaNIjQ0FBGjx7Nhg0bqKmpcajNzc0lODiYc+fOORy7evUqQ4cO5YMPPqizn6qqKtasWcPIkSN57rnniIqK4j/+4z+4fft2nfVffPEFwcHBHDx40Hb+6tWrGTVqFP369SMiIoKkpCTy8/MdzjWbzaSnp/Pyyy/Tr18/Bg8eTGpqKmfOnLmHJ/NwcLvfAxAREZGmo7S0lPj4eCwWC6+88grt27dn9+7dLF++nOLiYt544w27epPJRIcOHfD397drr6qqIjk5mfLy8jr7qamp4Y033mDfvn289NJLdOvWjezsbFatWkVJSQmzZs1yOMdoNPLoo4/Ss2dPrFYrKSkpZGdnExERQUxMDJcuXWLTpk0kJCSwYsUKgoODAbBYLEyaNImioiKGDh3KU089RWlpKZs2bWL//v1kZGTQpUsXJz3Bxk/hUkRERBrM+vXruXLlCm+//TaDBg0CICoqisTERDZv3kx0dDQdO3a01RuNRvr162d3jVOnTvHmm29y6tSpevv5n//5H0wmE5MnTyYuLg6AESNG8Jvf/IYtW7YwbNgwunfvbneOyWQiKCiI5s2b8/HHH5Odnc24ceNITEy01QwbNoyYmBiWLVvGxo0bAdiwYQOnTp0iNTWVESNG2GojIyMZP3487733HsuXL/9uD+wBpNfiIiIi0mBKSkoA6N+/v117WFgYACdOnLC1VVRUcPLkSUJDQ21tH330EbGxsVRUVPDqq6/W28/f//53mjdvzujRo+3af/GLXwCwY8cOu/Zbt26Rk5Nj6+vAgQMAjBo1yq6uXbt29O7dm6KiIsxmMwDZ2dk0b96cYcOG2dUGBgbSuXNnDh8+XO84H0aauRQREWlE3NMSv7noPrkx9/ff+xodO3YkOzub06dP061bN1t7bej08fGxtRmNRtzd3enVq5et7fjx4wwdOpQJEyZQXFzMn/70pzr7yc/Pp0uXLri7u9u1+/v78+Mf/5h//etfdu25ublUVlbSt29fAKZOnUpUVBS+vr4O17548SIALi535ujeeustLl68iKurq12d1Wrl0qVLtrqmQuFSRESkEXE9VXC/h/CDiouLY//+/aSlpZGcnIy/vz979+5l8+bNBAUF0bNnT1utyWSiT58+tGjRwta2YMEC27+Li4vr7KOqqoorV67YhdKv8vX1pbS01K7NaDTy+OOP065dOwA8PT3x9PR0OPfo0aPk5+fTtWtXPDw8APD29sbb29uh9uOPP+bLL79kwIAB9T+Qh5DCpYiIiDQYb29vJk6cyMKFC5k8ebKtvUePHqSnp9OsWTMAqqurOXjwIFOmTLE7/6tBsz7Xrl0D4NFHH63z+COPPMKNGzfs2kwmk+3VfH3Ky8uZO3cuAAkJCXetPXXqFOnp6bi6uhIfH/+NY36YNK15WhEREbmv1q1bR2pqKl5eXsycOZMlS5YQExNDQUEBiYmJXL16FYAjR45w/fp1h80834bVarX7b13Hv/oK+9y5cxQXF9+1r9LSUiZNmkRZWRmxsbF3DaLHjx+33cuMGTN48skn7/keHmSauRQREZEGce3aNTIyMvDx8SEzM9P2WnngwIEEBgYyb948MjMzMRgMmEwmOnXqhJ+f3z33UztjWVVVVefxqqoqWrVqZfu3yWSidevW9OjRo876goICZsyYwYULFxg7diwGg6Hevo1GI2+++SaVlZXMmDGDqKioex7/g07hUkREpBG53eWp+z2EH0xJSQkWi4Xw8HBbsKw1ZMgQFi9ebNulbTQa7XaJ34tWrVrh6elZ7zcwy8vL7UKryWQiODgYNzfHWLRnzx7mzJmDxWLBYDAQGxtbb7+bNm3inXfewcXFhbS0NIYMGfKdxv+gU7gUERFpRJyxI7uxql0vWdcv5FitVmpqarBarZw/f56ioiJSUlK+c1/dunUjJyeHqqoqHnnkEVv7uXPnMJvNtuBnsVg4dOhQnX3t2rWL2bNn4+rqyqJFi4iIiKi3vw0bNrB8+XI8PDxYunQpvXv3/s5jf9BpzaWIiIg0iM6dO+Pn58fOnTsdZhW3bduGxWIhJCQEo9FIq1at7HaO36t/+7d/w2Kx2D50XuuPf/wjAEOHDgXg8OHDWCwW2yeIahUWFjJv3jzc3NxYuXLlXYPlvn37WLFiBW3atGHNmjVNOliCZi5FRESkgbi4uDBr1iymT59OXFwcI0eOpG3btuTl5ZGVlUWnTp0YP3488+fPJygoqM7X1N/W4MGD2bZtG7///e8pLS3lqaeeYv/+/fzP//wPr7zyCk888QRw5/V7QECAw6eEVq1ahcViITQ0lPLycrKyshz6CA8Px93dnXfffRer1cpzzz3HiRMn7D4EX+v555//zvfyoFG4FBERkQYTEhLC2rVrWbt2LRs3bqSyshJfX19effVV4uPjadmyJTk5OSQlJX2vfpo1a8ayZcv48MMP+eSTT/j73/9O+/btSUpKYsyYMba6ffv2ERkZaXdudXW17Vd1jEYjRqOxzj62bt3K5cuXbd/b3LFjh8Mv/9RqSuGymdlsrnufvoiIiDhdRUWF3a/QiHwXjfnvSGsuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRESkQRUXF5OamsqgQYMIDQ1l9OjRbNiwgZqaGofa3NxcgoODOXfunMOxq1evMnToUD744IO79rd06VJefvnlu9a89dZbJCQk2PX7+uuvExERQWhoKKNGjeKDDz7g5s2bDufu2bOHCRMmEB4eTv/+/YmJiWHjxo113k9T4Ha/ByAiIiJNR2lpKfHx8VgsFl555RXat2/P7t27Wb58OcXFxbzxxht29SaTiQ4dOuDv72/XXlVVRXJyMuXl5Xft789//jN//etf8fPzu2vd/v37eeWVVwA4fPgwkydPxsvLi1dffZU2bdpw4MABMjIyyMvLY9WqVbi43Jmfy8rKYt68eTz22GOMHz+eRx55hN27d7Ns2TJOnDjBnDlz7vURPfAULkVERKTBrF+/nitXrvD2228zaNAgAKKiokhMTGTz5s1ER0fTsWNHW73RaKRfv3521zh16hRvvvkmp06dqrefqqoqVq1axV//+tdvHNPx48epqKiw9bNo0SJatWrFunXr8Pb2to1x+fLlbNiwgV27dhEZGcnNmzdZunQpP/3pT/m///f/8sgjjwAwZswYZs6cyd/+9jdGjRrFU089dU/P6EGn1+IiIiLSYEpKSgDo37+/XXtYWBgAJ06csLVVVFRw8uRJQkNDbW0fffQRsbGxVFRU8Oqrr9bZR2FhISNHjuSvf/0rI0aMwNfX965jMplM+Pj4EBAQwBdffEFJSQlhYWG2YFnrxRdfBO68MgfIz8/n+vXrvPjii7ZgWev5558H7syCNjWauRQREWlEbuRMu99DqJd7nxXf+xodO3YkOzub06dP061bN1t7bej08fGxtRmNRtzd3enVq5et7fjx4wwdOpQJEyZQXFzMn/70J4c+zp07h4+PDwsWLCAoKOgb11uaTCb69u0LQNu2bfnrX/9Ky5YtHeouXLgAYHsl3r17d/785z/zox/9yKH24sWLdrVNicKliIhII1Jz5dj9HsIPKi4ujv3795OWlkZycjL+/v7s3buXzZs3ExQURM+ePW21JpOJPn360KJFC1vbggULbP8uLi6us49+/foRHh7+rcZz5coV8vPzbbOgbm5udOjQoc7a9evXA/Dss88C0KJFC7tX+LWqq6vZuHGjXW1TonApIiIiDcbb25uJEyeycOFCJk+ebGvv0aMH6enpNGvWDLgT0A4ePMiUKVPszv9q0KzPt6mptX//fpo1a0ZwcPBd69auXcuBAwcIDAxkwIABd61dsmQJRUVFhIeH88QTT3zrsTwsFC5FRESkwaxbt47f/e53/OxnP2PKlCl4eXlx5MgR/vKXv5CYmMhvf/tbfvSjH3HkyBGuX7/usJnH2UwmE8888wytWrWqt2bt2rWsWbMGLy8vfvOb39T7qrumpoYlS5awbds2HnvsMWbPnv1DDbtRU7gUERGRBnHt2jUyMjLw8fEhMzMTDw8PAAYOHEhgYCDz5s0jMzMTg8GAyWSiU6dO3/gJoe/DarWyf/9+xo4dW+fx6upq0tPT2bJlC76+vvz2t791+CRSrRs3bjBnzhz++c9/0rlzZ9577z3atGnzg429MVO4FBERaURcPALv9xB+MCUlJVgsFsLDw23BstaQIUNYvHgxBw4cAO5s5vnqLvEfwmeffcbFixfrnB2trKwkNTWVffv20blzZ1asWMFPfvKTOq/z5ZdfMn36dI4dO0avXr1IT093uL+mROFSRESkEXHGjuzGqnYt5O3btx2OWa1WampqsFqtnD9/nqKiIlJSUn7Q8ZhMJn7yk5/QpUsXu/YbN27w+uuvc/ToUfr06cPSpUtp3bp1nde4cOECkyZNori4mMGDBzNv3jyaN2/+g467sWt6++NFRETkvujcuTN+fn7s3LnT4Zd1tm3bhsViISQkBKPRSKtWrex2jv8QvvoJoq96++23OXr0KM899xwrV66sN1jevn2bN954g+LiYkaOHMlbb73V5IMlaOZSREREGoiLiwuzZs1i+vTpxMXFMXLkSNq2bUteXh5ZWVl06tSJ8ePHM3/+fIKCgnBz++FiitlspqCggHHjxtm15+Xl8cknn9C8eXP69u3Lzp07Hc719/enR48e7Ny5k6NHj+Lh4UH37t35r//6L4faxx9/nK5du/5Qt9EoKVyKiIhIgwkJCWHt2rWsXbuWjRs3UllZia+vL6+++irx8fG0bNmSnJwckpKSftBx7N+/H1dXV4KCguzaa9d83rp1i6VLl9Z57osvvkiPHj1stVeuXCEtLa3O2tdee63JhctmZrPZer8HISIi0lRUVFTY/QqNyHfRmP+OtOZSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREQaVHFxMampqQwaNIjQ0FBGjx7Nhg0bqKmpcajNzc0lODiYc+fOORy7evUqQ4cO5YMPPqizn7KyMhYsWMALL7xA3759eeGFF3jrrbeoqKios/6LL74gODiYgwcPAlBVVcXq1asZNWoU/fr1IyIigqSkJPLz8x3ONZvNpKen8/LLL9OvXz8GDx5MamoqZ86cuYcn83Bwu98DEBERkaajtLSU+Ph4LBYLr7zyCu3bt2f37t0sX76c4uJi3njjDbt6k8lEhw4d8Pf3t2uvqqoiOTmZ8vLyOvu5dOkS8fHxXL16lREjRtCxY0dOnTrF1q1byc7O5qOPPsLb29vuHKPRyKOPPkrPnj2xWq2kpKSQnZ1NREQEMTExXLp0iU2bNpGQkMCKFSsIDg4GwGKxMGnSJIqKihg6dChPPfUUpaWlbNq0if3795ORkUGXLl2c+BQbN4VLERERaTDr16/nypUrvP322wwaNAiAqKgoEhMT2bx5M9HR0XTs2NFWbzQa6devn901Tp06xZtvvsmpU6fq7ef999/nyy+/ZOXKlfTt29fWHhISQnJyMn/4wx/49a9/bXeOyWQiKCiI5s2b8/HHH5Odnc24ceNITEy01QwbNoyYmBiWLVvGxo0bAdiwYQOnTp0iNTWVESNG2GojIyMZP3487733HsuXL7/3h/WAUrgUERFpRD74e9r9HkK9El6c+72vUVJSAkD//v3t2sPCwsjJyeHEiRO2cFlRUcHJkyd5/fXXbXUfffQRa9asoVWrVrz66qv86U9/qrOf7Oxs/P397YIlwIABA2jdujWHDx+2a7916xY5OTlMmzYNgAMHDgAwatQou7p27drRu3dv/vnPf2I2m/H09CQ7O5vmzZszbNgwu9rAwEA6d+7s0NfDTuFSRESkETlbUf9s3MOgY8eOZGdnc/r0abp162Zrrw2dPj4+tjaj0Yi7uzu9evWytR0/fpyhQ4cyYcIEiouL6w2Xa9asobKy0qH9xo0b3LhxAxcX+20nubm5VFZW2sLo1KlTiYqKwtfX1+EaFy9eBLBd46233uLixYu4urra1VmtVi5duuTQ18NO4VJEREQaTFxcHPv37yctLY3k5GT8/f3Zu3cvmzdvJigoiJ49e9pqTSYTffr0oUWLFra2BQsW2P5dXFxcbz/t2rWrs33Dhg3cvn2bPn362LUbjUYef/xx23menp54eno6nH/06FHy8/Pp2rUrHh4eAHh7ezus3wT4+OOP+fLLLxkwYEC943wYKVyKiIhIg/H29mbixIksXLiQyZMn29p79OhBeno6zZo1A6C6upqDBw8yZcoUu/O/GjTv1cGDB1m7di2tWrVi7NixdsdMJhNhYWF3Pb+8vJy5c+8sDUhISLhr7alTp0hPT8fV1ZX4+PjvPOYHUdOapxUREZH7at26daSmpuLl5cXMmTNZsmQJMTExFBQUkJiYyNWrVwE4cuQI169fd9jM813t37+fGTNmUFNTw4IFC+xmNs+dO0dxcfFd+yotLWXSpEmUlZURGxt71yB6/Phx273MmDGDJ5980in38KDQzKWIiEgj8jOfh/eTNdeuXSMjIwMfHx8yMzNtr5UHDhxIYGAg8+bNIzMzE4PBgMlkolOnTvj5+X3vfrdv387ixYtp1qwZCxcudHhNbTKZaN26NT169Kjz/IKCAmbMmMGFCxcYO3YsBoOh3r6MRiNvvvkmlZWVzJgxg6ioqO89/geNwqWIiEgj4owd2Y1VSUkJFouF8PBwW7CsNWTIEBYvXmzbpW00GgkNDf3efa5evZrMzExat27NkiVLCAoKcqgxmUwEBwfj5uYYi/bs2cOcOXOwWCwYDAZiY2Pr7WvTpk288847uLi4kJaWxpAhQ773+B9Eei0uIiIiDaJ2veTt27cdjlmtVmpqarBarZw/f56ioqLv/Ur83XffJTMzk5/85Cd8+OGHdQZLi8XCoUOH6gyyu3bt4o033qCmpoZFixbdNVhu2LCBJUuW0KpVK37729822WAJCpciIiLSQDp37oyfnx87d+50+GWdbdu2YbFYCAkJwWg00qpVK7ud4/dqy5Yt/Od//ic//elP7/oLOYcPH8ZisTh8D7OwsJB58+bh5ubGypUriYiIqLevffv2sWLFCtq0acOaNWvo3bv3dx73w0CvxUVERKRBuLi4MGvWLKZPn05cXBwjR46kbdu25OXlkZWVRadOnRg/fjzz588nKCioztfU38aNGzf43e9+B0B4eDiHDh1yqHF3dyc8PByj0UhAQIDDp4RWrVqFxWIhNDSU8vJysrKyHK4RHh6Ou7s77777Llarleeee44TJ05w4sQJh9rnn3/+O93Lg0jhUkRERBpMSEgIa9euZe3atWzcuJHKykp8fX159dVXiY+Pp2XLluTk5JCUlPSd+/jss8+4cuUKAP/xH/9RZ42fnx/h4eHs27ePyMhIu2PV1dW2X9UxGo0YjcY6r7F161YuX75s+97mjh072LFjR521TSlcNjObzdb7PQgREZGmoqKiwu5XaES+i8b8d6Q1lyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiItKgiouLSU1NZdCgQYSGhjJ69Gg2bNhATU2NQ21ubi7BwcGcO3fO4djVq1cZOnQoH3zwQZ39XLx4kcWLF/Pyyy/z3HPP8eqrr7Jp0yasVmud9V988QXBwcEcPHgQgKqqKlavXs2oUaPo168fERERJCUlkZ+f73Cu2WwmPT2dl19+mX79+jF48GBSU1M5c+bMPTyZh4Pb/R6AiIiINB2lpaXEx8djsVh45ZVXaN++Pbt372b58uUUFxfzxhtv2NWbTCY6dOiAv7+/XXtVVRXJycmUl5fX2c+1a9eYMGEC58+fJyoqip/+9Kfs27ePJUuWcOrUKX796187nGM0Gnn00Ufp2bMnVquVlJQUsrOziYiIICYmhkuXLrFp0yYSEhJYsWIFwcHBAFgsFiZNmkRRURFDhw7lqaeeorS0lE2bNrF//34yMjLo0qWLk55g46dwKSIiIg1m/fr1XLlyhbfffptBgwYBEBUVRWJiIps3byY6OpqOHTva6o1GI/369bO7xqlTp3jzzTc5depUvf386U9/ori42K6fUaNGMWPGDDZt2kR0dDQdOnSwO8dkMhEUFETz5s35+OOPyc7OZty4cSQmJtpqhg0bRkxMDMuWLWPjxo0AbNiwgVOnTpGamsqIESNstZGRkYwfP5733nuP5cuXf7cH9gDSa3ERERFpMCUlJQD079/frj0sLAyAEydO2NoqKio4efIkoaGhtraPPvqI2NhYKioqePXVV+vt5+bNmzz11FNERETYtYeEhGC1Wjl+/Lhd+61bt8jJybH1deDAAeBOIP2qdu3a0bt3b4qKijCbzQBkZ2fTvHlzhg0bZlcbGBhI586dOXz4cL3jfBhp5lJERKQR2bZt2/0eQr1efvnl732Njh07kp2dzenTp+nWrZutvTZ0+vj42NqMRiPu7u706tXL1nb8+HGGDh3KhAkTKC4u5k9/+lOd/UyZMqXO9tpQ2b59e7v23NxcKisr6du3LwBTp04lKioKX19fh2tcvHgRABeXO3N0b731FhcvXsTV1dWuzmq1cunSJVtdU6FwKSIi0ojUt4bwYREXF8f+/ftJS0sjOTkZf39/9u7dy+bNmwkKCqJnz562WpPJRJ8+fWjRooWtbcGCBbZ/FxcXf6s+b9y4wblz5/jHP/7B3/72N8LCwuyCLdwJso8//jjt2rUDwNPTE09PT4drHT16lPz8fLp27YqHhwcA3t7eeHt7O9R+/PHHfPnllwwYMOBbjfNhoXApIiIiDcbb25uJEyeycOFCJk+ebGvv0aMH6enpNGvWDIDq6moOHjzoMAP51aD5bb3//vts2LABgJ/97GdMmzbNocZkMtlezdenvLycuXPnApCQkHDX2lOnTpGeno6rqyvx8fH3POYHWdOapxUREZH7at26daSmpuLl5cXMmTNZsmQJMTExFBQUkJiYyNWrVwE4cuQI169fd9jM813079+fd955h8mTJ3P58mViY2MpKCiwHT937hzFxcV37au0tJRJkyZRVlZGbGzsXYPo8ePHbfcyY8YMnnzyye99Dw8SzVyKiIhIg7h27RoZGRn4+PiQmZlpe608cOBAAgMDmTdvHpmZmRgMBkwmE506dcLPz+979xsUFATAgAED+PnPf864ceP47W9/y+rVq4E7s5atW7emR48edZ5fUFDAjBkzuHDhAmPHjsVgMNTbl9Fo5M0336SyspIZM2YQFRX1vcf/oFG4FBERaUTq2kDysCgpKcFisRAeHm4LlrWGDBnC4sWLbbu0jUaj3S5xZ3niiSfo1KkTn332ma3NZDIRHByMm5tjLNqzZw9z5szBYrFgMBiIjY2t99qbNm3inXfewcXFhbS0NIYMGeL08T8IFC5FREQaEWfsyG6satdL3r592+GY1WqlpqYGq9XK+fPnKSoqIiUl5Tv1Y7Va+fd//3datGjBH/7wB4fj169fp2XLlsCdD6AfOnSozr527drF7NmzcXV1ZdGiRQ6fNfqqDRs2sHz5cjw8PFi6dCm9e/f+TmN/GGjNpYiIiDSIzp074+fnx86dOx12xW/btg2LxUJISAhGo5FWrVrZ7Ry/F82aNcPHx4f8/Hz2799vd+y//uu/KCsrIzw8HIDDhw9jsVhsnyCqVVhYyLx583Bzc2PlypV3DZb79u1jxYoVtGnThjVr1jTpYAmauRQREZEG4uLiwqxZs5g+fTpxcXGMHDmStm3bkpeXR1ZWFp06dWL8+PHMnz+foKCgOl9Tf1vTpk3jf//3f5k5cyajRo3ipz/9Kf/617/4+9//zmOPPcakSZOAO6/fAwICHD4ltGrVKiwWC6GhoZSXl5OVleXQR3h4OO7u7rz77rtYrVaee+45Tpw4Yfch+FrPP//8d76XB43CpYiIiDSYkJAQ1q5dy9q1a9m4cSOVlZX4+vry6quvEh8fT8uWLcnJySEpKel79fPYY4+xbt063n//fXbs2MHVq1dp164dr776Kr/85S9p3fr/Y+/e46K+7n3/v+SiRQla5VIksYCXeknZSgR3JCpuMNZHlUbFRJQepHSjoJIYNBFvJJhkG1FBo402WOLuthx3DkZPbandHqtn+x0ZJaj5WRovSMdGVDBAvBCnKvP7Iw/mdDpg1UyQyPv5Tx6u71rf9Rkyf7wf6/tda7yBL1cdY2NjHcbevn3b/qs6hmFgGEaLc+zatYvPP//cft7mnj172LNnT4t9O1K47NTQ0GB72EWIiIh0FLW1tQ6/QiPyINrz90jvXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiISJuyWCxkZWUxbtw4oqKieP755ykqKqKpqcmp77Fjx4iMjOTChQtO165du8bEiRP5+c9/fk/zLlu2jMjISKqrq1u8fvnyZSIjIzl69CgAN2/e5N1332Xq1KmMHDmSmJgYFixYwMmTJ53GNjQ0kJuby49+9CNGjhzJs88+S1ZWFn/+85/vqbZHicfDLkBEREQ6jurqalJSUrBarUybNo3evXtz4MAB8vLysFgsLF682KG/yWSiT58+BAUFObTfvHmThQsXUlNTc0/z/va3v+X3v//9XfsYhkHXrl0ZOnQoNpuNRYsWYTabiYmJISEhgfr6eoqLi0lNTSU/P5/IyEgArFYraWlpVFVVMXHiRAYPHkx1dTXFxcWUlpZSUFBA37597+Ov9M2mcCkiIiJtZvv27Vy9epU333yTcePGARAfH096ejo7d+5k+vTpBAcH2/sbhsHIkSMd7lFZWcmyZcuorKy8pzmrq6vJzc2lc+fO/PWvf221n8lkIiIiAk9PT/bu3YvZbGbWrFmkp6fb+8TFxZGQkMDatWvZsWMHAEVFRVRWVpKVlcXkyZPtfWNjY0lOTmbjxo3k5eXdU62PAj0WFxERkTZz/vx5AJ555hmH9jFjxgBw+vRpe1ttbS1nz54lKirK3vb++++TmJhIbW0tM2bM+Ifz3blzh+zsbB5//HHGjh3bar9bt25RVlZmn+vIkSMATJ061aFfQEAA4eHhVFVV0dDQAIDZbMbT05O4uDiHvgMHDiQ0NJTy8vJ/WOejRCuXIiIi7ciO57Y/7BJa9cKumV/5HsHBwZjNZs6dO8eQIUPs7c2h08/Pz95mGAZeXl4MGzbM3nbq1CkmTpzI7NmzsVgs/OpXv7rrfO+//z6ffPIJ27Zt45e//GWr/Y4dO0ZjYyNPP/00APPnzyc+Ph5/f3+nvnV1dQC4uX25Rrdy5Urq6upwd3d36Gez2aivr7f36ygULkVERNqRS8cuPuwSvlZJSUmUlpaSk5PDwoULCQoK4tChQ+zcuZOIiAiGDh1q72symRg+fDidO3e2t73++uv2f1sslrvOdfLkSQoKCnjppZcIDQ29a1/DMOjXrx8BAQEA9OjRgx49ejj1O3HiBCdPnqR///74+PgA4Ovri6+vr1PfvXv3cuXKFUaPHn3XuR81CpciIiLSZnx9fZkzZw5vvPEGc+fOtbeHhYWRm5tLp06dALh9+zZHjx5l3rx5DuP/NmjeTWNjI9nZ2Tz11FM8//zz/7C/yWSyP5pvTU1NDStWrAAgNTX1rn0rKyvJzc3F3d2dlJSUe6r5UaFwKSIiIm1m27ZtbNq0iSeeeIJ58+bRs2dPjh8/zgcffEB6ejrvvPMOjz32GMePH+fGjRtOm3nu1dq1a/n8889599137YG1NRcuXMBisdx1rurqaubPn8/FixdJTEy8axA9deoUGRkZXLt2jVdeeYVBgwY90Gf4plK4FBERkTZx/fp1CgoK8PPzo7Cw0P5YeezYsQwcOJDs7GwKCwvJyMjAZDIREhJCYGDgfc/zhz/8gV//+te88sordO7c2b7x5tatW8CX52M2NDTYH3ubTCa8vb0JCwtr8X4VFRVkZmby2WefMXPmTDIyMlqd2zAMli1bRmNjI5mZmcTHx993/d90CpciIiLtyHeG3X+Y+qY4f/48VquV6Ohoe7BsNn78eFatWmXfpW0YhsMu8fvxf//v/wVg9erVrF692un6j3/8Y+D/7Qg3mUxERkbi4eEciw4ePMjy5cuxWq1kZGSQmJjY6rzFxcWsWbMGNzc3cnJyGD9+/APV/02ncCkiItKOuGJHdnvV/L7knTt3nK7ZbDaampqw2WxcunSJqqoqFi1a9EDz/PjHP2bChAlO7b/85S8xm83k5OTQs2dP4MsD0D/66KMW59q/fz9Lly7F3d2dt956i5iYmFbnLCoqIi8vDx8fH1avXk14ePgD1f4oULgUERGRNhEaGkpgYCD79u3jJz/5icMxP7t378ZqtTJixAgMw6Bbt24OO8fvd56WdoeXlJQAX24e6t27NwDl5eVYrVb7EUTNzpw5Q3Z2Nh4eHuTn5/PUU0+1Ot/hw4fJz8+ne/fubN68uUP9Gk9LFC5FRESkTbi5ubFkyRJefvllkpKSmDJlCr169eLjjz+mpKSEkJAQkpOTee2114iIiGjxMbWrGYbBgAEDnI4S2rBhA1arlaioKGpqauzB9G9FR0fj5eXFunXrsNlsjBo1itOnTzscBN+spZXUR5XCpYiIiLSZESNGsHXrVrZu3cqOHTtobGzE39+fGTNmkJKSQpcuXSgrK2PBggVtUs/hw4eJjY11aLt9+7b9V3UMw8AwjBbH7tq1i88//9x+3uaePXvYs2dPi307Urjs1NDQYHvYRYiIiHQUtbW1Dr9CI/Ig2vP3qGP9HpGIiIiIfK0ULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGU8HnYBIiIi0rFYLBY2b95MWVkZjY2NBAUFMXnyZF544QXc3BzXvY4dO8bs2bP58MMPCQoKcrh27do1EhISiIuLIzU11WmerVu3smXLlhZr+OlPf+o05vLly0yaNIlNmzYRERHBzZs3KSwsZN++fVy8eBEvLy/CwsJISUnhySefdBjb0NDAe++9x6FDh6itrcXb25unnnqK2bNnExwc/AB/pW8uhUsRERFpM9XV1aSkpGC1Wpk2bRq9e/fmwIED5OXlYbFYWLx4sUN/k8lEnz59nILlzZs3WbhwITU1Na3OdfbsWby8vJzuCdCvXz+nNsMw6Nq1K0OHDsVms7Fo0SLMZjMxMTEkJCRQX19PcXExqamp5OfnExkZCYDVaiUtLY2qqiomTpzI4MGDqa6upri4mNLSUgoKCujbt++D/Lm+kRQuRUREpM1s376dq1ev8uabbzJu3DgA4uPjSU9PZ+fOnUyfPt1hpc8wDEaOHOlwj8rKSpYtW0ZlZeVd5zpz5gyhoaFMmDDhnmozmUxERETg6enJ3r17MZvNzJo1i/T0dHufuLg4EhISWLt2LTt27ACgqKiIyspKsrKymDx5sr1vbGwsycnJbNy4kby8vHuq4VGgdy5FRESkzZw/fx6AZ555xqF9zJgxAJw+fdreVltby9mzZ4mKirK3vf/++yQmJlJbW8uMGTNanefmzZt8+umnhIaG3lNdt27doqyszD7XkSNHAJg6dapDv4CAAMLDw6mqqqKhoQEAs9mMp6cncXFxDn0HDhxIaGgo5eXl91TDo0IrlyIiIu3IuD2tP+Z92P5rov9XvkdwcDBms5lz584xZMgQe3tz6PTz87O3GYaBl5cXw4YNs7edOnWKiRMnMnv2bCwWC7/61a9anKeyspKmpib742ir1Yq7uzseHi1Hn2PHjtHY2MjTTz8NwPz584mPj8ff3/kz19XVAdjfD125ciV1dXW4u7s79LPZbNTX1zu9R/qoU7gUERFpR47W3nrYJXytkpKSKC0tJScnh4ULFxIUFMShQ4fYuXMnERERDB061N7XZDIxfPhwOnfubG97/fXX7f+2WCytznPmzBngyzD6/PPPY7FYcHNzY+jQobz00kt873vfc+hvGAb9+vUjICAAgB49etCjRw+n+544cYKTJ0/Sv39/fHx8APD19cXX19ep7969e7ly5QqjR4++tz/OI0LhUkRERNqMr68vc+bM4Y033mDu3Ln29rCwMHJzc+nUqRMAt2/f5ujRo8ybN89h/N8GzbtpDpfHjx9nxowZBAYGcvr0abZv386//uu/snnzZgYPHmzvbzKZ7I/mW1NTU8OKFSsAWtyd/rcqKyvJzc3F3d2dlJSUe6r5UaFwKSIiIm1m27ZtbNq0iSeeeIJ58+bRs2dPjh8/zgcffEB6ejrvvPMOjz32GMePH+fGjRtOm3nu1T//8z/TrVs3ZsyYYV+BHD16NCNHjiQlJYV169ZRUFAAwIULF7BYLHedq7q6mvnz53Px4kUSExPvGkRPnTpFRkYG165d45VXXmHQoEEP9Bm+qRQuRUREpE1cv36dgoIC/Pz8KCwstD9WHjt2LAMHDiQ7O5vCwkIyMjIwmUyEhIQQGBj4QHONGjWKUaNGObUPHjyY73//+5w4cYIbN27QrVs3TCYT3t7ehIWFtXiviooKMjMz+eyzz5g5cyYZGRmtzmsYBsuWLaOxsZHMzEzi4+MfqP5vMoVLERGRdiTCz/Nhl/C1OX/+PFarlejoaHuwbDZ+/HhWrVpl36VtGIbDLnFX6tmzJzabjS+++MIeLiMjI1vc7HPw4EGWL1+O1WolIyODxMTEVu9bXFzMmjVrcHNzIycnh/Hjx38t9bd3CpciIiLtiCt2ZLdXze9L3rlzx+mazWajqakJm83GpUuXqKqqYtGiRQ80j81mIzk5Gfjy6KK/V1VVRbdu3fj2t7+N1Wrlo48+anGu/fv3s3TpUtzd3XnrrbeIiYlpdc6ioiLy8vLw8fFh9erVhIeHP1Dtj4KOtTdeREREHprQ0FACAwPZt2+f0y/r7N69G6vVyogRIzAMg27dujnsHL8fnTp1onv37lRUVHDw4EGHa7/5zW+oqqpiwoQJuLu7U15ejtVqtR9B1OzMmTNkZ2fj4eHB+vXr7xosDx8+TH5+Pt27d2fLli0dOliCVi5FRESkjbi5ubFkyRJefvllkpKSmDJlCr169eLjjz+mpKSEkJAQkpOTee2114iIiGj1TMp78eKLL3Ly5EmWLVvG5MmTCQ4O5o9//CO/+c1vCA0NJS0tDfjy8fuAAQOcjhLasGEDVquVqKgoampqKCkpcZojOjoaLy8v1q1bh81mY9SoUZw+fdrhIPhm9/orQY8ChUsRERFpMyNGjGDr1q1s3bqVHTt20NjYiL+/PzNmzCAlJYUuXbpQVlbGggULvtI8oaGhbNu2jS1btrB3716uXbuGn58fM2bMIDk5mcceewz4ctUxNjbWYezt27ftv6pjGAaGYbQ4x65du/j888/t523u2bOHPXv2tNi3I4XLTg0NDbaHXYSIiEhHUVtb6/ArNCIPoj1/j/TOpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiLQpi8VCVlYW48aNIyoqiueff56ioiKampqc+h47dozIyEguXLjgdO3atWtMnDiRn//8563O9bvf/Y6f/OQnjB49mh/84Ae88sorWCyWFvtevnyZyMhIjh49CsDNmzd59913mTp1KiNHjiQmJoYFCxZw8uRJp7ENDQ3k5ubyox/9iJEjR/Lss8+SlZXFn//853v8qzw6FC5FRESkzVRXV5OSksKhQ4eYNGkSCxYswN/fn7y8PFavXu3U32Qy0adPH4KCghzab968ycKFC6mpqWl1ri1btrBixQo8PT3JyMjgueee4+jRo6SkpFBdXe3U3zAMunbtytChQ7HZbCxatIjCwkIGDBjAyy+/zPTp0/nTn/5EamoqR44csY+zWq2kpaVRXFxMREQECxcuJC4ujtLSUpKTk6msrPwKf7FvHo+HXYCIiIh0HNu3b+fq1au8+eabjBs3DoD4+HjS09PZuXMn06dPJzg42N7fMAxGjhzpcI/KykqWLVt219D2ySefUFhYyKhRo1i9ejXu7u4AREZGMmfOHLZt20ZWVpbDGJPJREREBJ6enuzduxez2cysWbNIT0+394mLiyMhIYG1a9eyY8cOAIqKiqisrCQrK4vJkyfb+8bGxpKcnMzGjRvJy8t7sD/YN5BWLkVERKTNnD9/HoBnnnnGoX3MmDEAnD592t5WW1vL2bNniYqKsre9//77JCYmUltby4wZM1qd58MPP6SpqYnMzEx7sAQIDw8nNTWVIUOGOPS/desWZWVl9rmaVyanTp3q0C8gIIDw8HCqqqpoaGgAwGw24+npSVxcnEPfgQMHEhoaSnl5eet/kEeQVi5FRETaEa+c9H/c6SH5YsXPvvI9goODMZvNnDt3ziHgNYdOPz8/e5thGHh5eTFs2DB726lTp5g4cSKzZ8/GYrHwq1/9qsV5ysrK6Nu3L7179wa+DI9NTU106dKFn/70p079jx07RmNjI08//TQA8+fPJz4+Hn9/f6e+dXV1ALi5fblGt3LlSurq6hxCLIDNZqO+vt7er6NQuBQREWlH3CsrHnYJX6ukpCRKS0vJyclh4cKFBAUFcejQIXbu3ElERARDhw619zWZTAwfPpzOnTvb215//XX7v1vbmHPr1i0uXLhAVFQU5eXlbNy4kT/+8Y8APPnkk7z00kt8//vfdxhjGAb9+vUjICAAgB49etCjRw+ne584cYKTJ0/Sv39/fHx8APD19cXX19ep7969e7ly5QqjR4++9z/QI6BjRWkRERF5qHx9fZkzZw41NTXMnTuX5557jjVr1jBkyBByc3Pp1KkTALdv3+bo0aNO71v+bdBszfXr12lqauLPf/4zGRkZDBo0iFWrVjF//nwsFgtpaWn2sNnMZDI5zfX3ampqWLFiBQCpqal37VtZWUlubi7u7u6kpKT8w5ofJVq5FBERkTazbds2Nm3axBNPPMG8efPo2bMnx48f54MPPiA9PZ133nmHxx57jOPHj3Pjxo1/GPha8te//hWAv/zlL7z44ovMnDnTfi0iIoJZs2aRn5/Pe++9B8CFCxewWCx3nau6upr58+dz8eJFEhMT7e+ItuTUqVNkZGRw7do1XnnlFQYNGnTfn+GbTOFSRERE2sT169cpKCjAz8+PwsJC+2PlsWPHMnDgQLKzsyksLCQjIwOTyURISAiBgYH3PY+XlxcA7u7uxMfHO1z73ve+x/e//31OnDjBF198gZeXFyaTCW9vb8LCwlq8X0VFBZmZmXz22WfMnDmTjIyMVuc2DINly5bR2NhIZmam0/wdgcKliIhIO3Kn7+CHXcLX5vz581itVqKjo+3Bstn48eNZtWqVfZe2YRgOu8Tvx2OPPUa3bt3w8PCgS5cuTtd79eqFzWbjxo0b9nAZGRmJh4dzLDp48CDLly/HarWSkZFBYmJiq/MWFxezZs0a3NzcyMnJYfz48Q9U/zedwqWIiEg74ood2e1V8/uSd+7ccbpms9loamrCZrNx6dIlqqqqWLRo0QPN06lTJwYPHkxZWRk1NTVOO74//fRTvLy86NmzJ1arlY8++qjFufbv38/SpUtxd3fnrbfeIiYmptU5i4qKyMvLw8fHh9WrVxMeHv5AtT8KtKFHRERE2kRoaCiBgYHs27fP6Zd1du/ejdVqZcSIERiGQbdu3Rx2jt+vSZMmYbPZ2LJli0P74cOHOXXqFDExMbi5uVFeXo7VarUfQdTszJkzZGdn4+Hhwfr16+8aLA8fPkx+fj7du3dny5YtHTpYglYuRUREpI24ubmxZMkSXn75ZZKSkpgyZQq9evXi448/pqSkhJCQEJKTk3nttdeIiIho8TH1vfrBD37AgQMH+PWvf81nn33G6NGj+fTTT/nggw/w8/Oz/+qOYRgMGDDA6SihDRs2YLVaiYqKoqamhpKSEqc5oqOj8fLyYt26ddhsNkaNGsXp06cdDoJvNmHChAf+LN80CpciIiLSZkaMGMHWrVvZunUrO3bsoLGxEX9/f2bMmEFKSgpdunShrKyMBQsWfOW53nzzTf7zP/+T3bt3s27dOry9vRk3bhxpaWn2MHn48GFiY2Mdxt2+fdv+qzqGYWAYRov337VrF59//rn9vM09e/awZ8+eFvt2pHDZqaGhwfawixAREekoamtrHX6FRuRBtOfvkd65FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGX8XjYBYiIiEjHYrFY2Lx5M2VlZTQ2NhIUFMTkyZN54YUXcHNzXPc6duwYs2fP5sMPPyQoKMjh2rVr10hISCAuLo7U1FSHa5GRkf+wjiNHjjj8+/Lly0yaNIlNmzYRERHBzZs3KSwsZN++fVy8eBEvLy/CwsJISUnhySefdBjb0NDAe++9x6FDh6itrcXb25unnnqK2bNnExwcfB9/nW8+hUsRERFpM9XV1aSkpGC1Wpk2bRq9e/fmwIED5OXlYbFYWLx4sUN/k8lEnz59nILlzZs3WbhwITU1NS3O8/rrr7fYXlpaSklJCWPHjnW6ZhgGXbt2ZejQodhsNhYtWoTZbCYmJoaEhATq6+spLi4mNTWV/Px8e4C1Wq2kpaVRVVXFxIkTGTx4MNXV1RQXF1NaWkpBQQF9+/Z9kD/XN5LCpYiIiLSZ7du3c/XqVd58803GjRsHQHx8POnp6ezcuZPp06c7rPQZhsHIkSMd7lFZWcmyZcuorKxsdZ4JEyY4tV2+fJl169bRp08fVqxY4XTdZDIRERGBp6cne/fuxWw2M2vWLNLT0+194uLiSEhIYO3atezYsQOAoqIiKisrycrKYvLkyfa+sbGxJCcns3HjRvLy8u7tD/QI0DuXIiIi0mbOnz8PwDPPPOPQPmbMGABOnz5tb6utreXs2bNERUXZ295//30SExOpra1lxowZ9zX36tWr+fzzz1myZAndunVzuHbr1i3KysrsczU/Mp86dapDv4CAAMLDw6mqqqKhoQEAs9mMp6cncXFxDn0HDhxIaGgo5eXl91XnN51WLkVERNqRL8peetgltMpreP5XvkdwcDBms5lz584xZMgQe3tz6PTz87O3GYaBl5cXw4YNs7edOnWKiRMnMnuea6GSAAEAAElEQVT2bCwWC7/61a/uad4jR47w3//930yYMIHw8HCn68eOHaOxsZGnn34agPnz5xMfH4+/v79T37q6OgD7+6ErV66krq4Od3d3h342m436+nqn90gfdQqXIiIi7UjT1U8edglfq6SkJEpLS8nJyWHhwoUEBQVx6NAhdu7cSUREBEOHDrX3NZlMDB8+nM6dO9vbXn/9dfu/LRbLPc/7s5/9DA8PD9LS0lq8bhgG/fr1IyAgAIAePXrQo0cPp34nTpzg5MmT9O/fHx8fHwB8fX3x9fV16rt3716uXLnC6NGj77nOR4HCpYiIiLQZX19f5syZwxtvvMHcuXPt7WFhYeTm5tKpUycAbt++zdGjR5k3b57D+L8NmvfqxIkTVFRUMGnSJL7zne+02MdkMtkfzbempqbG/q7m3+9O/3uVlZXk5ubi7u5OSkrKfdf8Tdax1mlFRETkodq2bRtZWVn07NmTV199lbfffpuEhAQqKipIT0/n2rVrABw/fpwbN244beZ5EB988AEAiYmJLV6/cOECFovlrnNVV1eTlpbGxYsXSUxMvGsQPXXqlP2zZGZmMmjQoK/2Ab5htHIpIiIibeL69esUFBTg5+dHYWGh/bHy2LFjGThwINnZ2RQWFpKRkYHJZCIkJITAwMCvNOetW7cwDINBgwYREhLSYh+TyYS3tzdhYWEtXq+oqCAzM5PPPvuMmTNnkpGR0ep8hmGwbNkyGhsbyczMJD4+/ivV/02kcCkiItKOuPkMfNglfG3Onz+P1WolOjraHiybjR8/nlWrVtl3aRuG4bBL/EGVlZVx48YNnn322Vb7mEwmIiMj8fBwjkUHDx5k+fLlWK1WMjIyWl39BCguLmbNmjW4ubmRk5PD+PHjv3L930QKlyIiIu2IK3Zkt1fN70veuXPH6ZrNZqOpqQmbzcalS5eoqqpi0aJFX3nOY8eOAfDP//zPLV63Wq189NFHLc61f/9+li5diru7O2+99RYxMTGtzlNUVEReXh4+Pj6sXr26xR3pHYXeuRQREZE2ERoaSmBgIPv27XP6ZZ3du3djtVoZMWIEhmHQrVs3h53jD+pPf/oTXl5erT4SLy8vx2q12o8ganbmzBmys7Px8PBg/fr1dw2Whw8fJj8/n+7du7Nly5YOHSxBK5ciIiLSRtzc3FiyZAkvv/wySUlJTJkyhV69evHxxx9TUlJCSEgIycnJvPbaa0RERLT4mPp+WSwWAgICWj1r0jAMBgwY4HSU0IYNG7BarURFRVFTU0NJSYnT2OjoaLy8vFi3bh02m41Ro0Zx+vRph4Pgm7X0i0GPKoVLERERaTMjRoxg69atbN26lR07dtDY2Ii/vz8zZswgJSWFLl26UFZWxoIFC1wyX319Pf3792/1+uHDh4mNjXVou337tv1XdQzDwDCMFsfu2rWLzz//3H7e5p49e9izZ0+LfTtSuOzU0NBge9hFiIiIdBS1tbUOv0Ij8iDa8/dI71yKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiEibslgsZGVlMW7cOKKionj++ecpKiqiqanJqe+xY8eIjIzkwoULTteuXbvGxIkT+fnPf97iPFeuXGHlypVMmDCBkSNH8txzz7F582b++te/ttj/8uXLREZGcvToUQBu3rzJu+++y9SpUxk5ciQxMTEsWLCAkydPOo1taGggNzeXH/3oR4wcOZJnn32WrKws/vznP9/HX+bR4PGwCxAREZGOo7q6mpSUFKxWK9OmTaN3794cOHCAvLw8LBYLixcvduhvMpno06cPQUFBDu03b95k4cKF1NTUtDjP9evX+elPf8rly5eJi4tjwIABlJWV8Ytf/II//elPrF+/3mmMYRh07dqVoUOHYrPZWLRoEWazmZiYGBISEqivr6e4uJjU1FTy8/OJjIwEwGq1kpaWRlVVFRMnTmTw4MFUV1dTXFxMaWkpBQUF9O3b10V/wfZP4VJERETazPbt27l69Spvvvkm48aNAyA+Pp709HR27tzJ9OnTCQ4Otvc3DIORI0c63KOyspJly5ZRWVnZ6jy7d++murqauXPnkpSUBMDUqVNZuXIlv/71rzl8+DBPP/20wxiTyURERASenp7s3bsXs9nMrFmzSE9Pt/eJi4sjISGBtWvXsmPHDgCKioqorKwkKyuLyZMn2/vGxsaSnJzMxo0bycvLe7A/2DeQHouLiIhImzl//jwAzzzzjEP7mDFjADh9+rS9rba2lrNnzxIVFWVve//990lMTKS2tpYZM2bc9zzR0dFO8wDcunWLsrIy+1xHjhwBvgykfysgIIDw8HCqqqpoaGgAwGw24+npSVxcnEPfgQMHEhoaSnl5eat1Poq0cikiItKO/Pw3OQ+7hFal/nDFV75HcHAwZrOZc+fOMWTIEHt7cxj08/OztxmGgZeXF8OGDbO3nTp1iokTJzJ79mwsFgu/+tWvWpznu9/9LgDnzp1zeCRtsVic5oEv3+1sbGy0r2bOnz+f+Ph4/P39ne5dV1cHgJvbl2t0K1eupK6uDnd3d4d+NpuN+vp6e7+OQuFSRESkHflLbeuPeh8FSUlJlJaWkpOTw8KFCwkKCuLQoUPs3LmTiIgIhg4dau9rMpkYPnw4nTt3tre9/vrr9n83B8WWPPfcc+zfv5/8/Hy6dOlC//79OXHiBFu3bqVv3778y7/8i0N/wzDo168fAQEBAPTo0YMePXo43ffEiROcPHmS/v374+PjA4Cvry++vr5Offfu3cuVK1cYPXr0Pf99HgUKlyIiItJmfH19mTNnDm+88QZz5861t4eFhZGbm0unTp0AuH37NkePHmXevHkO4/82aN5N165dSUtLY/ny5SxcuNDe3qdPH9555x2+9a1vOfQ3mUz2R/OtqampYcWKL1dvU1NT79q3srKS3Nxc3N3dSUlJuaeaHxUda51WREREHqpt27aRlZVFz549efXVV3n77bdJSEigoqKC9PR0rl27BsDx48e5ceOG02aee/W73/2OuXPnYrPZePHFF8nNzeWnP/0ptbW1pKamcvnyZXvfCxcuYLFY7jpXdXU1aWlpXLx4kcTExLsG0VOnTtk/S2ZmJoMGDXqgz/BNpZVLERERaRPXr1+noKAAPz8/CgsL7Y+Vx44dy8CBA8nOzqawsJCMjAxMJhMhISEEBgY+0FwbN26kS5cuFBQU2I8xGjNmDMOHDyctLY28vDxWrVoFfLlq6e3tTVhYWIv3qqioIDMzk88++4yZM2eSkZHR6ryGYbBs2TIaGxvJzMwkPj7+ger/JlO4FBERaUee8Ht0z0M8f/48VquV6Ohoe7BsNn78eFatWmXfpW0YhsMu8fvR0NBATU0NUVFRTudjhoeH893vftd+UDp8GS4jIyPx8HCORQcPHmT58uVYrVYyMjJITExsdd7i4mLWrFmDm5sbOTk5jB8//oHq/6ZTuBQREWlHXLEju71qfl/yzp07TtdsNhtNTU3YbDYuXbpEVVUVixYteqB5PDw86NSpU4u/+NM8v81mA748AP2jjz5qca79+/ezdOlS3N3deeutt4iJiWl1zqKiIvLy8vDx8WH16tWEh4c/UO2PAr1zKSIiIm0iNDSUwMBA9u3b5/TLOrt378ZqtTJixAgMw6Bbt24OO8fvh7e3N//0T//E0aNHOXPmjMO1w4cP85e//IURI0YAUF5ejtVqdTpQ/cyZM2RnZ+Ph4cH69evvGiwPHz5Mfn4+3bt3Z8uWLR06WIJWLkVERKSNuLm5sWTJEl5++WWSkpKYMmUKvXr14uOPP6akpISQkBCSk5N57bXXiIiIaPEx9b165ZVXSE1NJTU1lalTp/L4449z5swZdu3aRa9evezvTRqGwYABA5yOEtqwYQNWq5WoqChqamooKSlxmiM6OhovLy/WrVuHzWZj1KhRnD592umAdoAJEyY88Gf5plG4FBERkTYzYsQItm7dytatW9mxYweNjY34+/szY8YMUlJS6NKlC2VlZSxYsOArzdOvXz/+/d//nffee489e/bw+eef06tXL374wx/yr//6r/ZD1A8fPkxsbKzD2Nu3b9t/VccwDAzDaHGOXbt28fnnn9vP29yzZw979uxpsW9HCpedGhoabA+7CBERkY6itrbW6ddhRO5Xe/4e6Z1LEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERFpUxaLhaysLMaNG0dUVBTPP/88RUVFNDU1OfU9duwYkZGRXLhwwenatWvXmDhxIj//+c9bnOfSpUtkZ2fz7LPPMmbMGGbNmkVJSUmrdV2+fJnIyEiOHj0KwM2bN3n33XeZOnUqI0eOJCYmhgULFnDy5EmnsQ0NDeTm5vKjH/2IkSNH8uyzz5KVlcWf//zne/yrPDo8HnYBIiIi0nFUV1eTkpKC1Wpl2rRp9O7dmwMHDpCXl4fFYmHx4sUO/U0mE3369CEoKMih/ebNmyxcuJCampoW57l48SLJycnU19fzwx/+kMGDB1NeXk52djaffPIJCxYscBpjGAZdu3Zl6NCh2Gw2Fi1ahNlsJiYmhoSEBOrr6ykuLiY1NZX8/HwiIyMBsFqtpKWlUVVVxcSJExk8eDDV1dUUFxdTWlpKQUEBffv2ddFfsP1TuBQREZE2s337dq5evcqbb77JuHHjAIiPjyc9PZ2dO3cyffp0goOD7f0Nw2DkyJEO96isrGTZsmVUVla2Os/69eupq6tj8eLFTJkyxT7Pd77zHf7jP/6DMWPGEB4e7jDGZDIRERGBp6cne/fuxWw2M2vWLNLT0+194uLiSEhIYO3atezYsQOAoqIiKisrycrKYvLkyfa+sbGxJCcns3HjRvLy8h7sD/YNpMfiIiIi0mbOnz8PwDPPPOPQPmbMGABOnz5tb6utreXs2bNERUXZ295//30SExOpra1lxowZLc5x69YtDMPgiSeecAh7AMnJyQB8+OGHTmPKysrscx05cgSAqVOnOvQLCAggPDycqqoqGhoaADCbzXh6ehIXF+fQd+DAgYSGhlJeXt7KX+PRpJVLERGRdmT37t0Pu4RW/ehHP/rK9wgODsZsNnPu3DmGDBlib28OnX5+fvY2wzDw8vJi2LBh9rZTp04xceJEZs+ejcVi4Ve/+pXTHA0NDVitVvr160enTp0crj322GN8+9vfpqKiwqH92LFjNDY28vTTTwMwf/584uPj8ff3d7p/XV0dAG5uX67RrVy5krq6Otzd3R362Ww26uvr7f06CoVLERGRdqS1dwgfFUlJSZSWlpKTk8PChQsJCgri0KFD7Ny5k4iICIYOHWrvazKZGD58OJ07d7a3vf766/Z/WyyWFufw8vIC4MaNG07X7ty5w7Vr17h586ZDu2EY9OvXj4CAAAB69OhBjx49nMafOHGCkydP0r9/f3x8fADw9fXF19fXqe/evXu5cuUKo0ePvstf5NGjcCkiIiJtxtfXlzlz5vDGG28wd+5ce3tYWBi5ubn2lcbbt29z9OhR5s2b5zD+b4Nma7y9venbty8nTpzg4sWLBAYG2q8dOHCA27dvO+1MN5lM9kfzrampqWHFihUApKam3rVvZWUlubm5uLu7k5KS8g9rfpR0rHVaEREReai2bdtGVlYWPXv25NVXX+Xtt98mISGBiooK0tPTuXbtGgDHjx/nxo0bTpt57lVqaipWq5UXX3yRw4cPU11dzW9/+1v+7d/+DR8fHzw8/t/62oULF7BYLHedq7q6mrS0NC5evEhiYuJdg+ipU6fsnyUzM5NBgwY90Gf4ptLKpYiIiLSJ69evU1BQgJ+fH4WFhfbHymPHjmXgwIFkZ2dTWFhIRkYGJpOJkJAQh1XH+zF27FiWL19Ofn4+L774IgDdu3fnxRdf5Pe//73DTnOTyYS3tzdhYWEt3quiooLMzEw+++wzZs6cSUZGRqvzGobBsmXLaGxsJDMzk/j4+Aeq/5tM4VJERKQdaWkDyaPi/PnzWK1WoqOj7cGy2fjx41m1apV9l7ZhGA67xB/EpEmTePbZZzlz5gxubm7069ePzp0789577/H444/b+5lMJiIjIx1WM5sdPHiQ5cuXY7VaycjIIDExsdX5iouLWbNmDW5ubuTk5DB+/PivVP83lcKliIhIO+KKHdntVfP7knfu3HG6ZrPZaGpqwmazcenSJaqqqli0aNEDz2UYBlevXmXChAk8+eST9vZz585x6dIlfvjDHwJfHoD+0UcftTjX/v37Wbp0Ke7u7rz11lvExMS0Ol9RURF5eXn4+PiwevVqpzM0OxK9cykiIiJtIjQ0lMDAQPbt2+e0K3737t1YrVZGjBiBYRh069bNYef4/fqv//ovXn/9dfsRR/DlWZYbNmygS5cu9vMry8vLsVqt9iOImp05c4bs7Gw8PDxYv379XYPl4cOHyc/Pp3v37mzZsqVDB0vQyqWIiIi0ETc3N5YsWcLLL79MUlISU6ZMoVevXnz88ceUlJQQEhJCcnIyr732GhERES0+pr5XP/7xj/nDH/7A/PnzmTZtGt/61rcoKSnh5MmTLF261H50kGEYDBgwwOkooQ0bNmC1WomKiqKmpqbF3ySPjo7Gy8uLdevWYbPZGDVqFKdPn3Y4CL7ZhAkTHvizfNMoXIqIiEibGTFiBFu3bmXr1q3s2LGDxsZG/P39mTFjBikpKXTp0oWysrIWf/v7fvTt25d3332XLVu2sG3bNpqamhgwYAAbNmxgxIgR9n6HDx8mNjbWYezt27ftv6pjGAaGYbQ4x65du/j888/t523u2bOHPXv2tNi3I4XLTg0NDbaHXYSIiEhHUVtb6/ArNCIPoj1/j/TOpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzHwy5AREREOhaLxcLmzZspKyujsbGRoKAgJk+ezAsvvICbm+O617Fjx5g9ezYffvghQUFBNDQ08N5773Ho0CFqa2vx9vbmqaeeYvbs2QQHBzuMvXnzJtu2bWPv3r3U1tYSEBDAc889R0JCAu7u7k51Xb58mUmTJrFp0yYiIiK4efMmhYWF7Nu3j4sXL+Ll5UVYWBgpKSk8+eSTDmPvp65HncKliIiItJnq6mpSUlKwWq1MmzaN3r17c+DAAfLy8rBYLCxevNihv8lkok+fPgQFBWG1WklLS6OqqoqJEycyePBgqqurKS4uprS0lIKCAvr27QtAU1MTixcv5vDhw0yaNIkhQ4ZgNpvZsGED58+fZ8mSJU61GYZB165dGTp0KDabjUWLFmE2m4mJiSEhIYH6+nqKi4tJTU0lPz+fyMhIgPuqqyNQuBQREZE2s337dq5evcqbb77JuHHjAIiPjyc9PZ2dO3cyffp0h5U+wzAYOXIkAEVFRVRWVpKVlcXkyZPtfWJjY0lOTmbjxo3k5eUB8H/+z//BZDIxd+5ckpKSAJg8eTL/9m//xocffkhcXJzT6qPJZCIiIgJPT0/27t2L2Wxm1qxZpKen2/vExcWRkJDA2rVr2bFjx33X1RHonUsRERFpM+fPnwfgmWeecWgfM2YMAKdPn7a31dbWcvbsWaKiogAwm814enoSFxfnMHbgwIGEhoZSXl5ub/vNb36Dp6cnzz//vEPf//E//gcAe/bscWi/desWZWVl9rmOHDkCwNSpUx36BQQEEB4eTlVVFQ0NDfddV0eglUsREZF2ZMdz2x92Ca16YdfMr3yP4OBgzGYz586dY8iQIfb25tDp5+dnbzMMAy8vL4YNGwbAypUrqaurc3pf0mazUV9f7/C+5smTJ+nbty9eXl4OfYOCgvj2t7/NH//4R4f2Y8eO0djYyNNPPw3A/PnziY+Px9/f3+kz1NXVAdjnu5+6OgKFSxERkXbk0rGLD7uEr1VSUhKlpaXk5OSwcOFCgoKCOHToEDt37iQiIoKhQ4fa+5pMJoYPH07nzp0B8PX1xdfX1+mee/fu5cqVK4wePRr4ciPP1atX7aH07/n7+1NdXe3QZhgG/fr1IyAgAIAePXrQo0cPp7EnTpzg5MmT9O/fHx8fn/uqq6NQuBQREZE24+vry5w5c3jjjTeYO3euvT0sLIzc3Fw6deoEwO3btzl69Cjz5s276/0qKyvJzc3F3d2dlJQUAK5fvw5A165dWxzzrW99iy+++MKhzWQy2R/Nt6ampoYVK1YAkJqaet91dRQda51WREREHqpt27aRlZVFz549efXVV3n77bdJSEigoqKC9PR0rl27BsDx48e5ceOGfTNPS06dOmUfk5mZyaBBg4AvH0f/7X//ns1mc3iEfeHCBSwWy13nqq6uJi0tjYsXL5KYmHjXINpaXR2FVi5FRESkTVy/fp2CggL8/PwoLCy0P1YeO3YsAwcOJDs7m8LCQjIyMjCZTISEhBAYGNjivQzDYNmyZTQ2NpKZmUl8fLz9WvOK5c2bN1sce/PmTbp162b/t8lkwtvbm7CwsBb7V1RUkJmZyWeffcbMmTPJyMho9TPera6OQuFSRESkHfnOsJbD1KPg/PnzWK1WoqOj7cGy2fjx41m1apV9l7ZhGPad23+vuLiYNWvW4ObmRk5ODuPHj3e43q1bN3r06EFNTU2L42tqahxCq8lkIjIyEg8P51h08OBBli9fjtVqJSMjg8TExFY/3z+qq6NQuBQREWlHXLEju71q3phz584dp2s2m42mpiZsNhuXLl2iqqqKRYsWOfUrKioiLy8PHx8fVq9eTXh4eItzDRkyhLKyMm7evMm3vvUte/uFCxdoaGiwBz+r1cpHH33U4lz79+9n6dKluLu789ZbbxETE9PqZ7vXujoCvXMpIiIibSI0NJTAwED27dvntKq4e/durFYrI0aMwDAMunXr5rBzHODw4cPk5+fTvXt3tmzZctcA94Mf/ACr1Wo/6LzZv//7vwMwceJEAMrLy7FarfYjiJqdOXOG7OxsPDw8WL9+/V2D5f3U1RFo5VJERETahJubG0uWLOHll18mKSmJKVOm0KtXLz7++GNKSkoICQkhOTmZ1157jYiICKfH1OvWrcNmszFq1ChOnz7tcOB6swkTJgDw7LPPsnv3bn72s59RXV3N4MGDKS0t5f/8n//DtGnT+N73vgd8+fh9wIABTkcJbdiwAavVSlRUFDU1NZSUlDjNFR0djZeX133V1RF0amhoaHkrlYiIiLhcbW2tw0HhHdEnn3zC1q1b7QeX+/v7M3bsWFJSUujSpQuxsbEsWLCA5557zj7m0qVLTr+A05LmdzYBvvjiC9577z1+//vf09DQQO/evZk8eTIvvPCC/WDzqVOnEhsbS1pamn3c7du3GTNmDLdu3brrXLt27cLNze2+63KF9vw9UrgUERFpQ+05FMg3R3v+HumdSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLERERaVMWi4WsrCzGjRtHVFQUzz//PEVFRTQ1NTn1PXbsGJGRkVy4cAGAhoYGcnNz+dGPfsTIkSN59tlnycrK4s9//vNd56yurmbMmDHs2bOn1T6XL18mMjKSo0ePAnDz5k3effddpk6dysiRI4mJiWHBggWcPHnSaeyD1vUo8njYBYiIiEjHUV1dTUpKClarlWnTptG7d28OHDhAXl4eFouFxYsXO/Q3mUz06dOHoKAgrFYraWlpVFVVMXHiRAYPHkx1dTXFxcWUlpZSUFBA3759neasq6tjwYIFfPHFF3etzTAMunbtytChQ7HZbCxatAiz2UxMTAwJCQnU19dTXFxMamoq+fn5REZGAjxwXY8qhUsRERFpM9u3b+fq1au8+eabjBs3DoD4+HjS09PZuXMn06dPJzg42N7fMAxGjhwJQFFREZWVlWRlZTF58mR7n9jYWJKTk9m4cSN5eXkO8x07dowVK1Zw+fLlf1ibyWQiIiICT09P9u7di9lsZtasWaSnp9v7xMXFkZCQwNq1a9mxY8cD1/Uo02NxERERaTPnz58H4JlnnnFoHzNmDACnT5+2t9XW1nL27FmioqIAMJvNeHp6EhcX5zB24MCBhIaGUl5e7tC+evVqZs+ejc1mcwh9Lbl16xZlZWX2uY4cOQLA1KlTHfoFBAQQHh5OVVUVDQ0ND1TXo04rlyIiIu3IuD01D7uEVv3XRP+vfI/g4GDMZjPnzp1jyJAh9vbm0Onn52dvMwwDLy8vhg0bBsDKlSupq6vD3d3d4Z42m436+nrc3BzXzM6cOUNiYiI/+clPOHDgAB9++GGrdR07dozGxkaefvppAObPn098fDz+/s6fua6uDsA+3/3W9ahTuBQREWlHjtbeetglfK2SkpIoLS0lJyeHhQsXEhQUxKFDh9i5cycREREMHTrU3tdkMjF8+HA6d+4MgK+vL76+vk733Lt3L1euXGH06NEO7Zs2bbKP/UcMw6Bfv34EBAQA0KNHD3r06OHU78SJE5w8eZL+/fvj4+PzQHU96hQuRUREpM34+voyZ84c3njjDebOnWtvDwsLIzc3l06dOgFw+/Ztjh49yrx58+56v8rKSnJzc3F3dyclJcXh2r0GS/gyyDY/mm9NTU0NK1asACA1NfWB63rUdax1WhEREXmotm3bRlZWFj179uTVV1/l7bffJiEhgYqKCtLT07l27RoAx48f58aNG/bNPC05deqUfUxmZiaDBg16oJouXLiAxWK561zV1dWkpaVx8eJFEhMT7xpEXVXXN5VWLkVERKRNXL9+nYKCAvz8/CgsLLQ/Vh47diwDBw4kOzubwsJCMjIyMJlMhISEEBgY2OK9DMNg2bJlNDY2kpmZSXx8/APXZTKZ8Pb2JiwsrMXrFRUVZGZm8tlnnzFz5kwyMjJavZcr6/qmUrgUERFpRyL8PB92CV+b8+fPY7VaiY6OtgfLZuPHj2fVqlX2XdqGYdh3bv+94uJi1qxZg5ubGzk5OYwfP/4r1WUymYiMjMTDwzkWHTx4kOXLl2O1WsnIyCAxMbHV+7i6rm8qhUsREZF2xBU7stur5ncg79y543TNZrPR1NSEzWbj0qVLVFVVsWjRIqd+RUVF5OXl4ePjw+rVqwkPD/9KNVmtVj766KMW59q/fz9Lly7F3d2dt956i5iYmFbv4+q6vsn0zqWIiIi0idDQUAIDA9m3bx81NY5HLu3evRur1cqIESMwDINu3bo57BwHOHz4MPn5+XTv3p0tW7a4JMCVl5djtVrtRxA1O3PmDNnZ2Xh4eLB+/fq7Bsuvo65vMq1cioiISJtwc3NjyZIlvPzyyyQlJTFlyhR69erFxx9/TElJCSEhISQnJ/Paa68RERHh9Jh63bp12Gw2Ro0axenTpx0OXG82YcKE+6rJMAwGDBjgdJTQhg0bsFqtREVFUVNTQ0lJidPY6OhovLy8vpa6vskULkVERKTNjBgxgq1bt7J161Z27NhBY2Mj/v7+zJgxg5SUFLp06UJZWRkLFixwGHfp0iUsFgsAe/bsYc+ePS3e/35D3OHDh4mNjXVou337tv1XdQzDwDCMFsfu2rWLzz///Gup65usU0NDg+1hFyEiItJR1NbWOvwKjciDaM/fI71zKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIu4/GwCxAREZGOxWKxsHnzZsrKymhsbCQoKIjJkyfzwgsv4ObmuO517NgxZs+ezYcffkhQUBANDQ289957HDp0iNraWry9vXnqqaeYPXs2wcHBDmMvXrzIz3/+c8xmM/X19Xz729/m6aefZs6cOfj5+TnVdfnyZSZNmsSmTZuIiIjg5s2bFBYWsm/fPi5evIiXlxdhYWGkpKTw5JNPOoy9n7oedQqXIiIi0maqq6tJSUnBarUybdo0evfuzYEDB8jLy8NisbB48WKH/iaTiT59+hAUFITVaiUtLY2qqiomTpzI4MGDqa6upri4mNLSUgoKCujbty8A9fX1pKSkcO3aNSZPnkxwcDCVlZXs2rULs9nM+++/j6+vr8NchmHQtWtXhg4dis1mY9GiRZjNZmJiYkhISKC+vp7i4mJSU1PJz88nMjIS4L7q6ggULkVERKTNbN++natXr/Lmm28ybtw4AOLj40lPT2fnzp1Mnz7dYaXPMAxGjhwJQFFREZWVlWRlZTF58mR7n9jYWJKTk9m4cSN5eXkAbN68mStXrrB+/Xqefvppe98RI0awcOFCfvGLX/DKK6841GYymYiIiMDT05O9e/diNpuZNWsW6enp9j5xcXEkJCSwdu1aduzYcd91dQR651JERETazPnz5wF45plnHNrHjBkDwOnTp+1ttbW1nD17lqioKADMZjOenp7ExcU5jB04cCChoaGUl5fb28xmM0FBQQ7BEmD06NF4e3s79AW4desWZWVl9rmOHDkCwNSpUx36BQQEEB4eTlVVFQ0NDfddV0eglUsREZF2xCsn/R93eki+WPGzr3yP4OBgzGYz586dY8iQIfb25tD5t+9CGoaBl5cXw4YNA2DlypXU1dXh7u7ucE+bzUZ9fb3D+5pbtmyhsbHR+TN88QVffPFFi+92NjY22sPo/PnziY+Px9/f3+kedXV1APZ73E9dHYHCpYiISDviXlnxsEv4WiUlJVFaWkpOTg4LFy4kKCiIQ4cOsXPnTiIiIhg6dKi9r8lkYvjw4XTu3BkAX19fp/ckAfbu3cuVK1cYPXq0vS0gIKDF+YuKirhz5w7Dhw93aDcMg379+tnH9ejRgx49ejiNP3HiBCdPnqR///74+Pjcd10dgcKliIiItBlfX1/mzJnDG2+8wdy5c+3tYWFh5Obm0qlTJwBu377N0aNHmTdv3l3vV1lZSW5uLu7u7qSkpNy179GjR9m6dSvdunVj5syZDtdMJpP90XxrampqWLFiBQCpqakuq+tR07HWaUVEROSh2rZtG1lZWfTs2ZNXX32Vt99+m4SEBCoqKkhPT+fatWsAHD9+nBs3btg387Tk1KlT9jGZmZkMGjSo1b6lpaVkZmbS1NTE66+/7rCyeeHCBSwWy13nqq6uJi0tjYsXL5KYmHjXIHo/dT2KtHIpIiIibeL69esUFBTg5+dHYWGh/bHy2LFjGThwINnZ2RQWFpKRkYHJZCIkJITAwMAW72UYBsuWLaOxsZHMzEzi4+Nbnfd//+//zapVq+jUqRNvvPGG02Nqk8mEt7c3YWFhLY6vqKggMzOTzz77jJkzZ5KRkdHqXPdT16NK4VJERKQdudN38MMu4Wtz/vx5rFYr0dHR9mDZbPz48axatcq+S9swDPvO7b9XXFzMmjVrcHNzIycnh/Hjx7c657vvvkthYSHe3t68/fbbREREOPUxmUxERkbi4eEciw4ePMjy5cuxWq1kZGSQmJjY6lz3U9ejTOFSRESkHXHFjuz2qnljzp07d5yu2Ww2mpqasNlsXLp0iaqqKhYtWuTUr6ioiLy8PHx8fFi9ejXh4eGtzrdu3Tr+5//8n3znO98hLy+vxYPMrVYrH330UYtz7d+/n6VLl+Lu7s5bb71FTExMq3PdT12POr1zKSIiIm0iNDSUwMBA9u3bR01NjcO13bt3Y7VaGTFiBIZh0K1bN4ed4wCHDx8mPz+f7t27s2XLlrsGuA8//JD/+T//J48//vhdfyGnvLwcq9XqdB7mmTNnyM7OxsPDg/Xr1981WN5PXR2BVi5FRESkTbi5ubFkyRJefvllkpKSmDJlCr169eLjjz+mpKSEkJAQkpOTee2114iIiHB6TL1u3TpsNhujRo3i9OnTDgeuN5swYQJffPEFmzZtAiA6OpqPPvrIqZ+XlxfR0dEYhsGAAQOcjhLasGEDVquVqKgoampqKCkpcbpHdHQ0Xl5e91xXR9GpoaHB9rCLEBER6Shqa2sdDgrviD755BO2bt1qP7jc39+fsWPHkpKSQpcuXYiNjWXBggU899xz9jGXLl1y+gWclhw5coTy8nLmzJlz136BgYHs3r2bqVOnEhsbS1pamv3a7du3GTNmDLdu3brrPXbt2oWbm9s91+VK7fl7pHApIiLShtpzKJBvjvb8PdI7lyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIeD7sAERER6VgsFgubN2+mrKyMxsZGgoKCmDx5Mi+88AJubo7rXseOHWP27Nl8+OGHBAUF0dDQwHvvvcehQ4eora3F29ubp556itmzZxMcHOwwtq6ujp///OccPnyYuro6nnjiCaZOncqUKVPo1KmTU12XL19m0qRJbNq0iYiICG7evElhYSH79u3j4sWLeHl5ERYWRkpKCk8++aTD2Pup61GncCkiIiJtprq6mpSUFKxWK9OmTaN3794cOHCAvLw8LBYLixcvduhvMpno06cPQUFBWK1W0tLSqKqqYuLEiQwePJjq6mqKi4spLS2loKCAvn37AnD9+nVmz57NpUuXiI+P5/HHH+fw4cO8/fbbVFZW8sorrzjVZhgGXbt2ZejQodhsNhYtWoTZbCYmJoaEhATq6+spLi4mNTWV/Px8IiMjAe6rro5A4VJERETazPbt27l69Spvvvkm48aNAyA+Pp709HR27tzJ9OnTHVb6DMNg5MiRABQVFVFZWUlWVhaTJ0+294mNjSU5OZmNGzeSl5cHwK9+9SssFovDPFOnTiUzM5Pi4mKmT59Onz59HGozmUxERETg6enJ3r17MZvNzJo1i/T0dHufuLg4EhISWLt2LTt27LjvujoCvXMpIiIibeb8+fMAPPPMMw7tY8aMAeD06dP2ttraWs6ePUtUVBQAZrMZT09P4uLiHMYOHDiQ0NBQysvL7W1//etfGTx4MDExMQ59R4wYgc1m49SpUw7tt27doqyszD7XkSNHgC8D6d8KCAggPDycqqoqGhoa7ruujkArlyIiIu3IF2UvPewSWuU1PP8r3yM4OBiz2cy5c+cYMmSIvb05dPr5+dnbDMPAy8uLYcOGAbBy5Urq6upwd3d3uKfNZqO+vt7hfc158+a1OH9zqOzdu7dD+7Fjx2hsbOTpp58GYP78+cTHx+Pv7+90j7q6OgD7fPdTV0egcCkiItKONF395GGX8LVKSkqitLSUnJwcFi5cSFBQEIcOHWLnzp1EREQwdOhQe1+TycTw4cPp3LkzAL6+vvj6+jrdc+/evVy5coXRo0e3OOcXX3zBhQsX+O1vf8uvf/1rxowZ4xBs4csg269fPwICAgDo0aMHPXr0cLrXiRMnOHnyJP3798fHx+cr1fWoUrgUERGRNuPr68ucOXN44403mDt3rr09LCyM3Nxc+y7u27dvc/To0VZXIJtVVlaSm5uLu7s7KSkpLfbZvHkzRUVFADzxxBO89NJLTn1MJpP90XxrampqWLFiBQCpqalfua5HVcdapxUREZGHatu2bWRlZdGzZ09effVV3n77bRISEqioqCA9PZ1r164BcPz4cW7cuGHfzNOSU6dO2cdkZmYyaNCgFvs988wzrFmzhrlz5/L555+TmJhIRUWF/fqFCxewWCx3nau6upq0tDQuXrxIYmLiXYPovdb1qFK4FBERkTZx/fp1CgoK8PPzo7CwkKlTpzJ27FgWLFjA8uXLqaiooLCwEPhyJTEkJITAwMAW72UYBnPmzKGhoYHMzEzi4+NbnTciIoLRo0eTlJTEpk2buHnzJu+88479uslkwtvbm7CwsBbHV1RUkJKSwl/+8hdmzpxJRkZGq3PdT12PKj0WFxERaUfcfAY+7BK+NufPn8dqtRIdHW1/X7HZ+PHjWbVqlX2XtmEY9p3bf6+4uJg1a9bg5uZGTk4O48ePv+cavve97xESEsKf/vQne5vJZCIyMhIPD+dYdPDgQZYvX47VaiUjI4PExMRW7/1V6nqUKFyKiIi0I67Ykd1eNW/MuXPnjtM1m81GU1MTNpuNS5cuUVVVxaJFi5z6FRUVkZeXh4+PD6tXryY8PLzFe/34xz+mc+fO/OIXv3C6fuPGDbp06QJ8eQD6Rx991OJc+/fvZ+nSpbi7u/PWW285HWt0v3V1FHosLiIiIm0iNDSUwMBA9u3bR01NjcO13bt3Y7VaGTFiBIZh0K1bN4ed4wCHDx8mPz+f7t27s2XLllYDXKdOnfDz8+PkyZOUlpY6XPvd737HxYsXiY6OBqC8vByr1Wo/gqjZmTNnyM7OxsPDg/Xr1981WN5rXR2FVi5FRESkTbi5ubFkyRJefvllkpKSmDJlCr169eLjjz+mpKSEkJAQkpOTee2114iIiHB6TL1u3TpsNhujRo3i9OnTDgeuN5swYQIAL730Ev/f//f/8eqrrzJ16lQef/xx/vjHP/Kb3/yG7373u6SlpQFfPn4fMGCA01FCGzZswGq1EhUVRU1NDSUlJU5zRUdH4+XldV91dQSdGhoabA+7CBERkY6itrbW4aDwjuiTTz5h69at9oPL/f39GTt2LCkpKXTp0oXY2FgWLFjAc889Zx9z6dIlp1/AaUnzO5vw5S7wzZs3YzabuXbtGgEBAfzLv/wLP/nJT/D29ga+/AWe2NhYe9iEL49BGjNmDLdu3brrXLt27cLNze2+63KF9vw9UrgUERFpQ+05FMg3R3v+HumdSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLERERaVMWi4WsrCzGjRtHVFQUzz//PEVFRTQ1NTn1PXbsGJGRkVy4cAGAhoYGcnNz+dGPfsTIkSN59tlnycrK4s9//vM/nHfZsmVERkZSXV3d4vXLly8TGRnJ0aNHAbh58ybvvvsuU6dOZeTIkcTExLBgwQJOnjzpNPar1PWo8XjYBYiIiEjHUV1dTUpKClarlWnTptG7d28OHDhAXl4eFouFxYsXO/Q3mUz06dOHoKAgrFYraWlpVFVVMXHiRAYPHkx1dTXFxcWUlpZSUFBA3759W5z3t7/9Lb///e/vWpthGHTt2pWhQ4dis9lYtGgRZrOZmJgYEhISqK+vp7i4mNTUVPLz84mMjAT4SnU9ihQuRUREpM1s376dq1ev8uabbzJu3DgA4uPjSU9PZ+fOnUyfPp3g4GB7f8MwGDlyJABFRUVUVlaSlZXF5MmT7X1iY2NJTk5m48aN5OXlOc1ZXV1Nbm4unTt35q9//WurtZlMJiIiIvD09GTv3r2YzWZmzZpFenq6vU9cXBwJCQmsXbuWHTt2fKW6HlV6LC4iIiJt5vz58wA888wzDu1jxowB4PTp0/a22tpazp49S1RUFABmsxlPT0/i4uIcxg4cOJDQ0FDKy8ud5rtz5w7Z2dk8/vjjjB07ttW6bt26RVlZmX2uI0eOADB16lSHfgEBAYSHh1NVVUVDQ8MD1/Uo08qliIhIO/Lz3+Q87BJalfrDFV/5HsHBwZjNZs6dO8eQIUPs7c2h08/Pz95mGAZeXl4MGzYMgJUrV1JXV4e7u7vDPW02G/X19bi5Oa+Zvf/++3zyySds27aNX/7yl63WdezYMRobG3n66acBmD9/PvHx8fj7+zv1raurA7DP9yB1PcoULkVERNqRv9RWPuwSvlZJSUmUlpaSk5PDwoULCQoK4tChQ+zcuZOIiAiGDh1q72symRg+fDidO3cGwNfXF19fX6d77t27lytXrjB69GiH9pMnT1JQUMBLL71EaGjoXesyDIN+/foREBAAQI8ePejRo4dTvxMnTnDy5En69++Pj4/PA9X1qFO4FBERkTbj6+vLnDlzeOONN5g7d669PSwsjNzcXDp16gTA7du3OXr0KPPmzbvr/SorK8nNzcXd3Z2UlBR7e2NjI9nZ2Tz11FM8//zz/7Auk8lkfzTfmpqaGlas+HL1NjU19YHq6ggULkVERKTNbNu2jU2bNvHEE08wb948evbsyfHjx/nggw9IT0/nnXfe4bHHHuP48ePcuHHDvpmnJadOnSIjI4Nr167xyiuvMGjQIPu1tWvX8vnnn/Puu+/aA2trLly4gMViuetc1dXVzJ8/n4sXL5KYmHjXIHq3ujoChUsRERFpE9evX6egoAA/Pz8KCwvtj5XHjh3LwIEDyc7OprCwkIyMDEwmEyEhIQQGBrZ4L8MwWLZsGY2NjWRmZhIfH2+/9oc//IFf//rXvPLKK3Tu3Nm+8ebWrVsAXLt2jYaGBvtjb5PJhLe3N2FhYS3OVVFRQWZmJp999hkzZ84kIyOj1c94t7o6CoVLERGRduQJv0f3PMTz589jtVqJjo62B8tm48ePZ9WqVfZd2oZh2Hdu/73i4mLWrFmDm5sbOTk5jB8/3uH6//2//xeA1atXs3r1aqfxP/7xj4H/tyPcZDIRGRmJh4dzLDp48CDLly/HarWSkZFBYmJiq5/vH9XVUShcioiItCOu2JHdXjVvzLlz547TNZvNRlNTEzabjUuXLlFVVcWiRYuc+hUVFZGXl4ePjw+rV68mPDzcqc+Pf/xjJkyY4NT+y1/+ErPZTE5ODj179gS+PAD9o48+anGu/fv3s3TpUtzd3XnrrbeIiYlp9bPdS10dhcKliIiItInQ0FACAwPZt28fP/nJTxyO+dm9ezdWq5URI0ZgGAbdunVz2DkOcPjwYfLz8+nevTubN29u9VdvQkNDW9wdXlJSAny5eah3794AlJeXY7Va7UcQNTtz5gzZ2dl4eHiQn5/PU0891ernute6OgqFSxEREWkTbm5uLFmyhJdffpmkpCSmTJlCr169+PjjjykpKSEkJITk5GRee+01IiIinB5Tr1u3DpvNxqhRozh9+rTDgevNWlqxvBvDMBgwYIDTUUIbNmzAarUSFRVFTU2NPZj+rejoaLy8vL6Wur7JFC5FRESkzYwYMYKtW7eydetWduzYQWNjI/7+/syYMYOUlBS6dOlCWVkZCxYscBh36dIlLBYLAHv27GHPnj0t3v9+Q9zhw4eJjY11aLt9+7b9V3UMw8AwjBbH7tq1i88///xrqeubrFNDQ4PtYRchIiLSUdTW1jr8Co3Ig2jP36OO9XtEIiIiIvK1UrgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGX8XjYBYiIiEjHYrFY2Lx5M2VlZTQ2NhIUFMTkyZN54YUXcHNzXPc6duwYs2fP5sMPPyQoKIiGhgbee+89Dh06RG1tLd7e3jz11FPMnj2b4OBgh7Fbt25ly5YtLdbw05/+lNTUVIe2y5cvM2nSJDZt2kRERAQ3b96ksLCQffv2cfHiRby8vAgLCyMlJYUnn3zSYez91PWoU7gUERGRNlNdXU1KSgpWq5Vp06bRu3dvDhw4QF5eHhaLhcWLFzv0N5lM9OnTh6CgIKxWK2lpaVRVVTFx4kQGDx5MdXU1xcXFlJaWUlBQQN++fe1jz549i5eXl9M9Afr16+fUZhgGXbt2ZejQodhsNhYtWoTZbCYmJoaEhATq6+spLi4mNTWV/Px8IiMjAe67rkedwqWIiIi0me3bt3P16lXefPNNxo0bB0B8fDzp6ens3LmT6dOnO6z0GYbByJEjASgqKqKyspKsrCwmT55s7xMbG0tycjIbN24kLy/P3n7mzBlCQ0OZMGHCPdVmMpmIiIjA09OTvXv3YjabmTVrFunp6fY+cXFxJCQksHbtWnbs2PFAdT3q9M6liIiItJnz588D8Mwzzzi0jxkzBoDTp0/b22prazl79ixRUVEAmM1mPD09iYuLcxg7cOBAQkNDKS8vt7fdvHmTTz/9lNDQ0Huq69atW5SVldnnOnLkCABTp0516BcQEEB4eDhVVVU0NDTcd10dgVYuRURE2pHdu3c/7BJa9aMf/egr3yM4OBiz2cy5c+cYMmSIvb05dPr5+dnbDMPAy8uLYcOGAbBy5Urq6upwd3d3uKfNZqO+vt7hfc3Kykqamprsj6OtVivu7u54eLQcfY4dO0ZjYyNPP/00APPnzyc+Ph5/f3+nvnV1dQD2+e6nro5A4VJERKQdqampedglfK2SkpIoLS0lJyeHhQsXEhQUxKFDh9i5cycREREMHTrU3tdkMjF8+HA6d+4MgK+vL76+vk733Lt3L1euXGH06NH2tjNnzgBw6tQpnn/+eSwWC25ubgwdOpSXXnqJ733vew73MAyDfv36ERAQAECPHj3o0aOH01wnTpzg5MmT9O/fHx8fn/uuqyNQuBQREZE24+vry5w5c3jjjTeYO3euvT0sLIzc3Fw6deoEwO3btzl69Cjz5s276/0qKyvJzc3F3d2dlJQUe3tzuDx+/DgzZswgMDCQ06dPs337dv71X/+VzZs3M3jwYHt/k8lkfzTfmpqaGlasWAHgtNP8XuvqCBQuRUREpM1s27aNTZs28cQTTzBv3jx69uzJ8ePH+eCDD0hPT+edd97hscce4/jx49y4ccO+maclp06dIiMjg2vXrvHKK68waNAg+7V//ud/plu3bsyYMcO+Ajl69GhGjhxJSkoK69ato6CgAIALFy5gsVjuOld1dTXz58/n4sWLJCYm3jWI3q2ujkDhUkRERNrE9evXKSgowM/Pj8LCQvtj5bFjxzJw4ECys7MpLCwkIyMDk8lESEgIgYGBLd7LMAyWLVtGY2MjmZmZxMfHO1wfNWoUo0aNcho3ePBgvv/973PixAlu3LhBt27dMJlMeHt7ExYW1uJcFRUVZGZm8tlnnzFz5kwyMjJa/Yz/qK6OQOFSRESkHWlpA8mj4vz581itVqKjo+3Bstn48eNZtWqVfZe2YRj2ndt/r7i4mDVr1uDm5kZOTg7jx4+/rzp69uyJzWbjiy++sIfLyMjIFjf7HDx4kOXLl2O1WsnIyCAxMbHV+37Vuh4VCpciIiLtiCt2ZLdXzRtz7ty543TNZrPR1NSEzWbj0qVLVFVVsWjRIqd+RUVF5OXl4ePjw+rVqwkPD2/xXsnJyQC8//77Tterqqro1q0b3/72t7FarXz00UctzrV//36WLl2Ku7s7b731FjExMa1+tnupq6PoWHvjRURE5KEJDQ0lMDCQffv2Oe2K3717N1arlREjRmAYBt26dXPYOQ5w+PBh8vPz6d69O1u2bGk1wHXq1Inu3btTUVHBwYMHHa795je/oaqqigkTJuDu7k55eTlWq9V+BFGzM2fOkJ2djYeHB+vXr79rsLzXujoKrVyKiIhIm3Bzc2PJkiW8/PLLJCUlMWXKFHr16sXHH39MSUkJISEhJCcn89prrxEREeH0mHrdunXYbDZGjRrF6dOnHQ5cb9b8azwvvvgiJ0+eZNmyZUyePJng4GD++Mc/8pvf/IbQ0FDS0tKALx+/DxgwwOkooQ0bNmC1WomKiqKmpoaSkhKnuaKjo/Hy8rqvujqCTg0NDbaHXYSIiEhHUVtb63BQeEf0ySefsHXrVvvB5f7+/owdO5aUlBS6dOlCbGwsCxYs4LnnnrOPuXTpktMv4LSk+Z1NgE8//ZQtW7Zw5MgRrl27hp+fHzExMSQnJ/PYY48BX/4CT2xsrD1swpfHII0ZM4Zbt27dda5du3bh5uZ233W5Qnv+HilcioiItKH2HArkm6M9f4/0zqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzHwy5AREREOhaLxcLmzZspKyujsbGRoKAgJk+ezAsvvICbm+O617Fjx5g9ezYffvghQUFBNDQ08N5773Ho0CFqa2vx9vbmqaeeYvbs2QQHBzvN9bvf/Y7//M//5OzZs3Tt2pWwsDDmzp3Ld7/7Xae+ly9fZtKkSWzatImIiAhu3rxJYWEh+/bt4+LFi3h5eREWFkZKSgpPPvmkw9j7retR1qmhocH2sIsQERHpKGpra/Hz83vYZTw01dXV/I//8T+wWq1MmzaN3r17c+DAAY4cOcKUKVNYvHixQ/9Nmzbxhz/8gf/1v/4XVquVWbNmUVVVxcSJExk8eDDV1dUUFxcDUFBQQN++fe1jt2zZwtatWxk2bBjjxo3jypUr7NixA3d3d/793/+d3r17O8y1c+dONmzYwH/913/h4eFBRkYGZrOZmJgYnnrqKerr6ykuLubq1avk5+cTGRkJcN91uUJ7/h5p5VJERETazPbt27l69Spvvvkm48aNAyA+Pp709HR27tzJ9OnTHVb6DMNg5MiRABQVFVFZWUlWVhaTJ0+294mNjSU5OZmNGzeSl5cHwCeffEJhYSGjRo1i9erVuLu7AxAZGcmcOXPYtm0bWVlZDrWZTCYiIiLw9PRk7969mM1mZs2aRXp6ur1PXFwcCQkJrF27lh07dtx3XR2B3rkUERGRNnP+/HkAnnnmGYf2MWPGAHD69Gl7W21tLWfPniUqKgoAs9mMp6cncXFxDmMHDhxIaGgo5eXl9rYPP/yQpqYmMjMz7cESIDw8nNTUVIYMGeJwj1u3blFWVmaf68iRIwBMnTrVoV9AQADh4eFUVVXR0NBw33V1BFq5FBERaUd2PLf9YZfQqhd2zfzK9wgODsZsNnPu3DmHgNccOv/2Ua9hGHh5eTFs2DAAVq5cSV1dnUNYBLDZbNTX1zu8r1lWVkbfvn3tj75v3bpFU1MTXbp04ac//alTXceOHaOxsZGnn34agPnz5xMfH4+/v79T37q6OgD7fPdTV0egcCkiItKOXDp28WGX8LVKSkqitLSUnJwcFi5cSFBQEIcOHWLnzp1EREQwdOhQe1+TycTw4cPp3LkzAL6+vvj6+jrdc+/evVy5coXRo0cDXwbJCxcuEBUVRXl5ORs3buSPf/wjAE8++SQvvfQS3//+9x3uYRgG/fr1IyAgAIAePXrQo0cPp7lOnDjByZMn6d+/Pz4+PvdVV0fRsaK0iIiIPFS+vr7MmTOHmpoa5s6dy3PPPceaNWsYMmQIubm5dOrUCYDbt29z9OhR+/uWramsrCQ3Nxd3d3dSUlIAuH79Ok1NTfz5z38mIyODQYMGsWrVKubPn4/FYiEtLc0eNpuZTKZ/OFdNTQ0rVqwAIDU19b7r6ii0cikiIiJtZtu2bWzatIknnniCefPm0bNnT44fP84HH3xAeno677zzDo899hjHjx/nxo0bdw18p06dIiMjg2vXrvHKK68waNAgAP76178C8Je//IUXX3yRmTP/3+P8iIgIZs2aRX5+Pu+99x4AFy5cwGKx3HWu6upq5s+fz8WLF0lMTLS/I3o/dXUUCpciIiLSJq5fv05BQQF+fn4UFhbaHyuPHTuWgQMHkp2dTWFhIRkZGZhMJkJCQggMDGzxXoZhsGzZMhobG8nMzCQ+Pt5+zcvLCwB3d3eHdoDvfe97fP/73+fEiRN88cUXeHl5YTKZ8Pb2JiwsrMW5KioqyMzM5LPPPmPmzJlkZGS0+hnvVldHoXApIiLSjnxnWMth6lFw/vx5rFYr0dHR9mDZbPz48axatcq+S9swDPvO7b9XXFzMmjVrcHNzIycnh/Hjxztcf+yxx+jWrRseHh506dLFaXyvXr2w2WzcuHHDHi4jIyPx8HCORQcPHmT58uVYrVYyMjJITExs9fP9o7o6CoVLERGRdsQVO7Lbq+aNOXfu3HG6ZrPZaGpqwmazcenSJaqqqli0aJFTv6KiIvLy8vDx8WH16tWEh4c79enUqRODBw+mrKyMmpoapx3fn376KV5eXvTs2ROr1cpHH33U4lz79+9n6dKluLu789ZbbxETE9PqZ7uXujoKbegRERGRNhEaGkpgYCD79u2jpqbG4dru3buxWq2MGDECwzDo1q2bw85xgMOHD5Ofn0/37t3ZsmXLXQPcpEmTsNlsbNmyxekep06dIiYmBjc3N8rLy7FarfYjiJqdOXOG7OxsPDw8WL9+/V2D5f3U1RFo5VJERETahJubG0uWLOHll18mKSmJKVOm0KtXLz7++GNKSkoICQkhOTmZ1157jYiICKfH1OvWrcNmszFq1ChOnz7tcOB6swkTJgDwgx/8gAMHDvDrX/+azz77jNGjR/Ppp5/ywQcf4OfnZ//VHcMwGDBggNNRQhs2bMBqtRIVFUVNTQ0lJSVOc0VHR+Pl5XVfdXUE+m1xERGRNtSefxO6rXzyySds3brVfnC5v78/Y8eOJSUlhS5duhAbG8uCBQt47rnn7GMuXbrk9As4LWl+ZxO+fPz+n//5n+zevZtPP/0Ub29vRo4cSVpamv3/wdSpU4mNjSUtLc0+7vbt24wZM4Zbt27dda5du3bh5uZ233W5Qnv+HilcioiItKH2HArkm6M9f4/0zqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMx8MuQERERDoWi8XC5s2bKSsro7GxkaCgICZPnswLL7yAm5vjutexY8eYPXs2H374IUFBQTQ0NPDee+9x6NAhamtr8fb25qmnnmL27NkEBwfbx0VGRv7DOo4cOeLw78uXLzNp0iQ2bdpEREQEN2/epLCwkH379nHx4kW8vLwICwsjJSWFJ5980mHsvdbVEShcioiISJuprq4mJSUFq9XKtGnT6N27NwcOHCAvLw+LxcLixYsd+ptMJvr06UNQUBBWq5W0tDSqqqqYOHEigwcPprq6muLiYkpLSykoKKBv374AvP766y3OX1paSklJCWPHjnW6ZhgGXbt2ZejQodhsNhYtWoTZbCYmJoaEhATq6+spLi4mNTWV/Px8e4C9n7o6AoVLERERaTPbt2/n6tWrvPnmm4wbNw6A+Ph40tPT2blzJ9OnT3dY6TMMg5EjRwJQVFREZWUlWVlZTJ482d4nNjaW5ORkNm7cSF5eHgATJkxwmvvy5cusW7eOPn36sGLFCqfrJpOJiIgIPD092bt3L2azmVmzZpGenm7vExcXR0JCAmvXrmXHjh33XVdHoHcuRUREpM2cP38egGeeecahfcyYMQCcPn3a3lZbW8vZs2eJiooCwGw24+npSVxcnMPYgQMHEhoaSnl5+V3nXr16NZ9//jlLliyhW7duDtdu3bpFWVmZfa7mR+ZTp0516BcQEEB4eDhVVVU0NDS4pK5HjVYuRURE2pFxe2oedgmt+q+J/l/5HsHBwZjNZs6dO8eQIUPs7c2h08/Pz95mGAZeXl4MGzYMgJUrV1JXV4e7u7vDPW02G/X19U7va/6tI0eO8N///d9MmDCB8PBwp+vHjh2jsbGRp59+GoD58+cTHx+Pv7/zZ66rqwOwz/dV6noUKVyKiIi0I0drbz3sEr5WSUlJlJaWkpOTw8KFCwkKCuLQoUPs3LmTiIgIhg4dau9rMpkYPnw4nTt3BsDX1xdfX1+ne+7du5crV64wevToVuf92c9+hoeHB2lpaS1eNwyDfv36ERAQAECPHj3o0aOHU78TJ05w8uRJ+vfvj4+Pz1eu61GkcCkiIiJtxtfXlzlz5vDGG28wd+5ce3tYWBi5ubl06tQJgNu3b3P06FHmzZt31/tVVlaSm5uLu7s7KSkpLfY5ceIEFRUVTJo0ie985zst9jGZTPZH862pqamxv6uZmpr6let6VHWsdVoRERF5qLZt20ZWVhY9e/bk1Vdf5e233yYhIYGKigrS09O5du0aAMePH+fGjRv2zTwtOXXqlH1MZmYmgwYNarHfBx98AEBiYmKL1y9cuIDFYrnrXNXV1aSlpXHx4kUSExPvGkTvta5HlVYuRUREpE1cv36dgoIC/Pz8KCwstD9WHjt2LAMHDiQ7O5vCwkIyMjIwmUyEhIQQGBjY4r0Mw2DZsmU0NjaSmZlJfHx8i/1u3bqFYRgMGjSIkJCQFvuYTCa8vb0JCwtr8XpFRQWZmZl89tlnzJw5k4yMjFY/473W9ShTuBQREWlHIvw8H3YJX5vz589jtVqJjo62B8tm48ePZ9WqVfZd2oZh2Hdu/73i4mLWrFmDm5sbOTk5jB8/vtU5y8rKuHHjBs8++2yrfUwmE5GRkXh4OMeigwcPsnz5cqxWKxkZGa2uft5vXY8yhUsREZF2xBU7stur5o05d+7ccbpms9loamrCZrNx6dIlqqqqWLRokVO/oqIi8vLy8PHxYfXq1S3u/P5bx44dA+Cf//mfW7xutVr56KOPWpxr//79LF26FHd3d9566y1iYmJaned+63qU6Z1LERERaROhoaEEBgayb98+amocj1zavXs3VquVESNGYBgG3bp1c9g5DnD48GHy8/Pp3r07W7ZsuacA96c//QkvL69WH4mXl5djtVrtRxA1O3PmDNnZ2Xh4eLB+/fq7BssHqetRppVLERERaRNubm4sWbKEl19+maSkJKZMmUKvXr34+OOPKSkpISQkhOTkZF577TUiIiKcHlOvW7cOm83GqFGjOH36tMOB683+/pd5LBYLAQEBrZ41aRgGAwYMcDpKaMOGDVitVqKioqipqaGkpMRpbHR0NF5eXg9U16OsU0NDg+1hFyEiItJR1NbWOhwU3hF98sknbN261X5wub+/P2PHjiUlJYUuXboQGxvLggULeO655+xjLl265PQLOC1pfmez2ahRo+jfvz+/+MUvWuw/depUYmNjHc6/vH37NmPGjOHWrbufObpr1y7c3NweqK6vqj1/jxQuRURE2lB7DgXyzdGev0d651JEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXMbjYRcgIiIiHYvFYmHz5s2UlZXR2NhIUFAQkydP5oUXXsDNzXHd69ixY8yePZsPP/yQoKAgGhoaeO+99zh06BC1tbV4e3vz1FNPMXv2bIKDgx3GXrlyhXfffReTycTnn3+Ov78/P/jBD/jJT35C586dneq6fPkykyZNYtOmTURERHDz5k0KCwvZt28fFy9exMvLi7CwMFJSUnjyyScdxt5PXY86hUsRERFpM9XV1aSkpGC1Wpk2bRq9e/fmwIED5OXlYbFYWLx4sUN/k8lEnz59CAoKwmq1kpaWRlVVFRMnTmTw4MFUV1dTXFxMaWkpBQUF9O3bF4Dr16/z05/+lMuXLxMXF8eAAQMoKyvjF7/4BX/6059Yv369U22GYdC1a1eGDh2KzWZj0aJFmM1mYmJiSEhIoL6+nuLiYlJTU8nPzycyMhLgvurqCBQuRUREpM1s376dq1ev8uabbzJu3DgA4uPjSU9PZ+fOnUyfPt1hpc8wDEaOHAlAUVERlZWVZGVlMXnyZHuf2NhYkpOT2bhxI3l5eQDs3r2b6upq5s6dS1JSEgBTp05l5cqV/PrXv+bw4cM8/fTTDrWZTCYiIiLw9PRk7969mM1mZs2aRXp6ur1PXFwcCQkJrF27lh07dtx3XR2B3rkUERGRNnP+/HkAnnnmGYf2MWPGAHD69Gl7W21tLWfPniUqKgoAs9mMp6cncXFxDmMHDhxIaGgo5eXl/3Ce6Ohop3kAbt26RVlZmX2uI0eOAF8G0r8VEBBAeHg4VVVVNDQ03HddHYFWLkVERNoRr5z0f9zpIflixc++8j2Cg4Mxm82cO3eOIUOG2Nubw6Cfn5+9zTAMvLy8GDZsGAArV66krq4Od3d3h3vabDbq6+sd3tf87ne/C8C5c+ccHklbLBaneeDLdzsbGxvtq5nz588nPj4ef39/p89QV1cHYJ/vfurqCBQuRURE2hH3yoqHXcLXKikpidLSUnJycli4cCFBQUEcOnSInTt3EhERwdChQ+19TSYTw4cPt2++8fX1xdfX1+mee/fu5cqVK4wePdre9txzz7F//37y8/Pp0qUL/fv358SJE2zdupW+ffvyL//yLw73MAyDfv36ERAQAECPHj3o0aOH01wnTpzg5MmT9O/fHx8fn/uuqyNQuBQREZE24+vry5w5c3jjjTeYO3euvT0sLIzc3Fw6deoEwO3btzl69Cjz5s276/0qKyvJzc3F3d2dlJQUe3vXrl1JS0tj+fLlLFy40N7ep08f3nnnHb71rW853MdkMtkfzbempqaGFStWAJCamvpAdXUEHWudVkRERB6qbdu2kZWVRc+ePXn11Vd5++23SUhIoKKigvT0dK5duwbA8ePHuXHjhn0zT0tOnTplH5OZmcmgQYPs1373u98xd+5cbDYbL774Irm5ufz0pz+ltraW1NRULl++bO974cIFLBbLXeeqrq4mLS2NixcvkpiYeNcgere6OgKtXIqIiEibuH79OgUFBfj5+VFYWGh/rDx27FgGDhxIdnY2hYWFZGRkYDKZCAkJITAwsMV7GYbBsmXLaGxsJDMzk/j4eIfrGzdupEuXLhQUFBAUFAR8uWlo+PDhpKWlkZeXx6pVq4AvVy29vb0JCwtrca6KigoyMzP57LPPmDlzJhkZGa1+xn9UV0egcCkiItKO3Ok7+GGX8LU5f/48VquV6Ohoe7BsNn78eFatWmXfpW0Yhn3n9t8rLi5mzZo1uLm5kZOTw/jx4x2uNzQ0UFNTQ1RUlD1YNgsPD+e73/0uR48etbeZTCYiIyPx8HCORQcPHmT58uVYrVYyMjJITExs9fP9o7o6CoVLERGRdsQVO7Lbq+aNOXfu3HG6ZrPZaGpqwmazcenSJaqqqli0aJFTv6KiIvLy8vDx8WH16tWEh4c79fHw8KBTp040NTW1WMedO3ew2WzAlwegf/TRRy3OtX//fpYuXYq7uztvvfUWMTExrX62e6mro9A7lyIiItImQkNDCQwMZN++fdTU1Dhc2717N1arlREjRmAYBt26dXPYOQ5w+PBh8vPz6d69O1u2bGk1wHl7e/NP//RPHD16lDNnzjjd4y9/+QsjRowAoLy8HKvV6nSg+pkzZ8jOzsbDw4P169ffNVjea10dRaeGhgbbwy5CRESko6itrXU6Y7EjMZvNvPzyy/j4+DBlyhR69erFxx9/TElJCcHBwRQUFPDaa6/h7u7O6tWrHcZOmzYNi8XCxIkTiYiIaPH+EyZMAODs2bOkpqZis9mYOnUqjz/+OGfOnGHXrl34+Pjwi1/8gsDAQNasWcOJEyf45S9/6XCf+fPnYzabiYqK4tlnn21xrujoaLy8vO6rLldpz98jhUsREZE21J5DQVv55JNP2Lp1q/3gcn9/f8aOHUtKSgpdunQhNjaWBQsW8Nxzz9nHXLp0yekXcFrS/M4mwKeffsp7772H2Wzm888/p1evXowcOZJ//dd/tf8/mDp1KrGxsaSlpdnH3b59mzFjxnDr1q27zrVr1y7c3Nzuuy5XaM/fI4VLERGRNtSeQ4F8c7Tn75HeuRQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl/F42AWIiIhIx2KxWNi8eTNlZWU0NjYSFBTE5MmTeeGFF3Bzc1z3OnbsGLNnz+bDDz8kKCiIhoYG3nvvPQ4dOkRtbS3e3t489dRTzJ49m+DgYIexly5d4t133+Xw4cNYrVZCQkJ44YUXmDBhQot1Xb58mUmTJrFp0yYiIiK4efMmhYWF7Nu3j4sXL+Ll5UVYWBgpKSk8+eSTDmPvp65HncKliIiItJnq6mpSUlKwWq1MmzaN3r17c+DAAfLy8rBYLCxevNihv8lkok+fPgQFBWG1WklLS6OqqoqJEycyePBgqqurKS4uprS0lIKCAvr27QvAxYsXSU5Opr6+nh/+8IcMHjyY8vJysrOz+eSTT1iwYIFTbYZh0LVrV4YOHYrNZmPRokWYzWZiYmJISEigvr6e4uJiUlNTyc/PJzIyEuC+6uoIFC5FRESkzWzfvp2rV6/y5ptvMm7cOADi4+NJT09n586dTJ8+3WGlzzAMRo4cCUBRURGVlZVkZWUxefJke5/Y2FiSk5PZuHEjeXl5AKxfv566ujoWL17MlClT7PN85zvf4T/+4z8YM2YM4eHhDrWZTCYiIiLw9PRk7969mM1mZs2aRXp6ur1PXFwcCQkJrF27lh07dtx3XR2B3rkUERGRNnP+/HkAnnnmGYf2MWPGAHD69Gl7W21tLWfPniUqKgoAs9mMp6cncXFxDmMHDhxIaGgo5eXlANy6dQvDMHjiiSccwh5AcnIyAB9++KFD+61btygrK7PPdeTIEQCmTp3q0C8gIIDw8HCqqqpoaGi4r7o6Cq1cioiItCNflL30sEtoldfw/K98j+DgYMxmM+fOnWPIkCH29ubQ6efnZ28zDAMvLy+GDRsGwMqVK6mrq8Pd3d3hnjabjfr6evv7mg0NDVitVvr160enTp0c+j722GN8+9vfpqKiwqH92LFjNDY28vTTTwMwf/584uPj8ff3d/oMdXV1APb57rWujkLhUkREpB1puvrJwy7ha5WUlERpaSk5OTksXLiQoKAgDh06xM6dO4mIiGDo0KH2viaTieHDh9O5c2cAfH198fX1dbrn3r17uXLlCqNHjwbAy8sLgBs3bjj1vXPnDteuXePmzZsO7YZh0K9fPwICAgDo0aMHPXr0cBp/4sQJTp48Sf/+/fHx8bmvujoKhUsRERFpM76+vsyZM4c33niDuXPn2tvDwsLIzc21rzTevn2bo0ePMm/evLver7KyktzcXNzd3UlJSQHA29ubvn37cuLECS5evEhgYKC9/4EDB7h9+zZNTU0O9zGZTPZH862pqalhxYoVAKSmpt53XR1Fx1qnFRERkYdq27ZtZGVl0bNnT1599VXefvttEhISqKioID09nWvXrgFw/Phxbty4Yd/M05JTp07Zx2RmZjJo0CD7tdTUVKxWKy+++CKHDx+murqa3/72t/zbv/0bPj4+eHj8v/W1CxcuYLFY7jpXdXU1aWlpXLx4kcTExLsG0bvV1RFo5VJERETaxPXr1ykoKMDPz4/CwkL7Y+WxY8cycOBAsrOzKSwsJCMjA5PJREhIiMOq498yDINly5bR2NhIZmYm8fHxDtfHjh3L8uXLyc/P58UXXwSge/fuvPjii/z+97+nsrLS3tdkMuHt7U1YWFiLc1VUVJCZmclnn33GzJkzycjIaPUz/qO6OgKFSxERkXbEzWfgwy7ha3P+/HmsVivR0dH2YNls/PjxrFq1yr5L2zAM+87tv1dcXMyaNWtwc3MjJyeH8ePHt9hv0qRJPPvss5w5cwY3Nzf69etH586dee+993j88cft/UwmE5GRkQ6rmc0OHjzI8uXLsVqtZGRkkJiY2Ornu9e6HnUKlyIiIu2IK3Zkt1fNG3Pu3LnjdM1ms9HU1ITNZuPSpUtUVVWxaNEip35FRUXk5eXh4+PD6tWrnc6qbGYYBlevXmXChAkOv6Zz7tw5Ll26xA9/+EPgywPQP/rooxbn2r9/P0uXLsXd3Z233nqLmJiYVj/bvdbVEeidSxEREWkToaGhBAYGsm/fPmpqahyu7d69G6vVyogRIzAMg27dujnsHAc4fPgw+fn5dO/enS1bttw1wP3Xf/0Xr7/+uv2II/jyLMsNGzbQpUsX+/mV5eXlWK1W+xFEzc6cOUN2djYeHh6sX7/+rsHyfurqCLRyKSIiIm3Czc2NJUuW8PLLL5OUlMSUKVPo1asXH3/8MSUlJYSEhJCcnMxrr71GRESE02PqdevWYbPZGDVqFKdPn3Y4cL1Z8++G//jHP+YPf/gD8+fPZ9q0aXzrW9+ipKSEkydPsnTpUvvRQYZhMGDAAKejhDZs2IDVaiUqKoqamhpKSkqc5oqOjsbLy+u+6uoIOjU0NNgedhEiIiIdRW1trcNB4R3RJ598wtatW+0Hl/v7+zN27FhSUlLo0qULsbGxLFiwgOeee84+5tKlS06/gNOS5nc24cuNOFu2bKGiooKmpiYGDBjArFmzGDFihL3P1KlTiY2NJS0tzd52+/ZtxowZw61bt+46165du3Bzc7vvulyhPX+PFC5FRETaUHsOBfLN0Z6/R3rnUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRE/n/27j2uqjLv+/gHOQThg4yKjjlDEWmmaJ7AESaxkWwqbzJPA0EFNw6Co1tRmMkxNbVpMjJFm3FoYGxOGfPSsMbGp/L20Tv3VjyAejOQAeEhENihqGBsNrafP3y57/ZscEp3iPJ9/1Ne63et61rrxR/f17XWtbaIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMt43OgJiIiISNdy4sQJfve733Hw4EEuXrxI//79eeKJJ/jJT35Ct26O615FRUXMmjWL/Px8+vfvT1NTE2+88QY7d+6krq6Ovn37MmnSJOLj4/HwcIw1zc3N/PGPf+T999/HbDbTt29fJk+eTGxsLO7u7k7zqq2t5T/+4z/4zW9+Q2hoKM3NzWzcuJEdO3Zw+vRpfHx8GDZsGElJSYSEhDj0bWho4Pe//z179uzBbDbTvXt3Ro0axaxZs7jrrrtcfg87M4VLERER6TDV1dUkJSVhsViYPn06d9xxB7t27WLNmjWcOHGCZ5991qHeZDIRGBhI//79aW1tJS0tjf/5n/8hOjqae++9l6NHj/Lb3/6WI0eOsGbNGnu/L7/8kmeffZa9e/fyH//xHwwZMoSCggLWrVvHyZMn+eUvf+k0N6PRyO23387w4cOx2WxkZGRQUFDAhAkTiI2N5ezZs2zZsoXk5GTWrl1LWFgYABaLhdTUVCorK5k0aRKDBw+murqaLVu2sG/fPnJycggODv52b2wnonApIiIiHeavf/0r58+f51e/+hUPPfQQANOmTWP27Nm8/fbbxMTEOKz0GY1GwsPDAdi+fTuHDx9mzpw5PP300wBMmTKF7t2787e//Y39+/fbA99//dd/YTKZ+NnPfsYzzzwDwBNPPMGvf/1r8vPziY6Odlp9NJlMhIaG4unpyfvvv09BQQEJCQnMnj3bXhMdHU1sbCyrV68mLy8PgE2bNlFRUcGiRYt44okn7LVRUVEkJiby2muvOQTfW53CpYiISCfy+nsrbvQU2pX82NLrPsfJkycB+OEPf+jQHhkZycGDB/nkk0/s4dJsNlNeXs68efMAaGxs5J577uHxxx936DtmzBj+9re/8fHHH9vD5XvvvYenpyczZsxwqH366afJz89n27ZtDuHSarVy8OBB5s+fD8D+/fsBmDp1qkP/vn37MnLkSP77v/+bhoYG/P39KSgowNPTk+joaIfaQYMGcffdd1NYWPhNb9NNTeFSRESkEzllrrjRU/hW3XXXXRQUFPDpp58yZMgQe/uV0BkQEGBvMxqN+Pj4MGLECABiY2OJjY11OuexY8cA6Nevn72tuLiY4OBgfHx8HGr79+/Pd77zHf75z386tBcVFXHx4kXGjh0LwNy5c5k2bRp9+vRxGu/MmTMA9vdDV65cyZkzZ5ze47TZbJw9e9bpPdJbXde6WhEREbmhnnnmGe68805WrFjBgQMHqK6u5m9/+xtvv/02oaGhDB8+3F5rMpkYPXo0Xl5eTuexWCwcP36cN954gz/84Q8MGTKE8ePHA5c38pw/f56+ffu2OYc+ffpQXV3t0GY0Grnnnnvsffz9/bnvvvtwc3NzqDty5AjFxcUMGDAAPz8/AHr37s3AgQOdxnn//ff5/PPPGTVq1Ne+P7cCrVyKiIhIh+nduzcpKSm88MIL/OxnP7O3Dxs2jMzMTHuYa21t5cCBA8yZM6fN82zdupXVq1cD8J3vfIdf/OIXeHp6ApcfnwPcfvvtbfb19vbmiy++cGgzmUxERkZede51dXUsXXr51YDk5OSr1lZUVJCZmYm7uztJSUlXrb3VaOVSREREOswf//hHFi1aRM+ePfnFL37BqlWriI2NpaSkhNmzZ3PhwgUADh8+TFNTk30zz78KCQkhMzOT9PR0vLy8SEpK4qOPPgIuP47+6n//lc1mc3iEXVVVxYkTJ9odCy7vck9NTeX06dPEx8dfNYgeO3bMfi0LFy7kvvvuu/pNucVo5VJERKQT+X7ArfvJmsbGRnJycggICGDjxo32x8oPPvgggwYNYtmyZWzcuBGDwYDJZCIoKMjhPcqv+ur7mpGRkcTExPDKK6/wwAMP2Fcsm5ub2+zb3NyMr6+v/d8mk4nu3bszbNiwNutLSkpYuHAh9fX1xMXFYTAY2r1Go9HIc889x8WLF1m4cCHTpk27+k25BSlcioiIdCKu2JHdWZ08eRKLxcL48ePtwfKKhx9+mJdeesm+S9toNBIREfG1zntlB/dHH31k38Ht7+9PXV1dm/V1dXUOodVkMhEWFub0EXaA3bt3s2TJEiwWCwaDgfj4+HbnsWXLFl555RW6devGihUrePjhh7/W/G81eiwuIiIiHeLKxpxLly45HbPZbHz55ZfYbDZqamqorKx0ekydlpbG448/Tmtrq1P/ixcv0q1bN/sYQ4YMoaKiwmn1sqqqioaGBvsqpcVi4dChQ20G2Z07d/Lss8/y5Zdf8uKLL141WG7atIlVq1bh6+vL+vXru2ywBIVLERER6SB33303/fr1Y8eOHU6riu+88w4Wi4UxY8ZgNBrx9fV12DkOlz81dPr0af7+9787tBcVFVFUVERoaKj9kfiPf/xjLBaL/UPnV/zpT38CYNKkSQAUFhZisVjsnyC6oqysjGXLluHh4UFWVhYTJkxo97r27t3L2rVr6dGjB9nZ2YwcOfLr35RbkB6Li4iISIfo1q0bv/zlL1mwYAHPPPMMU6ZMoVevXhw9epTt27cTFBREYmIizz//PKGhoU6PqWfOnInJZCIzM5Njx45x77338umnn5Kfn4+/vz8///nP7bUTJ07knXfe4be//S3V1dUMHjyYffv28V//9V9Mnz6de++9F7j8+H3gwIH07t3bYax169ZhsViIiIigrq6O7du3O13P+PHj8fHx4dVXX8Vms/HAAw/wySef8MknnzjVPvLII664hTcFt4aGhra3UomIiIjLmc1mhw+Fd0Uff/wxubm59g+X9+nThwcffJCkpCRuu+02oqKiSEtLY/LkyU59z549S3Z2Nh999BFnzpyhV69eREREMHPmTKf7+sUXX/D73/+eDz74gIaGBu644w6eeOIJfvKTn9g/bD516lSioqJITU2192ttbSUyMhKr1XrV69i6dSvdunVz+mWetlx5l9RVOvPfkcKliIhIB+rMoUBuHp3570jvXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiEiHOnHiBIsWLeKhhx4iIiKCGTNmsGnTJr788kun2qKiIsLCwqiqqgKgqamJ3/zmN0ydOpUHHniAadOm8cYbb9Da2nrVMaurq4mMjGTbtm3t1tTW1hIWFsaBAwcAaG5uZsOGDUydOpXw8HAmTJhAWloaxcXFTn0bGhrIzMzk8ccfJzw8nIkTJ7Jo0SKOHz/+De7MrcHjRk9AREREuo7q6mqSkpKwWCxMnz6dO+64g127drFmzRpOnDjBs88+61BvMpkIDAykf//+tLa2kpaWxv/8z/8QHR3Nvffey9GjR/ntb3/LkSNHWLNmTZtjnjlzhrS0NL744ourzs1oNHL77bczfPhwbDYbGRkZFBQUMGHCBGJjYzl79ixbtmwhOTmZtWvXEhYWBoDFYiE1NZXKykomTZrE4MGDqa6uZsuWLezbt4+cnByCg4NdcwNvAgqXIiIi0mH++te/cv78eX71q1/x0EMPATBt2jRmz57N22+/TUxMDHfddZe93mg0Eh4eDsD27ds5fPgwc+bM4emnnwZgypQpdO/enb/97W/s37/fHviuKCoqYunSpdTW1v7buZlMJkJDQ/H09OT999+noKCAhIQEZs+eba+Jjo4mNjaW1atXk5eXB8CmTZuoqKhg0aJFPPHEE/baqKgoEhMTee2119oNvrciPRYXERGRDnPy5EkAfvjDHzq0R0ZGAvDJJ5/Y28xmM+Xl5URERADQ2NjIPffcw+OPP+7Qd8yYMQB8/PHHDu0vv/wys2bNwmazOYS+tlitVg4ePGgfa//+/QBMnTrVoa5v376MHDmSyspKGhoaACgoKMDT05Po6GiH2kGDBnH33XdTWFh41bFvNVq5FBER6UTeeeedGz2Fdv1rqLsWd911FwUFBXz66acMGTLE3n4ldAYEBNjbjEYjPj4+jBgxAoDY2FhiY2Odznns2DEA+vXr59BeVlZGfHw8//mf/8muXbvIz89vd15FRUVcvHiRsWPHAjB37lymTZtGnz59nGrPnDkDQLdul9foVq5cyZkzZ3B3d3eos9lsnD171l7XVShcioiIdCJ1dXU3egrfqmeeeYZ9+/axYsUK0tPT6d+/P3v27OHtt98mNDSU4cOH22tNJhOjR4/Gy8vL6TwWi4XTp0+za9cu/vCHPzBkyBDGjx/vUPOb3/ymzb5tMRqN3HPPPfTt2xcAf39//P39neqOHDlCcXExAwYMwM/PD4DevXvTu3dvp9r333+fzz//nHHjxn2tOdwqFC5FRESkw/Tu3ZuUlBReeOEFfvazn9nbhw0bRmZmJm5ubgC0trZy4MAB5syZ0+Z5tm7dyurVqwH4zne+wy9+8Qs8PT0dar5usITLQfbKo/n21NXVsXTpUgCSk5OvWltRUUFmZibu7u4kJSV97XncCrrWOq2IiIjcUH/84x9ZtGgRPXv25Be/+AWrVq0iNjaWkpISZs+ezYULFwA4fPgwTU1N9s08/yokJITMzEzS09Px8vIiKSmJjz766JrmVFVVxYkTJ9odCy7vck9NTeX06dPEx8dfNYgeO3bMfi0LFy7kvvvuu6Z53ay0cikiIiIdorGxkZycHAICAti4caP9sfKDDz7IoEGDWLZsGRs3bsRgMGAymQgKCnJ6j/KKr76vGRkZSUxMDK+88goPPPDAN56XyWSie/fuDBs2rM3jJSUlLFy4kPr6euLi4jAYDO2ey2g08txzz3Hx4kUWLlzItGnTvvF8bnYKlyIiIp1IWxtIbhUnT57EYrEwfvx4e7C84uGHH+all16y79I2Go32ndv/zpUd3B999BENDQ1tvit5NSaTibCwMDw8nGPR7t27WbJkCRaLBYPBQHx8fLvn2bJlC6+88grdunVjxYoVPPzww99oHrcKhUsREZFOxBU7sjurK+9AXrp0yemYzWbjyy+/xGazUVNTQ2VlJRkZGQ41aWlpfPrpp2zZssUpCF68eJFu3bp9o/cs4fLGoEOHDjmNBbBz504WL16Mu7s7L774IhMmTGj3PJs2bWLNmjX4+fnx8ssvM3LkyG80j1uJ3rkUERGRDnH33XfTr18/duzY4bQr/p133sFisTBmzBiMRiO+vr4OO8fh8qeGTp8+zd///neH9qKiIoqKiggNDeX222//RnMqLCzEYrHYP0F0RVlZGcuWLcPDw4OsrKyrBsu9e/eydu1aevToQXZ2dpcOlqCVSxEREekg3bp145e//CULFizgmWeeYcqUKfTq1YujR4+yfft2goKCSExM5Pnnnyc0NNRpdXLmzJmYTCYyMzM5duwY9957L59++in5+fn4+/vz85///BvPyWg0MnDgQKdPCa1btw6LxUJERAR1dXVs377dqe/48ePx8fHh1VdfxWaz8cADD/DJJ584fAj+ikceeeQbz+1mpXApIiIiHWbMmDHk5uaSm5tLXl4eFy9epE+fPjz55JMkJSVx2223cfDgQdLS0pz69uzZk40bN5Kdnc1HH33EO++8Q69evXjssceYOXOmwwfYv669e/cSFRXl0Nba2mr/VR2j0YjRaGyz79atWzl37hwnTpwAYNu2bWzbtq3N2q4ULt0aGhpsN3oSIiIiXYXZbL6mECTyVZ3570jvXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiISIeqqKggPT2dH/3oRzz44IOkpKRgNBrbrC0qKiIsLIyqqiqnYxcuXGDSpEm8/vrr7Y7V0tLCuHHjePfddwFobW3lr3/9K7Gxsfzwhz9k/PjxpKSksHfvXqe+zc3NbNiwgalTpxIeHs6ECRNIS0ujuLj4Gq+8a1C4FBERkQ5TUlJCUlISJpOJRx99lNTUVDw9PUlLS+Ott95yqjeZTAQGBtK/f3+H9ubmZtLT06mrq7vqeIcOHaK5uZmxY8cC8NJLL5GVlUXv3r0xGAwkJiZSV1fH/Pnz2bZtm72fzWYjIyODjRs3MnDgQBYsWEBMTAylpaUkJyezf/9+F9yNW5PHjZ6AiIiIdB2rVq3i4sWLZGVl2QPf9OnTWbx4MevXryc8PJzAwEB7vdFoJDw83OEcFRUVPPfcc1RUVPzb8UwmEwMHDiQgIICjR4/y7rvvMnHiRF544QV7zdSpU4mLi2Pt2rU8/PDDeHp68sEHH1BQUEBCQgKzZ8+210ZHRxMbG8vq1avJy8u73ttxS9LKpYiIiHSI2tpaSktLCQ0NtQdLADc3NxISErBarQ6rh2azmfLyciIiIuxtb7zxBvHx8ZjNZp588sl/O6bJZLKH0yurjVOnTnWo6d69O5GRkZw/f56ysrKr1vbt25eRI0dSWVlJQ0PDN7j6rkMrlyIiIp1I3uS/3ugptOsnW+Ouq39tbS0AAwYMcDp2ZbWytLTU3mY0GvHx8WHEiBH2tmPHjjFp0iRmzZrFiRMnePPNN9sd77PPPuPUqVP2cBkTE8O4ceO48847nWrPnDkDgLu7OwBz585l2rRp9OnTp93abt20RtcWhUsREZFOpKbo9I2ewrfGx8cHgKamJqdjV1YBzWazvc1kMjF69Gi8vLzsbcuXL7f/+8SJE1cdz2g04ufnx9ChQ4HLK5QDBw50qquqqmLXrl306NGD4OBgAPz9/fH393eqPXLkCMXFxQwYMAA/P7+rjt9VKXKLiIhIhwgKCsLPz489e/bQ2NjocGzHjh0AWCwW4PKu7gMHDji9b/nVoPnvGI1GxowZY1+NbEtjYyOLFi2ipaWFmTNn4uHR/rpbXV0dS5cuBSA5Oflrz6OrUbgUERGRDuHh4UFiYiL19fUYDAYKCwupqqoiLy+P3NxcfH197eHu8OHDNDU1OYXLr6u5uZmioqKr9j937hwGg4GPP/6YqKgoZsyY0W5tdXU1qampnD59mvj4eCIjI69pXl2BHouLiIhIh4mLi8NqtZKbm0tKSgpweZPMypUrWbNmjf1Rs8lkIigoiH79+l3TOAcPHqSlpcVh49BXnTp1irS0NE6ePMlDDz3E8uXLcXNza7O2pKSEhQsXUl9fT1xcHAaD4Zrm1FUoXIqIiHQi3x1xbWHqZpKQkMCMGTMoLy/H29ub4OBgLl26RE1NDSEhIcDlR9pf3SX+TZlMJgYNGkTPnj2djh09epT09HQaGhqIiYlh/vz57W7O2b17N0uWLMFisWAwGIiPj7/mOXUVCpciIiKdyPXuyO7sPvzwQ7y8vIiMjGTYsGH29n379mG1Whk1ahQ1NTVUVlaSkZFxzeNc+Uj7vzpy5AgGgwGLxWL/MHp7du7cyeLFi3F3d+fFF19kwoQJ1zyfrkThUkRERDrM5s2bKS8v5+2336ZHjx7A5U012dnZBAQEMHHiRN577z18fX0ZPnz4NY1x/PhxqqurnR6Jm81mMjIyaG5uZvny5fz4xz9u9xxlZWUsW7YMDw8P1q5dy6hRo65pLl2RwqWIiIh0mKSkJObNm0dKSgqTJ0/GZrORn59PVVUVmZmZeHt7YzKZCA0NverO7asxGo34+/szZMgQh/acnBwaGhoICQnBZrOxfft2p75hYWH06tWLdevWYbFYiIiIoK6urs3a8ePH2z+vJP9L4VJEREQ6TFhYGFlZWeTk5JCdnY2HhwdDhw5l2bJlDB48GKvVysGDB0lLS7vmMfbu3csPfvADp/coCwoKACguLqa4uLjNvhs2bKBHjx4UFhYCl4Oq0Whss3br1q0Kl21wa2hosN3oSYiIiHQVZrOZgICAGz0Nucl15r8jfedSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFzG40ZPQERERLqWiooKNmzYQGFhITabjXvvvZennnqKiIgIp9qioiJmzZpFfn4+/fv3p6Ghgd///vfs2bMHs9lM9+7dGTVqFLNmzeKuu+5y6t/S0kJUVBTp6elER0fT2tpKXl4e27Zt49SpU3h4eDBo0CCeeeYZxo4d69C3ubmZjRs3smPHDk6fPo2Pjw/Dhg0jKSmJkJCQb+v23PS0cikiIiIdpqSkhKSkJEwmE48++iipqal4enqSlpbGW2+95VRvMpkIDAykf//+WCwWUlNT2bJlC6GhofbAuG/fPhITE6moqHDqf+jQIZqbm+3B8aWXXiIrK4vevXtjMBhITEykrq6O+fPns23bNns/m81GRkYGGzduZODAgSxYsICYmBhKS0tJTk5m//79395Nuslp5VJEREQ6zKpVq7h48SJZWVn2wDd9+nQWL17M+vXrCQ8PJzAw0F5vNBoJDw8HYNOmTVRUVLBo0SKeeOIJe01UVBSJiYm89tprrFmzxmE8k8nEwIEDCQgI4OjRo7z77rtMnDiRF154wV4zdepU4uLiWLt2LQ8//DCenp588MEHFBQUkJCQwOzZs+210dHRxMbGsnr1avLy8r6Ve3Sz08qliIiIdIja2lpKS0sJDQ11eATt5uZGQkICVqvVYfXQbDZTXl5uf1xeUFCAp6cn0dHRDucdNGgQd999N4WFhU5jmkwmezi9sto4depUh5ru3bsTGRnJ+fPnKSsru2pt3759GTlyJJWVlTQ0NFzLbbjlaeVSRESkE3loW92NnkK7PpzU57r619bWAjBgwACnY1dWK0tLS+1tRqMRHx8fRowYAcDKlSs5c+YM7u7uDn1tNhtnz56lWzfHNbPPPvuMU6dO2cNlTEwM48aN484773Qa/8yZMwD2c8+dO5dp06bRp4/zNV+p/dfx5DKFSxERkU7kgNl6o6fwrfHx8QGgqanJ6diVVUCz2WxvM5lMjB49Gi8vLwB69+5N7969nfq+//77fP7554wbN86h3Wg04ufnx9ChQ4HLK5QDBw506l9VVcWuXbvo0aMHwcHBAPj7++Pv7+9Ue+TIEYqLixkwYAB+fn5f46q7HkVuERER6RBBQUH4+fmxZ88eGhsbHY7t2LEDAIvFAkBraysHDhywrzq2p6KigszMTNzd3UlKSnI4ZjQaGTNmjNNK51c1NjayaNEiWlpamDlzJh4e7a+71dXVsXTpUgCSk5OvOq+uTOFSREREOoSHhweJiYnU19djMBgoLCykqqqKvLw8cnNz8fX1tYe7w4cP09TUdNVweezYMWbPns2FCxdYuHAh9913n/1Yc3MzRUVFV+1/7tw5DAYDH3/8MVFRUcyYMaPd2urqalJTUzl9+jTx8fFERkZewx3oGvRYXERERDpMXFwcVquV3NxcUlJSgMubZFauXMmaNWvsj5pNJhNBQUH069evzfMYjUaee+45Ll68yMKFC5k2bZrD8YMHD9LS0uL07corTp06RVpaGidPnuShhx5i+fLluLm5tVlbUlLCwoULqa+vJy4uDoPBcK2X3yUoXIqIiHQioQGeN3oK37qEhARmzJhBeXk53t7eBAcHc+nSJWpqauwfJzcajW1+VB1gy5YtvPLKK3Tr1o0VK1bw8MMPO9WYTCYGDRpEz549nY4dPXqU9PR0GhoaiImJYf78+e1uztm9ezdLlizBYrFgMBiIj4+/jivvGhQuRUREOpHr3ZHd2X344Yd4eXkRGRnJsGHD7O379u3DarUyatQoampqqKysJCMjw6n/pk2b7CucL7/8MiNHjmxznCsfaf9XR44cwWAwYLFY7B9Gb8/OnTtZvHgx7u7uvPjii0yYMOEarrjrUbgUERGRDrN582bKy8t5++236dGjB3B5U012djYBAQFMnDiR9957D19fX4YPH+7Qd+/evaxdu5YePXrwu9/9zr6z+18dP36c6upqp0fiZrOZjIwMmpubWb58OT/+8Y/bnWdZWRnLli3Dw8ODtWvXMmrUqOu78C5E4VJEREQ6TFJSEvPmzSMlJYXJkydjs9nIz8+nqqqKzMxMvL29MZlMhIaGOu3cfvXVV7HZbDzwwAN88sknfPLJJ07nf+SRRzAajfj7+zNkyBCHYzk5OTQ0NBASEoLNZmP79u1O/cPCwujVqxfr1q3DYrEQERFBXV1dm7Xjx4+3f15J/pdbQ0OD7UZPQkREpKswm80EBATc6GncUPv37ycnJ4fy8nI8PDwYOnQoSUlJDB48GKvVSlRUFGlpaUyePNnep6amxumXedo795w5c+jZsycrVqxwODZ58mSqq6uv2n/Dhg3cf//9REZGYrVe/ZujW7du5Y477vi3c/o2dOa/I4VLERGRDtSZQ4HcPDrz35G+cykiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi7jcaMnICIiIl1LRUUFGzZsoLCwEJvNxr333stTTz1FRESEU21RURGzZs0iPz+f/v3709TUxBtvvMHOnTupq6ujb9++TJo0ifj4eDw8nGNNS0sLUVFRpKenEx0dTWtrK3l5eWzbto1Tp07h4eHBoEGDeOaZZxg7dqxD3+bmZjZu3MiOHTs4ffo0Pj4+DBs2jKSkJEJCQr61+3Oz08qliIiIdJiSkhKSkpIwmUw8+uijpKam4unpSVpaGm+99ZZTvclkIjAwkP79+9Pa2kpaWhp/+ctfGD16NGlpaYSEhPDb3/6WjIyMNsc7dOgQzc3N9uD40ksvkZWVRe/evTEYDCQmJlJXV8f8+fPZtm2bvZ/NZiMjI4ONGzcycOBAFixYQExMDKWlpSQnJ7N///5v5wbdArRyKSIiIh1m1apVXLx4kaysLHvgmz59OosXL2b9+vWEh4cTGBhorzcajYSHhwOwfft2Dh8+zJw5c3j66acBmDJlCt27d+dvf/sb+/fvJywszGE8k8nEwIEDCQgI4OjRo7z77rtMnDiRF154wV4zdepU4uLiWLt2LQ8//DCenp588MEHFBQUkJCQwOzZs+210dHRxMbGsnr1avLy8r61+3Qz08qliIiIdIja2lpKS0sJDQ11eATt5uZGQkICVqvVYfXQbDZTXl5uf1ze2NjIPffcw+OPP+5w3jFjxgDw8ccfO41pMpns4fTKauPUqVMdarp3705kZCTnz5+nrKzsqrV9+/Zl5MiRVFZW0tDQ8I3vQVeglUsREZFOxGfF7H9fdIN8sfS319W/trYWgAEDBjgdu7JaWVpaam8zGo34+PgwYsQIAGJjY4mNjXXqe+zYMQD69evn0P7ZZ59x6tQpe7iMiYlh3Lhx3HnnnU7nOHPmDADu7u4AzJ07l2nTptGnT592a7t10xpdWxQuRUREOhH3ipIbPYVvjY+PDwBNTU1Ox66sAprNZnubyWRi9OjReHl5OdVbLBZOnz7Nrl27+MMf/sCQIUMYP368Q43RaMTPz4+hQ4cCl1coBw4c6HSuqqoqdu3aRY8ePQgODgbA398ff39/p9ojR45QXFzMgAED8PPz+1rX3dUoXIqIiEiHCAoKws/Pjz179tDY2Ej37t3tx3bs2AFcDo0Ara2tHDhwgDlz5rR5rq1bt7J69WoAvvOd7/CLX/wCT09Phxqj0ciYMWPsq5FtaWxsZNGiRbS0tDB37tw2d5xfUVdXx9KlSwFITk7+GlfcNWk9V0RERDqEh4cHiYmJ1NfXYzAYKCwspKqqiry8PHJzc/H19bWHu8OHD9PU1GR/pP2vQkJCyMzMJD09HS8vL5KSkvjoo4/sx5ubmykqKmq3P8C5c+cwGAx8/PHHREVFMWPGjHZrq6urSU1N5fTp08THxxMZGXmNd+HWp5VLERER6TBxcXFYrVZyc3NJSUkBLm+SWblyJWvWrLE/ajaZTAQFBTm9R3nFkCFD7P8fGRlJTEwMr7zyCg888AAABw8epKWlxenblVecOnWKtLQ0Tp48yUMPPcTy5ctxc3Nrs7akpISFCxdSX19PXFwcBoPhmq+/K1C4FBER6UQuBQ++0VP41iUkJDBjxgzKy8vx9vYmODiYS5cuUVNTY/84udFobPOj6m25soP7o48+oqGhAX9/f0wmE4MGDaJnz55O9UePHiU9PZ2GhgZiYmKYP39+u5tzdu/ezZIlS7BYLBgMBuLj46/9wrsIhUsREZFO5Hp3ZHd2H374IV5eXkRGRjJs2DB7+759+7BarYwaNYqamhoqKyudPoyelpbGp59+ypYtW5zejbx48SLdunWzb/658pH2f3XkyBEMBgMWi8X+YfT27Ny5k8WLF+Pu7s6LL77IhAkTrufSuwy9cykiIiIdZvPmzaxYsYJz587Z2xobG8nOziYgIICJEydiNBrx9fVl+PDhDn379evH6dOn+fvf/+7QXlRURFFREaGhodx+++0cP36c6upqp0fiZrOZjIwMmpubef75568aLMvKyli2bBkeHh5kZWUpWH4DWrkUERGRDpOUlMS8efNISUlh8uTJ2Gw28vPzqaqqIjMzE29vb0wmE6GhoU6rkzNnzsRkMpGZmcmxY8e49957+fTTT8nPz8ff35+f//znwOVH6v7+/g7vZQLk5OTQ0NBASEgINpuN7du3O80vLCyMXr16sW7dOiwWCxEREdTV1bVZO378ePvnleR/uTU0NNhu9CRERES6CrPZTEBAwI2exg21f/9+cnJyKC8vx8PDg6FDh5KUlMTgwYOxWq1ERUWRlpbG5MmTnfqePXuW7OxsPvroI86cOUOvXr2IiIhg5syZ9vs6Z84cevbsyYoVKxz6Tp48merq6qvObcOGDdx///1ERkZitVqvWrt161buuOOOb3bxLtKZ/44ULkVERDpQZw4FcvPozH9HeudSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREREXEbhUkRERERcRuFSRERERFxG4VJEREQ6VEVFBenp6fzoRz/iwQcfJCUlBaPR2GZtUVERYWFhVFVVtXn8N7/5DWFhYRw6dKjN4y0tLYwbN453330XgNbWVv76178SGxvLD3/4Q8aPH09KSgp79+516tvc3MyGDRuYOnUq4eHhTJgwgbS0NIqLi6/xyrsGhUsRERHpMCUlJSQlJWEymXj00UdJTU3F09OTtLQ03nrrLad6k8lEYGAg/fv3dzpWWFjIn//856uOd+jQIZqbmxk7diwAL730EllZWfTu3RuDwUBiYiJ1dXXMnz+fbdu22fvZbDYyMjLYuHEjAwcOZMGCBcTExFBaWkpycjL79++/zjtx6/K40RMQERGRrmPVqlVcvHiRrKwse+CbPn06ixcvZv369YSHhxMYGGivNxqNhIeHO53nwoULPP/883h4eNDS0tLueCaTiYEDBxIQEMDRo0d59913mThxIi+88IK9ZurUqcTFxbF27VoefvhhPD09+eCDDygoKCAhIYHZs2fba6Ojo4mNjWX16tXk5eW54pbccrRyKSIiIh2itraW0tJSQkND7cESwM3NjYSEBKxWq8Pqodlspry8nIiICKdzrVq1ii+//JIpU6ZcdUyTyWQPp1dWG6dOnepQ0717dyIjIzl//jxlZWVXre3bty8jR46ksrKShoaGr3nlXYtWLkVERDqRLw7Ov9FTaJfP6LXX1b+2thaAAQMGOB27slpZWlpqbzMajfj4+DBixAiH2n/84x98+OGHrF+/nsOHD7c73meffcapU6fs4TImJoZx48Zx5513OtWeOXMGAHd3dwDmzp3LtGnT6NOnT7u13bppja4tCpciIiKdyJfnP77RU/jW+Pj4ANDU1OR07MoqoNlstreZTCZGjx6Nl5eXva2qqorMzExiYmIICwu7arg0Go34+fkxdOhQ4PIK5cCBA53qqqqq2LVrFz169CA4OBgAf39//P39nWqPHDlCcXExAwYMwM/P799ec1ekyC0iIiIdIigoCD8/P/bs2UNjY6PDsR07dgBgsViAy7u6Dxw44PC+5aVLl3j++efp27evw3uQ7TEajYwZM8a+GtmWxsZGFi1aREtLCzNnzsTDo/11t7q6OpYuXQpAcnLyvx2/q1K4FBERkQ7h4eFBYmIi9fX1GAwGCgsLqaqqIi8vj9zcXHx9fe3h7vDhwzQ1NTmEy40bN1JSUsKKFSu47bbbrjpWc3MzRUVFbW4GuuLcuXMYDAY+/vhjoqKimDFjRru11dXVpKamcvr0aeLj44mMjPyGV9916LG4iIiIdJi4uDisViu5ubmkpKQAlzfJrFy5kjVr1tgfNZtMJoKCgujXrx8AxcXF5ObmEhcXR58+feyP0Zubm4HLK5ANDQ34+fnRrVs3Dh48SEtLi8PGoa86deoUaWlpnDx5koceeojly5fj5ubWZm1JSQkLFy6kvr6euLg4DAaDK2/JLUfhUkREpBPp5jfoRk/hW5eQkMCMGTMoLy/H29ub4OBgLl26RE1NDSEhIcDlR9pf3SVuMpm4dOkSf/rTn/jTn/7kdM6MjAwAtm7dyh133IHJZGLQoEH07NnTqfbo0aOkp6fT0NBATEwM8+fPb3dzzu7du1myZAkWiwWDwUB8fLwrbsEtTeFSRESkE7neHdmd3YcffoiXlxeRkZEMGzbM3r5v3z6sViujRo2ipqaGyspKe2AEeOyxxxg+fLjT+d577z22b9/OvHnzGDBgAL169QKwf6T9Xx05cgSDwYDFYrF/GL09O3fuZPHixbi7u/Piiy8yYcKE67jyrkPhUkRERDrM5s2bKS8v5+2336ZHjx7A5Ufa2dnZBAQEMHHiRN577z18fX0dwmT//v3b/JWeK7vFBw0axKhRowA4fvw41dXVTo/EzWYzGRkZNDc3s3z5cn784x+3O8+ysjKWLVuGh4cHa9eutZ9b/j2FSxEREekwSUlJzJs3j5SUFCZPnozNZiM/P9/+iSFvb29MJhOhoaFX3bl9NUajEX9/f4YMGeLQnpOTQ0NDAyEhIdhsNrZv3+7UNywsjF69erFu3TosFgsRERHU1dW1WTt+/Hj755XkfylcioiISIcJCwsjKyuLnJwcsrOz8fDwYOjQoSxbtozBgwdjtVo5ePAgaWlp1zzG3r17+cEPfuD0HmVBQQFweXNQcXFxm303bNhAjx49KCwsBC4HVaPR2Gbt1q1bFS7b4NbQ0GC70ZMQERHpKsxmMwEBATd6GnKT68x/R/rOpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMeNnoCIiIh0LRUVFWzYsIHCwkJsNhv33nsvTz31FBEREU61RUVFzJo1i/z8fPr378/27dtZtmxZm+d97LHHnI61tLQQFRVFeno60dHRtLa2kpeXx7Zt2zh16hQeHh4MGjSIZ555hrFjxzr0bW5uZuPGjezYsYPTp0/j4+PDsGHDSEpKIiQkxHU35BajcCkiIiIdpqSkhNmzZ9PS0sKUKVMIDAzko48+Ii0tjQULFhATE+NQbzKZCAwMpH///gCUlZUB8Mtf/pLbbrvNofZKzVcdOnSI5uZme3B86aWXePfddxkzZgxPPPEEX3zxBe+88w7z589nyZIlTJo0CQCbzUZGRgYFBQVMmDCB2NhYzp49y5YtW0hOTmbt2rWEhYW5/P7cChQuRUREpMOsWrWKixcvkpWVZQ9806dPZ/Hixaxfv57w8HACAwPt9UajkfDwcPu/y8rK6NmzJ5MnT/5a45lMJgYOHEhAQABHjx7l3XffZeLEibzwwgv2mqlTpxIXF8fatWt5+OGH8fT05IMPPqCgoICEhARmz55tr42OjiY2NpbVq1eTl5d3nXfj1qR3LkVERKRD1NbWUlpaSmhoqMMjaDc3NxISErBarWzbts3ebjabKS8vd3hcXl5ezt133/21xzSZTPZwun//fuBymPyq7t27ExkZyfnz5+0ro+3V9u3bl5EjR1JZWUlDQ8PXnkdXopVLERGRTuT191bc6Cm0K/mxpdfVv7a2FoABAwY4HbuyWllaWmpvMxqN+Pj4MGLECADOnDlDfX09UVFRAFitVmw2G15eXm2O99lnn3Hq1Cl7uIyJiWHcuHHceeedTrVnzpwBwN3dHYC5c+cybdo0+vTp025tt25ao2uLwqWIiEgncspccaOn8K3x8fEBoKmpyenYlVVAs9lsbzOZTIwePdoeHq+sKtbU1PD0009TVlbGl19+yX333cfPfvYzQkNDHc5pNBrx8/Nj6NChwOUVyoEDBzqNXVVVxa5du+jRowfBwcEA+Pv74+/v71R75MgRiouLGTBgAH5+ft/wDnQNitwiIiLSIYKCgvDz82PPnj00NjY6HNuxYwcAFosFgNbWVg4cOODwvmV5eTlwOeBNmDCBl19+GYPBQE1NDQaDgY8++sjhnEajkTFjxthXI9vS2NjIokWLaGlpYebMmXh4tL/uVldXx9Kll1dvk5OTv8GVdy0KlyIiItIhPDw8SExMpL6+HoPBQGFhIVVVVeTl5ZGbm4uvr6893B0+fJimpiaHcDl48GASExPJzc3lmWee4YEHHiAuLo6NGzdy2223sWrVKr788kvg8meEioqKHPr/q3PnzmEwGPj444+JiopixowZ7dZWV1eTmprK6dOniY+PJzIy0kV35dajx+IiIiLSYeLi4rBareTm5pKSkgJc3iSzcuVK1qxZY3/UbDKZCAoKol+/fva+I0aMsL9/+VX9+vUjMjKS7du3U1lZSXBwMAcPHqSlpcXp25VXnDp1irS0NE6ePMlDDz3E8uXLcXNza7O2pKSEhQsXUl9fT1xcHAaD4Xpvwy1N4VJERKQT+X5A8I2ewrcuISGBGTNmUF5ejre3N8HBwVy6dImamhr7x8mNRmObH1VvT69evYD/fZ/TZDIxaNAgevbs6VR79OhR0tPTaWhoICYmhvnz57e7OWf37t0sWbIEi8WCwWAgPj7+m15ul6NwKSIi0olc747szu7DDz/Ey8uLyMhIhg0bZm/ft28fVquVUaNGUVNTQ2VlJRkZGQ5909PT+fTTT3nzzTfx9vZ2OFZZWQnA9773PeByuHz00Uedxj9y5AgGgwGLxdLmR9u/aufOnSxevBh3d3defPFFJkyYcM3X3ZXonUsRERHpMJs3b2bFihWcO3fO3tbY2Eh2djYBAQFMnDgRo9GIr68vw4cPd+jbu3dvPvvsM7Zu3erQfujQIUwmExEREfTs2ZPjx49TXV3t9EjcbDaTkZFBc3Mzzz///FWDZVlZGcuWLcPDw4OsrCwFy29AK5ciIiLSYZKSkpg3bx4pKSlMnjwZm81Gfn4+VVVVZGZm4u3tjclkIjQ01Gnn9k9/+lNMJhNZWVmUlZUxZMgQKisrefvttwkICLCvdBqNRvz9/RkyZIhD/5ycHBoaGggJCcFms7F9+3an+YWFhdGrVy/WrVuHxWIhIiKCurq6NmvHjx9v/7yS/C+3hoYG242ehIiISFdhNpsJCAi40dO4ofbv309OTg7l5eV4eHgwdOhQkpKSGDx4MFarlaioKNLS0tr8icf6+npef/11jEYj9fX19OzZk4iICH7605/a7+ucOXPo2bMnK1Y4fpB+8uTJVFdXX3VuGzZs4P777ycyMhKr1XrV2q1bt3LHHXd8s4t3kc78d6RwKSIi0oE6cyiQm0dn/jvSO5ciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIeN3oCIiIi0rVUVFSwYcMGCgsLsdls3HvvvTz11FNEREQ41RYVFTFr1izy8/Pp378/AHv37uVPf/oTH3/8Me7u7tx3332kpKQwZMgQp/4tLS1ERUWRnp5OdHQ0ra2t5OXlsW3bNk6dOoWHhweDBg3imWeeYezYsQ59m5ub2bhxIzt27OD06dP4+PgwbNgwkpKSCAkJ+XZuzi1AK5ciIiLSYUpKSkhKSsJkMvHoo4+SmpqKp6cnaWlpvPXWW071JpOJwMBAe7B85513mD9/PufOnSMlJYX4+HjKysqYNWsWJSUlTv0PHTpEc3OzPTi+9NJLZGVl0bt3bwwGA4mJidTV1TF//ny2bdtm72ez2cjIyGDjxo0MHDiQBQsWEBMTQ2lpKcnJyezfv/9bukM3P7eGhgbbjZ6EiIhIV2E2mwkICLjR07hhnnnmGUpLS8nKyrIHPpvNxuLFi9m9ezebNm0iMDDQXv/kk08yevRoFixYQF1dHdOmTSMoKIjs7Gy8vb0BOHXqFD/5yU8YPXo069atcxhv9erVFBUV8Ze//IWjR48yc+ZMJk6cyAsvvGCvaWxsJC4ujqamJrZv346npyfvv/8+S5YsISEhgdmzZ9tra2triY2NJSAggLy8vG/zVl1VZ/470sqliIiIdIja2lpKS0sJDQ11eATt5uZGQkICVqvVYfXQbDZTXl5uf1z+j3/8g+bmZubNm2cPlgDf//73mTdvHmPGjHEa02QyER4eDmBfbZw6dapDTffu3YmMjOT8+fOUlZVdtbZv376MHDmSyspKGhoarvVW3NL0zqWIiEgn8s4779zoKbTr8ccfv67+tbW1AAwYMMDp2JXVytLSUnub0WjEx8eHESNGAHDw4EG6d+/O/fffD0Brayutra14e3vzk5/8xOmcn332GadOnbKHy5iYGMaNG8edd97pVHvmzBkA3N3dAZg7dy7Tpk2jT58+7dZ266Y1urYoXIqIiHQidXV1N3oK3xofHx8AmpqanI5dWQU0m832NpPJxOjRo/Hy8gLg+PHjfPe73+XTTz9l3bp1HDx4kEuXLhEcHMycOXOcNgQZjUb8/PwYOnQocHmFcuDAgU5jV1VVsWvXLnr06EFwcDAA/v7++Pv7O9UeOXKE4uJiBgwYgJ+f3ze/CV2AIreIiIh0iKCgIPz8/NizZw+NjY0Ox3bs2AGAxWIBLq9KHjhwwL7qCHD+/HnOnz9PcnIy/v7+vPDCC/z85z+nqamJhQsXsmvXLodzGo1GxowZY1+NbEtjYyOLFi2ipaWFmTNn4uHR/rpbXV0dS5cuBSA5OfkbXXtXonApIiIiHcLDw4PExETq6+sxGAwUFhZSVVVFXl4eubm5+Pr62sPd4cOHaWpqcgiXVquVuro6HnvsMVauXMmECROYNm0aOTk5+Pj4sHr1amy2y/uUm5ubKSoqcuj/r86dO4fBYODjjz8mKiqKGTNmtFtbXV1Namoqp0+fJj4+nsjISBfdlVuPwqWIiIh0mLi4OGbPnk1ZWRkpKSk88cQT/OUvf2HlypX07NnT/qjZZDIRFBREv3797H2vbOL51/cr+/Tpw7hx46itreX48ePA5fczW1panL5decWpU6dISkqiuLiYhx56iBUrVuDm5tZm7ZXPJ506dYq4uDgMBsP13oZbmt65FBER6UTa2kByq0lISGDGjBmUl5fj7e1NcHAwly5doqamxv5xcqPR6PQOZd++ffn000/p1auX0zmvtF153G4ymRg0aBA9e/Z0qj169Cjp6ek0NDQQExPD/Pnz292cs3v3bpYsWYLFYsFgMBAfH39d194VKFyKiIh0Ite7I7uz+/DDD/Hy8iIyMpJhw4bZ2/ft24fVamXUqFHU1NRQWVlJRkaGQ9+QkBA+/fRTysvLHfrC5Z3hgH2l88pH2v/VkSNHMBgMWCwW+4fR27Nz504WL16Mu7s7L774IhMmTLjm6+5K9FhcREREOszmzZtZsWIF586ds7c1NjaSnZ1NQEAAEydOxGg04uvry/Dhwx36/sd//AcAv//977l06ZK9vaKigj179jBq1Ch69+7N8ePHqa6udnokbjabycjIoLm5meeff/6qwbKsrIxly5bh4eFBVlaWguU3oJVLERER6TBJSUnMmzePlJQUJk+ejM1mIz8/n6qqKjIzM/H29sZkMhEaGuq0c/v+++8nLi6Ov/71ryQnJ/PII49w5swZ8vLyuO2220hPTwcuP1L39/d3+q3xnJwcGhoaCAkJwWazsX37dqf5hYWF0atXL9atW4fFYiEiIoK6uro2a8ePH2//vJL8L/38o4iISAfqzD/b11H2799PTk4O5eXleHh4MHToUJKSkhg8eDBWq5WoqCjS0tKYPHlym/3fe+89/va3v/Hpp5/i7e3NqFGjSElJ4a677gJgzpw59OzZkxUrVjj0mzx5MtXV1Ved24YNG7j//vuJjIzEarVetXbr1q3ccccdX/u6Xakz/x0pXIqIiHSgzhwK5ObRmf+O9M6liIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMeNnoCIiIh0LRUVFWzYsIHCwkJsNhv33nsvTz31FBEREU61RUVFzJo1i/z8fGbPns3p06eveu6tW7dyxx132P/d0tJCVFQU6enpREdH09raSl5eHtu2bePUqVN4eHgwaNAgnnnmGcaOHetwrubmZjZu3MiOHTs4ffo0Pj4+DBs2jKSkJEJCQlxzM25BCpciIiLSYUpKSpg9ezYtLS1MmTKFwMBAPvroI9LS0liwYAExMTEO9SaTicDAQPr3709aWhpffPGF0zlLS0t56623CAkJoU+fPg7HDh06RHNzsz04vvTSS7z77ruMGTOGJ554gi+++IJ33nmH+fPns2TJEiZNmgSAzWYjIyODgoICJkyYQGxsLGfPnmXLli0kJyezdu1awsLCvqW7dHNza2hosN3oSYiIiHQVZrOZgICAGz2NG+aZZ56htLSUrKwse+Cz2WwsXryY3bt3s2nTJgIDA+31Tz75JKNHj2bBggVtnq+pqYmnn36aCxcu8Oc//5m+ffs6HF+9ejVFRUX85S9/4ejRo8ycOZOJEyfywgsv2GsaGxuJi4ujqamJ7du34+npyfvvv8+SJUtISEhg9uzZ9tra2lpiY2MJCAggLy/PlbfmG+nMf0d651JEREQ6RG1tLaWlpYSGhjo8gnZzcyMhIQGr1cq2bdvs7WazmfLy8jYfl1+xYcMGTp06xfz5852CJVxe+QwPDwdg//79AEydOtWhpnv37kRGRnL+/HnKysquWtu3b19GjhxJZWUlDQ0N3+Dquw49FhcREelE8ib/9UZPoV0/2Rp3Xf1ra2sBGDBggNOxK6uVpaWl9jaj0YiPjw8jRoxo83yVlZVs2bKF4cOH8+ijjzod/+yzzzh16pQ9XMbExDBu3DjuvPNOp9ozZ84A4O7uDsDcuXOZNm2a02P2r9Z266Y1urYoXIqIiHQiNUVX37ByM/Px8QEuP8r+V1dWAc1ms73NZDIxevRovLy82jzf66+/zqVLl5gzZ06bx41GI35+fgwdOhS4vEI5cOBAp7qqqip27dpFjx49CA4OBsDf3x9/f3+n2iNHjlBcXMyAAQPw8/Nr/2K7MEVuERER6RBBQUH4+fmxZ88eGhsbHY7t2LEDAIvFAkBraysHDhywrzr+q9OnT7Nr1y5GjRrFsGHD2qwxGo2MGTPGvhrZlsbGRhYtWkRLSwszZ87Ew6P9dbe6ujqWLl0KQHJycvsX2sUpXIqIiEiH8PDwIDExkfr6egwGA4WFhVRVVZGXl0dubi6+vr72cHf48GGampraDZf5+flcunSJp59+us3jzc3NFBUVtdsf4Ny5cxgMBj7++GOioqKYMWNGu7XV1dWkpqZy+vRp4uPjiYyM/AZX3rXosbiIiIh0mLi4OKxWK7m5uaSkpACXN8msXLmSNWvW2B81m0wmgoKC6NevX5vn2blzJz179mz3c0AHDx6kpaXF6duVV5w6dYq0tDROnjzJQw89xPLly3Fzc2uztqSkhIULF1JfX09cXBwGg+GbXnaXonApIiLSiXx3RNth6laSkJDAjBkzKC8vx9vbm+DgYC5dukRNTY394+RGo7HdXeLHjx/n5MmTzJgxo91H3iaTiUGDBtGzZ0+nY0ePHiU9PZ2GhgZiYmKYP39+u5tzdu/ezZIlS7BYLBgMBuLj46/xqrsOhUsREZFO5Hp3ZHd2H374IV5eXkRGRjq8K7lv3z6sViujRo2ipqaGyspKMjIy2jxHUVERAD/4wQ/aHcdkMrW5g/zIkSMYDAYsFkubH23/qp07d7J48WLc3d158cUXmTBhwte9zC5N4VJEREQ6zObNmykvL+ftt9+mR48ewOVNNdnZ2QQEBDBx4kTee+89fH19GT58eJvnuPK5ovvuu6/N48ePH6e6utrpkbjZbCYjI4Pm5maWL1/Oj3/843bnWVZWxrJly/Dw8GDt2rWMGjXqGq62a1K4FBERkQ6TlJTEvHnzSElJYfLkydhsNvLz86mqqiIzMxNvb29MJhOhoaHt7tw+ceIEt912G7169WrzuNFoxN/fnyFDhji05+Tk0NDQQEhICDabje3btzv1DQsLo1evXqxbtw6LxUJERAR1dXVt1o4fP97+eSX5XwqXIiIi0mHCwsLIysoiJyeH7OxsPDw8GDp0KMuWLWPw4MFYrVYOHjxIWlpau+doaGige/fu7R7fu3cvP/jBD5zeoywoKACguLiY4uLiNvtu2LCBHj16UFhYCFwOqkajsc3arVu3Kly2Qb8tLiIi0oE6829Cy82jM/8d6TuXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyHjd6AiIiItK1VFRUsGHDBgoLC7HZbNx777089dRTREREONUWFRUxa9Ys8vPz6d+/P01NTWRnZ7Nr1y4+//xzevbsSWRkJKmpqXTv3t2pf0tLC1FRUaSnpxMdHU1rayt5eXls27aNU6dO4eHhwaBBg3jmmWcYO3asQ9/m5mY2btzIjh07OH36ND4+PgwbNoykpCRCQkK+tftzs9PKpYiIiHSYkpISkpKSMJlMPProo6SmpuLp6UlaWhpvvfWWU73JZCIwMJD+/fvT2trKnDlzeOuttxg2bBjp6emMHTuWLVu2kJKSgsVicep/6NAhmpub7cHxpZdeIisri969e2MwGEhMTKSuro758+ezbds2ez+bzUZGRgYbN25k4MCBLFiwgJiYGEpLS0lOTmb//v3f3k26yWnlUkRERDrMqlWruHjxIllZWfbAN336dBYvXsz69esJDw8nMDDQXm80GgkPDwfgv//7v/nnP//JlClTePbZZ+01ffv25fXXX+e9995jypQpDuOZTCYGDhxIQEAAR48e5d1332XixIm88MIL9pqpU6cSFxfH2rVrefjhh/H09OSDDz6goKCAhIQEZs+eba+Njo4mNjaW1atXk5eX963co5udVi5FRESkQ9TW1lJaWkpoaKjDI2g3NzcSEhKwWq0Oq4dms5ny8nL74/KTJ08C8MMf/tDhvOPHjwfg2LFjTmOaTCZ7OL2y2jh16lSHmu7duxMZGcn58+cpKyu7am3fvn0ZOXIklZWVNDQ0fKPr7yq0cikiItKJPLSt7kZPoV0fTupzXf1ra2sBGDBggNOxK6uVpaWl9jaj0YiPjw8jRowA4M477wTg008/dQiYJ06cAKBPH8f5ffbZZ5w6dcoeLmNiYhg3bpz9PF915swZANzd3QGYO3cu06ZNczrnV2u7ddMaXVsULkVERDqRA2brjZ7Ct8bHxweApqYmp2NXVgHNZrO9zWQyMXr0aLy8vAAYN24ckZGRbNy4kd69ezNixAjKy8t59dVX6dOnD48//rjDOY1GI35+fgwdOhS4vEI5cOBAp7GrqqrYtWsXPXr0IDg4GAB/f3/8/f2dao8cOUJxcTEDBgzAz8/vm9+ELkDhUkRERDpEUFAQfn5+7Nmzh8bGRofd3Tt27ACwb8ppbW3lwIEDzJkzx17j7u7OT3/6U06ePMnzzz9vb+/ZsycbNmygd+/eDuMZjUbGjBljX41sS2NjI4sWLaKlpYW5c+fi4dF+NKqrq2Pp0qUAJCcnf/0L72K0nisiIiIdwsPDg8TEROrr6zEYDBQWFlJVVUVeXh65ubn4+vraw93hw4dpamqyP9KGyzu///M//5O6ujpmzZpFZmYmc+fO5csvv2TWrFl88skn9trm5maKiooc+v+rc+fOYTAY+Pjjj4mKimLGjBnt1lZXV5Oamsrp06eJj48nMjLSBXfk1qSVSxEREekwcXFxWK1WcnNzSUlJAS5vklm5ciVr1qyxP2o2mUwEBQXRr18/e98NGzbQ2trKhg0b7I+64fLj8vj4eH71q1/xxz/+EYCDBw/S0tLi9O3KK06dOkVaWhonT57koYceYvny5bi5ubVZW1JSwsKFC6mvrycuLg6DweCSe3GrUrgUERHpREIDPG/0FL51CQkJzJgxg/Lycry9vQkODubSpUvU1NTYP05uNBqdPqpeVlbGXXfd5RAs4fJGn5EjR7J3717743aTycSgQYPo2bOn0/hHjx4lPT2dhoYGYmJimD9/frubc3bv3s2SJUuwWCwYDAbi4+NddBduXQqXIiIincj17sju7D788EO8vLyIjIxk2LBh9vZ9+/ZhtVoZNWoUNTU1VFZWkpGR4dDX09OTL7/8ss3zXmm32WwA9o+0/6sjR45gMBiwWCz2D6O3Z+fOnSxevBh3d3defPFFJkyY8I2vtyvSO5ciIiLSYTZv3syKFSs4d+6cva2xsZHs7GwCAgKYOHEiRqMRX19fhg8f7tA3IiKC48ePs3fvXof2srIyioqKGDx4MP/n//wfjh8/TnV1tdMjcbPZTEZGBs3NzTz//PNXDZZlZWUsW7YMDw8PsrKyFCy/Aa1cioiISIdJSkpi3rx5pKSkMHnyZGw2G/n5+VRVVZGZmYm3tzcmk4nQ0FCnnds/+9nPKCwsJCMjg8cff5wBAwZw6tQp3n77bTw8PPjFL34BXH6k7u/vz5AhQxz65+Tk0NDQQEhICDabje3btzvNLywsjF69erFu3TosFgsRERHU1dW1WTt+/Hj755Xkf7k1NDTYbvQkREREugqz2UxAQMCNnsYNtX//fnJycigvL8fDw4OhQ4eSlJTE4MGDsVqtREVFkZaWxuTJk5361tfXk5OTw0cffUR9fT09evRg9OjR/PSnP7V/HH3OnDn07NmTFStWOPSdPHky1dXVV53bhg0buP/++4mMjMRqvfo3R7du3codd9zxzS7eRTrz35HCpYiISAfqzKFAbh6d+e9I71yKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMt43OgJiIiISNdSUVHBhg0bKCwsxGazce+99/LUU08RERHhVFtUVMSsWbPIz8+nf//+nDt3juzsbHbt2sWFCxf4/ve/z+OPP8706dPp1s15zaylpYWoqCjS09OJjo6mtbWVvLw8tm3bxqlTp/Dw8GDQoEE888wzjB071qFvc3MzGzduZMeOHZw+fRofHx+GDRtGUlISISEh39r9udlp5VJEREQ6TElJCUlJSZhMJh599FFSU1Px9PQkLS2Nt956y6neZDIRGBhI//79uXDhAj/96U/ZvHkzISEhzJs3j5CQENasWcOiRYuw2WxO/Q8dOkRzc7M9OL700ktkZWXRu3dvDAYDiYmJ1NXVMX/+fLZt22bvZ7PZyMjIYOPGjQwcOJAFCxYQExNDaWkpycnJ7N+//9u7STc5rVyKiIhIh1m1ahUXL14kKyvLHvimT5/O4sWLWb9+PeHh4QQGBtrrjUYj4eHhAGzcuJHjx4/z9NNPM2fOHHvNwIEDefnll/nHP/7BY4895jCeyWRi4MCBBAQEcPToUd59910mTpzICy+8YK+ZOnUqcXFxrF27locffhhPT08++OADCgoKSEhIYPbs2fba6OhoYmNjWb16NXl5ed/KPbrZaeVSREREOkRtbS2lpaWEhoY6PIJ2c3MjISEBq9XqsHpoNpspLy+3Py7/f//v/3H77bczc+ZMh/NOmTKFHj16kJ+f7zSmyWSyh9Mrq41Tp051qOnevTuRkZGcP3+esrKyq9b27duXkSNHUllZSUNDw7XchlueVi5FREQ6EZ8Vs/990Q3yxdLfXlf/2tpaAAYMGOB07MpqZWlpqb3NaDTi4+PDiBEj7P3vuecevL29Hfp269aN/v378/HHH2Oz2XBzcwPgs88+49SpU/ZwGRMTw7hx47jzzjudxj9z5gwA7u7uAMydO5dp06bRp0+fdmvbesdTFC5FREQ6FfeKkhs9hW+Nj48PAE1NTU7HrqwCms1me5vJZGL06NF4eXkBcPvtt7fZ90r/lpYWzp07h7+/P3A5nPr5+TF06FDg8grlwIEDnfpWVVWxa9cuevToQXBwMAD+/v7283zVkSNHKC4uZsCAAfj5+X29C+9iFLlFRESkQwQFBeHn58eePXtobGx0OLZjxw4ALBYLAK2trRw4cMC+6ggwbNgwPvvsM/75z3869C0pKeH06dMO/eFyuBwzZox9NbItjY2NLFq0iJaWFmbOnImHR/vrbnV1dSxduhSA5OTkr3PJXZLCpYiIiHQIDw8PEhMTqa+vx2AwUFhYSFVVFXl5eeTm5uLr62sPd4cPH6apqckhXCYlJdGtWzd+/vOfs2PHDqqrq9m9ezfPPvusfRXxSpBsbm6mqKjIof+/OnfuHAaDgY8//pioqChmzJjRbm11dTWpqamcPn2a+Ph4IiMjXXFLbkl6LC4iIiIdJi4uDqvVSm5uLikpKcDlTTIrV65kzZo19pBoMpkICgqiX79+9r5DhgwhMzOTX//61/zyl78ELj9qT0xMpKqqinfeecfe/+DBg7S0tDh9u/KKU6dOkZaWxsmTJ3nooYdYvny5/V3Nf1VSUsLChQupr68nLi4Og8HgsvtxK1K4FBER6UQuBQ++0VP41iUkJDBjxgzKy8vx9vYmODiYS5cuUVNTY/84udFobPOj6j/84Q955513KCsro7W1lXvuuQcfHx9mzZpF37597e9nmkwmBg0aRM+ePZ3OcfToUdLT02loaCAmJob58+e3uzln9+7dLFmyBIvFgsFgID4+3oV34takcCkiItKJXO+O7M7uww8/xMvLi8jISIYNG2Zv37dvH1arlVGjRlFTU0NlZSUZGRkOfQsLCzl+/DhTpkzhvvvus7efP3+e4uJioqKi7G1XPtL+r44cOYLBYMBisdg/jN6enTt3snjxYtzd3XnxxReZMGHC9Vx6l6FwKSIiIh1m8+bNlJeX8/bbb9OjRw/g8qaa7OxsAgICmDhxIu+99x6+vr4MHz7coe/BgwfJycnh+9//PqGhocDlX9JZv349ra2txMXFAXD8+HGqq6udHombzWYyMjJobm5m+fLl/PjHP253nmVlZSxbtgwPDw/Wrl3LqFGjXHgXbm0KlyIiItJhkpKSmDdvHikpKUyePBmbzUZ+fj5VVVVkZmbi7e2NyWQiNDTUaef2lClTyM/PZ/HixfzkJz+hZ8+e7N69G5PJxMyZM+2fGTIajfj7+zNkyBCH/jk5OTQ0NBASEoLNZmP79u1O8wsLC6NXr16sW7cOi8VCREQEdXV1bdaOHz/e/nkl+V9uDQ0Nzj/EKSIiIt8Ks9lMQEDAjZ7GDbV//35ycnIoLy/Hw8ODoUOHkpSUxODBg7FarURFRZGWlsbkyZOd+p48eZINGzZQVFSExWIhKCiI2NhYHnroIXvNnDlz6NmzJytWrHDoO3nyZKqrq686tw0bNnD//fcTGRmJ1Wq9au3WrVu54447vv6Fu1Bn/jtSuBQREelAnTkUyM2jM/8d6TuXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIi0qEqKipIT0/nRz/6EQ8++CApKSkYjcY2a4uKiggLC6Oqqsrp2IULF5g0aRKvv/56m32bm5vJzs5mypQpPPDAA0ybNo2//OUvXLp0qc362tpawsLCOHDggL3/hg0bmDp1KuHh4UyYMIG0tDSKi4ud+jY0NJCZmcnjjz9OeHg4EydOZNGiRRw/fvxr3pVbh8KliIiIdJiSkhKSkpIwmUw8+uijpKam4unpSVpaGm+99ZZTvclkIjAwkP79+zu0Nzc3k56eTl1dXZvjfPnllzz77LP84Q9/YOTIkSxYsIB77rmHdevWsWrVqjb7GI1Gbr/9doYPH47NZiMjI4ONGzcycOBAFixYQExMDKWlpSQnJ7N//357P4vFQmpqKlu2bCE0NJT09HSio6PZt28fiYmJVFRUXMcdu/l43OgJiIiISNexatUqLl68SFZWFmPHjgVg+vTpLF68mPXr1xMeHk5gYKC93mg0Eh4e7nCOiooKnnvuuauGtv/6r//CZDLxs5/9jGeeeQaAJ554gl//+tfk5+cTHR1NSEiIQx+TyURoaCienp68//77FBQUkJCQwOzZs+010dHRxMbGsnr1avLy8gDYtGkTFRUVLFq0iCeeeMJeGxUVRWJiIq+99hpr1qy5xjt289HKpYiIiHSI2tpaSktLCQ0NtQdLADc3NxISErBarWzbts3ebjabKS8vJyIiwt72xhtvEB8fj9ls5sknn2x3rPfeew9PT09mzJjh0P70008DOIwDYLVaOXjwoH2sKyuTU6dOdajr27cvI0eOpLKykoaGBgAKCgrw9PQkOjraoXbQoEHcfffdFBYWXvW+3Gq0cikiItKJfHFw/o2eQrt8Rq+9rv61tbUADBgwwOnYldXK0tJSe5vRaMTHx4cRI0bY244dO8akSZOYNWsWJ06c4M0332xzrOLiYoKDg/Hx8XFo79+/P9/5znf45z//6dBeVFTExYsX7aF37ty5TJs2jT59+jid+8yZMwB063Z5jW7lypWcOXMGd3d3hzqbzcbZs2ftdV2FwqWIiEgn8uX5j2/0FL41V4JeU1OT07Erq4Bms9neZjKZGD16NF5eXva25cuX2/994sSJNsdpbm7m/PnzDqH0q/r06UN1dbVDm9Fo5J577qFv374A+Pv74+/v79T3yJEjFBcXM2DAAPz8/ADo3bs3vXv3dqp9//33+fzzzxk3blyb87hVda0oLSIiIjdMUFAQfn5+7Nmzh8bGRodjO3bsAC5vjgFobW3lwIEDTu9bfjVotufKuW+//fY2j3t7e/PFF184tJlMJqex/lVdXR1Lly4FIDk5+aq1FRUVZGZm4u7uTlJS0r+d861E4VJEREQ6hIeHB4mJidTX12MwGCgsLKSqqoq8vDxyc3Px9fXFw+PyQ9XDhw/T1NT0bwNfW2w2m8N/2zr+1UfYVVVVnDhx4qpjVVdXk5qayunTp4mPjycyMrLd2mPHjjF79mwuXLjAwoULue+++77xNdzM9FhcREREOkxcXBxWq5Xc3FxSUlKAy5tkVq5cyZo1a+yPmk0mE0FBQfTr1+8bj3FlxbK5ubnN483Nzfj6+tr/bTKZ6N69O8OGDWuzvqSkhIULF1JfX09cXBwGg6HdsY1GI8899xwXL15k4cKFTJs27RvP/2ancCkiItKJdPMbdKOn8K1LSEhgxowZlJeX4+3tTXBwMJcuXaKmpsb+eSCj0eiwS/yb8PX1xd/fv91vYNbV1TmEVpPJRFhYmH3V9Kt2797NkiVLsFgsGAwG4uPj2x13y5YtvPLKK3Tr1o0VK1bw8MMPX9P8b3YKlyIiIp3I9e7I7uw+/PBDvLy8iIyMdFgp3LdvH1arlVGjRlFTU0NlZSUZGRnXPM6QIUM4ePAgzc3NeHt729urqqpoaGiwBz+LxcKhQ4faHGvnzp0sXrwYd3d3XnzxRSZMmNDueJs2bbKvvL788suMHDnymud+s9M7lyIiItJhNm/ezIoVKzh37py9rbGxkezsbAICApg4cSJGoxFfX1+GDx9+zeP8+Mc/xmKx2D90fsWf/vQnACZNmgRAYWEhFovF4bubAGVlZSxbtgwPDw+ysrKuGiz37t3L2rVr6dGjB9nZ2V06WIJWLkVERKQDJSUlMW/ePFJSUpg8eTI2m438/HyqqqrIzMzE29vb/ks5bT2m/romTpzIO++8w29/+1uqq6sZPHgw+/bt47/+67+YPn069957L3D58fvAgQOdPiW0bt06LBYLERER1NXVsX37dqcxxo8fj4+PD6+++io2m40HHniATz75hE8++cSp9pFHHrnma7nZKFyKiIhIhwkLCyMrK4ucnByys7Px8PBg6NChLFu2jMGDB9t/KSctLe26xnFzc2P16tX8/ve/54MPPuC9997jjjvuIC0tjZ/85Cf2ur179xIVFeXQt7W11f6rOkajEaPR2OYYW7du5dy5c/bvbW7bts3pl3+u6Erh0q2hoaHtffoiIiLicmazmYCAgBs9DbnJdea/I71zKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiHaqiooL09HR+9KMf8eCDD5KSkoLRaGyztqioiLCwMKqqqpyOXbhwgUmTJvH6669fdbyXX36Zxx9//Ko1K1euJDk52WHcefPmMWHCBCIiIpg6dSqvv/46LS0tTn13797NrFmzGD9+PD/84Q+JjY0lLy+PL7/88qpj3qoULkVERKTDlJSUkJSUhMlk4tFHHyU1NRVPT0/S0tJ46623nOpNJhOBgYH079/fob25uZn09HTq6uquOt7f/vY3Nm/e/G/ntW/fPsLDwwEoLCxk9uzZlJeX8+STT5KWlkZwcDA5OTksWLDAITRu376djIwMzpw5Q2JiInPnzsXf35/Vq1fzq1/96uvckluOx42egIiIiHQdq1at4uLFi2RlZTF27FgApk+fzuLFi1m/fj3h4eEEBgba641Goz30XVFRUcFzzz1HRUVFu+M0Nzezbt26rxUsjx07htlsto/z4osv4uvryx//+Ed69+4NwLRp01izZg2bNm1i586dREVF0dLSwssvv8z3vvc9/vznP+Pt7Q3AT37yE37xi1/w97//nalTpzJ48OBvdpNuclq5FBERkQ5RW1tLaWkpoaGh9mAJ4ObmRkJCAlarlW3bttnbzWYz5eXlRERE2NveeOMN4uPjMZvNPPnkk22OU1ZWxpQpU9i8eTNPPPEEffr0ueq8TCYTAQEBDBw4kNraWk6ePElkZKQ9WF7x2GOPAZcfmQMUFxfT1NTEY489Zg+WVzzyyCPA5VXQrkYrlyIiIp3I6++tuNFTaFfyY0uvq39tbS0AAwYMcDp2ZbWytLTU3mY0GvHx8WHEiBH2tmPHjjFp0iRmzZrFiRMnePPNN53OVVVVRUBAAMuXLyc0NPTfvm9pMpnsYbdXr15s3ryZ2267zamuvr4egG7dLq/NhYSE8Le//Y3/83/+j1PtmTNnHGq7EoVLERGRTuSUuf1HvTc7Hx8fAJqampyONTQ0AJdXK68wmUyMHj0aLy8ve9vy5cvt/z5x4kSb44SHhzN+/PivNafz589TXFxsXwX18PBweCz/VX/9618BGDVqFABeXl7cddddTnWtra3k5eU51HYlXS9Oi4iIyA0RFBSEn58fe/bsobGx0eHYjh07ALBYLMDlgHbgwAGn9y2/GjTb83Vqrti3bx9ubm6EhYVdtS43N5f9+/czaNAgxo0bd9XaVatWUVlZyfjx47n33nu/9lxuFQqXIiIi0iE8PDxITEykvr4eg8FAYWEhVVVV5OXlkZubi6+vLx4elx+qHj58mKamJqdw6Womk4n7778fX1/fdmtyc3PJzs6mZ8+e/PrXv273UfeXX37Jr3/9a9555x3uvPNOFi9e/G1Nu1PTY3ERERHpMHFxcVitVnJzc0lJSQGgb9++rFy5kjVr1uDn5wdcDn1BQUH069fvW5uLzWZj3759xMXFtXm8tbWVzMxM8vPz6dOnD+vXr3f6JNIVX3zxBUuWLOG///u/ufvuu3nttdfo0aPHtzb3zkzhUkREpBP5fkDwjZ7Cty4hIYEZM2ZQXl6Ot7c3wcHBXLp0iZqaGkJCQoDLm3m+ukv821BaWsqZM2faXB29ePEiixYtYu/evdx9992sXbuW7373u22e5/PPP2fBggV8/PHHjBgxgszMTHtI7ooULkVERDqR692R3dl9+OGHeHl5ERkZybBhw+zt+/btw2q1MmrUKGpqaqisrCQjI+NbnYvJZOK73/0uwcGOgf6LL75g3rx5HDlyhNGjR/Pyyy/TvXv3Ns9RX19PamoqJ06cYOLEiSxbtgxPT89vdd6dnd65FBERkQ6zefNmVqxYwblz5+xtjY2NZGdnExAQwMSJEzEajfj6+jJ8+PBvdS5f/QTRV/3qV7/iyJEjPPDAA2RlZbUbLC9dusSzzz7LiRMnmDJlCitXruzywRK0cikiIiIdKCkpiXnz5pGSksLkyZOx2Wzk5+dTVVVFZmYm3t7emEwmQkND7Zt7vg0NDQ2UlJSQkJDg0H706FE++OADPD09GTt2rH0X+1f179+fYcOGsWPHDo4cOYKfnx8hISH83//7f51q77nnnja/63krU7gUERGRDhMWFkZWVhY5OTlkZ2fj4eHB0KFDWbZsGYMHD8ZqtXLw4EHS0tK+1Xns27cPd3d3QkNDHdr3798PgNVq5eWXX26z72OPPcawYcPstefPn2fFirY/fj9z5swuFy7dGhoabDd6EiIiIl2F2WwmICDgRk9DbnKd+e9I71yKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiEiHqqioID09nR/96Ec8+OCDpKSkYDQa26wtKioiLCyMqqoqp2MXLlxg0qRJvP766232PX36NMuXL+fRRx9l7NixPProo6xcuRKz2dxmfW1tLWFhYRw4cACA5uZmNmzYwNSpUwkPD2fChAmkpaVRXFzs1LehoYHMzEwef/xxwsPDmThxIosWLeL48eNf867cOjxu9ARERESk6ygpKWH27Nm0tLQwZcoUAgMD+eijj0hLS2PBggXExMQ41JtMJgIDA+nfv79De3NzM+np6dTV1bU5ztmzZ0lKSuLChQs88cQT3HXXXVRUVLB161YKCgp444036N27t0Mfo9HI7bffzvDhw7HZbGRkZFBQUMCECROIjY3l7NmzbNmyheTkZNauXUtYWBgAFouF1NRUKisrmTRpEoMHD6a6upotW7awb98+cnJyCA4OduFd7NwULkVERKTDrFq1iosXL5KVlcXYsWMBmD59OosXL2b9+vWEh4cTGBhorzcajYSHhzuco6Kigueee46Kiop2x/nd737H559/7jAOwJgxY0hPT+cPf/gDP//5zx36mEwmQkND8fT05P3336egoICEhARmz55tr4mOjiY2NpbVq1eTl5cHwKZNm6ioqGDRokU88cQT9tqoqCgSExN57bXXWLNmzTXcrZuTHouLiIhIh6itraW0tJTQ0FCHwOfm5kZCQgJWq5Vt27bZ281mM+Xl5URERNjb3njjDeLj4zGbzTz55JPtjlVQUED//v0dxgEYN24c3bt3p7Cw0KHdarVy8OBB+1j79+8HYOrUqQ51ffv2ZeTIkVRWVtLQ0GAfy9PTk+joaIfaQYMGcffddzuNdavTyqWIiEgn8s4779zoKbTr8ccfv67+tbW1AAwYMMDp2JXVytLSUnub0WjEx8eHESNG2NuOHTvGpEmTmDVrFidOnODNN99sc6zs7GwuXrzo1P7FF1/wxRdf0K2b4/paUVERFy9etIfRuXPnMm3aNPr06eN0jjNnzgDYz7Fy5UrOnDmDu7u7Q53NZuPs2bNOY93qFC5FREQ6kfbeIbwV+Pj4ANDU1OR07Moq4Fc325hMJkaPHo2Xl5e9bfny5fZ/nzhxot2x+vbt22b7pk2buHTpEqNHj3ZoNxqN3HPPPfZ+/v7++Pv7O/U/cuQIxcXFDBgwAD8/PwB69+7t9P4mwPvvv8/nn3/OuHHj2p3nrahrRWkRERG5YYKCgvDz82PPnj00NjY6HNuxYwdweXMMQGtrKwcOHHB63/KrQfObOnDgALm5ufj6+hIXF+dwzGQyOY31r+rq6li6dCkAycnJV62tqKggMzMTd3d3kpKSrnnONyOFSxEREekQHh4eJCYmUl9fj8FgoLCwkKqqKvLy8uyhz8Pj8kPVw4cP09TU9G8D39e1b98+Fi5cyJdffsny5csdVjarqqo4ceLEVceqrq4mNTWV06dPEx8fT2RkZLu1x44dY/bs2Vy4cIGFCxdy3333ueQabhZ6LC4iIiIdJi4uDqvVSm5uLikpKcDlR9grV65kzZo19kfNJpOJoKAg+vXrd91jvvvuu7z00ku4ubnxwgsvOD2mNplMdO/enWHDhrXZv6SkhIULF1JfX09cXBwGg6HdsYxGI8899xwXL15k4cKFTJs27brnf7NRuBQREelE2tpAcqtJSEhgxowZlJeX4+3tTXBwMJcuXaKmpoaQkBDgckj76i7xa7VhwwY2btxI9+7dWbVqFaGhoU41JpOJsLAw+6rpV+3evZslS5ZgsVgwGAzEx8e3O9aWLVt45ZVX6NatGytWrODhhx++7vnfjBQuRUREOpHr3ZHd2X344Yd4eXkRGRnpsFK4b98+rFYro0aNoqamhsrKSjIyMq5rrFdffZW33nqL7373u6xZs6bND5lbLBYOHTrU5lg7d+5k8eLFuLu78+KLLzJhwoR2x9q0aZN95fXll19m5MiR1zX3m5nCpYiIiHSYzZs3U15ezttvv02PHj0AaGxsJDs7m4CAACZOnMh7772Hr68vw4cPv+Zx8vPzeeutt/je977H7373u3ZXhAsLC7FYLE7fwywrK2PZsmV4eHiwdu1aRo0a1e5Ye/fuZe3atfTo0YPf/e53XerXeNqicCkiIiIdJikpiXnz5pGSksLkyZOx2Wzk5+dTVVVFZmYm3t7e9l/Kaesx9dfxxRdf8Jvf/AaA8ePHc+jQIacaHx8fxo8fj9FoZODAgU6fElq3bh0Wi4WIiAjq6urYvn270znGjx+Pj48Pr776KjabjQceeIBPPvmETz75xKn2kUceuaZruRkpXIqIiEiHCQsLIysri5ycHLKzs/Hw8GDo0KEsW7aMwYMH238pJy0t7ZrHKC0t5fz58wD85S9/abOmX79+jB8/nr179xIVFeVwrLW11f6rOkajEaPR2OY5tm7dyrlz5+zf29y2bZvDLwx9VVcKl24NDQ22Gz0JERGRrsJsNhMQEHCjpyE3uc78d6TvXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiISIeqqKggPT2dH/3oRzz44IOkpKRgNBrbrC0qKiIsLIyqqiqnYxcuXGDSpEm8/vrrbfY9c+YML730Eo8//jgPPPAATz75JFu2bMFms7VZX1tbS1hYGAcOHACgubmZDRs2MHXqVMLDw5kwYQJpaWkUFxc79W1oaCAzM5PHH3+c8PBwJk6cyKJFizh+/PjXvCu3Do8bPQERERHpOkpKSpg9ezYtLS1MmTKFwMBAPvroI9LS0liwYAExMTEO9SaTicDAQPr37+/Q3tzcTHp6OnV1dW2O09jYyKxZs6ipqWHatGl873vfY+/evaxatYqKigp+/vOfO/UxGo3cfvvtDB8+HJvNRkZGBgUFBUyYMIHY2FjOnj3Lli1bSE5OZu3atYSFhQFgsVhITU2lsrKSSZMmMXjwYKqrq9myZQv79u0jJyeH4OBgF93Bzk/hUkRERDrMqlWruHjxIllZWYwdOxaA6dOns3jxYtavX094eDiBgYH2eqPRSHh4uMM5KioqeO6556ioqGh3nDfffJMTJ07wq1/9ioceegiAqVOnsnDhQrZs2UJMTIzDOHA5yIaGhuLp6cn7779PQUEBCQkJzJ49214THR1NbGwsq1evJi8vD4BNmzZRUVHBokWLeOKJJ+y1UVFRJCYm8tprr7FmzZprvGM3Hz0WFxERkQ5RW1tLaWkpoaGh9mAJ4ObmRkJCAlarlW3bttnbzWYz5eXlRERE2NveeOMN4uPjMZvNPPnkk+2O1dLSwuDBg5kwYYJD+5gxY7DZbBw7dsyh3Wq1cvDgQftY+/fvBy4H0q/q27cvI0eOpLKykoaGBgAKCgrw9PQkOjraoXbQoEHcfffdFBYW/rtbc0vRyqWIiEgnkjf5rzd6Cu36yda46+pfW1sLwIABA5yOXVlFLC0ttbcZjUZ8fHwYMWKEve3YsWNMmjSJWbNmceLECd588802x5ozZ06b7VdC5R133OHQXlRUxMWLF+2hd+7cuUybNo0+ffo4nePMmTMAdOt2eY1u5cqVnDlzBnd3d4c6m83G2bNn7XVdhcKliIhIJ1JTdPpGT+Fb4+PjA0BTU5PTsSurgGaz2d5mMpkYPXo0Xl5e9rbly5fb/33ixImvNe4XX3xBVVUV//jHP/j73/9OZGQkQ4YMcagxGo3cc8899O3bFwB/f3/8/f2dznXkyBGKi4sZMGAAfn5+APTu3ZvevXs71b7//vt8/vnnjBs37mvN81ahcCkiIiIdIigoCD8/P/bs2UNjYyPdu3e3H9uxYwdweXMMQGtrKwcOHHBagfxq0Py6fve737Fp0yYAvv/97zN//nynGpPJRGRk5FXPU1dXx9KlSwFITk6+am1FRQWZmZm4u7uTlJT0jed8M+ta67QiIiJyw3h4eJCYmEh9fT0Gg4HCwkKqqqrIy8sjNzcXX19fPDwur3sdPnyYpqYmp8081+KHP/whr7zyCj/72c84d+4c8fHxlJSU2I9XVVVx4sSJq45VXV1Namoqp0+fJj4+/qpB9NixY8yePZsLFy6wcOFC7rvvvuu+hpuJVi5FRESkw8TFxWG1WsnNzSUlJQW4vElm5cqVrFmzxv6o2WQyERQURL9+/a57zNDQUADGjRvHD37wAxISEli/fj0bNmywj9W9e3eGDRvWZv+SkhIWLlxIfX09cXFxGAyGdscyGo0899xzXLx4kYULFzJt2rTrnv/NRuFSRESkE/nuiOsPU51dQkICM2bMoLy8HG9vb4KDg7l06RI1NTWEhIQAl0PaV3eJu8q9995LUFCQw8Yhk8lEWFiYfdX0q3bv3s2SJUuwWCwYDAbi4+PbPfeWLVt45ZVX6NatGytWrODhhx92+fxvBgqXIiIincj17sju7D788EO8vLyIjIx0WCnct28fVquVUaNGUVNTQ2VlJRkZGdc0hs1m46mnnsLLy4s//OEPTsebmpq47bbbgMvveB46dKjNsXbu3MnixYtxd3fnxRdfdPqs0Vdt2rTJvvL68ssvM3LkyGua+61A71yKiIhIh9m8eTMrVqzg3Llz9rbGxkays7MJCAhg4sSJGI1GfH19GT58+DWN4ebmRkBAAMXFxezbt8/h2P/9v/+X06dPM378eAAKCwuxWCwO390EKCsrY9myZXh4eJCVlXXVYLl3717Wrl1Ljx49yM7O7tLBErRyKSIiIh0oKSmJefPmkZKSwuTJk7HZbOTn51NVVUVmZibe3t72X8pp6zH11zV//nz+53/+h1/84hdMnTqV733ve/zzn//kvffe48477yQ1NRW4/Ph94MCBTp8SWrduHRaLhYiICOrq6ti+fbvTGOPHj8fHx4dXX30Vm83GAw88wCeffMInn3ziVPvII49c87XcbBQuRUREpMOEhYWRlZVFTk4O2dnZeHh4MHToUJYtW8bgwYPtv5STlpZ2XePceeed/PGPf+R3v/sd27Zt48KFC/Tt25cnn3yS//zP/7R/Bmnv3r1ERUU59G1tbbX/qo7RaMRoNLY5xtatWzl37pz9e5vbtm1z+IWhr+pK4dKtoaHBdqMnISIi0lWYzWYCAgJu9DTkJteZ/470zqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIh0qIqKCtLT0/nRj37Egw8+SEpKCkajsc3aoqIiwsLCqKqqcjp24cIFJk2axOuvv/61xn3uuecICwujurq6zeO1tbWEhYVx4MABAJqbm9mwYQNTp04lPDycCRMmkJaWRnFxsVPfhoYGMjMzefzxxwkPD2fixIksWrSI48ePf6253UoULkVERKTDlJSUkJSUhMlk4tFHHyU1NRVPT0/S0tJ46623nOpNJhOBgYH079/fob25uZn09HTq6uq+1rj/+Mc/+OCDD65aYzQauf322xk+fDg2m42MjAw2btzIwIEDWbBgATExMZSWlpKcnMz+/fvt/SwWC6mpqWzZsoXQ0FDS09OJjo5m3759JCYmUlFR8bXmeKvwuNETEBERka5j1apVXLx4kaysLMaOHQvA9OnTWbx4MevXryc8PJzAwEB7vdFoJDw83OEcFRUVPPfcc187tFVXV5OZmYmXlxctLS3t1plMJkJDQ/H09OT999+noKCAhIQEZs+eba+Jjo4mNjaW1atXk5eXB8CmTZuoqKhg0aJFPPHEE/baqKgoEhMTee2111izZs3XmuutQCuXIiIi0iFqa2spLS0lNDTUHiwB3NzcSEhIwGq1sm3bNnu72WymvLyciIgIe9sbb7xBfHw8ZrOZJ5988t+OeenSJZYtW8b3vvc9HnzwwXbrrFYrBw8etI91ZWVy6tSpDnV9+/Zl5MiRVFZW0tDQAEBBQQGenp5ER0c71A4aNIi7776bwsLCfzvPW4lWLkVERDqRh7Z9vce8N8KHk/pcV//a2loABgwY4HTsymplaWmpvc1oNOLj48OIESPsbceOHWPSpEnMmjWLEydO8Oabb151zDfeeIOPP/6YP/7xj/z5z39ut66oqIiLFy/aQ+/cuXOZNm0affo4X/OZM2cA6Nbt8hrdypUrOXPmDO7u7g51NpuNs2fP2uu6CoVLERGRTuSA2Xqjp/Ct8fHxAaCpqcnp2JVVQLPZbG8zmUyMHj0aLy8ve9vy5cvt/z5x4sRVxysuLiYnJ4f58+dz9913X7XWaDRyzz330LdvXwD8/f3x9/d3qjty5AjFxcUMGDAAPz8/AHr37k3v3r2dat9//30+//xzxo0bd9WxbzVdK0qLiIjIDRMUFISfnx979uyhsbHR4diOHTuAy5tjAFpbWzlw4IDT+5ZfDZpXc/HiRZYtW8aoUaOYMWPGv603mUxOY/2ruro6li5dCkBycvJVaysqKsjMzMTd3Z2kpKSvNedbhcKliIiIdAgPDw8SExOpr6/HYDBQWFhIVVUVeXl55Obm4uvri4fH5Yeqhw8fpqmp6d8GvvasXr2ac+fOsXTpUtzc3K5aW1VVxYkTJ646VnV1NampqZw+fZr4+HgiIyPbrT127BizZ8/mwoULLFy4kPvuu++aruFmpcfiIiIi0mHi4uKwWq3k5uaSkpICXN4ks3LlStasWWN/1GwymQgKCqJfv37feIz/9//+H3//+9/5+c9/jpeXl/2Ru9V6+ZWDCxcu0NDQYH/sbTKZ6N69O8OGDWvzfCUlJSxcuJD6+nri4uIwGAztjm00Gnnuuee4ePEiCxcuZNq0ad94/jc7hUsREZFOJDTA80ZP4VuXkJDAjBkzKC8vx9vbm+DgYC5dukRNTQ0hISHA5ZD21V3i38R///d/A/Dyyy/z8ssvOx1/6qmngP/dEW4ymQgLC7Ovmn7V7t27WbJkCRaLBYPBQHx8fLvjbtmyhVdeeYVu3bqxYsUKHn744Wua/81O4VJERKQTud4d2Z3dhx9+iJeXF5GRkQ4rhfv27cNqtTJq1ChqamqorKwkIyPjmsZ46qmneOSRR5za//znP1NQUMCKFSvo2bMncPkdz0OHDrU51s6dO1m8eDHu7u68+OKLTJgwod0xN23aZF95ffnllxk5cuQ1zf1WoHApIiIiHWbz5s2Ul5fz9ttv06NHDwAaGxvJzs4mICCAiRMn8t577+Hr68vw4cOvaYy77767zd3h27dvB2DYsGHccccdABQWFmKxWBy+uwlQVlbGsmXL8PDwYO3atYwaNard8fbu3cvatWvp0aMHv/vd7wgODr6med8qFC5FRESkwyQlJTFv3jxSUlKYPHkyNpuN/Px8qqqqyMzMxNvb2/5LOW09pnY1o9HIwIEDnT4ltG7dOiwWCxEREdTV1dmD6VeNHz8eHx8fXn31VWw2Gw888ACffPIJn3zyiVNtWyuptyqFSxEREekwYWFhZGVlkZOTQ3Z2Nh4eHgwdOpRly5YxePBg+y/lpKWldch89u7dS1RUlENba2ur/Vd1jEYjRqOxzb5bt27l3Llz9u9tbtu2zeEXhr6qK4VLt4aGBtuNnoSIiEhXYTabCQgIuNHTkJtcZ/470ncuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlPG70BERERKRrqaioYMOGDRQWFmKz2bj33nt56qmniIiIcKotKipi1qxZ5Ofn079/f4djFy5cIDY2lujoaJKTk5365ubmkp2d3eYcZs6c6dSntraW//iP/+A3v/kNoaGhNDc3s3HjRnbs2MHp06fx8fFh2LBhJCUlERIS4tC3oaGB3//+9+zZswez2Uz37t0ZNWoUs2bN4q677vqGd+jmpnApIiIiHaakpITZs2fT0tLClClTCAwM5KOPPiItLY0FCxYQExPjUG8ymQgMDHQKls3NzaSnp1NXV9fuWOXl5fj4+PDss886Hbvnnnuc2oxGI7fffjvDhw/HZrORkZFBQUEBEyZMIDY2lrNnz7JlyxaSk5NZu3YtYWFhAFgsFlJTU6msrGTSpEkMHjyY6upqtmzZwr59+8jJySE4OPhabtdNSeFSREREOsyqVau4ePEiWVlZjB07FoDp06ezePFi1q9fT3h4OIGBgfZ6o9FIeHi4wzkqKip47rnnqKiouOpYZWVl3H333TzyyCNfa24mk4nQ0FA8PT15//33KSgoICEhgdmzZ9troqOjiY2NZfXq1eTl5QGwadMmKioqWLRoEU888YS9NioqisTERF577TXWrFnzteZwK9A7lyIiItIhamtrKS0tJTQ01B4sAdzc3EhISMBqtbJt2zZ7u9lspry83OFx+RtvvEF8fDxms5knn3yy3bGam5v57LPPuPvuu7/W3KxWKwcPHrSPtX//fgCmTp3qUNe3b19GjhxJZWUlDQ0NABQUFODp6Ul0dLRD7aBBg7j77rspLCz8WnO4VWjlUkREpBPxWTH73xfdIF8s/e119a+trQVgwIABTseurFaWlpba24xGIz4+PowYMcLeduzYMSZNmsSsWbM4ceIEb775ZptjVVRU8OWXX9ofR1ssFtzd3fHwaDv6FBUVcfHiRXvonTt3LtOmTaNPnz5OtWfOnAGgW7fLa3QrV67kzJkzuLu7O9TZbDbOnj1rr+sqFC5FREQ6EfeKkhs9hW+Nj48PAE1NTU7HrqwCms1me5vJZGL06NF4eXnZ25YvX27/94kTJ9odq6ysDLgcRmfMmMGJEyfo1q0bw4cP5/+z969xVZ533vf/kV1AKNJWpNaUBhGNRL0UhTYwiinU1KtKVNBqJddAySDQiiHETh13r8o9mSoq4KaGRppkruuuw0wo5q6poTq2jq4luAH9XxaiQolt2StgBeJyadb/gS/PycoCE3UFiHzfT1KPzXn81ioPvq/jXOdxvvjii0yYMMFuvMlkYty4cQQEBADg5+eHn5+fw3XPnTvH+fPnCQkJwdfXF4CRI0cycuRIh7FlZWVcuXKFWbNm9Vnno2hoRWkREREZMEFBQfj6+nL8+HG6urrs+g4fPgzc2WEEuHXrFqdOnXL4veVHg+a93A2XZ8+eJT4+ntzcXFJSUnjvvff4h3/4B6qr7UO82Wx2WOvjWltb2bBhA0CvT6d/VF1dHbm5ubi6upKSkvKpan5UKFyKiIhIv3BzcyM5OZmrV6+SmZlJZWUlDQ0NFBcXU1RUhLe3t3Hb+uzZs3R3d39i4OvLN7/5TZKSknjzzTf53ve+x6xZs3jhhRfYvXs3VquV7du3G2MbGhq4fPnyPddqbGwkPT2dpqYmEhMTiY6O7nPshQsXyMjI4Pr162RnZzNx4sQH+gyfV7otLiIiIv1m+fLlWK1WioqKSEtLA+48JJOTk0NeXp5xq9lsNhMUFMTo0aMfaJ2ZM2cyc+ZMh/bQ0FAmT57MuXPn6O7uxtvbG7PZjI+PD1OmTOn1WtXV1WRnZ3P16lWWL19OZmZmn+uaTCbWrVtHT08P2dnZJCQkPFD9n2cKlyIiIoPI7eDQgS7hM5eUlMSSJUuora3F09OT4OBgbt++TXNzs3E4uclk6vVQdWf40pe+hM1m44MPPjDCZURERK8P+xw9epT169djsVjIzMwkMTGxz+uWlJSwdetWXFxc2LRpE88+++xnUv9gp3ApIiIyiDzsE9mD3aFDh/Dw8CA6Otpup7C8vByr1cr06dNpbm6mvr6e1atXP9AaNpuN5ORk4M7RRR9XX1+Pt7c3X/ziF7FYLJw5c6bXtY4cOcLatWtxdXXllVdeISYmps819+3bZ+y8btmyhbCwsAeq/VGg31yKiIhIv3nrrbfYtGkT165dM9q6urooLCzE39+fOXPmYDKZ8Pb2ZurUqQ+0xrBhwxgxYgTV1dUcPXrUru+dd96hvr6euXPn4urqSmVlJRaLxe7cTbjzQNDGjRtxc3OjoKDgnsHyxIkT5OfnM2LECAoLC4d0sATtXIqIiEg/SklJYdWqVaSlpbFgwQJsNhulpaU0NDSQm5uLp6en8aacvs6k/DRWrVrF+fPnWbduHQsXLuSJJ57gj3/8I++88w5jx44lPT0duHP7ffz48Q5HCe3YsQOLxUJUVBStra0cPHjQYY3Zs2fj5eXF9u3bsdlszJw5k4sXL3Lx4kWHsZ/2LUGPAoVLERER6TcREREUFBSwd+9eCgsLcXNzY/LkyWzcuJHQ0FDjTTlZWVkPtc7YsWN58803KSwspKysjOvXr+Pv78/3v/99kpOT+cIXvgDc2XWMjY21m3vr1i3jrTomkwmTydTrGvv37+fatWvGeZsHDhywe8PQRw2lcDmss7PTNtBFiIiIDBVtbW34+/sPdBnyOTeY/470m0sRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxEREelXdXV1vPzyy3zrW9/imWeeIS0tDZPJ1OvYqqoqIiIiaGhocOi7fv068+bN4xe/+EWfa7377rv84Ac/YNasWXznO9/hxz/+MZcvX+51bEtLCxEREZw6dQqAGzdusGfPHuLj44mMjCQmJoasrCzOnz/vMLezs5Pc3Fyee+45IiMjmTNnDmvWrOH999//FN/Io0XhUkRERPpNdXU1KSkpmM1m/uf//J+kp6fj7u5OVlYW//Zv/+Yw3mw2ExgYyJgxY+zab9y4wcsvv0xra2ufaxUWFrJhwwbc3d3JzMxkwYIFnDp1ipSUFBobGx3Gm0wmhg8fztSpU7HZbKxevZrXX3+d8ePH89JLL7F06VJqampITU3l5MmTxjyLxUJ6ejolJSWEh4fz8ssvExcXR3l5OcnJydTV1T3EN/b54zbQBYiIiMjQsXnzZnp6eigoKODpp58GYPHixaxdu5adO3cSGRlJYGCgMd5kMhEZGWl3jbq6OtatW3fP0Pbee+/x+uuvM3PmTLZs2YKrqysAERERpKWl8eabb7JmzRq7OWazmfDwcNzd3SkrK6OiooKkpCQyMjKMMXFxcSxbtoxt27ZRXFwMwL59+6irq2PNmjUsXLjQGBsbG0tycjK7du0iLy/vAb+xzx/tXIqIiEi/aGlpoaamhvDwcCNYAgwbNoykpCSsVisHDhww2tva2qitrSUqKspoe+ONN0hMTKStrY3vf//7fa5VWlrKhx9+SHZ2thEsAcLCwkhNTeWpp56yG2+1Wjl9+rSx1t2dyfj4eLtxAQEBhIWFUV9fT2dnJwAVFRW4u7sTFxdnN/bJJ59k7NixVFZWfpqv55GhnUsREZFB5IPTLw50CX3ympH/UPNbWloACAkJcei7u1tZU1NjtJlMJry8vJg2bZrRduHCBebNm8eKFSu4fPkyv/rVr3pd6/Tp0wQHB/PVr34VuBMeP/zwQx577DFeeOEFh/FVVVX09PQYoXflypUkJCQwatQoh7Ht7e0AuLjc2aPLycmhvb3dLsQC2Gw2Ojo6jHFDhcKliIjIIPLh394b6BI+M15eXgB0d3c79N3dBWxrazPazGYzM2bMwMPDw2j76U9/avy7rwdzrFYrDQ0NREVFUVlZya5du/jjH/8IwKRJk3jxxReZPHmy3RyTycS4ceMICAgAwM/PDz8/P4drnzt3jvPnzxMSEoKvry8AI0eOZOTIkQ5jy8rKuHLlCrNmzeq1zkfV0IrSIiIiMmCCgoLw9fXl+PHjdHV12fUdPnwYuPNwDMCtW7c4deqUw+8tPxo0+9LV1cWHH37I+++/T2ZmJhMnTuRnP/sZK1eu5PLly6Snpxth8y6z2eyw1se1trayYcMGAFJTU+85tq6ujtzcXFxdXUlJSfnEmh8lCpciIiLSL9zc3EhOTubq1atkZmZSWVlJQ0MDxcXFFBUV4e3tjZvbnZuqZ8+epbu7+xMDX29u3rwJwF/+8hfS09NZvXo1zzzzDImJiezevZvbt2+Tn59vjG9oaODy5cv3XKuxsZH09HSamppITEwkOjq6z7EXLlwgIyOD69evk52dzcSJE+/7M3ye6ba4iIiI9Jvly5djtVopKioiLS0NuPOQTE5ODnl5ecatZrPZTFBQEKNHj77vNe7efnd1dSUhIcGub8KECUyePJlz587xwQcf4OXlhdlsxsfHhylTpvR6verqarKzs7l69SrLly8nMzOzz7VNJhPr1q2jp6eH7Oxsh/WHAoVLERGRQcTF98mBLuEzl5SUxJIlS6itrcXT05Pg4GBu375Nc3MzkyZNAu6EtI8+JX4/vvCFLxi7oI899phD/5e//GVsNhvd3d1GuIyIiDB2TT/q6NGjrF+/HovFQmZmJomJiX2uW1JSwtatW3FxcWHTpk08++yzD1T/553CpYiIyCDysE9kD3aHDh3Cw8OD6Ohou53C8vJyrFYr06dPp7m5mfr6elavXv1AawwbNozQ0FBOnz5Na2urwxPff/3rX/Hy8uJLX/oSFouFM2fO9LrWkSNHWLt2La6urrzyyivExMT0uea+ffuMndctW7YQFhb2QLU/CvSbSxEREek3b731Fps2beLatWtGW1dXF4WFhfj7+zNnzhxMJhPe3t5MnTr1gdeZP38+NpuNwsJCu/YTJ05w4cIFYmJicHFxobKyEovFYnfuJsClS5fYuHEjbm5uFBQU3DNYnjhxgvz8fEaMGEFhYeGQDpagnUsRERHpRykpKaxatYq0tDQWLFiAzWajtLSUhoYGcnNz8fT0NN6U09tt6k/rO9/5Dn/4wx/4zW9+w9WrV5k1axZ//etf+Y//+A/8/f2Nt+6YTCbGjx/vcJTQjh07sFgsREVF0draysGDBx3WmD17Nl5eXmzfvh2bzcbMmTO5ePEiFy9edBg7d+7cB/4snzcKlyIiItJvIiIiKCgoYO/evRQWFuLm5sbkyZPZuHEjoaGhxptysrKyHnqtf/7nf+bf//3fefvtt9m+fTs+Pj58+9vfJj093QiTJ06cIDY21m7erVu3jLfqmEwmTCZTr9ffv38/165dM87bPHDggN0bhj5qKIXLYZ2dnbaBLkJERGSoaGtrw9/ff6DLkM+5wfx3pN9cioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTuA10ASIiIjK01NXVsWfPHiorK7HZbEyYMIHnn3+eqKgoh7FVVVWsWLGC0tJSxowZY9d3/fp1li1bRlxcHKmpqXZ9ERERn1jHyZMn7f7d0tLC/Pnz2b17N+Hh4dy4cYPXX3+dw4cP09TUhJeXF1OmTCElJYVJkybZze3s7OS1117j+PHjtLW14ePjw/Tp01mxYgVPPPHEp/xmHg0KlyIiItJvqqurycjI4ObNmyxatIjAwECOHTtGVlYWL730EkuXLrUbbzabCQwMdAiWN27c4OWXX6a1tbXXdX7605/22l5eXs7Bgwd55plnHPpMJhPDhw9n6tSp2Gw2Vq9eTUVFBTExMSxbtoyOjg5KSkpITU0lPz/fCLAWi4X09HTq6+uZN28eoaGhNDY2UlJSQnl5OXv37iU4OPhBvq7PJYVLERER6TebN2+mp6eHgoICnn76aQAWL17M2rVr2blzJ5GRkQQGBhrjTSYTkZGRdteoq6tj3bp11NXV9bnO3LlzHdpaWlrYvn07gYGBbNiwwaHfbDYTHh6Ou7s7ZWVlVFRUkJSUREZGhjEmLi6OZcuWsW3bNoqLiwHYt28fdXV1rFmzhoULFxpjY2NjSU5OZteuXeTl5X3Kb+jzT+FSRERkEPnFO5sGuoQ+pX7XMZDdj5aWFmpqaggPDzeCJcCwYcNISkri8OHDHDhwwAhzbW1t1NbWsmrVKmPsG2+8QWFhId7e3nz/+9/nV7/61adef8uWLVy7do3Nmzfj7e1t12e1Wjl9+jQvvvgi8N+3zOPj4+3GBQQEEBYWxn/913/R2dmJn58fFRUVuLu7ExcXZzf2ySefZOzYsVRWVn7qGh8FCpciIiKDyF/a+t6N+7xraWkBICQkxKHv7m5lTU2N0WYymfDy8mLatGlG24ULF5g3bx4rVqzg8uXLnzpcnjx5kmPHjjF37lzCwsIc+quqqujp6TFC78qVK0lISGDUqFEOY9vb2wFwcbnzXHROTg7t7e24urrajbPZbHR0dBjjhgqFSxEREekXXl5eAHR3dzv0dXZ2And2K+8ym83MmDEDDw8Po+2nP/2p8e/Lly9/6rV//vOf4+bmRnp6eq/9JpOJcePGERAQAICfnx9+fn4O486dO8f58+cJCQnB19cXgJEjRzJy5EiHsWVlZVy5coVZs2Z96jofBUMrSouIiMiACQoKwtfXl+PHj9PV1WXXd/jwYeDOwzEAt27d4tSpUw6/t/xo0Py0zp07R3V1NXPnzuUrX/lKr2PMZrPDWh/X2tpq/Fbz40+nf1xdXR25ubm4urqSkpJy3zV/nilcioiISL9wc3MjOTmZq1evkpmZSWVlJQ0NDRQXF1NUVIS3tzdubnduqp49e5bu7u5PDHyfxn/8x38AkJiY2Gt/Q0MDly9fvudajY2NpKen09TURGJiItHR0X2OvXDhAhkZGVy/fp3s7GwmTpz4cB/gc0a3xUVERAaRr/k/2kfWLF++HKvVSlFREWlpacCdh2RycnLIy8szbjWbzWaCgoIYPXr0Q61ntVoxmUxMnDiRoKCgXseYzWZ8fHyYMmVKr/3V1dVkZ2dz9epVli9fTmZmZp/rmUwm1q1bR09PD9nZ2SQkJDxU/Z9HCpciIiKDyMM+kf15kJSUxJIlS6itrcXT05Pg4GBu375Nc3OzcTi5yWTq9VD1+3X69Gm6u7uZM2dOn2PMZjMRERHGrulHHT16lPXr12OxWMjMzOxz9xOgpKSErVu34uLiwqZNm3j22Wcfuv7PI90WFxERkX5z6NAhjh49yvDhw5kyZQrjx4/H1dWVU6dOYbVamT59Os3NzdTX1zvllnhVVRUA3/zmN3vtt1gsnDlzptcge+TIEX7yk5/w4Ycf8sorr9wzWO7bt8844mjnzp1DNliCdi5FRESkH7311lvU1tby61//mhEjRgDQ1dVFYWEh/v7+zJkzh3feeQdvb2+mTp360OvV1NTg5eXV5y3xyspKLBaL3bmbAJcuXWLjxo24ubmRn5/P9OnT+1zjxIkT5OfnM2LECF599dUh9Tae3ihcioiISL9JSUlh1apVpKWlsWDBAmw2G6WlpTQ0NJCbm4unp6fxppzeblPfr8uXLxMQENDnWZMmk4nx48c7HCW0Y8cOLBYLUVFRtLa2cvDgQYe5s2fPxsvLi+3bt2Oz2Zg5cyYXL17k4sWLDmN7e2PQo0rhUkRERPpNREQEBQUF7N27l8LCQtzc3Jg8eTIbN24kNDTUeFNOVlaWU9br6Ojo9dD2u06cOEFsbKxd261bt4y36phMJkwmU69z9+/fz7Vr14zzNg8cOMCBAwd6HTuUwuWwzs5O20AXISIiMlS0tbXh7+8/0GXI59xg/jvSAz0iIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiLSr+rq6nj55Zf51re+xTPPPENaWhomk6nXsVVVVURERNDQ0ODQd/36debNm8cvfvGLXudeuXKFnJwc5s6dS2RkJAsWLODVV1/l5s2bvY5vaWkhIiKCU6dOAXDjxg327NlDfHw8kZGRxMTEkJWVxfnz5x3mdnZ2kpuby3PPPUdkZCRz5sxhzZo1vP/++5/yW3l0uA10ASIiIjJ0VFdXk5GRwc2bN1m0aBGBgYEcO3aMrKwsXnrpJZYuXWo33mw2ExgYyJgxY+zab9y4wcsvv0xra2uv63R1dfHCCy/Q0tJCXFwc48eP5/Tp0/zyl7+kpqaGgoIChzkmk4nhw4czdepUbDYbq1evpqKigpiYGJYtW0ZHRwclJSWkpqaSn59PREQEABaLhfT0dOrr65k3bx6hoaE0NjZSUlJCeXk5e/fuJTg42Enf4OCncCkiIiL9ZvPmzfT09FBQUMDTTz8NwOLFi1m7di07d+4kMjKSwMBAY7zJZCIyMtLuGnV1daxbt466uro+13n77bdpbGzkhz/8IX//938PQHx8PDk5OfzmN7/hxIkTxvp3mc1mwsPDcXd3p6ysjIqKCpKSksjIyDDGxMXFsWzZMrZt20ZxcTEA+/bto66ujjVr1rBw4UJjbGxsLMnJyezatYu8vLwH/MY+f3RbXERERPpFS0sLNTU1hIeH2wW7YcOGkZSUhNVq5cCBA0Z7W1sbtbW1REVFGW1vvPEGiYmJtLW18f3vf7/Ptf785z8D8Hd/93d27bNnzwbg4sWLdu1Wq5XTp08ba508eRK4E0g/KiAggLCwMOrr6+ns7ASgoqICd3d34uLi7MY++eSTjB07lsrKyj7rfBRp51JERGQQefvttwe6hD4999xzDzW/paUFgJCQEIe+u7uVNTU1RpvJZMLLy4tp06YZbRcuXGDevHmsWLGCy5cv86tf/arXtb7+9a8D8Kc//cnulvTly5cB8Pf3txtfVVVFT0+PEXpXrlxJQkICo0aNcrh2e3s7AC4ud/bocnJyaG9vx9XV1W6czWajo6PDGDdUKFyKiIgMIn39hvBR4OXlBUB3d7dD391dwLa2NqPNbDYzY8YMPDw8jLaf/vSnxr/vBsXeLFiwgCNHjpCfn89jjz1GSEgI586do6ioiODgYL71rW/ZjTeZTIwbN46AgAAA/Pz88PPzc7juuXPnOH/+PCEhIfj6+gIwcuRIRo4c6TC2rKyMK1euMGvWrD7rfBQpXIqIiEi/CAoKwtfXl+PHj9PV1YWPj4/Rd/jwYeDOwzEAt27d4tSpU/zoRz+yu8ZHg+a9DB8+nPT0dNavX8/LL79stAcGBrJz5048PT3txpvNZqKjo+95zdbWVjZs2ABAamrqPcfW1dWRm5uLq6srKSkpn6rmR8XQ2qcVERGRAePm5kZycjJXr14lMzOTyspKGhoaKC4upqioCG9vb9zc7ux7nT17lu7uboeHeT6td999lx/+8IfYbDZWrVpFbm4uL7zwAm1tbaSmphq36AEaGhq4fPnyPddqbGwkPT2dpqYmEhMT7xlEL1y4QEZGBtevXyc7O5uJEyc+0Gf4vNLOpYiIiPSb5cuXY7VaKSoqIi0tDbjzkExOTg55eXnGrWaz2UxQUBCjR49+oHV27drFY489xt69e41jjKKjo5kxYwbp6enk5eXxs5/9zFjLx8eHKVOm9Hqt6upqsrOzuXr1KsuXLyczM7PPdU0mE+vWraOnp4fs7GwSEhIeqP7PM4VLERGRQaS3B0geNUlJSSxZsoTa2lo8PT0JDg7m9u3bNDc3M2nSJOBOSPvoU+L3o7Ozk9bWVqKiohzOxwwLC+PrX/+6cVA63AmXERERxq7pRx09epT169djsVjIzMwkMTGxz3VLSkrYunUrLi4ubNq0iWefffaB6v+8U7gUEREZRB72iezB7tChQ3h4eBAdHW23U1heXo7VamX69Ok0NzdTX1/P6tWrH2gNNzc3hg0bxocffthr/+3bt7HZbMCd33ieOXOm17WOHDnC2rVrcXV15ZVXXiEmJqbPNfft22fsvG7ZsoWwsLAHqv1RoN9cioiISL9566232LRpE9euXTPaurq6KCwsxN/fnzlz5mAymfD29mbq1KkPtIaPjw//43/8D06dOsWlS5fs+k6cOMFf/vIXvvGNbwBQWVmJxWJxOFD90qVLbNy4ETc3NwoKCu4ZLE+cOEF+fj4jRoygsLBwSAdL0M6liIiI9KOUlBRWrVpFWloaCxYswGazUVpaSkNDA7m5uXh6ehpvyuntNvWn9eMf/5jU1FRSU1OJj4/n8ccf59KlS+zfv58vf/nLxu8mTSYT48ePdzhKaMeOHVgsFqKiomhtbeXgwYMOa8yePRsvLy+2b9+OzWZj5syZXLx40eGAdoC5c+c+8Gf5vFG4FBERkX4TERFBQUEBe/fupbCwEDc3NyZPnszGjRsJDQ013pSTlZX1UOuMGzeOf/3Xf+W1117jwIEDXLt2jS9/+ct897vf5R/+4R+MQ9RPnDhBbGys3dxbt24Zb9UxmUyYTKZe19i/fz/Xrl0zzts8cOCA3RuGPmoohcthnZ2dtoEuQkREZKhoa2tzeDuMyP0azH9H+s2liIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIj0q7q6Ol5++WW+9a1v8cwzz5CWlobJZOp1bFVVFRERETQ0NDj0Xb9+nXnz5vGLX/yi17nNzc1s3LiROXPmEB0dTVJSEgcPHuyzrpaWFiIiIjh16hQAN27cYM+ePcTHxxMZGUlMTAxZWVmcP3/eYW5nZye5ubk899xzREZGMmfOHNasWcP777//Kb6RR4vbQBcgIiIiQ0d1dTUZGRncvHmTRYsWERgYyLFjx8jKyuKll15i6dKlduPNZjOBgYGMGTPGrv3GjRu8/PLLtLa29rpOU1MTycnJdHR08N3vfpfQ0FAqKyvZuHEj7733HllZWQ5zTCYTw4cPZ+rUqdhsNlavXk1FRQUxMTEsW7aMjo4OSkpKSE1NJT8/n4iICAAsFgvp6enU19czb948QkNDaWxspKSkhPLycvbu3UtwcLCTvsHBT+FSRERE+s3mzZvp6emhoKCAp59+GoDFixezdu1adu7cSWRkJIGBgcZ4k8lEZGSk3TXq6upYt24ddXV1fa5TUFBAe3s7P/nJT1i0aBEACQkJfOUrX+H//J//Q3R0NGFhYXZzzGYz4eHhuLu7U1ZWRkVFBUlJSWRkZBhj4uLiWLZsGdu2baO4uBiAffv2UVdXx5o1a1i4cKExNjY2luTkZHbt2kVeXt4DfmOfP7otLiIiIv2ipaWFmpoawsPDjWAJMGzYMJKSkrBarRw4cMBob2tro7a2lqioKKPtjTfeIDExkba2Nr7//e/3uo7VasVkMvG1r33NLuwBJCcnA1BaWuow5/Tp08ZaJ0+eBCA+Pt5uXEBAAGFhYdTX19PZ2QlARUUF7u7uxMXF2Y198sknGTt2LJWVlZ/43TxKtHMpIiIyiBQv+H8HuoQ+fW//8oea39LSAkBISIhD393dypqaGqPNZDLh5eXFtGnTjLYLFy4wb948VqxYweXLl/nVr37lcK3Ozk4sFgvjxo1j2LBhdn1f+MIX+OIXv0h1dbVde1VVFT09PUboXblyJQkJCYwaNcrh+u3t7QC4uNzZo8vJyaG9vR1XV1e7cTabjY6ODmPcUKFwKSIiMog0VzUNdAmfGS8vLwC6u7sd+u7uAra1tRltZrOZGTNm4OHhYbT99Kc/Nf59+fLl+17n9u3bXL9+nRs3bti1m0wmxo0bR0BAAAB+fn74+fk5zD937hznz58nJCQEX19fAEaOHMnIkSMdxpaVlXHlyhVmzZrVa52PqqEVpUVERGTABAUF4evry/Hjx+nq6rLrO3z4MHDn4RiAW7ducerUKYffW340aPbFx8eH4OBgzp07R1OTfVj/wx/+wK1bt4x17jKbzQ5rfVxraysbNmwAIDU19Z5j6+rqyM3NxdXVlZSUlE+s+VGicCkiIiL9ws3NjeTkZK5evUpmZiaVlZU0NDRQXFxMUVER3t7euLndual69uxZuru7PzHw9SU1NRWLxcKqVas4ceIEjY2N/Pa3v+Vf/uVf8PX1NdYBaGho4PLly/dcq7GxkfT0dJqamkhMTCQ6OrrPsRcuXCAjI4Pr16+TnZ3NxIkTH+gzfF7ptriIiIj0m+XLl2O1WikqKiItLQ2485BMTk4OeXl5xq1ms9lMUFAQo0ePfqB1nnnmGdavX09+fj6rVq0CYMSIEaxatYrf/e53dk+am81mfHx8mDJlSq/Xqq6uJjs7m6tXr7J8+XIyMzP7XNdkMrFu3Tp6enrIzs4mISHhger/PFO4FBERGUS+Mu3BwtTnSVJSEkuWLKG2thZPT0+Cg4O5ffs2zc3NTJo0CbgT0j76lPiDmD9/PnPmzOHSpUu4uLgwbtw4PDw8eO2113j88ceNcWazmYiICLvdzLuOHj3K+vXrsVgsZGZmkpiY2Od6JSUlbN26FRcXFzZt2sSzzz77UPV/XilcioiIDCIP+0T2YHfo0CE8PDyIjo622yksLy/HarUyffp0mpubqa+vZ/Xq1Q+8jslk4m9/+xtz5841AivAn/70J5qbm/nud78L3PmN55kzZ3pd68iRI6xduxZXV1deeeUVYmJi+lxv3759xs7rli1bHM7QHEoULkVERKTfvPXWW9TW1vLrX/+aESNGANDV1UVhYSH+/v7MmTOHd955B29vb6ZOnfrA6xw6dIh3332Xp556yjjmyGq1smPHDh577DHj/MrKykosFovduZsAly5dYuPGjbi5uZGfn8/06dP7XOvEiRPk5+czYsQIXn311SH1Np7eKFyKiIhIv0lJSWHVqlWkpaWxYMECbDYbpaWlNDQ0kJubi6en/3lzUgABAABJREFUp/GmnN5uU39azz//PL///e9ZuXIlixcvxtPTk4MHD3L+/HnWrl1rHB1kMpkYP368w1FCO3bswGKxEBUVRWtra6/vJJ89ezZeXl5s374dm83GzJkzuXjxIhcvXnQYO3fu3Af+LJ83CpciIiLSbyIiIigoKGDv3r0UFhbi5ubG5MmT2bhxI6Ghocabcnp79/f9CA4OZs+ePRQWFvLmm2/y4YcfMn78eHbs2ME3vvENY9yJEyeIjY21m3vr1i3jrTomkwmTydTrGvv37+fatWvGeZsHDhywe8PQRw2lcDmss7PTNtBFiIiIDBVtbW34+/sPdBnyOTeY/450zqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3bQBcgIiIiQ0tdXR179uyhsrISm83GhAkTeP7554mKinIYW1VVxYoVKygtLWXMmDF0dnby2muvcfz4cdra2vDx8WH69OmsWLGCJ554wm7ujRs3ePPNNykrK6OtrY2AgAAWLFjAsmXLcHV1dVirpaWF+fPns3v3bsLDw7lx4wavv/46hw8fpqmpCS8vL6ZMmUJKSgqTJk2ym3s/dT3qFC5FRESk31RXV5ORkcHNmzdZtGgRgYGBHDt2jKysLF566SWWLl1qN95sNhMYGMiYMWOwWCykp6dTX1/PvHnzCA0NpbGxkZKSEsrLy9m7dy/BwcEAfPjhh/zkJz/hxIkTzJ8/n6eeeoqKigp27NjBn//8Z/7pn/7JoTaTycTw4cOZOnUqNpuN1atXU1FRQUxMDMuWLaOjo4OSkhJSU1PJz88nIiIC4L7qGgoULkVERKTfbN68mZ6eHgoKCnj66acBWLx4MWvXrmXnzp1ERkYSGBhojDeZTERGRgKwb98+6urqWLNmDQsXLjTGxMbGkpyczK5du8jLywPgP//zPzGbzfzwhz/k7//+7wFYuHAh//Iv/0JpaSlxcXEOu49ms5nw8HDc3d0pKyujoqKCpKQkMjIyjDFxcXEsW7aMbdu2UVxcfN91DQX6zaWIiIj0i5aWFmpqaggPDzeCJcCwYcNISkrCarVy4MABo72trY3a2lrjdnlFRQXu7u7ExcXZXffJJ59k7NixVFZWGm3vvPMO7u7uLFmyxG7s//pf/wvAbh0Aq9XK6dOnjbVOnjwJQHx8vN24gIAAwsLCqK+vp7Oz877rGgq0cykiIjKIfPtA60CX0KdD80Y91PyWlhYAQkJCHPru7lbW1NQYbSaTCS8vL6ZNmwZATk4O7e3tDr+XtNlsdHR04OLy33tm58+fJzg4GC8vL7uxY8aM4Ytf/CJ//OMf7dqrqqro6ekxQu/KlStJSEhg1CjHz9ze3g5grHc/dQ0FCpciIiKDyKk260CX8Jm5G/S6u7sd+u7uAra1tRltZrOZGTNm4OHhAcDIkSMZOXKkw9yysjKuXLnCrFmzgDsP8vztb38zQunHjRo1isbGRrs2k8nEuHHjCAgIAMDPzw8/Pz+HuefOneP8+fOEhITg6+t7X3UNFUMrSouIiMiACQoKwtfXl+PHj9PV1WXXd/jwYeDOwzEAt27d4tSpU8bvLftSV1dHbm4urq6upKSkABjXHj58eK9zPD09+eCDD+zazGbzJ67V2trKhg0bAEhNTb3vuoYKhUsRERHpF25ubiQnJ3P16lUyMzOprKykoaGB4uJiioqK8Pb2xs3tzk3Vs2fP0t3dfc/Ad+HCBTIyMrh+/TrZ2dlMnDgRuHM7+qP//TibzWZ3C7uhoYHLly/fc63GxkbS09NpamoiMTGR6Ojo+65rqNBtcREREek3y5cvx2q1UlRURFpaGnDnIZmcnBzy8vKMW81ms5mgoCBGjx7d63VMJhPr1q2jp6eH7OxsEhISjL67O5Y3btzode6NGzfw9vY2/m02m/Hx8WHKlCm9jq+uriY7O5urV6+yfPlyMjMz+/x896prqFC4FBERGUTC/d0HuoTPXFJSEkuWLKG2thZPT0+Cg4O5ffs2zc3NxvFAJpOp10PVAUpKSti6dSsuLi5s2rSJZ5991q7f29sbPz8/Wlt7fziqtbXVLrSazWYiIiKMXdOPOnr0KOvXr8disZCZmUliYmKfn+uT6hoqFC5FREQGkYd9InuwO3ToEB4eHkRHR9vtFJaXl2O1Wpk+fTrNzc3U19ezevVqh/n79u0zdji3bNlCWFhYr+s89dRTnD59mhs3buDp6Wm0NzQ00NnZaQQ/i8XCmTNnel3ryJEjrF27FldXV1555RViYmL6/Fyftq6hQL+5FBERkX7z1ltvsWnTJq5du2a0dXV1UVhYiL+/P3PmzMFkMuHt7c3UqVPt5p44cYL8/HxGjBhBYWHhPQPcd77zHSwWi3HQ+V3/+q//CsC8efMAqKysxGKx2J27CXDp0iU2btyIm5sbBQUF9wyW91PXUKCdSxEREek3KSkprFq1irS0NBYsWIDNZqO0tJSGhgZyc3Px9PQ03pTz8dvU27dvx2azMXPmTC5evMjFixcdrj937lwA5syZw9tvv83Pf/5zGhsbCQ0Npby8nP/8z/9k8eLFTJgwAbhz+338+PEORwnt2LEDi8VCVFQUra2tHDx40GGt2bNn4+XldV91DQXDOjs7e3+USkRERJyura0Nf3//gS5jQJ08eZK9e/dSW1uLm5sbkydPJiUlhdDQUKxWK7GxsWRlZbFgwQJjTnNzs8MbcPq69l0ffPABr732Gr/73e/o7Ozkq1/9KgsXLuR73/uecbB5fHw8sbGxpKenG/Nu3bpFdHQ0Vuu9zxzdv38/Li4u912XMwzmvyOFSxERkX40mEOBfH4M5r8j/eZSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERE+lVdXR0vv/wy3/rWt3jmmWdIS0vDZDL1OraqqoqIiAgaGhoA6OzsJDc3l+eee47IyEjmzJnDmjVreP/99++5ZmNjI9HR0Rw4cKDPMS0tLURERHDq1CkAbty4wZ49e4iPjycyMpKYmBiysrI4f/68w9wHretR5DbQBYiIiMjQUV1dTUZGBjdv3mTRokUEBgZy7NgxsrKyeOmll1i6dKndeLPZTGBgIGPGjMFisZCenk59fT3z5s0jNDSUxsZGSkpKKC8vZ+/evQQHBzus2d7eTlZWFh988ME9azOZTAwfPpypU6dis9lYvXo1FRUVxMTEsGzZMjo6OigpKSE1NZX8/HwiIiIAHriuR5XCpYiIiPSbzZs309PTQ0FBAU8//TQAixcvZu3atezcuZPIyEgCAwON8SaTicjISAD27dtHXV0da9asYeHChcaY2NhYkpOT2bVrF3l5eXbrVVVVsWHDBlpaWj6xNrPZTHh4OO7u7pSVlVFRUUFSUhIZGRnGmLi4OJYtW8a2bdsoLi5+4LoeZbotLiIiIv2ipaWFmpoawsPDjWAJMGzYMJKSkrBarXa3rdva2qitrSUqKgqAiooK3N3diYuLs7vuk08+ydixY6msrLRr37JlCytWrMBms9mFvt5YrVZOnz5trHXy5EkA4uPj7cYFBAQQFhZGfX09nZ2dD1TXo047lyIiIoOI16aMTx40QD7Y8POHmn939zAkJMSh7+5uZU1NjdFmMpnw8vJi2rRpAOTk5NDe3o6rq6vdXJvNRkdHBy4u9ntmly5dIjExkR/84Af84Q9/oLS0tM/aqqqq6OnpMULvypUrSUhIYNSoUQ5j29vbAYz17reuR53CpYiIyCDiWlc90CV8Zry8vADo7u526Lu7C9jW1ma0mc1mZsyYgYeHBwAjR45k5MiRDnPLysq4cuUKs2bNsmvfvXu3MfeTmEwmxo0bR0BAAAB+fn74+fk5jDt37hznz58nJCQEX1/fB6rrUTe0orSIiIgMmKCgIHx9fTl+/DhdXV12fYcPHwbuPBwDcOvWLU6dOmX83rIvdXV15Obm4urqSkpKil3fpw2WcCfIftJara2tbNiwAYDU1NQHrutRp3ApIiIi/cLNzY3k5GSuXr1KZmYmlZWVNDQ0UFxcTFFREd7e3ri53bmpevbsWbq7u+8Z+C5cuEBGRgbXr18nOzubiRMnPlBdDQ0NXL58+Z5rNTY2kp6eTlNTE4mJiURHR3/mdX1e6ba4iIiI9Jvly5djtVopKioiLS0NuPOQTE5ODnl5ecatZrPZTFBQEKNHj+71OiaTiXXr1tHT00N2djYJCQkPXJPZbMbHx4cpU6b02l9dXU12djZXr15l+fLlZGZm9nktZ9b1eaVwKSIiMojcDg4d6BI+c0lJSSxZsoTa2lo8PT0JDg7m9u3bNDc3M2nSJOBOSLv75PbHlZSUsHXrVlxcXNi0aRPPPvvsQ9VjNpuJiIgwdk0/6ujRo6xfvx6LxUJmZiaJiYl9XsfZdX1eKVyKiIgMIg/7RPZgd+jQITw8PIiOjrbbKSwvL8dqtTJ9+nSam5upr69n9erVDvP37dtn7HBu2bKFsLCwh6rHYrFw5syZXtc6cuQIa9euxdXVlVdeeYWYmJg+r+Psuj7PFC5FRESk37z11lvU1tby61//mhEjRgDQ1dVFYWEh/v7+zJkzh3feeQdvb2+mTp1qN/fEiRPk5+czYsQIXn31Vae89aayshKLxWJ37ibcOcZo48aNuLm5kZ+fz/Tp0/u8xmdR1+eZwqWIiIj0m5SUFFatWkVaWhoLFizAZrNRWlpKQ0MDubm5eHp6Gm/K+fht6u3bt2Oz2Zg5cyYXL17k4sWLDtefO3fufdVjMpkYP368w1FCO3bswGKxEBUVRWtrKwcPHnSYO3v2bLy8vD6Tuj7PFC5FRESk30RERFBQUMDevXspLCzEzc2NyZMns3HjRkJDQ4035WRlZdnNa25u5vLlywAcOHDA7k0+H3W/Ie7EiRPExsbatd26dct4q47JZMJkMvU6d//+/Vy7du0zqevzbFhnZ6dtoIsQEREZKtra2vD39x/oMuRzbjD/HemcSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGreBLkBERESGlrq6Ovbs2UNlZSU2m40JEybw/PPPExUV5TC2qqqKFStWUFpaypgxY+js7OS1117j+PHjtLW14ePjw/Tp01mxYgVPPPGE3dympiZ+8YtfUFFRQUdHB1/84hd5+umnSUtLw9/f32GtlpYW5s+fz+7duwkPD+fGjRu8/vrrHD58mKamJry8vJgyZQopKSlMmjTJbu791PWoU7gUERGRflNdXU1GRgY3b95k0aJFBAYGcuzYMbKysnjppZdYunSp3Xiz2UxgYCBjxozBYrGQnp5OfX098+bNIzQ0lMbGRkpKSigvL2fv3r0EBwcD0NHRQUpKCtevX2fhwoU88cQT1NXVsX//fioqKnjjjTcYOXKk3Vomk4nhw4czdepUbDYbq1evpqKigpiYGJYtW0ZHRwclJSWkpqaSn59PREQEwH3VNRQoXIqIiEi/2bx5Mz09PRQUFPD0008DsHjxYtauXcvOnTuJjIwkMDDQGG8ymYiMjARg37591NXVsWbNGhYuXGiMiY2NJTk5mV27dpGXlwfAq6++ypUrV+zWAfjGN77Byy+/zC9/+Ut+/OMf29VmNpsJDw/H3d2dsrIyKioqSEpKIiMjwxgTFxfHsmXL2LZtG8XFxfdd11Cg31yKiIhIv2hpaaGmpobw8HC7wDds2DCSkpKwWq0cOHDAaG9ra6O2tta4XV5RUYG7uztxcXF2133yyScZO3YslZWVRltFRQVjxoyxWwdg1qxZ+Pj42I0FsFqtnD592ljr5MmTAMTHx9uNCwgIICwsjPr6ejo7O++7rqFAO5ciIiKDyAenXxzoEvrkNSP/oea3tLQAEBIS4tB3d7eypqbGaDOZTHh5eTFt2jQAcnJyaG9vx9XV1W6uzWajo6MDF5f/3jMrLCykp6fHYZ0PPviADz74wG4s3PltZ09PjxFGV65cSUJCAqNGjXK4Rnt7O4BxjfupayhQuBQRERlEPvzbewNdwmfGy8sLgO7uboe+u7uAbW1tRpvZbGbGjBl4eHgAMHLkSIffSQKUlZVx5coVZs2aZbQFBAT0WsO+ffu4ffs2M2bMsGs3mUyMGzfOmOfn54efn5/D/HPnznH+/HlCQkLw9fW977qGgqEVpUVERGTABAUF4evry/Hjx+nq6rLrO3z4MHDn4RiAW7ducerUKeP3ln2pq6sjNzcXV1dXUlJS7jn21KlTFBUV4e3tzfLly+36zGbzJ67V2trKhg0bAEhNTXVaXY8ahUsRERHpF25ubiQnJ3P16lUyMzOprKykoaGB4uJiI/S5ud25qXr27Fm6u7vvGfguXLhARkYG169fJzs7m4kTJ/Y5try8nOzsbD788EN++tOf2u1sNjQ0cPny5Xuu1djYSHp6Ok1NTSQmJhIdHe2Uuh5Fui0uIiIi/Wb58uVYrVaKiopIS0sD7tzCzsnJIS8vz7jVbDabCQoKYvTo0b1ex2QysW7dOnp6esjOziYhIaHPNf+//+//42c/+xnDhg3j//l//h+H29RmsxkfHx+mTJnS6/zq6mqys7O5evUqy5cvJzMzs8+17qeuR5XCpYiIyCDi4vvkQJfwmUtKSmLJkiXU1tbi6elJcHAwt2/fprm52Tic3GQy9XqoOkBJSQlbt27FxcWFTZs28eyzz/a51p49e3j99dfx8fFh8+bNhIeHO4wxm81EREQYu6YfdfToUdavX4/FYiEzM5PExMQ+17qfuh5lCpciIiKDyMM+kT3YHTp0CA8PD6Kjo+12CsvLy7FarUyfPp3m5mbq6+tZvXq1w/x9+/YZO5xbtmwhLCysz7W2b9/Ov/3bv/GVr3yFvLy8Xg8yt1gsnDlzpte1jhw5wtq1a3F1deWVV14hJiamz7Xup65HncKliIiI9Ju33nqL2tpafv3rXzNixAgAurq6KCwsxN/fnzlz5vDOO+/g7e3N1KlT7eaeOHGC/Px8RowYwauvvnrPt96Ulpbyb//2bzz++OO8+uqrvR4pBFBZWYnFYnE4D/PSpUts3LgRNzc38vPzmT59ep9r3U9dQ4HCpYiIiPSblJQUVq1aRVpaGgsWLMBms1FaWkpDQwO5ubl4enoab8r5+G3q7du3Y7PZmDlzJhcvXuTixYsO1587dy4ffPABu3fvBmD27NmcOXPGYZyXlxezZ8/GZDIxfvx4h6OEduzYgcViISoqitbWVg4ePOhwjdmzZ+Pl5fWp6xoqhnV2dtoGuggREZGhoq2tDX9//4EuY0CdPHmSvXv3Ultbi5ubG5MnTyYlJYXQ0FCsViuxsbFkZWWxYMECY05zc7PDG3D6unZlZaXxsFBfRo8ezdtvv018fDyxsbGkp6cbfbdu3SI6Ohqr1XrPa+zfvx8XF5dPXZczDea/I4VLERGRfjSYQ4F8fgzmvyOdcykiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTuM20AWIiIjI0FJXV8eePXuorKzEZrMxYcIEnn/+eaKiohzGVlVVsWLFCkpLSxkzZgydnZ289tprHD9+nLa2Nnx8fJg+fTorVqzgiSeesJvb3t7OL37xC06cOEF7eztf+9rXiI+PZ9GiRQwbNsxhrZaWFubPn8/u3bsJDw/nxo0bvP766xw+fJimpia8vLyYMmUKKSkpTJo0yW7u/dT1qFO4FBERkX5TXV1NRkYGN2/eZNGiRQQGBnLs2DGysrJ46aWXWLp0qd14s9lMYGAgY8aMwWKxkJ6eTn19PfPmzSM0NJTGxkZKSkooLy9n7969BAcHA9DV1cWKFStobm4mISGBxx9/nBMnTrB582bq6ur48Y9/7FCbyWRi+PDhTJ06FZvNxurVq6moqCAmJoZly5bR0dFBSUkJqamp5OfnExERAXBfdQ0FCpciIiLSbzZv3kxPTw8FBQU8/fTTACxevJi1a9eyc+dOIiMjCQwMNMabTCYiIyMB2LdvH3V1daxZs4aFCxcaY2JjY0lOTmbXrl3k5eUB8Ktf/YrLly/zz//8z3z7298GID4+nuzsbEpKSli6dKndOnAnyIaHh+Pu7k5ZWRkVFRUkJSWRkZFhjImLi2PZsmVs27aN4uLi+65rKNBvLkVERKRftLS0UFNTQ3h4uBEsAYYNG0ZSUhJWq5UDBw4Y7W1tbdTW1hq3yysqKnB3dycuLs7uuk8++SRjx46lsrLSaLt58yahoaHExMTYjf3GN76BzWbjwoULdu1Wq5XTp08ba508eRK4E0g/KiAggLCwMOrr6+ns7LzvuoYC7VyKiIgMIr94Z9NAl9Cn1O9ueKj5LS0tAISEhDj03d1FrKmpMdpMJhNeXl5MmzYNgJycHNrb23F1dbWba7PZ6OjowMXlv/fMfvSjH/Vaw91Q+dWvftWuvaqqip6eHiP0rly5koSEBEaNGuVwjfb2dgBjvfupayhQuBQRERlE/tJWN9AlfGa8vLwA6O7udui7uwvY1tZmtJnNZmbMmIGHhwcAI0eOZOTIkQ5zy8rKuHLlCrNmzep13Q8++ICGhgZ++9vf8pvf/Ibo6GieeuopuzEmk4lx48YREBAAgJ+fH35+fg7XOnfuHOfPnyckJARfX9+HqutRpXApIiIi/SIoKAhfX1+OHz9OV1cXPj4+Rt/hw4eBOw/HANy6dYtTp071uQN5V11dHbm5ubi6upKSktLrmFdffZV9+/YB8LWvfY0XX3zRYYzZbCY6Ovqea7W2trJhw53d29TU1Ieu61E1tPZpRUREZMC4ubmRnJzM1atXyczMpLKykoaGBoqLiykqKsLb2xs3tzv7XmfPnqW7u9t4mKc3Fy5cICMjg+vXr5Odnc3EiRN7Hfd3f/d3bN26lR/+8Idcu3aNxMREqqurjf6GhgYuX758z7UaGxtJT0+nqamJxMTEewbRT1vXo0o7lyIiItJvli9fjtVqpaioiLS0NODOQzI5OTnk5eUZt5rNZjNBQUGMHj261+uYTCbWrVtHT08P2dnZJCQk9LlmeHg4ALNmzeKb3/wmSUlJ7Ny5kz179hhr+fj4MGXKlF7nV1dXk52dzdWrV1m+fDmZmZl9rnU/dT2qFC5FREQGka/5P/rnISYlJbFkyRJqa2vx9PQkODiY27dv09zcbBxObjKZej1UHaCkpIStW7fi4uLCpk2bePbZZz/12hMmTCAoKMjuwSGz2UxERISxa/pRR48eZf369VgsFjIzM0lMTOzz2g9T16NE4VJERGQQedgnsge7Q4cO4eHhQXR0tN1OYXl5OVarlenTp9Pc3Ex9fT2rV692mL9v3z5jh3PLli2EhYU5jLHZbDz//PN4eHjwy1/+0qG/u7ubxx57DLjzG88zZ870utaRI0dYu3Ytrq6uvPLKKw7HGt1vXUOFfnMpIiIi/eatt95i06ZNXLt2zWjr6uqisLAQf39/5syZg8lkwtvbm6lTp9rNPXHiBPn5+YwYMYLCwsI+A9ywYcPw9/fn/PnzlJeX2/W9++67NDU1MXv2bAAqKyuxWCx2524CXLp0iY0bN+Lm5kZBQcE9g+WnrWuo0M6liIiI9JuUlBRWrVpFWloaCxYswGazUVpaSkNDA7m5uXh6ehpvyvn4bert27djs9mYOXMmFy9e5OLFiw7Xnzt3LgAvvvgi//f//l/+8R//kfj4eB5//HH++Mc/8s477/D1r3+d9PR04M7t9/HjxzscJbRjxw4sFgtRUVG0trZy8OBBh7Vmz56Nl5fXfdU1FAzr7Oy0DXQRIiIiQ0VbWxv+/v4DXcaAOnnyJHv37qW2thY3NzcmT55MSkoKoaGhWK1WYmNjycrKYsGCBcac5uZmhzfg9HXtuxoaGnj11VepqKjg+vXrBAQE8K1vfYsf/OAHxjFI8fHxxMbGGmET7hyDFB0djdVqveda+/fvx8XF5b7rcobB/HekcCkiItKPBnMokM+Pwfx3pN9cioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIhIv6qrq+Pll1/mW9/6Fs888wxpaWmYTKZex1ZVVREREUFDQwMAnZ2d5Obm8txzzxEZGcmcOXNYs2YN77///ieuu27dOiIiImhsbOy1v6WlhYiICE6dOgXAjRs32LNnD/Hx8URGRhITE0NWVhbnz593mPswdT1q3Aa6ABERERk6qqurycjI4ObNmyxatIjAwECOHTtGVlYWL730EkuXLrUbbzabCQwMZMyYMVgsFtLT06mvr2fevHmEhobS2NhISUkJ5eXl7N27l+Dg4F7X/e1vf8vvfve7e9ZmMpkYPnw4U6dOxWazsXr1aioqKoiJiWHZsmV0dHRQUlJCamoq+fn5REREADxUXY8ihUsRERHpN5s3b6anp4eCggKefvppABYvXszatWvZuXMnkZGRBAYGGuNNJhORkZEA7Nu3j7q6OtasWcPChQuNMbGxsSQnJ7Nr1y7y8vIc1mxsbCQ3NxcPDw9u3rzZZ21ms5nw8HDc3d0pKyujoqKCpKQkMjIyjDFxcXEsW7aMbdu2UVxc/FB1Pap0W1xERET6RUtLCzU1NYSHhxvBEmDYsGEkJSVhtVo5cOCA0d7W1kZtbS1RUVEAVFRU4O7uTlxcnN11n3zyScaOHUtlZaXDmrdv32bjxo08/vjjPPPMM33WZrVaOX36tLHWyZMnAYiPj7cbFxAQQFhYGPX19XR2dj5wXY8y7VyKiIgMIm+//fZAl9Cn55577qHmt7S0ABASEuLQd3e3sqamxmgzmUx4eXkxbdo0AHJycmhvb8fV1dVurs1mo6OjAxcXxz2zN954g/fee48333yT//2//3eftVVVVdHT02OE3pUrV5KQkMCoUaMcxra3twMY6z1IXY8yhUsREZFBpLW1daBL+Mx4eXkB0N3d7dB3dxewra3NaDObzcyYMQMPDw8ARo4cyciRIx3mlpWVceXKFWbNmmXXfv78efbu3cuLL77I2LFj71mbyWRi3LhxBAQEAODn54efn5/DuHPnznH+/HlCQkLw9fV9oLoedUMrSouIiMiACQoKwtfXl+PHj9PV1WXXd/jwYeDOwzEAt27d4tSpU8bvLftSV1dHbm4urq6upKSkGO09PT1s3LiR6dOns2TJkk+szWw2f+Jara2tbNiwAYDU1NQHqmsoULgUERGRfuHm5kZycjJXr14lMzOTyspKGhoaKC4upqioCG9vb9zc7txUPXv2LN3d3fcMfBcuXCAjI4Pr16+TnZ3NxIkTjb5t27Zx7do1NmzYwLBhw+5ZV0NDA5cvX77nWo2NjaSnp9PU1ERiYiLR0dEPVNdQoNviIiIi0m+WL1+O1WqlqKiItLQ04M5DMjk5OeTl5Rm3ms1mM0FBQYwePbrX65hMJtatW0dPTw/Z2dkkJCQYfb///e/5zW9+w49//GM8PDyMW+5WqxWA69ev09nZadz2NpvN+Pj4MGXKlF7Xqq6uJjs7m6tXr7J8+XIyMzP7/Hz3qmuoULgUEREZRHp7gORRk5SUxJIlS6itrcXT05Pg4GBu375Nc3MzkyZNAu6EtLtPbn9cSUkJW7duxcXFhU2bNvHss8/a9f/Xf/0XAFu2bGHLli0O859//nngv58IN5vNREREGLumH3X06FHWr1+PxWIhMzOTxMTEPj/XJ9U1VChcioiIDCIP+0T2YHfo0CE8PDyIjo622yksLy/HarUyffp0mpubqa+vZ/Xq1Q7z9+3bZ+xwbtmyhbCwMIcxzz//PHPnznVo/9//+39TUVHBpk2b+NKXvgTc+Y3nmTNnel3ryJEjrF27FldXV1555RViYmL6/Fyfpq6hQuFSRERE+s1bb71FbW0tv/71rxkxYgQAXV1dFBYW4u/vz5w5c3jnnXfw9vZm6tSpdnNPnDhBfn4+I0aM4NVXX+3zrTdjx47t9enwgwcPAjBlyhS++tWvAlBZWYnFYrE7dxPg0qVLbNy4ETc3N/Lz85k+fXqfn+nT1jVUKFyKiIhIv0lJSWHVqlWkpaWxYMECbDYbpaWlNDQ0kJubi6enp/GmnI/fpt6+fTs2m42ZM2dy8eJFLl686HD93nYs78VkMjF+/HiHo4R27NiBxWIhKiqK1tZWI5h+1OzZs/Hy8vpM6vo8U7gUERGRfhMREUFBQQF79+6lsLAQNzc3Jk+ezMaNGwkNDTXelJOVlWU3r7m5mcuXLwNw4MABuzf5fNT9hrgTJ04QGxtr13br1i3jrTomkwmTydTr3P3793Pt2rXPpK7Ps2GdnZ22gS5CRERkqGhra8Pf33+gy5DPucH8d6RzLkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGncBroAERERGVrq6urYs2cPlZWV2Gw2JkyYwPPPP09UVJTD2KqqKlasWEFpaSljxoyhs7OT1157jePHj9PW1oaPjw/Tp09nxYoVPPHEE3Zzi4qKKCws7LWGF154gdTUVLu2lpYW5s+fz+7duwkPD+fGjRu8/vrrHD58mKamJry8vJgyZQopKSlMmjTJbu791PWoU7gUERGRflNdXU1GRgY3b95k0aJFBAYGcuzYMbKysnjppZdYunSp3Xiz2UxgYCBjxozBYrGQnp5OfX098+bNIzQ0lMbGRkpKSigvL2fv3r0EBwcbc2tra/Hy8uInP/mJQx3jxo1zaDOZTAwfPpypU6dis9lYvXo1FRUVxMTEsGzZMjo6OigpKSE1NZX8/HwiIiIA7ruuR53CpYiIiPSbzZs309PTQ0FBAU8//TQAixcvZu3atezcuZPIyEgCAwON8SaTicjISAD27dtHXV0da9asYeHChcaY2NhYkpOT2bVrF3l5eUb7pUuXGDt2LHPnzv1UtZnNZsLDw3F3d6esrIyKigqSkpLIyMgwxsTFxbFs2TK2bdtGcXHxA9X1qNNvLkVERKRftLS0UFNTQ3h4uBEsAYYNG0ZSUhJWq5UDBw4Y7W1tbdTW1hq3yysqKnB3dycuLs7uuk8++SRjx46lsrLSaLtx4wZ//etfGTt27KeqzWq1cvr0aWOtkydPAhAfH283LiAggLCwMOrr6+ns7LzvuoYC7VyKiIgMIsUL/t+BLqFP39u//KHmt7S0ABASEuLQd3e3sqamxmgzmUx4eXkxbdo0AHJycmhvb8fV1dVurs1mo6OjAxeX/94zq6ur48MPPzRuR1ssFlxdXXFz6z36VFVV0dPTY4TelStXkpCQwKhRoxzGtre3Axjr3U9dQ4HCpYiIyCDSXNU00CV8Zry8vADo7u526Lu7C9jW1ma0mc1mZsyYgYeHBwAjR45k5MiRDnPLysq4cuUKs2bNMtouXboEwIULF1iyZAmXL1/GxcWFqVOn8uKLLzJhwgS7a5hMJsaNG0dAQAAAfn5++Pn5Oax17tw5zp8/T0hICL6+vvdd11AwtKK0iIiIDJigoCB8fX05fvw4XV1ddn2HDx8G7uwwAty6dYtTp04Zv7fsS11dHbm5ubi6upKSkmK03w2XZ8+eJT4+ntzcXFJSUnjvvff4h3/4B6qrq+2uYzabP3Gt1tZWNmzYAODwpPmnrWsoULgUERGRfuHm5kZycjJXr14lMzOTyspKGhoaKC4upqioCG9vb+O29dmzZ+nu7r5n4Ltw4QIZGRlcv36d7OxsJk6caPR985vfJCkpiTfffJPvfe97zJo1ixdeeIHdu3djtVrZvn27MbahoYHLly/fc63GxkbS09NpamoiMTGR6OjoB6prKNBtcREREek3y5cvx2q1UlRURFpaGnDnIZmcnBzy8vKMW81ms5mgoCBGjx7d63VMJhPr1q2jp6eH7OxsEhIS7PpnzpzJzJkzHeaFhoYyefJkzp07R3d3N97e3pjNZnx8fJgyZUqva1VXV5Odnc3Vq1dZvnw5mZmZfX6+T6prKFC4FBERGUS+Mq33MPUoSUpKYsmSJdTW1uLp6UlwcDC3b9+mubnZOJzcZDL1eqg6QElJCVu3bsXFxYVNmzbx7LPP3tf6X/rSl7DZbHzwwQdGuIyIiOj1YZ+jR4+yfv16LBYLmZmZJCYm9nndh63rUaFwKSIiMog87BPZg92hQ4fw8PAgOjrabqewvLwcq9XK9OnTaW5upr6+ntWrVzvM37dvn7HDuWXLFsLCwhzG2Gw2kpOTAXjjjTcc+uvr6/H29uaLX/wiFouFM2fO9LrWkSNHWLt2La6urrzyyivExMT0+bk+TV1DhX5zKSIiIv3mrbfeYtOmTVy7ds1o6+rqorCwEH9/f+bMmYPJZMLb25upU6fazT1x4gT5+fmMGDGCwsLCPgPcsGHDGDFiBNXV1Rw9etSu75133qG+vp65c+fi6upKZWUlFovF7txNuPNA0MaNG3Fzc6OgoOCewfLT1jVUaOdSRERE+k1KSgqrVq0iLS2NBQsWYLPZKC0tpaGhgdzcXDw9PY035Xz8NvX27dux2WzMnDmTixcvcvHiRYfr330bz6pVqzh//jzr1q1j4cKFPPHEE/zxj3/knXfeYezYsaSnpwN3br+PHz/e4SihHTt2YLFYiIqKorW1lYMHDzqsNXv2bLy8vO6rrqFgWGdnp22gixARERkq2tra8Pf3H+gyBtTJkyfZu3cvtbW1uLm5MXnyZFJSUggNDcVqtRIbG0tWVhYLFiww5jQ3Nzu8Aaeva9/117/+lcLCQk6ePMn169fx9/cnJiaG5ORkvvCFLwB33sATGxtrhE24cwxSdHQ0Vqv1nmvt378fFxeX+67LGQbz35HCpYiISD8azKFAPj8G89+RfnMpIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk7jNtAFiIiIyNBSV1fHnj17qKysxGazMWHCBJ5//nmioqIcxlZVVbFixQpKS0sZM2YMnZ2dvPbaaxw/fpy2tjZ8fHyYPn06K1as4IknnnCY/+677/Lv//7v1NbWMnz4cKZMmcIPf/hDvv71rzuMbWlpYf78+ezevZvw8HBu3LjB66+/zuHDh2lqasLLy4spU6aQkpLCpEmT7Obeb12PsmGdnZ22gS5CRERkqGhra8Pf33+gyxgw1dXVZGRkcPPmTRYtWkRgYCDHjh2joqKCl156iaVLl9qN3717N7///e956623sFgsJCUlUV9fz7x58wgNDaWxsZGSkhIA9u7dS3BwsDG3sLCQoqIipk2bxre//W2uXLlCcXExrq6u/Ou//itf/epX7db69a9/zY4dOzh06BBubm5kZmZSUVFBTEwM06dPp6Ojg5KSEv72t7+Rn59PREQEwH3X5QyD+e9IO5ciIiLSbzZv3kxPTw8FBQU8/fTTACxevJi1a9eyc+dOIiMjCQwMNMabTCYiIyMB2LdvH3V1daxZs4aFCxcaY2JjY0lOTmbXrl3k5eUB8N577/H6668zc+ZMtmzZgqurKwARERGkpaXx5ptvsmbNGrvazGYz4eHhuLu7U1ZWRkVFBUlJSWRkZBhj4uLiWLZsGdu2baO4uPi+6xoK9JtLERER6RctLS3U1NQQHh5uBEuAYcOGkZSUhNVq5cCBA0Z7W1sbtbW1xu3yiooK3N3diYuLs7vuk08+ydixY6msrDTaSktL+fDDD8nOzjaCJUBYWBipqak89dRTdtewWq2cPn3aWOvkyZMAxMfH240LCAggLCyM+vp6Ojs777uuoUA7lyIiIoPItw+0DnQJfTo0b9RDzW9paQEgJCTEoe/ubmVNTY3RZjKZ8PLyYtq0aQDk5OTQ3t5uFxYBbDYbHR0duLj8957Z6dOnCQ4ONm59W61WPvzwQx577DFeeOEFh/Wrqqro6ekxQu/KlStJSEhg1CjHz9ze3g5grHc/dQ0FCpciIiKDyKk260CX8Jnx8vICoLu726Hv7i5gW1ub0WY2m5kxYwYeHh4AjBw5kpEjRzrMLSsr48qVK8yaNQu4EyQbGhqIioqisrKSXbt28cc//hGASZMm8eKLLzJ58mS7a5hMJsaNG0dAQAAAfn5++Pn5Oax17tw5zp8/T0hICL6+vvdV11AxtKK0iIiIDJigoCB8fX05fvw4XV1ddn2HDx8G7jwcA3Dr1i1OnTpl/N6yL3V1deTm5uLq6kpKSgoAXV1dfPjhh7z//vtkZmYyceJEfvazn7Fy5UouX75Menq6ETbvMpvNn7hWa2srGzZsACA1NfW+6xoqFC5FRESkX7i5uZGcnMzVq1fJzMyksrKShoYGiouLKSoqwtvbGze3OzdVz549S3d39z0D34ULF8jIyOD69etkZ2czceJEAG7evAnAX/7yF9LT01m9ejXPPPMMiYmJ7N69m9u3b5Ofn29cp6GhgcuXL99zrcbGRtLT02lqaiIxMZHo6Oj7rmuo0G1xERER6TfLly/HarVSVFREWloacOchmZycHPLy8oxbzWazmaCgIEaPHt3rdUwmE+vWraOnp4fs7GwSEhKMvru3311dXe3aASZMmMDkyZM5d+4cH3zwAV5eXpjNZnx8fJgyZUqva1VXV5Odnc3Vq1dZvnw5mZmZfX6+e9U1VChcioiIDCLh/u4DXcJnLikpiSVLllBbW4unpyfBwcHcvn2b5uZm43Byk8nU66HqACUlJWzduhUXFxc2bdrEs88+a9f/hS98wdgFfeyxxxzmf/nLX8Zms9Hd3W2Ey4iICGPX9KOOHj3K+vXrsVgsZGZmkpiY2Ofn+qS6hgqFSxERkUHkYZ/IHuwOHTqEh4cH0dHRdjuF5eXlWK1Wpk+fTnNzM/X19axevdph/r59+4wdzi1bthAWFuYwZtiwYYSGhnL69GlaW1sdnvj+61//ipeXF1/60pewWCycOXOm17WOHDnC2rVrcXV15ZVXXiEmJqbPz/Vp6hoq9JtLERER6TdvvfUWmzZt4tq1a0ZbV1cXhYWF+Pv7M2fOHEwmE97e3kydOtVu7okTJ8jPz2fEiBEUFhbeM8DNnz8fm81GYWGhwzUuXLhATEwMLi4uVFZWYrFY7M7dBLh06RIbN27Ezc2NgoKCewbL+6lrKNDOpYiIiPSblJQUVq1aRVpaGgsWLMBms1FaWkpDQwO5ubl4enoab8r5+G3q7du3Y7PZmDlzJhcvXuTixYsO1587dy4A3/nOd/jDH/7Ab37zG65evcqsWbP461//yn/8x3/g7+9vvHXHZDIxfvx4h6OEduzYgcViISoqitbWVg4ePOiw1uzZs/Hy8rqvuoYCvVtcRESkHw3md0L3l5MnT7J3715qa2txc3Nj8uTJpKSkEBoaitVqJTY2lqysLBYsWGDMaW5udngDTl/Xvuv27dv8+7//O2+//TZ//etf8fHxITIykvT0dOP/g/j4eGJjY0lPTzfm3bp1i+joaKzWe585un//flxcXO67LmcYzH9HCpciIiL9aDCHAvn8GMx/R/rNpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jdtAFyAiIiJDS11dHXv27KGyshKbzcaECRN4/vnniYqKchhbVVXFihUrKC0tZcyYMXR2dvLaa69x/Phx2tra8PHxYfr06axYsYInnnjCmBcREfGJdZw8edLu3y0tLcyfP5/du3cTHh7OjRs3eP311zl8+DBNTU14eXkxZcoUUlJSmDRpkt3cT1vXUKBwKSIiIv2murqajIwMbt68yaJFiwgMDOTYsWNkZWXx0ksvsXTpUrvxZrOZwMBAxowZg8ViIT09nfr6eubNm0doaCiNjY2UlJRQXl7O3r17CQ4OBuCnP/1pr+uXl5dz8OBBnnnmGYc+k8nE8OHDmTp1KjabjdWrV1NRUUFMTAzLli2jo6ODkpISUlNTyc/PNwLs/dQ1FChcioiISL/ZvHkzPT09FBQU8PTTTwOwePFi1q5dy86dO4mMjCQwMNAYbzKZiIyMBGDfvn3U1dWxZs0aFi5caIyJjY0lOTmZXbt2kZeXB8DcuXMd1m5paWH79u0EBgayYcMGh36z2Ux4eDju7u6UlZVRUVFBUlISGRkZxpi4uDiWLVvGtm3bKC4uvu+6hgL95lJERET6RUtLCzU1NYSHhxvBEmDYsGEkJSVhtVo5cOCA0d7W1kZtba1xu7yiogJ3d3fi4uLsrvvkk08yduxYKisr77n+li1buHbtGv/0T/+Et7e3XZ/VauX06dPGWndvmcfHx9uNCwgIICwsjPr6ejo7O51S16NGO5ciIiKDiNemjE8eNEA+2PDzh5rf0tICQEhIiEPf3d3Kmpoao81kMuHl5cW0adMAyMnJob29HVdXV7u5NpuNjo4OXFz63jM7efIkx44dY+7cuYSFhTn0V1VV0dPTY4TelStXkpCQwKhRoxzGtre3AxjrPUxdjyKFSxERkUHEta56oEv4zHh5eQHQ3d3t0Hd3F7Ctrc1oM5vNzJgxAw8PDwBGjhzJyJEjHeaWlZVx5coVZs2a1efaP//5z3FzcyM9Pb3XfpPJxLhx4wgICADAz88PPz8/h3Hnzp3j/PnzhISE4Ovr+9B1PYqGVpQWERGRARMUFISvry/Hjx+nq6vLru/w4cPAnYdjAG7dusWpU6eM31v2pa6ujtzcXFxdXUlJSel1zLlz56iurmbu3Ll85Stf6XWM2Wz+xLVaW1uN32qmpqY+dF2PKoVLERER6Rdubm4kJydz9epVMjMzqayspKGhgeLiYoqKivD29sbN7c5N1bNnz9Ld3X3PwHfhwgUyMjK4fv062dnZTJw4sddx//Ef/wFAYmJir/0NDQ1cvnz5nms1NjaSnp5OU1MTiYmJREdHP3RdjyrdFhcREZF+s3z5cqxWK0VFRaSlpQF3HpLJyckhLy/PuNVsNpsJCgpi9OjRvV7HZDKxbt06enp6yM7OJiEhoddxVqsVk8nExIkTCQoK6nWM2WzGx8eHKVOm9NpfXV1NdnY2V69eZfny5WRmZvb5+T5tXY8yhUsREZFB5HZw6ECX8JlLSkpiyZIl1NbW4unpSXBwMLdv36a5udk4nNxkMvV6qDpASUkJW7duxcXFhU2bNvHss8/2udbp06fp7u5mzpw5fY4xm81EREQYu6YfdfToUdavX4/FYiEzM7PP3c/7retRpnApIiIyiDzsE9mD3aFDh/Dw8CA6Otpup7C8vByr1cr06dNpbm6mvr6e1atXO8zft2+fscO5ZcuWXp/8/qiqqioAvvnNb/bab7FYOHPmTK9rHTlyhLVr1+Lq6sorr7xCTExMn+vcb12PMoVLERER6TdvvfUWtbW1/PrXv2bEiBEAdHV1UVhYiL+/P3PmzOGdd97B29ubqVOn2s09ceIE+fn5jBgxgldfffVTvfWmpqYGLy+vPm+JV1ZWYrFY7M7dBLh06RIbN27Ezc2N/Px8pk+f3ucaD1LXo0zhUkRERPpNSkoKq1atIi0tjQULFmCz2SgtLaWhoYHc3Fw8PT2NN+V8/Db19u3bsdlszJw5k4sXL3Lx4kWH63/8zTyXL18mICCgz7MmTSYT48ePdzhKaMeOHVgsFqKiomhtbeXgwYMOc2fPno2Xl9cD1fUoG9bZ2Wkb6CJERESGira2Nvz9/Qe6jAF18uRJ9u7dS21tLW5ubkyePJmUlBRCQ0OxWq3ExsaSlZXFggULjDnNzc0Ob8Dp69ofNXPmTEJCQvjlL3/Z6/j4+HhiY2Ptzr+8desW0dHRWK3We661f/9+XFxcHqiuhzWY/44ULkVERPrRYA4F8vkxmP+OdM6liIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jdtAFyAiIiJDS11dHXv27KGyshKbzcaECRN4/vnniYqKchhbVVXFihUrKC0tZcyYMXR2dvLaa69x/Phx2tra8PHxYfr06axYsYInnnjCbu6VK1fYs2cPZrOZa9euMWrUKL7zne/wgx/8AA8PD4e1WlpamD9/Prt37yY8PJwbN27w+uuvc/jwYZqamvDy8mLKlCmkpKQwadIku7n3U9ejTuFSRERE+k11dTUZGRncvHmTRYsWERgYyLFjx8jKyuKll15i6dKlduPNZjOBgYGMGTMGi8VCeno69fX1zJs3j9DQUBobGykpKaG8vJy9e/cSHBwMQFdXFy+88AItLS3ExcUxfvx4Tp8+zS9/+UtqamooKChwqM1kMjF8+HCmTp2KzWZj9erVVFRUEBMTw7Jly+jo6KCkpITU1FTy8/OJiIgAuK+6hgKFSxEREek3mzdvpqenh4KCAp5++mkAFi9ezNq1a9m5cyeRkZEEBgYa400mE5GRkQDs27ePuro61qxZw8KFC40xsbGxJCcns2vXLvLy8gB4++23aWxs5Ic//CF///d/D0B8fDw5OTn85je/4cSJE8b6d5nNZsLDw3F3d6esrIyKigqSkpLIyMgwxsTFxbFs2TK2bdtGcXHxfdc1FOg3lyIiItIvWlpaqKmpITw83C7YDRs2jKSkJKxWKwcOHDDa29raqK2tNW6XV1RU4O7uTlxcnN11n3zyScaOHUtlZaXR9uc//xmAv/u7v7MbO3v2bAAuXrxo1261Wjl9+rSx1smTJ4E7gfSjAgICCAsLo76+ns7OzvuuayjQzqWIiMgg8sHpFwe6hD55zch/qPktLS0AhISEOPTd3a2sqakx2kwmE15eXkybNg2AnJwc2tvbcXV1tZtrs9no6OjAxeW/98y+/vWvA/CnP/3J7pb05cuXAfD397e7RlVVFT09PUboXblyJQkJCYwaNcqh1vb2dgBjvfupayhQuBQRERlEPvzbewNdwmfGy8sLgO7uboe+u7uAbW1tRpvZbGbGjBnGwzcjR45k5MiRDnPLysq4cuUKs2bNMtoWLFjAkSNHyM/P57HHHiMkJIRz585RVFREcHAw3/rWt+yuYTKZGDduHAEBAQD4+fnh5+fnsNa5c+c4f/48ISEh+Pr63nddQ4HCpYiIiPSLoKAgfH19OX78OF1dXfj4+Bh9hw8fBu48HANw69YtTp06xY9+9KN7XrOuro7c3FxcXV1JSUkx2ocPH056ejrr16/n5ZdfNtoDAwPZuXMnnp6edtcxm81ER0ffc63W1lY2bNgAQGpq6gPVNRQMrX1aERERGTBubm4kJydz9epVMjMzqayspKGhgeLiYoqKivD29sbN7c6+19mzZ+nu7jYe5unNhQsXyMjI4Pr162RnZzNx4kSj79133+WHP/whNpuNVatWkZubywsvvEBbWxupqanGLXqAhoYGLl++fM+1GhsbSU9Pp6mpicTExHsG0XvVNRRo51JERET6zfLly7FarRQVFZGWlgbceUgmJyeHvLw841az2WwmKCiI0aNH93odk8nEunXr6OnpITs7m4SEBLv+Xbt28dhjj7F3717GjBkDQHR0NDNmzCA9PZ28vDx+9rOfGWv5+PgwZcqUXteqrq4mOzubq1evsnz5cjIzM/v8fJ9U11CgcCkiIjKIuPg+OdAlfOaSkpJYsmQJtbW1eHp6EhwczO3bt2lubjYOJzeZTL0eqg5QUlLC1q1bcXFxYdOmTTz77LN2/Z2dnbS2thIVFWUEy7vCwsL4+te/zqlTp4w2s9lMRESEsWv6UUePHmX9+vVYLBYyMzNJTEzs83N9Ul1DhcKliIjIIPKwT2QPdocOHcLDw4Po6Gi7ncLy8nKsVivTp0+nubmZ+vp6Vq9e7TB/3759xg7nli1bCAsLcxjj5ubGsGHD+PDDD3ut4fbt29hsNuDObzzPnDnT61pHjhxh7dq1uLq68sorrxATE9Pn5/o0dQ0V+s2liIiI9Ju33nqLTZs2ce3aNaOtq6uLwsJC/P39mTNnDiaTCW9vb6ZOnWo398SJE+Tn5zNixAgKCwv7DHA+Pj78j//xPzh16hSXLl1yuMZf/vIXvvGNbwBQWVmJxWJxOFD90qVLbNy4ETc3NwoKCu4ZLD9tXUOFdi5FRESk36SkpLBq1SrS0tJYsGABNpuN0tJSGhoayM3NxdPT03hTzsdvU2/fvh2bzcbMmTO5ePGiw0HoAHPnzgXgxz/+MampqaSmphIfH8/jjz/OpUuX2L9/P1/+8peN302aTCbGjx/vcJTQjh07sFgsREVF0draysGDBx3Wmj17Nl5eXvdV11AwrLOz0zbQRYiIiAwVbW1tDgd4DzUnT55k79691NbW4ubmxuTJk0lJSSE0NBSr1UpsbCxZWVksWLDAmNPc3OzwBpy+rn3XX//6V1577TUqKiq4du0aX/7yl4mMjOQf/uEfjP8P4uPjiY2NJT093Zh369YtoqOjsVqt91xr//79uLi43HddzjCY/44ULkVERPrRYA4F8vkxmP+O9JtLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEat4EuQERERIaWuro69uzZQ2VlJTabjQkTJvD8888TFRXlMLaqqooVK1ZQWlrKmDFj6Ozs5LXXXuP48eO0tbXh4+PD9OnTWbFiBU888YTd3ObmZvbs2cOJEyewWCwEBQXxve99j7lz5/ZaV0tLC/Pnz2f37t2Eh4dz48YNXn/9dQ4fPkxTUxNeXl5MmTKFlJQUJk2aZDf3fup61ClcioiISL+prq4mIyODmzdvsmjRIgIDAzl27BhZWVm89NJLLF261G682WwmMDCQMWPGYLFYSE9Pp76+nnnz5hEaGkpjYyMlJSWUl5ezd+9egoODAWhqaiI5OZmOjg6++93vEhoaSmVlJRs3buS9994jKyvLoTaTycTw4cOZOnUqNpuN1atXU1FRQUxMDMuWLaOjo4OSkhJSU1PJz88nIiIC4L7qGgoULkVERKTfbN68mZ6eHgoKCnj66acBWLx4MWvXrmXnzp1ERkYSGBhojDeZTERGRgKwb98+6urqWLNmDQsXLjTGxMbGkpyczK5du8jLywOgoKCA9vZ2fvKTn7Bo0SIAEhIS+MpXvsL/+T//h+joaMLCwuxqM5vNhIeH4+7uTllZGRUVFSQlJZGRkWGMiYuLY9myZWzbto3i4uL7rmso0G8uRUREpF+0tLRQU1NDeHi4ESwBhg0bRlJSElarlQMHDhjtbW1t1NbWGrfLKyoqcHd3Jy4uzu66Tz75JGPHjqWyshIAq9WKyWTia1/7ml3YA0hOTgagtLTUrt1qtXL69GljrZMnTwIQHx9vNy4gIICwsDDq6+vp7Oy8r7qGCu1cioiIDCK/eGfTQJfQp9Tvbnio+S0tLQCEhIQ49N3draypqTHaTCYTXl5eTJs2DYCcnBza29txdXW1m2uz2ejo6MDF5c6eWWdnJxaLhXHjxjFs2DC7sV/4whf44he/SHV1tV17VVUVPT09RuhduXIlCQkJjBo1yqHW9vZ2AGO9T1vXUKFwKSIiMoj8pa1uoEv4zHh5eQHQ3d3t0Hd3F7Ctrc1oM5vNzJgxAw8PDwBGjhzJyJEjHeaWlZVx5coVZs2a9Ynr3L59m+vXr3Pjxg27dpPJxLhx4wgICADAz88PPz8/h/nnzp3j/PnzhISE4Ovre191DRVDK0qLiIjIgAkKCsLX15fjx4/T1dVl13f48GHgzsMxALdu3eLUqVPG7y37UldXR25uLq6urqSkpADg4+NDcHAw586do6mpyW78H/7wB27dumWsc5fZbP7EtVpbW9mw4c7ubWpq6n3XNVQoXIqIiEi/cHNzIzk5matXr5KZmUllZSUNDQ0UFxdTVFSEt7c3bm53bqqePXuW7u7uewa+CxcukJGRwfXr18nOzmbixIlGX2pqKhaLhVWrVnHixAkaGxv57W9/y7/8y7/g6+trrAPQ0NDA5cuX77lWY2Mj6enpNDU1kZiYSHR09APVNRTotriIiIj0m+XLl2O1WikqKiItLQ2485BMTk4OeXl5xq1ms9lMUFAQo0eP7vU6JpOJdevW0dPTQ3Z2NgkJCXb9zzzzDOvXryc/P59Vq1YBMGLECFatWsXvfvc76ur+++cHZrMZHx8fpkyZ0uta1dXVZGdnc/XqVZYvX05mZmafn++T6hoKFC5FREQGka/5P/rnISYlJbFkyRJqa2vx9PQkODiY27dv09zcbBxObjKZej1UHaCkpIStW7fi4uLCpk2bePbZZ3sdN3/+fObMmcOlS5dwcXFh3LhxeHh48Nprr/H4448b48xmMxEREXa7mXcdPXqU9evXY7FYyMzMJDExsc/P9WnretQpXIqIiAwiD/tE9mB36NAhPDw8iI6OttspLC8vx2q1Mn36dJqbm6mvr2f16tUO8/ft22fscG7ZssXhrMq7TCYTf/vb35g7d67d23T+9Kc/0dzczHe/+13gzm88z5w50+taR44cYe3atbi6uvLKK68QExPT5+f6tHUNBQqXIiIi0m/eeustamtr+fWvf82IESMA6OrqorCwEH9/f+bMmcM777yDt7c3U6dOtZt74sQJ8vPzGTFiBK+++uo933pz6NAh3n33XZ566injmCOr1cqOHTt47LHHjPMrKysrsVgsduduAly6dImNGzfi5uZGfn4+06dP73Ot+6lrKFC4FBERkX6TkpLCqlWrSEtLY8GCBdhsNkpLS2loaCA3NxdPT0/jTTkfv029fft2bDYbM2fO5OLFi1y8eNHh+nffG/7888/z+9//npUrV7J48WI8PT05ePAg58+fZ+3atcbRQSaTifHjxzscJbRjxw4sFgtRUVG0trZy8OBBh7Vmz56Nl5fXfdU1FAzr7Oy0DXQRIiIiQ0VbWxv+/v4DXcaAOnnyJHv37qW2thY3NzcmT55MSkoKoaGhWK1WYmNjycrKYsGCBcac5uZmhzfg9HXtu6qrqyksLKS6upoPP/yQ8ePHk5SUxDe+8Q1jTHx8PLGxsaSnpxttt27dIjo6GqvVes+19u/fj4uLy33X5QyD+e9I4VJERKQfDeZQIJ8fg/nvSOdcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTuA10ASIiIjK01NXVsWfPHiorK7HZbEyYMIHnn3+eqKgoh7FVVVWsWLGC0tJSxowZQ3d3N2+88QZHjhyhtbWVgIAA5s2bR2JiIm5u9rHmxo0bvPnmm5SVldHW1kZAQAALFixg2bJluLq6OqzV0tLC/Pnz2b17N+Hh4dy4cYPXX3+dw4cP09TUhJeXF1OmTCElJYVJkybZze3s7OS1117j+PHjtLW14ePjw/Tp01mxYgVPPPGEU7+/wU7hUkRERPpNdXU1GRkZ3Lx5k0WLFhEYGMixY8fIysripZdeYunSpXbjzWYzgYGBjBkzhlu3bpGVlcX//b//l7i4OCZMmMD/7//3/+PnP/85586dIy8vz5j34Ycf8pOf/IQTJ04wf/58nnrqKSoqKtixYwd//vOf+ad/+ieH2kwmE8OHD2fq1KnYbDZWr15NRUUFMTExLFu2jI6ODkpKSkhNTSU/P5+IiAgALBYL6enp1NfXM2/ePEJDQ2lsbKSkpITy8nL27t1LcHDwZ/vFDiIKlyIiItJvNm/eTE9PDwUFBTz99NMALF68mLVr17Jz504iIyMJDAw0xptMJiIjIwE4ePAgZ8+e5Uc/+hH/63/9LwAWLVqEj48P//7v/87JkyeNwPef//mfmM1mfvjDH/L3f//3ACxcuJB/+Zd/obS0lLi4OIfdR7PZTHh4OO7u7pSVlVFRUUFSUhIZGRnGmLi4OJYtW8a2bdsoLi4GYN++fdTV1bFmzRoWLlxojI2NjSU5OZldu3bZBd9HnX5zKSIiIv2ipaWFmpoawsPDjWAJMGzYMJKSkrBarRw4cMBob2tro7a21rhd3tXVxbhx43juuefsrvuNb3wDgPfee89oe+edd3B3d2fJkiV2Y++G0o+uA2C1Wjl9+rSx1smTJwGIj4+3GxcQEEBYWBj19fV0dnYCUFFRgbu7O3FxcXZjn3zyScaOHUtlZeWn+HYeHdq5FBERGUTefvvtgS6hTx8PdferpaUFgJCQEIe+u7uVNTU1RpvJZMLLy4tp06YBsGzZMpYtW+Yw98KFCwCMHj3aaDt//jzBwcF4eXnZjR0zZgxf/OIX+eMf/2jXXlVVRU9PjxF6V65cSUJCAqNGjXJYr729HQAXlzt7dDk5ObS3tzv8jtNms9HR0WGMGyoULkVERAaR1tbWgS7hM3M36HV3dzv03d0FbGtrM9rMZjMzZszAw8PDYbzFYqGpqYk//OEP/PKXv+Spp55i9uzZwJ0Hef72t78ZofTjRo0aRWNjo12byWRi3LhxBAQEAODn54efn5/D3HPnznH+/HlCQkLw9fUFYOTIkYwcOdJhbFlZGVeuXGHWrFm91vGoUrgUERGRfhEUFISvry/Hjx+nq6sLHx8fo+/w4cPAndAIcOvWLU6dOsWPfvSjXq+1f/9+tm3bBsAXv/hF/vEf/xF3d3fgzu1zgOHDh/c619PTkw8++MCuzWw2Ex0dfc/6W1tb2bBhAwCpqan3HFtXV0dubi6urq6kpKTcc+yjZmjt04qIiMiAcXNzIzk5matXr5KZmUllZSUNDQ0UFxdTVFSEt7e3cZzQ2bNn6e7uNh7m+bhJkyaRm5vLyy+/jIeHBykpKRw7dgy4czv6o//9OJvNZncLu6GhgcuXL/e5FkBjYyPp6ek0NTWRmJh4zyB64cIFMjIyuH79OtnZ2UycOPHeX8wjRjuXIiIi0m+WL1+O1WqlqKiItLQ04M5DMjk5OeTl5Rm3ms1mM0FBQXa/o/yop556yvjf0dHRLF26lK1btzJz5kxjx/LGjRu9zr1x4wbe3t7Gv81mMz4+PkyZMqXX8dXV1WRnZ3P16lWWL19OZmZmn5/PZDKxbt06enp6yM7OJiEh4R7fxqNJ4VJERGQQ6e0BkkdNUlISS5Ysoba2Fk9PT4KDg7l9+zbNzc3G8UAmk6nXQ9V7c/cJ7mPHjtHZ2Wn8XrKv36+2trbahVaz2UxERITDIewAR48eZf369VgsFjIzM0lMTOyzjpKSErZu3YqLiwubNm3i2Wef/VT1P2oULkVERAaRh30ie7A7dOgQHh4eREdH2+0UlpeXY7VamT59Os3NzdTX17N69Wq7uVlZWfzpT3+ipKTEIQj29PTg4uJiPPzz1FNPcfr0aW7cuIGnp6cxrqGhgc7OTiP4WSwWzpw547AWwJEjR1i7di2urq688sorxMTE9Pm59u3bZ+y8btmyhbCwsPv/ch4R+s2liIiI9Ju33nqLTZs2ce3aNaOtq6uLwsJC/P39mTNnDiaTCW9vb6ZOnWo3d/To0TQ1NfGb3/zGrr2qqoqqqirCw8ONW+Lf+c53sFgsxkHnd/3rv/4rAPPmzQOgsrISi8Vid+4mwKVLl9i4cSNubm4UFBTcM1ieOHGC/Px8RowYQWFh4ZAOlqCdSxEREelHKSkprFq1irS0NBYsWIDNZqO0tJSGhgZyc3Px9PQ03pTz8d3JF154AbPZTG5uLhcuXGDChAn86U9/orS0FD8/P3784x8bY+fMmcPbb7/Nz3/+cxobGwkNDaW8vJz//M//ZPHixUyYMAG4c/t9/PjxDkcJ7dixA4vFQlRUFK2trRw8eNDhs8yePRsvLy+2b9+OzWZj5syZXLx4kYsXLzqMnTt3rjO+vs+FYZ2dnb0/SiUiIiJO19bWhr+//0CXMaBOnjzJ3r17qa2txc3NjcmTJ5OSkkJoaChWq5XY2FiysrJYsGCBw9yOjg4KCws5duwY7e3tfPnLXyYqKooXXnjB4Xv94IMPeO211/jd735HZ2cnX/3qV1m4cCHf+973jIPN4+PjiY2NJT093Zh369YtoqOjsVqt9/wc+/fvx8XFxeHNPH19ZmcazH9HCpciIiL9aDCHAvn8GMx/R/rNpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIDIjz58/zzW9+kzNnzjj0NTc3s3HjRv7n//yfzJo1ix/84Af813/9V5/X+u1vf8vf/d3fcePGDYe+xsZGoqOjOXDgQJ/zW1paiIiI4NSpUwDcuHGDPXv2EB8fT2RkJDExMWRlZXH+/HmHuZ2dneTm5vLcc88RGRnJnDlzWLNmDe+///6n+BYePQqXIiIi0u/+/Oc/8+Mf/5gPP/zQoe/KlSusWLGC//qv/2L+/PlkZmZy69YtXn75Zd59991er2c2m5k2bRqenp527e3t7WRlZfHBBx/csx6TycTw4cOZOnUqNpuN1atX8/rrrzN+/Hheeuklli5dSk1NDampqZw8edKYZ7FYSE9Pp6SkhPDwcF5++WXi4uIoLy8nOTmZurq6B/h2Pt/cBroAERERGVp+//vf88///M/87W9/67V/7969NDc389prrzFlyhQA5s+fzw9+8AO2b99OdHQ0Xl5exvjbt29TXl7OCy+8YHedqqoqNmzYQEtLyyfWZDabCQ8Px93dnbKyMioqKkhKSiIjI8MYExcXx7Jly9i2bRvFxcUA7Nu3j7q6OtasWcPChQuNsbGxsSQnJ7Nr1y7y8vI+/ZfzCNDOpYiIiPSbrKws/vEf/5Evf/nLzJkzx6H/9u3bvPvuu0yePNkIlgCPPfYYS5cupbOzk+PHj9vN+eMf/8jf/vY3IiMjjbYtW7awYsUKbDabXejrjdVq5fTp00RFRQEYO5Px8fF24wICAggLC6O+vp7Ozk4AKioqcHd3Jy4uzm7sk08+ydixY6msrPyEb+TRo51LERGRQaR4wf870CX06Xv7lz/0Nd5//30yMjL4/ve/zxtvvOHQ/6c//Ymenh4mTZrk0PfUU08Bd36r+e1vf9toN5lMPP744wQGBhptly5dIjExkR/84Af84Q9/oLS0tM+aqqqq6Onp4emnnwZg5cqVJCQkMGrUKIex7e3tALi43Nmfy8nJob29HVdXV7txNpuNjo4OY9xQonApIiIyiDRXNQ10CZ+p4uJiPDw8+uxvbW0F4Ctf+YpD392w19jYaNduNpvtdi0Bdu/efc91PspkMjFu3DgCAgIA8PPzw8/Pz2HcuXPnOH/+PCEhIfj6+gIwcuRIRo4c6TC2rKyMK1euMGvWrE9Vw6Nk6MVpERERGTCfFPi6uroA7H5Tedfdh3U++kT4lStXuHjxonFL+9Ou81G9hdOPa21tZcOGDQCkpqbec2xdXR25ubm4urqSkpLyqet4VChcioiIyKBhs9ns/tubj95qPnHiBB4eHoSFhT3Qeg0NDVy+fPme4bKxsZH09HSamppITEwkOjr6/8/evUdVfd35/38KCBKoWgRvOJJIkvGGVYNGUcGOQiKNWquTGjTfKqgInagEL/WbRkfUTCMGNCNjrCSxM/kN0BlGQ6mXTr8xoZ4DeA8DsaKomBERKJ4gAU8Ezu8PF6eenAO5nQTQ12OtLFf2fn8+e5+z+OO19mfvz2mz9vz588THx3Pr1i0SExMZNmzY15pXV6ZwKSIiIp2Gl5cXcPcVP5/XumLp7e1tbTMYDAQHB+Ph4fG1xjMajXh7e9scHrrXRx99RExMDB9//DELFixgxYoVbd7LYDCwfPlyTCYTiYmJzJs372vNqavTnksREZFOpP+YAR09hQ41cOBAAIevD2pta90b2dTUxPHjx4mLi/va4xmNRsaPH4+bm30k+uCDD3j55Zcxm82sWLGChQsXtnmf7Oxstm/fjouLC0lJSTz11FNfe05dncKliIhIJ+KME9ldWUBAAN7e3pSUlNj1tbYFBQUBUFRURH19/Rful2yL2Wzm1KlTrFmzxq7vvffe46WXXsLV1ZVXXnmFadOmtXmfjIwMUlNT6dmzJ9u2bfvaj+jvF3osLiIiIp2Gm5sb4eHhnD17lqKiImu72WwmMzMTHx8fa5g0Go0EBATg7+//tcY6ffo0ZrPZ+gqiVhcuXGDjxo24ubmxc+fOdoNlfn4+O3bsoFevXuzZs+eBD5aglUsRERHpZJYuXUpeXh4rV64kKioKHx8fcnJyKCsrY8uWLdb9lV/mlHd7DAYDjz/+uN2rhF5//XXMZjOTJk2iqqqKQ4cO2V07depUPD09SUlJwWKxMGXKFEpLSyktLbWrnTFjxteeY1ekcCkiIiKdiq+vL+np6aSlpZGVlUVTUxOBgYGkpKRYXzlUVVXFxYsXWbVq1dceJz8/n+nTp9u0NTU1WX9Vx2AwYDAYHF574MABPvnkE8rLywHIzc0lNzfXYe2DFi67mUymts/6i4iIiFNVV1fj5+fX0dOQLq4z/x1pz6WIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIh0iOLiYiZMmMCpU6fs+iorK9m4cSORkZGEhoYSHR1NXl5em/c6ePAgkydP5vbt2wBcv36dTZs2ERkZycSJE4mMjGTz5s1UV1c7vP7GjRuMHz+eEydOAHD79m12797N3LlzCQkJYdq0aSQkJFBcXGx3rclkIjk5mdmzZxMSEkJERATr16/nypUrX+Nb6frcOnoCIiIi8uC5evUqa9eupaWlxa6vpqaG2NhY6urqePbZZ/Hz8yMnJ4fVq1eTlJTE008/bXeN0WhkzJgx9OjRg5s3bxITE8OtW7eYM2cODz/8MGVlZRw4cIDCwkL27duHr6+vzfUGg4GHHnqI0aNHY7FYWLNmDYWFhUybNo3nnnuOmzdvkp2dzbJly9ixYwfjx48HwGw2ExcXx+XLl3nmmWcYPnw4FRUVZGdnU1BQQHp6OoGBgd/Ol9hJKVyKiIjId+ro0aNs3bqVuro6h/3p6elUVlayd+9eRo0aBcDMmTOJjo4mJSWFsLAwPD09rfXNzc0UFBSwZMkSAN544w1qamrYuXMnEydOtNY9+eSTrF69mrfeeou1a9fajGk0Ghk3bhzdu3fnyJEjFBYWsmjRIuLj4601s2bN4rnnnuO1114jKysLgIyMDMrKyli/fj1z5syx1k6fPp3Fixeza9cuUlNTv+E31rXosbiIiIh8ZxISEli3bh19+vQhIiLCrr+5uZnDhw8TFBRkDZYAHh4ezJ8/H5PJxLFjx2yuKSkpoa6ujpCQEAAKCwvx9/e3CZYAoaGheHt7c/r0aZv2O3fucPLkSSZNmgTA8ePHAZg7d65NXb9+/Rg7diyXL1/GZDJZx+revTuzZs2yqR06dChDhgyxG+tBoJVLERGRTiQ8t6qjp9Cm/36m7ze+x5UrV4iPjycqKop9+/bZ9V+6dImGhgZGjhxp1zdixAjg7l7N8PBwa7vBYGDQoEEMHjwYgD179tDQ0GB3fWNjI42Njbi42K6tnTlzhoaGBmsYfeGFF5g3bx59+9p/3traWgDrPTZv3kxtbS2urq42dRaLhZs3b9qN9SBQuBQREelETlTf6egpfKuysrJwd3dvs7+q6m647t+/v11fa9irqKiwaTcajdZVS7i7wuhIRkYGzc3NBAcH27QbDAYeffRR63W9e/emd+/edtd/+OGHFBcX89hjj9GzZ08AfH197fZvAhw5coSamhpCQ0Pb+qj3rQcvTouIiEiHaS9YAtTX1wPY7Kls1aNHDwDriXC4e/intLTU+ki7LSdOnODNN9/Ey8uLBQsW2PR9Ppw6UlVVxYYNGwBYtmxZu7VlZWUkJyfj6upKTExMu7X3I4VLERER6TQsFovNv47c+6g5Pz8fd3d3xo4d22Z9QUEBiYmJtLS0sGnTJpuVzWvXrlFeXt5uuKyoqCAuLo7r16+zcOFCwsLC2qw9f/488fHx3Lp1i8TERIYNG9Zm7f1K4VJEREQ6DS8vL+DuK34+r3XF0tvb29pmMBgIDg7Gw8PD4f1ycnJ48cUXaW5uZsuWLXaPqY1GI97e3jaHh+710UcfERMTw8cff8yCBQtYsWJFm3M3GAwsX74ck8lEYmIi8+bNa//D3qe051JERKQTGefXvaOn0KEGDhwI3H2p+ee1trWuPDY1NXH8+HHi4uIc3mv37t28/fbbeHt78+qrrzJu3Di7GqPRyPjx43Fzs49EH3zwAS+//DJms5kVK1awcOHCNuednZ3N9u3bcXFxISkpiaeeeuqLP+x9SuFSRESkE3HGieyuLCAgAG9vb0pKSuz6WtuCgoIAKCoqor6+3uEj7ZSUFDIzM+nfvz+pqakOX2RuNps5deoUa9asset77733eOmll3B1deWVV15h2rRpbc45IyOD1NRUevbsybZt29p9RP8g0GNxERER6TTc3NwIDw/n7NmzFBUVWdvNZjOZmZn4+PhYw6TRaCQgIAB/f3+be+zfv5/MzEwGDRrU7i/knD59GrPZbPc+zAsXLrBx40bc3NzYuXNnu8EyPz+fHTt20KtXL/bs2fPAB0vQyqWIiIh0MkuXLiUvL4+VK1cSFRWFj48POTk5lJWVsWXLFuv+SkenvBsbG0lLSwNg6tSpDn+33NPTk6lTp2IwGHj88cftXiX0+uuvYzabmTRpElVVVRw6dMjuHlOnTsXT05OUlBQsFgtTpkyhtLSU0tJSu9oZM2Z87e+iK1K4FBERkU7F19eX9PR00tLSyMrKoqmpicDAQFJSUqyvHKqqquLixYusWrXK5tpz585Zf1bynXfecXj/AQMGMHXqVPLz85k+fbpNX1NTk/VXdQwGAwaDweE9Dhw4wCeffEJ5eTkAubm55ObmOqx90MJlN5PJ1PZZfxEREXGq6upq/Pz8Onoa0sV15r8j7bkUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQREZEOUVxczIQJEzh16pRdX2VlJRs3biQyMpLQ0FCio6PJy8tr814HDx5k8uTJ3L59G4Da2lp+9atfMXv2bKZMmUJUVBTZ2dlYLBaH19+4cYPx48dz4sQJAG7fvs3u3buZO3cuISEhTJs2jYSEBIqLi+2uNZlMJCcnM3v2bEJCQoiIiGD9+vVcuXLla3wrXZ/CpYiIiHznrl69ytq1a2lpabHrq6mpITY2lry8PGbOnMmKFStoampi9erVHD582OH9jEYjY8aMoUePHtTX1xMbG8vvf/97/u7v/o5Vq1YxcOBAXn31VZKTkx1ebzAYeOihhxg9ejQWi4U1a9bw9ttv8/jjj/Piiy8yf/58zp07x7Jlyzh+/Lj1OrPZTFxcHNnZ2YwbN47Vq1cza9YsCgoKWLx4MWVlZc75wroQt46egIiIiDxYjh49ytatW6mrq3PYn56eTmVlJXv37mXUqFEAzJw5k+joaFJSUggLC8PT09Na39zcTEFBAUuWLAHg3//93ykvL2fr1q2Eh4cDMHfuXBITE8nOzmb+/PkMHjzYZkyj0ci4cePo3r07R44cobCwkEWLFhEfH2+tmTVrFs899xyvvfYaWVlZAGRkZFBWVsb69euZM2eOtXb69OksXryYXbt2kZqa6oRvrevQyqWIiIh8ZxISEli3bh19+vQhIiLCrr+5uZnDhw8TFBRkDZYAHh4ezJ8/H5PJxLFjx2yuKSkpoa6ujpCQEAA+++wzhg8fzrRp02zqnnzySSwWC+fPn7dpv3PnDidPnmTSpEkA1pXJuXPn2tT169ePsWPHcvnyZUwmEwCFhYV0796dWbNm2dQOHTqUIUOGcPr06S/71dw3tHIpIiLSiXgmxX9xUQdp3PAv3/geV65cIT4+nqioKPbt22fXf+nSJRoaGhg5cqRd34gRI4C7ezVbVyTh7iPtQYMGWVcj/+Ef/sHh2K2hcuDAgTbtZ86coaGhgYkTJwLwwgsvMG/ePPr27Wt3j9raWgBcXO6uz23evJna2lpcXV1t6iwWCzdv3rTWPUgULkVERDoR17KPOnoK36qsrCzc3d3b7K+qqgKgf//+dn2tYa+iosKm3Wg0WlctP6+xsZFr165x8OBBfve73xEWFmYNqa0MBgOPPvoo/fr1A6B379707t3b7l4ffvghxcXFPPbYY/Ts2RMAX19ffH197WqPHDlCTU0NoaGhbX7W+5XCpYiIiHxn2guWAPX19QA2eypb9ejRA8B6IhzuHv4pLS212Rt5rzfeeIOMjAwA/uZv/oZVq1bZ1RiNRsLCwtqdV1VVFRs2bABg2bJl7daWlZWRnJyMq6srMTEx7dbejx68tVoRERHptFpfFdTWK4MAm0fN+fn5uLu7M3bsWIe1kydPZvv27fz85z/nk08+YeHChXz00V9Xh69du0Z5eXmbK59wd6U0Li6O69evs3DhwnaD6Pnz54mPj+fWrVskJiYybNiwNmvvVwqXIiIi0ml4eXkBd1/x83mtK5be3t7WNoPBQHBwMB4eHg7vN27cOEJDQ/nZz35GWloat2/f5p//+Z+t/UajEW9vb5vDQ/f66KOPiImJ4eOPP2bBggWsWLGizbkbDAaWL1+OyWQiMTGRefPmffEHvg/psbiIiEgn0hw4vKOn0KFaD9vcuHHDrq+1rXVvZFNTE8ePHycuLu5L3ftv//ZveeSRRzh37py1zWg0Mn78eNzc7CPRBx98wMsvv4zZbGbFihUsXLiwzXtnZ2ezfft2XFxcSEpK4qmnnvpSc7ofKVyKiIh0Is44kd2VBQQE4O3tTUlJiV1fa1tQUBAARUVF1NfX2zzStlgsPP/887i7u/PWW2/Z3ePTTz+1rnKazWZOnTrFmjVr7Oree+89XnrpJVxdXXnllVfsXmt0r4yMDFJTU+nZsyfbtm1r8xH9g0KPxUVERKTTcHNzIzw8nLNnz1JUVGRtN5vNZGZm4uPjYw2TRqORgIAA/P39rXXdunXDz8+P4uJiCgoKbO59+PBhrl+/ztSpUwE4ffo0ZrPZ+gqiVhcuXGDjxo24ubmxc+fOdoNlfn4+O3bsoFevXuzZs+eBD5aglUsRERHpZJYuXUpeXh4rV64kKioKHx8fcnJyKCsrY8uWLdaVx7ZeQbRq1Sr+53/+h3Xr1jF37lwGDRpESUkJv//97wkICLA+RjcYDDz++ON2rxJ6/fXXMZvNTJo0iaqqKg4dOmQ3xtSpU/H09CQlJQWLxcKUKVMoLS2ltLTUrnbGjBnO+Fq6DIVLERER6VR8fX1JT08nLS2NrKwsmpqaCAwMJCUlxforOlVVVVy8eNHhq4UCAgL4zW9+wxtvvEFubi63bt2iX79+REVFER0dbT0QlJ+fz/Tp022ubWpqsv6qjsFgwGAwOJzjgQMH+OSTTygvLwcgNzeX3Nxch7UPWrjsZjKZ2j7rLyIiIk5VXV2Nn59fR09DurjO/HekPZciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiItIhiouLmTBhAqdOnbLrq6ysZOPGjURGRhIaGkp0dDR5eXlt3uvgwYNMnjyZ27dvO+z/5S9/yfjx46moqHDYf+PGDcaPH8+JEycAuH37Nrt372bu3LmEhIQwbdo0EhISKC4utrvWZDKRnJzM7NmzCQkJISIigvXr13PlypUv8S3cfxQuRURE5Dt39epV1q5dS0tLi11fTU0NsbGx5OXlMXPmTFasWEFTUxOrV6/m8OHDDu9nNBoZM2YMPXr0sOs7ePAgf/jDH9qdj8Fg4KGHHmL06NFYLBbWrFnD22+/zeOPP86LL77I/PnzOXfuHMuWLeP48ePW68xmM3FxcWRnZzNu3DhWr17NrFmzKCgoYPHixZSVlX3Fb6brc+voCYiIiMiD5ejRo2zdupW6ujqH/enp6VRWVrJ3715GjRoFwMyZM4mOjiYlJYWwsDA8PT2t9c3NzRQUFLBkyRK7e1VUVJCcnIy7uzufffZZm3MyGo2MGzeO7t27c+TIEQoLC1m0aBHx8fHWmlmzZvHcc8/x2muvkZWVBUBGRgZlZWWsX7+eOXPmWGunT5/O4sWL2bVrF6mpqV/tC+ritHIpIiIi35mEhATWrVtHnz59iIiIsOtvbm7m8OHDBAUFWYMlgIeHB/Pnz8dkMnHs2DGba0pKSqirqyMkJMTuXhs3bmTQoEH88Ic/bHNOd+7c4eTJk0yaNAnAujI5d+5cm7p+/foxduxYLl++jMlkAqCwsJDu3bsza9Ysm9qhQ4cyZMgQTp8+/QXfyP1HK5ciIiKdSOPJVR09hTZ5Bu/4xve4cuUK8fHxREVFsW/fPrv+S5cu0dDQwMiRI+36RowYAdzdqxkeHm5tNxgMDBo0iMGDB9vU79u3jz//+c/85je/4d/+7d/anNOZM2doaGhg4sSJALzwwgvMmzePvn372tXW1tYC4OJyd31u8+bN1NbW4urqalNnsVi4efOmte5BonApIiLSibTU/bmjp/CtysrKwt3dvc3+qqoqAPr372/X1xr2Pn8ox2g02q1aFhcXk56ezqpVqxgyZEi7czIYDDz66KP069cPgN69e9O7d2+7ug8//JDi4mIee+wxevbsCYCvry++vr52tUeOHKGmpobQ0NB2x74fPXhxWkRERDpMe8ESoL6+HsBmT2Wr1sM6954Ir6mpobS01PpIG6ChoYGNGzfyxBNP8Oyzz37hnByF08+rqqpiw4YNACxbtqzd2rKyMpKTk3F1dSUmJuYLx7/faOVSREREOg2LxWLzryP3PmrOz8/H3d2dsWPHWttee+01PvnkE3bv3k23bt3aHe/atWuUl5e3Gy4rKip44YUXuH79OgsXLiQsLKzN2vPnz7NixQpu3brF2rVrGTZsWLvj34+0cikiIiKdhpeXF3D3FT+f17pi6e3tbW0zGAwEBwfj4eEB3D2J/rvf/Y7ly5fj7u6OyWTCZDJx584dAG7dumU9jAN3Vy29vb1tDg/d66OPPiImJoaPP/6YBQsWsGLFijbnbjAYWL58OSaTicTERObNm/fVPvx9QiuXIiIinYhLz6EdPYUONXDgQODuS80/r7WtdW9kU1MTx48fJy4uzlrT+qL1bdu2sW3bNrt7PP/888BfT4QbjUbGjx+Pm5t9JPrggw94+eWXMZvNrFixgoULF7Y57+zsbLZv346LiwtJSUk89dRTX+rz3o8ULkVERDoRZ5zI7soCAgLw9vampKTErq+1LSgoCICioiLq6+ttHmk///zzzJgxw+7af/u3f6OwsJCkpCR8fHyAu6ujp06dYs2aNXb17733Hi+99BKurq688sorTJs2rc05Z2RkkJqaSs+ePdm2bZvNI/oHkcKliIiIdBpubm6Eh4dz4MABioqKrI+rzWYzmZmZ+Pj4WMOk0WgkICAAf39/6/VDhgxxeDr80KFDAIwaNcq6Onr69GnMZrP1FUStLly4wMaNG3Fzc2PHjh088cQTbc43Pz+fHTt20KtXL9544w0CAwO/2RdwH1C4FBERkU5l6dKl5OXlsXLlSqKiovDx8SEnJ4eysjK2bNli3V/5ZU55t8dgMPD444/bvUro9ddfx2w2M2nSJKqqqqzB9F5Tp07F09OTlJQULBYLU6ZMobS0lNLSUrtaRyup9zOFSxEREelUfH19SU9PJy0tjaysLJqamggMDCQlJcX6yqGqqiouXrzIqlWrvvY4+fn5TJ8+3aatqanJ+qs6BoMBg8Hg8NoDBw7wySefUF5eDkBubi65ubkOax+0cNnNZDK1fdZfREREnKq6uho/P7+OnoZ0cZ3570ivIhIRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERkQ5RXFzMhAkTOHXqlF1fZWUlGzduJDIyktDQUKKjo8nLy2vzXgcPHmTy5Mncvn0bgDfffJPx48c7/O/Xv/613fU3btxg/PjxnDhxAoDbt2+ze/du5s6dS0hICNOmTSMhIYHi4mK7a00mE8nJycyePZuQkBAiIiJYv349V65c+ZrfTNfm1tETEBERkQfP1atXWbt2LS0tLXZ9NTU1xMbGUldXx7PPPoufnx85OTmsXr2apKQknn76abtrjEYjY8aMoUePHgBcvHgRT09PfvGLX9jVPvroo3ZtBoOBhx56iNGjR2OxWFizZg2FhYVMmzaN5557jps3b5Kdnc2yZcvYsWMH48ePB8BsNhMXF8fly5d55plnGD58OBUVFWRnZ1NQUEB6ejqBgYHf9OvqUhQuRURE5Dt19OhRtm7dSl1dncP+9PR0Kisr2bt3L6NGjQJg5syZREdHk5KSQlhYGJ6entb65uZmCgoKWLJkibXtwoULDBkyhBkzZnypORmNRsaNG0f37t05cuQIhYWFLFq0iPj4eGvNrFmzeO6553jttdfIysoCICMjg7KyMtavX8+cOXOstdOnT2fx4sXs2rWL1NTUL//l3AcULkVERDqRX/8+qaOn0KZlP9rwje+RkJCAwWDgkUceYcKECfzhD3+w6W9ububw4cMEBQVZgyWAh4cH8+fPZ/PmzRw7dozw8HBrX0lJCXV1dYSEhAB3H2n/7//+Lz/60Y++1Jzu3LnDyZMnWbVqFQDHjx8HYO7cuTZ1/fr1Y+zYseTl5WEymejduzeFhYV0796dWbNm2dQOHTqUIUOGcPr06S/3xdxHFC5FREQ6kY+ryzp6Ct+qK1euEB8fT1RUFPv27bPrv3TpEg0NDYwcOdKub8SIEcDdvZr3hkuDwcCgQYMYPHgwAGVlZbS0tFgfR5vNZlxdXXFzcxx7zpw5Q0NDAxMnTgTghRdeYN68efTt29eutra2FgAXl7vHVjZv3kxtbS2urq42dRaLhZs3b1rrHiQKlyIiIvKdycrKwt3dvc3+qqoqAPr372/X1xr2KioqbNqNRqN11RLuPhIHOH/+PM8++yzl5eW4uLgwevRoVq1axd/+7d/aXG8wGHj00Ufp168fAL1796Z3795243/44YcUFxfz2GOP0bNnTwB8fX3x9fW1qz1y5Ag1NTWEhoa2+VnvVw9enBYREZEO016wBKivrwew2VPZqvWwTuuJcLh7+Ke0tJRJkyZZ21rD5dmzZ5k7dy7JycnExMTw5z//maVLl/LRRx/Z3Pfz4dSRqqoqNmy4uy1g2bJl7daWlZWRnJyMq6srMTEx7dbej7RyKSIiIp2GxWKx+deRex815+fn4+7uztixY61tEyZMwMvLi6ioKOsKZGhoKCEhIcTExJCSkkJ6ejoA165do7y8vN1wWVFRwQsvvMD169dZuHAhYWFhbdaeP3+eFStWcOvWLdauXcuwYcO+1Oe+nyhcioiIdCJ/4/dgvbbm87y8vIC7+yQ/r3XF0tvb29pmMBgIDg7Gw8PD2jZlyhSmTJlid/3w4cMJCgriww8/5NNPP8XLywuj0Yi3t7fN4aF7ffTRRyQmJvKXv/yFBQsWsGLFijbnbjAY+OUvf0lDQwOJiYnMmzfvy33o+4zCpYiISCfijBPZXdnAgQOBuy81/7zWtta9kU1NTRw/fpy4uLgvfX8fHx8sFguNjY3WcDl+/HiHh30++OADXn75ZcxmMytWrGDhwoVt3jc7O5vt27fj4uJCUlISTz311Jee0/1Gey5FRESk0wgICMDb25uSkhK7vta2oKAgAIqKiqivr7d5pG2xWFi0aBGLFi1yeP/Lly/j5eXF97//fcxmM6dOnbLZr9nqvffe4xe/+AUtLS288sor7QbLjIwMXn31Vby8vPjnf/7nBzpYgsKliIiIdCJubm6Eh4dz9uxZioqKrO1ms5nMzEx8fHysYdJoNBIQEIC/v7+1rlu3bvTq1YuPPvqIDz74wObev//977l8+TIzZszA1dWV06dPYzabra8ganXhwgU2btyIm5sbO3fuZNq0aW3ONz8/nx07dtCrVy/27Nljs/fzQaXH4iIiItKpLF26lLy8PFauXElUVBQ+Pj7k5ORQVlbGli1brPsr2zrlvXLlSoqLi/nlL3/JnDlzePjhhykpKeH3v/89Q4YMsT5GNxgMPP7443avEnr99dcxm81MmjSJqqoqDh06ZDfG1KlT8fT0JCUlBYvFwpQpUygtLaW0tNSu9sv+StD9QuFSREREOhVfX1/S09NJS0sjKyuLpqYmAgMDSUlJsT7Crqqq4uLFi9Zf1bnXkCFD+M1vfsOePXs4cuQIt27dws/Pj6ioKBYvXsz3vvc94O6q4/Tp022ubWpqsv6qjsFgwGAwOJzjgQMH+OSTTygvLwcgNzeX3Nxch7UPWrjsZjKZ2j7rLyIiIk5VXV2Nn59fR09DurjO/HekPZciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiLSIYqLi5kwYQKnTp2y66usrGTjxo1ERkYSGhpKdHQ0eXl5bd7r4MGDTJ48mdu3b1vbDh8+THR0NKGhoTz99NOsXbuW8vJyh9ffuHGD8ePHc+LECQBu377N7t27mTt3LiEhIUybNo2EhASKi4vtrjWZTCQnJzN79mxCQkKIiIhg/fr1XLly5St+I/cHhUsRERH5zl29epW1a9fS0tJi11dTU0NsbCx5eXnMnDmTFStW0NTUxOrVqzl8+LDD+xmNRsaMGUOPHj0A2LNnDxs2bKB79+6sWLGCH//4x5w4cYKYmBgqKirsrjcYDDz00EOMHj0ai8XCmjVrePvtt3n88cd58cUXmT9/PufOnWPZsmUcP37cep3ZbCYuLo7s7GzGjRvH6tWrmTVrFgUFBSxevJiysjInfWNdh1tHT0BEREQeLEePHmXr1q3U1dU57E9PT6eyspK9e/cyatQoAGbOnEl0dDQpKSmEhYXh6elprW9ubqagoIAlS5YA8Oc//5m3336bKVOmsG3bNlxdXQEYP348y5cv5ze/+Q3r16+3GdNoNDJu3Di6d+/OkSNHKCwsZNGiRcTHx1trZs2axXPPPcdrr71GVlYWABkZGZSVlbF+/XrmzJljrZ0+fTqLFy9m165dpKamOuFb6zq0cikiIiLfmYSEBNatW0efPn2IiIiw629ububw4cMEBQVZgyWAh4cH8+fPx2QycezYMZtrSkpKqKurIyQkBID9+/fT0tJCYmKiNVgCjB07lmXLljFixAib6+/cucPJkyeZNGkSgHVlcu7cuTZ1/fr1Y+zYsVy+fBmTyQRAYWEh3bt3Z9asWTa1Q4cOZciQIZw+ffqrfD33Ba1cioiIdCLvvvtuR0+hTbNnz/7G97hy5Qrx8fFERUWxb98+u/5Lly7R0NDAyJEj7fpaQ2FxcTHh4eHWdoPBwKBBgxg8eDAAJ0+eJDAwkIEDBwJ3w2NLSwseHh7W1c17nTlzhoaGBiZOnAjACy+8wLx58+jbt69dbW1tLQAuLnfX5zZv3kxtba1NiAWwWCzcvHnTWvcgUbgUERHpRKqqqjp6Ct+qrKws3N3d2+xv/fz9+/e362sNe5/fM2k0Gq2rlnfu3OHatWtMmjSJ06dPs2vXLkpKSgAYOXIkq1atIigoyOZ6g8HAo48+Sr9+/QDo3bs3vXv3thv/ww8/pLi4mMcee4yePXsC4Ovri6+vr13tkSNHqKmpITQ0tM3Per968OK0iIiIdJj2giVAfX09gM2eylath3XuPRFeU1NDaWmp9ZF2fX09LS0tXLlyhRUrVjBs2DB+9atf8cILL1BeXk5cXJw1bLa6N5y2paqqig0bNgCwbNmydmvLyspITk7G1dWVmJiYdmvvR1q5FBERkU7DYrHY/OvIvY+a8/PzcXd3Z+zYsQB89tlnAHz88cesXLmSBQsWWGvHjRvHokWL2LFjB3v37gXg2rVrlJeXtxsuKyoqeOGFF7h+/ToLFy4kLCyszdrz58+zYsUKbt26xdq1axk2bNiX+NT3F61cioiISKfh5eUF3H3Fz+e1rlh6e3tb2wwGA8HBwXh4eAB/XfF0dXVl3rx5Ntf/7d/+LUFBQRQVFdHY2AjcXbX09va2OTx0r48++oiYmBg+/vhjFixYwIoVK9qcu8FgYPny5ZhMJhITE+3Gf1Bo5VJERKQTcXSI5EHSegjnxo0bdn2tba17I5uamjh+/DhxcXHWmu9973t4eXnh5uZmDZz36tOnDxaLhU8//RRPT0+MRiPjx4/Hzc0+En3wwQe8/PLLmM1mVqxYwcKFC9ucd3Z2Ntu3b8fFxYWkpCSeeuqpr/bB7yMKlyIiIp2IM05kd2UBAQF4e3vb7YsErG2tB3KKioqor6+3eaTdrVs3hg8fzsmTJ6mqqrIL6//7v/+Lp6cnPj4+mM1mTp06xZo1a+zGeu+993jppZdwdXXllVdeYdq0aW3OOSMjg9TUVHr27Mm2bdusj+gfVHosLiIiIp2Gm5sb4eHhnD17lqKiImu72WwmMzMTHx8fa5g0Go0EBATg7+9vc4+ZM2disVjYs2ePTXt+fj7nz59n2rRpuLi4cPr0acxms/UVRK0uXLjAxo0bcXNzY+fOne0Gy/z8fHbs2EGvXr3Ys2fPAx8sQSuXIiIi0sksXbqUvLw8Vq5cSVRUFD4+PuTk5FBWVsaWLVusj7vbOuX99NNP8/777/O73/2Ov/zlL4SGhvK///u//Md//Ad+fn7WX90xGAw8/vjjdq8Sev311zGbzUyaNImqqioOHTpkN8bUqVPx9PQkJSUFi8XClClTKC0tpbS01K52xowZzvhaugyFSxEREelUfH19SU9PJy0tjaysLJqamggMDCQlJcX6yqGqqiouXrzIqlWrHN5j69at/Pa3v+Xdd98lJSUFb29vwsPDiYuLs4bJ/Px8pk+fbnNdU1OT9Vd1DAYDBoPB4f0PHDjAJ598Qnl5OQC5ubnk5uY6rH3QwmU3k8nU9ll/ERERcarq6mr8/Pw6ehrSxXXmvyPtuRQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp3Hr6AmIiIjIg6m4uJglS5aQlpbGE088YdNXWVnJ7t27OXHiBPX19Tz66KMsWrSI0NBQh/c6ePAgr7zyCn/84x/brLnX8ePHbf7/xo0bzJw5k7S0NMaNG8ft27d5++23+eMf/8j169fx9PRk1KhRxMTEMHLkSJtrTSYTe/fu5dixY1RXV+Pt7c0TTzxBbGwsDz/88Ff7Uu4DCpciIiLynbt69Spr166lpaXFrq+mpobY2Fjq6up49tln8fPzIycnh9WrV5OUlMTTTz9td43RaGTMmDH06NGDTZs2ORyzoKCAQ4cO8cMf/tCuz2Aw8NBDDzF69GgsFgtr1qyhsLCQadOm8dxzz3Hz5k2ys7NZtmwZO3bsYPz48QCYzWbi4uK4fPkyzzzzDMOHD6eiooLs7GwKCgpIT08nMDDwG35bXYvCpYiIiHynjh49ytatW6mrq3PYn56eTmVlJXv37mXUqFEAzJw5k+joaFJSUggLC8PT09Na39zcTEFBAUuWLAFgxowZdve8ceMGKSkpDB48mA0bNtj1G41Gxo0bR/fu3Tly5AiFhYUsWrSI+Ph4a82sWbN47rnneO2118jKygIgIyODsrIy1q9fz5w5c6y106dPZ/HixezatYvU1NSv8S11XdpzKSIiIt+ZhIQE1q1bR58+fYiIiLDrb25u5vDhwwQFBVmDJYCHhwfz58/HZDJx7Ngxm2tKSkqoq6sjJCSkzXG3bdvGJ598wv/9v/8XLy8vm747d+5w8uRJJk2aBPz1kfncuXNt6vr168fYsWO5fPkyJpMJgMLCQrp3786sWbNsaocOHcqQIUM4ffr0F3wj9x+tXIqIiHQiWT/+/zp6Cm366YEF3/geV65cIT4+nqioKPbt22fXf+nSJRoaGuz2NQKMGDECuLtXMzw83NpuMBgYNGgQgwcPdjjm8ePH+dOf/sSMGTMYO3asXf+ZM2doaGhg4sSJALzwwgvMmzePvn372tXW1tYC4OJyd31u8+bN1NbW4urqalNnsVi4efOmte5BonApIiLSiVSeud7RU/hWZWVl4e7u3mZ/VVUVAP3797fraw17FRUVNu1Go7HdVct/+Zd/wc3Njbi4OIf9BoOBRx99lH79+gHQu3dvevfubVf34YcfUlxczGOPPUbPnj0B8PX1xdfX1672yJEj1NTUfKnDRfebBy9Oi4iISIdpL1gC1NfXA9jsqWzVo0cPAG7fvm1tq6mpobS01PpI+/M+/PBDPvroI2bMmOEwsMIXh1O4G3pb92ouW7as3dqysjKSk5NxdXUlJiam3dr7kcKliIiIdBoWi8XmX0fufdScn5+Pu7u7w8fdAP/xH/8BwMKFCx32X7t2jfLy8nbDZUVFBXFxcVy/fp2FCxcSFhbWZu358+eJj4/n1q1bJCYmMmzYsDZr71cKlyIiItJptB62MZvNdn2tK5be3t7WNoPBQHBwMB4eHnb1d+7cwWAwMGzYMB555BGH4xmNRry9vW0OD93ro48+IiYmho8//pgFCxawYsWKNuduMBhYvnw5JpOJxMRE5s2b1/YHvY9pz6WIiEgn0n/MgI6eQocaOHAgcPfVQZ/X2ta6N7KpqYnjx4+3uZfy5MmTfPrppw5PpbcyGo2MHz8eNzf7SPTBBx/w8ssvYzabWbFiRZurnwDZ2dls374dFxcXkpKSeOqpp9r+kPc5hUsREZFOxBknsruygIAAvL29KSkpsetrbQsKCgKgqKiI+vr6Nh9pnzlzBoAJEyY47DebzZw6dYo1a9bY9b333nu89NJLuLq68sorrzBt2rQ255yRkUFqaio9e/Zk27ZtbT6if1DosbiIiIh0Gm5uboSHh3P27FmKioqs7WazmczMTHx8fKxh0mg0EhAQgL+/v8N7nTt3Dk9PzzYfiZ8+fRqz2Wx9BVGrCxcusHHjRtzc3Ni5c2e7wTI/P58dO3bQq1cv9uzZ88AHS9DKpYiIiHQyS5cuJS8vj5UrVxIVFYWPjw85OTmUlZWxZcsW6/7KLzrlXV5eTr9+/dp816TBYODxxx+3e5XQ66+/jtlsZtKkSVRVVXHo0CG7a6dOnYqnpycpKSlYLBamTJlCaWkppaWldrWOfjHofqZwKSIiIp2Kr68v6enppKWlkZWVRVNTE4GBgaSkpFhfOVRVVcXFixdZtWpVm/e5efMmjz32WJv9+fn5TJ8+3aatqanJ+qs6BoMBg8Hg8NoDBw7wySefUF5eDkBubi65ubkOax+0cNnNZDK1fdZfREREnKq6uho/P7+OnoZ0cZ3570h7LkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRUREpEMUFxczYcIETp06ZddXWVnJxo0biYyMJDQ0lOjoaPLy8tq818GDB5k8eTK3b98GoKamhs2bNzNjxgxCQkL48Y9/zBtvvMFnn33m8PobN24wfvx4Tpw4AcDt27fZvXs3c+fOJSQkhGnTppGQkEBxcbHdtSaTieTkZGbPnk1ISAgRERGsX7+eK1eufI1vpetz6+gJiIiIyIPn6tWrrF27lpaWFru+mpoaYmNjqaur49lnn8XPz4+cnBxWr15NUlISTz/9tN01RqORMWPG0KNHD+rr61myZAk3btxg1qxZPP7445w8eZK33nqLc+fOsXPnTrvrDQYDDz30EKNHj8ZisbBmzRoKCwuZNm0azz33HDdv3iQ7O5tly5axY8cOxo8fD4DZbCYuLo7Lly/zzDPPMHz4cCoqKsjOzqagoID09HQCAwOd/wV2YgqXIiIi8p06evQoW7dupa6uzmF/eno6lZWV7N27l1GjRgEwc+ZMoqOjSUlJISwsDE9PT2t9c3MzBQUFLFmyBIB3332XiooKfv7zn/Ozn/0MgLlz57J582Z+97vfkZ+fz8SJE23GNBqNjBs3ju7du3PkyBEKCwtZtGgR8fHx1ppZs2bx3HPP8dprr5GVlQVARkYGZWVlrF+/njlz5lhrp0+fzuLFi9m1axepqalO+Na6Dj0WFxERke9MQkIC69ato0+fPkRERNj1Nzc3c/jwYYKCgqzBEsDDw4P58+djMpk4duyYzTUlJSXU1dUREhIC3F0VBZg8ebJN3dSpUwEoLS21ab9z5w4nT55k0qRJABw/fhy4G0jv1a9fP8aOHcvly5cxmUwAFBYW0r17d2bNmmVTO3ToUIYMGcLp06e/8Du532jlUkREpBMJz63q6Cm06b+f6fuN73HlyhXi4+OJiopi3759dv2XLl2ioaGBkSNH2vWNGDECuLtXMzw83NpuMBgYNGgQgwcPBiAgIMB6r3sfSZeXlwPg5+dnc98zZ87Q0NBgXc184YUXmDdvHn372n/e2tpaAFxc7q7Pbd68mdraWlxdXW3qLBYLN2/etNY9SBQuRUREOpET1Xc6egrfqqysLNzd3dvsr6q6G6779+9v19ca9ioqKmzajUajddUS4Mc//jHvvfceO3bswMPDg8cee4wPP/yQN998k8DAQP7u7/7O5nqDwcCjjz5Kv379AOjduze9e/e2G//DDz+kuLiYxx57jJ49ewLg6+uLr6+vXe2RI0eoqakhNDS0zc96v1K4FBERke9Me8ESoL6+HsBmT2WrHj16AFhPhMPdwz+lpaU2eyMfeugh4uLiePnll1m9erW1ffDgwfzzP/+z9T6tjEYjYWFh7c6rqqqKDRs2ALBs2bJ2a8vKykhOTsbV1ZWYmJh2a+9HD95arYiIiHRaFovF5l9H7n3UnJ+fj7u7O2PHjrW2HT58mJ///OdYLBZWrlxJcnIyS5Ysobq6mmXLlnHjxg1r7bVr1ygvL7dZ+fy8iooK4uLiuH79OgsXLmw3iJ4/f574+Hhu3bpFYmIiw4YN+1Kf+36ilUsRERHpNLy8vIC7r/j5vNYVS29vb2ubwWAgODgYDw8Pa9uuXbvw8PAgPT0df39/AMLCwggODiYuLo7U1FR+9atfAXdXLb29vW0OD93ro48+IjExkb/85S8sWLCAFStWtDl3g8HAL3/5SxoaGkhMTGTevHlf8dPfHxQuRUREOpFxft07egodauDAgQA2q4utWtta90Y2NTVx/Phx4uLirDUmk4mqqiomTZpkDZatxo4dS0BAgPVF6XA3XI4fPx43N/tI9MEHH/Dyyy9jNptZsWIFCxcubHPe2dnZbN++HRcXF5KSknjqqae+wqe+vyhcioiIdCLOOJHdlQUEBODt7U1JSYldX2tbUFAQAEVFRdTX19s80nZzc6Nbt24OX84Od1911PrI3Ww2c+rUKdasWWNX99577/HSSy/h6urKK6+8wrRp09qcc0ZGBqmpqfTs2ZNt27bZPKJ/EGnPpYiIiHQabm5uhIeHc/bsWYqKiqztZrOZzMxMfHx8rGHSaDQSEBBgs0Lp7e3ND37wA06cOMGFCxds7p2fn8/HH3/Mk08+CcDp06cxm812L1S/cOECGzduxM3NjZ07d7YbLPPz89mxYwe9evViz549D3ywBK1cioiISCezdOlS8vLyWLlyJVFRUfj4+JCTk0NZWRlbtmyx7q/8/CuIWq1du5Zly5axbNky5s6dy6BBg7hw4QIHDhygT58+1n2TBoOBxx9/3O5VQq+//jpms5lJkyZRVVXFoUOH7MaYOnUqnp6epKSkYLFYmDJlCqWlpXYvaAeYMWOGM76WLkPhUkRERDoVX19f0tPTSUtLIysri6amJgIDA0lJSbH+ik5VVRUXL15k1apVdtc/+uij/Ou//it79+4lNzeXTz75hD59+vCjH/2IpUuXWl+inp+fz/Tp022ubWpqsv6qjsFgwGAwOJzjgQMH+OSTT6wvZs/NzSU3N9dh7YMWLruZTKa2z/qLiIiIU1VXV9v9QozIV9WZ/46051JEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREQ6RHFxMRMmTODUqVN2fZWVlWzcuJHIyEhCQ0OJjo4mLy+vzXsdPHiQyZMnc/v2bZvrIyIiCAsLY9GiRRw6dKjN62/cuMH48eM5ceIEALdv32b37t3MnTuXkJAQpk2bRkJCAsXFxXbXmkwmkpOTmT17NiEhIURERLB+/XquXLnyFb+R+4PCpYiIiHznrl69ytq1a2lpabHrq6mpITY2lry8PGbOnMmKFStoampi9erVHD582OH9jEYjY8aMoUePHly/fp1FixZx+PBhJk+ezAsvvMDAgQPZuHEjqampDq83GAw89NBDjB49GovFwpo1a3j77bd5/PHHefHFF5k/fz7nzp1j2bJlHD9+3Hqd2WwmLi6O7Oxsxo0bx+rVq5k1axYFBQUsXryYsrIy53xhXYhbR09AREREHixHjx5l69at1NXVOexPT0+nsrKSvXv3MmrUKABmzpxJdHQ0KSkphIWF4enpaa1vbm6moKCAJUuWALBz505qa2v5xS9+wU9+8hMA5s2bR//+/XnnnXcICwtj7NixNmMajUbGjRtH9+7dOXLkCIWFhSxatIj4+HhrzaxZs3juued47bXXyMrKAiAjI4OysjLWr1/PnDlzrLXTp09n8eLF7Nq1q81Ae7/SyqWIiIh8ZxISEli3bh19+vQhIiLCrr+5uZnDhw8TFBRkDZYAHh4ezJ8/H5PJxLFjx2yuKSkpoa6ujpCQEO7cuYPBYOBv/uZvbMIewOLFiwHYv3+/TfudO3c4efIkkyZNArCuTM6dO9emrl+/fowdO5bLly9jMpkAKCwspHv37syaNcumdujQoQwZMoTTp09/2a/mvqGVSxERkU7EMyn+i4s6SOOGf/nG97hy5Qrx8fFERUWxb98+u/5Lly7R0NDAyJEj7fpGjBgB3N2rGR4ebm03GAwMGjSIwYMHU11djdls5tFHH6Vbt24213/ve9/j+9//Ph999JFN+5kzZ2hoaGDixIkAvPDCC8ybN4++ffvazaG2thYAF5e763ObN2+mtrYWV1dXmzqLxcLNmzetdQ8ShUsREZFOxLXsoy8u6sKysrJwd3dvs7+qqgqA/v372/W1hr2KigqbdqPRSEhICID1cfmnn35qd31zczO3bt2yHvppZTAYePTRR+nXrx8AvXv3pnfv3nbXf/jhhxQXF/PYY4/Rs2dPAHx9ffH19bWrPXLkCDU1NYSGhrb5We9XD16cFhERkQ7TXrAEqK+vB7DZU9mqR48eADbhsKamhtLSUusjbW9vbwIDA/nwww+5fv26zfXvv/8+TU1NmM1mm/Z7w2lbqqqq2LBhAwDLli1rt7asrIzk5GRcXV2JiYlpt/Z+pHApIiIinYbFYrH515F7HzXn5+fj7u5uc0Bn2bJlmM1mVq5cSX5+PhUVFRw8eJB/+qd/omfPnri5/fXB7bVr1ygvL283XFZUVBAXF8f169dZuHAhYWFhbdaeP3+e+Ph4bt26RWJiIsOGDftSn/t+osfiIiIi0ml4eXkB2K0uwl9XLL29va1tBoOB4OBgPDw8rG0//OEPefnll9mxYwcrV64EoFevXqxcuZI//OEPNq8HMhqNeHt72xweutdHH31EYmIif/nLX1iwYAErVqxoc+4Gg4Ff/vKXNDQ0kJiYyLx5877CJ79/KFyKiIh0Is2Bwzt6Ch1q4MCBwN2Xmn9ea1vr3simpiaOHz9OXFycXe3MmTOJiIjgwoULuLi48Oijj+Lu7s7evXsZNGiQtc5oNDJ+/Hib1cxWH3zwAS+//DJms5kVK1awcOHCNuednZ3N9u3bcXFxISkpiaeeeuqrffD7iMKliIhIJ+KME9ldWUBAAN7e3pSUlNj1tbYFBQUBUFRURH19vd0jbYPBQF1dHTNmzLA5dX7p0iUqKyv50Y9+BNxdHT116hRr1qyxG+u9997jpZdewtXVlVdeeYVp06a1OeeMjAxSU1Pp2bMn27Zts3uH5oNGey5FRESk03BzcyM8PJyzZ89SVFRkbTebzWRmZuLj42MNk0ajkYCAAPz9/W3u8d///d9s2rSJq1evWtvu3LnD66+/joeHh/X9ladPn8ZsNltfQdTqwoULbNy4ETc3N3bu3NlusMzPz2fHjh306tWLPXv2PPDBErRyKSIiIp3M0qVLycvLY+XKlURFReHj40NOTg5lZWVs2bLFur+yrVPezz//PEePHuWFF17g7//+7+nRoweHDh2iuLiYl156yfrqIIPBwOOPP273KqHXX38ds9nMpEmTqKqqcvib5FOnTsXT05OUlBQsFgtTpkyhtLSU0tJSu9oZM2Y442vpMhQuRUREpFPx9fUlPT2dtLQ0srKyaGpqIjAwkJSUFOsrh6qqqrh48SKrVq2yuz4wMJDdu3ezZ88efvOb39DS0sLjjz/O66+/zpNPPmmty8/PZ/r06TbXNjU1WX9Vx2AwYDAYHM7xwIEDfPLJJ5SXlwOQm5tLbm6uw9oHLVx2M5lMbZ/1FxEREaeqrq7Gz8+vo6chXVxn/jvSnksRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxEREekQxcXFTJgwgVOnTtn1VVZWsnHjRiIjIwkNDSU6Opq8vLw273Xw4EEmT57M7du37foqKioICwsjNzfX4bUmk4nk5GRmzZrFlClTiIqKIicnp82xzpw5w/jx47l27ZrN9bNnzyYkJISIiAjWr1/PlStX7K69fv06mzZtIjIykokTJxIZGcnmzZuprq5uc7yuxq2jJyAiIiIPnqtXr7J27VpaWlrs+mpqaoiNjaWuro5nn30WPz8/cnJyWL16NUlJSTz99NN21xiNRsaMGUOPHj1s2mtra0lISKCxsdHhPBobG1mxYgUXL15k3rx5PPzww/y///f/2LJlC3/5y19YvHixw7EGDx6Mv78/ZrOZuLg4Ll++zDPPPMPw4cOpqKggOzubgoIC0tPTCQwMBODmzZvExMRw69Yt5syZw8MPP0xZWRkHDhygsLCQffv24evr+3W+zk5F4VJERES+U0ePHmXr1q3U1dU57E9PT6eyspK9e/cyatQoAGbOnEl0dDQpKSmEhYXh6elprW9ubqagoIAlS5bY3OfMmTNs2LCBGzdutDmX3/72t/z5z39my5YtREREADBnzhxWrVpFeno6kZGR9OvXz+Yag8FASEgIABkZGZSVlbF+/XrmzJljrZk+fTqLFy9m165dpKamAvDGG29QU1PDzp07mThxorX2ySefZPXq1bz11lusXbv2C7+/zk6PxUVEROQ7k5CQwLp16+jTp481zN2rubmZw4cPExQUZA2WAB4eHsyfPx+TycSxY8dsrikpKaGurs4a+AC2bdtGbGwsFovFJvR93sGDB+nbt6/NXLp168bzzz/PnTt3OHz4sE19dXU1Fy9eZNKkSQAUFhbSvXt3Zs2aZVM3dOhQhgwZwunTp61thYWF+Pv72wRLgNDQULy9vW1quzKtXIqIiHQijSdXdfQU2uQZvOMb3+PKlSvEx8cTFRXFvn377PovXbpEQ0MDI0eOtOsbMWIEcHevZnh4uLXdYDAwaNAgBg8ebG27cOECCxcuJDo6mvfff5/9+/fb3a++vp4rV64wdepUu77W8UtKSmzaDQYDnp6ejBkzBoDNmzdTW1uLq6urTZ3FYuHmzZu4uPx1HW/Pnj00NDTYjdXY2EhjY6NNbVemcCkiItKJtNT9uaOn8K3KysrC3d29zf6qqioA+vfvb9fXt29f4O4BnXsZjUabVUuAtLS0dsdpHctisdg99gbo0aMHPXv2dDhWcHCw9d6+vr4O90keOXKEmpoaQkNDrW2OxoG7j9abm5sJDg5ud75dxf0RkUVERKRL+KLAV19fD2Czp7JV62Gde0+E19TUUFpaan1M/WXHuXeshx56yGF/jx49bA4CNTU1ceLECbsg+3llZWUkJyfj6upKTExMu7UnTpzgzTffxMvLiwULFnzhnLsChUsRERHpNCwWi82/jtz7+Dg/Px93d3fGjh37jcd01H7v4+6zZ8/y6aefthsuz58/T3x8PLdu3SIxMZFhw4a1WVtQUEBiYiItLS1s2rSpzZXNrkbhUkRERDoNLy8vAMxms11f64qlt7e3tc1gMBAcHIyHh8dXHqt1xdLRuzFb2+8dy2g08sgjjzBgwACH9QaDgeXLl2MymUhMTGTevHltjp2Tk8OLL75Ic3MzW7ZssXl83tVpz6WIiEgn4tJzaEdPoUMNHDgQwOHrg1rbWlf4mpqaOH78OHFxcV97rG7duln3ed6rsbGRW7duWfd5wt3w+PnH762ys7PZvn07Li4uJCUl8dRTT7U57u7du3n77bfx9vbm1VdfZdy4cV9r/p2VwqWIiEgn4owT2V1ZQEAA3t7edqe04a8nt4OCggAoKiqivr7+C/dAtuWhhx7i4Ycf5qOPPrLrKy4uBrC+DqmyspLLly+zZs0au9qMjAxSU1Pp2bMn27Zta/cRfUpKCpmZmfTv35/U1FTrC9bvJ3osLiIiIp2Gm5sb4eHhnD17lqKiImu72WwmMzMTHx8fa5g0Go0EBATg7+//tcebMWMG169f5w9/+IO1zWKx8M477+Du7m59/6XBYMDLy4vRo0fbXJ+fn8+OHTvo1asXe/bsaTdY7t+/n8zMTAYNGmTzyz33G61cioiISKeydOlS8vLyWLlyJVFRUfj4+JCTk0NZWRlbtmyx7q909Aqir2r+/PkcOnSITZs28ec//5nBgwfzxz/+kePHj7NixQrra4aMRiPjxo3Dzc02OqWkpGCxWJgyZQqlpaWUlpbajTFjxgwaGxtJS0sDYOrUqQ5/T93T09PhOze7GoVLERER6VR8fX1JT08nLS2NrKwsmpqaCAwMJCUlxbrnsaqqiosXL7Jq1apvNFaPHj144403+Jd/+RcOHjzIp59+SkBAAP/4j/9IZGQkAHfu3OHkyZMkJCTYXFtZWUl5eTkAubm55ObmOhxjxowZnDt3zvpzl++8847DugEDBtwX4bKbyWRq+6y/iIiIOFV1dTV+fn4dPQ3p4jrz35H2XIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiISIcoLi5mwoQJnDp1yq6vsrKSjRs3EhkZSWhoKNHR0eTl5bV5r4MHDzJ58mRu375t11dRUUFYWBi5ubntzichIYHly5e3WxMfH8/GjRut///BBx8QGxvL1KlTmTx5Ms899xxZWVm0tLTYXfu73/2On/3sZ0yZMoUpU6awaNEiDh8+3O54XZHCpYiIiHznrl69ytq1ax2GsJqaGmJjY8nLy2PmzJmsWLGCpqYmVq9e3WYYMxqNjBkzhh49eti019bWkpCQQGNjY7vzef311zEYDO3WNDQ08OGHHxISEgLAoUOHWLNmDbW1tSxevJgXXniB3r1789prr7F161aba9988002b96Mi4sLcXFxLF++nObmZjZs2EB6enq743Y1bh09AREREXmwHD16lK1bt1JXV+ewPz09ncrKSvbu3cuoUaMAmDlzJtHR0aSkpBAWFoanp6e1vrm5mYKCApYsWWJznzNnzrBhwwZu3LjR5lxMJhP/9E//xNGjR79w3oWFhbS0tDBhwgQ+++wztm3bxqBBg/i3f/s3a6j96U9/yrp16/jd737H3LlzGT58ODdu3CA9PZ0f/OAHvPHGG7i6ulprly5dyltvvcXs2bPx8/P7wjl0BVq5FBERke9MQkIC69ato0+fPkRERNj1Nzc3c/jwYYKCgqzBEsDDw4P58+djMpk4duyYzTUlJSXU1dVZVxQBtm3bRmxsLBaLhTlz5jicS2FhIT/5yU/Iy8tj6dKlXzj3/Px8RowYQa9evSguLubTTz/lRz/6kd1q6YwZMwA4ffo0ACdPnqS5uZk5c+ZYgyWAm5sbERERNDU1UVRU9IXjdxVauRQREelEfv37pI6eQpuW/WjDN77HlStXiI+PJyoqin379tn1X7p0iYaGBkaOHGnXN2LECODuXs3w8HBru8FgYNCgQQwePNjaduHCBRYuXEh0dDTvv/8++/fvt7vf5cuXGT58OP/wD//A0KFD2bt3b7tzNxqN1qA6cuRIfvvb3/K9733Prq62thYAF5e7a3h/93d/x9ChQ+nbt+8X1t4PFC5FREQ6kY+ryzp6Ct+qrKws3N3d2+yvqqoCoH///nZ9reGsoqLCpt1oNNqsWgKkpaW1Ow7AT37yE+bPn/+l5n3hwgWqqqqYNGkSAO7u7jz88MN2dU1NTWRlZQHwxBNPAODp6UlgYKBd7a1bt3j33Xdxc3PjBz/4wZeaR1dw/8RkERER6fS+KPDV19cD2OypbNX6+PneE+E1NTWUlpZaQ9+XHefL1rQyGo306dOHv/3bv2237tVXX+Xy5ctMnTq13dqmpiZefvllTCYTf//3f4+Pj8+Xnktnp3ApIiIinYbFYrH515F7HyHn5+fj7u7O2LFjv9V5ta6OduvWzWF/S0sL//RP/8S7775LQEAAL730Upv3MpvNrFu3DqPRyA9+8AN+/vOff1vT7hAKlyIiItJpeHl5AXcD2Oe1rlh6e3tb2wwGA8HBwXh4eHxrc6qvr6eoqIiJEyc67G9sbGTt2rXs37+fIUOGsHv3bnr16uWwtra2lri4OP70pz8xduxYduzY8ZVWULsC7bkUERHpRP7Gz35v3oNk4MCBAA5fH9Ta1q9fP+Duo+Xjx48TFxf3rc6poKAAgAkTJtj11dTU8OKLL/LnP/+ZMWPGkJycTM+ePR3ep7y8nFWrVnHt2jWmTZvGP/7jP36robijKFyKiIh0Is44kd2VBQQE4O3tTUlJiV1fa1tQUBAARUVF1NfX2x3mcbb8/HxGjRpls2IK8Je//IW4uDjKy8uJiIhg48aNdO/e3eE9ysvLiY2Npba2loULF/LCCy+0+Yi9q9NjcREREek03NzcCA8P5+zZszbvfjSbzWRmZuLj42MNk0ajkYCAAPz9/b+1+VgsFvLz8+0CbHNzM7/4xS8oLy/nJz/5CZs3b24zWDY0NPDiiy9SW1vLz3/+c1asWHHfBkvQyqWIiIh0MkuXLiUvL4+VK1cSFRWFj48POTk5lJWVsWXLFuujZEevIHK28+fPU1NTYzfOH//4Rz788EN69uzJyJEjHf4s5aOPPspjjz3Gb3/7Wz7++GP8/f3p27cvhw4dsqsdNWrUtxqSv0sKlyIiItKp+Pr6kp6eTlpaGllZWTQ1NREYGEhKSor1lUNVVVVcvHiRVatWfatzMRqN9O3bl8cee8ym/fjx4wDU1dWRlOT4xfdLlizhscceo7CwEIBr166xceNGh7UbNmy4b8JlN5PJ1PZZfxEREXGq6urq++Y3pKXjdOa/I+25FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUERGRDlFcXMyECRM4deqUXV9lZSUbN24kMjKS0NBQoqOjycvLa/NeBw8eZPLkydy+fduur6KigrCwMHJzcx1ee/HiRX7xi18QERFBSEgIs2fPJiUlhfr6eof1Z86cYfz48Vy7dg0Ak8lEcnIys2fPJiQkhIiICNavX8+VK1fsrr1+/TqbNm0iMjKSiRMnEhkZyebNm6murm7zs3U1bh09AREREXnwXL16lbVr19LS0mLXV1NTQ2xsLHV1dTz77LP4+fmRk5PD6tWrSUpK4umnn7a7xmg0MmbMGHr06GHTXltbS0JCAo2NjQ7nUV5eTkxMDK6ursybN4/+/fvzP//zP/z2t7/l5MmTvPnmm3h6etqNNXjwYPz9/TGbzcTFxXH58mWeeeYZhg8fTkVFBdnZ2RQUFJCenk5gYCAAN2/eJCYmhlu3bjFnzhwefvhhysrKOHDgAIWFhezbtw9fX9+v+5V2GgqXIiIi8p06evQoW7dupa6uzmF/eno6lZWV7N27l1GjRgEwc+ZMoqOjSUlJISwszCbwNTc3U1BQwJIlS2zuc+bMGTZs2MCNGzfanMv27du5c+cOb731ljUE/uQnP2Ho0KG89tpr/Od//ifPP/+8zTUGg4GQkBAAMjIyKCsrY/369cyZM8daM336dBYvXsyuXbtITU0F4I033qCmpoadO3cyceJEa+2TTz7J6tWreeutt1i7du0Xfn+dnR6Li4iIyHcmISGBdevW0adPHyIiIuz6m5ubOXz4MEFBQdZgCeDh4cH8+fMxmUwcO3bM5pqSkhLq6uqsgQ9g27ZtxMbGYrFYbELfve7cucPZs2cZPXq0NVi2ioyMBOD06dM27dXV1Vy8eJFJkyYBUFhYSPfu3Zk1a5ZN3dChQxkyZIjN9YWFhfj7+9sES4DQ0FC8vb3txuqqtHIpIiLSibz77rsdPYU2zZ49+xvf48qVK8THxxMVFcW+ffvs+i9dukRDQwMjR4606xsxYgRwd69meHi4td1gMDBo0CAGDx5sbbtw4QILFy4kOjqa999/n/3799vdz9XVlczMTCwWi11fbW2tteZeBoMBT09PxowZA8DmzZupra21q7NYLNy8eRMXl7+u4+3Zs4eGhga7sRobG2lsbLSp7coULkVERDqRqqqqjp7CtyorKwt3d/c2+1s/f//+/e36+vbtC9w9oHMvo9Fos2oJkJaW1u44AC4uLvj7+zvse+eddwB44okn7MYKDg623tvX19fhPskjR45QU1NDaGiota1fv34Ox8rIyKC5uZng4OB259tV3B8RWURERLqELwp8rSe0P3+IBrAe1rn3RHhNTQ2lpaXWx9Rfdpz2HDx4kHfffZd+/frZrNY2NTVx4sQJuyD7eWVlZSQnJ+Pq6kpMTEy7tSdOnODNN9/Ey8uLBQsWfO05dyYKlyIiItJptD6idvSoutW9j4/z8/Nxd3dn7NixThk/NzeXzZs34+npyauvvspDDz1k7Tt79iyffvppu+Hy/PnzxMfHc+vWLRITExk2bFibtQUFBSQmJtLS0sKmTZvaXNnsahQuRUREpNPw8vICwGw22/W1rlh6e3tb2wwGA8HBwXh4eHzjsd98802SkpLw9PRk586dDB8+3KbfaDTyyCOPMGDAAIfXGwwGli9fjslkIjExkXnz5rU5Vk5ODi+++CLNzc1s2bLF5vF5V6c9lyIiIp1I677CB9XAgQMBHL4+qLWtdYWvqamJ48ePExcX943GbGpq4pVXXiE3N5e+ffuSmprKY489ZldnMBjsHr+3ys7OZvv27bi4uJCUlMRTTz3V5ni7d+/m7bffxtvbm1dffZVx48Z9o/l3NgqXIiIinYgzTmR3ZQEBAXh7e1NSUmLX19oWFBQEQFFREfX19V+4B7I9zc3N/PKXv+S9997j0UcfZceOHQ4DfmVlJZcvX2bNmjV2fRkZGaSmptKzZ0+2bdvW7iP6lJQUMjMz6d+/P6mpqXavQLof6LG4iIiIdBpubm6Eh4dz9uxZioqKrO1ms5nMzEx8fHysYdJoNBIQENDmie8vY8+ePbz33nuMGDGCX//6122uHBsMBry8vBg9erRNe35+Pjt27KBXr17s2bOn3WC5f/9+MjMzGTRokM0v99xvtHIpIiIincrSpUvJy8tj5cqVREVF4ePjQ05ODmVlZWzZssW6v9LRK4i+isrKSv7t3/6Nbt26MXXqVP70pz/Z1fj4+PDkk09iNBoZN24cbm620SklJQWLxcKUKVMoLS2ltLTU7h4zZsygsbGRtLQ0AKZOnerw99Q9PT2ZOnXq1/48nYXCpYiIiHQqvr6+pKenk5aWRlZWFk1NTQQGBpKSkmLd81hVVcXFixdZtWrV1x7n1KlTNDc3A1iD3+eNHTuWsWPHcvLkSRISEmz6KisrKS8vB+6eMs/NzXV4jxkzZnDu3Dnrz122vkPz8wYMGHBfhMtuJpOp7bP+IiIi4lTV1dX4+fl19DSki+vMf0facykiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIdori4mAkTJnDq1Cm7vsrKSjZu3EhkZCShoaFER0eTl5fX5r0OHjzI5MmTuX37tl1fRUUFYWFh5ObmOrz22rVrvPzyyzzzzDPWsf77v/+7zbHOnDnD+PHjuXbtGgAmk4nk5GRmz55NSEgIERERrF+/nitXrthde/36dTZt2kRkZCQTJ04kMjKSzZs3U11d3eZ4XY1bR09AREREHjxXr15l7dq1tLS02PXV1NQQGxtLXV0dzz77LH5+fuTk5LB69WqSkpJ4+umn7a4xGo2MGTOGHj162LTX1taSkJBAY2Ojw3ncuHGDmJgY7ty5w09/+lN8fHz4wx/+wEsvvURlZSXPP/+8w7EGDx6Mv78/ZrOZuLg4Ll++zDPPPMPw4cOpqKggOzubgoIC0tPTCQwMBODmzZvExMRw69Yt5syZw8MPP0xZWRkHDhygsLCQffv24evr+3W+zk5F4VJERES+U0ePHmXr1q3U1dU57E9PT6eyspK9e/cyatQoAGbOnEl0dDQpKSmEhYXh6elprW9ubqagoIAlS5bY3OfMmTNs2LCBGzdutDmX3bt3c/PmTd58801GjhwJwJw5c1i0aBF79+5lzpw5eHt721xjMBgICQkBICMjg7KyMtavX8+cOXOsNdOnT2fx4sXs2rWL1NRUAN544w1qamrYuXMnEydOtNY++eSTrF69mrfeeou1a9d+4ffX2emxuIiIiHxnEhISWLduHX369CEiIsKuv7m5mcOHDxMUFGQNlgAeHh7Mnz8fk8nEsWPHbK4pKSmhrq7OGvgAtm3bRmxsLBaLxSb0fV63bt0ICQmxBksAV1dXgoODuX37NuXl5Tb11dXVXLx4kUmTJgFQWFhI9+7dmTVrlk3d0KFDGTJkCKdPn7a2FRYW4u/vbxMsAUJDQ/H29rap7cq0cikiItKJZP34/+voKbTppwcWfON7XLlyhfj4eKKioti3b59d/6VLl2hoaLAJe61GjBgB3N2rGR4ebm03GAwMGjSIwYMHW9suXLjAwoULiY6O5v3332f//v0O57Nx40aH7efPn8fFxYV+/frZtBsMBjw9PRkzZgwAmzdvpra2FldXV5s6i8XCzZs3cXH56zrenj17aGhosBursbGRxsZGm9quTOFSRESkE6k8c72jp/CtysrKwt3dvc3+qqoqAPr372/X17dvX+DuAZ17GY1Gm1VLgLS0tHbHcaS+vp6rV6/y29/+lpMnTzJ//ny7PZBGo5Hg4GDrvX19fR3ukzxy5Ag1NTWEhoZa2z4fVFtlZGTQ3NxMcHDwV5pvZ6VwKSIiIt+ZLwp89fX1ADZ7Klu1Hta590R4TU0NpaWlxMfHf6VxHElKSuL9998HYOTIkSxevNimv6mpiRMnTvAP//AP7d6nrKyM5ORkXF1diYmJabf2xIkTvPnmm3h5ebFgwTdfGe4M7o/1VxEREbkvWCwWm38duffxcX5+Pu7u7owdO/Ybjz1z5kySk5OJjo7m4sWLPP/889bXDQGcPXuWTz/91G6V9F7nz58nPj6eW7dukZiYyLBhw9qsLSgoIDExkZaWFjZt2tTmymZXo3ApIiIinYaXlxcAZrPZrq91xfLe09sGg4Hg4GA8PDy+8dhTpkwhLCyM5cuXs3XrVqqqqnjzzTet/UajkUceeYQBAwY4vN5gMLB8+XJMJhOJiYnMmzevzbFycnJ48cUXaW5uZsuWLTaPz7s6PRYXERHpRPqPcRxcHhQDBw4EcPj6oNa21hW+pqYmjh8/TlxcnNPnMWXKFLy8vDh37py1zWAwWE+Jf152djbbt2/HxcWFpKQknnrqqTbvvXv3bt5++228vb159dVXGTdunNPn35EULkVERDoRZ5zI7soCAgLw9vampKTErq+1LSgoCICioiLq6+vbfUzdHpPJxJIlS3j88cd55ZVXbPru3LnDZ599Zl0Rrays5PLly6xZs8buPhkZGaSmptKzZ0+2bdvW7iP6lJQUMjMz6d+/P6mpqdYXrN9P9FhcREREOg03NzfCw8M5e/YsRUVF1naz2UxmZiY+Pj7WMGk0GgkICMDf3/9rjdW7d2/c3Nz44IMPKCsrs+l75513uHPnDlOnTgXurlp6eXkxevRom7r8/Hx27NhBr1692LNnT7vBcv/+/WRmZjJo0CCbX+6532jlUkRERDqVpUuXkpeXx8qVK4mKisLHx4ecnBzKysrYsmWLdTXR0SuIvqp169axYsUK4uLimDdvHj4+Ppw8eZL33nuPH/zgBzz33HPWscaNG4ebm210SklJwWKxMGXKFEpLSyktLbUbY8aMGTQ2NpKWlgbA1KlTHf6euqenpzXMdmUKlyIiItKp+Pr6kp6eTlpaGllZWTQ1NREYGEhKSop1z2NVVRUXL15k1apV32isMWPG8Oabb/LrX/+arKwsbt++jb+/P7GxsTz//PO4u7tz584dTp48SUJCgs21lZWV1l/wyc3NJTc31+EYM2bM4Ny5c9afu3znnXcc1g0YMOC+CJfdTCZT22f9RURExKmqq6vx8/Pr6GlIF9eZ/46051JEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkRERDpEcXExEyZM4NSpU3Z9lZWVbNy4kcjISEJDQ4mOjiYvL6/Nex08eJDJkydz+/Ztu76KigrCwsLIzc39wjk1NzezdOlSxo8f32bNmTNnGD9+PNeuXQPAZDKRnJzM7NmzCQkJISIigvXr13PlyhW7a69fv86mTZuIjIxk4sSJREZGsnnzZqqrq79wbl2FW0dPQERERB48V69eZe3atbS0tNj11dTUEBsbS11dHc8++yx+fn7k5OSwevVqkpKSePrpp+2uMRqNjBkzhh49eti019bWkpCQQGNj45ea1759+/jwww/brTEajQwePBh/f3/MZjNxcXFcvnyZZ555huHDh1NRUUF2djYFBQWkp6cTGBgIwM2bN4mJieHWrVvMmTOHhx9+mLKyMg4cOEBhYSH79u3D19f3S82zM1O4FBERke/U0aNH2bp1K3V1dQ7709PTqaysZO/evYwaNQqAmTNnEh0dTUpKCmFhYXh6elrrm5ubKSgoYMmSJTb3OXPmDBs2bODGjRtfal4lJSWkp6fj7u7OZ5991madwWAgJCQEgIyMDMrKyli/fj1z5syx1kyfPp3Fixeza9cuUlNTAXjjjTeoqalh586dTJw40Vr75JNPsnr1at566y3Wrl37pebamemxuIiIiHxnEhISWLduHX369CEiIsKuv7m5mcOHDxMUFGQNlgAeHh7Mnz8fk8nEsWPHbK4pKSmhrq7OGvgAtm3bRmxsLBaLxSb0taWhoYENGzYwceJERo4c2WZddXU1Fy9eZNKkSQAUFhbSvXt3Zs2aZVM3dOhQhgwZwunTp61thYWF+Pv72wRLgNDQULy9vW1quzKtXIqIiHQi4blVHT2FNv33M32/8T2uXLlCfHw8UVFR7Nu3z67/0qVLNDQ0OAx4I0aMAO7u1QwPD7e2GwwGBg0axODBg61tFy5cYOHChURHR/P++++zf//+duf12muvUV9fz0svvcRLL73UZp3BYMDT05MxY8YAsHnzZmpra3F1dbWps1gs3Lx5ExeXv67j7dmzh4aGBrt7NjY20tjYaFPblSlcioiIdCInqu909BS+VVlZWbi7u7fZX1V1N1z379/frq9v37vhtqKiwqbdaDTarFoCpKWltTvOvY4ePcrvfvc7kpOT6dOnT7u1RqOR4OBg6719fX0d7pM8cuQINTU1hIaGWtv69evn8J4ZGRk0NzcTHBz8pebb2d0fEVlERES6hC8KfPX19QA2eypbtR7WufdEeE1NDaWlpdbH1F92nFZVVVVs3bqVWbNmERYW1m5tU1MTJ06csAuyn1dWVkZycjKurq7ExMS0W3vixAnefPNNvLy8WLBgwZeac2encCkiIiKdhsVisfnXkXsfH+fn5+Pu7s7YsWO/1libNm3ie9/7Hi+++OIX1p89e5ZPP/203XB5/vx54uPjuXXrFomJiQwbNqzN2oKCAhITE2lpaWHTpk1trmx2NXosLiIiIp2Gl5cXAGaz2a6vdcXS29vb2mYwGAgODsbDw+Mrj/Xv//7vnDx5kuTkZD777DPrCfGmpibg7vsrXVxc6NmzJ3D3kfgjjzzCgAEDHN7PYDDwy1/+koaGBhITE5k3b16bY+fk5PCrX/2Kbt26sWXLFpvH512dwqWIiEgnMs6ve0dPoUMNHDgQwOHrg1rbWlf4mpqaOH78OHFxcV9rrD/96U9YLBZWr17tsD8iIoIBAwbw7rvvAnfD4+cfv7fKzs5m+/btuLi4kJSUxFNPPdXmuLt37+btt9/G29ubV199lXHjxn2t+XdWCpciIiKdiDNOZHdlAQEBeHt7U1JSYtfX2hYUFARAUVER9fX1X7gHsi0rV67k1q1bdu07duzg4sWL7Nq1y7oiWllZyeXLl1mzZo1dfUZGBqmpqfTs2ZNt27a1+4g+JSWFzMxM+vfvT2pqqvUF6/cThUsRERHpNNzc3AgPD+fAgQMUFRVZ33VpNpvJzMzEx8fHGiaNRiMBAQH4+/t/rbHa2g/Z+hj83p+ANBgMeHl5MXr0aJva/Px8duzYQa9evXjjjTfaDYv79+8nMzOTQYMG8cYbb1hPv99vFC5FRESkU1m6dCl5eXmsXLmSqKgofHx8yMnJoaysjC1btlhXEx29gujbYjQaGTduHG5uttEpJSUFi8XClClTKC0tpbS01O7aGTNm0NjYSFpaGgBTp051+Hvqnp6eTJ069VuZ/3dJ4VJEREQ6FV9fX9LT00lLSyMrK4umpiYCAwNJSUmx7nmsqqri4sWLrFq16lufz507dzh58iQJCQk27ZWVlZSXlwOQm5tLbm6uw+tnzJjBuXPnrD93+c477zisGzBgwH0RLruZTKa2z/qLiIiIU1VXV+Pn59fR05AurjP/Hek9lyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIi0iGKi4uZMGECp06dsuurrKxk48aNREZGEhoaSnR0NHl5eW3e6+DBg0yePJnbt2/b9VVUVBAWFkZubq7Da7ds2cL48eMd/ufomjNnzjB+/HiuXbsGgMlkIjk5mdmzZxMSEkJERATr16/nypUrdtdev36dTZs2ERkZycSJE4mMjGTz5s1UV1e3+dm6GreOnoCIiIg8eK5evcratWtpaWmx66upqSE2Npa6ujqeffZZ/Pz8yMnJYfXq1SQlJfH000/bXWM0GhkzZgw9evSwaa+trSUhIYHGxsY253Lx4kUGDBjA8uXL7fpGjRrlcKzBgwfj7++P2WwmLi6Oy5cv88wzzzB8+HAqKirIzs6moKCA9PR0AgMDAbh58yYxMTHcunWLOXPm8PDDD1NWVsaBAwcoLCxk3759+Pr6fuF319kpXIqIiMh36ujRo2zdupW6ujqH/enp6VRWVrJ3715ruJs5cybR0dGkpKQQFhaGp6entb65uZmCggKWLFlic58zZ86wYcMGbty40eZcWlpaKCsrY8qUKcyYMeNLzd9gMBASEgJARkYGZWVlrF+/njlz5lhrpk+fzuLFi9m1axepqakAvPHGG9TU1LBz504mTpxorX3yySdZvXo1b731FmvXrv1Sc+jM9FhcREREvjMJCQmsW7eOPn36EBERYdff3NzM4cOHCQoKslk19PDwYP78+ZhMJo4dO2ZzTUlJCXV1ddbAB7Bt2zZiY2OxWCw2oe/zPv74Y8xms3V18YtUV1dz8eJFJk2aBEBhYSHdu3dn1qxZNnVDhw5lyJAhnD592tpWWFiIv7+/TbAECA0Nxdvb26a2K9PKpYiISCfimRTf0VNoU+OGf/nG97hy5Qrx8fFERUWxb98+u/5Lly7R0NDAyJEj7fpGjBgB3N2rGR4ebm03GAwMGjSIwYMHW9suXLjAwoULiY6O5v3332f//v0O51NaWgrAkCFDALh9+zbdu3fH1dXVYb3BYMDT05MxY8YAsHnzZmpra+3qLRYLN2/exMXlr+t4e/bsoaGhwe6ejY2NNDY22tR2ZQqXIiIinYhr2UcdPYVvVVZWFu7u7m32V1VVAdC/f3+7vr59+wJ3D+jcy2g02qxaAqSlpbU7TqsLFy4AUFBQwI4dO7h+/Trdu3dn4sSJJCQk4O/vbzdWcHCw9d6+vr4O90keOXKEmpoaQkNDrW39+vVzOIeMjAyam5sJDg7+wvl2BfdHRBYREZEu4YsCX319PYDNnspWrYd17j0RXlNTQ2lpqfUx9Zcdp9XFixcB+J//+R8WL17Mtm3b+OlPf0p+fj7R0dE2QbapqYkTJ07YBdnPKysrIzk5GVdXV2JiYtqtPXHiBG+++SZeXl4sWLDgS825s9PKpYiIiHQaFovF5l9H7n18nJ+fj7u7O2PHjv1a40VERDB06FD+z//5P9bwOnXqVIKCgli3bh27d+9m8+bNAJw9e5ZPP/203XB5/vx5VqxYwa1bt1i7di3Dhg1rs7agoMB6Yn7Tpk1trmx2NQqXIiIi0ml4eXkBYDab7fpaVyy9vb2tbQaDgeDgYDw8PL7WeI5eawTwwx/+kH79+lFQUGBtMxqNPPLIIwwYMMDhNQaDgV/+8pc0NDSQmJjIvHnz2hw3JyeHX/3qV3Tr1o0tW7bYPD7v6hQuRUREOpHmwOEdPYUONXDgQACHrw9qbWtd4WtqauL48ePExcV9K3Px8fGxPjaHu+Hx84/fW2VnZ7N9+3ZcXFxISkriqaeeavO+u3fv5u2338bb25tXX32VcePGOX3uHUnhUkREpBNxxonsriwgIABvb29KSkrs+lrbgoKCACgqKqK+vv4L90C2xWQyER8fz6BBg9i2bZtNX1NTEx9//DGDBg0C7v5i0OXLl1mzZo3dfTIyMkhNTaVnz55s27at3Uf0KSkpZGZm0r9/f1JTU7/0K5C6Eh3oERERkU7Dzc2N8PBwzp49S1FRkbXdbDaTmZmJj4+PNUwajUYCAgLsTnR/Wb1796a5uZk//elPnDt3zqZv37591NfX88wzzwB3Vy29vLwYPXq0TV1+fj47duygV69e7Nmzp91guX//fjIzMxk0aJDNL/fcb7RyKSIiIp3K0qVLycvLY+XKlURFReHj40NOTg5lZWVs2bLFur/S0SuIvqq1a9eycuVKfv7znzNv3jz69u3LyZMnee+993jiiSd47rnnrGONGzcONzfb6JSSkoLFYmHKlCmUlpZa35t5rxkzZtDY2EhaWhpw98CQo99T9/T0ZOrUqd/o83QGCpciIiLSqfj6+pKenk5aWhpZWVk0NTURGBhISkqKdc9jVVUVFy9eZNWqVd9orCeeeIL09HTS09P5r//6LxobGxk4cCCxsbEsXLgQNzc37ty5w8mTJ0lISLC5trKykvLycgByc3PJzc11OMaMGTM4d+6c9ecu33nnHYd1AwYMuC/CZTeTydT2WX8RERFxqurqavz8/Dp6GtLFdea/I+25FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERkQ5RXFzMhAkTOHXqlF1fZWUlGzduJDIyktDQUKKjo8nLy2vzXgcPHmTy5Mncvn3brq+iooKwsDByc3MdXtvS0sJvf/tboqKimDJlCs888wybNm2iqqrKYf2ZM2cYP348165dA8BkMpGcnMzs2bMJCQkhIiKC9evXc+XKFbtrr1+/zqZNm4iMjGTixIlERkayefNmqqur2/xsXY1bR09AREREHjxXr15l7dq1tLS02PXV1NQQGxtLXV0dzz77LH5+fuTk5LB69WqSkpJ4+umn7a4xGo2MGTOGHj162LTX1taSkJBAY2Njm3PZtGkThw4dIjQ0lHnz5lFeXs5//ud/cvbsWf71X/+V733ve3ZjDR48GH9/f8xmM3FxcVy+fJlnnnmG4cOHU1FRQXZ2NgUFBaSnpxMYGAjAzZs3iYmJ4datW8yZM4eHH36YsrIyDhw4QGFhIfv27cPX1/frfJ2disKliIiIfKeOHj3K1q1bqaurc9ifnp5OZWUle/fuZdSoUQDMnDmT6OhoUlJSCAsLw9PT01rf3NxMQUEBS5YssbnPmTNn2LBhAzdu3GhzLu+//z6HDh1i3rx5rF271tr+2GOPkZSUxH/913/xs5/9zOYag8FASEgIABkZGZSVlbF+/XrmzJljrZk+fTqLFy9m165dpKamAvDGG29QU1PDzp07mThxorX2ySefZPXq1bz11ls2c+iq9FhcREREvjMJCQmsW7eOPn36EBERYdff3NzM4cOHCQoKsgZLAA8PD+bPn4/JZOLYsWM215SUlFBXV2cNfADbtm0jNjYWi8ViE/o+Lzs7Gy8vL37+85/btEdERPCzn/2MwYMH27RXV1dz8eJFJk2aBEBhYSHdu3dn1qxZNnVDhw5lyJAhnD592tpWWFiIv7+/TbAECA0Nxdvb26a2K9PKpYiISCfSeHJVR0+hTZ7BO77xPa5cuUJ8fDxRUVHs27fPrv/SpUs0NDQwcuRIu74RI0YAd/dqhoeHW9sNBgODBg2yCYIXLlxg4cKFREdH8/7777N//367+zU3N3P27FnGjRuHl5cXALdv38bV1RV3d3e7wNk6lqenJ2PGjAFg8+bN1NbW4urqalNnsVi4efMmLi5/Xcfbs2cPDQ0NdvdsbGyksbHRprYrU7gUERHpRFrq/tzRU/hWZWVl4e7u3mZ/6yGa/v372/X17dsXuHtA515Go9Fm1RIgLS2t3XFa72M2mxk4cCDvvfce6enpXLx4EVdXV4KDg1m9ejUBAQF2YwUHB1vv7evr63Cf5JEjR6ipqSE0NNTa1q9fP4fzyMjIoLm5meDg4Hbn21XcHxFZREREuoQvCnz19fUANnsqW7Ue1rn3RHhNTQ2lpaXWx9RfdhyAW7duAXD8+HE2bNjA5MmT2bZtG9HR0Zw9e5aYmBjriXCApqYmTpw4YRdkP6+srIzk5GRcXV2JiYlpt/bEiRO8+eabeHl5sWDBgi+cc1egcCkiIiKdhsVisfnXkXsfH+fn5+Pu7s7YsWO/8lifffYZcPdR/ebNm4mPj2fq1KksXbqUV155hbq6Ovbs2WOtP3v2LJ9++mm74fL8+fPEx8dz69YtEhMTGTZsWJu1BQUFJCYm0tLSwqZNm9pc2exqFC5FRESk02jd+2g2m+36Wlcsvb29rW0Gg4Hg4GA8PDy+8litq6N9+/blhz/8oU3flClT6NevH8ePH7e2GY1GHnnkEQYMGODwfgaDgeXLl2MymUhMTGTevHltjp2Tk8OLL75Ic3MzW7ZssXl83tVpz6WIiEgn4tJzaEdPoUMNHDgQwOHrg1rbWlf4mpqaOH78OHFxcV9rrNb7+Pj4OOzv06cPFy9etP6/wWCwe/zeKjs7m+3bt+Pi4kJSUhJPPfVUm+Pu3r2bt99+G29vb1599VXGjRv3tebfWSlcioiIdCLOOJHdlQUEBODt7U1JSYldX2tbUFAQAEVFRdTX13/hHsi29O7dm0GDBvHxxx9jNpttVj9bWlqoqKiwht3KykouX77MmjVr7O6TkZFBamoqPXv2ZNu2be0+ok9JSSEzM5P+/fuTmppqfcH6/USPxUVERKTTcHNzIzw8nLNnz1JUVGRtN5vNZGZm4uPjYw2TRqORgIAA/P39v/Z4M2fO5NNPP+Wdd96xaT9w4AAmk8n6yiODwYCXlxejR4+2qcvPz2fHjh306tWLPXv2tBss9+/fT2ZmJoMGDbL55Z77jVYuRUREpFNZunQpeXl5rFy5kqioKHx8fMjJyaGsrIwtW7ZYVxgdvYLoq1qwYAEGg4E9e/Zw5coVxo4dy/nz5zlw4ACBgYE8//zz1rHGjRuHm5ttdEpJScFisTBlyhRKS0spLS21G2PGjBk0NjaSlpYGwNSpUx3+nrqnpydTp079Rp+nM1C4FBERkU7F19eX9PR00tLSyMrKoqmpicDAQFJSUqx7Hquqqrh48SKrVq36RmO5u7uza9cu/vVf/5XDhw/z3nvv8f3vf5+///u/JzY2lh49enDnzh1OnjxJQkKCzbWVlZWUl5cDkJubS25ursMxZsyYwblz56w/d/n5VdJWAwYMuC/CZTeTydT2WX8RERFxqurqavz8/Dp6GtLFdea/I+25FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGncevoCYiIiMiDqbi4mCVLlpCWlsYTTzxh01dZWcnu3bs5ceIE9fX1PProoyxatIjQ0FCH9zp48CCvvPIKf/zjH+nRo4dNX0VFBc899xxr1qzhmWeesWn/8Y9/3O4cBwwYwLvvvmvTdubMGWJjY9m/fz/+/v6YTCb27t3LsWPHqK6uxtvbmyeeeILY2Fgefvhhm2uvX7/Or3/9awoLC7l58ybf//73mThxIsuXL8fPz+8LvrGuQeFSREREvnNXr15l7dq1tLS02PXV1NQQGxtLXV0dzz77LH5+fuTk5LB69WqSkpJ4+umn7a4xGo2MGTPGLljW1taSkJBAY2Oj3TXf//732bRpk8P5HTp0iIKCAn74wx86HGvw4MH4+/tjNpuJi4vj8uXLPPPMMwwfPpyKigqys7MpKCggPT2dwMBAAG7evElMTAy3bt1izpw5PPzww5SVlXHgwAEKCwvZt28fvr6+X+r768wULkVEROQ7dfToUbZu3UpdXZ3D/vT0dCorK9m7dy+jRo0CYObMmURHR5OSkkJYWBienp7W+ubmZgoKCliyZInNfc6cOcOGDRu4ceOGw3E8PT2ZMWOGXXtpaSmnT5/mBz/4Af/wD/9g128wGAgJCQEgIyODsrIy1q9fz5w5c6w106dPZ/HixezatYvU1FQA3njjDWpqati5cycTJ0601j755JOsXr2at956i7Vr1zqca1eiPZciIiLynUlISGDdunX06dOHiIgIu/7m5mYOHz5MUFCQNVgCeHh4MH/+fEwmE8eOHbO5pqSkhLq6OmvgA9i2bRuxsbFYLBab0PdFWlpaSEpKAuDll1/Gzc12Ha66upqLFy8yadIkAAoLC+nevTuzZs2yqRs6dChDhgzh9OnT1rbCwkL8/f1tgiVAaGgo3t7eNrVdmVYuRUREOpFf/z6po6fQpmU/2vCN73HlyhXi4+OJiopi3759dv2XLl2ioaGBkSNH2vWNGDECuLtXMzw83NpuMBgYNGgQgwcPtrZduHCBhQsXEh0dzfvvv8/+/fu/1PxycnIoLS0lOjra5n73juXp6cmYMWMA2Lx5M7W1tbi6utrUWSwWbt68iYvLX9fx9uzZQ0NDg909GxsbaWxstKntyhQuRUREOpGPq8s6egrfqqysLNzd3dvsr6qqAqB///52fX379gXuHsS5l9FotFm1BEhLS2t3HEeamppIT0+nV69e/OxnP3NYYzQaCQ4Ott7b19fX4T7JI0eOUFNTY3MAqV+/fg7vmZGRQXNzM8HBwV9pvp3V/RGRRUREpEv4osBXX18PYLOnslXrYZ3bt29b22pqaigtLbU+pv6y4zjyxz/+kaqqKn760586HL+pqYkTJ07YBdnPKysrIzk5GVdXV2JiYtqtPXHiBG+++SZeXl4sWLDgK8+5M1K4FBERkU7DYrHY/OvIvY+P8/PzcXd3Z+zYsd947P/4j//Aw8ODZ5991mH/2bNn+fTTT9sNl+fPnyc+Pp5bt26RmJjIsGHD2qwtKCggMTGRlpYWNm3a1ObKZlejcCkiIiKdhpeXFwBms9mur3XF0tvb29pmMBgIDg7Gw8PjG41bXV1NcXExkyZNomfPng5rjEYjjzzyCAMGDHDYbzAYWL58OSaTicTERObNm9fmeDk5Obz44os0NzezZcuWNt/f2RVpz6WIiEgn8jd+gR09hQ41cOBAAIevD2pta13ha2pq4vjx48TFxX3jcfPy8rBYLDz11FNt1hgMBrvH762ys7PZvn07Li4uJCUltXuf3bt38/bbb+Pt7c2rr77KuHHjvvH8OxOFSxERkU7EGSeyu7KAgAC8vb0pKSmx62ttCwoKAqCoqIj6+vov3AP5ZZw5cwYXFxfGjx/vsL+yspLLly+zZs0au76MjAxSU1Pp2bMn27Zta/cRfUpKCpmZmfTv35/U1FTrC9bvJ3osLiIiIp2Gm5sb4eHhnD17lqKiImu72WwmMzMTHx8fa5g0Go0EBATg7+//jcc9d+4cgwcPtj6W/zyDwYCXlxejR4+2ac/Pz2fHjh306tWLPXv2tBss9+/fT2ZmJoMGDbL55Z77jVYuRUREpFNZunQpeXl5rFy5kqioKHx8fMjJyaGsrIwtW7ZY91c6egXR19Hc3My1a9d48skn26wxGo2MGzfO7qXqKSkpWCwWpkyZQmlpKaWlpXbXzpgxg8bGRtLS0gCYOnUqp06dsqvz9PRk6tSp3+zDdAIKlyIiItKp+Pr6kp6eTlpaGllZWTQ1NREYGEhKSop1z2NVVRUXL15k1apV33i8Tz75hJaWFr73ve857L9z5w4nT54kISHBpr2yspLy8nIAcnNzyc3NdXj9jBkzOHfunPXnLt955x2HdQMGDLgvwmU3k8nU9ll/ERERcarq6mr8/Pw6ehrSxXXmvyPtuRQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERkQ5RXFzMhAkTOHXqlF1fZWUlGzduJDIyktDQUKKjo8nLy2vzXgcPHmTy5Mncvn3brq+iooKwsDByc3MdXlteXs769esJDw9n0qRJPPvss2RkZNDS0uKw/syZM4wfP55r164BYDKZSE5OZvbs2YSEhBAREcH69eu5cuWK3bXXr19n06ZNREZGMnHiRCIjI9m8eTPV1dVtfrauxq2jJyAiIiIPnqtXr7J27VqHAa6mpobY2Fjq6up49tln8fPzIycnh9WrV5OUlMTTTz9td43RaGTMmDH06NHDpr22tpaEhAQaGxsdzqOiooKYmBjMZjN///d/z8CBA3n//fdJTU2lvLycX/ziFw7HGjx4MP7+/pjNZuLi4vj/2bv7uCivO///LwERylQTBEVhQcVuvW9UiKIR6VZNMDEpiUkMJt+oaBGyG0UIrttuXBHTeFPQb2WViDfdtQtkYzXUNabrxtY6A4h3cTVWCvGmPxWFCAUEiQzz+8MvV53MYKKZRiZ5P//h4TnnOuczhD/eOee6rjl79ixPPPEEQ4YM4dKlS+zYsYOSkhLy8vIIDw8HoLa2loSEBBoaGoiLi6Nfv35UVlaya9cuSktL2bZtGwEBAffy6+xUFC5FRETkK7V//35WrFhBfX290/68vDyqqqrYtGkTI0aMAGDatGnMmTOHrKwsJk6ciK+vrzHearVSUlLC3Llz7eY5duwYr7/+OleuXOmwll/+8pfU19ezYsUKJk+eDMD06dNJTk7mV7/6FTNmzKBfv35215jNZsaNGwdAfn4+lZWVLFmyhLi4OGPMpEmTmD17NuvXryc7OxuAjRs3UlNTw7p164iKijLGjhkzhrS0NLZs2UJ6evrn/fo6PR2Li4iIyFcmJSWFxYsX07NnT6ZMmeLQb7Va2bt3L8OHDzeCJUC3bt2YMWMGdXV1HDx40O6aU6dOUV9fbwQ+gFWrVpGYmIjNZrMLfZ914cIFAB555BG79okTJwJQXl5u115dXU1FRQXjx48HoLS0lK5du/Lkk0/ajRs0aBADBgzg6NGjRltpaSnBwcF2wRIgOjoak8lkN9adaedSRESkE3n33Xfvdwkdeuqpp770HOfOnSM5OZn4+Hi2bdvm0P/xxx/T1NTEsGHDHPqGDh0K3LpXs32XEW7tJIaEhBAaGmq0/fGPf+TFF19kzpw5/Pa3v2Xnzp1O6+nXrx+lpaV8/PHHxvzwl9AZGBhoN95sNuPr68vIkSMBWL58OdeuXcPT09NunM1mo7a2Fg+Pv+zj5ebm0tTU5FBDc3Mzzc3NdmPdmcKliIhIJ3L16tX7XcJfVWFhId7e3h32t3/+oKAgh75evXoBt+6TvJ3FYrHbtQTIycm54zrtXn75ZUpKSsjIyCAtLY3g4GAOHjzIr371KyIjI3nooYcc1oqIiDDmDggIcHqf5Pvvv09NTQ3R0dFGW+/evZ3WkJ+fj9VqJSIi4nPrdQdfj4gsIiIibuHzAl9jYyOA3T2V7dof1rn9ifCamhrKy8uNY+ovuk67gIAA5s+fz9WrV3nllVf44Q9/yJo1axg6dCirV6+mS5cuxtjW1lbKysocguxnVVZWsnr1ajw9PUlISLjj2LKyMjZv3oyfnx8zZ878QjV3dgqXIiIi0mnYbDa7n87cfnxcXFyMt7c3o0aNuqf1fvGLX7BkyRL8/f1ZvHgxK1eu5IUXXuCjjz4iOTmZhoYGY+zx48e5fv36HcPlmTNnjOtSU1MZPHhwh2NLSkpITU2lra2NZcuWdbiz6W50LC4iIiKdhp+fHwAtLS0Ofe07liaTyWgzm81ERETQrVu3u16rsbGRvLw8AgMD2bp1K927dwfg+9//PoMGDWLp0qVs3bqVV199Fbh1JN6/f3/69OnjdD6z2cxPfvITmpqaSE1NZfr06R2uXVRUxJtvvkmXLl3IzMy0Oz53dwqXIiIinUj7fYXfVH379gVw+vqg9rb2Hb7W1lYOHTpEUlLSPa114cIFWlpaiImJMYJlu0cffZQ333yTQ4cOGW1ms9nh+L3djh07WLNmDR4eHmRkZPDoo492uO6GDRvYunUrJpOJlStXEhkZeU/1d1YKlyIiIp2IK57IdmdhYWGYTCZOnTrl0NfeNnz4cABOnDhBY2Pj594D2ZH2+zKtVqtDn81mo62tzTier6qq4uzZs7z22msOY/Pz88nOzqZ79+6sWrXqjkf0WVlZFBQUEBQURHZ2tvGC9a8T3XMpIiIinYaXlxeTJ0/m+PHjnDhxwmhvaWmhoKAAf39/I0xaLBbCwsIIDg6+p7UGDBhAnz592Ldvn8NT+u+++y4tLS2MGTMGuLVr6efn5/D0eHFxMWvXrqVHjx7k5ubeMVju3LmTgoICQkJC7L655+tGO5ciIiLSqcybN48DBw6wYMEC4uPj8ff3p6ioiMrKSjIzM437K529guhueHh48E//9E8sWrSIl19+maeffpqePXty4sQJ3nvvPfr378/s2bONtSIjI/Hyso9OWVlZ2Gw2JkyYQHl5ucNL1wFiY2Npbm4mJycHgJiYGKffp+7r60tMTMw9f57OQuFSREREOpWAgADy8vLIycmhsLCQ1tZWwsPDycrKMu55vHr1KhUVFSxcuPBLrTVmzBg2b97M5s2bKSwspKmpiV69ehEfH09CQgImk4mbN29y+PBhUlJS7K6tqqri/PnzAOzevZvdu3c7XSM2NpbTp08bX3e5fft2p+P69OnztQiXXerq6jp+1l9ERERcqrq62uFbX0TuVmf+O9I9lyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIicl+cPHmSsWPHcuTIEYe+qqoqli5dytSpU4mOjmbOnDkcOHCgw7n27NnDI488wo0bNxz6Ll26xMSJE9m9e7fTaysrK0lLS+Pv/u7v+P73v8/8+fMxm80drnXs2DEefvhhLl68CEBdXR2rV6/mqaeeYty4cUyZMoUlS5Zw7tw5h2svX77MsmXLmDp1KlFRUUydOpXly5dTXV3d4Xruxut+FyAiIiLfPBcuXCA9PZ22tjaHvpqaGhITE6mvr+e5554jMDCQoqIi0tLSyMjI4LHHHnO4xmKxMHLkSHx8fOzar127RkpKCs3NzU7r+Oijj0hOTubTTz/l6aefJjQ0lN///vekpKSwaNEiZsyY4XSt0NBQgoODaWlpISkpibNnz/LEE08wZMgQLl26xI4dOygpKSEvL4/w8HAAamtrSUhIoKGhgbi4OPr160dlZSW7du2itLSUbdu2ERAQcC+/zk5F4VJERES+Uvv372fFihXU19c77c/Ly6OqqopNmzYxYsQIAKZNm8acOXPIyspi4sSJ+Pr6GuOtVislJSXMnTvXbp5jx47x+uuvc+XKlQ5rWblyJU1NTaxbt46oqCgAnn32WX784x/z85//nHHjxhEaGmp3jdlsZty4cQDk5+dTWVnJkiVLiIuLM8ZMmjSJ2bNns379erKzswHYuHEjNTU1dmsBjBkzhrS0NLZs2UJ6evrn/v46Ox2Li4iIyFcmJSWFxYsX07NnT6ZMmeLQb7Va2bt3L8OHDzeCJUC3bt2YMWMGdXV1HDx40O6aU6dOUV9fbwQ+gFWrVpGYmIjNZrMLfbe7cuUKp0+fJjIy0i7sdenShVmzZnHz5k2Ho/Tq6moqKioYP348AKWlpXTt2pUnn3zSbtygQYMYMGAAR48eNdpKS0sJDg62WwsgOjoak8lkN9adaedSRESkEyn84S/vdwkden7XzC89x7lz50hOTiY+Pp5t27Y59H/88cc0NTUxbNgwh76hQ4cCt+7VnDx5stFuNpsJCQmx22H84x//yIsvvsicOXP47W9/y86dOx3ma9/R/M53vuPQ1z7X6dOn7drNZjO+vr6MHDkSgOXLl3Pt2jU8PT3txtlsNmpra/Hw+Ms+Xm5uLk1NTQ5rNTc309zcbDfWnSlcioiIdCJVxy7f7xL+qgoLC/H29u6w/+rVqwAEBQU59PXq1Qu49YDO7SwWi92uJUBOTs4d1wGMo/Xr16879NXV1QE4PGhjsViIiIgw5g4ICHB6n+T7779PTU0N0dHRRlvv3r2d1pGfn4/VaiUiIuKO9bqLr0dEFhEREbfweYGvsbERwO6eynbtD+vc/kR4TU0N5eXlxjH1F10HoH///nTv3p2DBw8a67bbt28fAC0tLUZba2srZWVlDkH2syorK1m9ejWenp4kJCTccWxZWRmbN2/Gz8+PmTO//M5wZ6BwKSIiIp2GzWaz++nM7cfHxcXFeHt7M2rUqLtey8vLi9mzZ/PJJ5/w6quvcvToUS5evEhhYaER+Ly8/nLIe/z4ca5fv37HcHnmzBmSk5NpaGggNTWVwYMHdzi2pKSE1NRU2traWLZsWYc7m+5Gx+IiIiLSafj5+QH2O4bt2ncsTSaT0WY2m4mIiKBbt273tN7MmTO5efMmmzdvZv78+cCt4+vly5eTnZ1N9+7djbEWi4X+/fvTp08fp3OZzWZ+8pOf0NTURGpqKtOnT+9w3aKiIt588026dOlCZmam3fG5u1O4FBER6USCRjoPLt8Uffv2BXD6+qD2tvYdvtbWVg4dOkRSUtKXWnPWrFk899xzVFRU4OPjQ3h4OFarlaqqKrsHi8xms8Pxe7sdO3awZs0aPDw8yMjI4NFHH+1wvQ0bNrB161ZMJhMrV64kMjLyS9Xf2ShcioiIdCKueCLbnYWFhWEymTh16pRDX3vb8OHDAThx4gSNjY2few/knfz3f/833t7eTJw40e7VRyUlJdy8eZPRo0cDt74x6OzZs7z22msOc+Tn5xu7nKtWrbrjEX1WVhYFBQUEBQWRnZ1tvGD960T3XIqIiEin4eXlxeTJkzl+/DgnTpww2ltaWigoKMDf398IkxaLhbCwMIKDg+95vXfeeYeMjAz+/Oc/G22NjY3k5uYSGBhovIvTbDbj5+fHQw89ZHd9cXExa9eupUePHuTm5t4xWO7cuZOCggJCQkLsvrnn60Y7lyIiItKpzJs3jwMHDrBgwQLi4+Px9/enqKiIyspKMjMzjfsrnb2C6G4lJCSwYMEC5s+fzw9/+ENsNhs7d+7k4sWLrF692nhC3WKxEBkZafeAD9zaibTZbEyYMIHy8nLKy8sd1oiNjaW5uZmcnBwAYmJinH6fuq+vLzExMV/q83QGCpciIiLSqQQEBJCXl0dOTg6FhYW0trYSHh5OVlaWcc/j1atXqaioYOHChV9qrYcffph169aRl5dHbm4uXl5eDB8+nKVLlzJkyBAAbt68yeHDh0lJSbG7tqqqivPnzwOwe/duh2/zaRcbG8vp06eNr7vcvn2703F9+vT5WoTLLnV1dR0/6y8iIiIuVV1dTWBg4P0uQ9xcZ/470j2XIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMgqXIiIiIuIyCpciIiIi4jIKlyIiIiLiMl73uwARERH5Zjp58iRz584lJyeH0aNH2/VVVVWxYcMGysrKaGxsZODAgcyaNYvo6Ginc+3Zs4c33niDffv24ePjw+XLl3nrrbcoLS2ltraWBx98kKioKObPn09gYKDdtXV1dWzatInf//731NbW8jd/8zfMmDGDJ5980ulax44dIzExkZ07dxIcHGxcf/DgQaqrqzGZTIwePZrExET69etnd+3d1OWuFC5FRETkK3fhwgXS09Npa2tz6KupqSExMZH6+nqee+45AgMDKSoqIi0tjYyMDB577DGHaywWCyNHjsTHx4fa2loSEhJoaGggLi6Ofv36UVlZya5duygtLWXbtm0EBAQA0NzczKuvvkpFRQXTp0+nX79+/M///A+ZmZl88sknzJ492+laoaGhBAcH09LSQlJSEmfPnuWJJ55gyJAhXLp0iR07dlBSUkJeXh7h4eEAd1WXO1O4FBERka/U/v37WbFiBfX19U778/LyqKqqYtOmTYwYMQKAadOmMWfOHLKyspg4cSK+vr7GeKvVSklJCXPnzgVg48aN1NTUsG7dOqKiooxxY8aMIS0tjS1btpCeng7A22+/zR/+8AcyMzOZMmUKAHFxcSxcuJC8vDymTp1K79697eozm82MGzcOgPz8fCorK1myZAlxcXHGmEmTJjF79mzWr19Pdnb2XdflznTPpYiIiHxlUlJSWLx4MT179jTC3O2sVit79+5l+PDhRrAE6NatGzNmzKCuro6DBw/aXXPq1Cnq6+uNwFdaWkpwcLBdgAOIjo7GZDJx9OhRo23Pnj306tXLrpYuXbrw0ksvcfPmTfbu3Ws3R3V1NRUVFYwfP95Yq2vXrg5H6IMGDWLAgAF2a91NXe5MO5ciIiKdyOTdV+93CR367yd6fek5zp07R3JyMvHx8Wzbts2h/+OPP6apqYlhw4Y59A0dOhS4da/m5MmTjXaz2UxISAihoaEA5Obm0tTU5HB9c3Mzzc3NeHjc2ltrbGzk3LlzxMTEOIxtX//UqVN27WazGV9fX0aOHAnA8uXLuXbtGp6ennbjbDYbtbW1xlp3U5e7U7gUERHpRMqqb97vEv6qCgsL8fb27rD/6tVb4TooKMihr1evW+H20qVLdu0Wi8XYtQQcjrHb5efnY7VaiYiIMNay2WxOx/v4+NC9e3ena0VERBifISAgwOl9ku+//z41NTV2DyB90brc3dcjIouIiIhbuFOwhFu7iYDdPZXtfHx8ALhx44bRVlNTQ3l5uXFM3ZGysjI2b96Mn58fM2fOtFvrW9/6ltNrfHx8aG5uNv7d2tpKWVmZXZB1prKyktWrV+Pp6UlCQsJd1+XuFC5FRESk07DZbHY/nbn9+Li4uBhvb29GjRrV4fiSkhJSU1Npa2tj2bJlDjuIHa1ls9nsjruPHz/O9evX7xguz5w5Q3JyMg0NDaSmpjJ48OB7rstdKVyKiIhIp+Hn5wdAS0uLQ1/7jqXJZDLazGYzERERdOvWzel8RUVFLFq0CKvVSmZmpt0xdfuO5e07oZ9d7/a1LBYL/fv3p0+fPk7Hm81m5s+fT11dHampqUyfPr3Dz3mnutyd7rkUERHpRCIDu97vEu6rvn37AnDlyhWHvva29h2+1tZWDh06RFJSktO5NmzYwNatWzGZTKxcuZLIyEiHtbp06WLc53m75uZmGhoajPs84VZ47Oj4fceOHaxZswYPDw8yMjJ49NFHO/yMn1eXu1O4FBER6URc8US2OwsLC8NkMjk8pQ1/eXJ7+PDhAJw4cYLGxkanx9RZWVkUFBQQFBREdna28SLz233rW9+iX79+fPTRRw59J0+eBDBeh1RVVcXZs2d57bXXHMbm5+eTnZ1N9+7dWbVq1R2P6L9IXe5Ox+IiIiLSaXh5eTF58mSOHz/OiRMnjPaWlhYKCgrw9/c3wqTFYiEsLIzg4GC7OXbu3ElBQQEhISF235DjTGxsLJcvX+Y3v/mN0Waz2di+fTve3t7G+y/NZjN+fn489NBDdtcXFxezdu1aevToQW5u7h2D5d3U5c60cykiIiKdyrx58zhw4AALFiwgPj4ef39/ioqKqKysJDMz07i/8rOvIIJbx9k5OTkAxMTEcOTIEYf5fX19jXdbzpgxg/fee49ly5bxhz/8gdDQUPbt28ehQ4d49dVXjdcMWSwWIiMj8fKyj05ZWVnYbDYmTJhAeXk55eXlDuvFxsbedV3uTOFSREREOpWAgADy8vLIycmhsLCQ1tZWwsPDycrKMu55vHr1KhUVFSxcuNDu2tOnTxtfK7l9+3an8/fp08cIcT4+PmzcuJF//dd/Zc+ePVy/fp2wsDD+5V/+halTpwJw8+ZNDh8+TEpKit08VVVVnD9/HoDdu3eze/dup+vFxsbedV3urEtdXV3Hz/qLiIiIS1VXVxMYGHi/yxA315n/jnTPpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiI3BcnT55k7NixHDlyxKGvqqqKpUuXMnXqVKKjo5kzZw4HDhzocK49e/bwyCOPcOPGDQAuX77MsmXLmDp1KlFRUUydOpXly5dTXV19zzW1O3bsGA8//DAXL14EoK6ujtWrV/PUU08xbtw4pkyZwpIlSzh37pzDtfdalzvxut8FiIiIyDfPhQsXSE9Pp62tzaGvpqaGxMRE6uvree655wgMDKSoqIi0tDQyMjJ47LHHHK6xWCyMHDkSHx8famtrSUhIoKGhgbi4OPr160dlZSW7du2itLSUbdu2ERAQcFc1fXat0NBQgoODaWlpISkpibNnz/LEE08wZMgQLl26xI4dOygpKSEvL4/w8HCAe67L3ShcioiIyFdq//79rFixgvr6eqf9eXl5VFVVsWnTJkaMGAHAtGnTmDNnDllZWUycOBFfX19jvNVqpaSkhLlz5wKwceNGampqWLduHVFRUca4MWPGkJaWxpYtW0hPT7+rmm5nNpsZN24cAPn5+VRWVrJkyRLi4uKMMZMmTWL27NmsX7+e7Ozse67LHelYXERERL4yKSkpLF68mJ49ezJlyhSHfqvVyt69exk+fLgRLAG6devGjBkzqKur4+DBg3bXnDp1ivr6eiPwlZaWEhwcbBfgAKKjozGZTBw9evSuarpddXU1FRUVjB8/3lira9euPPnkk3bjBg0axIABA+zWutu63JV2LkVERDoR34zk+11Ch5pf/9cvPce5c+dITk4mPj6ebdu2OfR//PHHNDU1MWzYMIe+oUOHArfui5w8ebLRbjabCQkJITQ0FIDc3Fyampoc629uprm5GQ8P+721z6vpdmazGV9fX0aOHAnA8uXLuXbtGp6ennbjbDYbtbW1dmvdbV3uSuFSRESkE/Gs/Oh+l/BXVVhYiLe3d4f9V69eBSAoKMihr1evXgBcunTJrt1isRi7lgC9e/d2Ond+fj5Wq5WIiIi7qumza0VERBjjAwICnN4n+f7771NTU0N0dPQ91+Wuvh4RWURERNzC54W4xsZGALt7Ktv5+PgAGE+Ew62Hf8rLy41j6o6UlZWxefNm/Pz8mDlz5l3V1K61tZWysjK7IOtMZWUlq1evxtPTk4SEhHuuy10pXIqIiEinYbPZ7H46c/vxcXFxMd7e3owaNarD8SUlJaSmptLW1sayZcs63EH8PMePH+f69et3DJdnzpwhOTmZhoYGUlNTGTx48F+9rs5G4VJEREQ6DT8/PwBaWloc+tp3LE0mk9FmNpuJiIigW7duTucrKipi0aJFWK1WMjMz7Y6p75bFYqF///706dPHab/ZbGb+/PnU1dWRmprK9OnTO5zLlXV1NrrnUkREpBOxhg+53yXcV3379gXgypUrDn3tbe07fK2trRw6dIikpCSnc23YsIGtW7diMplYuXIlkZGRX6o2s9nc4fH7jh07WLNmDR4eHmRkZPDoo492OI+r6+psFC5FREQ6EVc8ke3OwsLCMJlMnDp1yqGvvW348OEAnDhxgsbGRqfH1FlZWRQUFBAUFER2drbxIvN7VVVVxdmzZ3nttdcc+vLz88nOzqZ79+6sWrXqjkf0rq6rM9KxuIiIiHQaXl5eTJ48mePHj3PixAmjvaWlhYKCAvz9/Y0wabFYCAsLIzg42G6OnTt3UlBQQEhIiN035HwZZrMZPz8/HnroIbv24uJi1q5dS48ePcjNzb1jsPxr1NUZaedSREREOpV58+Zx4MABFixYQHx8PP7+/hQVFVFZWUlmZqZxf+VnX0EEt94ZmZOTA0BMTIzT7wj39fUlJibmrmqyWCxERkbi5WUfnbKysrDZbEyYMIHy8nLKy8sdro2Njf2r1dUZKVyKiIhIpxIQEEBeXh45OTkUFhbS2tpKeHg4WVlZxj2PV69epaKigoULF9pde/r0aeMrHLdv3+50/j59+txViLt58yaHDx8mJSXFrr2qqorz588DsHv3bnbv3u30+tjY2L9KXZ1Vl7q6uo6f9RcRERGXqq6uJjAw8H6XIW6uM/8d6Z5LEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZr/tdgIiIiHwznTx5krlz55KTk8Po0aPt+qqqqtiwYQNlZWU0NjYycOBAZs2aRXR0tNO59uzZwxtvvMG+ffvw8fHh8uXLvPXWW5SWllJbW8uDDz5IVFQU8+fPJzAw0O7aiooK8vLyOHr0KI2NjQQGBjJx4kR+9KMfYTKZHNY6duwYiYmJ7Ny5k+DgYOrq6ti0aRMHDx6kuroak8nE6NGjSUxMpF+/fnbX3k1d7krhUkRERL5yFy5cID09nba2Noe+mpoaEhMTqa+v57nnniMwMJCioiLS0tLIyMjgsccec7jGYrEwcuRIfHx8qK2tJSEhgYaGBuLi4ujXrx+VlZXs2rWL0tJStm3bRkBAAADnz58nISEBT09Ppk+fTlBQEP/7v//L22+/zeHDh9m8eTO+vr4Oa4WGhhIcHExLSwtJSUmcPXuWJ554giFDhnDp0iV27NhBSUkJeXl5hIeHA9xVXe5M4VJERES+Uvv372fFihXU19c77c/Ly6OqqopNmzYxYsQIAKZNm8acOXPIyspi4sSJdoHParVSUlLC3LlzAdi4cSM1NTWsW7eOqKgoY9yYMWNIS0tjy5YtpKenA7BmzRpu3rzJli1bjBD49NNPM2jQIH72s5/xzjvv8NJLL9nVZzabGTduHAD5+flUVlayZMkS4uLijDGTJk1i9uzZrF+/nuzs7Luuy53pnksRERH5yqSkpLB48WJ69uzJlClTHPqtVit79+5l+PDhRrAE6NatGzNmzKCuro6DBw/aXXPq1Cnq6+uNwFdaWkpwcLBdgAOIjo7GZDJx9OhRAG7evMnx48d56KGHjGDZburUqQDG2HbV1dVUVFQwfvx4Y62uXbvy5JNP2o0bNGgQAwYMsLv+i9bl7rRzKSIi0ok0H154v0vokG/E2i89x7lz50hOTiY+Pp5t27Y59H/88cc0NTUxbNgwh76hQ4cCt+7VnDx5stFuNpsJCQkhNDQUgNzcXJqamhyub25uprm5GQ+PW3trnp6eFBQUYLPZHMZeu3bNGHM7s9mMr68vI0eOBGD58uVcu3bNYZzNZqO2ttZY627qcncKlyIiIp1IW/0f7ncJf1WFhYV4e3t32H/16lUAgoKCHPp69eoFwKVLl+zaLRaLsWsJ0Lt3b6dz5+fnY7VaiYiIAMDDw4Pg4GCnY7dv3w7g8KCRxWIhIiLC+AwBAQFO75N8//33qampsXsA6YvW5e6+HhFZRERE3MKdgiVAY2MjgMNDNAA+Pj4A3Lhxw2irqamhvLzcOKbuSFlZGZs3b8bPz4+ZM2feceyePXt499136d27N0899ZTR3traSllZmV2QdaayspLVq1fj6elJQkKCy+pyFwqXIiIi0mm0H1E7O6pud/vxcXFxMd7e3owaNarD8SUlJaSmptLW1sayZcs63EEE2L17N8uXL8fX15eVK1fyrW99y+g7fvw4169fv2O4PHPmDMnJyTQ0NJCamsrgwYNdUpc7UbgUERGRTsPPzw+AlpYWh772Hcvb3z1pNpuJiIigW7duTucrKipi0aJFWK1WMjMzO3xPJsDmzZvJyMjA19eXdevWMWTIELt+i8VC//796dOnj9PrzWYz8+fPp66ujtTUVKZPn97hWndTl7vRPZciIiKdiEf3Qfe7hPuqb9++AFy5csWhr72tfYevtbWVQ4cOkZSU5HSuDRs2sHXrVkwmEytXriQyMtLpuNbWVt544w12795Nr169yM7O5jvf+Y7DOLPZ3OHx+44dO1izZg0eHh5kZGTw6KOPdvgZv2hd7krhUkREpBNxxRPZ7iwsLAyTycSpU6cc+trbhg8fDsCJEydobGx0ekydlZVFQUEBQUFBZGdnO7xqqJ3VauUnP/kJH3zwAQMHDmTt2rXGg0O3q6qq4uzZs7z22msOffn5+WRnZ9O9e3dWrVp1xyP6L1qXO9OxuIiIiHQaXl5eTJ48mePHj3PixAmjvaWlhYKCAvz9/Y0wabFYCAsLc3jie+fOnRQUFBASEmL3DTnO5Obm8sEHHzB06FDeeustp8ESbu1a+vn58dBDD9m1FxcXs3btWnr06EFubu4dg+Xd1OXOtHMpIiIincq8efM4cOAACxYsID4+Hn9/f4qKiqisrCQzM9O4v/KzryCCW++MzMnJASAmJoYjR444zO/r60tMTAxVVVX8+7//O126dCEmJobf//73DmP9/f0ZM2YMFouFyMhIvLzso1NWVhY2m40JEyZQXl5OeXm5wxyxsbF3VZe7U7gUERGRTiUgIIC8vDxycnIoLCyktbWV8PBwsrKyjHser169SkVFBQsXLrS79vTp08bXSra/q/Kz+vTpYwQ8q9UKYAS/zxo1ahSjRo3i8OHDpKSk2PVVVVVx/vx54NZT5rt373Y6R2xs7F3V5e661NXVdfysv4iIiLhUdXU1gYGB97sMcXOd+e9I91yKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMt43e8CRERE5Jvp5MmTzJ07l5ycHEaPHm3XV1VVxYYNGygrK6OxsZGBAwcya9YsoqOjnc61Z88e3njjDfbt24ePjw+XL1/mrbfeorS0lNraWh588EGioqKYP38+gYGBdtdevHiRjRs3cuzYMerr6xk4cCAvvPACkydPdrrWsWPHSExMZOfOnQQHB1NXV8emTZs4ePAg1dXVmEwmRo8eTWJiIv369bO79m7qclcKlyIiIvKVu3DhAunp6bS1tTn01dTUkJiYSH19Pc899xyBgYEUFRWRlpZGRkYGjz32mMM1FouFkSNH4uPjQ21tLQkJCTQ0NBAXF0e/fv2orKxk165dlJaWsm3bNgICAgC4cuUKCQkJ3Lx5k+effx5/f39+85vf8OMf/5iqqipeeuklp2uFhoYSHBxMS0sLSUlJnD17lieeeIIhQ4Zw6dIlduzYQUlJCXl5eYSHhwPcVV3uTOFSREREvlL79+9nxYoV1NfXO+3Py8ujqqqKTZs2MWLECACmTZvGnDlzyMrKYuLEifj6+hrjrVYrJSUlzJ07F4CNGzdSU1PDunXriIqKMsaNGTOGtLQ0tmzZQnp6OgAbNmygtraWzZs3M2zYMADi4uKYNWsWmzZtIi4uDpPJZFef2Wxm3LhxAOTn51NZWcmSJUuIi4szxkyaNInZs2ezfv16srOz77oud6ZwKSIi0om89V8Z97uEDv3o8de/9BwpKSmYzWb69+/P2LFj+c1vfmPXb7Va2bt3L8OHDzeCJUC3bt2YMWMGy5cv5+DBg3ZH1qdOnaK+vt4IfKWlpQQHB9sFOIDo6GhMJhNHjx412rp06cK4ceOMYAng6elJREQEZ86c4fz58wwdOtToq66upqKiggULFhhrde3alSeffNJurUGDBjFgwAC7te6mLnemcCkiItKJ/Km68n6X8Fd17tw5kpOTiY+PZ9u2bQ79H3/8MU1NTXZhr117yDt58qRduDSbzYSEhBAaGgpAbm4uTU1NDtc3NzfT3NyMh8dfnmdeunSp0zrPnDmDh4cHvXv3tms3m834+voycuRIAJYvX861a9fw9PS0G2ez2aitrbVb627qcmcKlyIiIvKVKSwsxNvbu8P+q1evAhAUFOTQ16tXLwAuXbpk126xWIxdS8AhELbLz8/HarUSERHhtL+xsZELFy7w9ttvc/jwYWbMmOFwD6TFYiEiIsL4DAEBAU7vk3z//fepqamxewDpXutyNwqXIiIi8pW5U7CEWwEPsLunsp2Pjw8AN27cMNpqamooLy8nOTn5jvOWlZWxefNm/Pz8mDlzptMxGRkZ/Pa3vwVg2LBhzJ49266/tbWVsrIy/v7v//6Oa1VWVrJ69Wo8PT1JSEj40nW5m6/H/quIiIh8LdhsNrufztx+fFxcXIy3tzejRo3qcHxJSQmpqam0tbWxbNmyDncQp02bxurVq5kzZw4VFRW89NJLXLx40eg/fvw4169ft9sl/awzZ86QnJxMQ0MDqampDB48+EvX5W60cykiItKJ/E1g+P0u4b7y8/MDoKWlxaGvfcfy9qe3zWYzERERdOvWzel8RUVFvPnmm3Tp0oXMzMwO35MJMGHCBAAmTpzI0KFDSU1NZfPmzbz++q0HmSwWC/3796dPnz5OrzebzfzkJz+hqamJ1NRUpk+f3uFad1OXu1G4FBER6URc8US2O+vbty9w6/2Tn9Xe1r7D19rayqFDh0hKSnI614YNG9i6dSsmk4mVK1cSGZoLXcYAAQAASURBVBn5heuYMGECfn5+nD592mgzm82MHz/e6fgdO3awZs0aPDw8yMjI4NFHH+1w7i9TlzvQsbiIiIh0GmFhYZhMJk6dOuXQ1942fPhwAE6cOEFjY6PTY+qsrCy2bt1KUFAQmzZtchrg6urqmD59Ov/0T//k0Hfz5k0+/fRTY0e0qqqKs2fPOl0rPz+flStX4ufnx89//vM7BssvUpe7U7gUERGRTsPLy4vJkydz/PhxTpw4YbS3tLRQUFCAv7+/EfAsFgthYWEEBwfbzbFz504KCgoICQmx+4acz3rggQfw8vLid7/7HZWV9q+A2r59Ozdv3iQmJga4tWvp5+fHQw89ZDeuuLiYtWvX0qNHD3Jzc+947+cXrcvd6VhcREREOpV58+Zx4MABFixYQHx8PP7+/hQVFVFZWUlmZqaxm/jZVxDBrXdG5uTkABATE8ORI0cc5vf19TVC4+LFi3n11VdJSkpi+vTp+Pv7c/jwYT744AO+973v8cILLxhrRUZG4uVlH52ysrKw2WxMmDCB8vJyysvLHdaLjY2967rcmcKliIiIdCoBAQHk5eWRk5NDYWEhra2thIeHk5WVZdzzePXqVSoqKli4cKHdtadPnza+VnL79u1O5+/Tp48R4kaOHMnmzZt56623KCws5MaNGwQHB5OYmMhLL72Et7c3N2/e5PDhw6SkpNjNU1VVxfnz5wHYvXs3u3fvdrpebGzsXdflzrrU1dV1/Ky/iIiIuFR1dTWBgYH3uwxxc53570j3XIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiMh9cfLkScaOHcuRI0cc+qqqqli6dClTp04lOjqaOXPmcODAgQ7n2rNnD4888gg3btwA4PLlyyxbtoypU6cSFRXF1KlTWb58OdXV1XesyWq1Mm/ePB5++OEOxxw7doyHH36YixcvAlBXV8fq1at56qmnGDduHFOmTGHJkiWcO3fO4dp7rcudeN3vAkREROSb58KFC6Snp9PW1ubQV1NTQ2JiIvX19Tz33HMEBgZSVFREWloaGRkZPPbYYw7XWCwWRo4ciY+PD7W1tSQkJNDQ0EBcXBz9+vWjsrKSXbt2UVpayrZt2wgICHBa17Zt2/jwww/vWLvFYiE0NJTg4GBaWlpISkri7NmzPPHEEwwZMoRLly6xY8cOSkpKyMvLIzw8HOBL1eVOFC5FRETkK7V//35WrFhBfX290/68vDyqqqrYtGkTI0aMAGDatGnMmTOHrKwsJk6ciK+vrzHearVSUlLC3LlzAdi4cSM1NTWsW7eOqKgoY9yYMWNIS0tjy5YtpKenO6x76tQp8vLy8Pb25tNPP+2wfrPZzLhx4wDIz8+nsrKSJUuWEBcXZ4yZNGkSs2fPZv369WRnZ3+putyNjsVFRETkK5OSksLixYvp2bMnU6ZMcei3Wq3s3buX4cOHG8ESoFu3bsyYMYO6ujoOHjxod82pU6eor683Al9paSnBwcF2AQ4gOjoak8nE0aNHHdZtamri9ddfJyoqimHDhnVYf3V1NRUVFYwfP95Yq2vXrjz55JN24wYNGsSAAQPs1rqXutyRdi5FREQ6kXffffd+l9Chp5566kvPce7cOZKTk4mPj2fbtm0O/R9//DFNTU1OA97QoUOBW/dqTp482Wg3m82EhIQQGhoKQG5uLk1NTQ7XNzc309zcjIeH497az372MxobG/nxj3/Mj3/84w7rN5vN+Pr6MnLkSACWL1/OtWvX8PT0tBtns9mora21W+te6nJHCpciIiKdyNWrV+93CX9VhYWFeHt7d9jf/vmDgoIc+nr16gXApUuX7NotFouxawnQu3dvp3Pn5+djtVqJiIiwa9+/fz+//vWvWb16NT179rxj/RaLhYiICOMzBAQEOL1P8v3336empobo6Oh7rstdfT0isoiIiLiFOwVLgMbGRgC7eyrb+fj4ABhPhMOth3/Ky8uNY+qOlJWVsXnzZvz8/Jg5c6bRfvXqVVasWMGTTz7JxIkT7zhHa2srZWVldkHWmcrKSlavXo2npycJCQn3VJc7U7gUERGRTsNms9n9dOb24+Pi4mK8vb0ZNWpUh+NLSkpITU2lra2NZcuWGTuINpuNZcuW8e1vf5tFixZ9bm3Hjx/n+vXrdwyXZ86cITk5mYaGBlJTUxk8ePBd1+XuFC5FRESk0/Dz8wOgpaXFoa99x9JkMhltZrOZiIgIunXr5nS+oqIiFi1ahNVqJTMz0+6Y+j/+4z84fPgwKSkpfPrpp9TV1VFXV0draytw6/2Vtz/RbrFY6N+/P3369HG6ltlsZv78+dTV1ZGamsr06dM7/Jx3qsvd6Z5LERGRTqT9vsJvqr59+wJw5coVh772tvYdvtbWVg4dOkRSUpLTuTZs2MDWrVsxmUysXLmSyMhIu/7f//732Gw20tLSnF4/ZcoU+vTpYzxkZTabOzx+37FjB2vWrMHDw4OMjAweffTRDj/j59Xl7hQuRUREOhFXPJHtzsLCwjCZTJw6dcqhr71t+PDhAJw4cYLGxkanx9RZWVkUFBQQFBREdna28SLz2y1YsICGhgaH9rVr11JRUcH69euNHdGqqirOnj3La6+95jA+Pz+f7OxsunfvzqpVq+54RP9F6nJ3CpciIiLSaXh5eTF58mR27drFiRMnjHddtrS0UFBQgL+/vxEmLRYLYWFhBAcH282xc+dOCgoKCAkJYePGjR3uBnd0P2T37t0B7L4C0mw24+fnx0MPPWQ3tri4mLVr19KjRw82btx4x7D4RetydwqXIiIi0qnMmzePAwcOsGDBAuLj4/H396eoqIjKykoyMzON3cTPvoIIbr0zMicnB4CYmBin31vu6+tLTEzMXdVksViIjIzEy8s+OmVlZWGz2ZgwYQLl5eWUl5c7XBsbG/tXq6szUrgUERGRTiUgIIC8vDxycnIoLCyktbWV8PBwsrKyjHser169SkVFBQsXLrS79vTp08ZDONu3b3c6f58+fe4qxN28edN48Od2VVVVnD9/HoDdu3eze/dup9fHxsb+VerqrLrU1dV1/Ky/iIiIuFR1dTWBgYH3uwxxc53570ivIhIRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl/G63wWIiIjIN9PJkyeZO3cuOTk5jB492q6vqqqKDRs2UFZWRmNjIwMHDmTWrFlER0c7nWvPnj288cYb7Nu3Dx8fHy5fvsxbb71FaWkptbW1PPjgg0RFRTF//nwCAwPtrs3MzKSoqMjpvK+//jpPPPGEXduxY8dITExk586dBAcHU1dXx6ZNmzh48CDV1dWYTCZGjx5NYmIi/fr1s7v2bupyVwqXIiIi8pW7cOEC6enptLW1OfTV1NSQmJhIfX09zz33HIGBgRQVFZGWlkZGRgaPPfaYwzUWi4WRI0fi4+NDbW0tCQkJNDQ0EBcXR79+/aisrGTXrl2Ulpaybds2AgICjGsrKiro06cP8+fPd5h3xIgRTtcKDQ0lODiYlpYWkpKSOHv2LE888QRDhgzh0qVL7Nixg5KSEvLy8ggPDwe467rclcKliIiIfKX279/PihUrqK+vd9qfl5dHVVUVmzZtMsLdtGnTmDNnDllZWUycOBFfX19jvNVqpaSkhLlz5wKwceNGampqWLduHVFRUca4MWPGkJaWxpYtW0hPTwegra2NyspKJkyYQGxs7Beq32w2M27cOADy8/OprKxkyZIlxMXFGWMmTZrE7NmzWb9+PdnZ2XddlzvTPZciIiLylUlJSWHx4sX07NmTKVOmOPRbrVb27t3L8OHD7XYNu3XrxowZM6irq+PgwYN215w6dYr6+noj8JWWlhIcHGwX4ACio6MxmUwcPXrUaPvTn/5ES0uLsbv4eaqrq6moqGD8+PHGWl27duXJJ5+0Gzdo0CAGDBhgt9bd1OXOtHMpIiLSiRT+8Jf3u4QOPb9r5pee49y5cyQnJxMfH8+2bdsc+j/++GOampoYNmyYQ9/QoUOBW/dqTp482Wg3m82EhIQQGhoKQG5uLk1NTQ7XNzc309zcjIfHX/bWysvLARgwYAAAN27coGvXrnh6ejqt32w24+vry8iRIwFYvnw5165dcxhvs9mora21W+tu6nJnCpciIiKdSNWxy/e7hL+qwsJCvL29O+y/evUqAEFBQQ59vXr1AuDSpUt27RaLxdi1BOjdu7fTufPz87FarURERBhtf/zjHwEoKSlh7dq1XL58ma5duxIVFUVKSgrBwcEOa0VERBifISAgwOl9ku+//z41NTV2DyDdTV3u7OsRkUVERMQt3ClYAjQ2NgLY3VPZzsfHB7i1u9iupqaG8vJy45i6I2VlZWzevBk/Pz9mzvzLDmxFRQUA//u//8vs2bNZtWoVzz//PMXFxcyZM8cuyLa2tlJWVmYXZJ2prKxk9erVeHp6kpCQcE91uTPtXIqIiEinYbPZ7H46c/vxcXFxMd7e3owaNarD8SUlJcaT6cuWLbPbQZwyZQqDBg3i//yf/2OE15iYGIYPH87ixYvZsGEDy5cvB+D48eNcv379juHyzJkzvPrqqzQ0NJCens7gwYPvqS53pnApIiIinYafnx8ALS0tDn3tO5Ymk8loM5vNRERE0K1bN6fzFRUV8eabb9KlSxcyMzMd3pPp7LVGAN///vfp3bs3JSUlRpvFYqF///706dPH6TVms5mf/OQnNDU1kZqayvTp0zv8nJ9XlztTuBQREelEgkY6Dy7fFH379gXgypUrDn3tbe07fK2trRw6dIikpCSnc23YsIGtW7diMplYuXIlkZGRd1WLv7+/cWwOt8JjR8fvO3bsYM2aNXh4eJCRkcGjjz7a4bxftq7OTuFSRESkE3HFE9nuLCwsDJPJxKlTpxz62tuGDx8OwIkTJ2hsbHR6TJ2VlUVBQQFBQUFkZ2c7fdVQXV0dycnJhISEsGrVKru+1tZW/vSnPxESEgLc+sags2fP8tprrznMk5+fT3Z2Nt27d2fVqlV3PKL/InW5Oz3QIyIiIp2Gl5cXkydP5vjx45w4ccJob2lpoaCgAH9/fyNMWiwWwsLCHJ7o3rlzJwUFBYSEhNh9Q85nPfDAA1itVn7/+99z+vRpu75t27bR2NhofPWj2WzGz8+Phx56yG5ccXExa9eupUePHuTm5t4xWH7Rutyddi5FRESkU5k3bx4HDhxgwYIFxMfH4+/vT1FREZWVlWRmZhr3V372FURw652ROTk5wK0Hc44cOeIwv6+vLzExMQCkp6ezYMECXnnlFaZPn06vXr04fPgwH3zwAaNHj+aFF14w1oqMjMTLyz46ZWVlYbPZmDBhAuXl5cZ7M28XGxt713W5M4VLERER6VQCAgLIy8sjJyeHwsJCWltbCQ8PJysry7jn8erVq1RUVLBw4UK7a0+fPm18reT27dudzt+nTx8jxI0ePZq8vDzy8vL41a9+RXNzM3379iUxMZEXX3wRLy8vbt68yeHDh0lJSbGbp6qqivPnzwOwe/dudu/e7XS92NjYu67LnXWpq6vr+Fl/ERERcanq6moCAwPvdxni5jrz35HuuRQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl/G63wWIiIjIN9PJkyeZO3cuOTk5jB492q6vqqqKDRs2UFZWRmNjIwMHDmTWrFlER0c7nWvPnj288cYb7Nu3Dx8fHy5fvsxbb71FaWkptbW1PPjgg0RFRTF//nwCAwPtrm1ra+Odd95h165d/OlPf6JHjx5ERkaSlJREr169HNY6duwYiYmJ7Ny5k+DgYOrq6ti0aRMHDx6kuroak8nE6NGjSUxMpF+/fnbX3k1d7krhUkRERL5yFy5cID09nba2Noe+mpoaEhMTqa+v57nnniMwMJCioiLS0tLIyMjgsccec7jGYrEwcuRIfHx8qK2tJSEhgYaGBuLi4ujXrx+VlZXs2rWL0tJStm3bRkBAgHHtsmXLeO+994iOjmb69OmcP3+ed955h+PHj/Nv//ZvfPvb33ZYKzQ0lODgYFpaWkhKSuLs2bM88cQTDBkyhEuXLrFjxw5KSkrIy8sjPDwc4K7rclcKlyIiIvKV2r9/PytWrKC+vt5pf15eHlVVVWzatIkRI0YAMG3aNObMmUNWVhYTJ07E19fXGG+1WikpKWHu3LkAbNy4kZqaGtatW0dUVJQxbsyYMaSlpbFlyxbS09MB+O1vf8t7773H9OnTjTaA73znO2RkZPCrX/2Kl19+2a4+s9nMuHHjAMjPz6eyspIlS5YQFxdnjJk0aRKzZ89m/fr1ZGdn33Vd7kz3XIqIiMhXJiUlhcWLF9OzZ0+mTJni0G+1Wtm7dy/Dhw83giVAt27dmDFjBnV1dRw8eNDumlOnTlFfX28EvtLSUoKDg+0CHEB0dDQmk4mjR48abTt27MDPz49XXnnFbuyUKVN4+eWXCQ0NtWuvrq6moqKC8ePHG2t17dqVJ5980m7coEGDGDBggN1ad1OXO9POpYiISCcyeffV+11Ch/77Ccf7D+/WuXPnSE5OJj4+nm3btjn0f/zxxzQ1NTFs2DCHvqFDhwK37tWcPHmy0W42mwkJCTGCYG5uLk1NTQ7XNzc309zcjIfHrb01q9XK8ePHiYyMxM/PD4AbN27g6emJt7e3Q+BsX8vX15eRI0cCsHz5cq5du4anp6fdOJvNRm1trbHW3dTl7hQuRUREOpGy6pv3u4S/qsLCQry9vTvsv3r1VrgOCgpy6Gt/uObSpUt27RaLxdi1BOjdu7fTufPz87FarURERBjztLS00LdvXz744APy8vKoqKjA09OTiIgI0tLSCAsLc1grIiLC+AwBAQFO75N8//33qampsXsA6YvW5e6+HhFZRERE3MKdgiVAY2MjgN09le18fHyAW7uL7WpqaigvLzeOqTtSVlbG5s2b8fPzY+bMmQA0NDQAcOjQIV5//XUeeeQRVq1axZw5czh+/DgJCQlcvHjRmKO1tZWysjK7IOtMZWUlq1evxtPTk4SEhLuuy90pXIqIiEinYbPZ7H46c/vxcXFxMd7e3owaNarD8SUlJaSmptLW1sayZcuMHcRPP/0UuHVUv3z5cpKTk4mJiWHevHm88cYb1NfXk5uba8xz/Phxrl+/fsdweebMGZKTk2loaCA1NZXBgwffdV3uTuFSREREOo32ex9bWloc+tp3LE0mk9FmNpuJiIigW7duTucrKipi0aJFWK1WMjMz7Y6p23dHe/Xqxfe//3276yZMmEDv3r05dOiQ0WaxWOjfvz99+vRxupbZbGb+/PnU1dWRmprK9OnTO/ycd6rL3emeSxERkU4kMrDr/S7hvurbty8AV65ccehrb2vf4WttbeXQoUMkJSU5nWvDhg1s3boVk8nEypUriYyMtOtvn8ff39/p9T179qSiosL4t9ls7vD4fceOHaxZswYPDw8yMjJ49NFHO/yMn1eXu1O4FBER6URc8US2OwsLC8NkMnHq1CmHvva24cOHA3DixAkaGxudHlNnZWVRUFBAUFAQ2dnZxovMb/fAAw8QEhLCn/70J1paWux2P9va2rh06ZIRdquqqjh79iyvvfaawzz5+flkZ2fTvXt3Vq1adccj+i9Sl7vTsbiIiIh0Gl5eXkyePJnjx49z4sQJo72lpYWCggL8/f2NMGmxWAgLCyM4ONhujp07d1JQUEBISIjdN+Q4M23aNK5fv8727dvt2nft2kVdXZ3xyiOz2Yyfnx8PPfSQ3bji4mLWrl1Ljx49yM3NvWOwvJu63Jl2LkVERKRTmTdvHgcOHGDBggXEx8fj7+9PUVERlZWVZGZmGjuMn30FEdx6Z2ROTg4AMTExHDlyxGF+X19fYmJiAJg5cyZms5nc3FzOnTvHqFGjOHPmDLt27SI8PJyXXnrJWCsyMhIvL/volJWVhc1mY8KECZSXl1NeXu6wXmxs7F3X5c4ULkVERKRTCQgIIC8vj5ycHAoLC2ltbSU8PJysrCzjnserV69SUVHBwoUL7a49ffq08bWSn92NbNenTx8jxHl7e7N+/Xr+7d/+jb179/LBBx/w4IMP8uyzz5KYmIiPjw83b97k8OHDpKSk2M1TVVXF+fPnAdi9eze7d+92ul5sbOxd1+XOutTV1XX8rL+IiIi4VHV1NYGBgfe7DHFznfnvSPdcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIy3jd7wJERETkm+nkyZPMnTuXnJwcRo8ebddXVVXFhg0bKCsro7GxkYEDBzJr1iyio6OdzrVnzx7eeOMN9u3bh4+PD5cvX+att96itLSU2tpaHnzwQaKiopg/fz6BgYEAXLp0iR/+8Id3rLFPnz68++67dm3Hjh0jMTGRnTt3EhwcTF1dHZs2beLgwYNUV1djMpkYPXo0iYmJ9OvXz+7aL1KXu1O4FBERka/chQsXSE9Pp62tzaGvpqaGxMRE6uvree655wgMDKSoqIi0tDQyMjJ47LHHHK6xWCyMHDkSHx8famtrSUhIoKGhgbi4OPr160dlZSW7du2itLSUbdu2ERAQwIMPPsiyZcuc1vfee+9RUlLC97//fadrhYaGEhwcTEtLC0lJSZw9e5YnnniCIUOGcOnSJXbs2EFJSQl5eXmEh4cDfOG63J3CpYiIiHyl9u/fz4oVK6ivr3fan5eXR1VVFZs2bWLEiBEATJs2jTlz5pCVlcXEiRPx9fU1xlutVkpKSpg7dy4AGzdupKamhnXr1hEVFWWMGzNmDGlpaWzZsoX09HR8fX2JjY11WL+8vJyjR4/yve99j7//+7936DebzYwbNw6A/Px8KisrWbJkCXFxccaYSZMmMXv2bNavX092dvZd1eXudM+liIiIfGVSUlJYvHgxPXv2ZMqUKQ79VquVvXv3Mnz4cCNYAnTr1o0ZM2ZQV1fHwYMH7a45deoU9fX1RuArLS0lODjYLsABREdHYzKZOHr0aIf1tbW1kZGRAcA///M/4+Vlvw9XXV1NRUUF48ePN9bq2rUrTz75pN24QYMGMWDAALu1vkxd7kQ7lyIiIp2Ib0by/S6hQ82v/+uXnuPcuXMkJycTHx/Ptm3bHPo//vhjmpqaGDZsmEPf0KFDgVv3ak6ePNloN5vNhISEEBoaCkBubi5NTU2O9Tc309zcjIdHx3trRUVFlJeXM2fOHGO+25nNZnx9fRk5ciQAy5cv59q1a3h6etqNs9ls1NbW2q31ZepyJwqXIiIinYhn5Uf3u4S/qsLCQry9vTvsv3r1KgBBQUEOfb169QJuPYhzO4vFYuxaAvTu3dvp3Pn5+VitViIiIpz2t7a2kpeXR48ePXj55ZedjrFYLERERBifISAgwOl9ku+//z41NTV2DyDda13u5usRkUVERMQt3ClYAjQ2NgLY3VPZzsfHB4AbN24YbTU1NZSXlxvH1B0pKytj8+bN+Pn5MXPmTKdj9u3bx9WrV3n++eedrt/a2kpZWZldkHWmsrKS1atX4+npSUJCwpeuy90oXIqIiEinYbPZ7H46c/vxcXFxMd7e3owaNarD8SUlJaSmptLW1sayZcs63EH8z//8T7p168Zzzz3ntP/48eNcv379juHyzJkzJCcn09DQQGpqKoMHD/7SdbkbhUsRERHpNPz8/ABoaWlx6GvfsTSZTEab2WwmIiKCbt26OZ2vqKiIRYsWYbVayczM7PA9mdXV1Zw8eZLx48fTvXt3p2MsFgv9+/enT58+TvvNZjPz58+nrq6O1NRUpk+f3uHn/KJ1uSPdcykiItKJWMOH3O8S7qu+ffsCcOXKFYe+9rb2Hb7W1lYOHTpEUlKS07k2bNjA1q1bMZlMrFy5ksjIyA7XPXDgADabjUcffbTDMWazucPj9x07drBmzRo8PDzIyMi44zx3U5c7UrgUERHpRFzxRLY7CwsLw2QycerUKYe+9rbhw4cDcOLECRobG50eU2dlZVFQUEBQUBDZ2dnGi8w7cuzYMTw8PHj44Yed9ldVVXH27Flee+01h778/Hyys7Pp3r07q1atuuMR/d3W5Y50LC4iIiKdhpeXF5MnT+b48eOcOHHCaG9paaGgoAB/f38jTFosFsLCwggODrabY+fOnRQUFBASEmL3DTl3cvr0aUJDQ41j+c8ym834+fnx0EMP2bUXFxezdu1aevToQW5u7h2D5b3U5Y60cykiIiKdyrx58zhw4AALFiwgPj4ef39/ioqKqKysJDMz07i/8rOvIIJb74zMyckBICYmhiNHjjjM7+vrS0xMjPFvq9XKxYsXGTNmTIc1WSwWIiMjHV6qnpWVhc1mY8KECZSXl1NeXu5wbWxs7D3V5a4ULkVERKRTCQgIIC8vj5ycHAoLC2ltbSU8PJysrCzjnserV69SUVHBwoUL7a49ffq08bWS27dvdzp/nz597ELcn//8Z9ra2vj2t7/tdPzNmzc5fPgwKSkpdu1VVVWcP38egN27d7N7926n18fGxt5TXe6qS11dXcfP+ouIiIhLVVdXExgYeL/LEDfXmf+OdM+liIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiM1/0uQERERL6ZTp48ydy5c8nJyWH06NF2fVVVVWzYsIGysjIaGxsZOHAgs2bNIjo62ulce/bs4Y033mDfvn34+Phw+fJl3nrrLUpLS6mtreXBBx8kKiqK+fPnExgYaHft+fPn2bhxI4cPH6apqYng4GDi4uJ4/vnn8fBw3Ic7duwYiYmJ7Ny5k+DgYOrq6ti0aRMHDx6kuroak8nE6NGjSUxMpF+/fnbX3k1d7krhUkRERL5yFy5cID09nba2Noe+mpoaEhMTqa+v57nnniMwMJCioiLS0tLIyMjgsccec7jGYrEwcuRIfHx8qK2tJSEhgYaGBuLi4ujXrx+VlZXs2rWL0tJStm3bRkBAAACXLl0iISGBlpYWnn32Wfr27ctvf/tbsrOzOX/+PP/4j//odK3Q0FCCg4NpaWkhKSmJs2fP8sQTTzBkyBAuXbrEjh07KCkpIS8vj/DwcIC7qsudKVyKiIjIV2r//v2sWLGC+vp6p/15eXlUVVWxadMmRowYAcC0adOYM2cOWVlZTJw4EV9fX2O81WqlpKSEuXPnArBx40ZqampYt24dUVFRxrgxY8aQlpbGli1bSE9PB+CXv/wl9fX1rFixgsmTJwMwffp0kpOT+dWvfsWMGTMcdh/NZjPjxo0DID8/n8rKSpYsWUJcXJwxZtKkScyePZv169eTnZ1913W5M91zKSIiIl+ZlJQUFi9eTM+ePZkyZYpDv9VqZe/evQwfPtwIlgDdunVjxowZ1NXVcfDgQbtrTp06RX19vRH4SktLCQ4OtgtwANHR0ZhMJo4ePWq0XbhwAYBHHnnEbuzEiRMBKC8vt2uvrq6moqKC8ePHG2t17dqVJ5980m7coEGDGDBggN1ad1OXO9POpYiISCfSfHjh/S6hQ74Ra7/0HOfOnSM5OZn4+Hi2bdvm0P/xxx/T1NTEsGHDHPqGDh0K3LpXs32XEW7tJIaEhBAaGgpAbm4uTU1NDtc3NzfT3Nxsdx9lv379KC0t5eOPPzbmh7+Ezs/eB2k2m/H19WXkyJEALF++nGvXruHp6Wk3zmazUVtba7fW3dTlzhQuRUREOpG2+j/c7xL+qgoLC/H29u6w/+rVqwAEBQU59PXq1Qu4dZ/k7SwWi7FrCdC7d2+nc+fn52O1WomIiDDaXn75ZUpKSsjIyCAtLY3g4GAOHjzIr371KyIjI3nooYcc1oqIiDA+Q0BAgNP7JN9//31qamrsHkC6m7rc2dcjIouIiIhbuFOwBGhsbASwu6eynY+PDwA3btww2mpqaigvLzeOqTtSVlbG5s2b8fPzY+bMmUZ7QEAA8+fP5+rVq7zyyiv88Ic/ZM2aNQwdOpTVq1fTpUsXY2xraytlZWV2QdaZyspKVq9ejaenJwkJCfdUlztTuBQREZFOw2az2f105vbj4+LiYry9vRk1alSH40tKSkhNTaWtrY1ly5bZ7SD+4he/YMmSJfj7+7N48WJWrlzJCy+8wEcffURycjINDQ3G2OPHj3P9+vU7hsszZ84Y16WmpjJ48OB7qsud6VhcREREOg0/Pz8AWlpaHPradyxNJpPRZjabiYiIoFu3bk7nKyoq4s0336RLly5kZmbaHVM3NjaSl5dHYGAgW7dupXv37gB8//vfZ9CgQSxdupStW7fy6quvAreOxPv370+fPn2crmU2m/nJT35CU1MTqampTJ8+vcPPeae63J3CpYiISCfi0X3Q/S7hvurbty8AV65ccehrb2vf4WttbeXQoUMkJSU5nWvDhg1s3boVk8nEypUriYyMtOu/cOECLS0txMTEGMGy3aOPPsqbb77JoUOHjDaz2dzh8fuOHTtYs2YNHh4eZGRk8Oijj3b4GT+vLnencCkiItKJuOKJbHcWFhaGyWTi1KlTDn3tbcOHDwfgxIkTNDY2Oj2mzsrKoqCggKCgILKzs40Xmd+u/f5Pq9Xq0Gez2WhrazOO56uqqjh79iyvvfaaw9j8/Hyys7Pp3r07q1atuuMR/Repy93pnksRERHpNLy8vJg8eTLHjx/nxIkTRntLSwsFBQX4+/sbYdJisRAWFkZwcLDdHDt37qSgoICQkBC7b8j5rAEDBtCnTx/27dtnPKXe7t1336WlpYUxY8YAt3Yt/fz8HJ4eLy4uZu3atfTo0YPc3Nw7BssvWpe7086liIiIdCrz5s3jwIEDLFiwgPj4ePz9/SkqKqKyspLMzEzj/srPvoIIbr0zMicnB4CYmBiOHDniML+vry8xMTF4eHjwT//0TyxatIiXX36Zp59+mp49e3LixAnee+89+vfvz+zZs421IiMj8fKyj05ZWVnYbDYmTJhAeXm5w0vXAWJjY++qLnencCkiIiKdSkBAAHl5eeTk5FBYWEhrayvh4eFkZWUZ9zxevXqViooKFi5caHft6dOnja+V3L59u9P5+/TpY4S4MWPGsHnzZjZv3kxhYSFNTU306tWL+Ph4EhISMJlM3Lx5k8OHD5OSkmI3T1VVFefPnwdg9+7d7N692+l6sbGxd12XO+tSV1fX8bP+IiIi4lLV1dUO3/oicrc689+R7rkUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZdRuBQRERERl1G4FBERERGXUbgUEREREZfxut8FiIiIyDfTyZMnmTt3Ljk5OYwePdqur6qqig0bNlBWVkZjYyMDBw5k1qxZREdHO51rz549vPHGG+zbtw8fHx8uX77MW2+9RWlpKbW1tTz44INERUUxf/58AgMD7a6trKxkw4YNHD16FJvNxne/+11eeuklxo8f73StY8eOkZiYyM6dOwkODqauro5NmzZx8OBBqqurMZlMjB49msTERPr162d37d3U5a4ULkVEROQrd+HCBdLT02lra3Poq6mpITExkfr6ep577jkCAwMpKioiLS2NjIwMHnvsMYdrLBYLI0eOxMfHh9raWhISEmhoaCAuLo5+/fpRWVnJrl27KC0tZdu2bQQEBADw0UcfkZyczKeffsrTTz9NaGgov//970lJSWHRokXMmDHD6VqhoaEEBwfT0tJCUlISZ8+e5YknnmDIkCFcunSJHTt2UFJSQl5eHuHh4QB3VZc7U7gUERGRr9T+/ftZsWIF9fX1Tvvz8vKoqqpi06ZNjBgxAoBp06YxZ84csrKymDhxIr6+vsZ4q9VKSUkJc+fOBWDjxo3U1NSwbt06oqKijHFjxowhLS2NLVu2kJ6eDsDKlStpamqyG/vss8/y4x//mJ///OeMGzeO0NBQu/rMZjPjxo0DID8/n8rKSpYsWUJcXJwxZtKkScyePZv169eTnZ1913W5M91zKSIiIl+ZlJQUFi9eTM+ePZkyZYpDv9VqZe/evQwfPtwIlgDdunVjxowZ1NXVcfDgQbtrTp06RX19vRH4SktLCQ4OtgtwANHR0ZhMJo4ePQrAlStXOH36NJGRkXZju3TpwqxZs7h58ya7d++2m6O6upqKigrjyLy0tJSuXbvy5JNP2o0bNGgQAwYMMNa6m7rcnXYuRUREOpG3/ivjfpfQoR89/vqXnuPcuXMkJycTHx/Ptm3bHPo//vhjmpqaGDZsmEPf0KFDgVv3ak6ePNloN5vNhISEGDuMubm5NDU1OVzf3NxMc3MzHh639tauXLkCwHe+8x2Hse1znT592q7dbDbj6+vLyJEjAVi+fDnXrl3D09PTbpzNZqO2ttZY627qcncKlyIiIp3In6or73cJf1WFhYV4e3t32H/16lUAgoKCHPp69eoFwKVLl+zaLRaLsWsJ0Lt3b6dz5+fnY7VaiYiIADCO1q9fv+4wtq6uDri1U/nZtSIiIozPEBAQ4PQ+yffff5+amhq7B5C+aF3u7usRkUVERMQt3ClYAjQ2NgLY3VPZzsfHB4AbN24YbTU1NZSXl3f4ZHe7srIyNm/ejJ+fHzNnzgSgf//+dO/enYMHDxrrttu3bx8ALS0tRltraytlZWV2QdaZyspKVq9ejaenJwkJCXddl7tTuBQREZFOw2az2f105vbj4+LiYry9vRk1alSH40tKSkhNTaWtrY1ly5YZO4heXl7Mnj2bTz75hFdffZWjR49y8eJFCgsLjcDn5fWXQ97jx49z/fr1O4bLM2fOkJycTENDA6mpqQwePPiu63J3OhYXERGRTsPPzw+w3zFs175jaTKZjDaz2UxERATdunVzOl9RURFvvvkmXbp0ITMz0+E9mTNnzuTmzZts3ryZ+fPnA7eOr5cvX052djbdu3c3xlosFvr370+fPn2crmU2m/nJT35CU1MTqampTJ8+vcPP+Xl1uTOFSxERkU7kbwLD73cJ91Xfvn2Bvzxsc7v2tvYdvtbWVg4dOkRSUpLTuTZs2MDWrVsxmUysXLmSyMhIp+NmzZrFc889R0VFBT4+PoSHh2O1WqmqqrJ7sMhsNnd4/L5jxw7WrFmDh4cHGRkZPProox1+xi9al7tSuBQREelEXPFEtjsLCwvDZDJx6tQph772tuHDhwNw4sQJGhsbnR5TZ2VlUVBQQFBQENnZ2caLzD/rv//7v/H29mbixIl2rz4qKSnh5s2bxjcHVVVVcfbsWV577TWHOfLz841dzlWrVt3xiP6L1uXOdM+liIiIdBpeXl5MnjyZ48ePc+LECaO9paWFgoIC/P39jTBpsVgICwsjODjYbo6dO3dSUFBASEiI3TfkOPPOO++QkZHBn//8Z6OtsbGR3NxcAgMDjXdxms1m/Pz8eOihh+yuLy4uZu3atfTo0YPc3Nw7Bsu7qcudaedSREREOpV58+Zx4MABFixYQHx8PP7+/hQVFVFZWUlmZqZxf+VnX0EEt94ZmZOTA0BMTAxHjhxxmN/X15eYmBgAEhISWLBgAfPnz+eHP/whNpuNnTt3cvHiRVavXm08oW6xWIiMjLR7wAdu7UTabDYmTJhAeXk55eXlDuvFxsbedV3uTOFSREREOpWAgADy8vLIycmhsLCQ1tZWwsPDycrKMu55vHr1KhUVFSxcuNDu2tOnTxtfK7l9+3an8/fp08cIcQ8//DDr1q0jLy+P3NxcvLy8GD58OEuXLmXIkCEA3Lx5k8OHD5OSkmI3T1VVFefPnwdg9+7dDt/m0y42Nvau63JnXerq6jp+1l9ERERcqrq6msDAwPtdhri5zvx3pHsuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRERExGUULkVERETEZRQuRURERMRlFC5FRETkvjh58iRjx47lyJEjDn1VVVUsXbqUqVOnEh0dzZw5czhw4ECHc+3Zs4dHHnmEGzduAHDt2jXefPNNnnrqKSZMmEB8fDw7duzAZrM5XFtXV8fq1at58sknjbFFRUUdrnXs2DEefvhhLl68aHf9U089xbhx45gyZQpLlizh3LlzDtdevnyZZcuWMXXqVKKiopg6dSrLly+nurr6835dbsPrfhcgIiIi3zwXLlwgPT2dtrY2h76amhoSExOpr6/nueeeIzAwkKKiItLS0sjIyOCxxx5zuMZisTBy5Eh8fHxobGwkMTGRqqoqpk+fTkhICMXFxaxcuZLKykrS09ON65qbm3n11VepqKhg+vTp9OvXj//5n/8hMzOTTz75hNmzZztdKzQ0lODgYFpaWkhKSuLs2bM88cQTDBkyhEuXLrFjxw5KSkrIy8sjPDwcgNraWhISEmhoaCAuLo5+/fpRWVnJrl27KC0tZdu2bQQEBLjwt3x/KFyKiIjIV2r//v2sWLGC+vp6p/15eXlUVVWxadMmRowYAcC0adOYM2cOWVlZTJw4EV9fX2O81WqlpKSEuXPnAvAf//EfnD9/nhUrVjB58mQAnnnmGVJTU9mxYwczZswgNDQUgLfffps//OEPZGZmMmXKFADi4uJYuHAheXl5TJ06ld69e9vVZzabGTduHAD5+flUVlayZMkS4uLijDGTJk1i9uzZrF+/nuzsbAA2btxITU0N69atIyoqyhg7ZswY0tLS2LJli13wdVc6FhcREZGvTEpKCosXL6Znz55GmLud1Wpl7969DB8+3AiWAN26dWPGjBnU1dVx8OBBu2tOnTpFfX29Efg+/fRThgwZwg9+8AO7cWPGjMFms3HmzBmjbc+ePfTq1cuuli5duvDSSy9x8+ZN9u7dazdHdXU1FRUVjB8/HoDS0lK6du3Kk08+aTdu0KBBDBgwgKNHjxptpaWlBAcH2wVLgOjoaEwmk91Yd6adSxERkU7k3Xffvd8ldOipp5760nOcO3eO5ORk4uPj2bZtm0P/xx9/TFNTE8OGDXPoGzp0KHDrXs32HUm4tZMYEhJi7Eb+/d//vdO120Nl3759AWhsbOTcuXPExMQ4jG1f/9SpU3btZrMZX19fRo4cCcDy5cu5du0anp6eduNsNhu1tbV4ePxlHy83N5empiaHtZqbm2lubrYb684ULkVERDqRq1ev3u8S/qoKCwvx9vbusL/98wcFBTn09erVC4BLly7ZtVssFmPX8rOam5u5ePEie/bs4de//jUTJ040QurVq1ex2WwOx94APj4+dO/e3elaERERxmcICAhwep/k+++/T01NDdHR0Uabs3Xg1tG61WolIiLCab+7+XpEZBEREXELdwqWcGs3EbC7p7Kdj48PgPFEONx6+Ke8vNw4pv6sjRs3Eh8fz/bt2/mbv/kbFi5c6LDWt771LafX+vj40NzcbPy7tbWVsrKyDoNsu8rKSlavXo2npycJCQl3HFtWVsbmzZvx8/Nj5syZdxzrLhQuRUREpNNof1WQs1cGtbv9+Li4uBhvb29GjRrldOwjjzzCmjVreOWVV/jzn//Miy++yEcffeR0TWe13H7cffz4ca5fv37HcHnmzBmSk5NpaGggNTWVwYMHdzi2pKSE1NRU2traWLZsWYc7m+5G4VJEREQ6DT8/PwBaWloc+tp3LE0mk9FmNpuJiIigW7duTueLjIwkOjqal19+mZycHG7cuMHPf/5z4C87lrfvhH52vdvXslgs9O/fnz59+jgdbzabmT9/PnV1daSmpjJ9+vQOP2dRURGLFi3CarWSmZlpd3zu7nTPpYiISCfSfl/hN1X7wzZXrlxx6Gtva9/ha21t5dChQyQlJX2hub/73e/Sv39/Tp8+bazVpUsXp/e5Njc309DQYPffw2w2d3j8vmPHDtasWYOHhwcZGRk8+uijHdaxYcMGtm7dislkYuXKlURGRn6h+t2FwqWIiEgn4oonst1ZWFgYJpPJ4Slt+MuT28OHDwfgxIkTNDY22h1T22w2XnrpJby9vdmyZYvDHNevXzd2Ob/1rW/Rr18/h2NyuPVEOmC8DqmqqoqzZ8/y2muvOYzNz88nOzub7t27s2rVqg6P6AGysrIoKCggKCiI7Oxs4wXrXyc6FhcREZFOw8vLi8mTJ3P8+HFOnDhhtLe0tFBQUIC/v78RJi0WC2FhYQQHBxvjunTpQmBgICdPnqSkpMRu7r1793L58mW7Vw/FxsZy+fJlfvOb3xhtNpuN7du34+3tbbz/0mw24+fnx0MPPWQ3Z3FxMWvXrqVHjx7k5ubeMVju3LmTgoICQkJC7L655+tGO5ciIiLSqcybN48DBw6wYMEC4uPj8ff3p6ioiMrKSjIzM42dx45eQbRw4UL+93//l8WLF/PMM88QEhLCqVOn+K//+i/CwsLsjtFnzJjBe++9x7Jly/jDH/5AaGgo+/bt49ChQ7z66qvGa4YsFguRkZF4edlHp6ysLGw2GxMmTKC8vJzy8nKHemJjY2lubiYnJweAmJgYp9+n7uvr6/Sdm+5G4VJEREQ6lYCAAPLy8sjJyaGwsJDW1lbCw8PJysoy7nm8evUqFRUVdq8WahcWFsYvfvELNm7cyO7du2loaKB3797Ex8czZ84cu4d0fHx82LhxI//6r//Knj17uH79OmFhYfzLv/wLU6dOBeDmzZscPnyYlJQUu3Wqqqo4f/48ALt372b37t1OP09sbCynT582vu5y+/btTsf16dPnaxEuu9TV1XX8rL+IiIi4VHV1NYGBgfe7DHFznfnvSPdcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIiIjLKFyKiIiIiMsoXIqIiIiIyyhcioiIyH1x8uRJxo4dy5EjRxz6qqqqWLp0KVOnTiU6Opo5c+Zw4MCBDufas2cPjzzyCDdu3ADg2rVrvPnmmzz11FNMmDCB+Ph4duzYgc1mu+ea2h07doyHH36YixcvAlBXV8fq1at56qmnGDduHFOmTGHJkiWcO3fO4drLly+zbNkypk6dSlRUFFOnTmX58uVUV1ffsS534nW/CxAREZFvngsXLpCenk5bW5tDX01NDYmJidTX1/Pcc88RGBhIUVERaWlpZGRk8NhjjzlcY7FYGDlyJD4+PjQ2NpKYmEhVVRXTp08nJCSE4uJiVq5cSWVlJenp6Xdd02fXCg0NJTg4mJaWFpKSkjh79ixPPPEEQ4YM4dKlS+zYsYOSkhLy8vIIDw8HoLa2loSEBBoaGoiLi6Nfv35UVlaya9cuSktL2bZtGwEBAffw2+xcFC5FRETkK7V//35WrFhBfX290/68vDyqqqrYtGkTI0aMAGDatGnMmTOHrKwsJk6ciK+vrzHearVSUlLC3LlzAfiP//gPzp8/z4oVK5g8eTIAzzzzDKmpqezYsYMZM2YQGhp6VzXdzmw2M27cOADy8/OprKxkyZIlxMXFGWMmTZrE7NmzWb9+PdnZ2QBs3LiRmpoa1q1bR1RUlDF2zJgxpKWlsWXLlg6DrzvRsbiIiIh8ZVJSUli8eDE9e/ZkypQpDv1Wq5W9e/cyfPhwI1gCdOvWjRkzZlBXV8fBgwftrjl16hT19fVG4Pv0008ZMmQIP/jBD+zGjRkzBpvNxpkzZ+6qpttVV1dTUVHB+PHjASgtLaVr1648+eSTduMGDRrEgAEDOHr0qNFWWlpKcHCwXbAEiI6OxmQy2Y11Z9q5FBER6UQKf/jL+11Ch57fNfNLz3Hu3DmSk5OJj49n27ZtDv0ff/wxTU1NDBs2zKFv6NChwK37Itt3JOHWTmJISIixG/n3f//3TtduD5V9+/a9q5puZzab8fX1ZeTIkQAsX76ca9eu4enpaTfOZrNRW1uLh8df9vFyc3NpampymLO5uZnm5ma7se5M4VJERKQTqTp2+X6X8FdVWFiIt7d3h/1Xr14FICgoyKGvV69eAFy6dMmu3WKxGLuWn9Xc3MzFixfZs2cPv/71r5k4caIRUr9oTZ9dKyIiwhgfEBDg9D7J999/n5qaGqKjo4223r17O50zPz8fq9VKRETEF6qhs/t6RGQRERFxC58X4hobGwHs7qls5+PjA2A8EQ63Hv4pLy83jqk/a+PGjcTHx7N9+3b+5m/+hoULF951Te1aW1spKyvrMMi2q6ysZPXq1Xh6epKQkHDHsWVlZWzevBk/Pz9mzvzyO8OdgcKliIiIdBrtrwq60yuDbj8+Li4uxtvbm1GjRjkd+8gjj7BmzRpeeeUV/vznP/Piiy/y0Ucf3VNtx48f5/r163cMl2fOnCE5OZmGhgZSU1MZPHhwh2NLSkpITU2lra2NZcuWdbiz6W4ULkVERKTT8PPzA6ClpcWhr33H0mQyGW1ms5mIiAi6devmdL7IyEiio6N5+eWXycnJ4caNG/z85z+/p9osFgv9+/enT58+TvvNZjPz58+nrq6O1NRUpk+f3uFcRUVFLFq0CKvVSmZmpt3xubvTPZciIiKdSNBI58Hlm6L9YZsrV6449LW3te/wtba2cujQIZKSkr7Q3N/97nfp378/p0+fvqfazGZzh8fvO3bsYM2aNXh4eJCRkcGjjz7a4TwbNmxg69atmEwmVq5cSWRk5D3V01kpXIqIiHQirngi252FhYVhMpk4deqUQ1972/DhwwE4ceIEjY2NdsfUNpuNl156CW9vb7Zs2eIwx/Xr1zvc5byTqqoqzp49y2uvvebQl5+fT3Z2Nt27d2fVqlUdHtEDZGVlUVBQQFBQENnZ2cYL1r9OdCwuIiIinYaXlxeTJ0/m+PHjnDhxwmhvaWmhoKAAf39/I0xaLBbCwsIIDg42xnXp0oXAwEBOnjxJSUmJ3dx79+7l8uXLxMTE3HVdZrMZPz8/HnroIbv24uJi1q5dS48ePcjNzb1jsNy5cycFBQWEhITYfXPP1412LkVERKRTmTdvHgcOHGDBggXEx8fj7+9PUVERlZWVZGZmGjuPHb2CaOHChfzv//4vixcv5plnniEkJIRTp07xX//1X4SFhX3hY/TbWSwWIiMj8fKyj05ZWVnYbDYmTJhAeXk55eXlDtfGxsbS3NxMTk4OADExMU6/u9zX1/eegm9no3ApIiIinUpAQAB5eXnk5ORQWFhIa2sr4eHhZGVlGfc8Xr16lYqKCqevFgoLC+MXv/gFGzduZPfu3TQ0NNC7d2/i4+OZM2eO3QNBX8TNmzc5fPgwKSkpdu1VVVWcP38egN27d7N7926n18fGxnL69GnjqyW3b9/udFyfPn2+FuGyS11dXcfP+ouIiIhLVVdXExgYeL/LEDfXmf+OdM+liIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIiIuIzCpYiIiIi4jMKliIiIiLiMwqWIiIjcFydPnmTs2LEcOXLEaX9raysvvvgiy5Ytu+M8cXFx5ObmOu1btWoVTz311B2vX758OT/60Y+Mfx87dowFCxbwgx/8gPHjx/PMM8/w1ltv8emnnzpc+7vf/Y7ExERiYmJ45JFHeOGFFygsLKStre2Oa36dKVyKiIjIV+7ChQukp6d3GMKsVitLly6lvLz8jvOcP3+eixcvEhUV5dD39ttv884773xuLSUlJYwbNw6Ao0ePkpycTEVFBfHx8aSkpBAeHk5eXh6LFi2yq/e9997jtdde49q1a8yePZt/+Id/4IEHHuBnP/sZK1as+Nx1v6687ncBIiIi8s2yf/9+VqxYQX19vdP+qqoqli5dyrFjxz53LrPZTI8ePRg2bJjRduPGDf7v//2/XyhYnjlzhurqaiNcvvHGG/j5+fGLX/yCgIAAAKZPn052djb5+fl88MEHTJo0iU8//ZRVq1YREhLCv//7v+Pj4wPA888/z+LFi/n1r3/NM888w5AhQz63hq8b7VyKiIjIVyYlJYXFixfTs2dPpkyZ4tC/Z88enn32WT766CNmzZr1ufMVFxczduxYPDxuRZo//vGPPP3007zzzjvExcXRq1evO15vsVgIDAzkb//2b7ly5QoXLlxg4sSJRrBs9/jjjwMYgffkyZNcv36dxx9/3AiW7WJjY4Fbu6DfRNq5FBER6UQm7756v0vo0H8/ceeg9kWcO3eO5ORk4uPj2bZtm0N/eXk548eP55VXXsHT09PpmHbNzc0cO3aMH//4x0bbxYsXCQwMZNmyZURGRn7u/ZYWi8U4Uu/ZsyfvvPMO3bp1cxj3ySefABghdtiwYbz99tt8+9vfdhh77do1u7HfNAqXIiIinUhZ9c37XcJfVWFhId7e3h32JycnG/2XLl2641xlZWW0trba3W85btw4YmJivlAt9fX1nDx5kvj4eAC8vLwIDQ11OvaXv/wlAKNHjwbA29ubfv36OYxrbW2lsLDQbuw3zTczUouIiMh9cadg+UX6b2c2mxkyZAgPPPDAPV1fUlJCly5dePjhh+84bvPmzRw6dIhBgwYRHR19x7ErV67k7NmzxMTE8N3vfvcL1/J1onApIiIibun2p7zvhcVi4Xvf+x5+fn4djtm8eTO5ubn4+/vz05/+tMOj7ra2Nn7605/y7rvvEhYWZndU/02jcCkiIiJup7KyksuXL99zuLTZbHcMp62trfz0pz8lNzeXXr16sWHDBoKDg52ObW5uJj09nZ07dzJgwAA2bNhAjx497qmurwPdcykiItKJRAZ2vd8luAWLxYK/vz+DBw++p+tPnz7NtWvXnIbLpqYmlixZQnFxMQMGDGDt2rUEBQU5naempoZFixbxhz/8gZEjR7J69Wq6d+9+TzV9XShcioiIdCKueCL7m8BisTB27Fi6dOlyz9cHBQURHh5u197c3MyCBQv48MMPiYiIYNWqVZhMJqdzfPLJJyQlJXH+/HmmTJnC0qVL6dpV/3OgY3ERERFxK9evX+fDDz/80vdbOvtWnxUrVvDhhx8yYcIE1q1b12GwtFqt/OM//iPnz5/n6aefZvny5QqW/492LkVERMStHDp0CJvNxtixY+/p+rq6OqcvaT9x4gS/+c1v6Nq1K1FRUezbt8/h2uDgYEaMGMG+ffv48MMP6d69O8OGDWPv3r0OYwcOHMh3vvOde6rRnSlcioiIiFuxWCwMGzbsnu9tLCkpwdPTk8jISLv2Q4cOAXDz5k1WrVrl9NrHH3+cESNGGGPr6+vJyMhwOnbu3LnfyHDZpa6uzna/ixAREfmmqK6uJjAw8H6XIW6uM/8d6Z5LEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERERcRmFSxERERFxGYVLEREREXEZhUsRERG5L06ePMnYsWM5cuSI0/7W1lZefPFFli1bdsd54uLiyM3NNf7961//mpdffpkJEyYwYcIEZs2axd69ezu8fvny5fzoRz8y/n3s2DEWLFjAD37wA8aPH88zzzzDW2+9xaeffupw7e9+9zsSExOJiYnhkUce4YUXXqCwsJC2trbP+/hfWwqXIiIi8pW7cOEC6enpHYYwq9XK0qVLKS8vv+M858+f5+LFi0RFRQGwefNmli9fjoeHB0lJScyfPx+r1crrr79OXl6e0zlKSkoYN24cAEePHiU5OZmKigri4+NJSUkhPDycvLw8Fi1aZFfve++9x2uvvca1a9eYPXs2//AP/8ADDzzAz372M1asWHEvv5avBa/7XYCIiIh8s+zfv58VK1ZQX1/vtL+qqoqlS5dy7Nixz53LbDbTo0cPhg0bxpUrV8jLy+N73/seGzduxNPTE4Dnn3+eefPmsWXLFp566ikCAwON68+cOUN1dbURLt944w38/Pz4xS9+QUBAAADTp08nOzub/Px8PvjgAyZNmsSnn37KqlWrCAkJ4d///d/x8fEx1lq8eDG//vWveeaZZxgyZMiX+l25I+1cioiIyFcmJSWFxYsX07NnT6ZMmeLQv2fPHp599lk++ugjZs2a9bnzFRcXM3bsWDw8PDh8+DBWq5W4uDgjWAJ4eXkxZcoUWltbOXHihN31FouFwMBA/vZv/5YrV65w4cIFJk6caATLdo8//jiAEXhPnjzJ9evXefzxx41g2S42Nha4tQv6TaSdSxERkU7ENyP5fpfQoebX//VLz3Hu3DmSk5OJj49n27ZtDv3l5eWMHz+eV155BU9PT6djjHqamzl27Bg//vGPAfi7v/s7Bg0aRK9evRzGXrt2DQAPD/t9NYvFYhyp9+zZk3feeYdu3bo5XP/JJ5/YXT9s2DDefvttvv3tb3/htb4pFC5FREQ6Ec/Kj+53CX9VhYWFeHt7d9ifnJxs9F+6dOmOc5WVldHa2mqEQ19fX8LDwx3GNTQ08O677+Ll5cX3vvc9o72+vp6TJ08SHx8P3NrhDA0NdbrWL3/5SwBGjx4NgLe3N/369XMY19raSmFhod3Yb5pvZqQWERGR++JOwfKL9N/ObDYzZMgQHnjggQ7HtLa28s///M/U1dXx7LPP4u/vb/SVlJTQpUsXHn744Tuus3nzZg4dOsSgQYOIjo6+49iVK1dy9uxZYmJi+O53v/uFP8vXicKliIiIuKXbn/J2pqWlhcWLF2OxWPje977HK6+8Ytff3u7n59fhHJs3byY3Nxd/f39++tOfdnjU3dbWxk9/+lPeffddwsLCjKP6byIdi4uIiIjbqays5PLlyx2Gy2vXrpGWlsbJkycZNWoUP/vZz+x2RW02GyUlJcycOdPp9a2traxevZqdO3fSq1cvfv7znxMcHOx0bHNzM//8z//MgQMHGDBgAOvXr6dHjx5f/kO6KYVLERGRTsQa/s17dc29sFgs+Pv7M3jwYIe+8+fPs3DhQi5evMgPfvAD/uVf/sXhIZ3Tp09z7do1p+G0qamJJUuWUFxczIABA1i7di1BQUFO66ipqWHRokX84Q9/YOTIkaxevZru3bu75kO6KYVLERGRTsQVT2R/E1gsFsaOHUuXLl3s2s+fP09iYiLXrl3jxRdf5B/+4R8cxrRfHxQU5PAAUHNzMwsWLODDDz8kIiKCVatWYTKZnNbwySefkJSUxPnz55kyZQpLly6la9eurvuQbkr3XIqIiIhbuX79Oh9++KHDrmNTUxOLFi3i2rVrvPLKK7z66qtOgyXYv4LoditWrODDDz9kwoQJrFu3rsNgabVa+cd//EfOnz/P008/zfLlyxUs/x/tXIqIiIhbOXToEDabjbFjx9q1v/322/zpT38iODiYXr168d577zlcO2LECPz8/Jy+pP3EiRP85je/oWvXrkRFRbFv3z6H64ODgxkxYgT79u3jww8/pHv37gwbNszpd5cPHDiQ73znO1/uw7ohhUsRERFxKxaLhWHDhjnc21haWgrAxYsXWbp0qdNrX3/9dby8vPD09CQyMtKu79ChQwDcvHmTVatWOb3+8ccfZ8SIEcbY+vp6MjIynI6dO3fuNzJcdqmrq7Pd7yJERES+Kaqrq+2+21rkXnTmvyPdcykiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiL3xcmTJxk7dixHjhxx2t/a2sqLL77IsmXL7jhPXFwcubm5xr9/+9vfMmfOHL7//e8zZcoUfvKTn/D//X//X4fXL1++nB/96EfGv48dO8aCBQv4wQ9+wPjx43nmmWd46623+PTTTx2u/d3vfkdiYiIxMTE88sgjvPDCCxQWFtLW1vZ5H/9rS+FSREREvnIXLlwgPT29wxBmtVpZunQp5eXld5zn/PnzXLx4kaioKAB27NhBeno6AElJSTz//POUlpby8ssvc+HCBadzlJSUMG7cOACOHj1KcnIyFRUVxMfHk5KSQnh4OHl5eSxatMiu3vfee4/XXnuNa9euMXv2bP7hH/6BBx54gJ/97GesWLHirn8nXxde97sAERER+WbZv38/K1asoL6+3ml/VVUVS5cu5dixY587l9lspkePHgwbNozm5mbWrVvHwIEDeeutt/DyuhVzxo8fz//5P/+HvLw8MjIy7K4/c+YM1dXVRrh844038PPz4xe/+AUBAQEATJ8+nezsbPLz8/nggw+YNGkSn376KatWrSIkJIR///d/x8fHB4Dnn3+exYsX8+tf/5pnnnmGIUOG3PPvyV1p51JERES+MikpKSxevJiePXsyZcoUh/49e/bw7LPP8tFHHzFr1qzPna+4uJixY8fi4eHBxYsXGTx4MM8++6wRLAEGDRpEjx49OHPmjMP1FouFwMBA/vZv/5YrV65w4cIFJk6caATLdo8//jiAEXhPnjzJ9evXefzxx41g2S42Nha4tQv6TaSdSxERkU6k+fDC+11Ch3wj1n7pOc6dO0dycjLx8fFs27bNob+8vJzx48fzyiuv4Onp6XRMu+bmZo4dO8aPf/xjAAYOHGh372W7y5cv8+c//5mhQ4c69FksFuNIvWfPnrzzzjt069bNYdwnn3wCgIfHrX25YcOG8fbbb/Ptb3/bYey1a9fsxn7TKFyKiIh0Im31f7jfJfxVFRYW4u3t3WF/cnKy0X/p0qU7zlVWVkZra6sRDj/rypUrnD59mg0bNtCtWzcSEhLs+uvr6zl58iTx8fEAeHl5ERoa6nSuX/7ylwCMHj0aAG9vb/r16+cwrrW1lcLCQrux3zQKlyIiIvKVuVOw/CL9tzObzQwZMoQHHnjAoa+xsZFp06YZ/05KSnLYuSwpKaFLly48/PDDd1xn8+bNHDp0iEGDBhEdHX3HsStXruTs2bPExMTw3e9+9wt/lq8ThUsRERFxSyUlJXYB8nY2m42MjAw8PDx4//332bBhA5WVlWRmZhpjLBYL3/ve9/Dz8+twjc2bN5Obm4u/vz8//elPOzzqbmtrY+XKlbz77ruEhYUZR/XfRN/MmwFERETErVVWVnL58mXjKe/P+va3v81jjz3GlClT+NnPfsb3v/99fvOb3xgP2dhsNrtXEH1Wa2srP/3pT8nNzaVXr15s2LCB4OBgp2Obm5tJT09n586dDBgwgA0bNtCjRw/XfFA3pJ1LERGRTsSj+6D7XYJbsFgs+Pv7M3jw4C80/rHHHmP//v2cPn2aUaNGcfr0aa5du+Y0XDY1NbFkyRKKi4sZMGAAa9euJSgoyOm8NTU1LFq0iD/84Q+MHDmS1atX07179y/12dydwqWIiEgn4oonsr8JLBYLY8eOpUuXLkZbUVERubm5pKenM3HiRLvx169fBzCeBLdYLAQFBREeHm43rrm5mQULFvDhhx8SERHBqlWrMJlMTmv45JNPSEpK4vz580yZMoWlS5fStWtXV35Mt6RjcREREXEr169f58MPP3TYdRw4cCDV1dX88pe/xGq1Gu03btzgP/7jP/Dy8mL8+PGA/SuIbrdixQo+/PBDJkyYwLp16zoMllarlX/8x3/k/PnzPP300yxfvlzB8v/RzqWIiIi4lUOHDmGz2Rg7dqxd+5AhQ3j22Wf5z//8T+bPn8/kyZNpbm7m17/+NRcuXCA1NZU+ffpQV1fn9CXtJ06c4De/+Q1du3YlKiqKffv2OawdHBzMiBEj2LdvHx9++CHdu3dn2LBh7N2712HswIED+c53vuPSz+4OFC5FRETErVgsFoYNG+b03sa0tDQGDhzIO++8w7p16/D29mbIkCGkpaUZYbSkpARPT08iIyPtrj106BAAN2/eZNWqVU7XfvzxxxkxYoQxtr6+3uErJdvNnTv3Gxkuu9TV1dnudxEiIiLfFNXV1QQGBt7vMsTNdea/I91zKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIiIi6jcCkiIiIiLqNwKSIiIiIuo3ApIiIi98XJkycZO3YsR44ccdrf2trKiy++yLJly+44T1xcHLm5uU77/vjHP/LII4/ccY7ly5fzox/9yPj3sWPHWLBgAT/4wQ8YP348zzzzDG+99Raffvqpw7W/+93vSExMJCYmhkceeYQXXniBwsJC2tra7ljz15nCpYiIiHzlLly4QHp6eochzGq1snTpUsrLy+84z/nz57l48SJRUVEOfS0tLbz++utOQ+HtSkpKGDduHPz/7N1tXJTnnff/DzeiRgUWAjHFBKsSFeeCGmM6giY0SWkMSS0Y1kjcDTYaBapRNoKpl4xKiSteVmPTNaaaNWtzA5etpWTFZt0amzIg3vCHZY1CrI4W79AJRQE1M/B/4OVsyAxozCQw8n0/4zx+x3H+zrx88M1x3gxw8OBB0tPT+eSTT0hJSWHhwoUMHz6cTZs2kZmZ2aHfkpISFi1ahNVqZebMmcybN4/AwEDWrFlDXl7ejf4T3LZ8u7sBERER6V12795NXl4eTU1NLsfPnDmDyWSisrLyhmuVlpYSEBCAwWBwGvvFL37ByZMnu5x/5MgRGhoaHOHylVdeYcCAAbz11lvceeedADz99NOsXbuWd999lz/+8Y889thjXL16lfz8fIYMGcLWrVvp168fANOmTSM7O5vi4mKmTp1KZGTkDa/hdqOdSxEREfnGLFy4kOzsbIKDg4mPj3ca37FjB8nJyRw6dIjU1NQbrldWVobRaMTb29vp+P/9v/+XuXPndjnfbDYTEhLCfffdx9mzZzlx4gQPP/ywI1hel5CQAOAIvDU1NTQ3N5OQkOAIltdNnjwZuLYL2htp51JERKQHeePfV3R3C516ISHnK69x/Phx0tPTSUlJYcuWLU7jtbW1xMbGkpGRgY+Pj8ua61pbW6msrGTJkiUdjn/66aesWLGCyZMn88gjj7B+/fpO1zCbzY5b6sHBwWzbto2+ffs61V24cAHAEWINBgOFhYUMGjTIqdZqtXao7W0ULkVERHqQkw1Hu7uFr1VBQQF+fn6djqenpzvGT5061eVa+/btw2azOT1vmZeXh5+fHy+99FKnt94BmpqaqKmpISUlBQBfX1/uvfdel7Vvv/02AOPGjQPAz8+PoUOHOtXZbDYKCgo61PY2CpciIiLyjekqWN7M+OeVlpYSGRlJYGCg49i2bdv485//zL/8y78wcODALsNleXk5Xl5ePPjgg12eZ/PmzVRUVDBq1CgeeuihLmtXrVrFsWPHiIuLY+TIkTd9LbeT3rlfKyIiIh7v8295w7Vb7uvXr+fZZ5/l/vvvv+F8s9lMdHQ0AwYM6LRm8+bNbNy4kaCgIFauXNnpre62tjZWrlxJUVER4eHhTrfqexPtXIqIiIjHOXr0KKdPn3aES5vNRk5ODiEhITzzzDM0NjYCcPHiRQA+++wzGhsb6devH/369aO9vZ3y8nKeffZZl+vbbDZWr17N9u3bCQ0N5Re/+AVhYWEua1tbW1m6dCl/+tOfGDZsGK+99hoBAQHuv2gPoXApIiLSg9wTMry7W/AIZrOZoKAgRo8eDcC5c+c4fPgw8D9vdn/eBx98wAcffMCsWbN44YUX+Pjjj7FarR12Pq9raWnh5ZdfpqysjGHDhrFu3ToGDx7sso/z58+TmZnJ4cOHGTt2LKtXr8bf39+NV+p5FC5FRER6EHe8kd0bmM1mjEYjXl5ewLU3vV977TWnOqvVSk5ODt/97nf5h3/4B8fuo9lsZvDgwQwf3jHMt7a28uKLL1JVVcUDDzxAfn4+AwcOdNnDhQsXSEtLw2KxEB8fj8lkok+fPm6+Us+jcCkiIiIepbm5maqqKpYtW+Y41rdvX5cv5lx/4/zOO+/sMP75TxB9Xl5eHlVVVUyaNIl//ud/7jQs2u12Fi9ejMViISkpiezsbEfQ7e0ULkVERMSjVFRU0N7ejtFovKX5jY2NLj/SXl1dzQcffECfPn2YMGECu3btcpobFhZGVFQUu3btoqqqCn9/fwwGAzt37nSqHTFiBBEREbfUoydTuBQRERGPYjabMRgMt/xsY3l5OT4+PowfP77D8YqKCuDayz/5+fku5yYkJBAVFeWobWpqYsUK1x++nzVrVq8Ml16NjY3t3d2EiIhIb9HQ0EBISEh3tyEerif/O9J3LkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbXy7uwERERHpnWpqapg1axa//OUvGTdunNO4zWYjNTWViIgITCZTp+skJiby+OOPM2fOHOx2O3FxcVy5csVlbUVFhdOx3NxcTp48yRtvvAFAZWUlW7ZsoaamhsuXLzN48GB+8IMfkJqaip+fX4e5e/bs4Z133uHIkSPYbDbuuecefvSjH5GcnIy3d+/cw1O4FBERkW/ciRMnyMrKoq2tzeW43W7HZDJRW1tLREREp+tYLBbq6+uZMGGC4+8rV64wefJkjEbjTfVSXl5OcnIyAAcPHiQjI4OgoCBSUlIICAigoqKCTZs2UV1dzfr16x2hsaSkBJPJRHh4ODNnzqRfv358+OGHrFmzhtraWpYuXfpl/pPcNhQuRURE5Bu1e/du8vLyaGpqcjl+5swZTCYTlZWVN1yrtLSUgIAADAYDAHV1dQD84Ac/ICYm5obzjxw5QkNDg6P2lVdeYcCAAbz11lvceeedADz99NOsXbuWd999lz/+8Y889thjXL16lfz8fIYMGcLWrVvp168fANOmTSM7O5vi4mKmTp1KZGTkjf+D3GZ6536tiIiIdIuFCxeSnZ1NcHAw8fHxTuM7duwgOTmZQ4cOkZqaesP1ysrKMBqNjt3ETz75BIDhw4ffVD9ms5mQkBDuu+8+zp49y4kTJ3j44YcdwfK6hIQEAEfgrampobm5mYSEBEewvG7y5MnAtV3Q3kg7lyIiIj1IUVFRd7fQqSlTpnzlNY4fP056ejopKSls2bLFaby2tpbY2FgyMjLw8fFxWXNda2srlZWVLFmyxHGsrq6OgQMHctdddwHQ0tLCHXfc0ekaZrPZcUs9ODiYbdu20bdvX6e6CxcuADhCrMFgoLCwkEGDBjnVWq3WDrW9jcKliIhID3Lu3LnubuFrVVBQ4PRSzOelp6c7xk+dOtXlWvv27cNmsznCIVwLl4MGDeJ//+//zZ///GdaWloICgpi6tSpzJw5E1/f/4k+TU1N1NTUkJKSAoCvry/33nuvy3O9/fbbAI4Xj/z8/Bg6dKhTnc1mo6CgoENtb6NwKSIiIt+YroLlzYx/XmlpKZGRkQQGBgLQ2NhIQ0MDAGPHjsVkMtHc3MzOnTv51a9+xV/+8hdWrlzpmF9eXo6XlxcPPvhgl+fZvHkzFRUVjBo1ioceeqjL2lWrVnHs2DHi4uIYOXLkTV/L7UThUkRERDxSeXk5Tz31VIdjGRkZjk8HXffkk0/y0ksv8Z//+Z/s3buX7373u8C1W+LR0dEMGDCg03Ns3ryZjRs3EhQUxMqVKzu91d3W1saqVasoKioiPDy8w6363qZ3PgwgIiIiHu3o0aOcPn26wxvhgYGBPPfccx2C5XXTpk0DrgVSgPb2dsrLyzt9o9xms7Fy5Uo2btxIaGgoGzZsICwszGVta2srWVlZbN++nWHDhrFhwwYCAgK+6iV6LO1cioiI9CChoaHd3YJHMJvNBAUFMXr06JuqDwoKAq694APw8ccfY7VaXYbLlpYWXn75ZcrKyhg2bBjr1q1j8ODBLtc9f/48mZmZHD58mLFjx7J69Wr8/f1v8apuDwqXIiIiPYg73sjuDcxmM0ajES8vL8ex4uJitmzZwuzZs3n88cc71B87dgyAIUOGOOYPHjzY6ZNFra2tvPjii1RVVfHAAw+Qn5/PwIEDXfZw4cIF0tLSsFgsxMfHYzKZ6NOnjzsv0yPptriIiIh4lObmZqqqqpx2Hb/97W9z8uRJ3nvvPWw2m+N4a2srmzdvxs/Pz/Ftzc9/gujz8vLyqKqqYtKkSbz66qudBku73c7ixYuxWCwkJSWRm5urYPn/aOdSREREPEpFRQXt7e1OP+9oMBhITExk+/btPP/88zzxxBNcvnyZ4uJiTp48yeLFi7nrrrtobGx0+ZH26upqPvjgA/r06cOECRPYtWuX07nDwsKIiopi165dVFVV4e/vj8FgYOfOnU61I0aM6PKnK29XCpciIiLiUcxmMwaDweWzjYsXL+a+++5j+/bt/OIXv6BPnz6MHj2al156yRFGy8vL8fHxYfz48R3mVlRUAPDZZ5+Rn5/v8twJCQlERUU5apuamlixYoXL2lmzZvXKcOnV2NjY3t1NiIiI9BYNDQ2EhIR0dxvi4XryvyM9cykiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIt2ipqYGo9HIgQMHXI7bbDZmzJjB8uXLu1wnMTGRjRs3Ov5uaGggLy+PhIQEJk2axDPPPENBQQF2u93l/NzcXF544QXH35WVlbz44os8+uijxMbGMnXqVN544w2uXr3qNHfPnj3MmTOHuLg4Jk6cyPTp0ykoKKCtre1m/hPclny7uwERERHpfU6cOEFWVlanIcxut2MymaitrSUiIqLTdSwWC/X19UyYMAGAs2fP8vzzz3Pp0iWSk5O566672L17N2vWrOHUqVMsXLjQaY3y8nKSk5MBOHjwIBkZGQQFBZGSkkJAQAAVFRVs2rSJ6upq1q9fj7f3tb25kpISTCYT4eHhzJw5k379+vHhhx+yZs0aamtrWbp06Vf9z+SRFC5FRETkG7V7927y8vJoampyOX7mzBlMJhOVlZU3XKu0tJSAgAAMBgMAq1ev5sKFC2zcuJGoqCgApk6dSnp6Ou+99x7/8A//wJ133umYf+TIERoaGoiJiQHglVdeYcCAAbz11luOuqeffpq1a9fy7rvv8sc//pHHHnuMq1evkp+fz5AhQ9i6dSv9+vUDYNq0aWRnZ1NcXMzUqVOJjIy89f9QHkq3xUVEROQbs3DhQrKzswkODiY+Pt5pfMeOHSQnJ3Po0CFSU1NvuF5ZWRlGoxFvb2/OnTvHn//8ZyZPnuwIlgBeXl7MnTuX559/ntbW1g7zzWYzISEh3HfffZw9e5YTJ07w8MMPdwigAAkJCQCOwFtTU0NzczMJCQmOYHnd5MmTgWu7oL2Rdi5FRER6kIIfvd3dLXRq2u+e/cprHD9+nPT0dFJSUtiyZYvTeG1tLbGxsWRkZODj4+Oy5rrW1lYqKytZsmQJcC3MtbW1MXHiREdNc3Mzd9xxB9HR0URHRzutYTabHbfUg4OD2bZtG3379nWqu3DhAoDjlrjBYKCwsJBBgwY51Vqt1g61vY3CpYiISA9ypvJ0d7fwtSooKMDPz6/T8fT0dMf4qVOnulxr37592Gw2Rzg8duwYAH/3d3/Hq6++SnFxMU1NTfj7+zNlyhTmzp1Lnz59HPObmpqoqakhJSUFAF9fX+69916X53r77Wuhf9y4cQD4+fkxdOhQpzqbzUZBQUGH2t5G4VJERES+MV0Fy5sZ/7zS0lIiIyMJDAwE4OLFiwCsXLmStrY2fvKTnzBgwAD+8Ic/sHXrVk6ePEl+fr5jfnl5OV5eXjz44INdnmfz5s1UVFQwatQoHnrooS5rV61axbFjx4iLi2PkyJE3fS23E4VLERER8Ujl5eU89dRTjr+vfyqopaWF9957j4EDBwLw/e9/n+zsbHbv3k1FRYUjTJrNZqKjoxkwYECn59i8eTMbN24kKCiIlStXdnqru62tjVWrVlFUVER4eLjjVn1v1DsfBhARERGPdvToUU6fPu14yxugf//+wLWXb64Hy+uefvppAPbu3QtAe3s75eXlHeZ/ns1mY+XKlWzcuJHQ0FA2bNhAWFiYy9rW1laysrLYvn07w4YNY8OGDQQEBHzla/RU2rkUERHpQQaPvbu7W/AIZrOZoKAgRo8e7Th21113AddezPmi68cuXboEwMcff4zVanUZLltaWnj55ZcpKytj2LBhrFu3jsGDB7vs4/z582RmZnL48GHGjh3L6tWr8ff3/8rX58kULkVERHoQd7yR3RuYzWaMRiNeXl6OY9e/dfnJJ5841f/1r38F4Fvf+pZj/uDBgxk+fHiHutbWVl588UWqqqp44IEHyM/Pd9oFve7ChQukpaVhsViIj4/HZDJ1eGGot9JtcREREfEozc3NVFVVOe06RkdHc++997Jz504sFovjuM1m49e//jU+Pj489thjQMdPEH1eXl4eVVVVTJo0iVdffbXTYGm321m8eDEWi4WkpCRyc3MVLP8f7VyKiIiIR6moqKC9vR2j0djhuJeXFyaTiXnz5jFr1iySk5MJCAjgD3/4AzU1NcyZM4ewsDAaGxtdfqS9urqaDz74gD59+jBhwgR27drldO6wsDCioqLYtWsXVVVV+Pv7YzAY2Llzp1PtiBEjuvzpytuVwqWIiIh4FLPZjMFgcPls4//6X/+LN998kzfeeIPCwkKuXLnCt7/9bZYtW8YTTzwBXHvL3MfHh/Hjx3eYW1FRAcBnn33W4ZNFn5eQkEBUVJSjtqmpiRUrVrisnTVrVq8Ml16NjY3t3d2EiIhIb9HQ0EBISEh3tyEerif/O9IzlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4ja+3d2AiIiI9E41NTXMmjWLX/7yl4wbN85p3GazkZqaSkREBCaTqdN1EhMTefzxx/Hy8mLTpk1dnnPWrFm88MILHY7l5uZy8uRJ3njjDQAqKyvZsmULNTU1XL58mcGDB/ODH/yA1NRU/Pz8Oszds2cP77zzDkeOHMFms3HPPffwox/9iOTkZLy9e+censKliIiIfONOnDhBVlYWbW1tLsftdjsmk4na2loiIiI6XcdisVBfX8+ECRPo378/99xzj1ONzWZj7dq1XL16lYkTJzqNl5eXk5ycDMDBgwfJyMggKCiIlJQUAgICqKioYNOmTVRXV7N+/XpHaCwpKcFkMhEeHs7MmTPp168fH374IWvWrKG2tpalS5feyn8aj6dwKSIiIt+o3bt3k5eXR1NTk8vxM2fOYDKZqKysvOFapaWlBAQEYDAY8Pb2dhlEf/GLX3Dp0iUWL15MZGRkh7EjR47Q0NBATEwMAK+88goDBgzgrbfe4s477wTg6aefZu3atbz77rv88Y9/5LHHHuPq1avk5+czZMgQtm7dSr9+/QCYNm0a2dnZFBcXM3XqVKfz9Qa9c79WREREusXChQvJzs4mODiY+Ph4p/EdO3aQnJzMoUOHSE1NveF6ZWVlGI3GTm9BHzp0iF//+tc88MADJCUlOY2bzWZCQkK47777OHv2LCdOnODhhx92BMvrEhISAByBt6amhubmZhISEhzB8rrJkycD13ZBeyPtXIqIiPQg33//XHe30Kn/eDL0K69x/Phx0tPTSUlJYcuWLU7jtbW1xMbGkpGRgY+Pj8ua61pbW6msrGTJkiWd1qxduxYfHx8WLVrkctxsNjNhwgQAgoOD2bZtG3379nWqu3DhAoAjxBoMBgoLCxk0aJBTrdVq7VDb2yhcioiI9CD7Gj7r7ha+VgUFBU4vxXxeenq6Y/zUqVNdrrVv3z5sNpsjHH5RaWkpVVVVJCYm8u1vf9tpvKmpiZqaGlJSUgDw9fXl3nvvdbnW22+/DeB48cjPz4+hQ4c61dlsNgoKCjrU9ja9M1KLiIhIt+gqWN7M+OeVlpYSGRlJYGCgy/F3330XHx8f/vEf/9HleHl5OV5eXjz44INdnmfz5s1UVFQwatQoHnrooS5rV61axbFjx4iLi2PkyJE3dR23G4VLERER8Ujl5eWOF3G+yGKxUFFRwSOPPEJYWJjLGrPZTHR0NAMGDOj0HJs3b2bjxo0EBQWxcuXKTm91t7W1sXLlSoqKiggPD+/yVv3tTuFSREREPM7Ro0c5ffp0p+Fy9+7dwP+8XPNF7e3tXYZTm83GypUr2bhxI6GhoWzYsKHTkNra2kpWVhbbt29n2LBhbNiwgYCAgFu4qtuDnrkUERHpQcaH9OnuFjyC2WwmKCiI0aNHuxz/05/+hL+/P0aj0eX4xx9/jNVqdRkuW1paePnllykrK2PYsGGsW7eOwYMHu1zn/PnzZGZmcvjwYcaOHcvq1avx9/e/9Qu7DShcioiI9CDueCO7NzCbzRiNRry8vJzGLl++zMcff8zDDz+Mr6/rqGM2mxk8eDDDhw/vcLy1tZUXX3yRqqoqHnjgAfLz8xk4cKDLNS5cuEBaWhoWi4X4+HhMJhN9+uh/DnRbXERERDxKc3MzVVVVnd7Srq2txW63d7qrCR0/QfR5eXl5VFVVMWnSJF599dVOg6Xdbmfx4sVYLBaSkpLIzc1VsPx/tHMpIiIiHqWiooL29vZOb3lbLBYAvvWtb7kcb2xsdPmR9urqaj744AP69OnDhAkT2LVrl9PcsLAwoqKi2LVrF1VVVfj7+2MwGNi5c6dT7YgRI7r86crblcKliIiIeBSz2YzBYOj02cZPP/0UoNNdx/Lycnx8fBg/fnyH4xUVFQB89tln5Ofnu5ybkJBAVFSUo7apqYkVK1a4rJ01a1avDJdejY2N7d3dhIiISG/R0NBASEhId7chHq4n/zvSM5ciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiItItampqMBqNHDhwwOW4zWZjxowZLF++vMt1EhMT2bhxo+PvP/zhDzz33HNMmjSJ733ve8ybN4//+q//6nR+bm4uL7zwguPvyspKXnzxRR599FFiY2OZOnUqb7zxBlevXnWau2fPHubMmUNcXBwTJ05k+vTpFBQU0NbWdqPLv20pXIqIiMg37sSJE2RlZXUawux2OyaTidra2i7XsVgs1NfXM2HCBAAKCgpYunQply9fJj09ndTUVD755BPmzJlDZWWlyzXKy8uJiYkB4ODBg6Snp/PJJ5+QkpLCwoULGT58OJs2bSIzM7NDvyUlJSxatAir1crMmTOZN28egYGBrFmzhry8vFv5z3Jb8O3uBkRERKR32b17N3l5eTQ1NbkcP3PmDCaTqdMw+HmlpaUEBARgMBiw2Wy88cYbBAcHs2nTJgYNGgTA9773PaZPn84vfvEL3nzzzQ7zjxw5QkNDgyNcvvLKKwwYMIC33nqLO++8E4Cnn36atWvX8u677/LHP/6Rxx57jKtXr5Kfn8+QIUPYunUr/fr1A2DatGlkZ2dTXFzM1KlTiYyMvOX/Tp5KO5ciIiLyjVm4cCHZ2dkEBwcTHx/vNL5jxw6Sk5M5dOgQqampN1yvrKwMo9GIt7c3jY2NXLx4kejoaEewBLj33nsZPny4y11Qs9lMSEgI9913H2fPnuXEiRM8/PDDjmB5XUJCAoAj8NbU1NDc3ExCQoIjWF43efJk4NouaG+knUsREZEepP+K9O5uoVOtOf/yldc4fvw46enppKSksGXLFqfx2tpaYmNjycjIwMfHx2WNo5/WViorK1myZAkAf/d3f4e/vz/Hjx+nvb0dLy8vAK5cucKZM2cICQlxWsNsNjtuqQcHB7Nt2zb69u3rVHfhwgUAvL2v7csZDAYKCws7hNjrrFZrh9reRuFSRESkB/E5eqi7W/haFRQU4Ofn1+l4enq6Y/zUqVNdrrVv3z5sNpsjHPr4+JCVlcWyZctYuXIlKSkp2Gw2Xn/9dRobG3nxxRc7zG9qaqKmpoaUlBQAfH19uffee12e6+233wZg3LhxAPj5+TF06FCnOpvNRkFBQYfa3kbhUkRERL4xXQXLmxn/vNLSUiIjIwkMDHQci4mJ4Yc//CG//e1v+d3vfuc4/uKLLzpubV9XXl6Ol5cXDz74YJfn2bx5MxUVFYwaNYqHHnqoy9pVq1Zx7Ngx4uLiGDly5E1fy+1E4VJEREQ8Unl5OU899ZTj7ytXrjBnzhzq6up47LHH+N73vsfVq1cpLi7m1Vdf5cqVK/z4xz921JvNZqKjoxkwYECn59i8eTMbN24kKCiIlStXdnqru62tjVWrVlFUVER4eLjjVn1vpHApIiIiHufo0aOcPn3a8ZY3XPs0UF1dHVOnTiU7O9tx/IknnmDevHls3LiRhx56iBEjRtDe3k55eTnPPvusy/VtNhurV69m+/bthIaG8otf/IKwsDCXta2trSxdupQ//elPDBs2jNdee42AgAD3XrAHUbgUERHpQezDe9+na26F2WwmKCiI0aNHO47V1dUBdNjNBPDy8mLKlClUVFSwf/9+RowYwccff4zVau0QTq9raWnh5ZdfpqysjGHDhrFu3ToGDx7sso/z58+TmZnJ4cOHGTt2LKtXr8bf39+NV+p5FC5FRER6EHe8kd0bmM1mjEaj441wgD59+gC4/DC73W4HoL293TF/8ODBDB8+vENda2srL774IlVVVTzwwAPk5+czcOBAlz1cuHCBtLQ0LBYL8fHxmEwmRw+9We98R15EREQ8VnNzM1VVVU67jrGxsQC89957HY7bbDZ+85vfdHh55/OfIPq8vLw8qqqqmDRpEq+++mqnwdJut7N48WIsFgtJSUnk5uYqWP4/2rkUERERj1JRUUF7eztGo7HD8fHjx/PUU09RXFzMhQsXeOSRR7h69SolJSXU1taSmprK8OHDaWxsdPmR9urqaj744AP69OnDhAkT2LVrl9O5w8LCiIqKYteuXVRVVeHv74/BYGDnzp1OtSNGjCAiIsKt1+4JFC5FRETEo5jNZgwGg8tnG//3//7fjBkzhu3bt7N+/Xq8vLwYMWIEK1as4PHHHweuvWXu4+PD+PHjO8ytqKgA4LPPPiM/P9/luRMSEoiKinLUNjU1sWLFCpe1s2bN6pXh0quxsbG9u5sQERHpLRoaGlz+UozIl9GT/x3pmUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxEREekWNTU1GI1GDhw44HLcZrMxY8YMli9f3uU6iYmJbNy40fF3cXExzz77LBMnTuTJJ58kLy+Ps2fPdjo/NzeXF154wfF3ZWUlL774Io8++iixsbFMnTqVN954g6tXrzrN3bNnD3PmzCEuLo6JEycyffp0CgoKaGtru9Hl37YULkVEROQbd+LECbKysjoNYXa7HZPJRG1tbZfrWCwW6uvrmTBhAgCvvfYaubm5XL58mRdeeIGpU6diNptJTU3FYrG4XKO8vJyYmBgADh48SHp6Op988gkpKSksXLiQ4cOHs2nTJjIzMzv0W1JSwqJFi7BarcycOZN58+YRGBjImjVryMvLu5X/LLcF3+5uQERERHqX3bt3k5eXR1NTk8vxM2fOYDKZqKysvOFapaWlBAQEYDAYOHr0KFu3biU8PJx//dd/ZeDAgQA8+eSTTJs2jX/+539mw4YNHeYfOXKEhoYGR7h85ZVXGDBgAG+99RZ33nknAE8//TRr167l3Xff5Y9//COPPfYYV69eJT8/nyFDhrB161b69esHwLRp08jOzqa4uJipU6cSGRl5y/+dPJV2LkVEROQbs3DhQrKzswkODiY+Pt5pfMeOHSQnJ3Po0CFSU1NvuF5ZWRlGoxFvb28+/PBD2tvb+fGPf+wIlgAhISE8+eSTHDhwwGn30mw2ExISwn333cfZs2c5ceIEDz/8sCNYXpeQkADgCLw1NTU0NzeTkJDgCJbXTZ48Gbi2C9obaedSRESkB2ndv6C7W+hU/wfWfeU1jh8/Tnp6OikpKWzZssVpvLa2ltjYWDIyMvDx8XFZc11rayuVlZUsWbIEwPFcZUREhFPtvffeC8DHH39MeHi447jZbHbcUg8ODmbbtm307dvXaf6FCxcA8Pa+ti9nMBgoLCxk0KBBTrVWq7VDbW+jcCkiItKDtDUd7u4WvlYFBQX4+fl1Op6enu4YP3XqVJdr7du3D5vN5giH/fv3B6C5udmptrGxEYDz5887jjU1NVFTU0NKSgoAvr6+jhD6RW+//TYA48aNA8DPz4+hQ4c61dlsNgoKCjrU9ja9M1KLiIhIt+gqWN7M+OeVlpYSGRlJYGAgANHR0QD84Q9/6FDX1tbG7t27Abhy5YrjeHl5OV5eXjz44INdnmfz5s1UVFQwatQoHnrooS5rV61axbFjx4iLi2PkyJE3fS23E+1cioiIiEcqLy/nqaeecvz90EMPMWrUKH77299yxx13kJCQwNWrV/nXf/1Xzp07B1zbnbzObDYTHR3NgAEDOj3H5s2b2bhxI0FBQaxcubLTW91tbW2sWrWKoqIiwsPDHbfqeyPtXIqIiIjHOXr0KKdPn3a85Q3XguPatWsZP348//Zv/8a0adP4h3/4By5fvszLL78MgL+/PwDt7e0dPkH0RTabjZUrV7Jx40ZCQ0PZsGEDYWFhLmtbW1vJyspi+/btDBs2jA0bNhAQEODmK/Yc2rkUERHpQbz9R3V3Cx7BbDYTFBTE6NGjOxwPDg7mF7/4BadOneLs2bN861vf4q677qK4uBiAIUOGANde7LFarS7DZUtLCy+//DJlZWUMGzaMdevWMXjwYJd9nD9/nszMTA4fPszYsWNZvXq1I8D2VgqXIiIiPYg73sjuDcxmM0ajES8vL8exc+fOUV5eTnR0NOHh4XzrW9/qUN+3b18MBoPj78GDBzN8+PAO67a2tvLiiy9SVVXFAw88QH5+fofPGn3ehQsXSEtLw2KxEB8fj8lkok+fPl/D1XoW3RYXERERj9Lc3ExVVZXTruNnn33Gz372M958880Oxw8cOMCHH35IYmKi443yz3+C6PPy8vKoqqpi0qRJvPrqq50GS7vdzuLFi7FYLCQlJZGbm6tg+f9o51JEREQ8SkVFBe3t7RiNxg7Hw8LCeOKJJ9ixYwdeXl585zvf4a9//SsFBQUMHz6c2bNnA9c+S+TqI+3V1dV88MEH9OnThwkTJrBr1y6nc4eFhREVFcWuXbuoqqrC398fg8HAzp07nWpHjBjh8pubtzuFSxEREfEoZrMZg8Hg8tnGn/70p9xzzz2UlJTwn//5n4SEhPD3f//3pKamOj54Xl5ejo+PD+PHj+8wt6KiAri2A5qfn+/y3AkJCURFRTlqm5qaWLFihcvaWbNm9cpw6dXY2Nje3U2IiIj0Fg0NDYSEhHR3G+LhevK/Iz1zKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIi3aKmpgaj0ciBAwdcjttsNmbMmMHy5cu7XCcxMZGNGze6HMvPz2fKlCmdzv3oo494/vnn+d73vsf3v/99cnJyOHv2bKf16enpmEwmx9979uxhzpw5xMXFMXHiRKZPn05BQQFtbW1Oc4uLi3nuueeYNGkSkyZNIjU1lZ07d3Z5bZ5I4VJERES+cSdOnCArK8tlCAOw2+2YTCZqa2u7XMdisVBfX8+ECROcxgoLC9m2bVunc3fu3MlLL72EzWZjzpw5JCcnO8Km1Wp1qm9paaGqqoqYmBgASkpKWLRoEVarlZkzZzJv3jwCAwNZs2YNeXl5HeZu3ryZ3NxcvL29SUtLY+7cudjtdnJycti0aVOX1+hpfLu7AREREelddu/eTV5eHk1NTS7Hz5w5g8lkorKy8oZrlZaWEhAQgMFgcBy7fPky69ev7zJYtra28vOf/5wRI0bwxhtv0LdvXwCMRiOzZ8/mV7/6FdnZ2R3m7N27l7a2NoxGI1evXiU/P58hQ4awdetW+vXrB8C0adPIzs6muLiYqVOnEhkZydmzZ9m0aRPR0dG8/vrr+Pj4OGpnz57Nm2++yZQpUwgJCbnh9XoChUsREZEe5I1/X9HdLXTqhYScr7zGwoULKS0t5dvf/jZGo5EPPvigw/iOHTtYuXIlAKmpqWzZsqXL9crKyjAajXh7X7sZW1dXx4svvsj58+dJTEyktLTU5bw///nPNDY2kp6e7giWAFFRUXznO99h586dZGZm0qdPnw7nGjNmDAEBARw8eJDm5mZmzJjhCJbXTZ48md27d3Pw4EEiIyPZv38/drudxMRER7AE8PX1JT4+nv/+7/+murqaRx999Mb/AT2AwqWIiEgPcrLhaHe38LU6fvw46enppKSkuAyOtbW1xMbGkpGRgY+PT5fhsrW1lcrKSpYsWeI4Vl9fT0hICMuXL2f8+PGdPm9ZU1MD0GHH87oxY8ZQWVnJ8ePHiYiIcBw3m80kJiY65hUWFjJo0CCn+ddvqV8PvI888gijRo0iNDT0hrW3A4VLERER+cYUFBTg5+fX6Xh6erpj/NSpU12utW/fPmw2W4fnLWNiYoiLi7thH+fOnQNg8ODBTmN33XWX4/zXw2VdXR3nzp0jNjYWAD8/P4YOHeo012azUVBQAMC4ceMA6N+/P8OHD3eqvXjxIkVFRfj6+hIdHX3Dnj3F7ROTRUREpMfrKljezPjnlZaWEhkZSWBg4Jeef+nSJeBa8Pui67fJW1tbHcfMZjPBwcGMHDmyy3VXrVrFsWPHiIuL67LWZrOxdOlSGhsbSU5OJigo6Kb69gQKlyIiIuKRysvLHW9u36r29vZOxz7/fKTZbCYmJgYvLy+XtW1tbaxcuZKioiLCw8M73Kr/oitXrpCdnY3ZbCY6OpqMjIxbv4AeSLfFRUREepB7Qpxvn4qzo0ePcvr06VsOl3fccQdw7c3ygQMHdhi7fPkygOP4pUuXqK6uJjk52eVara2tLF26lD/96U8MGzaM1157jYCAAJe1VquVl156iZqaGu6//37WrFnzpXZrPYHCpYiISA/ijjeyewOz2UxQUBCjR4++pfnf+ta3gGvPXn4xXF5/HvP6Czjl5eXAtc8UfdH58+fJzMzk8OHDjB07ltWrV+Pv7+/ynBaLhQULFlBfX8+jjz7KsmXLOrypfrvQbXERERHxOGazGaPR2Olt6hsZM2YMAP/93//tNFZTU8PAgQP59re/DVz7BFFUVJRTCL1w4QJpaWkcPnyY+Ph4XnvttS6D5Zw5c6ivr2fGjBm88sort2WwBIVLERER8TDNzc0dfinnVkycOBF/f3/ee+89rly54jheXV1NVVUVCQkJeHt7097eTllZmdO57HY7ixcvxmKxkJSURG5ubodvYn5eS0sLmZmZWK1WMjIymD9//i2HYk+g2+IiIiLiUSoqKmhvb3d5m/pm9evXjwULFrBixQpeeOEFfvjDH2K1WnnnnXe4++67mTlzJgBHjhzh/PnzTuFy165dVFVV4e/vj8FgcPkb4SNGjCAiIoLCwkJOnjxJWFgYoaGhlJSUONVGRUURFhZ2y9fTkyhcioiIiEcxm80YDIZOb0HfrCeffJL+/fvz1ltvsXbtWgYNGsRDDz1Eenq649NAZrOZ0NDQDh9Th2sBF6CpqYkVK1z/qtKsWbOIiIhg7969wLUPvJtMJpe1OTk5t0249GpsbOz8HXwRERFxq4aGhtvmN6Sl+/Tkf0d65lJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERES6RU1NDUajkQMHDrgct9lszJgxg+XLl3e5TmJiIhs3bnQ5lp+fz5QpU75SHwCVlZU8+OCD1NfXA9DY2Mjq1auZMmUKMTExxMfH8/LLL3P8+HGnuadPn2b58uU88cQTTJgwgSeeeILc3FwaGhq67MtT+XZ3AyIiItL7nDhxgqysLNra2lyO2+12TCYTtbW1REREdLqOxWKhvr6eCRMmOI0VFhaybds27r777lvu4zqz2cy9995LWFgYV65cIS0tjWPHjvHkk08SGRnJqVOn+M1vfkN5eTmbNm1i+PDhAHz66ac8//zzXLx4kcTERIYOHcrRo0f53e9+x969e9myZQt33nlnl+f2NAqXIiIi8o3avXs3eXl5NDU1uRw/c+YMJpOJysrKG65VWlpKQEAABoPBcezy5cusX7+ebdu2faU+vniemJgYAN59912OHj3Kyy+/TGJioqPmscceY+bMmbz22musXbsWgNdff53z58/z6quvdgjA3/3ud3nppZd48803ycrKuuH5PYlui4uIiMg3ZuHChWRnZxMcHEx8fLzT+I4dO0hOTubQoUOkpqbecL2ysjKMRiPe3tciTV1dHUlJSWzbto3ExERCQ0NvqY/Pa2ho4JNPPiE2NhaAvXv30qdPH374wx92qBs1ahTDhg3j4MGDjmN79+4lLCzMaWf1oYceYuDAgR1qbxfauRQREelBioqKuruFTt3o2cWbcfz4cdLT00lJSWHLli1O47W1tcTGxpKRkYGPj4/LmutaW1uprKxkyZIljmP19fWEhISwfPlyxo8f32nPN+rj80pLS+nfvz9jx44FIDc3F6vVio+PT4e69vZ2Pv30U0fQBdi4cSMtLS0ue29tbe1Qe7tQuBQREelBzp07190tfK0KCgrw8/PrdDw9Pd0xfurUqS7X2rdvHzabrcOuYExMDHFxcV+5j88zm8088MADjvo777zT5XOSf/jDHzh//jwPPfSQ49hdd93lcs13330Xu93OAw88cFM9eJLbLy6LiIhIj3WjQHezgQ+u7ShGRkYSGBj4peffbJ3NZmPfvn2O5y07c/ToUVavXo2Pjw/PP/98l7X79u1j8+bNDBgwgGefffam+vAkCpciIiLikcrLy28Y+r6q/+//+/9obm7u8jxHjhwhPT2dixcv8k//9E+MHj2609ry8nL+6Z/+iba2NpYvX97pzqYnU7gUERERj3P06FFOnz79tYdLs9nMt7/97U4/Z1RaWsrcuXNpbGzkn/7pn3j66ac7Xev3v/89mZmZ2O12fvazn3W4fX470TOXIiIiPUhnbzdLR2azmaCgoC53Cd2htLTU8Zb4F/3mN7/h//yf/4O3tzcrVqzgBz/4QafrbNiwgX/9139l4MCBrFq1ivHjx39dLXc7hUsREZEexB1vZPcGZrMZo9GIl5fX13aOM2fOcOzYMRYtWuQ09u6777J27Vr8/f3Jz8/n/vvv73Sdn//857z33nsMHjyYtWvXOj6wfrvSbXERERHxKM3NzVRVVX3tt8RLS0sZMGAA3/nOdzocLysrY926dQQEBLBx48Yug+X27dt57733GDJkSIdf7rmdaedSREREPEpFRQXt7e0Yjcav9Txms5nx48fj69sxLv385z+nvb2dSZMmUVtbS21trdPcyZMn09rayi9/+UsA4uLiXP52ef/+/W/q00meROFSREREPIrZbMZgMODv7/+1neOzzz5j//79LFy4sMPxM2fOYLFYAHj//fd5//33Xc6fPHkyH3/8seOnJX/961+7rLv77rtvu3Dp1djY2N7dTYiIiPQWDQ0NhISEdHcb4uF68r8jPXMpIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiLdoqamBqPRyIEDB1yO22w2ZsyYwfLly7tcJzExkY0bN7ocy8/PZ8qUKZ2u//bbbzN9+nQmTpxIXFwcc+fOpaysrNNzpaenYzKZHH/v2bOHOXPmEBcXx8SJE5k+fToFBQW0tbU5zS0uLua5555j0qRJTJo0idTUVHbu3NnltXkihUsRERH5xp04cYKsrCyXIQzAbrdjMpmora3tch2LxUJ9fT0TJkxwGissLGTbtm2dzv3nf/5nXn31Ve68807mz5/PzJkzOXfuHAsWLOD99993qm9paaGqqoqYmBgASkpKWLRoEVarlZkzZzJv3jwCAwNZs2YNeXl5HeZu3ryZ3NxcvL29SUtLY+7cudjtdnJycti0aVOX1+hpfLu7AREREelddu/eTV5eHk1NTS7Hz5w5g8lkorKy8oZrlZaWEhAQgMFgcBy7fPky69ev7zJYVldX8/vf/574+Hh+9rOfOY5PnTqVZ599lnXr1vGDH/yAPn36OMb27t1LW1sbRqORq1evkp+fz5AhQ9i6dSv9+vUDYNq0aWRnZ1NcXMzUqVOJjIzk7NmzbNq0iejoaF5//XV8fHwctbNnz+bNN99kypQphISE3PB6PYF2LkVEROQbs3DhQrKzswkODiY+Pt5pfMeOHSQnJ3Po0CFSU1NvuF5ZWRlGoxFv72uRpq6ujqSkJLZt20ZiYiKhoaEu51VUVADXwuTnDRw4kIcffpimpibq6uqczjVmzBgCAgKoqamhubmZhIQER7C8bvLkyQAcPHgQgP3792O320lMTHQESwBfX1/i4+Ox2WxUV1ff8Fo9hXYuRUREepCCH73d3S10atrvnv3Kaxw/fpz09HRSUlLYsmWL03htbS2xsbFkZGTg4+Pjsua61tZWKisrWbJkieNYfX09ISEhLF++nPHjx3f6vOUzzzzDQw89RHh4uNOY1WoF6BAEAcxmM4mJiQAYDAYKCwsZNGhQp/OvB95HHnmEUaNGuQy6X6y9HShcioiI9CBnKk93dwtfq4KCAvz8/DodT09Pd4yfOnWqy7X27duHzWbr8LxlTEwMcXFxN+xj4MCB3HfffU7H6+vr+fDDDwkICGD48OGO43V1dZw7d47Y2FgA/Pz8GDp0qNN8m81GQUEBAOPGjQOgf//+Hda67uLFixQVFeHr60t0dPQNe/YUt09MFhERkR6vq2B5M+OfV1paSmRkJIGBgbc0/4suXbrEyy+/zNWrV5k1axa+vv+zB2c2mwkODmbkyJFdrrFq1SqOHTtGXFxcl7U2m42lS5fS2NhIcnIyQUFBt9x3T6NwKSIiIh6pvLzc8eb2V/W3v/2N+fPnc/jwYR577DH+/u//vsO42WwmJiYGLy8vl/Pb2tpYuXIlRUVFhIeHd7hV/0VXrlwhOzsbs9lMdHQ0GRkZbrmGnkLhUkRERDzO0aNHOX36tFvC5cmTJ3n++eepqanh+9//PitWrOgQIi9dukR1dbXLzx3BtWc/s7Ky2L59O8OGDWPDhg0EBAS4rLVaraSlpfHRRx9x//33s27duq+029oT6ZlLERGRHmTw2Lu7uwWPYDabCQoKYvTo0V9pnerqal566SUaGxt55plnWLBggdPLNeXl5QAYjUan+efPnyczM5PDhw8zduxYVq9ejb+/v8tzWSwWFixYQH19PY8++ijLli2jb9++X6n/nkjhUkREpAdxxxvZvYHZbMZoNHZ6m/pmVFVVMX/+fK5cuUJmZibPPPOMy7qysjKioqIYOHBgh+MXLlwgLS0Ni8VCfHw8JpOpw3cxP89isTBnzhysViszZsxg3rx5X6n3nky3xUVERMSjNDc3d/ilnFvR0NDAokWLuHz5MsuWLes0WLa3t1NWVuZ0LrvdzuLFi7FYLCQlJZGbm9tpsGxpaSEzMxOr1UpGRgbz58+/bYMlaOdSREREPExFRQXt7e0ub1PfrE2bNtHY2IjBYKC9vZ2SkhKnmgcffJCGhgbOnz/vFC537dpFVVUV/v7+GAwGl78RPmLECCIiIigsLOTkyZOEhYURGhrq8lxRUVGEhYXd8vX0JAqXIiIi4lHMZjMGg6HTZxtvxt69ewGoqamhpqbGZc2GDRuoqqoiNDSUiIiIDmPXf+GnqamJFStWuJw/a9YsIiIiHOeqr6/HZDK5rM3JybltwqVXY2Nje3c3ISIi0ls0NDTcNr8hLd2nJ/870jOXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiLSLWpqajAajRw4cMDluM1mY8aMGSxfvrzLdRITE9m4caPLsfz8fKZMmeJyrK2tjaKiImbMmMHDDz/ME088wcqVK7FarZ2eKz09HZPJ5Ph7z549zJkzh7i4OCZOnMj06dMpKCigra3NaW5xcTHPPfcckyZNYtKkSaSmprJz584ur80TKVyKiIjIN+7EiRNkZWW5DGEAdrsdk8lEbW1tl+tYLBbq6+uZMGGC01hhYSHbtm3rdO6//Mu/kJeXR1BQEPPmzSMhIYGSkhJSU1NpbGx0qm9paaGqqoqYmBgASkpKWLRoEVarlZkzZzJv3jwCAwNZs2YNeXl5HeZu3ryZ3NxcvL29SUtLY+7cudjtdnJycti0aVOX1+hpfLu7AREREelddu/eTV5eHk1NTS7Hz5w5g8lkorKy8oZrlZaWEhAQgMFgcBy7fPky69ev7zJY1tfX82//9m/ExMSwbt06x/HIyEiys7N59913SUtL6zBn7969tLW1YTQauXr1Kvn5+QwZMoStW7fSr18/AKZNm0Z2djbFxcVMnTqVyMhIzp49y6ZNm4iOjub111/Hx8fHUTt79mzefPNNpkyZQkhIyA2v1xNo51JERES+MQsXLiQ7O5vg4GDi4+Odxnfs2EFycjKHDh0iNTX1huuVlZVhNBrx9r4Waerq6khKSmLbtm0kJiYSGhrqct6pU6cwGAwkJyd3OP7d734XgCNHjrg815gxYwgICKCmpobm5mYSEhIcwfK6yZMnA3Dw4EEA9u/fj91uJzEx0REsAXx9fYmPj8dms1FdXX3Da/UU2rkUERHpQb7//rnubqFT//Gk66D2ZRw/fpz09HRSUlLYsmWL03htbS2xsbFkZGTg4+Pjsua61tZWKisrWbJkieNYfX09ISEhLF++nPHjx3f6vOX48eMZP3680/HDhw8DcPfddzuNmc1mEhMTATAYDBQWFjJo0CCnuuvPbF4PvI888gijRo1yGXS/WHs7ULgUERHpQfY1fNbdLXytCgoK8PPz63Q8PT3dMX7q1Kku19q3bx82m63D85YxMTHExcV9qZ7a2to4c+YMVVVVvPbaawQEBPDss892qKmrq+PcuXPExsYC4Ofnx9ChQ53WstlsFBQUADBu3DgA+vfvz/Dhw51qL168SFFREb6+vkRHR3+pnnsyhUsRERH5xnQVLG9m/PNKS0uJjIwkMDDwluZfd/ToUUeY9PHxYcmSJQwZMqRDjdlsJjg4mJEjR3a51qpVqzh27BhxcXFd1tpsNpYuXUpjYyPTp08nKCjoS/fdUylcioiIiEcqLy/nqaee+srr+Pv788orr3DlyhV+97vfsWLFCk6cOEF6erqjxmw2ExMTg5eXl8s12traWLVqFUVFRYSHh3e4Vf9FV65c4ac//Slms5no6GgyMjK+8jX0JLfPDX4RERHpNY4ePcrp06cdnwX6Ku666y4ee+wxEhISeP311xkzZgz/9m//Rn19PQCXLl2iurra5eeO4Nqzn1lZWWzfvp1hw4axYcMGAgICXNZarVbS0tL46KOPuP/++1m3bt0t7bb2ZNq5FBER6UHGh/Tp7hY8gtlsJigoiNGjR7t1XR8fHx577DH++7//myNHjhAWFkZ5eTkARqPRqf78+fNkZmZy+PBhxo4dy+rVq/H393e5tsViYcGCBdTX1/Poo4+ybNky+vbt69b+ewKFSxERkR7EHW9k9wZmsxmj0djpbeob2bx5M4WFhfziF7/gvvvu6zDW0tIC4Ah+ZWVlREVFMXDgwA51Fy5cIC0tDYvFQnx8PCaTiT59XP/PgcViYc6cOVitVmbMmMG8efNuufeeTrfFRURExKM0Nzd3+KWcWxEeHs6nn37K1q1bOxxvbGzkd7/7Hf7+/owdO5b29nbKysqczmW321m8eDEWi4WkpCRyc3M7DZYtLS1kZmZitVrJyMhg/vz5t22wBO1cioiIiIepqKigvb3d5W3qm/Xoo48yceJE/vCHP3Dp0iViY2NpbGzkt7/9LZ9++imvvPIKd9xxB4cPH+b8+fNO4XLXrl1UVVXh7++PwWBw+RvhI0aMICIigsLCQk6ePElYWBihoaGUlJQ41UZFRREWFnbL19OTKFyKiIiIRzGbzRgMhk6fbbwZXl5e5Ofn8/bbb/P+++/z85//nDvuuIPo6Gief/55IiMjHecKDQ0lIiKiw/yKigoAmpqaWLFihctzzJo1i4iICPbu3Qtc+8C7yWRyWZuTk3PbhEuvxsbG9u5uQkREpLdoaGi4bX5DWrpPT/53pGcuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRUREpFvU1NRgNBo5cOCAy3GbzcaMGTNYvnx5l+skJiayceNGl2P5+flMmTLlpvopKyvju9/9Lm+88UanNenp6ZhMJsffe/bsYc6cOcTFxTFx4kSmT59OQUEBbW1tTnOLi4t57rnnmDRpEpMmTSI1NZWdO3feVG+eROFSREREvnEnTpwgKyvLZQgDsNvtmEwmamtru1zHYrFQX1/PhAkTnMYKCwvZtm3bTfXT2NjIihUraG9v77SmpaWFqqoqYmJiACgpKWHRokVYrVZmzpzJvHnzCAwMZM2aNeTl5XWYu3nzZnJzc/H29iYtLY25c+dit9vJyclh06ZNN9Wjp/Dt7gZERESkd9m9ezd5eXk0NTW5HD9z5gwmk4nKysobrlVaWkpAQAAGg8Fx7PLly6xfv/6mgyXAz372My5evNhlzd69e2lra8NoNHL16lXy8/MZMmQIW7dupV+/fgBMmzaN7OxsiouLmTp1KpGRkZw9e5ZNmzYRHR3N66+/jo+Pj6N29uzZvPnmm0yZMoWQkJCb7rcn086liIiIfGMWLlxIdnY2wcHBxMfHO43v2LGD5ORkDh06RGpq6g3XKysrw2g04u19LdLU1dWRlJTEtm3bSExMJDQ09IZr/OY3v6G0tJTZs2ff8FxjxowhICCAmpoampubSUhIcATL6yZPngzAwYMHAdi/fz92u53ExERHsATw9fUlPj4em81GdXX1Dfv0FNq5FBER6UH6r0jv7hY61ZrzL195jePHj5Oenk5KSgpbtmxxGq+trSU2NpaMjAx8fHxc1jj6aW2lsrKSJUuWOI7V19cTEhLC8uXLGT9+/A2ft7RYLLz66qvMnDmzw+6nK2azmcTERAAMBgOFhYUMGjTIqc5qtQI4Au8jjzzCqFGjXAbdL9beDhQuRUREehCfo4e6u4WvVUFBAX5+fp2Op6enO8ZPnTrV5Vr79u3DZrN1eN4yJiaGuLi4m+rFZrOxdOlShg0bxo9//GOqqqo6ra2rq+PcuXPExsYC4Ofnx9ChQ12uWVBQAMC4ceMA6N+/P8OHD3eqvXjxIkVFRfj6+hIdHX1TPXsChUsRERH5xnQVLG9m/PNKS0uJjIwkMDDwluZv2LCB48ePs3XrVnx9u45EZrOZ4OBgRo4c2WXdqlWrOHbsGHFxcV3WXg+2jY2NTJ8+naCgoJvuu6e7ffZgRUREpFcpLy93vLn9ZR04cIC3336b+fPnEx4efsN6s9lMTEwMXl5eLsfb2tpYuXIlRUVFhIeHd7hV/0VXrlwhOzsbs9lMdHQ0GRkZt3QNPZXCpYiIiHico0ePcvr06VsKlxcvXmTZsmVERUXx2GOP0djYSGNjI5cuXQKuvW3e2NjI1atXAbh06RLV1dUuP3cE1579zMrKYvv27QwbNowNGzYQEBDgstZqtZKWlsZHH33E/fffz7p1677Ubqsn0G1xERGRHsQ+PLK7W/AIZrOZoKAgRo8e/aXn1tbWcvbsWc6ePevyjfVf//rX/PrXvyYnJ4cnn3yS8vJyAIxGo1Pt+fPnyczM5PDhw4wdO5bVq1fj7+/v8rwWi4UFCxZQX1/Po48+yrJly+jbt++X7r+nU7gUERHpQdzxRnZvYDabMRqNnd6m7kpERASvvfaa0/G6ujpeffVVJk+eTEJCAsOGDQOufYIoKiqKgQMHdqi/cOECaWlpWCwW4uPjMZlM9OnTx+U5LRYLc+bMwWq1MmPGDObNm3dLvXsChUsRERHxKM3NzVRVVbFs2bJbmu/v78+DDz7odPz6NyjDwsIc4+3t7ZSVlTFt2rQOtXa7ncWLF2OxWEhKSiI7O7vTsNjS0kJmZiZWq5WMjAyee+65W+rbUyhcioiIiEepqKigvb3d5W1qdzty5Ajnz593erZz165dVFVV4e/vj8FgcPkb4SNGjCAiIoLCwkJOnjxJWFgYoaGhlJSUONVGRUURFhb2tV3HN0nhUkRERDyK2WzGYDB0+myju88VGhpKREREh+MVFRUANDU1sWLFCpdzZ82aRUREBHv37gWufeDdZDK5rM3JybltwqVXY2Nj57/QLiIiIm7V0NBw2/yGtHSfnvzvSJ8iEhERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG38e3uBkRERKR3qqmpYdasWfzyl79k3LhxTuM2m43U1FQiIiIwmUydrpOYmMjjjz/OnDlznMby8/MpLS2lqKjIaezs2bM89dRTLte8++67Xc5JT08nJCSE5cuXA7Bnzx7eeecdjhw5gs1m45577uFHP/oRycnJeHt33MMrLi5m27Zt/OUvfwFg+PDhPPPMMzz++OOdXpsnUrgUERGRb9yJEyfIysqira3N5bjdbsdkMlFbW0tERESn61gsFurr65kwYYLTWGFhIdu2bePuu+92OfeTTz4BICUlhZEjR3YY69+/v1N9S0sLVVVV5OTkAFBSUoLJZCI8PJyZM2fSr18/PvzwQ9asWUNtbS1Lly51zN28eTMbN25kzJgxpKWl0d7ezs6dO8nJyeGvf/0rs2bN6vQaPY3CpYiIiHyjdu/eTV5eHk1NTS7Hz5w5g8lkorKy8oZrlZaWEhAQgMFgcBy7fPky69evZ9u2bV3OraurA2DKlCl8+9vfvuG59u7dS1tbG0ajkatXr5Kfn8+QIUPYunUr/fr1A2DatGlkZ2dTXFzM1KlTiYyM5OzZs2zatIno6Ghef/11fHx8HLWzZ8/mzTffZMqUKYSEhNywB0+gZy5FRETkG7Nw4UKys7MJDg4mPj7eaXzHjh0kJydz6NAhUlNTb7heWVkZRqPRcQu6rq6OpKQktm3bRmJiIqGhoZ3O/eSTT+jTpw/33HPPTfVeVlbGmDFjCAgIoKamhubmZhISEhzB8rrJkycDcPDgQQD279+P3W4nMTHRESwBfH19iY+Px2azUV1dfVM9eALtXIqIiPQgrfsXdHcLner/wLqvvMbx48dJT08nJSWFLVu2OI3X1tYSGxtLRkYGPj4+Lmuua21tpbKykiVLljiO1dfXO56JHD9+PFOmTOl0fl1dHeHh4fj6+tLe3s7ly5dd3g6/zmw2k5iYCIDBYKCwsJBBgwY51VmtVgBH4H3kkUcYNWqUy6D7xdrbgcKliIhID9LWdLi7W/haFRQU4Ofn1+l4enq6Y/zUqVNdrrVv3z5sNluH5y1jYmKIi4u7YR9XrlzhxIkTREREsHDhQvbv38+VK1e4++67mTFjBsnJyR3q6+rqOHfuHLGxsQD4+fkxdOhQp3VtNhsFBQUAjpeU+vfvz/Dhw51qL168SFFREb6+vkRHR9+wZ0+hcCkiIiLfmK6C5c2Mf15paSmRkZEEBgZ+6fl/+ctfsNvt1NXVER0dTWJiIp9++im/+c1vWL16NadPn2b+/PmOerPZTHBwsNOLP1+0atUqjh07RlxcXJe1NpuNpUuX0tjYyPTp0wkKCrqpvj2BwqWIiIh4pPLy8k4/JXQj/v7+zJkzh8jIyA47nwkJCfz4xz/mnXfeYcqUKYSHhwPXwmVMTAxeXl4u12tra2PVqlUUFRURHh7e4Vb9F125coWf/vSnmM1moqOjycjIuKVr6Klunxv8IiIi0mscPXqU06dPExMTc0vzw8LCeP75550+YeTr68vTTz9NW1sbe/fuBeDSpUtUV1e7/NwRXHv2Mysri+3btzNs2DA2bNhAQECAy1qr1UpaWhofffQR999/P+vWrftSu7WeQDuXIiIiPYi3/6jubsEjmM1mgoKCGD16tNvXvn6LuqWlBbi2QwpgNBqdas+fP09mZiaHDx9m7NixrF69Gn9/f5frWiwWFixYQH19PY8++ijLli2jb9++bu+/uylcioiI9CDueCO7NzCbzRiNxk5vU9/Iv/7rv/L73/+enJwcxo4d22Hs2LFjAAwZMgS49gmiqKgoBg4c2KHuwoULpKWlYbFYiI+Px2Qy0adPH5fns1gszJkzB6vVyowZM5g3b94t997T6ba4iIiIeJTm5maqqqpu+ZY4XAuO9fX1vPPOOx2OW61W3nnnHQIDA4mNjaW9vZ2ysjKnc9ntdhYvXozFYiEpKYnc3NxOg2VLSwuZmZlYrVYyMjKYP3/+bRssQTuXIiIi4mEqKipob293eZv6Zj322GO8//777Nmzh5/85CfExcXR2NjIb3/7W/72t7+Rn59P//79OXz4MOfPn3cKl7t27aKqqgp/f38MBgM7d+50OseIESOIiIigsLCQkydPEhYWRmhoKCUlJU61UVFRhIWF3fL19CQKlyIiIuJRzGYzBoOh02cbb4aXlxdr1qzh17/+NTt27ODnP/85d9xxB1FRUcyaNYvIyEjHuUJDQ51+37yiogKApqYmVqxY4fIcs2bNIiIiwvFiUH19PSaTyWVtTk7ObRMuvRobG9u7uwkREZHeoqGh4bb5DWnpPj3535GeuRQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERkW5RU1OD0WjkwIEDLsdtNhszZsxg+fLlXa6TmJjIxo0bXY7l5+czZcqUTudaLBaWLFlCfHw8Dz/8MP/4j//Izp07O61PT0/HZDI5/t6zZw9z5swhLi6OiRMnMn36dAoKCmhra3OaW1xczHPPPcekSZOYNGkSqampXZ7LUylcioiIyDfuxIkTZGVluQxhAHa7HZPJRG1tbZfrWCwW6uvrmTBhgtNYYWEh27Zt63TukSNHmDlzJgcOHGDatGmkp6cDkJOTQ0FBgVN9S0sLVVVVxMTEAFBSUsKiRYuwWq3MnDmTefPmERgYyJo1a8jLy+swd/PmzeTm5uLt7U1aWhpz587FbreTk5PDpk2burxGT+Pb3Q2IiIhI77J7927y8vJoampyOX7mzBlMJhOVlZU3XKu0tJSAgAAMBoPj2OXLl1m/fn2XwRIgNzeX9vZ2fvWrX3HPPfcAkJSUREpKCq+//jpJSUn06dPHUb93717a2towGo1cvXqV/Px8hgwZwtatW+nXrx8A06ZNIzs7m+LiYqZOnUpkZCRnz55l06ZNREdH8/rrr+Pj4+OonT17Nm+++SZTpkwhJCTkhtfrCbRzKSIiIt+YhQsXkp2dTXBwMPHx8U7jO3bsIDk5mUOHDpGamnrD9crKyjAajXh7X4s0dXV1JCUlsW3bNhITEwkNDXU5r7q6mtraWlJSUhzBEqBPnz7Mnz+fZ599lkuXLjmda8yYMQQEBFBTU0NzczMJCQmOYHnd5MmTATh48CAA+/fvx263k5iY6AiWAL6+vsTHx2Oz2aiurr7htXoK7VyKiIj0IG/8+4rubqFTLyTkfOU1jh8/Tnp6OikpKWzZssVpvLa2ltjYWDIyMvDx8XFZc11rayuVlZUsWbLEcay+vp6QkBCWL1/O+PHjO33ecv/+/QBMnDgRgPb2dlpaWhgwYIDjmcgvMpvNJCYmAmAwGCgsLGTQoEFOdVarFcAReB955BFGjRrlMuh+sfZ2oHApIiLSg5xsONrdLXytCgoK8PPz63Q8PT3dMX7q1Kku19q3bx82m63D85YxMTHExcXdsI/jx48DcMcdd/Czn/2MXbt20dLSQnBwMM8++yzPPvssXl5ejvq6ujrOnTtHbGwsAH5+fgwdOtRpXZvN5nhec9y4cQD079+f4cOHO9VevHiRoqIifH19iY6OvmHPnkLhUkRERL4xXQXLmxn/vNLSUiIjIwkMDPzS8y9evAjAokWLGDhwIC+99BK+vr789re/Zf369TQ0NLBw4UJHvdlsJjg4mJEjR3a57qpVqzh27BhxcXFd1tpsNpYuXUpjYyPTp08nKCjopvr2BAqXIiIi4pHKy8t56qmnbmnu1atXAejXrx9vvPEGvr7XItH3v/99nn/+eQoKCkhKSiI8PBy4Fi5jYmI67GZ+XltbG6tWraKoqIjw8PAOt+q/6MqVK/z0pz/FbDYTHR1NRkbGLV1DT3X73OAXERGRXuPo0aOcPn3a8VmgL6t///7AtbfDrwdLAB8fH5KSkmhra2Pfvn0AXLp0ierqapefO4Jrz35mZWWxfft2hg0bxoYNGwgICHBZa7VaSUtL46OPPuL+++9n3bp1X2q31hNo51JERKQHuSfE+dk8cWY2mwkKCmL06NG3NP+uu+4CIDg42Gns+rHm5mbg2g4pgNFodKo9f/48mZmZHD58mLFjx7J69Wr8/f1dntNisbBgwQLq6+t59NFHWbZsGX379r2l/nsyhUsREZEexB1vZPcGZrMZo9HY6W3qGzEYDPzf//t/+eSTT5zeDP/rX/8KwLe+9S3g2ieIoqKiGDhwYIe6CxcukJaWhsViIT4+HpPJ1OG7mJ9nsViYM2cOVquVGTNmMG/evFvuvafTbXERERHxKM3NzR1+KedWPPzww/j7+1NYWOj4HBBcu8VdWFjIgAEDiImJob29nbKyMqdz2e12Fi9ejMViISkpidzc3E6DZUtLC5mZmVitVjIyMpg/f/5tGyxBO5ciIiLiYSoqKmhvb3d5m/pm3XHHHSxZsoSf/vSnpKamMnXqVHx9ffn973/PX//6V5YuXcqAAQM4fPgw58+fdwqXu3btoqqqCn9/fwwGg8vfCB8xYgQREREUFhZy8uRJwsLCCA0NpaSkxKk2KiqKsLCwW76enkThUkRERDyK2WzGYDB0+mzjzfre977Hxo0b2bx5M1u2bKG9vZ2IiAjWrl3rCJNms5nQ0FAiIiI6zK2oqACgqamJFStcf/h+1qxZREREsHfvXuDaB95NJpPL2pycnNsmXHo1Nja2d3cTIiIivUVDQ8Nt8xvS0n168r8jPXMpIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm7j290NiIiISO9UU1PDrFmz+OUvf8m4ceOcxm02G6mpqURERGAymTpdJzExkccff5w5c+Y4jeXn51NaWkpRUVGH48uXL+ff//3fu+wvJyeHJ598ssOx9PR0QkJCWL58OQB79uzhnXfe4ciRI9hsNu655x5+9KMfkZycjLd3xz284uJitm3bxl/+8hcAhg8fzjPPPMPjjz/eZR+eRuFSREREvnEnTpwgKyuLtrY2l+N2ux2TyURtbS0RERGdrmOxWKivr2fChAlOY4WFhWzbto27777baSwxMZEHH3zQ6filS5dYu3Ytd9xxB/fff3+HsZaWFqqqqsjJyQGgpKQEk8lEeHg4M2fOpF+/fnz44YesWbOG2tpali5d6pi7efNmNm7cyJgxY0hLS6O9vZ2dO3eSk5PDX//6V2bNmtXpNXoahUsRERH5Ru3evZu8vDyamppcjp85cwaTyURlZeUN1yotLSUgIACDweA4dvnyZdavX8+2bds6nRcVFUVUVJTT8SVLlmC328nNzeVb3/pWh7G9e/fS1taG0Wjk6tWr5OfnM2TIELZu3Uq/fv0AmDZtGtnZ2RQXFzN16lQiIyM5e/YsmzZtIjo6mtdffx0fHx9H7ezZs3nzzTeZMmUKISEhN7xeT6BnLkVEROQbs3DhQrKzswkODiY+Pt5pfMeOHSQnJ3Po0CFSU1NvuF5ZWRlGo9FxC7quro6kpCS2bdtGYmIioaGhN93b7t27+Y//+A+efPJJlzuhZWVljBkzhoCAAGpqamhubiYhIcERLK+bPHkyAAcPHgRg//792O12EhMTHcESwNfXl/j4eGw2G9XV1TfdZ0+nnUsREZEe5IvPBvYkU6ZM+cprHD9+nPT0dFJSUtiyZYvTeG1tLbGxsWRkZODj4+Oy5rrW1lYqKytZsmSJ41h9fb3jmcjx48ffdM9Xr15l/fr1+Pv785Of/MRljdlsJjExEQCDwUBhYSGDBg1yqrNarQCOwPvII48watQol0H3i7W3A4VLERGRHuTcuXPd3cLXqqCgAD8/v07H09PTHeOnTp3qcq19+/Zhs9k67DLGxMQQFxf3pfv6/e9/T319PRkZGfzd3/2d03hdXR3nzp0jNjYWAD8/P4YOHepUZ7PZKCgoAHC8pNS/f3+GDx/uVHvx4kWKiorw9fUlOjr6S/fcU90+MVlERER6vK6C5c2Mf15paSmRkZEEBgbe0vzr2tvbee+99xg4cCBTp051WWM2mwkODmbkyJFdrrVq1SqOHTtGXFxcl7U2m42lS5fS2NhIcnIyQUFBX7rvnkrhUkRERDxSeXk5MTExX3mdvXv3cuLECZKSkhg4cKDLGrPZTExMDF5eXi7H29raWLlyJUVFRYSHh3e4Vf9FV65cITs7G7PZTHR0NBkZGV/5GnoShUsRERHxOEePHuX06dNuCZe7d+8G/udFnC+6dOkS1dXVLl/ygWvPfmZlZbF9+3aGDRvGhg0bCAgIcFlrtVpJS0vjo48+4v7772fdunW3tNvak+mZSxERkR7ky7zd3JuZzWaCgoIYPXr0V1qnvb2djz76iBEjRrh8LhKu7ZACGI1Gp7Hz58+TmZnJ4cOHGTt2LKtXr8bf39/lOhaLhQULFlBfX8+jjz7KsmXL6Nu371fqvydSuBQREelB3PFGdm9gNpsxGo2d3qa+WSdOnOD8+fNd/kpOWVkZUVFRTrfML1y4QFpaGhaLhfj4eEwmE3369HG5hsViYc6cOVitVmbMmMG8efO+cu89lW6Li4iIiEdpbm6mqqrKLbfEP/74Y4BOd0Db29spKytzOpfdbmfx4sVYLBaSkpLIzc3tNFi2tLSQmZmJ1WolIyOD+fPn37bBErRzKSIiIh6moqKC9vZ2l7epv6wTJ04AuPyJSIAjR45w/vx5p3C5a9cuqqqq8Pf3x2AwsHPnTqe5I0aMICIigsLCQk6ePElYWBihoaGUlJQ41UZFRREWFvaVr6cnULgUERERj2I2mzEYDJ0+2/hlfPrppwAuP4Z+/VyhoaFOv29eUVEBQFNTEytWrHA5d9asWURERLB3717g2gfeTSaTy9qcnJzbJlx6NTY2tnd3EyIiIr1FQ0PDbfMb0tJ9evK/Iz1zKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIt2ipqYGo9HIgQMHXI7bbDZmzJjB8uXLu1wnMTGRjRs3uhzLz89nypQpLsfa29spLCzkmWeeITY2lscee4ysrCyOHz/e6bnS09MxmUyOv/fs2cOcOXOIi4tj4sSJTJ8+nYKCAtra2pzmFhcX89xzzzFp0iQmTZpEamoqO3fu7PLaPJHCpYiIiHzjTpw4QVZWlssQBmC32zGZTNTW1na5jsViob6+ngkTJjiNFRYWsm3btk7nrlu3jv/zf/4Pd9xxBy+++CJ///d/z759+/jxj3+MxWJxqm9paaGqqoqYmBgASkpKWLRoEVarlZkzZzJv3jwCAwNZs2YNeXl5HeZu3ryZ3NxcvL29SUtLY+7cudjtdnJycti0aVOX1+hpfLu7AREREelddu/eTV5eHk1NTS7Hz5w5g8lkorKy8oZrlZaWEhAQgMFgcBy7fPky69ev7zJYWq1WCgoKGDFiBG+88Qa+vtci0QMPPMDcuXP51a9+xc9+9rMOc/bu3UtbWxtGo5GrV6+Sn5/PkCFD2Lp1K/369QNg2rRpZGdnU1xczNSpU4mMjOTs2bNs2rSJ6OhoXn/9dXx8fBy1s2fP5s0332TKlCmEhITc8Ho9gXYuRURE5BuzcOFCsrOzCQ4OJj4+3ml8x44dJCcnc+jQIVJTU2+4XllZGUajEW/va5Gmrq6OpKQktm3bRmJiIqGhoS7n/fWvf3UExevBEuD+++/H39+fI0eOuDzXmDFjCAgIoKamhubmZhISEhzB8rrJkycDcPDgQQD279+P3W4nMTHRESwBfH19iY+Px2azUV1dfcNr9RTauRQREelBCn70dne30Klpv3v2K69x/Phx0tPTSUlJYcuWLU7jtbW1xMbGkpGRgY+Pj8ua61pbW6msrGTJkiWOY/X19YSEhLB8+XLGjx/f6fOWQ4YMwdfXl7/85S8djlutVi5dusR9993nNMdsNpOYmAiAwWCgsLCQQYMGOdVZrVYAR+B95JFHGDVqlMug+8Xa24HCpYiISA9ypvJ0d7fwtSooKMDPz6/T8fT0dMf4qVOnulxr37592Gy2Ds9bxsTEEBcXd8M+goKCSE9P57XXXmPjxo0kJCTwt7/9jXXr1uHt7c3MmTM71NfV1XHu3DliY2MB8PPzY+jQoU7r2mw2CgoKABg3bhwA/fv3Z/jw4U61Fy9epKioCF9fX6Kjo2/Ys6dQuBQREZFvTFfB8mbGP6+0tJTIyEgCAwNvaf7jjz9OdXU1mzdvZvPmzQD4+PiQm5vL+PHjO9SazWaCg4MZOXJkl2uuWrWKY8eOERcX12WtzWZj6dKlNDY2Mn36dIKCgm66755O4VJEREQ8Unl5OU899dQtzb1w4QI//vGPOXfuHImJiRiNRv72t79RWFjI0qVLuXLlCgkJCY56s9lMTEwMXl5eLtdra2tj1apVFBUVER4e3uFW/RdduXKFn/70p5jNZqKjo8nIyLila+ipFC5FRETE4xw9epTTp087Pgv0ZRUUFHDmzBl+8pOf8I//+I+O45MnT+a5555j1apVTJgwgaCgIC5dukR1dTXJycku12ptbWXp0qX86U9/YtiwYbz22msEBAS4rLVarbz00kvU1NRw//33s2bNmi+12+oJFC5FRER6kMFj7+7uFjyC2WwmKCiI0aNH39L8uro6AH74wx92ON63b18mT57ML3/5S/7rv/6Lhx9+mPLycgCMRqPTOufPnyczM5PDhw8zduxYVq9ejb+/v8tzWiwWFixYQH19PY8++ijLli2jb9++t9R/T6ZwKSIi0oO4443s3sBsNmM0Gju9TX0j13cL7Xa709j1D7u3t7cD1z5BFBUVxcCBAzvUXbhwgbS0NCwWC/Hx8ZhMJvr06ePyfBaLhTlz5mC1WpkxYwbz5s275d57utvnvXcRERHpFZqbmzv8Us6tuP7W97vvvtvheEtLC++//z59+/blO9/5Du3t7ZSVlTmdy263s3jxYiwWC0lJSeTm5nYaLFtaWsjMzMRqtZKRkcH8+fNv22AJ2rkUERERD1NRUUF7e7vL29Q364knnuA//uM/+Ld/+zcsFgsTJkygqamJoqIi6uvryc7OJjAwkMOHD3P+/HmncLlr1y6qqqrw9/fHYDC4/I3wESNGEBERQWFhISdPniQsLIzQ0FBKSkqcaqOioggLC7vl6+lJFC5FRETEo5jNZgwGQ6fPNt4MX19f1q5dy69//WtKSkowm834+fkxevRosrKyHN/ONJvNhIaGEhER0WF+RUUFAE1NTaxYscLlOWbNmkVERAR79+4Frn3g3WQyuazNycm5bcKlV2NjY3t3NyEiItJbNDQ03Da/IS3dpyf/O9IzlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIi0i1qamowGo0cOHDA5bjNZmPGjBksX768y3USExPZuHGjy7H8/HymTJnicsxut/PrX/+a5ORkJk6cyJQpU3j11Vf529/+1um50tPTMZlMjr/37NnDnDlziIuLY+LEiUyfPp2CggLa2tqc5hYXF/Pcc88xadIkJk2aRGpqKjt37uzy2jyRwqWIiIh8406cOEFWVpbLEAbXgp/JZKK2trbLdSwWC/X19UyYMMFprLCwkG3btnU612QysX79evr37096ejpPPPEERUVFzJo1i08//dSpvqWlhaqqKmJiYgAoKSlh0aJFWK1WZs6cybx58wgMDGTNmjXk5eV1mLt582Zyc3Px9vYmLS2NuXPnYrfbycnJYdOmTV1eo6fx7e4GREREpHfZvXs3eXl5NDU1uRw/c+YMJpOJysrKG65VWlpKQEAABoPBcezy5cusX7++y2D55z//mQ8++ICxY8fy2muv0adPHwAeeeQR/vEf/5HXXnuNpUuXdpizd+9e2traMBqNXL16lfz8fIYMGcLWrVvp168fANOmTSM7O5vi4mKmTp1KZGQkZ8+eZdOmTURHR/P666/j4+PjqJ09ezZvvvkmU6ZMISQk5IbX6wm0cykiIiLfmIULF5KdnU1wcDDx8fFO4zt27CA5OZlDhw6Rmpp6w/XKysowGo14e1+LNHV1dSQlJbFt2zYSExMJDQ11OW/37t0ApKWlOYIlQEREBBMnTmTnzp20tLQ4nWvMmDEEBARQU1NDc3MzCQkJjmB53eTJkwE4ePAgAPv378dut5OYmOgIlgC+vr7Ex8djs9morq6+4bV6Cu1cioiI9CDff/9cd7fQqf940nVQ+zKOHz9Oeno6KSkpbNmyxWm8traW2NhYMjIy8PHxcVlzXWtrK5WVlSxZssRxrL6+npCQEJYvX8748eM7fd7y3Llr/50jIiKcxu655x4+++wzPvnkE6KiohzHzWYziYmJABgMBgoLCxk0aJDTfKvVCuAIvI888gijRo1yGXS/WHs7ULgUERHpQfY1fNbdLXytCgoK8PPz63Q8PT3dMX7q1Kku19q3bx82m63D85YxMTHExcXdsI/+/fsD0NzczIABAzqMXX+hp6GhwXGsrq6Oc+fOERsbC4Cfnx9Dhw51Wtdms1FQUADAuHHjHOcaPny4U+3FixcpKirC19eX6OjoG/bsKW6fmCwiIiI9XlfB8mbGP6+0tJTIyEgCAwO/9PzrYe4Pf/hDh+MtLS2YzWYArly54jhuNpsJDg5m5MiRXa67atUqjh07RlxcXJe1NpuNpUuX0tjYSHJyMkFBQTfVtyfQzqWIiIh4pPLycp566qlbmjtlyhTee+89Nm7ciJeXFw8//DCffvop//Iv/4LNZgOuPRN5ndlsJiYmBi8vL5frtbW1sWrVKoqKiggPD+9wq/6Lrly5wk9/+lPMZjPR0dFkZGTc0jX0VNq5FBEREY9z9OhRTp8+7fgs0Jc1cOBAfvnLXzJ8+HDWr1/P1KlTeeGFF7jrrruYO3cuAP7+/gBcunSJ6upql587gmvPfmZlZbF9+3aGDRvGhg0bCAgIcFlrtVpJS0vjo48+4v7772fdunVfarfWE2jnUkREpAcZH9LnxkWC2WwmKCiI0aNH3/Ia9957L2+99RYWi4VPP/2Ue+65h+DgYN544w3g2os9cG2HFMBoNDqtcf78eTIzMzl8+DBjx45l9erVjlD6RRaLhQULFlBfX8+jjz7KsmXL6Nu37y3331MpXIqIiPQg7ngjuzcwm80YjcZOb1PfiMViobKykokTJxIeHk54eHiHte+66y7CwsKAa58gioqKYuDAgR3WuHDhAmlpaVgsFuLj4zGZTB0+a/TF882ZMwer1cqMGTOYN2/eLffe0+m2uIiIiHiU5ubmDr+UcysaGhp45ZVX+M1vftPheElJCYcOHeLZZ58FoL29nbKyMqdz2e12Fi9ejMViISkpidzc3E6DZUtLC5mZmVitVjIyMpg/f/5tGyxBO5ciIiLiYSoqKmhvb3d5m/pmjR07lnHjxrFlyxaampqIiIigtraW3/72t3z3u99l6tSpABw5coTz5887hctdu3ZRVVWFv78/BoPB5W+EjxgxgoiICAoLCzl58iRhYWGEhoZSUlLiVBsVFeXYKfV0CpciIiLiUcxmMwaDodNnG2+Gj48Pq1evZvPmzezevZvf//733H333cydO5fp06c7diHNZjOhoaFOH1uvqKgAoKmpiRUrVrg8x6xZs4iIiGDv3r3AtQ+8m0wml7U5OTm3Tbj0amxsbO/uJkRERHqLhoaG2+Y3pKX79OR/R3rmUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSREREukVNTQ1Go5EDBw64HLfZbMyYMYPly5d3uU5iYiIbN250/F1cXMxzzz3HpEmTmDRpEqmpqezcudPl3I8++ojnn3+e733ve3z/+98nJyeHs2fPdnqu9PR0TCaT4+89e/YwZ84c4uLimDhxItOnT6egoIC2tjanuV+mL0+mcCkiIiLfuBMnTpCVleUyhAHY7XZMJhO1tbVdrmOxWKivr2fChAkAbN68mdzcXLy9vUlLS2Pu3LnY7XZycnLYtGlTh7k7d+7kpZdewmazMWfOHJKTkx1h02q1Op2rpaWFqqoqYmJiACgpKWHRokVYrVZmzpzJvHnzCAwMZM2aNeTl5XWY+2X68nS+3d2AiIiI9C67d+8mLy+PpqYml+NnzpzBZDJRWVl5w7VKS0sJCAjAYDBw9uxZNm3aRHR0NK+//jo+Pj4ATJs2jdmzZ/Pmm28yZcoUQkJCaG1t5ec//zkjRozgjTfeoG/fvgAYjUZmz57Nr371K7Kzszuca+/evbS1tWE0Grl69Sr5+fkMGTKErVu30q9fP8e5srOzKS4uZurUqURGRn6pvm4H2rkUERGRb8zChQvJzs4mODiY+Ph4p/EdO3aQnJzMoUOHSE1NveF6ZWVlGI1GvL292b9/P3a7ncTEREeAA/D19SU+Ph6bzUZ1dTUAf/7zn2lsbCQ5OdkRLAGioqL4zne+w86dO/nss8+czjVmzBgCAgKoqamhubmZhIQER7C8bvLkyQAcPHgQ4Ev1dTvQzqWIiEgP0n9Fene30KnWnH/5ymscP36c9PR0UlJS2LJli9N4bW0tsbGxZGRk4OPj47LG0U9rK5WVlSxZsgSARx55hFGjRhEaGupUe/02t7f3tX21mpoaAAwGg1PtmDFjqKys5Pjx40RERDiOm81mEhMTHfMKCwsZNGjQDc/1Zfq6HShcioiI9CA+Rw91dwtfq4KCAvz8/DodT09Pd4yfOnWqy7X27duHzWZzPG/Zv39/hg8f7lR38eJFioqK8PX1JTo6GoBz584BMHjwYKf6u+66y3H+6+Gyrq6Oc+fOERsbC4Cfnx9Dhw51mmuz2SgoKABg3LhxX7qv28HtE5NFRESkx+sqWN7M+OeVlpYSGRlJYGBgpzU2m42lS5c6boEHBQUBcOnSJeBa8Pui67fJW1tbHcfMZjPBwcGMHDmyy55WrVrFsWPHiIuL67K2s75uBwqXIiIi4pHKy8sdb267cuXKFbKzszGbzURHR5ORkeFU097e3un8zz8faTabiYmJwcvLy2VtW1sbK1eupKioiPDwcMet+lvty5MpXIqIiIjHOXr0KKdPn+40XFqtVtLS0vjoo4+4//77WbduXYdd0TvuuAOAy5cvO829fmzgwIHAtV3O6upqx+33L2ptbSUrK4vt27czbNgwNmzYQEBAwC31dTvQM5ciIiI9iH14ZHe34BHMZjNBQUGMHj3aacxisbBgwQLq6+t59NFHWbZsWYc3wgG+9a1vAdeevbweIq+7/jzm9RdwysvLgWufKfqi8+fPk5mZyeHDhxk7diyrV6/G39/fZc8309ftQOFSRESkB3HHG9m9gdlsxmg0Ot2mtlgszJkzB6vVyowZM5g3b57LW9ljxowB4L//+78ZNmxYh7GamhoGDhzIt7/9beDaJ4iioqKcQuiFCxdIS0vDYrEQHx+PyWSiT58+Lvu92b5uB7otLiIiIh6lubm5wy/lXNfS0kJmZiZWq5WMjAzmz5/faYCbOHEi/v7+vPfee1y5csVxvLq6mqqqKhISEvD29qa9vZ2ysjKnc9ntdhYvXozFYiEpKYnc3NxOg+WX6et2oJ1LERER8SgVFRW0t7c73aYuLCzk5MmThIWFERoaSklJidPcqKgowsLC6NevHwsWLGDFihW88MIL/PCHP8RqtfLOO+9w9913M3PmTACOHDnC+fPnncLlrl27qKqqwt/fH4PB4PI3wkeMGEFERMSX6ut2oHApIiIiHsVsNmMwGJyebdy7dy8A9fX1mEwml3NzcnIcIe7JJ5+kf//+vPXWW6xdu5ZBgwbx0EMPkZ6e7vg0kNlsJjQ0tMPH1OFawAVoampixYoVLs81a9YsIiIivnRfns6rsbGx83fwRURExK0aGhpum9+Qlu7Tk/8d6ZlLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLERER6RY1NTUYjUYOHDjgctxmszFjxgyWL1/e5TqJiYls3LjR8XdxcTHPPfcckyZNYtKkSaSmprJz584b9rNw4ULmzp3bZU16ejomk8nx9549e5gzZw5xcXFMnDiR6dOnU1BQQFtbm9PcW+3L0yhcioiIyDfuxIkTZGVluQxhAHa7HZPJRG1tbZfrWCwW6uvrmTBhAgCbN28mNzcXb29v0tLSmDt3Lna7nZycHDZt2tTpOuvXr6e0tLTLc7W0tFBVVUVMTAwAJSUlLFq0CKvVysyZM5k3bx6BgYGsWbOGvLy8DnNvtS9P5NvdDYiIiEjvsnv3bvLy8mhqanI5fubMGUwmE5WVlTdcq7S0lICAAAwGA2fPnmXTpk1ER0fz+uuv4+PjA8C0adOYPXs2b775JlOmTCEkJMQxv7GxkZUrV7J79+4bnmvv3r20tbVhNBq5evUq+fn5DBkyhK1bt9KvXz/HubKzsykuLmbq1KlERkbeUl+eTDuXIiIi8o1ZuHAh2dnZBAcHEx8f7zS+Y8cOkpOTOXToEKmpqTdcr6ysDKPRiLe3N/v378dut5OYmOgIcAC+vr7Ex8djs9morq52HN+7dy9JSUn86U9/Yvbs2Td1rjFjxhAQEEBNTQ3Nzc0kJCQ4guV1kydPBuDgwYMAX7ovT6edSxERkR6kdf+C7m6hU/0fWPeV1zh+/Djp6emkpKSwZcsWp/Ha2lpiY2PJyMjAx8fHZc11ra2tVFZWsmTJEgAeeeQRRo0aRWhoqFOt1WoFwNv7f/bVjh07RmRkJD/5yU8YNWoUv/rVr7rs3Ww2k5iYCIDBYKCwsJBBgwbd8Fxfti9Pp3ApIiLSg7Q1He7uFr5WBQUF+Pn5dTqenp7uGD916lSXa+3btw+bzeZ43rJ///4MHz7cqe7ixYsUFRXh6+tLdHS043hSUhLPPPPMTfVdV1fHuXPniI2NBcDPz4+hQ4c61dlsNgoKCgAYN27cLfXl6W6fmCwiIiI9XlfB8mbGP6+0tJTIyEgCAwM7rbHZbCxdupTGxkaSk5MJCgq6pXOZzWaCg4MZOXJkl3WrVq3i2LFjxMXFdVnbVV+eTuFSREREPFJ5ebnjzW1Xrly5QnZ2NmazmejoaDIyMm75XGazmZiYGLy8vFyOt7W1sXLlSoqKiggPD3fcqv+6++qJFC5FRETE4xw9epTTp093Gi6tVitpaWl89NFH3H///axbt+5L7VR+3qVLl6iurnbcfv+i1tZWsrKy2L59O8OGDWPDhg0EBAR87X31VHrmUkREpAfx9h/V3S14BLPZTFBQEKNHj3Yas1gsLFiwgPr6eh599FGWLVtG3759b/lc5eXlABiNRqex8+fPk5mZyeHDhxk7diyrV6/G39/f5Tru7qunUrgUERHpQdzxRnZvYDabMRqNTrepLRYLc+bMwWq1MmPGDObNm9fpreybVVZWRlRUFAMHDuxw/MKFC6SlpWGxWIiPj8dkMtGnTx+Xa3wdffVUui0uIiIiHqW5ubnDL+Vc19LSQmZmJlarlYyMDObPn/+VA1x7eztlZWVO57Lb7SxevBiLxUJSUhK5ubmdBsuvo6+eTDuXIiIi4lEqKipob293uk1dWFjIyZMnCQsLIzQ0lJKSEqe5UVFRhIWF3fS5jhw5wvnz553C5a5du6iqqsLf3x+DweDyN8JHjBhBRETE19JXT6ZwKSIiIh7FbDZjMBicnm3cu3cvAPX19ZhMJpdzc3JyvlSIM5vNhIaGEhER0eF4RUUFAE1NTaxYscLl3FmzZhEREfG19NWTeTU2NrZ3dxMiIiK9RUNDw23zG9LSfXryvyM9cykiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibuPb3Q2IiIhI71RTU8OsWbP45S9/ybhx45zGbTYbqampREREYDKZOl0nMTGRxx9/nDlz5gBQXFzMtm3b+Mtf/gLA8OHDeeaZZ3j88ced1i8oKOD999/n5MmT+Pr6MmrUKJ577jkmTJjg8lzp6emEhISwfPlyAPbs2cM777zDkSNHsNls3HPPPfzoRz8iOTkZb++Oe3g325en086liIiIfONOnDhBVlYWbW1tLsftdjsmk4na2tou17FYLNTX1zvC4ObNm8nNzcXb25u0tDTmzp2L3W4nJyeHTZs2dZj7z//8z7z66qvceeedzJ8/n5kzZ3Lu3DkWLFjA+++/73SulpYWqqqqiImJAaCkpIRFixZhtVqZOXMm8+bNIzAwkDVr1pCXl9dh7pfpy9Np51JERES+Ubt37yYvL4+mpiaX42fOnMFkMlFZWXnDtUpLSwkICMBgMHD27Fk2bdpEdHQ0r7/+Oj4+PgBMmzaN2bNn8+abbzJlyhRCQkKorq7m97//PfHx8fzsZz9zrDd16lSeffZZ1q1bxw9+8AP69OnjGNu7dy9tbW0YjUauXr1Kfn4+Q4YMYevWrfTr189xruzsbIqLi5k6dSqRkZFfqq/bgXYuRURE5BuzcOFCsrOzCQ4OJj4+3ml8x44dJCcnc+jQIVJTU2+4XllZGUajEW9vb/bv34/dbicxMdER4AB8fX2Jj4/HZrNRXV0NQEVFBXAtTH7ewIEDefjhh2lqaqKurs7pXGPGjCEgIICamhqam5tJSEhwBMvrJk+eDMDBgwcBvlRftwPtXIqIiPQgb/z7iu5uoVMvJOR85TWOHz9Oeno6KSkpbNmyxWm8traW2NhYMjIy8PHxcVlzXWtrK5WVlSxZsgSARx55hFGjRhEaGupUa7VaARzPQT7zzDM89NBDhIeHd1r7+SAIYDabSUxMBMBgMFBYWMigQYNueK4v09ftQOFSRESkBznZcLS7W/haFRQU4Ofn1+l4enq6Y/zUqVNdrrVv3z5sNpvjecv+/fszfPhwp7qLFy9SVFSEr68v0dHRwLUdyvvuu8+ptr6+ng8//JCAgIAOa9XV1XHu3DliY2MB8PPzY+jQoU7zr78kBDheUvoyfd0Obp+YLCIiIj1eV8HyZsY/r7S0lMjISAIDAzutsdlsLF26lMbGRpKTkwkKCuq09tKlS7z88stcvXqVWbNm4ev7P3twZrOZ4OBgRo4c2WVPq1at4tixY8TFxXVZ+2X68jQKlyIiIuKRysvLHW9uu3LlyhWys7Mxm81ER0eTkZHRae3f/vY35s+fz+HDh3nsscf4+7//+w7jZrOZmJgYvLy8XM5va2tj5cqVFBUVER4e7rhV/1X78kQKlyIiIuJxjh49yunTpzsNl1arlbS0ND766CPuv///Z+/ew6ou8/3/P+XkiYANijZYNiilxMY8DoKmEw7lWDqE7kZk73Q0DdjiKTHHEUoHHSGDHBu1gcZ2Uw7u3OXoeGh76bjba3FQ4QdfchRjdFloICKigiiwfn94uXartSCtNXHw9biu/nDd78/9ea918cer+/4chpGRkdHiqujnn3/O7NmzKSkp4Sc/+QmrVq2yCpFXr16luLi4xWdf1tfXk5iYyIcffoi/vz+bNm3C09PzO/fVUemaSxERkXbkgd621+aJLaPRiLe3N4MHD7YZM5lMLFy4kPLycsLDw3nllVfo2rWr3XmKi4t56aWXqKmp4ec//zkLFy60ubkmNzcXgJCQEJvjq6qqWLx4MSdOnGDo0KGkpaXh4eFh91x301dHpnApIiLSjjjijux7gdFoJCQkxGab2mQyMW/ePKqrq4mJiWH+/PktbmUXFRWRkJBAQ0MDixcv5uc//7ndupycHIKDg3F3d7f6/OLFi8TGxmIymYiIiCA5OdnquZjftq+OTtviIiIi0qFcu3bN6k05t9XV1bF48WKqq6uJj48nISGhxQB34cIFli5dyvXr13nllVdaDJZms5mcnBybczU1NfHyyy9jMpl49tlnWb16dYvB8m766gy0cikiIiIdSn5+Pmaz2Wabevv27Xz++ef4+fnh6+vL3r17bY4NDg7Gz8+PzMxMampqCAoKwmw2260dNWoUFy5coKqqyiZcHjhwgKKiIjw8PAgKCmLfvn02xw8cOJCAgIC76qszULgUERGRDsVoNBIUFGRzbWNeXh5w61mVycnJdo9NSkrCz8/PUltSUkJJSYnd2k2bNlFUVISvry8BAQFWY7ff8FNbW8uqVfYffD9nzhwCAgLuqq/OoEtNTY25rZsQERG5V1y4cKHTvENa2k57/jvSNZciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiItImSkpKCAkJ4dixY3bHGxsbiYmJ4dVXX211nsjISLZs2WL5965du3j++ecZO3YsY8eOZebMmezbt8/muObmZnbu3ElMTAzjxo3jpz/9KWvXrqW6urrFc8XFxZGcnGz59+HDh5k3bx7jx49nzJgxTJ8+nezsbJqbm22OvdO+OjqFSxEREfnenT17lsTERLshDKCpqYnk5GRKS0tbncdkMlFeXs7o0aMByMrKYvXq1Tg5OREbG8uLL75IU1MTSUlJZGZmWh37u9/9jpSUFLy9vZk/fz6TJk1i7969zJw5k5qaGptz1dXVUVRURGhoKAB79+5l6dKlVFdXM2vWLObPn4+Xlxfr168nJSXF6ti76aujc2nrBkREROTecujQIVJSUqitrbU7/uWXX5KcnExhYeE3zmUwGPD09CQoKIiKigoyMzMZMmQImzdvxtnZGYDnnnuOF154gbfffpspU6bQu3dvysvL+Y//+A9CQ0PJyMiwzBcYGMiyZcvYtm0bsbGxVufKy8ujubmZkJAQbty4QWpqKv369ePdd9+lW7dulnMtW7aMXbt2ERUVRWBg4F311Rlo5VJERES+N4sWLWLZsmX4+PgQERFhM75nzx6mTZvG8ePHmTlz5jfOl5OTQ0hICE5OThw9epSmpiYiIyMtAQ7AxcWFiIgIGhsbKS4uBuDcuXMEBQUxbdo0q/l+9KMfAXDy5Em753r00Ufx9PSkpKSEa9euMWnSJEuwvG3ixIkAFBQUANxVX52BVi5FRETakZ07d7Z1Cy2aMmXKd57jzJkzxMXFER0dzdatW23GS0tLCQsLIz4+HmdnZ7s1t9XX11NYWMiKFSsAeOKJJxg0aBC+vr42tbevo3RyurWuNnLkSEaOHGlTd+LECQDuv/9+mzGj0UhkZCQAQUFBbN++nfvuu+8bz3U3fXUGCpciIiLtSGVlZVu38A+VnZ2Nm5tbi+NxcXGW8XPnzrU615EjR2hsbLRcb9m9e3cGDBhgU3flyhV27tyJi4sLQ4YMsRlvbm7myy+/pKioiI0bN+Lp6cmMGTOsak6dOkVlZSVhYWEAuLm58dBDD9nM1djYSHZ2NgDDhw//Tn11VAqXIiIi8r1pLVjeyfhXGQwGAgMD8fLyarGmsbGRlStXUlNTw/Tp0/H29rapKSsrs4RJZ2dnVqxYQb9+/axqjEYjPj4+PPLII632tG7dOk6fPs348eNbrb2TvjoqhUsRERHpkHJzc3nmmWdaHG9oaOCXv/wlRqORIUOGEB8fb7fOw8ODNWvW0NDQwEcffcSqVas4e/YscXFxlhqj0UhoaChdunSxO0dzczPr1q1j586d9O/f37JV/1366qgULkVERKTDKSsr4/z585bHAn1ddXU1L730EiUlJQwbNoz169e3uCrap08f+vTpA8BTTz3FnDlz+I//+A+mTJmCn58fV69epbi42Obmn9vq6+tZuXIl//M//4O/v79la/279tVRKVyKiIi0I/Zu+hBbRqMRb29vBg8ebDNmMplYuHAh5eXlhIeH88orr9C1a9c7mtfZ2ZkJEybw6aefcvLkSfz8/MjNzQUgJCTEpr6qqorFixdz4sQJhg4dSlpaGh4eHnbn/i59dSQKlyIiIu2II+7IvhcYjUZCQkJstqlNJhPz5s2jurqamJgY5s+fb3crOysri+3bt/Pb3/6Whx9+2Gqsrq4OwBL8cnJyCA4Oxt3d3aru4sWLxMbGYjKZiIiIIDk5GVdXV7v93mlfnUHnue9dRERE7gnXrl2zelPObXV1dSxevJjq6mri4+NJSEhoMcD179+fS5cu8e6771p9XlNTw0cffYSHhwdDhw7FbDaTk5Njc66mpiZefvllTCYTzz77LKtXr24xWN5NX52BVi5FRESkQ8nPz8dsNttsU2/fvp3PP/8cPz8/fH192bt3r82xwcHB+Pn5ER4ezpgxY9i/fz9Xr14lLCyMmpoa/uu//otLly6xZs0aevTowYkTJ6iqqrIJlwcOHKCoqAgPDw+CgoLsviN84MCBBAQE3FVfnYHCpYiIiHQoRqORoKAgm2sb8/LyACgvLyc5OdnusUlJSfj5+dGlSxdSU1N577332L17N6+//jo9evRgyJAhzJ49m8DAQMu5fH19CQgIsJonPz8fgNraWlatWmX3XHPmzCEgIOCu+uoMutTU1JjbugkREZF7xYULFzrNO6Sl7bTnvyNdcykiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIm2ipKSEkJAQjh07Zne8sbGRmJgYXn311VbniYyMZMuWLZZ/79q1i+eff56xY8cyduxYZs6cyb59+76xn5ycHH70ox/x1ltvtVgTFxdHcnKy5d+HDx9m3rx5jB8/njFjxjB9+nSys7Npbm62Ofbb9tXRKFyKiIjI9+7s2bMkJibaDWEATU1NJCcnU1pa2uo8JpOJ8vJyRo8eDUBWVharV6/GycmJ2NhYXnzxRZqamkhKSiIzM7PFeWpqali1ahVms7nFmrq6OoqKiggNDQVg7969LF26lOrqambNmsX8+fPx8vJi/fr1pKSkWB37bfvqiFzaugERERG5txw6dIiUlBRqa2vtjn/55ZckJydTWFj4jXMZDAY8PT0JCgqioqKCzMxMhgwZwubNm3F2dgbgueee44UXXuDtt99mypQp9O7d22aeX//611y5cqXVc+Xl5dHc3ExISAg3btwgNTWVfv368e6779KtWzfLuZYtW8auXbuIiooiMDDwO/XVEWnlUkRERL43ixYtYtmyZfj4+BAREWEzvmfPHqZNm8bx48eZOXPmN86Xk5NDSEgITk5OHD16lKamJiIjIy0BDsDFxYWIiAgaGxspLi62mWPHjh0YDAZeeOGFbzzXo48+iqenJyUlJVy7do1JkyZZguVtEydOBKCgoADgW/fVUWnlUkREpB3J/tl7bd1Ci577aMZ3nuPMmTPExcURHR3N1q1bbcZLS0sJCwsjPj4eZ2dnuzW31dfXU1hYyIoVKwB44oknGDRoEL6+vja11dXVADg5Wa+rmUwm3njjDWbNmkVQUFCrvRuNRiIjIwEICgpi+/bt3Hfffd94rm/TV0emcCkiItKOfFl4vq1b+IfKzs7Gzc2txfG4uDjL+Llz51qd68iRIzQ2Nlqut+zevTsDBgywqbty5Qo7d+7ExcWFIUOGWD5vbGxk5cqV+Pv784tf/IKioqIWz3Xq1CkqKysJCwsDwM3NjYceesimrrGxkezsbACGDx/+rfrq6BQuRURE5HvTWrC8k/GvMhgMBAYG4uXl1WLN7QBZU1PD9OnT8fb2toxt2rSJM2fO8O677+Li0nokMhqN+Pj48Mgjj7Rat27dOk6fPs348eNbrW2tr46u86zBioiIyD0lNzfXcue2PQ0NDSxbtgyj0ciQIUOIj4+3jB07doz33nuPhIQE+vfv/43nMhqNhIaG0qVLF7vjzc3NrF27lp07d9K/f3/LVv3d9tUZKFyKiIhIh1NWVsb58+dbDJfV1dXExsbyySefMGzYMDIyMiyroleuXOGVV14hODiYCRMmUFNTQ01NDVevXgXg+vXr1NTUcOPGDQCuXr1KcXGxZfv96+rr60lMTOTDDz/E39+fTZs24enpedd9dRbaFhcREWlH+g69v61b6BCMRiPe3t4MHjzYZsxkMrFw4ULKy8sJDw/nlVdeoWvXrpbx0tJSKioqqKiosHvH+h//+Ef++Mc/kpSUxNNPP01ubi4AISEhNrVVVVUsXryYEydOMHToUNLS0vDw8LDb8zf11VkoXIqIiLQjjrgj+15gNBoJCQmx2aY2mUzMmzeP6upqYmJimD9/vk1NQEAAGzdutJnz1KlTvPHGG0ycOJFJkybh7+8P3HoEUXBwMO7u7lb1Fy9eJDY2FpPJREREBMnJybi6utrt90766iwULkVERKRDuXbtGkVFRbzyyitWn9fV1bF48WKqq6uJj4/n+eeft3u8h4cHo0aNsvn89jMo/fz8LONms5mcnByee+45q9qmpiZefvllTCYTzz77LMuWLWsxLN5pX52FwqWIiIh0KPn5+ZjNZptt6u3bt/P555/j5+eHr68ve/futTk2ODgYPz+/Oz7XyZMnqaqqsrm288CBAxQVFeHh4UFQUJDdd4QPHDiQgICAf0hf7ZnCpYiIiHQoRqORoKAgm2sb8/LyACgvLyc5OdnusUlJSXcV4oxGI76+vgQEBFh9np+fD0BtbS2rVq2ye+ycOXMICAj4h/TVnnWpqalp+Q3tIiIi4lAXLlzoNO+QlrbTnv+O9CgiEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGJe2bkBERETuTSUlJcyZM4c333yT4cOH24w3NjYyc+ZMAgICSE5ObnGeyMhInnrqKebNmwfArl27+OCDD/j73/8OwIABA/j5z3/OU089ZXVcRUUFzzzzjN0577//fnbu3GnzeVxcHL179+bVV18F4PDhw7z//vucPHmSxsZGHnjgAX72s58xbdo0nJys1/DutK+OTuFSREREvndnz54lMTGR5uZmu+NNTU0kJydTWlpKQEBAi/OYTCbKy8sZPXo0AFlZWWzZsoVHH32U2NhYzGYz+/btIykpiS+++II5c+ZYjv3ss88AiI6O5pFHHrGat3v37jbnqquro6ioiKSkJAD27t1LcnIy/fv3Z9asWXTr1o2//vWvrF+/ntLSUlauXGk59m766ugULkVEROR7dejQIVJSUqitrbU7/uWXX5KcnExhYeE3zmUwGPD09CQoKIiKigoyMzMZMmQImzdvxtnZGYDnnnuOF154gbfffpspU6bQu3dvAE6dOgXAlClT+OEPf/iN58rLy6O5uZmQkBBu3LhBamoq/fr1491336Vbt26Wcy1btoxdu3YRFRVFYGDgXffV0emaSxEREfneLFq0iGXLluHj40NERITN+J49e5g2bRrHjx9n5syZ3zhfTk4OISEhODk5cfToUZqamoiMjLQEOAAXFxciIiJobGykuLjY8vlnn32Gq6srDzzwwB31npOTw6OPPoqnpyclJSVcu3aNSZMmWYLlbRMnTgSgoKAA4K776ui0cikiItKO/GR3ZVu30KL/ftr3O89x5swZ4uLiiI6OZuvWrTbjpaWlhIWFER8fj7Ozs92a2+rr6yksLGTFihUAPPHEEwwaNAhfX9s+q6urAayugzx16hT9+/fHxcUFs9nM9evX7W6H32Y0GomMjAQgKCiI7du3c999933jue62r45O4VJERKQdOXLhZlu38A+VnZ2Nm5tbi+NxcXGW8XPnzrU615EjR2hsbLRcb9m9e3cGDBhgU3flyhV27tyJi4sLQ4YMAaChoYGzZ88SEBDAokWLOHr0KA0NDdx///3ExMQwbdo0qzlOnTpFZWUlYWFhALi5ufHQQw/ZnKuxsZHs7GwAy01Kd9NXZ6BwKSIiIt+b1oLlnYx/lcFgIDAwEC8vrxZrGhsbWblyJTU1NUyfPh1vb28A/v73v9PU1MSpU6cYMmQIkZGRXLp0iR07dpCWlsb58+dJSEiwzGM0GvHx8bG58efr1q1bx+nTpxk/fnyrtS311RkoXIqIiEiHlJub2+KjhODW6uQvf/lLjEYjQ4YMIT4+3jLm4eHBvHnzCAwMtKx8AkyaNIlf/OIXvP/++0yZMoX+/fsDt8JlaGgoXbp0sXuu5uZm1q1bx86dO+nfv79lq/5u++oMOs8Gv4iIiNwzysrKOH/+PKGhoXbHq6uriY2N5ZNPPmHYsGFkZGRYrYr6+fkxe/Zsq2AJt26ymTp1Ks3NzeTl5QFw9epViouLbWpvq6+vJzExkQ8//BB/f382bdqEp6fnt+qrM9DKpYiISDsysrdrW7fQIRiNRry9vRk8eLDNmMlkYuHChZSXlxMeHs4rr7xC165d73ju21vUdXV1wK0VUoCQkBCb2qqqKhYvXsyJEycYOnQoaWlpeHh42J33u/bVUShcioiItCOOuCP7XmA0GgkJCbHZpjaZTMybN4/q6mpiYmKYP3++3a3sP/zhD/z5z38mKSmJoUOHWo2dPn0agH79+gG3HkEUHByMu7u7Vd3FixeJjY3FZDIRERFBcnIyrq72/+fgTvvqDLQtLiIiIh3KtWvXKCoqstkSr6urY/HixVRXVxMfH09CQkKLAa5fv36Ul5fz/vvvW31eXV3N+++/j5eXF2FhYZjNZnJycmzO1dTUxMsvv4zJZOLZZ59l9erVLQbLu+mrM9DKpYiIiHQo+fn5mM1mm23q7du38/nnn+Pn54evry979+61OTY4OBg/Pz8mTJjA7t27OXz4MP/+7//O+PHjqamp4b/+67+4fPkyqampdO/enRMnTlBVVWUTLg8cOEBRUREeHh4EBQWxb98+m3MNHDiQgICAu+qrM1C4FBERkQ7FaDQSFBRkc23j7RtwysvLSU5OtntsUlISfn5+dOnShfXr1/PHP/6RPXv28Prrr9OjRw+Cg4OZM2cOgYGBlnP5+vravN88Pz8fgNraWlatWmX3XHPmzCEgIOCu+uoMutTU1JjbugkREZF7xYULFzrNO6Sl7bTnvyNdcykiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDuPS1g2IiIjIvamkpIQ5c+bw5ptvMnz4cJvxxsZGZs6cSUBAAMnJyS3OExkZyVNPPcW8efMA2LVrFx988AF///vfARgwYAA///nPeeqpp2yONZlMvPXWWxw5coSGhgb69+9PdHS03VqAuLg4evfuzauvvgrA4cOHef/99zl58iSNjY088MAD/OxnP2PatGk4OVmv4d1NXx2ZVi5FRETke3f27FkSExNpbm62O97U1ERycjKlpaWtzmMymSgvL2f06NEAZGVlsXr1apycnIiNjeXFF1+kqamJpKQkMjMzrY49efIks2bN4tixYzz33HPExcUBkJSURHZ2ts256urqKCoqIjQ0FIC9e/eydOlSqqurmTVrFvPnz8fLy4v169eTkpJidezd9NXRaeVSREREvleHDh0iJSWF2tpau+NffvklycnJFBYWfuNcBoMBT09PgoKCqKioIDMzkyFDhrB582acnZ0BeO6553jhhRd4++23mTJlCr179wZg9erVmM1mfv/73/PAAw8A8OyzzxIdHc3mzZt59tlncXV1tZwrLy+P5uZmQkJCuHHjBqmpqfTr1493332Xbt26Wc61bNkydu3aRVRUFIGBgXfdV0enlUsRERH53ixatIhly5bh4+NDRESEzfiePXuYNm0ax48fZ+bMmd84X05ODiEhITg5OXH06FGampqIjIy0BDgAFxcXIiIiaGxspLi4GIDi4mJKS0uJjo62BEsAV1dXEhISmDFjBlevXrU516OPPoqnpyclJSVcu3aNSZMmWYLlbRMnTgSgoKAA4K766gy0cikiItKOdF8V19YttKg+6XffeY4zZ84QFxdHdHQ0W7dutRkvLS0lLCyM+Ph4nJ2d7dZY+qmvp7CwkBUrVgDwxBNPMGjQIHx9fW1qq6urASzXQR49ehSAMWPGAGA2m6mrq6Nnz56MHTuWsWPH2sxhNBqJjIwEICgoiO3bt3Pfffd947nupq/OQOFSRESkHXEuO97WLfxDZWdn4+bm1uJ4XFycZfzcuXOtznXkyBEaGxst11t2796dAQMG2NRduXKFnTt34uLiwpAhQ4BbIRegR48e/PrXv+bAgQPU1dXh4+PDjBkzmDFjBl26dLHMcerUKSorKwkLCwPAzc2Nhx56yOZcjY2Nlus1b9+kdDd9dQYKlyIiIvK9aS1Y3sn4VxkMBgIDA/Hy8mqxprGxkZUrV1JTU8P06dPx9vYGbgU7gKVLl+Lu7s5LL72Ei4sL//Vf/8WGDRu4cOECixYtssxjNBrx8fHhkUceabWndevWcfr0acaPH99qbUt9dQYKlyIiItIh5ebm8swzz7Q43tDQwC9/+UuMRiNDhgwhPj7eMnbjxg0AunXrxltvvYWLy61I9JOf/ITZs2eTnZ3Ns88+S//+/YFb4TI0NNRqNfOrmpubWbduHTt37qR///6Wrfq77asz6Dwb/CIiInLPKCsr4/z585bHAn1ddXU1sbGxfPLJJwwbNoyMjAyrVdHu3bsDt+4Ovx0sAZydnXn22Wdpbm7myJEjAFy9epXi4mLL9vvX1dfXk5iYyIcffoi/vz+bNm3C09PzW/XVGWjlUkREpB1pGhDY1i10CEajEW9vbwYPHmwzZjKZWLhwIeXl5YSHh/PKK6/QtWtXq5o+ffoA4OPjY3P87c+uXbsG3FohBQgJCbGpraqqYvHixZw4cYKhQ4eSlpaGh4eH3Z7vpK/OQOFSRESkHXHEHdn3AqPRSEhIiM02tclkYt68eVRXVxMTE8P8+fPtbmUHBQXxn//5n3z22Wc2d4Z/8cUXAPzgBz8Abj2CKDg4GHd3d6u6ixcvEhsbi8lkIiIiguTkZKvnYn6bvjoDbYuLiIhIh3Lt2jWrN+XcVldXx+LFi6muriY+Pp6EhIQWA9y4cePw8PBg+/btlscBwa0t7u3bt9OzZ09CQ0Mxm83k5OTYnKupqYmXX34Zk8nEs88+y+rVq1sMlnfTV2eglUsRERHpUPLz8zGbzTbb1Nu3b+fzzz/Hz88PX19f9u7da3NscHAwfn5+9OjRgxUrVvDLX/6SmTNnEhUVhYuLC3/+85/54osvWLlyJT179uTEiRNUVVXZhMsDBw5QVFSEh4cHQUFB7Nu3z+ZcAwcOJCAg4K766gwULkVERKRDMRqNBAUF2VzbmJeXB0B5eTnJycl2j01KSrKEuB//+Mds2bKFrKwstm7ditlsJiAggPT0dEuYNBqN+Pr6EhAQYDVPfn4+ALW1taxatcruuebMmUNAQMBd99XRdampqTG3dRMiIiL3igsXLnSad0hL22nPf0e65lJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHMalrRsQERGRe1NJSQlz5szhzTffZPjw4TbjjY2NzJw5k4CAAJKTk1ucJzIykqeeeop58+YBsGvXLj744AP+/ve/AzBgwAB+/vOf89RTT1mOefXVV/nLX/7San9JSUk8/fTTVp/FxcXRu3dvXn31VQAOHz7M+++/z8mTJ2lsbOSBBx7gZz/7GdOmTcPJyXoN70766gwULkVEROR7d/bsWRITE2lubrY73tTURHJyMqWlpQQEBLQ4j8lkory8nNGjRwOQlZXFli1bePTRR4mNjcVsNrNv3z6SkpL44osvmDNnDnArkI4aNcpmvqtXr5Kenk6PHj0YNmyY1VhdXR1FRUUkJSUBsHfvXpKTk+nfvz+zZs2iW7du/PWvf2X9+vWUlpaycuVKy7F32ldnoHApIiIi36tDhw6RkpJCbW2t3fEvv/yS5ORkCgsLv3Eug8GAp6cnQUFBVFRUkJmZyZAhQ9i8eTPOzs4APPfcc7zwwgu8/fbbTJkyhd69exMcHExwcLDNfCtWrKCpqYnVq1fzgx/8wGosLy+P5uZmQkJCuHHjBqmpqfTr1493332Xbt26Wc61bNkydu3aRVRUFIGBgXfVV2egay5FRETke7No0SKWLVuGj48PERERNuN79uxh2rRpHD9+nJkzZ37jfDk5OYSEhODk5MTRo0dpamoiMjLSEuAAXFxciIiIoLGxkeLi4hbnOnToEP/93//N008/bVkJ/fq5Hn30UTw9PSkpKeHatWtMmjTJEixvmzhxIgAFBQUA37mvjkYrlyIiIu1I/dGFbd1Ci7qPyPjOc5w5c4a4uDiio6PZunWrzXhpaSlhYWHEx8fj7Oxst+a2+vp6CgsLWbFiBQBPPPEEgwYNwtfX16a2uroawOY6yNtu3LjBhg0b8PDw4N///d/t1hiNRiIjIwEICgpi+/bt3Hfffd94ru/SV0ekcCkiItKONNeeaOsW/qGys7Nxc3NrcTwuLs4yfu7cuVbnOnLkCI2NjZZVxu7duzNgwACbuitXrrBz505cXFwYMmSI3bn+/Oc/U15eTnx8PP/0T/9kM37q1CkqKysJCwsDwM3NjYceesimrrGxkezsbADLTUrfpa+OqPPEZBEREWn3WguWdzL+VQaDgcDAQLy8vFqsaWxsZOXKldTU1DBt2jS8vb1tasxmM3/6059wd3cnKirK7jxGoxEfHx8eeeSRVntat24dp0+fZvz48a3W3klfHZXCpYiIiHRIubm5hIaGtjje0NDAsmXLMBqNDBkyhPj4eLt1eXl5nD17lmeffRZ3d3e7NUajkdDQULp06WJ3vLm5mbVr17Jz50769+9v2ar/Ln11VAqXIiIi0uGUlZVx/vz5FsNldXU1sbGxfPLJJwwbNoyMjIwWV0UPHToE/N+NOF939epViouL7d7kA7eu/UxMTOTDDz/E39+fTZs24enp+Z376qh0zaWIiEg74uQxqK1b6BCMRiPe3t4MHjzYZsxkMrFw4ULKy8sJDw/nlVdeoWvXrnbnMZvNfPLJJwwcONDudZFwa4UUICQkxGasqqqKxYsXc+LECYYOHUpaWhoeHh5257mbvjoyhUsREZF2xBF3ZN8LjEYjISEhNtvUJpOJefPmUV1dTUxMDPPnz29xKxtuPcy9qqqq1bfk5OTkEBwcbLNlfvHiRWJjYzGZTERERJCcnIyrq6vdOe62r45M2+IiIiLSoVy7do2ioiKbLfG6ujoWL15MdXU18fHxJCQkfGOA+9vf/gZgdwUUbq1s5uTk2JyrqamJl19+GZPJxLPPPsvq1atbDJbfpq+OTCuXIiIi0qHk5+djNptttqm3b9/O559/jp+fH76+vuzdu9fm2ODgYPz8/Cz/Pnv2LAD333+/3XOdPHmSqqoqm3B54MABioqK8PDwICgoiH379tkcO3DgQAICAr5VXx2ZwqWIiIh0KEajkaCgIJtrG/Py8gAoLy8nOTnZ7rFJSUlWIe7SpUsAdh+Gfvtcvr6+Nu83z8/PB6C2tpZVq1bZPXbOnDkEBAR8q746si41NTXmtm5CRETkXnHhwoVO8w5paTvt+e9I11yKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiEibKCkpISQkhGPHjtkdb2xsJCYmhldffbXVeSIjI9myZYvl37t27eL5559n7NixjB07lpkzZ7Jv3z6b48xmM9u3b+fnP/85YWFhTJgwgcTERM6cOdPiueLi4khOTrb8+/Dhw8ybN4/x48czZswYpk+fTnZ2Ns3NzTbH3mlfHZ3CpYiIiHzvzp49S2Jiot0QBtDU1ERycjKlpaWtzmMymSgvL2f06NEAZGVlsXr1apycnIiNjeXFF1+kqamJpKQkMjMzrY7NyMjgtddeo0ePHixYsIB/+Zd/4ciRI/ziF7/AZDLZnKuuro6ioiJCQ0MB2Lt3L0uXLqW6uppZs2Yxf/58vLy8WL9+PSkpKVbH3k1fHZ1LWzcgIiIi95ZDhw6RkpJCbW2t3fEvv/yS5ORkCgsLv3Eug8GAp6cnQUFBVFRUkJmZyZAhQ9i8eTPOzs4APPfcc7zwwgu8/fbbTJkyhd69e1NdXU12djYDBw7krbfewsXlViQaMWIEL774Ir///e/59a9/bXWuvLw8mpubCQkJ4caNG6SmptKvXz/effddunXrZjnXsmXL2LVrF1FRUQQGBt5VX52BwqWIiEg78tZfVrV1Cy2aOynpO8+xaNEiDAYDP/zhDwkJCeHjjz+2Gt+zZw9r164FYObMmWzdurXV+XJycggJCcHJyYmjR4/S1NREZGSkJcABuLi4EBERwaeffkpxcTHh4eF88cUXlqB4O1gCDBs2DA8PD06ePGn3XI8++iienp4UFBRw7do1YmJiLMHytokTJ3Lo0CEKCgoIDAy8q746A4VLERGRduTzC2Vt3cI/1JkzZ4iLiyM6OtpucCwtLSUsLIz4+HicnZ1bDZf19fUUFhayYsUKAJ544gkGDRqEr6+vTW11dTUATk63rgjs168fLi4u/P3vf7epu3r1Kg8//LDNHEajkcjISACCgoLYvn0799133zee62766gwULkVEROR7k52djZubW4vjcXFxlvFz5861OteRI0dobGy0XG/ZvXt3BgwYYFN35coVdu7ciYuLC0OGDAHA29ubuLg4Nm7cyJYtW5g0aRKXL18mIyMDJycnZs2aZTXHqVOnqKysJCwsDAA3Nzceeughm3M1NjaSnZ0NwPDhw++6r85A4VJERES+N60FyzsZ/yqDwUBgYCBeXl4t1jQ2NrJy5UpqamqYPn063t7elrGnnnqK4uJisrKyyMrKAsDZ2ZnVq1czcuRIq3mMRiM+Pj488sgjrfa0bt06Tp8+zfjx41utba2vjk7hUkRERDqk3NxcnnnmmRbHGxoa+OUvf4nRaGTIkCHEx8dbxi5evMgvfvELKisriYyMJCQkhMuXL7N9+3ZWrlxJQ0MDkyZNstQbjUZCQ0Pp0qWL3XM1Nzezbt06du7cSf/+/S1b9XfbV2egcCkiItKOPNDbdvtUbJWVlXH+/HnLY4G+rrq6mpdeeomSkhKGDRvG+vXrrVZFs7Oz+fLLL/n3f/93/u3f/s3y+cSJE3n++edZt24do0ePxtvbm6tXr1JcXMy0adPsnqu+vp6VK1fyP//zP/j7+7Nx40Y8PT2/VV+dgcKliIhIO+KIO7LvBUajEW9vbwYPHmwzZjKZWLhwIeXl5YSHh/PKK6/QtWtXq5pTp04BMHnyZKvPu3btysSJE3nzzTf5f//v/zFu3Dhyc3MBCAkJsTlXVVUVixcv5sSJEwwdOpS0tDQ8PDzs9nwnfXUGCpciIiLS4RiNRkJCQmy2qU0mE/PmzaO6upqYmBjmz59vdyv79mphU1OTzdjtB7ubzWbg1iOIgoODcXd3t6q7ePEisbGxmEwmIiIiSE5OxtXV1W6/d9pXZ9B57nsXERGRe8K1a9es3pRzW11dHYsXL6a6upr4+HgSEhJaDHC37/retm2bzRy7d++ma9euPPbYY5jNZnJycmzO1dTUxMsvv4zJZOLZZ59l9erVLQbLu+mrM9DKpYiIiHQo+fn5mM1mm23q7du38/nnn+Pn54evry979+61OTY4OBg/Pz9++tOf8t///d/8x3/8ByaTidGjR1NbW8vOnTspLy9n2bJleHl5ceLECaqqqmzC5YEDBygqKsLDw4OgoCC77wgfOHAgAQEBd9VXZ6BwKSIiIh2K0WgkKCjI5trGvLw8AMrLy0lOTrZ7bFJSEn5+fri4uJCens4f//hH9u7di9FoxM3NjcGDB5OYmGh5dqbRaMTX15eAgACrefLz8wGora1l1Sr7b1WaM2cOAQEBd9VXZ9ClpqbG3NZNiIiI3CsuXLjQad4hLW2nPf8d6ZpLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLERERaRMlJSWEhIRw7Ngxu+ONjY3ExMTw6quvtjpPZGQkW7Zssfx7165dPP/884wdO5axY8cyc+ZM9u3bZ3NcU1MTf/zjH5k2bRpjxoxhypQpvPHGG1y+fLnFc8XFxZGcnGz59+HDh5k3bx7jx49nzJgxTJ8+nezsbJqbm22OvdO+OjqFSxEREfnenT17lsTERLshDG4Fv+TkZEpLS1udx2QyUV5ezujRowHIyspi9erVODk5ERsby4svvkhTUxNJSUlkZmZaHZucnMyGDRvo3r07cXFx/PSnP2Xnzp3MmTOHS5cu2Zyrrq6OoqIiQkNDAdi7dy9Lly6lurqaWbNmMX/+fLy8vFi/fj0pKSlWx95NXx2dS1s3ICIiIveWQ4cOkZKSQm1trd3xL7/8kuTkZAoLC79xLoPBgKenJ0FBQVRUVJCZmcmQIUPYvHkzzs7OADz33HO88MILvP3220yZMoXevXvzv//7v3z88ccMHTqUjRs34urqCsATTzzBv/3bv7Fx40ZWrlxpda68vDyam5sJCQnhxo0bpKam0q9fP9599126detmOdeyZcvYtWsXUVFRBAYG3lVfnYFWLkVEROR7s2jRIpYtW4aPjw8RERE243v27GHatGkcP36cmTNnfuN8OTk5hISE4OTkxNGjR2lqaiIyMtIS4ABcXFyIiIigsbGR4uJi4FbABYiNjbUES4CAgADGjBnDvn37qKursznXo48+iqenJyUlJVy7do1JkyZZguVtEydOBKCgoADgrvrqDLRyKSIi0o7s3LmzrVto0ZQpU77zHGfOnCEuLo7o6Gi2bt1qM15aWkpYWBjx8fE4Ozvbrbmtvr6ewsJCVqxYAdxadRw0aBC+vr42tdXV1QA4Od1aV6usrARuhcmve+CBB7h58yafffYZwcHBls+NRiORkZEABAUFsX37du67775vPNfd9NUZKFyKiIi0I7dDT2eVnZ2Nm5tbi+NxcXGW8XPnzrU615EjR2hsbLRcb9m9e3cGDBhgU3drJSX0AAEAAElEQVTlyhV27tyJi4sLQ4YMsdQCXLt2jZ49e1rV376h58KFC5bPTp06RWVlJWFhYQC4ubnx0EMP2ZyrsbGR7OxsAIYPH37XfXUGnScmi4iISLvXWrC8k/GvMhgMBAYG4uXl1WJNY2MjK1eupKamhmnTpuHt7Q1gCXP79++3qq+rq8NoNALQ0NBg+dxoNOLj48MjjzzSak/r1q3j9OnTjB8/vtXalvrqDLRyKSIiIh1Sbm4uzzzzTIvjDQ0N/PKXv8RoNDJkyBDi4+MtY1OmTOFPf/oTW7ZsoUuXLowbN45Lly7xu9/9jsbGRuDWNZG3GY1GQkND6dKli91zNTc3s27dOnbu3En//v0tW/V321dnoJVLERER6XDKyso4f/685bFAX1ddXU1sbCyffPIJw4YNIyMjw2pV1N3dnTfffJMBAwawYcMGoqKimDt3Ln369OHFF18EwMPDA4CrV69SXFxs2X7/uvr6ehITE/nwww/x9/dn06ZNeHp6fqu+OgOtXIqIiLQj9m76EFtGoxFvb28GDx5sM2YymVi4cCHl5eWEh4fzyiuv0LVrV5u6Bx98kHfeeQeTycSlS5d44IEH8PHx4a233gJu3dgDt1ZIAUJCQmzmqKqqYvHixZw4cYKhQ4eSlpZmCaXftq+OTuFSRESkHXHEHdn3AqPRSEhIiM02tclkYt68eVRXVxMTE8P8+fPtbmWbTCYKCwsZM2YM/fv3p3///lZz9+nTBz8/P+DWI4iCg4Nxd3e3muPixYvExsZiMpmIiIggOTnZ6rFG36avzkDb4iIiItKhXLt2zepNObfV1dWxePFiqquriY+PJyEhocUAd+HCBdasWcOOHTusPt+7dy/Hjx9nxowZAJjNZnJycmzO1dTUxMsvv4zJZOLZZ59l9erVLQbLu+mrM9DKpYiIiHQo+fn5mM1mm23q7du38/nnn+Pn54evry979+61OTY4OBg/Pz+GDh3K8OHD2bp1K7W1tQQEBFBaWsp//dd/8aMf/YioqCgATp48SVVVlU24PHDgAEVFRXh4eBAUFGT3HeEDBw4kICDgrvrqDBQuRUREpEMxGo0EBQXZXNuYl5cHQHl5OcnJyXaPTUpKws/PD2dnZ9LS0sjKyuLQoUP8+c9/5v777+fFF19k+vTpllVIo9GIr6+vzcPW8/PzAaitrWXVqlV2zzVnzhwCAgLuqq/OoEtNTY25rZsQERG5V1y4cKHTvENa2k57/jvSNZciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiItImSkpKCAkJ4dixY3bHGxsbiYmJ4dVXX211nsjISLZs2WL591//+ld+8Ytf8OMf/5iIiAh+9atf8cUXX9g99pNPPmH27Nn8+Mc/5ic/+QlJSUlUVFS0eK64uDiSk5Mt/z58+DDz5s1j/PjxjBkzhunTp5OdnU1zc7PNsbt27eL5559n7NixjB07lpkzZ7Jv375Wv1tHpHApIiIi37uzZ8+SmJhoN4QBNDU1kZycTGlpaavzmEwmysvLGT16NAA7duwgMTERgNjYWJ577jny8vJ4/vnnOXv2rNWx+/bt46WXXqKxsZF58+Yxbdo0S9isrq62OVddXR1FRUWEhoYCsHfvXpYuXUp1dTWzZs1i/vz5eHl5sX79elJSUqyOzcrKYvXq1Tg5OREbG8uLL75IU1MTSUlJZGZm3tmP1kG4tHUDIiIicm85dOgQKSkp1NbW2h3/8ssvSU5OprCw8BvnMhgMeHp6EhQURH19PW+88QYDBw7krbfewsXlVswJCwvj3/7t38jMzGTVqlUA1NfX8/rrr1tqu3btCkBISAgvvPACv//971m2bJnVufLy8mhubiYkJIQbN26QmppKv379ePfdd+nWrRsAzz33HMuWLWPXrl1ERUURGBhIRUUFmZmZDBkyhM2bN+Ps7GypfeGFF3j77beZMmUKvXv3/nY/aDujlUsRERH53ixatIhly5bh4+NDRESEzfiePXuYNm0ax48fZ+bMmd84X05ODiEhITg5OVFeXs7gwYOZNm2aJVgCDBo0CE9PT06ePGn57H//93+pqalh2rRplmAJEBwczGOPPca+ffu4efOmzbkeffRRPD09KSkp4dq1a0yaNMkSLG+bOHEiAAUFBQAcPXqUpqYmIiMjLcESwMXFhYiICBobGykuLv7G79pRaOVSRESkHcn+2Xtt3UKLnvtoxnee48yZM8TFxREdHc3WrVttxktLSwkLCyM+Ph5nZ2e7NbfV19dTWFjIihUrABg4cKDVtZe3nT9/nsuXL/Poo49aPispKQEgKCjIpv7RRx+lsLCQM2fOEBAQYPncaDQSGRlpOW779u3cd999Nsff3lJ3crq1hvfEE08waNAgfH19v7G2M1C4FBERaUe+LDzf1i38Q2VnZ+Pm5tbieFxcnGX83Llzrc515MgRGhsbLddbfl1FRQV/+9vf2LRpE127dmX27NmWscrKSgD69u1rc1yfPn0s578dLk+dOkVlZSVhYWEAuLm58dBDD9kc29jYSHZ2NgDDhw8HoHv37gwYMMCm9sqVK+zcuRMXFxeGDBnS6nftSBQuRURE5HvTWrC8k/GvMhgMBAYG4uXlZTN29epVnnnmGcu/Y2NjrVYur169CtwKfl93e5u8vr7e8pnRaMTHx4dHHnmk1Z7WrVvH6dOnGT9+fKu1jY2NrFy5kpqaGqZPn463t3er83YkCpciIiLSIeXm5loFyK8ym82sWrUKJycn9u/fz6ZNmygrK+PXv/61TV1Lvnp9pNFoJDQ0lC5dutitbW5uZt26dezcuZP+/ftbturtaWho4Je//CVGo5EhQ4YQHx/f2tfscDrPBr+IiIjcM8rKyjh//rzlsUBfd9999/HUU08RERHB+vXr+fGPf8zHH39sucmmR48eAFy/ft3m2Nufubu7A7dWOYuLi1vcfq+vrycxMZEPP/wQf39/Nm3ahKenp93a6upqYmNj+eSTTxg2bBgZGRl3tVrbEWjlUkREpB3pO/T+tm6hQzAajXh7ezN48OA7qn/qqac4dOgQf/vb3xg2bBg/+MEPgFvXXt4Okbfdvh7z9g04ubm5wK3HFH1dVVUVixcv5sSJEwwdOpS0tDQ8PDzs9mAymVi4cCHl5eWEh4fzyiuvWN2p3lkoXIqIiLQjjrgj+15gNBoJCQmx2qb+85//zJYtW0hMTGTcuHFW9deuXQP+73rK29dffvrpp/j7+1vVlpSU4O7uzg9/+EPg1iOIgoODbULoxYsXiY2NxWQyERERQXJyMq6urnb7NZlMzJs3j+rqamJiYpg/f36LW+wdnbbFRUREpEO5du2a1Ztybhs4cCAXLlzgvffeo6mpyfL59evXef/993FxcbHc7T1mzBg8PDz405/+RENDg6W2uLiYoqIiJk2ahJOTE2azmZycHJtzNTU18fLLL2MymXj22WdZvXp1i8Gyrq6OxYsXU11dTXx8PAkJCZ02WIJWLkVERKSDyc/Px2w222xTBwYGMm3aNP7zP/+TF198kZ/85CfU19eza9cuzp49y5IlS7j//luXHXTr1o2FCxeyatUq5s6dy+TJk6murub999/n/vvvZ9asWQCcPHmSqqoqm3B54MABioqK8PDwICgoyO47wgcOHEhAQADbt2/n888/x8/PD19fX/bu3WtTGxwcjJ+fn6N+ojalcCkiIiIditFoJCgoyO61jS+99BIDBw7kgw8+4I033sDNzY3AwEBeeuklmzD69NNP0717d9555x3S09O57777ePzxx4mLi7M8GshoNOLr62v1MHW4FXABamtrLa+U/Lo5c+YQEBBAXl4eAOXl5SQnJ9utTUpK6jThsktNTU3L9+CLiIiIQ124cKHTvENa2k57/jvSNZciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiItImSkpKCAkJ4dixYzZjhYWFLFiwgPDwcMLCwoiKiuKtt97ixo0bdufas2cPY8aM4fr16zZj586dY9y4cezevbvFXioqKhg1ahRHjhwB4Pr162zatImoqChCQ0MJDw9n0aJFlJSU2BxbU1NDWloaU6ZMITQ0lIiICJYvX86ZM2fu8JfoXFzaugERERG595w9e5bExESam5ttxgoKCoiPj8fb25vo6Gg8PT3Jz88nMzOT4uJiNmzYgJOT9fqY0Whk6NChdOvWzerz6upqFi1aRH19fav9GAwGevTowWOPPYbZbGbp0qXk5eURHh7O9OnTuXTpEjt27GDu3LlkZGQwatQoABoaGoiNjeX06dM8/fTTBAYGcu7cOXbs2EFubi6ZmZkMGDDgO/5aHYvCpYiIiHyvDh06REpKCrW1tXbH16xZQ8+ePXnnnXfo1asXAFOnTiU9PZ1t27Zx8OBBJkyYYKlvamoiNzeXOXPmWM1TWFhIUlISFRUV39iT0Whk5MiRuLq6sn//fvLy8pg5cyZxcXGWmsmTJzN9+nTWr19PdnY2ANu2baOsrIzly5cTGRlpqZ0wYQKzZs1i48aNpKen3/mP0wloW1xERES+N4sWLWLZsmX4+PgQERFhM15RUcHZs2cZN26cJVjeNmnSJOBWaPyqTz/9lNraWkJDQy2fpaamMm/ePMxms1Xos+fmzZscPXqUsLAwAPLz8wGIioqyquvTpw/Dhg3j9OnT1NTUAJCXl4erqyuTJ0+2qh00aBD+/v4UFBS0eu7OSCuXIiIi7chPdle2dQst+u+nfb/zHGfOnCEuLo7o6Gi2bt1qM+7j48MHH3xA165dbcYuXrwIYLMlbjAY6NevHw8++KDls1OnThETE8MvfvEL/vrXv/Lhhx+22FNhYSF1dXWMHj0agPnz5zN16lR8fW2/b3V1tVUPq1evprq6GmdnZ6s6s9nMpUuXbHq9FyhcioiItCNHLtxs6xb+obKzs3Fzc2tx3MXFxSokftV7770HwPDhw60+NxqNVquWAG+++War5/kqg8HAwIED6dOnDwBeXl54eXnZ1BUVFVFSUkJAQAAeHh4A9OrVy2aFFWD//v1UVVXx+OOP31EPncm9F6dFRESkzdxp4Pu6rKws8vPzGTRokFVgq6qqorS01LKl/W3OYy+cfl1lZSVJSUkAzJ07t9XasrIy0tLScHZ2Zvbs2XfcR2ehcCkiIiLtWlZWFlu2bMHb25u1a9dabTXn5OTg5ubGsGHDvtXc5eXlmEymVsPluXPniI2N5fz588TExDBu3LgWa0+ePElcXBxXrlxhyZIlDB48+Fv11ZFpW1xERETapcbGRtLS0vjwww/x9fXlt7/9LX5+flY1BoOBESNG2L1G804YjUbc3d0JDg62O378+HGWLFnCxYsXmTFjBgkJCS3OZTAY+NWvfkVdXR1Llixh6tSp36qnjk7hUkREpB0Z2du1rVtoF+rq6li+fDk5OTn4+/uTkZFB3759rWoaGxvJz88nNjb2W5/HaDQyatQoXFxsI9Hhw4dZuXIlDQ0NJCQkEBMT0+I8O3bs4LXXXsPJyYlVq1bx5JNPfuueOjqFSxERkXbEEXdkd3T19fUsWLCAoqIiRowYQWpqKu7u7jZ1xcXFXL169Ruvl2xJQ0MDx44dY+nSpTZjBw8eZMWKFTg7O7NmzRrCw8NbnGfbtm2kp6fj4eFBamrqt96i7ywULkVERKRdSUlJoaioiLFjx/Kb3/wGV1f7q7lGo5H+/fvbbJXfqYKCAhoaGiyPILrt1KlTJCcn4+LiQkZGhs3d6V+Vk5NDRkYGnp6ebN68+Z57G489CpciIiLSbhQXF/Pxxx/j6urK6NGjOXDggE2Nn58fwcHBd3SXd2sMBgMPP/ywzaOENmzYQENDA2FhYVRWVrJ3716bY8ePH0/37t15/fXXMZvNjB07ltLSUkpLS21qJ06c+K177IgULkVERKTduP12nJs3b5Kammq3ZtKkSfTt25fPPvuMhQsXfutz5eTkWL1GEm5dx3n7rToGgwGDwWD32I8++ojLly9jMpkA2L17N7t377Zbe6+Fyy41NTXmtm5CRETkXnHhwgV69+7d1m1IB9ee/470nEsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERFpEyUlJYSEhHDs2DGbscLCQhYsWEB4eDhhYWFERUXx1ltvcePGDbtz7dmzhzFjxnD9+nUAzp8/z6uvvspPf/pTRo8ezU9/+lNWr17NhQsX7B5fUVHBqFGjOHLkCADXr19n06ZNREVFERoaSnh4OIsWLaKkpMTm2JqaGtLS0pgyZQqhoaFERESwfPlyzpw58y1/mY7Npa0bEBERkXvP2bNnSUxMpLm52WasoKCA+Ph4vL29iY6OxtPTk/z8fDIzMykuLmbDhg04OVmvjxmNRoYOHUq3bt24dOkSs2fP5sqVK0RGRvLQQw9RVlbGRx99RF5eHlu3bqVXr15WxxsMBnr06MFjjz2G2Wxm6dKl5OXlER4ezvTp07l06RI7duxg7ty5ZGRkMGrUKAAaGhqIjY3l9OnTPP300wQGBnLu3Dl27NhBbm4umZmZDBgw4B/3Q7ZDCpciIiLyvTp06BApKSnU1tbaHV+zZg09e/bknXfesYTAqVOnkp6ezrZt2zh48CATJkyw1Dc1NZGbm8ucOXMA2Lx5M1VVVbzxxhuMHj3aUvejH/2Il156ibfffpvExESrcxqNRkaOHImrqyv79+8nLy+PmTNnEhcXZ6mZPHky06dPZ/369WRnZwOwbds2ysrKWL58OZGRkZbaCRMmMGvWLDZu3Eh6evp3/MU6Fm2Li4iIyPdm0aJFLFu2DB8fHyIiImzGKyoqOHv2LOPGjbNZXZw0aRJwa8v8qz799FNqa2sJDQ0FIC8vDz8/P6tgCfD444/j7u5OQUGB1ec3b97k6NGjhIWFAZCfnw9AVFSUVV2fPn0YNmwYp0+fpqamxnIuV1dXJk+ebFU7aNAg/P39bc51L9DKpYiISDvSfVXcNxe1kfqk333nOc6cOUNcXBzR0dFs3brVZtzHx4cPPviArl272oxdvHgRwGZL3GAw0K9fPx588EEAtmzZQl1dnW3/9fXU19fbHF9YWEhdXZ0ljM6fP5+pU6fi6+trM0d1dbVVD6tXr6a6uhpnZ2erOrPZzKVLl2zOdS9QuBQREWlHnMuOt3UL/1DZ2dm4ubm1OO7i4mIJiV/33nvvATB8+HCrz41Go2XVEm6tMNqzbds2mpqaGDFihNXnBoOBgQMHWo7z8vLCy8vL5viioiJKSkoICAjAw8MDgF69etmssALs37+fqqoqHn/88Ra+aed178VpERERaTOtBcvWZGVlkZ+fz6BBg6wCW1VVFaWlpZYt7ZYcOXKErKwsevbsyYwZM6zGvh5O7amsrCQpKQmAuXPntlpbVlZGWloazs7OzJ49u9XazkjhUkRERNq1rKwstmzZgre3N2vXrrXaas7JycHNzY1hw4a1eHxubi5LliyhubmZV1991Wpls7y8HJPJ1Gq4PHfuHLGxsZw/f56YmBjGjRvXYu3JkyeJi4vjypUrLFmyhMGDB9/lt+34FC5FRESkXWpsbGTt2rVs2bIFX19fNm3ahJ+fn1WNwWBgxIgRdq/RBPjzn//M4sWLaWpq4te//rXNNrXRaMTd3Z3g4GC7xx8/fpzZs2fz+eefM2PGDBISElrs12Aw8OKLL1JTU8OSJUuYOnXqXX7jzkHXXIqIiLQjTQMC27qFdqGuro7ly5eTk5ODv78/GRkZ9O3b16qmsbGR/Px8YmNj7c6xadMm/vCHP+Du7s66desYOXKkTY3RaGTUqFG4uNhGosOHD7Ny5UoaGhpISEggJiamxX537NjBa6+9hpOTE6tWreLJJ5+8y2/ceShcioiItCOOuCO7o6uvr2fBggUUFRUxYsQIUlNTcXd3t6krLi7m6tWrdre0X3/9df70pz/Rt29f0tPT7T7IvKGhgWPHjrF06VKbsYMHD7JixQqcnZ1Zs2YN4eHhLfa7bds20tPT8fDwIDU1tdUt+nuBwqWIiIi0KykpKRQVFTF27Fh+85vf4OrqarfOaDTSv39/m63yDz/8kD/96U/069ePzZs3232kENx6E1BDQ4PN8zBPnTpFcnIyLi4uZGRk2Nyd/lU5OTlkZGTg6enJ5s2b77m38dijcCkiIiLtRnFxMR9//DGurq6MHj2aAwcO2NT4+fkRHBxs9y7v+vp63nzzTQDGjx9v973l3bt3Z/z48RgMBh5++GGbRwlt2LCBhoYGwsLCqKysZO/evTZzjB8/nu7du/P6669jNpsZO3YspaWllJaW2tROnDjxrn6Djk7hUkRERNqN22/HuXnzJqmpqXZrJk2aRN++ffnss89YuHCh1djf/vY3y2sl//jHP9o9/v7772f8+PHk5ORYvUYSbl3HefutOgaDAYPBYHeOjz76iMuXL2MymQDYvXs3u3fvtlt7r4XLLjU1Nea2bkJEROReceHCBXr37t3WbUgH157/jvQoIhERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLERERaRMlJSWEhIRw7Ngxm7HCwkIWLFhAeHg4YWFhREVF8dZbb3Hjxg27c+3Zs4cxY8Zw/fp1AKqrq/nNb37DlClTGDt2LNHR0ezYsQOz2Wz3+IqKCkaNGsWRI0cAuH79Ops2bSIqKorQ0FDCw8NZtGgRJSUlNsfW1NSQlpbGlClTCA0NJSIiguXLl3PmzJlv+ct0bC5t3YCIiIjce86ePUtiYiLNzc02YwUFBcTHx+Pt7U10dDSenp7k5+eTmZlJcXExGzZswMnJen3MaDQydOhQunXrxtWrV5k3bx5ffvklU6dOpV+/fuTk5LBu3TrKyspITEy0OafBYKBHjx489thjmM1mli5dSl5eHuHh4UyfPp1Lly6xY8cO5s6dS0ZGBqNGjQKgoaGB2NhYTp8+zdNPP01gYCDnzp1jx44d5ObmkpmZyYABA/4xP2I7pXApIiIi36tDhw6RkpJCbW2t3fE1a9bQs2dP3nnnHXr16gXA1KlTSU9PZ9u2bRw8eJAJEyZY6puamsjNzWXOnDkAvP/++5hMJlJSUvjJT34CQFRUFEuWLGHHjh38/Oc/58EHH7Q6p9FoZOTIkbi6urJ//37y8vKYOXMmcXFxlprJkyczffp01q9fT3Z2NgDbtm2jrKyM5cuXExkZaamdMGECs2bNYuPGjaSnpzvgV+s4tC0uIiIi35tFixaxbNkyfHx8iIiIsBmvqKjg7NmzjBs3zhIsb5s0aRJwa8v8qz799FNqa2sJDQ0F4MaNGwQGBhIeHm5V96Mf/Qiz2czJkyetPr958yZHjx4lLCwMgPz8fOBWIP2qPn36MGzYME6fPk1NTQ0AeXl5uLq6MnnyZKvaQYMG4e/vT0FBwTf+Jp2NVi5FRETakfqjC9u6hRZ1H5Hxnec4c+YMcXFxREdHs3XrVptxHx8fPvjgA7p27WozdvHiRQCbLXGDwUC/fv0sq5H//u//bvfct0PlD37wA6vPCwsLqaurY/To0QDMnz+fqVOn4uvrazNHdXW1VQ+rV6+muroaZ2dnqzqz2cylS5dser0XKFyKiIi0I821J9q6hX+o7Oxs3NzcWhx3cXGx2bK+7b333gNg+PDhVp8bjUbLquXX1dfXU15ezp49e9i1axfjxo3j0UcftaoxGAwMHDiQPn36AODl5YWXl5fNXEVFRZSUlBAQEICHhwcAvXr1sllhBdi/fz9VVVU8/vjjLX7XzkrhUkRERL43rQXL1mRlZZGfn8+gQYOsAltVVRWlpaVW10Z+1ebNm9m2bRsADzzwAAsXLrSpMRqNjBs3rtXzV1ZWkpSUBMDcuXNbrS0rKyMtLQ1nZ2dmz57dam1ndO+t1YqIiEiHkpWVxZYtW/D29mbt2rVWW805OTm4ubkxbNgwu8eOGTOG1157jfj4eC5fvkxMTAzHjx+3jJeXl2MymVpc+QQ4d+4csbGxnD9/npiYmFaD6MmTJ4mLi+PKlSssWbKEwYMHf4tv3LEpXIqIiEi71NjYyNq1a9myZQu+vr5s2rQJPz8/qxqDwcCIESPsXqMJMHLkSB5//HGef/553nzzTa5fv85vf/tby7jRaMTd3Z3g4GC7xx8/fpzZs2fz+eefM2PGDBISElrs12Aw8OKLL1JTU8OSJUuYOnXqt/jWHZ+2xUVERNoRJ49Bbd1Cu1BXV8fy5cvJycnB39+fjIwM+vbta1XT2NhIfn4+sbGxdzTnI488wg9/+EP+9re/WT4zGo2MGjUKFxfbSHT48GFWrlxJQ0MDCQkJxMTEtDj3jh07eO2113BycmLVqlU8+eSTd/hNOx+FSxERkXbEEXdkd3T19fUsWLCAoqIiRowYQWpqKu7u7jZ1xcXFXL161WpL22w286//+q+4ubnx9ttv2xxz7do1yypnQ0MDx44dY+nSpTZ1Bw8eZMWKFTg7O7NmzRqbxxp91bZt20hPT8fDw4PU1NQWt+jvFdoWFxERkXYlJSWFoqIixo4dyxtvvGE3WMKtVcf+/ftbbZV36dKF3r17U1JSQm5urlX9vn37OH/+POPHjwduvQmooaHB8gii206dOkVycjIuLi688cYbrQbLnJwcMjIy8PT0ZMuWLfd8sAStXIqIiEg7UlxczMcff4yrqyujR4/mwIEDNjV+fn4EBwe3+AiihQsX8v/+3/9j2bJlREVF0a9fPz799FP+8pe/0L9/f8s2usFg4OGHH7Z5lNCGDRtoaGggLCyMyspK9u7da3OO8ePH0717d15//XXMZjNjx46ltLSU0tJSm9qJEyd+25+jQ1K4FBERkXbj9ttxbt68SWpqqt2aSZMm0bdvXz777DO7jxbq378/77zzDps3b2b37t1cuXKFPn36EB0dzS9+8QvLSmhOTo7VayTh1nWct9+qYzAYMBgMdnv46KOPuHz5MiaTCYDdu3eze/duu7X3WrjsUlNTY27rJkRERO4VFy5coHfv3m3dhnRw7fnvSNdcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIhImygpKSEkJIRjx47ZjBUWFrJgwQLCw8MJCwsjKiqKt956ixs3btida8+ePYwZM4br16/bHf/Vr37FqFGjOHfunN3xiooKRo0axZEjRwC4fv06mzZtIioqitDQUMLDw1m0aBElJSU2x9bU1JCWlsaUKVMIDQ0lIiKC5cuXc+bMmTv8JToXl7ZuQERERO49Z8+eJTExkebmZpuxgoIC4uPj8fb2Jjo6Gk9PT/Lz88nMzKS4uJgNGzbg5GS9PmY0Ghk6dCjdunWzmW/Pnj18/PHHrfZjMBjo0aMHjz32GGazmaVLl5KXl0d4eDjTp0/n0qVL7Nixg7lz55KRkcGoUaMAaGhoIDY2ltOnT/P0008TGBjIuXPn2LFjB7m5uWRmZjJgwIDv8Et1PAqXIiIi8r06dOgQKSkp1NbW2h1fs2YNPXv25J133qFXr14ATJ06lfT0dLZt28bBgweZMGGCpb6pqYnc3FzmzJljM9e5c+dIS0vDzc2txVVPuBVOR44ciaurK/v37ycvL4+ZM2cSFxdnqZk8eTLTp09n/fr1ZGdnA7Bt2zbKyspYvnw5kZGRltoJEyYwa9YsNm7cSHp6+t39QB2ctsVFRETke7No0SKWLVuGj48PERERNuMVFRWcPXuWcePGWYLlbZMmTQJubZl/1aeffkptbS2hoaFWnzc1NZGcnEy/fv348Y9/3GJPN2/e5OjRo4SFhQGQn58PQFRUlFVdnz59GDZsGKdPn6ampgaAvLw8XF1dmTx5slXtoEGD8Pf3p6CgoMXzdlZauRQREWlH3vrLqrZuoUVzJyV95znOnDlDXFwc0dHRbN261Wbcx8eHDz74gK5du9qMXbx4EcBmS9xgMNCvXz8efPBBq8+3bt3KiRMneOedd3j33Xdb7KmwsJC6ujpGjx4NwPz585k6dSq+vr42tdXV1VY9rF69murqapydna3qzGYzly5dsun1XqBwKSIi0o58fqGsrVv4h8rOzsbNza3FcRcXF5uQeNt7770HwPDhw60+NxqNNquWJSUlZGZmsnDhQvz9/VvtyWAwMHDgQPr06QOAl5cXXl5eNnVFRUWUlJQQEBCAh4cHAL169bJZYQXYv38/VVVVPP74462euzO69+K0iIiItJnWgmVrsrKyyM/PZ9CgQVaBraqqitLSUsuWNkBdXR3JyckMHz6cf/mXf/nGue2F06+rrKwkKenWyu3cuXNbrS0rKyMtLQ1nZ2dmz579jefvbLRyKSIiIu1aVlYWW7Zswdvbm7Vr11ptNefk5ODm5sawYcMsn61fv57Lly+zadMmunTp0urc5eXlmEymVsPluXPnmD9/PufPnycmJoZx48a1WHvy5EkSEhK4cuUKiYmJDB48+C6+aeeglUsRERFplxobG1m7di1btmzB19eXTZs24efnZ1VjMBgYMWKE5RrNQ4cOsWvXLl588UXc3NyoqamhpqaGmzdvAnDlyhXLzThwa9XS3d2d4OBguz0cP36c2bNn8/nnnzNjxgwSEhJa7NdgMPDiiy9SU1PDkiVLmDp16nf8BTomrVyKiIi0Iw/0vreeidiSuro6li9fTk5ODv7+/mRkZNC3b1+rmsbGRvLz84mNjbV89j//8z8ApKamkpqaajPvv/7rvwL/d0e40Whk1KhRuLjYRqLDhw+zcuVKGhoaSEhIICYmpsV+d+zYwWuvvYaTkxOrVq3iySefvPsv3UkoXIqIiLQjjrgju6Orr69nwYIFFBUVMWLECFJTU3F3d7epKy4u5urVq1Zb2v/6r//KxIkTbWrfffdd8vLyWLVqFd7e3sCtB6AfO3aMpUuX2tQfPHiQFStW4OzszJo1awgPD2+x323btpGeno6HhwepqalWW/T3IoVLERERaVdSUlIoKipi7Nix/OY3v8HV1dVundFopH///lZb5f7+/nbvDt+7dy8AwcHB/OAHPwBuvQmooaHB8gii206dOkVycjIuLi5kZGTY3J3+VTk5OWRkZODp6cnmzZvvubfx2KNwKSIiIu1GcXExH3/8Ma6urowePZoDBw7Y1Pj5+REcHHxHd3m3xmAw8PDDD9s8SmjDhg00NDQQFhZGZWWlJZh+1fjx4+nevTuvv/46ZrOZsWPHUlpaSmlpqU2tvZXUzkzhUkRERNqN29dC3rx50+41k3DrTT19+/bls88+Y+HChd/6XDk5OVavkYRb13HefquOwWDAYDDYPfajjz7i8uXLmEwmAHbv3s3u3bvt1t5r4bJLTU2Nua2bEBERuVdcuHCB3r17t3Ub0sG1578jPYpIRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJERETaRElJCSEhIRw7dsxmrLCwkAULFhAeHk5YWBhRUVG89dZb3Lhxw+5ce/bsYcyYMVy/fh2ArKwsRo0aZfe/t956y+b4iooKRo0axZEjRwC4fv06mzZtIioqitDQUMLDw1m0aBElJSU2x9bU1JCWlsaUKVMIDQ0lIiKC5cuXc+bMme/w63RcLm3dgIiIiNx7zp49S2JiIs3NzTZjBQUFxMfH4+3tTXR0NJ6enuTn55OZmUlxcTEbNmzAycl6fcxoNDJ06FC6desGwGeffUb37t15+eWXbeYfOHCgzWcGg4EePXrw2GOPYTabWbp0KXl5eYSHhzN9+nQuXbrEjh07mDt3LhkZGYwaNQqAhoYGYmNjOX36NE8//TSBgYGcO3eOHTt2kJubS2ZmJgMGDHDET9ZhKFyKiIjI9+rQoUOkpKRQW1trd3zNmjX07NmTd955h169egEwdepU0tPT2bZtGwcPHmTChAmW+qamJnJzc5kzZ47ls1OnTuHv78/EiRPvqCej0cjIkSNxdXVl//795OXlMXPmTOLi4iw1kydPZvr06axfv57s7GwAtm3bRllZGcuXLycyMtJSO2HCBGbNmsXGjRtJT0+/8x+nE9C2uIiIiHxvFi1axLJly/Dx8SEiIsJmvKKigrNnzzJu3DhLsLxt0qRJwK0t86/69NNPqa2tJTQ0FLi1pf3FF1/g7+9/Rz3dvHmTo0ePEhYWBkB+fj4AUVFRVnV9+vRh2LBhnD59mpqaGgDy8vJwdXVl8uTJVrWDBg3C39+fgoKCO+qhM9HKpYiISDuyc+fOtm6hRVOmTPnOc5w5c4a4uDiio6PZunWrzbiPjw8ffPABXbt2tRm7ePEigM2WuMFgoF+/fjz44IMAlJWV0dzcbNmObmhowNnZGRcX+7GnsLCQuro6Ro8eDcD8+fOZOnUqvr6+NrXV1dVWPaxevZrq6mqcnZ2t6sxmM5cuXbLp9V6gcCkiItKOVFZWtnUL/1DZ2dm4ubm1OO7i4mIJiV/33nvvATB8+HCrz41Go2XVEm5tiQOcPHmSf/mXf8FkMuHk5MRjjz3GwoULeeSRR6yONxgMDBw4kD59+gDg5eWFl5eXzfmLioooKSkhICAADw8PAHr16mWzwgqwf/9+qqqqePzxx1v8rp3VvRenRUREpM20Fixbk5WVRX5+PoMGDbIKbFVVVZSWllq2tOH/wuX/9//9f0RFRZGWlsbs2bM5ceIEL7zwAsePH7ea++vh1J7KykqSkpIAmDt3bqu1ZWVlpKWl4ezszOzZs+/qe3YGWrkUERGRdi0rK4stW7bg7e3N2rVrrbaac3JycHNzY9iwYZbPQkJC6NmzJ9HR0ZYVyMcff5zQ0FBmz57N66+/TmZmJgDl5eWYTKZWw+W5c+eYP38+58+fJyYmhnHjxrVYe/LkSRISErhy5QqJiYkMHjz4O377jkfhUkRERNqlxsZG0tLS+PDDD/H19eW3v/0tfn5+VjUGg4ERI0ZYXaM5duxYxo4dazNfYGAg//zP/0xRURHXrl2jZ8+eGI1G3N3dCQ4OttvD8ePHWbJkCRcvXmTGjBkkJCS02K/BYOBXv/oVdXV1LFmyhKlTp37Lb96xKVyKiIi0I/ZuIrkX1dXVsXz5cnJycvD39ycjI4O+ffta1TQ2NpKfn09sbOwdz+vt7Y3ZbKa+vt4SLkeNGmX3Zp/Dhw+zcuVKGhoaSEhIICYmpsV5d+zYwWuvvYaTkxOrVq3iySefvPMv28koXIqIiLQjjrgju6Orr69nwYIFFBUVMWLECFJTU3F3d7epKy4u5urVq1Zb2mazmVmzZgHYvRv99OnT9OzZk3/6p3+ioaGBY8eOsXTpUpu6gwcPsmLFCpydnVmzZg3h4eEt9rtt2zbS09Px8PAgNTXVaov+XqQbekRERKRdSUlJoaioiLFjx/LGG2/YDZZw60ac/v37W22Vd+nSBU9PT44fP87hw4et6v/yl79w+vRpJk6ciLOzMwUFBTQ0NFgeQXTbqVOnSE5OxsXFhTfeeKPVYJmTk0NGRgaenp5s2bLlng+WoJVLERERaUeKi4v5+OOPcXV1ZfTo0Rw4cMCmxs/Pj+Dg4Bbv8l6wYAElJSX86le/IjIykoceeohPP/2Uv/zlL/j7+1u20Q0GAw8//LDNo4Q2bNhAQ0MDYWFhVFZWsnfvXptzjB8/nu7du/P6669jNpsZO3YspaWllJaW2tTe6VuCOguFSxEREWk3br8d5+bNm6SmptqtmTRpEn379uWzzz5j4cKFNuP+/v688847bNmyhf3793PlyhV69+5NdHQ0s2bN4r777gNurTp+9TWScOs6zttv1TEYDBgMBrs9fPTRR1y+fBmTyQTA7t272b17t93aey1cdqmpqTG3dRMiIiL3igsXLtC7d++2bkM6uPb8d6RrLkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERKRNlJSUEBISwrFjx2zGCgsLWbBgAeHh4YSFhREVFcVbb73FjRs37M61Z88exowZw/Xr1y2f7du3j1/84hc8/vjjPPXUUyQmJmIymeweX1FRwahRozhy5AgA169fZ9OmTURFRREaGkp4eDiLFi2ipKTE5tiamhrS0tKYMmUKoaGhREREsHz5cs6cOfMtfpWOT+FSREREvndnz54lMTGR5uZmm7GCggLi4uL47LPPiI6OZtGiRQwYMIDMzEwWL15s9xij0cjQoUPp1q0bAFu2bCEpKQlXV1cSEhL42c9+xpEjR5g9ezbnzp2zOd5gMNCjRw8ee+wxzGYzS5cu5Q9/+AMPP/wwixcv5uc//zl/+9vfmDt3Lvn5+ZbjGhoaiI2NZceOHYwcOZKXXnqJyZMnk5uby6xZsygrK3Pgr9YxuLR1AyIiInJvOXToECkpKdTW1todX7NmDT179uSdd96hV69eAEydOpX09HS2bdvGwYMHmTBhgqW+qamJ3Nxc5syZA8CJEyf4wx/+wNixY0lNTcXZ2RmAUaNG8eKLL/LOO++wfPlyq3MajUZGjhyJq6sr+/fvJy8vj5kzZxIXF2epmTx5MtOnT2f9+vVkZ2cDsG3bNsrKyli+fDmRkZGW2gkTJjBr1iw2btxIenq6A361jkMrlyIiIvK9WbRoEcuWLcPHx4eIiAib8YqKCs6ePcu4ceMswfK2SZMmAbe2zL/q008/pba2ltDQUAA+/PBDmpubWbJkiSVYAgwbNoy5c+fy6KOPWh1/8+ZNjh49SlhYGIBlZTIqKsqqrk+fPgwbNozTp09TU1MDQF5eHq6urkyePNmqdtCgQfj7+1NQUHBHv0tnopVLERGRdiT7Z++1dQsteu6jGd95jjNnzhAXF0d0dDRbt261Gffx8eGDDz6ga9euNmMXL14EwMnJem3MYDDQr18/HnzwQQCOHj3KgAED+MEPfgDcCo/Nzc107drVsrr5VYWFhdTV1TF69GgA5s+fz9SpU/H19bWpra6utuph9erVVFdXW4VYALPZzKVLl2x6vRcoXIqIiLQjXxaeb+sW/qGys7Nxc3NrcdzFxcUSEr/uvfduBe/hw4dbfW40Gi2rljdv3qS8vJywsDAKCgrYuHEjn376KQBBQUEsXLiQf/7nf7Y63mAwMHDgQPr06QOAl5cXXl5eNucvKiqipKSEgIAAPDw8AOjVq5fNCivA/v37qaqq4vHHH2/xu3ZW916cFhERkTbTWrBsTVZWFvn5+QwaNMgqsFVVVVFaWmrZ0r569SrNzc2cOXOGhIQEBg8ezG9+8xvmz5+PyWQiNjbWEjZv+2o4bUllZSVJSUkAzJ07t9XasrIy0tLScHZ2Zvbs2d/m63ZoWrkUERGRdi0rK4stW7bg7e3N2rVrrbaac3JycHNzY9iwYQCWRxV9/vnnLFiwgBkz/m8rf+TIkcycOZOMjAx+//vfA1BeXo7JZGo1XJ47d4758+dz/vx5YmJiGDduXIu1J0+eJCEhgStXrpCYmMjgwYO/03fviLRyKSIiIu1SY2Mja9euZcuWLfj6+rJp0yb8/PysagwGAyNGjLBco9m9e3cAnJ2dmTp1qlXtI488wj//8z9TXFxMfX09cGvV0t3dneDgYLs9HD9+nNmzZ/P5558zY8YMEhISWuzXYDDw4osvUlNTw5IlS2zOf6/QyqWIiEg70nfo/W3dQrtQV1fH8uXLycnJwd/fn4yMDPr27WtV09jYSH5+PrGxsZbP7rvvPnr27ImLi4vdm4J8fHwwm81cu3aN7t27YzQaGTVqFC4utpHo8OHDrFy5koaGBhISEoiJiWmx3x07dvDaa6/h5OTEqlWrePLJJ7/Dt+/YFC5FRETaEUfckd3R1dfXs2DBAoqKihgxYgSpqam4u7vb1BUXF3P16lWrLe0uXboQGBjI0aNHqaystLnj+4svvqB79+54e3vT0NDAsWPHWLp0qc3cBw8eZMWKFTg7O7NmzRrCw8Nb7Hfbtm2kp6fj4eFBamqqZYv+XqVtcREREWlXUlJSKCoqYuzYsbzxxht2gyXc2tLu37+/zVb5M888g9lsZsuWLVaf5+TkcPLkScLDw3FycqKgoICGhgbLI4huO3XqFMnJybi4uPDGG2+0GixzcnLIyMjA09OTLVu23PPBErRyKSIiIu1IcXExH3/8Ma6urowePZoDBw7Y1Pj5+REcHNziXd5PPfUUf/3rX9m1axcXL17k8ccf54svvuA///M/6d27t+WtOwaDgYcfftjmUUIbNmygoaGBsLAwKisr2bt3r805xo8fT/fu3Xn99dcxm82MHTuW0tJSSktLbWonTpz4bX+ODknhUkRERNqN22/HuXnzJqmpqXZrJk2aRN++ffnss89YuHCh3ZqUlBS2b9/Ozp07ef3113F3d+cnP/kJsbGxljCZk5Nj9RpJuHUd5+236hgMBgwGg935P/roIy5fvozJZAJg9+7d7N69227tvRYuu9TU1JjbugkREZF7xYULF+jdu3dbtyEdXHv+O9I1lyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMC5t3YCIiIjcm0pKSpgzZw5vvvkmw4cPtxorLCxk69atlJSUcP36dfr27cuTTz7JzJkzcXNzs5lrz549rFmzhgMHDvD4449/47nz8/Ot/l1RUcEzzzzDm2++yciRI7l+/Tp/+MMfOHDgAOfPn6d79+4EBwcze/ZsgoKCrI6tqanh97//Pf/7v//LhQsXcHd3Z/jw4cybN4+HHnro7n+YDk7hUkRERL53Z8+eJTExkebmZpuxgoIC4uPj8fb2Jjo6Gk9PT/Lz88nMzKS4uJgNGzbg5GS9+Wo0Ghk6dCjdunXj1VdftXvO3Nxc9u7dy49//GObMYPBQI8ePXjssccwm80sXbqUvLw8wsPDmT59OpcuXWLHjh3MnTuXjIwMRo0aBUBDQwOxsbGcPn2ap59+msDAQM6dO8eOHTvIzc0lMzOTAQMGOOAX6zgULkVEROR7dejQIVJSUqitrbU7vmbNGnr27Mk777xDr169AJg6dSrp6els27aNgwcPMmHCBEt9U1MTubm5zJkzB4CJEyfazFlRUcHrr7/Ogw8+SFJSks240Whk5MiRuLq6sn//fvLy8pg5cyZxcXGWmsmTJzN9+nTWr19PdnY2ANu2baOsrIzly5cTGRlpqZ0wYQKzZs1i48aNpKenf4tfqePSNZciIiLyvVm0aBHLli3Dx8eHiIgIm/GKigrOnj3LuHHjLMHytkmTJgG3tsy/6tNPP6W2tpbQ0NAWz5uamsrly5f55S9/Sc+ePa3Gbt68ydGjRwkLCwP+b8s8KirKqq5Pnz4MGzaM06dPU1NTA0BeXh6urq5MnjzZqnbQoEH4+/tTUFDQYk+dlVYuRURE2pGf7K5s6xZa9N9P+37nOc6cOUNcXBzR0dFs3brVZtzHx4cPPviArl272oxdvHgRwGZL3GAw0K9fPx588EG758zPz+eTTz5h4sSJDBs2zGa8sLCQuro6Ro8eDcD8+fOZOnUqvr6237e6utqqh9WrV1NdXY2zs7NVndls5tKlSza93gsULkVERNqRIxdutnUL/1DZ2dl2b8i5zcXFpcWQ+N577wHY3PxjNBpbXbX83e9+h4uLC7GxsXbHDQYDAwcOpE+fPgB4eXnh5eVlU1dUVERJSQkBAQF4eHgA0KtXL5sVVoD9+/dTVVV1RzcXdTb3XpwWERGRNtNasGxNVlYW+fn5DBo0yCqwVVVVUVpaatnS/rqioiKOHz/OxIkT6du3r92abwqnAJWVlZZrNefOndtqbVlZGWlpaTg7OzN79uxWazsjhUsRERFp17KystiyZQve3t6sXbvWaqs5JycHNzc3u9vdAP/5n/8JQExMjN3x8vJyTCZTq+Hy3LlzxMbGcv78eWJiYhg3blyLtSdPniQuLo4rV66wZMkSBg8efCdfsVPRtriIiIi0S42NjaSlpfHhhx/i6+vLb3/7W/z8/KxqDAYDI0aMsHuN5s2bNzEYDAwePJgf/vCHds9hNBpxd3cnODjY7vjx48dZsmQJFy9eZMaMGSQkJLTYr8Fg4Fe/+hV1dXUsWbKEqVOn3sW37TwULkVERNqRkb1d27qFdqGuro7ly5eTk5ODv78/GRkZNtvajY2N5Ofnt3gt5dGjR7l27Zrdu9JvMxqNjBo1ChcX20h0+PBhVq5cSUNDAwkJCS2ufgLs2LGD1157DScnJ1atWsWTTz55h9+081G4FBERaUcccUd2R1dfX8+CBQsoKipixIgRpKam4u7ublNXXFzM1atXW9zSvv3IopCQELvjDQ0NHDt2jKVLl9qMHTx4kBUrVuDs7MyaNWsIDw9vsd9t27aRnp6Oh4cHqampLW7R3ysULkVERKRdSUlJoaioiLFjx/Kb3/wGV1f7q7lGo5H+/fvbbJXf9re//Y3u3bu3uCVeUFBAQ0OD5RFEt506dYrk5GRcXFzIyMiwuTv9q3JycsjIyMDT05PNmzffc2/jsUfhUkRERNqN4uJiPv74Y1xdXRk9ejQHDhywqfHz8yM4OPgb7/I2mUz06dOnxWdNGgwGHn74YZtHCW3YsIGGhgbCwsKorKxk7969NseOHz+e7t278/rrr2M2mxk7diylpaWUlpba1Np7Y1BnpnApIiIi7cbtt+PcvHmT1NRUuzWTJk2ib9++fPbZZyxcuLDFuS5dukRAQECL4zk5OVavkYRb13HefquOwWDAYDDYPfajjz7i8uXLmEwmAHbv3s3u3bvt1t5r4bJLTU2Nua2bEBERuVdcuHCB3r17t3Ub0sG1578jPedSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJERETaRElJCSEhIRw7dsxmrLCwkAULFhAeHk5YWBhRUVG89dZb3Lhxw+5ce/bsYcyYMVy/fh2AqqoqVq9ezcSJEwkNDeVnP/sZmzdvbvH4iooKRo0axZEjRwC4fv06mzZtIioqitDQUMLDw1m0aBElJSU2x9bU1JCWlsaUKVMIDQ0lIiKC5cuXc+bMmW/5y3RsLm3dgIiIiNx7zp49S2JiIs3NzTZjBQUFxMfH4+3tTXR0NJ6enuTn55OZmUlxcTEbNmzAycl6fcxoNDJ06FC6devG1atXmTNnDhUVFUyePJmHH36Yo0eP8vbbb/O3v/2NN954w+acBoOBHj168Nhjj2E2m1m6dCl5eXmEh4czffp0Ll26xI4dO5g7dy4ZGRmMGjUKgIaGBmJjYzl9+jRPP/00gYGBnDt3jh07dpCbm0tmZiYDBgz4x/yI7ZTCpYiIiHyvDh06REpKCrW1tXbH16xZQ8+ePXnnnXfo1asXAFOnTiU9PZ1t27Zx8OBBJkyYYKlvamoiNzeXOXPmALBz507OnTtHfHw8zz//PABRUVGsXr2aXbt2kZOTw+jRo63OaTQaGTlyJK6uruzfv5+8vDxmzpxJXFycpWby5MlMnz6d9evXk52dDcC2bdsoKytj+fLlREZGWmonTJjArFmz2LhxI+np6Q741ToObYuLiIjI92bRokUsW7YMHx8fIiIibMYrKio4e/Ys48aNswTL2yZNmgTc2jL/qk8//ZTa2lpCQ0OBW6uiAGPGjLGqGz9+PAClpaVWn9+8eZOjR48SFhYGQH5+PnArkH5Vnz59GDZsGKdPn6ampgaAvLw8XF1dmTx5slXtoEGD8Pf3p6CgoOUfo5PSyqWIiEg70n1V3DcXtZH6pN995znOnDlDXFwc0dHRbN261Wbcx8eHDz74gK5du9qMXbx4EcBmS9xgMNCvXz8efPBBAPr37w/A3//+d6staZPJBEDv3r2tji8sLKSurs6ymjl//nymTp2Kr6+vTQ/V1dVWPaxevZrq6mqcnZ2t6sxmM5cuXbLp9V6gcCkiItKOOJcdb+sW/qGys7Nxc3NrcdzFxcUSEr/uvffeA2D48OFWnxuNRsuqJcDPfvYzDh48SEZGBl27diUgIICioiKysrIYMGAATzzxhNXxBoOBgQMH0qdPHwC8vLzw8vKyOX9RURElJSUEBATg4eEBQK9evWxWWAH2799PVVUVjz/+eIvftbNSuBQREZHvTWvBsjVZWVnk5+czaNAgq8BWVVVFaWmp1bWRPXr0IDY2lpUrV/LSSy9ZPn/wwQf57W9/S7du3azmNhqNjBs3rtXzV1ZWkpSUBMDcuXNbrS0rKyMtLQ1nZ2dmz559x9+xs7j31mpFRESkQ8nKymLLli14e3uzdu1aq63mnJwc3NzcGDZsmOWzffv2ER8fj9lsZsGCBaSlpTFnzhwuXLjA3LlzqaiosNSWl5djMpmsVj6/7ty5c8TGxnL+/HliYmJaDaInT54kLi6OK1eusGTJEgYPHvwdv33Ho5VLERERaZcaGxtJS0vjww8/xNfXl9/+9rf4+flZ1RgMBkaMGGF1jebGjRvp2rUrmZmZlvpx48YxYsQIYmNjSU9P5ze/+Q1wa9XS3d2d4OBguz0cP36cJUuWcPHiRWbMmEFCQkKL/RoMBn71q19RV1fHkiVLmDp16nf9CTokhUsREZF2pGlAYFu30C7U1dWxfPlycnJy8Pf3JyMjg759+1rVNDY2kp+fT2xsrOWzmpoaKisrCQsLswmiw4YNo3///pYHpcOtcDlq1ChcXGwj0eHDh1m5ciUNDQ0kJCQQExPTYr87duzgtddew8nJiVWrVvHkk09+26/e4SlcioiItCOOuCO7o6uvr2fBggUUFRUxYsQIUlNTcXd3t6krLi7m6tWrVlvaLi4udOnSxe7D2eHWMzHNZjNw6wHox44dY+nSpTZ1Bw8eZMWKFTg7O7NmzRrCw8Nb7Hfbtm2kp6fj4eFBamqq1Rb9vUjXXIqIiEi7kpKSQlFREWPHjuWNN96wGyzh1qpj//79rVYo3d3dGTJkCEeOHOHUqVNW9Tk5OXz++ef86Ec/Am69CaihocHmgeqnTp0iOTkZFxcX3njjjVaDZU5ODhkZGXh6erJly5Z7PliCVi5FRESkHSkuLubjjz/G1dWV0aNHc+DAAZsaPz8/goODbR5BdFtiYiJz585l7ty5REVF0a9fP06dOsVHH32Ej4+P5bpJg8HAww8/bPMooQ0bNtDQ0EBYWBiVlZXs3bvX5hzjx4+ne/fuvP7665jNZsaOHUtpaanNA9oBJk6c+G1/jg5J4VJERETajdtvx7l58yapqal2ayZNmkTfvn357LPPWLhwoc34wIED+Y//+A9+//vfs3v3bi5fvoyPjw+TJk3ihRdesDxEPScnx+o1knDrOs7bb9UxGAwYDAa7PXz00UdcvnzZ8mD23bt3s3v3bru191q47FJTU2Nu6yZERETuFRcuXLB5Q4zI3WrPf0e65lJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJEREREHEbhUkREREQcRuFSRERERBxG4VJERETaRElJCSEhIRw7dsxmrLCwkAULFhAeHk5YWBhRUVG89dZb3Lhxw+5ce/bsYcyYMVy/fh2AL7/8kuTkZCIiIhg3bhwzZ85k7969LfZSUVHBqFGjOHLkCADXr19n06ZNREVFERoaSnh4OIsWLaKkpMTm2JqaGtLS0pgyZQqhoaFERESwfPlyzpw58y1+lY7Ppa0bEBERkXvP2bNnSUxMpLm52WasoKCA+Ph4vL29iY6OxtPTk/z8fDIzMykuLmbDhg04OVmvjxmNRoYOHUq3bt04f/48s2bN4tKlS0yaNInAwEAKCgpITk7mxIkTLFq0yOacBoOBHj168Nhjj2E2m1m6dCl5eXmEh4czffp0Ll26xI4dO5g7dy4ZGRmMGjUKgIaGBmJjYzl9+jRPP/00gYGBnDt3jh07dpCbm0tmZiYDBgz4x/yI7ZTCpYiIiHyvDh06REpKCrW1tXbH16xZQ8+ePXnnnXfo1asXAFOnTiU9PZ1t27Zx8OBBJkyYYKlvamoiNzeXOXPmAPDGG29QXV3Nyy+/zLPPPms5vm/fvvzxj39k3LhxDBs2zOqcRqORkSNH4urqyv79+8nLy2PmzJnExcVZaiZPnsz06dNZv3492dnZAGzbto2ysjKWL19OZGSkpXbChAnMmjWLjRs3kp6e7oBfrePQtriIiIh8bxYtWsSyZcvw8fEhIiLCZryiooKzZ88ybtw4S7C8bdKkScCtLfOv+vTTT6mtrSU0NJSbN29iMBh44IEHrMIewKxZswD48MMPrT6/efMmR48eJSwsDID8/HwAoqKirOr69OnDsGHDOH36NDU1NQDk5eXh6urK5MmTrWoHDRqEv78/BQUF3/ibdDZauRQREWlH6o8ubOsWWtR9RMZ3nuPMmTPExcURHR3N1q1bbcZ9fHz44IMP6Nq1q83YxYsXAWy2xA0GA/369ePBBx/kwoULNDQ0MHDgQLp06WJVd9999/FP//RPHD9+3OrzwsJC6urqGD16NADz589n6tSp+Pr62vRQXV1t1cPq1auprq7G2dnZqs5sNnPp0iWbXu8FCpciIiLtSHPtibZu4R8qOzsbNze3FsddXFx48MEH7Y699957AAwfPtzqc6PRSGhoKADdu3cH4Nq1azbHNzU1ceXKFctNP7cZDAYGDhxInz59APDy8sLLy8vm+KKiIkpKSggICMDDwwOAXr162aywAuzfv5+qqioef/zxFr9rZ3XvxWkRERFpM60Fy9ZkZWWRn5/PoEGDrAJbVVUVpaWlli1td3d3BgwYQFFREefPn7ea469//SuNjY00NDRYff7VcNqSyspKkpKSAJg7d26rtWVlZaSlpeHs7Mzs2bPv+Dt2FgqXIiIi0q5lZWWxZcsWvL29Wbt2rdVWc05ODm5ublY36MydO5eGhgYWLFhATk4O586dY8+ePaxduxYPDw9cXP5v47a8vByTydRquDx37hyxsbGcP3+emJgYxo0b12LtyZMniYuL48qVKyxZsoTBgwd/x2/f8WhbXERERNqlxsZG0tLS+PDDD/H19eW3v/0tfn5+VjUGg4ERI0ZYXaP54x//mJUrV5KRkcGCBQsA8PT0ZMGCBXz88ceUlZVZao1GI+7u7gQHB9vt4fjx4yxZsoSLFy8yY8YMEhISWuzXYDDwq1/9irq6OpYsWcLUqVO/y9fvsBQuRURE2hEnj0Ft3UK7UFdXx/Lly8nJycHf35+MjAz69u1rVdPY2Eh+fj6xsbE2xz/zzDNERERw6tQpnJycGDhwIG5ubvz+97+nX79+ljqj0cioUaOsVjNvO3z4MCtXrqShoYGEhARiYmJa7HfHjh289tprODk5sWrVKp588snv8O07NoVLERGRdsQRd2R3dPX19SxYsICioiJGjBhBamoq7u7uNnXFxcVcvXrVZkvbYDBQW1vLxIkTCQoKsnz+97//nS+//NLySKOGhgaOHTvG0qVLbeY+ePAgK1aswNnZmTVr1hAeHt5iv9u2bSM9PR0PDw9SU1NtnqF5r1G4FBERkXYlJSWFoqIixo4dy29+8xtcXV3t1hmNRvr372+zVf7f//3f7Nu3j0cffdRy5/nNmzfZsGEDXbt2tTy/sqCggIaGBssjiG47deoUycnJuLi4kJGRYXN3+lfl5OSQkZHB/8/e3YdVfd75vn8rD0qh0oIidLFRcTqb2IwNCjFoQLpjcSOODg2dtpjsRrFbwZkoweBwkrHjAz6AFTQ6ggHFGd1ojhbjcMzEcWtm2rV40IAwWiuBo9JLRUFhg7I0PJ0/vFwnK2tBYlwJi+Tzuq7+kd/9vX/3d3H5x6f3/Vu/5e3tTV5e3jfu13jsUbgUERERp1FbW8uJEydwc3MjIiKCkydP2tQYDAYmT57c77e8X375ZU6fPs3f/u3f8tOf/pSRI0fy3nvvcf78ed544w3Lq4OMRiN//ud/bvMqoe3bt/PgwQNmzJjBrVu37P4meXR0NB4eHmzdupW+vj4iIyOpq6ujrq7OpjY2NvaL/jmGJIVLERERcRqPfh2nq6uLrKwsuzVxcXH4+/tTX1/PihUrbMYnTpzIrl27yM/PZ9++ffT29vLnf/7nbN++nWnTplnqysrKrH5GEh4+x/noV3WMRiNGo9FuD0ePHuX//J//w9WrVwEoLS2ltLTUbu03LVwOa2tr6xvsJkRERL4pmpubGTNmzGC3IUOcM/870nsuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERkUJw/f57nnnuODz/80Gasurqa5cuX88ILLzBjxgxefPFFdu/ezccff2z3XsePH+f555/n/v37NmPXr19n5syZlJaW2p3b1tZGdnY28+bNIzIyksTERI4dO9Zv39XV1Tz77LNcu3bNav78+fOZPn06MTExZGRkcOXKFZu5N27cYM2aNcyZM4eIiAjmzJnDunXraG5u7ne9ocZ1sBsQERGRb57GxkbS09Pp7e21GauqqmLZsmX4+PiQmJiIt7c3lZWVFBQUUFtby/bt2xk+3Hp/zGQyERoaysiRI62u37lzh9TUVMxms90+zGYzr776KvX19SQkJDB+/Hj+9//+36xfv57bt2+zcOFCmzkmk4mgoCAMBgMPHjwgOTmZy5cvM3fuXCZNmsT169c5cuQI5eXlFBQUMHHiRABaW1tJSkqio6OD+Ph4xo8fT0NDA0ePHqWiooKioiJGjx79Rf+kTkPhUkRERL5Sp0+fJjMzk/b2drvjGzZswNPTk3379lnCVkJCAjk5ORQXF3Pq1ClmzZplqe/p6aG8vJzFixdb3ae6uprVq1dz8+bNfnt55513+OMf/8j69euJiYkBID4+nhUrVlBQUMCcOXMYO3as1Ryj0cj06dMBKC4upqGhgYyMDOLj4y01s2bNYuHChezYsYOcnBwA8vLyaGlpYdu2bURERFhqp02bxsqVK9mzZw/p6emf+fdzdjoWFxERka9Mamoqq1atwtfX1xLmPunmzZs0NjYyc+ZMm128uLg44GFo/KQLFy7Q3t5uCXwAWVlZLFmyhL6+PqvQ92nHjx/Hz8/Pqpdhw4bx8ssv09XVxb/+679a1Tc3N1NfX8+MGTMAqKiowM3NjXnz5lnVhYSEEBwcTFVVleVaRUUFBoPBKlgCREVF4eXlZVU7lGnnUkRExIns/n/WDnYL/fqfcauf+B5XrlwhJSWFxMREioqKbMZ9fX05fPgwI0aMsBm7ffs2gM2RuNFoJDAwkKCgIMu1jz76iJdeeolFixbxwQcfUFJSYnO/u3fvcuXKFaKjo23Gnn76aeBhcP30Wh4eHoSGhgKwbt067ty5g4uLi1VdX18fra2tVr3m5+fT2dlps5bZbMZsNtt8rqFK4VJERMSJ/Km5YbBb+FIdOnQId3f3fsddXV2tQuInHThwAICpU6daXTeZTFa7lgA7d+4ccB2AW7du0dfXZ3PsDTBy5EhGjRrF9evXbdYKCwuz3Hv06NF2n5N8//33aWlpISoqynLN3jrw8Gi9p6eHsLCwAfsdKr4eEVlERESGhM8KfP0pLCyksrKSkJAQq8DW0tJCXV2d5Zj6cda5e/cuAN/61rfsjo8cOdLqi0Dd3d2cOXPGJsh+WkNDA9nZ2bi4uJCUlDRg7ZkzZygsLMTT05MFCxZ8Zs9DgcKliIiIOLXCwkLy8/Px8fFh48aNVsfHZWVluLu7M2XKlC98/76+vn6vf/K4+9y5c9y7d2/AcHnp0iVSUlLo6OggLS2Np556qt/a8vJy0tLS6O3tZc2aNf3ubA41CpciIiLilLq7u9m4cSP5+fn4+fmxa9cuDAaDVY3RaCQsLMzuM5qf5dGOpb13Yz667uXlZflvk8nEhAkTCAgIsFtvNBpZunQpbW1tpKWlkZCQ0O/ax44d47XXXqOnp4f169db7cYOdXrmUkRExIn8lzETB7sFp9DZ2UlGRgZlZWUEBweTm5uLv7+/VU13dzeVlZUkJyd/oTW+973vMWzYMG7dumUzZjab6ejowM/Pz3LNaDTaHL8/cuTIEbZs2cLw4cNZu3Yts2fP7nfdXbt2sXfvXry8vNi8eTPh4eFfqH9npXApIiLiRBzxjeyhzmw2s3z5cmpqaggLCyMrK8tqB/GR2tpa7t69+5nPQPbnW9/6FuPHj+cPf/iDzdj58+cBmDx5MgBNTU1cvnyZ119/3aa2uLiYnJwcRo0aRVZW1oBH9Fu3buXgwYP4+/uTk5NjecH614mOxUVERMSpZGZmUlNTQ2RkJNu2bbMbLOHhMfW4ceNsjsofR2xsLDdu3ODEiROWa319fezfvx93d3fL+y+NRiOenp4888wzVvPLysrIzc3F29ub/Pz8AYNlSUkJBw8eJDAw0OqXe75utHMpIiIiTqO2tpYTJ07g5uZGREQEJ0+etKkxGAxMnjzZ7iuIHtfPf/5z3nvvPdasWcMf//hHgoKCOHnyJJWVlbz66quW1wyZTCbCw8NxdbWOTlu3bqWvr4/IyEjq6uqoq6uzWSM2Nhaz2czOnTsBiI6Otvt76h4eHnbfuTnUKFyKiIiI06isrASgq6uLrKwsuzVxcXH4+/tTX1/PihUrnmi9kSNHkpeXxz/+4z9y/Phx7t27x7hx4/iHf/gH5syZY+nl7NmzpKamWs1tamri6tWrAJSWllJaWmp3jdjYWC5evGj5ucv9+/fbrQsICPhahMthbW1t9r9/LyIiIg7X3NzMmDFjBrsNGeKc+d+RnrkUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQREZFBcf78eZ577jk+/PBDm7Hq6mqWL1/OCy+8wIwZM3jxxRfZvXs3H3/8sd17HT9+nOeff5779+/bjF2/fp2ZM2dSWlo6YD+pqaksXbp0wJqUlBR+/etfW/773//931myZAnR0dE8//zz/OIXv+DQoUP09vbazP2Xf/kXfvnLXxIZGUlkZCSvvPIK//qv/zrgekORwqWIiIh85RobG0lPT7cbwqqqqkhJSaG+vp7ExERSU1OZOHEiBQUFvPbaa3bnmEwmQkNDGTlypNX1O3fukJqaitlsHrCf7du3YzQaB6zp7OykpqaG6dOnA/Dee+/x+uuvc+fOHRYuXMjf/u3f8p3vfIff/OY3ZGZmWs0tLCxk3bp1DB8+nOTkZJYuXUpPTw+rV6+moKBgwHWHGtfBbkBERES+WU6fPk1mZibt7e12xzds2ICnpyf79u1j9OjRACQkJJCTk0NxcTGnTp1i1qxZlvqenh7Ky8tZvHix1X2qq6tZvXo1N2/e7LeXtrY2Nm7cyOnTpz+z74qKCnp7e3nuuef4+OOPycrKIjAwkH/+53+2hNqf/exnrFq1in/5l3/hxRdfZNKkSdy8eZOCggJ++MMfkpeXh4uLi6X2V7/6FXv27GH+/PmMGTPmM3sYCrRzKSIiIl+Z1NRUVq1aha+vLzExMTbjN2/epLGxkZkzZ1qC5SNxcXHAw9D4SRcuXKC9vd2yowiQlZXFkiVL6OvrIz4+3m4vFRUV/OQnP+E//uM/+NWvfvWZvZeVlfGDH/wAb29vzp8/z71794iLi7PZLY2NjQUe7sACnD17lp6eHuLj4y3BEsDV1ZWYmBi6u7upra39zPWHCu1cioiIOJF33313sFvo1/z585/4HleuXCElJYXExESKiopsxn19fTl8+DAjRoywGbt9+zYAw4db740ZjUYCAwMJCgqyXPvoo4946aWXWLRoER988AElJSU297t8+TKTJk3ib/7mbwgJCeHtt98esHeTyWQJqk8//TTvvPMO3/72t23q7ty5Y9Xnf/tv/42QkBD8/Pw+s/brQOFSRETEidy6dWuwW/hSHTp0CHd3937HXV1drULiJx04cACAqVOnWl03mUxWu5YAO3fuHHAdgJ/85Cf8/Oc//zxt89FHH3Hr1i1mzJgBgLu7O+PHj7ep6+7u5tChQ1Z9enh4MHHiRJvajo4O3n33XVxdXfnhD3/4ufoYCr4+MVlERESc3mcFvv4UFhZSWVlJSEgIUVFRlustLS3U1dVZQt/jrPM4vZhMJnx9ffmv//W/Dli3efNmLl++THR09IC13d3d/P3f/z1tbW389Kc/xcfH53P34uwULkVERMSpFRYWkp+fj4+PDxs3brQ6Qi4rK8Pd3Z0pU6Z8qT082h0dNmyY3fHe3l42btzIu+++y7hx43jjjTf6vdeDBw9YtWoVJpOJH/7whyxbtuzLantQ6FhcREREnFJ3dzfZ2dmUlJTg5+fHW2+9hcFgsKoxGo2EhYXZfUbTUe7evUttbS0//elP7Y6bzWb+/u//nv/4j/8gODiYHTt24O3tbbf2zp07rFy5kvPnzzNlyhR+85vffOHdXGelcCkiIuJE7H3p45uos7OTjIwMysrKCA4OJjc3F39/f6ua7u5uKisrSU5O/lJ7KS8vB+C5556zGWtpaeG1117jj3/8I6GhoWRnZzNq1Ci797l69SorVqzg2rVrvPDCC/zDP/zDlxqKB4vCpYiIiBNxxDeyhzqz2czy5cupqakhLCyMrKwsvLy8bOpqa2u5e/euzZd5HK2srIzJkyfb9HD79m2Sk5O5evUqMTEx/PrXv8bNzc3uPa5evcqSJUu4c+cOL730En/7t3/b7xH7UKdnLkVERMSpZGZmUlNTQ2RkJNu2bbMbLOHhc5Djxo2zOSp3pL6+PsrKymwCbE9PD3/3d3/H1atX+clPfsK6dev6DZadnZ289tpr3Llzh2XLlvHqq69+bYMlaOdSREREnEhtbS0nTpzAzc2NiIgITp48aVNjMBiYPHmy3VcQOdqlS5doaWmxWefkyZPU1NQwatQonn76abu/Ef5nf/ZnfP/73+edd97hT3/6EwaDAT8/P9577z2b2smTJ3+pIfmrpHApIiIiTqOyshKArq4usrKy7NbExcXh7+9PfX09K1as+FL7MZlM+Pn58f3vf99un+3t7axdu9bu3MWLF/P973+fiooKAK5du8avf/1ru7WrV6/+2oTLYW1tbX2D3YSIiMg3RXNz89fmN6Rl8DjzvyM9cykiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIoPi/PnzPPfcc3z44Yc2Y9XV1SxfvpwXXniBGTNm8OKLL7J7924+/vhju/c6fvw4zz//PPfv37cZu379OjNnzqS0tNTu3Pr6ev7u7/6OmJgYpk+fzvz589m6dSt37961W19dXc2zzz7LtWvXAGhrayM7O5v58+czffp0YmJiyMjI4MqVKzZzb9y4wZo1a5gzZw4RERHMmTOHdevW0dzc3N+fachxHewGRERE5JunsbGR9PR0ent7bcaqqqpYtmwZPj4+JCYm4u3tTWVlJQUFBdTW1rJ9+3aGD7feHzOZTISGhjJy5Eir63fu3CE1NRWz2Wy3j6tXr5KUlISLiwsJCQn4+/vzn//5n7zzzjucPXuWwsJCPDw8bNYKCgrCYDDw4MEDkpOTuXz5MnPnzmXSpElcv36dI0eOUF5eTkFBARMnTgSgtbWVpKQkOjo6iI+PZ/z48TQ0NHD06FEqKiooKipi9OjRT/JndQoKlyIiIvKVOn36NJmZmbS3t9sd37BhA56enuzbt88SthISEsjJyaG4uJhTp04xa9YsS31PTw/l5eUsXrzY6j7V1dWsXr2amzdv9tvLli1b6OrqYs+ePZYQ+JOf/ISQkBB+85vfcPjwYV5++WWrOUajkenTpwNQXFxMQ0MDGRkZxMfHW2pmzZrFwoUL2bFjBzk5OQDk5eXR0tLCtm3biIiIsNROmzaNlStXsmfPHtLT0z/z7+fsdCwuIiIiX5nU1FRWrVqFr68vMTExNuM3b96ksbGRmTNn2uzixcXFAQ9D4ydduHCB9vZ2S+ADyMrKYsmSJfT19VmFvk/q6uri3LlzPPPMM5Zg+cicOXOAh7uon9Tc3Ex9fT0zZswAoKKiAjc3N+bNm2dVFxISQnBwsNX8iooKDAaDVbAEiIqKwsvLy2atoUo7lyIiIk7k0F8dGOwW+vWzowue+B5XrlwhJSWFxMREioqKbMZ9fX05fPgwI0aMsBm7ffs2gM2RuNFoJDAwkKCgIMu1jz76iJdeeolFixbxwQcfUFJSYnM/FxcXDh48SF9fn83YnTt3LDWfXsvDw4PQ0FAA1q1bx507d2zq+vr6aG1tteo1Pz+fzs5Om7XMZjNms9nmcw1VCpciIiJOpKn6xmC38KU6dOgQ7u7u/Y67urpahcRPOnDgYfCeOnWq1XWTyWS1awmwc+fOAdeBhyHVYDDYHdu/f3+/a4WFhVnuPXr0aLvPSb7//vu0tLQQFRVluTZ27Fi7axUXF9PT00NYWNiA/Q4VX4+ILCIiIkPCZwW+/hQWFlJZWUlISIhVYGtpaaGurs5yTP2k68DDb56/++67jB07lvnz51uud3d3c+bMGZsg+2kNDQ1kZ2fj4uJCUlLSgLVnzpyhsLAQT09PFix48p1hZ6BwKSIiIk6tsLCQ/Px8fHx82Lhxo9XxcVlZGe7u7kyZMsUha5WWlrJu3To8PDzYvHkz3/rWtyxj586d4969ewOGy0uXLpGSkkJHRwdpaWk89dRT/daWl5eTlpZGb28va9as6Xdnc6jRsbiIiIg4pe7ubrKzsykpKcHPz4+33nrL5hjbaDQSFhZm9xnNx/UoxHp5ebF161YmTZpkNW4ymZgwYQIBAQF25xuNRt588006OztJS0sjISGh37WOHTvGpk2bGDZsGOvXr7fajR3qFC5FRESciH+o/eDyTdPZ2UlGRgZlZWUEBweTm5uLv7+/VU13dzeVlZUkJyc/0Vrd3d1s2LCB0tJS/Pz8yMnJ4fvf/75NndFotDl+f+TIkSNs2bKF4cOHs3btWmbPnt3vert27WLv3r14eXmxefNmwsPDn6h/Z6NwKSIi4kQc8Y3soc5sNrN8+XJqamoICwsjKysLLy8vm7ra2lru3r37mc9ADqSnp4c333yTU6dO8Wd/9mfk5ubi5+dnU9fU1MTly5d5/fXXbcaKi4vJyclh1KhRZGVlDXhEv3XrVg4ePIi/vz85OTk2r0D6OlC4FBEREaeSmZlJTU0NkZGRbNq0CTc3N7t1JpOJcePG9fuN788jPz+fU6dO8YMf/IC33nrLboiFh7uWnp6ePPPMM1bXy8rKyM3Nxdvbm7y8vAHDYklJCQcPHiQwMJC8vDy7IfbrQOFSREREnEZtbS0nTpzAzc2NiIgITp48aVNjMBiYPHmy3VcQPY6mpib++Z//mWHDhhEdHc3vfvc7mxofHx+mTZuGyWQiPDwcV1fr6LR161b6+vqIjIykrq6Ouro6m3vExsZiNpvZuXMnANHR0XZ/T93Dw4Po6Ogv/HmchcKliIiIOI3Kykrg4a/nZGVl2a2Ji4vD39+f+vp6VqxY8YXX+vDDD+np6QGwBL9PmzJlClOmTOHs2bOkpqZajTU1NXH16lXg4bfMS0tL7d4jNjaWixcvWn7u8tE7ND8tICDgaxEuh7W1tdm+ll5ERES+FM3NzYwZM2aw25Ahzpn/Hek9lyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIiLiMAqXIiIiIuIwCpciIiIi4jAKlyIiIjIozp8/z3PPPceHH35oM1ZdXc3y5ct54YUXmDFjBi+++CK7d+/m448/tnuv48eP8/zzz3P//n2bsevXrzNz5kxKS0vtzr127Rp///d/z9y5c4mKimLRokX827/9W799V1dX8+yzz3Lt2jUA2trayM7OZv78+UyfPp2YmBgyMjK4cuWKzdwbN26wZs0a5syZQ0REBHPmzGHdunU0Nzf3u95Q4zrYDYiIiMg3T2NjI+np6fT29tqMVVVVsWzZMnx8fEhMTMTb25vKykoKCgqora1l+/btDB9uvT9mMpkIDQ1l5MiRVtfv3LlDamoqZrPZbh83b94kKSmJrq4ufvazn+Hj48OJEyd44403aGpq4uWXX7aZYzKZCAoKwmAw8ODBA5KTk7l8+TJz585l0qRJXL9+nSNHjlBeXk5BQQETJ04EoLW1laSkJDo6OoiPj2f8+PE0NDRw9OhRKioqKCoqYvTo0V/0T+o0FC5FRETkK3X69GkyMzNpb2+3O75hwwY8PT3Zt2+fJWwlJCSQk5NDcXExp06dYtasWZb6np4eysvLWbx4sdV9qqurWb16NTdv3uy3l127dtHa2kphYSFPP/00APHx8bzyyiu8/fbbxMfH4+XlZTXHaDQyffp0AIqLi2loaCAjI4P4+HhLzaxZs1i4cCE7duwgJycHgLy8PFpaWti2bRsRERGW2mnTprFy5Ur27NlDenr6Z/79nJ2OxUVEROQrk5qayqpVq/D19SUmJsZm/ObNmzQ2NjJz5kybXby4uDjgYWj8pAsXLtDe3m4JfABZWVksWbKEvr4+q9D3acOGDWP69OmWYAng4uJCWFgY9+/f5+rVq1b1zc3N1NfXM2PGDAAqKipwc3Nj3rx5VnUhISEEBwdTVVVluVZRUYHBYLAKlgBRUVF4eXlZ1Q5l2rkUERFxIj8uvTXYLfTr3+b6PfE9rly5QkpKComJiRQVFdmM+/r6cvjwYUaMGGEzdvv2bQCbI3Gj0UhgYCBBQUGWax999BEvvfQSixYt4oMPPqCkpMRuP7/+9a/tXr906RLDhw9n7NixNmt5eHgQGhoKwLp167hz5w4uLi5WdX19fbS2tlr1mp+fT2dnp81aZrMZs9ls87mGKoVLERERJ3KmuWuwW/hSHTp0CHd3937HXV1drULiJx04cACAqVOnWl03mUxWu5YAO3fuHHAde+7evUtjYyPvvPMOZ8+e5ec//7nN7qnJZCIsLMxy79GjR9t9TvL999+npaWFqKgoy7VPB9VHiouL6enpISws7LH6dVYKlyIiIvKVedzA90hhYSGVlZWEhIRYBbaWlhbq6upISUl54nXWrl3LBx98AMDTTz/NwoULrca7u7s5c+YMf/M3fzPgfRoaGsjOzsbFxYWkpKQBa8+cOUNhYSGenp4sWLDgsXt2Rl+P/VcRERH52iosLCQ/Px8fHx82btxodXxcVlaGu7s7U6ZMeeJ1/vIv/5Ls7GwWLVpEfX09L7/8suV1QwDnzp3j3r17Nrukn3Tp0iVSUlLo6OggLS2Np556qt/a8vJy0tLS6O3tZc2aNf3ubA41CpciIiLilLq7u9m4cSP5+fn4+fmxa9cuDAaDVY3RaCQsLMzuM5qPKzIykpkzZ7J06VIyMzO5desWhYWFlnGTycSECRMICAiwO99oNLJ06VLa2tpIS0sjISGh37WOHTvGa6+9Rk9PD+vXr7fajR3qdCwuIiLiRMLHuA12C06hs7OTjIwMysrKCA4OJjc3F39/f6ua7u5uKisrSU5Odvj6kZGReHp6cvHiRcs1o9Fo+Zb4px05coQtW7YwfPhw1q5dy+zZs/u9965du9i7dy9eXl5s3ryZ8PBwh/c/mBQuRUREnIgjvpE91JnNZpYvX05NTQ1hYWFkZWXZvGsSoLa2lrt37w54TD2QtrY2Fi9ezJ//+Z+zYcMGq7Guri4+/vhjy45oU1MTly9f5vXXX7e5T3FxMTk5OYwaNYqsrKwBj+i3bt3KwYMH8ff3Jycnx/KC9a8THYuLiIiIU8nMzKSmpobIyEi2bdtmN1jCw2PqcePG2RyVf17f+c53cHV15d///d9paGiwGtu/fz9dXV1ER0cDD3ctPT09eeaZZ6zqysrKyM3Nxdvbm/z8/AGDZUlJCQcPHiQwMNDql3u+brRzKSIiIk6jtraWEydO4ObmRkREBCdPnrSpMRgMTJ482e4riB7XqlWrePXVV0lOTiYhIQEfHx/Onj3LqVOn+OEPf8gvfvEL4GGQDQ8Px9XVOjpt3bqVvr4+IiMjqauro66uzmaN2NhYzGYzO3fuBCA6Otru76l7eHhYwuxQpnApIiIiTqOyshJ4eCydlZVltyYuLg5/f3/q6+tZsWLFE60XGhpKYWEhu3fv5tChQ9y/fx+DwcCSJUt4+eWXcXd3p6uri7Nnz5Kammo1t6mpyfILPqWlpZSWltpdIzY2losXL1p+7nL//v126wICAr4W4XJYW1tb32A3ISIi8k3R3NzMmDFjBrsNGeKc+d+RnrkUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQREZFBcf78eZ577jk+/PBDm7Hq6mqWL1/OCy+8wIwZM3jxxRfZvXs3H3/8sd17HT9+nOeff5779+/bjF2/fp2ZM2dSWlr6mT319PTwq1/9imeffbbfmurqap599lmuXbsGQFtbG9nZ2cyfP5/p06cTExNDRkYGV65csZl748YN1qxZw5w5c4iIiGDOnDmsW7eO5ubmz+xtqHAd7AZERETkm6exsZH09HR6e3ttxqqqqli2bBk+Pj4kJibi7e1NZWUlBQUF1NbWsn37doYPt94fM5lMhIaGMnLkSKvrd+7cITU1FbPZ/Ln6KioqoqamZsAak8lEUFAQBoOBBw8ekJyczOXLl5k7dy6TJk3i+vXrHDlyhPLycgoKCpg4cSIAra2tJCUl0dHRQXx8POPHj6ehoYGjR49SUVFBUVERo0eP/lx9OjOFSxEREflKnT59mszMTNrb2+2Ob9iwAU9PT/bt22cJWwkJCeTk5FBcXMypU6eYNWuWpb6np4fy8nIWL15sdZ/q6mpWr17NzZs3P1dfFy5coKCgAHd39353SAGMRiPTp08HoLi4mIaGBjIyMoiPj7fUzJo1i4ULF7Jjxw5ycnIAyMvLo6WlhW3bthEREWGpnTZtGitXrmTPnj2kp6d/rl6dmY7FRURE5CuTmprKqlWr8PX1JSYmxmb85s2bNDY2MnPmTJtdvLi4OOBhaPykCxcu0N7ebgl8AFlZWSxZsoS+vj6r0Nefzs5OVq9eTUREBE8//XS/dc3NzdTX1zNjxgwAKioqcHNzY968eVZ1ISEhBAcHU1VVZblWUVGBwWCwCpYAUVFReHl5WdUOZdq5FBERcSIea1MGu4V+mVf/4xPf48qVK6SkpJCYmEhRUZHNuK+vL4cPH2bEiBE2Y7dv3wawORI3Go0EBgYSFBRkufbRRx/x0ksvsWjRIj744ANKSkoG7Os3v/kNd+/e5Y033uCNN97ot85oNOLh4UFoaCgA69at486dO7i4uFjV9fX10draatVrfn4+nZ2dNvc0m82YzWabzzVUKVyKiIg4EZeGPwx2C1+qQ4cO4e7u3u+4q6urVUj8pAMHDgAwdepUq+smk8lq1xJg586dA67zSadPn+Zf/uVfyM7OxtfXd8Bak8lEWFiY5d6jR4+2+5zk+++/T0tLC1FRUZZrY8eOtXvP4uJienp6CAsL+1z9OruvR0QWERGRIeHzBr5PKywspLKykpCQEKvA1tLSQl1dneWY+nHXuXXrFpmZmcybN4+ZM2cOWNvd3c2ZM2dsguynNTQ0kJ2djYuLC0lJSQPWnjlzhsLCQjw9PVmwYMHn6tnZKVyKiIiIUyssLCQ/Px8fHx82btxodXxcVlaGu7s7U6ZMeez79vX1sWbNGr797W/z2muvfWb9uXPnuHfv3oDh8tKlS6SkpNDR0UFaWhpPPfVUv7Xl5eWkpaXR29vLmjVr+t3ZHGp0LC4iIiJOqbu7m+zsbEpKSvDz8+Ott97CYDBY1RiNRsLCwuw+o/lZ/tf/+l+cPXuW7OxsPv74Y8s3xLu7u4GH768cPnw4o0aNAh4eiU+YMIGAgAC79zMajbz55pt0dnaSlpZGQkJCv2sfO3aMTZs2MWzYMNavX2+1GzvUKVyKiIg4kZ6Jkwa7BafQ2dlJRkYGZWVlBAcHk5ubi7+/v1VNd3c3lZWVJCcnf6E1fve739HX18fKlSvtjsfExBAQEMC7774LPAyPnz5+f+TIkSNs2bKF4cOHs3btWmbPnt3vurt27WLv3r14eXmxefNmwsPDv1D/zkrhUkRExIk44hvZQ53ZbGb58uXU1NQQFhZGVlYWXl5eNnW1tbXcvXv3M5+B7M/y5cvp6OiwuZ6bm0t9fT07duyw7Ig2NTVx+fJlXn/9dZv64uJicnJyGDVqFFlZWQMe0W/dupWDBw/i7+9PTk6O5QXrXycKlyIiIuJUMjMzqampITIykk2bNuHm5ma3zmQyMW7cOJuj8s+rv+chHx2Df/InII1GI56enjzzzDNWtWVlZeTm5uLt7U1eXt6AYbGkpISDBw8SGBhIXl4efn5+X6hvZ6dwKSIiIk6jtraWEydO4ObmRkREBCdPnrSpMRgMTJ482e4riL4sJpOJ8PBwXF2to9PWrVvp6+sjMjKSuro66urqbObGxsZiNpvZuXMnANHR0XZ/T93Dw4Po6Ogvpf+vksKliIiIOI3KykoAurq6yMrKslsTFxeHv78/9fX1rFix4kvvqauri7Nnz5Kammp1vampiatXrwJQWlpKaWmp3fmxsbFcvHjR8nOX+/fvt1sXEBDwtQiXw9ra2voGuwkREZFviubmZsaMGTPYbcgQ58z/jvSeSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLERERGRTnz5/nueee48MPP7QZq66uZvny5bzwwgvMmDGDF198kd27d/Pxxx/bvdfx48d5/vnnuX//vs3Y9evXmTlzJqWlpXbnrl+/nmeffdbu/+zNqa6u5tlnn+XatWsAtLW1kZ2dzfz585k+fToxMTFkZGRw5coVm7k3btxgzZo1zJkzh4iICObMmcO6detobm4e6E81pLgOdgMiIiLyzdPY2Eh6ejq9vb02Y1VVVSxbtgwfHx8SExPx9vamsrKSgoICamtr2b59O8OHW++PmUwmQkNDGTlypNX1O3fukJqaitls7reX+vp6AgICWLp0qc3Y5MmTba6ZTCaCgoIwGAw8ePCA5ORkLl++zNy5c5k0aRLXr1/nyJEjlJeXU1BQwMSJEwFobW0lKSmJjo4O4uPjGT9+PA0NDRw9epSKigqKiooYPXr05/r7OTOFSxEREflKnT59mszMTNrb2+2Ob9iwAU9PT/bt22cJWwkJCeTk5FBcXMypU6eYNWuWpb6np4fy8nIWL15sdZ/q6mpWr17NzZs3++2lt7eXhoYGIiMjiY2N/Vz9G41Gpk+fDkBxcTENDQ1kZGQQHx9vqZk1axYLFy5kx44d5OTkAJCXl0dLSwvbtm0jIiLCUjtt2jRWrlzJnj17SE9P/1w9ODMdi4uIiMhXJjU1lVWrVuHr60tMTIzN+M2bN2lsbGTmzJk2u3hxcXHAw9D4SRcuXKC9vd0S+ACysrJYsmQJfX19VqHv0/70pz/x4MEDy+7iZ2lubqa+vp4ZM2YAUFFRgZubG/PmzbOqCwkJITg4mKqqKsu1iooKDAaDVbAEiIqKwsvLy6p2KNPOpYiIiBMxn10x2C30yyMs94nvceXKFVJSUkhMTKSoqMhm3NfXl8OHDzNixAibsdu3bwPYHIkbjUYCAwMJCgqyXPvoo4946aWXWLRoER988AElJSV2+6mrqwMgODgYgPv37+Pm5oaLi4vdeqPRiIeHB6GhoQCsW7eOO3fu2NT39fXR2tpq1Wt+fj6dnZ029zSbzZjNZpvPNVQpXIqIiDiR3vY/DnYLX6pDhw7h7u7e77irq6tVSPykAwcOADB16lSr6yaTyWrXEmDnzp0DrvPIRx99BEB5eTm5ubncuHEDNzc3IiIiSE1NxWAw2KwVFhZmuffo0aPtPif5/vvv09LSQlRUlOXa2LFj7fZQXFxMT08PYWFhn9nvUPD1iMgiIiIyJHyewGdPYWEhlZWVhISEWAW2lpYW6urqLMfUj7tOfX09AP/5n//JwoULycrK4mc/+xllZWUsWrSI69evW2q7u7s5c+aMTZD9tIaGBrKzs3FxcSEpKWnA2jNnzlBYWIinpycLFiz4XD07O+1cioiIiFMrLCwkPz8fHx8fNm7caHV8XFZWhru7O1OmTPlC946JiSEkJIT/8T/+h+Wb5tHR0fzFX/wFq1atYteuXaxbtw6Ac+fOce/evQHD5aVLl3j11Vfp6OggPT2dp556qt/a8vJyyzfm16xZ0+/O5lCjcCkiIiJOqbu7m+zsbEpKSvDz8+Ott96yOaY2Go2EhYXZfUbz8/jv//2/273+ox/9iLFjx1JeXm65ZjKZmDBhAgEBAXbnGI1G3nzzTTo7O0lLSyMhIaHfdY8dO8amTZsYNmwY69evt9qNHeoULkVERJzI8FEhg92CU+js7CQjI4OysjKCg4PJzc3F39/fqqa7u5vKykqSk5O/lB58fHwsx+bwMDx++vj9kSNHjrBlyxaGDx/O2rVrmT17dr/33bVrF3v37sXLy4vNmzcTHh7u8N4Hk8KliIiIE3HEN7KHOrPZzPLly6mpqSEsLIysrCy8vLxs6mpra7l79+5nPgPZn7a2NlJSUggMDCQrK8tqrLu7mz/96U8EBgYC0NTUxOXLl3n99ddt7lNcXExOTg6jRo0iKytrwCP6rVu3cvDgQfz9/cnJyfncr0AaSvSFHhEREXEqmZmZ1NTUEBkZybZt2+wGS3h4TD1u3Dibo/LP6zvf+Q49PT387ne/4+LFi1ZjRUVF3L17l7lz5wIPdy09PT155plnrOrKysrIzc3F29ub/Pz8AYNlSUkJBw8eJDAw0OqXe75utHMpIiIiTqO2tpYTJ05YXgd08uRJmxqDwcDkyZPtvoLocaWnp7N8+XKWLVtGQkICfn5+nD17llOnTjF16lR+8YtfAA+DbHh4OK6u1tFp69at9PX1ERkZSV1dneW9mZ8UGxuL2Wxm586dwMMvDNn7PXUPDw+io6Of6PM4A4VLERERcRqVlZUAdHV12RxVPxIXF4e/vz/19fWsWLHiidabOnUqBQUFFBQU8Nvf/haz2cz3vvc9lixZwksvvYSrqytdXV2cPXuW1NRUq7lNTU1cvXoVgNLSUkpLS+2uERsby8WLFy0/d7l//367dQEBAV+LcDmsra2tb7CbEBER+aZobm5mzJgxg92GDHHO/O9Iz1yKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiIiIwyhcioiIiIjDKFyKiIiIiMMoXIqIiMigOH/+PM899xwffvihzVh1dTXLly/nhRdeYMaMGbz44ovs3r2bjz/+2O69jh8/zvPPP8/9+/dtxq5fv87MmTMpLS21O7e3t5d33nmHxMREIiMjmTt3LmvWrOHWrVt266urq3n22We5du0aAG1tbWRnZzN//nymT59OTEwMGRkZXLlyxWbujRs3WLNmDXPmzCEiIoI5c+awbt06mpub+/szDTmug92AiIiIfPM0NjaSnp5Ob2+vzVhVVRXLli3Dx8eHxMREvL29qayspKCggNraWrZv387w4db7YyaTidDQUEaOHGl1/c6dO6SmpmI2m/vtZc2aNbz33ntERUWRkJDA1atXOXz4MOfOneOf/umf+Pa3v22zVlBQEAaDgQcPHpCcnMzly5eZO3cukyZN4vr16xw5coTy8nIKCgqYOHEiAK2trSQlJdHR0UF8fDzjx4+noaGBo0ePUlFRQVFREaNHj/6if1KnoXApIiIiX6nTp0+TmZlJe3u73fENGzbg6enJvn37LGErISGBnJwciouLOXXqFLNmzbLU9/T0UF5ezuLFi63uU11dzerVq7l582a/vXzwwQe89957JCQkkJ6ebrn+/e9/n7Vr1/Lb3/6WX/7yl1ZzjEYj06dPB6C4uJiGhgYyMjKIj4+31MyaNYuFCxeyY8cOcnJyAMjLy6OlpYVt27YRERFhqZ02bRorV65kz549Vj0MVQqXIiIiTmT3/7N2sFvo1/+MW/3E90hNTcVoNDJhwgSee+45Tpw4YTV+8+ZNGhsb+cu//EubXby4uDiKi4uprq62CpcXLlygvb3dEvgAsrKyOHz4MH5+fsTHx1NSUmK3nyNHjuDp6cmyZcusrsfExHD16lWCgoKsrjc3N1NfX8/y5csBqKiowM3NjXnz5lnVhYSEEBwcTFVVleVaRUUFBoPBKlgCREVF4eXlZVU7lClcioiIOJE/NTcMdgtfqitXrpCSkkJiYiJFRUU2476+vhw+fJgRI0bYjN2+fRvA5kjcaDQSGBhoFQQ/+ugjXnrpJRYtWsQHH3xgN1z29PRw7tw5wsPD8fT0BOD+/fu4uLjg7u5uEzgfreXh4UFoaCgA69at486dO7i4uFjV9fX10draatVrfn4+nZ2dNvc0m82YzWabzzVUKVyKiIjIV+bQoUO4u7v3O+7q6mqzW/jIgQMHAJg6darVdZPJZLVrCbBz584B14GHX/R58OAB3/ve9zh16hQFBQXU19fj4uJCWFgYK1euZNy4cTZrhYWFWe49evRou89Jvv/++7S0tBAVFWW5NnbsWLt9FBcX09PTQ1hY2ID9DhVfj4gsIiIiQ8JnBb7+FBYWUllZSUhIiFVga2lpoa6ujhkzZjz2Oh0dHQBUVlayevVqnn/+ebKysli0aBHnzp0jKSnJ8o1wgO7ubs6cOWMTZD+toaGB7OxsXFxcSEpKGrD2zJkzFBYW4unpyYIFCz6z56FA4VJEREScWmFhIfn5+fj4+LBx40ar4+OysjLc3d2ZMmXKY9/30WuNrly5wrp160hJSSE6Oppf/epXbNiwgfb2dvLz8y31586d4969ewOGy0uXLpGSkkJHRwdpaWk89dRT/daWl5eTlpZGb28va9as6Xdnc6jRsbiIiIgT+S9jJg52C06ju7ub7OxsSkpK8PPz46233sJgMFjVGI1GwsLC7D6j+Vk8PDwA8PPz40c/+pHVWGRkJGPHjqWystJyzWQyMWHCBAICAuzez2g08uabb9LZ2UlaWhoJCQn9rn3s2DE2bdrEsGHDWL9+vdVu7FCncCkiIuJEHPGN7K+Dzs5OMjIyKCsrIzg4mNzcXPz9/a1quru7qaysJDk5+Qut8Win0MfHx+64r68v9fX1lv82Go02x++PHDlyhC1btjB8+HDWrl3L7Nmz+113165d7N27Fy8vLzZv3kx4ePgX6t9Z6VhcREREnIrZbGb58uWUlZURFhZGQUGBTbAEqK2t5e7du5/5DGR/vvOd7xAYGMif/vQnHjx4YDXW29vL9evX+d73vgdAU1MTly9ftrtWcXExmzdvxtPTk7feemvAYLl161b27t2Lv78/b7/99tcuWILCpYiIiDiZzMxMampqiIyMZNu2bXh5edmtM5lMjBs3zuao/HH85V/+Jffu3WP//v1W148ePUpbWxs//vGPgYe7lp6enjzzzDNWdWVlZeTm5uLt7U1+fv6Az36WlJRw8OBBAgMDrX655+tGx+IiIiLiNGprazlx4gRubm5ERERw8uRJmxqDwcDkyZPtvoLocS1YsACj0Uh+fj5XrlxhypQpXLp0iaNHjzJx4kRefvll4GGQDQ8Px9XVOjpt3bqVvr4+IiMjqauro66uzmaN2NhYzGYzO3fuBCA6Otru76l7eHgQHR39RJ/HGShcioiIiNN49AWarq4usrKy7NbExcXh7+9PfX09K1aseKL13N3d2bFjB//0T//Ev/7rv3Lq1Cm++93v8tOf/pQlS5YwcuRIurq6OHv2LKmpqVZzm5qauHr1KgClpaWUlpbaXSM2NpaLFy9afu7y07ukjwQEBHwtwuWwtra2vsFuQkRE5JuiubmZMWPGDHYbMsQ5878jPXMpIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIO4zrYDYiIiMg30/nz51m8eDE7d+5k6tSpVmPV1dUUFRVx/vx57t+/j7+/P7Nnz+aVV17B3d3d5l7Hjx9nw4YNnDx5kpEjR1qNXb9+nV/84he8/vrrzJ071+r6X/3VXw3YY0BAAO+++65Nb0uWLKGkpASDwUBbWxtvv/02v//972lubsbLy4upU6eyZMkSxo8fbzX3xo0b7N69m4qKClpbW/nud79LREQES5cuZcyYMZ/jr+b8FC5FRETkK9fY2Eh6ejq9vb02Y1VVVSxbtgwfHx8SExPx9vamsrKSgoICamtr2b59O8OHWx++mkwmQkNDbYLlnTt3SE1NxWw226zz3e9+lzVr1tjt77333qO8vJwf/ehHNmMmk4mgoCAMBgMPHjwgOTmZy5cvM3fuXCZNmsT169c5cuQI5eXlFBQUMHHiRABaW1tJSkqio6OD+Ph4xo8fT0NDA0ePHqWiooKioiJGjx79uf+GzkrhUkRERL5Sp0+fJjMzk/b2drvjGzZswNPTk3379lnCVkJCAjk5ORQXF3Pq1ClmzZplqe/p6aG8vJzFixdb3ae6uprVq1dz8+ZNu+t4eHgQGxtrc72uro6qqip++MMf8jd/8zc240ajkenTpwNQXFxMQ0MDGRkZxMfHW2pmzZrFwoUL2bFjBzk5OQDk5eXR0tLCtm3biIiIsNROmzaNlStXsmfPHtLT0+32OpTomUsRERH5yqSmprJq1Sp8fX2JiYmxGb958yaNjY3MnDnTZhcvLi4OeBgaP+nChQu0t7dbAh9AVlYWS5Ysoa+vzyr0fZbe3l7Wrl0LwN///d/j6mq9D9fc3Ex9fT0zZswAoKKiAjc3N+bNm2dVFxISQnBwMFVVVZZrFRUVGAwGq2AJEBUVhZeXl1XtUKadSxERESfy6ef7nMn8+fOf+B5XrlwhJSWFxMREioqKbMZ9fX05fPgwI0aMsBm7ffs2gM2RuNFoJDAwkKCgIMu1jz76iJdeeolFixbxwQcfUFJS8rn6O3bsGHV1dSxatMjqfp9cy8PDg9DQUADWrVvHnTt3cHFxsarr6+ujtbXVqtf8/Hw6Oztt7mk2mzGbzTafa6hSuBQREXEit27dGuwWvlSHDh2y+4WcR1xdXe2GOoADBw4A2Hz5x2QyWe1aAuzcuXPAdezp7u6moKAAb29vfvnLX9qtMZlMhIWFWe49evRou89Jvv/++7S0tBAVFWW5NnbsWLv3LC4upqenh7CwsMfq11l9PSKyiIiIDAmPG/geKSwspLKykpCQEKvA1tLSQl1dneWY+knWOXnyJLdu3eJnP/sZHh4eNuPd3d2cOXPGJsh+WkNDA9nZ2bi4uJCUlDRg7ZkzZygsLMTT05MFCxY8ds/OSOFSREREnFphYSH5+fn4+PiwceNGq+PjsrIy3N3dmTJlyhOv83//3/83I0aM4K//+q/tjp87d4579+4NGC4vXbpESkoKHR0dpKWl8dRTT/VbW15eTlpaGr29vaxZs6bfnc2hRuFSREREnFJ3dzcbN24kPz8fPz8/du3ahcFgsKoxGo2EhYXZfUbzcTQ3N3P+/HlmzJjBqFGj7NaYTCYmTJhAQECA3XGj0cjSpUtpa2sjLS2NhISEftc7duwYr732Gj09Paxfv95qN3ao0zOXIiIiTsTPz2+wW3AKnZ2dZGRkUFZWRnBwMLm5ufj7+1vVdHd3U1lZSXJy8hOv9x//8R/09fUxe/bsfmuMRqPN8fsjR44cYcuWLQwfPpy1a9cOeJ9du3axd+9evLy82Lx5M+Hh4U/cvzNRuBQREXEijvhG9lBnNptZvnw5NTU1hIWFkZWVhZeXl01dbW0td+/e/cxnID+P6upqhg8fzrPPPmt3vKmpicuXL/P666/bjBUXF5OTk8OoUaPIysoa8Ih+69atHDx4EH9/f3JyciwvWP86UbgUERERp5KZmUlNTQ2RkZFs2rQJNzc3u3Umk4lx48bZHJV/ERcvXiQoKAhPT0+740ajEU9PT5555hmr62VlZeTm5uLt7U1eXt6AYbGkpISDBw8SGBhIXl7e13aXWuFSREREnEZtbS0nTpzAzc2NiIgITp48aVNjMBiYPHmy3VcQfRE9PT1cu3aNadOm9VtjMpkIDw+3ean61q1b6evrIzIykrq6Ourq6mzmxsbGYjab2blzJwDR0dF8+OGHNnUeHh5ER0c/2YdxAgqXIiIi4jQqKysB6OrqIisry25NXFwc/v7+1NfXs2LFiide8//8n/9Db28v3/72t+2Od3V1cfbsWVJTU62uNzU1cfXqVQBKS0spLS21Oz82NpaLFy9afu5y//79dusCAgK+FuFyWFtbW99gNyEiIvJN0dzczJgxYwa7DRninPnfkV5FJCIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIiIg6jcCkiIiIiDqNwKSIiIiIOo3ApIiIig+L8+fM899xzfPjhhzZj1dXVLF++nBdeeIEZM2bw4osvsnv3bj7++GO79zp+/DjPP/889+/ftxm7fv06M2fOpLS01O7cq1evkpGRwY9//GNmzJjBX//1X1NcXExvb6/d+urqap599lmuXbsGQFtbG9nZ2cyfP5/p06cTExNDRkYGV65csZl748YN1qxZw5w5c4iIiGDOnDmsW7eO5ubm/v5MQ47rYDcgIiIi3zyNjY2kp6fbDXBVVVUsW7YMHx8fEhMT8fb2prKykoKCAmpra9m+fTvDh1vvj5lMJkJDQxk5cqTV9Tt37pCamorZbLbbx/Xr10lKSuLBgwf89Kc/5Xvf+x4ffPABOTk5XL16lb/7u7+zmWMymQgKCsJgMPDgwQOSk5O5fPkyc+fOZdKkSVy/fp0jR45QXl5OQUEBEydOBKC1tZWkpCQ6OjqIj49n/PjxNDQ0cPToUSoqKigqKmL06NFf9E/qNBQuRURE5Ct1+vRpMjMzaW9vtzu+YcMGPD092bdvnyVsJSQkkJOTQ3FxMadOnWLWrFmW+p6eHsrLy1m8eLHVfaqrq1m9ejU3b97st5cDBw7Q3t5OZmYmP/7xjy1rpaSk8Nvf/paf//znjB8/3mqO0Whk+vTpABQXF9PQ0EBGRgbx8fGWmlmzZrFw4UJ27NhBTk4OAHl5ebS0tLBt2zYiIiIstdOmTWPlypXs2bOH9PT0z/rzOT0di4uIiMhXJjU1lVWrVuHr60tMTIzN+M2bN2lsbGTmzJk2u3hxcXHAw9D4SRcuXKC9vd0S+ACysrJYsmQJfX19VqHv0xobGwF4/vnnra7PnDkTgLq6Oqvrzc3N1NfXM2PGDAAqKipwc3Nj3rx5VnUhISEEBwdTVVVluVZRUYHBYLAKlgBRUVF4eXlZ1Q5l2rkUERFxIof+6sBgt9Cvnx1d8MT3uHLlCikpKSQmJlJUVGQz7uvry+HDhxkxYoTN2O3btwFsjsSNRiOBgYEEBQVZrn300Ue89NJLLFq0iA8++ICSkhK7/YwfP56Kigr+3//3/+UHP/iB5fqj0DlmzBibtTw8PAgNDQVg3bp13LlzBxcXF6u6vr4+WltbrXrNz8+ns7PTpgez2YzZbLb5XEOVwqWIiIgTaaq+MdgtfKkOHTqEu7t7v+Ourq5WIfGTDhx4GLynTp1qdd1kMlntWgLs3LlzwHUe+eUvf0l5eTlr165l5cqVGAwGfv/73/Pb3/6W8PBwnnnmGZu1wsLCLPcePXq03eck33//fVpaWoiKirJcGzt2rN0eiouL6enpISws7DP7HQq+HhFZREREhoTPE/jsKSwspLKykpCQEKvA1tLSQl1dneWY+nHXGT16NEuXLuXWrVssW7aMv/qrv2LLli384Ac/IDs7m2HDhllqu7u7OXPmjE2Q/bSGhgays7NxcXEhKSlpwNozZ85QWFiIp6cnCxY8+c6wM1C4FBEREadWWFhIfn4+Pj4+bNy40er4uKysDHd3d6ZMmfKF7r1v3z4yMjLw8fFh1apVbN68mV/84hf84Q9/ICUlhY6ODkvtuXPnuHfv3oDh8tKlS5Z5aWlpPPXUU/3WlpeXk5aWRm9vL2vWrOl3Z3Oo0bG4iIiIOKXu7m6ys7MpKSnBz8+Pt956C4PBYFVjNBoJCwuz+4zmZ7l79y4FBQWMGTOGvXv3MmrUKAB+9KMfERISwq9//Wv27t3Lq6++Cjw8Ep8wYQIBAQF272c0GnnzzTfp7OwkLS2NhISEftc+duwYmzZtYtiwYaxfv95qN3aoU7gUERFxIv6h9oPLN01nZycZGRmUlZURHBxMbm4u/v7+VjXd3d1UVlaSnJz8hdZobGzkwYMHREdHW4LlI7Nnz2bTpk1UVlZarhmNRpvj90eOHDnCli1bGD58OGvXrmX27Nn9rrtr1y727t2Ll5cXmzdvJjw8/Av176wULkVERJyII76RPdSZzWaWL19OTU0NYWFhZGVl4eXlZVNXW1vL3bt3P/MZyP48ei6zp6fHZqyvr4/e3l76+voAaGpq4vLly7z++us2tcXFxeTk5DBq1CiysrIGPKLfunUrBw8exN/fn5ycHMsL1r9O9MyliIiIOJXMzExqamqIjIxk27ZtdoMlPDymHjdunM1R+ecVHBxMQEAAJ0+e5NatW1Zj7777Lg8ePGDatGnAw11LT09Pm2+Pl5WVkZubi7e3N/n5+QMGy5KSEg4ePEhgYKDVL/d83WjnUkRERJxGbW0tJ06cwM3NjYiICE6ePGlTYzAYmDx5st1XED2O4cOH83/9X/8Xr732Gr/85S/5yU9+gq+vL7W1tbz33ntMmDCBhQsXAg+DbHh4OK6u1tFp69at9PX1ERkZSV1dnc1L1wFiY2Mxm83s3LkTgOjoaLu/p+7h4UF0dPQX/jzOQuFSREREnMajZxy7urrIysqyWxMXF4e/vz/19fWsWLHiidabNm0ahYWFFBYWcujQITo7O/Hz8yMxMZGkpCS8vLzo6uri7NmzpKamWs1tamri6tWrAJSWllJaWmp3jdjYWC5evGj5ucv9+/fbrQsICPhahMthbW1tfYPdhIiIyDdFc3Ozza++iDwuZ/53pGcuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERkUJw/f57nnnuODz/80Gasurqa5cuX88ILLzBjxgxefPFFdu/ezccff2z3XsePH+f555/n/v37NmPXr19n5syZlJaW2p3b0NDAypUr+W//7b/xox/9iKVLl2I0Gvvtu7q6mmeffZZr164B0NbWRnZ2NvPnz2f69OnExMSQkZHBlStXbObeuHGDNWvWMGfOHCIiIpgzZw7r1q2jubm53/WGGtfBbkBERES+eRobG0lPT6e3t9dmrKqqimXLluHj40NiYiLe3t5UVlZSUFBAbW0t27dvZ/hw6/0xk8lEaGgoI0eOtLp+584dUlNTMZvNdvv4wx/+QEpKCh9//DE/+clPCAoK4ne/+x2pqam89tpr/PznP7eZYzKZCAoKwmAw8ODBA5KTk7l8+TJz585l0qRJXL9+nSNHjlBeXk5BQQETJ04EoLW1laSkJDo6OoiPj2f8+PE0NDRw9OhRKioqKCoqYvTo0V/0T+o0FC5FRETkK3X69GkyMzNpb2+3O75hwwY8PT3Zt2+fJWwlJCSQk5NDcXExp06dYtasWZb6np4eysvLWbx4sdV9qqurWb16NTdv3uy3l82bN9PZ2cm2bduIiIgA4Kc//SlvvPEGb731FtOnTycoKMhqjtFoZPr06QAUFxfT0NBARkYG8fHxlppZs2axcOFCduzYQU5ODgB5eXm0tLRYrQUwbdo0Vq5cyZ49e0hPT//Mv5+z07G4iIiIfGVSU1NZtWoVvr6+xMTE2IzfvHmTxsZGZs6cabOLFxcXBzwMjZ904cIF2tvbLYEPICsriyVLltDX12cV+j691sWLFwkPD7cKe8OGDeOVV16hq6vL5ii9ubmZ+vp6ZsyYAUBFRQVubm7MmzfPqi4kJITg4GCqqqos1yoqKjAYDFZrAURFReHl5WVVO5Rp51JERMSJ/Lj01mC30K9/m+v3xPe4cuUKKSkpJCYmUlRUZDPu6+vL4cOHGTFihM3Y7du3AWyOxI1GI4GBgVY7jB999BEvvfQSixYt4oMPPqCkpMTmfo92NL///e/bjD2618WLF23W8vDwIDQ0FIB169Zx584dXFxcrOr6+vpobW216jU/P5/Ozk6btcxmM2az2eZzDVUKlyIiIk7kTHPXYLfwpTp06BDu7u79jru6utocQz9y4MABAKZOnWp13WQyWe1aAuzcuXPAdQA8PDwAuHfvns1YW1sbgM0XbUwmE2FhYZZ7jx492u5zku+//z4tLS1ERUVZro0dO9ZuH8XFxfT09BAWFjZgv0PF1yMii4iIyJDwWYGvP4WFhVRWVhISEmIV2FpaWqirq7McUz/OOhMmTGDUqFH8/ve/5+7du1ZjJ0+eBODBgweWa93d3Zw5c8YmyH5aQ0MD2dnZuLi4kJSUNGDtmTNnKCwsxNPTkwULFnxmz0OBwqWIiIg4tcLCQvLz8/Hx8WHjxo1Wx8dlZWW4u7szZcqUx76vq6srCxcu5Pbt27z66qtUVVVx7do1Dh06ZAl8rq7//yHvuXPnuHfv3oDh8tKlS6SkpNDR0UFaWhpPPfVUv7Xl5eWkpaXR29vLmjVr+t3ZHGp0LC4iIiJOqbu7m+zsbEpKSvDz8+Ott97CYDBY1RiNRsLCwuw+o/l5LFiwgK6uLgoLC1m6dCnw8Ph63bp15OTkMGrUKEutyWRiwoQJBAQE2L2X0WjkzTffpLOzk7S0NBISEvpd99ixY2zatIlhw4axfv16q93YoU7hUkRExImEj3Eb7BacQmdnJxkZGZSVlREcHExubi7+/v5WNd3d3VRWVpKcnPxEa73yyiv89V//NfX19YwcOZKJEyfS09NDU1MTTz/9tKXOaDTaHL8/cuTIEbZs2cLw4cNZu3Yts2fP7ne9Xbt2sXfvXry8vNi8eTPh4eFP1L+zUbgUERFxIo74RvZQZzabWb58OTU1NYSFhZGVlYWXl5dNXW1tLXfv3v3MZyAH8m//9m+4u7szc+ZMJk+ebLleXl5OV1eX5ctDTU1NXL58mddff93mHsXFxZZdzqysrAGP6Ldu3crBgwfx9/cnJyfH8oL1rxOFSxEREXEqmZmZ1NTUEBkZyaZNm3Bzs7+bazKZGDdunM1R+eM4fPgw9fX1/Pa3v8Xb2xuAu3fvkp+fz5gxYyzv4jQajXh6evLMM89YzS8rKyM3Nxdvb2/y8vIGDIslJSUcPHiQwMBA8vLy8PP7ev4fCYVLERERcRq1tbWcOHECNzc3IiIiLN/a/iSDwcDkyZPtvoLocSUlJbF8+XKWLl3KX/3VX9HX10dJSQnXrl0jOzvb8nOSJpOJ8PBwqy/4wMOdyL6+PiIjI6mrq6Ours5mjdjYWMxmMzt37gQgOjra7u+pe3h4EB0d/USfxxkoXIqIiIjTqKysBKCrq4usrCy7NXFxcfj7+1NfX8+KFSueaL1nn32Wbdu2UVBQQH5+Pq6urvzFX/wFv/71r5k0aZKll7Nnz5Kammo1t6mpiatXrwJQWlpq82s+j8TGxnLx4kXLz13u37/fbl1AQMDXIlwOa2tr6xvsJkRERL4pmpubGTNmzGC3IUOcM/870nsuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYVwHuwERERH5Zjp//jyLFy9m586dTJ061WqsurqaoqIizp8/z/379/H392f27Nm88soruLu729zr+PHjbNiwgZMnTzJy5Ehu3LjB7t27qaiooLW1le9+97tERESwdOlSxowZYzW3ra2Nt99+m9/97ne0trbyX/7Lf+HnP/858+bNs9t3dXU1S5YsoaSkBIPBYJn/+9//nubmZry8vJg6dSpLlixh/PjxVnMfp6+hSuFSREREvnKNjY2kp6fT29trM1ZVVcWyZcvw8fEhMTERb29vKisrKSgooLa2lu3btzN8uPXhq8lkIjQ0lJEjR9La2kpSUhIdHR3Ex8czfvx4GhoaOHr0KBUVFRQVFTF69GgAzGYzr776KvX19SQkJDB+/Hj+9//+36xfv57bt2+zcOFCm/5MJhNBQUEYDAYePHhAcnIyly9fZu7cuUyaNInr169z5MgRysvLKSgoYOLEiQCP1ddQpnApIiIiX6nTp0+TmZlJe3u73fENGzbg6enJvn37LGErISGBnJwciouLOXXqFLNmzbLU9/T0UF5ezuLFiwHIy8ujpaWFbdu2ERERYambNm0aK1euZM+ePaSnpwPwzjvv8Mc//pH169cTExMDQHx8PCtWrKCgoIA5c+YwduxYq/6MRiPTp08HoLi4mIaGBjIyMoiPj7fUzJo1i4ULF7Jjxw5ycnIeu6+hTM9cioiIyFcmNTWVVatW4evrawlzn3Tz5k0aGxuZOXOmzS5eXFwc8PBY+pMuXLhAe3u7JfBVVFRgMBisAhxAVFQUXl5eVFVVWa4dP34cPz8/q16GDRvGyy+/TFdXF//6r/9qdY/m5mbq6+uZMWOGZS03NzebI/SQkBCCg4Ot1nqcvoYy7VyKiIg4EY+1KYPdQr/Mq//xie9x5coVUlJSSExMpKioyGbc19eXw4cPM2LECJux27dvA9gciRuNRgIDAwkKCgIgPz+fzs5O2/7NZsxms2X+3bt3uXLlCtHR0Ta1Tz/9NPAwuH56LQ8PD0JDQwFYt24dd+7cwcXFxaqur6+P1tZWq14/b19DncKliIiIE3Fp+MNgt/ClOnTokN0v5Dzi6upqCYmfduDAAQCbL/+YTCbLriVgc4z9SHFxMT09PYSFhQFw69Yt+vr67NaPHDmSUaNGcf36dZu1wsLCLJ9h9OjRdp+TfP/992lpaSEqKuqx+xrqvh4RWURERIaEgYLlQAoLC6msrCQkJMQqsLW0tFBXV2c5pu7PmTNnKCwsxNPTkwULFgAPdy4BvvWtb9mdM3LkSMxms+W/u7u7OXPmjFWQtaehoYHs7GxcXFxISkp67L6GOoVLERERcWqFhYXk5+fj4+PDxo0brY6Py8rKcHd3Z8qUKf3OLy8vJy0tjd7eXtasWWOzg9jX12d3Xl9fn9Vx97lz57h3796A4fLSpUukpKTQ0dFBWloaTz311Bfua6hSuBQRERGn1N3dzcaNG8nPz8fPz49du3ZhMBisaoxGI2FhYXaf0QQ4duwYr732Gj09Paxfv95q1/PRjuX9+/ftzr1//z5eXl6W/zaZTEyYMIGAgAC79UajkaVLl9LW1kZaWhoJCQn9fraB+hrq9MyliIiIE+mZOGmwW3AKnZ2dZGRkUFZWRnBwMLm5ufj7+1vVdHd3U1lZSXJyst177Nq1i7179+Ll5cXmzZsJDw+3Gv/e977HsGHDuHXrls1cs9lMR0cHfn5+lmtGo7Hf4/cjR46wZcsWhg8fztq1a5k9e3a/n+2z+hrqFC5FRESciCO+kT3Umc1mli9fTk1NDWFhYWRlZVntID5SW1vL3bt37R5Tb926lYMHD+Lv709OTo7lReaf9K1vfYvx48fzhz/Yfonq/PnzAEyePBmApqYmLl++zOuvv25TW1xcTE5ODqNGjSIrK2vAI/rP09dQp2NxERERcSqZmZnU1NQQGRnJtm3b7AZLeHhMPW7cOJuj8pKSEg4ePEhgYKDVL+TYExsby40bNzhx4oTlWl9fH/v378fd3d3y/kuj0YinpyfPPPOM1fyysjJyc3Px9vYmPz9/wGD5OH0NZdq5FBEREadRW1vLiRMncHNzIyIigpMnT9rUGAwGJk+ebPMKIni467lz504AoqOj+fDDD23me3h4WN5t+fOf/5z33nuPNWvW8Mc//pGgoCBOnjxJZWUlr776quU1QyaTifDwcFxdraPT1q1b6evrIzIykrq6Ourq6mzWi42Nfey+hjKFSxEREXEalZWVAHR1dZGVlWW3Ji4uDn9/f+rr61mxYoXV2MWLFy0/K7l//3678wMCAiwhbuTIkeTl5fGP//iPHD9+nHv37jFu3Dj+4R/+gTlz5lh6OXv2LKmpqVb3aWpq4urVqwCUlpZSWlpqd73Y2NjH7msoG9bW1mb/+/ciIiLicM3NzYwZM2aw25Ahzpn/HemZSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLEREREXEYhUsRERERcRiFSxERERFxGIVLERERGRTnz5/nueee48MPP7QZq66uZvny5bzwwgvMmDGDF198kd27d/Pxxx/bvdfx48d5/vnnuX//PgA3btxgzZo1zJkzh4iICObMmcO6detobm7+wj19srdnn32Wa9euAdDW1kZ2djbz589n+vTpxMTEkJGRwZUrV2zmftG+hhLXwW5AREREvnkaGxtJT0+nt7fXZqyqqoply5bh4+NDYmIi3t7eVFZWUlBQQG1tLdu3b2f4cOv9MZPJRGhoKCNHjqS1tZWkpCQ6OjqIj49n/PjxNDQ0cPToUSoqKigqKmL06NGP1dOn1woKCsJgMPDgwQOSk5O5fPkyc+fOZdKkSVy/fp0jR45QXl5OQUEBEydOBPjCfQ01CpciIiLylTp9+jSZmZm0t7fbHd+wYQOenp7s27fPErYSEhLIycmhuLiYU6dOMWvWLEt9T08P5eXlLF68GIC8vDxaWlrYtm0bERERlrpp06axcuVK9uzZQ3p6+mP19ElGo5Hp06cDUFxcTENDAxkZGcTHx1tqZs2axcKFC9mxYwc5OTlfuK+hSMfiIiIi8pVJTU1l1apV+Pr6EhMTYzN+8+ZNGhsbmTlzps0uXlxcHPDwWPqTLly4QHt7uyXwVVRUYDAYrAIcQFRUFF5eXlRVVT1WT5/U3NxMfX09M2bMsKzl5ubGvHnzrOpCQkIIDg62Wutx+xqqtHMpIiLiRMxnVwx2C/3yCMt94ntcuXKFlJQUEhMTKSoqshn39fXl8OHDjBgxwmbs9u3bADZH4kajkcDAQIKCggDIz8+ns7PTZr7ZbMZsNtvM/6yePr2Wh4cHoaGhAKxbt447d+7g4uJiVdfX10dra6vVWo/b11ClcCkiIuJEetv/ONgtfKkOHTqEu7t7v+Ourq6WkPhpBw4cAGDq1KlW100mk2XXEmDs2LF25xcXF9PT00NYWNhj9fTptcLCwiz1o0ePtvuc5Pvvv09LSwtRUVFfuK+h6usRkUVERGRI+Lwh7tMKCwuprKwkJCTEKrC1tLRQV1dnOabuz5kzZygsLMTT05MFCxZ8oZ66u7s5c+aMVZC1p6GhgezsbFxcXEhKSvrCfQ1VCpciIiLi1AoLC8nPz8fHx4eNGzdaHR+XlZXh7u7OlClT+p1fXl5OWloavb29rFmzpt8dxM9y7tw57t27N2C4vHTpEikpKXR0dJCWlsZTTz31pfflbBQuRURExCl1d3ezceNG8vPz8fPzY9euXRgMBqsao9FIWFiY3Wc0AY4dO8Zrr71GT08P69evt9r1fFwmk4kJEyYQEBBgd9xoNLJ06VLa2tpIS0sjISGh33s5si9no2cuRUREnMjwUSGD3YJT6OzsJCMjg7KyMoKDg8nNzcXf39+qpru7m8rKSpKTk+3eY9euXezduxcvLy82b95MeHj4E/VkNBr7PX4/cuQIW7ZsYfjw4axdu5bZs2f3ex9H9+VsFC5FRESciCO+kT3Umc1mli9fTk1NDWFhYWRlZeHl5WVTV1tby927d+0eU2/dupWDBw/i7+9PTk6O5UXmX1RTUxOXL1/m9ddftxkrLi4mJyeHUaNGkZWVNeARvaP7ckYKlyIiIuJUMjMzqampITIykk2bNuHm5ma3zmQyMW7cOJuj8pKSEg4ePEhgYCB5eXn4+fk9cU9GoxFPT0+eeeYZq+tlZWXk5ubi7e1NXl7egGHxy+jLGSlcioiIiNOora3lxIkTuLm5ERERwcmTJ21qDAYDkydPtnkFETzc9dy5cycA0dHRdn8j3MPDg+jo6Mfqy2QyER4ejqurdXTaunUrfX19REZGUldXR11dnc3c2NjYL60vZ6RwKSIiIk6jsrISgK6uLrKysuzWxMXF4e/vT319PStWrLAau3jxouUnHPfv3293fkBAwGOFuK6uLs6ePUtqaqrV9aamJq5evQpAaWkppaWldufHxsZ+KX05q2FtbW19g92EiIjIN0VzczNjxowZ7DZkiHPmf0d6FZGIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzCpYiIiIg4jMKliIiIiDiMwqWIiIiIOIzrYDcgIiIi30znz59n8eLF7Ny5k6lTp1qNVVdXU1RUxPnz57l//z7+/v7Mnj2bV155BXd3d5t7HT9+nA0bNnDy5ElGjhzJjRs32L17NxUVFbS2tvLd736XiIgIli5dypgxY6zm1tfXU1BQQFVVFXfv3mXMmDHMnDmT//k//ydeXl42a1VXV7NkyRJKSkowGAy0tbXx9ttv8/vf/57m5ma8vLyYOnUqS5YsYfz48VZzH6evoUrhUkRERL5yjY2NpKen09vbazNWVVXFsmXL8PHxITExEW9vbyorKykoKKC2tpbt27czfLj14avJZCI0NJSRI0fS2tpKUlISHR0dxMfHM378eBoaGjh69CgVFRUUFRUxevRoAK5evUpSUhIuLi4kJCTg7+/Pf/7nf/LOO+9w9uxZCgsL8fDwsFkrKCgIg8HAgwcPSE5O5vLly8ydO5dJkyZx/fp1jhw5Qnl5OQUFBUycOBHgsfoayhQuRURE5Ct1+vRpMjMzaW9vtzu+YcMGPD092bdvnyVsJSQkkJOTQ3FxMadOnWLWrFmW+p6eHsrLy1m8eDEAeXl5tLS0sG3bNiIiIix106ZNY+XKlezZs4f09HQAtmzZQldXF3v27LGEwJ/85CeEhITwm9/8hsOHD/Pyyy9b9Wc0Gpk+fToAxcXFNDQ0kJGRQXx8vKVm1qxZLFy4kB07dpCTk/PYfQ1leuZSREREvjKpqamsWrUKX19fYmJibMZv3rxJY2MjM2fOtNnFi4uLAx4eS3/ShQsXaG9vtwS+iooKDAaDVYADiIqKwsvLi6qqKgC6uro4d+4czzzzjCVYPjJnzhwAS+0jzc3N1NfXM2PGDMtabm5uzJs3z6ouJCSE4OBgq/mft6+hTjuXIiIiTmT3/7N2sFvo1/+MW/3E97hy5QopKSkkJiZSVFRkM+7r68vhw4cZMWKEzdjt27cBbI7EjUYjgYGBBAUFAZCfn09nZ6fNfLPZjNlstsx3cXHh4MGD9PX12dTeuXPHUvPptTw8PAgNDQVg3bp13Llzx6aur6+P1tZWq14/b19DncKliIiIE/lTc8Ngt/ClOnTokN0v5Dzi6upqCYmfduDAAQCbL/+YTCbLriXA2LFj7c4vLi6mp6eHsLAw4GFINRgMdmv379/f71phYWGWzzB69Gi7z0m+//77tLS0EBUV9dh9DXVfj4gsIiIiQ8JAwXIghYWFVFZWEhISYhXYWlpaqKursxxT9+fMmTMUFhbi6enJggULBqw9fvw47777LmPHjmX+/PmW693d3Zw5c8YqyNrT0NBAdnY2Li4uJCUlOayvoULhUkRERJxaYWEh+fn5+Pj4sHHjRqvj47KyMtzd3ZkyZUq/88vLy0lLS6O3t5c1a9b0u4MIUFpayrp16/Dw8GDz5s1861vfsoydO3eOe/fuDRguL126REpKCh0dHaSlpfHUU085pK+hRMfiIiIi4pS6u7vJzs6mpKQEPz8/3nrrLZtjbKPRSFhYmN1nNAGOHTvGpk2bGDZsGOvXr7fa9fy0RyHWy8uLrVu3MmnSJKtxk8nEhAkTCAgIsDvfaDTy5ptv0tnZSVpaGgkJCf2u9Th9DTUKlyIiIk7kv4yZ+NlF3wCdnZ1kZGRQVlZGcHAwubm5+Pv7W9V0d3dTWVlJcnKy3Xvs2rWLvXv34uXlxebNmwkPD7db193dzYYNGygtLcXPz4+cnBy+//3v29QZjcZ+j9+PHDnCli1bGD58OGvXrmX27Nn9frbP29dQpXApIiLiRBzxjeyhzmw2s3z5cmpqaggLCyMrK8vuL+XU1tZy9+5du8fUW7du5eDBg/j7+5OTk2PzqqFHenp6ePPNNzl16hR/9md/Rm5uLn5+fjZ1TU1NXL58mddff91mrLi4mJycHEaNGkVWVtaAR/Sft6+hTOFSREREnEpmZiY1NTVERkayadMm3Nzc7NaZTCbGjRtnc1ReUlLCwYMHCQwMJC8vz25YfCQ/P59Tp07xgx/8gLfeestuiIWHu5aenp4888wzVtfLysrIzc3F29ubvLy8AcPi4/Q1lClcioiIiNOora3lxIkTuLm5ERERwcmTJ21qDAYDkydPtnkFETzc9dy5cycA0dHRfPjhhzbzPTw8iI6OpqmpiX/+539m2LBhREdH87vf/c6m1sfHh2nTpmEymQgPD8fV1To6bd26lb6+PiIjI6mrq6Ours7mHrGxsY/V11CncCkiIiJOo7KyEnj46zlZWVl2a+Li4vD396e+vp4VK1ZYjV28eNHys5KP3lX5aQEBAZaA19PTA2AJfp82ZcoUpkyZwtmzZ0lNTbUaa2pq4urVq8DDb5mXlpbavUdsbOxj9TXUDWtra7N9Lb2IiIh8KZqbmxkzZsxgtyFDnDP/O9J7LkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYVwHuwERERH5Zjp//jyLFy9m586dTJ061WqsurqaoqIizp8/z/379/H392f27Nm88soruLu729zr+PHjbNiwgZMnTzJy5Ehu3LjB7t27qaiooLW1le9+97tERESwdOlSxowZYzX32rVr5OXlUV1dTXt7O3/2Z3/GL37xC3784x/b7bu6upolS5ZQUlKCwWCgra2Nt99+m9///vc0Nzfj5eXF1KlTWbJkCePHj7ea+zh9DVUKlyIiIvKVa2xsJD09nd7eXpuxqqoqli1bho+PD4mJiXh7e1NZWUlBQQG1tbVs376d4cOtD19NJhOhoaGMHDmS1tZWkpKS6OjoID4+nvHjx9PQ0MDRo0epqKigqKiI0aNHA3Dz5k2SkpLo6uriZz/7GT4+Ppw4cYI33niDpqYmXn75ZZv+TCYTQUFBGAwGHjx4QHJyMpcvX2bu3LlMmjSJ69evc+TIEcrLyykoKGDixIkAj9XXUKZwKSIiIl+p06dPk5mZSXt7u93xDRs24Onpyb59+yxhKyEhgZycHIqLizl16hSzZs2y1Pf09FBeXs7ixYsByMvLo6WlhW3bthEREWGpmzZtGitXrmTPnj2kp6cDsGvXLlpbWyksLOTpp58GID4+nldeeYW3336b+Ph4vLy8rPozGo1Mnz4dgOLiYhoaGsjIyCA+Pt5SM2vWLBYuXMiOHTvIycl57L6GMj1zKSIiIl+Z1NRUVq1aha+vLzExMTbjN2/epLGxkZkzZ9rs4sXFxQEPj6U/6cKFC7S3t1sCX0VFBQaDwSrAAURFReHl5UVVVZXl2rBhw5g+fbolWAK4uLgQFhbG/fv3uXr1qtU9mpubqa+vZ8aMGZa13NzcmDdvnlVdSEgIwcHBVms9Tl9DmXYuRUREnMi777472C30a/78+U98jytXrpCSkkJiYiJFRUU2476+vhw+fJgRI0bYjN2+fRvA5kjcaDQSGBhIUFAQAPn5+XR2dtrMN5vNmM1mq/m//vWv7fZ56dIlhg8fztixY23W8vDwIDQ0FIB169Zx584dXFxcrOr6+vpobW21Wutx+hrKFC5FREScyK1btwa7hS/VoUOH7H4h5xFXV1dLSPy0AwcOANh8+cdkMll2LQGbQPhIcXExPT09hIWF2R2/e/cujY2NvPPOO5w9e5af//znNrunJpOJsLAwy2cYPXq03eck33//fVpaWoiKinrivoYahUsRERH5ygwULAdSWFhIZWUlISEhVoGtpaWFuro6UlJSBpx/5swZCgsL8fT0ZMGCBXZr1q5dywcffADA008/zcKFC63Gu7u7OXPmDH/zN38z4FoNDQ1kZ2fj4uJCUlLSE/c11Hw99l9FRETka6uwsJD8/Hx8fHzYuHGj1fFxWVkZ7u7uTJkypd/55eXlpKWl0dvby5o1a/rdQfzLv/xLsrOzWbRoEfX19bz88stcu3bNMn7u3Dnu3btntUv6aZcuXSIlJYWOjg7S0tJ46qmnnrivoUbhUkRERJxSd3c3GzduJD8/Hz8/P3bt2oXBYLCqMRqNhIWF2X1GE+DYsWO89tpr9PT0sH79eqtdz0+LjIxk5syZLF26lMzMTG7dukVhYaFl3GQyMWHCBAICAuzONxqNLF26lLa2NtLS0khISOh3rcfpa6jRsbiIiIgT8fPzG+wWnEJnZycZGRmUlZURHBxMbm4u/v7+VjXd3d1UVlaSnJxs9x67du1i7969eHl5sXnzZsLDwz/3+pGRkXh6enLx4kXLNaPRaPmW+KcdOXKELVu2MHz4cNauXcvs2bP7vfeT9DUUKFyKiIg4EUd8I3uoM5vNLF++nJqaGsLCwsjKyrJ51yRAbW0td+/etXtMvXXrVg4ePIi/vz85OTmWF5l/UltbG4sXL+bP//zP2bBhg9VYV1cXH3/8sWVHtKmpicuXL/P666/b3Ke4uJicnBxGjRpFVlbWgEf0n6evoU7H4iIiIuJUMjMzqampITIykm3bttkNlvDwmHrcuHE2R+UlJSUcPHiQwMBAq1/I+bTvfOc7uLq68u///u80NDRYje3fv5+uri6io6OBh7uWnp6ePPPMM1Z1ZWVl5Obm4u3tTX5+/oDB8vP2NdRp51JEREScRm1tLSdOnMDNzY2IiAhOnjxpU2MwGJg8ebLNK4jg4a7nzp07AYiOjubDDz+0me/h4WEJjatWreLVV18lOTmZhIQEfHx8OHv2LKdOneKHP/whv/jFL4CHQTY8PBxXV+votHXrVvr6+oiMjKSuro66ujqb9WJjYx+7r6FM4VJEREScRmVlJfDwWDorK8tuTVxcHP7+/tTX17NixQqrsYsXL1p+VnL//v125wcEBFhCXGhoKIWFhezevZtDhw5x//59DAYDS5Ys4eWXX8bd3Z2uri7Onj1Lamqq1X2amposv+BTWlpKaWmp3fViY2Mfu6+hbFhbW1vfYDchIiLyTdHc3MyYMWMGuw0Z4pz535GeuRQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQREZFBcf78eZ577jk+/PBDm7Hq6mqWL1/OCy+8wIwZM3jxxRfZvXs3H3/8sd17HT9+nOeff5779+8DcOPGDdasWcOcOXOIiIhgzpw5rFu3jubm5gF76unp4Ve/+hXPPvtsvzXV1dU8++yzXLt2DYC2tjays7OZP38+06dPJyYmhoyMDK5cuWIz94v2NZS4DnYDIiIi8s3T2NhIeno6vb29NmNVVVUsW7YMHx8fEhMT8fb2prKykoKCAmpra9m+fTvDh1vvj5lMJkJDQxk5ciStra0kJSXR0dFBfHw848ePp6GhgaNHj1JRUUFRURGjR4+221dRURE1NTUD9m4ymQgKCsJgMPDgwQOSk5O5fPkyc+fOZdKkSVy/fp0jR45QXl5OQUEBEydOBHiivoYShUsRERH5Sp0+fZrMzEza29vtjm/YsAFPT0/27dtnCVsJCQnk5ORQXFzMqVOnmDVrlqW+p6eH8vJyFi9eDEBeXh4tLS1s27aNiIgIS920adNYuXIle/bsIT093WbdCxcuUFBQgLu7e787pABGo5Hp06cDUFxcTENDAxkZGcTHx1tqZs2axcKFC9mxYwc5OTlP1NdQo2NxERER+cqkpqayatUqfH19iYmJsRm/efMmjY2NzJw502YXLy4uDnh4LP1JFy5coL293RL4KioqMBgMVgEOICoqCi8vL6qqqmzW7ezsZPXq1URERPD000/3239zczP19fXMmDHDspabmxvz5s2zqgsJCSE4ONhqrS/S11CknUsREREncuivDgx2C/362dEFT3yPK1eukJKSQmJiIkVFRTbjvr6+HD58mBEjRtiM3b59G8DmSNxoNBIYGEhQUBAA+fn5dHZ22sw3m82YzWab+QC/+c1vuHv3Lm+88QZvvPFGv/0bjUY8PDwIDQ0FYN26ddy5cwcXFxerur6+PlpbW63W+iJ9DUUKlyIiIk6kqfrGYLfwpTp06BDu7u79jru6ulpC4qcdOPAweE+dOtXquslksuxaAowdO9bu/OLiYnp6eggLC7O6fvr0af7lX/6F7OxsfH19B+zfZDIRFhZm+QyjR4+2+5zk+++/T0tLC1FRUV+4r6Hq6xGRRUREZEgYKFgOpLCwkMrKSkJCQqwCW0tLC3V1dZZj6v6cOXOGwsJCPD09WbDg/9+BvXXrFpmZmcybN4+ZM2cOeI/u7m7OnDljFWTtaWhoIDs7GxcXF5KSkr5QX0OZwqWIiIg4tcLCQvLz8/Hx8WHjxo1Wx8dlZWW4u7szZcqUfueXl5eTlpZGb28va9assewg9vX1sWbNGr797W/z2muvfWYf586d4969ewOGy0uXLpGSkkJHRwdpaWk89dRTj93XUKdjcREREXFK3d3dZGdnU1JSgp+fH2+99RYGg8Gqxmg0EhYWZvcZTYBjx46xadMmhg0bxvr16612Pf/X//pfnD17luzsbD7++GPLN8S7u7uBh++vHD58OKNGjQIeHolPmDCBgIAAu2sZjUbefPNNOjs7SUtLIyEhod/PNlBfQ53CpYiIiBPxD7UfXL5pOjs7ycjIoKysjODgYHJzc/H397eq6e7uprKykuTkZLv32LVrF3v37sXLy4vNmzcTHh5uNf673/2Ovr4+Vq5caXd+TEwMAQEBvPvuu8DD8Njf8fuRI0fYsmULw4cPZ+3atcyePbvfz/ZZfQ11CpciIiJOxBHfyB7qzGYzy5cvp6amhrCwMLKysvDy8rKpq62t5e7du3aPqbdu3crBgwfx9/cnJyfH8iLzT1q+fDkdHR0213Nzc6mvr2fHjh2WHdGmpiYuX77M66+/blNfXFxMTk4Oo0aNIisra8Aj+s/T11CncCkiIiJOJTMzk5qaGiIjI9m0aRNubm5260wmE+PGjbM5Ki8pKeHgwYMEBgaSl5eHn5+f3fn9PQ/56Bj8kz8BaTQa8fT05JlnnrGqLSsrIzc3F29vb/Ly8gYMi5+3r6FO4VJEREScRm1tLSdOnMDNzY2IiAhOnjxpU2MwGJg8ebLNK4jg4a7nzp07AYiOjrb7u+UeHh5ER0c/Vl8mk4nw8HBcXa2j09atW+nr6yMyMpK6ujrq6ups5sbGxn5pfTkjhUsRERFxGpWVlQB0dXWRlZVltyYuLg5/f3/q6+tZsWKF1djFixctPyu5f/9+u/MDAgIeK8R1dXVx9uxZUlNTra43NTVx9epVAEpLSyktLbU7PzY29kvpy1kNa2tr6xvsJkRERL4pmpubGTNmzGC3IUOcM/870nsuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhFC5FRERExGEULkVERETEYRQuRURERMRhXAe7AREREflmOn/+PIsXL2bnzp1MnTrVaqy6upqioiLOnz/P/fv38ff3Z/bs2bzyyiu4u7vb3Ov48eNs2LCBkydPMnLkSG7cuMHu3bupqKigtbWV7373u0RERLB06VLGjBljNXf9+vUcO3bMbo+rV69m7ty5Nr0tWbKEkpISDAYDbW1tvP322/z+97+nubkZLy8vpk6dypIlSxg/frzV3Mfpa6hSuBQREZGvXGNjI+np6fT29tqMVVVVsWzZMnx8fEhMTMTb25vKykoKCgqora1l+/btDB9uffhqMpkIDQ1l5MiRtLa2kpSUREdHB/Hx8YwfP56GhgaOHj1KRUUFRUVFjB492jK3vr6egIAAli5datPL5MmTba6ZTCaCgoIwGAw8ePCA5ORkLl++zNy5c5k0aRLXr1/nyJEjlJeXU1BQwMSJEwEeu6+hSuFSREREvlKnT58mMzOT9vZ2u+MbNmzA09OTffv2WcJWQkICOTk5FBcXc+rUKWbNmmWp7+npoby8nMWLFwOQl5dHS0sL27ZtIyIiwlI3bdo0Vq5cyZ49e0hPTwegt7eXhoYGIiMjiY2N/Vz9G41Gpk+fDkBxcTENDQ1kZGQQHx9vqZk1axYLFy5kx44d5OTkPHZfQ5meuRQREZGvTGpqKqtWrcLX15eYmBib8Zs3b9LY2MjMmTNtdvHi4uKAh8fSn3ThwgXa29stga+iogKDwWAV4ACioqLw8vKiqqrKcu1Pf/oTDx48sOwufpbm5mbq6+uZMWOGZS03NzfmzZtnVRcSEkJwcLDVWo/T11CmnUsREREn8uPSW4PdQr/+ba7fE9/jypUrpKSkkJiYSFFRkc24r68vhw8fZsSIETZjt2/fBrA5EjcajQQGBhIUFARAfn4+nZ2dNvPNZjNms9lqfl1dHQDBwcEA3L9/Hzc3N1xcXOz2bzQa8fDwIDQ0FIB169Zx584dm/q+vj5aW1ut1nqcvoYyhUsREREncqa5a7Bb+FIdOnTI7hdyHnF1dbWExE87cOAAgM2Xf0wmk2XXEmDs2LF25xcXF9PT00NYWJjl2kcffQRAeXk5ubm53LhxAzc3NyIiIkhNTcVgMNisFRYWZvkMo0ePtvuc5Pvvv09LSwtRUVFfqK+h7OsRkUVERGRIGChYDqSwsJDKykpCQkKsAltLSwt1dXWWY+r+nDlzhsLCQjw9PVmwYIHlen19PQD/+Z//ycKFC8nKyuJnP/sZZWVlLFq0iOvXr1tqu7u7OXPmjFWQtaehoYHs7GxcXFxISkr6Qn0NZdq5FBEREadWWFhIfn4+Pj4+bNy40er4uKysDHd3d6ZMmdLv/PLycss309esWWO1gxgTE0NISAj/43/8D0aOHAlAdHQ0f/EXf8GqVavYtWsX69atA+DcuXPcu3dvwHB56dIlXn31VTo6OkhPT+epp576Qn0NZQqXIiIi4pS6u7vJzs6mpKQEPz8/3nrrLZtjaqPRSFhYmN1nNAGOHTvGpk2bGDZsGOvXr7fa9QT47//9v9ud96Mf/YixY8dSXl5uuWYymZgwYQIBAQF25xiNRt588006OztJS0sjISGh38/2WX0NZQqXIiIiTiR8jNtgt+AUOjs7ycjIoKysjODgYHJzc/H397eq6e7uprKykuTkZLv32LVrF3v37sXLy4vNmzcTHh7+WD34+PhYjs3hYXjs7/j9yJEjbNmyheHDh7N27Vpmz57d732ftC9np3ApIiLiRBzxjeyhzmw2s3z5cmpqaggLCyMrKwsvLy+butraWu7evWv3mHrr1q0cPHgQf39/cnJy7L5qqK2tjZSUFAIDA8nKyrIa6+7u5k9/+hOBgYEANDU1cfnyZV5//XWb+xQXF5OTk8OoUaPIysoa8Ij+8/Q11OkLPSIiIuJUMjMzqampITIykm3bttkNlvDwmHrcuHE2R+UlJSUcPHiQwMBAq1/I+bTvfOc79PT08Lvf/Y6LFy9ajRUVFXH37l3LTz8ajUY8PT155plnrOrKysrIzc3F29ub/Pz8AYPl5+1rqNPOpYiIiDiN2tpaTpw4YXkd0MmTJ21qDAYDkydPtnkFETzc9dy5cyfw8Is5H374oc18Dw8PoqOjAUhPT2f58uUsW7aMhIQE/Pz8OHv2LKdOnWLq1Kn84he/AB4G2fDwcFxdraPT1q1b6evrIzIykrq6Ost7Mz8pNjb2sfsayhQuRURExGlUVlYC0NXVZXNU/UhcXBz+/v7U19ezYsUKq7GLFy9aflZy//79ducHBARYQtzUqVMpKCigoKCA3/72t5jNZr73ve+xZMkSXnrpJVxdXenq6uLs2bOkpqZa3aepqYmrV68CUFpaSmlpqd31YmNjH7uvoWxYW1tb32A3ISIi8k3R3NzMmDFjBrsNGeKc+d+RnrkUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdRuBQRERERh1G4FBERERGHUbgUEREREYdxHewGRERE5Jvp/PnzLF68mJ07dzJ16lSrserqaoqKijh//jz379/H39+f2bNn88orr+Du7m5zr+PHj7NhwwZOnjzJyJEjuXHjBrt376aiooLW1la++93vEhERwdKlSxkzZozV3N7eXg4fPszRo0f505/+hLe3N+Hh4SQnJ+Pn52ezVnV1NUuWLKGkpASDwUBbWxtvv/02v//972lubsbLy4upU6eyZMkSxo8fbzX3cfoaqhQuRURE5CvX2NhIeno6vb29NmNVVVUsW7YMHx8fEhMT8fb2prKykoKCAmpra9m+fTvDh1sfvppMJkJDQxk5ciStra0kJSXR0dFBfHw848ePp6GhgaNHj1JRUUFRURGjR4+2zF2zZg3vvfceUVFRJCQkcPXqVQ4fPsy5c+f4p3/6J7797W/brBUUFITBYODBgwckJydz+fJl5s6dy6RJk7h+/TpHjhyhvLycgoICJk6cCPDYfQ1VCpciIiLylTp9+jSZmZm0t7fbHd+wYQOenp7s27fPErYSEhLIycmhuLiYU6dOMWvWLEt9T08P5eXlLF68GIC8vDxaWlrYtm0bERERlrpp06axcuVK9uzZQ3p6OgAffPAB7733HgkJCZZrAN///vdZu3Ytv/3tb/nlL39p1Z/RaGT69OkAFBcX09DQQEZGBvHx8ZaaWbNmsXDhQnbs2EFOTs5j9zWU6ZlLERER+cqkpqayatUqfH19iYmJsRm/efMmjY2NzJw502YXLy4uDnh4LP1JFy5coL293RL4KioqMBgMVgEOICoqCi8vL6qqqizXjhw5gqenJ8uWLbOqjYmJ4Ze//CVBQUFW15ubm6mvr2fGjBmWtdzc3Jg3b55VXUhICMHBwVZrPU5fQ5l2LkVERJyIx9qUwW6hX+bV//jE97hy5QopKSkkJiZSVFRkM+7r68vhw4cZMWKEzdjt27cBbI7EjUYjgYGBliCYn59PZ2enbf9mM2az2TK/p6eHc+fOER4ejqenJwD379/HxcUFd3d3m8D5aC0PDw9CQ0MBWLduHXfu3MHFxcWqrq+vj9bWVqteP29fQ53CpYiIiBNxafjDYLfwpTp06JDdL+Q84urqarNb+MiBAwcAbL78YzKZLLuWAGPHjrU7v7i4mJ6eHsLCwgC4fv06Dx484Hvf+x6nTp2ioKCA+vp6XFxcCAsLY+XKlYwbN85mrbCwMMtnGD16tN3nJN9//31aWlqIiop67L6Guq9HRBYREZEhYaBgOZDCwkIqKysJCQmxCmwtLS3U1dVZjqn7c+bMGQoLC/H09GTBggUAdHR0AFBZWcnq1at5/vnnycrKYtGiRZw7d46kpCSuXbtmuUd3dzf/H3v3Hld1le9//IUXFOGAgXjD0VDHKK0jBagoyDy8kJfJFEcRmylHSyNTSMRjZ6YTpXmr1MxRSxJPecETaY6Tk1k6v2ZvrooylDdIwBASL4RyR/j94cM97fbG1HYC8n4+HvOYXOuzvt/15cEf78da6/slNTXVLMhak52dzYoVK2jZsiXTp0+/5Xk1dQqXIiIi0qjFxsayYcMGXF1dWbJkidn2cWJiIvb29jz88MP1jk9KSmLevHnU1tYSExNjWkGsqqoCrm3Vv/rqq4SHhxMUFMTTTz/Na6+9RklJCRs2bDBd58iRI5SWlt4wXJ44cYLw8HAuX77MvHnzuP/++295Xk2dwqWIiIg0SjU1NSxZsoQNGzbQsWNH1q1bh4eHh1mNwWDAx8fH6hlNgN27d/PCCy9w9epVFi1aZLbq6eDgAEDHjh35zW9+YzYuICCATp06kZKSYmozGo14enrSpUsXq/cyGAzMmjWL4uJi5s2bx8SJE+t9thvNq6nTmUsREZFG5GqvBxp6Co1CWVkZCxcuJDExkZ49e7Jq1So6d+5sVlNTU0NKSgrPPvus1WusW7eOTZs24eTkxLJly/D19TXrv75S6OrqanW8m5sbWVlZpn8bDIZ6t98TEhJ4/fXXadGiBa+88grBwcH1PttPzaupU7gUERFpRGzxRnZTV15ezty5czl69Cg+Pj4sX74cJycni7qMjAyuXLlidZv6zTffZPv27XTu3JmVK1eaPmT+Q+3bt6dbt26cOXOGyspKs9XP2tpazp49S9euXQEoLCzk9OnTzJ8/3+I627ZtY+XKlTg7O7N8+fIbbtHfzLyaOm2Li4iISKOyePFijh49SkBAAKtXr7YaLOHaNnWPHj0stsp37tzJ9u3b6datm9lfyLHmt7/9LaWlpXzwwQdm7bt27aK4uJgRI0YA11YtHR0d6d+/v1ldYmIiq1atwsXFhQ0bNtwwWN7KvJoyrVyKiIhIo5GRkcG+ffto3bo1gwYNYv/+/RY1Hh4ePPTQQxafIIJrq55r164FICgoiEOHDlmMd3BwICgoCICpU6diMBjYsGEDOTk5PPzww5w4cYJdu3bRq1cvfv/73wPXgqyvry+tWplHpzfffJO6ujoCAgI4efIkJ0+etLjfqFGjbnleTZnCpYiIiDQa11+gqa6uZvny5VZrxowZQ+fOncnKyiIiIsKs79ixY6Y/K/nj1cjrunTpYgpx9vb2vP322/zv//4vf//73/niiy+45557+N3vfsfMmTNp27Yt1dXVpKWlERkZaXadwsJCcnNzAdizZw979uyxer9Ro0bd8ryaMrvi4uK6hp6EiIhIc1FUVIS7u3tDT0OauMb8e6QzlyIiIiJiMwqXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzCpciIiIiYjOtGnoCIiIi0jxlZmYyY8YM1q5dyyOPPGLWl56eTlxcHJmZmVRUVNC5c2eCg4N56qmnsLe3t7jWJ598wmuvvcb+/ftp27YtBQUFvPPOOyQnJ3Pp0iXuueceBg0axKxZs3B3dwfg7NmzPP744zecY5cuXfj4448t5jZz5kx27tyJh4cHxcXFvPvuu/zzn/+kqKgIJycnHnnkEWbOnMm9995rNvZm5tXUKVyKiIjIHZeXl0d0dDS1tbUWfYcPH+a5557D1dWVsLAwXFxcSElJYePGjWRkZPDWW2/RooX55qvRaMTb25u2bdty6dIlpk+fzuXLlxk/fjz33nsv2dnZ7Nq1i+TkZOLi4ujQoQP33HMPMTExVue3d+9ekpKS+M1vfmPRZzQa6d69Ox4eHlRWVvLss89y+vRpxo4dywMPPMDZs2dJSEggKSmJjRs30qtXL4CbnldTp3ApIiIid9SBAwdYvHgxJSUlVvtfe+01HB0d2bx5sylsTZw4kZUrV7Jt2za++OILhg8fbqq/evUqSUlJzJgxA4D169dz/vx5Vq9ezaBBg0x1AwYMICoqivfee4/o6GgcHBwYNWqUxf1PnjzJ4cOH+c///E9mz55t0W8wGPD39wdg27ZtZGdns3DhQsaPH2+qGT58ONOmTePtt99m5cqVtzSvpk5nLkVEROSOiYyMZMGCBbi5uTFy5EiL/u+++468vDyGDh1qsYo3ZswY4Nq29A999dVXlJSUmAJfcnIyHh4eZgEOIDAwECcnJw4fPlzv/Gpra3nllVcA+POf/0yrVubrcEVFRWRlZTF48GDTvVq3bs1jjz1mVufl5UXPnj3N7vVz5tWUaOVSRESkESlPi2joKdTLwWfVz75GTk4O4eHhhIWFERcXZ9Hv5ubGhx9+SJs2bSz6Lly4AGCxJW4wGOjWrRvdu3cHYMOGDZSVlVmMLy8vp7y83GL8D+3evZuTJ0/yxz/+0XS9H9/LwcEBb29vAF599VUuXrxIy5Ytzerq6uq4dOmS2b1+zryaEoVLERGRRqS25HhDT+EXFR8fb/WFnOtatWplNdQBbNmyBcDi5R+j0WhatQTo1KmT1fHbtm3j6tWr+Pj4WO2vqalh48aNuLi48OSTT1qtMRqN+Pj4mJ6hQ4cOVs9Jfvrpp5w/f57AwMCfPa+m5u6IyCIiItIk3ChY3khsbCwpKSl4eXmZBbbz589z8uRJ0zZ1fVJTU4mNjcXR0ZGpU6dardm/fz/nzp1j8uTJODg4WPTX1NSQmppqFmStyc7OZsWKFbRs2ZLp06f/7Hk1NQqXIiIi0qjFxsayYcMGXF1dWbJkidn2cWJiIvb29jz88MP1jk9KSmLevHnU1tYSExNT7wri//3f/9GmTRsmTZpktf/IkSOUlpbeMFyeOHGC8PBwLl++zLx587j//vt/9ryaGoVLERERaZRqampYsmQJGzZsoGPHjqxbtw4PDw+zGoPBgI+Pj9UzmnDtDOULL7zA1atXWbRokdmq5w8VFRWRmZnJ4MGDcXZ2tlpjNBrx9PSkS5cuVvsNBgOzZs2iuLiYefPmMXHixHqf7Wbn1RTpzKWIiEgj0sLZq6Gn0CiUlZWxcOFCEhMT6dmzJ6tWraJz585mNTU1NaSkpPDss89avca6devYtGkTTk5OLFu2DF9f33rv9//+3/+jrq6O4ODgemsMBkO92+8JCQm8/vrrtGjRgldeeeWG17mVeTVFCpciIiKNiC3eyG7qysvLmTt3LkePHsXHx4fly5fj5ORkUZeRkcGVK1esblO/+eabbN++nc6dO7Ny5UrTh8zrk56eTosWLfDz87PaX1hYyOnTp5k/f75F37Zt21i5ciXOzs4sX778hlv0tzqvpkjhUkRERBqVxYsXc/ToUQICAli6dCmtW7e2Wmc0GunRo4fFVvnOnTvZvn073bp1Y/369XTs2PEn73ns2DG6d++Oo6Oj1X6DwYCjoyP9+/c3a09MTGTVqlW4uLiwfv36G4bF25lXU6RwKSIiIo1GRkYG+/bto3Xr1gwaNIj9+/db1Hh4ePDQQw9ZfIIIrq16rl27FoCgoCAOHTpkMd7BwYGgoCDTv69evUp+fj4DBgyod15GoxFfX1+Lj6q/+eab1NXVERAQwMmTJzl58qTF2FGjRt3WvJoqhUsRERFpNFJSUgCorq5m+fLlVmvGjBlD586dycrKIiIiwqzv2LFjpj8r+cEHH1gd36VLF7MQ9/3331NbW8t//Md/WK2vrq4mLS2NyMhIs/bCwkJyc3MB2LNnD3v27LE6ftSoUbc1r6bKrri4uK6hJyEiItJcFBUV4e7u3tDTkCauMf8e6VNEIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzrRp6AiIiItI8ZWZmMmPGDNauXcsjjzxi1peenk5cXByZmZlUVFTQuXNngoODeeqpp7C3t7e41ieffMJrr73G/v37adu2LQUFBbzzzjskJydz6dIl7rnnHgYNGsSsWbNwd3c3G5ubm8v69etJS0ujrKwMDw8Pxo8fz+TJk2nRwnIdLj09nZkzZ7Jz5048PDwoLi7m3Xff5Z///CdFRUU4OTnxyCOPMHPmTO69916zsbcyr6ZK4VJERETuuLy8PKKjo6mtrbXoO3z4MM899xyurq6EhYXh4uJCSkoKGzduJCMjg7feessi9BmNRry9vWnbti2XLl1i+vTpXL58mfHjx3PvvfeSnZ3Nrl27SE5OJi4ujg4dOgBw9uxZpk+fTmVlJb/73e/o2rUrBw8eZOXKleTm5vJf//VfFvMzGo10794dDw8PKisrefbZZzl9+jRjx47lgQce4OzZsyQkJJCUlMTGjRvp1asXwC3NqylTuBQREZE76sCBAyxevJiSkhKr/a+99hqOjo5s3rzZFLYmTpzIypUr2bZtG1988QXDhw831V+9epWkpCRmzJgBwPr16zl//jyrV69m0KBBproBAwYQFRXFe++9R3R0NABbtmyhpKSExYsXM2LECNO9wsPD+eijjwgNDbVYfTQYDPj7+wOwbds2srOzWbhwIePHjzfVDB8+nGnTpvH222+zcuXKW55XU6YzlyIiInLHREZGsmDBAtzc3Bg5cqRF/3fffUdeXh5Dhw61WMUbM2YMcG1b+oe++uorSkpKTIEvOTkZDw8PswAHEBgYiJOTE4cPHza15eXlATBkyBCz2qFDhwJw8uRJs/aioiKysrIYPHiw6V6tW7fmscceM6vz8vKiZ8+eZve6lXk1ZVq5FBERaUTe+dsrDT2Fej0z5qWffY2cnBzCw8MJCwsjLi7Oot/NzY0PP/yQNm3aWPRduHABwGJL3GAw0K1bN7p37w7Ahg0bKCsrsxhfXl5OeXm52fh7772X5ORkvvnmG/r27Wtqvx46f3wO0mAw4ODggLe3NwCvvvoqFy9epGXLlmZ1dXV1XLp0yexetzKvpkzhUkREpBE5U5Td0FP4RcXHx1t9Iee6Vq1amULij23ZsgXA4uUfo9FoWrUE6NSpk9Xx27Zt4+rVq/j4+JjannzySZKSknjllVeIiorCw8ODf/7zn3z00Uf4+vrSv39/i3v5+PiYnqFDhw5Wz0l++umnnD9/nsDAwNuaV1N2d0RkERERaRJuFCxvJDY2lpSUFLy8vMwC2/nz5zl58qRpm7o+qampxMbG4ujoyNSpU03tHTp0YNasWZw7d47nnnuOxx9/nNdff52+ffuyYsUK7OzsTLU1NTWkpqaaBVlrsrOzWbFiBS1btmT69Om3Na+mTOFSREREGrXY2Fg2bNiAq6srS5YsMds+TkxMxN7enocffrje8UlJScybN4/a2lpiYmLMVhA3b97MwoULcXV1ZcGCBSxbtowpU6bw9ddfEx4ezuXLl021R44cobS09Ibh8sSJE6Zx8+bN4/7777+teTVl2hYXERGRRqmmpoYVK1awc+dOOnbsyJo1a/Dw8DCrMRgM+Pj4WD2jCbB7926WLl2KnZ0dixYtMlv1vHLlChs3bsTd3Z1Nmzbh7OwMwG9+8xu8vLz4n//5HzZt2sScOXOAa1vinp6edOnSxeq9DAYDf/rTnygrK2PevHlMnDix3me70byaOoVLERGRRuRX7r0aegqNQllZGQsXLiQxMZGePXuyatUqOnfubFZTU1NDSkoKzz77rNVrrFu3jk2bNuHk5MSyZcvw9fU168/Ly6OyspKgoCBTsLwuODiYpUuXkpKSYmozGAz1br8nJCTw+uuv06JFC1555RWCg4PrfbafmldTp3ApIiLSiNjijeymrry8nLlz53L06FF8fHxYvnw5Tk5OFnUZGRlcuXLF6jb1m2++yfbt2+ncuTMrV640fcj8h66f/7x69apFX11dHbW1tdTV1QFQWFjI6dOnmT9/vkXttm3bWLlyJc7OzixfvvyGW/Q3M6+mTmcuRUREpFFZvHgxR48eJSAggNWrV1sNlnBtm7pHjx4WW+U7d+5k+/btdOvWzewv5PxYz5496dKlC/v37+fcuXNmfR9//DGVlZUMGDAAuLZq6ejoaPH2eGJiIqtWrcLFxYUNGzbcMFje7LyaOq1cioiISKORkZHBvn37aN26NYMGDWL//v0WNR4eHjz00EMWnyCCa6uea9euBSAoKIhDhw5ZjHdwcCAoKIgWLVrw4osv8sILL/Dkk08yYcIE3NzcyMjIYO/evXh6ejJt2jTgWpD19fWlVSvz6PTmm29SV1dHQEAAJ0+etPjoOsCoUaNuaV5NncKliIiINBrXzzhWV1ezfPlyqzVjxoyhc+fOZGVlERERYdZ37Ngx05+V/OCDD6yO79KliynEDRgwgNjYWGJjY4mPj6esrIyOHTsSFhbG9OnTcXJyorq6mrS0NCIjI82uU1hYSG5uLgB79uxhz549Vu83atSoW55XU2ZXXFxc19CTEBERaS6Kioos/uqLyK1qzL9HOnMpIiIiIjajcCkiIiIiNqNwKSIiIiI2o3ApIiIiIjajcCkiIiIiNqNwKSIiIiI2o3ApIiIiIjajcCkiIiIiNqNwKSIiIiI2o3ApIiIiIjajcCkiIiIiNqNwKSIiIiI2o3ApIiIiIjbTqqEnICIiIs1TZmYmM2bMYO3atTzyyCNmfenp6cTFxZGZmUlFRQWdO3cmODiYp556Cnt7e4trffLJJ7z22mvs37+ftm3bUlBQwDvvvENycjKXLl3innvuYdCgQcyaNQt3d3ezsdnZ2axbt47Dhw9TV1fHfffdx+9//3sGDx5sdd7p6enMnDmTnTt34uHhQXFxMe+++y7//Oc/KSoqwsnJiUceeYSZM2dy7733mo29lXk1VQqXIiIicsfl5eURHR1NbW2tRd/hw4d57rnncHV1JSwsDBcXF1JSUti4cSMZGRm89dZbtGhhvvlqNBrx9vambdu2XLp0ienTp3P58mXGjx/PvffeS3Z2Nrt27SI5OZm4uDg6dOgAwNdff014eDhVVVVMmDCB7t278+WXXxIZGckLL7xAaGioxfyMRiPdu3fHw8ODyspKnn32WU6fPs3YsWN54IEHOHv2LAkJCSQlJbFx40Z69eoFcEvzasoULkVEROSOOnDgAIsXL6akpMRq/2uvvYajoyObN282ha2JEyeycuVKtm3bxhdffMHw4cNN9VevXiUpKYkZM2YAsH79es6fP8/q1asZNGiQqW7AgAFERUXx3nvvER0dDcCyZcsoKyszq/3d737Hf//3f7NmzRr8/f3p3r272fwMBgP+/v4AbNu2jezsbBYuXMj48eNNNcOHD2fatGm8/fbbrFy58pbn1ZTpzKWIiIjcMZGRkSxYsAA3NzdGjhxp0f/dd9+Rl5fH0KFDLVbxxowZA1zblv6hr776ipKSElPgS05OxsPDwyzAAQQGBuLk5MThw4dN9zp27Bi+vr5mtXZ2djz11FNUV1ezZ88es2sUFRWRlZVl2jJPTk6mdevWPPbYY2Z1Xl5e9OzZ03SvW5lXU6eVSxERkUbk448/bugp1GvcuHE/+xo5OTmEh4cTFhZGXFycRb+bmxsffvghbdq0sei7cOECgMWWuMFgoFu3bqYVxg0bNlBWVmYxvry8nPLyctP47777DoBf//rXFrXXr3Xs2DGLezk4OODt7Q3Aq6++ysWLF2nZsqVZXV1dHZcuXTKb683Oq6lTuBQREWlEzp0719BT+EXFx8dbfSHnulatWllsQ1+3ZcsWAIuXf4xGo2nVEqBTp05Wx2/bto2rV6/i4+MDgIODAwClpaUWtcXFxcC1lcof38vHx8f0DB06dLB6TvLTTz/l/PnzBAYG3vK8mrq7IyKLiIhIk3CjYHkjsbGxpKSk4OXlZRbYzp8/z8mTJ+t9s/u61NRUYmNjcXR0ZOrUqQB4enri7OzMP//5T65cuWJWv3//fgAqKytNbTU1NaSmppoFWWuys7NZsWIFLVu2ZPr06bc8r6ZO4VJEREQatdjYWDZs2ICrqytLliwx2z5OTEzE3t6ehx9+uN7xSUlJzJs3j9raWmJiYkwriK1atWLatGlcuHCBOXPmcPjwYfLz84mPjzcFvlat/r3Je+TIEUpLS28YLk+cOEF4eDiXL19m3rx53H///bc8r6ZO2+IiIiLSKNXU1LBixQp27txJx44dWbNmDR4eHmY1BoMBHx8fq2c0AXbv3s3SpUuxs7Nj0aJFZqueAFOnTqW6uprY2FhmzZoFXNu+fvXVV1m5ciXOzs6mWqPRiKenJ126dLF6L4PBwJ/+9CfKysqYN28eEydOrPfZfmpeTZnCpYiISCPSsWPHhp5Co1BWVsbChQtJTEykZ8+erFq1is6dO5vV1NTUkJKSwrPPPmv1GuvWrWPTpk04OTmxbNkyfH19rdY99dRTTJo0iaysLNq2bUuvXr24evUqhYWF9OvXz1RnMBjq3X5PSEjg9ddfp0WLFrzyyisEBwfX+2w3O6+mSuFSRESkEbHFG9lNXXl5OXPnzuXo0aP4+PiwfPlynJycLOoyMjK4cuWK1W3qN998k+3bt9O5c2dWrlxp+pD5j3322WfY29szdOhQHnroIVN7UlIS1dXVppeHCgsLOX36NPPnz7e4xrZt20yrnMuXL7/hFv3NzqspU7gUERGRRmXx4sUcPXqUgIAAli5dSuvWra3WGY1GevToYbFVvnPnTrZv3063bt1Yv379DVeDP/zwQ7Kysvjoo49wcXEB4MqVK2zYsAF3d3fTtzgNBgOOjo7079/fbHxiYiKrVq3CxcWF9evX3zAs3sq8mjKFSxEREWk0MjIy2LdvH61bt2bQoEGmt7Z/yMPDg4ceesjiE0RwbdVz7dq1AAQFBXHo0CGL8Q4ODgQFBQEwffp05s6dy6xZs3j88cepq6tj586d5Ofns2LFCtq2bQtcC7K+vr5mL/jAtZXIuro6AgICOHnyJCdPnrS436hRo255Xk2ZwqWIiIg0GikpKQBUV1ezfPlyqzVjxoyhc+fOZGVlERERYdZ37Ngx05+V/OCDD6yO79KliynE+fn5sXr1ajZu3MiGDRto1aoVDz74IP/zP//DAw88YJpLWloakZGRZtcpLCwkNzcXgD179lj8NZ/rRo0adcvzasrsiouL6xp6EiIiIs1FUVER7u7uDT0NaeIa8++RvnMpIiIiIjajcCkiIiIiNqNwKSIiIiI2o3ApIiIiIjajcCkiIiIiNqNwKSIiIiI2o3ApIiIiIjajcCkiIiIiNqNwKSIiIiI2o3ApIiIiIjajcCkiIiIiNqNwKSIiIiI2o3ApIiIiIjajcCkiIiINIjMzk4EDB3Lo0CGLvvT0dObOncuwYcMYPHgwISEhvPPOO1RVVVm91ieffMKQIUOoqKgA4OLFiyxdupRx48YREBBAWFgYCQkJ1NXVWYwtLi5mxYoVPPbYY6ba3bt31zvv9PR0/Pz8yM/PNxs/btw4/P39GTlyJAsXLiQnJ8dibEFBATExMYwePZpBgwYxevRoXn31VYqKim7mR9YktGroCYiIiEjzk5eXR3R0NLW1tRZ9hw8f5rnnnsPV1ZWwsDBcXFxISUlh48aNZGRk8NZbb9Gihfn6mNFoxNvbm7Zt23LlyhVmzpxJYWEhEydOpFu3biQmJrJs2TKys7OJjo42jSsvL2fOnDlkZWUxceJE7r33Xj7//HMWLVrEhQsXmDZtmsX8jEYj3bt3x8PDg8rKSp599llOnz7N2LFjeeCBBzh79iwJCQkkJSWxceNGevXqBcClS5eYPn06ly9fZvz48dx7771kZ2eza9cukpOTiYuLo0OHDjb+Sd95CpciIiJyRx04cIDFixdTUlJitf+1117D0dGRzZs3m8LWxIkTWblyJdu2beOLL75g+PDhpvqrV6+SlJTEjBkzANi6dSu5ubksXryYESNGABASEsK8efNISEggNDSU7t27A7Bjxw6OHz/OokWLGDlyJADjx48nIiKCjRs3Mnr0aDp16mQ2P4PBgL+/PwDbtm0jOzubhQsXMn78eFPN8OHDmTZtGm+//TYrV64EYP369Zw/f57Vq1czaNAgU+2AAQOIiorivffeMwu+TZW2xUVEROSOiYyMZMGCBbi5uZnC3A9999135OXlMXToUItVvDFjxgDXtqV/6KuvvqKkpMQU+KqqqnjggQcYNmyYWd2AAQOoq6vjxIkTprZPPvmEjh07ms3Fzs6O3//+91RXV/P3v//d7BpFRUVkZWUxePBgAJKTk2ndujWPPfaYWZ2Xlxc9e/bk8OHDprbk5GQ8PDzMgiVAYGAgTk5OZrVNmVYuRUREGpH4x7c09BTqNXnX1J99jZycHMLDwwkLCyMuLs6i383NjQ8//JA2bdpY9F24cAHAYkvcYDDQrVs302rk7Nmzrd77eqjs2rUrAFeuXCEnJ4egoCCL2n79+gHXguuP7+Xg4IC3tzcAr776KhcvXqRly5ZmdXV1dVy6dMlsrhs2bKCsrMziXuXl5ZSXl1s8V1OlcCkiItKIFKYXNPQUflHx8fHY29vX29+qVStTSPyxLVuuBe9HHnnErN1oNJpWLX+svLyc/Px8PvnkE/76178ydOhQ+vbtC8C5c+eoq6uz2PYGaNu2Lc7Ozpw9e9biXj4+PqZn6NChg9Vzkp9++innz58nMDDQ1GbtPnBta/3q1av4+PhY7W9q7o6ILCIiIk3CjYLljcTGxpKSkoKXl5dZYDt//jwnT540bVP/2Pr16wkLC+ODDz7gV7/6FREREaa+K1euANCuXTurY9u2bUt5ebnp3zU1NaSmptYbZK/Lzs5mxYoVtGzZkunTp9+wNjU1ldjYWBwdHZk69eevDDcGCpciIiLSqMXGxrJhwwZcXV1ZsmSJ2fZxYmIi9vb2PPzww1bHDhkyhNdff53nnnuO77//nieeeIKvv/7arMba54mut/9wu/vIkSOUlpbeMFyeOHGC8PBwLl++zLx587j//vvrrU1KSmLevHnU1tYSExNT78pmU6NwKSIiIo1STU0NS5YsYcOGDXTs2JF169bh4eFhVmMwGPDx8bF6RhPA19eXwMBAnnzySdauXUtFRQVr1qwB/r1ief3bmD9WUVGBk5OT6d9GoxFPT0+6dOlitd5gMDBr1iyKi4uZN28eEydOrPfZdu/ezQsvvMDVq1dZtGiR2WpsU6czlyIiIo1IZ2/rwaW5KSsrY+HChSQmJtKzZ09WrVpF586dzWpqampISUnh2Wefvalr3nfffXh6enLs2DHg2os9dnZ2nDt3zqK2vLycy5cv07FjR1ObwWCod/s9ISGB119/nRYtWvDKK68QHBxc7zzWrVvHpk2bcHJyYtmyZfj6+t7U/JsKhUsREZFGxBZvZDd15eXlzJ07l6NHj+Lj48Py5cvNVhCvy8jI4MqVK2bb1HV1dfz+97/H3t6e9957z2JMaWmpaZWzXbt23HvvvRbb5HDtrwcBPPTQQwAUFhZy+vRp5s+fb1G7bds2Vq5cibOzM8uXL693ix7gzTffZPv27XTu3JmVK1eaPrB+N9G2uIiIiDQqixcv5ujRowQEBLB69WqrwRKubVP36NHDbKvczs4Od3d3MjMzSUpKMqv/+9//TkFBgdmnh0aNGkVBQQH79u0ztdXV1fHBBx9gb29v+v6lwWDA0dGR/v37m10zMTGRVatW4eLiwoYNG24YLHfu3Mn27dvp1q2b2V/uudto5VJEREQajYyMDPbt20fr1q0ZNGgQ+/fvt6jx8PDgoYceqvcTRBEREfzrX/9iwYIFhISE0K1bN7766iv+9re/0aNHD7Nt9NDQUPbu3UtMTAzHjx+ne/fu7N+/n5SUFObMmWP6zJDRaMTX15dWrcyj05tvvkldXR0BAQGcPHmSkydPWsxn1KhRlJeXs3btWgCCgoKs/j11BwcHq9/cbGoULkVERKTRSElJAaC6uprly5dbrRkzZgydO3cmKyvL7NNC1/Xo0YPNmzezfv169uzZw+XLl+nUqRNhYWH88Y9/NFsJbdu2LevXr+cvf/kLn3zyCaWlpfTo0YOXX36Z0aNHm+aSlpZGZGSk2X0KCwvJzc0FYM+ePezZs8fqfEeNGsWxY8dMf+7ygw8+sFrXpUuXuyJc2hUXF1t//15ERERsrqioCHd394aehjRxjfn3SGcuRURERMRmFC5FRERExGYULkVERETEZhQuRURERMRmFC5FRERExGYULkVERETEZhQuRURERMRmFC5FRERExGYULkVERETEZhQuRURERMRmFC5FRERExGYULkVERETEZhQuRUREpEFkZmYycOBADh06ZNGXnp7O3LlzGTZsGIMHDyYkJIR33nmHqqoqq9f65JNPGDJkCBUVFQBcvHiRpUuXMm7cOAICAggLCyMhIYG6urrbntMP5+bn50d+fj4AxcXFrFixgnHjxuHv78/IkSNZuHAhOTk5FmMLCgqIiYlh9OjRDBo0iNGjR/Pqq69SVFR0w3k1Ja0aegIiIiLS/OTl5REdHU1tba1F3+HDh3nuuedwdXUlLCwMFxcXUlJS2LhxIxkZGbz11lu0aGG+PmY0GvH29qZt27ZcuXKFmTNnUlhYyMSJE+nWrRuJiYksW7aM7OxsoqOjb3lOP75X9+7d8fDwoLKykmeffZbTp08zduxYHnjgAc6ePUtCQgJJSUls3LiRXr16AXDp0iWmT5/O5cuXGT9+PPfeey/Z2dns2rWL5ORk4uLi6NChw23+RBsPhUsRERG5ow4cOMDixYspKSmx2v/aa6/h6OjI5s2bTWFr4sSJrFy5km3btvHFF18wfPhwU/3Vq1dJSkpixowZAGzdupXc3FwWL17MiBEjAAgJCWHevHkkJCQQGhpK9+7db2lOP2QwGPD39wdg27ZtZGdns3DhQsaPH2+qGT58ONOmTePtt99m5cqVAKxfv57z58+zevVqBg0aZKodMGAAUVFRvPfee/UG36ZE2+IiIiJyx0RGRrJgwQLc3NwYOXKkRf93331HXl4eQ4cOtVjFGzNmDHBtW/qHvvrqK0pKSkyBr6qqigceeIBhw4aZ1Q0YMIC6ujpOnDhxS3P6oaKiIrKyshg8eDAAycnJtG7dmscee8yszsvLi549e3L48GFTW3JyMh4eHmbBEiAwMBAnJyez2qZMK5ciIiKNyIg95xp6CvX6bGzHn32NnJwcwsPDCQsLIy4uzqLfzc2NDz/8kDZt2lj0XbhwAcBiS9xgMNCtWzfTauTs2bOt3vt6qOzatestzenH93JwcMDb2xuAV199lYsXL9KyZUuzurq6Oi5dumQ21w0bNlBWVmZxzfLycsrLyy2eq6lSuBQREWlEUouqG3oKv6j4+Hjs7e3r7W/VqpXFlvV1W7ZsAeCRRx4xazcajaZVyx8rLy8nPz+fTz75hL/+9a8MHTqUvn373tKcfnwvHx8fU32HDh2snpP89NNPOX/+PIGBgaa2Tp06Wb3mtm3buHr1Kj4+Pjc1h8bu7ojIIiIi0iTcbIj7sdjYWFJSUvDy8jILbOfPn+fkyZOmbeofW79+PWFhYXzwwQf86le/IiIi4rbnVFNTQ2pqar1B9rrs7GxWrFhBy5YtmT59+g1rU1NTiY2NxdHRkalTp97UPBo7hUsRERFp1GJjY9mwYQOurq4sWbLEbPs4MTERe3t7Hn74YatjhwwZwuuvv85zzz3H999/zxNPPMHXX399W/M4cuQIpaWlNwyXJ06cIDw8nMuXLzNv3jzuv//+emuTkpKYN28etbW1xMTE1Luy2dQoXIqIiEijVFNTw5IlS9iwYQMdO3Zk3bp1eHh4mNUYDAZ8fHysntEE8PX1JTAwkCeffJK1a9dSUVHBmjVrbms+RqMRT09PunTpYrXfYDAwa9YsiouLmTdvHhMnTqz3Wrt37+aFF17g6tWrLFq0yGw1tqnTmUsREZFGxNe9dUNPoVEoKytj4cKFJCYm0rNnT1atWkXnzp3NampqakhJSeHZZ5+9qWved999eHp6cuzYsduak8FgqHf7PSEhgddff50WLVrwyiuvEBwcXO911q1bx6ZNm3BycmLZsmX4+vre1nwaK4VLERGRRsQWb2Q3deXl5cydO5ejR4/i4+PD8uXLcXJysqjLyMjgypUrZtvUdXV1/P73v8fe3p733nvPYkxpaWm9q5w3UlhYyOnTp5k/f75F37Zt21i5ciXOzs4sX7683i16gDfffJPt27fTuXNnVq5cafrA+t1E2+IiIiLSqCxevJijR48SEBDA6tWrrQZLuLZN3aNHD7Otcjs7O9zd3cnMzCQpKcms/u9//zsFBQUEBQXd8pwMBgOOjo7079/frD0xMZFVq1bh4uLChg0bbhgsd+7cyfbt2+nWrZvZX+6522jlUkRERBqNjIwM9u3bR+vWrRk0aBD79++3qPHw8OChhx6q9xNEERER/Otf/2LBggWEhITQrVs3vvrqK/72t7/Ro0ePm95G/yGj0Yivry+tWplHpzfffJO6ujoCAgI4efIkJ0+etBg7atQoysvLWbt2LQBBQUFW/3a5g4PDbQXfxkbhUkRERBqNlJQUAKqrq1m+fLnVmjFjxtC5c2eysrKsflqoR48ebN68mfXr17Nnzx4uX75Mp06dCAsL449//GO9K6H1qa6uJi0tjcjISLP2wsJCcnNzAdizZw979uyxOn7UqFEcO3bM9KclP/jgA6t1Xbp0uSvCpV1xcXFdQ09CRESkuSgqKsLd3b2hpyFNXGP+PdKZSxERERGxGYVLEREREbEZhUsRERERsRmFSxERERGxGYVLEREREbEZhUsRERERsRmFSxERERGxGYVLEREREbEZhUsRERERsRmFSxERERGxGYVLEREREbEZhUsRERERsRmFSxERERGxGYVLERERaRCZmZkMHDiQQ4cOWe1PT0/Hz8+P/Px8i77Lly8zduxY3nnnnXqvX1VVRWBgILt37wagpqaGLVu2MGXKFIYMGUJQUBCzZs0iMTHRYmx1dTXvv/8+kydPJiAggHHjxrFmzRrKyspu82mbD4VLERERuePy8vKIjo6mtra23hqj0Uj37t3x8PAwa6+oqCAqKopz587d8B6HDh2ioqKCQYMGAbB06VJWr15Nhw4dmDNnDtOmTePcuXNERESwZ88es7ExMTGsWbOG3r17ExkZyZAhQ9i6dSuzZs2isrLyNp+6eWjV0BMQERGR5uXAgQMsXryYkpKSG9YZDAb8/f3N2rKzs/nTn/5Ednb2T97HaDTSp08f3N3dycjIYPfu3YwcOZJFixaZakJCQpg6dSqrVq0iODiY1q1bk5aWxr59+wgJCWHBggWm2q5du7J69Wr27t3L448/fmsP3Yxo5VJERETumMjISBYsWICbmxsjR46st66oqIisrCwGDx5saouLi+OJJ56gqKiIsLCwn7yX0Wg0hdOUlBTgWpj8IScnJ4YOHUpJSQmnTp0C4MKFC3h5eTFhwgSz2oEDBwJw4sSJm3jS5ksrlyIiIo2IwyvhDT2FepW/9JeffY2cnBzCw8MJCwsjLi6u3jqDwYCDgwPe3t6mthMnTjB27FhmzpxJbm4uW7durXf8t99+y5kzZ0zhMjQ0lMDAQHr06GFRe/HiRQBatmwJQHBwMMHBwRZ1x48fB6BLly4//aDNmMKliIhII9Iy++uGnsIvKj4+Hnt7+5+sMxqN+Pj4mNXGxMSY/p2bm3vD8QaDAWdnZx588EHg2gplnz59LOry8/M5ePAgLi4u9OrVy6K/pqaGwsJCkpKSWLt2LR4eHowbN+4n59+cKVyKiIjIHXMzwbKmpobU1FRmz559y2OvMxgMDBgwwLQaac2VK1dYuHAhVVVVPP/887RqZRmLjEYjUVFRALRt25bo6GhcXFxueh7Nkc5cioiISKNy5MgRSktLLV7muVkVFRWkp6ffcPz333/PnDlzOH78OMOHD2fSpElW67p168ayZct48cUX6dq1KxEREXz00Ue3Na/mQiuXIiIi0qgYjUY8PT1v+2xjWloaVVVVpk8Q/diZM2eIjIwkLy+PESNGEBMTg52dndXanj170rNnTwBGjBhBWFgYa9as4dFHH6Vdu3a3Nb+7ncKliIhII3K11wMNPYUGZzAYzN4Sv1VGoxEvLy9cXV0t+jIyMoiKiqK4uJjQ0FAiIiJo0eLmNnIdHR0JCAhgx44d5Obmcv/999/2HO9mCpciIiKNiC3eyG7KCgsLOX36NPPnz7/taxiNRkaPHm3RfvToUebMmUNlZSUvvPACoaGhVscvWbKEgwcPEh8fT/v27c36rv+FnjZt2tz2/O52OnMpIiIijYbBYMDR0ZH+/fvf1vicnBzOnj1rsSVeVFTE/Pnzqaio4OWXX643WMK1c5aXLl2y+NRRXl4en3/+OT169MDT0/O25tccaOVSREREGg2j0Yivr6/VN7dvhsFgoH379vTt29esfePGjRQXF9OvXz/q6urYu3evxVg/Pz/c3NyYNGkS+/fvZ/PmzRQUFODt7U1BQQEJCQnY2dnx0ksv1XtGUxQuRUREpJGorq4mLS2NyMjI275GYmIiAwcOtDhHmZycDEBmZiaZmZlWx65btw43NzfatGnD+vXriY2N5bPPPmP//v04Ozvj7+/P008/bfVD7PJvdsXFxXUNPQkREZHmoqioCHd394aehjRxjfn3SGcuRURERMRmFC5FRERExGYULkVERETEZhQuRURERMRmFC5FRERExGYULkVERETEZhQuRURERMRmFC5FRERExGYULkVERETEZhQuRURERMRmFC5FRERExGYULkVERETEZhQuRURERMRmFC5FRESkQWRmZjJw4EAOHTpktT89PR0/Pz/y8/MBKC4uZsWKFYwbNw5/f39GjhzJwoULycnJsTq+qqqKwMBAdu/eDUBNTQ1btmxhypQpDBkyhKCgIGbNmkViYqLF2Orqat5//30mT55MQEAA48aNY82aNZSVldnm4e9irRp6AiIiItL85OXlER0dTW1tbb01RqOR7t274+HhQWVlJc8++yynT59m7NixPPDAA5w9e5aEhASSkpLYuHEjvXr1Mht/6NAhKioqGDRoEABLly5l9+7dDBgwgPHjx1NeXs7HH39MREQEf/7znxk7dqxpbExMDPv27WPEiBFMnjyZ7Oxstm7dSmpqKu+++y5t2rT5ZX4wdwGFSxEREbmjDhw4wOLFiykpKblhncFgwN/fH4Bt27aRnZ3NwoULGT9+vKlm+PDhTJs2jbfffpuVK1eajTcajfTp0wd3d3cyMjLYvXs3I0eOZNGiRaaakJAQpk6dyqpVqwgODqZ169akpaWxb98+QkJCWLBggam2a9eurF69mr179/L444/b4Cdxd9K2uIiIiNwxkZGRLFiwADc3N0aOHFlvXVFREVlZWQwePBiA5ORkWrduzWOPPWZW5+XlRc+ePTl8+LDFNYxGoymcpqSkANfC5A85OTkxdOhQSkpKOHXqFAAXLlzAy8uLCRMmmNUOHDgQgBMnTtzKIzc7WrkUERFpRMrTIhp6CvVy8Fn1s6+Rk5NDeHg4YWFhxMXF1VtnMBhwcHDA29sbgFdffZWLFy/SsmVLs7q6ujouXbpEixbm62XffvstZ86cMYXL0NBQAgMD6dGjh8W9Ll68CGC6dnBwMMHBwRZ1x48fB6BLly43+bTNk8KliIhII1Jbcryhp/CLio+Px97e/ifrjEYjPj4+ptoOHTrQoUMHi7pPP/2U8+fPExgYaNZuMBhwdnbmwQcfBK6tUPbp08difH5+PgcPHsTFxcXizCZcewmosLCQpKQk1q5di4eHB+PGjbupZ22uFC5FRETkjrmZYFlTU0NqaiqzZ8++YV12djYrVqygZcuWTJ8+3azPYDAwYMAAi5XOH7py5QoLFy6kqqqK559/nlatLGOR0WgkKioKgLZt2xIdHY2Li8tPPkNzpjOXIiIi0qgcOXKE0tJS05a2NSdOnCA8PJzLly8zb9487r//flNfRUUF6enpNxz//fffM2fOHI4fP87w4cOZNGmS1bpu3bqxbNkyXnzxRbp27UpERAQfffTR7T9cM6BwKSIiIo2K0WjE09Oz3rONBoOBWbNmUVxcD50fWAABAABJREFUzLx585g4caJZf1paGlVVVaZPEP3YmTNnmD59OpmZmYwYMYJXXnkFOzs7q7U9e/bkN7/5DY8//jixsbF07txZ37v8CdoWFxERaURaOHs19BQanMFgML0l/mMJCQm8/vrrtGjRgldeecXqizdGoxEvLy9cXV0t+jIyMoiKiqK4uJjQ0FAiIiIsXgaqj6OjIwEBAezYsYPc3Fyz1VL5N4VLERGRRsQWb2Q3ZYWFhZw+fZr58+db9G3bto2VK1fi7OzM8uXLefjhh61ew2g0Mnr0aIv2o0ePMmfOHCorK3nhhRcIDQ21On7JkiUcPHiQ+Ph42rdvb9Z3fcVSH1Gvn7bFRUREpNEwGAw4OjrSv39/s/bExERWrVqFi4sLGzZsqDdY5uTkcPbsWYst8aKiIubPn09FRQUvv/xyvcESrp2zvHTpElu3bjVrz8vL4/PPP6dHjx54enre3gM2A1q5FBERkUbDaDTi6+tr8eb2m2++SV1dHQEBAZw8eZKTJ09ajB01ahQGg4H27dvTt29fs76NGzdSXFxMv379qKurY+/evRbj/fz8cHNzY9KkSezfv5/NmzdTUFCAt7c3BQUFJCQkYGdnx0svvVTvGU1RuBQREZFGorq6mrS0NCIjI83aCwsLyc3NBWDPnj3s2bPH6vhRo0aRmJjIwIEDLc5RJicnA5CZmUlmZqbV8evWrcPNzY02bdqwfv16YmNj+eyzz9i/fz/Ozs74+/vz9NNPW/0Qu/ybXXFxcV1DT0JERKS5KCoqwt3dvaGnIU1cY/490plLEREREbEZhUsRERERsRmFSxERERGxGYVLEREREbEZhUsRERERsRmFSxERERGxGYVLEREREbEZhUsRERERsRmFSxERERGxGYVLEREREbEZhUsRERERsRmFSxERERGxGYVLEREREbEZhUsRERFpEJmZmQwcOJBDhw5Z7U9PT8fPz4/8/HwASktLWbt2LSEhIQQEBDBx4kTi4uKoqamxOr6qqorAwEB2794NQE1NDVu2bGHKlCkMGTKEoKAgZs2aRWJiosXY6upq3n//fSZPnkxAQADjxo1jzZo1lJWV2ejp714KlyIiInLH5eXlER0dTW1tbb01RqOR7t274+HhQU1NDZGRkXzwwQf4+PgQGRlJv379+Mtf/sL8+fOtjj906BAVFRUMGjQIgKVLl7J69Wo6dOjAnDlzmDZtGufOnSMiIoI9e/aYjY2JiWHNmjX07t2byMhIhgwZwtatW5k1axaVlZW2+0HchVo19ARERESkeTlw4ACLFy+mpKTkhnUGgwF/f38A9u7dy5EjR5g9ezZ/+MMfAJgwYQJOTk7s2LGDlJQU/Pz8zMYbjUb69OmDu7s7GRkZ7N69m5EjR7Jo0SJTTUhICFOnTmXVqlUEBwfTunVr0tLS2LdvHyEhISxYsMBU27VrV1avXs3evXt5/PHHbfTTuPsoXIqIiDQi7/ztlYaeQr2eGfPSz75GZGQkBoMBT09PBg4cyL59+6zWFRUVkZWVxdy5cwG4cuUKvXv3Zty4cWZ1AwYMYMeOHRw/ftxquBw2bBgAKSkpwLUw+UNOTk4MHTqU7du3c+rUKR544AEuXLiAl5cXEyZMMKsdOHAgq1ev5sSJE7f/A2gGFC5FREQakTNF2Q09hV9UTk4O4eHhhIWFERcXV2+dwWDAwcEBb29vAKZMmcKUKVMs6q4HvS5dupi1f/vtt5w5c8a08hkaGkpgYCA9evSwuMbFixcBaNmyJQDBwcEEBwdb1B0/ftzqvcScwqWIiIjcMfHx8djb2/9kndFoxMfHx2ptZWUlBQUFHDx4kPfee4++ffsSFBRkVmMwGHB2dubBBx8Erq1Q9unTx+Ja+fn5HDx4EBcXF3r16mXRX1NTQ2FhIUlJSaxduxYPDw+L1VMxp3ApIiIid8zNBMuamhpSU1OZPXu21f5du3bxxhtvAHDPPfewYMECWrdubVZjMBgYMGCAaTXSmitXrrBw4UKqqqp4/vnnadXKMhYZjUaioqIAaNu2LdHR0bi4uPzkMzRneltcREREGpUjR45QWlpq2tL+sX79+rFixQqioqKwt7dn+vTpfPnll6b+iooK0tPT6x0P8P333zNnzhyOHz/O8OHDmTRpktW6bt26sWzZMl588UW6du1KREQEH3300c97wLucVi5FREQakV+5W27NNjdGoxFPT896zzb27dvX9N9Dhw4lNDSU119/nYCAAADS0tKoqqoyfYLox86cOUNkZCR5eXmMGDGCmJgY7OzsrNb27NmTnj17AjBixAjCwsJYs2YNjz76KO3atfs5j3nXUrgUERFpRGzxRnZTZzAYGDx48E3VdurUiYcffpgvv/yS4uJi2rdvj9FoxMvLC1dXV4v6jIwMoqKiKC4uJjQ0lIiICFq0uLmNXEdHRwICAtixYwe5ubncf//9t/RczYW2xUVERKTRKCws5PTp0xZb2pGRkYwbN87qX+MpKyujRYsWpvOcRqPRajg9evQozz//PCUlJbzwwgu88MILVoPlkiVLCA4Opri42Oq9ANq0aXM7j9csKFyKiIhIo2EwGHB0dKR///5m7V26dKGgoIC//vWvZu3p6emkp6fj6+tLu3btyMnJ4ezZsxZb4kVFRcyfP5+KigpefvllQkND651Dt27duHTpElu3bjVrz8vL4/PPP6dHjx54enr+vAe9i2lbXERERBoNo9GIr6+vxZvbM2bMwGg0smLFCk6cOMF9993HN998w86dO2nfvj3R0dHAtXDavn17s3OZABs3bqS4uJh+/fpRV1fH3r17Le7t5+eHm5sbkyZNYv/+/WzevJmCggK8vb0pKCggISEBOzs7XnrppXrPaIrCpYiIiDQS1dXVpKWlERkZadHn6urKpk2b2LBhA19++SUff/wxbm5ujBkzhhkzZuDu7g5AYmIiAwcOtNjuTk5OBiAzM5PMzEyr91+3bh1ubm60adOG9evXExsby2effcb+/ftxdnbG39+fp59+2uqH2OXf7IqLi+saehIiIiLNRVFRkSkIidyuxvx7pDOXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIi0iAyMzMZOHAghw4dstqfnp6On58f+fn5VvvXrl2Ln59fveOrqqoIDAxk9+7dANTU1LBlyxamTJnCkCFDCAoKYtasWSQmJlqMra6u5v3332fy5MkEBAQwbtw41qxZQ1lZ2W0+bfOhcCkiIiJ3XF5eHtHR0dTW1tZbYzQa6d69Ox4eHhZ9hw8f5v3337/hPQ4dOkRFRQWDBg0CYOnSpaxevZoOHTowZ84cpk2bxrlz54iIiGDPnj1mY2NiYlizZg29e/cmMjKSIUOGsHXrVmbNmkVlZeVtPHHz0aqhJyAiIiLNy4EDB1i8eDElJSU3rDMYDPj7+1u0X758mZdffplWrVpRVVVV73ij0UifPn1wd3cnIyOD3bt3M3LkSBYtWmSqCQkJYerUqaxatYrg4GBat25NWloa+/btIyQkhAULFphqu3btyurVq9m7dy+PP/74rT94M6GVSxEREbljIiMjWbBgAW5ubowcObLeuqKiIrKyshg8eLBF37Jly6itrWXChAk3vJfRaDSF05SUFOBamPwhJycnhg4dSklJCadOnQLgwoULeHl5WVx/4MCBAJw4ceInnrJ508qliIhII/Lxxx839BTqNW7cuJ99jZycHMLDwwkLCyMuLq7eOoPBgIODA97e3mbtn3zyCZ999hlr1qzhyJEj9Y7/9ttvOXPmjClchoaGEhgYSI8ePSxqL168CEDLli0BCA4OJjg42KLu+PHjAHTp0uWGz9jcKVyKiIg0IufOnWvoKfyi4uPjsbe3/8k6o9GIj4+PWW1+fj4rVqwgNDQUPz+/G4ZLg8GAs7MzDz74IHBthbJPnz4Wdfn5+Rw8eBAXFxd69epl0V9TU0NhYSFJSUmsXbsWDw8Pm4Tsu5nCpYiIiNwxNxMsa2pqSE1NZfbs2aa2q1ev8vLLL9OpUyfCw8N/8hoGg4EBAwaYViOtuXLlCgsXLqSqqornn3+eVq0sY5HRaCQqKgqAtm3bEh0djYuLy0/evznTmUsRERFpVI4cOUJpaanZyzybNm3i66+/5pVXXqFNmzY3HF9RUUF6errVl4Gu+/7775kzZw7Hjx9n+PDhTJo0yWpdt27dWLZsGS+++CJdu3YlIiKCjz766PYerJnQyqWIiIg0KkajEU9PT9PZxszMTGJjY5k6dSodO3akuLgYuBYi4doKZHFxMc7OzrRo0YK0tDSqqqpMnyD6sTNnzhAZGUleXh4jRowgJiYGOzs7q7U9e/akZ8+eAIwYMYKwsDDWrFnDo48+Srt27Wz85HcHhUsREZFGpGPHjg09hQZnMBjM3hI3Go1cvXqV//3f/+V///d/Lernz58PwK5du+jatStGoxEvLy9cXV0tajMyMoiKiqK4uJjQ0FAiIiJo0eLmNnIdHR0JCAhgx44d5Obmcv/999/mE97dFC5FREQakeb+skhhYSGnT582BUaAMWPG0L9/f4vav/3tb+zdu5e5c+fy61//Gjc3N+BaGB09erRF/dGjR5kzZw6VlZW88MILhIaGWp3DkiVLOHjwIPHx8bRv396s7/pf6PmprfnmTOFSREREGg2DwYCjo6NZmPTw8LD6V3quvy3u5eXFI488Alz71NHZs2cttsSLioqYP38+FRUVxMTE8Oijj9Y7h27dunHp0iW2bt1q9vJQXl4en3/+OT169MDT0/NnPOXdTeFSREREGg2j0Yivr6/VN7dvhsFgoH379vTt29esfePGjRQXF9OvXz/q6urYu3evxVg/Pz/c3NyYNGkS+/fvZ/PmzRQUFODt7U1BQQEJCQnY2dnx0ksv1XtGUxQuRUREpJGorq4mLS2NyMjI275GYmIiAwcOtDhHmZycDFx7OSgzM9Pq2HXr1uHm5kabNm1Yv349sbGxfPbZZ+zfvx9nZ2f8/f15+umnrX6IXf7Nrri4uK6hJyEiItJcFBUV4e7u3tDTkCauMf8e6TuXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzCpciIiLSIDIzMxk4cCCHDh2y2p+eno6fnx/5+fkA7N27Fz8/P6v/i4mJsRhfVVVFYGAgu3fvBqCmpoYtW7YwZcoUhgwZQlBQELNmzSIxMdFibHV1Ne+//z6TJ08mICCAcePGsWbNGsrKymz4E7g7tWroCYiIiEjzk5eXR3R0NLW1tfXWGI1GunfvjoeHBwCnTp0C4MUXX6RNmzZmtddrfujQoUNUVFQwaNAgAJYuXcru3bsZMGAA48ePp7y8nI8//piIiAj+/Oc/M3bsWNPYmJgY9u3bx4gRI5g8eTLZ2dls3bqV1NRU3n33XYv7y78pXIqIiMgddeDAARYvXkxJSckN6wwGA/7+/qZ/nzp1CldXVx5//PGbuo/RaKRPnz64u7uTkZHB7t27GTlyJIsWLTLVhISEMHXqVFatWkVwcDCtW7cmLS2Nffv2ERISwoIFC0y1Xbt2ZfXq1ezdu/em59AcaVtcRERE7pjIyEgWLFiAm5sbI0eOrLeuqKiIrKwsBg8ebGrLysqiZ8+eN30vo9FoCqcpKSnAtTD5Q05OTgwdOpSSkhLTyuiFCxfw8vJiwoQJZrUDBw4E4MSJEzc9h+ZIK5ciIiKNSPzjWxp6CvWavGvqz75GTk4O4eHhhIWFERcXV2+dwWDAwcEBb29vAC5evMiFCxcYPnw4cO1MZF1dHfb29lbHf/vtt5w5c8YULkNDQwkMDKRHjx4WtRcvXgSgZcuWAAQHBxMcHGxRd/z4cQC6dOlyk0/bPClcioiINCKF6QUNPYVfVHx8fL2B8IeMRiM+Pj6m2uurioWFhfzhD3/g1KlT1NbWcv/99/Pcc8/h6+trNt5gMODs7MyDDz4IXFuh7NOnj8V98vPzOXjwIC4uLvTq1cuiv6amhsLCQpKSkli7di0eHh6MGzfulp+7OdG2uIiIiNwxNxMsa2pqSE1NNTtvmZWVBcDRo0cZNmwYy5cvZ86cORQWFjJnzhy+/PJLs2sYDAYGDBhgWo205sqVKyxcuJCqqipmzJhBq1aWa25Go5EJEyawfPlyrl69SnR0NC4uLjf7uM2SwqWIiIg0KkeOHKG0tNQsXD7wwANMmzaN2NhYnnzySQICApg6dSqbNm2iTZs2LFu2zPTmeUVFBenp6Wbjf+z7779nzpw5HD9+nOHDhzNp0iSrdd26dWPZsmW8+OKLdO3alYiICD766CPbPvBdRtviIiIi0qgYjUY8PT3NzjZ6e3ubzl/+UJcuXRg6dCh79+7l9OnT9OrVi7S0NKqqqkyfIPqxM2fOEBkZSV5eHiNGjCAmJgY7OzurtT179jS9RDRixAjCwsJYs2YNjz76KO3atbPB0959FC5FREQakc7eelnEYDCYvSX+U9zc3AAoLS0FroVTLy8vXF1dLWozMjKIioqiuLiY0NBQIiIiaNHi5jZyHR0dCQgIYMeOHeTm5nL//fff9BybE4VLERGRRsQWb2Q3ZYWFhZw+fZr58+ebtUdFRfHNN9+wdetW2rZta9Z3+vRp4NoWNlwLl6NHj7a49tGjR5kzZw6VlZW88MILhIaGWp3DkiVLOHjwIPHx8bRv396s7/pf6NFH1OunM5ciIiLSaBgMBhwdHenfv79Ze4cOHfj222/ZtWuXWfuhQ4cwGo0MHjwYV1dXcnJyOHv2rMWWeFFREfPnz6eiooKXX3653mAJ10LqpUuX2Lp1q1l7Xl4en3/+OT169MDT0/NnPefdTCuXIiIi0mgYjUZ8fX0t3tx++umnMRqNrF69mlOnTtG3b19Onz7NRx99hLu7u2ml02Aw0L59e/r27Ws2fuPGjRQXF9OvXz/q6urYu3evxb39/Pxwc3Nj0qRJ7N+/n82bN1NQUIC3tzcFBQUkJCRgZ2fHSy+9VO8ZTVG4FBERkUaiurqatLQ0IiMjLfrc3NzYtGkT77zzDgaDgU8++QRXV1fGjBnD008/jbu7OwCJiYkMHDjQ4hxlcnIyAJmZmWRmZlq9/7p163Bzc6NNmzasX7+e2NhYPvvsM/bv34+zszP+/v48/fTTVj/ELv9mV1xcXNfQkxAREWkuioqKTEFI5HY15t8jnbkUEREREZtRuBQRERERm1G4FBERERGbUbgUEREREZtRuBQRERERm1G4FBERERGbUbgUEREREZtRuBQRERERm1G4FBERERGbUbgUEREREZtRuBQRERERm1G4FBERERGbUbgUEREREZtRuBQREZEGkZmZycCBAzl06JDV/vT0dPz8/MjPzze1JSYm8uyzz/Kb3/yG4cOH8/zzz/PVV19ZHV9VVUVgYCC7d+8GoKamhi1btjBlyhSGDBlCUFAQs2bNIjEx0WJsdXU177//PpMnTyYgIIBx48axZs0aysrKbPDkdzeFSxEREbnj8vLyiI6Opra2tt4ao9FI9+7d8fDwAODjjz8mIiKC77//nlmzZvHEE09w6tQpZs6cyddff20x/tChQ1RUVDBo0CAAli5dyurVq+nQoQNz5sxh2rRpnDt3joiICPbs2WM2NiYmhjVr1tC7d28iIyMZMmQIW7duZdasWVRWVtrwJ3H3adXQExAREZHm5cCBAyxevJiSkpIb1hkMBvz9/QE4d+4cb7zxBl5eXmzYsIG2bdsCMGzYMCZPnsz69et56623zMYbjUb69OmDu7s7GRkZ7N69m5EjR7Jo0SJTTUhICFOnTmXVqlUEBwfTunVr0tLS2LdvHyEhISxYsMBU27VrV1avXs3evXt5/PHHbfTTuPto5VJERETumMjISBYsWICbmxsjR46st66oqIisrCwGDx4MwCeffEJFRQVz5841BUuAX/3qV8ydO5cBAwZYXMNoNJrCaUpKCnAtTP6Qk5MTQ4cOpaSkhFOnTgFw4cIFvLy8mDBhglntwIEDAThx4sStPnazopVLERGRRmTEnnMNPYV6fTa248++Rk5ODuHh4YSFhREXF1dvncFgwMHBAW9vbwDS0tJwcnLiP//zP4Fr5ydrampo27YtkydPthj/7bffcubMGVO4DA0NJTAwkB49eljUXrx4EYCWLVsCEBwcTHBwsEXd8ePHAejSpcstPHHzo3ApIiLSiKQWVTf0FH5R8fHx2Nvb/2Sd0WjEx8fHVJuTk0Pnzp355ptveOutt0hLS+Pq1av06tWL2bNnm1Y4rzMYDDg7O/Pggw8C11Yo+/TpY3Gf/Px8Dh48iIuLC7169bLor6mpobCwkKSkJNauXYuHhwfjxo27nUdvNrQtLiIiInfMzQTLmpoaUlNTTauOACUlJZSUlPDMM8/Qvn17Fi1aRHR0NKWlpcybN4+DBw+aXcNgMDBgwADTaqQ1V65cYeHChVRVVTFjxgxatbJcczMajUyYMIHly5dz9epVoqOjcXFxufkHboYULkVERKRROXLkCKWlpWbhsrq6mnPnzjFmzBheffVVhg0bxsSJE9m4cSMODg688cYb1NXVAVBRUUF6errZ+B/7/vvvmTNnDsePH2f48OFMmjTJal23bt1YtmwZL774Il27diUiIoKPPvrItg98l1G4FBERkUbFaDTi6elpdrbx+ks8Pz5f2bFjRwIDA/nuu+/IyckBrp3PrKqqMn2C6MfOnDnD9OnTyczMZMSIEbzyyivY2dlZre3Zsye/+c1vePzxx4mNjaVz58763uVP0JlLERGRRsTXvXVDT6HBGQwGizOUnTp14ptvvsHNzc2i/nrblStXgGvh1MvLC1dXV4vajIwMoqKiKC4uJjQ0lIiICFq0uLm1NkdHRwICAtixYwe5ubncf//9t/pozYLCpYiISCNiizeym7LCwkJOnz7N/Pnzzdr79evHN998Q1ZWFg899JBZ37fffgv8+y1uo9HI6NGjLa599OhR5syZQ2VlJS+88AKhoaFW57BkyRIOHjxIfHw87du3N+u7vmLZpk2b23q+5kDb4iIiItJoGAwGHB0d6d+/v1n7b3/7WwDeffddrl69amrPzs7mn//8J4888ggdOnQgJyeHs2fPWmyJFxUVMX/+fCoqKnj55ZfrDZZw7ZzlpUuX2Lp1q1l7Xl4en3/+OT169MDT0/NnPundSyuXIiIi0mgYjUZ8fX0t3tz+z//8T6ZOncqWLVt45plnGDVqFBcvXiQ+Pp42bdoQFRUFXAun7du3p2/fvmbjN27cSHFxMf369aOuro69e/da3NvPzw83NzcmTZrE/v372bx5MwUFBXh7e1NQUEBCQgJ2dna89NJL9Z7RFIVLERERaSSqq6tJS0sjMjLSav/cuXPp3bs3O3bsYPXq1bRt2xZfX19mzZrFvffeC0BiYiIDBw60OEeZnJwMQGZmJpmZmVavv27dOtzc3GjTpg3r168nNjaWzz77jP379+Ps7Iy/vz9PP/201Q+xy7/ZFRcX1zX0JERERJqLoqIi3N3dG3oa0sQ15t8jnbkUEREREZtRuBQRERERm1G4FBERERGbUbgUEREREZtRuBQRERERm1G4FBERERGbUbgUEREREZtRuBQRERERm1G4FBERERGbUbgUEREREZtRuBQRERERm1G4FBERERGbadXQExAREZHmKTMzkxkzZrB27VoeeeQRi/709HRmzpzJzp07CQ8Pp6Cg4IbX27VrF127djX9u6qqiuHDhxMVFcVjjz1GTU0N8fHx7NmzhzNnztCqVSu8vLx48sknGTRokNm1qqur2b59O3v27OHs2bO4uroyfPhwpk+fTrt27WzzA7hLKVyKiIjIHZeXl0d0dDS1tbX11hiNRrp3746HhweRkZGUl5db1Bw7dozt27fTr18/OnbsaNZ36NAhKioqTMFx6dKl7N69mwEDBjB+/HjKy8v5+OOPiYiI4M9//jNjx441jY2JiWHfvn2MGDGCyZMnk52dzdatW0lNTeXdd9+lTZs2NvpJ3H0ULkVEROSOOnDgAIsXL6akpOSGdQaDAX9/fwCCgoIs+ktLS9m4cSPt27dnyZIltGplHmuMRiN9+vTB3d2djIwMdu/ezciRI1m0aJGpJiQkhKlTp7Jq1SqCg4Np3bo1aWlp7Nu3j5CQEBYsWGCq7dq1K6tXr2bv3r08/vjjt/8DuMvpzKWIiIjcMZGRkSxYsAA3NzdGjhxZb11RURFZWVkMHjy43pp169Zx5swZIiIi6NSpk0W/0Wg0hdOUlBTgWpj8IScnJ4YOHUpJSQmnTp0C4MKFC3h5eTFhwgSz2oEDBwJw4sSJm3jS5ksrlyIiIo2IwyvhDT2FepW/9JeffY2cnBzCw8MJCwsjLi6u3jqDwYCDgwPe3t5W+0+fPk1CQgL9+/dn9OjRFv3ffvstZ86cMYXL0NBQAgMD6dGjh0XtxYsXAWjZsiUAwcHBBAcHW9QdP34cgC5dutz4IZs5hUsREZFGpGX21w09hV9UfHw89vb2P1lnNBrx8fGpt/add97h6tWrzJ4922q/wWDA2dmZBx98ELi2QtmnTx+Luvz8fA4ePIiLiwu9evWy6K+pqaGwsJCkpCTWrl2Lh4cH48aN+8n5N2cKlyIiInLH3EywrKmpITU1td7gWFBQwMGDB3nkkUd46KGHrNYYDAYGDBhgWo205sqVKyxcuJCqqiqef/55izObcC3kRkVFAdC2bVuio6NxcXH5yWdoznTmUkRERBqVI0eOUFpaatrS/rGdO3dy9epV/vCHP1jtr6ioID09vd7xAN9//z1z5szh+PHjDB8+nEmTJlmt69atG8uWLePFF1+ka9euRERE8NFHH936QzUjWrkUERGRRsVoNOLp6Vnv2cYvvvgCV1dX/Pz8rPanpaVRVVVl8e3K686cOUNkZCR5eXmMGDGCmJgY7OzsrNb27NmTnj17AjBixAjCwsJYs2YNjz76qL53WQ+FSxERkUbkaq8HGnoKDc5gMNT7lnhOTg55eXlMmjSp3i1vo9GIl5cXrq6uFn0ZGRlERUVRXFxMaGgoERERtGhxcxu5jo6OBAQEsGPHDnJzc7n//vtv/qGaEYVLERGRRsQWb2Q3ZYWFhZw+fZr58+db7U9PTwf+/Vkga4xGo9U3yI8ePcqcOXOorKzkhRdeIDQ01Or4JUuWcPDgQeLj42nfvr1ZX1lZGYA+on4DOnMpIiIijYbBYMDR0ZH+/ftb7T927BhAvauGOTk5nD171mJLvKioiPnz51NRUcHLL79cb7CEa+csL126xNatW83a8/Ly+Pzzz+nRoweenp638FTNi1YuRUREpNEwGo34+vpafXMbIDc3lzZt2uDm5ma132Aw0L59e/r27WvWvnHjRoqLi+nXrx91dXXs3bvXYqyfnx9ubm5MmjSJ/fv3s3nzZgoKCvD29qagoICEhATs7Ox46aWX6j2jKQqXIiIi0khUV1eTlpZGZGRkvTXFxcU4OTnV25+YmMjAgQMtzlEmJycDkJmZSWZmptWx69atw83NjTZt2rB+/XpiY2P57LPP2L9/P87Ozvj7+/P0009b/RC7/JtdcXFxXUNPQkREpLkoKirC3d29oachTVxj/j3SmUsRERERsRmFSxERERGxGYVLEREREbEZhUsRERERsRmFSxERERGxGYVLEREREbEZhUsRERERsRmFSxERERGxGYVLEREREbEZhUsRERERsRmFSxERERGxGYVLEREREbEZhUsRERERsRmFSxEREWkQmZmZDBw4kEOHDlntT09Px8/Pj/z8fABKS0t58803eeyxx/D392fs2LGsWLGCK1euWB1fVVVFYGAgu3fvBqCmpoYtW7YwZcoUhgwZQlBQELNmzSIxMdFibHV1Ne+//z6TJ08mICCAcePGsWbNGsrKymz09HevVg09AREREWl+8vLyiI6Opra2tt4ao9FI9+7d8fDwoKamhtmzZ/PVV18xcuRIHn74YY4dO0ZCQgJHjx4lNjaWNm3amI0/dOgQFRUVDBo0CIClS5eye/duBgwYwPjx4ykvL+fjjz8mIiKCP//5z4wdO9Y0NiYmhn379jFixAgmT55MdnY2W7duJTU1lXfffdfiXvJvCpciIiJyRx04cIDFixdTUlJywzqDwYC/vz8A/+///T+++uorJkyYwH/913+Zajp16sQ777zD3/72NyZMmGA23mg00qdPH9zd3cnIyGD37t2MHDmSRYsWmWpCQkKYOnUqq1atIjg4mNatW5OWlsa+ffsICQlhwYIFptquXbuyevVq9u7dy+OPP26Dn8TdSdviIiIicsdERkayYMEC3NzcGDlyZL11RUVFZGVlMXjwYODaSifAkCFDzOqCgoIAOHHihMU1jEajKZympKQA18LkDzk5OTF06FBKSko4deoUABcuXMDLy8sirA4cOLDee8m/aeVSRESkESlPi2joKdTLwWfVz75GTk4O4eHhhIWFERcXV2+dwWDAwcEBb29vAHr06AHAN998YxYwc3NzAejYsaPZ+G+//ZYzZ86YwmVoaCiBgYGm6/zQxYsXAWjZsiUAwcHBBAcHW9QdP34cgC5dutzUszZXCpciIiKNSG3J8Yaewi8qPj4ee3v7n6wzGo34+PiYagMDAxk6dCibNm2iQ4cOeHt7k5WVxZtvvknHjh0ZN26c2XiDwYCzszMPPvggcG2Fsk+fPhb3yc/P5+DBg7i4uNCrVy+L/pqaGgoLC0lKSmLt2rV4eHhY3EvMKVyKiIjIHXMzwbKmpobU1FRmz55tamvZsiVPP/00eXl5vPzyy6Z2V1dX1q1bR4cOHcyuYTAYGDBggGk10porV66wcOFCqqqqeP7552nVyjIWGY1GoqKiAGjbti3R0dG4uLj85DM0ZzpzKSIiIo3KkSNHKC0tNW1pw7U3v//4xz9y7tw5Zs6cyYoVK3j++eepra1l5syZnDx50lRbUVFBenq62fgf+/7775kzZw7Hjx9n+PDhTJo0yWpdt27dWLZsGS+++CJdu3YlIiKCjz76yHYPexfSyqWIiIg0KkajEU9PT7OzjevWraOmpoZ169aZtrrh2nb5E088weLFi9m8eTMAaWlpVFVVmT5B9GNnzpwhMjKSvLw8RowYQUxMDHZ2dlZre/bsSc+ePQEYMWIEYWFhrFmzhkcffZR27drZ6pHvKgqXIiIijUgLZ6+GnkKDMxgMprfErzt16hT33nuvWbCEay/6PPzwwyQmJnLlyhWcnJwwGo14eXnh6upqce2MjAyioqIoLi4mNDSUiIgIWrS4uY1cR0dHAgIC2LFjB7m5udx///23/5B3MYVLERGRRsQWb2Q3ZYWFhZw+fZr58+ebtbdu3breD65fb6+rqwOurXyOHj3aou7o0aPMmTOHyspKXnjhBUJDQ61eb8mSJRw8eJD4+Hjat29v1nf9L/ToI+r105lLERERaTQMBgOOjo7079/frH3w4MHk5ORY/KnGU6dOkZ6ezgMPPMB//Md/kJOTw9mzZy22xIuKipg/fz4VFRW8/PLL9QZLuHbO8tKlS2zdutWsPS8vj88//5wePXrg6en58x70LqaVSxEREWk0jEYjvr6+Fm9uP/fccxw+fJj58+czbtw4fv3rX3PmzBk++ugjWrVqZfpLOgaDgfbt29O3b1+z8Rs3bqS4uJh+/fpRV1fH3r17Le7t5+eHm5sbkyZNYv/+/WzevJmCggK8vb0pKCggISEBOzs7XnrppXrPaIrCpYiIiDQS1dXVpKWlERkZadHXsWNH4uLi2LhxI//4xz/46KOPcHFxYfDgwTz99NOmj6MnJiYycOBAi3OUycnJAGRmZpKZmWn1/uvWrcPNzY02bdqwfv16YmNj+eyzz9i/fz/Ozs74+/ub3UussysuLq5r6EmIiIg0F0VFRbi7uzf0NKSJa8y/RzpzKSIiIiI2o3ApIiIiIjajcCkiIiIiNqNwKSIiIiI2o3ApIiIiIjajcCkiIiIiNqNwKSIiIiI2o3ApIiIiIjajcCkiIiIiNqNwKSIiIiI2o3ApIiIiIjajcCkiIiIiNqNwKSIiIiI2o3ApIiIiDSIzM5OBAwdy6NAhq/3p6en4+fmRn58PwPfff8/y5csZPXo0AQEBhIWFER8fT21trdXxVVVVBAYGsnv3bgBqamrYsmULU6ZMYciQIQQFBTFr1iwSExMtxlZXV/P+++8zefJkAgICGDduHGvWrKGsrMxGT3/3UrgUERGROy4vL4/o6Oh6gyGA0Wike/fueHh4cPnyZZ5++mk+/PBD+vXrx9y5c+nXrx8rV65k4cKF1NXVWYw/dOgQFRUVDBo0CIClS5eyevVqOnTowJw5c5g2bRrnzp0jIiKCPXv2mI2NiYlhzZo19O7dm8jISIYMGcLWrVuZNWsWlZWVtv1h3GVaNfQEREREpHk5cOAAixcvpqSk5IZ1BoMBf39/ADZt2kROTg5/+MMfmD17tqmmT58+LF++nE8++YQxY8aYjTcajfTp0wd3d3cyMjLYvXs3I0eOZNGiRaaakJAQpk6dyqpVqwgODqZ169akpaWxb98+QkJCWLBggam2a9eurF69mr179/L444/b4Cdxd9LKpYiIiNwxkZGRLFiwADc3N0aOHFlvXVFREVlZWQwePBi4FkjbtWvHjBkzzOomTJiAi4sLO3futLiG0Wg0hdOUlBTgWpj8IScnJ4YOHUpJSQmnTp0C4MKFC3h5eTFhwgSz2oEDBwJw4sSJW3nkZkcrlyIiIo3IO397paGnUK9nxrz0s6+Rk5NDeHg4YWFhxMXF1VtnMBhwcHDA29sbgO+++47evXvTtm1bs7oWLVrg4eHB8ePHqaurw87ODoBvv/2WM2fOmMJlaGgogYGB9OjRw+JeFy9eBKBly5YABAcHExwcbFF3/PhxALp06XKLT928KFyKiIg0ImeKsht6Cr+o+Ph47O3tf7LOaDTi4+Njqm3Xrh2lpaVWa4uLi6mqquL777+nffv2wLVw6uzszIMPPghcW6Hs06ePxdj8/HwOHjyIi4sLvXr1suivqamhsLCQpKQk1q5di4eHB+PGjbvZx22WtC0uIiIid8zNBMuamhpSU1NNq44ADz30EN9++y1fffWVWe3XX39NQUEBgNmLNgaDgQEDBphWI625cuUKCxcupKqqihkzZtCqleWam9FoZMKECSxfvpyrV68SHR2Ni4vLTz5Dc6ZwKSIiIo3KkSNHKC0tNQuX06dPp0WLFkRHR7N//37Onj3LP/7xD/7rv/4LZ2dn4N/b2hUVFaSnp5uN/7Hvv/+eOXPmcPz4cYYPH86kSZOs1nXr1o1ly5bx4osv0rVrVyIiIvjoo49s+LR3H22Li4iISKNiNBrx9PQ0O9vYt29fVqxYwZIlS3jxxRcBcHBwYNq0aeTn5/Pxxx+bQmZaWhpVVVWmTxD92JkzZ4iMjCQvL48RI0YQExNjOqv5Yz179qRnz54AjBgxgrCwMNasWcOjjz5Ku3btbPnYdw2FSxERkUbkV+6W5/6aG4PBYHpL/IeGDBnCxx9/zKlTp6ipqaF37944ODgwc+ZMOnXqZNpyNxqNeHl54erqanGNjIwMoqKiKC4uJjQ0lIiICFq0uLmNXEdHRwICAtixYwe5ubncf//9P+9B71IKlyIiIo2ILd7IbsoKCws5ffo08+fPN2s/fPgwOTk5TJgwwSzUlZSUkJmZyfDhw01tRqOR0aNHW1z76NGjzJkzh8rKSl544QVCQ0OtzmHJkiUcPHiQ+Ph40wtC113/Cz1t2rS53Ue86+nMpYiIiDQaBoMBR0dH+vfvb9aelpbG0qVLSU1NNbXV1dWxZs0aampqmDp1KnDtU0dnz5612BIvKipi/vz5VFRU8PLLL9cbLOHaOctLly6xdetWs/a8vDw+//xzevTogaen58980ruXVi5FRESk0TAajfj6+lq8uT1hwgR27tzJf//3fzN58mRcXV35xz/+gdFoZMaMGabPDBkMBtq3b0/fvn3Nxm/cuJHi4mL69etHXV0de/futbi3n58fbm5uTJo0if3797N582YKCgrw9vamoKCAhIQE7OzseOmll+o9oykKlyIiItJIVFdXk5aWRmRkpEVfhw4d2LBhA+vWreP//u//qKysxNPTk8WLFzNixAhTXWJiIgMHDrQ4R5mcnAxAZmYmmZmZVu+/bt063NzcaNOmDevXryc2NpbPPvuM/fv34+zsjL+/P08//bTVD7HLv9kVFxdb/qV3ERER+UUUFRXh7u7e0NOQJq4x/x7pzKWIiIiI2IzCpYiIiIjYjMKliIiIiNiMwqWIiIiI2IzCpYiIiIjYjMKliIiIiNiMwqWIiIiI2IzCpYiIiIjYjMKliIiIiNiMwqWIiIiI2IzCpYiIiIjYjMKliIiIiNiMwqWIiIiI2IzCpYiIiDSIzMxMBg4cyKFDh6z2p6en4+fnR35+vkXf5cuXGTt2LO+8847VsRUVFWzYsIEJEyYQEBDAxIkT+eCDD7h69arV+u+++w4/Pz9SU1NN49etW0dISAj+/v4MGzaMyMhIMjMzLcaWlpaydu1aQkJCTPeKi4ujpqbmZn8Ud5VWDT0BERERaX7y8vKIjo6mtra23hqj0Uj37t3x8PAwa6+oqCAqKopz585ZHVdbW8t//dd/kZiYyG9/+1v69u1LcnIyb731Fnl5ebz44osWYwwGA+3ataN///7U1dUxf/58kpOTGTZsGFOmTOHSpUskJCTwzDPPsGrVKvz8/ACoqakhMjKSf/3rXzz22GPcd999ZGRk8Je//IWjR4+ycuXKn/FTapoULkVEROSOOnDgAIsXL6akpOSGdQaDAX9/f7O27Oxs/vSnP5GdnV3vuM8//xyj0chzzz3Hk08+CcD48eNZsmQJO3fu5LHHHqNfv35mY4xGI76+vrRu3ZpPP/2U5ORknnrqKcLDw001jz32GFOmTOGNN94gPj4egL1793LkyBFmz57NH/7wBwAmTJiAk5MTO3bsICUlxRREmwtti4uIiMgdExkZyYIFC3Bzc2PkyJH11hUVFZGVlcXgwYNNbXFxcTzxxBMUFRURFhZW79i//e1vtG7dmkmTJpm1Xw9/e/bsMWuvrq4mLS3NdK+UlBQAQkJCzOo6derEww8/zOnTpykuLgbgypUr9O7dm3HjxpnVDhgwAIDjx4/XO8+7lVYuRUREGpGPP/64oadQrx8HqNuRk5NDeHg4YWFhxMXF1VtnMBhwcHDA29vb1HbixAnGjh3LzJkzyc3NZevWrVbHZmZm0qtXLxwcHMzaPTw8uOeee/jqq6/M2tPT0ykrK2PQoEEAPP/880ycOJGOHTtaXPvixYsAtGhxbX1uypQpTJkyxaLuxIkTAHTp0qXeZ7xbKVyKiIg0IvWdI7xbxMfHY29v/5N1RqMRHx8fs9qYmBjTv3Nzc62Oq6iooKSkxCyU/lDHjh05e/asWZvBYKB379506tQJgPbt29O+fXuLsUePHiUzM5Nf//rXODs7W/RXVlZSUFDAwYMHee+99+jbty9BQUE/+ax3G4VLERERuWNuJljW1NSQmprK7Nmzb3nslStXAGjXrp3V/rZt21JeXm7WZjQaGTp06A2ve+7cOV566SUAnnnmGas1u3bt4o033gDgnnvuYcGCBbRu3fon53y30ZlLERERaVSOHDlCaWmpxcs8N6Ours7s/631t2zZ0vTv/Px8cnNzb3ivs2fP8uyzz1JQUMATTzxRbxDt168fK1asICoqCnt7e6ZPn86XX355y8/Q1GnlUkRERBoVo9GIp6fnbZ1XvL5iWVFRYbW/oqICR0dHs3s5OTnx0EMPWa3/+uuvmTdvHhcuXGDq1KnMmTOn3nv37dvX9N9Dhw4lNDSU119/nYCAgFt+jqZM4VJERKQRsfYSSXNjMBjM3hK/FY6OjrRv377es6vnzp0zC61GoxE/Pz9atbKMRP/4xz/485//TGVlJXPmzOGJJ5646Xlcf7P8yy+/pLi42OoZzruVwqWIiEgjYos3spuywsJCTp8+zfz582/7Gn379iUtLY2Kigratm1ras/Pz6e4uJjg4GDg2gs4hw4dsnqvL774gv/+7/+mZcuWvPbaawwbNszqvSIjI/nmm29ISEiwCKhlZWW0aNHips6K3k105lJEREQaDYPBgKOjI/3797/tazz66KNUVlaaPnR+3f/+7/8CMHbsWAAOHz5MZWWl6RNE1506dYr/+Z//oVWrVqxevbreYAnXPjVUUFDAX//6V7P29PR00tPT8fX1rffloruVVi5FRESk0bj+l3KsbVPfrJEjR/Lxxx/zl7/8hbNnz/LAAw+QlJTE559/zu9+9zvuu+8+4FqQ7dOnDx06dDAb/9Zbb1FZWcngwYM5d+4ce/futbhHUFAQDg4OzJgxA6PRyIoVKzhx4gT33Xcf33zzDTt37qR9+/ZER0ff9nM0VQqXIiIi0ihc/0s5kZGRP+s6dnZ2vPHGG7z77rvs27ePv/3tb3Tt2pXIyEgmT55sqktMTGT48OFmY2tqajh8+DBwLXwaDAar99i1axcODg64urqyadMmNmzYwJdffsnHH3+Mm5sbY8aMYcaMGbi7u/+sZ2mK7IqLi62/qy8iIiI2V1RU1CwDh9hWY/490plLEREREbEZhUsRERERsRmFSxERERGxGYVLEREREbEZhUsRERERsRmFSxERERGxGYVLEREREbEZhUsRERERsRmFSxERERGxGYVLEREREbEZhUsRERERsRmFSxERERGxGYVLERERaRCZmZkMHDiQQ4cOWe1PT0/Hz8+P/Px8i77Lly8zduxY3nnnnRveY/ny5YwbN+6GNa+++irPPPOM2X3nzp3LsGHDGDx4MCEhIbzzzjtUVVVZjD18+DDh4eEMHz6cYcOGMW/ePI4fP37D+93tFC5FRETkjsvLyyM6Opra2tp6a4xGI927d8fDw8OsvaKigqioKM6dO3fDe+zYsYMPP/zwJ+eSlJSEv78/8O+wmJWVRVhYGJGRkfTq1YuNGzfywgsvmM3XYDAQHh7O+fPn+eMf/8i0adPIyspi+vTpHD169Cfve7dq1dATEBERkeblwIEDLF68mJKSkhvWGQwGU+i7Ljs7mz/96U9kZ2fXO66iooK33nrrpoLliRMnKCoqMt3ntddew9HRkc2bN9OhQwcAJk6cyMqVK9m2bRtffPEFw4cPB66tirq6uhIbG8t//Md/ADBixAh+97vf8fbbb/Puu+/+5P3vRlq5FBERkTsmMjKSBQsW4ObmxsiRI+utKyoqIisri8GDB5va4uLieOKJJygqKiIsLMzquFOnTjFhwgQ+/PBDxo8fT8eOHW84H6PRiLu7O3369OG7774jLy+PoUOHmoLldWPGjAGubZkDnD9/nl/96lc8/vjjpmAJ0KlTJ+69995mvTWulUsREZFGJP7xLQ09hXpN3jX1Z18jJyeH8PBwwsLCiIuLq7fOYDDg4OCAt7e3qe3EiROMHTuWmTNnkpuby9atWy3G5efn4+7uTkxMDL6+vj953tJoNDJo0CAA3Nzc+PDDD2nTpo1F3YULFwBo0eLaulyHDh14++23LepKS0v59ttv6dq16w3vezdTuBQREWlECtMLGnoKv6j4+Hjs7e1/ss5oNOLj42NWGxMTY/p3bm6u1XH+/v4EBQXd1FxKSkrIzMw0rYK2atWK7t27W63dsuVa6H/kkUes9l+4cIFTp07x7rvvUlZWxqxZs25qDncjhUsRERG5Y24mWNbU1JCamsrs2bNveezN1FyXlJSEnZ0dfn5+N6yLjY0lJSUFLy8vAgMDrdZMnjzZdIZ04sSJDBky5KbncbdRuBQREZFG5ciRI5SWllq8zGNrRqOR//zP/8TR0bHemtjYWDZs2ICrqytLliwxbYv/UG1tLZGRkbRt25Yvv/ySDz/8kOzsbNauXUurVs0vajW/JxYREZFGzWg04unpSZcuXX6xe9TV1ZGUlMTUqdbPkdbU1LBixQp27txJx44dWbNmjcUnka5r0aKF6YWfYcOG0b59e7Zu3crf//53xo4d+4s9Q2OlcCkiItKIdPb+5QJVU2EwGMzeEv8lHDt2jIsXL1pdHS0rK2PhwoUkJibSs2dPVq1aRefOnW/62o8++ihbt27l2LFjCpciIiLSsGzxRnZTVlhYyOnTp5k/f/4veh+j0Ujnzp3p1auXWXt5eTlz587l6NGj+Pj4sHz5cpycnCzGJyYmsmTJEqZOncrkyZPN+srKygCsvnXeHOg7lyIiItJoGAwGHB0d6d+//y96nx9+guiHFi9ezNGjRwkICGD16tVWgyVA7969OX/+PDt27KC8vNzUfvXqVTZv3gxw02+t3220cikiIiKNhtFoxNfX9xd9Eaa4uJivv/6ap556yqw9IyODffv20bp1awYNGsT+/fstxnp4ePDQQw/h7u5OeHg4b731Fn/84x/57W9/S11dHfv27ePYsWNMnTqVhx566Bd7hsZM4VJEREQaherqatLS0oiMjPxF75OUlETLli3x9fU1a09JSTHNY/ny5VbHjhkzxhQan3jiCbp27cqWLVtYt24ddnZ29O7dm1dffZXg4OBf9BkaM7vi4uK6hp6EiIhIc1FUVIS7u3tDT0OauMb8e6QzlyIiIiJiMwqXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIiImIzCpciIiIiYjMKlyIiIiJiMwqXIiIi0iAyMzMZOHAghw4dstqfnp6On58f+fn5Fn2XL19m7NixvPPOO1bHFhQUEBMTw+jRoxk0aBCjR4/m1VdfpaioyGr9d999h5+fH6mpqQBUVFSwbt06QkJC8Pf3Z9iwYURGRpKZmWkxtrS0lLVr1xISEkJAQAATJ04kLi6Ompqam/1R3FVaNfQEREREpPnJy8sjOjqa2traemuMRiPdu3fHw8PDrL2iooKoqCjOnTtnddylS5eYPn06ly9fZvz48dx7771kZ2eza9cukpOTiYuLo0OHDmZjDAYD7dq1o3///tTV1TF//nySk5MZNmwYU6ZM4dKlSyQkJPDMM8+watUq/Pz8AKipqSEyMpJ//etfPPbYY9x3331kZGTwl7/8haNHj7Jy5cqf+ZNqehQuRURE5I46cOAAixcvpqSk5IZ1BoMBf39/s7bs7Gz+9Kc/kZ2dXe+49evXc/78eVavXs2gQYNM7QMGDCAqKor33nuP6OhoszFGoxFfX19at27Np59+SnJyMk899RTh4eGmmscee4wpU6bwxhtvEB8fD8DevXs5cuQIs2fP5g9/+AMAEyZMwMnJiR07dpCSkmIKos2FtsVFRETkjomMjGTBggW4ubkxcuTIeuuKiorIyspi8ODBpra4uDieeOIJioqKCAsLq3dscnIyHh4eZsESIDAwECcnJw4fPmzWXl1dTVpamuleKSkpAISEhJjVderUiYcffpjTp09TXFwMwJUrV+jduzfjxo0zqx0wYAAAx48fr3eedyutXIqIiDQiI/ZY3+ptDD4b2/FnXyMnJ4fw8HDCwsKIi4urt85gMODg4IC3t7ep7cSJE4wdO5aZM2eSm5vL1q1brY7dsGEDZWVlFu3l5eWUl5fTooX52lp6ejplZWWmMPr8888zceJEOna0fN6LFy8CmK4xZcoUpkyZYlF34sQJALp06VLvM96tFC5FREQakdSi6oaewi8qPj4ee3v7n6wzGo34+PiY1cbExJj+nZubW+/YTp06WW3ftm0bV69excfHx6zdYDDQu3dv07j27dvTvn17i/FHjx4lMzOTX//61zg7O1v0V1ZWUlBQwMGDB3nvvffo27cvQUFBP/Wodx2FSxEREbljbiZY1tTUkJqayuzZs295bH1SU1OJjY3F0dGRqVOnmvUZjUaGDh16w/Hnzp3jpZdeAuCZZ56xWrNr1y7eeOMNAO655x4WLFhA69atb3vOTZXOXIqIiEijcuTIEUpLSy1e5rldSUlJzJs3j9raWmJiYsxWNvPz88nNzb3hvc6ePcuzzz5LQUEBTzzxRL1BtF+/fqxYsYKoqCjs7e2ZPn06X375pU2eoSnRyqWIiIg0KkajEU9PT5ucV9y9ezdLly7Fzs6ORYsWERgYaHEvJycnHnroIavjv/76a+bNm8eFCxeYOnUqc+bMqfdeffv2Nf330KFDCQ0N5fXXXycgIOBnP0dTonApIiLSiPi6N79t1B8zGAxmb4nfrnXr1rFp0yacnJxYtmwZvr6+FjVGoxE/Pz9atbKMRP/4xz/485//TGVlJXPmzOGJJ5646Xtff7P8yy+/pLi42OoZzruVwqWIiEgjYos3spuywsJCTp8+zfz583/Wdd588022b99O586dWblyJb169bKoqays5NChQ1bv9cUXX/Df//3ftGzZktdee41hw4ZZvU9kZCTffPMNCQkJFgG1rKyMFi1a/Kyzok2RzlyKiIhIo2EwGHB0dKR///63fY2dO3eyfft2unXrxsaNG60GS4DDhw9TWVlp8T3MU6dO8T//8z+0atWK1atX1xss4dqnhgoKCvjrX/9q1p6enk56ejq+vr60a9futp+lKdLKpYiIiDQa1/9SjrVt6ptRXl7O2rVrAQgKCrL6d8sdHBwICgrCYDDQp08fiz8F+dZbb1FZWcngwYM5d+4ce/futbhGUFAQDg4OzJgxA6PRyIoVKzhx4gT33Xcf33zzDTt37qR9+/YWfwmoOVC4FBERkUbh+l/KiYyMvO1rHDt2zPRnJT/44AOrNV26dCEoKIjExESGDx9u1ldTU2P6Cz4GgwGDwWD1Grt27cLBwQFXV1c2bdrEhg0b+PLLL/n4449xc3NjzJgxzJgxA3d399t+lqbKrri4uK6hJyEiItJcFBUVNcvAIbbVmH+PdOZSRERERGxG4VJEREREbEbhUkRERERsRuFSRERERGxG4VJEREREbEbhUkRERERsRuFSRERERGxG4VJEREREbEbhUkRERERsRuFSRERERGxG4VJEREREbEbhUkRERERsRuFSRERERGxG4VJEREQaRGZmJgMHDuTQoUNW+9PT0/Hz8yM/P9+i7/Lly4wdO5Z33nnH6tiLFy+ydOlSxo0bR0BAAGFhYSQkJFBXV2e1/rvvvsPPz4/U1FQAKioqWLduHSEhIfj7+zNs2DAiIyPJzMy0GFtaWsratWsJCQkhICCAiRMnEhcXR01Nzc3+KO4qrRp6AiIiItL85OXlER0dTW1tbb01RqOR7t274+HhYdZeUVFBVFQU586dszruypUrzJw5k8LCQiZOnEi3bt1ITExk2bJlZGdnEx0dbTHGYDDQrl07+vfvT11dHfPnzyc5OZlhw4YxZcoULl26REJCAs888wyrVq3Cz88PgJqaGiIjI/nXv/7FY489xn333UdGRgZ/+ctfOHr0KCtXrvwZP6WmSeFSRERE7qgDBw6wePFiSkpKblhnMBjw9/c3a8vOzuZPf/oT2dnZ9Y7bunUrubm5LF68mBEjRgAQEhLCvHnzSEhIIDQ0lO7du5uNMRqN+Pr60rp1az799FOSk5N56qmnCA8PN9U89thjTJkyhTfeeIP4+HgA9u7dy5EjR5g9ezZ/+MMfAJgwYQJOTk7s2LGDlJQUUxBtLrQtLiIiIndMZGQkCxYswM3NjZEjR9ZbV1RURFZWFoMHDza1xcXF8cQTT1BUVERYWFi9Y6uqqnjggQcYNmyYWfuAAQOoq6vjxIkTZu3V1dWkpaWZ7pWSkgJcC6Q/1KlTJx5++GFOnz5NcXExcG2VtHfv3owbN87iXgDHjx+vd553K61cioiINCIOr4T/dFEDKX/pLz/7Gjk5OYSHhxMWFkZcXFy9dQaDAQcHB7y9vU1tJ06cYOzYscycOZPc3Fy2bt1qdezs2bOttl8PlV27djVrT09Pp6ysjEGDBgHw/PPPM3HiRDp27GhxjYsXLwLQosW19bkpU6YwZcqUeu/VpUuXep/xbqVwKSIi0oi0zP66oafwi4qPj8fe3v4n64xGIz4+Pma1MTExpn/n5ube1P3Ky8vJz8/nk08+4a9//StDhw6lb9++ZjUGg4HevXvTqVMnANq3b0/79u0trnX06FEyMzP59a9/jbOzs0V/ZWUlBQUFHDx4kPfee4++ffsSFBR0U/O8myhcioiIyB1zM8GypqaG1NRUixXImxn7Y+vXr2fbtm0A/OpXvyIiIsKixmg0MnTo0Bte59y5c7z00ksAPPPMM1Zrdu3axRtvvAHAPffcw4IFC2jduvUtz7mp05lLERERaVSOHDlCaWmpxcs8t2PIkCG8/vrrPPfcc3z//fc88cQTfP31v1eH8/Pzyc3NveG9zp49y7PPPktBQQFPPPFEvUG0X79+rFixgqioKOzt7Zk+fTpffvnlz36GpkbhUkRERBoVo9GIp6enTc4r+vr6EhgYyJNPPsnatWupqKhgzZo1ZvdycnLioYcesjr+66+/Zvr06Zw5c4apU6cyZ86ceu/Vt29fhg4dyqRJk9i4cSP29vb8f/buP6qq+873/1N+pSAxKCq1ZuyoKIlYL1o5KgxCL46pV4NVmIwotVoZMlAlOReBOv5aSa5OR/yBTtTQpkpmOvXiXJZ4NaV27vhj+O5jAOVApEZUQGwBhahUhXgqke8fLs/MyTmoMaeK+Hqs1VXz2e/P/nz2WfzxWnt/Pntv3LjxK1/D00aPxUVERHqQz0eOedJTeOIMw3DYJe4uISEhDB8+nE8++cTeZrFYMJlMeHk5R6Jjx46xevVqbDYb6enpJCUlPfRY93aWl5SU0NbW5nINZ2+lcCkiItKDuGNH9tPs0qVL1NfXk5mZ+Uj9u7q6+P73v4+Pjw+7du1yOt7e3s5zzz0H3N2Ac/LkSZdjHT58mJUrV+Lp6cn69eudXmt0j9lspq6ujsLCQqeA2tHRgYeHxyOtFX2a6bG4iIiI9BiGYdC3b1/CwsIeqX+fPn0YNGgQ1dXVfPTRRw7Hfv3rX9Pc3GzfwV1RUYHNZrO/guiec+fOsXbtWry8vNi6dWu3wRLuvmqoubmZAwcOOLRbrVasVivh4eH4+fk90rU8rXTnUkRERHqMe1/KcfWY+mG9+eabnDp1iuzsbOLj43nxxRf57W9/y4cffsg3v/lNUlNTgbtBdvTo0QwcONCh/7Zt27DZbERGRtLS0kJxcbHTGDExMfj6+pKcnIzFYiEnJ4eamhpCQkKoq6tj3759BAQEuPzUZG+ncCkiIiI9wr0v5ZjN5q90nm9+85t88MEHvPfeexw8eJAbN24QFBTE/Pnz+eEPf4i/vz8Ax48fZ9q0aQ59Ozs7qaioAO6GT8MwXI5RVFSEr68vAwYMYPfu3eTl5VFSUsL+/fsJDAxk5syZJCcnM2jQoK90LU+jPm1tbV1PehIiIiLPitbW1mcycIh79eS/I625FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERkSeiurqayZMnc/LkSZfHrVYrJpOJxsZGp2M3btxg1qxZ/PSnP32osVatWoXJZKKpqcnl8cuXL2MymSgvLwfg1q1b7Ny5k/j4eCIiIoiNjcVsNlNdXe3Ut729ne3btxMfH09UVBQJCQnk5+fT2dn5UHPrbbye9ARERETk2XPx4kWysrK4c+dOtzUWi4Vhw4YxdOhQh/Zbt26xfPlyWlpaHmqsX/3qV/zmN7+5b41hGPj5+REWFkZXVxeZmZmUlpYSGxtLYmIi165do7CwkJSUFHJzczGZTAB0dnZiNps5deoUcXFxhISE8PHHH7Njxw6qqqrYsmXLQ82xN1G4FBERkcfqyJEjrFu3juvXr9+3zjAMIiIiHNpqa2tZtWoVtbW1DzVWU1MTOTk5+Pj48Mc//rHbOovFQnh4ON7e3hw6dIjS0lIWLVpEWlqavSYuLo7ExEQ2bdpEQUEBAMXFxVRWVrJ06VIWLlwIwNy5c/H392fv3r2UlZXZg+izQo/FRURE5LExm81kZ2cTGBjI9OnTu61rbW3l/PnzREZG2tvy8/NJSkqitbWV+fPnP3Cszz//nLVr1/Liiy/yne98p9u627dvc+LECftYZWVlAMTHxzvUBQUFMWHCBOrr62lrawPg5s2bBAcHM3v2bIfaSZMmAXDmzJkHzrO30Z1LERGRHuSzE28+6Sl0y3di7lc+x4ULF0hLS2P+/Pnk5+d3W2cYBr6+vowfP97eVlNTw6xZs3j99ddpaGjgl7/85X3Hys/P58yZM3zwwQf88z//c7d1VquVjo4OpkyZAsCyZctISEhg8ODBTrVXr14FwMPj7v25xMREEhMTnepqamoAGDJkyH3n2BspXIqIiPQgd6737jtdBQUF+Pj4PLDOYrEwceJEh9q33nrL/t8NDQ337V9dXc3777/Pm2++yYgRI+5baxgGwcHBBAUFARAQEEBAQIBTXVVVFdXV1YwaNYp+/fo5HbfZbDQ3N3P06FF27dpFaGgoMTExD7jS3kfhUkRERB6bhwmWnZ2dlJeXs3Tp0i/dF6Cjo4O1a9fy7W9/m9dee+2B9RaLhejo6PvWtLS0sGbNGgBSUlJc1hQVFbFp0yYA+vfvT3Z2Nt7e3g81595Eay5FRESkR6msrKS9vd1pM8/D2rRpE3/4wx9Ys2YNffr0uW9tY2MjDQ0N9x2rqamJ1NRUmpubSUpK6jaIjh07lpycHJYvX46Pjw9LliyhpKTkka7haaY7lyIiItKjWCwWhg8f/kjrFY8cOcKBAwfIysrCx8fHvvHm9u3bwN33Y7a1tdkfe1ssFvz9/Rk3bpzL850+fZqMjAyuXLnCggULSE9P73bs0NBQ+7+jo6OZN28eGzduJCoq6ktfx9NM4VJERKQH8ej30pOewhNnGIbDLvEv4z/+4z8A2LBhAxs2bHA6/v3vfx/4zx3hFosFk8mEl5dzJDp27BirV6/GZrORnp5OUlLSQ8/j3s7ykpIShzD7LFC4FBER6UHcsSP7aXbp0iXq6+vJzMx8pP7f//73mTFjhlP7P//zP1NaWsrbb7/NgAEDgLsbcE6ePOlyrMOHD7Ny5Uo8PT1Zv349sbGxLsczm83U1dVRWFjoFFA7Ojrw8PB46LWivYXCpYiIiPQYhmHQt29fwsLCHqn/iBEjXO4OLy4uBmDcuHF84xvfAKCiogKbzWZ/BdE9586dY+3atXh5eZGbm8u3v/3tbscbMmQIhmFw4MAB5syZY2+3Wq1YrVbCw8Px8/N7pGt5WilcioiISI9x70s5rh5Tu5thGIwePZqBAwc6tG/btg2bzUZkZCQtLS32YPpfxcTE4OvrS3JyMhaLhZycHGpqaggJCaGuro59+/YREBBAVlbWn/w6ehqFSxEREekR7n0px2w2P5bxjh8/zrRp0xzaOjs7qaioAO6GT8MwXPYtKirC19eXAQMGsHv3bvLy8igpKWH//v0EBgYyc+ZMkpOTGTRo0J/8OnqaPm1tbV1PehIiIiLPitbW1mcycIh79eS/I73nUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSREREnojq6momT57MyZMnXR63Wq2YTCYaGxudjt24cYNZs2bx05/+1GXfn//855hMJpf/c9Xn8uXLmEwmysvLAbh16xY7d+4kPj6eiIgIYmNjMZvNVFdXO/Vtb29n+/btxMfHExUVRUJCAvn5+XR2dn6Zn6PX8HrSExAREZFnz8WLF8nKyuLOnTvd1lgsFoYNG8bQoUMd2m/dusXy5ctpaWnptu/58+fx9fXlxz/+sdOx4OBgpzbDMPDz8yMsLIyuri4yMzMpLS0lNjaWxMRErl27RmFhISkpKeTm5mIymQDo7OzEbDZz6tQp4uLiCAkJ4eOPP2bHjh1UVVWxZcuWh/1Jeg2FSxEREXmsjhw5wrp167h+/fp96wzDICIiwqGttraWVatWUVtbe9++586dY8SIEcyYMeOh5mSxWAgPD8fb25tDhw5RWlrKokWLSEtLs9fExcWRmJjIpk2bKCgoAKC4uJjKykqWLl3KwoULAZg7dy7+/v7s3buXsrIyexB9VuixuIiIiDw2ZrOZ7OxsAgMDmT59erd1ra2tnD9/nsjISHtbfn4+SUlJtLa2Mn/+/G773rp1i9///veMGDHioeZ0+/ZtTpw4YR+rrKwMgPj4eIe6oKAgJkyYQH19PW1tbQDcvHmT4OBgZs+e7VA7adIkAM6cOfNQc+hNdOdSRESkB/nph28/6Sl0K2Xmmq98jgsXLpCWlsb8+fPJz8/vts4wDHx9fRk/fry9raamhlmzZvH666/T0NDAL3/5S5d9a2truXPnDiNHjgTAZrPh6emJl5fr2GO1Wuno6GDKlCkALFu2jISEBAYPHuxUe/XqVQA8PO7en0tMTCQxMdGprqamBoAhQ4Z0e429lcKliIhID/K71vs/7n3aFRQU4OPj88A6i8XCxIkTHWrfeust+383NDR02/fcuXPA3YD32muv0dDQgIeHB2FhYbz55puEhIQ41BuGQXBwMEFBQQAEBAQQEBDgdN6qqiqqq6sZNWoU/fr1czpus9lobm7m6NGj7Nq1i9DQUGJiYh54rb2NwqWIiIg8Ng8TLDs7OykvL2fp0qVfui/8Z7isrKxk/vz5DBkyhLNnz/Iv//Iv/M3f/A3vvfceY8aMsddbLBaio6Pve86WlhbWrLl75zYlJcVlTVFREZs2bQKgf//+ZGdn4+3t/VBz7k205lJERER6lMrKStrb25028zysyZMns2jRIj744AP++q//mqlTp5KcnMz27du5ffs2mzdvttc2NjbS0NBw37GamppITU2lubmZpKSkboPo2LFjycnJYfny5fj4+LBkyRJKSkoe6RqeZrpzKSIiIj2KxWJh+PDhj7xeMSoqiqioKKf2MWPG8K1vfYuqqira29vp27cvFosFf39/xo0b5/Jcp0+fJiMjgytXrrBgwQLS09O7HTc0NNT+7+joaObNm8fGjRtdzqU3U7gUERHpQf5s0MgnPYUnzjAMh13i7jRgwAC6urr47LPP7OHSZDK53Oxz7NgxVq9ejc1mIz09naSkpIce597O8pKSEtra2lyu4eytFC5FRER6EHfsyH6aXbp0ifr6ejIzMx+pf1dXF4sXLwZwuRu9vr6evn370r9/f2w2GydPnnQ51uHDh1m5ciWenp6sX7+e2NhYl+OZzWbq6uooLCx0CqgdHR14eHg89FrR3kJrLkVERKTHMAyDvn37EhYW9kj9+/TpwwsvvMDp06c5duyYw7EPP/yQ+vp6ZsyYgaenJxUVFdhsNvsriO45d+4ca9euxcvLi61bt3YbLOHuq4aam5s5cOCAQ7vVasVqtRIeHo6fn98jXcvTSncuRUREpMe496Wc7t5J+TDeeOMNqqurWbVqFXPmzOHP//zP+e1vf8uHH37IiBEjSE1NBe4G2dGjRzNw4ECH/tu2bcNmsxEZGUlLSwvFxcVOY8TExODr60tycjIWi4WcnBxqamoICQmhrq6Offv2ERAQQFZW1iNfx9NK4VJERER6hHtfyjGbzV/pPCNGjOCDDz4gLy+PQ4cOcePGDQYNGsT8+fNZvHgxzz//PADHjx9n2rRpDn07OzupqKgA7oZPwzBcjlFUVISvry8DBgxg9+7d5OXlUVJSwv79+wkMDGTmzJkkJyczaNCgr3QtT6M+bW1tXU96EiIiIs+K1tbWZzJwiHv15L8jrbkUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQRERERt1G4FBERERG3UbgUEREREbdRuBQREZEnorq6msmTJ3Py5EmXx61WKyaTicbGRqdjN27cYNasWfz0pz/t9vy//vWv+eEPf8jUqVP57ne/S1ZWFg0NDS5rL1++jMlkory8HIBbt26xc+dO4uPjiYiIIDY2FrPZTHV1tVPf9vZ2tm/fTnx8PFFRUSQkJJCfn09nZ+fD/Ay9jsKliIiIPHYXL14kKyuLO3fudFtjsVgYNmwYQ4cOdWi/desWy5cvp6Wlpdu+eXl5rFmzBm9vb9LT0/ne975HeXk5S5YsoampyaneMAz8/PwICwujq6uLzMxMdu/ezejRo/mf//N/Mm/ePD755BNSUlIoKyuz9+vs7MRsNvOLX/yCiRMnYjabGTt2LDt27CAzM/MRfpmnn9eTnoCIiIg8W44cOcK6deu4fv36fesMwyAiIsKhrba2llWrVlFbW9ttvzNnzrB7926ioqLYsGEDnp6eAJhMJv72b/+WDz74gBUrVjj0sVgshIeH4+3tzaFDhygtLWXRokWkpaXZa+Li4khMTGTTpk0UFBQAUFxcTGVlJUuXLmXhwoUAzJ07F39/f/bu3UtZWRkmk+nhf5xeQHcuRURE5LExm81kZ2cTGBjI9OnTu61rbW3l/PnzREZG2tvy8/NJSkqitbWV+fPnd9t337593Llzh4yMDHuwBJgwYQIpKSmEhoY61N++fZsTJ07Yx7p3ZzI+Pt6hLigoiAkTJlBfX09bWxsAN2/eJDg4mNmzZzvUTpo0CbgbdJ81unMpIiLSg+zfv/9JT6FbXwxQj+LChQukpaUxf/588vPzu60zDANfX1/Gjx9vb6upqWHWrFm8/vrrNDQ08Mtf/tJl3xMnTjBy5Ei+8Y1vAHfD4507d3juuedITk52qrdarXR0dDBlyhQAli1bRkJCAoMHD3aqvXr1KgAeHnfvzyUmJpKYmOhUV1NTA8CQIUO6vcbeSuFSRESkB7nfOsLeoKCgAB8fnwfWWSwWJk6c6FD71ltv2f+7u405t2/fprGxkcjISCoqKnj33Xf57W9/C8DYsWN58803+da3vuXQxzAMgoODCQoKAiAgIICAgACnc1dVVVFdXc2oUaPo16+f03GbzUZzczNHjx5l165dhIaGEhMT88Br7W30WFxEREQem4cJlp2dnZSXlzutt3yYvjdv3uTOnTtcuHCB9PR0Xn75ZX7yk5+wbNkyGhoaSE1NtYfNeywWi9NYX9TS0sKaNWsASElJcVlTVFTEa6+9xo4dO3j++efJzs7G29v7gXPubRQuRUREpEeprKykvb39gYHPlT/+8Y8A/O53vyM1NZXMzEy+853vkJSUxPbt2/n888/Jzc211zc2NtLQ0HDfsZqamkhNTaW5uZmkpCSio6Nd1o0dO5acnByWL1+Oj48PS5YsoaSk5Etfw9NOj8VFRESkR7FYLAwfPvyR1iv6+voC4OnpSUJCgsOxkJAQvvWtb1FVVcVnn32Gr68vFosFf39/xo0b5/J8p0+fJiMjgytXrrBgwQLS09O7Hfu/bhSKjo5m3rx5bNy4kaioqC99HU8zhUsREZEexNUmkmeNYRgOu8S/jOeff56+ffvi5eXFc88953Q8MDCQrq4u2tvb7eHSZDLh5eUciY4dO8bq1aux2Wykp6eTlJT00PO4t7O8pKSEtrY2l2s4eyuFSxERkR7EHTuyn2aXLl2ivr7+kV9A3qdPH8aMGcOJEydoaWlxCuu///3v8fX1ZcCAAdhsNk6ePOlyrMOHD7Ny5Uo8PT1Zv349sbGxLsczm83U1dVRWFjoFFA7Ojrw8PB4qLWivYnWXIqIiEiPYRgGffv2JSws7JHP8eqrr9LV1UVeXp5D+/Hjx6mpqSE2NhYPDw8qKiqw2Wz2VxDdc+7cOdauXYuXlxdbt27tNljC3VcNNTc3c+DAAYd2q9WK1WolPDwcPz+/R76Wp5HuXIqIiEiPce9LOa4eUz+s7373uxw9epQDBw5w5coVpk6dyu9//3v+9V//lUGDBtm/umMYBqNHj2bgwIEO/bdt24bNZiMyMpKWlhaKi4udxoiJicHX15fk5GQsFgs5OTnU1NQQEhJCXV0d+/btIyAggKysrEe+jqeVwqWIiIj0CPe+lGM2m7/yudatW8fevXvZv38/mzdvxt/fn7/8y78kNTXVHiaPHz/OtGnTHPp1dnZSUVEB3A2fhmG4PH9RUZH98fru3bvJy8ujpKSE/fv3ExgYyMyZM0lOTmbQoEFf+VqeNn3a2tq6nvQkREREnhWtra3PZOAQ9+rJf0dacykiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibuP1pCcgIiIiz6bq6mqSk5PZvn073/72t52OW61WXn/9dfbt28fQoUMdjt24cYPExETi4uJISUlxOGYymR44dllZmcN/X758mVdffZXt27cTHh7OrVu32L17N//v//0/mpub8fX1Zdy4cSxZsoSxY8c69G1vbyc/P5/Dhw/T0tJCUFAQs2bNIikpCS+vZy9qPXtXLCIiIk/cxYsXycrK4s6dO93WWCwWhg0b5hQsb926xfLly2lpaXHZ76233nLZ/tFHH1FcXMx3vvMdp2OGYeDn50dYWBhdXV1kZmZSWlpKbGwsiYmJXLt2jcLCQlJSUsjNzbUH2M7OTsxmM6dOnSIuLo6QkBA+/vhjduzYQVVVFVu2bHnYn6TXULgUERGRx+rIkSOsW7eO69ev37fOMAwiIiIc2mpra1m1ahW1tbXd9psxY4ZT2+XLl9m8eTPDhg1jzZo1TsctFgvh4eF4e3tz6NAhSktLWbRoEWlpafaauLg4EhMT2bRpEwUFBQAUFxdTWVnJ0qVLWbhwIQBz587F39+fvXv3UlZW9lB3UnsTrbkUERGRx8ZsNpOdnU1gYCDTp0/vtq61tZXz588TGRlpb8vPzycpKYnW1lbmz5//pcbdsGEDf/jDH/i7v/s7+vbt63Ds9u3bnDhxwj7WvUfm8fHxDnVBQUFMmDCB+vp62traALh58ybBwcHMnj3boXbSpEkAnDlz5kvNszfQnUsREZEepOB7//Kkp9Ctvy5a8JXPceHCBdLS0pg/fz75+fnd1hmGga+vL+PHj7e31dTUMGvWLF5//XUaGhr45S9/+VBjlpWVUVJSwowZM5gwYYLTcavVSkdHB1OmTAFg2bJlJCQkMHjwYKfaq1evAuDhcff+XGJiIomJiU51NTU1AAwZMuSh5tibKFyKiIj0IJeszU96Cn9SBQUF+Pj4PLDOYrEwceJEh9q33nrL/t8NDQ0PPeaOHTvw8vIiNTXV5XHDMAgODiYoKAiAgIAAAgICnOqqqqqorq5m1KhR9OvXz+m4zWajubmZo0ePsmvXLkJDQ4mJiXnoefYWCpciIiLy2DxMsOzs7KS8vJylS5d+6b5fVFVVxenTp3n11Vf5+te/7rLGYrEQHR193/O0tLTY12p+cXf6PUVFRWzatAmA/v37k52djbe395ee89NOay5FRESkR6msrKS9vd1pM8+j+Nd//VcAkpKSXB5vbGykoaHhvmM1NTWRmppKc3MzSUlJ3QbRsWPHkpOTw/Lly/Hx8WHJkiWUlJR85Wt42ujOpYiIiPQoFouF4cOHf+X1irdv38YwDF5++WWGDx/e7Vj+/v6MGzfO5fHTp0+TkZHBlStXWLBgAenp6d2OFxoaav93dHQ08+bNY+PGjURFRX2l63jaKFyKiIj0IF8f/+xtAPkiwzAcdok/qhMnTtDe3n7fXekWiwWTyeTyZefHjh1j9erV2Gw20tPTu7376cq9neUlJSW0tbW5XMPZWylcioiI9CDu2JH9NLt06RL19fVkZmZ+5XNZrVYAJk+e7PK4zWbj5MmTLsc6fPgwK1euxNPTk/Xr1xMbG+vyHGazmbq6OgoLC50CakdHBx4eHo+0VvRppjWXIiIi0mMYhkHfvn0JCwv7yuf65JNP8PX17faReEVFBTabzf4KonvOnTvH2rVr8fLyYuvWrd0GS7j7qqHm5mYOHDjg0G61WrFarYSHh+Pn5/eVr+VpojuXIiIi0mPc+1KOO77J3dDQQFBQkP2dlF9kGAajR49m4MCBDu3btm3DZrMRGRlJS0sLxcXFTn1jYmLw9fUlOTkZi8VCTk4ONTU1hISEUFdXx759+wgICCArK+srX8fTRuFSREREeoR7X8oxm81uOd+1a9cYNWpUt8ePHz/OtGnTHNo6OzupqKgA7oZPwzBc9i0qKsLX15cBAwawe/du8vLyKCkpYf/+/QQGBjJz5kySk5MZNGiQW67ladKnra2t60lPQkRE5FnR2tr6TAYOca+e/HekNZciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiLyRFRXVzN58mROnjzp8rjVasVkMtHY2Oh07MaNG8yaNYuf/vSnLvt++umnvPPOO8yYMYOIiAi+973v8d577/HHP/7RZf3ly5cxmUyUl5cDcOvWLXbu3El8fDwRERHExsZiNpuprq526tve3s727duJj48nKiqKhIQE8vPz6ezsfNifolfxetITEBERkWfPxYsXycrK4s6dO93WWCwWhg0bxtChQx3ab926xfLly2lpaXHZ7+bNmyQnJ3P58mXi4uIYPXo0J06cYNeuXXzyySds3brVqY9hGPj5+REWFkZXVxeZmZmUlpYSGxtLYmIi165do7CwkJSUFHJzczGZTAB0dnZiNps5deoUcXFxhISE8PHHH7Njxw6qqqrYsmXLV/iVnk4KlyIiIvJYHTlyhHXr1nH9+vX71hmGQUREhENbbW0tq1atora2ttt++/fvp6mpiR/96Ef84Ac/ACA+Pp533nmHAwcOcPz4caZMmeLQx2KxEB4ejre3N4cOHaK0tJRFixaRlpZmr4mLiyMxMZFNmzZRUFAAQHFxMZWVlSxdupSFCxcCMHfuXPz9/dm7dy9lZWX2IPqs0GNxEREReWzMZjPZ2dkEBgYyffr0butaW1s5f/48kZGR9rb8/HySkpJobW1l/vz53fa9ePEiAH/xF3/h0B4TEwPA2bNnHdpv377NiRMn7GOVlZUBdwPpfxUUFMSECROor6+nra0NuHuXNDg4mNmzZzvUTpo0CYAzZ850O8/eSncuRUREepC/POj6UW9P8G+zBn/lc1y4cIG0tDTmz59Pfn5+t3WGYeDr68v48ePtbTU1NcyaNYvXX3+dhoYGfvnLX7rs+81vfhOAuro6Ro4caW9vaGgAYNCgQQ71VquVjo4O+93MZcuWkZCQwODBztd79epVADw87t6fS0xMJDEx0amupqYGgCFDhnR7jb2VwqWIiEgPUt56+0lP4U+qoKAAHx+fB9ZZLBYmTpzoUPvWW2/Z//teUHTle9/7HocPHyY3N5fnnnuOUaNGUVVVxc9//nNGjhzJf//v/92h3jAMgoODCQoKAiAgIICAgACn81ZVVVFdXc2oUaPo16+f03GbzUZzczNHjx5l165dhIaG2u+WPksULkVEROSxeZhg2dnZSXl5OUuXLv3SfQH8/PxITU1l9erVLF++3N4+bNgw/vEf/5Gvfe1rDvUWi4Xo6Oj7nrOlpYU1a9YAkJKS4rKmqKiITZs2AdC/f3+ys7Px9vZ+qDn3JlpzKSIiIj1KZWUl7e3tTpt5Htavf/1rfvSjH9HV1cUbb7xBTk4OycnJtLa2kpKSwuXLl+21jY2NNDQ03HespqYmUlNTaW5uJikpqdsgOnbsWHJycli+fDk+Pj4sWbKEkpKSR7qGp5nuXIqIiEiPYrFYGD58+COvV3z33Xd57rnneP/99+2vMYqOjmbixImkpqayZcsWfvKTn9jH8vf3Z9y4cS7Pdfr0aTIyMrhy5QoLFiwgPT2923FDQ0Pt/46OjmbevHls3LiRqKioR7qOp5XCpYiISA8SPujZe4z6RYZhOOwS/zLa2tpoaWkhMjLS6f2YEyZM4Jvf/Kb9RelwN1yaTCa8vJwj0bFjx1i9ejU2m4309HSSkpIeeh73dpaXlJTQ1tbmcg1nb6VwKSIi0oO4Y0f20+zSpUvU19eTmZn5SP29vLzo06dPty9n//zzz+nq6gLubsA5efKky7EOHz7MypUr8fT0ZP369cTGxro8n9lspq6ujsLCQqeA2tHRgYeHx0OvFe0ttOZSREREegzDMOjbty9hYWGP1N/f35//9t/+G+Xl5Zw7d87h2PHjx/nd735nfwdlRUUFNpvN6YXq586dY+3atXh5ebF169ZugyXcfdVQc3MzBw4ccGi3Wq1YrVbCw8Px8/N7pGt5WunOpYiIiPQY976U4+ox9cPKysoiJSWFlJQU4uPjefHFFzl37hxFRUUEBgba100ahsHo0aMZOHCgQ/9t27Zhs9mIjIykpaWF4uJipzFiYmLw9fUlOTkZi8VCTk4ONTU1hISEUFdXx759+wgICCArK+uRr+NppXApIiIiPcK9L+WYzeavdJ7g4GD+6Z/+iZ/97GccPHiQP/zhDwQGBjJz5kz+5m/+xv4S9ePHjzNt2jSHvp2dnVRUVAB3w6dhGC7HKCoqwtfXlwEDBrB7927y8vIoKSlh//799rGSk5OdXtj+LOjT1tbW9aQnISIi8qxobW19JgOHuFdP/jvSmksRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxEREXkiqqurmTx5MidPnnR53Gq1YjKZaGxsdDp248YNZs2axU9/+lOXfS9dusTatWuZPn060dHRLFq0iOLi4m7ncvnyZUwmE+Xl5QDcunWLnTt3Eh8fT0REBLGxsZjNZqqrq536tre3s337duLj44mKiiIhIYH8/Hw6Ozsf5mfodbye9ARERETk2XPx4kWysrK4c+dOtzUWi4Vhw4YxdOhQh/Zbt26xfPlyWlpaXPZrbm5m8eLFXLt2jZkzZzJmzBgqKipYu3YtZ86cwWw2O/UxDAM/Pz/CwsLo6uoiMzOT0tJSYmNjSUxM5Nq1axQWFpKSkkJubi4mkwmAzs5OzGYzp06dIi4ujpCQED7++GN27NhBVVUVW7Zs+Qq/0tNJ4VJEREQeqyNHjrBu3TquX79+3zrDMIiIiHBoq62tZdWqVdTW1nbbb+vWrVy9epUf//jHzJ07F4CEhAS+/vWv84tf/ILo6GgmTJjg0MdisRAeHo63tzeHDh2itLSURYsWkZaWZq+Ji4sjMTGRTZs2UVBQAEBxcTGVlZUsXbqUhQsXAjB37lz8/f3Zu3cvZWVl9iD6rNBjcREREXlszGYz2dnZBAYGMn369G7rWltbOX/+PJGRkfa2/Px8kpKSaG1tZf78+S773b59G8Mw+LM/+zPmzJnjcGzx4sUA7Nu3z6nPiRMn7GOVlZUBEB8f71AXFBTEhAkTqK+vp62tDYCbN28SHBzM7NmzHWonTZoEwJkzZ7q9xt5Kdy5FRER6EN+30x5c9IR8tmbHVz7HhQsXSEtLY/78+eTn53dbZxgGvr6+jB8/3t5WU1PDrFmzeP3112loaOCXv/ylU7+2tjZsNhvBwcH06dPH4djzzz9P//79OX36tEO71Wqlo6ODKVOmALBs2TISEhIYPHiw0/mvXr0KgIfH3ftziYmJJCYmOtXV1NQAMGTIkG6vsbdSuBQREelBPGtPP7joKVZQUICPj88D6ywWCxMnTnSofeutt+z/3dDQ4LKfr68vcHeTzRd9/vnn3Lhxg1u3bjm0G4ZBcHAwQUFBAAQEBBAQEODUv6qqiurqakaNGkW/fv2cjttsNpqbmzl69Ci7du0iNDSUmJiYB15rb6PH4iIiIvLYPEyw7OzspLy83Gm95cP09ff3Z+TIkVRVVdHc3Oxw7OjRo3R2dmKz2RzaLRaL01hf1NLSwpo1awBISUlxWVNUVMRrr73Gjh07eP7558nOzsbb2/uBc+5tFC5FRESkR6msrKS9vf2Bga87KSkp2Gw23njjDY4fP05TUxO/+tWv+Pu//3v69euHl9d/PrhtbGykoaHhvmM1NTWRmppKc3MzSUlJREdHu6wbO3YsOTk5LF++HB8fH5YsWUJJSckjXcPTTI/FRUREpEexWCwMHz78kdcrfuc732H16tXk5ubyxhtvAPDCCy/wxhtv8Jvf/MZhp7nFYsHf359x48a5PNfp06fJyMjgypUrLFiwgPT09G7HDQ0Ntf87OjqaefPmsXHjRqKioh7pOp5WCpciIiI9yOcjxzzpKTxxhmE47BJ/FK+++irTp0/n3LlzeHh4EBwcjI+PDz/72c948cUX7XUWiwWTyeRwN/OeY8eOsXr1amw2G+np6SQlJT30+Pd2lpeUlNDW1uZyDWdvpXApIiLSg7hjR/bT7NKlS9TX15OZmfnI5zAMg+vXrzNjxgzGjh1rb6+rq+PSpUvMnDkTuLsB5+TJky7HOnz4MCtXrsTT05P169cTGxvrciyz2UxdXR2FhYVOAbWjowMPD4+HWivam2jNpYiIiPQYhmHQt29fwsLCHvkc//Zv/8Zbb73FxYsX7W23b99m27ZtPPfcc/b3V1ZUVGCz2eyvILrn3LlzrF27Fi8vL7Zu3dptsIS7rxpqbm7mwIEDDu1WqxWr1Up4eDh+fn6PfC1PI925FBERkR7j3pdyXD2mfljf//73OXLkCMuWLeOv/uqv+NrXvkZxcTHV1dWsXLmSgQMHAneD7OjRo+3/fc+2bduw2WxERkbS0tLi8pvkMTEx+Pr6kpycjMViIScnh5qaGkJCQqirq2Pfvn0EBASQlZX1yNfxtFK4FBERkR7h3pdyXH37+8sYOXIkO3fuJC8vjw8++IA7d+4wevRotm3bZv9yDsDx48eZNm2aQ9/Ozk4qKiqAu+HTMAyXYxQVFeHr68uAAQPYvXs3eXl5lJSUsH//fgIDA5k5cybJyckMGjToK13L06hPW1tb15OehIiIyLOitbX1mQwc4l49+e9Iay5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVEROSJqK6uZvLkyZw8edLlcavVislkorGxEYC2tjZycnKYPXs2ERERTJ8+nRUrVnDhwgWnvrdu3SIvL4+5c+cSFRVFQkICv/jFL/j8889djnX58mVMJhPl5eX2/jt37iQ+Pp6IiAhiY2Mxm81UV1c79W1vb2f79u3Ex8fbx8rPz6ezs/MRf5mnm9eTnoCIiIg8ey5evEhWVhZ37tzptsZisTBs2DCGDh2KzWYjNTWV+vp6Zs2axZgxY2hqaqKwsJCPPvqI999/n5EjRwJw584dfvzjH3P8+HFeffVVQkNDKS0tZdu2bVy8eJG/+7u/cxrLMAz8/PwICwujq6uLzMxMSktLiY2NJTExkWvXrlFYWEhKSgq5ubmYTCYAOjs7MZvNnDp1iri4OEJCQvj444/ZsWMHVVVVbNmy5U/zA/ZgCpciIiLyWB05coR169Zx/fr1+9YZhkFERAQAe/bsoba2lhUrVjBnzhx7zbRp01i8eDHvvvuuPcj9+7//OxaLhR/96Ef84Ac/AGDOnDn8/d//Pfv27SMuLo6xY8c6jGWxWAgPD8fb25tDhw5RWlrKokWLSEtLs9fExcWRmJjIpk2bKCgoAKC4uJjKykqWLl3KwoULAZg7dy7+/v7s3buXsrIyexB9VuixuIiIiDw2ZrOZ7OxsAgMDmT59erd1ra2tnD9/nsjISABKS0vx9vYmLi7Ooe6ll15ixIgRVFRU2Ns+/PBDvL29ee211xxq74W/gwcPOrTfvn2bEydO2McqKysDID4+3qEuKCiICRMmUF9fT1tbGwA3b94kODiY2bNnO9ROmjQJgDNnznT/Y/RSunMpIiLSg3x24s0nPYVu+U7M/crnuHDhAmlpacyfP5/8/Pxu6wzDwNfXl/HjxwPwzjvvcPXqVTw9PR3qurq6uHbtGh4e/3m/rLq6mpEjR+Lr6+tQO3ToUPr3789vf/tbh3ar1UpHRwdTpkwBYNmyZSQkJDB48GCneV29ehXAPl5iYiKJiYlOdTU1NQAMGTKk22vsrRQuRUREepA713v3na6CggJ8fHweWGexWJg4caK9duDAgQwcONCp7tChQ3z66adMnToVuLsR5/r16/ZQ+kWDBw+mqanJoc0wDIKDgwkKCgIgICCAgIAAp75VVVVUV1czatQo+vXr53TcZrPR3NzM0aNH2bVrF6GhocTExDzwWnsbhUsRERF5bB4mWHZ2dlJeXs7SpUvvW1dbW0tOTg6enp4sWbIEuPuYGsDPz89ln6997Wt89tlnDm0Wi4Xo6Oj7jtXS0sKaNWsASElJcVlTVFTEpk2bAOjfvz/Z2dl4e3vf97y9kdZcioiISI9SWVlJe3u7fTOPKzU1NaSlpXHjxg0yMjJ4+eWXgbuPyf/r/39RV1eXw6P1xsZGGhoa7jtWU1MTqampNDc3k5SU1G0QHTt2LDk5OSxfvhwfHx+WLFlCSUnJA6+3t9GdSxEREelRLBYLw4cP73a9omEYrFq1io6ODjIyMkhISLAfu3fH8tatWy773rp1i759+zqM5e/vz7hx41zWnz59moyMDK5cucKCBQtIT0/vdt6hoaH2f0dHRzNv3jw2btxIVFRU9xfbCylcioiI9CAe/V560lN44gzDsO/c/qLCwkI2btyIh4cHb7/9Nq+88orD8b59+xIQEEBLS4vL/i0tLQ6h1WKxYDKZ8PJyjkTHjh1j9erV2Gw20tPTSUpKeuhruLezvKSkhLa2NpdrOHsrhUsREZEexB07sp9mly5dor6+nszMTKdje/bsYcuWLfTr148NGzYwYcIEl+cIDQ3lxIkT3Lp1i6997Wv29sbGRtra2uyB1GazcfLkSZdjHT58mJUrV+Lp6cn69euJjY11OZbZbKauro7CwkKngNrR0YGHh8dDrTPtTbTmUkRERHoMwzDo27cvYWFhDu3Hjx8nNzeXF154gby8vG6DJcB3v/tdbDab/UXn9/zTP/0TALNmzQKgoqICm81mfwXRPefOnWPt2rV4eXmxdevWboMl3H3VUHNzMwcOHHBot1qtWK1WwsPDu91c1FvpzqWIiIj0GPe+lPPFu4CbN2+mq6uLqKgozp49y9mzZ536zpgxA4Dp06ezf/9+duzYQVNTE2PGjOGjjz7i3//93/mrv/orQkJCgLtBdvTo0U6vONq2bRs2m43IyEhaWlooLi52GismJgZfX1+Sk5OxWCzk5ORQU1NDSEgIdXV17Nu3j4CAALKystz10zw1FC5FRESkR7j3pRyz2ezQfunSJRoaGoC7X9f54hd27rkXLvv06cOmTZv42c9+xm9+8xs+/PBDvvGNb2A2m/nrv/5re/3x48eZNm2awzk6OzvtX/sxDAPDMFyOVVRUhK+vLwMGDGD37t3k5eVRUlLC/v37CQwMZObMmSQnJzNo0KBH+zGeYn3a2tpc79UXERERt2ttbX0mA4e4V0/+O9KaSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREReSKqq6uZPHkyJ0+edHncarViMplobGwEoK2tjZycHGbPnk1ERATTp09nxYoVXLhw4b7jNDU1ER0dzcGDB7utuXz5MiaTifLycgBu3brFzp07iY+PJyIigtjYWMxmM9XV1U5929vb2b59O/Hx8URFRZGQkEB+fj6dnZ0P+Uv0Ll5PegIiIiLy7Ll48SJZWVncuXOn2xqLxcKwYcMYOnQoNpuN1NRU6uvrmTVrFmPGjKGpqYnCwkI++ugj3n//fUaOHOl0jqtXr2I2m/nss8/uOx/DMPDz8yMsLIyuri4yMzMpLS0lNjaWxMRErl27RmFhISkpKeTm5mIymQDo7OzEbDZz6tQp4uLiCAkJ4eOPP2bHjh1UVVWxZcuWr/ZDPYUULkVEROSxOnLkCOvWreP69ev3rTMMg4iICAD27NlDbW0tK1asYM6cOfaaadOmsXjxYt59912nIGe1WlmzZg2XL19+4JwsFgvh4eF4e3tz6NAhSktLWbRoEWlpafaauLg4EhMT2bRpEwUFBQAUFxdTWVnJ0qVLWbhwIQBz587F39+fvXv3UlZWZg+izwqFSxERkR7kpx++/aSn0K2UmWu+8jnMZjOGYTB8+HAmT57Mb37zG5d1ra2tnD9/njfeeAOA0tJSvL29iYuLc6h76aWXGDFiBBUVFQ7tGzZs4P/8n//D4MGDmTNnDvv27et2Trdv3+bEiRO8+eabAJSVlQEQHx/vUBcUFMSECRP4j//4D9ra2ggICODmzZsEBwcze/Zsh9pJkyaxd+9ezpw5o3ApIiIiT87vWmuf9BT+pC5cuEBaWhrz588nPz+/2zrDMPD19WX8+PEAvPPOO1y9ehVPT0+Huq6uLq5du4aHh+M2knPnzpGUlMQPf/hDjh49et9wabVa6ejoYMqUKQAsW7aMhIQEBg8e7FR79epVAPt4iYmJJCYmOtXV1NQAMGTIkG7H7a0ULkVEROSxKSgowMfH54F1FouFiRMn2msHDhzIwIEDneoOHTrEp59+ytSpUx3at2/f/lDjwN0gGxwcTFBQEAABAQEEBAQ41VVVVVFdXc2oUaPo16+f03GbzUZzczNHjx5l165dhIaGEhMT81Bz6E0ULkVEROSxeZjA19nZSXl5OUuXLr1vXW1tLTk5OXh6erJkyZIvPc49FouF6Ojo+9a0tLSwZs3dZQEpKSkua4qKiti0aRMA/fv3Jzs7G29v74eeR2+hVxGJiIhIj1JZWUl7e7t9M48rNTU1pKWlcePGDTIyMnj55ZcfaazGxkYaGhruO1ZTUxOpqak0NzeTlJTUbRAdO3YsOTk5LF++HB8fH5YsWUJJSckjzetppjuXIiIiPcifDXJ+nc6zxmKxMHz48G7XKxqGwapVq+jo6CAjI4OEhISvNJa/vz/jxo1zefz06dNkZGRw5coVFixYQHp6erfnCg0Ntf87OjqaefPmsXHjRqKioh55fk8jhUsREZEexB07sp92hmEQGRnp8lhhYSEbN27Ew8ODt99+m1deeeUrjWWxWDCZTHh5OUeiY8eOsXr1amw2G+np6SQlJT30ee/tLC8pKbHvLH9W6LG4iIiI9BiXLl2ivr7e5WPqPXv28A//8A/07duXf/zHf/zKwdJms3Hy5EmXQfbw4cP8+Mc/5s6dO6xfv77bYGk2m5k9e7bLr/F0dHTg4eHxpdZ/9gYKlyIiItJjGIZB3759CQsLc2g/fvw4ubm5vPDCC+Tl5TFhwoSvPFZFRQU2m83+CqJ7zp07x9q1a/Hy8mLr1q3ExsZ2e44hQ4bQ3NzMgQMHHNqtVitWq5Xw8HD8/Py+8lyfJnosLiIiIj3GvS/lfPEx9ebNm+nq6iIqKoqzZ89y9uxZp74zZsz4UmMZhsHo0aOdXnG0bds2bDYbkZGRtLS0UFxc7NQ3JiYGX19fkpOTsVgs5OTkUFNTQ0hICHV1dezbt4+AgACysrK+1Jx6A4VLERER6RHufSnHbDY7tF+6dImGhgYADh48yMGDB132/7Lh8vjx40ybNs2hrbOz0/61H8MwMAzDZd+ioiJ8fX0ZMGAAu3fvJi8vj5KSEvbv309gYCAzZ84kOTmZQYMGfak59QZ92traup70JERERJ4Vra2tz2TgEPfqyX9HWnMpIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiIm6jcCkiIiIibqNwKSIiIiJuo3ApIiIiT0R1dTWTJ0/m5MmTLo9brVZMJhONjY0AtLW1kZOTw+zZs4mIiGD69OmsWLGCCxcuOPVtbm7mrbfe4n/8j//BlClT+B//43/wzjvv0Nra6nKsy5cvYzKZKC8vB+DWrVvs3LmT+Ph4IiIiiI2NxWw2U11d7dS3vb2d7du3Ex8fT1RUFAkJCeTn59PZ2fmIv8zTzetJT0BERESePRcvXiQrK4s7d+50W2OxWBg2bBhDhw7FZrORmppKfX09s2bNYsyYMTQ1NVFYWMhHH33E+++/z8iRIwG4du0aS5Ys4caNG8yZM4c///M/p7a2lqKiIkpLS8nPz2fgwIEOYxmGgZ+fH2FhYXR1dZGZmUlpaSmxsbEkJiZy7do1CgsLSUlJITc3F5PJBEBnZydms5lTp04RFxdHSEgIH3/8MTt27KCqqootW7b86X7EHkrhUkRERB6rI0eOsG7dOq5fv37fOsMwiIiIAGDPnj3U1tayYsUK5syZY6+ZNm0aixcv5t1337UHuffee49PP/2UrVu3MmXKFHvtpEmTWL58Obt27SIrK8thLIvFQnh4ON7e3hw6dIjS0lIWLVpEWlqavSYuLo7ExEQ2bdpEQUEBAMXFxVRWVrJ06VIWLlwIwNy5c/H392fv3r2UlZXZg+izQo/FRURE5LExm81kZ2cTGBjI9OnTu61rbW3l/PnzREZGAlBaWoq3tzdxcXEOdS+99BIjRoygoqLC3lZaWsrQoUMdgiXA1KlT8ff3d6gFuH37NidOnLCPVVZWBkB8fLxDXVBQEBMmTKC+vp62tjYAbt68SXBwMLNnz3aonTRpEgBnzpy57+/RG+nOpYiISA+yf//+Jz2Fbn0xQD2KCxcukJaWxvz588nPz++2zjAMfH19GT9+PADvvPMOV69exdPT06Guq6uLa9eu4eHxn/fL8vLy6OjocDrnZ599xmeffeZQC3fXdnZ0dNjD6LJly0hISGDw4MFO57h69SqA/RyJiYkkJiY61dXU1AAwZMiQbq+xt1K4FBER6UFaWlqe9BT+pAoKCvDx8XlgncViYeLEifbagQMHOq2TBDh06BCffvopU6dOtbcFBQW5POeePXv4/PPPmThxokO7YRgEBwfb+wUEBBAQEODUv6qqiurqakaNGkW/fv2cjttsNpqbmzl69Ci7du0iNDSUmJiYB15rb6NwKSIiIo/NwwTLzs5OysvLWbp06X3ramtrycnJwdPTkyVLlty3try8nJ///Of07duXBQsWOByzWCxER0fft39LSwtr1qwBICUlxWVNUVERmzZtAqB///5kZ2fj7e193/P2RlpzKSIiIj1KZWUl7e3t9s08rtTU1JCWlsaNGzfIyMjg5Zdf7rb2o48+IiMjgzt37vDWW2853NlsbGykoaHhvmM1NTWRmppKc3MzSUlJ3QbRsWPHkpOTw/Lly/Hx8WHJkiWUlJQ8xBX3LrpzKSIiIj2KxWJh+PDh3a5XNAyDVatW0dHRQUZGBgkJCd2e6//+3//LT37yE/r06cP/+l//y+Hx+b2x/P39GTdunMv+p0+fJiMjgytXrrBgwQLS09O7HSs0NNT+7+joaObNm8fGjRuJioq63+X2OgqXIiIiPYirTSTPGsMw7Du3v6iwsJCNGzfi4eHB22+/zSuvvNLteXbu3Mnu3bvx9/fnH/7hHwgPD3eqsVgsmEwmvLycI9GxY8dYvXo1NpuN9PR0kpKSHvoa7u0sLykpoa2tzeUazt5K4VJERKQHcceO7KfZpUuXqK+vJzMz0+nYnj172LJlC/369WPDhg1MmDCh2/Ns3ryZ//2//zdf//rX2bJli/0F6/+VzWbj5MmTLsc6fPgwK1euxNPTk/Xr1xMbG+tyHLPZTF1dHYWFhU4BtaOjAw8Pj4daZ9qbaM2liIiI9BiGYdC3b1/CwsIc2o8fP05ubi4vvPACeXl59w2W+/bt43//7//Niy++6PDlni+qqKjAZrM5vQ/z3LlzrF27Fi8vL7Zu3dptsIS7rxpqbm7mwIEDDu1WqxWr1Up4eDh+fn4PuOreRXcuRUREpMe496WcL94F3Lx5M11dXURFRXH27FnOnj3r1HfGjBl89tlnbN++HYCYmBiX3y339fUlJiYGwzAYPXq00yuOtm3bhs1mIzIykpaWFoqLi53OERMTg6+vL8nJyVgsFnJycqipqSEkJIS6ujr27dtHQECA05eAngUKlyIiItIj3PtSjtlsdmi/dOkSDQ0NABw8eJCDBw+67D9jxgw++eQT+2clf/GLX7isGzJkCDExMRw/fpxp06Y5HOvs7LR/wccwDAzDcHmOoqIifH19GTBgALt37yYvL4+SkhL2799PYGAgM2fOJDk5mUGDBj38D9BL9Glra+t60pMQERF5VrS2tj6TgUPcqyf/HWnNpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIPBHV1dVMnjyZkydPujxutVoxmUw0NjYC0NbWRk5ODrNnzyYiIoLp06ezYsUKLly44NT36tWr/OQnP2H27NlERUUxf/58CgsL6erqcjnW5cuXMZlMlJeXA3Dr1i127txJfHw8ERERxMbGYjabqa6udurb3t7O9u3biY+PJyoqioSEBPLz8+ns7HzEX+bp5vWkJyAiIiLPnosXL5KVlcWdO3e6rbFYLAwbNoyhQ4dis9lITU2lvr6eWbNmMWbMGJqamigsLOSjjz7i/fffZ+TIkQDcvHmT119/nUuXLpGQkMCLL77I8ePH+Yd/+Adqa2vJyspyGsswDPz8/AgLC6Orq4vMzExKS0uJjY0lMTGRa9euUVhYSEpKCrm5uZhMJgA6Ozsxm82cOnWKuLg4QkJC+Pjjj9mxYwdVVVVs2bLlT/MD9mAKlyIiIvJYHTlyhHXr1nH9+vX71hmGQUREBAB79uyhtraWFStWMGfOHHvNtGnTWLx4Me+++649yP3yl7+koaGBdevW8Zd/+ZcAxMfHk5GRQWFhIfPmzWPYsGEOY1ksFsLDw/H29ubQoUOUlpayaNEi0tLS7DVxcXEkJiayadMmCgoKACguLqayspKlS5eycOFCAObOnYu/vz979+6lrKzMHkSfFXosLiIiIo+N2WwmOzubwMBApk+f3m1da2sr58+fJzIyEoDS0lK8vb2Ji4tzqHvppZcYMWIEFRUV9rY//vGPjBkzhtjYWIfaSZMm0dXVRU1NjUP77du3OXHihH2ssrIy4G4g/a+CgoKYMGEC9fX1tLW1AXfvkgYHBzN79mynsQDOnDlz39+jN9KdSxERkR6k4Hv/8qSn0K2/Llrwlc9x4cIF0tLSmD9/Pvn5+d3WGYaBr68v48ePB+Cdd97h6tWreHp6OtR1dXVx7do1PDz+837Z0qVLXZ7zXqj8xje+4dButVrp6OhgypQpACxbtoyEhAQGDx7sdI6rV68C2MdLTEwkMTGx27GGDBnS7TX2VgqXIiIiPcgla/OTnsKfVEFBAT4+Pg+ss1gsTJw40V47cOBABg4c6FR36NAhPv30U6ZOneryPJ999hmNjY386le/4sCBA0RHRxMaGupQYxgGwcHBBAUFARAQEEBAQIDTuaqqqqiurmbUqFH069fP6bjNZqO5uZmjR4+ya9cuQkNDiYmJeeC19jYKlyIiIvLYPEyw7OzspLy8vNs7kPfU1taSk5ODp6cnS5YscVnz3nvvsWfPHgD+7M/+jDfffNOpxmKxEB0dfd+xWlpaWLNmDQApKSkua4qKiti0aRMA/fv3Jzs7G29v7/uetzfSmksRERHpUSorK2lvb7dv5nGlpqaGtLQ0bty4QUZGBi+//LLLur/4i79g48aN/OhHP+IPf/gDSUlJnD592n68sbGRhoaG+47V1NREamoqzc3NJCUldRtEx44dS05ODsuXL8fHx4clS5ZQUlLykFfdeyhcioiISI9isVgYPnx4t+sVDcPgb//2b2lrayMjI4OEhIRuzxUeHs7UqVP5wQ9+wPbt27l16xb/+I//6DCWv78/48aNc9n/9OnTLFmyhN/97ncsWLCA9PT0bscKDQ0lOjqa1157jffffx8fHx82btz4kFfde+ixuIiISA/y9fHP3gaQLzIMw75z+4sKCwvZuHEjHh4evP3227zyyisPfd6QkBCGDx/OJ598Ym+zWCyYTCa8vJwj0bFjx1i9ejU2m4309HSSkpIeeqx7O8tLSkpoa2tzuYazt1K4FBER6UHcsSP7aXbp0iXq6+vJzMx0OrZnzx62bNlCv3792LBhAxMmTHCq6erq4vvf/z4+Pj7s2rXL6Xh7ezvPPfcccHcDzsmTJ12OdfjwYVauXImnpyfr1693eq3RPWazmbq6OgoLC50CakdHBx4eHg+1zrQ30WNxERER6TEMw6Bv376EhYU5tB8/fpzc3FxeeOEF8vLyXAZLgD59+jBo0CCqq6v56KOPHI79+te/prm52b6Du6KiApvNZn8F0T3nzp1j7dq1eHl5sXXr1m6DJdx91VBzczMHDhxwaLdarVitVsLDw/Hz83vIq+8ddOdSREREeox7X8r54l3AzZs309XVRVRUFGfPnuXs2bNOfWfMmAHAm2++yalTp8jOziY+Pp4XX3yR3/72t3z44Yd885vfJDU1FbgbZEePHu30iqNt27Zhs9mIjIykpaWF4uJip7FiYmLw9fUlOTkZi8VCTk4ONTU1hISEUFdXx759+wgICHD5qcneTuFSREREeoR7X8oxm80O7ZcuXaKhoQGAgwcPcvDgQZf974XLb37zm3zwwQe89957HDx4kBs3bhAUFMT8+fP54Q9/iL+/P3D3bui0adMcztHZ2Wn/2o9hGBiG4XKsoqIifH19GTBgALt37yYvL4+SkhL2799PYGAgM2fOJDk5mUGDBj36D/KU6tPW1tb1pCchIiLyrGhtbX0mA4e4V0/+O9KaSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREReSKqq6uZPHkyJ0+edHncarViMplobGwEoK2tjZycHGbPnk1ERATTp09nxYoVXLhw4YFjrVq1CpPJRFNTk8vjly9fxmQyUV5eDsCtW7fYuXMn8fHxREREEBsbi9lsprq62qlve3s727dvJz4+nqioKBISEsjPz6ezs/Mhf4nexetJT0BERESePRcvXiQrK4s7d+50W2OxWBg2bBhDhw7FZrORmppKfX09s2bNYsyYMTQ1NVFYWMhHH33E+++/z8iRI12e51e/+hW/+c1v7jsfwzDw8/MjLCyMrq4uMjMzKS0tJTY2lsTERK5du0ZhYSEpKSnk5uZiMpkA6OzsxGw2c+rUKeLi4ggJCeHjjz9mx44dVFVVsWXLlkf/kZ5SCpciIiLyWB05coR169Zx/fr1+9YZhkFERAQAe/bsoba2lhUrVjBnzhx7zbRp01i8eDHvvvuuyyDX1NRETk4OPj4+/PGPf+x2LIvFQnh4ON7e3hw6dIjS0lIWLVpEWlqavSYuLo7ExEQ2bdpEQUEBAMXFxVRWVrJ06VIWLlwIwNy5c/H392fv3r2UlZXZg+izQo/FRURE5LExm81kZ2cTGBjI9OnTu61rbW3l/PnzREZGAlBaWoq3tzdxcXEOdS+99BIjRoygoqLC6Ryff/45a9eu5cUXX+Q73/lOt2Pdvn2bEydO2McqKysDID4+3qEuKCiICRMmUF9fT1tbGwA3b94kODiY2bNnO9ROmjQJgDNnznQ7bm+lO5ciIiI9yF8ebHnSU+jWv80a/JXPceHCBdLS0pg/fz75+fnd1hmGga+vL+PHjwfgnXfe4erVq3h6ejrUdXV1ce3aNTw8nO+X5efnc+bMGT744AP++Z//uduxrFYrHR0dTJkyBYBly5aRkJDA4MHO13v16lUA+3iJiYkkJiY61dXU1AAwZMiQbsftrRQuRUREepDy1ttPegp/UgUFBfj4+DywzmKxMHHiRHvtwIEDGThwoFPdoUOH+PTTT5k6dapDe3V1Ne+//z5vvvkmI0aMuO9YhmEQHBxMUFAQAAEBAQQEBDjVVVVVUV1dzahRo+jXr5/TcZvNRnNzM0ePHmXXrl2EhoYSExPzwGvtbRQuRURE5LF5mGDZ2dlJeXk5S5cuvW9dbW0tOTk5eHp6smTJEnt7R0cHa9eu5dvf/javvfbaA8ezWCxER0fft6alpYU1a9YAkJKS4rKmqKiITZs2AdC/f3+ys7Px9vZ+4Pi9jdZcioiISI9SWVlJe3u7fTOPKzU1NaSlpXHjxg0yMjJ4+eWX7cc2bdrEH/7wB9asWUOfPn3uO1ZjYyMNDQ33HaupqYnU1FSam5tJSkrqNoiOHTuWnJwcli9fjo+PD0uWLKGkpOQBV9v76M6liIiI9CgWi4Xhw4d3u17RMAxWrVpFR0cHGRkZJCQk2I8dOXKEAwcOkJWVhY+Pj33jze3bd5cb3Lhxg7a2Nvtjb4vFgr+/P+PGjXM51unTp8nIyODKlSssWLCA9PT0bucdGhpq/3d0dDTz5s1j48aNREVFfZnLf+opXIqIiPQg4YOevceoX2QYhn3n9hcVFhayceNGPDw8ePvtt3nllVccjv/Hf/wHABs2bGDDhg1O/b///e8D/7kj3GKxYDKZ8PJyjkTHjh1j9erV2Gw20tPTSUpKeuhruLezvKSkxCHMPgsULkVERHoQd+zIfppdunSJ+vp6MjMznY7t2bOHLVu20K9fPzZs2MCECROcar7//e8zY8YMp/Z//ud/prS0lLfffpsBAwYAdzfgnDx50uVYhw8fZuXKlXh6erJ+/XpiY2NdztdsNlNXV0dhYaFTQO3o6MDDw+Oh1pn2JgqXIiIi0mMYhkHfvn0JCwtzaD9+/Di5ubm88MILvPfee91+jWfEiBEud4cXFxcDMG7cOL7xjW8AUFFRgc1ms7+C6J5z586xdu1avLy8yM3N5dvf/na38x0yZAiGYXDgwAGHl7tbrVasVivh4eH4+fk91LX3FgqXIiIi0mPc+1LOF+8Cbt68ma6uLqKiojh79ixnz5516uvqjuX9GIbB6NGjnV5xtG3bNmw2G5GRkbS0tNiD6X8VExODr68vycnJWCwWcnJyqKmpISQkhLq6Ovbt20dAQABZWVlfak69gcKliIiI9Aj3vpRjNpsd2i9dukRDQwMABw8e5ODBgy77f9lwefz4caZNm+bQ1tnZaf/aj2EYGIbhsm9RURG+vr4MGDCA3bt3k5eXR0lJCfv37ycwMJCZM2eSnJzMoEGDvtSceoM+bW1tXU96EiIiIs+K1tbWZzJwiHv15L8jvedSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSREREnojq6momT57MyZMnXR63Wq2YTCYaGxsBaGtrIycnh9mzZxMREcH06dNZsWIFFy5ccOr785//HJPJ5PJ/P/3pT53qL1++jMlkory8HIBbt26xc+dO4uPjiYiIIDY2FrPZTHV1tVPf9vZ2tm/fTnx8PFFRUSQkJJCfn09nZ+dX+HWeXl5PegIiIiLy7Ll48SJZWVncuXOn2xqLxcKwYcMYOnQoNpuN1NRU6uvrmTVrFmPGjKGpqYnCwkI++ugj3n//fUaOHGnve/78eXx9ffnxj3/sdN7g4GCnNsMw8PPzIywsjK6uLjIzMyktLSU2NpbExESuXbtGYWEhKSkp5ObmYjKZAOjs7MRsNnPq1Cni4uIICQnh448/ZseOHVRVVbFlyxY3/FpPF4VLEREReayOHDnCunXruH79+n3rDMMgIiICgD179lBbW8uKFSuYM2eOvWbatGksXryYd9991yHInTt3jhEjRjBjxoyHmpPFYiE8PBxvb28OHTpEaWkpixYtIi0tzV4TFxdHYmIimzZtoqCgAIDi4mIqKytZunQpCxcuBGDu3Ln4+/uzd+9eysrK7EH0WaHH4iIiIvLYmM1msrOzCQwMZPr06d3Wtba2cv78eSIjIwEoLS3F29ubuLg4h7qXXnqJESNGUFFRYW+7desWv//97xkxYsRDzen27ducOHHCPlZZWRkA8fHxDnVBQUFMmDCB+vp62traALh58ybBwcHMnj3boXbSpEkAnDlz5qHm0JvozqWIiEgP4vt22oOLnpDP1uz4yue4cOECaWlpzJ8/n/z8/G7rDMPA19eX8ePHA/DOO+9w9epVPD09Heq6urq4du0aHh7/eb+straWO3fu2B+T22w2PD098fJyHXusVisdHR1MmTIFgGXLlpGQkMDgwYOdaq9evQpgHy8xMZHExESnupqaGgCGDBnS7TX2VgqXIiIiPYhn7eknPYU/qYKCAnx8fB5YZ7FYmDhxor124MCBDBw40Knu0KFDfPrpp0ydOtXedu7cOeBuwHvttddoaGjAw8ODsLAw3nzzTUJCQhzOYRgGwcHBBAUFARAQEEBAQIDTWFVVVVRXVzNq1Cj69evndNxms9Hc3MzRo0fZtWsXoaGhxMTEPPBaexuFSxEREXlsHiZYdnZ2Ul5eztKlS+9bV1tbS05ODp6enixZssTefi9cVlZWMn/+fIYMGcLZs2f5l3/5F/7mb/6G9957jzFjxtjrLRYL0dHR9x2rpaWFNWvWAJCSkuKypqioiE2bNgHQv39/srOz8fb2fuD19jZacykiIiI9SmVlJe3t7fbNPK7U1NSQlpbGjRs3yMjI4OWXX7Yfmzx5MosWLeKDDz7gr//6r5k6dSrJycls376d27dvs3nzZnttY2MjDQ0N9x2rqamJ1NRUmpubSUpK6jaIjh07lpycHJYvX46Pjw9LliyhpKTkEX6Bp5vuXIqIiEiPYrFYGD58eLfrFQ3DYNWqVXR0dJCRkUFCQoLD8aioKKKiopz6jRkzhm9961tUVVXR3t5O3759sVgs+Pv7M27cOJdjnT59moyMDK5cucKCBQtIT0/vdt6hoaH2f0dHRzNv3jw2btzoci69mcKliIhID/L5yDEPLurlDMOw79z+osLCQjZu3IiHhwdvv/02r7zyypc694ABA+jq6uKzzz6zh0uTyeRys8+xY8dYvXo1NpuN9PR0kpKSHnqcezvLS0pKaGtrc7mGs7dSuBQREelB3LEj+2l26dIl6uvryczMdDq2Z88etmzZQr9+/diwYQMTJkxwqunq6mLx4sUALnej19fX07dvX/r374/NZuPkyZMuxzp8+DArV67E09OT9evXExsb63K+ZrOZuro6CgsLnQJqR0cHHh4eD7XOtDfRmksRERHpMQzDoG/fvoSFhTm0Hz9+nNzcXF544QXy8vJcBkuAPn368MILL3D69GmOHTvmcOzDDz+kvr6eGTNm4OnpSUVFBTabzf4KonvOnTvH2rVr8fLyYuvWrd0GS7j7qqHm5mYOHDjg0G61WrFarYSHh+Pn5/clfoGnn+5cioiISI9x70s5X7wLuHnzZrq6uoiKiuLs2bOcPXvWqe+9r/G88cYbVFdXs2rVKubMmcOf//mf89vf/pYPP/yQESNGkJqaCtwNsqNHj3Z6xdG2bduw2WxERkbS0tJCcXGx01gxMTH4+vqSnJyMxWIhJyeHmpoaQkJCqKurY9++fQQEBJCVleWun+apoXApIiIiPcK9L+WYzWaH9kuXLtHQ0ADAwYMHOXjwoMv+98LliBEj+OCDD8jLy+PQoUPcuHGDQYMGMX/+fBYvXszzzz8P3L0bOm3aNIdzdHZ22r/2YxgGhmG4HKuoqAhfX18GDBjA7t27ycvLo6SkhP379xMYGMjMmTNJTk5m0KBBj/6DPKX6tLW1dT3pSYiIiDwrWltbn8nAIe7Vk/+OtOZSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERERE3EbhUkRERETcRuFSRERERNxG4VJERESeiOrqaiZPnszJkyddHrdarZhMJhobGwFoa2sjJyeH2bNnExERwfTp01mxYgUXLlxw2f/Xv/41P/zhD5k6dSrf/e53ycrKoqGhwWXt5cuXMZlMlJeXA3Dr1i127txJfHw8ERERxMbGYjabqa6udurb3t7O9u3biY+PJyoqioSEBPLz8+ns7HyEX+Xpp3ApIiIij93FixfJysrizp073dZYLBaGDRvG0KFDsdlspKamUlhYSHh4OMuXLycuLo6PPvqIxYsXU1tb69A3Ly+PNWvW4O3tTXp6Ot/73vcoLy9nyZIlNDU1OY1lGAZ+fn6EhYXR1dVFZmYmu3fvZvTo0fzP//k/mTdvHp988gkpKSmUlZXZ+3V2dmI2m/nFL37BxIkTMZvNjB07lh07dpCZmem+H+wp4vWkJyAiIiLPliNHjrBu3TquX79+3zrDMIiIiABgz5491NbWsmLFCubMmWOvmTZtGosXL+bdd99ly5YtAJw5c4bdu3cTFRXFhg0b8PT0BMBkMvG3f/u3fPDBB6xYscJhLIvFQnh4ON7e3hw6dIjS0lIWLVpEWlqavSYuLo7ExEQ2bdpEQUEBAMXFxVRWVrJ06VIWLlwIwNy5c/H392fv3r2UlZVhMpm+4i/2dNGdSxEREXlszGYz2dnZBAYGMn369G7rWltbOX/+PJGRkQCUlpbi7e1NXFycQ91LL73EiBEjqKiosLft27ePO3fukJGRYQ+WABMmTCAlJYXQ0FCHc9y+fZsTJ07Yx7p3ZzI+Pt6hLigoiAkTJlBfX09bWxsAN2/eJDg4mNmzZzvUTpo0CbgbdJ81unMpIiLSg3x24s0nPYVu+U7M/crnuHDhAmlpacyfP5/8/Pxu6wzDwNfXl/HjxwPwzjvvcPXqVYewCNDV1cW1a9fw8PjP+2UnTpxg5MiRfOMb3wDuhsc7d+7w3HPPkZyc7DSW1Wqlo6ODKVOmALBs2TISEhIYPHiwU+3Vq1cB7OMlJiaSmJjoVFdTUwPAkCFDur3G3krhUkREpAe5c7133+kqKCjAx8fngXUWi4WJEyfaawcOHMjAgQOd6g4dOsSnn37K1KlTgbtBsrGxkcjISCoqKnj33Xf57W9/C8DYsWN58803+da3vuVwDsMwCA4OJigoCICAgAACAgKcxqqqqqK6uppRo0bRr18/p+M2m43m5maOHj3Krl27CA0NJSYm5oHX2tvosbiIiIg8Ng8TLDs7OykvL7evt+xObW0tOTk5eHp6smTJEuDuY+o7d+5w4cIF0tPTefnll/nJT37CsmXLaGhoIDU11R4277FYLA8cq6WlhTVr1gCQkpLisqaoqIjXXnuNHTt28Pzzz5OdnY23t/cDr7e3UbgUERGRHqWyspL29vb7Br6amhrS0tK4ceMGGRkZvPzyywD88Y9/BOB3v/sdqampZGZm8p3vfIekpCS2b9/O559/Tm5urv08jY2NNDQ03HespqYmUlNTaW5uJikpiejoaJd1Y8eOJScnh+XLl+Pj48OSJUsoKSl5hF/g6abH4iIiItKjWCwWhg8f3u16RcMwWLVqFR0dHWRkZJCQkGA/5uvrC4Cnp6dDO0BISAjf+ta3qKqq4rPPPsPX1xeLxYK/vz/jxo1zOdbp06fJyMjgypUrLFiwgPT09G7n/V83CkVHRzNv3jw2btxIVFTUQ197b6BwKSIi0oN49HvpSU/hiTMMw75z+4sKCwvZuHEjHh4evP3227zyyisOx59//nn69u2Ll5cXzz33nFP/wMBAurq6aG9vt4dLk8mEl5dzJDp27BirV6/GZrORnp5OUlLSQ1/DvZ3lJSUltLW1uVzD2VspXIqIiPQg7tiR/TS7dOkS9fX1Ll9AvmfPHrZs2UK/fv3YsGEDEyZMcKrp06cPY8aM4cSJE7S0tDjt+P7973+Pr68vAwYMwGazcfLkSZdjHT58mJUrV+Lp6cn69euJjY11OV+z2UxdXR2FhYVOAbWjowMPD4+HWmfam2jNpYiIiPQYhmHQt29fwsLCHNqPHz9Obm4uL7zwAnl5eS6D5T2vvvoqXV1d5OXlOZ2jpqaG2NhYPDw8qKiowGaz2V9BdM+5c+dYu3YtXl5ebN26tdtgCXdfNdTc3MyBAwcc2q1WK1arlfDwcPz8/B7y6nsH3bkUERGRHuPel3K+eBdw8+bNdHV1ERUVxdmzZzl79qxT3xkzZgDw3e9+l6NHj3LgwAGuXLnC1KlT+f3vf8+//uu/MmjQIPtXdwzDYPTo0U6vONq2bRs2m43IyEhaWlooLi52GismJgZfX1+Sk5OxWCzk5ORQU1NDSEgIdXV17Nu3j4CAALKystz10zw1FC5FRESkR7j3pRyz2ezQfunSJRoaGgA4ePAgBw8edNn/XrgEWLduHXv37mX//v1s3rwZf39//vIv/5LU1FR7mDx+/DjTpk1zOEdnZ6f9az+GYWAYhsuxioqK7I/Xd+/eTV5eHiUlJezfv5/AwEBmzpxJcnIygwYNerQf4ynWp62tretJT0JERORZ0dra+kwGDnGvnvx3pDWXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2CpciIiIi4jYKlyIiIiLiNgqXIiIiIuI2Xk96AiIiIvJsqq6uJjk5me3bt/Ptb3/b6bjVauX1119n3759DB06lLa2Nn72s5/x//1//x+tra34+/vz7W9/m9dff50///M/t/czmUwPHLusrMzhvy9fvsyrr77K9u3bCQ8P59atW+zevZv/9//+H83Nzfj6+jJu3DiWLFnC2LFjHfq2t7eTn5/P4cOHaWlpISgoiFmzZpGUlISX17MXtZ69KxYREZEn7uLFi2RlZXHnzp1uaywWC8OGDWPo0KHYbDZSU1Opr69n1qxZjBkzhqamJgoLC/noo494//33GTlyJABvvfWWy/N99NFHFBcX853vfMfpmGEY+Pn5ERYWRldXF5mZmZSWlhIbG0tiYiLXrl2jsLCQlJQUcnNz7QG2s7MTs9nMqVOniIuLIyQkhI8//pgdO3ZQVVXFli1b3PBrPV0ULkVEROSxOnLkCOvWreP69ev3rTMMg4iICAD27NlDbW0tK1asYM6cOfaaadOmsXjxYt599117kJsxY4bTuS5fvszmzZsZNmwYa9ascTpusVgIDw/H29ubQ4cOUVpayqJFi0hLS7PXxMXFkZiYyKZNmygoKACguLiYyspKli5dysKFCwGYO3cu/v7+7N27l7Kysoe6k9qbaM2liIiIPDZms5ns7GwCAwOZPn16t3Wtra2cP3+eyMhIAEpLS/H29iYuLs6h7qWXXmLEiBFUVFTcd9wNGzbwhz/8gb/7u7+jb9++Dsdu377NiRMn7GPde2QeHx/vUBcUFMSECROor6+nra0NgJs3bxIcHMzs2bMdaidNmgTAmTNn7juv3kh3LkVERHqQn3749pOeQrdSZjrf8fuyLly4QFpaGvPnzyc/P7/bOsMw8PX1Zfz48QC88847XL16FU9PT4e6rq4url27hodH9/fLysrKKCkpYcaMGUyYMMHpuNVqpaOjgylTpgCwbNkyEhISGDx4sFPt1atXAezjJSYmkpiY6FRXU1MDwJAhQ7qdV2+lcCkiItKD/K619klP4U+qoKAAHx+fB9ZZLBYmTpxorx04cCADBw50qjt06BCffvopU6dO7fZcO3bswMvLi9TUVJfHDcMgODiYoKAgAAICAggICHCqq6qqorq6mlGjRtGvXz+n4zabjebmZo4ePcquXbsIDQ0lJibmgdfa2yhcioiIyGPzMMGys7OT8vJyli5det+62tpacnJy8PT0ZMmSJS5rqqqqOH36NK+++ipf//rXXdZYLBaio6PvO1ZLS4t9rWZKSorLmqKiIjZt2gRA//79yc7Oxtvb+77n7Y205lJERER6lMrKStrb2+2beVypqakhLS2NGzdukJGRwcsvv+yy7l//9V8BSEpKcnm8sbGRhoaG+47V1NREamoqzc3NJCUldRtEx44dS05ODsuXL8fHx4clS5ZQUlLS7Xl7K925FBERkR7FYrEwfPjwbtcrGobBqlWr6OjoICMjg4SEBJd1t2/fxjAMXn75ZYYPH97tWP7+/owbN87l8dOnT5ORkcGVK1dYsGAB6enp3c47NDTU/u/o6GjmzZvHxo0biYqK6rZPb6RwKSIi0oP82aCRT3oKT5xhGPad219UWFjIxo0b8fDw4O233+aVV17p9jwnTpygvb39vrvSLRYLJpPJ5cvOjx07xurVq7HZbKSnp3d799OVezvLS0pKaGtrc7mGs7dSuBQREelB3LEj+2l26dIl6uvryczMdDq2Z88etmzZQr9+/diwYYPLnd//ldVqBWDy5Mkuj9tsNk6ePOlyrMOHD7Ny5Uo8PT1Zv349sbGxLs9hNpupq6ujsLDQKaB2dHTg4eHxUOtMexOtuRQREZEewzAM+vbtS1hYmEP78ePHyc3N5YUXXiAvL++BwRLgk08+wdfXt9tH4hUVFdhsNvsriO45d+4ca9euxcvLi61bt3YbLOHuq4aam5s5cOCAQ7vVasVqtRIeHo6fn98D59qb6M6liIiI9Bj3vpTzxbuAmzdvpquri6ioKM6ePcvZs2ed+n7xyzwNDQ0EBQV1+w5MwzAYPXq00yuOtm3bhs1mIzIykpaWFoqLi536xsTE4OvrS3JyMhaLhZycHGpqaggJCaGuro59+/YREBBAVlbWl/0JnnoKlyIiItIj3PtSjtlsdmi/dOkSDQ0NABw8eJCDBw+67P/FcHnt2jVGjRrV7XjHjx9n2rRpDm2dnZ32r/0YhoFhGC77FhUV4evry4ABA9i9ezd5eXmUlJSwf/9+AgMDmTlzJsnJyQwaNOj+F90L9Wlra+t60pMQERF5VrS2tj6TgUPcqyf/HWnNpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIPBHV1dVMnjyZkydPujxutVoxmUw0NjYC0NbWRk5ODrNnzyYiIoLp06ezYsUKLly44NT3008/5Z133mHGjBlERETwve99j/fee48//vGPLse6fPkyJpOJ8vJyAG7dusXOnTuJj48nIiKC2NhYzGYz1dXVTn3b29vZvn078fHxREVFkZCQQH5+Pp2dnY/4yzzdvJ70BEREROTZc/HiRbKysrhz5063NRaLhWHDhjF06FBsNhupqanU19cza9YsxowZQ1NTE4WFhXz00Ue8//77jBw5EoCbN2+SnJzM5cuXiYuLY/To0Zw4cYJdu3bxySefsHXrVqexDMPAz8+PsLAwurq6yMzMpLS0lNjYWBITE7l27RqFhYWkpKSQm5uLyWQCoLOzE7PZzKlTp4iLiyMkJISPP/6YHTt2UFVVxZYtW/40P2APpnApIiIij9WRI0dYt24d169fv2+dYRhEREQAsGfPHmpra1mxYgVz5syx10ybNo3Fixfz7rvv2oPc/v37aWpq4kc/+hE/+MEPAIiPj+edd97hwIEDHD9+nClTpjiMZbFYCA8Px9vbm0OHDlFaWsqiRYtIS0uz18TFxZGYmMimTZsoKCgAoLi4mMrKSpYuXcrChQsBmDt3Lv7+/uzdu5eysjJ7EH1W6LG4iIiIPDZms5ns7GwCAwOZPn16t3Wtra2cP3+eyMhIAEpLS/H29iYuLs6h7qWXXmLEiBFUVFTY2y5evAjAX/zFXzjUxsTEAHD27FmH9tu3b3PixAn7WGVlZcDdQPpfBQUFMWHCBOrr62lrawPu3iUNDg5m9uzZDrWTJk0C4MyZM91eY2+lO5ciIiI9yP79+5/0FLr1xQD1KC5cuEBaWhrz588nPz+/2zrDMPD19WX8+PEAvPPOO1y9ehVPT0+Huq6uLq5du4aHx3/eL/vmN78JQF1dnf1ROUBDQwMAgwYNcjiH1Wqlo6PDfjdz2bJlJCQkMHjwYKd5Xb16FcA+XmJiIomJiU51NTU1AAwZMqTba+ytFC5FRER6kJaWlic9hT+pgoICfHx8HlhnsViYOHGivXbgwIEMHDjQqe7QoUN8+umnTJ061d72ve99j8OHD5Obm8tzzz3HqFGjqKqq4uc//zkjR47kv//3/+5wDsMwCA4OJigoCICAgAACAgKcxqqqqqK6uppRo0bRr18/p+M2m43m5maOHj3Krl27CA0Ntd8tfZYoXIqIiMhj8zDBsrOzk/LycpYuXXrfutraWnJycvD09GTJkiX2dj8/P1JTU1m9ejXLly+3tw8bNox//Md/5Gtf+5rDeSwWC9HR0fcdq6WlhTVr1gCQkpLisqaoqIhNmzYB0L9/f7Kzs/H29r7veXsjrbkUERGRHqWyspL29nb7Zh5XampqSEtL48aNG2RkZPDyyy/bj/3617/mRz/6EV1dXbzxxhvk5OSQnJxMa2srKSkpXL582V7b2NhIQ0PDfcdqamoiNTWV5uZmkpKSug2iY8eOJScnh+XLl+Pj48OSJUsoKSl5hF/g6aY7lyIiItKjWCwWhg8f3u16RcMwWLVqFR0dHWRkZJCQkOBw/N133+W5557j/fffZ+jQoQBER0czceJEUlNT2bJlCz/5yU/sY/n7+zNu3DiXY50+fZqMjAyuXLnCggULSE9P73beoaGh9n9HR0czb948Nm7cSFRU1Je6/qedwqWIiEgP4moTybPGMAz7zu0vKiwsZOPGjXh4ePD222/zyiuvOBxva2ujpaWFyMhIe7C8Z8KECXzzm9+0vygd7oZLk8mEl5dzJDp27BirV6/GZrORnp5OUlLSQ1/DvZ3lJSUltLW1uVzD2VspXIqIiPQg7tiR/TS7dOkS9fX1ZGZmOh3bs2cPW7ZsoV+/fmzYsIEJEyY41Xh5edGnT59uX87++eef09XVBdzdgHPy5EmXYx0+fJiVK1fi6enJ+vXriY2NdXk+s9lMXV0dhYWFTgG1o6MDDw+Ph1pn2ptozaWIiIj0GIZh0LdvX8LCwhzajx8/Tm5uLi+88AJ5eXkugyWAv78//+2//TfKy8s5d+6c0zl+97vf2d9BWVFRgc1mc3qh+rlz51i7di1eXl5s3bq122AJd1811NzczIEDBxzarVYrVquV8PBw/Pz8HvbyewXduRQREZEe496Xcr54F3Dz5s10dXURFRXF2bNnnV6EDjBjxgwAsrKySElJISUlhfj4eF588UXOnTtHUVERgYGB9nWThmEwevRop1ccbdu2DZvNRmRkJC0tLRQXFzuNFRMTg6+vL8nJyVgsFnJycqipqSEkJIS6ujr27dtHQEAAWVlZ7vppnhoKlyIiItIj3PtSjtlsdmi/dOmS/QXoBw8e5ODBgy773wuXwcHB/NM//RM/+9nPOHjwIH/4wx8IDAxk5syZ/M3f/I39JerHjx9n2rRpDufo7Oy0f+3HMAwMw3A5VlFREb6+vgwYMIDdu3eTl5dHSUkJ+/fvt4+VnJzs9ML2Z0Gftra2ric9CRERkWdFa2vrMxk4xL168t+R1lyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIiIiNsoXIqIiIiI2yhcioiIiIjbKFyKiIjIE1FdXc3kyZM5efKky+NWqxWTyURjYyMAbW1t5OTkMHv2bCIiIpg+fTorVqzgwoULTn0vXbrE2rVrmT59OtHR0SxatIji4uJu53L58mVMJhPl5eUA3Lp1i507dxIfH09ERASxsbGYzWaqq6ud+ra3t7N9+3bi4+OJiooiISGB/Px8Ojs7H+FXefp5PekJiIiIyLPn4sWLZGVlcefOnW5rLBYLw4YNY+jQodhsNlJTU6mvr2fWrFmMGTOGpqYmCgsL+eijj3j//fcZOXIkAM3NzSxevJhr164xc+ZMxowZQ0VFBWvXruXMmTOYzWansQzDwM/Pj7CwMLq6usjMzKS0tJTY2FgSExO5du0ahYWFpKSkkJubi8lkAqCzsxOz2cypU6eIi4sjJCSEjz/+mB07dlBVVcWWLVv+ND9gD6ZwKSIiIo/VkSNHWLduHdevX79vnWEYREREALBnzx5qa2tZsWIFc+bMsddMmzaNxYsX8+6779qD3NatW7l69So//vGPmTt3LgAJCQl8/etf5xe/+AXR0dFMmDDBYSyLxUJ4eDje3t4cOnSI0tJSFi1aRFpamr0mLi6OxMRENm3aREFBAQDFxcVUVlaydOlSFi5cCMDcuXPx9/dn7969lJWV2YPos0KPxUVEROSxMZvNZGdnExgYyPTp07uta21t5fz580RGRgJQWlqKt7c3cXFxDnUvvfQSI0aMoKKiAoDbt29jGAZ/9md/5hBCARYvXgzAvn37HNpv377NiRMn7GOVlZUBEB8f71AXFBTEhAkTqK+vp62tDYCbN28SHBzM7NmzHWonTZoEwJkzZ+7/g/RCunMpIiLSgxR871+e9BS69ddFC77yOS5cuEBaWhrz588nPz+/2zrDMPD19WX8+PEAvPPOO1y9ehVPT0+Huq6uLq5du4aHx937ZW1tbdhsNoKDg+nTp49D7fPPP0///v05ffq0Q7vVaqWjo4MpU6YAsGzZMhISEhg8eLDTvK5evQpgHy8xMZHExESnupqaGgCGDBnS7TX2VgqXIiIiPcgla/OTnsKfVEFBAT4+Pg+ss1gsTJw40V47cOBABg4c6FR36NAhPv30U6ZOnQqAr68vcHeTzRd9/vnn3Lhxg1u3bjm0G4ZBcHAwQUFBAAQEBBAQEODUv6qqiurqakaNGkW/fv2cjttsNpqbmzl69Ci7du0iNDSUmJiYB15rb6PH4iIiIvLYPEyw7OzspLy83L7esju1tbXk5OTg6enJkiVLAPD392fkyJFUVVXR3OwY1I8ePUpnZyc2m82h3WKxPHCslpYW1qxZA0BKSorLmqKiIl577TV27NjB888/T3Z2Nt7e3vc9b2+kcCkiIiI9SmVlJe3t7fcNfDU1NaSlpXHjxg0yMjJ4+eWX7cdSUlKw2Wy88cYbHD9+nKamJn71q1/x93//9/Tr1w8vr/98cNvY2EhDQ8N9x2pqaiI1NZXm5maSkpKIjo52WTd27FhycnJYvnw5Pj4+LFmyhJKSkkf4BZ5ueiwuIiIiPYrFYmH48OHdrlc0DINVq1bR0dFBRkYGCQkJDse/853vsHr1anJzc3njjTcAeOGFF3jjjTf4zW9+Q21trcNY/v7+jBs3zuVYp0+fJiMjgytXrrBgwQLS09O7nXdoaKj939HR0cybN4+NGzcSFRX10NfeGyhcioiI9CBfH//sbQD5IsMw7Du3v6iwsJCNGzfi4eHB22+/zSuvvOKy7tVXX2X69OmcO3cODw8PgoOD8fHx4Wc/+xkvvviivc5isWAymRzuZt5z7NgxVq9ejc1mIz09naSkpIe+hns7y0tKSmhra3O5hrO3UrgUERHpQdyxI/tpdunSJerr68nMzHQ6tmfPHrZs2UK/fv3YsGGD07sq7zEMg+vXrzNjxgzGjh1rb6+rq+PSpUvMnDkTuLsB5+TJky7HOnz4MCtXrsTT05P169cTGxvrciyz2UxdXR2FhYVOAbWjowMPD4+HWmfam2jNpYiIiPQYhmHQt29fwsLCHNqPHz9Obm4uL7zwAnl5ed0GS4B/+7d/46233uLixYv2ttu3b7Nt2zaee+45+/srKyoqsNls9lcQ3XPu3DnWrl2Ll5cXW7du7TZYwt1XDTU3N3PgwAGHdqvVitVqJTw8HD8/v4e9/F5Bdy5FRESkx7j3pZwv3gXcvHkzXV1dREVFcfbsWc6ePevUd8aMGQB8//vf58iRIyxbtoy/+qu/4mtf+xrFxcVUV1ezcuVK+yuNDMNg9OjRTq842rZtGzabjcjISFpaWlx+kzwmJgZfX1+Sk5OxWCzk5ORQU1NDSEgIdXV17Nu3j4CAALKystz10zw1FC5FRESkR7j3pZwvfvv70qVLNDQ0AHDw4EEOHjzosv+9cDly5Eh27txJXl4eH3zwAXfu3GH06NFs27bN/uUcuHs3dNq0aQ7n6OzstH/txzAMDMNwOVZRURG+vr4MGDCA3bt3k5eXR0lJCfv37ycwMJCZM2eSnJzMoEGDHu3HeIr1aWtr63rSkxAREXlWtLa2PpOBQ9yrJ/8dac2liIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIiIuI3CpYiIiIi4jcKliIiIiLiNwqWIiIg8EdXV1UyePJmTJ0+6PG61WjGZTDQ2NgLQ3t7O9u3biY+PJyoqioSEBPLz8+ns7HTqe+vWLfLy8pg7d6699he/+AWff/65y7EuX76MyWSivLzc3n/nzp3Ex8cTERFBbGwsZrOZ6upqp75fZl7PAq8nPQERERF59ly8eJGsrCzu3LnTbY3FYmHYsGEMHTqUzs5OzGYzp06dIi4ujpCQED7++GN27NhBVVUVW7Zssfe7c+cOP/7xjzl+/DivvvoqoaGhlJaWsm3bNi5evMjf/d3fOY1lGAZ+fn6EhYXR1dVFZmYmpaWlxMbGkpiYyLVr1ygsLCQlJYXc3FxMJhPAl5rXs0LhUkRERB6rI0eOsG7dOq5fv37fOsMwiIiIAKC4uJjKykqWLl3KwoULAZg7dy7+/v7s3buXsrIye+D793//dywWCz/60Y/4wQ9+AMCcOXP4+7//e/bt20dcXBxjx451GMtisRAeHo63tzeHDh2itLSURYsWkZaWZq+Ji4sjMTGRTZs2UVBQ8KXn9azQY3ERERF5bMxmM9nZ2QQGBjJ9+vRu61pbWzl//jyRkZEA3Lx5k+DgYGbPnu1QN2nSJADOnDljb/vwww/x9vbmtddec6i9F/4OHjzo0H779m1OnDhhH6usrAyA+Ph4h7qgoCAmTJhAfX09bW1tX3pezwrduRQREelB/vJgy5OeQrf+bdbgr3yOCxcukJaWxvz588nPz++2zjAMfH19GT9+PACJiYkkJiY61dXU1AAwZMgQe1t1dTUjR47E19fXoXbo0KH079+f3/72tw7tVquVjo4OpkyZAsCyZctISEhg8GDn67169SoAHh4eX3pezwqFSxERkR6kvPX2k57Cn1RBQQE+Pj4PrLNYLEycONFlrc1mo7m5maNHj7Jr1y5CQ0OJiYkB7m7EuX79uj2UftHgwYNpampyaDMMg+DgYIKCggAICAggICDAqW9VVRXV1dWMGjWKfv36fal5PUsULkVEROSxeZhg2dnZSXl5OUuXLnV5vKioiE2bNgHQv39/srOz8fb2Bu4+pgbw8/Nz2fdrX/san332mUObxWIhOjr6vnNqaWlhzZo1AKSkpHzpeT1LtOZSREREepTKykra29vtm3m+aOzYseTk5LB8+XJ8fHxYsmQJJSUlAHR1dTn8/xd1dXXh6elp/+/GxkYaGhq6HQugqamJ1NRUmpubSUpK6jaI3m9ezxLduRQREZEexWKxMHz48G7XK4aGhtr/HR0dzbx589i4cSNRUVH2O5a3bt1y2ffWrVv07dvXYSx/f3/GjRvnsv706dNkZGRw5coVFixYQHp6erfzvt+8niUKlyIiIj1I+KBn7zHqFxmGYd+5/SD3dnCXlJTQ1tZmXy/Z0uJ6Y1RLS4tDaLVYLJhMJry8nCPRsWPHWL16NTabjfT0dJKSkh76GlzN61mhcCkiItKDuGNH9tPs0qVL1NfXk5mZ6dBuNpupq6ujsLDQKQh2dHTg4eFhX88ZGhrKiRMnuHXrFl/72tfsdY2NjbS1tfHKK68AdzfgnDx50mksgMOHD7Ny5Uo8PT1Zv349sbGxLuf7Zeb1rNCaSxEREekxDMOgb9++hIWFObQPGTKE5uZmDhw44NButVqxWq2Eh4fbH4l/97vfxWaz2V90fs8//dM/ATBr1iwAKioqsNls9lcQ3XPu3DnWrl2Ll5cXW7du7TZYftl5PSt051JERER6jHtfyvniXcDk5GQsFgs5OTnU/P/s3X18TVfe9/FPHtBDhjQkQToMglToFUUQQ3K9BB01tIkhntrORJl2NJO0QdtRrdHRKiHqSjUqyjCG3JRoKldVc+ntPttTIkGmIyMeQkkqg1SDRE6a+4+8cq6enhNVDgm+77/atX9rr7XPyx/f19pr7eTn07VrV44fP87mzZvx9PRkxowZ1tqhQ4eSlpbGe++9x9mzZ+nWrRt79uzh888/5ze/+Q1du3YFaoJsly5daNWqlc1Y7777LhUVFQwYMIBz586RkZFhN8+wsDBMJtNPmtf9QuFSREREGoTav5QTFxdnd83Ly4sPP/yQ5ORkdu3aRVpaGi1btuTxxx9n8uTJeHt7W2tdXFxISEjggw8+YPv27XzyySe0bduWuLg4xo4da63bvXs34eHhNuNYLBYOHDgA1IRPs9nscK5btmzBZDL9pHndL1xKS0sdn9UXERERpyspKbkvA4c4V0P+d6Q9lyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiIuI0CpciIiIi4jQKlyIiIiLiNAqXIiIiUi/y8vLo168f2dnZDq/n5OQQHBzMmTNnALh8+TJJSUlERkYycOBARo8ezapVq7BYLNcd5+zZs4SGhpKenl5nzddff01wcDD79+8HoLy8nGXLlhEZGUlISAiDBw8mLi6OvLw8u743O697lXt9T0BERETuP6dOnWLGjBl89913ddYYhkG7du3w8/PDYrEQFxfH4cOHGTlyJF27duXQoUO89957HDx4kMWLFzu8x4ULF4iLi+Pq1avXnY/ZbKZp06YEBQVRXV3N9OnT2bt3L4MHD2bcuHFcvHiRTZs2MWXKFBITEwkODga46XndyxQuRURE5I76n//5H/7yl79w6dKl69aZzWZCQkIAyMjIIDc3l2nTpvHUU08BEBERgYeHB6mpqezbt88a+Grl5OQwe/Zsvv766x+dk2EY9OnTh0aNGvHpp5+yd+9ennnmGZ5//nlrzciRIxk3bhwJCQls2LDhpud1r9NrcREREblj4uLimDlzJi1btmTo0KF11pWUlFBQUMCAAQMAKCsrw9/fn1GjRtnU9e3bF4AjR47YtL/zzjtMnTqV6upqnnzyyevOqbKykqysLOtY+/btAyAyMtKmztfXl0cffZQTJ05QWlp6U/O6H2jlUkREpAEx/fn5Hy+qJ1dnv3fL9zh58iTPP/8848ePZ9WqVXXWmc1mTCYTPXv2BGDcuHGMGzfOri4/Px+ANm3a2LQfPXqUiRMn8rvf/Y6dO3eyefPmOsfKycnhypUr9O/fH4AXXniB0aNH4+PjY1d74cIFAFxdXW9qXvcDhUsREZEGxO3Yl/U9hdtqw4YNNG7c+EfrDMOgd+/eDmsrKiooKipi586drFy5ksDAQMLCwmxqkpKSbmgcqAmy/v7++Pr6AuDp6Ymnp6dd3cGDB8nLy6Nz5840b978puZ1P1C4FBERkTvmRgKfxWJh//79TJs2zeH1LVu2kJCQAMCDDz7IzJkzadSo0U8ep5ZhGISGhl635ty5c8yePRuAKVOm3PS87gfacykiIiINSm5uLpcvX7Ye5vmh7t27s2DBAuLj42ncuDHR0dHs2rXrpsY6c+YMhYWFdY4FNZ8yeu655ygqKmLixIl1BlFnzutuppVLERERaVAMw6BDhw517lcMDAy0/ndoaChRUVEsXLiQgQMH3tRYHh4ePPLIIw6vf/nll7z00kucP3+eCRMmEBMTU+e9nDmvu5nCpYiISANS1albfU+h3pnNZuvJ7R9Te4J7165dlJaWOtwreT2GYRAcHIy7u30k+uKLL3jttdeoqKggJiaGiRMn3vB9b3VedzOFSxERkQbEGSey72bFxcWcOHGC6dOn27THxcVx/PhxNm3aZBcEr1y5gqur60/aZwk1B3Cys7PtxgLIzMzkT3/6E25ubsybN4/Bgwc7vMftmNfdTnsuRUREpMEwm800a9aMoKAgm/Y2bdpQVFTExx9/bNOek5NDTk4Offr0oWnTpj9prAMHDlBRUWH9BFGto0eP8vrrr+Pu7s6SJUvqDJa3a153O61cioiISINR+5dyfrgKOHnyZAzDYMGCBeTn59O1a1eOHz/O5s2b8fT0ZMaMGT95LLPZTJcuXWjVqpVN+7vvvktFRQUDBgzg3LlzZGRk2PUNCwvDZDLdlnnd7RQuRUREpEGo/Us5cXFxdte8vLz48MMPSU5OZteuXaSlpdGyZUsef/xxJk+ejLe3908eb/fu3YSHh9u0WSwWDhw4ANSET7PZ7LDvli1bMJlMt2VedzuX0tLS6vqehIiIyP2ipKTkvgwc4lwN+d+R9lyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIjIHVVQUMDLL7/M0KFDCQkJYdSoUSxatIiysjK72pycHIKDgzlz5ozdtW+//ZYRI0awfPnyOse6du0agwYNYuvWrQBYLBb+9re/MW7cOH75y18SFhbG73//e3bv3m3Xt7KykjVr1jB27FgGDhzIqFGjWLp0KVeuXLmFp7/3udf3BEREROT+UVhYSHR0NG5ubowePZrWrVtz+PBhUlNTycrKIiUlBZPJZK03DIN27drh5+dnc5/y8nLi4+M5d+7cdcfLzs6mvLyc/v37A/D222+zdetW+vbty5NPPsnVq1dJS0sjNjaW1157jREjRlj7zpkzh+3btzNkyBDGjh3LsWPHWLduHfv37+eDDz6gSZMmTvxl7h0KlyIiInLHLFy4kMrKSlauXEmnTp0AiIiIICAggISEBDZu3MikSZOs9WazmZCQEJt7HDt2jFmzZnHs2LEfHc8wDLp06YK3tzeHDh1i69atDB06lDfffNNaExkZyYQJE0hMTGTYsGE0atSIrKwstm/fTmRkJDNnzrTWtm3bliVLlpCRkcETTzxxi7/GvUmvxUVEROSOqKysJDc3l6CgIGuwrDV8+HAADhw4YG0rKSmhoKCAAQMGWNtWrVrFxIkTKSkpYfz48T86pmEY1nC6b98+oCZMfp+HhwehoaFcunSJo0ePAnD+/HkCAgKIiIiwqe3Xrx8A+fn5N/TM9yOtXIqIiDQgV7Ni63sKdTL1Tryl/m5ubqxfv57q6mq7axcuXLDW1DKbzZhMJnr27Glty8/PZ8SIEUydOpXCwkLWrVtX53hfffUVp0+ftobLqKgoBg0aRPv27X90/GHDhjFs2DC7uiNHjgDQpk2bH33e+5XCpYiISAPy3aUj9T2F28bV1dVu72SttWvXAtCrVy9rm2EY9O7dm8aNG1vb5syZY/3/wsLC645nNptp3rw5PXr0AGpWKLt06WJXd+bMGXbu3EmLFi3sVlSh5hBQcXExe/bsISkpCT8/P0aNGvUjT3v/UrgUERGRerVt2zbS0tLw9fW1hjaLxcL+/fuZNm2aTe33g+aPMZvN9O3b12Y19IfKysp45ZVXuHbtGi+88ALu7vbRyDAM4uPjAXjggQeYMWMGLVq0uOF53G+051JERETqTXp6OnPnzsVkMjF//nyaNm0KQG5uLpcvX7Y7zHOjysvLycnJuW7/b775hpiYGI4cOUJ4eDhjxoxxWPfQQw8xf/58Xn31Vdq2bUtsbCwfffTRTc3rfqCVSxEREakXKSkpJCcn4+HhwaJFi+jWrZv1mmEYdOjQ4ab3NmZlZXHt2jXrJ4h+6PTp08TFxXHq1CmGDBnCnDlzcHFxcVjbsWNHOnbsCMCQIUMYP348S5cu5bHHHrOGYflfCpciIiINiGvzgPqewm1nsViYN28e6enp+Pj4sHjxYjp37mxTYzabbU6J/1SGYRAQEICXl5fdtUOHDhEfH09paSlRUVHExsbi6npjL3ObNWvGwIEDSU1NpbCwkIcffvim53ivUrgUERFpQG71RHZDV1VVxaxZs8jMzMTf35/ExER8fHxsaoqLizlx4gTTp0+/6XEMw7B+3uj7Dh48SExMDBUVFbz44otERUU57P/WW2+xc+dONmzYgKenp8212r/Qo4+oO6Y9lyIiInLHJCcnk5mZSWBgIMuXL7cLllCzatmsWTOCgoJuaoyTJ09y9uxZu1fiJSUlTJ8+nfLyct544406gyXU7LO8ePGi3aeOTp06xeeff0779u3p0KHDTc3vXqeVSxEREbkjiouLWbNmDS4uLoSFhbFr1y67Gi8vLwzDoE+fPg5Pbt8Is9mMp6cngYGBNu0rVqygtLSU7t27U11dTUZGhl3f4OBgWrZsyZgxY9ixYwerV6+mqKiInj17UlRUxKZNm3BxcWH27Nl17tG83ylcioiIyB2RnZ1NVVUVAElJSQ5revToQUFBAXFxcTc9zu7du+nXr5/dPsq9e/cCkJeXR15ensO+y5Yto2XLljRp0oT333+flJQUPvvsM3bs2EHz5s0JCQnh2WefdfghdqnhUlpaav+ZfBEREbktSkpK8Pb2ru9pyF2uIf870p5LEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEa9/qegIiIiNxfCgoKWLFiBQcOHKCsrAxvb29CQ0OZMmUKHh4eNrU5OTlMnTqVzZs34+fnR2lpKR988AH/7//9P0pKSvDw8KBXr15MnTqVX/ziF3ZjXbt2jfDwcOLj4xk5ciQWi4UNGzaQnp7O6dOncXd3JyAggKeffpr+/fvb9K2srGT9+vWkp6dz9uxZvLy8CA8PJzo6mqZNm97On+iupnApIiIid0xhYSHR0dG4ubkxevRoWrduzeHDh0lNTSUrK4uUlBRMJpO13jAM2rVrh5+fHxUVFTz33HOcOHGCESNG0K1bN86ePcumTZvYs2cPK1asoFOnTjbjZWdnU15ebg2Ob7/9Nlu3bqVv3748+eSTXL16lbS0NGJjY3nttdcYMWKEte+cOXPYvn07Q4YMYezYsRw7dox169axf/9+PvjgA5o0aXJnfrS7jMKliIiI3DELFy6ksrKSlStXWoNgREQEAQEBJCQksHHjRiZNmmStN5vNhISEAPD3v/+dY8eO8corr/Dkk09aa8LDw/ntb3/Lf/3Xf7F48WKb8QzDoEuXLnh7e3Po0CG2bt3K0KFDefPNN601kZGRTJgwgcTERIYNG0ajRo3Iyspi+/btREZGMnPmTGtt27ZtWbJkCRkZGTzxxBO34ye662nPpYiIiNwRlZWV5ObmEhQUZLfCOHz4cAAOHDhgbSspKaGgoIABAwYAsHfvXho1asTIkSNt+gYEBNCxY0ebvrUMw7CG03379gE1YfL7PDw8CA0N5dKlSxw9ehSA8+fPExAQQEREhE1tv379AMjPz/9pD38f0cqliIhIA7L8kz/X9xTqNOXx2bfU383NjfXr11NdXW137cKFC9aaWmazGZPJRM+ePQGYO3cuFy5csKkBqK6u5uLFi7i62q6ZffXVV5w+fdoaLqOiohg0aBDt27f/0fGHDRvGsGHD7OqOHDkCQJs2bW7soe9DCpciIiINyOmSY/U9hdvG1dUVPz8/h9fWrl0LQK9evaxthmHQu3dvGjduDECrVq1o1aqVXd9PP/2Uf//73wwaNMim3Ww207x5c3r06AHUrFB26dLFrv+ZM2fYuXMnLVq0sFtRBbBYLBQXF7Nnzx6SkpLw8/Nj1KhRN/jU9x+FSxEREalX27ZtIy0tDV9fX2tos1gs7N+/n2nTpl2377Fjx1iwYAFubm5ER0fbXDObzfTt29dupfP7ysrKeOWVV7h27RovvPAC7u720cgwDOLj4wF44IEHmDFjBi1atPipj3nf0J5LERERqTfp6enMnTsXk8nE/PnzrZ/4yc3N5fLly9ZX2o7k5+fz/PPP8+233/LSSy/x8MMPW6+Vl5eTk5Nz3f7ffPMNMTExHDlyhPDwcMaMGeOw7qGHHmL+/Pm8+uqrtG3bltjYWD766KObfOJ7n1YuRUREpF6kpKSQnJyMh4cHixYtolu3btZrhmHQoUOHOvc2ms1mZs2axZUrV3jppZcYPXq0zfWsrCyuXbtm9+3KWqdPnyYuLo5Tp04xZMgQ5syZg4uLi8Pajh070rFjRwCGDBnC+PHjWbp0KY899pi+d+mAwqWIiEgD8nNv+z1/9xqLxcK8efNIT0/Hx8eHxYsX07lzZ5sas9lsPSX+Q5s2bWLhwoW4urry5z//2eHBG8MwCAgIwMvLy+7aoUOHiI+Pp7S0lKioKGJjY+0OA9WlWbNmDBw4kNTUVAoLC21WS6WGwqWIiEgDcqsnshu6qqoqZs2aRWZmJv7+/iQmJuLj42NTU1xczIkTJ5g+fbpd/7///e8sXryY5s2b88477/Doo486HMcwDOvnjb7v4MGDxMTEUFFRwYsvvkhUVJTD/m+99RY7d+5kw4YNeHp62ly7cuUKgD6iXgftuRQREZE7Jjk5mczMTAIDA1m+fLldsISaVctmzZoRFBRk0757924SExNp0aIFycnJdQbLkydPcvbsWbtX4iUlJUyfPp3y8nLeeOONOoMl1OyzvHjxIuvWrbNpP3XqFJ9//jnt27enQ4cON/jU9xetXIqIiMgdUVxczJo1a3BxcSEsLIxdu3bZ1Xh5eWEYBn369LE7ub1o0SKqq6sZOHAg//rXv/jXv/5l1/9Xv/oVZrMZT09PAgMDba6tWLGC0tJSunfvTnV1NRkZGXb9g4ODadmyJWPGjGHHjh2sXr2aoqIievbsSVFREZs2bcLFxYXZs2fXuUfzfqdwKSIiIndEdnY2VVVVACQlJTms6dGjBwUFBcTFxdm0FxcXU1hYCNScME9PT3fY/1e/+hW7d++mX79+dvso9+7dC0BeXh55eXkO+y9btoyWLVvSpEkT3n//fVJSUvjss8/YsWMHzZs3JyQkhGeffdbhh9ilhktpaan9Z/JFRETktigpKcHb27u+pyF3uYb870h7LkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEadzrewIiIiJyfykoKGDFihUcOHCAsrIyvL29CQ0NZcqUKXh4eNjU5uTkMHXqVDZv3oyfnx+XL19m1apVZGZmcu7cOXx9fRkxYgQTJ07E3d0+1ly7do3w8HDi4+MZOXIkFouFDRs2kJ6ezunTp3F3dycgIICnn36a/v372/StrKxk/fr1pKenc/bsWby8vAgPDyc6OpqmTZve1t/obqZwKSIiIndMYWEh0dHRuLm5MXr0aFq3bs3hw4dJTU0lKyuLlJQUTCaTtd4wDNq1a4efnx8Wi4W4uDgOHz7MyJEj6dq1K4cOHeK9997j4MGDLF682G687OxsysvLrcHx7bffZuvWrfTt25cnn3ySq1evkpaWRmxsLK+99hojRoyw9p0zZw7bt29nyJAhjB07lmPHjrFu3Tr279/PBx98QJMmTW7/D3YXUrgUERGRO2bhwoVUVlaycuVKOnXqBEBERAQBAQEkJCSwceNGJk2aZK03m82EhIQAkJGRQW5uLtOmTeOpp56y9vXw8CA1NZV9+/YRHBxsM55hGHTp0gVvb28OHTrE1q1bGTp0KG+++aa1JjIykgkTJpCYmMiwYcNo1KgRWVlZbN++ncjISGbOnGmtbdu2LUuWLCEjI4Mnnnjidv1MdzXtuRQREZE7orKyktzcXIKCgqzBstbw4cMBOHDggLWtpKSEgoICBgwYAEBZWRn+/v6MGjXKpm/fvn0BOHLkiN2YhmFYw+m+ffuAmjD5fR4eHoSGhnLp0iWOHj0KwPnz5wkICCAiIsKmtl+/fgDk5+f/hCe/v2jlUkREpAFJS0ur7ynU6Yeh7qdyc3Nj/fr1VFdX2127cOGCtaaW2WzGZDLRs2dPAMaNG8e4cePs+tYGvTZt2ti0f/XVV5w+fdoaLqOiohg0aBDt27f/0fGHDRvGsGHD7OpqA+wPx5L/pXApIiLSgJw7d66+p3DbuLq64ufn5/Da2rVrAejVq5e1zTAMevfuTePGje3qKyoqKCoqYufOnaxcuZLAwEDCwsJsasxmM82bN6dHjx5AzQplly5d7O515swZdu7cSYsWLexWVAEsFgvFxcXs2bOHpKQk/Pz8bjlo38sULkVERKRebdu2jbS0NHx9fa2hzWKxsH//fqZNm+awz5YtW0hISADgwQcfZObMmTRq1Mimxmw207dvX5vV0B8qKyvjlVde4dq1a7zwwgsOT5wbhkF8fDwADzzwADNmzKBFixY39az3A+25FBERkXqTnp7O3LlzMZlMzJ8/3/qJn9zcXC5fvmx9pf1D3bt3Z8GCBcTHx9O4cWOio6PZtWuX9Xp5eTk5OTl19gf45ptviImJ4ciRI4SHhzNmzBiHdQ899BDz58/n1VdfpW3btsTGxvLRRx/dwlPf27RyKSIiIvUiJSWF5ORkPDw8WLRoEd26dbNeMwyDDh061Lm3MTAw0PrfoaGhREVFsXDhQgYOHAhAVlYW165ds/t2Za3Tp08TFxfHqVOnGDJkCHPmzMHFxcVhbceOHenYsSMAQ4YMYfz48SxdupTHHntM37t0QOFSRESkAfHx8anvKdx2FouFefPmkZ6ejo+PD4sXL6Zz5842NWaz2XpK/Mf4+vry6KOPsmvXLkpLS/H09MQwDAICAvDy8rKrP3ToEPHx8ZSWlhIVFUVsbCyurjf2MrdZs2YMHDiQ1NRUCgsLefjhh2+o3/1E4VJERKQBudcPilRVVTFr1iwyMzPx9/cnMTHRLlAXFxdz4sQJpk+fbtMeFxfH8ePH2bRpk93eyCtXruDq6mo9/GMYhvXzRt938OBBYmJiqKio4MUXXyQqKsrhPN966y127tzJhg0b8PT0tBsL0EfU66A9lyIiInLHJCcnk5mZSWBgIMuXL3e4Ums2m2nWrBlBQUE27W3atKGoqIiPP/7Ypj0nJ4ecnBz69OlD06ZNOXnyJGfPnrV7JV5SUsL06dMpLy/njTfeqDNYQs0+y4sXL7Ju3Tqb9lOnTvH555/Tvn17OnTo8BOf/v6glUsRERG5I4qLi1mzZg0uLi6EhYXZHMCp5eXlhWEY9OnTx251cvLkyRiGwYIFC8jPz6dr164cP36czZs34+npyYwZM4CacOrp6WmzLxNgxYoVlJaW0r17d6qrq8nIyLAbPzg4mJYtWzJmzBh27NjB6tWrKSoqomfPnhQVFbFp0yZcXFyYPXt2nXs073cKlyIiInJHZGdnU1VVBUBSUpLDmh49elBQUEBcXJzdNS8vLz788EOSk5PZtWsXaWlptGzZkscff5zJkyfj7e0NwO7du+nXr5/dPsq9e/cCkJeXR15ensPxly1bRsuWLWnSpAnvv/8+KSkpfPbZZ+zYsYPmzZsTEhLCs88+6/BD7FLDpbS01P4z+SIiInJblJSUWEOQyM1qyP+OtOdSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJERETuqIKCAl5++WWGDh1KSEgIo0aNYtGiRZSVldnV5uTkEBwczJkzZxzeKykpieDgYLKzsx1ev3btGoMGDWLr1q0AWCwW/va3vzFu3Dh++ctfEhYWxu9//3t2795t17eyspI1a9YwduxYBg4cyKhRo1i6dClXrly5hae/97nX9wRERETk/lFYWEh0dDRubm6MHj2a1q1bc/jwYVJTU8nKyiIlJQWTyWStNwyDdu3a4efnZ3evAwcOsGbNmuuOl52dTXl5Of379wfg7bffZuvWrfTt25cnn3ySq1evkpaWRmxsLK+99hojRoyw9p0zZw7bt29nyJAhjB07lmPHjrFu3Tr279/PBx98QJMmTZz0q9xbFC5FRETkjlm4cCGVlZWsXLmSTp06ARAREUFAQAAJCQls3LiRSZMmWevNZjMhISF29/n222954403cHd359q1a3WOZxgGXbp0wdvbm0OHDrF161aGDh3Km2++aa2JjIxkwoQJJCYmMmzYMBo1akRWVhbbt28nMjKSmTNnWmvbtm3LkiVLyMjI4IknnnDCL3Lv0WtxERERuSMqKyvJzc0lKCjIGixrDR8+HKhZjaxVUlJCQUEBAwYMsLvX/Pnz+e6774iIiLjumIZhWMPpvn37gJow+X0eHh6EhoZy6dIljh49CsD58+cJCAiwu3+/fv0AyM/P/9HnvV9p5VJERKQB2fDE3+p7CnUau2XCLfV3c3Nj/fr1VFdX2127cOGCtaaW2WzGZDLRs2dPm9pt27bx2WefsXTpUnJzc+sc76uvvuL06dPWcBkVFcWgQYNo3779j44/bNgwhg0bZld35MgRANq0aXO9R72vKVyKiIg0IMU5RfU9hdvG1dXV4d5JgLVr1wLQq1cva5thGPTu3ZvGjRtb286cOcOCBQuIiooiODj4uuHSbDbTvHlzevToAdSsUHbp0sWu7syZM+zcuZMWLVrYrahCzSGg4uJi9uzZQ1JSEn5+fowaNeqGnvl+pHApIiIi9Wrbtm2kpaXh6+trDW0Wi4X9+/czbdo0a11VVRVvvPEGvr6+PP/88z96X7PZTN++fW1WQ3+orKyMV155hWvXrvHCCy/g7m4fjQzDID4+HoAHHniAGTNm0KJFi5/6mPcN7bkUERGRepOens7cuXMxmUzMnz+fpk2bApCbm8vly5dtDvN8+OGHfPnll/z5z3/+0ZPa5eXl5OTkODwMVOubb74hJiaGI0eOEB4ezpgxYxzWPfTQQ8yfP59XX32Vtm3bEhsby0cffXQTT3t/0MqliIiI1IuUlBSSk5Px8PBg0aJFdOvWzXrNMAw6dOhg3duYl5dHSkoKEyZMwMfHh9LSUqAmRELNCmRpaSnNmzfH1dWVrKwsrl27Zv0E0Q+dPn2auLg4Tp06xZAhQ5gzZw4uLi4Oazt27EjHjh0BGDJkCOPHj2fp0qU89thj1jAs/0vhUkREpAFp3fPePyhisViYN28e6enp+Pj4sHjxYjp37mxTYzabbU6JG4ZBVVUVf/3rX/nrX/9qd8/p06cDsGXLFtq2bYthGAQEBODl5WVXe+jQIeLj4yktLSUqKorY2FhcXW/sZW6zZs0YOHAgqampFBYW8vDDD/+UR78vKFyKiIg0ILd6Iruhq6qqYtasWWRmZuLv709iYiI+Pj42NcXFxZw4ccIaGAEef/xxgoKC7O73ySefkJGRwR//+Ec6d+5My5YtgZowWvt5o+87ePAgMTExVFRU8OKLLxIVFeVwnm+99RY7d+5kw4YNeHp62lyr/Qs9+oi6YwqXIiIicsckJyeTmZlJYGAgS5cuxcPDw67GbDbTrFkzmzDp5+fn8KR57WnxgIAA60nzkydPcvbsWbtX4iUlJUyfPp3y8nLmzJnDY489Vuc8H3roIS5evMi6detsDg+dOnWKzz//nPbt29OhQ4ef8uj3DYVLERERuSOKi4tZs2YNLi4uhIWFsWvXLrsaLy8vDMOgT58+Dk9u3wiz2YynpyeBgYE27StWrKC0tJTu3btTXV1NRkaGXd/g4GBatmzJmDFj2LFjB6tXr6aoqIiePXtSVFTEpk2bcHFxYfbs2XXu0bzfKVyKiIjIHZGdnU1VVRUASUlJDmt69OhBQUEBcXFxNz3O7t276devn90+yr179wI1h4Py8vIc9l22bBktW7akSZMmvP/++6SkpPDZZ5+xY8cOmjdvTkhICM8++6zDD7FLDZfS0lL7z+SLiIjIbVFSUoK3t3d9T0Pucg3535G+cykiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk7jXt8TEBERkftLQUEBK1as4MCBA5SVleHt7U1oaChTpkzBw8PDpjYnJ4epU6eyefNm/Pz8yMjI4PXXX3d438cff9zu2rVr1wgPDyc+Pp6RI0disVjYsGED6enpnD59Gnd3dwICAnj66afp37+/Td/KykrWr19Peno6Z8+excvLi/DwcKKjo2natKlzf5R7iMKliIiI3DGFhYVER0fj5ubG6NGjad26NYcPHyY1NZWsrCxSUlIwmUzWesMwaNeuHX5+fgAcPXoUgFdffZUmTZrY3Lu25vuys7MpLy+3Bse3336brVu30rdvX5588kmuXr1KWloasbGxvPbaa4wYMcLad86cOWzfvp0hQ4YwduxYjh07xrp169i/fz8ffPCB3fhSQ+FSRERE7piFCxdSWVnJypUr6dSpEwAREREEBASQkJDAxo0bmTRpkrXebDYTEhJi/f+jR4/i5eXFE088cUPjGYZBly5d8Pb25tChQ2zdupWhQ4fy5ptvWmsiIyOZMGECiYmJDBs2jEaNGpGVlcX27duJjIxk5syZ1tq2bduyZMkSMjIybngO9xvtuRQREZE7orKyktzcXIKCgqzBstbw4cMBOHDggLWtpKSEgoICBgwYYG0rKCigY8eONzymYRjWcLpv3z6gJkx+n4eHB6GhoVy6dMm6Mnr+/HkCAgKIiIiwqe3Xrx8A+fn5NzyH+41WLkVERBqQIenn6nsKdfpshM8t9Xdzc2P9+vVUV1fbXbtw4YK1ppbZbMZkMtGzZ09rzfnz5wkPDwdqwmp1dTWNGzd2ON5XX33F6dOnreEyKiqKQYMG0b59+x8df9iwYQwbNsyu7siRIwC0adPmxh76PqRwKSIi0oDsL6ms7yncNq6urg73RQKsXbsWgF69elnbDMOgd+/e1vBYu6pYXFzMU089xdGjR/nuu+94+OGH+cMf/kCfPn1s7mk2m2nevDk9evQAalYou3TpYjf2mTNn2LlzJy1atLBbUQWwWCwUFxezZ88ekpKS8PPzY9SoUTfxC9wf9FpcRERE6tW2bdtIS0vD19fXGtosFgv79++32W9ZUFAAwMGDBxk8eDDvvPMOMTExFBcXExMTw65du2zuazab6du3r81q6A+VlZXxyiuvcO3aNSZPnoy7u/26m2EYRERE8M4771BVVcWMGTNo0aKFMx79nqRwKSIiIvUmPT2duXPnYjKZmD9/vvUTP7m5uVy+fNkmXHbr1o3f/va3pKSk8PTTTzNw4EAmTJjAhx9+SJMmTZg/fz7fffcdAOXl5eTk5Nj0/6FvvvmGmJgYjhw5Qnh4OGPGjHFY99BDDzF//nxeffVV2rZtS2xsLB999JETf4V7i16Li4iISL1ISUkhOTkZDw8PFi1aRLdu3azXDMOgQ4cONnsbe/bsad1/+X1t2rQhNDSUjIwMTpw4QadOncjKyuLatWt2366sdfr0aeLi4jh16hRDhgxhzpw5uLi4OKzt2LGj9RDRkCFDGD9+PEuXLuWxxx7T9y4dULgUERFpQPp4N6rvKdx2FouFefPmkZ6ejo+PD4sXL6Zz5842NWaz2eaU+I9p2bIlAJcvXwZqwmlAQABeXl52tYcOHSI+Pp7S0lKioqKIjY3F1fXGXuY2a9aMgQMHkpqaSmFhIQ8//PANz/F+oXApIiLSgNzqieyGrqqqilmzZpGZmYm/vz+JiYn4+Ng+c3FxMSdOnGD69Ok27fHx8Rw/fpx169bxwAMP2Fw7ceIEUPMKG2rCZe3njb7v4MGDxMTEUFFRwYsvvkhUVJTDeb711lvs3LmTDRs24OnpaXPtypUrAPqIeh2051JERETumOTkZDIzMwkMDGT58uV2wRJqVi2bNWtGUFCQTXurVq346quv2LJli017dnY2hmEwYMAAvLy8OHnyJGfPnrV7JV5SUsL06dMpLy/njTfeqDNYQk1IvXjxIuvWrbNpP3XqFJ9//jnt27enQ4cOP+3h7xNauRQREZE7ori4mDVr1uDi4kJYWJjd6W4ALy8vDMOgT58+die3n332WQzDYMmSJRw9epTAwEBOnDjBRx99hLe3t3Wl02w24+npSWBgoE3/FStWUFpaSvfu3amuriYjI8Nu/ODgYFq2bMmYMWPYsWMHq1evpqioiJ49e1JUVMSmTZtwcXFh9uzZde7RvN8pXIqIiMgdkZ2dTVVVFQBJSUkOa3r06EFBQQFxcXF211q2bMmHH37I8uXLMZvNbNu2DS8vLx5//HGeffZZvL29Adi9ezf9+vWz20e5d+9eAPLy8sjLy3M4/rJly2jZsiVNmjTh/fffJyUlhc8++4wdO3bQvHlzQkJCePbZZx1+iF1quJSWltp/Jl9ERERui5KSEmsIErlZDfnfkfZcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTuNf3BEREROT+UlBQwIoVKzhw4ABlZWV4e3sTGhrKlClT8PDwsKnNyclh6tSpbN68GT8/PwB2797NX//6V44cOYKbmxsPP/wwv//97wkMDLQb69q1a4SHhxMfH8/IkSOxWCxs2LCB9PR0Tp8+jbu7OwEBATz99NP079/fpm9lZSXr168nPT2ds2fP4uXlRXh4ONHR0TRt2vT2/UB3Oa1cioiIyB1TWFhIdHQ0+/bt44knniA+Pp5HH32U1NRUpkyZwtWrV23qDcOgXbt21mCZlpZGbGws33zzDb///e+ZOHEiR48eZerUqXz55Zd242VnZ1NeXm4Njm+//TZLliyhVatWxMTE8Nvf/pZz584RGxtLenq6Td85c+awdOlS/P39iYuL45e//CXr1q3j97//PRUVFbfpF7r7aeVSRERE7piFCxdSWVnJypUr6dSpEwAREREEBASQkJDAxo0bmTRpkrXebDYTEhICwLlz50hISCAgIIDk5GQeeOABAAYPHszYsWN5//33effdd23GMwyDLl264O3tzaFDh9i6dStDhw7lzTfftNZERkYyYcIEEhMTGTZsGI0aNSIrK4vt27cTGRnJzJkzrbVt27ZlyZIlZGRk8MQTT9yun+muppVLERERuSMqKyvJzc0lKCjIGixrDR8+HIADBw5Y20pKSigoKGDAgAEAbNu2jfLycv74xz9agyXAz3/+c/74xz/St29fuzENw7CG03379gE1YfL7PDw8CA0N5dKlSxw9ehSA8+fPExAQQEREhE1tv379AMjPz//pP8B9QiuXIiIiDYjpz8/X9xTqdHX2e7fU383NjfXr11NdXW137cKFC9aaWmazGZPJRM+ePQHIysrCw8OD//iP/wDAYrFgsVh44IEHGDt2rN09v/rqK06fPm0Nl1FRUQwaNIj27dv/6PjDhg1j2LBhdnVHjhwBoE2bNjf+4PcZhUsREZEGxO2Y/b7Be4Wrq6t17+QPrV27FoBevXpZ2wzDoHfv3jRu3BiAkydP0rp1a44fP867775LVlYWVVVVdOrUiWnTpllXOGuZzWaaN29Ojx49gJoVyi5dutiNfebMGXbu3EmLFi3sVlShJsQWFxezZ88ekpKS8PPzY9SoUTf3I9wH9FpcRERE6tW2bdtIS0vD19fXGtosFgv79++3rjoCXLp0iUuXLjFlyhQ8PT158803mTFjBpcvX+all15i586dNvc1m8307dvXZjX0h8rKynjllVe4du0akydPxt3dft3NMAwiIiJ45513qKqqYsaMGbRo0cI5D38PUrgUERGRepOens7cuXMxmUzMnz/f+omf3NxcLl++bBMuKysrOXfuHI8//jhz585l8ODBjB49mhUrVmAymUhISLC+ci8vLycnJ8em/w998803xMTEcOTIEcLDwxkzZozDuoceeoj58+fz6quv0rZtW2JjY/noo4+c+CvcWxQuRUREpF6kpKTw5z//GZPJxJIlS+jWrZv1mmEYdOjQwWZvY+0hnh/ur/Tx8WHQoEF8/fXXnDx5EqjZn3nt2jW7b1fWOn36NNHR0eTl5TFkyBD+/Oc/4+Li4rC2Y8eO/Od//idPPPEEKSkptG7dmqVLl3LlypVbefx7lvZcioiINCBVnbr9eNFdzmKxMG/ePNLT0/Hx8WHx4sV07tzZpsZsNtvtofT19eX48eO0bNnS7p61bWVlZUBNOA0ICMDLy8uu9tChQ8THx1NaWkpUVBSxsbG4ut7YeluzZs0YOHAgqampFBYW8vDDD99Qv/uJwqWIiEgDcqsnshu6qqoqZs2aRWZmJv7+/iQmJuLj42NTU1xczIkTJ5g+fbpNe/fu3Tl+/DgFBQU88sgjNte++uor4H9PcRuGYf280fcdPHiQmJgYKioqePHFF4mKinI4z7feeoudO3eyYcMGPD09ba7Vrlg2adLkxh/8PqLX4iIiInLHJCcnk5mZSWBgIMuXL7cLllCzatmsWTOCgoJs2n/9618D8MEHH1BVVWVtP3bsGP/v//0/evXqRatWrTh58iRnz561eyVeUlLC9OnTKS8v54033qgzWELNPsuLFy+ybt06m/ZTp07x+eef0759ezp06PBTH/++oJVLERERuSOKi4tZs2YNLi4uhIWFsWvXLrsaLy8vDMOgT58+die3/+M//oMJEybwt7/9jSlTpvCrX/2KCxcusGHDBpo0aUJ8fDxQE049PT3t/tb4ihUrKC0tpXv37lRXV5ORkWE3fnBwMC1btmTMmDHs2LGD1atXU1RURM+ePSkqKmLTpk24uLgwe/bsOvdo3u8ULkVEROSOyM7Otq44JiUlOazp0aMHBQUFxMXFObz+xz/+EX9/f1JTU1myZAkPPPAAffr04fe//z2/+MUvANi9ezf9+vWz20e5d+9eAPLy8sjLy3N4/2XLltGyZUuaNGnC+++/T0pKCp999hk7duygefPmhISE8Oyzzzr8ELvUcCktLbX/TL6IiIjcFiUlJXh7e9f3NOQu15D/HWnPpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jXt9T0BERETuLwUFBaxYsYIDBw5QVlaGt7c3oaGhTJkyBQ8PD5vanJwcpk6dyubNm3n++ecpKiq67r23bNlC27Ztrf9/7do1wsPDiY+PZ+TIkVgsFjZs2EB6ejqnT5/G3d2dgIAAnn76afr3729zr8rKStavX096ejpnz57Fy8uL8PBwoqOjadq0qfN+kHuMwqWIiIjcMYWFhURHR+Pm5sbo0aNp3bo1hw8fJjU1laysLFJSUjCZTNZ6wzBo164dfn5+xMXFcfXqVbt7/vOf/2T9+vV0794dHx8fm2vZ2dmUl5dbg+Pbb7/N1q1b6du3L08++SRXr14lLS2N2NhYXnvtNUaMGGHtO2fOHLZv386QIUMYO3Ysx44dY926dezfv58PPviAJk2a3KZf6e6mcCkiIiJ3zMKFC6msrGTlypV06tQJgIiICAICAkhISGDjxo1MmjTJWm82mwkJCQEgLCzM7n6XL19mxYoVeHp68tZbb+HubhttDMOgS5cueHt7c+jQIbZu3crQoUN58803rTWRkZFMmDCBxMREhg0bRqNGjcjKymL79u1ERkYyc+ZMa23btm1ZsmQJGRkZPPHEE078Ze4d2nMpIiIid0RlZSW5ubkEBQVZg2Wt4cOHA3DgwAFrW0lJCQUFBQwYMKDOey5btozTp08TGxuLr6+v3XXDMKzhdN++fUBNmPw+Dw8PQkNDuXTpEkePHgXg/PnzBAQEEBERYVPbr18/APLz82/ome9HWrkUERFpQK5mxdb3FOpk6p14S/3d3NxYv3491dXVdtcuXLhgrallNpsxmUz07NnT4f1OnDjBpk2bCAoKsobT7/vqq684ffq0NVxGRUUxaNAg2rdv/6PjDxs2jGHDhtnVHTlyBIA2bdpc91nvZwqXIiIiDch3l47U9xRuG1dXV/z8/BxeW7t2LQC9evWythmGQe/evWncuLHDPsuXL6eqqopp06Y5vG42m2nevDk9evQAalYou3TpYld35swZdu7cSYsWLexWVAEsFgvFxcXs2bOHpKQk/Pz8GDVq1PUf9j6mcCkiIiL1atu2baSlpeHr62sNbRaLhf3799cZHIuKiti5cye9evXikUcecVhjNpvp27evzWroD5WVlfHKK69w7do1XnjhBbs9m1ATcuPj4wF44IEHmDFjBi1atPipj3nf0J5LERERqTfp6enMnTsXk8nE/PnzrZ/4yc3N5fLly9ZX2j+0efNmqqqqeOqppxxeLy8vJycnp87+AN988w0xMTEcOXKE8PBwxowZ47DuoYceYv78+bz66qu0bduW2NhYPvroo5/4pPcPrVyKiIhIvUhJSSE5ORkPDw8WLVpEt27drNcMw6BDhw517m3MzMzEy8uL4OBgh9ezsrK4du2a3bcra50+fZq4uDhOnTrFkCFDmDNnDi4uLg5rO3bsSMeOHQEYMmQI48ePZ+nSpTz22GP63qUDCpciIiINiGvzgPqewm1nsViYN28e6enp+Pj4sHjxYjp37mxTYzab6zwlfvLkSU6dOsWYMWPqfOVtGAYBAQF4eXnZXTt06BDx8fGUlpYSFRVFbGwsrq439jK3WbNmDBw4kNTUVAoLC3n44YdvqN/9ROFSRESkAbnVE9kNXVVVFbNmzSIzMxN/f38SExPtPnxeXFzMiRMnmD59usN75OTkAP/7WSBHDMNweIL84MGDxMTEUFFRwYsvvkhUVJTD/m+99RY7d+5kw4YNeHp62ly7cuUKgD6iXgftuRQREZE7Jjk5mczMTAIDA1m+fLldsISaVctmzZoRFBTk8B7//Oc/AepcNTx58iRnz561eyVeUlLC9OnTKS8v54033qgzWELNPsuLFy+ybt06m/ZTp07x+eef0759ezp06HC9R71vaeVSRERE7oji4mLWrFmDi4sLYWFh7Nq1y67Gy8sLwzDo06ePw5PbUPMnJJs0aULLli0dXjebzXh6ehIYGGjTvmLFCkpLS+nevTvV1dVkZGTY9Q0ODqZly5aMGTOGHTt2sHr1aoqKiujZsydFRUVs2rQJFxcXZs+eXecezfudwqWIiIjcEdnZ2VRVVQGQlJTksKZHjx4UFBQQFxdX531KS0vx8PCo8/ru3bvp16+f3T7KvXv3ApCXl0deXp7DvsuWLaNly5Y0adKE999/n5SUFD777DN27NhB8+bNCQkJ4dlnn3X4IXap4VJaWmr/mXwRERG5LUpKSvD29q7vachdriH/O9KeSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGvf6noCIiIjcXwoKClixYgUHDhygrKwMb29vQkNDmTJlCh4eHja1OTk5TJ06lc2bN+Pn58fly5dJTk5m586d/Pvf/8bLy4vQ0FCee+45u74A165dIzw8nPj4eEaOHInFYmHDhg2kp6dz+vRp3N3dCQgI4Omnn6Z///42fSsrK1m/fj3p6emcPXsWLy8vwsPDiY6OpmnTprf1N7qbKVyKiIjIHVNYWEh0dDRubm6MHj2a1q1bc/jwYVJTU8nKyiIlJQWTyWStNwyDdu3a4efnh8ViYdq0afzjH/9g6NChPProo/zzn/9k06ZNHDx4kJSUFJo0aWIzXnZ2NuXl5dbg+Pbbb7N161b69u3Lk08+ydWrV0lLSyM2NpbXXnuNESNGWPvOmTOH7du3M2TIEMaOHcuxY8dYt24d+/fv54MPPrAbS2ooXIqIiMgds3DhQiorK1m5ciWdOnUCICIigoCAABISEti4cSOTJk2y1pvNZkJCQgD4v//3//KPf/yDiIgIXn75ZWuNr68vy5cv55NPPiEiIsJmPMMw6NKlC97e3hw6dIitW7cydOhQ3nzzTWtNZGQkEyZMIDExkWHDhtGoUSOysrLYvn07kZGRzJw501rbtm1blixZQkZGBk888cTt+InuegqXIiIiDcjyT/5c31Oo05THZ99S/8rKSnJzcwkKCrIGy1rDhw8nISGBAwcOWMNlSUkJBQUF/PGPfwTg1KlTAPzyl7+06RsWFsby5cvJzwowtswAAOiQSURBVM+3G9MwDAYPHgzAvn37gJow+X0eHh6Ehoayfv16jh49Srdu3Th//jwBAQF2YbVfv34sWbLE4VhSQ+FSRESkATldcqy+p3DbuLm5sX79eqqrq+2uXbhwwVpTy2w2YzKZ6NmzJwDt27cH4Pjx4zYBs7CwEAAfHx+be3711VecPn3auvIZFRXFoEGDrPe53vjDhg1j2LBhdnVHjhwBoE2bNjfyyPclhUsRERG5I1xdXfHz83N4be3atQD06tXL2mYYBr1796Zx48YADBo0iNDQUD788ENatWpFz549KSgoYNGiRfj4+DBq1Cibe5rNZpo3b06PHj2AmhXKLl262I195swZdu7cSYsWLexWVAEsFgvFxcXs2bOHpKQk/Pz87MaS/6VwKSIiIvVq27ZtpKWl4evraw1tFouF/fv3M23aNGudm5sbzz77LKdOneKNN96wtnt5ebFs2TJatWplc1+z2Uzfvn1tVkN/qKysjFdeeYVr167xwgsv4O5uH40MwyA+Ph6ABx54gBkzZtCiRYtbeeR7mr5zKSIiIvUmPT2duXPnYjKZmD9/vvUTP7m5uVy+fNn6ShtqTn7/7ne/49y5c0ydOpUFCxbwwgsv8N133zF16lT+9a9/WWvLy8vJycmx6f9D33zzDTExMRw5coTw8HDGjBnjsO6hhx5i/vz5vPrqq7Rt25bY2Fg++ugjJ/0C9x6tXIqIiDQgP/e2fy17r0pJSSE5ORkPDw8WLVpEt27drNcMw6BDhw42exuXLVuGxWJh2bJl1lfdUPO6fOLEifzlL39h9erVAGRlZXHt2jW7b1fWOn36NHFxcZw6dYohQ4YwZ84cXFxcHNZ27NiRjh07AjBkyBDGjx/P0qVLeeyxx/S9SwcULkVERBqQWz2RfTewWCzMmzeP9PR0fHx8WLx4MZ07d7apMZvNDBgwwKbt6NGj/OIXv7AJllBz0OfRRx9l9+7dlJWV4eHhgWEYBAQE4OXlZTf+oUOHiI+Pp7S0lKioKGJjY3F1vbGXuc2aNWPgwIGkpqZSWFjIww8//BOf/t6n1+IiIiJyx1RVVTFr1izS09Px9/dn5cqVdsGyuLiYEydO2L3SbtSoEd99953D+9a2155ENwzDLpwCHDx4kBdeeIFLly7x4osv8uKLLzoMlm+99RbDhg2jtLTU7tqVK1cA9BH1OihcioiIyB2TnJxMZmYmgYGBLF++3O7zQVCzatmsWTOCgoJs2gcMGMDJkyfZvXu3TfvRo0fJycmhW7du/OxnP+PkyZOcPXvW7pV4SUkJ06dPp7y8nDfeeIOoqKg65/nQQw9x8eJF1q1bZ9N+6tQpPv/8c9q3b0+HDh1+4tPfH/RaXERERO6I4uJi1qxZg4uLC2FhYezatcuuxsvLC8Mw6NOnj93J7T/84Q8cOHCA6dOnM2rUKDp37szp06f56KOPcHd3t/4lHbPZjKenJ4GBgTb9V6xYQWlpKd27d6e6upqMjAy78YODg2nZsiVjxoxhx44drF69mqKiInr27ElRURGbNm3CxcWF2bNn17lH836ncCkiIiJ3RHZ2NlVVVQAkJSU5rOnRowcFBQXExcXZXfPx8WHVqlWsWLGCL774go8++ogWLVowYMAAnn32WevH0Xfv3k2/fv3sXnfv3bsXgLy8PPLy8hyOv2zZMlq2bEmTJk14//33SUlJ4bPPPmPHjh00b96ckJAQm7HEnktpaan9Z/JFRETktigpKcHb27u+pyF3uYb870h7LkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGkULkVERETEaRQuRURERMRpFC5FRERExGnc63sCIiIicn8pKChgxYoVHDhwgLKyMry9vQkNDWXKlCl4eHjY1Obk5DB16lQ2b96Mn58f33zzDcnJyezcuZNvv/2Wn//854waNYrf/OY3uLrar5ldu3aN8PBw4uPjGTlyJBaLhQ0bNpCens7p06dxd3cnICCAp59+mv79+9v0raysZP369aSnp3P27Fm8vLwIDw8nOjqapk2b3tbf6G6mcCkiIiJ3TGFhIdHR0bi5uTF69Ghat27N4cOHSU1NJSsri5SUFEwmk7XeMAzatWuHn58f3377Lc8++ywnT54kLCyM4OBg/vWvf7F48WIOHDjA22+/jYuLi8142dnZlJeXW4Pj22+/zdatW+nbty9PPvkkV69eJS0tjdjYWF577TVGjBhh7Ttnzhy2b9/OkCFDGDt2LMeOHWPdunXs37+fDz74gCZNmtyZH+0uo3ApIiIid8zChQuprKxk5cqVdOrUCYCIiAgCAgJISEhg48aNTJo0yVpvNpsJCQkB4MMPP+TkyZM89dRTTJs2zVrTpUsX3nnnHbZt28bjjz9uM55hGHTp0gVvb28OHTrE1q1bGTp0KG+++aa1JjIykgkTJpCYmMiwYcNo1KgRWVlZbN++ncjISGbOnGmtbdu2LUuWLCEjI4MnnnjidvxEdz3tuRQREZE7orKyktzcXIKCgqzBstbw4cMBOHDggLWtpKSEgoICBgwYAMD//M//0LRpUyZPnmzTNyIighYtWrB582a7MQ3DsIbTffv2ATVh8vs8PDwIDQ3l0qVLHD16FIDz588TEBBARESETW2/fv0AyM/P/2kPfx/RyqWIiEgDkpaWVt9TqNOoUaNuqb+bmxvr16+nurra7tqFCxesNbXMZjMmk4mePXsC8PXXX+Pv788DDzxg09fV1RU/Pz+OHDlCdXW19dX4V199xenTp63hMioqikGDBtG+ffsfHX/YsGEMGzbMru7IkSMAtGnT5qc9/H1E4VJERKQBOXfuXH1P4bapDYGOrF27FoBevXpZ2wzDoHfv3jRu3BiApk2bcvnyZYf9S0tLuXbtGt988w2enp5ATTht3rw5PXr0AGpWKLt06WLX98yZM+zcuZMWLVrYragCWCwWiouL2bNnD0lJSfj5+d1y0L6X6bW4iIiI1Ktt27aRlpaGr6+vNbRZLBb2799vXXUEeOSRR/jqq6/4xz/+YdP/yy+/pKioCICKigpru9lspm/fvjaroT9UVlbGK6+8wrVr15g8eTLu7vbrboZhEBERwTvvvENVVRUzZsygRYsWt/TM9zKFSxEREak36enpzJ07F5PJxPz5862f+MnNzeXy5cs24TI6OhpXV1dmzJjBjh07OHv2LF988QUvv/wyzZs3B/73tXZ5eTk5OTk2/X/om2++ISYmhiNHjhAeHs6YMWMc1j300EPMnz+fV199lbZt2xIbG8tHH33krJ/gnqPX4iIiIlIvUlJSSE5OxsPDg0WLFtGtWzfrNcMw6NChg83exsDAQBYsWMBbb73Fq6++CoDJZOK3v/0tZ86cIS0tzRoys7KyuHbtmt23K2udPn2auLg4Tp06xZAhQ5gzZ47dZ4xqdezYkY4dOwIwZMgQxo8fz9KlS3nsscf0vUsHFC5FREQaEB8fn/qewm1nsViYN28e6enp+Pj4sHjxYjp37mxTYzabrafEv++Xv/wlaWlpHD16FIvFgr+/PyaTialTp+Lr62vdn2kYBgEBAXh5ednd49ChQ8THx1NaWkpUVBSxsbEOP8DuSLNmzRg4cCCpqakUFhby8MMP38QvcG9TuBQREWlA7vWDIlVVVcyaNYvMzEz8/f1JTEy0C9TFxcWcOHGC6dOn27QfOHCAkydPEhERYRPqLl26RF5eHuHh4dY2wzCsnzf6voMHDxITE0NFRQUvvvgiUVFRDuf51ltvsXPnTjZs2GA9IFTrypUrAPqIeh2051JERETumOTkZDIzMwkMDGT58uUOV2rNZjPNmjUjKCjIpj0rK4u3336b/fv3W9uqq6tZunQpFouFCRMmAHDy5EnOnj1r90q8pKSE6dOnU15ezhtvvFFnsISafZYXL15k3bp1Nu2nTp3i888/p3379nTo0OGnPv59QSuXIiIickcUFxezZs0aXFxcCAsLY9euXXY1Xl5eGIZBnz597E5uR0REsHnzZv70pz8xduxYvLy8+OKLLzAMg8mTJ1s/M2Q2m/H09CQwMNCm/4oVKygtLaV79+5UV1eTkZFhN35wcDAtW7ZkzJgx7Nixg9WrV1NUVETPnj0pKipi06ZNuLi4MHv27Dr3aN7vFC5FRETkjsjOzqaqqgqApKQkhzU9evSgoKCAuLg4u2utWrUiOTmZZcuW8X/+z/+hoqKCDh068Je//IUhQ4ZY63bv3k2/fv3s9lHu3bsXgLy8PPLy8hyOv2zZMlq2bEmTJk14//33SUlJ4bPPPmPHjh00b96ckJAQnn32WYcfYpcaLqWlpfafyRcREZHboqSkBG9v7/qehtzlGvK/I+25FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUERGRO6qgoICXX36ZoUOHEhISwqhRo1i0aBFlZWV2tTk5OQQHB3PmzBm7a99++y0jRoxg+fLlDscpLy8nOTmZiIgIBg4cyOjRo1m7di1VVVUO67/++muCg4PZv3+/tf+yZcuIjIwkJCSEwYMHExcXR15enl3fy5cvk5SURGRkpHWsVatWYbFYfspPc09wr+8JiIiIyP2jsLCQ6Oho3NzcGD16NK1bt+bw4cOkpqaSlZVFSkoKJpPJWm8YBu3atcPPz8/mPuXl5cTHx3Pu3DmH43z33Xe8/PLL7N69m1//+tcEBgayd+9e3n33XU6dOsWrr75q18dsNtO0aVOCgoKorq5m+vTp7N27l8GDBzNu3DguXrzIpk2bmDJlComJiQQHBwNgsViIi4vj8OHDjBw5kq5du3Lo0CHee+89Dh48yOLFi534CzZ8CpciIiJyxyxcuJDKykpWrlxJp06dAIiIiCAgIICEhAQ2btzIpEmTrPVms5mQkBCbexw7doxZs2Zx7NixOsf5/PPPMQyDP/zhDzz99NMAPPnkk7z11lts3ryZkSNH0r17d5s+hmHQp08fGjVqxKeffsrevXt55plneP755601I0eOZNy4cSQkJLBhwwYAMjIyyM3NZdq0aTz11FPWZ/Lw8CA1NZV9+/ZZg+j9QK/FRURE5I6orKwkNzeXoKAga7CsNXz4cAAOHDhgbSspKaGgoIABAwZY21atWsXEiRMpKSlh/PjxdY71ySef0KhRI8aMGWPTXhv+0tPT7eaWlZVlHWvfvn0AREZG2tT5+vry6KOPcuLECUpLSwEoKyvD39+fUaNG2dT27dsXgCNHjtQ5z3uRVi5FREQakA1P/K2+p1CnsVsm3FJ/Nzc31q9fT3V1td21CxcuWGtqmc1mTCYTPXv2tLbl5+czYsQIpk6dSmFhIevWrXM4Vl5eHp06dbJ5xQ7g5+fHgw8+yD/+8Q+b9pycHK5cuUL//v0BeOGFFxg9ejQ+Pj51ztXVtWaNbty4cYwbN86uLj8/H4A2bdo4nOO9SuFSRESkASnOKarvKdw2rq6udnsna61duxaAXr16WdsMw6B37940btzY2jZnzhzr/xcWFjq8V3l5OZcuXbIJpd/n4+PD2bNnbdrMZjP+/v74+voC4Onpiaenp13fgwcPkpeXR+fOnWnevLnd9YqKCoqKiti5cycrV64kMDCQsLAwh/O4VylcioiISL3atm0baWlp+Pr6Wl8tWywW9u/fz7Rp02xqvx8061J76rxp06YOrz/wwANcvXrVps0wDEJDQ69733PnzjF79mwApkyZ4rBmy5YtJCQkAPDggw8yc+ZMGjVq9KNzvpdoz6WIiIjUm/T0dObOnYvJZGL+/PnWQJibm8vly5ftDvPciNrX7o5ev9e2f//1+5kzZygsLLzuWGfPnuW5556jqKiIiRMn1hlEu3fvzoIFC4iPj6dx48ZER0eza9eun/wMdzOtXIqIiEi9SElJITk5GQ8PDxYtWkS3bt2s1wzDoEOHDje1X7E2oJaXlzu8Xl5eTrNmzWzG8vDw4JFHHnFY/+WXX/LSSy9x/vx5JkyYQExMTJ1jBwYGWv87NDSUqKgoFi5cyMCBA3/yc9ytFC5FREQakNY97/3DHxaLhXnz5pGeno6Pjw+LFy+mc+fONjVms9nmlPhP0axZMzw9Pev8Bua5c+dsQqthGAQHB+Pubh+LvvjiC1577TUqKiqIiYlh4sSJNzyP2pPlu3btorS01OEeznuRwqWIiEgDcqsnshu6qqoqZs2aRWZmJv7+/iQmJtqdyC4uLubEiRNMnz79pscJDAwkKyuL8vJyHnjgAWv7mTNnKC0tZdiwYUDNAZzs7GyHY2VmZvKnP/0JNzc35s2bx+DBgx2OFRcXx/Hjx9m0aZNdQL1y5Qqurq43tFf0XqE9lyIiInLHJCcnk5mZSWBgIMuXL3f4qR+z2UyzZs0ICgq66XEee+wxKioqrB86r/XXv/4VgBEjRgA139WsqKiwfoKo1tGjR3n99ddxd3dnyZIldQZLqPnUUFFRER9//LFNe05ODjk5OfTp06fOw0X3Iq1cioiIyB1RXFzMmjVrcHFxISwszOFBFy8vL+tfynH0mvpGDR06lLS0NN577z3Onj1Lt27d2LNnD59//jm/+c1v6Nq1K1ATZLt06UKrVq1s+r/77rtUVFQwYMAAzp07R0ZGht0YYWFhmEwmJk+ejGEYLFiwgPz8fLp27crx48fZvHkznp6ezJgx46af426kcCkiIiJ3RHZ2NlVVVQAkJSU5rOnRowcFBQXExcXd0lguLi4kJCTwwQcfsH37dj755BPatm1LXFwcY8eOtdbt3r2b8PBwm74Wi8X6l4LMZjNms9nhGFu2bMFkMuHl5cWHH35IcnIyu3btIi0tjZYtW/L4448zefJkvL29b+lZ7jYupaWljs/pi4iIiNOVlJTcd2FDnK8h/zvSnksRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxEREbmjCgoKePnllxk6dCghISGMGjWKRYsWUVZWZlebk5NDcHAwZ86csbv27bffMmLECJYvX37d8d555x1GjRp13Zq5c+cyZcoUm3H/+Mc/MnjwYAYMGEBkZCTLly/n2rVrdn0PHDjA888/T3h4OIMHD+all17iyJEj1x3vXuZe3xMQERGR+0dhYSHR0dG4ubkxevRoWrduzeHDh0lNTSUrK4uUlBRMJpO13jAM2rVrh5+fn819ysvLiY+P59y5c9cdLzU1lY0bN9KmTZvr1u3Zs4ff/OY3QE1Y/MMf/oCXlxfjx4+nRYsW7Nu3jxUrVnDo0CHeffddXF1r1ufMZjMvvfQS7dq143e/+x3fffcd/+f//B+io6N57733+I//+I+b+ZnuagqXIiIicscsXLiQyspKVq5cSadOnQCIiIggICCAhIQENm7cyKRJk6z1ZrOZkJAQm3scO3aMWbNmcezYsTrHKS8v591332Xjxo0/Oqf8/HxKSkqs48ybN49mzZqxevVqWrVqBcDo0aNZvHgxf//738nMzCQ8PByoWRX18vIiJSWFn/3sZwAMGTKE3/zmN/zXf/0XH3zwwU/4de4Nei0uIiIid0RlZSW5ubkEBQVZg2Wt4cOHAzWrhrVKSkooKChgwIAB1rZVq1YxceJESkpKGD9+vMNxjh49SkREBBs3buTJJ5/Ex8fnuvMyDANvb2+6dOnC119/zalTpwgNDbUGy1qPP/44UPPKHODf//43P//5z3niiSeswRLA19eXX/ziF/ftq3GtXIqIiDQgQ9Kv/5q3Pn024voh7ce4ubmxfv16qqur7a5duHDBWlPLbDZjMpno2bOntS0/P58RI0YwdepUCgsLWbdund29zpw5g7e3N3PmzKFPnz4/ut/SMAz69+8PQMuWLdm4cSNNmjSxqzt//jyA9ZV4q1at+K//+i+7usuXL/PVV1/Rtm3b6457r1K4FBERaUD2l1TW9xRuG1dXV7u9k7XWrl0LQK9evaxthmHQu3dvGjdubG2bM2eO9f8LCwsd3iskJISwsLAbmtOlS5fIy8uzroK6u7vTrl07h7V/+9vf7Ob4fefPn+fo0aN88MEHXLlyhd///vc3NId7jcKliIiI1Ktt27aRlpaGr6+vdZXRYrGwf/9+pk2bZlP7/aBZlxupqbVnzx5cXFwIDg6+bl1KSgr79u0jICCAQYMGOawZO3Ysly5dAmr2aP7yl7+84XncSxQuRUREpN6kp6fzl7/8BZPJxPz582natCkAubm5XL582e4wj7MZhsF//Md/0KxZszprUlJSSE5OxsvLi7feesv6Wvz7vvvuO+Li4njggQfYtWsXGzdu5NixYyQlJeHufn/FrfvraUVERKTBqA1tHh4eLFq0iG7dulmvGYZBhw4dfvQTQreiurqaPXv2MGHCBIfXLRYLCxYsYPPmzfj4+LB06dI6X+u7urpaD/wMHjwYT09P1q1bx3//938zYsSI2/YMDZHCpYiISAPSx7tRfU/htrNYLMybN4/09HR8fHxYvHgxnTt3tqkxm802p8Rvh3/+859cuHDB4erolStXeOWVV9i9ezcdO3YkMTGR1q1b3/C9H3vsMdatW8c///lPhUsRERGpP7d6Iruhq6qqYtasWWRmZuLv709iYqLdp4KKi4s5ceIE06dPv61zMQyD1q1b230W6erVq/zxj3/k4MGD9O7dm3feeQcPDw+7/rt37+att95iwoQJjB071ubalStXAByeOr/X6TuXIiIicsckJyeTmZlJYGAgy5cvd/gNSrPZTLNmzQgKCrqtc/n+J4i+7y9/+QsHDx5k4MCBLFmyxGGwBPD39+ff//43qampXL161dpeVVXF6tWrAW741Pq9RCuXIiIickcUFxezZs0aXFxcCAsLY9euXXY1Xl5eGIZBnz59butBmNLSUr788kueeeYZm/ZDhw6xfft2GjVqRP/+/dmxY4ddXz8/Px555BG8vb15/vnneffdd/nd737Hr3/9a6qrq9m+fTv//Oc/mTBhAo888shte4aGSuFSRERE7ojs7GyqqqoASEpKcljTo0cPCgoKiIuLu61z2bNnD25ubvTp08emfd++fUDNXxN65513HPZ9/PHHraFx4sSJtG3blr/97W8sW7YMFxcX/P39mTt3LsOGDbutz9BQuZSWltp/Jl9ERERui5KSEry9vet7GnKXa8j/jrTnUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkRERO6ogoICXn75ZYYOHUpISAijRo1i0aJFlJWV2dXm5OQQHBzMmTNn7K59++23jBgxguXLlzscp6ioiDlz5jB8+HD69+/P8OHDmTt3LiUlJQ7rv/76a4KDg9m/fz8A5eXlLFu2jMjISEJCQhg8eDBxcXHk5eXZ9b18+TJJSUlERkYycOBARo8ezapVq7BYLD/lp7knuNf3BEREROT+UVhYSHR0NG5ubowePZrWrVtz+PBhUlNTycrKIiUlBZPJZK03DIN27drh5+dnc5/y8nLi4+M5d+6cw3EuXrxIdHQ03377LU8++SS/+MUvOHbsGFu2bGHv3r2sWrWKVq1a2fQxm800bdqUoKAgqqurmT59Onv37mXw4MGMGzeOixcvsmnTJqZMmUJiYiLBwcEAWCwW4uLiOHz4MCNHjqRr164cOnSI9957j4MHD7J48WIn/4oNm8KliIiI3DELFy6ksrKSlStX0qlTJwAiIiIICAggISGBjRs3MmnSJGu92WwmJCTE5h7Hjh1j1qxZHDt2rM5x3n//ff7973+zZMkS+vfvb23v27cv8fHxrFy5khkzZtj0MQyDPn360KhRIz799FP27t3LM888w/PPP2+tGTlyJOPGjSMhIYENGzYAkJGRQW5uLtOmTeOpp56yPpOHhwepqans27fPGkTvB3otLiIiIndEZWUlubm5BAUFWYNlreHDhwNw4MABa1tJSQkFBQUMGDDA2rZq1SomTpxISUkJ48ePr3OsvXv34ufnZxMsAQYNGoSHh4fNOLVzy8rKso61b98+ACIjI23qfH19efTRRzlx4gSlpaUAlJWV4e/vz6hRo2xq+/btC8CRI0fqnOe9SCuXIiIiDYjpz8//eFE9uTr7vVvq7+bmxvr166murra7duHCBWtNLbPZjMlkomfPnta2/Px8RowYwdSpUyksLGTdunUOx0pOTubKlSv2z3D1KlevXsXV1XZ9LScnhytXrljD6AsvvMDo0aPx8fGpc6619xg3bhzjxo2zq8vPzwegTZs2Dud4r1K4FBERaUDcjn1Z31O4bVxdXe32TtZau3YtAL169bK2GYZB7969ady4sbVtzpw51v8vLCyscyxfX1+H7X//+9+pqqqid+/eNu1msxl/f39rP09PTzw9Pe36Hzx4kLy8PDp37kzz5s3trldUVFBUVMTOnTtZuXIlgYGBhIWF1TnPe5HCpYiIiNSrbdu2kZaWhq+vr/XVssViYf/+/UybNs2m9vtB86fav38/KSkpNGvWjAkTJthcMwyD0NDQ6/Y/d+4cs2fPBmDKlCkOa7Zs2UJCQgIADz74IDNnzqRRo0Y3Pee7kfZcioiISL1JT09n7ty5mEwm5s+fT9OmTQHIzc3l8uXLdod5btaePXt46aWX+O6775gzZ47NyuaZM2coLCy87lhnz57lueeeo6ioiIkTJ9YZRLt3786CBQuIj4+ncePGREdHs2vXLqc8w91CK5ciIiJSL1JSUkhOTsbDw4NFixbRrVs36zXDMOjQoYNT9itu3bqVt99+GxcXF958800GDRpkc90wDDw8PHjkkUcc9v/yyy956aWXOH/+PBMmTCAmJqbOsQIDA63/HRoaSlRUFAsXLmTgwIG3/Bx3C4VLERGRBqSqU7cfL7rLWSwW5s2bR3p6Oj4+PixevJjOnTvb1JjNZptT4jdr2bJlfPjhh3h4eDB//nz69OljV2MYBsHBwbi728eiL774gtdee42KigpiYmKYOHHiDY9de7J8165dlJaWOtzDeS9SuBQREWlAbvVEdkNXVVXFrFmzyMzMxN/fn8TERLsT2cXFxZw4cYLp06ff0liLFi1i/fr1tG7dmsWLF9t9/ghqDuBkZ2c7HCszM5M//elPuLm5MW/ePAYPHuxwnLi4OI4fP86mTZvsAuqVK1dwdXW9pb2idxvtuRQREZE7Jjk5mczMTAIDA1m+fLnDT/2YzWaaNWtGUFDQTY+zefNm1q9fz0MPPcSKFSscBkuo+a5mRUWF3fcwjx49yuuvv467uztLliypM1hCzaeGioqK+Pjjj23ac3JyyMnJoU+fPta9pPcDrVyKiIjIHVFcXMyaNWtwcXEhLCzM4UEXLy8v61/KcfSa+kZcvXqVpKQkAMLCwsjOzrarMZlMhIWFYTab6dKli92fgnz33XepqKhgwIABnDt3joyMDLt7hIWFYTKZmDx5MoZhsGDBAvLz8+natSvHjx9n8+bNeHp62v0loHudwqWIiIjcEdnZ2VRVVQFYw98P9ejRg4KCAuLi4m56nH/+859cunQJ+N/vZ/5QmzZtCAsLY/fu3YSHh9tcs1gs1r/gYzabMZvNDu+xZcsWTCYTXl5efPjhhyQnJ7Nr1y7S0tJo2bIljz/+OJMnT8bb2/umn+Vu5FJaWmr/mXwRERG5LUpKSu67sCHO15D/HWnPpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiI3FEFBQW8/PLLDB06lJCQEEaNGsWiRYsoKyuzq83JySE4OJgzZ87YXfv2228ZMWIEy5cvdzjOhQsXePvttxk1ahQDBw5k/PjxbNq0ierqaof1X3/9NcHBwezfvx+A8vJyli1bRmRkJCEhIQwePJi4uDjy8vLs+l6+fJmkpCQiIyMZOHAgo0ePZtWqVVgslp/y09wT3Ot7AiIiInL/KCwsJDo6Gjc3N0aPHk3r1q05fPgwqampZGVlkZKSgslkstYbhkG7du3w8/OzuU95eTnx8fGcO3fO4ThlZWVMnTqV4uJiRo8ezUMPPcTu3buZP38+x44dY8aMGXZ9zGYzTZs2JSgoiOrqaqZPn87evXsZPHgw48aN4+LFi2zatIkpU6aQmJhIcHAwABaLhbi4OA4fPszIkSPp2rUrhw4d4r333uPgwYMsXrzYib9gw6dwKSIiInfMwoULqaysZOXKlXTq1AmAiIgIAgICSEhIYOPGjUyaNMlabzabCQkJsbnHsWPHmDVrFseOHatznHXr1lFYWMhf/vIXhgwZAkBkZCQvvfQSmzZtIioqinbt2tn0MQyDPn360KhRIz799FP27t3LM888w/PPP2+tGTlyJOPGjSMhIYENGzYAkJGRQW5uLtOmTeOpp56yPpOHhwepqans27fPGkTvB3otLiIiIndEZWUlubm5BAUFWYNlreHDhwNw4MABa1tJSQkFBQUMGDDA2rZq1SomTpxISUkJ48ePr3Osa9eu0a1bNwYPHmzT3rdvX6qrq8nPz7ebW1ZWlnWsffv2ATWB9Pt8fX159NFHOXHiBKWlpUDNKqm/vz+jRo2yGwvgyJEjdc7zXqSVSxERkQbkalZsfU+hTqbeibfU383NjfXr1zvc83jhwgVrTS2z2YzJZKJnz57Wtvz8fEaMGMHUqVMpLCxk3bp1DseaNm2aw/baUNm2bVub9pycHK5cuUL//v0BeOGFFxg9ejQ+Pj51ztXVtWaNbty4cYwbN67Osdq0aeNwLvcqhUsREZEG5LtL9+4ql6urq93eyVpr164FoFevXtY2wzDo3bs3jRs3trbNmTPH+v+FhYU3NO7Vq1c5c+YM27Zt4+OPPyY0NJTAwECbGrPZjL+/P76+vgB4enri6elpd6+DBw+Sl5dH586dad68ud31iooKioqK2LlzJytXriQwMJCwsLAbmue9QuFSRERE6tW2bdtIS0vD19fX+mrZYrGwf/9+uxXI7wfNG/X+++/z97//HYCf//znxMbG2tUYhkFoaOh173Pu3Dlmz54NwJQpUxzWbNmyhYSEBAAefPBBZs6cSaNGjX7ynO9m2nMpIiIi9SY9PZ25c+diMpmYP38+TZs2BSA3N5fLly/bHea5Gb/85S9ZuHAhf/jDH/jmm2+YOHEiX375pfX6mTNnKCwsvO5YZ8+e5bnnnqOoqIiJEyfWGUS7d+/OggULiI+Pp3HjxkRHR7Nr165bfoa7iVYuRUREpF6kpKSQnJyMh4cHixYtolu3btZrhmHQoUMHp+xX7NOnDwCDBg2iX79+PPPMMyxdupRly5ZZx/Lw8OCRRx5x2P/LL7/kpZde4vz580yYMIGYmJg6x/r+6/bQ0FCioqJYuHAhAwcOvOXnuFsoXIqIiDQgrs0D6nsKt53FYmHevHmkp6fj4+PD4sWL6dy5s02N2Wy2OSXuLF27dqVDhw7885//tLYZhkFwcDDu7vax6IsvvuC1116joqKCmJgYJk6ceMNj1Z4s37VrF6WlpQ73cN6LFC5FREQakFs9kd3QVVVVMWvWLDIzM/H39ycxMdHuRHZxcTEnTpxg+vTpNzVGdXU1kyZNonHjxqxcudLu+uXLl2nSpAlQcwAnOzvb4ViZmZn86U9/ws3NjXnz5tl91qhWXFwcx48fZ9OmTXYB9cqVK7i6ut7UXtG7lfZcioiIyB2TnJxMZmYmgYGBLF++3OGnfsxmM82aNSMoKOimxnBxccHb25u8vDz27Nljc+2///u/KSoqsp7gPnDgABUVFdZPENU6evQor7/+Ou7u7ixZsqTOYAk1nxoqKiri448/tmnPyckhJyeHPn36WPeS3g+0cikiIiJ3RHFxMWvWrMHFxYWwsDCHB128vLysfynH0WvqGxUbG8vhw4eZOXMmkZGRPPTQQ/zjH//gk08+oX379jz33HNATZDt0qULrVq1sun/7rvvUlFRwYABAzh37hwZGRl2Y4SFhWEymZg8eTKGYbBgwQLy8/Pp2rUrx48fZ/PmzXh6ejr8U5P3MoVLERERuSOys7OpqqoCICkpyWFNjx49KCgoIC4u7pbGat++PatXr+b9998nPT2db7/9Fl9fX8aPH8/vfvc7PDw8ANi9ezfh4eE2fS0Wi/UvBZnNZsxms8MxtmzZgslkwsvLiw8//JDk5GR27dpFWloaLVu25PHHH2fy5Ml4e3vf0rPcbVxKS0vtP5MvIiIit0VJScl9FzbE+RryvyPtuRQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERkTuqoKCAl19+maFDhxISEsKoUaNYtGgRZWVldrU5OTkEBwdz5swZu2vffvstI0aMYPny5Tc07qxZswgODubs2bMOr3/99dcEBwezf/9+AMrLy1m2bBmRkZGEhIQwePBg4uLiyMvLs+t7+fJlkpKSiIyMZODAgYwePZpVq1ZhsVhuaG73Evf6noCIiIjcPwoLC4mOjsbNzY3Ro0fTunVrDh8+TGpqKllZWaSkpGAymaz1hmHQrl07/Pz8bO5TXl5OfHw8586du6Fxt23bxvbt269bYzabadq0KUFBQVRXVzN9+nT27t3L4MGDGTduHBcvXmTTpk1MmTKFxMREgoODAbBYLMTFxXH48GFGjhxJ165dOXToEO+99x4HDx5k8eLFP/FXurspXIqIiMgds3DhQiorK1m5ciWdOnUCICIigoCAABISEti4cSOTJk2y1pvNZkJCQmzucezYMWbNmsWxY8duaMyzZ8+yYMECGjduzLVr1+qsMwyDPn360KhRIz799FP27t3LM888w/PPP2+tGTlyJOPGjSMhIYENGzYAkJGRQW5uLtOmTeOpp56yPpOHhwepqans27fPGkTvB3otLiIiIndEZWUlubm5BAUFWYNlreHDhwNw4MABa1tJSQkFBQUMGDDA2rZq1SomTpxISUkJ48eP/9Exq6qqeP3113nooYf4z//8z+vOLSsryzrWvn37AIiMjLSp8/X15dFHH+XEiROUlpYCUFZWhr+/P6NGjbKp7du3LwBHjhz50XneS7RyKSIi0oAs/+TP9T2FOk15fPYt9Xdzc2P9+vVUV1fbXbtw4YK1ppbZbMZkMtGzZ09rW35+PiNGjGDq1KkUFhaybt266465atUqjhw5wurVq1mzZk2ddTk5OVy5coX+/fsD8MILLzB69Gh8fHzqnKura80a3bhx4xg3bpxdXX5+PgBt2rS57hzvNQqXIiIiDcjpkht71Xs3cnV1tds7WWvt2rUA9OrVy9pmGAa9e/emcePG1rY5c+ZY/7+wsPC64+Xl5bFixQpiY2Pp2LHjdWvNZjP+/v74+voC4Onpiaenp13dwYMHycvLo3PnzjRv3tzuekVFBUVFRezcuZOVK1cSGBhIWFjYdce+1yhcioiISL3atm0baWlp+Pr6Wl8tWywW9u/fz7Rp02xqvx80r+fKlSu8/vrr9OrVizFjxvxovWEYhIaGXrfm3LlzzJ5ds3o7ZcoUhzVbtmwhISEBgAcffJCZM2fSqFGjG5rzvUJ7LkVERKTepKenM3fuXEwmE/Pnz6dp06YA5ObmcvnyZbvDPDcqISGBb775htmzZ+Pi4nLd2jNnzlBYWHjdsc6ePctzzz1HUVEREydOrDOIdu/enQULFhAfH0/jxo2Jjo5m165dN/UMdyutXIqIiEi9SElJITk5GQ8PDxYtWkS3bt2s1wzDoEOHDje1X/F//ud/+Pjjj5kxYwaNGze2HryprKwEar6PWVpaan3tbRgGHh4ePPLIIw7v9+WXX/LSSy9x/vx5JkyYQExMTJ1jBwYGWv87NDSUqKgoFi5cyMCBA3/yc9ytFC5FREQakJ97d/rxorucxWJh3rx5pKen4+Pjw+LFi+ncubNNjdlstjkl/lP83//7fwF45513eOedd+yu137qqPZEuGEYBAcH4+5uH4u++OILXnvtNSoqKoiJiWHixIk3PI/ak+W7du2yCbP3OoVLERGRBuRWT2Q3dFVVVcyaNYvMzEz8/f1JTEy0O5FdXFzMiRMnmD59+k2NMWnSJH71q1/Zta9Zs4a9e/fy5z//GS8vL6DmAE52drbDsTIzM/nTn/6Em5sb8+bNY/DgwQ7Hi4uL4/jx42zatMkuoF65cgVXV9cb3it6L1C4FBERkTsmOTmZzMxMAgMDWbp0KR4eHnY1ZrOZZs2aERQUdFNjdOzY0eHp8IyMDAAeeeQR2rZtC9R8V7OiosL6CaJaR48e5fXXX8fd3Z3ExESbU+w/1KZNG8xmMx9//DFPPvmktT0nJ4ecnBz69Olj3Ut6P1C4FBERkTuiuLiYNWvW4OLiQlhYmMODLl5eXta/lOPoNbWzmc1munTpQqtWrWza3333XSoqKhgwYADnzp2zBtPvCwsLw2QyMXnyZAzDYMGCBeTn59O1a1eOHz/O5s2b8fT0ZMaMGbf9ORoShUsRERG5I7Kzs6mqqgIgKSnJYU2PHj0oKCggLi7ujsxp9+7dhIeH27RZLBbrXwoym82YzWaHfbds2YLJZMLLy4sPP/yQ5ORkdu3aRVpaGi1btuTxxx9n8uTJeHt73/bnaEhcSktL7T+TLyIiIrdFSUnJfRc2xPka8r8jfedSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJzGvb4nICIiIveXgoICVqxYwYEDBygrK8Pb25vQ0FCmTJmCh4eHTW1OTg5Tp05l8+bN+Pn52Vz79ttvGTduHCNHjmTKlCl246SkpJCcnOxwDpMnT7br8/XXX/PrX/+apKQk+vTpQ3l5OR9++CE7duygqKgIk8nEI488QnR0NN27d7fpe/nyZVatWkVmZibnzp3D19eXESNGMHHiRNzd76+4dX89rYiIiNSrwsJCoqOjcXNzY/To0bRu3ZrDhw+TmppKVlYWKSkpmEwma71hGLRr184uWJaXlxMfH8+5c+fqHKugoACTycTLL79sd83f39+uzWw207RpU4KCgqiurmb69Ons3buXwYMHM27cOC5evMimTZuYMmUKiYmJBAcHA2CxWIiLi+Pw4cOMHDmSrl27cujQId577z0OHjzI4sWLb/bnuispXIqIiMgds3DhQiorK1m5ciWdOnUCICIigoCAABISEti4cSOTJk2y1pvNZkJCQmzucezYMWbNmsWxY8euO9bRo0fp2LEjv/rVr25oboZh0KdPHxo1asSnn37K3r17eeaZZ3j++eetNSNHjmTcuHEkJCSwYcMGADIyMsjNzWXatGk89dRT1mfy8PAgNTWVffv2WYPo/UB7LkVEROSOqKysJDc3l6CgIGuwrDV8+HAADhw4YG0rKSmhoKCAAQMGWNtWrVrFxIkTKSkpYfz48XWOVV5ezldffUXHjh1veG5ZWVnWsfbt2wdAZGSkTZ2vry+PPvooJ06coLS0FICysjL8/f0ZNWqUTW3fvn0BOHLkyA3N4V6hlUsREZEGJC0trb6nUKcfhqefys3NjfXr11NdXW137cKFC9aaWmazGZPJRM+ePa1t+fn5jBgxgqlTp1JYWMi6descjnXs2DG+++47a4itqKjAzc2tzv2POTk5XLlyhf79+wPwwgsvMHr0aHx8fOqcq6trzRrduHHjGDdunF1dfn4+AG3atHE45r1K4VJERKQBud4ewrudq6ur3d7JWmvXrgWgV69e1jbDMOjduzeNGze2ts2ZM8f6/4WFhXWOdfToUaAm4I0ZM4bCwkJcXV0JCgoiNjaWrl272tSbzWb8/f3x9fUFwNPTE09PT7v7Hjx4kLy8PDp37kzz5s3trldUVFBUVMTOnTtZuXIlgYGBhIWF1TnPe5HCpYiIiNSrbdu2kZaWhq+vr3V11GKxsH//fqZNm2ZT+/2geT214TI3N5fx48fTpk0b/vWvf/G3v/2NZ599lvfff59u3bpZ6w3DIDQ09Lr3PHfuHLNnzwZweDodYMuWLSQkJADw4IMPMnPmTBo1anRDc75XaM+liIiI1Jv09HTmzp2LyWRi/vz5NG3aFKgJhZcvX7Y7zHOj+vXrxzPPPMPq1asZO3YsgwYNYvLkySQlJVFZWcmiRYustWfOnKGwsPC6Y509e5bnnnuOoqIiJk6cWGcQ7d69OwsWLCA+Pp7GjRsTHR3Nrl27buoZ7lZauRQREZF6UfsdSg8PDxYtWmS3ktihQ4eb3q84cOBABg4caNferVs3evTowcGDB7l8+TLNmjXDMAw8PDx45JFHHN7ryy+/5KWXXuL8+fNMmDCBmJiYOscNDAy0/ndoaChRUVEsXLjQ4VzuVQqXIiIiDYijAyT3GovFwrx580hPT8fHx4fFixfTuXNnmxqz2WxzStyZvLy8qK6u5urVq9ZwGRwc7PCwzxdffMFrr71GRUUFMTExTJw48YbHqT1ZvmvXLkpLSx3u4bwXKVyKiIg0ILd6Iruhq6qqYtasWWRmZuLv709iYqJdoC4uLubEiRNMnz79psaorq7mt7/9LVDz6aIfOnHiBM2aNePBBx+koqKC7Oxsh2NlZmbypz/9CTc3N+bNm8fgwYMdjhcXF8fx48fZtGmTXUC9cuUKrq6uN7xX9F6gPZciIiJyxyQnJ5OZmUlgYCDLly93uFJrNptp1qwZQUFBNzWGi4sLLVq04Msvv+SLL76wufbJJ59w4sQJfvWrX+Hm5saBAweoqKiwfoKo1tGjR3n99ddxd3dnyZIldQZLqPnUUFFRER9//LFNe05ODjk5OfTp08e6l/R+oJVLERERuSOKi4tZs2YNLi4uhIWFOTzo4uXlZf1LObfyN7n/+Mc/kpeXx6xZs3jyySf5xS9+wT/+8Q8++eQTOnbsyHPPPQfUBNkuXbrQqlUrm/7vvvsuFRUVDBgwgHPnzpGRkWE3RlhYGCaTicmTJ2MYBgsWLCA/P5+uXbty/PhxNm/ejKenJzNmzLjp57gbKVyKiIjIHZGdnU1VVRUASUlJDmt69OhBQUEBcXFxtzRWx44dWb16NcnJyXz66ad8++23eHt7M378eH7729/ys5/9DIDdu3cTHh5u09disVj/UpDZbMZsNjscY8uWLZhMJry8vPjwww9JTk5m165dpKWl0bJlSx5//HEmT56Mt7f3LT3L3caltLTU/jP5IiIicluUlJTcd2FDnK8h/zvSnksRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERG5owoKCnj55ZcZOnQoISEhjBo1ikWLFlFWVmZXm5OTQ3BwMGfOnLG79u233zJixAiWL19e51j//d//ze9+9zsGDRrEY489xowZMygsLHRY+/XXXxMcHMz+/fsBKC8vZ9myZURGRhISEsLgwYOJi4sjLy/Pru/ly5dJSkoiMjKSgQMHMnr0aFatWoXFYrnRn+We4V7fExAREZH7R2FhIdHR0bi5uTF69Ghat27N4cOHSU1NJSsri5SUFEwmk7XeMAzatWuHn5+fzX3Ky8uJj4/n3LlzdY6VnJxMSkoKPXv2JCYmhn//+99s2LCB6Oho/vrXv9K2bVuberPZTNOmTQkKCqK6uprp06ezd+9eBg8ezLhx47h48SKbNm1iypQpJCYmEhwcDIDFYiEuLo7Dhw8zcuRIunbtyqFDh3jvvfc4ePAgixcvduIv2PApXIqIiMgds3DhQiorK1m5ciWdOnUCICIigoCAABISEti4cSOTJk2y1pvNZkJCQmzucezYMWbNmsWxY8fqHOfIkSN8+OGHDBw4kHfeeQc3NzcAgoOD+f3vf8/q1at55ZVXbPoYhkGfPn1o1KgRn376KXv37uWZZ57h+eeft9aMHDmScePGkZCQwIYNGwDIyMggNzeXadOm8dRTT1mfycPDg9TUVPbt22cNovcDvRYXERGRO6KyspLc3FyCgoKswbLW8OHDAThw4IC1raSkhIKCAgYMGGBtW7VqFRMnTqSkpITx48fXOdbmzZv57rvveOmll6zBEuDRRx9lypQpBAYG2s0tKyvLOta+ffsAiIyMtKnz9fXl0Ucf5cSJE5SWlgJQVlaGv78/o0aNsqnt27cvUBN07ydauRQREWlANjzxt/qeQp3GbplwS/3d3NxYv3491dXVdtcuXLhgrallNpsxmUz07NnT2pafn8+IESOYOnUqhYWFrFu3zuFYWVlZdOrUyfrqu7Kyku+++44mTZowefJku/qcnByuXLlC//79AXjhhRcYPXo0Pj4+dc7V1bVmjW7cuHGMGzfOri4/Px+ANm3aOJzjvUrhUkREpAEpzimq7yncNq6urnZ7J2utXbsWgF69elnbDMOgd+/eNG7c2No2Z84c6//XdTCnsrKSM2fOMGDAAA4cOMB//dd/8Y9//AOA7t27ExsbS48ePWz6mM1m/P398fX1BcDT0xNPT0+7ex88eJC8vDw6d+5M8+bN7a5XVFRQVFTEzp07WblyJYGBgYSFhdXxi9yb9FpcRERE6tW2bdtIS0vD19fX+mrZYrGwf/9+u/2W3w+adSkrK+O7777j5MmTxMTE8PDDD/P222/zwgsvUFhYyHPPPWcNm7UMw7Ab64fOnTvH7NmzAZgyZYrDmi1btjBmzBjee+89fvaznzFz5kwaNWr0o3O+lyhcioiISL1JT09n7ty5mEwm5s+fT9OmTQHIzc3l8uXLPxr4HLl27RoAp0+f5rnnnmP69On853/+JxMnTiQpKYmqqioSExOt9WfOnKGwsPC6Y509e5bnnnuOoqIiJk6cSGhoqMO67t27s2DBAuLj42ncuDHR0dHs2rXrJz/D3UyvxUVERKRepKSkkJycjIeHB4sWLaJbt27Wa4Zh0KFDh5var1j7KaPazx19X9euXenRowcHDx7k6tWrmEwmDMPAw8ODRx55xOH9vvzyS1566SXOnz/PhAkTiImJqXPs7x8UCg0NJSoqioULFzJw4MCf/Bx3K4VLERGRBqR1z3v/8IfFYmHevHmkp6fj4+PD4sWL6dy5s02N2Wy2OSX+U/zsZz+jWbNmuLu706RJE7vrLVu2pLq6msuXL1vDZXBwMO7u9rHoiy++4LXXXqOiooKYmBgmTpx4w/OoPVm+a9cuSktLHe7hvBcpXIqIiDQgt3oiu6Grqqpi1qxZZGZm4u/vT2Jiot2J7OLiYk6cOMH06dNvagwXFxe6detGVlYW586ds7v/V199hclkwsvLi4qKCrKzsx2OlZmZyZ/+9Cfc3NyYN28egwcPdjheXFwcx48fZ9OmTXYB9cqVK7i6ut7QXtF7hfZcioiIyB2TnJxMZmYmgYGBLF++3OGnfsxmM82aNSMoKOimx/n1r39NdXU1ycnJNu27d+8mPz+fwYMH4+rqyoEDB6ioqLB+gqjW0aNHef3113F3d2fJkiV1Bkuo+dRQUVERH3/8sU17Tk4OOTk59OnTx7qX9H6glUsRERG5I4qLi1mzZg0uLi6EhYU5POji5eVl/Us5jl5T36jHHnuMnTt38vHH/5+9e4+rusr3P/7iZrN1j5KKaHQsFS+JOngBJxmEOVqeyvACp2TERgcGwzEmDl6m8jLqHGcMELS0UDHn2Mn0xFGTYqyGYz/a21AEvBxHFGSoBIQCSiF2YPz+8OE+s9sbu+0E8f38y9b6rL3Wd8cf78f3u9Z3H+CTTz5h4sSJfPTRR/zXf/0XXl5e1l/dMZlMDBkyhN69e9uM37hxIxaLhaCgIKqrq8nOzrabIzQ0FIPBQExMDGazmaSkJIqLixk6dCjnz59n7969eHp6smTJku98HTcjhUsRERG5IY4dO8aVK1cA2LRpk8OakSNHUlJSQkJCwvee79///d/Zs2cP+/fvZ/369RiNRu677z7i4uKsYfLw4cNMnjzZZlxLS4v1l4JMJhMmk8nh5+/bt8/6eP2ll14iPT2d3Nxc9u/fT69evXjooYeIiYnBy8vre1/LzcSlvr7e/jX5IiIi8oOoqam55cKGOF9H/jvSnksRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRr39l6AiIiI3FpKSkrYtm0bBQUFXL58GS8vL0JCQoiNjcVoNNrUFhYWMn/+fPbu3YuPj49N36VLl4iMjCQsLIzY2FibvsDAwK9dx5EjR2z+++LFizz88MNs2rSJgIAAmpqaeOmll3jnnXeorKzEYDAwatQooqOjGTFihM3YhoYGduzYQU5ODtXV1Xh7ezN16lSioqJwd7+14tatdbUiIiLSrsrLy4mOjsbNzY2IiAj69u3LyZMn2bNnD/n5+WRkZGAwGKz1ZrOZ/v372wXLpqYmFi1aRHV1tcN5Vq1a5bD9/fffJzs7m5///Od2fSaTia5du+Lv709rayuLFy8mLy+PSZMmERkZSV1dHZmZmcTGxpKWlmYNsC0tLSQkJHDy5EnCwsIYOnQoJ06cYPPmzRw/fpzU1NTv+nXdlBQuRURE5IZJTk6mubmZ7du3M2jQIABmzpzJsGHDSElJ4bXXXmPOnDnWepPJxIQJE2w+o7S0lGXLllFaWtrmPA888IBd28WLF1m/fj39+/dnxYoVdv1ms5mAgAA8PDw4ePAgeXl5zJ07lwULFlhrwsLCiIyMJCUlhd27dwOQnZ1NUVERCxcu5LHHHrNek9FoZM+ePRw5cuQb3UntLLTnUkRERG6I5uZmioqK8Pf3twbLax588EEACgoKrG01NTWUlJQQFBRkbduxYwdRUVHU1NTwi1/84lvN/+yzz/Lpp5/y9NNP061bN7u15efnW+e69sg8PDzcps7b25sxY8ZQVlZGfX09AJcvX8bX15dp06bZ1I4fPx6AM2fOfKt13ux051JERKQDuS/L8WPejuDtqX2+13g3NzdeffVVWltb7fpqa2utNdeYTCYMBgOjR4+2thUXFzN16lTmz59PeXk5r7zyyjea+8iRI+Tm5vLAAw8wZswYu/7CwkIaGxu59957AXjiiSeIiIigTx/7a762VlfXq/foIiMjiYyMtKsrLi4GoF+/ft9ojZ2FwqWIiEgHcrSmub2X8INxdXW12zt5zcsvvwzA2LFjrW1ms5lx48bRpUsXa9uqVaus/11eXv6N5968eTPu7u7ExcU57DeZTPj6+uLt7Q2Ap6cnnp6ednXHjx/n1KlTDB48mO7du9v1WywWKisrOXToENu3b8fPz4/Q0NBvvM7OQOFSRERE2tWbb77J/v378fb2tj5abmlp4ejRoyxcuNCm9h+D5jd1/PhxTp8+zcMPP0zfvn0d1pjNZkJCQq77OdXV1da9ml89nX7Nvn37SElJAeD2229n6dKleHh4fOs138y051JERETaTVZWFmvWrMFgMLBu3Tq6du0KQFFREQ0NDXaHeb6L//qv/wIgKirKYf+FCxcoLy+/7lwVFRXExcVRWVlJVFRUm0F0xIgRJCUlsWjRIrp06UJ0dDS5ubnf+xpuJrpzKSIiIu0iIyOD9PR0jEYj69evZ/jw4dY+s9nMgAEDvvd+xebmZkwmE/fccw8DBgxwWGM2mzEajYwaNcph/+nTp0lMTOSTTz5h9uzZxMfHtzmfn5+f9d8hISHMmjWL5ORkgoODv9d13EwULkVERDqQAK/O/wi1paWFtWvXkpWVRZ8+fUhNTWXw4ME2NSaTyeaU+HeVn59PQ0MD999/f5s1ZrOZwMBAhy87f/fdd1m+fDkWi4X4+Pg27346cu1keW5uLvX19Q73cHZGCpciIiIdyPc9kd3RXblyhWXLlpGTk4Ovry9paWl2J7KrqqooKytj8eLF33u+wsJCAH7605867LdYLBw7dszhXDk5OTzzzDO4ubmxdu1aJk2a5PAzEhISOH/+PJmZmXYBtbGxEVdX1++0V/RmpT2XIiIicsOkp6eTk5ODn58fW7ZscfiqH5PJRLdu3fD39//e8/3tb3/DYDC0+Ui8oKAAi8VifQXRNefOnWPlypW4u7uzYcOGNoMlXH3VUGVlJQcOHLBpLywspLCwkICAAOte0luB7lyKiIjIDVFVVcXOnTtxcXEhNDTU4UGXnj17Wn8pxxm/yV1eXo63t7f1nZRfZTKZGDJkCL1797Zp37hxIxaLhaCgIKqrq8nOzrYbGxoaisFgICYmBrPZTFJSEsXFxQwdOpTz58+zd+9ePD09WbJkyfe+jpuJwqWIiIjcEMeOHePKlSsAbNq0yWHNyJEjKSkpISEhwSlz1tXV2e3n/EeHDx9m8uTJNm0tLS3WXwoymUyYTCaHY/ft24fBYKBnz5689NJLpKenk5uby/79++nVqxcPPfQQMTExeHl5OeVabhYu9fX19q/JFxERkR9ETU3NLRc2xPk68t+R9lyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiMgNVVJSwu9+9zvuv/9+JkyYwLRp01i/fj2XL1+2qy0sLCQwMJALFy7Y9V26dImpU6eyZcsWh/N8/PHHrFmzhgceeIAJEyYwffp0XnzxRb744guH9RcvXiQwMJCjR48C0NTUxAsvvEB4eDgTJkxg0qRJJCQkcOrUKbuxDQ0NbNq0ifDwcIKDg4mIiGDHjh20tLR8m6+mU3Bv7wWIiIjIraO8vJzo6Gjc3NyIiIigb9++nDx5kj179pCfn09GRgYGg8Fabzab6d+/Pz4+Pjaf09TUxKJFi6iurnY4z+XLl4mJieHixYuEhYUxZMgQ8vPz2b59O3/729/YsGGD3RiTyUTXrl3x9/entbWVxYsXk5eXx6RJk4iMjKSuro7MzExiY2NJS0sjMDAQgJaWFhISEjh58iRhYWEMHTqUEydOsHnzZo4fP05qaqoTv8GOT+FSREREbpjk5GSam5vZvn07gwYNAmDmzJkMGzaMlJQUXnvtNebMmWOtN5lMTJgwweYzSktLWbZsGaWlpW3Os3//fioqKvjNb37DL3/5SwDCw8NZs2YNBw4c4PDhw9x77702Y8xmMwEBAXh4eHDw4EHy8vKYO3cuCxYssNaEhYURGRlJSkoKu3fvBiA7O5uioiIWLlzIY489Zr0mo9HInj17OHLkiDWI3gr0WFxERERuiObmZoqKivD397cGy2sefPBBAAoKCqxtNTU1lJSUEBQUZG3bsWMHUVFR1NTU8Itf/KLNuT744AMAfvazn9m0h4aGAnD27Fm7teXn51vnOnLkCHA1kP4jb29vxowZQ1lZGfX19cDVu6S+vr5MmzbNpnb8+PEAnDlzps11dka6cykiItKBGFYv+PqidvL5is3fa7ybmxuvvvoqra2tdn21tbXWmmtMJhMGg4HRo0db24qLi5k6dSrz58+nvLycV155xeFcd911FwDnz5+3CbLl5eUAeHl52dQXFhbS2NhovZv5xBNPEBERQZ8+fdpcq6vr1Xt0kZGRREZG2tUVFxcD0K9fP4dr7KwULkVERDoQt9LT7b2EH4yrq6vd3slrXn75ZQDGjh1rbTObzYwbN44uXbpY21atWmX972tB0ZHp06eTk5NDWloat912G4MHD+b48eNkZGQwaNAg/vmf/9mm3mQy4evri7e3NwCenp54enrafe7x48c5deoUgwcPpnv37nb9FouFyspKDh06xPbt2/Hz87PeLb1VKFyKiIhIu3rzzTfZv38/3t7e1kfLLS0tHD16lIULF9rU/mPQvJ6uXbsSFxfH8uXLWbRokbW9f//+PPfcc/zoRz+yqTebzYSEhFz3M6urq1mxYgUAsbGxDmv27dtHSkoKALfffjtLly7Fw8PjG625s9CeSxEREWk3WVlZrFmzBoPBwLp16+jatSsARUVFNDQ02B3m+ab+8pe/8Jvf/IbW1lZ++9vfkpSURExMDDU1NcTGxnLx4kVr7YULFygvL7/uXBUVFcTFxVFZWUlUVFSbQXTEiBEkJSWxaNEiunTpQnR0NLm5ud/pGm5WunMpIiIi7SIjI4P09HSMRiPr169n+PDh1j6z2cyAAQO+837F559/nttuu41t27ZZH8WHhIQwbtw44uLiSE1N5U9/+pN1LqPRyKhRoxx+1unTp0lMTOSTTz5h9uzZxMfHtzmvn5+f9d8hISHMmjWL5ORkgoODv9N13IwULkVERDqQK4OGf33RTa6lpYW1a9eSlZVFnz59SE1NZfDgwTY1JpPJ5pT4t1FfX091dTVBQUF2ezzHjBnDXXfdZX1ROlwNl4GBgbi728eid999l+XLl2OxWIiPjycqKuobr+PayfLc3Fzq6+sd7uHsjBQuRUREOpDveyK7o7ty5QrLli0jJycHX19f0tLS7E5kV1VVUVZWxuLFi7/THO7u7ri4uPDll1+2uYZrJ9YtFgvHjh1zOFdOTg7PPPMMbm5urF27lkmTJjn8vISEBM6fP09mZqZdQG1sbMTV1fUb7xXtDLTnUkRERG6Y9PR0cnJy8PPzY8uWLQ5f9WMymejWrRv+/v7faQ6j0chPfvITjh49yrlz52z6Dh8+zIcffmh9B2VBQQEWi8Xuhernzp1j5cqVuLu7s2HDhjaDJVx91VBlZSUHDhywaS8sLKSwsJCAgADrXtJbge5cioiIyA1RVVXFzp07cXFxITQ01OFBl549e1p/KcfRY+pvasmSJcTGxhIbG0t4eDh33nkn586dY9++ffTq1cu6b9JkMjFkyBB69+5tM37jxo1YLBaCgoKorq4mOzvbbo7Q0FAMBgMxMTGYzWaSkpIoLi5m6NChnD9/nr179+Lp6cmSJUu+83XcjBQuRURE5IY4duwYV65cAWDTpk0Oa0aOHElJSQkJCQnfay5fX1/+4z/+g61bt5KVlcWnn35Kr169eOihh/j1r39tfYn64cOHmTx5ss3YlpYW6y8FmUwmTCaTwzn27duHwWCgZ8+evPTSS6Snp5Obm8v+/futc8XExNi9sL2zc6mvr7d/Tb6IiIj8IGpqam65sCHO15H/jrTnUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkRERG6okpISfve733H//fczYcIEpk2bxvr167l8+bJdbWFhIYGBgVy4cMGu79KlS0ydOpUtW7Y4nKeqqoqVK1dy//33ExISwty5c8nOzm5zXRcvXiQwMJCjR48C0NTUxAsvvEB4eDgTJkxg0qRJJCQkcOrUKbuxDQ0NbNq0ifDwcIKDg4mIiGDHjh20tLR806+l03Bv7wWIiIjIraO8vJzo6Gjc3NyIiIigb9++nDx5kj179pCfn09GRgYGg8Fabzab6d+/Pz4+Pjaf09TUxKJFi6iurnY4T2VlJfPmzaOuro6HHnqI4cOHU1BQwMqVKzlz5gwJCQl2Y0wmE127dsXf35/W1lYWL15MXl4ekyZNIjIykrq6OjIzM4mNjSUtLY3AwEAAWlpaSEhI4OTJk4SFhTF06FBOnDjB5s2bOX78OKmpqU78Bjs+hUsRERG5YZKTk2lubmb79u0MGjQIgJkzZzJs2DBSUlJ47bXXmDNnjrXeZDIxYcIEm88oLS1l2bJllJaWtjnPhg0bqK2t5Xe/+x0zZ84EsIbZl19+mZCQEMaMGWMzxmw2ExAQgIeHBwcPHiQvL4+5c+eyYMECa01YWBiRkZGkpKSwe/duALKzsykqKmLhwoU89thj1msyGo3s2bOHI0eOWIPorUCPxUVEROSGaG5upqioCH9/f2uwvObBBx8EoKCgwNpWU1NDSUkJQUFB1rYdO3YQFRVFTU0Nv/jFL9qcx2Qy8U//9E/MmDHDpm/evHkA7N27125Mfn6+da4jR44AEB4eblPn7e3NmDFjKCsro76+HoDLly/j6+vLtGnTbGrHjx8PwJkzZ9r4Rjon3bkUERHpQD7Pf7K9l9Amw7i07zXezc2NV199ldbWVru+2tpaa801JpMJg8HA6NGjrW3FxcVMnTqV+fPnU15eziuvvGL3WfX19VgsFnx9fXFxcbHp+/GPf8ztt9/O6dOnbdoLCwtpbGzk3nvvBeCJJ54gIiKCPn36tLlWV9er9+giIyOJjIy0qysuLgagX79+Dr6NzkvhUkREpAP58rPOe5fL1dXVbu/kNS+//DIAY8eOtbaZzWbGjRtHly5drG2rVq2y/nd5ebnDz7q2Z7OhocGu78qVK1y6dImmpiabdpPJhK+vL97e3gB4enri6elpN/748eOcOnWKwYMH0717d7t+i8VCZWUlhw4dYvv27fj5+REaGupwnZ2VHouLiIhIu3rzzTfZv38/3t7e1kfLLS0tHD161G6/5T8GzbYYjUYGDRrE8ePHqaystOk7dOgQLS0tWCwWm3az2Ww311dVV1ezYsUKAGJjYx3W7Nu3j0ceeYTNmzfz4x//mKVLl+Lh4fG1a+5MFC5FRESk3WRlZbFmzRoMBgPr1q2ja9euABQVFdHQ0PC1ga8tsbGxWCwWfvvb33L48GEqKip48803+eMf/0j37t1xd/+/h7cXLlygvLz8unNVVFQQFxdHZWUlUVFRhISEOKwbMWIESUlJLFq0iC5duhAdHU1ubu53uoablR6Li4iISLvIyMggPT0do9HI+vXrGT58uLXPbDYzYMCA77xf8ec//znLly8nLS2N3/72twD06NGD3/72t7z11ls2J83NZjNGo5FRo0Y5/KzTp0+TmJjIJ598wuzZs4mPj29zXj8/P+u/Q0JCmDVrFsnJyQQHB3+n67gZKVyKiIh0IK7dh7X3En5wLS0trF27lqysLPr06UNqaiqDBw+2qTGZTDanxL+Lhx9+mPvvv59z587h6uqKr68vXbp0YevWrdx5553WOrPZTGBgoM3dzGveffddli9fjsViIT4+nqioqG88/7WT5bm5udTX1zvcw9kZKVyKiIh0IN/3RHZHd+XKFZYtW0ZOTg6+vr6kpaXZnciuqqqirKyMxYsXf+d5TCYTn332GQ888AAjRoywtp8/f56qqioeeugh4OoBnGPHjjmcKycnh2eeeQY3NzfWrl3LpEmTHM6VkJDA+fPnyczMtAuojY2NuLq6fqO9op2F9lyKiIjIDZOenk5OTg5+fn5s2bLF4at+TCYT3bp1w9/f/zvP8/bbb7Nq1So++OADa1tzczMbN27ktttus76/sqCgAIvFYn0F0TXnzp1j5cqVuLu7s2HDhjaDJVx91VBlZSUHDhywaS8sLKSwsJCAgADrXtJbge5cioiIyA1RVVXFzp07cXFxITQ01OFBl549e1p/KcfRY+pvas6cOfzP//wPTzzxBP/6r//Kj370I7Kzszl16hTPPPMMvXv3Bq4G2SFDhlj/+5qNGzdisVgICgqiurra4W+Sh4aGYjAYiImJwWw2k5SURHFxMUOHDuX8+fPs3bsXT09PlixZ8p2v42akcCkiIiI3xLFjx7hy5QoAmzZtclgzcuRISkpKHP7297cxaNAgXnjhBdLT0/nzn//Ml19+yZAhQ9i4caP1l3MADh8+zOTJk23GtrS0WH8pyGQyYTKZHM6xb98+DAYDPXv25KWXXiI9PZ3c3Fz2799Pr169eOihh4iJicHLy+t7XcvNxqW+vt7+NfkiIiLyg6ipqbnlwoY4X0f+O9KeSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGvf2XoCIiIjcWkpKSti2bRsFBQVcvnwZLy8vQkJCiI2NxWg02tQWFhYyf/589u7di4+PD/X19WzdupX33nuPmpoajEYjY8eOZf78+dx99902Y5uamvjzn//MwYMHqampwdvbm+nTpxMZGYmbm5vdui5evMjDDz/Mpk2bCAgIoKmpiZdeeol33nmHyspKDAYDo0aNIjo6mhEjRtiMbWhoYMeOHeTk5FBdXY23tzdTp04lKioKd/dbK27dWlcrIiIi7aq8vJzo6Gjc3NyIiIigb9++nDx5kj179pCfn09GRgYGg8Fabzab6d+/Pz4+PlgsFuLi4igrK2Pq1KkMHz6ciooKMjMzef/999m2bRuDBg0C4Msvv+R3v/sdhw8f5uGHH8bPz4+8vDw2btzIBx98wNNPP223NpPJRNeuXfH396e1tZXFixeTl5fHpEmTiIyMpK6ujszMTGJjY0lLSyMwMBCAlpYWEhISOHnyJGFhYQwdOpQTJ06wefNmjh8/Tmpq6o35cjsIhUsRERG5YZKTk2lubmb79u3WIDhz5kyGDRtGSkoKr732GnPmzLHWm0wmJkyYAMCuXbsoLS3lqaeeYsaMGdaayZMnM2/ePJ5//nlrkPvrX/+K2WzmN7/5Db/85S8BmDFjBn/84x/Zu3cvYWFhdncfzWYzAQEBeHh4cPDgQfLy8pg7dy4LFiyw1oSFhREZGUlKSgq7d+8GIDs7m6KiIhYuXMhjjz1mvSaj0ciePXs4cuSINYjeCrTnUkRERG6I5uZmioqK8Pf3twbLax588EEACgoKrG01NTWUlJQQFBQEQF5eHh4eHoSFhdmMHTZsGAMHDrQZ+8Ybb+Dh4cEjjzxiU3st/GVlZdmtLT8/3zrXkSNHAAgPD7ep8/b2ZsyYMZSVlVFfXw/A5cuX8fX1Zdq0aTa148ePB+DMmTPX+1o6Hd25FBER6UC2vLG6vZfQptiHVnyv8W5ubrz66qu0trba9dXW1lprrjGZTBgMBkaPHg3AmjVrqK2ttdsv2draSl1dHa6u/3fP7NSpUwwaNMjmETuAj48Pt99+O//7v/9r015YWEhjYyP33nsvAE888QQRERH06dOnzbVemy8yMpLIyEi7uuLiYgD69evn6OvotBQuRUREOpAPa0rbewk/GFdXV3x8fBz2vfzyywCMHTvW2mY2mxk3bhxdunQBoHfv3vTu3dtu7MGDB/n444+ZOHEicPUgz2effWYNpV/Vp08fKioqbNpMJhO+vr54e3sD4Onpiaenp93Y48ePc+rUKQYPHkz37t3t+i0WC5WVlRw6dIjt27fj5+dHaGiow3V0VgqXIiIi0q7efPNN9u/fj7e3t/XRcktLC0ePHmXhwoXXHVtaWkpSUhJubm5ER0cDVx9TA3Tt2tXhmB/96Ed8/vnnNm1ms5mQkJDrzlVdXc2KFVfv3sbGxjqs2bdvHykpKQDcfvvtLF26FA8Pj+t+bmejPZciIiLSbrKyslizZg0Gg4F169ZZA2FRURENDQ3WwzyOFBcXs2DBAi5dukRiYiL33HMPgPWxu6PH79fa//HR+oULFygvL7/uXBUVFcTFxVFZWUlUVFSbQXTEiBEkJSWxaNEiunTpQnR0NLm5udf/EjoZ3bkUERGRdpGRkUF6ejpGo5H169czfPhwa5/ZbGbAgAFt7lc0mUwsW7aMxsZGEhMTiYiIsPZdC6hNTU0OxzY1NdGtWzebuYxGI6NGjXJYf/r0aRITE/nkk0+YPXs28fHxbV6Tn5+f9d8hISHMmjWL5ORkgoOD2xzT2ShcioiIdCD/5DXo64tuci0tLaxdu5asrCz69OlDamoqgwcPtqkxmUzWk9tflZmZSXJyMq6urqxevZopU6bY9Hfr1g1PT0+qq6sdjq+urrYJrWazmcDAQIcvO3/33XdZvnw5FouF+Ph4oqKivvF1XjtZnpubS319vcM9nJ2RwqWIiEgH8n1PZHd0V65cYdmyZeTk5ODr60taWprdieyqqirKyspYvHix3fhdu3aRmppK9+7defbZZxkzZozDefz8/MjPz6epqYkf/ehH1vYLFy5QX19vDaQWi4Vjx445nCsnJ4dnnnkGNzc31q5dy6RJkxzOlZCQwPnz58nMzLQLqI2Njbi6uloPJd0KtOdSREREbpj09HRycnLw8/Njy5YtDl/1YzKZ6NatG/7+/jbthw8fJi0tjR49epCent5msAT4l3/5FywWi/VF59f8x3/8BwBTp04Frr5X02KxWF9BdM25c+dYuXIl7u7ubNiwoc1gCVdfNVRZWcmBAwds2gsLCyksLCQgIKDNw0Wdke5cioiIyA1RVVXFzp07cXFxITQ01OFBl549e1p/KeerdwHXr19Pa2srwcHBnD17lrNnz9qNf+CBBwC4//772b9/P5s3b6aiooLhw4fz/vvv89e//pV//dd/ZejQocDVIDtkyBC7Vxxt3LgRi8VCUFAQ1dXVZGdn280VGhqKwWAgJiYGs9lMUlISxcXFDB06lPPnz7N37148PT1ZsmTJd/7ObkYu9fX1jo9SiYiIiNPV1NTg5eXV3stoF2+88QarVq26bs3IkSMpKSkhISGB6dOnW9urqqrsfpnHkWu/rAPw+eefs3XrVt566y3q6+u54447mDFjBo8++qj1Bejh4eFMnjyZuLg467iWlhZCQkJobm6+7lz79u3jjjvuAKCuro709HRyc3Opra2lV69eBAUFERMT84P8/+7If0cKlyIiIjdQRw4FcvPoyH9H2nMpIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiI3VElJCb/73e+4//77mTBhAtOmTWP9+vVcvnzZrrawsJDAwEAuXLgAQH19PUlJSUybNo0JEyZw//3389RTT/H3v//9unNWVFQQEhJCVlZWmzUXL14kMDCQo0ePAtDU1MQLL7xAeHg4EyZMYNKkSSQkJHDq1Cm7sQ0NDWzatInw8HCCg4OJiIhgx44dtLS0fItvpnNwb+8FiIiIyK2jvLyc6Oho3NzciIiIoG/fvpw8eZI9e/aQn59PRkYGBoPBWm82m+nfvz8+Pj5YLBbi4uIoKytj6tSpDB8+nIqKCjIzM3n//ffZtm0bgwYNspuztraWhIQEPv/88+uuzWQy0bVrV/z9/WltbWXx4sXk5eUxadIkIiMjqaurIzMzk9jYWNLS0ggMDASgpaWFhIQETp48SVhYGEOHDuXEiRNs3ryZ48ePk5qa6twvsYNTuBQREZEbJjk5mebmZrZv324NgjNnzmTYsGGkpKTw2muvMWfOHGu9yWRiwoQJAOzatYvS0lKeeuopZsyYYa2ZPHky8+bN4/nnn7cLcoWFhaxYsYKLFy9+7drMZjMBAQF4eHhw8OBB8vLymDt3LgsWLLDWhIWFERkZSUpKCrt37wYgOzuboqIiFi5cyGOPPWa9JqPRyJ49ezhy5Ig1iN4K9FhcREREbojm5maKiorw9/e3u8P44IMPAlBQUGBtq6mpoaSkhKCgIADy8vLw8PAgLCzMZuywYcMYOHCgzViAZ599lvnz59Pa2moTRttaW35+vnWuI0eOABAeHm5T5+3tzZgxYygrK6O+vh6Ay5cv4+vry7Rp02xqx48fD8CZM2euO3dnozuXIiIiHcj+/fvbewlt+mp4+rbc3Nx49dVXaW1tteurra211lxjMpkwGAyMHj0agDVr1lBbW2tTA9Da2kpdXR2urrb3zM6dO0dUVBS/+tWvOHToEHv37m1zbYWFhTQ2NnLvvfcC8MQTTxAREUGfPn3aXOu1+SIjI4mMjLSrKy4uBqBfv35tztsZKVyKiIh0INXV1e29hB+Mq6srPj4+DvtefvllAMaOHWttM5vNjBs3ji5dugDQu3dvevfubTf24MGDfPzxx0ycONGmfdOmTdaxX8dkMuHr64u3tzcAnp6eeHp62tUdP36cU6dOMXjwYLp3727Xb7FYqKys5NChQ2zfvh0/Pz9CQ0O/0Ro6C4VLERERaVdvvvkm+/fvx9vb23p3tKWlhaNHj7Jw4cLrji0tLSUpKQk3Nzeio6Nt+r5psISrQTYkJOS6NdXV1axYsQKA2NhYhzX79u0jJSUFgNtvv52lS5fi4eHxjdfRGWjPpYiIiLSbrKws1qxZg8FgYN26dXTt2hWAoqIiGhoarId5HCkuLmbBggVcunSJxMRE7rnnnu+0hgsXLlBeXn7duSoqKoiLi6OyspKoqKg2g+iIESNISkpi0aJFdOnShejoaHJzc7/Tum5WunMpIiIi7SIjI4P09HSMRiPr169n+PDh1j6z2cyAAQPa3K9oMplYtmwZjY2NJCYmEhER8Z3XYTabMRqNjBo1ymH/6dOnSUxM5JNPPmH27NnEx8e3+Vl+fn7Wf4eEhDBr1iySk5MJDg7+zuu72ShcioiIdCCODpB0Ni0tLaxdu5asrCz69OlDamoqgwcPtqkxmUzWk9tflZmZSXJyMq6urqxevZopU6Z8r/WYzWYCAwNxd7ePRe+++y7Lly/HYrEQHx9PVFTUN/7cayfLc3Nzqa+vd7iHszNSuBQREelAvu+J7I7uypUrLFu2jJycHHx9fUlLS7ML1FVVVZSVlbF48WK78bt27SI1NZXu3bvz7LPPMmbMmO+1HovFwrFjxxzOlZOTwzPPPIObmxtr165l0qRJDj8jISGB8+fPk5mZaRdQGxsbcXV1/Vb7P2922nMpIiIiN0x6ejo5OTn4+fmxZcsWh3dqTSYT3bp1w9/f36b98OHDpKWl0aNHD9LT0793sISr79W0WCzWVxBdc+7cOVauXIm7uzsbNmxoM1jC1VcNVVZWcuDAAZv2wsJCCgsLCQgIsO4lvRXozqWIiIjcEFVVVezcuRMXFxdCQ0MdHnTp2bOn9ZdyvnoXcP369bS2thIcHMzZs2c5e/as3fgHHnjgW63JZDIxZMgQu1ccbdy4EYvFQlBQENXV1WRnZ9uNDQ0NxWAwEBMTg9lsJikpieLiYoYOHcr58+fZu3cvnp6eLFmy5Fut6WancCkiIiI3xLFjx7hy5Qpw9R2UjowcOZKSkhISEhJs2quqqigvLweunjDPyspyOP7bhsvDhw8zefJkm7aWlhbrr/2YTCZMJpPDsfv27cNgMNCzZ09eeukl0tPTyc3NZf/+/fTq1YuHHnqImJgYvLy8vtWabnYu9fX19q/JFxERkR9ETU3NLRc2xPk68t+R9lyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNO4t/cCRERE5NZSUlLCtm3bKCgo4PLly3h5eRESEkJsbCxGo9GmtrCwkPnz57N37158fHyor69n69atvPfee9TU1GA0Ghk7dizz58/n7rvvthlbWVnJli1byMvLo66ujttvv517772Xxx9/HC8vL7t1Xbx4kYcffphNmzYREBBAU1MTL730Eu+88w6VlZUYDAZGjRpFdHQ0I0aMsBnb0NDAjh07yMnJobq6Gm9vb6ZOnUpUVBTu7rdW3Lq1rlZERETaVXl5OdHR0bi5uREREUHfvn05efIke/bsIT8/n4yMDAwGg7XebDbTv39/fHx8sFgsxMXFUVZWxtSpUxk+fDgVFRVkZmby/vvvs23bNgYNGgRAXV0d0dHRXLp0iRkzZnD33XdTWlrKvn37yMvLY8eOHfTu3dtmbSaTia5du+Lv709rayuLFy8mLy+PSZMmERkZSV1dHZmZmcTGxpKWlkZgYCAALS0tJCQkcPLkScLCwhg6dCgnTpxg8+bNHD9+nNTU1Bv3BXcACpciIiJywyQnJ9Pc3Mz27dutQXDmzJkMGzaMlJQUXnvtNebMmWOtN5lMTJgwAYBdu3ZRWlrKU089xYwZM6w1kydPZt68eTz//PPWIPfiiy/y8ccfs2HDBu69915r7fjx41m0aBHbt29nyZIlNmszm80EBATg4eHBwYMHycvLY+7cuSxYsMBaExYWRmRkJCkpKezevRuA7OxsioqKWLhwIY899pj1moxGI3v27OHIkSPWIHor0J5LERERuSGam5spKirC39/fGiyvefDBBwEoKCiwttXU1FBSUkJQUBAAeXl5eHh4EBYWZjN22LBhDBw40GZsXl4ePj4+NsESYOLEiRiNRpvaa2vLz8+3znXkyBEAwsPDbeq8vb0ZM2YMZWVl1NfXA3D58mV8fX2ZNm2aTe348eMBOHPmzNd8M52L7lyKiIh0ILun/2d7L6FNj+6b/b3Gu7m58eqrr9La2mrXV1tba625xmQyYTAYGD16NABr1qyhtrbWpgagtbWVuro6XF3/755Zeno6jY2NdvN8/vnnfP755za1cHVvZ2NjozWMPvHEE0RERNCnT58213rtMyIjI4mMjLSrKy4uBqBfv352fZ2ZwqWIiEgHUlVY2d5L+MG4urri4+PjsO/ll18GYOzYsdY2s9nMuHHj6NKlCwC9e/e22ycJcPDgQT7++GMmTpxobfP29nY4z65du7hy5Qrjxo2zaTeZTPj6+lrHeXp64unpaTf++PHjnDp1isGDB9O9e3e7fovFQmVlJYcOHWL79u34+fkRGhrqcC2dlcKliIiItKs333yT/fv34+3tbX203NLSwtGjR1m4cOF1x5aWlpKUlISbmxvR0dHXrT169CgZGRl069aN2bNt78KazWZCQkKuO766upoVK1YAEBsb67Bm3759pKSkAHD77bezdOlSPDw8rvu5nY32XIqIiEi7ycrKYs2aNRgMBtatW0fXrl0BKCoqoqGhwXqYx5Hi4mIWLFjApUuXSExM5J577mmz9v333ycxMZEvv/ySVatW2dzZvHDhAuXl5dedq6Kigri4OCorK4mKimoziI4YMYKkpCQWLVpEly5diI6OJjc39+u+hk5Fdy5FRESkXWRkZJCeno7RaGT9+vUMHz7c2mc2mxkwYECb+xVNJhPLli2jsbGRxMREIiIi2pzn9ddf509/+hMuLi784Q9/sHl8fm0uo9HIqFGjHI4/ffo0iYmJfPLJJ8yePZv4+Pg25/Lz87P+OyQkhFmzZpGcnExwcHCbYzobhUsREZEOpO/ozn/4o6WlhbVr15KVlUWfPn1ITU1l8ODBNjUmk8l6cvurMjMzSU5OxtXVldWrVzNlypQ253rhhRd46aWXMBqNrFu3joCAALsas9lMYGCgw5edv/vuuyxfvhyLxUJ8fDxRUVHf+DqvnSzPzc2lvr7e4R7OzkjhUkREpAP5vieyO7orV66wbNkycnJy8PX1JS0tze5EdlVVFWVlZSxevNhu/K5du0hNTaV79+48++yzjBkzps251q9fz6uvvkrfvn1JTU21e/0RXD2Ac+zYMYdz5eTk8Mwzz+Dm5sbatWuZNGmSw3kSEhI4f/48mZmZdgG1sbERV1dX66GkW4H2XIqIiMgNk56eTk5ODn5+fmzZssXhq35MJhPdunXD39/fpv3w4cOkpaXRo0cP0tPTrxss9+7dy6uvvsqdd95p88s9X1VQUIDFYrF7H+a5c+dYuXIl7u7ubNiwoc1gCVdfNVRZWcmBAwds2gsLCyksLCQgIMC6l/RWoDuXIiIickNUVVWxc+dOXFxcCA0NdXjQpWfPntZfyvnqXcD169fT2tpKcHAwZ8+e5ezZs3bjH3jgAT7//HM2bdoEQGhoKMeOHbOrMxgMhIaGYjKZGDJkiN0rjjZu3IjFYiEoKIjq6mqys7PtPiM0NBSDwUBMTAxms5mkpCSKi4sZOnQo58+fZ+/evXh6etr9ElBn51JfX2//JlMRERH5QdTU1ODl5dXey2gXb7zxBqtWrbpuzciRIykpKSEhIYHp06db26uqqux+mceRI0eOUFBQwOOPP37dun79+rF//37Cw8OZPHkycXFx1r6WlhZCQkJobm6+7mfs27ePO+64A7j6W+bp6enk5uZSW1tLr169CAoKIiYm5gf5/92R/44ULkVERG6gjhwK5ObRkf+OtOdSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScxr29FyAiIiK3lpKSErZt20ZBQQGXL1/Gy8uLkJAQYmNjMRqNNrWFhYXMnz+fvXv34uPjQ319PVu3buW9996jpqYGo9HI2LFjmT9/PnfffbfN2NraWrZs2cLhw4epra3ln/7pnwgPD2fmzJm4uLjYrevixYs8/PDDbNq0iYCAAJqamnjppZd45513qKysxGAwMGrUKKKjoxkxYoTN2IaGBnbs2EFOTg7V1dV4e3szdepUoqKicHe/teLWrXW1IiIi0q7Ky8uJjo7Gzc2NiIgI+vbty8mTJ9mzZw/5+flkZGRgMBis9Wazmf79++Pj44PFYiEuLo6ysjKmTp3K8OHDqaioIDMzk/fff59t27YxaNAgAC5fvsz8+fOpqqoiIiKCO++8k8OHD7Nu3TpKS0tZsmSJ3dpMJhNdu3bF39+f1tZWFi9eTF5eHpMmTSIyMpK6ujoyMzOJjY0lLS2NwMBAAFpaWkhISODkyZOEhYUxdOhQTpw4webNmzl+/Dipqak35svtIBQuRURE5IZJTk6mubmZ7du3W4PgzJkzGTZsGCkpKbz22mvMmTPHWm8ymZgwYQIAu3btorS0lKeeeooZM2ZYayZPnsy8efN4/vnnrUHulVdeoby8nH//93/nvvvuAyA8PJzExEQyMzOZNWsW/fv3t1mb2WwmICAADw8PDh48SF5eHnPnzmXBggXWmrCwMCIjI0lJSWH37t0AZGdnU1RUxMKFC3nssces12Q0GtmzZw9HjhyxBtFbgfZcioiIyA3R3NxMUVER/v7+1mB5zYMPPghAQUGBta2mpoaSkhKCgoIAyMvLw8PDg7CwMJuxw4YNY+DAgTZjv/jiC4YPH86kSZNsasePH09rayvFxcV2a8vPz7fOdeTIEeBqIP1H3t7ejBkzhrKyMurr64Grd0l9fX2ZNm2a3VwAZ86c+ZpvpnPRnUsREZEO5L6s6vZeQpventrne413c3Pj1VdfpbW11a6vtrbWWnONyWTCYDAwevRoANasWUNtba1NDUBrayt1dXW4uv7fPbOFCxc6XMO1UHnHHXfYtBcWFtLY2Mi9994LwBNPPEFERAR9+thf87W1XpsvMjKSyMjINufq16+fw7V0VgqXIiIiHcjRmub2XsIPxtXVFR8fH4d9L7/8MgBjx461tpnNZsaNG0eXLl0A6N27N71797Ybe/DgQT7++GMmTpzo8LM///xzLly4wJtvvsmBAwcICQnBz8/PpsZkMuHr64u3tzcAnp6eeHp62n3W8ePHOXXqFIMHD6Z79+52/RaLhcrKSg4dOsT27dvx8/MjNDTU4bo6K4VLERERaVdvvvkm+/fvx9vb2/pouaWlhaNHj7Z5B/Ka0tJSkpKScHNzIzo62mHNiy++yK5duwD4p3/6J5588km7GrPZTEhIyHXnqq6uZsWKFQDExsY6rNm3bx8pKSkA3H777SxduhQPD4/rfm5noz2XIiIi0m6ysrJYs2YNBoOBdevW0bVrVwCKiopoaGiwHuZxpLi4mAULFnDp0iUSExO55557HNb97Gc/Izk5md/85jd8+umnREVFcfr0aWv/hQsXKC8vv+5cFRUVxMXFUVlZSVRUVJtBdMSIESQlJbFo0SK6dOlCdHQ0ubm53+Sr6DQULkVERKRdZGRksHr1agwGAxs2bGD48OHWPrPZzIABA9rcr2gymXj88cepr68nMTGRiIiINucJCAhg4sSJ/PKXv2TTpk00NTXx3HPP2cxlNBoZNWqUw/GnT58mOjqaDz/8kNmzZxMfH9/mXH5+foSEhPDII4+wbds2unTpQnJy8td9FZ2KHouLiIh0IAFenf8RaktLC2vXriUrK4s+ffqQmprK4MGDbWpMJpP15PZXZWZmkpycjKurK6tXr2bKlCnfeO6hQ4cyYMAA/va3v1nbzGYzgYGBDl92/u6777J8+XIsFgvx8fFERUV947munSzPzc2lvr7e4R7OzkjhUkREpAP5vieyO7orV66wbNkycnJy8PX1JS0tze5EdlVVFWVlZSxevNhu/K5du0hNTaV79+48++yzjBkzxq6mtbWVOXPm0KVLF7Zv327X39DQwG233QZcPYBz7Ngxh3Pl5OTwzDPP4Obmxtq1a+1ea3RNQkIC58+fJzMz0y6gNjY24urqaj2UdCvQY3ERERG5YdLT08nJycHPz48tW7Y4fNWPyWSiW7du+Pv727QfPnyYtLQ0evToQXp6usNgCeDi4oKXlxenTp3i/ffft+n7y1/+QmVlpfUEd0FBARaLxfoKomvOnTvHypUrcXd3Z8OGDW0GS7j6qqHKykoOHDhg015YWEhhYSEBAQHWvaS3At25FBERkRuiqqqKnTt34uLiQmhoqMODLj179rT+Us5X7wKuX7+e1tZWgoODOXv2LGfPnrUb/8ADDwDw5JNPcvLkSZYuXUp4eDh33nkn//u//8sbb7zBXXfdRVxcHHA1yA4ZMsTuFUcbN27EYrEQFBREdXU12dnZdnOFhoZiMBiIiYnBbDaTlJREcXExQ4cO5fz58+zduxdPT0+HPzXZmbnU19fbv8lUREREfhA1NTV4eXm19zLaxRtvvMGqVauuWzNy5EhKSkpISEhg+vTp1vaqqiq7X+Zx5Nov68DVU+AvvvgieXl5XLp0CW9vb/75n/+ZX/3qVxiNRuDqL/BMnjzZGjbh6p7QkJAQmpuv/87Rffv2WV/GXldXR3p6Orm5udTW1tKrVy+CgoKIiYn5Qf5/d+S/I4VLERGRG6gjhwK5eXTkvyPtuRQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERkRuqpKSE3/3ud9x///1MmDCBadOmsX79ei5fvmxXW1hYSGBgIBcuXACgvr6epKQkpk2bxoQJE7j//vt56qmn+Pvf//618y5btozAwEAqKioc9l+8eJHAwECOHj0KQFNTEy+88ALh4eFMmDCBSZMmkZCQwKlTp+zGNjQ0sGnTJsLDwwkODiYiIoIdO3bQ0tLyLb6ZzsG9vRcgIiIit47y8nKio6Nxc3MjIiKCvn37cvLkSfbs2UN+fj4ZGRkYDAZrvdlspn///vj4+GCxWIiLi6OsrIypU6cyfPhwKioqyMzM5P3332fbtm0MGjTI4bxvvvkmb7311nXXZjKZ6Nq1K/7+/rS2trJ48WLy8vKYNGkSkZGR1NXVkZmZSWxsLGlpaQQGBgLQ0tJCQkICJ0+eJCwsjKFDh3LixAk2b97M8ePHSU1Ndd4XeBNQuBQREZEbJjk5mebmZrZv324NgjNnzmTYsGGkpKTw2muvMWfOHGu9yWRiwoQJAOzatYvS0lKeeuopZsyYYa2ZPHky8+bN4/nnn3cY5CoqKkhKSqJLly588cUXba7NbDYTEBCAh4cHBw8eJC8vj7lz57JgwQJrTVhYGJGRkaSkpLB7924AsrOzKSoqYuHChTz22GPWazIajezZs4cjR45Yg+itQI/FRURE5IZobm6mqKgIf39/uzuMDz74IAAFBQXWtpqaGkpKSggKCgIgLy8PDw8PwsLCbMYOGzaMgQMH2oy95sqVK6xcuZI777yTn//859ddW35+vnWuI0eOABAeHm5T5+3tzZgxYygrK6O+vh6Ay5cv4+vry7Rp02xqx48fD8CZM2fanLcz0p1LERGRDsSwesHXF7WTz1ds/l7j3dzcePXVV2ltbbXrq62ttdZcYzKZMBgMjB49GoA1a9ZQW1trUwPQ2tpKXV0drq7298x27NjBmTNn+POf/8zOnTvbXFthYSGNjY3ce++9ADzxxBNERETQp0+fNtd6bb7IyEgiIyPt6oqLiwHo169fm/N2RgqXIiIiHYhb6en2XsIPxtXVFR8fH4d9L7/8MgBjx461tpnNZsaNG0eXLl0A6N27N71797Ybe/DgQT7++GMmTpxo037q1Cm2bdvGk08+ycCBA6+7NpPJhK+vL97e3gB4enri6elpV3f8+HFOnTrF4MGD6d69u12/xWKhsrKSQ4cOsX37dvz8/AgNDb3u3J2NwqWIiIi0qzfffJP9+/fj7e1tfbTc0tLC0aNHWbhw4XXHlpaWkpSUhJubG9HR0db2xsZGVq5cydixY3nkkUe+dg1ms5mQkJDr1lRXV7NixQoAYmNjHdbs27ePlJQUAG6//XaWLl2Kh4fH187fmWjPpYiIiLSbrKws1qxZg8FgYN26dXTt2hWAoqIiGhoarId5HCkuLmbBggVcunSJxMRE7rnnHmtfSkoKn376KStWrMDFxeW6a7hw4QLl5eXXnauiooK4uDgqKyuJiopqM4iOGDGCpKQkFi1aRJcuXYiOjiY3N/e683c2unMpIiIi7SIjI4P09HSMRiPr169n+PDh1j6z2cyAAQPa3K9oMplYtmwZjY2NJCYmEhERYe37n//5Hw4cOMCSJUvo0qWL9eBNc3MzAJcuXaK+vt762NtsNmM0Ghk1apTDuU6fPk1iYiKffPIJs2fPJj4+vs1r8vPzs/47JCSEWbNmkZycTHBw8Df6TjoDhUsREZEO5Mqg4V9fdJNraWlh7dq1ZGVl0adPH1JTUxk8eLBNjclksp7c/qrMzEySk5NxdXVl9erVTJkyxab///2//wfAs88+y7PPPms3/tqrjq6dCDebzQQGBuLubh+L3n33XZYvX47FYiE+Pp6oqKhvfJ3XTpbn5ubahNnOTuFSRESkA/m+J7I7uitXrrBs2TJycnLw9fUlLS3N7kR2VVUVZWVlLF682G78rl27SE1NpXv37jz77LOMGTPGrmbOnDk88MADdu07d+4kLy+P1atX07NnT+DqAZxjx445nCsnJ4dnnnkGNzc31q5dy6RJkxxeU0JCAufPnyczM9MuoDY2NuLq6mo9lHQrULgUERGRGyY9PZ2cnBz8/Px47rnnMBqNdjUmk4lu3brh7+9v03748GHS0tLo0aMHL774Ypu/xjNw4ECHp8Ozs7MBGDVqFHfccQdw9b2aFovF+gqia86dO8fKlStxd3cnLS3N5hT7V/Xr1w+TycSBAwdsXu5eWFhIYWEhAQEB1r2ktwKFSxEREbkhqqqq2LlzJy4uLoSGhjo86NKzZ0/rL+V89S7g+vXraW1tJTg4mLNnz3L27Fm78Y7uWF6PyWRiyJAhdq842rhxIxaLhaCgIKqrq63B9B+FhoZiMBiIiYnBbDaTlJREcXExQ4cO5fz58+zduxdPT0+WLFnyrdZ0s1O4FBERkRvi2LFjXLlyBYBNmzY5rBk5ciQlJSUkJCTYtFdVVVFeXg5cPWGelZXlcPy3DZeHDx9m8uTJNm0tLS3WX/sxmUyYTCaHY/ft24fBYKBnz5689NJLpKenk5uby/79++nVqxcPPfQQMTExeHl5fas13exc6uvr7V+TLyIiIj+ImpqaWy5siPN15L8jvedSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJxG4VJEREREnEbhUkREREScRuFSRERERJzGvb0XICIiIreWkpIStm3bRkFBAZcvX8bLy4uQkBBiY2MxGo02tYWFhcyfP5+9e/fi4+NDfX09W7du5b333qOmpgaj0cjYsWOZP38+d999t83YjIwM0tPTHa4hJiaG2NhYm7aLFy/y8MMPs2nTJgICAmhqauKll17inXfeobKyEoPBwKhRo4iOjmbEiBE2YxsaGtixYwc5OTlUV1fj7e3N1KlTiYqKwt391opbt9bVioiISLsqLy8nOjoaNzc3IiIi6Nu3LydPnmTPnj3k5+eTkZGBwWCw1pvNZvr374+Pjw8Wi4W4uDjKysqYOnUqw4cPp6KigszMTN5//322bdvGoEGDrGNLSkowGAz87ne/s1uHr6+vXZvJZKJr1674+/vT2trK4sWLycvLY9KkSURGRlJXV0dmZiaxsbGkpaURGBgIQEtLCwkJCZw8eZKwsDCGDh3KiRMn2Lx5M8ePHyc1NfUH+CY7LoVLERERuWGSk5Npbm5m+/bt1iA4c+ZMhg0bRkpKCq+99hpz5syx1ptMJiZMmADArl27KC0t5amnnmLGjBnWmsmTJzNv3jyef/55myB37tw5Bg4cyAMPPPCN1mY2mwkICMDDw4ODBw+Sl5fH3LlzWbBggbUmLCyMyMhIUlJS2L17NwDZ2dkUFRWxcOFCHnvsMes1GY1G9uzZw5EjR6xB9FagPZciIiJyQzQ3N1NUVIS/v7/NHUaABx98EICCggJrW01NDSUlJQQFBQGQl5eHh4cHYWFhNmOHDRvGwIEDbcY2NTXx0UcfMXDgwG+8tvz8fOtcR44cASA8PNymztvbmzFjxlBWVkZ9fT0Aly9fxtfXl2nTptnUjh8/HoAzZ858ozV0FrpzKSIi0oF8nv9key+hTYZxad9rvJubG6+++iqtra12fbW1tdaaa0wmEwaDgdGjRwOwZs0aamtrbWoAWltbqaurw9X1/+6ZlZaW8uWXX1pDrMViwc3Nrc39j4WFhTQ2NnLvvfcC8MQTTxAREUGfPn3aXOu1+SIjI4mMjLSrKy4uBqBfv34O5+ysFC5FREQ6kC8/67x3uVxdXfHx8XHY9/LLLwMwduxYa5vZbGbcuHF06dIFgN69e9O7d2+7sQcPHuTjjz9m4sSJ1rZz584BVwPeI488Qnl5Oa6urvj7+/Pkk08ydOhQm88wmUz4+vri7e0NgKenJ56ennZzHT9+nFOnTjF48GC6d+9u12+xWKisrOTQoUNs374dPz8/QkNDr/OtdD4KlyIiItKu3nzzTfbv34+3t7f10XJLSwtHjx5l4cKF1x1bWlpKUlISbm5uREdHW9uvhcuioiJ+8Ytf0K9fP86ePct//ud/8utf/5oXX3yR4cOHW+vNZjMhISHXnau6upoVK1YA2J00v2bfvn2kpKQAcPvtt7N06VI8PDy+5hvoXLTnUkRERNpNVlYWa9aswWAwsG7dOrp27QpcDYUNDQ3WwzyOFBcXs2DBAi5dukRiYiL33HOPte+nP/0pc+fO5c9//jOPPvooEydOJCYmhk2bNtHc3Mz69euttRcuXKC8vPy6c1VUVBAXF0dlZSVRUVFtBtERI0aQlJTEokWL6NKlC9HR0eTm5n7br+WmpjuXIiIi0i6uvYfSaDSyfv16uzuJAwYMaHO/oslkYtmyZTQ2NpKYmEhERIRNf3BwMMHBwXbjhg8fzsiRIzl+/DgNDQ1069YNs9mM0Whk1KhRDuc6ffo0iYmJfPLJJ8yePZv4+Pg2r8nPz8/675CQEGbNmkVycrLDtXRWCpciIiIdiGv3Ye29hB9cS0sLa9euJSsriz59+pCamsrgwYNtakwmk/Xk9ldlZmaSnJyMq6srq1evZsqUKd9q/p49e9La2srnn39uDZeBgYEOD/u8++67LF++HIvFQnx8PFFRUd94nmsny3Nzc6mvr3e4h7MzUrgUERHpQL7vieyO7sqVKyxbtoycnBx8fX1JS0uzO5FdVVVFWVkZixcvthu/a9cuUlNT6d69O88++yxjxoyxq2ltbWXevHkA7Nixw66/rKyMbt26cfvtt2OxWDh27JjDuXJycnjmmWdwc3Nj7dq1TJo0yeE1JSQkcP78eTIzM+0CamNjI66urtZDSbcC7bkUERGRGyY9PZ2cnBz8/PzYsmWLw1f9mEwmunXrhr+/v0374cOHSUtLo0ePHqSnpzsMlgAuLi706NGD06dP8+6779r0vfHGG5SVlfHAAw/g5uZGQUEBFovF+gqia86dO8fKlStxd3dnw4YNbQZLuPqqocrKSg4cOGDTXlhYSGFhIQEBAda9pLcC3bkUERGRG6KqqoqdO3fi4uJCaGiow4MuPXv2tP5SzlfvAq5fv57W1laCg4M5e/YsZ8+etRt/7dd4fvvb33Lq1CmWLVvGjBkzuPvuu/nf//1f3njjDQYOHEhcXBxwNcgOGTLE7hVHGzduxGKxEBQURHV1NdnZ2XZzhYaGYjAYiImJwWw2k5SURHFxMUOHDuX8+fPs3bsXT09PlixZ8p2/s5uRS319vf2bTEVEROQHUVNTg5eXV3svo1288cYbrFq16ro1I0eOpKSkhISEBKZPn25tr6qqsvtlHkeu/bIOwEcffUR6ejpHjhzh0qVLeHl5MWnSJObNm8ePf/xj4Oov8EyePNkaNuHqntCQkBCam5uvO9e+ffu44447AKirqyM9PZ3c3Fxqa2vp1asXQUFBxMTE/CD/vzvy35HCpYiIyA3UkUOB3Dw68t+R9lyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNO4t/cCRERE5NZSUlLCtm3bKCgo4PLly3h5eRESEkJsbCxGo9GmtrCwkPnz57N37158fHyor69n69atvPfee9TU1GA0Ghk7dizz58/n7rvvtpvrL3/5C3v27KGkpISuXbsyatQofvOb33DXXXfZ1V68eJGHH36YTZs2ERAQQFNTEy+99BLvvPMOlZWVGAwGRo0aRXR0NCNGjLAZ29DQwI4dO8jJyaG6uhpvb2+mTp1KVFQU7u63Vtxyqa+vb23vRYiIiNwqampq8PLyau9ltJvy8nIee+wx3NzciIiIoG/fvpw8eZLs7GwGDhxIRkYGBoPBWr9p0yb+53/+h9deew2LxcLcuXMpKytj6tSpDB8+nIqKCjIzMwHYtm0bgwYNso5NT08nIyOD0aNHc9999/Hxxx+ze/du3Nzc+I//+A/uuOMOm7X993//Nxs3buTtt9/G3d2d+Ph48vLymDRpEmPHjqWuro7MzEw+++wz0tLSCAwMBKClpYUFCxZw8uRJwsLCGDp0KCdOnODNN98kKCiI1NRUp3+PHfnv6NaK0iIiItKukpOTaW5uZvv27dYgOHPmTIYNG0ZKSgqvvfYac+bMsdabTCYmTJgAwK5duygtLeWpp55ixowZ1prJkyczb948nn/+eWuQO3PmDC+99BLBwcE8++yzuLm5ARAYGMjjjz/On//8Z5566imbtZnNZgICAvDw8ODgwYPk5eUxd+5cFixYYK0JCwsjMjKSlJQUdu/eDUB2djZFRUUsXLiQxx57zHpNRqORPXv2cOTIEWsQvRUoXIqIiHQgW95Y3d5LaFPsQyu+1/jm5maKiorw9/e3ucMI8OCDD5KSkkJBQYE1XNbU1FBSUsJvf/tbAPLy8vDw8CAsLMxm7LBhwxg4cCAFBQXWtr179/Lll1+SmJhoDZYAY8aMITY2lj59+titLT8/nyeffBKAI0eOABAeHm5T5+3tzZgxY/h//+//UV9fj6enJ5cvX8bX15dp06bZ1I4fP549e/Zw5swZhUsRERFpHx/WlLb3En4wbm5uvPrqq7S22u/Iq62ttdZcYzKZMBgMjB49GoA1a9ZQW1trUwPQ2tpKXV0drq7/d045Pz+fQYMGWR99Nzc38+WXX3LbbbcRExNjN39hYSGNjY3ce++9ADzxxBNERETYhdB/XOu1+SIjI4mMjLSrKy4uBqBfv35tfSWdksKliIiI3BCurq74+Pg47Hv55ZcBGDt2rLXNbDYzbtw4unTpAkDv3r3p3bu33diDBw/y8ccfM3HiROBqkLxw4QJBQUEUFBTw/PPP87//+78AjBgxgieffJKRI0fafIbJZMLX1xdvb28APD098fT0tJvr+PHjnDp1isGDB9O9e3e7fovFQmVlJYcOHWL79u34+fkRGhr6Nd9M56JXEYmIiEi7evPNN9m/fz/e3t7WR8stLS0cPXrUut+yLaWlpSQlJeHm5kZ0dDQAly9f5ssvv+Tvf/878fHx3HPPPfzpT3/iiSeeoLy8nLi4OGvYvMZsNn/tXNXV1axYcXVrQGxsrMOaffv28cgjj7B582Z+/OMfs3TpUjw8PL7R99BZKFyKiIhIu8nKymLNmjUYDAbWrVtH165dASgqKqKhoeG6ga+4uJgFCxZw6dIlEhMTueeeewD44osvAPjwww+Ji4tj8eLF/PznPycqKopNmzZx5coV0tLSrJ9z4cIFysvLrztXRUUFcXFxVFZWEhUVRUhIiMO6ESNGkJSUxKJFi+jSpQvR0dHk5uZ+26/lpqbH4iIiIh3IP3kN+vqiTiIjI4P09HSMRiPr169n+PDh1j6z2cyAAQPa3K9oMplYtmwZjY2NJCYmEhERYe279iqja687+kdDhw5l5MiRHD9+nM8//xyDwYDZbMZoNDJq1CiHc50+fZrExEQ++eQTZs+eTXx8fJvX5OfnZ/13SEgIs2bNIjk5meDg4K//QjoJhUsREZEO5PueyL4ZtLS0sHbtWrKysujTpw+pqakMHjzYpsZkMhEUFORwfGZmJsnJybi6urJ69WqmTJli0//jH/+Ybt264e7uzm233WY3vlevXrS2ttLQ0GANl4GBgQ5fdv7uu++yfPlyLBYL8fHxREVFfePrvHayPDc313qy/Fagx+IiIiJyw1y5coVly5aRlZWFr68v27dvtwuWVVVVlJWVOXxMvWvXLtatW0e3bt147rnn7IIlgIuLC8OHD+ezzz6jurrarv+jjz7CYDDQs2dPLBYLx44dcxhkc3Jy+N3vfseXX37J2rVr2wyWCQkJTJs2jZaWFru+xsZGXF1drYeSbgUKlyIiInLDpKenk5OTg5+fH1u2bHH4qh+TyUS3bt3w9/e3aT98+DBpaWn06NGD9PR0xowZ0+Y8Dz/8MK2traSnp9t9RnFxMZMmTcLV1ZWCggIsFov1FUTXnDt3jpUrV+Lu7s6GDRuYNGlSm3P169ePyspKDhw4YNNeWFhIYWEhAQEB1r2ktwI9FhcREZEboqqqip07d+Li4kJoaKjDgy49e/a0/lLOVx9Tr1+/ntbWVoKDgzl79ixnz561G//AAw8A8C//8i8cOnSIAwcO8MknnzBx4kQ++ugj/uu//gsvLy/rr+6YTCaGDBli94qjjRs3YrFYCAoKorq6muzsbLu5QkNDMRgMxMTEYDabSUpKori4mKFDh3L+/Hn27t2Lp6cnS5Ys+c7f2c1Ivy0uIiJyA3Xk34T+ob3xxhusWrXqujUjR46kpKSEhIQEpk+fbm2vqqqy+2UeR679sg5cfQS/Z88e9u/fz0cffYTRaGTChAnExcVZ/x+Eh4czefJk4uLirONaWloICQmhubn5unPt27fP+pL2uro60tPTyc3Npba2ll69ehEUFERMTMwP8v+7I/8dKVyKiIjcQB05FMjNoyP/HWnPpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI17ey9AREREbi0lJSVs27aNgoICLl++jJeXFyEhIcTGxmI0Gm1qCwsLmT9/Pnv37sXHx4f6+nq2bt3Ke++9R01NDUajkbFjxzJ//nzuvvtu67jAwMCvXceRI0ds/vvixYs8/PDDbNq0iYCAAJqamnjppZd45513qKysxGAwMGrUKKKjoxkxYoTN2IaGBnbs2EFOTg7V1dV4e3szdepUoqKicHe/teLWrXW1IiIi0q7Ky8uJjo7Gzc2NiIgI+vbty8mTJ9mzZw/5+flkZGRgMBis9Wazmf79++Pj44PFYiEuLo6ysjKmTp3K8OHDqaioIDMzk/fff59t27YxaNAgAFatWuVw/vfff5/s7Gx+/vOf2/WZTCa6du2Kv78/ra2tLF68mLy8PCZNmkRkZCR1dXVkZmYSGxtLWlqaNcC2tLSQkJDAyZMnCQsLY+jQoZw4cYLNmzdz/PhxUlNTf4BvsuNSuBQREZEbJjk5mebmZrZv324NgjNnzmTYsGGkpKTw2muvMWfOHGu9yWRiwoQJAOzatYvS0lKeeuopZsyYYa2ZPHky8+bN4/nnn7cGuQceeMBu7osXL7J+/Xr69+/PihUr7PrNZjMBAQF4eHhw8OBB8vLymDt3LgsWLLDWhIWFERkZSUpKCrt37wYgOzuboqIiFi5cyGOPPWa9JqPRyJ49ezhy5Mg3upPaWWjPpYiIiNwQzc3NFBUV4e/vbw2W1zz44IMAFBQUWNtqamooKSkhKCgIgLy8PDw8PAgLC7MZO2zYMAYOHGgz1pFnn32WTz/9lKeffppu3brZrS0/P98617VH5uHh4TZ13t7ejBkzhrKyMurr6wG4fPkyvr6+TJs2zaZ2/PjxAJw5c+a66+psdOdSRESkA9m/f397L6FNXw1P35abmxuvvvoqra2tdn21tbXWmmtMJhMGg4HRo0cDsGbNGmpra21qAFpbW6mrq8PVte17ZkeOHCE3N5cHHniAMWPG2PUXFhbS2NjIvffeC8ATTzxBREQEffr0aXOt1+aLjIwkMjLSrq64uBiAfv36tbmuzkjhUkREpAOprq5u7yX8YFxdXfHx8XHY9/LLLwMwduxYa5vZbGbcuHF06dIFgN69e9O7d2+7sQcPHuTjjz9m4sSJbc69efNm3N3diYuLc9hvMpnw9fXF29sbAE9PTzw9Pe3qjh8/zqlTpxg8eDDdu3e367dYLFRWVnLo0CG2b9+On58foaGhba6rM1K4FBERkXb15ptvsn//fry9va13R1taWjh69CgLFy687tjS0lKSkpJwc3MjOjraYc3x48c5ffo0Dz/8MH379nVYYzabCQkJue5c1dXV1r2asbGxDmv27dtHSkoKALfffjtLly7Fw8Pjup/b2WjPpYiIiLSbrKws1qxZg8FgYN26dXTt2hWAoqIiGhoarId5HCkuLmbBggVcunSJxMRE7rnnHod1//Vf/wVAVFSUw/4LFy5QXl5+3bkqKiqIi4ujsrKSqKioNoPoiBEjSEpKYtGiRXTp0oXo6Ghyc3Pb/NzOSHcuRUREpF1kZGSQnp6O0Whk/fr1DB8+3NpnNpsZMGBAm/sVTSYTy5Yto7GxkcTERCIiIhzWNTc3YzKZuOeeexgwYIDDGrPZjNFoZNSoUQ77T58+TWJiIp988gmzZ88mPj6+zWvy8/Oz/jskJIRZs2aRnJxMcHBwm2M6G4VLERGRDsTRAZLOpqWlhbVr15KVlUWfPn1ITU1l8ODBNjUmk8l6cvurMjMzSU5OxtXVldWrVzNlypQ258rPz6ehoYH777+/zRqz2UxgYKDDl52/++67LF++HIvFQnx8fJt3Px25drI8NzeX+vp6h3s4OyOFSxERkQ7k+57I7uiuXLnCsmXLyMnJwdfXl7S0NLtAXVVVRVlZGYsXL7Ybv2vXLlJTU+nevTvPPvusw5Pf/6iwsBCAn/70pw77LRYLx44dczhXTk4OzzzzDG5ubqxdu5ZJkyY5/IyEhATOnz9PZmamXUBtbGzE1dXVeijpVqA9lyIiInLDpKenk5OTg5+fH1u2bHF4p9ZkMtGtWzf8/f1t2g8fPkxaWho9evQgPT39a4MlwN/+9jcMBkObj8QLCgqwWCzWVxBdc+7cOVauXIm7uzsbNmxoM1jC1VcNVVZWcuDAAZv2wsJCCgsLCQgIsO4lvRXozqWIiIjcEFVVVezcuRMXFxdCQ0MdHnTp2bOn9ZdyvnoXcP369bS2thIcHMzZs2c5e/as3fiv/jJPeXk53t7ebb4D02QyMWTIELtXHG3cuBGLxUJQUBDV1dVkZ2fbjQ0NDcVgMBATE4PZbCYpKYni4mKGDh3K+fPn2bt3L56enixZsuRrv5vOROFSREREbohjx45x5coVADZt2uSwZuTIkZSUlJCQkGDTXlVVRXl5OXD1hHlWVpbD8V8Nl3V1dXb7Of/R4cOHmTx5sk1bS0uL9dd+TCYTJpPJ4dh9+/ZhMBjo2bMnL730Eunp6eTm5rJ//3569erFQw89RExMDF5eXm3O3xm51NfX278mX0RERH4QNTU1t1zYEOfryH9H2nMpIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk6jcCkiIiIiTqNwKSIiIiJOo3ApIiIiIk7j3t4LEBERkVtLSUkJ27Zto6CggMuXL+Pl5UVISAixsbEYjUab2sLCQubPn8/evXvx8fGhvr6erVu38t5771FTU4PRaGTs2LHMnz+fu+++22bsxx9/zAsvvIDZbObTTz+lT58+/Mu//Au/+tWv6NKli926Ll68yMMPP8ymTZsICAigqamJl156iXfeeYfKykoMBgOjRo0iOjqaESNG2IxtaGhgx44d5OTkUF1djbe3N1OnTiUqKgp391srbt1aVysiIiLtqry8nOjoaNzc3IiIiKBv376cPHmSPXv2kJ+fT0ZGBgaDwVpvNpvp378/Pj4+WCwW4uLiKCsrY+rUqQwfPpyKigoyMzN5//332bZtG4MGDQLg8uXLxMTEcPHiRcLCwhgyZAj5+fls376dv/3tb2zYsMFubSaTia5du+Lv709rayuLFy8mLy+PSZMmERkZSV1dHZmZmcTGxpKWlkZgYCAALS0tJCQkcPLkScLCwhg6dCgnTpxg8+bNHD9+nNTU1Bvz5XYQCpciIiJywyQnJ9Pc3Mz27dutQXDmzJkMGzaMlJQUXnvtNebMmWOtN5lMTJgwAYBdu3ZRWlrKU089xYwZM6w1kydPZt68eTz//PPWILd//34qKir4zW9+wy9/+UsAwsPDWbNmDQcOHODw4cPce++9Nmszm80EBATg4eHBwYMHycvLY+7cuSxYsMBaExYWRmRkJCkpKezevRuA7OxsioqKWLhwIY899pj1moxGI3v27OHIkSPWIHor0J5LERERuSGam5spKirC39/fGiyvefDBBwEoKCiwttXU1FBSUkJQUBAAeXl5eHh4EBYWZjN22LBhDBw40GbsBx98AMDPfvYzm9rQ0FAAzp49a7e2/Px861xHjhwBrgbSf+Tt7c2YMWMoKyujvr4euHqX1NfXl2nTptnUjh8/HoAzZ8609ZV0SrpzKSIi0oHsnv6f7b2ENj26b/b3Gu/m5sarr75Ka2urXV9tba215hqTyYTBYGD06NEArFmzhtraWpsagNbWVurq6nB1/b97ZnfddRcA58+ftwmy5eXlAHh5edl8RmFhIY2Njda7mU888QQRERH06dOnzbVemy8yMpLIyEi7uuLiYgD69etn/2V0YgqXIiIiHUhVYWV7L+EH4+rqio+Pj8O+l19+GYCxY8da28xmM+PGjbMevunduze9e/e2G3vw4EE+/vhjJk6caG2bPn06OTk5pKWlcdtttzF48GCOHz9ORkYGgwYN4p//+Z9tPsNkMuHr64u3tzcAnp6eeHp62s11/PhxTp06xeDBg+nevbtdv8ViobKykkOHDrF9+3b8/Pysd0tvFQqXIiIi0q7efPNN9u/fj7e3t/XRcktLC0ePHmXhwoXXHVtaWkpSUhJubm5ER0db27t27UpcXBzLly9n0aJF1vb+/fvz3HPP8aMf/cjmc8xmMyEhIdedq7q6mhUrVgAQGxvrsGbfvn2kpKQAcPvtt7N06VI8PDyu+7mdjfZcioiISLvJyspizZo1GAwG1q1bR9euXQEoKiqioaHBepjHkeLiYhYsWMClS5dITEzknnvusfb95S9/4Te/+Q2tra389re/JSkpiZiYGGpqaoiNjeXixYvW2gsXLlBeXn7duSoqKoiLi6OyspKoqKg2g+iIESNISkpi0aJFdOnShejoaHJzc7/t13JT051LERERaRcZGRmkp6djNBpZv349w4cPt/aZzWYGDBjQ5n5Fk8nEsmXLaGxsJDExkYiICJv+559/nttuu41t27ZZH8WHhIQwbtw44uLiSE1N5U9/+pN1LqPRyKhRoxzOdfr0aRITE/nkk0+YPXs28fHxbV6Tn5+f9d8hISHMmjWL5ORkgoODv9mX0gkoXIqIiHQgfUd3/sMfLS0trF27lqysLPr06UNqaiqDBw+2qTGZTNaT21+VmZlJcnIyrq6urF69milTptj019fXU11dTVBQkN0ezzFjxnDXXXdx9OhRa5vZbCYwMNDhy87fffddli9fjsViIT4+nqioqG98nddOlufm5lJfX+9wD2dnpHApIiLSgXzfE9kd3ZUrV1i2bBk5OTn4+vqSlpZmdyK7qqqKsrIyFi9ebDd+165dpKam0r17d5599lnGjBljV+Pu7o6Liwtffvllm2u4dmLdYrFw7Ngxh3Pl5OTwzDPP4Obmxtq1a5k0aZLDz0tISOD8+fNkZmbaBdTGxkZcXV0d/iJQZ6U9lyIiInLDpKenk5OTg5+fH1u2bHH4qh+TyUS3bt3w9/e3aT98+DBpaWn06NGD9PR0h8ESwGg08pOf/ISjR49y7tw5u8/48MMPre+gLCgowGKx2L1Q/dy5c6xcuRJ3d3c2bNjQZrCEq68aqqys5MCBAzbthYWFFBYWEhAQYN1LeivQnUsRERG5Iaqqqti5cycuLi6EhoY6POjSs2dP6y/lfPUu4Pr162ltbSU4OJizZ8/avQgd4IEHHgBgyZIlxMbGEhsbS3h4OHfeeSfnzp1j37599OrVy7pv0mQyMWTIELtXHG3cuBGLxUJQUBDV1dVkZ2fbzRUaGorBYCAmJgaz2UxSUhLFxcUMHTqU8+fPs3fvXjw9PVmyZMl3/s5uRi719fX2bzIVERGRH0RNTY3dC7xvFW+88QarVq26bs3IkSMpKSkhISGB6dOnW9urqqrsfpnHkWu/rAPw0UcfsXXrVvLy8vj000/p1asXEyZM4Ne//rX1/0F4eDiTJ08mLi7OOq6lpYWQkBCam5uvO9e+ffu44447AKirqyM9PZ3c3Fxqa2vp1asXQUFBxMTE/CD/vzvy35HCpYiIyA3UkUOB3Dw68t+R9lyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiIiI0yhcioiIiIjTKFyKiIiIiNMoXIqIiMgNdeHCBZYvX87UqVOZOHEiv/rVr3j77bcd1hYWFhIYGMiFCxfs+i5dusTUqVPZsmVLm3N98cUXTJw4kddffx2AlpYW/vM//5PIyEh+9rOfERoayuOPP87hw4ftxjY3N7Nz504effRRgoODmTZtGs899xyNjY3f8cpvDQqXIiIicsNcvHiR6OhozGYzYWFhxMfH4+7uzjPPPMPOnTvt6s1mM/3798fHx8emvampiUWLFlFdXX3d+Y4dO0ZTUxP33nsvAH/605/YsGEDvXv3Jj4+nnnz5lFdXc2TTz5JVlaWzdhVq1bx3HPP4evrS0JCAj/72c945ZVXePzxx7FYLN/zm+i83Nt7ASIiInLreOGFF6irqyMjI4MRI0YAMGPGDObOncvWrVuZMWMGRqPRWm8ymZgwYYLNZ5SWlrJs2TJKS0u/dj6z2cyQIUPw8vLixIkTvP7669x///384Q9/sNaEh4cze/Zs0tLSmDJlCh4eHuTn5/PWW28RHh7O0qVLrbV33HEHGzZsIDs7m+nTp3/Pb6Nz0p1LERERuWFcXFyYMGGCNVgCuLm5MW7cOJqamigvL7e219TUUFJSQlBQkLVtx44dREVFUVNTwy9+8Yuvnc9sNlvD6ZEjR4CrYfIfGY1GQkJC+Oyzzzh37hwAn3zyCcOGDWPmzJk2tT/96U8BKC4u/jaXfUvRnUsREZEO5L6s6z/mbU9vT+3zvT9j5cqVDtuLi4txdXXF29vb2mYymTAYDIwePdqmburUqcyfP5/y8nJeeeWVNuf66KOP+PDDD63hctasWUycOJG77rrLrra2tha4GnQBpkyZwpQpU+zqzpw5A0C/fv2+7lJvWQqXIiIiHcjRmub2XsINc/nyZT744AP27NlDfn4+s2bNonfv3tZ+s9nMuHHj6NKli7Vt1apV1v/+x7ucjphMJrp3787IkSOBq3cohwwZYld34cIFDh06RI8ePRg0aJBdf0tLC1VVVbz//vts2rQJHx8fpk2b9p2u+VagcCkiIiLtYvXq1Rw6dAiAESNGMG/ePGtfS0sLR48eZeHChTZj/jFofh2TycT48eOtdyMduXz5Mk899RRffPEFTzzxBO7u9tHIbDazaNEiAH70ox+xZMkSevTo8Y3XcavRnksRERFpFw8//DBJSUn86le/oqSkhDlz5lhfOVRUVERDQ4PdYZ5vqqmpicLCwuuO//TTT4mPj+fMmTNMnjyZRx55xGHdnXfeybp163j66ae54447ePLJJ/nv//7v77SuW4HCpYiIiLSL4OBgQkJCePzxx/n3f/93qqurycjIAK7eLRwwYMB33tuYn5/PF198YX0F0Vd9+OGHREdHc+rUKe677z5Wr16Ni4uLw9qBAwfy85//nOnTp5ORkUHfvn31vsvr0GNxERGRDiTAy6O9l9AugoOD6datG3/729+Aq4+0//GU+LdlNpsZNmwYPXv2tOs7ceIEixYtor6+nlmzZvHkk0/i6vrN7rd169aN4OBg9uzZQ3l5Offcc893XmNnpXApIiLSgTjjRHZHVV9fT0xMDEOGDGHt2rU2fc3NzXzxxRfcdtttVFVVUVZWxuLFi7/zXGazmQcffNCu/fjx48THx2OxWPi3f/s3Zs2a5XD8H//4Rw4dOsTu3bvx9PS06bt2x/K22277zuvrzPRYXERERG4IT09P3N3deffdd+1egP7yyy/T3NxMaGgoJpOJbt264e/v/53m+fvf/05FRYXdI/GamhoWL15MU1MTv//979sMlnB1n2VdXZ3dq44++OAD/vrXv3LXXXcxYMCA77S+zk53LkVEROSGWbp0KfHx8cTFxREREUHPnj3Jz88nJyeHn/zkJ0RGRvL0008TEBDg8OT2N2EymfD09MTPz8+mfdu2bdTX1zNixAhaW1vJzs62GxsYGEivXr145JFHeOedd/jzn/9MZWUlo0ePprKykszMTFxcXFixYkWbezRvdQqXIiIicsOMHj2ajIwMtmzZwu7du2lqasLHx4f58+czZ84cXFxcyM/PJyEh4TvPcfjwYX7605/a7aPMy8sD4NSpU5w6dcrh2BdeeIFevXpx22238eKLL5KRkcHbb7/NO++8Q/fu3ZkwYQK//vWvHb6IXa5yqa+vb23vRYiIiNwqampq8PLyau9lyE2uI/8dac+liIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jcKliIiIiDiNwqWIiIiIOI3CpYiIiIg4jXt7L0BERERuLRcuXODFF1+ksLCQzz77DF9fXyIjI7nvvvvsagsLC5k/fz579+7Fx8eH+vp6tm7dynvvvUdNTQ1Go5GxY8cyf/587r77brvxX3zxBZMnT2bRokWEhYXR0tLC7t27ycrK4sMPP8Td3Z1hw4bxy1/+knvvvddmbHNzM6+++ipZWVlUVFTQs2dPJk+eTHR0NF27dv2hvp6bnsKliIiI3DAXL14kOjqa5uZmHn30UXr27Mlbb73FM888Q1VVFXPmzLGpN5vN9O/fHx8fHywWC3FxcZSVlTF16lSGDx9ORUUFmZmZvP/++2zbto1BgwbZjD927BhNTU3W4PinP/2J119/nfHjxzNjxgw+//xz9u/fz5NPPsny5cuZOnWqdeyqVat46623uO+++3j00UcpLS3llVde4ejRo2zdupXbbrvth//CbkIKlyIiInLDvPDCC9TV1ZGRkcGIESMAmDFjBnPnzmXr1q3MmDEDo9ForTeZTEyYMAGAXbt2UVpaylNPPcWMGTOsNZMnT2bevHk8//zzpKam2sxnNpsZMmQIXl5enDhxgtdff53777+fP/zhD9aa8PBwZs+eTVpaGlOmTMHDw4P8/HzeeustwsPDWbp0qbX2jjvuYMOGDWRnZzN9+vQf4iu66WnPpYiIiNwwLi4uTJgwwRosAdzc3Bg3bhxNTU2Ul5db22tqaigpKSEoKAiAvLw8PDw8CAsLs/nMYcOGMXDgQAoKCuzmM5vN1nB65MgR4GqY/EdGo5GQkBA+++wzzp07B8Ann3zCsGHDmDlzpk3tT3/6UwCKi4u/0/XfCnTnUkREpAMxrF7Q3kto0+crNn/vz1i5cqXD9uLiYlxdXfH29ra2mUwmDAYDo0ePBmDNmjXU1tbi5uZmM7a1tZW6ujpcXW3vmX300Ud8+OGH1nA5a9YsJk6cyF133WU3f21tLYD1s6dMmcKUKVPs6s6cOQNAv379vtH13ooULkVERDoQt9LT7b2EG+by5ct88MEH7Nmzh/z8fGbNmkXv3r2t/WazmXHjxtGlSxcAevfubdN/zcGDB/n444+ZOHGiTbvJZKJ79+6MHDkSuHqHcsiQIXbjL1y4wKFDh+jRo4fdnk2AlpYWqqqqeP/999m0aRM+Pj5Mmzbte117Z6ZwKSIiIu1i9erVHDp0CIARI0Ywb948a19LSwtHjx5l4cKF1/2M0tJSkpKScHNzIzo62qbPZDIxfvx4uzud/+jy5cs89dRTfPHFFzzxxBO4u9tHI7PZzKJFiwD40Y9+xJIlS+jRo8c3vcxbjvZcioiISLt4+OGHSUpK4le/+hUlJSXMmTOHCxcuAFBUVERDQ4P1kbYjxcXFLFiwgEuXLpGYmMg999xj7WtqaqKwsPC64z/99FPi4+M5c+YMkydP5pFHHnFYd+edd7Ju3Tqefvpp7rjjDp588kn++7//+ztedeencCkiIiLtIjg4mJCQEB5//HH+/d//nerqajIyMoCrdwsHDBjQ5t5Gk8nE448/Tn19PYmJiURERNj05+fn88UXX9i9u/KaDz/8kOjoaE6dOsV9993H6tWrcXFxcVg7cOBAfv7znzN9+nQyMjLo27cvzz33HI2Njd/j6jsvPRYXERHpQK4MGt7eS2gXwcHBdOvWjb/97W/A1fB47ZT4V2VmZpKcnIyrqyurV692ePDGbDYzbNgwevbsadd34sQJFi1aRH19PbNmzeLJJ5+0OwzUlm7duhEcHMyePXsoLy+3uVsqVylcioiIdCDOOJHdUdXX1xMTE8OQIUNYu3atTV9zczNffPEFt912G1VVVZSVlbF48WK7z9i1axepqal0796dZ599ljFjxjicy2w28+CDD9q1Hz9+nPj4eCwWC//2b//GrFmzHI7/4x//yKFDh9i9ezeenp42fdfuWOol6o7psbiIiIjcEJ6enri7u/Puu+9SWlpq0/fyyy/T3NxMaGgoJpOJbt264e/vb1Nz+PBh0tLS6NGjB+np6W0Gy7///e9UVFTYPRKvqalh8eLFNDU18fvf/77NYAlX91nW1dXxyiuv2LR/8MEH/PWvf+Wuu+5iwIAB3+Lqbx26cykiIiI3zNKlS4mPjycuLo6IiAh69uxJfn4+OTk5/OQnPyEyMpKnn36agIAAu5Pb69evp7W1leDgYM6ePcvZs2ftPv+BBx7AZDLh6emJn5+fTd+2bduor69nxIgRtLa2kp2dbTc+MDCQXr168cgjj/DOO+/w5z//mcrKSkaPHk1lZSWZmZm4uLiwYsWKNvdo3upc6uvrW9t7ESIiIreKmpoavLy82nsZ7ers2bNs2bKFwsJCmpqa8PHxYcqUKcyZMwcXFxcmT55MQkKCzc8rVlVV2f0yjyNHjhxh4cKF9OzZk9WrV9v0TZ8+nYqKiuuOf+GFFxg7diwAn3/+ORkZGbz99ttUV1fTvXt3AgIC+PWvf+3wRew3Ukf+O1K4FBERuYE6ciiQm0dH/jvSnksRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRqFSxERERFxGoVLEREREXEahUsRERERcRr39l6AiIiI3FouXLjAiy++SGFhIZ999hm+vr5ERkZy33332dUWFhYyf/589u7di4+PDw0NDezYsYOcnByqq6vx9vZm6tSpREVF4e5uH2u++OILJk+ezKJFiwgLC6OlpYXdu3eTlZXFhx9+iLu7O8OGDeOXv/wl9957r83Y5uZmXn31VbKysqioqKBnz55MnjyZ6Ohounbt+oN9Pzc7hUsRERG5YS5evEh0dDTNzc08+uij9OzZk7feeotnnnmGqqoq5syZY1NvNpvp378/Pj4+tLS0kJCQwMmTJwkLC2Po0KGcOHGCzZs3c/z4cVJTU+3mO3bsGE1NTdbg+Kc//YnXX3+d8ePHM2PGDD7//HP279/Pk08+yfLly5k6dap17KpVq3jrrbe47777ePTRRyktLeWVV17h6NGjbN26ldtuu+2H/bJuUgqXIiIicsO88MIL1NXVkZGRwYgRIwCYMWMGc+fOZevWrcyYMQOj0WitN5lMTJgwAYDs7GyKiopYuHAhjz32GAAzZ87EaDSyZ88ejhw5QmBgoM18ZrOZIUOG4OXlxYkTJ3j99de5//77+cMf/mCtCQ8PZ/bs2aSlpTFlyhQ8PDzIz8/nrbfeIjw8nKVLl1pr77jjDjZs2EB2djbTp0//ob6mm5r2XIqIiMgN4+LiwoQJE6zBEsDNzY1x48bR1NREeXm5tb2mpoaSkhKCgoIAuHz5Mr6+vkybNs3mM8ePHw/AmTNn7OYzm83WcHrkyBHgapj8R0ajkZCQED777DPOnTsHwCeffMKwYcOYOXOmTe1Pf/pTAIqLi7/9xd8idOdSRESkA/k8/8n2XkKbDOPSvvdnrFy50mF7cXExrq6ueHt7W9tMJhMGg4HRo0cDEBkZSWRkpMOxAP369bNp/+ijj/jwww+t4XLWrFlMnDiRu+66y+4zamtrgatBF2DKlClMmTLFru5agP3qXPJ/FC5FREQ6kC8/s7/71lldvnyZDz74gD179pCfn8+sWbPo3bu3td9sNjNu3Di6dOliN9ZisVBZWcmhQ4fYvn07fn5+hIaG2tSYTCa6d+/OyJEjgat3KIcMGWL3WRcuXODQoUP06NGDQYMG2fW3tLRQVVXF+++/z6ZNm/Dx8bG7eyr/R+FSRERE2sXq1as5dOgQACNGjGDevHnWvpaWFo4ePcrChQsdjt23bx8pKSkA3H777SxduhQPDw+bGpPJxPjx4613Ix25fPkyTz31FF988QVPPPGEwxPnZrOZRYsWAfCjH/2IJUuW0KNHj291rbcS7bkUERGRdvHwww+TlJTEr371K0pKSpgzZw4XLlwAoKioiIaGBusj7a8aMWIESUlJLFq0iC5duhAdHU1ubq61v6mpicLCwjbHA3z66afEx8dz5swZJk+ezCOPPOKw7s4772TdunU8/fTT3HHHHTz55JP893//9/e48s7Npb6+vrW9FyEiInKrqKmpwcvLq83+hpx/uYGr+Xa6/fNffrDPzs3NJTExkalTp7JixQo2btyIyWRi9+7dXzv24sWLzJo1i+7du7N//34A3nvvPRITE8nOzqZnz552Yz788EMSEhL44IMPuO+++1i1apXDu5Zf1dDQwC9+8Qs+++wz3njjjXZ73+XX/R21Jz0WFxER6UBcuw9r7yW0i+DgYLp168bf/vY34Ooj7WunxL+Ot7c3Y8aMITc3l/r6ejw9PTGbzQwbNsxhsDxx4gSLFi2ivr6eWbNm8eSTT+Lq+s0e5nbr1o3g4GD27NlDeXk599xzzze/yFuEwqWIiEgH4owT2R1VfX09MTExDBkyhLVr19r0NTc388UXX3DbbbdRVVVFWVkZixcvtqlJSEjg/PnzZGZm2t1lbGxsxNXV1Xr4x2w28+CDD9qt4fjx48THx2OxWPi3f/s3Zs2a5XCtf/zjHzl06BC7d+/G09PTbi5AL1Fvg/ZcioiIyA3h6emJu7s77777LqWlpTZ9L7/8Ms3NzYSGhmIymejWrRv+/v42Nf369aOyspIDBw7YtBcWFlJYWEhAQABdu3bl73//OxUVFXY/51hTU8PixYtpamri97//fZvBEq7us6yrq+OVV16xaf/ggw/461//yl133cWAAQO+w7fQ+enOpYiIiNwwS5cuJT4+nri4OCIiIujZsyf5+fnk5OTwk5/8hMjISJ5++mkCAgLs7k7GxMRgNptJSkqiuLiYoUOHcv78efbu3YunpydLliwBrj5S9/T0xM/Pz2b8tm3bqK+vZ8SIEbS2tpKdnW23vsDAQHr16sUjjzzCO++8w5///GcqKysZPXo0lZWVZGZm4uLiwooVK3BxcfnhvqibmA70iIiI3EAd+SDGjXL27Fm2bNlCYWEhTU1N+Pj4MGXKFObMmYOLiwuTJ08mISHB4c8r1tXVkZ6eTm5uLrW1tfTq1YugoCBiYmKs3+vChQvp2bMnq1evthk7ffp0Kioqrru2F154gbFjxwLw+eefk5GRwdtvv011dTXdu3cnICCAX//61w5fxH4jdeS/I4VLERGRG6gjhwK5eXTkvyPtuRQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERERGnUbgUEREREadRuBQRERERp1G4FBERkRvqwoULLF++nKlTpzJx4kR+9atf8fbbbzusLSwsJDAwkAsXLjjs37RpE4GBgRw7dsxh/xdffMHEiRN5/fXXAWhpaeE///M/iYyM5Gc/+xmhoaE8/vjjHD582G5sc3MzO3fu5NFHHyU4OJhp06bx3HPP0djY+B2v/NagcCkiIiI3zMWLF4mOjsZsNhMWFkZ8fDzu7u4888wz7Ny5067ebDbTv39/fHx87PoKCgocjvlHx44do6mpiXvvvReAP/3pT2zYsIHevXsTHx/PvHnzqK6u5sknnyQrK8tm7KpVq3juuefw9fUlISGBn/3sZ7zyyis8/vjjWCyW7/EtdG7u7b0AERERuXW88MIL1NXVkZGRwYgRIwCYMWMGc+fOZevWrcyYMQOj0WitN5lMTJgwwe5zLl26xO9//3vc3d354osv2pzPbDYzZMgQvLy8OHHiBK+//jr3338/f/jDH6w14eHhzJ49m7S0NKZMmYKHhwf5+fm89dZbhIeHs3TpUmvtHXfcwYYNG8jOzmb69OlO+EY6H925FBERkRvGxcWFCRMmWIMlgJubG+PGjaOpqYny8nJre01NDSUlJQQFBdl9zrp16/jyyy+ZOXPmdeczm83WcHrkyBHgapj8R0ajkZCQED777DPOnTsHwCeffMKwYcPsPv+nP/0pAMXFxd/0km85unMpIiLSgWx5Y3V7L6FNsQ+t+N6fsXLlSoftxcXFuLq64u3tbW0zmUwYDAZGjx5tU/vmm2/y9ttv89xzz1FUVNTmXB999BEffvihNVzOmjWLiRMnctddd9nV1tbWAleDLvD/27v7oKiuPP/j71YUFBeoVnwAEwd1KBwxyogP0SCmBmTWRAV1EdYhPqCjzihBB3TEilHWx1izG8fyh1G7UmYcS6hSo2VCFT4s7m53nNgGtUxERUWQB2HVlsHYAsrvD8re9DRmnKQDRD6v/zjne+499xZ/fOrcc28TExNDTEyMS11hYSEAffr0+ZarbN8ULkVERNqQ0uprrT2FFlNbW0tJSQk5OTlYrVYSEhLo0aOHo99isRAeHk7nzp0dbWVlZWzZsoWEhARGjhz5reHSbDbj4+PDkCFDgKYVyuDgYJe6srIy8vPz8fX1ZcCAAS79DQ0NVFZWcvr0abZv305gYCBTpkz5Hlf+YlO4FBERkVaRmZlJfn4+AKGhocyZM8fR19DQwJkzZ1i8eLGj7fHjx6xZs4ZevXrxm9/85u8e32w2M2rUKMdqZHNqa2tZuXIldXV1LFmyBA8P12hksVhIS0sDwMvLi+XLl+Pr6/u8l9nuaM+liIiItIpJkyaxZcsW5s6dS1FREUlJSY5PDp07d44HDx44vczz4Ycf8tVXX5GZmYmnp+e3Httut1NQUNDsy0BP3b9/n5SUFAoLC4mKiiI+Pr7Zur59+7J582YyMjIICAggNTWVgwcPfocrbh8ULkVERKRVREREEBkZycKFC1m/fj1VVVWYTCagabUwKCjIsbfx4sWLmEwmEhMT6dmzJzabDZvNht1uB5pWIG02G0+ePAHAarVSV1fn+ATR3yotLSU5OZmLFy8SHR1NZmYmBoOh2dr+/fvz+uuvExsbi8lkonfv3vre5bfQY3EREZE25CV/1z1/7UFERATe3t5cunQJaHqk/c23xC0WC48fP+ajjz7io48+chmfnp4OwMcff0xAQAAWi4WQkBCMRqNL7YULF0hLS8Nms5GQkEBqaiodOjzfepu3tzcRERHk5ORw8+ZNBg0a9F0u94WmcCkiItKGuOON7LbKZrMxb948goOD2bBhg1NffX09dXV1eHp6UllZyY0bNxyBEeCNN95g2LBhLsf85JNPyM3N5e233+anP/0p3bt3B5rC6MSJE13qz58/T0pKCo8ePWLZsmUkJCQ0O9eNGzeSn59PdnY2fn5+Tn1PVyz/3qP59krhUkRERFqEn58fHh4enDp1imvXrjm9mb13717q6+sZP348ZrMZb29vpzAZGBjY7K/0PH1bPCQkhOHDhwNQXFxMeXm5yyPx6upq0tPTsdvtrF27ll/+8pfPnGvfvn25d+8e+/btc3p5qKSkhBMnTtCvXz+CgoK+y2144SlcioiISItZsWIFKSkpLFq0iOnTp2M0GrFarZw8eZKhQ4eSmJhIRkYGI0aMaPbN7edhNpvx8/Nj8ODBTu27d+/GZrMRGhpKY2Mjubm5LmNHjhxJ9+7diY+P5/jx4+zZs4eKigrCwsKoqKjgwIEDGAwGVq9e/cw9mu2dwqWIiIi0mLCwMEwmEzt37iQ7Oxu73U5gYCALFiwgKSkJg8GA1Wpl6dKl3/kcn332GaNHj3bZR/mXv/wFaHo56OLFi82OzcrKonv37nh6erJjxw5MJhPHjh3j+PHj+Pj4MGbMGObPn9/sh9ilicFmszW29iRERETai+rqavz9/Vt7GvIj15b/j/QpIhERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4/WnoCIiIi0L2VlZezYsYOCggJqamoYOHAgiYmJREdHu9QWFBSwYMECDh06RGBgILm5ubz77rvNHveNN95w6aurqyMqKoq0tDQmT55MQ0MD2dnZHD16lNLSUjw8PAgJCWHWrFm8+uqrTmPr6+vZv38/R48epby8HKPRSFRUFMnJyXTt2tV9N+QFo3ApIiIiLeb27dskJydTX1/PjBkzMBqN5OXlsWrVKiorK0lKSnKqt1gsvPzyywQGBgJw9epVADIyMvD09HSqfVrzTWfPnsVutzuC46ZNmzhy5AijRo0iLi6Ohw8fcvjwYVJTU3nnnXd48803HWPXrl1LXl4e0dHRzJgxg2vXrrFv3z7OnDnDrl27XM4vTRQuRUREpMVkZWVx7949TCYToaGhAMTFxTF79mx27dpFXFwc3bp1c9SbzWbGjBnj+Pvq1asYjUZiY2Of63wWi4Xg4GD8/f25cOECR44cYcKECaxbt85RM23aNGbOnMn7779PTEwMnTp1wmq1kpeXx7Rp01ixYoWjNiAggK1bt5Kbm/vcc2hvtOdSREREWozBYGDMmDGOYAnQsWNHwsPDsdvt3Lx509FeXV1NUVERY8eOdbQVFRXRv3//5z6fxWJxhNPPP/8caAqT39StWzciIyOpqalxrIzeuXOHkJAQpk6d6lQ7evRoAC5fvvzcc2hvtHIpIiLShhw+fLi1p/BMU6ZM+d7HeNZ+ycuXL9OhQwd69erlaDObzXTp0oWwsDAA7t69y507d4iKigKa9kQ2NjbSuXPnZo9569YtSktLHeEyISGBcePG0a9fP5fau3fvAk1BFyAmJoaYmBiXusLCQgD69OnzXNfbHilcioiItCFVVVWtPYUWU1tbS0lJCTk5OVitVhISEujRo4ej32KxEB4e7giPT1cVKysreeutt7h69SpPnjxh0KBB/Pa3v2XEiBFOxzebzfj4+DBkyBCgaYUyODjYZR5lZWXk5+fj6+vLgAEDXPobGhqorKzk9OnTbN++ncDAQLcE7ReVwqWIiIi0iszMTPLz8wEIDQ1lzpw5jr6GhgbOnDnD4sWLHW1FRUUAnD9/npkzZzJ//nxKSkr405/+REpKCu+99x4RERGOerPZzKhRoxyrkc2pra1l5cqV1NXVsWTJEjw8XKORxWIhLS0NAC8vL5YvX46vr+/3uvYXmfZcioiISKuYNGkSW7ZsYe7cuRQVFZGUlERZWRkA586d48GDB04v8/zsZz9jzpw5mEwmZs2aRUREBDNnzuTDDz/E09OTzZs38+TJEwDsdjsFBQVO4//W/fv3SUlJobCwkKioKOLj45ut69u3L5s3byYjI4OAgABSU1M5ePCgG+/Ei0XhUkRERFpFREQEkZGRLFy4kPXr11NVVYXJZAKaVguDgoKc9jaGhYWxaNEiXnrpJafj9OnTh8jISKqqqrhx4wYAVquVuro6l29XPlVaWkpycjIXL14kOjqazMxMDAZDs7X9+/fn9ddfJzY2FpPJRO/evdm2bRtff/21O27DC0ePxUVERNqQnj17tvYUWkVERATe3t5cunQJaHqk/c23xP+e7t27A/DgwQOgKZyGhIRgNBpdai9cuEBaWho2m42EhARSU1Pp0OH51tu8vb2JiIggJyeHmzdvMmjQoOeeY3uhcCkiItKGvMgvithsNubNm0dwcDAbNmxw6quvr6eurg5PT08qKyu5ceMG6enpTjVpaWlcv36dffv24eXl5dT3dMWyb9++QFO4nDhxossczp8/T0pKCo8ePWLZsmUkJCQ0O9eNGzeSn59PdnY2fn5+Tn1PVyz1EfXm6bG4iIiItAg/Pz88PDw4deoU165dc+rbu3cv9fX1jB8/HrPZjLe3N8OGDXOq6dGjB7du3eLjjz92aj979iwWi4WxY8diNBopLi6mvLzc5ZF4dXU16enp2O121qxZ88xgCU0h9d69e+zbt8+pvaSkhBMnTtCvXz+CgoL+8ZvQDmjlUkRERFrMihUrSElJYdGiRUyfPh2j0YjVauXkyZMMHTqUxMREMjIyGDFihMub2/Pnz8disbB161auXr3K4MGDuXHjBgcPHsTf39+x0mk2m/Hz82Pw4MFO43fv3o3NZiM0NJTGxkZyc3Nd5jdy5Ei6d+9OfHw8x48fZ8+ePVRUVBAWFkZFRQUHDhzAYDCwevXqZ+7RbO8MNputsbUnISIi0l5UV1fj7+/f2tNoVVeuXGHnzp0UFBRgt9sJDAwkJiaGpKQkDAYDUVFRLF26tNmfV7xz5w47d+7EbDZz584djEYjY8eOZf78+Y77unjxYoxGI5mZmU5jY2NjKS8v/9a5ZWVlMXz4cAAePnyIyWTi2LFjVFVV4ePjw4gRI5g/f36zH2JvSW35/0jhUkREpAW15VAgPx5t+f9Iey5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtPFp7AiIiItK+lJWVsWPHDgoKCqipqWHgwIEkJiYSHR3tUltQUMCCBQs4dOgQgYGBAHz22Wd89NFHFBYW0rFjRwYNGsTChQsZPHiwy/i6ujqioqJIS0tj8uTJNDQ0kJ2dzdGjRyktLcXDw4OQkBBmzZrFq6++6jS2vr6e/fv3c/ToUcrLyzEajURFRZGcnEzXrl1/mJvzAtDKpYiIiLSY27dvk5ycjMViYfLkyaSkpODh4cGqVav405/+5FJvsVh4+eWXHcHy8OHDpKamcv/+fRYuXMivfvUrrl69yoIFC/jqq69cxp89exa73e4Ijps2bWLr1q306NGDlJQU5syZQ1VVFampqRw9etRp7Nq1a9m2bRsDBw5k6dKlvPbaa+zbt4+FCxfy6NGjH+DuvBi0cikiIiItJisri3v37mEymQgNDQUgLi6O2bNns2vXLuLi4ujWrZuj3mw2M2bMGACqqqr4wx/+QEhICB988AFeXl4A/OIXv2DGjBns2LGDP/7xj07ns1gsBAcH4+/vz4ULFzhy5AgTJkxg3bp1jppp06Yxc+ZM3n//fWJiYujUqRNWq5W8vDymTZvGihUrHLUBAQFs3bqV3NxcYmNjf6jb9KOmlUsRERFpMQaDgTFjxjiCJUDHjh0JDw/Hbrdz8+ZNR3t1dTVFRUWMHTsWgE8//RS73c7bb7/tCJYAL730Em+//TajRo1yOZ/FYnGE088//xxoCpPf1K1bNyIjI6mpqeHq1asA3Llzh5CQEKZOnepUO3r0aAAuX778ne/Bi04rlyIiIm1IduyfW3sKzzTj45nf+xjvvvtus+2XL1+mQ4cO9OrVy9FmNpvp0qULYWFhAFitVrp168bQoUMBaGhooKGhAS8vL2bMmOFyzFu3blFaWuoIlwkJCYwbN45+/fq51N69exdoCroAMTExxMTEuNQVFhYC0KdPn+e+5vZG4VJERKQNqSyoaO0ptJja2lpKSkrIycnBarWSkJBAjx49HP0Wi4Xw8HA6d+4MQHFxMb179+b69ev88Y9/xGq18vjxYwYMGMDixYsdK5xPmc1mfHx8GDJkCNC0QhkcHOwyj7KyMvLz8/H19WXAgAEu/Q0NDVRWVnL69Gm2b99OYGAgU6ZMceeteKHosbiIiIi0iszMTGbPns2nn35KaGgoc+bMcfQ1NDRw5swZx6ojQE1NDTU1Nfz617/Gz8+PdevWsXz5ch48eMDvfvc78vPznY5vNpsZNWqUYzWyObW1taxcuZK6ujrmzZuHh4frupvFYmHq1Km89957PH78mOXLl+Pr6/v9b8ALSuFSREREWsWkSZPYsmULc+fOpaioiKSkJMrKygA4d+4cDx48cAqX9fX1VFVV8cYbb/Bv//Zv/OIXv2D69Ons3r2bLl268Ic//IHGxkYA7HY7BQUFTuP/1v3790lJSaGwsJCoqCji4+Obrevbty+bN28mIyODgIAAUlNTOXjwoBvvxItF4VJERERaRUREBJGRkSxcuJD169dTVVWFyWQCmlYLg4KCnPY2Pn2J52/3V/bs2ZNx48Zx+/ZtiouLgab9mXV1dS7frnyqtLSU5ORkLl68SHR0NJmZmRgMhmZr+/fvz+uvv05sbCwmk4nevXuzbds2vv766+97C15I2nMpIiLShvQOa58vikRERODt7c2lS5eApkfaf7uHslevXly/fp3u3bu7jH/aVltbCzSF05CQEIxGo0vthQsXSEtLw2azkZCQQGpqKh06PN96m7e3NxEREeTk5HDz5k0GDRr0D11ne6BwKSIi0oa4443stspmszFv3jyCg4PZsGGDU199fT11dXV4enpSWVnJjRs3SE9Pd6oJDQ3l+vXrFBUV8corrzj13bp1C/i/t7gtFgsTJ050mcP58+dJSUnh0aNHLFu2jISEhGbnunHjRvLz88nOzsbPz8+p7+mKpaen5/NffDuix+IiIiLSIvz8/PDw8ODUqVNcu3bNqW/v3r3U19czfvx4zGYz3t7eDBs2zKlm0qRJAOzatYvHjx872q9du8b//M//MHz4cHr06EFxcTHl5eUuj8Srq6tJT0/HbrezZs2aZwZLaNpnee/ePfbt2+fUXlJSwokTJ+jXrx9BQUHf5Ta88LRyKSIiIi1mxYoVpKSksGjRIqZPn47RaMRqtXLy5EmGDh1KYmIiGRkZjBgxwuXN7aFDhzJz5kz+/Oc/8+tf/5p//ud/5u7du2RnZ+Pp6UlaWhrQ9Ejdz8/P5bfGd+/ejc1mIzQ0lMbGRnJzc13mN3LkSLp37058fDzHjx9nz549VFRUEBYWRkVFBQcOHMBgMLB69epn7tFs7ww2m62xtSchIiLSXlRXV+Pv79/a02hVV65cYefOnRQUFGC32wkMDCQmJoakpCQMBgNRUVEsXbr0mT+v+Mknn5CTk8P169fx8vJi+PDhLFy4kJ/85CcALF68GKPRSGZmptO42NhYysvLv3VuWVlZDB8+HICHDx9iMpk4duwYVVVV+Pj4MGLECObPn9/sh9hbUlv+P1K4FBERaUFtORTIj0db/j/SnksRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuP1p6AiIiItC9lZWXs2LGDgoICampqGDhwIImJiURHR7vUFhQUsGDBAg4dOsRvfvMbKioqvvXYH3/8MQEBAY6/6+rqiIqKIi0tjcmTJ9PQ0EB2djZHjx6ltLQUDw8PQkJCmDVrFq+++qrTserr69m/fz9Hjx6lvLwco9FIVFQUycnJdO3a1T034wWkcCkiIiIt5vbt2yQnJ1NfX8+MGTMwGo3k5eWxatUqKisrSUpKcqq3WCy8/PLLBAYGsnTpUh4+fOhyzEuXLrF//35CQ0Pp2bOnU9/Zs2ex2+2O4Lhp0yaOHDnCqFGjiIuL4+HDhxw+fJjU1FTeeecd3nzzTcfYtWvXkpeXR3R0NDNmzODatWvs27ePM2fOsGvXLjw9PX+AO/Tjp3ApIiIiLSYrK4t79+5hMpkIDQ0FIC4ujtmzZ7Nr1y7i4uLo1q2bo95sNjNmzBgAxo8f73K8Bw8esHv3bvz8/Ni4cSMeHs7RxmKxEBwcjL+/PxcuXODIkSNMmDCBdevWOWqmTZvGzJkzef/994mJiaFTp05YrVby8vKYNm0aK1ascNQGBASwdetWcnNziY2NdeOdeXFoz6WIiIi0GIPBwJgxYxzBEqBjx46Eh4djt9u5efOmo726upqioiLGjh37zONlZWVRWlpKamoqvXr1cum3WCyOcPr5558DTWHym7p160ZkZCQ1NTVcvXoVgDt37hASEsLUqVOdakePHg3A5cuX/5HLble0cikiItKGRB+tau0pPNOxN3v+/aK/49133222/fLly3To0MEpIJrNZrp06UJYWFizY27cuMGBAwcYNmwYEydOdOm/desWpaWljnCZkJDAuHHj6Nevn0vt3bt3gaagCxATE0NMTIxLXWFhIQB9+vT5tsts1xQuRURE2pAz1fWtPYUWU1tbS0lJCTk5OVitVhISEujRo4ej32KxEB4eTufOnZsdv3PnTh4/fszixYub7Tebzfj4+DBkyBCgaYUyODjYpa6srIz8/Hx8fX0ZMGCAS39DQwOVlZWcPn2a7du3ExgYyJQpU77LJbcLCpciIiLSKjIzM8nPzwcgNDSUOXPmOPoaGho4c+bMM4NjRUUF+fn5DB8+nFdeeaXZGrPZzKhRoxyrkc2pra1l5cqV1NXVsWTJEpc9m9AUctPS0gDw8vJi+fLl+Pr6Pu9ltjvacykiIiKtYtKkSWzZsoW5c+dSVFREUlISZWVlAJw7d44HDx44Hmn/rUOHDvH48WPeeuutZvvtdjsFBQXPHA9w//59UlJSKCwsJCoqivj4+Gbr+vbty+bNm8nIyCAgIIDU1FQOHjz4D15t+6FwKSIiIq0iIiKCyMhIFi5cyPr166mqqsJkMgFNq4VBQUHP3Nt48uRJjEYjI0eObLbfarVSV1fn8u3Kp0pLS0lOTubixYtER0eTmZmJwWBotrZ///68/vrrxMbGYjKZ6N27N9u2bePrr7/+Dlf94tNjcRERkTZkhH+n1p5Cq4iIiMDb25tLly4BTY+0n/WWeHFxMSUlJcTHxz/zkbfFYiEkJASj0ejSd+HCBdLS0rDZbCQkJJCamkqHDs+33ubt7U1ERAQ5OTncvHmTQYMGPecVth8KlyIiIm2IO97IbqtsNhvz5s0jODiYDRs2OPXV19dTV1eHp6cnlZWV3Lhxg/T09GaPU1BQAPzfZ4GaY7FYmn2D/Pz586SkpPDo0SOWLVtGQkJCs+M3btxIfn4+2dnZ+Pn5OfU9XbHUR9Sbp8fiIiIi0iL8/Pzw8PDg1KlTXLt2zalv79691NfXM378eMxmM97e3gwbNqzZ4zxd3XzWqmFxcTHl5eUuj8Srq6tJT0/HbrezZs2aZwZLaNpnee/ePfbt2+fUXlJSwokTJ+jXrx9BQUF/75LbJa1cioiISItZsWIFKSkpLFq0iOnTp2M0GrFarZw8eZKhQ4eSmJhIRkYGI0aMaPbNbYCbN2/i6elJ9+7dm+03m834+fkxePBgp/bdu3djs9kIDQ2lsbGR3Nxcl7EjR46ke/fuxMfHc/z4cfbs2UNFRQVhYWFUVFRw4MABDAYDq1evfuYezfZO4VJERERaTFhYGCaTiZ07d5KdnY3dbicwMJAFCxaQlJSEwWDAarWydOnSZx7DZrM5/UTk3/rss88YPXq0yz7Kv/zlLwBcvHiRixcvNjs2KyuL7t274+npyY4dOzCZTBw7dozjx4/j4+PDmDFjmD9/frMfYpcmBpvN1tjakxAREWkvqqur8ff3b+1pyI9cW/4/0p5LEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbhUsRERERcRuFSxERERFxG4VLEREREXEbj9aegIiIiLQvZWVl7Nixg4KCAmpqahg4cCCJiYlER0e71BYUFLBgwQIOHTpEYGAgDx484IMPPiA/P5///d//xWg0EhkZyaJFi+jWrZvL+Lq6OqKiokhLS2Py5Mk0NDSQnZ3N0aNHKS0txcPDg5CQEGbNmsWrr77qNLa+vp79+/dz9OhRysvLMRqNREVFkZycTNeuXX+w+/Njp3ApIiIiLeb27dskJydTX1/PjBkzMBqN5OXlsWrVKiorK0lKSnKqt1gsvPzyywQGBtLQ0MDixYv58ssvmTBhAj//+c+5dOkSBw4c4Pz585hMJjw9PZ3Gnz17Frvd7giOmzZt4siRI4waNYq4uDgePnzI4cOHSU1N5Z133uHNN990jF27di15eXlER0czY8YMrl27xr59+zhz5gy7du1yOZc0UbgUERGRFpOVlcW9e/cwmUyEhoYCEBcXx+zZs9m1axdxcXFOK5Bms5kxY8YA8F//9V98+eWXTJ06ld///veOml69erFz504++eQTpk6d6nQ+i8VCcHAw/v7+XLhwgSNHjjBhwgTWrVvnqJk2bRozZ87k/fffJyYmhk6dOmG1WsnLy2PatGmsWLHCURsQEMDWrVvJzc0lNjb2h7hFP3racykiIiItxmAwMGbMGEewBOjYsSPh4eHY7XZu3rzpaK+urqaoqIixY8cCUFJSAsBrr73mdMzx48cDcPnyZZfzWSwWRzj9/PPPgaYw+U3dunUjMjKSmpoarl69CsCdO3cICQlxCaujR49+5rmkiVYuRURE2pAumb9p7Sk808PV/+97H+Pdd99ttv3y5ct06NCBXr16OdrMZjNdunQhLCwMgH79+gFw/fp1p4D5NJD27NnT6Zi3bt2itLTUES4TEhIYN26c4zjfdPfuXaAp6ALExMQQExPjUldYWAhAnz59nuNq2yeFSxERkTak47WvWnsKLaa2tpaSkhJycnKwWq0kJCTQo0cPR7/FYiE8PJzOnTsDMG7cOCIjI/nwww/p0aMHYWFhFBUV8e///u/07NmTKVOmOB3fbDbj4+PDkCFDgKYVyuDgYJd5lJWVkZ+fj6+vLwMGDHDpb2hooLKyktOnT7N9+3YCAwNdziX/R+FSREREWkVmZib5+fkAhIaGMmfOHEdfQ0MDZ86cYfHixY62jh07Mn/+fEpKSlizZo2j3Wg0kpWV5RRMoSlcjho1yrEa2Zza2lpWrlxJXV0dS5YswcPDNRpZLBbS0tIA8PLyYvny5fj6+n6XS24XtOdSREREWsWkSZPYsmULc+fOpaioiKSkJMrKygA4d+4cDx48cDzShqY3v+fOnUtVVRULFixgy5YtLFmyhCdPnrBgwQKuXLniqLXb7RQUFDiN/1v3798nJSWFwsJCoqKiiI+Pb7aub9++bN68mYyMDAICAkhNTeXgwYNuugsvHq1cioiISKuIiIgAIDIyksGDB/O73/0Ok8nE6tWrsVgsBAUFOe1tzMrKoqGhgaysLMejbmh6XP6rX/2K9evXs2fPHgCsVit1dXUu3658qrS0lKVLl1JSUkJ0dDRr167FYDA0W9u/f3/69+8PQHR0NP/6r//Ktm3b+OUvf6nvXTZD4VJERKQNeTzgZ609hVYRERGBt7c3ly5dApoeaT99S/ypq1ev8pOf/MQpWELTiz4///nP+eyzz6itraVbt25YLBZCQkIwGo0u57pw4QJpaWnYbDYSEhJITU2lQ4fne5jr7e1NREQEOTk53Lx5k0GDBn3HK35xKVyKiIi0Ie54I7utstlszJs3j+DgYDZs2ODUV19fT11dHZ6enlRWVnLjxg3S09Odajp16sSTJ0+aPfbT9sbGRqBpn+TEiRNd6s6fP09KSgqPHj1i2bJlJCQkNHu8jRs3kp+fT3Z2Nn5+fk59X3/9NYA+ov4M2nMpIiIiLcLPzw8PDw9OnTrFtWvXnPr27t1LfX0948ePx2w24+3tzbBhw5xqxo4dS3FxMZ999plT+9WrVykoKOBnP/sZ//RP/0RxcTHl5eUuj8Srq6tJT0/HbrezZs2aZwZLaNpnee/ePfbt2+fUXlJSwokTJ+jXrx9BQUHf4S68+LRyKSIiIi1mxYoVpKSksGjRIqZPn47RaMRqtXLy5EmGDh1KYmIiGRkZjBgxwuXN7d/+9rd88cUXpKenM2XKFH76059SWlrKwYMH8fDwcPySjtlsxs/Pj8GDBzuN3717NzabjdDQUBobG8nNzXWZ38iRI+nevTvx8fEcP36cPXv2UFFRQVhYGBUVFRw4cACDwcDq1aufuUezvTPYbLbG1p6EiIhIe1FdXY2/v39rT6NVXblyhZ07d1JQUIDdbicwMJCYmBiSkpIwGAxERUWxdOnSZn9e8c6dO+zevZv//u//5s6dO/j6+hIeHs78+fMdH0dfvHgxRqORzMxMp7GxsbGUl5d/69yysrIYPnw4AA8fPsRkMnHs2DGqqqrw8fFhxIgRTudqLW35/0jhUkREpAW15VAgPx5t+f9Iey5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtFC5FRERExG0ULkVERETEbRQuRURERMRtPFp7AiIiItK+lJWVsWPHDgoKCqipqWHgwIEkJiYSHR3tUltQUMCCBQs4dOgQgYGB3L9/nw8++ID8/Hz++te/8tJLLzFlyhT+5V/+hQ4dXNfM6urqiIqKIi0tjcmTJ9PQ0EB2djZHjx6ltLQUDw8PQkJCmDVrFq+++qrT2Pr6evbv38/Ro0cpLy/HaDQSFRVFcnIyXbt2/cHuz4+dwqWIiIi0mNu3b5OcnEx9fT0zZszAaDSSl5fHqlWrqKysJCkpyaneYrHw8ssvExgYyF//+lfmz59PcXEx48ePZ+TIkVy5coX/+I//4IsvvmDTpk0YDAan8WfPnsVutzuC46ZNmzhy5AijRo0iLi6Ohw8fcvjwYVJTU3nnnXd48803HWPXrl1LXl4e0dHRzJgxg2vXrrFv3z7OnDnDrl278PT0/OFv2I+QwqWIiIi0mKysLO7du4fJZCI0NBSAuLg4Zs+eza5du4iLi6Nbt26OerPZzJgxYwD48MMPKS4u5q233mLx4sWOmuDgYN577z0+/fRT3njjDafzWSwWgoOD8ff358KFCxw5coQJEyawbt06R820adOYOXMm77//PjExMXTq1Amr1UpeXh7Tpk1jxYoVjtqAgAC2bt1Kbm4usbGxP8Qt+tHTnksRERFpMQaDgTFjxjiCJUDHjh0JDw/Hbrdz8+ZNR3t1dTVFRUWMHTsWgP/8z/+ka9euzJs3z+mYU6dOxdfXl0OHDrmcz2KxOMLp559/DjSFyW/q1q0bkZGR1NTUcPXqVQDu3LlDSEgIU6dOdaodPXo0AJcvX/5O198eaOVSRESkDXloTW3tKTxTl/D3v/cx3n333WbbL1++TIcOHejVq5ejzWw206VLF8LCwoCmR+oDBw7Ey8vLaWyHDh0IDAyksLCQxsZGx6PxW7duUVpa6giXCQkJjBs3jn79+rmc/+7du0BT0AWIiYkhJibGpa6wsBCAPn36/EPX3Z4oXIqIiLQhT2oKW3sKLaa2tpaSkhJycnKwWq0kJCTQo0cPR7/FYiE8PJzOnTsD0LVrVx48eNDssWw2G3V1ddy/fx8/Pz+gKZz6+PgwZMgQoGmFMjg42GVsWVkZ+fn5+Pr6MmDAAJf+hoYGKisrOX36NNu3bycwMJApU6Z838t/YSlcioiISKvIzMwkPz8fgNDQUObMmePoa2ho4MyZM057K1955RXMZjNffvklgwcPdrR/9dVXVFRUAPDo0SNHu9lsZtSoUY7VyObU1taycuVK6urqWLJkCR4ertHIYrGQlpYGgJeXF8uXL8fX1/e7XXQ7oD2XIiIi0iomTZrEli1bmDt3LkVFRSQlJVFWVgbAuXPnePDggeORNkBycjIdOnRg+fLlHD9+nPLyck6dOsXvf/97fHx8gP97rG232ykoKHAa/7fu379PSkoKhYWFREVFER8f32xd37592bx5MxkZGQQEBJCamsrBgwfddRteOAqXIiIi0ioiIiKIjIxk4cKFrF+/nqqqKkwmE9C0WhgUFOS0t3Hw4MFs2bIFgIyMDGJjY1m9ejVTp05l/PjxAI6QabVaqaurc/l25VOlpaUkJydz8eJFoqOjyczMdPmM0VP9+/fn9ddfJzY2FpP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"text/plain": [ - "
" + "" ] }, + "execution_count": 298, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "dffConCaseDiff.plot()\n", - "plt.xlabel('Daily Infection Rate')\n", - "plt.ylabel('Date')\n", - "plt.title('Total Daily Infection Rate')\n", - "plt.show()" + "ConfirmdCasediff" ] }, { "cell_type": "code", - "execution_count": 754, + "execution_count": null, "id": "833deac5", "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'function' object has no attribute 'iloc'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[299], line 2\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[39m# Calculate the maximum infection rate for each day\u001b[39;00m\n\u001b[1;32m----> 2\u001b[0m max_infection_rate \u001b[39m=\u001b[39m ConfirmdCasediff\u001b[39m.\u001b[39;49miloc[:, \u001b[39m1\u001b[39m:]\u001b[39m.\u001b[39mmax(axis\u001b[39m=\u001b[39m\u001b[39m1\u001b[39m)\n", + "\u001b[1;31mAttributeError\u001b[0m: 'function' object has no attribute 'iloc'" + ] + } + ], "source": [ "# Calculate the maximum infection rate for each day\n", - "max_infection_rate = dffConCaseDiff.iloc[:, 1:].max(axis=1)" + "max_infection_rate = ConfirmdCasediff.iloc[:, 1:].max(axis=1)" ] }, { "cell_type": "code", - "execution_count": 755, + "execution_count": null, "id": "44081a10", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Country/Region\n", - "Afghanistan NaN\n", - "Albania 136342.0\n", - "Algeria 52524.0\n", - "Andorra 0.0\n", - "Angola 64891.0\n", - " ... \n", - "West Bank and Gaza 301322.0\n", - "Winter Olympics 2022 0.0\n", - "Yemen 11410.0\n", - "Zambia 331190.0\n", - "Zimbabwe 1.0\n", - "Length: 201, dtype: float64" + "0 None\n", + "1 0\n", + "2 0\n", + "3 0\n", + "4 0\n", + " ... \n", + "1101 0\n", + "1102 0\n", + "1103 0\n", + "1104 0\n", + "1105 0\n", + "Length: 1106, dtype: object" ] }, - "execution_count": 755, + "execution_count": 287, "metadata": {}, "output_type": "execute_result" } @@ -13063,7 +13804,7 @@ }, { "cell_type": "code", - "execution_count": 756, + "execution_count": null, "id": "94217836", "metadata": {}, "outputs": [], @@ -13074,17 +13815,17 @@ }, { "cell_type": "code", - "execution_count": 757, + "execution_count": null, "id": "ea8a73d5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "103799897.0" + "6158" ] }, - "execution_count": 757, + "execution_count": 289, "metadata": {}, "output_type": "execute_result" } @@ -13095,7 +13836,7 @@ }, { "cell_type": "code", - "execution_count": 758, + "execution_count": null, "id": "33b14fe2", "metadata": {}, "outputs": [], @@ -13105,7 +13846,7 @@ }, { "cell_type": "code", - "execution_count": 759, + "execution_count": null, "id": "2ecd6172", "metadata": {}, "outputs": [ @@ -13126,7 +13867,7 @@ }, { "cell_type": "code", - "execution_count": 766, + "execution_count": null, "id": "455faf9b", "metadata": {}, "outputs": [ @@ -13279,7 +14020,7 @@ }, { "cell_type": "code", - "execution_count": 764, + "execution_count": null, "id": "cab35937", "metadata": { "collapsed": true @@ -13385,7 +14126,7 @@ }, { "cell_type": "code", - "execution_count": 868, + "execution_count": null, "id": "4b009630", "metadata": {}, "outputs": [], @@ -13395,7 +14136,7 @@ }, { "cell_type": "code", - "execution_count": 869, + "execution_count": null, "id": "d223abd6", "metadata": {}, "outputs": [ @@ -13638,7 +14379,7 @@ }, { "cell_type": "code", - "execution_count": 858, + "execution_count": null, "id": "2d1a94e0", "metadata": {}, "outputs": [], @@ -13649,7 +14390,7 @@ }, { "cell_type": "code", - "execution_count": 859, + "execution_count": null, "id": "c2ff1fc5", "metadata": { "scrolled": true @@ -13661,7 +14402,7 @@ }, { "cell_type": "code", - "execution_count": 860, + "execution_count": null, "id": "987bd9e0", "metadata": {}, "outputs": [ @@ -13815,7 +14556,7 @@ }, { "cell_type": "code", - "execution_count": 870, + "execution_count": null, "id": "ae7ade59", "metadata": {}, "outputs": [], @@ -13826,7 +14567,7 @@ }, { "cell_type": "code", - "execution_count": 871, + "execution_count": null, "id": "46c429f7", "metadata": {}, "outputs": [ @@ -13945,7 +14686,7 @@ }, { "cell_type": "code", - "execution_count": 874, + "execution_count": null, "id": "d11e897b", "metadata": {}, "outputs": [ @@ -13982,7 +14723,7 @@ }, { "cell_type": "code", - "execution_count": 875, + "execution_count": null, "id": "3fb3f968", "metadata": {}, "outputs": [ From 15d3a7ac2332789867d32470876e05f5662a37b1 Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Thu, 20 Jul 2023 09:35:01 +0100 Subject: [PATCH 12/35] Phase1 --- My_Capstone Project-Copy1.ipynb | 505 ++++++++++++++------------------ 1 file changed, 220 insertions(+), 285 deletions(-) diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index dfaf87c7..d3ecc35e 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -2,31 +2,10 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 4, "id": "77550c18", "metadata": {}, - "outputs": [ - { - "ename": "KeyboardInterrupt", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[1], line 4\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mnumpy\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mnp\u001b[39;00m\n\u001b[0;32m 3\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39murllib\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mrequest\u001b[39;00m\n\u001b[1;32m----> 4\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mpandas\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mpd\u001b[39;00m\n\u001b[0;32m 5\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mcsv\u001b[39;00m\n\u001b[0;32m 6\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mbs4\u001b[39;00m \u001b[39mimport\u001b[39;00m BeautifulSoup\n", - "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\__init__.py:22\u001b[0m\n\u001b[0;32m 19\u001b[0m \u001b[39mdel\u001b[39;00m _hard_dependencies, _dependency, _missing_dependencies\n\u001b[0;32m 21\u001b[0m \u001b[39m# numpy compat\u001b[39;00m\n\u001b[1;32m---> 22\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mcompat\u001b[39;00m \u001b[39mimport\u001b[39;00m is_numpy_dev \u001b[39mas\u001b[39;00m _is_numpy_dev \u001b[39m# pyright: ignore # noqa:F401\u001b[39;00m\n\u001b[0;32m 24\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m 25\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39m_libs\u001b[39;00m \u001b[39mimport\u001b[39;00m hashtable \u001b[39mas\u001b[39;00m _hashtable, lib \u001b[39mas\u001b[39;00m _lib, tslib \u001b[39mas\u001b[39;00m _tslib\n", - "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\compat\\__init__.py:25\u001b[0m\n\u001b[0;32m 17\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mcompat\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39m_constants\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[0;32m 18\u001b[0m IS64,\n\u001b[0;32m 19\u001b[0m PY39,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 22\u001b[0m PYPY,\n\u001b[0;32m 23\u001b[0m )\n\u001b[0;32m 24\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mcompat\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mcompressors\u001b[39;00m\n\u001b[1;32m---> 25\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mcompat\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mnumpy\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[0;32m 26\u001b[0m is_numpy_dev,\n\u001b[0;32m 27\u001b[0m np_version_under1p21,\n\u001b[0;32m 28\u001b[0m )\n\u001b[0;32m 29\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mcompat\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mpyarrow\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[0;32m 30\u001b[0m pa_version_under7p0,\n\u001b[0;32m 31\u001b[0m pa_version_under8p0,\n\u001b[0;32m 32\u001b[0m pa_version_under9p0,\n\u001b[0;32m 33\u001b[0m pa_version_under11p0,\n\u001b[0;32m 34\u001b[0m )\n\u001b[0;32m 37\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mset_function_name\u001b[39m(f: F, name: \u001b[39mstr\u001b[39m, \u001b[39mcls\u001b[39m) \u001b[39m-\u001b[39m\u001b[39m>\u001b[39m F:\n", - "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\compat\\numpy\\__init__.py:4\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[39m\"\"\" support numpy compatibility across versions \"\"\"\u001b[39;00m\n\u001b[0;32m 2\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mnumpy\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mnp\u001b[39;00m\n\u001b[1;32m----> 4\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mutil\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mversion\u001b[39;00m \u001b[39mimport\u001b[39;00m Version\n\u001b[0;32m 6\u001b[0m \u001b[39m# numpy versioning\u001b[39;00m\n\u001b[0;32m 7\u001b[0m _np_version \u001b[39m=\u001b[39m np\u001b[39m.\u001b[39m__version__\n", - "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\util\\__init__.py:2\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[39m# pyright: reportUnusedImport = false\u001b[39;00m\n\u001b[1;32m----> 2\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mutil\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39m_decorators\u001b[39;00m \u001b[39mimport\u001b[39;00m ( \u001b[39m# noqa:F401\u001b[39;00m\n\u001b[0;32m 3\u001b[0m Appender,\n\u001b[0;32m 4\u001b[0m Substitution,\n\u001b[0;32m 5\u001b[0m cache_readonly,\n\u001b[0;32m 6\u001b[0m )\n\u001b[0;32m 8\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mcore\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mutil\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mhashing\u001b[39;00m \u001b[39mimport\u001b[39;00m ( \u001b[39m# noqa:F401\u001b[39;00m\n\u001b[0;32m 9\u001b[0m hash_array,\n\u001b[0;32m 10\u001b[0m hash_pandas_object,\n\u001b[0;32m 11\u001b[0m )\n", - "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\util\\_decorators.py:14\u001b[0m\n\u001b[0;32m 6\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mtyping\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[0;32m 7\u001b[0m Any,\n\u001b[0;32m 8\u001b[0m Callable,\n\u001b[0;32m 9\u001b[0m Mapping,\n\u001b[0;32m 10\u001b[0m cast,\n\u001b[0;32m 11\u001b[0m )\n\u001b[0;32m 12\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mwarnings\u001b[39;00m\n\u001b[1;32m---> 14\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39m_libs\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mproperties\u001b[39;00m \u001b[39mimport\u001b[39;00m cache_readonly\n\u001b[0;32m 15\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39m_typing\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[0;32m 16\u001b[0m F,\n\u001b[0;32m 17\u001b[0m T,\n\u001b[0;32m 18\u001b[0m )\n\u001b[0;32m 19\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mutil\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39m_exceptions\u001b[39;00m \u001b[39mimport\u001b[39;00m find_stack_level\n", - "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\_libs\\__init__.py:13\u001b[0m\n\u001b[0;32m 1\u001b[0m __all__ \u001b[39m=\u001b[39m [\n\u001b[0;32m 2\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mNaT\u001b[39m\u001b[39m\"\u001b[39m,\n\u001b[0;32m 3\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mNaTType\u001b[39m\u001b[39m\"\u001b[39m,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 9\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mInterval\u001b[39m\u001b[39m\"\u001b[39m,\n\u001b[0;32m 10\u001b[0m ]\n\u001b[1;32m---> 13\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39m_libs\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39minterval\u001b[39;00m \u001b[39mimport\u001b[39;00m Interval\n\u001b[0;32m 14\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mpandas\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39m_libs\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mtslibs\u001b[39;00m \u001b[39mimport\u001b[39;00m (\n\u001b[0;32m 15\u001b[0m NaT,\n\u001b[0;32m 16\u001b[0m NaTType,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 21\u001b[0m iNaT,\n\u001b[0;32m 22\u001b[0m )\n", - "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\_libs\\interval.pyx:1\u001b[0m, in \u001b[0;36minit pandas._libs.interval\u001b[1;34m()\u001b[0m\n", - "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\_libs\\hashtable.pyx:1\u001b[0m, in \u001b[0;36minit pandas._libs.hashtable\u001b[1;34m()\u001b[0m\n", - "File \u001b[1;32m:405\u001b[0m, in \u001b[0;36mparent\u001b[1;34m(self)\u001b[0m\n", - "\u001b[1;31mKeyboardInterrupt\u001b[0m: " - ] - } - ], + "outputs": [], "source": [ "import requests\n", "import numpy as np\n", @@ -45,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "c33788a4", "metadata": {}, "outputs": [], @@ -56,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "ae56e727", "metadata": {}, "outputs": [ @@ -417,7 +396,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 149, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -428,7 +407,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "0cd70b2e", "metadata": {}, "outputs": [], @@ -438,7 +417,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "c0c16e8b", "metadata": {}, "outputs": [ @@ -799,7 +778,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 151, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -810,7 +789,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "86b8f22a", "metadata": {}, "outputs": [ @@ -832,7 +811,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "c9d254f2", "metadata": {}, "outputs": [], @@ -842,7 +821,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "4c0176f8", "metadata": {}, "outputs": [], @@ -853,7 +832,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "7f1aa9b8", "metadata": {}, "outputs": [ @@ -1214,7 +1193,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 155, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -1233,7 +1212,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "718e188b", "metadata": {}, "outputs": [], @@ -1243,7 +1222,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "id": "621b2f14", "metadata": {}, "outputs": [ @@ -1604,7 +1583,7 @@ "[274 rows x 1147 columns]" ] }, - "execution_count": 157, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -1615,7 +1594,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "74018908", "metadata": {}, "outputs": [], @@ -1625,7 +1604,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "a5e0afc0", "metadata": { "collapsed": true @@ -1988,7 +1967,7 @@ "[274 rows x 573 columns]" ] }, - "execution_count": 159, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -1999,7 +1978,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "6a762d4b", "metadata": {}, "outputs": [], @@ -2009,7 +1988,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "ffc64d1e", "metadata": { "collapsed": true @@ -2372,7 +2351,7 @@ "[274 rows x 570 columns]" ] }, - "execution_count": 161, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -2383,7 +2362,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "69f8d0af", "metadata": { "collapsed": true @@ -2407,7 +2386,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "id": "30577ae7", "metadata": {}, "outputs": [], @@ -2425,7 +2404,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "id": "a947667d", "metadata": {}, "outputs": [], @@ -2435,7 +2414,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "id": "b98b10cd", "metadata": { "collapsed": true @@ -2798,7 +2777,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 165, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -2809,7 +2788,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "id": "5248a090", "metadata": {}, "outputs": [], @@ -2820,7 +2799,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "id": "934622ec", "metadata": {}, "outputs": [], @@ -2830,7 +2809,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "id": "6858138e", "metadata": {}, "outputs": [], @@ -2840,7 +2819,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "id": "4597fb06", "metadata": {}, "outputs": [ @@ -3201,7 +3180,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 169, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -3212,7 +3191,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "id": "888a316c", "metadata": {}, "outputs": [ @@ -3242,7 +3221,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "id": "133e0130", "metadata": {}, "outputs": [], @@ -3252,7 +3231,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 29, "id": "a250108b", "metadata": { "collapsed": true @@ -3972,7 +3951,7 @@ "36 0.1 0.4 1.03 " ] }, - "execution_count": 172, + "execution_count": 29, "metadata": {}, "output_type": "execute_result" } @@ -3983,7 +3962,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 30, "id": "dd20a8a7", "metadata": {}, "outputs": [ @@ -4019,7 +3998,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "id": "8f9e37e7", "metadata": {}, "outputs": [], @@ -4030,7 +4009,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 32, "id": "9a82cbc1", "metadata": {}, "outputs": [], @@ -4040,7 +4019,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 33, "id": "e75e62f8", "metadata": {}, "outputs": [], @@ -4050,7 +4029,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 34, "id": "f9658ab0", "metadata": { "scrolled": true @@ -4062,7 +4041,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 35, "id": "0ddafc10", "metadata": {}, "outputs": [ @@ -4106,7 +4085,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 36, "id": "9f2326ca", "metadata": {}, "outputs": [], @@ -4116,7 +4095,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 37, "id": "fc0e883b", "metadata": {}, "outputs": [ @@ -4529,7 +4508,7 @@ "36 3 2 " ] }, - "execution_count": 180, + "execution_count": 37, "metadata": {}, "output_type": "execute_result" } @@ -4540,7 +4519,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 38, "id": "c5ab5fe2", "metadata": {}, "outputs": [], @@ -4551,7 +4530,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 39, "id": "17d12c49", "metadata": {}, "outputs": [], @@ -4562,7 +4541,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 40, "id": "aa5c0ca8", "metadata": {}, "outputs": [], @@ -4573,7 +4552,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 41, "id": "06507d68", "metadata": {}, "outputs": [], @@ -4584,7 +4563,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 42, "id": "a89881e3", "metadata": { "collapsed": true @@ -4615,7 +4594,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 43, "id": "a97037a8", "metadata": { "collapsed": true @@ -5030,7 +5009,7 @@ "36 3 2 " ] }, - "execution_count": 186, + "execution_count": 43, "metadata": {}, "output_type": "execute_result" } @@ -5049,7 +5028,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 44, "id": "7f82b3f9", "metadata": {}, "outputs": [], @@ -5059,7 +5038,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 45, "id": "e2a627e4", "metadata": { "collapsed": true @@ -5359,7 +5338,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 188, + "execution_count": 45, "metadata": {}, "output_type": "execute_result" } @@ -5370,7 +5349,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 46, "id": "e8f55fa5", "metadata": {}, "outputs": [], @@ -5380,7 +5359,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 47, "id": "5bc901fc", "metadata": { "collapsed": true @@ -5417,7 +5396,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 48, "id": "bb208222", "metadata": {}, "outputs": [], @@ -5427,7 +5406,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 49, "id": "18261d23", "metadata": { "collapsed": true @@ -5515,7 +5494,7 @@ "4 2018 16096654.19 16580508.07 18081342.10 19041437.59" ] }, - "execution_count": 192, + "execution_count": 49, "metadata": {}, "output_type": "execute_result" } @@ -5526,7 +5505,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 50, "id": "8d5916d8", "metadata": { "collapsed": true @@ -5565,7 +5544,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 51, "id": "f13a9f82", "metadata": { "collapsed": true @@ -5766,7 +5745,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 194, + "execution_count": 51, "metadata": {}, "output_type": "execute_result" } @@ -5777,7 +5756,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 52, "id": "70e0a8a4", "metadata": { "collapsed": true @@ -6069,7 +6048,7 @@ "[8 rows x 1143 columns]" ] }, - "execution_count": 195, + "execution_count": 52, "metadata": {}, "output_type": "execute_result" } @@ -6080,7 +6059,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 53, "id": "2ad90233", "metadata": { "collapsed": true @@ -6097,7 +6076,7 @@ " dtype='object', length=1144)" ] }, - "execution_count": 196, + "execution_count": 53, "metadata": {}, "output_type": "execute_result" } @@ -6108,7 +6087,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 54, "id": "186101a6", "metadata": { "collapsed": true @@ -6309,7 +6288,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 197, + "execution_count": 54, "metadata": {}, "output_type": "execute_result" } @@ -6328,7 +6307,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 55, "id": "9ee720c0", "metadata": { "scrolled": true @@ -6342,17 +6321,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 56, "id": "47d49996", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 199, + "execution_count": 56, "metadata": {}, "output_type": "execute_result" } @@ -6363,7 +6342,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 57, "id": "37d665df", "metadata": { "collapsed": true @@ -6767,7 +6746,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 294, + "execution_count": 57, "metadata": {}, "output_type": "execute_result" } @@ -6787,7 +6766,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 58, "id": "db598dc5", "metadata": {}, "outputs": [ @@ -6878,7 +6857,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 201, + "execution_count": 58, "metadata": {}, "output_type": "execute_result" } @@ -6890,7 +6869,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 59, "id": "f7bbb8f4", "metadata": {}, "outputs": [], @@ -6900,7 +6879,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 60, "id": "350ea681", "metadata": {}, "outputs": [ @@ -6991,7 +6970,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 203, + "execution_count": 60, "metadata": {}, "output_type": "execute_result" } @@ -7002,7 +6981,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 61, "id": "b37857cb", "metadata": {}, "outputs": [], @@ -7013,7 +6992,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 62, "id": "fac040df", "metadata": {}, "outputs": [ @@ -7104,7 +7083,7 @@ "[1 rows x 1107 columns]" ] }, - "execution_count": 205, + "execution_count": 62, "metadata": {}, "output_type": "execute_result" } @@ -7115,7 +7094,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 63, "id": "3e739025", "metadata": {}, "outputs": [ @@ -7130,7 +7109,7 @@ " dtype='object', length=1107)" ] }, - "execution_count": 206, + "execution_count": 63, "metadata": {}, "output_type": "execute_result" } @@ -7141,7 +7120,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 64, "id": "7375c99f", "metadata": {}, "outputs": [], @@ -7151,7 +7130,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 65, "id": "def4d314", "metadata": {}, "outputs": [], @@ -7161,7 +7140,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 66, "id": "b94641ee", "metadata": {}, "outputs": [], @@ -7171,7 +7150,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 67, "id": "92ad84d6", "metadata": {}, "outputs": [ @@ -7271,7 +7250,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 210, + "execution_count": 67, "metadata": {}, "output_type": "execute_result" } @@ -7282,7 +7261,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 68, "id": "8e3fcb3f", "metadata": {}, "outputs": [], @@ -7292,7 +7271,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 69, "id": "cfba2ea7", "metadata": {}, "outputs": [ @@ -7392,7 +7371,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 212, + "execution_count": 69, "metadata": {}, "output_type": "execute_result" } @@ -7403,7 +7382,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 70, "id": "c850e2d2", "metadata": {}, "outputs": [ @@ -7413,7 +7392,7 @@ "Index([206], dtype='int64')" ] }, - "execution_count": 213, + "execution_count": 70, "metadata": {}, "output_type": "execute_result" } @@ -7424,7 +7403,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 71, "id": "2adcd95c", "metadata": {}, "outputs": [], @@ -7442,7 +7421,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 72, "id": "aed25ee9", "metadata": {}, "outputs": [ @@ -7542,7 +7521,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 215, + "execution_count": 72, "metadata": {}, "output_type": "execute_result" } @@ -7561,7 +7540,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 73, "id": "8dab7d42", "metadata": {}, "outputs": [], @@ -7581,7 +7560,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 74, "id": "30848de2", "metadata": { "collapsed": true @@ -7985,7 +7964,7 @@ "[201 rows x 569 columns]" ] }, - "execution_count": 217, + "execution_count": 74, "metadata": {}, "output_type": "execute_result" } @@ -7997,7 +7976,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 75, "id": "3df06d1c", "metadata": { "collapsed": true @@ -8090,7 +8069,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 218, + "execution_count": 75, "metadata": {}, "output_type": "execute_result" } @@ -8102,7 +8081,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 76, "id": "e7798490", "metadata": {}, "outputs": [], @@ -8120,7 +8099,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 77, "id": "a226f850", "metadata": {}, "outputs": [ @@ -8211,7 +8190,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 220, + "execution_count": 77, "metadata": {}, "output_type": "execute_result" } @@ -8222,7 +8201,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 78, "id": "a3863d3a", "metadata": {}, "outputs": [], @@ -8233,7 +8212,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 79, "id": "2facb1d9", "metadata": { "scrolled": true @@ -8326,7 +8305,7 @@ "[1 rows x 506 columns]" ] }, - "execution_count": 222, + "execution_count": 79, "metadata": {}, "output_type": "execute_result" } @@ -8337,7 +8316,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 80, "id": "b08410cf", "metadata": {}, "outputs": [], @@ -8347,7 +8326,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 81, "id": "1cfc17c5", "metadata": {}, "outputs": [], @@ -8357,7 +8336,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 82, "id": "80a0b668", "metadata": {}, "outputs": [], @@ -8367,7 +8346,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 83, "id": "01b5bc02", "metadata": {}, "outputs": [], @@ -8385,7 +8364,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 84, "id": "86d8ab9c", "metadata": { "collapsed": true @@ -8482,7 +8461,7 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 227, + "execution_count": 84, "metadata": {}, "output_type": "execute_result" } @@ -8501,7 +8480,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 85, "id": "816beb3e", "metadata": {}, "outputs": [], @@ -8521,7 +8500,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 86, "id": "ef1de005", "metadata": { "collapsed": true @@ -8925,7 +8904,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 229, + "execution_count": 86, "metadata": {}, "output_type": "execute_result" } @@ -8937,7 +8916,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 87, "id": "b767b40a", "metadata": { "collapsed": true @@ -9030,7 +9009,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 230, + "execution_count": 87, "metadata": {}, "output_type": "execute_result" } @@ -9042,7 +9021,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 88, "id": "68f17d5f", "metadata": {}, "outputs": [], @@ -9060,7 +9039,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 89, "id": "34e74f65", "metadata": {}, "outputs": [ @@ -9151,7 +9130,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 232, + "execution_count": 89, "metadata": {}, "output_type": "execute_result" } @@ -9162,7 +9141,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 90, "id": "775f9b87", "metadata": {}, "outputs": [], @@ -9173,7 +9152,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 91, "id": "5a6cdcf7", "metadata": {}, "outputs": [ @@ -9264,7 +9243,7 @@ "[1 rows x 1083 columns]" ] }, - "execution_count": 234, + "execution_count": 91, "metadata": {}, "output_type": "execute_result" } @@ -9275,7 +9254,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 92, "id": "e6a6c58a", "metadata": {}, "outputs": [], @@ -9285,7 +9264,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 93, "id": "5d222135", "metadata": {}, "outputs": [], @@ -9295,7 +9274,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 94, "id": "a36a1a44", "metadata": {}, "outputs": [], @@ -9305,7 +9284,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 95, "id": "d07b9e03", "metadata": {}, "outputs": [], @@ -9323,7 +9302,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 96, "id": "f8601c2b", "metadata": {}, "outputs": [ @@ -9423,7 +9402,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 239, + "execution_count": 96, "metadata": {}, "output_type": "execute_result" } @@ -9442,7 +9421,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 97, "id": "e674c155", "metadata": {}, "outputs": [], @@ -9454,7 +9433,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 98, "id": "d38220b0", "metadata": { "collapsed": true @@ -10153,7 +10132,7 @@ "Zamfara 1.0 0.9 0 " ] }, - "execution_count": 241, + "execution_count": 98, "metadata": {}, "output_type": "execute_result" } @@ -10173,7 +10152,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 99, "id": "830cf810", "metadata": {}, "outputs": [], @@ -10185,7 +10164,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 100, "id": "1f69cbf5", "metadata": { "collapsed": true @@ -10453,7 +10432,7 @@ "Zamfara 188.50 127.30" ] }, - "execution_count": 243, + "execution_count": 100, "metadata": {}, "output_type": "execute_result" } @@ -10503,7 +10482,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 101, "id": "37096212", "metadata": {}, "outputs": [], @@ -10515,7 +10494,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 102, "id": "333c80a8", "metadata": { "collapsed": true @@ -10901,7 +10880,7 @@ "Zamfara 73 5 " ] }, - "execution_count": 245, + "execution_count": 102, "metadata": {}, "output_type": "execute_result" } @@ -10920,7 +10899,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 103, "id": "596a27c1", "metadata": {}, "outputs": [], @@ -10930,7 +10909,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 104, "id": "9def4c72", "metadata": { "collapsed": true @@ -11075,7 +11054,7 @@ "9 1737 49 " ] }, - "execution_count": 247, + "execution_count": 104, "metadata": {}, "output_type": "execute_result" } @@ -11086,7 +11065,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 105, "id": "59a379c8", "metadata": {}, "outputs": [ @@ -11229,7 +11208,7 @@ "9 1737 49 " ] }, - "execution_count": 248, + "execution_count": 105, "metadata": {}, "output_type": "execute_result" } @@ -11240,7 +11219,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 106, "id": "a9ab1ee4", "metadata": {}, "outputs": [ @@ -11252,7 +11231,7 @@ " dtype='object')" ] }, - "execution_count": 249, + "execution_count": 106, "metadata": {}, "output_type": "execute_result" } @@ -11263,7 +11242,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 107, "id": "54b5bbfa", "metadata": { "collapsed": true @@ -11272,10 +11251,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 250, + "execution_count": 107, "metadata": {}, "output_type": "execute_result" }, @@ -11304,7 +11283,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 108, "id": "797cb4e0", "metadata": { "collapsed": true @@ -11316,7 +11295,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 109, "id": "7af5b22a", "metadata": { "collapsed": true @@ -11461,7 +11440,7 @@ "9 1737 49 " ] }, - "execution_count": 252, + "execution_count": 109, "metadata": {}, "output_type": "execute_result" } @@ -11472,7 +11451,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 110, "id": "377f6362", "metadata": { "collapsed": true @@ -11481,10 +11460,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 253, + "execution_count": 110, "metadata": {}, "output_type": "execute_result" }, @@ -11513,7 +11492,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 111, "id": "c8f4d5d3", "metadata": {}, "outputs": [], @@ -11523,7 +11502,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 112, "id": "9ca2ece4", "metadata": {}, "outputs": [ @@ -11666,7 +11645,7 @@ "19 705 36 " ] }, - "execution_count": 255, + "execution_count": 112, "metadata": {}, "output_type": "execute_result" } @@ -11677,17 +11656,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 113, "id": "c74b7dfd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 256, + "execution_count": 113, "metadata": {}, "output_type": "execute_result" }, @@ -11716,7 +11695,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 114, "id": "0e701f72", "metadata": { "collapsed": true @@ -11818,7 +11797,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 257, + "execution_count": 114, "metadata": {}, "output_type": "execute_result" } @@ -11829,7 +11808,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 115, "id": "453c1ed1", "metadata": { "collapsed": true @@ -11926,7 +11905,7 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 258, + "execution_count": 115, "metadata": {}, "output_type": "execute_result" } @@ -11937,7 +11916,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 116, "id": "c7de19c0", "metadata": { "collapsed": true @@ -12039,7 +12018,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 259, + "execution_count": 116, "metadata": {}, "output_type": "execute_result" } @@ -12058,7 +12037,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 117, "id": "86afe7b1", "metadata": {}, "outputs": [], @@ -12069,7 +12048,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 118, "id": "ec2a0940", "metadata": { "collapsed": true @@ -12190,7 +12169,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 261, + "execution_count": 118, "metadata": {}, "output_type": "execute_result" } @@ -12201,7 +12180,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 119, "id": "f0c2e662", "metadata": {}, "outputs": [], @@ -12211,7 +12190,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 120, "id": "f6b4f86f", "metadata": { "collapsed": true @@ -12332,7 +12311,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 263, + "execution_count": 120, "metadata": {}, "output_type": "execute_result" } @@ -12343,7 +12322,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 121, "id": "d773a0ec", "metadata": {}, "outputs": [], @@ -12353,7 +12332,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 122, "id": "446cac85", "metadata": {}, "outputs": [ @@ -12472,7 +12451,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 265, + "execution_count": 122, "metadata": {}, "output_type": "execute_result" } @@ -12483,7 +12462,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 123, "id": "851f5deb", "metadata": {}, "outputs": [ @@ -12493,7 +12472,7 @@ "Index(['Confirmed_Case', 'Recovered_Case', 'DeathCase_Case'], dtype='object')" ] }, - "execution_count": 266, + "execution_count": 123, "metadata": {}, "output_type": "execute_result" } @@ -12504,23 +12483,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 124, "id": "fb159a2f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 267, + "execution_count": 124, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", "text/plain": [ "
" ] @@ -12543,7 +12522,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 125, "id": "09c8ef7e", "metadata": {}, "outputs": [ @@ -12643,7 +12622,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 268, + "execution_count": 125, "metadata": {}, "output_type": "execute_result" } @@ -12654,7 +12633,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 126, "id": "a1feb443", "metadata": {}, "outputs": [], @@ -12664,7 +12643,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 127, "id": "dd3de74a", "metadata": {}, "outputs": [ @@ -12764,7 +12743,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 270, + "execution_count": 127, "metadata": {}, "output_type": "execute_result" } @@ -12775,7 +12754,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 128, "id": "07f485e9", "metadata": {}, "outputs": [], @@ -12785,7 +12764,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 129, "id": "8a21defa", "metadata": {}, "outputs": [ @@ -12795,7 +12774,7 @@ "Index(['Date', 'Cases'], dtype='object')" ] }, - "execution_count": 272, + "execution_count": 129, "metadata": {}, "output_type": "execute_result" } @@ -12806,7 +12785,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 130, "id": "4113e6f3", "metadata": {}, "outputs": [ @@ -12913,7 +12892,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 273, + "execution_count": 130, "metadata": {}, "output_type": "execute_result" } @@ -12924,7 +12903,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 131, "id": "d9b3e832", "metadata": {}, "outputs": [ @@ -12934,7 +12913,7 @@ "Text(0.5, 1.0, 'Daily Infection Cases')" ] }, - "execution_count": 277, + "execution_count": 131, "metadata": {}, "output_type": "execute_result" }, @@ -12956,7 +12935,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 132, "id": "4bf8cb96", "metadata": {}, "outputs": [ @@ -13074,10 +13053,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 133, "id": "4efea678", "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'dddd' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[133], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m dddd\n", + "\u001b[1;31mNameError\u001b[0m: name 'dddd' is not defined" + ] + } + ], "source": [ "dddd" ] @@ -13662,7 +13653,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 134, "id": "2b08230a", "metadata": {}, "outputs": [], @@ -13672,73 +13663,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 135, "id": "6e11bbe2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + ">" ] }, - "execution_count": 298, + "execution_count": 135, "metadata": {}, "output_type": "execute_result" } @@ -13754,14 +13689,14 @@ "metadata": {}, "outputs": [ { - "ename": "AttributeError", - "evalue": "'function' object has no attribute 'iloc'", + "ename": "NameError", + "evalue": "name 'ConfirmdCasediff' is not defined", "output_type": "error", "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mAttributeError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[299], line 2\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[39m# Calculate the maximum infection rate for each day\u001b[39;00m\n\u001b[1;32m----> 2\u001b[0m max_infection_rate \u001b[39m=\u001b[39m ConfirmdCasediff\u001b[39m.\u001b[39;49miloc[:, \u001b[39m1\u001b[39m:]\u001b[39m.\u001b[39mmax(axis\u001b[39m=\u001b[39m\u001b[39m1\u001b[39m)\n", - "\u001b[1;31mAttributeError\u001b[0m: 'function' object has no attribute 'iloc'" + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[2], line 2\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[39m# Calculate the maximum infection rate for each day\u001b[39;00m\n\u001b[1;32m----> 2\u001b[0m max_infection_rate \u001b[39m=\u001b[39m ConfirmdCasediff\u001b[39m.\u001b[39miloc[:, \u001b[39m1\u001b[39m:]\u001b[39m.\u001b[39mmax(axis\u001b[39m=\u001b[39m\u001b[39m1\u001b[39m)\n", + "\u001b[1;31mNameError\u001b[0m: name 'ConfirmdCasediff' is not defined" ] } ], From 3db071e0709c198f30802ceca3c0214f2ca33e3a Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Mon, 24 Jul 2023 15:18:25 +0100 Subject: [PATCH 13/35] final work --- My_Capstone Project-Copy1.ipynb | 5307 +++++++++++++++++++++++++------ Realgdp_cases.csv | 8 + budget_cases.csv | 38 + comfirmed_cases.csv | 290 ++ covid_cases.csv | 38 + death_cases.csv | 290 ++ external_cases.csv | 38 + recovered_cases.csv | 275 ++ 8 files changed, 5267 insertions(+), 1017 deletions(-) create mode 100644 Realgdp_cases.csv create mode 100644 budget_cases.csv create mode 100644 comfirmed_cases.csv create mode 100644 covid_cases.csv create mode 100644 death_cases.csv create mode 100644 external_cases.csv create mode 100644 recovered_cases.csv diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index d3ecc35e..2d140c98 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 4, + "execution_count": 413, "id": "77550c18", "metadata": {}, "outputs": [], @@ -22,20 +22,68 @@ "warnings.filterwarnings('ignore')" ] }, + { + "cell_type": "markdown", + "id": "5cf2ea25", + "metadata": {}, + "source": [ + "# Data collection" + ] + }, + { + "cell_type": "code", + "execution_count": 414, + "id": "1bebe64b", + "metadata": {}, + "outputs": [], + "source": [ + "comfirmed_url = 'https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_global.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 415, + "id": "567d3be3", + "metadata": {}, + "outputs": [], + "source": [ + "comfirmed_csv = 'comfirmed_cases.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 416, + "id": "b3ae0fc8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('comfirmed_cases.csv', )" + ] + }, + "execution_count": 416, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "urllib.request.urlretrieve(comfirmed_url, 'comfirmed_cases.csv')" + ] + }, { "cell_type": "code", - "execution_count": 5, - "id": "c33788a4", + "execution_count": 417, + "id": "4306954f", "metadata": {}, "outputs": [], "source": [ - "#Data collection\n", - "df_CovidconfirmdG = pd.read_csv(\"covid19_confirmed_global.csv\")\n" + "df_CovidconfirmdG = pd.read_csv(comfirmed_csv)" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 418, "id": "ae56e727", "metadata": {}, "outputs": [ @@ -396,7 +444,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 6, + "execution_count": 418, "metadata": {}, "output_type": "execute_result" } @@ -407,7 +455,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 419, "id": "0cd70b2e", "metadata": {}, "outputs": [], @@ -417,7 +465,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 420, "id": "c0c16e8b", "metadata": {}, "outputs": [ @@ -778,7 +826,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 8, + "execution_count": 420, "metadata": {}, "output_type": "execute_result" } @@ -789,7 +837,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 421, "id": "86b8f22a", "metadata": {}, "outputs": [ @@ -811,7 +859,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 422, "id": "c9d254f2", "metadata": {}, "outputs": [], @@ -821,7 +869,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 423, "id": "4c0176f8", "metadata": {}, "outputs": [], @@ -832,7 +880,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 424, "id": "7f1aa9b8", "metadata": {}, "outputs": [ @@ -1193,7 +1241,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 12, + "execution_count": 424, "metadata": {}, "output_type": "execute_result" } @@ -1212,17 +1260,58 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 425, + "id": "c1c6366a", + "metadata": {}, + "outputs": [], + "source": [ + "recovered_url = 'https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_recovered_global.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 426, + "id": "f1377bd1", + "metadata": {}, + "outputs": [], + "source": [ + "recovered_csv = 'recovered_cases.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 427, + "id": "24f5c66d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('recovered_cases.csv', )" + ] + }, + "execution_count": 427, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "urllib.request.urlretrieve(recovered_url, 'recovered_cases.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 428, "id": "718e188b", "metadata": {}, "outputs": [], "source": [ - "df_CovidRecovdG = pd.read_csv(\"covid19_recovered_global.csv\")" + "df_CovidRecovdG = pd.read_csv(recovered_csv)" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 429, "id": "621b2f14", "metadata": {}, "outputs": [ @@ -1583,7 +1672,7 @@ "[274 rows x 1147 columns]" ] }, - "execution_count": 14, + "execution_count": 429, "metadata": {}, "output_type": "execute_result" } @@ -1594,7 +1683,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 430, "id": "74018908", "metadata": {}, "outputs": [], @@ -1604,7 +1693,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 431, "id": "a5e0afc0", "metadata": { "collapsed": true @@ -1967,7 +2056,7 @@ "[274 rows x 573 columns]" ] }, - "execution_count": 16, + "execution_count": 431, "metadata": {}, "output_type": "execute_result" } @@ -1978,7 +2067,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 432, "id": "6a762d4b", "metadata": {}, "outputs": [], @@ -1988,7 +2077,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 433, "id": "ffc64d1e", "metadata": { "collapsed": true @@ -2351,7 +2440,7 @@ "[274 rows x 570 columns]" ] }, - "execution_count": 18, + "execution_count": 433, "metadata": {}, "output_type": "execute_result" } @@ -2362,7 +2451,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 434, "id": "69f8d0af", "metadata": { "collapsed": true @@ -2386,7 +2475,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 435, "id": "30577ae7", "metadata": {}, "outputs": [], @@ -2404,17 +2493,58 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 436, + "id": "e1a4b8c3", + "metadata": {}, + "outputs": [], + "source": [ + "death_url = 'https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_deaths_global.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 437, + "id": "90f83a9b", + "metadata": {}, + "outputs": [], + "source": [ + "death_csv = 'death_cases.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 438, + "id": "aea29dc2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('death_cases.csv', )" + ] + }, + "execution_count": 438, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "urllib.request.urlretrieve(death_url, 'death_cases.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 439, "id": "a947667d", "metadata": {}, "outputs": [], "source": [ - "df_CoviddeathG = pd.read_csv(\"covid19_deaths_global.csv\")" + "df_CoviddeathG = pd.read_csv(death_csv)" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 440, "id": "b98b10cd", "metadata": { "collapsed": true @@ -2777,7 +2907,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 22, + "execution_count": 440, "metadata": {}, "output_type": "execute_result" } @@ -2788,7 +2918,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 441, "id": "5248a090", "metadata": {}, "outputs": [], @@ -2799,7 +2929,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 442, "id": "934622ec", "metadata": {}, "outputs": [], @@ -2809,7 +2939,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 443, "id": "6858138e", "metadata": {}, "outputs": [], @@ -2819,7 +2949,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 444, "id": "4597fb06", "metadata": {}, "outputs": [ @@ -3180,7 +3310,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 26, + "execution_count": 444, "metadata": {}, "output_type": "execute_result" } @@ -3191,7 +3321,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 445, "id": "888a316c", "metadata": {}, "outputs": [ @@ -3221,17 +3351,58 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 446, + "id": "293a532c", + "metadata": {}, + "outputs": [], + "source": [ + "external_url = 'https://raw.githubusercontent.com/Ustacky-dev/Nigeria-COVID-19-Data-Analysis-Using-Python/main/covid_external.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 447, + "id": "657dd133", + "metadata": {}, + "outputs": [], + "source": [ + "external_csv = 'external_cases.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 448, + "id": "a07f53fe", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('external_cases.csv', )" + ] + }, + "execution_count": 448, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "urllib.request.urlretrieve(external_url, 'external_cases.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 449, "id": "133e0130", "metadata": {}, "outputs": [], "source": [ - "df_Covidexternal = pd.read_csv(\"covid_external.csv\")" + "df_Covidexternal = pd.read_csv(external_csv)" ] }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 450, "id": "a250108b", "metadata": { "collapsed": true @@ -3951,7 +4122,7 @@ "36 0.1 0.4 1.03 " ] }, - "execution_count": 29, + "execution_count": 450, "metadata": {}, "output_type": "execute_result" } @@ -3962,7 +4133,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 451, "id": "dd20a8a7", "metadata": {}, "outputs": [ @@ -3998,7 +4169,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 452, "id": "8f9e37e7", "metadata": {}, "outputs": [], @@ -4009,7 +4180,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 453, "id": "9a82cbc1", "metadata": {}, "outputs": [], @@ -4019,7 +4190,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 454, "id": "e75e62f8", "metadata": {}, "outputs": [], @@ -4029,7 +4200,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 455, "id": "f9658ab0", "metadata": { "scrolled": true @@ -4041,7 +4212,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 456, "id": "0ddafc10", "metadata": {}, "outputs": [ @@ -4085,17 +4256,57 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 457, + "id": "51cc4bf8", + "metadata": {}, + "outputs": [], + "source": [ + "covid_url = 'https://raw.githubusercontent.com/Ustacky-dev/Nigeria-COVID-19-Data-Analysis-Using-Python/main/covidnig.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 458, + "id": "2ffeec79", + "metadata": {}, + "outputs": [], + "source": [ + "covid_csv = 'covid_cases.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 459, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('covid_cases.csv', )" + ] + }, + "execution_count": 459, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "urllib.request.urlretrieve(covid_url, 'covid_cases.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 460, "id": "9f2326ca", "metadata": {}, "outputs": [], "source": [ - "dfCovidNig= pd.read_csv(\"covidnig.csv\")" + "dfCovidNig= pd.read_csv(covid_csv)" ] }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 461, "id": "fc0e883b", "metadata": {}, "outputs": [ @@ -4508,7 +4719,7 @@ "36 3 2 " ] }, - "execution_count": 37, + "execution_count": 461, "metadata": {}, "output_type": "execute_result" } @@ -4519,7 +4730,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 462, "id": "c5ab5fe2", "metadata": {}, "outputs": [], @@ -4530,7 +4741,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 463, "id": "17d12c49", "metadata": {}, "outputs": [], @@ -4541,7 +4752,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 464, "id": "aa5c0ca8", "metadata": {}, "outputs": [], @@ -4552,7 +4763,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 465, "id": "06507d68", "metadata": {}, "outputs": [], @@ -4563,7 +4774,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 466, "id": "a89881e3", "metadata": { "collapsed": true @@ -4594,7 +4805,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 467, "id": "a97037a8", "metadata": { "collapsed": true @@ -5009,7 +5220,7 @@ "36 3 2 " ] }, - "execution_count": 43, + "execution_count": 467, "metadata": {}, "output_type": "execute_result" } @@ -5028,17 +5239,58 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 468, + "id": "0768ff6d", + "metadata": {}, + "outputs": [], + "source": [ + "budget_url = 'https://raw.githubusercontent.com/Ustacky-dev/Nigeria-COVID-19-Data-Analysis-Using-Python/main/Budget%20data.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 469, + "id": "47156bd4", + "metadata": {}, + "outputs": [], + "source": [ + "budget_csv = 'budget_cases.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 470, + "id": "703ee4f6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('budget_cases.csv', )" + ] + }, + "execution_count": 470, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "urllib.request.urlretrieve(budget_url, 'budget_cases.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 471, "id": "7f82b3f9", "metadata": {}, "outputs": [], "source": [ - "dfBudget = pd.read_csv(\"Budget data.csv\")\n" + "dfBudget = pd.read_csv(budget_csv)\n" ] }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 472, "id": "e2a627e4", "metadata": { "collapsed": true @@ -5338,7 +5590,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 45, + "execution_count": 472, "metadata": {}, "output_type": "execute_result" } @@ -5349,7 +5601,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 473, "id": "e8f55fa5", "metadata": {}, "outputs": [], @@ -5359,7 +5611,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 474, "id": "5bc901fc", "metadata": { "collapsed": true @@ -5396,17 +5648,57 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 475, + "id": "0f9b342a", + "metadata": {}, + "outputs": [], + "source": [ + "realgdp_url = 'https://raw.githubusercontent.com/Ustacky-dev/Nigeria-COVID-19-Data-Analysis-Using-Python/main/RealGDP.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 476, + "id": "2f496008", + "metadata": {}, + "outputs": [], + "source": [ + "Realgdp_csv = 'Realgdp_cases.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 477, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('Realgdp_cases.csv', )" + ] + }, + "execution_count": 477, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "urllib.request.urlretrieve(realgdp_url, 'Realgdp_cases.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 478, "id": "bb208222", "metadata": {}, "outputs": [], "source": [ - "dfRealgdp = pd.read_csv(\"RealGDP.csv\")\n" + "dfRealgdp = pd.read_csv(Realgdp_csv)\n" ] }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 479, "id": "18261d23", "metadata": { "collapsed": true @@ -5481,6 +5773,22 @@ " 18081342.10\n", " 19041437.59\n", " \n", + " \n", + " 5\n", + " 2019\n", + " 16434552.65\n", + " 16931434.89\n", + " 18494114.17\n", + " 19530000.00\n", + " \n", + " \n", + " 6\n", + " 2020\n", + " 16740000.00\n", + " 15890000.00\n", + " 17820000.00\n", + " 0.00\n", + " \n", " \n", "\n", "" @@ -5491,21 +5799,23 @@ "1 2015 16050601.38 16463341.91 17976234.59 18533752.07\n", "2 2016 15943714.54 16218542.41 17555441.69 18213537.29\n", "3 2017 15797965.83 16334719.27 17760228.17 18598067.07\n", - "4 2018 16096654.19 16580508.07 18081342.10 19041437.59" + "4 2018 16096654.19 16580508.07 18081342.10 19041437.59\n", + "5 2019 16434552.65 16931434.89 18494114.17 19530000.00\n", + "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 49, + "execution_count": 479, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfRealgdp.head()" + "dfRealgdp" ] }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 480, "id": "8d5916d8", "metadata": { "collapsed": true @@ -5544,7 +5854,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 481, "id": "f13a9f82", "metadata": { "collapsed": true @@ -5745,7 +6055,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 51, + "execution_count": 481, "metadata": {}, "output_type": "execute_result" } @@ -5756,7 +6066,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 482, "id": "70e0a8a4", "metadata": { "collapsed": true @@ -6048,7 +6358,7 @@ "[8 rows x 1143 columns]" ] }, - "execution_count": 52, + "execution_count": 482, "metadata": {}, "output_type": "execute_result" } @@ -6059,7 +6369,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 483, "id": "2ad90233", "metadata": { "collapsed": true @@ -6076,7 +6386,7 @@ " dtype='object', length=1144)" ] }, - "execution_count": 53, + "execution_count": 483, "metadata": {}, "output_type": "execute_result" } @@ -6087,7 +6397,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 484, "id": "186101a6", "metadata": { "collapsed": true @@ -6288,7 +6598,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 54, + "execution_count": 484, "metadata": {}, "output_type": "execute_result" } @@ -6307,7 +6617,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 485, "id": "9ee720c0", "metadata": { "scrolled": true @@ -6321,17 +6631,17 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 486, "id": "47d49996", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 56, + "execution_count": 486, "metadata": {}, "output_type": "execute_result" } @@ -6342,7 +6652,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 487, "id": "37d665df", "metadata": { "collapsed": true @@ -6746,7 +7056,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 57, + "execution_count": 487, "metadata": {}, "output_type": "execute_result" } @@ -6766,7 +7076,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 488, "id": "db598dc5", "metadata": {}, "outputs": [ @@ -6857,7 +7167,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 58, + "execution_count": 488, "metadata": {}, "output_type": "execute_result" } @@ -6869,7 +7179,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 489, "id": "f7bbb8f4", "metadata": {}, "outputs": [], @@ -6879,7 +7189,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 490, "id": "350ea681", "metadata": {}, "outputs": [ @@ -6970,7 +7280,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 60, + "execution_count": 490, "metadata": {}, "output_type": "execute_result" } @@ -6981,7 +7291,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 491, "id": "b37857cb", "metadata": {}, "outputs": [], @@ -6992,7 +7302,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 492, "id": "fac040df", "metadata": {}, "outputs": [ @@ -7083,7 +7393,7 @@ "[1 rows x 1107 columns]" ] }, - "execution_count": 62, + "execution_count": 492, "metadata": {}, "output_type": "execute_result" } @@ -7094,7 +7404,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 493, "id": "3e739025", "metadata": {}, "outputs": [ @@ -7109,7 +7419,7 @@ " dtype='object', length=1107)" ] }, - "execution_count": 63, + "execution_count": 493, "metadata": {}, "output_type": "execute_result" } @@ -7120,7 +7430,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 494, "id": "7375c99f", "metadata": {}, "outputs": [], @@ -7130,7 +7440,7 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 495, "id": "def4d314", "metadata": {}, "outputs": [], @@ -7140,7 +7450,7 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 496, "id": "b94641ee", "metadata": {}, "outputs": [], @@ -7150,7 +7460,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 497, "id": "92ad84d6", "metadata": {}, "outputs": [ @@ -7250,7 +7560,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 67, + "execution_count": 497, "metadata": {}, "output_type": "execute_result" } @@ -7261,7 +7571,7 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 498, "id": "8e3fcb3f", "metadata": {}, "outputs": [], @@ -7271,7 +7581,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 499, "id": "cfba2ea7", "metadata": {}, "outputs": [ @@ -7371,7 +7681,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 69, + "execution_count": 499, "metadata": {}, "output_type": "execute_result" } @@ -7382,7 +7692,7 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 500, "id": "c850e2d2", "metadata": {}, "outputs": [ @@ -7392,7 +7702,7 @@ "Index([206], dtype='int64')" ] }, - "execution_count": 70, + "execution_count": 500, "metadata": {}, "output_type": "execute_result" } @@ -7403,7 +7713,7 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 501, "id": "2adcd95c", "metadata": {}, "outputs": [], @@ -7421,7 +7731,7 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 502, "id": "aed25ee9", "metadata": {}, "outputs": [ @@ -7521,7 +7831,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 72, + "execution_count": 502, "metadata": {}, "output_type": "execute_result" } @@ -7540,7 +7850,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 503, "id": "8dab7d42", "metadata": {}, "outputs": [], @@ -7560,7 +7870,7 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 504, "id": "30848de2", "metadata": { "collapsed": true @@ -7964,7 +8274,7 @@ "[201 rows x 569 columns]" ] }, - "execution_count": 74, + "execution_count": 504, "metadata": {}, "output_type": "execute_result" } @@ -7976,7 +8286,7 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 505, "id": "3df06d1c", "metadata": { "collapsed": true @@ -8069,7 +8379,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 75, + "execution_count": 505, "metadata": {}, "output_type": "execute_result" } @@ -8081,7 +8391,7 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 506, "id": "e7798490", "metadata": {}, "outputs": [], @@ -8099,7 +8409,7 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 507, "id": "a226f850", "metadata": {}, "outputs": [ @@ -8190,7 +8500,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 77, + "execution_count": 507, "metadata": {}, "output_type": "execute_result" } @@ -8201,7 +8511,7 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 508, "id": "a3863d3a", "metadata": {}, "outputs": [], @@ -8212,7 +8522,7 @@ }, { "cell_type": "code", - "execution_count": 79, + "execution_count": 509, "id": "2facb1d9", "metadata": { "scrolled": true @@ -8305,7 +8615,7 @@ "[1 rows x 506 columns]" ] }, - "execution_count": 79, + "execution_count": 509, "metadata": {}, "output_type": "execute_result" } @@ -8316,7 +8626,7 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": 510, "id": "b08410cf", "metadata": {}, "outputs": [], @@ -8326,7 +8636,7 @@ }, { "cell_type": "code", - "execution_count": 81, + "execution_count": 511, "id": "1cfc17c5", "metadata": {}, "outputs": [], @@ -8336,7 +8646,7 @@ }, { "cell_type": "code", - "execution_count": 82, + "execution_count": 512, "id": "80a0b668", "metadata": {}, "outputs": [], @@ -8346,7 +8656,7 @@ }, { "cell_type": "code", - "execution_count": 83, + "execution_count": 513, "id": "01b5bc02", "metadata": {}, "outputs": [], @@ -8364,7 +8674,7 @@ }, { "cell_type": "code", - "execution_count": 84, + "execution_count": 514, "id": "86d8ab9c", "metadata": { "collapsed": true @@ -8461,7 +8771,7 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 84, + "execution_count": 514, "metadata": {}, "output_type": "execute_result" } @@ -8480,7 +8790,7 @@ }, { "cell_type": "code", - "execution_count": 85, + "execution_count": 515, "id": "816beb3e", "metadata": {}, "outputs": [], @@ -8500,7 +8810,7 @@ }, { "cell_type": "code", - "execution_count": 86, + "execution_count": 516, "id": "ef1de005", "metadata": { "collapsed": true @@ -8904,7 +9214,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 86, + "execution_count": 516, "metadata": {}, "output_type": "execute_result" } @@ -8916,7 +9226,7 @@ }, { "cell_type": "code", - "execution_count": 87, + "execution_count": 517, "id": "b767b40a", "metadata": { "collapsed": true @@ -9009,7 +9319,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 87, + "execution_count": 517, "metadata": {}, "output_type": "execute_result" } @@ -9021,7 +9331,7 @@ }, { "cell_type": "code", - "execution_count": 88, + "execution_count": 518, "id": "68f17d5f", "metadata": {}, "outputs": [], @@ -9039,7 +9349,7 @@ }, { "cell_type": "code", - "execution_count": 89, + "execution_count": 519, "id": "34e74f65", "metadata": {}, "outputs": [ @@ -9130,7 +9440,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 89, + "execution_count": 519, "metadata": {}, "output_type": "execute_result" } @@ -9141,7 +9451,7 @@ }, { "cell_type": "code", - "execution_count": 90, + "execution_count": 520, "id": "775f9b87", "metadata": {}, "outputs": [], @@ -9152,7 +9462,7 @@ }, { "cell_type": "code", - "execution_count": 91, + "execution_count": 521, "id": "5a6cdcf7", "metadata": {}, "outputs": [ @@ -9243,7 +9553,7 @@ "[1 rows x 1083 columns]" ] }, - "execution_count": 91, + "execution_count": 521, "metadata": {}, "output_type": "execute_result" } @@ -9254,7 +9564,7 @@ }, { "cell_type": "code", - "execution_count": 92, + "execution_count": 522, "id": "e6a6c58a", "metadata": {}, "outputs": [], @@ -9264,7 +9574,7 @@ }, { "cell_type": "code", - "execution_count": 93, + "execution_count": 523, "id": "5d222135", "metadata": {}, "outputs": [], @@ -9274,7 +9584,7 @@ }, { "cell_type": "code", - "execution_count": 94, + "execution_count": 524, "id": "a36a1a44", "metadata": {}, "outputs": [], @@ -9284,7 +9594,7 @@ }, { "cell_type": "code", - "execution_count": 95, + "execution_count": 525, "id": "d07b9e03", "metadata": {}, "outputs": [], @@ -9302,7 +9612,7 @@ }, { "cell_type": "code", - "execution_count": 96, + "execution_count": 526, "id": "f8601c2b", "metadata": {}, "outputs": [ @@ -9402,7 +9712,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 96, + "execution_count": 526, "metadata": {}, "output_type": "execute_result" } @@ -9421,7 +9731,7 @@ }, { "cell_type": "code", - "execution_count": 97, + "execution_count": 527, "id": "e674c155", "metadata": {}, "outputs": [], @@ -9433,7 +9743,7 @@ }, { "cell_type": "code", - "execution_count": 98, + "execution_count": 528, "id": "d38220b0", "metadata": { "collapsed": true @@ -10132,7 +10442,7 @@ "Zamfara 1.0 0.9 0 " ] }, - "execution_count": 98, + "execution_count": 528, "metadata": {}, "output_type": "execute_result" } @@ -10152,7 +10462,7 @@ }, { "cell_type": "code", - "execution_count": 99, + "execution_count": 529, "id": "830cf810", "metadata": {}, "outputs": [], @@ -10164,7 +10474,7 @@ }, { "cell_type": "code", - "execution_count": 100, + "execution_count": 530, "id": "1f69cbf5", "metadata": { "collapsed": true @@ -10432,7 +10742,7 @@ "Zamfara 188.50 127.30" ] }, - "execution_count": 100, + "execution_count": 530, "metadata": {}, "output_type": "execute_result" } @@ -10482,7 +10792,7 @@ }, { "cell_type": "code", - "execution_count": 101, + "execution_count": 531, "id": "37096212", "metadata": {}, "outputs": [], @@ -10494,7 +10804,7 @@ }, { "cell_type": "code", - "execution_count": 102, + "execution_count": 532, "id": "333c80a8", "metadata": { "collapsed": true @@ -10880,7 +11190,7 @@ "Zamfara 73 5 " ] }, - "execution_count": 102, + "execution_count": 532, "metadata": {}, "output_type": "execute_result" } @@ -10899,7 +11209,7 @@ }, { "cell_type": "code", - "execution_count": 103, + "execution_count": 533, "id": "596a27c1", "metadata": {}, "outputs": [], @@ -10909,7 +11219,7 @@ }, { "cell_type": "code", - "execution_count": 104, + "execution_count": 534, "id": "9def4c72", "metadata": { "collapsed": true @@ -11054,7 +11364,7 @@ "9 1737 49 " ] }, - "execution_count": 104, + "execution_count": 534, "metadata": {}, "output_type": "execute_result" } @@ -11065,7 +11375,7 @@ }, { "cell_type": "code", - "execution_count": 105, + "execution_count": 535, "id": "59a379c8", "metadata": {}, "outputs": [ @@ -11208,7 +11518,7 @@ "9 1737 49 " ] }, - "execution_count": 105, + "execution_count": 535, "metadata": {}, "output_type": "execute_result" } @@ -11219,7 +11529,7 @@ }, { "cell_type": "code", - "execution_count": 106, + "execution_count": 536, "id": "a9ab1ee4", "metadata": {}, "outputs": [ @@ -11231,7 +11541,7 @@ " dtype='object')" ] }, - "execution_count": 106, + "execution_count": 536, "metadata": {}, "output_type": "execute_result" } @@ -11242,7 +11552,7 @@ }, { "cell_type": "code", - "execution_count": 107, + "execution_count": 537, "id": "54b5bbfa", "metadata": { "collapsed": true @@ -11251,10 +11561,48 @@ { "data": { "text/plain": [ - "" + "" + ] + }, + "execution_count": 537, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.catplot(kind = 'bar', data = top_10_confirmd, x = 'States Affected', y = 'No. of Cases (Lab Confirmed)', aspect = 4)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3b406b0d", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 538, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" ] }, - "execution_count": 107, + "execution_count": 538, "metadata": {}, "output_type": "execute_result" }, @@ -11283,7 +11631,7 @@ }, { "cell_type": "code", - "execution_count": 108, + "execution_count": 539, "id": "797cb4e0", "metadata": { "collapsed": true @@ -11295,7 +11643,7 @@ }, { "cell_type": "code", - "execution_count": 109, + "execution_count": 540, "id": "7af5b22a", "metadata": { "collapsed": true @@ -11440,7 +11788,7 @@ "9 1737 49 " ] }, - "execution_count": 109, + "execution_count": 540, "metadata": {}, "output_type": "execute_result" } @@ -11451,7 +11799,7 @@ }, { "cell_type": "code", - "execution_count": 110, + "execution_count": 541, "id": "377f6362", "metadata": { "collapsed": true @@ -11460,10 +11808,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 110, + "execution_count": 541, "metadata": {}, "output_type": "execute_result" }, @@ -11492,7 +11840,7 @@ }, { "cell_type": "code", - "execution_count": 111, + "execution_count": 542, "id": "c8f4d5d3", "metadata": {}, "outputs": [], @@ -11502,7 +11850,7 @@ }, { "cell_type": "code", - "execution_count": 112, + "execution_count": 543, "id": "9ca2ece4", "metadata": {}, "outputs": [ @@ -11645,7 +11993,7 @@ "19 705 36 " ] }, - "execution_count": 112, + "execution_count": 543, "metadata": {}, "output_type": "execute_result" } @@ -11656,17 +12004,17 @@ }, { "cell_type": "code", - "execution_count": 113, + "execution_count": 544, "id": "c74b7dfd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 113, + "execution_count": 544, "metadata": {}, "output_type": "execute_result" }, @@ -11695,7 +12043,7 @@ }, { "cell_type": "code", - "execution_count": 114, + "execution_count": 545, "id": "0e701f72", "metadata": { "collapsed": true @@ -11797,7 +12145,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 114, + "execution_count": 545, "metadata": {}, "output_type": "execute_result" } @@ -11808,7 +12156,7 @@ }, { "cell_type": "code", - "execution_count": 115, + "execution_count": 546, "id": "453c1ed1", "metadata": { "collapsed": true @@ -11905,7 +12253,7 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 115, + "execution_count": 546, "metadata": {}, "output_type": "execute_result" } @@ -11916,7 +12264,7 @@ }, { "cell_type": "code", - "execution_count": 116, + "execution_count": 547, "id": "c7de19c0", "metadata": { "collapsed": true @@ -12018,7 +12366,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 116, + "execution_count": 547, "metadata": {}, "output_type": "execute_result" } @@ -12037,7 +12385,7 @@ }, { "cell_type": "code", - "execution_count": 117, + "execution_count": 548, "id": "86afe7b1", "metadata": {}, "outputs": [], @@ -12048,7 +12396,7 @@ }, { "cell_type": "code", - "execution_count": 118, + "execution_count": 549, "id": "ec2a0940", "metadata": { "collapsed": true @@ -12169,7 +12517,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 118, + "execution_count": 549, "metadata": {}, "output_type": "execute_result" } @@ -12180,7 +12528,7 @@ }, { "cell_type": "code", - "execution_count": 119, + "execution_count": 550, "id": "f0c2e662", "metadata": {}, "outputs": [], @@ -12190,7 +12538,7 @@ }, { "cell_type": "code", - "execution_count": 120, + "execution_count": 551, "id": "f6b4f86f", "metadata": { "collapsed": true @@ -12311,7 +12659,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 120, + "execution_count": 551, "metadata": {}, "output_type": "execute_result" } @@ -12322,7 +12670,7 @@ }, { "cell_type": "code", - "execution_count": 121, + "execution_count": 552, "id": "d773a0ec", "metadata": {}, "outputs": [], @@ -12332,7 +12680,7 @@ }, { "cell_type": "code", - "execution_count": 122, + "execution_count": 553, "id": "446cac85", "metadata": {}, "outputs": [ @@ -12451,7 +12799,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 122, + "execution_count": 553, "metadata": {}, "output_type": "execute_result" } @@ -12462,7 +12810,7 @@ }, { "cell_type": "code", - "execution_count": 123, + "execution_count": 554, "id": "851f5deb", "metadata": {}, "outputs": [ @@ -12472,7 +12820,7 @@ "Index(['Confirmed_Case', 'Recovered_Case', 'DeathCase_Case'], dtype='object')" ] }, - "execution_count": 123, + "execution_count": 554, "metadata": {}, "output_type": "execute_result" } @@ -12483,23 +12831,23 @@ }, { "cell_type": "code", - "execution_count": 124, + "execution_count": 555, "id": "fb159a2f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 124, + "execution_count": 555, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", "text/plain": [ "
" ] @@ -12522,7 +12870,7 @@ }, { "cell_type": "code", - "execution_count": 125, + "execution_count": 556, "id": "09c8ef7e", "metadata": {}, "outputs": [ @@ -12622,7 +12970,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 125, + "execution_count": 556, "metadata": {}, "output_type": "execute_result" } @@ -12633,7 +12981,7 @@ }, { "cell_type": "code", - "execution_count": 126, + "execution_count": 557, "id": "a1feb443", "metadata": {}, "outputs": [], @@ -12643,7 +12991,7 @@ }, { "cell_type": "code", - "execution_count": 127, + "execution_count": 558, "id": "dd3de74a", "metadata": {}, "outputs": [ @@ -12743,7 +13091,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 127, + "execution_count": 558, "metadata": {}, "output_type": "execute_result" } @@ -12754,7 +13102,7 @@ }, { "cell_type": "code", - "execution_count": 128, + "execution_count": 559, "id": "07f485e9", "metadata": {}, "outputs": [], @@ -12764,7 +13112,7 @@ }, { "cell_type": "code", - "execution_count": 129, + "execution_count": 560, "id": "8a21defa", "metadata": {}, "outputs": [ @@ -12774,7 +13122,7 @@ "Index(['Date', 'Cases'], dtype='object')" ] }, - "execution_count": 129, + "execution_count": 560, "metadata": {}, "output_type": "execute_result" } @@ -12785,7 +13133,7 @@ }, { "cell_type": "code", - "execution_count": 130, + "execution_count": 561, "id": "4113e6f3", "metadata": {}, "outputs": [ @@ -12892,7 +13240,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 130, + "execution_count": 561, "metadata": {}, "output_type": "execute_result" } @@ -12903,7 +13251,7 @@ }, { "cell_type": "code", - "execution_count": 131, + "execution_count": 562, "id": "d9b3e832", "metadata": {}, "outputs": [ @@ -12913,7 +13261,7 @@ "Text(0.5, 1.0, 'Daily Infection Cases')" ] }, - "execution_count": 131, + "execution_count": 562, "metadata": {}, "output_type": "execute_result" }, @@ -12935,7 +13283,7 @@ }, { "cell_type": "code", - "execution_count": 132, + "execution_count": 563, "id": "4bf8cb96", "metadata": {}, "outputs": [ @@ -13042,7 +13390,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 132, + "execution_count": 563, "metadata": {}, "output_type": "execute_result" } @@ -13053,29 +13401,7 @@ }, { "cell_type": "code", - "execution_count": 133, - "id": "4efea678", - "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'dddd' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[133], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m dddd\n", - "\u001b[1;31mNameError\u001b[0m: name 'dddd' is not defined" - ] - } - ], - "source": [ - "dddd" - ] - }, - { - "cell_type": "code", - "execution_count": null, + "execution_count": 564, "id": "75a34937", "metadata": { "scrolled": true @@ -13184,7 +13510,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 134, + "execution_count": 564, "metadata": {}, "output_type": "execute_result" } @@ -13195,7 +13521,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 565, "id": "622dcfe1", "metadata": { "collapsed": true @@ -13230,7 +13556,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 566, "id": "412d0ca0", "metadata": {}, "outputs": [ @@ -13632,7 +13958,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 295, + "execution_count": 566, "metadata": {}, "output_type": "execute_result" } @@ -13643,167 +13969,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 567, "id": "8697bf97", "metadata": {}, "outputs": [], "source": [ - "ConfirmdCase = ConfirmdCase.first()" - ] - }, - { - "cell_type": "code", - "execution_count": 134, - "id": "2b08230a", - "metadata": {}, - "outputs": [], - "source": [ - "ConfirmdCasediff = ConfirmdCase.diff" - ] - }, - { - "cell_type": "code", - "execution_count": 135, - "id": "6e11bbe2", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - ">" - ] - }, - "execution_count": 135, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ConfirmdCasediff" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "833deac5", - "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'ConfirmdCasediff' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[2], line 2\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[39m# Calculate the maximum infection rate for each day\u001b[39;00m\n\u001b[1;32m----> 2\u001b[0m max_infection_rate \u001b[39m=\u001b[39m ConfirmdCasediff\u001b[39m.\u001b[39miloc[:, \u001b[39m1\u001b[39m:]\u001b[39m.\u001b[39mmax(axis\u001b[39m=\u001b[39m\u001b[39m1\u001b[39m)\n", - "\u001b[1;31mNameError\u001b[0m: name 'ConfirmdCasediff' is not defined" - ] - } - ], - "source": [ - "# Calculate the maximum infection rate for each day\n", - "max_infection_rate = ConfirmdCasediff.iloc[:, 1:].max(axis=1)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "44081a10", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0 None\n", - "1 0\n", - "2 0\n", - "3 0\n", - "4 0\n", - " ... \n", - "1101 0\n", - "1102 0\n", - "1103 0\n", - "1104 0\n", - "1105 0\n", - "Length: 1106, dtype: object" - ] - }, - "execution_count": 287, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "max_infection_rate" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "94217836", - "metadata": {}, - "outputs": [], - "source": [ - "# Get the maximum infection rate value\n", - "max_rate_value = max_infection_rate.max()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ea8a73d5", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "6158" - ] - }, - "execution_count": 289, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "max_rate_value" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "33b14fe2", - "metadata": {}, - "outputs": [], - "source": [ - "date_of_max_infection = dffConCaseDiff.max().idxmax()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2ecd6172", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'3/9/23'" - ] - }, - "execution_count": 759, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "date_of_max_infection" + "dfConfirmdCase = ConfirmdCase.first()" ] }, { "cell_type": "code", - "execution_count": null, - "id": "455faf9b", + "execution_count": 568, + "id": "15b25a40", "metadata": {}, "outputs": [ { @@ -13827,139 +14004,3247 @@ " \n", " \n", " \n", - " states\n", - " region\n", - " Population\n", - " Overall CCVI Index\n", - " Age\n", - " Epidemiological\n", - " Fragility\n", - " Health System\n", - " Population Density\n", - " Socio-Economic\n", - " Transport Availability\n", - " Acute IHR\n", - " \n", - " \n", - " \n", - " \n", - " 0\n", - " FCT\n", - " North Central\n", - " 4865000\n", - " 0.3\n", - " 0.0\n", - " 0.9\n", - " 0.4\n", - " 0.6\n", - " 0.9\n", - " 0.6\n", - " 0.2\n", - " 0.79\n", + " 1/22/20\n", + " 1/23/20\n", + " 1/24/20\n", + " 1/25/20\n", + " 1/26/20\n", + " 1/27/20\n", + " 1/28/20\n", + " 1/29/20\n", + " 1/30/20\n", + " 1/31/20\n", + " ...\n", + " 2/28/23\n", + " 3/1/23\n", + " 3/2/23\n", + " 3/3/23\n", + " 3/4/23\n", + " 3/5/23\n", + " 3/6/23\n", + " 3/7/23\n", + " 3/8/23\n", + " 3/9/23\n", " \n", " \n", - 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Country/Region
AfghanistanNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
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Angola0.00.00.00.00.00.00.00.00.00.0...57389.057402.057402.057402.057402.057402.057402.057402.057398.057398.0
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201 rows × 1143 columns

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NaN \n", + "Albania 0.0 0.0 0.0 0.0 ... 125069.0 \n", + "Algeria 0.0 0.0 0.0 0.0 ... -62950.0 \n", + "Andorra 0.0 0.0 0.0 0.0 ... -223575.0 \n", + "Angola 0.0 0.0 0.0 0.0 ... 57389.0 \n", + "... ... ... ... ... ... ... \n", + "West Bank and Gaza -2.0 -2.0 -2.0 -2.0 ... -10823689.0 \n", + "Winter Olympics 2022 0.0 0.0 0.0 0.0 ... -702693.0 \n", + "Yemen 0.0 0.0 0.0 0.0 ... 11410.0 \n", + "Zambia 0.0 0.0 0.0 0.0 ... 331067.0 \n", + "Zimbabwe 0.0 0.0 0.0 0.0 ... -79091.0 \n", + "\n", + " 3/1/23 3/2/23 3/3/23 3/4/23 \\\n", + "Country/Region \n", + "Afghanistan NaN NaN NaN NaN \n", + "Albania 125068.0 125050.0 125065.0 125058.0 \n", + "Algeria -62960.0 -62945.0 -62958.0 -62958.0 \n", + "Andorra -223573.0 -223588.0 -223594.0 -223594.0 \n", + "Angola 57402.0 57402.0 57402.0 57402.0 \n", + "... ... ... ... ... \n", + "West Bank and Gaza -10823698.0 -10823709.0 -10823722.0 -10823734.0 \n", + "Winter Olympics 2022 -702693.0 -702693.0 -702693.0 -702693.0 \n", + "Yemen 11410.0 11410.0 11410.0 11410.0 \n", + "Zambia 331067.0 331134.0 331134.0 331134.0 \n", + "Zimbabwe -78885.0 -78952.0 -78952.0 -78952.0 \n", + "\n", + " 3/5/23 3/6/23 3/7/23 3/8/23 \\\n", + "Country/Region \n", + "Afghanistan NaN NaN NaN NaN \n", + "Albania 125037.0 125021.0 124991.0 124992.0 \n", + "Algeria -62950.0 -62950.0 -62937.0 -62949.0 \n", + "Andorra -223602.0 -223602.0 -223615.0 -223604.0 \n", + "Angola 57402.0 57402.0 57402.0 57398.0 \n", + "... ... ... ... ... \n", + "West Bank and Gaza -10823738.0 -10823738.0 -10823758.0 -10823766.0 \n", + "Winter Olympics 2022 -702693.0 -702693.0 -702693.0 -702693.0 \n", + "Yemen 11410.0 11410.0 11410.0 11410.0 \n", + "Zambia 331190.0 331190.0 331190.0 331190.0 \n", + "Zimbabwe -79008.0 -79008.0 -79008.0 -78859.0 \n", + "\n", + " 3/9/23 \n", + "Country/Region \n", + "Afghanistan NaN \n", + "Albania 125006.0 \n", + "Algeria -62961.0 \n", + "Andorra -223606.0 \n", + "Angola 57398.0 \n", + "... ... \n", + "West Bank and Gaza -10823766.0 \n", + "Winter Olympics 2022 -702693.0 \n", + "Yemen 11410.0 \n", + "Zambia 331190.0 \n", + "Zimbabwe -78859.0 \n", + "\n", + "[201 rows x 1143 columns]" + ] + }, + "execution_count": 570, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfConfirmdCasediff" + ] + }, + { + "cell_type": "code", + "execution_count": 571, + "id": "833deac5", + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate the maximum infection rate for each day\n", + "max_infection_rate = dfConfirmdCasediff.iloc[:, 1:].max(axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 572, + "id": "44081a10", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Country/Region\n", + "Afghanistan NaN\n", + "Albania 136342.0\n", + "Algeria 52524.0\n", + "Andorra 0.0\n", + "Angola 64891.0\n", + " ... \n", + "West Bank and Gaza 301322.0\n", + "Winter Olympics 2022 0.0\n", + "Yemen 11410.0\n", + "Zambia 331190.0\n", + "Zimbabwe 1.0\n", + "Length: 201, dtype: float64" + ] + }, + "execution_count": 572, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "max_infection_rate" + ] + }, + { + "cell_type": "code", + "execution_count": 573, + "id": "94217836", + "metadata": {}, + "outputs": [], + "source": [ + "# Get the maximum infection rate value\n", + "max_rate_value = max_infection_rate.max()" + ] + }, + { + "cell_type": "code", + "execution_count": 574, + "id": "ea8a73d5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "103799897.0" + ] + }, + "execution_count": 574, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "max_rate_value" + ] + }, + { + "cell_type": "code", + "execution_count": 575, + "id": "33b14fe2", + "metadata": {}, + "outputs": [], + "source": [ + "date_of_max_infection = dfConfirmdCasediff.max().idxmax()" + ] + }, + { + "cell_type": "code", + "execution_count": 576, + "id": "2ecd6172", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'3/9/23'" + ] + }, + "execution_count": 576, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "date_of_max_infection" + ] + }, + { + "cell_type": "markdown", + "id": "7ce585dd", + "metadata": {}, + "source": [ + "# Relationship between Covid!9 and External data\n", + "Comfirm case Vs CCVI Index" + ] + }, + { + "cell_type": "code", + "execution_count": 577, + "id": "455faf9b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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statesregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
0FCTNorth Central4865000000.90.400.90.60.20
1PlateauNorth Central4766000000.40.800.30.50.30
2KwaraNorth Central3524000000.30.200.20.60.70
3NassarawaNorth Central2783000000.50.900.10.60.50
4NigerNorth Central6260000000.60.300.10.80.80
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States AffectedNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26708243524037236
1FCT96272840669493
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" + ], + "text/plain": [ + " States Affected No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26708 2435 \n", + "1 FCT 9627 2840 \n", + "2 Kaduna 4504 579 \n", + "3 Plateau 4262 280 \n", + "4 Oyo 3788 368 \n", + "\n", + " No. Discharged No. of Deaths \n", + "0 24037 236 \n", + "1 6694 93 \n", + "2 3877 48 \n", + "3 3948 34 \n", + "4 3374 46 " + ] + }, + "execution_count": 578, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfCovidNig.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 579, + "id": "4b009630", + "metadata": {}, + "outputs": [], + "source": [ + "top_10_Covidexternal = df_Covidexternal.nlargest(10, 'Overall CCVI Index')" + ] + }, + { + "cell_type": "code", + "execution_count": 580, + "id": "d223abd6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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statesregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
8GombeNorth East3692000100.40.900.30.80.70
11YobeNorth East3723000100.31.000.00.91.00
0FCTNorth Central4865000000.90.400.90.60.20
1PlateauNorth Central4766000000.40.800.30.50.30
2KwaraNorth Central3524000000.30.200.20.60.70
3NassarawaNorth Central2783000000.50.900.10.60.50
4NigerNorth Central6260000000.60.300.10.80.80
5BenueNorth Central6376000000.50.700.40.30.50
6KogiNorth Central4970000000.20.500.40.30.60
7BauchiNorth East7270000000.20.800.20.80.80
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" + ], + "text/plain": [ + " states region Population Overall CCVI Index Age \\\n", + "8 Gombe North East 3692000 1 0 \n", + "11 Yobe North East 3723000 1 0 \n", + "0 FCT North Central 4865000 0 0 \n", + "1 Plateau North Central 4766000 0 0 \n", + "2 Kwara North Central 3524000 0 0 \n", + "3 Nassarawa North Central 2783000 0 0 \n", + "4 Niger North Central 6260000 0 0 \n", + "5 Benue North Central 6376000 0 0 \n", + "6 Kogi North Central 4970000 0 0 \n", + "7 Bauchi North East 7270000 0 0 \n", + "\n", + " Epidemiological Fragility Health System Population Density \\\n", + "8 0.4 0.9 0 0.3 \n", + "11 0.3 1.0 0 0.0 \n", + "0 0.9 0.4 0 0.9 \n", + "1 0.4 0.8 0 0.3 \n", + "2 0.3 0.2 0 0.2 \n", + "3 0.5 0.9 0 0.1 \n", + "4 0.6 0.3 0 0.1 \n", + "5 0.5 0.7 0 0.4 \n", + "6 0.2 0.5 0 0.4 \n", + "7 0.2 0.8 0 0.2 \n", + "\n", + " Socio-Economic Transport Availability Acute IHR \n", + "8 0.8 0.7 0 \n", + "11 0.9 1.0 0 \n", + "0 0.6 0.2 0 \n", + "1 0.5 0.3 0 \n", + "2 0.6 0.7 0 \n", + "3 0.6 0.5 0 \n", + "4 0.8 0.8 0 \n", + "5 0.3 0.5 0 \n", + "6 0.3 0.6 0 \n", + "7 0.8 0.8 0 " + ] + }, + "execution_count": 580, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "top_10_Covidexternal" + ] + }, + { + "cell_type": "code", + "execution_count": 581, + "id": "73360281", + "metadata": {}, + "outputs": [], + "source": [ + "top_10_Covidexternal.reset_index(drop=True, inplace=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 582, + "id": "014d42f2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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statesregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
0GombeNorth East3692000100.40.900.30.80.70
1YobeNorth East3723000100.31.000.00.91.00
2FCTNorth Central4865000000.90.400.90.60.20
3PlateauNorth Central4766000000.40.800.30.50.30
4KwaraNorth Central3524000000.30.200.20.60.70
5NassarawaNorth Central2783000000.50.900.10.60.50
6NigerNorth Central6260000000.60.300.10.80.80
7BenueNorth Central6376000000.50.700.40.30.50
8KogiNorth Central4970000000.20.500.40.30.60
9BauchiNorth East7270000000.20.800.20.80.80
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" + ], + "text/plain": [ + " states region Population Overall CCVI Index Age \\\n", + "0 Gombe North East 3692000 1 0 \n", + "1 Yobe North East 3723000 1 0 \n", + "2 FCT North Central 4865000 0 0 \n", + "3 Plateau North Central 4766000 0 0 \n", + "4 Kwara North Central 3524000 0 0 \n", + "5 Nassarawa North Central 2783000 0 0 \n", + "6 Niger North Central 6260000 0 0 \n", + "7 Benue North Central 6376000 0 0 \n", + "8 Kogi North Central 4970000 0 0 \n", + "9 Bauchi North East 7270000 0 0 \n", + "\n", + " Epidemiological Fragility Health System Population Density \\\n", + "0 0.4 0.9 0 0.3 \n", + "1 0.3 1.0 0 0.0 \n", + "2 0.9 0.4 0 0.9 \n", + "3 0.4 0.8 0 0.3 \n", + "4 0.3 0.2 0 0.2 \n", + "5 0.5 0.9 0 0.1 \n", + "6 0.6 0.3 0 0.1 \n", + "7 0.5 0.7 0 0.4 \n", + "8 0.2 0.5 0 0.4 \n", + "9 0.2 0.8 0 0.2 \n", + "\n", + " Socio-Economic Transport Availability Acute IHR \n", + "0 0.8 0.7 0 \n", + "1 0.9 1.0 0 \n", + "2 0.6 0.2 0 \n", + "3 0.5 0.3 0 \n", + "4 0.6 0.7 0 \n", + "5 0.6 0.5 0 \n", + "6 0.8 0.8 0 \n", + "7 0.3 0.5 0 \n", + "8 0.3 0.6 0 \n", + "9 0.8 0.8 0 " + ] + }, + "execution_count": 582, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "top_10_Covidexternal" + ] + }, + { + "cell_type": "code", + "execution_count": 583, + "id": "2d1a94e0", + "metadata": {}, + "outputs": [], + "source": [ + "#change the column name to match the other dataset\n", + "dfCovidNig.rename(columns={'States Affected': 'states'}, inplace=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 584, + "id": "40068410", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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statesNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26708243524037236
1FCT96272840669493
2Kaduna4504579387748
3Plateau4262280394834
4Oyo3788368337446
5Rivers3279232298760
6Edo2768522603113
7Ogun2382174217533
8Kano2032198177856
9Delta184357173749
10Ondo179362169041
11Katsina1405214116724
12Enugu137634132121
13Kwara1296171109431
14Gombe116418395031
15Ebonyi109124103730
16Abia9802594510
17Osun9792093722
18Bauchi89710877514
19Borno7783770536
20Imo7346166112
21Nasarawa60026232513
22Benue5154446011
23Bayelsa4975542121
24Ekiti405243756
25Akwa Ibom395443429
26Jigawa3865731811
27Niger3816930012
28Adamawa3559623821
29Anambra299627419
30Sokoto2284017117
31Taraba203191777
32Yobe164331238
33Kebbi14351308
34Cross River9318111
35Zamfara791735
36Kogi5032
\n", + "
" + ], + "text/plain": [ + " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26708 2435 \n", + "1 FCT 9627 2840 \n", + "2 Kaduna 4504 579 \n", + "3 Plateau 4262 280 \n", + "4 Oyo 3788 368 \n", + "5 Rivers 3279 232 \n", + "6 Edo 2768 52 \n", + "7 Ogun 2382 174 \n", + "8 Kano 2032 198 \n", + "9 Delta 1843 57 \n", + "10 Ondo 1793 62 \n", + "11 Katsina 1405 214 \n", + "12 Enugu 1376 34 \n", + "13 Kwara 1296 171 \n", + "14 Gombe 1164 183 \n", + "15 Ebonyi 1091 24 \n", + "16 Abia 980 25 \n", + "17 Osun 979 20 \n", + "18 Bauchi 897 108 \n", + "19 Borno 778 37 \n", + "20 Imo 734 61 \n", + "21 Nasarawa 600 262 \n", + "22 Benue 515 44 \n", + "23 Bayelsa 497 55 \n", + "24 Ekiti 405 24 \n", + "25 Akwa Ibom 395 44 \n", + "26 Jigawa 386 57 \n", + "27 Niger 381 69 \n", + "28 Adamawa 355 96 \n", + "29 Anambra 299 6 \n", + "30 Sokoto 228 40 \n", + "31 Taraba 203 19 \n", + "32 Yobe 164 33 \n", + "33 Kebbi 143 5 \n", + "34 Cross River 93 1 \n", + "35 Zamfara 79 1 \n", + "36 Kogi 5 0 \n", + "\n", + " No. Discharged No. of Deaths \n", + "0 24037 236 \n", + "1 6694 93 \n", + "2 3877 48 \n", + "3 3948 34 \n", + "4 3374 46 \n", + "5 2987 60 \n", + "6 2603 113 \n", + "7 2175 33 \n", + "8 1778 56 \n", + "9 1737 49 \n", + "10 1690 41 \n", + "11 1167 24 \n", + "12 1321 21 \n", + "13 1094 31 \n", + "14 950 31 \n", + "15 1037 30 \n", + "16 945 10 \n", + "17 937 22 \n", + "18 775 14 \n", + "19 705 36 \n", + "20 661 12 \n", + "21 325 13 \n", + "22 460 11 \n", + "23 421 21 \n", + "24 375 6 \n", + "25 342 9 \n", + "26 318 11 \n", + "27 300 12 \n", + "28 238 21 \n", + "29 274 19 \n", + "30 171 17 \n", + "31 177 7 \n", + "32 123 8 \n", + "33 130 8 \n", + "34 81 11 \n", + "35 73 5 \n", + "36 3 2 " + ] + }, + "execution_count": 584, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfCovidNig" + ] + }, + { + "cell_type": "code", + "execution_count": 585, + "id": "c2ff1fc5", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "top_10_CovidNig= dfCovidNig.nlargest(10, 'No. of Cases (Lab Confirmed)') " + ] + }, + { + "cell_type": "code", + "execution_count": 586, + "id": "987bd9e0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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statesNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26708243524037236
1FCT96272840669493
2Kaduna4504579387748
3NassarawaPlateau4262280394834
4Oyo3788368337446
5Rivers3279232298760
6Edo2768522603113
7Ogun2382174217533
8Kano2032198177856
9Delta184357173749
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" + ], + "text/plain": [ + " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26708 2435 \n", + "1 FCT 9627 2840 \n", + "2 Kaduna 4504 579 \n", + "3 Plateau 4262 280 \n", + "4 Oyo 3788 368 \n", + "5 Rivers 3279 232 \n", + "6 Edo 2768 52 \n", + "7 Ogun 2382 174 \n", + "8 Kano 2032 198 \n", + "9 Delta 1843 57 \n", + "\n", + " No. Discharged No. of Deaths \n", + "0 24037 236 \n", + "1 6694 93 \n", + "2 3877 48 \n", + "3 3948 34 \n", + "4 3374 46 \n", + "5 2987 60 \n", + "6 2603 113 \n", + "7 2175 33 \n", + "8 1778 56 \n", + "9 1737 49 " + ] + }, + "execution_count": 586, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "top_10_CovidNig" + ] + }, + { + "cell_type": "code", + "execution_count": 587, + "id": "ae7ade59", + "metadata": {}, + "outputs": [], + "source": [ + "# merge both datasets using their common column name\n", + "merged_top10 = pd.merge(dfCovidNig, top_10_Covidexternal, on='states')" + ] + }, + { + "cell_type": "code", + "execution_count": 588, + "id": "46c429f7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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statesNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of DeathsregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
0FCT96272840669493North Central4865000000.90.400.90.60.20
1Plateau4262280394834North Central4766000000.40.800.30.50.30
2Kwara1296171109431North Central3524000000.30.200.20.60.70
3Gombe116418395031North East3692000100.40.900.30.80.70
4Bauchi89710877514North East7270000000.20.800.20.80.80
5Benue5154446011North Central6376000000.50.700.40.30.50
6Niger3816930012North Central6260000000.60.300.10.80.80
7Yobe164331238North East3723000100.31.000.00.91.00
8Kogi5032North Central4970000000.20.500.40.30.60
\n", + "
" + ], + "text/plain": [ + " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 FCT 9627 2840 \n", + "1 Plateau 4262 280 \n", + "2 Kwara 1296 171 \n", + "3 Gombe 1164 183 \n", + "4 Bauchi 897 108 \n", + "5 Benue 515 44 \n", + "6 Niger 381 69 \n", + "7 Yobe 164 33 \n", + "8 Kogi 5 0 \n", + "\n", + " No. Discharged No. of Deaths region Population \\\n", + "0 6694 93 North Central 4865000 \n", + "1 3948 34 North Central 4766000 \n", + "2 1094 31 North Central 3524000 \n", + "3 950 31 North East 3692000 \n", + "4 775 14 North East 7270000 \n", + "5 460 11 North Central 6376000 \n", + "6 300 12 North Central 6260000 \n", + "7 123 8 North East 3723000 \n", + "8 3 2 North Central 4970000 \n", + "\n", + " Overall CCVI Index Age Epidemiological Fragility Health System \\\n", + "0 0 0 0.9 0.4 0 \n", + "1 0 0 0.4 0.8 0 \n", + "2 0 0 0.3 0.2 0 \n", + "3 1 0 0.4 0.9 0 \n", + "4 0 0 0.2 0.8 0 \n", + "5 0 0 0.5 0.7 0 \n", + "6 0 0 0.6 0.3 0 \n", + "7 1 0 0.3 1.0 0 \n", + "8 0 0 0.2 0.5 0 \n", + "\n", + " Population Density Socio-Economic Transport Availability Acute IHR \n", + "0 0.9 0.6 0.2 0 \n", + "1 0.3 0.5 0.3 0 \n", + "2 0.2 0.6 0.7 0 \n", + "3 0.3 0.8 0.7 0 \n", + "4 0.2 0.8 0.8 0 \n", + "5 0.4 0.3 0.5 0 \n", + "6 0.1 0.8 0.8 0 \n", + "7 0.0 0.9 1.0 0 \n", + "8 0.4 0.3 0.6 0 " + ] + }, + "execution_count": 588, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "merged_top10" + ] + }, + { + "cell_type": "code", + "execution_count": 589, + "id": "d11e897b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 589, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#Line plot\n", + "plt.plot(merged_top10['states'], merged_top10['No. of Cases (Lab Confirmed)'], label='Covid!9 Dataset')\n", + "plt.plot(merged_top10['states'], merged_top10['Overall CCVI Index'], label='External data')\n", + "plt.xlabel('states')\n", + "plt.ylabel('Overall CCVI Index vs Confirmed Cases')\n", + "plt.title('Overall CCVI Index vs Confirmed Cases')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 590, + "id": "3a2e4c07", + "metadata": {}, + "outputs": [], + "source": [ + "top_10_PopulationDensity = df_Covidexternal.nlargest(10, 'Population Density')" + ] + }, + { + "cell_type": "code", + "execution_count": 591, + "id": "6c845faf", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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statesregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
24AnambraSouth East6050000001.00.601.00.00.11
31LagosSouth West13992000001.00.301.00.10.40
0FCTNorth Central4865000000.90.400.90.60.20
20ImoSouth East6018000010.90.000.90.40.01
21AbiaSouth East4190000000.60.100.90.20.01
26RiversSouth South7763000000.90.600.90.10.11
13KanoNorth West14726000000.10.300.80.80.50
23Akwa IbomSouth East6093000000.70.600.80.50.11
35OsunSouth West5252000000.40.400.80.10.21
36EkitiSouth West3593000000.30.500.80.10.41
\n", + "
" + ], + "text/plain": [ + " states region Population Overall CCVI Index Age \\\n", + "24 Anambra South East 6050000 0 0 \n", + "31 Lagos South West 13992000 0 0 \n", + "0 FCT North Central 4865000 0 0 \n", + "20 Imo South East 6018000 0 1 \n", + "21 Abia South East 4190000 0 0 \n", + "26 Rivers South South 7763000 0 0 \n", + "13 Kano North West 14726000 0 0 \n", + "23 Akwa Ibom South East 6093000 0 0 \n", + "35 Osun South West 5252000 0 0 \n", + "36 Ekiti South West 3593000 0 0 \n", + "\n", + " Epidemiological Fragility Health System Population Density \\\n", + "24 1.0 0.6 0 1.0 \n", + "31 1.0 0.3 0 1.0 \n", + "0 0.9 0.4 0 0.9 \n", + "20 0.9 0.0 0 0.9 \n", + "21 0.6 0.1 0 0.9 \n", + "26 0.9 0.6 0 0.9 \n", + "13 0.1 0.3 0 0.8 \n", + "23 0.7 0.6 0 0.8 \n", + "35 0.4 0.4 0 0.8 \n", + "36 0.3 0.5 0 0.8 \n", + "\n", + " Socio-Economic Transport Availability Acute IHR \n", + "24 0.0 0.1 1 \n", + "31 0.1 0.4 0 \n", + "0 0.6 0.2 0 \n", + "20 0.4 0.0 1 \n", + "21 0.2 0.0 1 \n", + "26 0.1 0.1 1 \n", + "13 0.8 0.5 0 \n", + "23 0.5 0.1 1 \n", + "35 0.1 0.2 1 \n", + "36 0.1 0.4 1 " + ] + }, + "execution_count": 591, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "top_10_PopulationDensity" + ] + }, + { + "cell_type": "code", + "execution_count": 592, + "id": "20a92537", + "metadata": {}, + "outputs": [], + "source": [ + "merged_top10Density = pd.merge(dfCovidNig, top_10_PopulationDensity, on='states')" + ] + }, + { + "cell_type": "code", + "execution_count": 593, + "id": "972a4d7c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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statesNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of DeathsregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
0Lagos26708243524037236South West13992000001.00.301.00.10.40
1FCT96272840669493North Central27830004865000000.90.400.90.60.20
2Rivers3279232298760South South7763000000.90.600.90.10.11
3Kano2032198177856North West14726000000.10.300.80.80.50
4Abia9802594510South East4190000000.60.100.90.20.01
5Osun9792093722South West5252000000.40.400.80.10.21
6Imo7346166112South East6018000010.90.000.90.40.01
7Ekiti405243756South West3593000000.30.500.80.10.41
8Akwa Ibom395443429South East6093000000.70.600.80.50.850.11
4NigerNorth Central62600009Anambra299627419South East6050000001.00.601.00.00.60.30.70.10.80.80.841
\n", "
" ], "text/plain": [ - " states region Population Overall CCVI Index Age \\\n", - "0 FCT North Central 4865000 0.3 0.0 \n", - "1 Plateau North Central 4766000 0.4 0.5 \n", - "2 Kwara North Central 3524000 0.3 0.4 \n", - "3 Nassarawa North Central 2783000 0.1 0.3 \n", - "4 Niger North Central 6260000 0.6 0.0 \n", + " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26708 2435 \n", + "1 FCT 9627 2840 \n", + "2 Rivers 3279 232 \n", + "3 Kano 2032 198 \n", + "4 Abia 980 25 \n", + "5 Osun 979 20 \n", + "6 Imo 734 61 \n", + "7 Ekiti 405 24 \n", + "8 Akwa Ibom 395 44 \n", + "9 Anambra 299 6 \n", "\n", - " Epidemiological Fragility Health System Population Density \\\n", - "0 0.9 0.4 0.6 0.9 \n", - "1 0.4 0.8 0.3 0.3 \n", - "2 0.3 0.2 0.4 0.2 \n", - "3 0.5 0.9 0.0 0.1 \n", - "4 0.6 0.3 0.7 0.1 \n", + " No. Discharged No. of Deaths region Population \\\n", + "0 24037 236 South West 13992000 \n", + "1 6694 93 North Central 4865000 \n", + "2 2987 60 South South 7763000 \n", + "3 1778 56 North West 14726000 \n", + "4 945 10 South East 4190000 \n", + "5 937 22 South West 5252000 \n", + "6 661 12 South East 6018000 \n", + "7 375 6 South West 3593000 \n", + "8 342 9 South East 6093000 \n", + "9 274 19 South East 6050000 \n", "\n", - " Socio-Economic Transport Availability Acute IHR \n", - "0 0.6 0.2 0.79 \n", - "1 0.5 0.3 0.93 \n", - "2 0.6 0.7 0.93 \n", - "3 0.6 0.5 0.85 \n", - "4 0.8 0.8 0.84 " + " Overall CCVI Index Age Epidemiological Fragility Health System \\\n", + "0 0 0 1.0 0.3 0 \n", + "1 0 0 0.9 0.4 0 \n", + "2 0 0 0.9 0.6 0 \n", + "3 0 0 0.1 0.3 0 \n", + "4 0 0 0.6 0.1 0 \n", + "5 0 0 0.4 0.4 0 \n", + "6 0 1 0.9 0.0 0 \n", + "7 0 0 0.3 0.5 0 \n", + "8 0 0 0.7 0.6 0 \n", + "9 0 0 1.0 0.6 0 \n", + "\n", + " Population Density Socio-Economic Transport Availability Acute IHR \n", + "0 1.0 0.1 0.4 0 \n", + "1 0.9 0.6 0.2 0 \n", + "2 0.9 0.1 0.1 1 \n", + "3 0.8 0.8 0.5 0 \n", + "4 0.9 0.2 0.0 1 \n", + "5 0.8 0.1 0.2 1 \n", + "6 0.9 0.4 0.0 1 \n", + "7 0.8 0.1 0.4 1 \n", + "8 0.8 0.5 0.1 1 \n", + "9 1.0 0.0 0.1 1 " ] }, - "execution_count": 766, + "execution_count": 593, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dffff.head()" + "merged_top10Density" + ] + }, + { + "cell_type": "markdown", + "id": "89ca3e84", + "metadata": {}, + "source": [ + "# Regression Plot" ] }, { "cell_type": "code", - "execution_count": null, - "id": "cab35937", - "metadata": { - "collapsed": true - }, + "execution_count": 594, + "id": "3fb3f968", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Regression Plot: Population Density vs. No. of Cases (Lab Confirmed)')" + ] + }, + "execution_count": 594, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate a regression plot\n", + "sns.regplot(x='Population Density', y='No. of Cases (Lab Confirmed)', data=merged_top10Density)\n", + "\n", + "# Add labels and title\n", + "plt.xlabel('Population Density')\n", + "plt.ylabel('No. of Cases (Lab Confirmed)')\n", + "plt.title('Regression Plot: Population Density vs. No. of Cases (Lab Confirmed)')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 595, + "id": "b6debb09", + "metadata": {}, "outputs": [ { "data": { @@ -13982,97 +17267,235 @@ " \n", " \n", " \n", - " States Affected\n", - " No. of Cases (Lab Confirmed)\n", - " No. of Cases (on admission)\n", - " No. Discharged\n", - " No. of Deaths\n", + " Year\n", + " Q1\n", + " Q2\n", + " Q3\n", + " Q4\n", " \n", " \n", " \n", " \n", " 0\n", - " Lagos\n", - " 26,708\n", - " 2,435\n", - " 24,037\n", - " 236\n", + " 2014\n", + " 15438679.50\n", + " 16084622.31\n", + " 17479127.58\n", + " 18150356.45\n", " \n", " \n", " 1\n", - " FCT\n", - " 9,627\n", - " 2,840\n", - " 6,694\n", - " 93\n", + " 2015\n", + " 16050601.38\n", + " 16463341.91\n", + " 17976234.59\n", + " 18533752.07\n", " \n", " \n", " 2\n", - " Kaduna\n", - " 4,504\n", - " 579\n", - " 3,877\n", - " 48\n", + " 2016\n", + " 15943714.54\n", + " 16218542.41\n", + " 17555441.69\n", + " 18213537.29\n", " \n", " \n", " 3\n", - " Plateau\n", - " 4,262\n", - " 280\n", - " 3,948\n", - " 34\n", + " 2017\n", + " 15797965.83\n", + " 16334719.27\n", + " 17760228.17\n", + " 18598067.07\n", " \n", " \n", " 4\n", - " Oyo\n", - " 3,788\n", - " 368\n", - " 3,374\n", - " 46\n", + " 2018\n", + " 16096654.19\n", + " 16580508.07\n", + " 18081342.10\n", + " 19041437.59\n", + " \n", + " \n", + " 5\n", + " 2019\n", + " 16434552.65\n", + " 16931434.89\n", + " 18494114.17\n", + " 19530000.00\n", + " \n", + " \n", + " 6\n", + " 2020\n", + " 16740000.00\n", + " 15890000.00\n", + " 17820000.00\n", + " 0.00\n", " \n", " \n", "\n", "" ], "text/plain": [ - " States Affected No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", - "0 Lagos 26,708 2,435 \n", - "1 FCT 9,627 2,840 \n", - "2 Kaduna 4,504 579 \n", - "3 Plateau 4,262 280 \n", - "4 Oyo 3,788 368 \n", - "\n", - " No. Discharged No. of Deaths \n", - "0 24,037 236 \n", - "1 6,694 93 \n", - "2 3,877 48 \n", - "3 3,948 34 \n", - "4 3,374 46 " + " Year Q1 Q2 Q3 Q4\n", + "0 2014 15438679.50 16084622.31 17479127.58 18150356.45\n", + "1 2015 16050601.38 16463341.91 17976234.59 18533752.07\n", + "2 2016 15943714.54 16218542.41 17555441.69 18213537.29\n", + "3 2017 15797965.83 16334719.27 17760228.17 18598067.07\n", + "4 2018 16096654.19 16580508.07 18081342.10 19041437.59\n", + "5 2019 16434552.65 16931434.89 18494114.17 19530000.00\n", + "6 2020 16740000.00 15890000.00 17820000.00 0.00" + ] + }, + "execution_count": 595, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfRealgdp" + ] + }, + { + "cell_type": "code", + "execution_count": 596, + "id": "7294b37b", + "metadata": {}, + "outputs": [], + "source": [ + "pre_covid_gdp = dfRealgdp[(dfRealgdp['Year'] >= 2014) & (dfRealgdp['Year'] <= 2019)].sum().sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 597, + "id": "37143fa9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "413801074.72" + ] + }, + "execution_count": 597, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pre_covid_gdp" + ] + }, + { + "cell_type": "code", + "execution_count": 598, + "id": "a3b30137", + "metadata": {}, + "outputs": [], + "source": [ + "q2_2020_gdp = dfRealgdp[dfRealgdp['Year'] == 2020]['Q2'].iloc[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 599, + "id": "56a29596", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "15890000.0" + ] + }, + "execution_count": 599, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "q2_2020_gdp" + ] + }, + { + "cell_type": "code", + "execution_count": 600, + "id": "11b80273", + "metadata": {}, + "outputs": [], + "source": [ + "percentage_change = ((q2_2020_gdp - pre_covid_gdp)/pre_covid_gdp)*100" + ] + }, + { + "cell_type": "code", + "execution_count": 601, + "id": "e4af1fa4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "-96.15999064024857" ] }, - "execution_count": 764, + "execution_count": 601, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfdf.head()" + "percentage_change" ] }, { "cell_type": "code", - "execution_count": null, - "id": "4b009630", + "execution_count": 602, + "id": "2ef3bc08", "metadata": {}, "outputs": [], "source": [ - "top_10_dffff = dffff.nlargest(10, 'Overall CCVI Index') " + "# Check if dfRealgdp is a Series\n", + "if isinstance(dfRealgdp, pd.Series):\n", + " # Convert the Series to DataFrame with 'Year' as a new column\n", + " dfRealgdp1 = dfRealgdp.reset_index()" ] }, { "cell_type": "code", - "execution_count": null, - "id": "d223abd6", + "execution_count": 603, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Year', 'Q1', 'Q2', 'Q3', 'Q4'], dtype='object')" + ] + }, + "execution_count": 603, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfRealgdp.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 604, + "id": "263a27d3", + "metadata": {}, + "outputs": [], + "source": [ + "# Set 'Year' column as the index for easier plotting\n", + "dfRealgdp.set_index('Year', inplace=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 605, + "id": "006ddaa7", "metadata": {}, "outputs": [ { @@ -14096,249 +17519,128 @@ " \n", " \n", " \n", - " states\n", - " region\n", - " Population\n", - " Overall CCVI Index\n", - " Age\n", - " Epidemiological\n", - " Fragility\n", - " Health System\n", - " Population Density\n", - " Socio-Economic\n", - " Transport Availability\n", - " Acute IHR\n", - " \n", - " \n", - " \n", - " \n", - " 8\n", - " Gombe\n", - " North East\n", - " 3692000\n", - " 1\n", - " 0\n", - " 0.4\n", - " 0.9\n", - " 0\n", - " 0.3\n", - " 0.8\n", - " 0.7\n", - " 0\n", - " \n", - " \n", - " 11\n", - " Yobe\n", - " North East\n", - " 3723000\n", - " 1\n", - " 0\n", - " 0.3\n", - " 1.0\n", - " 0\n", - " 0.0\n", - " 0.9\n", - " 1.0\n", - " 0\n", - " \n", - " \n", - " 0\n", - " FCT\n", - " North Central\n", - " 4865000\n", - " 0\n", - " 0\n", - " 0.9\n", - " 0.4\n", - " 0\n", - " 0.9\n", - " 0.6\n", - " 0.2\n", - " 0\n", - " \n", - " \n", - " 1\n", - " Plateau\n", - " North Central\n", - " 4766000\n", - " 0\n", - " 0\n", - " 0.4\n", - " 0.8\n", - " 0\n", - " 0.3\n", - " 0.5\n", - " 0.3\n", - " 0\n", + " Q1\n", + " Q2\n", + " Q3\n", + " Q4\n", " \n", " \n", - " 2\n", - " Kwara\n", - " North Central\n", - " 3524000\n", - " 0\n", - " 0\n", - " 0.3\n", - " 0.2\n", - " 0\n", - " 0.2\n", - " 0.6\n", - " 0.7\n", - " 0\n", + " Year\n", + " \n", + " \n", + " \n", + " \n", " \n", + " \n", + " \n", " \n", - " 3\n", - " Nassarawa\n", - " North Central\n", - " 2783000\n", - " 0\n", - " 0\n", - " 0.5\n", - " 0.9\n", - " 0\n", - " 0.1\n", - " 0.6\n", - " 0.5\n", - " 0\n", + " 2014\n", + " 15438679.50\n", + " 16084622.31\n", + " 17479127.58\n", + " 18150356.45\n", " \n", " \n", - " 4\n", - " Niger\n", - " North Central\n", - " 6260000\n", - " 0\n", - " 0\n", - " 0.6\n", - " 0.3\n", - " 0\n", - " 0.1\n", - " 0.8\n", - " 0.8\n", - " 0\n", + " 2015\n", + " 16050601.38\n", + " 16463341.91\n", + " 17976234.59\n", + " 18533752.07\n", " \n", " \n", - " 5\n", - " Benue\n", - " North Central\n", - " 6376000\n", - " 0\n", - " 0\n", - " 0.5\n", - " 0.7\n", - " 0\n", - " 0.4\n", - " 0.3\n", - " 0.5\n", - " 0\n", + " 2016\n", + " 15943714.54\n", + " 16218542.41\n", + " 17555441.69\n", + " 18213537.29\n", " \n", " \n", - " 6\n", - " Kogi\n", - " North Central\n", - " 4970000\n", - " 0\n", - " 0\n", - " 0.2\n", - " 0.5\n", - " 0\n", - " 0.4\n", - " 0.3\n", - " 0.6\n", - " 0\n", + " 2017\n", + " 15797965.83\n", + " 16334719.27\n", + " 17760228.17\n", + " 18598067.07\n", " \n", " \n", - " 7\n", - " Bauchi\n", - " North East\n", - " 7270000\n", - " 0\n", - " 0\n", - " 0.2\n", - " 0.8\n", - " 0\n", - " 0.2\n", - " 0.8\n", - " 0.8\n", - " 0\n", - " \n", - " \n", - "\n", - "" - ], - "text/plain": [ - " states region Population Overall CCVI Index Age \\\n", - "8 Gombe North East 3692000 1 0 \n", - "11 Yobe North East 3723000 1 0 \n", - "0 FCT North Central 4865000 0 0 \n", - "1 Plateau North Central 4766000 0 0 \n", - "2 Kwara North Central 3524000 0 0 \n", - "3 Nassarawa North Central 2783000 0 0 \n", - "4 Niger North Central 6260000 0 0 \n", - "5 Benue North Central 6376000 0 0 \n", - "6 Kogi North Central 4970000 0 0 \n", - "7 Bauchi North East 7270000 0 0 \n", - "\n", - " Epidemiological Fragility Health System Population Density \\\n", - "8 0.4 0.9 0 0.3 \n", - "11 0.3 1.0 0 0.0 \n", - "0 0.9 0.4 0 0.9 \n", - "1 0.4 0.8 0 0.3 \n", - "2 0.3 0.2 0 0.2 \n", - "3 0.5 0.9 0 0.1 \n", - "4 0.6 0.3 0 0.1 \n", - "5 0.5 0.7 0 0.4 \n", - "6 0.2 0.5 0 0.4 \n", - "7 0.2 0.8 0 0.2 \n", - "\n", - " Socio-Economic Transport Availability Acute IHR \n", - "8 0.8 0.7 0 \n", - "11 0.9 1.0 0 \n", - "0 0.6 0.2 0 \n", - "1 0.5 0.3 0 \n", - "2 0.6 0.7 0 \n", - "3 0.6 0.5 0 \n", - "4 0.8 0.8 0 \n", - "5 0.3 0.5 0 \n", - "6 0.3 0.6 0 \n", - "7 0.8 0.8 0 " + " 2018\n", + " 16096654.19\n", + " 16580508.07\n", + " 18081342.10\n", + " 19041437.59\n", + " \n", + " \n", + " 2019\n", + " 16434552.65\n", + " 16931434.89\n", + " 18494114.17\n", + " 19530000.00\n", + " \n", + " \n", + " 2020\n", + " 16740000.00\n", + " 15890000.00\n", + " 17820000.00\n", + " 0.00\n", + " \n", + " \n", + "\n", + "" + ], + "text/plain": [ + " Q1 Q2 Q3 Q4\n", + "Year \n", + "2014 15438679.50 16084622.31 17479127.58 18150356.45\n", + "2015 16050601.38 16463341.91 17976234.59 18533752.07\n", + "2016 15943714.54 16218542.41 17555441.69 18213537.29\n", + "2017 15797965.83 16334719.27 17760228.17 18598067.07\n", + "2018 16096654.19 16580508.07 18081342.10 19041437.59\n", + "2019 16434552.65 16931434.89 18494114.17 19530000.00\n", + "2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 869, + "execution_count": 605, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "top_10_dffff" + "dfRealgdp" ] }, { "cell_type": "code", - "execution_count": null, - "id": "2d1a94e0", + "execution_count": 606, + "id": "5960bb99", "metadata": {}, - "outputs": [], - "source": [ - "#change the column name to match the other dataset\n", - "dfdf.rename(columns={'States Affected': 'states'}, inplace=True)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c2ff1fc5", - "metadata": { - "scrolled": true - }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "top_10_dfdf = dfdf.nlargest(10, 'No. of Cases (Lab Confirmed)') " + "# Plot the bar chart\n", + "fig, axes = plt.subplots(nrows=len(dfRealgdp.index), ncols=1, figsize=(10, 8), sharex=True)\n", + "for i, year in enumerate(dfRealgdp.index):\n", + " dfRealgdp.loc[year].plot(kind='bar', ax=axes[i], color=['#1f77b4', '#ff7f0e', '#2ca02c', '#d62728'])\n", + " axes[i].set_ylabel('GDP')\n", + " axes[i].set_title(f'Year {year}')\n", + "plt.xlabel('Quarters')\n", + "\n", + "# Adjust the layout\n", + "plt.tight_layout()\n" ] }, { "cell_type": "code", - "execution_count": null, - "id": "987bd9e0", + "execution_count": 607, + "id": "3a65e340", "metadata": {}, "outputs": [ { @@ -14363,320 +17665,298 @@ " \n", " \n", " states\n", - " No. of Cases (Lab Confirmed)\n", - " No. of Cases (on admission)\n", - " No. Discharged\n", - " No. of Deaths\n", + " Initial_budget (Bn)\n", + " Revised_budget (Bn)\n", " \n", " \n", " \n", " \n", " 0\n", - " Lagos\n", - " 26708\n", - " 2435\n", - " 24037\n", - " 236\n", + " Abia\n", + " 136.60\n", + " 102.70\n", " \n", " \n", " 1\n", - " FCT\n", - " 9627\n", - " 2840\n", - " 6694\n", - " 93\n", + " Adamawa\n", + " 183.30\n", + " 139.31\n", " \n", " \n", " 2\n", - " Kaduna\n", - " 4504\n", - " 579\n", - " 3877\n", - " 48\n", + " Akwa-Ibom\n", + " 597.73\n", + " 366.00\n", " \n", " \n", " 3\n", - " Plateau\n", - " 4262\n", - " 280\n", - " 3948\n", - " 34\n", + " Anambra\n", + " 137.10\n", + " 112.80\n", " \n", " \n", " 4\n", - " Oyo\n", - " 3788\n", - " 368\n", - " 3374\n", - " 46\n", + " Bauchi\n", + " 167.20\n", + " 128.00\n", " \n", " \n", " 5\n", - " Rivers\n", - " 3279\n", - " 232\n", - " 2987\n", - " 60\n", + " Bayelsa\n", + " 242.18\n", + " 183.15\n", " \n", " \n", " 6\n", - " Edo\n", - " 2768\n", - " 52\n", - " 2603\n", - " 113\n", + " Benue\n", + " 189.00\n", + " 119.00\n", " \n", " \n", " 7\n", + " Borno\n", + " 146.80\n", + " 108.80\n", + " \n", + " \n", + " 8\n", + " Cross River\n", + " 1100.00\n", + " 147.10\n", + " \n", + " \n", + " 9\n", + " Delta\n", + " 395.50\n", + " 282.30\n", + " \n", + " \n", + " 10\n", + " Ebonyi\n", + " 178.40\n", + " 131.80\n", + " \n", + " \n", + " 11\n", + " Edo\n", + " 179.20\n", + " 128.80\n", + " \n", + " \n", + " 12\n", + " Ekiti\n", + " 124.50\n", + " 91.10\n", + " \n", + " \n", + " 13\n", + " Enugu\n", + " 169.56\n", + " 146.40\n", + " \n", + " \n", + " 14\n", + " Gombe\n", + " 130.83\n", + " 107.40\n", + " \n", + " \n", + " 15\n", + " Imo\n", + " 197.60\n", + " 108.30\n", + " \n", + " \n", + " 16\n", + " Jigawa\n", + " 152.92\n", + " 124.00\n", + " \n", + " \n", + " 17\n", + " Kaduna\n", + " 259.25\n", + " 223.60\n", + " \n", + " \n", + " 18\n", + " Kano\n", + " 200.00\n", + " 138.00\n", + " \n", + " \n", + " 19\n", + " Katsina\n", + " 244.00\n", + " 213.00\n", + " \n", + " \n", + " 20\n", + " Kebbi\n", + " 138.00\n", + " 99.60\n", + " \n", + " \n", + " 21\n", + " Kogi\n", + " 176.00\n", + " 102.00\n", + " \n", + " \n", + " 22\n", + " Kwara\n", + " 160.00\n", + " 120.00\n", + " \n", + " \n", + " 23\n", + " Lagos\n", + " 1680.00\n", + " 920.50\n", + " \n", + " \n", + " 24\n", + " Nasarawa\n", + " 108.40\n", + " 62.96\n", + " \n", + " \n", + " 25\n", + " Niger\n", + " 155.00\n", + " 98.00\n", + " \n", + " \n", + " 26\n", " Ogun\n", - " 2382\n", - " 174\n", - " 2175\n", - " 33\n", + " 449.90\n", + " 280.00\n", + " \n", + " \n", + " 27\n", + " Ondo\n", + " 187.80\n", + " 151.40\n", + " \n", + " \n", + " 28\n", + " Osun\n", + " 119.60\n", + " 82.20\n", + " \n", + " \n", + " 29\n", + " Oyo\n", + " 213.00\n", + " 174.00\n", + " \n", + " \n", + " 30\n", + " Plateau\n", + " 177.30\n", + " 122.00\n", + " \n", + " \n", + " 31\n", + " Rivers\n", + " 530.80\n", + " 300.40\n", + " \n", + " \n", + " 32\n", + " Sokoto\n", + " 202.40\n", + " 153.00\n", " \n", " \n", - " 8\n", - " Kano\n", - " 2032\n", - " 198\n", - " 1778\n", - " 56\n", + " 33\n", + " Taraba\n", + " 215.00\n", + " 150.50\n", " \n", " \n", - " 9\n", - " Delta\n", - " 1843\n", - " 57\n", - " 1737\n", - " 49\n", - " \n", - " \n", - "\n", - "" - ], - "text/plain": [ - " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", - "0 Lagos 26708 2435 \n", - "1 FCT 9627 2840 \n", - "2 Kaduna 4504 579 \n", - "3 Plateau 4262 280 \n", - "4 Oyo 3788 368 \n", - "5 Rivers 3279 232 \n", - "6 Edo 2768 52 \n", - "7 Ogun 2382 174 \n", - "8 Kano 2032 198 \n", - "9 Delta 1843 57 \n", - "\n", - " No. Discharged No. of Deaths \n", - "0 24037 236 \n", - "1 6694 93 \n", - "2 3877 48 \n", - "3 3948 34 \n", - "4 3374 46 \n", - "5 2987 60 \n", - "6 2603 113 \n", - "7 2175 33 \n", - "8 1778 56 \n", - "9 1737 49 " - ] - }, - "execution_count": 860, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "top_10_dfdf" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ae7ade59", - "metadata": {}, - "outputs": [], - "source": [ - "# merge both datasets using their common column name\n", - "merged_top10 = pd.merge(top_10_dffff, top_10_dfdf, on='states')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "46c429f7", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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statesregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHRNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths34Yobe108.0086.00
0FCTNorth Central4865000000.90.400.90.60.209627284066949335Zamfara188.50127.30
1PlateauNorth Central4766000000.40.800.30.50.30426228039483436FCT278.78199.00
\n", "
" ], "text/plain": [ - " states region Population Overall CCVI Index Age \\\n", - "0 FCT North Central 4865000 0 0 \n", - "1 Plateau North Central 4766000 0 0 \n", - "\n", - " Epidemiological Fragility Health System Population Density \\\n", - "0 0.9 0.4 0 0.9 \n", - "1 0.4 0.8 0 0.3 \n", - "\n", - " Socio-Economic Transport Availability Acute IHR \\\n", - "0 0.6 0.2 0 \n", - "1 0.5 0.3 0 \n", - "\n", - " No. of Cases (Lab Confirmed) No. of Cases (on admission) No. Discharged \\\n", - "0 9627 2840 6694 \n", - "1 4262 280 3948 \n", - "\n", - " No. of Deaths \n", - "0 93 \n", - "1 34 " - ] - }, - "execution_count": 871, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "merged_top10" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d11e897b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" + " states Initial_budget (Bn) Revised_budget (Bn)\n", + "0 Abia 136.60 102.70\n", + "1 Adamawa 183.30 139.31\n", + "2 Akwa-Ibom 597.73 366.00\n", + "3 Anambra 137.10 112.80\n", + "4 Bauchi 167.20 128.00\n", + "5 Bayelsa 242.18 183.15\n", + "6 Benue 189.00 119.00\n", + "7 Borno 146.80 108.80\n", + "8 Cross River 1100.00 147.10\n", + "9 Delta 395.50 282.30\n", + "10 Ebonyi 178.40 131.80\n", + "11 Edo 179.20 128.80\n", + "12 Ekiti 124.50 91.10\n", + "13 Enugu 169.56 146.40\n", + "14 Gombe 130.83 107.40\n", + "15 Imo 197.60 108.30\n", + "16 Jigawa 152.92 124.00\n", + "17 Kaduna 259.25 223.60\n", + "18 Kano 200.00 138.00\n", + "19 Katsina 244.00 213.00\n", + "20 Kebbi 138.00 99.60\n", + "21 Kogi 176.00 102.00\n", + "22 Kwara 160.00 120.00\n", + "23 Lagos 1680.00 920.50\n", + "24 Nasarawa 108.40 62.96\n", + "25 Niger 155.00 98.00\n", + "26 Ogun 449.90 280.00\n", + "27 Ondo 187.80 151.40\n", + "28 Osun 119.60 82.20\n", + "29 Oyo 213.00 174.00\n", + "30 Plateau 177.30 122.00\n", + "31 Rivers 530.80 300.40\n", + "32 Sokoto 202.40 153.00\n", + "33 Taraba 215.00 150.50\n", + "34 Yobe 108.00 86.00\n", + "35 Zamfara 188.50 127.30\n", + "36 FCT 278.78 199.00" ] }, - "execution_count": 874, + "execution_count": 607, "metadata": {}, "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ - "#Line plot\n", - "plt.plot(merged_top10['states'], merged_top10['No. of Cases (Lab Confirmed)'], label='Covid!9 Dataset')\n", - "plt.plot(merged_top10['states'], merged_top10['Overall CCVI Index'], label='External data')\n", - "plt.xlabel('states')\n", - "plt.ylabel('Overall CCVI Index/Confirmed Cases')\n", - "plt.title('Relationship between Covid!9 and External data')\n", - "plt.legend()" + "dfBudget" ] }, { "cell_type": "code", - "execution_count": null, - "id": "3fb3f968", + "execution_count": 608, + "id": "6a616b1f", "metadata": {}, "outputs": [ { "data": { + "image/png": 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", "text/plain": [ - "Text(0.5, 1.0, 'Regression Plot: Population vs. No. of Cases (Lab Confirmed)')" - ] - }, - "execution_count": 875, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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KYvny5YSEhDB9+nSWLl2a4+loenq6JZhwcnJi3Lhx9OrVCwcHBwICAli8eDH+/v73jNi3b9+Ot7c3M2bMoEmTJly8eNFyEjSZTLz77rsEBgai0+kYOnQoffv2pVKlSsTExPDrr7+yYcMG/vnnH2bMmMEXX3xh+bzIyEjmzZuHyWSiY8eOvPLKKzz00EOYTCbOnTvHokWLuHnzJl9++SWdOnWievXq97VeQc6dO8c777yDXq/H09OTcePG0blzZ5ycnLh06RLLly/n7NmzfP/99+h0OiZNmpTndubMmYNOp2Pq1Kl069YNZ2dngoKCWLBgAVFRUZYMRI888sg9y1RU4eHhlqCosFme/v77b/z8/DCZTFStWpXx48fToUMHdDodZ86cYenSpVy9epUFCxbg5ORkeQrx/vvv88477zBkyBCioqLo06cP06dPB3J2W6hevToODg4FtqQVF/PNIpDjCU1iYiKvv/46N2/etOyrTz/9NBUrViQ8PJxNmzbx66+/cuzYMd555x0WLVqU583cunXrSEtLo0uXLowePZpq1apx+fJlvvnmGy5dusTSpUupUqVKgU/Ii/O7fvzxxyiKQuPGjRk3bhz169fH0dGRqKgoduzYwZYtW9Dr9Xz22Wds3boVgNatW/PXX3+xZs0a1qxZA8Bff/0FZDXr3stPP/1kebJfr149Xn31VVq2bInRaCQgIIDvvvuO6OhoPvzwQ1xdXfO8qCUlJfHJJ59YBs+3adMGo9HI/v37+fbbb9Hr9SxYsICuXbsWelDjU089xbfffsvx48e5c+dOrps1gN9//x3I2j979OgBlMw5pSjatGnD4MGD8ff35+LFi6xdu1ZVcGowGHjzzTctF8znnnuO559/nmrVqnH79m127tyJv78/ly5dYsqUKaxevTrXTWlRFfX4euWVV3jppZfYvXs3c+fOBcDf35+qVasW+rPPnDlj+bfadJ35jbGaPXs2Z8+eRavVMmrUKHr16kXFihVJTEzkwoULrFixguvXr3P8+HF2796dI8Pd4sWL+ffff3FycmLy5Mk8+uijeHp6EhMTw9atW9m4cSOhoaEsXrzYMu4NrHM9LYw///wTg8GAi4tLnklB7ldKSgrTpk0jNjYWb29vJkyYQNu2bfHw8CAmJoYjR46wZs0akpKSWLlyJX379s2z/HFxcezYsYPGjRvz2muv0bBhQ6Kjo1m/fj27d+/mxIkTfPrpp3z88ceFLltJ7Ftff/21JZho1aoVY8eOpWHDhqSlpXHw4EGWL19OfHw8U6dOZeXKlXm2KoWEhBAcHEyTJk0YN24czZo1IzU1lR07drBmzRoyMzP59NNP2bp1Kzqdjj59+tCjRw9Onz7NG2+8AeRM8lLYboZHjx5Fp9Px9ttv07NnT0t2ybsfXs6dOxdHR0fef/99OnXqRHp6Oj/++CNbtmwhLi6OKVOmcO3aNct1tHr16oSGhjJ//nxCQkLYt28fQ4cOpUWLFpZthoaGMnXqVNLT0/H19WXcuHF06NABBwcHLl++zMqVKzl9+jSfffYZnp6euR5mvf/++wQHB6PRaHjppZd47rnn8PT05OzZsyxatKjQXU0feeQRTpw4wf79+3nvvfcK/eC2yAGFoiikpqbm+3pUVBSHDx9mw4YNGI1GSwVlZzQa+fTTTzGZTDRp0oSlS5fmaGrs3r07HTt2ZOzYsYSEhDBv3jzWr19vef+HH34gMjISjUbD/Pnzc+Tmf+qpp2jTpg0jRozIFenlZcaMGTz22GMAdOrUyfL6rl27CAwMBLJuprNXoKenJ6+//jr16tVj9uzZHDp0iL///ptu3boBcOjQITIzM3F2dubzzz/P0fxbuXJl6tevz6BBgzAYDOzfv98SPRZ1vYJ88cUX6PV63NzcWLFiRY4ms0ceeYT27dvz1ltvcfToUdauXUufPn2oW7duru1kZGRYmiPNunXrRvXq1Rk+fDiQ1eJUUgGFoigsWbLE8ndhniZlZGTwxRdfYDKZ8PX1ZfXq1Xh7e1ve79GjBw8//DDjx4/n33//5csvv6Rbt254eXnh4OCAg4NDjhaRvJ7+fPvtt8Xw7e7N3PUHwMvLK8cFYO3atdy8eRMAPz8/evfubXnP09OTWbNmUb16dZYtW8bJkyfZtm1bnk850tLSeOKJJ5gzZ47lez/88MMsXbqUMWPGcOXKFRYvXkzv3r1LPMPW999/j6IoVKhQgW+++SbHjbe3tzdNmzZFURR++eUXIiIiuH79OrVq1bLUU/aAqbBP7e7cuWOpzyZNmvDdd9/luBg988wzlhua6OhoPv30U7Zs2ZIrOMvMzKRKlSqsWrUqR7mHDh2KVqvliy++IDU1lSNHjtCnT59Cle2pp56ytJr88ccfvPDCC7mW2bNnD5B1XJq/c0mcU4pq0qRJHD58mJs3b7Jy5Uq6dOlCgwYNCrXu1q1bLcHE5MmTGTlypOU9T09P3njjDRo0aMDs2bO5du0aq1evLrZ5LIp6fNnb22Nvb5/jya+Tk5Oqp8jZn5YWR6rs0NBQDh8+DGR1Xcke1Hl5efHQQw/RunVrBg4cSGZmJkeOHMkRUPz5558AjBw5khdffNHyuqenJ2+//TZJSUns2rWLP/74g+nTp1uODWtcTwvjn3/+AbK6kxbmgYNav/32GzExMQD897//pU2bNpb3vLy8qF+/PlWrVrU8XA0ICGDAgAF5buvueyUvLy/8/PxwcnJi69at7Nmzh+HDh9OkSZNCla24960rV66wYcMGADp37sxnn31mqf8KFSrw4osv0r59e8aMGUNqaipz585l1apVubaTnp5O48aNWb58ueXYqVChAhMmTCAtLY0NGzZw69YtgoODadWqFXZ2dpY5m8zyS/JyL0OHDrXs1xUrVsyzK3hGRgbffvttjoBg+vTpBAYGcvPmTa5du8Zjjz3G559/bnm/TZs2zJkzh6FDhwJZ3R2zrz9v3jxLMLFmzZocD4w6duxIu3btePPNNzl27Biff/45Xbp0sfw2f/75p6XVdurUqQwbNsyybufOnWndujWjRo2ynMMKYi5TYmIi586dy7Obc16KPCg7KiqKbt265fqve/fuPP3004wZM4ZVq1aRlpZGxYoVWbBgQY6DCLIiwfDwcABee+21PPsturi4WPrBXb58mXPnzlneM/dl79GjR54TfVWtWrVQT7/ye8II8PPPPwNZTzzz69rw9NNP07hxYwDLE1LA0oXKaDTmGdTUrFmTL7/8kjVr1uQ4eRR1vfxcvnzZchF+5ZVX8ux/Z2dnxwcffIBOp0NRFMtN6906dOiQZ7/vBg0aWFqf1I5ryE6v15Oamprjv+TkZKKiojhw4ABTpkyx3DC1bNmyUH0Cjxw5YkkGMGXKlBzBhJmbm5tlnpS0tLQc4yZKizkYv/u/hIQErly5wsaNG3nllVcs+8SECRMsx4zJZLKM3Xjsscdy3OxkN3r0aMtFw7xv383R0ZF33nknV8uei4sLkydPBrK6CJhvDEpSq1ateO655xgzZky+T/HbtWtn+XdhHh7cy++//255WPLee+/l+WSrUqVKTJkyBcgK8g4cOJDntp5//vk8y92lSxfLv83nwMKoUqWKJYg0t0Rkd/HiRa5duwZA3759La8X9znlfjg5OTFr1iy0Wi0Gg4HZs2cXOnWq+fxat25dRowYkecyTz/9tOV6sGXLlmKZJb04j6+iyN6tojhy6ZtMJoYPH06PHj3yDEoha18zPyW/e58xdz+Mi4vLc91x48bx9ddfs27duhxPN61xPS0M831FXg/RikOVKlUYNGgQzz//fK77ILPsD4eydym+29tvv53nvdKUKVMsN9M7d+4sdNmKe9/atm0bJpMJnU6XI5jMrl69epbxYMHBwVy4cCHPbQ0fPjzPLljZu7/fz/1GfgrqxmrWtm3bHMEAZHXFzn7zndd4lHr16llaTbOnNQ8NDbWkux0zZkyerc92dnZMnToVyDr2zN304H/XA19f3zy7bbu7uxc6zXz2sW15dYnMT4l1eXJzc6Nz58507NiRHj165HkAZO8DW69evTxbPCDrqYFGo0FRFE6fPk2zZs24ceOGJbLOa2yFWc+ePfniiy8KLGv9+vXzHDOQkpLCpUuXAGjcuHG+5YOsiO7ixYucOXMGRVHQaDSWE0dGRgajRo3i+eefp1OnTjRu3NjyeXkFMkVdLz/Zf2dzF4i8VKlShZYtW1r62+WloEGkPj4+REZG5hqjoIa5qfJemjZtyty5cwuVgtj8/e3t7XPcyN2tZcuWVK1alaioKE6ePGlpcSkt5iD9XjQaDaNGjcqRLjckJMTSD7agOtZqtfTq1YsVK1Zw5coV4uPjc11EOnbsmO/N+yOPPIKjoyN6vZ6AgABLq15Judd4loiICC5fvmz5uzhuHs2BUtWqVfN8MmXWvXt37OzsMBgMnDx5Ms/fPb+0e9lzoJvzoxdW3759CQwMJCgoiFu3buUYJ2C+qFSuXJkOHTpYXi/uc8r9atmyJUOHDuWHH37g8uXLrFq1KsesrXlJTEy09NnPL7GA2RNPPMGxY8dISkri33//tdygFlVxHl9Fkf08l5mZWeh+7vmpX7++5cYkL+np6Zw/f96yb959XLVu3ZrDhw+zadMmbt26Re/evenYsaPlu1avXj1Xlx1rXU/vJT4+3nIDX1ITpXbu3JnOnTsXWIbs19z8zmOVKlXK92mxu7s7rVq1IiAgIN/rd16Ke98yX29btmxZYBfg3r17W1qCT548mWeLSn73G9nPn/dzv5EXjUZTqIH9+ZUteyCQ34BmV1dXUlJSLEEykGMivvr16+d7fFSrVs2SlObMmTOWhxvm69YjjzyS731R586d0Wq1uSYtvJunpyfe3t7ExcXlmIjzXoocUNydzcZgMHD9+nX8/f3Ztm0bycnJZGZm0qVLl3wzJmR/MlfYJn/zoJjs6z700EP5Ll+xYkXc3NxyROF3y+/mKTIy0nJg+/v75zuRX3YpKSkkJyfj7u5O06ZNGTJkCP7+/sTGxrJs2TKWLVuGl5cXHTp0oFOnTnTp0iXX4L2irpcf82/m6Oh4z36lderU4dSpU/mm9y3o4mg+EWUfQFUctFotLi4ueHt707hxY0trWGEHc5q/v3mcQ0Hq1KlDVFRUmUpvbG9vj5ubG9WrV7dkArk7O072wWL3mjQs+/vR0dG56rR+/fr5rmtnZ0e1atW4evVqqUz2Z5aSksLx48cJCQkhLCyM8PBwrl69arnJMyuOfc/8ve71Ozo4OFCjRg2uXbuW7/6S11Mm87pm9zq5361Hjx7Mnz+ftLQ09u7da3kKZjKZ2Lt3L5CVqSb7RaW4zynFYcKECRw6dIjr16+zevVqunbtWmBGkejoaEv9qtnHo6Ki7jugKM7jqyiy70fx8fHFNi4Eslqwg4KCuHHjBuHh4ZaHddlvau8+rt544w0uXLhAXFwcBw4c4MCBA2i1Who3bkzHjh3p2rVrrmDcWtfTe8l+Hivp/d9gMHD69GkuXrzIzZs3CQ8P5/r167myJOV3Hisouw9ktdIEBATkmf0vP8W9b5m/y72Ok+rVq1seTuWXJSq/Yyd7tzS15897cXV1LdS9RX5ly37ezW+MSV5jErJ3PTO33tyL+bqTnp5uuRaaJ2vNi5OTE1WqVCnU/uHp6UlcXJyq63yxtVDY2dlRr149PvjgA2rXrs1XX33Fvn37uHXrFosWLcqz20BKSorqzzGvkz1T0b36cbu4uBQYUOS3flHKZ17PfGJ66623aNeuHRs3buTUqVOW5tq9e/eyd+9eHBwcGDx4MJMmTcqxExd1vYK+R2EGJZmXSUtLy/P9kkrFaLZkyZIcXViKQ3F+/5J0Pylns++r9/qe2QP8vJ6C3Ouiaj5eCjqmiovJZGLlypV8//33uZ5E6XQ6GjduTLVq1di/f3+xfaaa/cX8W5bm8eLi4kK3bt347bff2LNnjyWgMKfRhJzdncyK85xSHBwdHZk1axbjxo3DaDQye/Zs1q5dm28fdjX7ePb3i+NYLs7jqyiyPzkPDw9XNeDYPIbxbiEhIXzyySc5uhGbVahQgXbt2hEcHJxnsFyrVi02bNjAmjVr2Lt3LzExMZhMJs6fP8/58+dZvXo19evX54MPPrC00lnzelqQ7PtHcQZqd9u/fz8LFizI8watRo0adOjQgS1bthS4jcLu92paPYt73zLXc2HGLjg5OVm6OeelNM5DdytsC01xpxa+n/vhpKQky2v3KldhJ8I1HwtqzmElUlvDhw/n/Pnz7N27l7NnzzJ79mxLdovszF/cx8eH3377TdVnZP/R7nXBKOoFJftnTJ8+vcgzMnft2pWuXbuSkJDA8ePHCQwM5NixY4SHh5ORkcH69evJzMzMNWi9qOvdTc1NsnnnKak83Nag5vubD1Bb+/5qbqCynyDyukDd62Jk3r7aJ69qu/ZAVpYO85PMhx56iC5dulC/fn1q165N3bp1cXJy4uDBg8UaUBTleCntWXWffvppfvvtNy5evGgZiG7u7tSoUaN853cornNKcWnevDnDhg3j+++/JyQkhOXLl+ebYU7NPp794lwcx3JxHl9Fkb1/fUBAQKHmKjB7+eWXcXJyolOnTpZJQSMiIhg/fjxJSUnY2dnRpUsXWrRoQd26daldu7ZlPNyIESMKbH178803eeONN7h48SLHjx/n+PHjnDp1ioyMDEJCQnjttdf48ccf8fX1tfr1ND/Zu84VpgttUfz555+8//77KIqCp6cn3bt3p3HjxpbzmJeXF6mpqfcMKO7Vvce836tpaSnufcvFxYWkpKRC3Yiaj6UHaVby/GQ/Pg4ePKgq4Un2+TzudX66O/16fszHhZp5TUpspuz333/fMqHd/v37cwyuMjP3/Y2Pj7/nznd3E2DNmjUt/y5o1Hp8fHyO6E2N7H2T7zXwpzBdLcxpvqZPn86WLVtYvXq15cT9yy+/5HvDVdT1zMwTrOj1+nsOADXPGXJ3el9bZv4u5gtOQa5evZpjHVuRvbzm75Cf7PPC5JW6sqB9xGAwWI6F7J+Z/UKc3wDbu+c/uZdbt27x008/AVmDmDdu3Mjrr79O3759adq0qeUErHa792L+Xvf6HbMfT2pSgBaH9u3bW86v5pSX5sw7ebVO3O1+zynFafz48ZbuEd9//32OtMjZVa1a1XJxU7OPF8exXJzHV1G0aNHCcj3at2/fPc9jZpcuXbKk38w+d4Y5RalOp2Pp0qXMnTuX4cOH8+ijj+b4roU5tjQaDU2aNGHEiBF88803/P7775YB8ykpKWzfvh0oO9fTu2V/kl7c/fHNFi1aZJms96effuI///kPAwcOpG3btpYHM4VJKHGv383c372gbi93K+59q7Dnz5s3b1o+q7TPn2VR9t/gXl2S7j4+HB0dLclmChrzYDQaC92d2xyYqMmSVWIBhZubmyVfP2TlJTanTTMzR8ZGo5GDBw/mu62AgAC6dOnCoEGD+OOPP4Cs/nnmH/DQoUP5rptf9pXC8PLysmR9OHDgQIEnuQkTJtCnTx9ee+01y3Lz5s3jhRdeyJGHO7tmzZpZUpNlZmZaBoYVdb38ZM+rXdCTXHMKNiBX9gJbZh7Ml5mZWeD+cPbsWUtzdGHTpJUV9evXtzyVKqiOFUWx3HjWqlUrz/FDx44dy7df6j///GN5wvH4449bXs/+hCm/C2NQUFDBX+IuwcHBlnL0798/31zYx48ft/z77nIXZdZ28/ESFRWV780tZM1tYu4TXtr7i1artYw7O3DgAMeOHSMxMRGdTseTTz6Za/niPqcUJwcHB2bNmoVOp7N0fcqLh4eHpeVl//79BZ6PzceAi4tLgWOCCqs4j6+i0Gq1lgQFEREROdKnF2TRokWWf2ef7M18LDZs2DDfc31YWJjlxib7cRUcHMzYsWPp1asXV65cybWeq6srr732mqVrhfmcaq3r6b1kv5EriXFh8fHxloeePXv2zHdcVfbzWH6/TXh4eL4PUGNiYiz1ml8mqbwU975lPn8GBQVx+/btfNfPfhzZ2vW2JGSvM/OcSXm5ceMGXbp0YeDAgTkmDjQnJDh8+HC+D/VOnjxZ6KDZXHdqgr0SCygg64bDPAI9OTk5Rz5eyBpxbh6tv3jx4jxnkExNTeWbb76xPA0098fMPgX6/v3788xqEB8fz/Lly+/rO5jTz127do1169bluczu3bs5deoUcXFxVK9e3XITYzQauXHjBgcOHMg3ajRnvXBycrLMIl7U9fLTuHFjywC51atX57lNg8HAZ599htFoRKPR0K9fvwK3aUsef/xxS7aJb775Js9Uh2lpacyfPx/IivbvThJg7stZ2ObC0qbVai11dvjwYcvg3LutW7fOklY0vzo2T5R0t+TkZMtkb7Vr186R5SJ7i2FeN1zx8fGW1obCyh5A5Pe06+DBgznSp959Is3eB7ewdff0009bmps/++yzPJuQ4+LiLBdUb2/vArOHlRTzvADnzp2zpHl+5JFH8kyLXNznlOLWtGlTy7wBBT3ZNJ+PQ0ND852kac+ePRw9ehTI+o2Kox92cR5fRfXCCy9YbsiXLVvGDz/8kO+yBoOBefPmWWaj7t69e46xaeZjK7+sfOnp6XzyySc5tmdWuXJlzp07R2JiYr4Dq2/evGnpfpP9abk1rqf34ubmZrkPUZPCubAKcx4LDw/PMb9SQecq85xK2ZlMJj7//HMMBkOOe6PCKs59y1zHRqORuXPn5nlze/36dcuEo/Xq1Sswe+SDomnTppakFNnPI9kZDAYWLFiAXq8nLCwsR2asZ599Fsi6Ni1dujTXunq9PkcQWJDk5GTVkwdDCQcUAG+++WaOJzvZWyIcHBx49913gayngaNGjWL79u3cunWLmJgYDh06xIQJEywniZdffjlHtPTyyy9TpUoVjEYjb775Jj/++CNRUVHExcWxf/9+xowZk2/2gMIaOHCgpdIWL17MRx99xLlz50hISCA0NJTvvvsOPz8/IKtP6bhx4yzrDh06FHt7e9LT03nttdfYsWMHN2/eJD4+nkuXLvHZZ59Zxo4MHDjQcuEr6noFeffdd7G3tyc5OZlx48axadMmoqKiiI+PJyAggEmTJllael5++eUC02XaGnt7e8t+FhkZySuvvMKuXbu4ffs2cXFx/PXXX4wZM4aLFy8CWRlMsjfPw/8ygZ0+fZqQkBDi4uJynCgnTZrEoEGD8u3/XRpeeeUVS/e2mTNn8vXXX3PlyhUSExO5ePEiH3/8sSUgaNWqVYEpWRcvXsyCBQu4fv068fHx/PPPP7z66qtcvXoVjUbD9OnTc3Rzql+/viWo2Lx5M0uXLiU8PJzbt2/z+++/88orr3Dnzh1VfWVbt25t6da0fPlyNm3aRHh4OHFxcQQFBTF37lzeeeedHBfXuwe2ZX9CvG3bNuLj4+85mNzLy8syGdqFCxcYM2YMf/31F3Fxcdy+fZtdu3bxyiuvEBUVhUajYcaMGVYZc1OnTh0aN26MoiiWYze/7k73c045d+4cgwYNYtCgQaqDQjXGjRuX79gPswEDBlhuPhYtWsTHH3/MxYsXSUxM5MqVK3z99dfMmjULyApy7z4eo6OjLd/FfCwUVnEeX0Xh6OjIZ599hre3NyaTia+++orRo0ezc+dOSznCwsLYsWMHI0aMsMz50KBBg1xP9c1PM+Pj45k2bRpBQUHEx8cTFhbG9u3bGTFiRI5049mPq8qVK1tawbZt28ZHH33E2bNniYuLIyIigr179zJ16lQURcHZ2dlyowPWuZ4WRqtWrYD/BST3snXr1nv+Zw463d3dLfvs4cOH+eKLLwgNDSU+Pp4rV66watUqRowYkeNBV35dwHU6Hf/88w9Tp0611FlwcDBvv/225UHOyJEjVXV5guLdt+rVq2eZuO3gwYNMmjSJgIAA4uPjiYqKYtOmTYwbN46UlBQcHByYPXt2kVqSy6N3330XOzs7kpOTGTt2LP7+/oSHh3Pnzh1OnDjBG2+8YZmEsU+fPjladtq2bctTTz0FZE3COWfOHK5cuWIZazRhwgQuXLhQqFmvsx8Halq7SnwIfcWKFXnttdf473//C2Q98Wvbtq1lBHn37t354IMPmDdvHrdu3cp3yvgBAwbkylPu6urKwoULmTx5MnFxcSxcuJCFCxfmWOaFF16w7PxFeVJlb2/PggULeO+99wgKCmLXrl3s2rUrz+/5xRdf5HgqUrt2bT788EPmzJnDrVu3mDNnTp6f0blzZ8uEYfezXkGaNm3K559/zgcffEB8fDzz58+3PJE302g0vPzyy5aJBMuTrl27MnPmTObOnUtkZCQfffRRrmXs7e2ZMmVKnrNHd+zYkeDgYKKjoy0zUC5dutRysIWHhxMZGVno/qclwd3dnUWLFvH2229z9epV1q9fn2dLw2OPPcasWbPyPR5atWpFdHR0nqkdzZl5sg/kM3v//fd588030ev1rFy5kpUrV1res7e3Z+bMmSxdujRHeryCeHl58dZbb/Hf//6X9PT0XPsrZF1gR48ezbp16zAYDLm6A7Rr187SlWbevHnMmzePZ599lhkzZhT42S+++CIpKSksW7aMkJAQS0CanaurK//5z39KfC6Ogjz99NOWQNjNzS3flpL7Oaekp6dbnggXx8SB+bG3t2fWrFm88sor+ebht7Oz44svvuDdd9/lzJkzbN++3dJHP7tmzZrxySef5MraY05vDuTqgnsvxXV83Y9atWqxatUqZs2axZkzZwgODrZ0U83LE088wfTp03Nldhk5ciSHDh0iNDSUgIAAAgICcq1br1496tWrx549e4iMjMRgMFi+07Rp07hx4wbBwcH5XhNdXV359NNPc1wTrXE9LYxHHnmE/fv3c/HiRdLS0u754OPTTz+95zZ9fX0tPTTeffddJk6cSEpKChs3bszRVcWsW7duREVFWVLK5qVdu3Y4Ojpy8OBBSwtBdgMHDmT8+PH3LFteimvfgqxJ9jIzM/n55585ffp0nrPV+/j44OfnV6g5Hx4ULVq0YN68ecyYMYPExEQWLFjAggULci3XpUsX/vOf/+R6/f333yctLY2//vqLHTt2sGPHjhzv9+/fn6CgoBzjvPJinhPDx8dHVZfRUsnJ1b9/f3bt2sWZM2eIjo5myZIlTJs2zfJ+v3796NChAxs3biQgIICoqCj0ej3e3t60bNmSAQMG5JikKbt69eqxceNGvv/+ew4cOEBkZCR2dnY0a9aM4cOHU79+fUtAUdQJW3x8fFi2bBl79uxhz549XLhwgYSEBBwdHS2ZZwYPHpxnZoWnnnqKRo0a8dNPP3Hy5EmioqIwGo1UqFCBpk2b8tRTT+U523NR1yvIo48+yubNm9m4cSOHDx+25Bo3z747YMCA+87XXpY988wztGvXjg0bNnDs2DGioqLQarVUrVqVRx55hAEDBuQ7p8no0aPJyMhgz549xMbG4uHhUWD/UGupUaMG69evZ9u2bfzxxx+EhISQmppKxYoVadSoEc8++yyPP/54gU+EKleuzBdffMHKlSv5888/uXPnDpUrV+aRRx5h2LBh+aYVbN++PevXr2fdunUEBAQQFxeHl5cXbdu2ZcSIETRo0CDPptiC9O/fn5o1a7JhwwbOnj1LYmIiDg4OVK1aldatW/PCCy/QoEEDTp8+zcmTJ9m/fz+vvPKKZf1atWoxb948VqxYwdWrV9FqtYVOzzd69Gi6du3Kxo0bOXHiBNHR0Tg4OFCtWjU6d+5M//79LQOjreXJJ5/kq6++wmAw0KtXrwIzg5TEOaW4NW7cmFGjRuUIRu9WoUIFli5dyp49e9i9e7elhcLb25u6devSt29fevXqVSI39MVxfN2vatWqsXz5cgICAti3b58ltWtaWhpOTk6WY+PZZ5/Nt6XZ3d2dVatW8f333/PXX39ZrgUeHh7UrVuX3r1707dvX4KDg9mzZw/p6en8888/loDVzc2NZcuWsWPHDvbt28e///5LUlISzs7O+Pr60qlTJ1588cU8ux1Z43p6L+a5XTIzMzl+/Hixd2Fs3Lgx69evZ82aNQQEBHD79m10Op1lbiXzfrNs2TIuXrxo6fJ1d/dFrVbLvHnz+Omnn9i+fTthYWE4OTlZxo/c7+SUxbFvQVbg/+6779KnTx82b97M6dOniY2NxcXFhRo1atCzZ0+eeeaZYhtjVJ48/vjj/PLLL/z000+W+7S0tDQ8PT1p2rQpzz77bL77uJOTE3PnzmX//v1s3ryZK1eukJ6eTu3atRk4cCD9+/cvVMvpkSNHgKygUU3mM018fHzxzkJWxly7do3BgwcDOZ8oCyFy6tevH5GRkfTu3TtH/2khhCjv/Pz82LlzJ0888US+PSWEKO8iIyPp378/Wq0Wf3//e06mmF2Jj6EoSZ988gkLFy7k9OnT+S5z4cIFy7/VDC4RQgghxINh1KhR6HQ6Dhw4YJl1WIgHzY4dO1AUhV69eqkKJsDGA4qbN2/y448/8tVXX+WZ5jI9Pd2SCaRhw4b5pmsTQgghxIProYceonfv3qSnp+c5b5YQ5V1GRga//PILWq02R9fhwrLpgMKc2vPcuXO8++67nDp1itjYWCIjI/n777+ZMGECISEhaDQa3njjDesWVgghhBBl1vjx43F2dubHH38ssUnuhCirtmzZQlxcHM8884wljbAapTIou6Q899xznDlzhl9//ZUDBw7kOWmZOTVt+/btrVBCIYQQQtiC6tWrM2XKFObNm8eGDRuK9JRWCFuUmprKmjVrqFq1apEfwNt0QKHVapk1axa9evVi+/btnDt3jri4OJydnS1ZaQrK3COEEEIIYfb888/z999/s2bNGp5++mmrZ3ITojSsXLmSuLg4vvnmmzxTARdGuc/yJIQQQgghhCg5Nj2GQgghhBBCCGFdElAIIYQQQgghikwCCiGEEEIIIUSRSUAhRDFKT08nNDRUUg6WMVIvZZPUS9kldVM2Sb2IskoCCiGKmdFotHYRRB6kXsomqZeyS+qmbJJ6EWWRBBRCCCGEEEKIIpOAQgghhBBCCFFkElAIIYQQQgghikwCCiGEEEIIIUSRSUAhhBBCCCGEKDIJKIQQQgghhBBFJgGFEEIIIYQQosgkoBBCCCGEEEIUmZ21CyCEEEIIIazPpCgExWYSqzfh46ilpY89Wo3G2sUSNkACCiGEEEKIB9zfEXoWnk3i3wQDmSYFe62GBp52vNHCna7VHK1dPFHGSZcnIYQQQogH2N6b6bz8ZyyB0Rm42mmo4qzF1U7DubhM3jxyh78j9NYuoijjJKAQQgghhHhAnYnJYORfcSRmKKQYFDQa0Go0ONtp8HXRkpyhsPBsEiZFsXZRRRkmAYUQQgghxAPGaFJYGJREz523STVkBQsm4EayEeX/gweNRkMFRy3/JhgIis20YmlFWSdjKIQQQgghHiDXkwxMOHiHI7cycr2XalCI05uo5KTDBDjqID5DIVZvKv2CCpshAYUQQgghRClTFAUFUBSy/p/935bXsv5hfl9vUNCjIylTQa8x/f+yWa0JubaVa5sKJkVh27V0Pj2VRIoh/y5MN1NMeDposdNq0BvBXqvBx1E6tYj8SUAhhBBCiHLnXjfskPdNe57LFHTTniMIUHJ9HnctkxUG5FPme3wnvd5EVJoJTZoJR5NR1e8Rrzfx6akk9hdygHVIooH6Hjru6BWaedvT0sde1eeJB4sEFEIIIYQoEjVP2SGrj37OG/Xs/y7CTfv/Nv3/N+tZK9zPTXt5dOSWntknkohJL3y3pXQjXEk04uuq440W7jIfhSiQBBRCCCFEGVaUrjFqn7IDmLI9TdfrjcRm6tCmGnHINOS6aTff2OdZ3mL99uJ+pBsUvg5O5qfQNNXrOuqghbc9H7T1lHkoxD1JQCGEEOKBVxo37TmeqP//U/S7u8SY/23tm3a9AZINJtwNoOgkRLBFF+5kMiMwkWtJ6rpGaYCnajoyraU7rSs5SMuEKBQJKIQQQpQ48422KdvNd6ZJwaTRkmFUwKAU+017riChmPuzC1EWGUwKay+nsuxCCkaVO3F1Vy1+7T1p6+NAHU+5RRSFJ3uLEEKUE4V+yg7//4TcvJ51+rPr9SYi0xSMKSYcDIZi/CWEeDCFJRuYGZhEUJz6OSP61XLirZZuuNpLNiehngQUQgihQnF1jQFyzDyb/cm92pv2grrGZP+8subu7yOEKBpFUdh2PZ0FQcmWSeoKy8tBw4dtPegm4yTEfZCAQghR5hR3f/Y0vUKSSUdcuoK9YsxxQ56j60sRb9rlhlgIYS139CY+OZnIX5G5J6m7l8erOjCjrQc+TtIqIe6PBBRCPKBKexBqQf3ZIesJfY4uOXeX9z6+q15vIk5vwjHDhKNGZnsVQpQPhyL1+J1MJE6v7gzppIO3WrozoLYTGhl0LYqBBBRCFDPzybmgG3ZyvH6fN+35dY3Jvo27n8TnQ560CyFE2ZdmUPjifCK/XE1XvW7zCnb4dfDgITe5BRTFR/YmYdPu5yk7FP9Ne3qGkch0DZlJRhz0eQ8ylZt2IYQQRXU5RcO3F5IIS1XX2qrTwJjGroxu5IKdVlolRPGSgEKopigKmaaid40x/23KfmNPATftNtSf3WDKStmX/bsJIYQQ98tgUlh5OY01/zpiQl0w8ZCbDr/2HjT3ti+h0okHnQQUQjW9EcJTDHLDLIQQQpSCG8kGZhxP5NwdA1lTzxXe83WceaOFG8520iohSo4EFKJIJJgQQgghSpaiKPxyNZ0vzyaRrm7Ca3wctcxo687jvpIOVpQ8CSiEEEIIIcqYmHQjH59M4lCU+nSw3Xwd+KCtBxUcJR2sKB0SUAghhBBClCF/Rej5+GQi8Rnq+gO42GmY1tKNZ2tJOlhRuiSgEEIIIYQoA1IyTSwISmbbdfXpYFt62+PXwYMarroSKJkQBZOAQgghhBDCys7EZjIzMIHwFPXpYMc3cWVkIxd00iohrEQCCiGEEEIIKzGYFJZdSGHNpVSVyWChtruOOe09aFJB0sEK65KAQgghhBDCCq4mGpgZmMiF+LwnQi3I4LrOvN7cDSdJByvKAAkohBBCCCFKkaIo/BSaxtdnk9GrbJaoYK8wo40bXWq4lkzhhCgCCSiEEEIIIUrJ7TQjfieSOBKtPh1s96r2jKiSSMNKFUqgZEIUnQQUQgghhBClYF94Ov89lUSCynSwrnYa3mnlRq8qWqJuJZZQ6YQoOgkohBBCCCFKUHKmiflnkvn1hvp0sG187Jnd3oNqrjr0evWtGkKUBgkohBBCCCFKyKmYDGYGJhKZqm6whJ0GJjZz5aUGkg5WlH0SUAghhBBCFLNMk8J351NYdzkVdR2coK5HVjrYRl6SDlbYBgkohBBCCCGK0ZVEAzOOJ3I5QX062GH1nZnczA1HnbRKCNshAYUQQgghRDEwKQr+V9JYFJxMhsp0sFWctcxq58HDlR1KpnBClCAJKIQQQggh7tOtVCOzTyQScDtT9bpP1HBkemt3PBy0JVAyIUqeBBRCCCGEEPfh95vpzD2dRFKmutESbvYaprd2p09NpxIqmRClQwIKIYQQQogiSMwwMe9MErtv6lWv276SPR+186Cqi64ESiZE6ZKAQgghhBBCpePRGXx0IpFbaeoGSzhoYXIzN4bWd0Yr6WBFOSEBhRBCCCFEIemNCt+eS+aHkDTV6zbwtGNOew/qe8rtlyhfZI/Ox5UrV1iyZAknT55EURQaNWrEyy+/zGOPPZZjuaioKJYsWcLx48dJTk6mfv36jBo1ii5duuS7zbNnz6LX62natCnjx4+nVatWuZYNCgpi6dKlXLx4EUVRaNOmDZMnT6Zu3bol9p2FEEIIkb9/Ewx8eDyBK4lGVetpgJcauDCxqSsOkg5WlEOSTiAP58+fZ8yYMfzzzz/07duXiRMnYm9vz5tvvom/v79luZiYGMaPH8+BAwd49tlnef311zEYDEybNo3du3fn2ObVq1d59dVXOX/+PIMHD2bChAncunWLiRMncvLkyRzLnjx5kokTJ3Lr1i1GjRrFyJEjLWW6du1aafwEQgghhPh/JkXh+8upjPgzTnUwUdVZy5LOXkxt4SbBhCi3NPHx8WoncCz3Ro4cyYULF/jqq6949NFHAVAUhQ8++IC///6bDRs28NBDDzF37ly2bNnC8uXLadmyJQB6vZ7Ro0dz+/Zttm3bhrOzMwBTp07l5MmT+Pv7U716dQDi4+MZPnw4bm5u+Pv7o9FoUBSFoUOHkpiYyIYNG/D09AQgLCyMoUOH0q5dOxYuXFj6P0o26QaFsBT1k/U8CPT6DCKjIvGt6oujo+QSLyukXsomqZeyS+rmfyJTjXwUmMiJGPXpYPs+5MS7rdxwsy+e57elVS86NNSRbllCBWmhuMutW7e4cOECHTp0sAQTABqNhlGjRpGZmcnOnTsxGo3s3r2bFi1aWIIJAEdHR4YMGUJ8fDyHDh0CIDY2liNHjtCtWzdLMAHg5eVFv379uHr1KufOnQOyWkdCQ0N55plnLMEEQI0aNejZsydHjx4lJiampH8GIYQQ4oGmKAq7bqQzZF+c6mDCw17D3Ic98GvvUWzBhBBlmezld7l16xYADRo0yPXeQw89BMCFCxcIDQ0lNTWV5s2b51quWbNmAAQHBwNYgoWCljUvY16nRYsWuZZt3rw5JpOJ8+fPq/tSQgghhCi0hAwT/wlIZGZgIikGdR05HqnsgH8vb3rVkLklxIND2rPuYu6ilJKSkuu9+Ph4AG7fvk10dDQAVatWzbVc5cqVAYiIiAAo1LLh4eHA/wKaKlWq3HO7QgghhCheR29lMPtEIrfT1aWDddTClBZuDK4r6WDFg0cCirvUqVMHDw8PDh06RHJyMm5ubpb39u3bB2SNk0hOTgb+F4Bk5+SU9VQiPT0dQNWy5kDGxcUl32XT0u6dqs68vZKgNyro9epOtA+KzMzMHP8XZYPUS9kk9VJ2PYh1ozcqLLmYxqZrGarXbeihY2ZrF+q468jMKLnfrLTqRaeF9PSSGytpvp8R5YcEFHexs7PjlVde4auvvuL111/ntddeo0qVKhw6dIiVK1fi6uqKnZ0dipLVBGr+f160Wu09lzG/d/eyea1z97IFiYiIwGhUl4misAwaHVGpJmQ0f/5iYmWcS1kk9VI2Sb2UXQ9K3YSmavj6qgNh6ep6gmtQ6F/VwGDfNOxTkonM3bmhRJR0vdhptdg5mQq8fykqnU4nKfDLIQko8jB8+HAyMzNZuXIlEyZMALK6IM2ZM4cvv/wSDw8PXF1dgazWiruZWwfMrRvm1oa8Wg3uZ9mCVKtW7Z7LFJXeqGBKkRaKvGRmZhITG0NFn4rY29tbuzji/0m9lE1SL2XXg1I3RkXhhyt6Vl5OR+VQCXydtcxo7UIr79K7lSqtetFpoYabrsS2L8ofCSjyMWrUKAYPHkxISAhOTk7Uq1cPo9FIVFQUzZs3t9ywm8c8ZHf3OAjzsuaxFNmZX8tr2bsHht+9bEFKtDnRoOBokLSxBbG3t3/gUy2WRVIvZZPUS9lVnusmPMXIzMBEzsSq7z70bC0n3m5ZfOlg1SrpetGhwclJbhFF4UmWpzzs3buXv//+GxcXF1q2bEnDhg3R6XQcP36czMxM2rVrR61atXBzc7NkZ8rO/Jo5U1PTpk3RarWWDE55LWtOPWvOBJXXdoODg9FoNHlmixJCCCHEvSmKwvZraQz9I051MOHpoGFeRw9mtZN0sEJkJ0dDHn7++Wf8/PxISEiwvJacnMzSpUupVKkSTzzxBHZ2dvTu3ZvTp08TFBRkWU6v1+Pv74+3tzedOnUCwMfHhw4dOrB//35LNifIyhq1bds2GjRoQKNGjYCs4KNWrVps27Ytx+eHhYWxf/9+OnfujJeXVwn/AkIIIUT5E6838e6xRPxOJpGqso9TpyoObOzpTY/qMqBYiLvJTNl5CAgIYOrUqdSuXZv+/fujKApbtmwhPDyc+fPnWya8i4mJ4eWXXyY9PZ1hw4bh7e3N9u3buXjxIh9//DG9e/e2bPPKlSuMGTMGFxcXhg4dioODA5s2bSIqKopFixbRunXrXJ9fvXp1Bg0aREZGBhs2bCAjI4OVK1dSq1at0v5JcpCZsvMns8uWTVIvZZPUS9lVHuvmUJSeOSeSiFWZpdBRB2+2cOP5Os5orJwOVmbKFmWVBBT5CAgIYMWKFYSEhGBnZ0eLFi0YM2YMTZs2zbFceHg4ixcvJiAgAIPBQL169Rg9ejSPPfZYrm1evnyZb7/9ljNnzqDRaGjSpAkTJkzIcxK7wMBAli1bxoULF3B2dqZVq1ZMmjSJOnXqlNh3LiwJKPJXHi/C5YHUS9kk9VJ2lae6STMofHU2mZ+v3jvl+t2aetnh18GD2u5l4+ZaAgpRVklAIVSTgCJ/5ekiXJ5IvZRNUi9lV3mpm3NxmcwITORGsro06lpgdGMXxjZ2xU5bdiapk4BClFU2vbckJCRw9OhRTpw4wc2bN4mPj0er1VKxYkWqVatGp06dePjhh3F0dLR2UYUQQghRSgwmhdWXUllxMQWjysemNVx1zOngQQvv8psuV4jiZpMBRXh4OD/88AM7d+60zAPh6OiIm5sbRqOR0NBQTCYTW7ZswdHRkWeffZaXX365UOlWhRBCCGG7biYbmBmYyNk49S3pA2o78WZLN1zsJGeNEGrYVEBhNBpZvXo1q1evxtnZmd69e9OtWzcaN25MpUqVcix769YtTp8+TWBgIL/99htbt25l+PDhjBs3Djs7m/raQgghhLgHRVHYei2dBUHJpKlslvB21PBhWw+6+EqPBiGKwqburEeMGIHBYMDPz4+uXbsWGBhUqVKFJ598kieffJK3336bPXv2sGbNGg4ePMiPP/5YiqUWQgghREmKSzcx52QiB6MyVK/buaoDM9p64O0krRJCFJVNBRT9+vXjhRdeQKtVd9A7OTnx3HPP0bdvXzZt2lRCpRNCCCFEaTsQqWfOyUTu6NW1SjjrNLzV0o3+tZ2sng5WCFtnUwHF4MGD72t9Ozs7hg4dWkylEUIIIYS1pBpMfBmUzJZr6arXbeFth197D2q62dRtkBBllhxJQgghhLApZ+MymXk8kZsp6tLB6jQwrrEroxq5lKl0sELYOpsKKCZOnKh6HY1Gw7ffflsCpRFCCCFEaTKYFFZcTGHVxVTUzXcND7npmNPeg2aSDlaIYmdTAcXJkydzvabRaFAUBY1Gg4+PDyaTiTt37qAoCk5OTnh4eFihpEIIIYQoTteSstLBnr+jPh3soLrOTG3uhpOdtEoIURJsKqA4duxYjr8vXrzIxIkTGThwICNGjMDT0xOAlJQU1q9fj7+/P5988ok1iiqEEEKIYqAoCpuvpvHl2WT06no44eOoZWY7dx6rKulghShJNhVQ3O3rr7+mY8eOTJkyJcfrrq6ujB8/noiICL766itWrlxppRIKIYQQoqhi0o34nUjin1vq08F2r+bIB23c8XKUdLBClDSbPsqCg4Pp0KFDvu+3bNmSy5cvl2KJhBBCCFEc/gzX8+K+ONXBhKudho/auTOvo4cEE0KUEptuoXB3dyc0NDTf94ODg6lQoUIplkgIIYQQ9yM508QXQcnsuK4+HWxrH3tmt/eguquuBEomhMiPTYfujz/+OFu2bGH79u0oyv8mtDEYDKxfv57ffvuNXr16WbGEQgghhCis0zEZDPsjTnUwYaeB15q5srSLlwQTQliBTbdQTJw4kcDAQD799FO+/vprqlWrBkBYWBgpKSk0btyYV1991cqlFEIIIURBMk0KS8+nsPZyKurmu4a67jr8OnjQ2EvSwQphLTYdUHh5ebF+/XrWr1/Pn3/+yY0bNwCoWbMmvXr1YtiwYdjbywlGCCGEKKtCEw3MOJ7IpQT16WCH1nNmcnM3nHSSDlYIa7LpgALA2dmZcePGMW7cOGsXRQghhBCFZFIUfrqSxjfByehVzlJXyUnLrHYePFLFoWQKJ4RQxeYDCoDbt29z6NAhIiMjefbZZ3F2dub27ds0adLE2kUTQgghxF2i04zMPpHIsehM1ev2ru7I9DbueDrY9DBQIcoVmw8oNm7cyKJFi8jIyECj0dChQwf0ej3Tpk3jhRdeYNq0adYuohBCCCH+396wdP57KonETHWjJdzsNbzbyp2najqi0UgXJyHKEpsO7w8ePMiCBQto0aIF06dPt2R6ql27Ni1atODnn39m586dVi6lEEIIIZIzTcw4nsD7AYmqg4l2Fe3x7+lN34ecJJgQogyy6YBi/fr1NGrUiG+++Ybu3btbXq9RowZLliyhSZMmbN682YolFEIIIcSJ2xkM2RfHbzf1qtaz18LU5m4s6exFVRdJBytEWWXTAcWlS5d44okn0Olyn2Ts7Ox46qmnLJmfhBBCCFG6MowKX51NZsLBeKLS1I28ruehY113b15u6IJWWiWEKNNsegyFoig4OOSf4SEzMxOj0ViKJRJCCCEEQEiCgRmBifyrMh2sBhjewJmJTd1wlHSwQtgEm26hqFevHocOHcrzPZPJxN69e6lbt24pl0oIIYR4cJkUhfX/pvLyn3Gqg4kqzlqWdPbijRbuEkwIYUNsOqAYPHgwx44d4/PPP+fatWsA6PV6Ll68yLRp07h48SL9+/e3ahmFEEKIB0VUqpFJh+JZeDaZTJVzSzxV0xH/nt60ryRzSwhha2y6y1OfPn34999/Wb9+PT///DOAJU2soig899xzPPfcc9YsohBCCPFA2H0znbmnk0hWmcHJ3V7D+23ceaKGUwmVTAhR0mw6oACYMmUKPXr0YM+ePdy4cQOTyUS1atXo0aMHHTp0sHbxhBBCiHItMcPE3NNJ7AlTl8EJ4OFK9sxq50EVyeAkhE2z+YACoFmzZjRr1szaxRBCCCEeKAHRGXwUmEh0urr+TQ5amNLcjRfrOUsGJyHKgXIRUISHh3P79m1MprxPaG3bti3lEgkhhBDll96osOhcMhtC0lSv29DTjjkdPKjnUS5uQYQQ2HhAcePGDaZPn05oaGiByx09erSUSiSEEEKUb5fiM5kRmEhoorq07BpgREMXxjdxxUEyOAlRrth0QLFgwQKuXr1Kr169qFGjRp4T3AkhhBDi/hkVhe8vp/Ld+RQM6sZd4+uixa+9B20qSgYnIcojmw4ozp49y9ChQ3n99detXRQhhBCi3IpIMTIrMJFTsZmq133mISemtXLDzd6mM9ULIQpg0wGFTqejRo0a1i6GEEIIUS4pisLO62nMP5NMispmCU8HDf9p407P6pIOVojyzqYfF3Tu3JmDBw9auxhCCCFEuZNkgA9PpvLRiSTVwUSnKg5s7OktwYQQDwibbqF4/fXXmThxIu+88w69e/emYsWKeS4nWZ6EEEKIwjt2O5M55524k6mui5OjFqa2cGNQXWc0kg5WiAeGTQcUsbGxpKWlceDAgQJbKiTLkxBCCHFv6QaFr4KT2RSaRlZepsJr4pWVDra2u03fWgghisCmj/r58+cTFRVF165dqVOnDnZ2Nv11hBBCCKs5fyeTGccTuZ6sLh2sFnilkQvjmrhip5VWCSEeRDZ9B37+/HmGDBnC1KlTrV0UIYQQwiYZTAprLqey/EIKRpXpYKu7avFr70krH/uSKZwQwibYdEDh6OhIrVq1rF0MIYQQwiaFJRuYGZhIUJxB9br9azvxZgs3XCUdrBAPPJs+Czz22GP8+eef1i6GEEIIYVMURWHr1TSG/nFHdTBRwVHD54948mFbDwkmhBCAjbdQvPzyy7zxxhu8/fbb9O7dG29v7zzHUUiWJyGEECJLXLqJT04l8ndkhup1O1d14MO2Hvg4SSAhhPgfmw4ohg4dCsCtW7c4fPhwvstJlichhBACDkbqmXMykTi9usESTjp4q6U7A2o7STpYIUQuNh1QjB071tpFEEIIIcq8NIPCgqAktlxLV71u8wp2+HXw4CE3m75lEEKUIJs+OzRu3Jg2bdrg5uZm7aIIIYQQZVJwXCYzAxO5oTodrMIrDZ0Z19Rd0sEKIQpk050g/fz8WLVqlbWLIYQQQpQ5BpPC0vPJjPn7jupgoqarlk8a6xndwEmCCSHEPdl0C0VGRgY1a9a0djGEEEKIMuVGsoEZxxM5d0d9Otjn6zgzsaED8TEpJVAyIUR5ZNMtFM8++yz+/v5cu3bN2kURQgghrE5RFDaHpjHsjzjVwYSPo5aFj3ryfht3nO2kVUIIUXg23UJhMpmIjo5myJAhVK9eHR8fH3Q6XY5lNBoN3377rZVKKIQQQpSO2HQTc04mcihKfTrYbr4OfNDWgwqONv2cUQhhJTYdUGzevNny77CwMMLCwnItI+nthBBClHd/Rej5+GQi8Rnq0sG62Gl4u6Ubz9WSdLBCiKKz6YDi2LFj1i6CEEIIYTUpmSYWBCWz7br6dLAtve3x6+BBDVfdvRcWQogC2HRAIYQQQjyozsRmMjMwgfAUk6r1dBp4tYkroxq5oJNWCSFEMbCpgOLXX3+lTZs2VKtWzfJ3YTz99NOqP+v69et89913BAYGkpqaSvXq1RkwYAAvvvgiWu3/+phGRUWxZMkSjh8/TnJyMvXr12fUqFF06dIl1zavXLnCkiVLOHv2LHq9nqZNmzJ+/HhatWqVa9mgoCCWLl3KxYsXURSFNm3aMHnyZOrWrav6uwghhCg/DCaFZRdSWHMpFXWhBNR21zGnvQdNKtiXSNmEEA8mTXx8vLoOl1bUsWNHZs+eTZ8+fSx/F9TnU1EUNBoNR48eVfU5ERERjBgxAr1ez6BBg6hWrRp//fUXAQEBDBw4kOnTpwMQExPDmDFjSExMZPDgwVSqVInt27dz8eJF/Pz8LOUEuHr1KmPHjsXR0ZHnn38eV1dXNm3aRGRkJIsWLaJt27aWZU+ePMmUKVPw9fWlX79+mEwm/P39SU9PZ/Xq1dSuXVvV9ylu6QaFsBT1qQgfBHp9BpFRkfhW9cXR0cHaxRH/T+qlbJJ6Ue9qooGZgYlciFd/Dh5c15nXm7vhVIgMTlI3ZVNp1YsODXU8beqZs7Aym9pbZsyYQcuWLXP8XRJ++OEHEhMT+eSTT+jduzcAL7zwApMmTeKXX35hyJAh1K5dmxUrVhAVFcXy5cst5Xr22WcZPXo0CxYsoGvXrjg7OwOwcOFCMjIyWLduHdWrVwegT58+DB8+nM8++wx/f380Gg2KojBv3jw8PT1ZuXIlnp6eAPTs2ZOhQ4eycOFCFi5cWCLfWwghRNmkKAo/habx9dlk9CqbJXwctXzU3p1HqziWTOGEEA88mwooNm3ahJubm6XLU7Vq1ahTpw4VKlQo1s+5ceMGAI8//niO17t27UpgYCCXL1+mZs2a7N69mxYtWuQIchwdHRkyZAhz5szh0KFD9O7dm9jYWI4cOcKTTz5pCSYAvLy86NevHytWrODcuXM0b96c8+fPExoayqhRoyzBBECNGjXo2bMnu3fvJiYmhooVKxbrdxZCCFE23U4z4nciiSPR6tPB9qjmyH/auOMl6WCFECXIps4wV65cIT4+3vL3pEmTCAgIKPbPMXcpCg0NzfG6OdCoVKkSoaGhpKam0rx581zrN2vWDIDg4GAAzp07B1DgsuZlzOu0aNEi17LNmzfHZDJx/vx51d9JCCGE7dkXns6QP+JUBxOudho+aufOZx09JJgQQpQ4m2qh8PHx4fvvvycjIwNXV1cUReHUqVMYDAX3JVU7KHvkyJEcPXoUPz8/pk2bRvXq1Tl06BC//PILHTp0oHXr1vzzzz8AVK1aNdf6lStXBrLGYgBER0ffc9nw8HAAbt26BUCVKlXuuV0hhBDlU3Kmiflnkvn1hvp0sG187Jnd3oNqkg5WCFFKbCqgeOmll/j8889ZsGABkDVp3datW9m6dWuey5sHZasNKCpWrMiECRP4+OOPmTx5suX1li1bMn/+fDQaDcnJyQCWMRLZOTk5AZCennUhULNsSkoKAC4uLvkum5aWds/vYN5eSdAbFfRqO/E+IDIzM3P8X5QNUi9lk9RL3k7HGZhzOoWoNHU5U+w0MK6RE0PrOqLTGNHrjUUug9RN2VRa9aLTQnp6ySVfMd/PiPLDpgKKQYMG0bZtW0JCQsjMzGTOnDkMGDAgz65E92Pt2rUsXryYmjVr8tprr+Ht7c3p06fZtGkTkyZN4ptvvkFRsk705v/nxZxetqBlzO/dvWxe69y9bEEiIiIwGot+MSmIQaMjKtWEzaQHs4KY2BhrF0HkQeqlbJJ6yZJpgo0Rdmy7ZYeCuvkhajqZeL1OBnVc0oi+VXxlkropm0q6Xuy0WuycTAXevxSVTqeTFPjlkE0FFAD16tWjXr16ACxfvpxOnTrlOedDUSUnJ7NixQoqVarE6tWr8fDwAKB79+40btyYWbNmsXr1atq0aQOAXq/PtQ1z64Cbmxvwv9aGvFoN7mfZgpgHrpcEvVHBpHIipQdFZmYmMbExVPSpiL295HkvK6Reyiapl/8JTTIy+3QKIYnqz62D6zgyoZETjrrim6RO6qZsKq160Wmhhpt0mROFZ3MBRXbbtm0r9m3euHEDvV5Pt27dLMGE2ZNPPsncuXMJCAiwdKMyj3nI7u5xEOabe/NYiuzMr+W1bIMGDQpctiAl2pxoUHC8x7iVB529vb3kbi+DpF7Kpge5XkyKgv+VNBYFJ5OhMpao7KRlVnsPOlYuud/uQa6bsqyk60WHBicnm75FFKXM5veWsLAwdu7cSWxsLCZT3mdjNfNVODhkHaB5dRdSFAWTKasJsFatWri5uVmyM2Vnfs2cqalp06ZotVqCg4N54YUX8lzWnHrW3H3r3LlzPPbYYzmWDQ4ORqPRFHsXLyGEEKXvVqqR2ScSCbitvj/8EzUcmd7aHQ8HyeAkhLA+mw4ojh07xptvvlngWAGNRqMqoKhbty6+vr7s27eP0aNHWzIrQVaLiF6vp2PHjtjZ2dG7d2+2bt1KUFCQJSDQ6/X4+/vj7e1Np06dgKzsVB06dGD//v2MGzfOMhdFfHw827Zto0GDBjRq1AjICj5q1arFtm3bePHFFy1zUYSFhbF//346d+6Ml5eXqt9JCCFE2fL7zXTmnk4iKVNdH3U3ew3TW7vTp6YMahVClB2a+Ph4mx1bO3bsWK5evco777xDkyZNLK0Ld/P19VW13WPHjvHWW2/h4eHBwIED8fHxISgoiN9++80yQ7a7uzsxMTG8/PLLpKenM2zYMLy9vdm+fTsXL17k448/tsyyDVlzaIwZMwYXFxeGDh2Kg4MDmzZtIioqikWLFtG6dWvLsgEBAUydOpXq1aszaNAgMjIy2LBhAxkZGaxcuZJatWoV6fcqLukGhbAU6fKUF70+g8ioSHyr+ko3gTJE6qVsehDrJSnDxGdnkth9M/f4u3tpX8mej9p5UNWl5Pu2P4h1YwtKq150aKjjadPPnEUps+mAonPnzrzyyiuMHj262Ld98eJFVq5cyalTp0hNTaVy5cp0796dMWPG5BgUHR4ezuLFiwkICMBgMFCvXj1Gjx6dq7sSwOXLl/n22285c+YMGo2GJk2aMGHChDwnsQsMDGTZsmVcuHABZ2dnWrVqxaRJk6hTp06xf1e1JKDIn1yEyyapl7LpQauXwNsZzApM5FaausES9lqY3MyNYfWd0WqKb+B1QR60urEVElCIssqm9xYnJydLl6Di1rhxY+bPn3/P5apXr86nn35aqG02bNiQhQsXFmrZ9u3b0759+0ItK4QQouzSGxW+PZfMDyH3nkPobg087ZjT3oP6cnMnhCjDbHo0V4cOHSwzVgshhBBlzb8JBkb+Gac6mNAALzdwYW23ChJMCCHKPJs+S02ZMoVx48Yxf/58+vTpg4+PT56TvlWtWtUKpRNCCPGgMikKP/ybxrfnk8lUmQ62qrOW2e09aFdJuhoJIWyDTQcUQ4cOxWAwsHnzZjZv3pznMhqNhiNHjpRyyYQQQjyoolKNzApM5ESM+nSwfR9y4t1WbrjZ23QHAiHEA8amA4ru3bujKaUBakIIIURBFEXht5t6PjudRIpBXb4TD3sN/2njTq8akg5WCGF7bDqgmDVrlrWLIIQQQpCQYeK/p5LYF64+HWzHyvbMaudBZeeSTwcrhBAlwaYDCjNFUbhw4QIRERE4ODhQtWpVGjZsaO1iCSGEeAAcvZXB7BOJ3E5XN1jCUQtTmrsxuF7ppYMVQoiSYPMBRVBQEH5+foSFheV4vXr16syYMSPHhHFCCCFEcUk3KiwKTsb/ivp0sI087ZjTwYO6HjZ/GRZCCNsOKK5du8aUKVMwGo08++yz1KtXD6PRSGhoKL///jtTp05l3bp1Vp9ZWgghRPly8U4mMwITuZpkVLWeFhjZ0IVXm7pir5VWCSFE+WDTAcWKFSvQarWsWbMm1wzSL730EmPGjGHNmjUy1kIIIUSxMCoK6y6nsvR8CirHXVPdJSsdbOuKkg5WCFG+2HRAERgYyPPPP58rmACoU6cOAwYM4Pfff7dCyYQQQpQ34SlZ6WBPx6pPB/tsLSfebinpYIUQ5ZNNBxRJSUlUq1Yt3/erV69OfHx86RVICCFEuaMoCjtvpPP5mWTV6WC9HDR80MaD7tUdS6h0QghhfTb9qKRy5cqcO3cu3/eDg4OpWLFiKZZICCFEeRKvN/HusURmn1A/t0SnKg749/KWYEIIUe7ZdEDRtWtXdu3axa+//prrvZ07d/Lbb7/RpUsXK5RMCCGErTscpefFfXH8GaFubglHHUxv7cZXnTyp6CRzSwghyj+b7vI0ZswYDhw4wJw5c1i9ejV16tRBo9EQGhpKWFgYVapUYfTo0dYuphBCCBuSblD4KjiZTaHq08E2rWDHnPYe1HK36curEEKoYtNnPHd3d1asWMHixYv566+/uHnzJgCurq707duXyZMn4+XlZd1CCiGEsBnn4rLSwd5IVpcOVqeB0Y1cGNPYFTtJByuEeMDYdEAB4O3tzYwZM/jwww+Jj49HURQqVKiARmYdFUIIUUgGk8KaS6ksv5iCUWU62JquOvw6eNDC275kCieEEGWczY6hiImJyfG3RqOhQoUK3Lx5k3///ddKpRJCCGFrbiYbGHfgDt9dUB9MDKjtxA89K0gwIYR4oNlcQKHX65k1axYDBgwgLS13/9a1a9cyYsQIPvzwQ1JSUqxQQiGEELZAURS2XE1j2B93OBtnULWut6OGBY968kFbD1zsbO5SKoQQxcqmujwZDAbeeOMNTp48SY0aNYiPj8fZ2TnHMp06dSIiIoK9e/cSHR3Nd999h1YrJ3shhBD/E5du4uNTiRyIzFC9bhdfBz5s44G3k1xbhBACbKyF4pdffuHkyZOMHDmSn3/+GV9f31zLvPDCC/zwww+88MILBAUFsW3bNiuUVAghRFl1IFLPi3/Eqg4mnHUaPmzjzhePeEowIYQQ2djUGXH37t20atWKSZMmFTjoWqfT8fbbb1O3bl127dpViiUUQghRVqUaTHxyMpG3jiRwR69usEQLbzt+7FmB/nWcJemHEELcxaYCiqtXrxZ6ojqtVkuPHj0ICQkp4VIJIYQo64JiMxn2xx22XEtXtZ5OAxOaurK8SwVqutlUL2EhhCg1NnV2NJlMuLm5FXr5ihUrYjSqyyUuhBCi/DCYFFZcTGHVxVRMKtet5abDr70HzSSDkxBCFMimAorKlSsTFhZW6OXDw8OpVKlSCZZICCFEWXUtycDMwETO31GXwQlgUF1npjZ3w8lOujcJIcS92FSXp/bt27N7924MhntfHDIzM9m9ezeNGjUqhZIJIYQoKxRFYdOVVIbvj1MdTPg4avmqkyfvtXaXYEIIIQrJpgKKAQMGEBsby4wZMwoMKjIyMpg1axa3b9/m+eefL8USCiGEsKaYNCNT/0ngszPJ6FX2eO1ezZGNvbx5rKpjyRROCCHKKZvq8tSwYUPGjh3LsmXLOH/+PP369aNVq1aWsRKxsbGcPn2anTt3EhUVxdChQ2nXrp21iy2EEKIU7A9P55NTSSRkqMvg5GqnYVorN555yEkyOAkhRBHYVEABMGbMGDw9Pfnmm29YunRprpO/oii4ubnx1ltvMXjwYCuVUgghRGlJzjTxxZlkdtxQl8EJoLWPPbPbe1DdVVcCJRNCiAeDzQUUkDV5XZ8+fdi3bx/nz5/n9u3b6HQ6KleuTJs2bXjsscdwcXGxdjGFEEKUsNMxGcwMTCQiVV0OJ7v/Twf7ckMXdNIqIYQQ98UmAwoANzc3+vfvT//+/a1dFCGEEKUs06Sw7HwKay6noq6DE9Rx1zGngweNvSQdrBBCFAebDSiEEEI8mEITDcw4nsilBPXpYIfUc+a15m446aRVQgghiosEFEIIIWyCSVH46Uoa3wQno1c5S10lJy2z2nnwSBWHkimcEEI8wCSgEEIIUeZFpxmZfSKRY9GZqtftXd2R6W3c8XSwqUzpQghhMySgEEIIUabtDUvnv6eSSMxUN1rCzV7De63c6VPTUdLBCiFECZKAQgghRJmUnGnis9NJ/HZTr3rddhWz0sFWdZF0sEIIUdLKVUARFxeHTqfD09PT2kURQghxH07czmBWYCJRaeoGS9hrYVJTN4Y3cEYrrRJCCFEqbD6giIqKYunSpRw4cICUlBQAPDw86NWrF+PHj5fgQgghbEiGUWHJ+RTW/6s+HWw9Dx0fd/CkgafNX9qEEMKm2PRZNywsjDFjxhAfH0+dOnVo164dJpOJ69evs3nzZo4dO8aKFSuoUKGCtYsqhBDiHkISDHx4PIGQRKOq9TTAsPrOTGrmhqOkgxVCiFJn0wHFkiVLSE1N5fPPP6dz58453tu7dy+zZs1iyZIl/Oc//7FSCYUQQtyLSVFY/28qi88lk6kyHWwVZy2z23vQvpKkgxVCCGux6Rx6x44dY9CgQbmCCYDevXszYMAADhw4YIWSCSGEKIyYDA1Tj6Ww8Kz6YKJPTUf8e3pLMCGEEFZm0wFFZmYm1apVy/f9Bg0akJqaWoolEkIIUVh7wjN467wjJ2PVzXjtbq/hkw4efNzBE3eZW0IIIazOps/Ebdu25Y8//sj3/aNHj9KyZctSLJEQQoh7Scww8Z+ABGafTiXVqG7MQ4dK9mzo6c2TNZ1KqHRCCCHUsqkxFFFRUTn+Hjp0KO+99x7vvPMOY8eOpVatWuh0OsLCwvD39+f06dMsXrzYSqUVQghxt4DoDD4KTCQ6XV3/JgctvNbcjSH1JB2sEEKUNTYVUPTr1y/XbKeKonDgwAEOHjyYa3lFUXjppZc4cuRIaRVRCCFEHvRGhUXnktkQkqZ63Yaedvi196C+pIMVQogyyabOzn379s0VUAghhCjbLsVnMiMwkdAipIMd0dCF8U1ccZB0sEIIUWbZVEAxa9YsaxdBCCFEIRn/Px3sknMpGFTOUufrkpUOtm1FyeAkhBBlnU0FFEVx69YtqlSpYu1iCCHEAyUixciswEROxWaqXveZh5yY1soNN3ubzhsihBAPDJsPKPbs2cOePXtIS0vDZPrfID+j0UhycjJXr16VMRRCCFFKFEXh1xvpzD+TTIrKZglPBw3/aeNOz+qSwUkIIWyJTQcUP//8M59//jmKknXR0mg0ln8DODg40Lt3b2sVTwghHijxehOfnkpif4Re9bqPVnZgZjt3KjnrSqBkQgghSpJNBxTbtm2jSpUqLFy4EIPBwMsvv8yvv/6KoiisXbuWzZs3M2DAAGsXUwghyr0jt/TMPpFEjNp0sBqF15q6MLShmyTdEEIIG2XTHVRv3LhBv379qFOnDvXr18fR0ZGgoCAqVarEtGnTaNGiBd9//721iymEEOVWukFh3ukkphxOUB1MNPLUMb+pnudrO0owIYQQNsymWyiMRiOVKlUCsro71ahRg5CQEHr06AFAjx49+PHHH1VtMyIigv79+xe4jK+vL9u2bQOyJttbsmQJx48fJzk5mfr16zNq1Ci6dOmSa70rV66wZMkSzp49i16vp2nTpowfP55WrVrlWjYoKIilS5dy8eJFFEWhTZs2TJ48mbp166r6PkIIUVIu3MlKB3stSV06WC3wSiMXRtS153Z0cskUTgghRKmx6YCiYsWKREdHW/6uVq0aoaGhlr+dnJy4c+eOqm1WqFCB2bNn5/neb7/9xtGjR+nevTsAMTExjB8/nsTERAYPHkylSpXYvn0706ZNw8/Pjz59+ljWvXr1Kq+++iqOjo4MHjwYV1dXNm3axMSJE1m0aBFt27a1LHvy5EmmTJmCr68vo0aNwmQy4e/vz5gxY1i9ejW1a9dW9Z2EEKI4GUwKay+nsuxCCkaV6WCru2rxa+9JKx979PqMkimgEEKIUmXTAUWHDh345Zdf6Ny5Mw0bNqRBgwb89NNP3LlzhwoVKnD48GG8vb1VbdPZ2Zmnnnoq1+uXL1/m5MmTtGrVitdeew2AFStWEBUVxfLly2nZsiUAzz77LKNHj2bBggV07doVZ2dnABYuXEhGRgbr1q2jevXqAPTp04fhw4fz2Wef4e/vbxlUPm/ePDw9PVm5ciWenp4A9OzZk6FDh7Jw4UIWLlxY1J9MCCHuS1iygZmBiQTFGVSv27+2E2+2cMNV0sEKIUS5YtNn9VGjRqHX6xkxYgR37tyhf//+6PV6Bg8ezIsvvsjBgwct3Z/uh8lkws/PD4AZM2ZgZ2eH0Whk9+7dtGjRwhJMADg6OjJkyBDi4+M5dOgQALGxsRw5coRu3bpZggkALy8v+vXrx9WrVzl37hwA58+fJzQ0lGeeecYSTADUqFGDnj17cvToUWJiYu77OwkhhBqKorD1ahpD/7ijOpio4Kjh80c8+bCthwQTQghRDtn0mb169eqsW7eOIUOGUKFCBSpXrsyCBQtwd3cnJiaGp556ildfffW+P2f79u1cvnyZl156iYceegiA0NBQUlNTad68ea7lmzVrBkBwcDCAJVgoaFnzMuZ1WrRokWvZ5s2bYzKZOH/+/P1+JSGEKLS4dBPTjibw8akk0lT2cXq8qgP+PX3oVs2xhEonhBDC2my6yxNkjZt44403LH+bu0EVF4PBwIoVK/D09GTkyJGW181jN6pWrZprncqVKwNZA7wLu2x4eDiQNbM3kOfs3ndvVwghStqhSD1+JxOJ06sLJJx08FZLdwbUdpIMTkIIUc7ZfEBRkP3793PmzBnefPPNIm9j3759REdH8+qrr1rGQwAkJ2dlJsn+mpmTU9Ysr+np6aqXTUlJAcDFxSXfZdPS0u5ZbvP2SoLeqKDXq0sP+aDIzMzM8X9RNki9qJdmUPjmQhrbbqgfON3US8fM1i7UdNWRkZH/by71UnZJ3ZRNpVUvOi2kp6sfJ1VY5vsZUX6U64AiICCArVu33ldAsWnTJktmpuzMM3Jnn5n7blqt9p7LmN+7e9m81rl72YJERERgNKpL5VhYBo2OqFQTKpO7PFBiYmWcS1kk9VI4l1M0fH3VgSi9ul6xWhRe8DXwvG8auqRkIpMKt57US9kldVM2lXS92Gm12DmZCrx/KSqdTicp8Muhch1Q3K/bt28THBxM9+7d8fDwyPGeq6srAHq9Ptd65tYBNzc34H+tDXm1GtzPsgWpVq3aPZcpKr1RwZQiLRR5yczMJCY2hoo+FbG3t7d2ccT/k3opHINJYW1IOmtD9KrTwdZ01TKztQtNvQp/WZF6Kbukbsqm0qoXnRZquOlKbPui/JGAogAHDhxAURSefPLJXO+Zb9jNYx6yu3schHnZ7HNmmJlfy2vZBg0aFLhsQUq0OdGg4GgouabQ8sDe3h5HRwdrF0PcReolfzeSDcw4nsi5O+qP7RfqODO1hRvOdkUbKyH1UnZJ3ZRNJV0vOjQ4Ocktoig8m87yVNJOnTqFVqvl4YcfzvVerVq1cHNzs2Rnys78mjlTU9OmTdFqtZYMTnkta049a84Eldd2g4OD0Wg0eWaLEkKIolAUhc2haQz7I051MOHjqGVhJ0+mt3EvcjAhhBDC9klAUYALFy7w0EMPWbo3ZWdnZ0fv3r05ffo0QUFBltf1ej3+/v54e3vTqVMnAHx8fOjQoQP79++3ZHMCiI+PZ9u2bTRo0IBGjRoBWcFHrVq12LZtGwkJCZZlw8LC2L9/P507d8bLy6uEvrEQ4kESm27izSMJ/Pd0Eukqh1x183XAv5c3j1eVdLBCCPGgk/asfBiNRsLDw+nYsWO+y4wbN44DBw4wdepUhg0bhre3N9u3b+fKlSt8/PHHODr+70L7xhtvMGbMGMaNG8fQoUNxcHBg06ZNJCYm8umnn+bY7jvvvMPUqVMZM2YMgwYNIiMjgw0bNuDo6MiUKVNK7DsLIR4cf0Xo+fhkIvEZ6gZLuNhpmNbSjWdrSTpYIYQQWWwqoJg4caKq5W/evFnkz0pISMBkMuHu7p7vMhUrVmTFihUsXryYjRs3YjAYqFevHgsWLOCxxx7LsWy9evVYtmwZ3377LatWrUKj0dCkSRNmzZqVaxK7hx9+mG+++YZly5axaNEinJ2dadWqFZMmTaJWrVpF/k5CCJGSaWJBUDLbrqtPLd3Kx57Z7T2o4SqDNYUQQvyPJj4+3mayfxbUWpAfjUbD0aNHS6A0D650g0JYigzKzoten0FkVCS+VX1lIGMZIvWS5UxsJjMDEwhXmaVNp4HxTVwZ2cgFXTG2Ski9lF1SN2VTadWLDg11PG3qmbOwMpvaW7Zu3WrtIgghhM0xmBSWXUhhzaVU1CZ8ru2uY057D5pUkNShQggh8mZTAYWvr6+1iyCEEDblaqKBmYGJXIhX36r4Yj1npjR3w0knYyWEEELkz6ayPH399dekpKQUef3ExEQWLFhQjCUSQoiySVEUNl5J5aX9caqDiYpOWr55zJN3WrlLMCGEEOKebCqguHr1KgMHDmT9+vXExcUVer3o6GhWrFjBwIED72ugthBC2ILbaUZeP5zA/DPJ6FX2cepRzRH/nt48WkXSwQohhCgcm+ry9OWXX7Jr1y4WLlzI4sWLadu2LV27dqVx48bUrFkTd3d3TCYT8fHxREZGcubMGQIDAzl+/Dhubm5MnjyZAQMGWPtrCCFEidkXns5/TyWRoDIdrKudhndaufH0Q5IOVgghhDo2FVAA9O3bl27duvHLL7/g7+/PF198ke/FT1EUKleuzIQJExg0aBAuLi6lXFohhCgdyZkm5p9J5tcb6tPBtvn/dLDVJB2sEEKIIrC5gALAxcWFl156iWHDhnHu3DkCAwO5efMmd+7cQavVUrFiRXx9fXnkkUdo3LixtYsrhBAl6mRMBrMCE4lMVde/yU4DE5u58lKD4k0HK4QQ4sFikwGFmVarpUWLFrkmhhNCiAdBhlHhuwspfH85FbUTCtX1yEoH28hL0sEKIYS4PzYdUAghxIMqJCErHezlBPXpYIfWd+a1Zm44SgYnIYQQxUACCiGEsCEmRWFDSBqLzyWToTKDUxVnLbPaefBwZZn5WAghRPGRgEIIIWzErVQjs08kEnA7U/W6T9Zw5L3W7ng42FS2cCGEEDZAAgohhLABv99MZ+7pJJIy1Y2WcLPXML21O31qOpVQyYQQQjzoJKAQQogyLDHDxGenk/g9TK963Q6V7JnVzoOqLpIOVgghRMmRgEIIIcqo49EZfHQikVtp6gZLOGhhcjM3htZ3RivpYIUQQpQwm+9MGxISwvbt2y1///TTTzz55JP07duXDRs2WLFkQghRNHqjwsKzSUw8FK86mGjgace67t4Mb+AiwYQQQohSYdMBRVBQECNHjuT7778H4PLlyyxYsACTyYSTkxNfffUVe/futXIphRCi8P5NMDDyzzjW/5umaj0N8HIDF9Z2q0B9T2l8FkIIUXpsOqBYs2YNnp6ezJ49G4Ddu3cDsGTJEjZt2kTr1q3ZtGmTNYsohBCFYlQU1l1OYcSfcYQkGlWtW9VZy3edvZjawg0HmVtCCCFEKbPpgOLs2bMMHjyYpk2bAnD06FFq1qxJ/fr10el09OzZk3///dfKpRRCiIJFphqZeDCer4NTyFQ5t0Tfh5zw7+VNu0oyt4QQQgjrsOl28fT0dHx8fACIjY3lypUrDBw40PK+TieZTYQQZZeiKPx2U89np5NIMahLB+thr+H9Nu70riHpYIUQQliXTQcUvr6+XL9+HYCDBw+i0Wjo2LGj5f2TJ09SuXJlaxVPCCHylZBh4r+nktgXrj4dbMfKWelgKzvLQxMhhBDWZ9MBxaOPPspPP/1EWloae/fuxc3NjUcffZSYmBhWrVrFvn37GDt2rLWLKYQQORy9lcHsE4ncTlfXv8lRC1NauDG4rqSDFUIIUXbYdEAxceJEwsPD+fnnn3Fzc2PmzJk4Ojpy6dIlNm/ezKOPPspLL71k7WIKIQQA6UaFRcHJ+F9Rl8EJoJGnHXM6eFDXw6ZP20IIIcohm74yOTk58fnnnxMfH4+rqyv29vYA1K9fn+XLl9OyZUsrl1AIIbJcjM9k5vFEQpPUZXDSAiMbuvBqU1fstdIqIYQQouyx6YDCzMvLi/T0dCIiIqhSpQpOTk4STAghyoSsdLCpLD2fgspx11R30TK7vQetK0oGJyGEEGWXTaeNBQgPD+fNN9+kR48evPjii5w9e5aTJ08ybNgwzpw5Y+3iCSEeYOEpRsYfiGfxOfXBxHO1nPihp7cEE0IIIco8mw4obt26xejRowkMDKRVq1aW100mE9euXWPq1KlcvnzZiiUUQjyIFEVhx/U0hv0Rx+nYTFXrejpomN/Rk5ntPHCzt+lTtBBCiAeETV+tli1bRkZGBuvWreO///0vipL1CPDhhx9m7dq12Nvbs3r1aiuXUgjxIInXm3j3WCKzT6ifW6JTFQc29vSme3XHEiqdEEIIUfxsegzFkSNHGDhwIHXq1CE+Pj7Hew0aNGDgwIH8+uuv1imcEOKBczhKj9+JJGL1KtPB6uDNFm48X8cZjaSDFUIIYWNsOqBISEigZs2a+b5ftWpVEhISSrFEQogHUbpB4avgZDaFqk8H27SCHX7tPajtbtOnYyGEEA8wm76CVa5cmdDQ0HzfDw4OpmLFiqVYIiHEg+ZcXCYzAhO5kawuHaxOA6MbuTCmsSt2kg5WCCGEDbPpMRTdunVj27ZtnDt3zvKaubvA3r172bVrF507d7ZW8YQQ5ZjBpLD8Qgqj/76jOpio4apjRdcKjG/qJsGEEEIIm2fTLRRjxozh8OHDvPrqq9SuXRuNRsPy5ctZsGABoaGhVK5cmdGjR1u7mEKIcuZmsoGZgYmcjTOoXndAbSfebOmGi51NP88RQgghLGz6iubm5sbKlSvp168f0dHRKIrC6dOniYyM5Mknn2TVqlV4eXlZu5hCiHJCURS2XE1j2B93VAcT3o4aFjzqyQdtPSSYEEIIUa7YdAsFgLu7O++++y7vvvsu8fHxGI1GKlSogFYrF2whRPGJTTfx8clEDkZlqF63i68DH7bxwNtJzktCCCHKH5sPKLLz8vLCaDRy5MgRdDodDz/8sAQWQoj7diBSz5yTidzRq5tXwlmn4e2WbvSr7STpYIUQQpRbNh1QKIrCt99+y9WrV/n8888xGo2MHz+e4OBgABo2bMi3336Lm5ublUsqhLBFqQYTXwYls+Vauup1W3hnpYOt6WbTp1khhBDinmz68f2PP/7IunXrSElJAWD//v2cPXuWLl26MHr0aEJDQ1mzZo11CymEsElBsZkM++OO6mBCp4EJTV1Z3qWCBBNCCCEeCDZ9tfvtt9/o0KED33zzDQB///03Dg4OfPTRR7i4uJCQkMCff/7Ja6+9ZuWSCiFshTkd7OpLqaib7xpquemY08GDphXsS6RsQgghRFlk0y0UN2/epGfPnpa+yYGBgTRv3hwXFxcgq8tTdHS0NYsohLAh15IMjP7rDiuLEEwMquvMDz28JZgQQgjxwLHpFgp7e3tMpqzL/uXLl7lz5w6DBg2yvJ+UlISrq6u1iieEsBGKovBzaBoLg5PRq5ujDh9HLTPbufNYVceSKZwQQghRxtl0C0WdOnU4dOgQAFu2bEGj0fDYY48BkJKSwo4dO6hTp441iyiEKONi0oxM/SeBz86oDya6V3NkYy9vCSaEEEI80Gy6hWLw4MHMmDGD7t27k5qaSvPmzWncuDHnz59n2rRpxMXFyfgJIUS+9oen88mpJBIy1KWDdbXT8E4rN55+SNLBCiGEEDYdUPTu3Rs7Ozt27NhBlSpVGDduHACOjo64urryxhtv0LlzZyuXUghR1iRnmvjiTDI7bqhPB9vax57Z7T2o7qorgZIJIYQQtsemAwqA7t2707179xyv1atXj02bNlmpREKIsuxUTAazAhOJSFU37NpOA+ObujKioQs6aZUQQgghLGx6DEVBTCYTCQkJ7N6929pFEUKUAZkmWHIxjVcPxKsOJuq461jTvQKvNHKVYEIIIYS4i023UKSlpbFw4UL27t1LWloaipJ3P+g+ffqUcsmEEGVJaJKRGRcduZamV73u0HrOTG7uhpNOAgkhhBAiLzbdQrFs2TK2bt2Ki4uLJZtTq1atqF69Ooqi4OjoyPTp061cSiGEtZgUBf+QVMYcSuJamrrTXSUnLYse8+LtVu4STAghhBAFsOkWir///psWLVqwdOlSYmJieO6553j//fepXbs2+/fv54MPPsDOzqa/ohCiiKLTjMw+kcix6EzV6/au7sj0Nu54Otj0MxchhBCiVNj01TI6OppevXqh0+moUqUKnp6eBAcHA9CjRw969erF1q1brVtIIUSp2xOWzpB9caqDCTd7DXPae/Dpwx4STAghhBCFZNNXTJ1Oh4uLi+XvGjVqEBoaavm7bdu2hIWFWaNoQggrSMowMeN4Av8JSCQxU93cEu0q2uPf05unZG4JIYQQQhWb7g9UvXp1QkJCLH9Xq1aNf//91/J3ZmYmqamp1iiaEKKUBd7OSgd7K01dBid7LUxq6sbwBs5oJZAQQgghVLPpgKJr166sX7+eatWq8cILL9CqVSu++uorAgICqFevHtu2baNatWpF2rbJZOLnn39m69at3Lx5E09PTzp06MDEiROpXLmyZbmoqCiWLFnC8ePHSU5Opn79+owaNYouXbrk2uaVK1dYsmQJZ8+eRa/X07RpU8aPH0+rVq1yLRsUFMTSpUu5ePEiiqLQpk0bJk+eTN26dYv0fYQorzKMCkvOp7D+31TUtUlAfQ8dczp40sDTpk+FQgghhFVp4uPj1V6Dy4zU1FQmTZrExYsX2bt3L3Z2dgwdOpSoqCjLMu+88w7PP/+86m3PmjWL3377jS5dutCpUyeuX7/Ozz//TOXKlVm3bh3u7u7ExMQwZswYEhMTGTx4MJUqVWL79u1cvHgRPz+/HOlqr169ytixY3F0dOT555/H1dWVTZs2ERkZyaJFi2jbtq1l2ZMnTzJlyhR8fX3p168fJpMJf39/0tPTWb16NbVr176v3+1+pRsUwlIMVi1DWaXXZxAZFYlvVV8cHR2sXZxyLyTBwIfHEwhJNKpaTwMMb+DMxKZuOEoGJ6uR46Xskropm0qrXnRoqCMPWoQKNh1QABiNRv755x86d+4MwO3bt1m6dCkJCQl07dqVZ555RvU2//rrL959911eeOEF3n33XcvrO3fuxM/Pj8mTJzNy5Ejmzp3Lli1bWL58OS1btgRAr9czevRobt++zbZt23B2dgZg6tSpnDx5En9/f6pXrw5AfHw8w4cPx83NDX9/fzQaDYqiMHToUBITE9mwYQOenp4AhIWFMXToUNq1a8fChQvv5ye7bxJQ5E8uwqXDpCj8GJLG4nPJZKrr4UQVZy2z23vQvpLUj7XJ8VJ2Sd2UTRJQiLLKpgdlQ9bAbHMwAVCpUiU+/PBD5s+fX6RgAmDz5s24uroyefLkHK8/8cQTjBw5koceegij0cju3btp0aKFJZgAcHR0ZMiQIcTHx3Po0CEAYmNjOXLkCN26dbMEEwBeXl7069ePq1evcu7cOQDOnz9PaGgozzzzjCWYgKwB5z179uTo0aPExMQU6XsJUR5EpRqZdCiehWfVBxNPVMsaeC3BhBBCCFF8bDKgMBqN/Pnnn3m+t337djZu3Eh6enqRt3369GnatGmDq6srAOnp6WRmZuLg4MDkyZPp3r07oaGhpKam0rx581zbaNasGYAlha05WChoWfMy5nVatGiRa9nmzZtjMpk4f/58kb6bELZMURR+u5HOkD/iCLytLh2su52GN+tkMKuNK+6SDlYIIYQoVjbXnhUWFsbrr79OREQEv/76Kz4+Pjne37FjB2fPnmXjxo3Mnz+fevXqqdp+REQEer2eatWqsX//flasWEFISAg6nY727dszbdo0atWqRXR0NABVq1bNtQ3zoO2IiAiAQi0bHh4OwK1btwCoUqXKPbdbkKIGVIWhNyro9SofDT8gMjMzc/xfFI/EDBOfB6fxR6T637W9jx3vNrNHm5Iq9VLGyPFSdkndlE2lVS86LaSnl1zXZicnpxLbtrAOmwoo4uPjmTBhAnFxcTz99NPodLpcy7z11lts3bqVbdu2MXXqVDZs2IC7u3uhPyMpKQmAgIAAtm7dyrBhw3j11Vf5999/WbduHWPGjGHt2rUkJycDWMZIZGc+UMw39WqWTUlJAcgxv8bdy6alpd3ze0RERGA0qhuoWlgGjY6oVJPqjDoPkphY6ZZWXIIStSy65kBcprrB0/YaheHVM+lbOQ1t1mEl9VJGSb2UXVI3ZVNJ14udVoudkwlFKf4rvU6nk4yV5ZBNBRTff/89sbGxfPHFF3Tq1CnPZZo0aUKTJk1o27YtM2fO5IcffmDChAmF/oyMjAwArl27xmeffUb37t0B6NatG40bN+btt99m6dKlls8v6GDTarX3XMb83t3L5rXO3csWpKjpcgtDb1QwpUgLRV4yMzOJiY2hok9F7O3trV0cm6Y3Kiy5mMamaxmq123goWNmaxfqumc9dJB6KZukXsouqZuyqbTqRaeFGm65H9oKkR+bCigOHTpEz5498w0msnvyySfZvXs3f/31l6qAwtyKULlyZUswYda5c2eqVKlCQEAAvXv3BrKyOt3N3Nrg5uYG/K+1Ia9uSPezbEFKtDnRoOBokCxPBbG3t5fMKPfhUnwmM44nEZqkPh3siIYuTGjqir02d4uG1EvZJPVSdkndlE0lXS86NDg52dQtorAymxqdGBERkeckcPlp3769ZWxCYZnHLnh7e+f5vo+PD8nJyZYWAPOYh+zuHgdhXtY8liI782tFWVaI8saoKKy5lMLIP++oDiZ8XbQs6+LFlOZueQYTQgghhCgZNhVQODo6qlre2dlZdZOgl5cXNWrU4ObNm7laH0wmExEREVSrVo1atWrh5uZmyc6Unfk1c6ampk2botVqLRmc8lrWnHrWnAkqr+0GBwej0WjyzBYlhK2LSDEy4UA8i86lYFDZbfeZh5zY0NObNhXlSaoQQghR2mwqoKhWrRohISGFXv7SpUuWzEhqPPvss6SkpLB+/focr2/dupX4+Hh69+6NnZ0dvXv35vTp0wQFBVmW0ev1+Pv74+3tbema5ePjQ4cOHdi/f3+OFpP4+Hi2bdtGgwYNaNSoEZAVfNSqVYtt27aRkJBgWTYsLIz9+/fTuXNnvLy8VH8nIcoqRVHYeT2NoX/EcSpWXeYSTwcNn3X04KP2HrjZ29TpTAghhCg3bKqDXJcuXVi/fj3jxo2jYsWKBS5769Yt9uzZU6TJ7YYPH87hw4dZunQp165do23btly6dImtW7dSr149Xn75ZQDGjRvHgQMHmDp1KsOGDcPb25vt27dz5coVPv744xwtKm+88QZjxoxh3LhxDB06FAcHBzZt2kRiYiKffvppjs9/5513mDp1KmPGjGHQoEFkZGSwYcMGHB0dmTJliurvI0RZFa838empJPZH5B6LdC+PVnZgZjt3KjnLwEEhhBDCmjTx8fE2k/0zJiaGIUOG4OPjw3//+998046FhIQwY8YMwsLCWL9+PbVq1VL9Wenp6axbt47du3dz69YtKlSoQPfu3Rk/fnyOQdHh4eEsXryYgIAADAYD9erVY/To0Tz22GO5tnn58mW+/fZbzpw5g0ajoUmTJkyYMCHPSewCAwNZtmwZFy5cwNnZmVatWjFp0iTq1Kmj+rsUt3SDQliKDMrOi16fQWRUJL5VfWUg4z38E6XH72QSMenqMoY5auH1Fm4MruuMRlO4sRJSL2WT1EvZJXVTNpVWvejQUMfTpp45CyuzqYAC4ODBg7z//vsYjUbatWtHy5YtqVSpEkajkdjYWE6fPs3p06cB8PPzs2RjEsVHAor8yUX43tINCl8HJ/NT6L3nU7lbEy875nTwoLa7ugud1EvZJPVSdkndlE0SUIiyyub2ls6dO7Nq1So+++wzjh8/zvHjxy1PKRVFQaPR0LZtW9544w0aNmxo5dIKIbK7cCeTGYGJXFOZwUkLvNLIhXFNXLGTDE5CCCFEmWJzAQVAw4YNWblyJWFhYQQHBxMTE4NOp6NSpUq0adMGHx8faxdRCJGNwaSw5nIqyy+kYFTZJlrdVYtfe09a+cjkWkIIIURZZJMBhVmNGjWoUaOGtYshhChAWLKBmYGJBMWp7ybXr5YTb7V0w1UyOAkhhBBllk0HFEKIsktRFLZdT2dBUDKpKieW8HLQ8GFbD7pVUzf3jBBCCCFKnwQUQohiF5du4pNTifwdmaF63cerOjCjrQc+TtIqIYQQQtgCCSiEEMXqUKQev5OJxOnVtUo46eDNFu4MrONU6HSwQgghhLA+CSiEEMUizaDw5dkkfrmarnrdZhXs8GvvQS2V6WCFEEIIYX021adgwYIFnDt3ztrFEELcJTguk+H741QHEzoNvNrElZVdK0gwIYQQQtgomwootmzZQmhoqOXvRx55hN27d1uxREI82AwmhaXnkxnz9x1uJKubW+IhNx0ru1bgVZlbQgghhLBpNvVI0NHRkb1799K0aVNcXFxQFIWEhASioqIKXK9q1aqlVEIhHhw3kg3MOJ7IuTvq08E+X8eZN1q44WwngYQQQghh62wqoOjVqxdbtmxh+PDhAGg0Gr788ku+/PLLfNfRaDQcOXKktIooRLmnKAqbr6az8GwS6eoaJfBx1DKjrTuP+0o6WCGEEKK8sKmAYtq0adStW5crV66QkZHBb7/9RqtWrahevbq1iybEAyEm3cjHJ5M4FKU+HWw3Xwc+aOtBBUeb6mkphBBCiHuwqYDCzs6OwYMHW/7etWsXAwYMoE+fPlYslRAPhr8i9Hx8MpH4DHXpYF3sNLzd0o3nakk6WCGEEKI8sqmA4m5bt26lQoUK1i6GEOVaSqaJBUHJbLuuPh1sS297/Dp4UMNVVwIlE0IIIURZYNMBha+vLxkZGaxcuZK9e/cSERGBg4MDVapUoWfPnrz00ks4ODhYu5hC2KwzsZnMDEwgPMWkaj2dBsY3cWVkIxd00iohhBBClGs2HVBkZGQwadIkzp49i7OzMw899BAmk4mwsDCWLl3KwYMHWbZsGfb29tYuqhA2JdOksOxCCmsvpaIulIDa7jrmtPegSQU57oQQQogHgU0HFOvWrePs2bO88sorjB492tIaodfrWbNmDatWreLHH39k5MiRVi6pELbjaqKBGYGJXIxXnw52cF1nXm/uhpOkgxVCCCEeGDadbmXPnj107dqVCRMm5Oja5OjoyPjx4+natSu///67FUsohO1QFIWNV1J5aX+c6mCiopOWbx7z5N3W7hJMCCGEEA8Ymw4oIiIiePjhh/N9/+GHHyYsLKwUSySEbbqdZmTK4QTmn0lGr7KPU8/qjvj39ObRKjK3hBBCCPEgsukuT05OTsTHx+f7flxcnAzKFuIe9oWn899TSSSoTAfraqfhnVZuPP2QpIMVQgghHmQ23ULRqlUrfvnllzyDijt37rBlyxZatGhR+gUTwgYkZ5qYFZjI9GOJqoOJNj72bOjpzTO1nCWYEEIIIR5wNt1CMWrUKF599VWGDh3Kiy++SJ06ddBoNFy5coWNGzeSkJAgA7KFyMPJmAxmBSYSmaquf5OdBiY0deXlhpIOVgghhBBZbDqgaNGiBX5+fsydO5clS5ZYnpQqioKrqyuzZs2idevW1i2kEGVIhlHhuwspfH85FXVtElDXIysdbCMvSQcrhBBCiP+x6YACoHfv3nTq1ImAgADCwsJQFIUaNWrw8MMP4+bmZu3iCVFmXEk0MON4IpcT1KeDHVbfmcnN3HDUSauEEEIIIXKy+YACwNXVle7du1u7GEKUSSZFwf9KGouCk8lQmcGpspOWj9p78HBlSW4ghBBCiLyVi4BCCJG3W6lGZp9IJOB2pup1n6jhyPTW7ng42HTuBiGEEEKUMAkohCinfr+ZztzTSSRlqhst4WavYXprd/rUdCqhkgkhhBCiPJGAQohyJjHDxLwzSey+qVe9bvtK9nzUzoOqLroSKJkQQgghyiMJKIQoR45HZ/DRiURupakbLOGghcnN3Bha3xmtpIMVQgghhAoSUAhRDuiNCt+eS+aHkDTV6zbwtGNOew/qe8rpQAghhBDqyR2EEDbucnwmMwITuZJoVLXe/7V35wFRV/v/x58z7DuigYDmbmpuuaWWYplWvzTLrDS11HKvyBa7fStL00pNw7RwwSi6Gd3KxC3vvV0ss6sJmqLikuCuiBvBsMowvz+8TLKIDjv4evxjfT7nc+YcDsOc95zPeX8MwIgWrkxs44aj0sGKiIhIKdXq9C3btm1j4sSJVd0MkQphtliIOJjOUz9dtDmYqO9iZHEvb4LbuSuYEBERkTKp1SsUFy5cYMeOHVXdDJFydzrDzFuxqew4Z3s62P93szNTO7jj7lCrv08QERGRSlKrA4pu3boRGhpa1c0QKTcWi4X1x7OYs9NEeq5t6WA9HQz8320e3NNA6WBFRESk/NTqgMLHxwcfH5+qboZIufgzJ4/3fk/jx5O2p4O93deBtzp74uuidLAiIiJSvmpNQJGSksKpU6dwcHDA19cXLy+vqm6SSLnZeiaH6dtTOZtlWzpYJyM8186dx5oqHayIiIhUjBofUBw/fpz33nuvwF4Jg8FA586deeWVV2jUqFEVtk6kbLLMFhbuMfF1gu3pYG/xsuedrp409azxb3MRERGpxmr0TCM5OZmxY8dy8eJFunbtStOmTcnLyyMhIYGYmBjGjRvHl19+Sb169aq6qSI223/xcjrYw2m2p4Md1dKVcW3ccDBqVUJEREQqVo0OKMLCwkhLS2PhwoV069atwLmYmBimTJlCeHg4r7zyShW1UMR2l9PBZrA4Ph2zbfuuCXA1MqOLJx3rOVZM40REREQKqdF5I//73//y0EMPFQkmALp27cqgQYPYvHlzFbRMpHROppsZvymFj/faHkwMbOTMir4+CiZERESkUtXogOLixYs0b978quebNWvG+fPnK7FFIqVjsVhYczSTJ/5zgZ3nbXu2hJejgTm3e/JWZ089W0JEREQqXY2+5alOnTokJiZe9XxiYiLe3t6V1yCRUkjJzmPW72lsPGV7Otiefo5M6+RBPaWDFRERkSpSo7/O7NGjB6tWrSr2adixsbFERUVx++23V0HLRK7P5qRsHv/xgs3BhJMd/K2jOwt6eimYEBERkSpVo1coxo4dy88//8ykSZPo2rUrTZo0wWAwkJiYSExMDB4eHowdO7aqmylSRFauhQV7THyTaHs62Dbe9szo6kljjxr99hUREZFaokbPSHx9fVm2bBmzZ88mJiaGbdu2Wc916tSJqVOnUr9+/SpsoUhRey9cTgd7zGRbOlgj8HQrV55u5Ya90sGKiIhINVGjAwqARo0a8cknn1iflG2xWAgMDNTeCal2cvMsfHYgg2X7bc/g1MDNjne6etLOx6FiGiciIiJSSjU+oMjn7e2tIEKqreOmXKbFprL7Qq7N1z7c2Jkp7d1xta/RW55ERESklqpRAUVYWFiprnvmmWfKuSUi18disbDqSBbz40xk2rgsUcfJwJudPOnt71RBrRMREREpuxoVUCxbtuy6yxoMf91jroBCqsKFrDze2ZHKL0k5Nl/bq74jb3byxMdZqxIiIiJSvdWogCI0NPSaZSwWC9988w0bN24EoGfPnhXdLJEiNp+5xPu7/+Ritm2rEi52Bl5q786gxs4FgmIRERGR6qpGBRSdOnUq8XxSUhLvvPMO27dvx93dnRdeeIGBAwdWUutEICPXwuKjDvx4Lt3ma9v52DOjiycN3WvU21JERERucLVm5rJy5UoWLlxIRkYG3bt35/XXX8fX17fU9c2cOZPVq1cXe27atGkMGDAAuBzEhIaGEhMTg8lkonnz5owaNYrevXsXuS4hIYHQ0FB2795NdnY2bdq0Yfz48XTo0KFI2bi4OJYsWcL+/fuxWCzcdtttTJ48maZNm5a6T1Kx4s5f4s2YNE5m2Pa2sjPA2NZujGrpqnSwIiIiUuPU+IDizJkzzJw5k5iYGFxdXXnttdd46KGHylzvoUOH8Pf3Z8KECUXOtW/fHoBz584xfvx4UlNTeeyxx7jppptYvXo1L7/8MjNmzOC+++6zXnP48GHGjRuHk5MTjz32GG5ubnzzzTdMnDiRRYsWFVh92bFjB8899xz+/v6MGjWKvLw8IiMjefrppwkPD6dx48Zl7p+Un9w8C2H70/l0fwZ5Nl7byN2OGV08uVXpYEVERKSGqtEBRVRUFAsWLCA9PZ1u3brxxhtv4OfnV+Z68/LySEhIoFevXtx///1XLRcWFkZSUhLLli2zBhkDBw5kzJgxzJ8/n6CgIFxcXAAICQkhJyeHiIgIAgMDAbjvvvsYPnw4s2fPJjIyEoPBgMViYc6cOXh5ebF8+XK8vLwA6Nu3L8OGDSMkJISQkJAy91HKx5G0XKbFpBKfYns62EebuhDc1h1ne61KiIiISM1VI1PInD17lhdeeIH33nsPi8XCq6++ysKFC8slmAA4fvw42dnZNGvW7KplzGYzGzZsoF27dtZgAsDJyYmhQ4eSkpLC5s2bATh//jxbtmyhT58+1mACLj87Y9CgQRw+fJi9e/cCEB8fT2JiIgMGDLAGEwANGjSgb9++bN26lXPnzpVLP6X0LBYL3yRkMDz6gs3BRF0nIx/19OLVjh4KJkRERKTGq3EBxdq1axk2bBhbtmyhc+fOrFixgsGDB5fraxw8eBDAul8hKysLs9lcoExiYiIZGRm0bdu2yPW33norAHv27AGwBgsllc0vk39Nu3btipRt27YteXl5xMfH294pKTfnMs0E//dPZu8ykW2+dvkr3RXgxNf3+NCzvp4tISIiIrVDjbrl6aWXXuLXX38FLt8CNGTIEE6fPs3p06dLvO5a2aEK++OPPwDYunUrISEhnD59GgcHB3r06MGUKVMIDAwkOTkZgPr16xe5Pn8z+KlTpwCuq+zJkyeBy3tCgGJXWwrXW5KsrKxrlimtbLOF7GxbdwvUDj8n5TA7LpM/L9mWDtbVHqbc6sr9gQ4YyCU7u4IaKMW6dOlSgX+letC4VF8am+qpssbFzghZWbbfynu9nJ2dK6xuqRo1KqDIv4UIIDo6mujo6Ou6buvWrTa9zqFDhwDYvXs3o0ePxtvbm7i4OL7++mt2795NeHg4JpMJwLpH4kr5b5T8Sb0tZdPTL6cbdXV1vWrZzMzMa/bh1KlTRVZVykuuwY6kjDxsm1LXbBlmCD/uwMbztr9lWrmbea7xJfzsM0k6UwGNk+t27rxuF6yONC7Vl8ameqrocbE3GrF3zsNiKf9Pejs7O2WsrIVqVEBRWU+87t+/P61ateLJJ5+0TuL79OlDu3btePXVVwkNDeWOO+4AKPHNZjQar1km/1zhssVdU7hsSQICAq5ZprSyzRby0m+cFYpdF3J5Z2cGpzNt67O9AZ5p6cwTzZyw00PqqtSlS5c4d/4c9erWw8FBGbWqC41L9aWxqZ4qa1zsjNDA3a7C6pfap0YFFGPHjq2U17ky3euV7rrrLvz8/Ni6dSv9+/cHILuYe1fyVxvc3d2Bv1YbirsNqSxlS1Khy4m5FpxyK24ptLq4lGdhSXw6nx/MsHk1prG7kZndvGjlrQ/i6sTBwQEnJ8eqboYUonGpvjQ21VNFj4sdBpyda9QUUapYjduUXdV8fHzIyMiwrgDk73m4UuF9EPll8/dSXCn/WGnKSsVJTM1l1MaLfFaKYOIB31w+vdNDwYSIiIjcEBRQFJKSksITTzzB1KlTi5zLzc3l+PHjNGjQgEaNGuHu7m7NznSl/GP5mZratGmD0Wi0ZnAqrmx+6tn8TFDF1btnzx4MBkOx2aKkfORZLEQeymBk9AUO/GnbKsxNzkY+7ObG6IaXcLLTLU4iIiJyY1BAUYi3tzdms5lffvmFffv2FTj32WefYTKZGDBgAPb29vTr14+dO3cSFxdnLZOdnU1kZCQ+Pj707NkTgLp169K1a1eio6Ot2ZzgcvASFRVFixYtuOWWW4DLwUejRo2Iiorizz//tJY9ceIE0dHR9OrVC29v7wr8Cdy4kjPNPPdrCh/EmbA1iVW/QCci7/Gh201alRAREZEbiyElJeVGStZzXbZv305wcDCOjo4MGTIEX19fYmNjiY6OpnPnzixcuBB7e3vOnTvHyJEjycrK4oknnsDHx4fVq1ezf/9+Zs6cSb9+/ax1JiQk8PTTT+Pq6sqwYcNwdHTkm2++ISkpiUWLFtGxY0dr2W3bthEcHExgYCCPPvooOTk5fPXVV+Tk5LB8+XIaNWpUBT+Vv2TlWjiRXrv2UPz7RBbv/Z5Gqo3pYN3sDbza0YP7GzphMBjIzs7hdNJp/Ov7677jakTjUj1pXKovjU31VFnjYoeBJl7aQyHXTwHFVezfv5+wsDB27txJZmYmAQEB3HfffYwYMQInp78eSnby5Ek+/vhjtm3bRm5uLs2aNWPMmDHWLFBXOnjwIJ988gm7du3CYDDQunVrJkyYUOxD7GJjY1m6dCn79u3DxcWFDh06MGnSJJo0aVKh/b4etSmgMF3KY/bONH44bvuDITrXc2B6F0/qu/6VCUMfwtWTxqV60rhUXxqb6kkBhVRXCijEZrUloNh+Noe3YlNJsjEdrIMRJrVxZ3gLF4yF0sHqQ7h60rhUTxqX6ktjUz0poJDqSr8tcsPJMVsIjU/n73/YnsGpmacdM7t60UJ/aEVEREQABRRygzn0Zy5vxqbyh40ZnAzA8BYuTGzjrgxOIiIiIldQQCE3hDyLhRWHMvl4r4lLNmZw8nMxMr2LJ11u0rK/iIiISGEKKKTWS8ow8/b2VGLPXrL52vsbOjG1gwcejsqwLCIiIlIcBRRSq204nsX7O9Mw2ZgO1sPBwGu3edC/gXMFtUxERESkdlBAIbVSak4e7+9M418nbE8H2+0mB97q7InfFelgRURERKR4Ciik1tmWnMPbsakkZ9m2WcLRCM+1defxZkXTwYqIiIhI8RRQSK2RbbawaK+Jrw5l2nxtSy973unqSTNPvSVEREREbKHZk9QKB1Iu8WZMKolpZpuuMwBPtnRlQhs3HIxalRARERGxlQIKqdHMFgtfHMxgcXw6uTY+pc7f1ciMLp7cVk/pYEVERERKSwGF1Fin0s28FZvK7+dtTwc74GZnXu7gjruD0sGKiIiIlIUCCqlxLBYL645lMXeXiXQblyW8HC+ng70nUOlgRURERMqDAgqpUVKy83j39zSiT9meDraHryPTOntwk4vSwYqIiIiUFwUUUmNsOZPN9O1pnLMxHayTEYLbufNoUxcMSgcrIiIiUq4UUEi1l5Vr4aM9Jv6RaHs62Fbe9szs6kljD/2qi4iIiFQEzbKkWtt38RJvxqZyxMZ0sEZg1C2ujG2tdLAiIiIiFUkBhVRLuXkWPj+YwdJ96ZhtTAcb6GZkRhcvOtR1qJjGiYiIiIiVAgqpdk6km5kWk0rcBdvTwQ5q5MyL7d1xUzpYERERkUqhgEKqDYvFwuqjWcyLM5FhYzpYb0cDb3TypE+AUwW1TkRERESKo4BCqoWL2XnM2pHKT6dzbL72zvqOvNnJk7rOWpUQERERqWwKKKTKbT6dzTs70jifbVs6WGc7mNLOg8FNnJUOVkRERKSKKKCQKpOZayFkt4nvDtueDvbWOvbM6OJJI6WDFREREalSmo1Jldhz4RLTYlM5ZrItHaydAZ5u5caYW1yxVzpYERERkSqngEIqVW6ehU8PZLB8v+3pYG92t2NGF0/a+igdrIiIiEh1oYBCKs0xUy5vxqSy92KuzdcObuLMlHYeuNhrVUJERESkOlFAIRXOYrGw8nAWH+5OI8u2O5zwcTIwrZMnd/orHayIiIhIdaSAQirU+aw8Zu5I5Zck29PBBvk78kYnT+o4KR2siIiISHWlgEIqzE+nspm5I5WUHNs2S7jaG3ipvTsPNlI6WBEREZHqTgGFlLv0S3nMjzMRdTTL5mvb+zgwo6snDdzsKqBlIiIiIlLeFFBIudp1/hLTYv/kZLptD6mzM8C41m481VLpYEVERERqEgUUUi5y8yws3ZfOZwcysC2UgMYedrzTxZPWdZQOVkRERKSmUUAhZXYk7XI62H0ptqeDfbyZC8/d6o6z0sGKiIiI1EgKKKTULBYL/0jM5KPdJrJtXJao52zkrc4e9PBTOlgRERGRmkwBhZTK2UwzM7ansSXZ9nSwfQOdeK2jB95KBysiIiJS4ymgEJutPZrJS1tT+NPGdLBu9gZe6eDOAzcrHayIiNROZfl0M2C4fL3hcj35deV/ZFrswNneiKMdOBkN1nIFXrfAsYJlrOWKue7KMsqNIrZSQCHXLSXbzPhNF/nniWybr72trgPTu3gSoHSwIiJV7lrzRQNgZzRgNBQte+WkF+DKtebC3xUVnrwWd8yQ/1+FJ7nXmPQWnmwX16f8L6+KP1d8PcW+XoFzBess7vWL1F3i617/7D0rKxeDYx4N3OxwdtYUTqoP/TbKdYk+mcXI6Auk59q2KmFvgAlt3BjZ0hU7rUqISCHXM7EtXb2VP+m9sr1F/i1msvpXewwlnLt2PRUx6c12zMUhFRq4G3F2tteqcjVisdj2OSxSGRRQyDX9fCqbl7emYOuOh6aedszs4klLb6WDldqtLJNe6/VXucWhyOsU962tdWJ4lUkvJU9Ey3vSW9yxAtf8739y7I0YXIwEuhlxcrIvvo3F1X2119Ckt9wYDQaw5GEwGPRzFZFrUkAhJcqzWAjZnYYpx0ITDyNHTHmkXrr2tyNPNHdh8q3uONnpg6i6qOpJb3nc13utie/VJr05RiMWFyN+LkYcneyuPiEt0pGi3/QWe50Nk97C7byRGXMNOGDGyc6g1NEiIjWYAgopUdz5S/zxZy51nIwYjQYauhs4kJLL1e588nMx8nZnT7r6Opbq9coypbjaLQ6VOenNsRjJdjJSx8mI8/+yWBXXp/K+r1eT3pJlWQykYMbdwYCzo7KLiYiIlCcFFFKi89l5XMqzWFcaHIwGmnnaceBPc5Gygxo7M6urF3UKT6QLTIgLTnwrczNbZcgyGEg3mvFxMuDsrA3oIiIiUvspoJAS1XUy4mA0kG0Gl//9trjYG/FxyuNC9uVlCgPwRicPXurgWXUNFREREZEqobV/KVH7ug608LLnYnZegcwSgW52OBrBwQjd/RyZ0t6jClspIiIiIlVFAYWUyGgw8EI7D9wdDZzOyCMz10KexUKOGTwcDDRwM/K3jp6XM4KIiIiIyA1HAYVcU1CAEx/2qMOtPg6k51o4k5lHeq6F9nUdCenpQ1CAU1U3UURERESqiPZQyHUJCnCil78jcecvcT47j7pORtrXddDKhIiIiMgNTgGFXDejwUDHeqVLBysiIiIitZNueRIRERERkVJTQCEiIiIiIqWmgEJEREREREpNAYWIiIiIiJSaNmVfB7PZzIQJE9i1axfbtm0rcC4pKYnQ0FBiYmIwmUw0b96cUaNG0bt37yL1JCQkEBoayu7du8nOzqZNmzaMHz+eDh06FCkbFxfHkiVL2L9/PxaLhdtuu43JkyfTtGnTCuuniIiIiIittEJxHT777DN27dpV5Pi5c+cYP348mzZtYuDAgTz//PPk5uby8ssvs2HDhgJlDx8+zLhx44iPj+exxx5jwoQJnDlzhokTJ7Jjx44CZXfs2MHEiRM5c+YMo0aN4qmnniI+Pp6nn36aI0eOVGRXRURERERsohWKa9i7dy9hYWE4OjqSk5NT4FxYWBhJSUksW7aM9u3bAzBw4EDGjBnD/PnzCQoKwsXFBYCQkBBycnKIiIggMDAQgPvuu4/hw4cze/ZsIiMjMRgMWCwW5syZg5eXF8uXL8fLywuAvn37MmzYMEJCQggJCam8H4CIiIiISAm0QlGCjIwMpk2bRo8ePWjbtm2Bc2azmQ0bNtCuXTtrMAHg5OTE0KFDSUlJYfPmzQCcP3+eLVu20KdPH2swAeDt7c2gQYM4fPgwe/fuBSA+Pp7ExEQGDBhgDSYAGjRoQN++fdm6dSvnzp2ryG6LiIiIiFw3BRQlmDdvHiaTiddff73IucTERDIyMooEGgC33norAHv27AGwBgsllc0vk39Nu3btipRt27YteXl5xMfHl6Y7Ukns7OyquglSDI1L9aRxqb40NtWTxkWqI93ydBUbN25kzZo1zJ07l7p16xY5n5ycDED9+vWLnPP19QXg1KlT11325MmTAJw5cwYAPz+/a9Yr1Y+zs7M2zldDGpfqSeNSfWlsqieNi1RXWqEoRnJyMrNmzeLBBx8kKCio2DImkwnAukfiSs7OzgBkZWXZXDY9PR0AV1fXq5bNzMy8/s6IiIiIiFQgBRSFWCwWpk+fjoeHBy+++GKJ5a78tzhGo/GaZfLPFS5b3DWFy4qIiIiIVDXd8lTIihUriI2NZe7cueTk5FgzO+Xm5gKQkpKC0WjEzc0NgOzs7CJ15K82uLu7A3+tNuQfL6+yIiIiIiJVTQFFIb/88gsWi4WXX3652PP9+/fH39+f+fPnA3/tebhS4X0QAQEBwF97Ka6Uf6y4si1atCixrIiIiIhIVVNAUUhwcDBpaWlFjoeEhHDo0CEWLVqEk5MTjRo1wt3d3Zqd6Ur5x/IzNbVp0waj0ciePXsYMmRIsWXzU8/mZ4Lau3cvd9xxR4Gye/bswWAwFJstSkRERESkKiigKKR169bFHvf09ASgW7du1mP9+vVj1apVxMXFWQOC7OxsIiMj8fHxoWfPngDUrVuXrl27Eh0dzdixY63PokhJSSEqKooWLVpwyy23AJeDj0aNGhEVFcXjjz9ufRbFiRMniI6OplevXnh7e1dI30VEREREbGVISUm5+o5hsZowYQI7duxg27Zt1mPnzp1j5MiRZGVl8cQTT+Dj48Pq1avZv38/M2fOpF+/ftayCQkJPP3007i6ujJs2DAcHR355ptvSEpKYtGiRXTs2NFadtu2bQQHBxMYGMijjz5KTk4OX331FTk5OSxfvpxGjRpVZtdvWGazmQkTJrBr164C416c/N+PkoSGhtK5c2fgcjavJUuW8NNPP3Hu3Dl8fHwICgpi4sSJ2iNzDbaMC8ClS5f4/PPPWb9+PUlJSXh4eNCjRw8mT57MTTfdVKTur7/+mlWrVnH69Gl8fHy49957GTNmjDXLmlxdRY5NSkoKy5YtY/PmzZw9exZ3d3c6d+7M+PHjady4cQX1qHaoyHEp7OOPP+bzzz8v8PdOilfR47JlyxYiIiLYv38/dnZ2tG7dmgkTJliffyVSnhRQXKfiAgq4/PyIjz/+mG3btpGbm0uzZs0YM2ZMkduVAA4ePMgnn3zCrl27MBgM1jd3cQ+xi42NZenSpezbtw8XFxc6dOjApEmTaNKkSYX1UQpavnw5S5YsAbjmH/vffvuNCxcuFDl++vRpFi9eTGBgIBEREXh4eJCbm8vYsWPZu3cv/fv3p1OnTuzbt481a9bQvHlzli9fjpOTU4X0qTawZVwApk6dyk8//USPHj3o1asXJ06c4JtvvsHHx4eIiAjq1KljLfvee+/x/fffc/fdd9O1a1cOHDhAVFQUt99+OwsWLMBgMFRYv2qDihqb7OxsRo0axeHDhxkwYABt2rTh1KlTfPfddwCEhYXRrFmziutYDVeR75kr7dixg0mTJpGXl6eA4jpU5LhERUXx7rvv0qxZMwYNGkRmZiaRkZGYTCaWLl1KmzZtKqxfcmPSLU/XafHixcUeDwwM5N13372uOlq2bElISMh1le3SpQtdunS53uZJOdu7dy9hYWE4OjpaM32V5Pbbby9yzGw2M378eJycnJg9ezYeHh4AbNq0ib179zJ48GD+9re/Wcv7+fmxdOlS1q1bx+DBg8uvM7WIreOyb98+6wfwggULrMdbtGjB9OnTWbFiBZMnT7bW/f333/Pwww/z2muvWcsGBATwySef8OOPPxZYdZSCKnJsvvrqKxISEnjttdd4+OGHrWXvueceRo8ezaJFi/jwww/Lv1O1QEWOy5XS0tJ4++23sbe3v67XudFV5LgkJyczb948WrVqxZIlS6yrq3379uXxxx9n8eLFfPTRRxXTMblh6YEGIoVkZGQwbdo0evToUaYN8JGRkcTFxTFq1ChatmxpPX7s2DEA7rzzzgLl+/TpA8CBAwdK/Zq1WWnGxZaf9dq1awEYPnx4gbJDhw7FycnJel6Kquix+e2333BwcODBBx8sULZVq1Y0bdr0mrcb3qgqelyuNHv2bPLy8vRlyHWo6HFZv349WVlZBAcHF7hVs2HDhgQHBxf7BZhIWSmgEClk3rx5mEwmXn/99VLXkZKSwqeffkrDhg0ZOXJkgXP5e2ASExMLHD969CgAvr6+pX7d2qw045J/i+DVftZX3ne8Z88ePD09ufnmmwuUdXZ2plmzZsVmdJPLKnps3nnnHcLDw7GzsytQ1mKxcPHiRT3s8yoqelzyrV+/nn//+99MmzZNe8CuQ0WPS2xsLO7u7nTo0AG4/Byt/OdYPf7440W+NBEpD7rlSeQKGzduZM2aNcydO5e6deuWup6IiAjS0tJ49dVXcXR0LHCud+/eBAUFER4eTr169bjttts4dOgQ8+fPx9fXl0GDBpW1G7VOacelZcuWPPbYY3z33Xc0btyYXr16cfr0aebMmYObmxtPPPGEtWxycjL169cvth5fX1/i4+MxmUyaMBVSGWNTr1496tWrV6SOf/7zn5w7d47evXuXS19qk8oYF7i8j3Du3LkMHTqUbt26sXPnznLuSe1SGeNy5MgR6tevT2JiIh999BGxsbGYzWaaNWvGs88+W+weT5GyUkAh8j/JycnMmjWLBx98kKCgoFLXk5mZSVRUFA0bNqRv375FztvZ2TF27FiOHTvG22+/bT3u4+NDaGhosROnG1lZx2XYsGEcOHCAefPmMW/ePABcXFwICQkpsJHXZDIVWZ3Il3/bQGZmpgKKK1TW2BQnISGBuXPnYmdnx9NPP12q9tdWlTUuZrOZt99+Gz8/PyZNmlRu7a+tKmtcUlNTARg3bhx33nknM2fO5OLFi0RERPDSSy/x/vvvW2+VEikvCihEuHzrxPTp0/Hw8ODFF18sU10bNmwgLS2NSZMmFblFA2D79u0EBwfj4ODA+PHjad68OceOHeOLL75g/PjxLFq0qMCeixtZWcclMTGRcePGkZWVxYgRI2jfvj3Jycl8+eWXBAcH88EHH1ifLWOxXD3hXf453Vrzl8ocm8IOHDjA888/T1paGlOnTr3q84NuRJU5LuHh4cTHxxMeHq7MdNdQmeNy6dIlkpOTeeyxx3j55ZetdfTu3ZvHH3+cefPmERQUpKx1Uq4UUIgAK1asIDY2lrlz55KTk2PNupGbmwtc3hNhNBqtDzgsSXR0NPb29lfNCBQaGkpubi6hoaEFUgb37t2bESNGMGvWLD7//PNy6FXNV9ZxCQ8PJzU1lVmzZhUYj/79+zN06FCmT5/OqlWrcHBwwNXV1XqfcWH5x7U68ZfKHJsr/frrr7zxxhtkZGTw0ksvMWTIkArqYc1UWeNy4MABli9fzvDhw/H19SUlJQX4671iMplISUnB09NTgTiV+35xdnYmPT2dxx9/vEAdvr6+9O7dmx9++IEjR44oDb2UKwUUIsAvv/yCxWIp8G3Olfr374+/vz9RUVEl1mMymdixYwc9evS46gfDH3/8QePGjYs8f6RRo0Z06tSJLVu26F79/ynruPzxxx+4ublxzz33FDju7e1Nnz59WLlyJYcPH6Zly5YEBARw5syZYutJTk7G29tb38JeoTLHJt93333HBx98gNFoZMaMGdx7773l16FaorLG5b///S9ms5mIiAgiIiKK1PPKK68AsGrVKgICAsrYq5qvMt8vfn5+JCYmFrtHI/+YyWQqY49EClJAIQIEBweTlpZW5HhISAiHDh1i0aJF1zWZ3LNnD5cuXaJ79+5XLePg4EBeXl6x5/KPl3T7zY2krOPi6OiIxWLBbDZjb1/wz13hMWjbti379+/n5MmTBAYGWo9nZWWRkJBQ4pjeiCpzbODysyg+/PBDPD09mTNnDp06dSp7J2qhyhqXBx54gI4dOxa5ft26dfzwww8EBwfTokWLMiW3qE0q+29ZYmIihw4don379gXOnThxAgB/f//SdkWkWAooROCq92DnrzJc7V7uwvbt21difQB33HEHP/zwA1u2bKFHjx7W43/88Qe///47bdq0sT4E70ZX1nG544472L9/P1FRUTzyyCPW42fPnmXjxo3Uq1ePpk2bAnDffffx7bffEhERUeDBdpGRkeTk5PDAAw+UtTu1SmWOzZYtWwgJCcHLy4vFixfrqdglqKxxsbe3LxB458vP8tSqVSs9KfsKlfl+GThwIKtXr2bZsmWEhIRY9/IlJCSwefNmOnfurOQfUu4UUIjY6OTJk8TFxREYGFjk25/8nOAlffszefJkduzYwSuvvMKgQYNo0aIFx48fZ+XKldjb2/Pqq69WaPtrq+LGZcSIEWzatIm5c+eyZ88eOnToQHJyMitXrsRkMjF37lzrt33t27dnwIABfP/996SmptK9e3fi4+NZtWoVvXr1UlaUMijr2MyfPx+LxUKvXr04ePAgBw8eLPIa999/f6X2qTYo67hIxSjruHTo0IHhw4fz5ZdfMm7cOO6//34uXLjA119/jZOT01VvuxIpC/1VELHR77//zowZM3jggQeKBBT5GxNLWmHw9fXls88+IywsjJ9//pmVK1fi5eXFHXfcwdixY60PvhPbFDcubm5uLF26lPDwcP7zn//wz3/+E1dXVzp06MCYMWO49dZbC9Txf//3fzRo0IA1a9awadMmfH19GTNmDE899ZQyopRBWcYmKSnJGqivXbv2qk8sV0Bhu/J4z0j5K49xCQ4Opnnz5vzjH/9gwYIFODs707VrVyZMmEDjxo2roFdS2xlSUlJ0s7aIiIiIiJSKcrmJiIiIiEipKaAQEREREZFSU0AhIiIiIiKlpoBCRERERERKTQGFiIiIiIiUmgIKEREREREpNQUUIiIiIiJSagooRERERIQ9e/bQvXt3tm/fXqZ60tLSWLBgAYMGDaJXr14MGTKEpUuXkpWVVU4tlepGT8oWERERucEdO3aMqVOnkpeXV6Z6TCYT48aN4+jRowwePJimTZuybds2wsLCSEhIYPbs2eXUYqlOFFCIiFSypUuXEhYWVuS4vb093t7e3HrrrYwcOZL27dtXQeuK2r59OxMnTuSZZ55h3Lhxparj3LlzuLm54eLiAsD06dNZt24dq1atIiAgoDybKyI22rhxI7NmzSI1NbXMdS1dupSEhARmzZpFv379ABg8eDAzZsxg7dq17N69m3bt2pX5daR6UUAhIlJFHn74YTp27Gj9/9zcXE6fPs13333H+PHjmT9/Pj169Ki6BpaT9evXM2fOHFasWGENKB5++GG6detGnTp1qrh1Ije2KVOm8Ouvv9KkSRO6d+/Ov/71r1LXlZ2dzZo1a+jcubM1mMg3YsQIfH19sbfX1LM20qiKiFSRdu3acf/99xc53rt3b5566ik++uijWhFQxMTEkJGRUeBY+/btq80KjMiN7MiRI0yaNIknnniCzz777Krljh49yrJly4iJicFkMlG/fn369evHqFGjcHZ2BmD//v2kp6dz5513Wq/LyMjA2dmZpk2bMmHChIrujlQRBRQiItVMq1ataNq0KQkJCaSmpuLp6VnVTRKRWurrr7/G0dGxxDJ79+7l2Wefxc3NjSFDhlCnTh12795NeHg427ZtIzQ0FCcnJw4fPgyAr68v4eHhfPvtt5w9exYXFxf69+9PcHAw7u7uldEtqWQKKEREqiGj8XISPrPZDMDhw4dZvnw5sbGxpKam4uvrS58+fRgzZkyBgGPQoEE0aNCAkSNH8vHHH3PkyBHq1KlD//79eeaZZ6zfJJ46dYqHHnqIBx54gLfeeqvAa1/v/oaNGzeycuVK9u/fj8lkwt3dnXbt2jF27Fhat25tbc/p06cBeOihh+jUqROLFy8u9jXMZjPffvstq1ev5tixY9jb29OqVStGjhxJz549ra+7du1aZsyYweLFi9m8eTP/+te/uHjxIgEBATzyyCMMHTq0rD9+kRvGtYIJi8XCO++8g7u7O3//+9/x8vICYMiQIXTq1IlZs2bx9ddf8+STT5KWlgbAsmXLMJlMPPXUU9x00038+uuvREVFkZCQwJIlS3BwcKjwfknlUkAhIlLNnDlzhqNHj+Lv70+dOnX4/fffef7557G3t2fw4MH4+/uze/duvvrqK3755RfCwsIK7EU4cuQIL730Evfccw+DBg1i+/btREREEBcXx+LFi63BSllERkYyf/58OnfuzDPPPIODgwP79u1j3bp1xMXFsXr1alxdXZkyZQorVqxg586dTJkyhaZNmxZbX15eHq+++iqbNm2ic+fOTJ48mfT0dNatW8cLL7xAcHAww4cPL3DNjBkzcHFxYdiwYdjb2/Ptt98yf/583NzcGDhwYJn7KCJw6NAhEhMTGTx4MBaLhZSUFOu5O++8EycnJ3766SeefPJJcnJyAEhOTuarr77C398fgLvvvhsPDw9WrFjBunXreOihh6qgJ1KRFFCIiFSRjIyMAh/OOTk5HDp0iMWLF5OTk8MzzzxDXl4eM2fOxGKx8Omnn9KkSRPg8reDt912G++++y4LFy5k2rRp1nrOnj3LhAkTGDNmjLXs/PnziYyMZP369QwYMKBM7TabzXz66afccsstLFq0CDs7O+s5Dw8P/v73v/Pbb79x11130adPH37++Wd27txJUFDQVVc8NmzYwKZNm3jggQeYNm0aBoMBgKFDhzJ69GgWLVpEUFAQDRo0sF7j5ubGZ599Zv22s0+fPjz44INERUUpoBApJ0ePHgVg5cqVrFy5stgyp06dArAmXejdu7c1mMj36KOPsmLFCrZt26aAohZSQCEiUkU++OADPvjggyLH69Wrx9SpUxk4cCD79u3j+PHjPPjgg9ZgIt+gQYP44osv2LhxI6+//rp1Yu/u7s6IESMKlB09ejSRkZFs3LixzAGFnZ0d69atIzMzs0AwkZmZac3gUngT9rX8+OOPAEyYMMEaTMDloGH06NG89dZbREdH8+STT1rP3XPPPQVunfDz88PHx4fz58+Xql8iUlT+cykeffRRgoKCii2T/7738/MDoG7dukXK5B8zmUwV0UypYgooRESqyIgRI+jevbv1/x0cHKhXrx4NGjSwTqpPnDgBUOytQgaDgSZNmnD8+HFSUlKsH9gNGzYscl90nTp18PT0tNZXVg4ODuzcuZMff/yREydOcPLkSZKSkrBYLADWf6/XyZMncXNzs05IrtSsWTPgr29B8xU3aXF0dCzzg7lE5C9Xrip269atwLm8vDyio6MJDAwEoG3bthgMBg4dOlSknuPHjxepT2oPBRQiIlWkadOmRT6gr+bKb+2vlD95vjKAuNomS7PZXGBF4WryN4KX5L333uP777+nSZMmtG3blp49e9KyZUuOHj3KnDlzrnl9YRaL5ap9zG9P4X6Vx14QESlZ69at8ff3Z+3atQwbNqzAbYfff/89s2fPZsiQIbRu3Ro/Pz+6detGTEwMO3bsoFOnTtayn3/+OQD9+/ev9D5IxVNAISJSjeV/85eQkFDknMVi4ciRI7i5ueHh4WE9fvz48SIT9LNnz5Kens7NN98MYA0ssrOzi9R7rVuGdu7cyffff8+9997LjBkzCrzO7t27bejdXwIDAzly5AhnzpwpskqRmJgIUOzqhYhULDs7O15//XVefPFFnnzySQYPHkyDBg2Ij49nzZo1NGjQwLpfC2Dq1KmMHTuWF154gSFDhhAQEMAvv/zCli1bGDhwYIEgQ2oPfb0jIlKN3XLLLQQGBrJhwwZrjvd8a9as4cSJE9x9990Fjl+4cIH169cXOLZ8+XIA7r33XgC8vb1xcHDgwIEDBVYkjh8/TlxcXIltyt9I3qxZswLBREpKCqtXrwYuP/U7X/5KQkm3QfXt2xeAxYsXFyiXmZlJREQEdnZ29OnTp8R2iUjF6NatG59++indunVjzZo1zJ07l5iYGB555BGWLl1KvXr1rGUbNmzI559/Tr9+/Vi/fj0hISEkJSUxZcoU3njjjSrshVQkrVCIiFRj+d8OTpkyhTFjxjB48GACAgLYu3cv69atw9/fn8mTJxe4xt7ennfffZf4+HiaNGnC1q1b2bRpE3369OGuu+4CwMnJif79+1vTsvbt25fk5GS+++47AgICigQvV+rYsSNeXl6Eh4eTkZFBYGAgJ0+eZM2aNdYNl1duvMzf6/DFF1/QvXv3YgOD+++/n//85z+sW7eOpKQkgoKCyMzMZO3atRw/fpxnn33WulojIhVj3LhxjBs3rthzLVu25P3337+uevz8/HjzzTfLs2lSzSmgEBGp5rp06cKnn37K8uXLWbNmDenp6dSvX5/hw4czevToArc7Adx000387W9/Y8GCBURFReHv78/zzz/PsGHDCpR75ZVXcHd3Jzo6mh07dtCoUSOee+450tLS+PDDD6/aHm9vbxYuXMjHH3/MypUruXTpEr6+vtx9990MHz6cRx99lC1btlgzTT3yyCNs376dNWvWEBMTU2xAYWdnx9y5c4mMjGTdunUsWrQIZ2dnWrduzcsvv0yPHj3K/oMUEZEKYUhJSbEtFYeIiFRbgwYNAiAqKqqKWyIiIjcK7aEQEREREZFSU0AhIiIiIiKlpoBCRERERERKTXsoRERERESk1LRCISIiIiIipaaAQkRERERESk0BhYiIiIiIlJoCChERERERKTUFFCIiIiIiUmoKKEREREREpNQUUIiIiIiISKkpoBARERERkVL7/+tZzh5ttwTsAAAAAElFTkSuQmCC", - "text/plain": [ - "
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" ] }, "metadata": {}, @@ -14684,22 +17964,15 @@ } ], "source": [ - "# Generate a regression plot\n", - "sns.regplot(x='Population', y='No. of Cases (Lab Confirmed)', data=merged_top10)\n", - "\n", - "# Add labels and title\n", - "plt.xlabel('Population')\n", - "plt.ylabel('No. of Cases (Lab Confirmed)')\n", - "plt.title('Regression Plot: Population vs. No. of Cases (Lab Confirmed)')\n" + "# Plot the bar chart for Initial and Revised Budgets\n", + "dfBudget.plot(x='states', y=['Initial_budget (Bn)', 'Revised_budget (Bn)'], kind='bar', figsize=(12, 6))\n", + "plt.xlabel('States')\n", + "plt.ylabel('Budget (Bn)')\n", + "plt.title('Initial and Revised Budgets of States')\n", + "plt.xticks(rotation=90)\n", + "plt.legend(['Initial Budget', 'Revised Budget'])\n", + "plt.tight_layout()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3c3cd4d3", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/Realgdp_cases.csv b/Realgdp_cases.csv new file mode 100644 index 00000000..e8d780eb --- /dev/null +++ b/Realgdp_cases.csv @@ -0,0 +1,8 @@ +Year,Q1,Q2,Q3,Q4 +2014,15438679.5,16084622.31,17479127.58,18150356.45 +2015,16050601.38,16463341.91,17976234.59,18533752.07 +2016,15943714.54,16218542.41,17555441.69,18213537.29 +2017,15797965.83,16334719.27,17760228.17,18598067.07 +2018,16096654.19,16580508.07,18081342.1,19041437.59 +2019,16434552.65,16931434.89,18494114.17,19530000 +2020,16740000,15890000,17820000,0 \ No newline at end of file diff --git a/budget_cases.csv b/budget_cases.csv new file mode 100644 index 00000000..8cd642c9 --- /dev/null +++ b/budget_cases.csv @@ -0,0 +1,38 @@ +states,Initial_budget (Bn),Revised_budget (Bn) +Abia,136.6,102.7 +Adamawa,183.3,139.31 +Akwa-Ibom,597.73,366 +Anambra,137.1,112.8 +Bauchi,167.2,128 +Bayelsa,242.18,183.15 +Benue,189,119 +Borno,146.8,108.8 +Cross River,1100,147.1 +Delta,395.5,282.3 +Ebonyi,178.4,131.8 +Edo,179.2,128.8 +Ekiti,124.5,91.1 +Enugu,169.56,146.4 +Gombe,130.83,107.4 +Imo,197.6,108.3 +Jigawa,152.92,124 +Kaduna,259.25,223.6 +Kano,200,138 +Katsina,244,213 +Kebbi,138,99.6 +Kogi,176,102 +Kwara,160,120 +Lagos,1680,920.5 +Nasarawa,108.4,62.96 +Niger,155,98 +Ogun,449.9,280 +Ondo,187.8,151.4 +Osun,119.6,82.2 +Oyo,213,174 +Plateau,177.3,122 +Rivers,530.8,300.4 +Sokoto,202.4,153 +Taraba,215,150.5 +Yobe,108,86 +Zamfara,188.5,127.3 +FCT,278.78,199 \ No newline at end of file diff --git a/comfirmed_cases.csv b/comfirmed_cases.csv new file mode 100644 index 00000000..7c16e250 --- /dev/null +++ b/comfirmed_cases.csv @@ -0,0 +1,290 @@ 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Territory,Australia,-35.4735,149.0124,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,3,4,6,9,19,32,39,39,53,62,71,77,78,80,84,87,91,93,96,96,96,99,100,103,103,103,102,103,103,103,103,103,103,104,104,104,104,105,106,106,106,106,106,106,106,106,106,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,111,112,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,116,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,120,120,120,120,122,122,122,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,129,131,133,152,169,191,207,219,226,245,261,291,300,314,335,361,374,386,398,421,433,451,483,498,509,528,548,563,587,602,617,630,652,665,680,710,725,742,749,765,782,798,817,849,874,893,906,928,959,1011,1063,1101,1129,1162,1190,1231,1271,1296,1326,1358,1386,1437,1483,1518,1538,1571,1588,1612,1636,1664,1677,1701,1710,1719,1731,1741,1749,1759,1768,1775,1780,1788,1803,1816,1822,1840,1853,1866,1884,1893,1902,1917,1928,1943,1953,1965,1971,1996,2013,2027,2042,2053,2072,2087,2095,2103,2110,2117,2124,2130,2134,2142,2146,2153,2159,2165,2167,2175,2179,2179,2196,2197,2200,2204,2210,2222,2242,2260,2278,2291,2307,2365,2450,2552,2694,2765,2942,3186,3311,3559,3564,4010,4919,5323,5323,7054,8021,9553,9429,12300,13248,13248,15834,17378,19908,21174,22396,23761,23761,27618,28510,28472,29240,30634,31366,31941,33071,33933,34418,34976,35520,36031,36474,37023,37426,37875,38143,38432,38698,38698,39613,40113,40538,40946,41380,41755,42163,42720,43246,43768,44100,44651,45086,45662,46591,47247,48187,48670,49088,49541,50214,51244,51916,52944,53607,54149,54683,55321,56474,57278,58021,58687,59305,59881,60654,61857,63148,64219,65341,66267,67243,68257,69571,70659,71683,72571,73344,74017,75421,76537,77714,78696,79515,80229,80964,81821,81821,82970,85177,86102,86887,87634,88543,89510,90567,90567,92330,92330,93713,94486,95625,96854,97825,98760,99485,99485,100927,101899,101899,103220,103220,104941,105739,106705,107769,108830,109879,110846,111599,112407,113368,114564,115688,116905,117882,118728,119548,120638,121713,122718,123655,124477,125220,125828,126633,127556,128440,129263,130085,130664,130664,131938,132735,133582,134286,134286,134286,134286,136860,137664,138407,138919,139894,140519,140519,141660,142629,143656,144597,145457,146264,147096,147942,148996,150123,151113,152199,153012,153939,155047,156472,157678,158826,160133,161158,162259,163404,164870,166162,167863,168983,169928,171071,172245,173590,174957,176165,176165,178225,179112,180333,181294,182701,183592,184636,185348,186138,187087,188191,189191,190198,190917,191473,191457,192138,192994,193557,194215,194705,195115,195621,196098,196642,197094,197561,197883,198193,198480,198866,199292,199673,199919,199919,200357,200570,200828,201089,201338,201579,201789,201956,202107,202308,202543,202737,202895,202895,203199,203320,203476,203613,203786,203786,203680,203680,203680,203680,203680,203680,204471,204397,204397,204397,204397,204397,204397,205128,205128,205128,205128,205128,205128,205128,205752,205752,205752,205752,205752,205752,205752,205752,206285,206285,206285,206285,206285,206285,206938,206938,206938,206938,206938,206938,206938,207667,207667,207667,207667,207667,207667,207667,208495,208495,208495,208495,208495,208495,208495,209414,209414,209414,209414,209414,209414,209414,210609,210609,210609,210609,210609,210609,210609,212092,212092,212092,212092,212092,212092,212092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+New South Wales,Australia,-33.8688,151.2093,0,0,0,0,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,6,6,13,22,22,26,28,38,48,55,65,65,92,112,134,171,210,267,307,353,436,669,669,818,1029,1219,1405,1617,1791,2032,2032,2182,2298,2389,2493,2580,2637,2686,2734,2773,2822,2857,2857,2863,2870,2886,2897,2926,2936,2957,2963,2969,2971,2976,2982,2994,3002,3004,3016,3016,3025,3030,3035,3033,3035,3042,3044,3047,3051,3053,3053,3053,3059,3063,3071,3074,3075,3076,3078,3081,3082,3084,3086,3087,3090,3092,3089,3090,3092,3092,3095,3098,3104,3104,3106,3110,3110,3109,3112,3114,3117,3117,3115,3119,3128,3131,3134,3135,3137,3143,3144,3149,3151,3150,3159,3162,3168,3174,3177,3184,3189,3203,3211,3211,3405,3419,3429,3433,3440,3453,3467,3474,3478,3492,3505,3517,3527,3535,3550,3568,3588,3599,3614,3633,3640,3654,3668,3685,3699,3718,3736,3756,3773,3784,3797,3809,3820,3832,3842,3851,3861,3875,3897,3915,3927,3936,3945,3950,3957,3959,3966,3971,3972,3981,3985,3988,3991,3997,4006,4019,4033,4040,4050,4063,4079,4091,4099,4104,4114,4118,4126,4135,4142,4152,4157,4166,4170,4177,4185,4190,4196,4198,4200,4204,4206,4212,4213,4217,4218,4218,4218,4220,4224,4227,4231,4232,4234,4235,4246,4249,4261,4271,4273,4278,4284,4295,4310,4321,4326,4333,4338,4342,4347,4357,4363,4370,4375,4382,4386,4398,4406,4411,4417,4421,4425,4432,4435,4443,4445,4454,4459,4462,4469,4469,4469,4469,4469,4469,4486,4498,4502,4509,4514,4517,4527,4538,4542,4548,4552,4552,4556,4564,4568,4577,4582,4588,4597,4603,4605,4610,4614,4620,4622,4624,4633,4639,4642,4645,4650,4657,4666,4682,4712,4748,4771,4789,4805,4823,4832,4847,4858,4872,4881,4906,4923,4928,4947,4958,4965,4973,4978,4984,4995,5001,5007,5018,5034,5041,5043,5045,5057,5066,5074,5076,5079,5084,5083,5084,5087,5090,5091,5093,5096,5099,5101,5104,5110,5112,5114,5117,5117,5119,5120,5123,5125,5129,5132,5134,5136,5138,5138,5139,5143,5143,5145,5146,5149,5150,5154,5155,5162,5166,5172,5177,5180,5183,5189,5193,5205,5207,5209,5210,5215,5220,5226,5234,5234,5237,5240,5242,5249,5251,5256,5259,5261,5266,5270,5273,5277,5278,5281,5281,5283,5288,5291,5296,5296,5299,5300,5303,5310,5316,5318,5320,5324,5330,5339,5344,5347,5356,5363,5370,5376,5384,5387,5395,5402,5418,5419,5420,5428,5440,5449,5464,5477,5481,5484,5489,5496,5506,5516,5521,5527,5533,5538,5542,5546,5551,5552,5555,5558,5560,5563,5565,5567,5567,5568,5570,5572,5574,5576,5576,5579,5580,5585,5587,5587,5588,5590,5590,5590,5595,5600,5605,5607,5610,5611,5612,5613,5619,5623,5626,5629,5631,5637,5642,5649,5655,5666,5684,5695,5725,5756,5778,5798,5826,5854,5886,5926,5942,5979,5997,6025,6064,6109,6161,6243,6359,6452,6551,6618,6716,6833,6942,7042,7121,7233,7357,7492,7651,7792,7943,8118,8294,8531,8703,8915,9153,9360,9562,9795,10063,10354,10662,10917,11201,11558,11902,12245,12629,13092,13503,13978,14416,15043,15717,16353,17173,17995,18800,19545,20466,21471,22346,23372,24585,25857,27026,28111,29390,30807,32323,33792,35064,36267,37724,39108,40616,42219,43436,44674,45782,47007,48341,49611,50919,51986,52922,53898,54919,55962,56988,57983,58931,59709,60561,61420,62353,63212,64014,64668,65279,65876,66456,67024,67669,68246,68712,69205,69552,69993,70391,70781,71099,71399,71658,71923,72202,72560,72899,73212,73500,73785,74057,74362,74634,74887,75112,75278,75407,75578,75766,76073,76314,76580,76824,76988,77207,77417,77671,77951,78200,78393,78556,78766,78994,79254,79468,79646,79821,79997,80163,80408,80681,80938,81170,81355,81499,81674,81916,82180,82514,82837,83118,83321,83572,83967,84384,84895,85447,85924,86453,87248,88595,90333,92532,95000,97558,100040,103073,106810,112496,118074,124322,130701,137011,143042,154191,166373,187504,210051,228307,249064,272160,307214,342133,380550,425593,455529,475731,501389,536025,628289,690758,738891,773447,802690,832520,864817,895004,919876,939615,960099,975564,994277,1015495,1033364,1083622,1103219,1121481,1139787,1086483,1098290,1110567,1121265,1129418,1137311,1144748,1154133,1164346,1174476,1183196,1191283,1197969,1197772,1212157,1222461,1232370,1241579,1249104,1254643,1259503,1268170,1277082,1285301,1292781,1299750,1305734,1311556,1320379,1330995,1342280,1351710,1361680,1370440,1379425,1392422,1405566,1421796,1435768,1448586,1461656,1470546,1481203,1511588,1531630,1551598,1570591,1587348,1602275,1623168,1647233,1671995,1695597,1715381,1732801,1749000,1770374,1795558,1817625,1843078,1863375,1880117,1895689,1914764,1938880,1961044,1981387,1998901,2014552,2028020,2043185,2061416,2079216,2094537,2108012,2117659,2128733,2139530,2154919,2172295,2187511,2200063,2211139,2219043,2228872,2241017,2254742,2266604,2278053,2287281,2294900,2304435,2316269,2334360,2345156,2356642,2365484,2373235,2383412,2395359,2407720,2419692,2430624,2439636,2447877,2458811,2471023,2481957,2492007,2501574,2510058,2517185,2525905,2534852,2545751,2554405,2561865,2568373,2574203,2581518,2589877,2597439,2604827,2611404,2616540,2620999,2627377,2635180,2643350,2650858,2657087,2662465,2667026,2672176,2679407,2688494,2696819,2704914,2711234,2717292,2725064,2734519,2743680,2752776,2761005,2768461,2775310,2783915,2794932,2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Brunswick,Canada,46.5653,-66.4619,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,6,8,11,11,11,17,17,17,18,18,33,45,51,66,68,70,81,91,91,91,98,103,105,105,108,112,112,114,116,116,117,117,117,117,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,122,123,126,128,129,132,132,133,135,136,136,136,137,146,147,151,153,154,157,157,160,163,164,164,164,164,164,164,165,165,165,165,165,165,165,165,165,165,165,165,165,165,165,165,166,166,166,166,166,167,168,168,168,168,169,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,174,176,176,176,176,176,177,178,180,180,184,186,186,186,186,186,188,188,189,189,190,190,190,191,191,191,191,191,192,192,192,192,192,192,192,192,193,193,193,193,194,194,194,194,194,194,194,196,196,197,199,200,200,200,200,200,200,200,200,201,201,203,205,222,225,238,258,272,278,284,292,292,297,297,310,313,313,319,322,324,326,328,331,334,337,341,342,343,344,344,344,347,349,350,353,354,355,355,355,356,358,364,367,375,379,388,392,401,424,430,445,450,453,465,477,481,495,501,508,514,520,528,530,534,536,541,542,546,554,555,557,558,559,567,573,573,578,574,578,580,585,587,588,590,592,593,595,596,599,601,611,618,635,662,693,717,735,765,779,800,817,836,859,884,911,947,973,1004,1025,1057,1087,1104,1124,1151,1161,1175,1202,1218,1230,1256,1264,1288,1302,1318,1325,1337,1344,1346,1361,1375,1377,1382,1398,1400,1401,1404,1407,1411,1417,1420,1424,1424,1424,1426,1427,1428,1430,1430,1431,1435,1438,1443,1447,1453,1455,1460,1460,1460,1462,1465,1465,1470,1471,1476,1477,1484,1486,1489,1490,1498,1505,1517,1546,1559,1571,1577,1588,1601,1613,1623,1632,1641,1652,1662,1665,1679,1686,1694,1713,1722,1732,1736,1752,1760,1767,1778,1788,1797,1797,1804,1823,1839,1847,1851,1858,1882,1890,1900,1915,1933,1939,1954,1958,1969,1980,1988,1996,2002,2013,2015,2024,2040,2045,2052,2063,2073,2083,2091,2098,2113,2115,2129,2144,2153,2163,2172,2181,2191,2200,2212,2215,2227,2243,2253,2262,2265,2266,2267,2280,2283,2284,2291,2298,2299,2302,2305,2309,2311,2316,2318,2318,2319,2320,2322,2323,2324,2325,2326,2329,2332,2332,2336,2336,2337,2338,2336,2336,2336,2336,2336,2336,2336,2336,2336,2343,2345,2345,2346,2346,2346,2346,2347,2350,2350,2350,2351,2352,2354,2358,2365,2365,2383,2383,2394,2396,2409,2414,2414,2434,2439,2447,2460,2471,2490,2490,2490,2530,2543,2559,2582,2614,2614,2614,2672,2687,2697,2705,2721,2721,2721,2760,2763,2774,2784,2798,2798,2798,2798,2852,2868,2885,2909,2909,2909,3031,3066,3129,3180,3237,3237,3237,3436,3501,3577,3629,3707,3768,3850,3936,4004,4088,4187,4272,4412,4505,4580,4670,4741,4857,4987,5087,5160,5258,5367,5449,5582,5669,5735,5793,5846,5896,5965,6032,6072,6112,6163,6185,6206,6263,6332,6380,6413,6445,6476,6516,6576,6615,6666,6716,6769,6813,6865,6934,7004,7069,7129,7194,7234,7268,7350,7422,7512,7579,7669,7731,7806,7893,7988,8087,8172,8217,8263,8318,8411,8506,8603,8680,8798,8869,8938,9049,9223,9366,9492,9604,9704,9813,9973,10150,10313,10446,10554,10672,10828,11065,11322,11587,11587,11587,12226,12532,13018,13590,14272,14272,14272,16820,17566,18345,19017,19857,20278,20479,20699,20890,21249,21553,21979,22388,22768,23173,23503,24001,24489,25003,25465,25465,26391,26741,26741,27649,28045,28442,28716,28885,29113,29494,29905,30306,30602,30756,31017,31276,31597,31948,32307,32610,32876,33066,33342,33647,33968,34222,34222,34222,34222,35370,35670,36035,36417,36417,36417,37482,37769,38155,38546,38937,38937,38937,40070,40312,40654,41109,41512,41512,41512,41512,42320,42320,42320,42320,42320,42320,42320,45101,45101,45101,45101,45101,45101,45101,48197,48197,48197,48197,51854,51854,51854,51854,51854,51854,51854,55812,55812,55812,55812,55812,55812,55812,58768,58768,58768,58768,58768,58768,58768,58768,58768,58768,58768,60756,60756,60756,60756,60756,60756,60756,62148,62148,62148,62148,62148,62148,62148,63486,63486,63486,63486,63486,63486,63486,64490,64490,64490,64490,64490,64490,64490,65258,65258,65258,65258,65258,65258,65258,65812,65812,65812,65812,65812,65812,65812,66345,66345,66345,66816,66816,66816,66816,66816,66816,66816,67241,67241,67241,67241,67241,67241,67241,67725,67725,67725,67725,67725,67725,67725,68493,68493,68493,68493,68493,68493,68493,68493,68493,68493,68493,68493,68493,69537,69537,69537,69537,69537,69537,69537,70541,70541,70541,70541,70541,70541,70541,71479,71479,71479,71479,71479,71479,71479,72226,72226,72226,72226,72226,72226,72226,72968,72968,72968,72968,72968,72968,72968,73643,73643,73643,73643,73643,73643,73643,74440,74440,74440,74440,74440,74440,74440,75152,75152,75152,75152,75152,75152,75152,75741,75741,75741,75741,75741,75741,75741,76316,76316,76316,76316,76316,76316,76316,76902,76902,76902,76902,76902,76902,76902,76902,76902,76902,77460,77460,77460,77460,78056,78056,78056,78056,78056,78056,78056,78687,78687,78687,78687,78687,78687,78687,78687,78687,78687,79434,79434,79434,79434,80126,80126,80126,80126,80126,80126,80126,80126,80126,80126,80715,80715,80715,80715,80715,8071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+Newfoundland and Labrador,Canada,53.1355,-57.6604,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,3,4,6,9,24,35,35,82,102,120,135,148,152,175,183,183,195,217,226,228,232,236,239,241,242,244,244,247,252,256,256,256,256,256,256,256,256,257,258,258,258,258,258,259,259,259,259,259,259,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,262,262,262,262,262,262,262,262,262,262,262,263,264,264,265,265,266,266,266,266,266,266,266,266,266,266,266,266,267,267,267,268,268,268,268,268,268,268,268,268,268,268,268,268,268,268,268,268,268,269,269,269,269,269,269,269,269,270,270,270,270,270,270,270,271,271,271,271,271,271,272,272,272,272,272,272,272,272,272,273,273,273,274,275,275,276,277,277,277,277,277,279,282,282,283,283,283,284,287,287,287,287,287,287,288,288,289,290,291,291,291,291,291,291,291,291,291,292,294,294,296,297,297,297,298,298,299,301,303,303,305,307,308,311,316,319,321,323,324,327,331,333,337,338,339,340,340,343,347,351,351,352,353,354,355,358,358,359,359,364,367,372,380,382,382,383,384,384,384,384,387,389,390,390,390,390,390,390,391,392,392,392,392,392,393,393,393,393,394,395,395,396,396,396,396,397,398,398,398,398,398,400,404,408,408,408,408,408,410,411,412,415,416,427,457,510,610,660,686,697,704,711,755,803,863,901,926,939,954,962,972,976,980,987,989,994,997,1002,1003,1005,1006,1009,1010,1010,1011,1012,1012,1012,1012,1013,1013,1014,1014,1014,1014,1014,1014,1015,1015,1015,1015,1016,1016,1018,1019,1020,1020,1020,1020,1020,1020,1021,1022,1025,1029,1029,1030,1031,1034,1036,1039,1042,1043,1046,1048,1049,1052,1053,1056,1058,1062,1062,1066,1068,1076,1081,1099,1104,1108,1114,1120,1127,1133,1138,1141,1156,1166,1173,1179,1184,1193,1203,1209,1212,1216,1226,1230,1253,1258,1269,1273,1279,1293,1302,1309,1311,1317,1334,1340,1342,1347,1352,1354,1357,1360,1365,1368,1374,1375,1379,1381,1382,1383,1383,1383,1383,1383,1384,1384,1384,1384,1384,1384,1385,1385,1386,1386,1387,1387,1387,1400,1400,1400,1400,1402,1402,1402,1402,1407,1410,1433,1433,1433,1433,1437,1437,1437,1437,1437,1437,1437,1437,1437,1437,1437,1437,1437,1437,1440,1440,1441,1441,1443,1443,1443,1443,1443,1443,1443,1447,1447,1447,1450,1450,1456,1456,1458,1458,1458,1460,1460,1462,1462,1469,1469,1469,1478,1478,1486,1486,1491,1491,1491,1506,1511,1520,1520,1532,1532,1532,1541,1541,1551,1551,1555,1555,1555,1570,1586,1609,1609,1654,1668,1692,1717,1731,1747,1747,1788,1797,1805,1819,1824,1833,1840,1848,1848,1848,1848,1869,1873,1877,1881,1881,1881,1889,1889,1898,1898,1928,1928,1928,1964,1964,1984,1984,1992,1992,1992,1994,1994,1995,1995,2003,2003,2003,2012,2012,2019,2019,2025,2025,2025,2027,2027,2031,2031,2035,2035,2035,2038,2038,2042,2042,2048,2048,2048,2057,2057,2059,2059,2064,2064,2064,2071,2071,2076,2076,2078,2078,2078,2093,2093,2106,2106,2152,2175,2213,2240,2267,2327,2427,2512,2512,2512,2869,3063,3375,3724,4155,4597,5063,5582,6075,6554,7057,7537,7949,8316,9451,10201,10931,11617,12092,12406,12790,13032,13327,13838,14198,14522,14805,15166,15515,15811,16115,16493,16758,16966,17176,17359,17538,17786,17984,18242,18464,18574,18740,18950,19200,19443,19710,19954,20191,20365,20578,20757,21073,21307,21613,21737,21974,22220,22468,22755,23147,23443,23699,24026,24392,24781,25278,25728,26197,26529,26972,27507,28103,28783,29365,30100,30627,31070,31553,31553,32113,32113,32113,32113,33385,34607,34607,35293,35293,35293,35293,36254,37411,37411,38331,38331,38630,38630,39019,39693,39693,40336,40336,40336,40336,40336,40336,41587,42038,42038,42038,42038,42038,42761,42761,43129,43129,43129,43129,43401,43713,43713,43920,43920,43920,43920,44148,44345,44345,44529,44529,44529,44529,44741,44892,44892,45037,45037,45037,45037,45145,45145,45145,45409,45409,45409,45409,45409,45409,45409,45775,45775,45775,45775,45775,45775,46109,46183,46183,46183,46183,46183,46183,46183,46647,46647,46891,46891,46891,46891,46891,46891,46891,47353,47353,47353,47353,47353,47353,47353,47773,47773,47773,47773,47773,47773,47773,48179,48179,48179,48179,48179,48179,48179,48179,48179,48179,48179,48179,48179,48593,48593,48593,48593,48593,48593,48593,48954,48954,48954,48954,48954,48954,48954,49412,49412,49412,49412,49412,49412,49412,49748,49748,49748,49748,49748,49748,49748,50091,50091,50091,50091,50091,50091,50091,50430,50430,50430,50430,50430,50430,50430,50810,50810,50810,50810,50810,50810,50810,51111,51111,51111,51111,51111,51111,51111,51329,51329,51329,51329,51329,51329,51329,51446,51446,51446,51446,51446,51446,51446,51580,51580,51580,51580,51580,51580,51580,51580,51580,51580,51743,51743,51743,51743,51955,51955,51955,51955,51955,51955,51955,52111,52111,52111,52111,52111,52111,52111,52335,52335,52335,52335,52335,52335,52335,52552,52552,52552,52552,52552,52552,52552,52552,52552,52552,52802,52802,52802,52802,52802,52802,52802,52802,52973,52973,52973,52973,52973,52973,53150,53150,53150,53150,53150,53150,53150,53299,53299,53299,53299,53299,53299,53299,53465,53465,53465,53465,53465,53465,53465,53635,53635,53635,53635,53635,53635,53635,53785,53785,53785,53785,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,54113,54113,54113,54113,54113,54113,54113,54113,54113,54113,54113,54113,54113,54113,54332,54332,54332,54332,54332,54332,54332,54332,54332,54332,54332,54332,54332,54332,54473,54473,54473,54473,54473,54473,54473,54473,54473,54473,54473,54473,54473,54473,54583,54583,54583,54583,54583,54583,54583,54583,54583,54583,54583,54583,54583,54583,54757,54757,54757,54757 +Northwest Territories,Canada,64.8255,-124.8457,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,2,2,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,8,8,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,20,21,21,21,22,22,23,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,25,25,28,28,30,30,31,31,31,31,31,31,31,31,31,31,31,31,32,32,32,32,32,32,32,33,34,38,38,38,38,38,38,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,45,46,48,48,48,51,51,51,51,51,51,52,59,71,85,98,99,99,99,102,112,114,115,121,121,121,121,125,126,126,127,127,127,127,127,127,127,127,127,127,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,129,129,129,130,130,130,130,131,131,131,131,131,133,146,202,259,259,300,329,329,329,351,358,377,395,400,400,400,452,461,475,486,499,499,499,499,522,540,563,591,591,591,647,679,695,720,749,749,749,807,834,852,882,918,918,918,970,1019,1059,1059,1143,1143,1143,1240,1305,1360,1411,1456,1456,1456,1456,1537,1580,1617,1638,1638,1638,1694,1712,1746,1763,1786,1786,1786,1826,1843,1860,1863,1863,1863,1871,1880,1886,1886,1886,1886,1886,1886,1925,1951,1951,1951,2001,2001,2021,2028,2029,2032,2032,2036,2036,2044,2055,2057,2059,2059,2059,2059,2059,2060,2063,2068,2068,2069,2069,2069,2069,2069,2069,2070,2070,2070,2071,2071,2076,2082,2082,2082,2082,2082,2083,2090,2090,2090,2090,2090,2090,2090,2090,2187,2229,2229,2229,2229,2419,2495,2652,2801,2801,2801,3107,3322,3467,3587,3741,3741,3741,4055,4234,4372,4508,4680,4680,4680,4962,5120,5295,5446,5614,5614,5614,5865,6073,6221,6363,6550,6550,6550,6846,6919,7029,7126,7343,7343,7343,7678,7776,7907,7987,8085,8085,8085,8302,8424,8495,8594,8682,8682,8682,8797,8924,9007,9080,9122,9122,9122,9231,9325,9400,9466,9514,9514,9514,9590,9666,9737,9790,9843,9843,9843,9942,10005,10106,10235,10333,10333,10333,10547,10679,10779,10877,10951,10951,10951,11004,11004,11004,11004,11004,11004,11004,11136,11136,11136,11136,11136,11136,11136,11136,11217,11217,11217,11217,11217,11217,11286,11286,11286,11286,11286,11286,11286,11373,11373,11373,11373,11373,11373,11373,11426,11426,11426,11426,11426,11426,11426,11426,11426,11426,11426,11426,11426,11426,11436,11436,11436,11436,11436,11436,11436,11457,11457,11457,11457,11457,11478,11478,11478,11478,11478,11478,11478,11495,11495,11495,11495,11495,11495,11495,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11506,11506,11506,11506,11506,11506,11506,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511 +Nova Scotia,Canada,44.682,-63.7443,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,7,12,14,15,21,28,41,51,68,73,90,110,122,127,147,173,193,207,236,262,293,310,342,373,407,428,445,474,517,549,579,606,649,675,721,737,772,827,850,865,873,900,915,935,947,959,963,971,985,991,998,1007,1008,1011,1018,1019,1020,1024,1026,1034,1037,1040,1043,1044,1045,1046,1048,1049,1050,1051,1052,1053,1055,1055,1056,1056,1057,1057,1058,1058,1058,1058,1059,1059,1060,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1062,1062,1064,1064,1064,1064,1065,1065,1066,1066,1066,1066,1066,1066,1066,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1069,1069,1071,1071,1071,1071,1071,1071,1071,1071,1071,1071,1071,1071,1072,1074,1074,1075,1075,1076,1077,1077,1078,1080,1080,1080,1081,1081,1083,1083,1083,1085,1085,1085,1085,1085,1085,1085,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1087,1087,1087,1087,1087,1087,1087,1087,1088,1088,1089,1089,1089,1089,1089,1089,1089,1089,1092,1092,1092,1092,1092,1092,1093,1095,1097,1097,1097,1097,1097,1097,1100,1100,1101,1102,1102,1102,1104,1109,1111,1113,1114,1118,1119,1121,1125,1128,1129,1132,1134,1134,1136,1142,1144,1146,1151,1154,1155,1160,1168,1179,1190,1227,1243,1257,1266,1280,1290,1305,1315,1332,1343,1358,1364,1368,1376,1383,1389,1393,1402,1409,1415,1420,1426,1430,1436,1442,1443,1445,1447,1454,1458,1465,1465,1465,1465,1478,1480,1483,1486,1497,1499,1501,1505,1508,1520,1523,1525,1528,1528,1533,1534,1542,1548,1550,1554,1557,1557,1561,1564,1565,1570,1570,1571,1571,1572,1576,1576,1577,1580,1580,1581,1582,1583,1584,1584,1584,1585,1586,1587,1588,1590,1590,1592,1593,1594,1597,1600,1602,1604,1608,1609,1610,1613,1616,1624,1634,1638,1641,1642,1643,1646,1649,1651,1657,1659,1659,1664,1665,1665,1665,1669,1670,1670,1672,1674,1677,1680,1682,1688,1690,1691,1696,1699,1704,1709,1711,1711,1714,1716,1719,1728,1732,1739,1741,1747,1749,1754,1756,1763,1768,1775,1781,1783,1786,1792,1800,1807,1822,1831,1856,1894,1938,1990,2053,2119,2215,2290,2360,2427,2575,2708,2854,3007,3182,3364,3591,3754,3917,4034,4152,4297,4407,4524,4610,4736,4827,4917,5000,5065,5149,5213,5286,5335,5387,5424,5457,5497,5530,5550,5567,5579,5593,5618,5633,5651,5663,5680,5694,5707,5721,5726,5736,5742,5749,5751,5759,5773,5784,5789,5791,5791,5793,5793,5798,5814,5825,5828,5831,5832,5836,5840,5842,5850,5853,5854,5861,5862,5864,5865,5866,5869,5869,5870,5870,5870,5870,5870,5873,5873,5873,5880,5880,5882,5882,5882,5883,5885,5885,5886,5887,5887,5887,5887,5893,5895,5899,5900,5900,5900,5907,5908,5911,5918,5919,5919,5919,5928,5929,5938,5946,5956,5956,5956,5973,5982,5989,5990,5999,5999,5999,6030,6031,6038,6042,6047,6054,6065,6072,6076,6090,6107,6117,6149,6178,6188,6254,6260,6294,6312,6312,6312,6367,6392,6411,6452,6486,6486,6486,6569,6598,6638,6638,6715,6715,6715,6800,6839,6864,6893,6918,6945,6961,6977,7011,7033,7059,7077,7114,7133,7155,7161,7166,7185,7208,7208,7208,7265,7272,7298,7328,7354,7354,7354,7413,7424,7462,7512,7550,7550,7550,7661,7717,7746,7746,7815,7815,7815,7913,7944,7963,7985,8012,8012,8012,8072,8100,8119,8141,8169,8169,8169,8227,8288,8322,8362,8381,8381,8381,8427,8448,8481,8532,8655,8784,8895,9009,9136,9314,9601,9995,10421,10897,11382,11904,12441,13130,13741,14310,14888,15469,16030,16616,17127,17745,18454,19638,20658,21678,21678,22520,23265,23265,23265,25925,26741,27357,28194,28736,28736,28736,30950,31445,31860,32387,33083,33083,33083,34689,35051,35543,35889,36255,36255,36255,37803,38059,38333,38728,39129,39129,39129,40454,40767,40986,41351,41716,41716,41716,42657,42815,43041,43264,43506,43506,43506,44240,44240,44351,44551,44738,44738,44738,44908,45795,46012,46374,46795,46795,46795,47089,47089,47089,47089,48471,48471,48471,48471,48471,48471,48471,48471,48471,48471,51359,51359,51359,51359,54812,54812,54812,54812,54812,54812,54812,59000,59000,59000,59000,59000,59000,59000,59000,65991,65991,65991,65991,65991,72903,72903,72903,72903,72903,72903,72903,72903,80411,80411,80411,80411,80411,80411,80411,85847,85847,85847,85847,85847,85847,85847,89262,89262,89262,89262,89262,89262,89262,92380,92380,92380,92380,92380,92380,92380,94893,94893,94893,94893,94893,94893,94893,96477,96477,96477,96477,96477,96477,96477,98040,98040,98040,98040,98040,98040,98040,99514,101990,101990,101990,101990,101990,101990,101990,103561,103561,103561,103561,103561,103561,103561,105032,105032,105032,105032,105032,105032,105032,106707,106707,106707,106707,106707,106707,106707,106707,106707,106707,106707,106707,106707,108125,108125,108125,108125,108125,108125,108125,111769,111769,111769,111769,111769,111769,111769,113669,113669,113669,113669,113669,113669,113669,115417,115417,115417,115417,115417,115417,115417,117142,117142,117142,117142,117142,117142,117142,118671,118671,118671,118671,118671,118671,118671,120055,120055,120055,120055,120055,120055,120055,121380,121380,121380,121380,121380,121380,121380,122458,122458,122458,122458,122458,122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Princess,0.0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,61,61,64,135,135,175,175,218,285,355,454,542,621,634,634,634,691,691,691,705,705,705,705,705,705,706,706,706,706,706,706,706,706,706,706,706,706,706,706,706,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712 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Salvador,13.7942,-88.8965,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,3,5,9,13,13,19,24,30,32,32,41,46,56,62,69,78,93,103,117,118,125,137,149,159,164,177,190,201,218,225,237,250,274,274,298,323,345,377,395,424,446,490,555,587,633,695,742,784,889,958,998,1037,1112,1210,1265,1338,1413,1498,1571,1640,1725,1819,1915,1983,2042,2109,2194,2278,2395,2517,2582,2653,2705,2781,2849,2934,3015,3104,3191,3274,3373,3481,3603,3720,3826,3941,4066,4200,4329,4475,4626,4808,4973,5150,5336,5517,5727,5934,6173,6438,6736,7000,7267,7507,7777,8027,8307,8566,8844,9142,9391,9674,9978,10303,10645,10957,11207,11508,11846,12207,12582,12975,13377,13792,14221,14630,15035,15446,15841,16230,16632,17050,17448,17843,18262,18701,19126,19544,19978,20423,20872,21269,21644,21993,22314,22619,22912,23193,23462,23717,23964,24200,24420,24622,24811,24986,25140,25284,25415,25537,25635,25729,25820,25904,26000,26099,26206,26308,26413,26511,26602,26688,26773,26851,26928,27009,27088,27163,27249,27346,27428,27553,27798,27954,28201,28415,28630,28722,28630,28809,28981,29077,29175,29269,29358,29450,29539,29634,29737,29842,29951,30070,30196,30335,30480,30766,31061,31265,31456,31666,31826,31975,32120,32262,32421,32585,32752,32925,33090,33264,33445,33631,33826,34015,34214,34404,34577,34782,34966,35145,35326,35509,35684,35862,36030,36195,36358,36516,36669,36819,36965,37109,37250,37404,37562,37719,37884,38058,38228,38405,38586,38758,38941,39130,39327,39515,39718,39930,40131,40345,40551,40741,40946,41163,41394,41631,41880,42132,42397,42641,42914,43195,43477,43772,44058,44328,44619,44892,44892,45157,45415,45684,45960,46242,46515,46803,46803,47087,47355,47645,47948,48255,48574,48905,49224,49539,49859,50157,50467,50784,51107,51437,51772,52094,52388,52672,52949,53218,53479,53738,53989,54241,54488,54723,54966,55195,55416,55623,55821,56025,56237,56442,56653,56859,57046,57229,57428,57638,57839,58023,58200,58374,58546,58728,58903,59071,59235,59396,59555,59712,59866,60021,60181,60337,60491,60640,60800,60952,61101,61251,61398,61539,61677,61814,61947,62086,62229,62377,62531,62691,62853,63017,63188,63344,63490,63631,63766,63900,64039,64168,64298,64431,64573,64726,64875,65030,65180,65337,65491,65491,65491,65491,65491,65491,66489,66489,66816,66956,67099,67249,67404,67557,67557,67851,68007,68161,68318,68468,68468,68468,68922,68922,69198,69198,69198,69198,69727,69727,69997,69997,70255,70255,70380,70380,70380,70915,70915,70915,71330,71479,71479,71479,71479,71479,72220,72220,72220,72220,72821,72821,72821,73246,73246,73246,73702,73702,73702,74141,74141,74141,74141,74141,74983,74983,75351,75351,75351,75351,75351,76297,76495,76495,76697,76697,77100,77484,77484,77484,77484,77484,77484,78572,78766,78766,78766,78766,78766,79790,79790,80235,80235,80235,80932,80932,80932,81644,81644,82130,82363,82605,82852,82852,82852,82852,82852,84144,84144,84691,84691,84691,84691,85779,86059,86059,86620,86620,86620,87498,87498,87498,88371,88371,88371,88371,88371,88371,90129,90129,90129,90129,90129,90129,90129,92135,92416,92686,92686,92686,92686,92686,94060,94060,94060,94060,94060,94060,94060,96067,96067,96067,96067,96067,96067,96067,96067,98122,98122,98122,98122,99701,99701,99701,99701,99701,99701,99701,102024,102024,102024,102024,102024,102024,102024,104348,104348,104348,104348,104348,104348,104348,104348,104348,107335,107664,107664,107664,107664,107664,107664,107664,109881,110188,110188,110188,110188,110188,110188,110188,112290,112290,112290,112290,113422,113422,113422,113422,113422,113422,113422,113422,113422,113422,113422,116258,116258,116258,116258,117350,117350,117544,117722,117884,118041,118041,118041,118041,118041,118041,118041,118041,118041,118041,118041,118041,118919,119803,119803,119803,119803,119803,119803,119803,119803,119803,119803,119803,119803,119803,119803,121127,121200,121267,121267,121384,121437,121484,121530,121530,121623,121623,121661,121741,121741,121741,121741,121741,121741,121945,121945,121945,121945,122063,122063,122063,122063,122234,122234,122469,122628,122628,123025,123025,123577,123577,123577,123577,123577,123577,123577,127012,127012,127012,127012,127012,127012,127012,127012,133262,134155,135109,135109,135109,135109,135109,135109,135109,135109,135109,135109,135109,135109,135109,135109,147786,147786,147786,147786,147786,147786,147786,147786,147786,147786,147786,147786,147786,147786,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,160305,160942,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161570,161570,161570,161570,161570,161570,161945,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162755,162755,162755,162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+,Equatorial Guinea,1.6508,10.2679,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,4,6,6,6,6,9,9,9,12,12,12,12,12,12,15,15,16,16,16,16,16,18,18,18,18,21,21,41,51,51,79,79,79,79,83,84,84,214,258,258,258,315,315,315,315,315,315,315,315,439,439,439,439,439,439,439,522,583,594,594,594,719,825,890,903,960,960,960,1043,1043,1043,1043,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1664,1664,1664,1664,1664,1664,1664,1664,1664,2001,2001,2001,2001,2001,2001,2001,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4892,4892,4926,4926,4926,4926,4926,4928,4928,4941,4941,4941,4941,4965,4965,4965,4972,4972,4972,4985,4985,4990,4990,4996,4996,4996,5000,5000,5000,5002,5002,5002,5002,5002,5018,5018,5018,5018,5028,5028,5028,5030,5030,5045,5045,5045,5045,5045,5052,5052,5062,5063,5063,5063,5066,5066,5068,5068,5068,5070,5070,5070,5074,5074,5074,5074,5079,5079,5079,5083,5083,5083,5083,5088,5088,5089,5089,5089,5092,5092,5092,5092,5092,5102,5102,5104,5104,5104,5104,5104,5121,5121,5121,5121,5130,5130,5137,5137,5137,5146,5146,5153,5153,5153,5156,5156,5159,5159,5159,5159,5166,5166,5183,5183,5183,5185,5185,5185,5195,5195,5214,5214,5214,5214,5231,5231,5236,5236,5236,5236,5248,5248,5248,5264,5277,5277,5277,5277,5279,5279,5286,5286,5289,5289,5289,5296,5296,5316,5316,5316,5356,5356,5365,5365,5365,5365,5401,5401,5401,5454,5454,5492,5492,5516,5516,5516,5534,5534,5534,5534,5578,5578,5578,5614,5614,5658,5663,5663,5694,5694,5694,5694,5694,5747,5747,5798,5798,5798,5852,5852,5852,5957,6005,6005,6095,6095,6210,6210,6210,6329,6329,6371,6371,6371,6456,6456,6562,6562,6562,6603,6603,6666,6666,6736,6736,6780,6780,6851,6851,6851,6902,6902,6914,6914,6914,7008,7008,7008,7008,7059,7059,7059,7059,7059,7219,7219,7219,7219,7259,7259,7259,7259,7259,7259,7505,7505,7505,7559,7559,7559,7559,7559,7559,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,8436,8436,8436,8436,8476,8476,8476,8476,8476,8529,8529,8529,8572,8572,8572,8572,8626,8626,8626,8640,8640,8640,8640,8650,8650,8662,8662,8662,8680,8698,8698,8698,8708,8708,8708,8712,8712,8723,8723,8723,8734,8734,8742,8742,8759,8759,8759,8775,8775,8790,8790,8790,8790,8815,8815,8828,8828,8828,8828,8828,8828,8848,8848,8848,8863,8863,8863,8863,8880,8880,8880,8880,8880,8880,8911,8911,8928,8928,8940,8940,8951,8951,8951,8951,8951,8951,8972,8972,8972,8972,9010,9010,9049,9049,9049,9049,9096,9173,9173,9173,9173,9326,9326,9477,9477,9477,9760,9760,9760,9939,9939,9939,10284,10284,10498,10498,10498,10498,10792,11063,11063,11063,11063,11063,11544,11544,11806,11806,11806,11806,11806,11806,12214,12362,12362,12362,12362,12532,12532,12532,12657,12657,12657,12657,12786,12786,12840,12840,12840,12840,12840,13020,13020,13097,13097,13097,13166,13166,13166,13236,13236,13236,13304,13368,13368,13368,13377,13377,13407,13407,13407,13407,13459,13459,13459,13485,13485,13485,13485,13485,13519,13519,13519,13525,13538,13538,13538,13547,13547,13547,13579,13579,13579,13579,13592,13592,13599,13599,13599,13599,13599,13599,13599,13599,13612,13612,13612,13612,13612,13617,13617,13618,13618,13618,13618,13618,13618,13623,13623,13630,13630,13630,13637,13637,13710,13710,13710,13710,13710,13710,13876,13876,14401,14401,14401,14871,14871,14871,14871,15319,15319,15319,15492,15492,15558,15558,15558,15690,15690,15732,15732,15774,15774,15802,15802,15802,15802,15828,15828,15828,15845,15845,15845,15850,15850,15850,15853,15853,15859,15859,15859,15869,15869,15870,15870,15870,15870,15874,15874,15874,15877,15877,15877,15877,15884,15884,15885,15885,15885,15889,15889,15894,15894,15894,15894,15894,15895,15895,15898,15898,15898,15899,15899,15899,15899,15899,15902,15999,15999,15999,15999,15999,16000,16000,16000,16000,16000,16000,16000,16000,16000,16001,16001,16001,16001,16001,15904,15904,15906,15906,15906,15906,15906,15906,15907,15907,15907,15907,15907,15907,15907,15907,15907,15907,15907,15907,15907,15907,15908,15908,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15914,15915,15915,15915,15921,15921,15923,15923,15923,15924,15924,15924,15927,15931,15933,15937,15937,15937,15945,15945,15945,15945,15951,15951,15951,15951,15955,15962,15962,15995,15995,15995,15995,16034,16034,16034,16087,16087,16087,16114,16191,16191,16191,16383,16383,16383,16467,16504,16504,16504,16584,16584,16584,16621,16621,16654,16654,16654,16654,16654,16704,16704,16708,16708,16723,16723,16723,16741,16741,16741,16741,16771,16776,16776,16785,16789,16789,16795,16892,16892,16892,16898,16898,16914,16914,16917,16917,16917,16920,16937,16938,16938,16945,16945,16945,16946,16950,16956,16956,16957,16957,16957,16957,16962,16964,16964,16965,16965,16965,16965,16970,16990,16991,16991,16991,16991,16991,16994,17006,17006,17009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Barthelemy,France,17.9,-62.8333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,3,3,3,1,1,1,1,1,1,1,3,3,3,3,3,3,3,3,3,3,3,3,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,8,8,8,8,9,9,9,9,9,9,9,13,13,13,13,13,13,13,13,13,16,16,16,16,16,16,16,16,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,21,21,21,21,21,23,23,23,23,23,23,23,23,45,45,45,48,48,48,48,48,48,62,62,62,62,62,62,62,62,65,65,65,65,65,67,72,72,72,72,72,72,77,77,77,83,83,83,83,83,89,89,89,89,89,90,90,90,90,90,90,90,90,109,109,109,109,109,109,127,127,127,127,127,127,127,127,127,127,127,127,152,152,152,152,152,152,152,164,164,164,164,164,164,164,172,172,172,172,172,182,182,182,182,182,182,182,189,189,189,189,189,190,190,190,190,191,191,191,191,191,191,191,224,224,224,224,224,224,224,281,281,281,281,376,376,376,376,376,376,376,376,379,379,379,379,379,379,379,379,379,425,425,425,425,425,475,475,475,475,475,475,475,475,475,533,533,533,533,612,612,612,612,612,612,612,671,671,671,671,671,671,671,671,725,725,725,725,725,725,725,776,776,776,776,776,776,776,857,857,857,857,857,857,910,910,910,910,910,910,910,928,928,928,928,928,928,928,928,954,954,954,954,954,954,954,976,976,976,976,976,976,976,988,988,988,988,988,988,994,994,994,994,994,994,994,994,1010,1010,1010,1010,1010,1010,1010,1016,1016,1016,1016,1016,1016,1016,1023,1023,1023,1023,1023,1023,1023,1029,1029,1029,1029,1029,1029,1029,1032,1032,1032,1032,1032,1032,1032,1040,1040,1040,1040,1040,1040,1040,1043,1043,1043,1043,1043,1043,1043,1046,1046,1046,1046,1046,1046,1046,1052,1052,1052,1052,1052,1052,1057,1057,1057,1057,1057,1057,1057,1065,1065,1065,1065,1065,1065,1065,1221,1335,1335,1335,1335,1335,1335,1389,1399,1399,1453,1453,1453,1453,1453,1479,1479,1532,1532,1532,1532,1553,1553,1553,1553,1553,1553,1553,1592,1592,1592,1592,1592,1592,1592,1592,1592,1593,1593,1607,1607,1607,1607,1607,1607,1613,1613,1613,1613,1613,1613,1624,1624,1624,1624,1624,1624,1624,1624,1624,1634,1634,1634,1634,1634,1634,1634,1649,1649,1649,1649,1649,1649,1649,1658,1658,1658,1658,1658,1658,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1660,1660,1660,1660,1660,1661,1661,1661,1661,1661,1661,1661,1661,1661,1661,1661,1661,1661,1666,1666,1666,1666,1666,1666,1666,1666,1672,1672,1672,1672,1672,1672,1674,1674,1674,1674,1674,1674,1674,1683,1683,1683,1683,1683,1683,1683,1683,1692,1692,1692,1692,1692,1692,1725,1726,1726,1895,1895,1895,1895,1895,1955,1955,2363,2363,2363,2363,2363,2390,2390,2927,2927,2927,2927,2952,2952,2952,3282,3282,3282,3282,3282,3282,3282,3435,3435,3435,3435,3435,3435,3435,3435,3435,3435,3435,3435,3435,3435,3687,3687,3687,3687,3687,3687,3687,3735,3735,3735,3735,3735,3735,3735,3758,3758,3758,3758,3758,3758,3758,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3805,3805,3805,3805,3805,3805,3805,3883,3883,3883,4150,4150,4150,4150,4150,4150,4150,4313,4313,4313,4313,4313,4313,4313,4432,4432,4432,4432,4432,4432,4432,4432,4432,4432,4432,4443,4443,4443,4544,4544,4544,4544,4544,4544,4544,4575,4575,4575,4575,4575,4575,4575,4611,4611,4611,4611,4611,4611,4611,4611,4611,4611,4611,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4646,4646,4646,4646,4646,4646,4646,4671,4671,4671,4671,4671,4671,4671,4697,4697,4697,4697,4697,4697,4697,4740,4740,4740,4740,4740,4740,4740,4845,4845,4845,4845,4845,4845,4845,4954,4954,4954,4954,4954,4954,4954,5055,5055,5055,5055,5055,5055,5055,5138,5138,5138,5138,5138,5138,5138,5138,5138,5138,5138,5138,5138,5177,5208,5208,5208,5208,5208,5208,5208,5208,5208,5208,5208,5208,5208,5208,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5285,5285,5285,5285,5285,5285,5285,5285,5285,5285,5285,5285,5285,5285,5302,5302,5302,5302,5302,5302,5302,5302,5302,5302,5302,5302,5302,5302,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5336,5336,5336,5336,5336,5336,5336,5336,5336,5336,5336,5336,5336,5336,5348,5348,5348,5348,5348,5348,5348,5348,5348,5348,5348,5348,5348,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5402,5402,5402,5402,5402,5402,5402,5418,5418,5418,5418,5418,5418,5418,5418,5418,5418,5418,5418,5418,5418,5420,5420,5420,5420,5420,5420,5420,5420,5420,5420,5420,5420,5420,5420,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5439,5439,5439,5439,5439,5439,5439,5439,5439,5439,5439,5439,5439,5439,5441,5441 +Saint Pierre and Miquelon,France,46.8852,-56.3159,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,9,9,9,10,10,11,11,11,11,11,11,11,11,11,11,11,12,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,14,14,14,14,14,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,23,23,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,33,33,33,33,34,34,34,44,50,54,59,61,61,61,67,70,84,85,86,86,86,88,91,91,91,94,94,94,95,96,96,96,96,96,96,96,96,96,96,98,98,98,98,98,98,100,100,100,100,100,100,113,113,113,113,113,113,268,316,354,385,415,415,494,524,553,598,630,652,681,696,774,774,813,839,856,875,891,934,946,953,964,976,976,985,997,1002,1009,1020,1030,1033,1033,1040,1042,1047,1047,1047,1058,1063,1063,1063,1070,1070,1070,1070,1070,1087,1087,1087,1102,1102,1102,1125,1125,1220,1256,1316,1316,1316,1316,1554,1554,1693,1693,1693,1693,1693,1781,1781,1930,1930,1930,1930,1930,1930,1957,1957,2236,2236,2236,2236,2236,2236,2236,2418,2509,2509,2509,2509,2537,2537,2537,2537,2537,2537,2537,2537,2537,2641,2641,2641,2641,2641,2641,2641,2701,2701,2701,2701,2701,2701,2727,2727,2727,2727,2727,2739,2739,2739,2739,2739,2739,2739,2739,2739,2739,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2762,2765,2765,2765,2765,2765,2765,2765,2765,2765,2767,2767,2767,2767,2767,2767,2767,2767,2767,2767,2767,2767,2779,2779,2779,2779,2779,2779,2779,2779,2779,2857,2857,2857,2857,2857,2970,2970,2970,2970,2970,2970,2970,2970,2970,3026,3026,3026,3026,3026,3026,3083,3083,3083,3083,3083,3083,3083,3112,3112,3112,3112,3112,3112,3112,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3166,3166,3166,3166,3166,3166,3166,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3233,3233,3233,3233,3233,3233,3233,3248,3248,3248,3248,3248,3248,3250,3250,3282,3282,3282,3282,3282,3282,3282,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3368,3368,3368,3368,3368,3368,3368,3411,3411,3411,3411,3411,3411,3411,3411,3411,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452 +St Martin,France,18.0708,-63.0501,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,3,4,4,4,8,5,8,8,11,11,12,12,12,18,18,21,22,22,24,29,31,31,31,32,32,33,33,33,35,35,35,35,37,37,37,37,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,42,42,42,42,42,42,42,42,42,42,42,42,42,43,43,43,43,43,44,44,44,44,44,44,44,44,44,44,44,44,44,46,46,46,46,46,46,46,46,49,49,49,49,53,53,53,53,53,53,53,53,53,53,53,78,78,84,84,92,92,109,109,109,121,121,121,121,176,176,176,176,198,198,198,213,213,213,213,213,239,239,239,239,239,239,239,256,256,256,256,256,330,330,330,330,330,330,330,330,367,367,367,383,383,383,383,383,383,412,412,412,412,412,412,412,412,466,466,466,466,466,501,531,531,531,531,531,531,538,538,538,542,542,542,566,566,591,591,591,591,591,604,604,604,604,604,604,604,604,655,655,655,655,655,655,690,690,690,690,690,690,690,690,690,690,690,690,744,744,744,744,744,744,744,838,838,838,838,838,838,838,899,899,899,899,899,948,948,948,948,948,948,948,986,986,986,986,986,995,995,995,995,1002,1002,1002,1002,1002,1002,1002,1046,1046,1046,1046,1046,1046,1046,1117,1117,1117,1117,1191,1191,1191,1191,1191,1191,1191,1191,1289,1289,1289,1289,1289,1289,1289,1289,1289,1377,1377,1377,1377,1377,1456,1456,1456,1456,1456,1456,1456,1456,1456,1519,1519,1519,1519,1554,1554,1554,1554,1554,1554,1554,1581,1581,1581,1581,1581,1581,1581,1581,1612,1612,1612,1612,1612,1612,1612,1633,1633,1633,1633,1633,1633,1633,1657,1657,1657,1657,1657,1657,1687,1687,1687,1687,1687,1687,1687,1703,1703,1703,1703,1703,1703,1703,1703,1710,1710,1710,1710,1710,1710,1710,1728,1728,1728,1728,1728,1728,1728,1749,1749,1749,1749,1749,1749,1777,1777,1777,1777,1777,1777,1777,1777,1839,1839,1839,1839,1839,1839,1839,1895,1895,1895,1895,1895,1895,1895,2009,2009,2009,2009,2009,2009,2009,2113,2113,2113,2113,2113,2113,2113,2228,2228,2228,2228,2228,2228,2228,2314,2314,2314,2314,2314,2314,2314,2367,2367,2367,2367,2367,2367,2367,2420,2420,2420,2420,2420,2420,2420,2472,2472,2472,2472,2472,2472,2523,2523,2523,2523,2523,2523,2523,2579,2579,2579,2579,2579,2579,2579,2641,2641,2641,2707,2707,2707,2707,2755,2755,2755,2872,2872,2872,2872,2872,2943,2943,3092,3092,3092,3092,3147,3147,3147,3147,3147,3147,3147,3356,3356,3356,3356,3356,3356,3356,3356,3356,3363,3363,3544,3544,3544,3544,3544,3544,3659,3659,3659,3659,3659,3659,3740,3740,3740,3740,3740,3740,3740,3740,3740,3795,3795,3795,3795,3795,3795,3819,3819,3819,3819,3819,3819,3819,3819,3878,3878,3878,3878,3878,3878,3888,3888,3888,3888,3888,3888,3888,3920,3920,3920,3920,3920,3920,3920,3920,3920,3941,3941,3941,3941,3941,3975,3975,3975,3975,3975,3975,3993,3993,3993,3993,3993,3993,3993,4013,4013,4013,4013,4013,4013,4013,4013,4031,4031,4031,4031,4031,4031,4040,4040,4040,4040,4040,4040,4040,4059,4059,4059,4059,4059,4059,4059,4059,4075,4075,4075,4075,4075,4075,4118,4118,4118,4250,4250,4250,4250,4250,4250,4250,5148,5148,5148,5148,5148,5351,5351,7713,7713,7713,7713,7713,7713,7713,9143,9143,9143,9143,9143,9143,9143,9439,9439,9439,9439,9439,9439,9439,9439,9439,9439,9439,9439,9439,9439,9774,9774,9774,9774,9774,9774,9774,9827,9827,9827,9827,9827,9827,9827,9877,9877,9877,9877,9877,9877,9877,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9939,9939,9939,9939,9939,9939,9939,9988,9988,9988,10107,10107,10107,10107,10107,10107,10107,10176,10176,10176,10176,10176,10176,10176,10279,10279,10279,10279,10279,10279,10279,10279,10279,10279,10279,10316,10316,10316,10462,10462,10462,10462,10462,10462,10462,10537,10537,10537,10537,10537,10537,10537,10602,10602,10602,10602,10602,10602,10602,10602,10602,10602,10602,10668,10668,10668,10668,10668,10668,10668,10668,10668,10688,10688,10688,10688,10688,10688,10726,10726,10726,10726,10726,10726,10726,10800,10800,10800,10800,10800,10800,10800,10875,10875,10875,10875,10875,10875,10875,10952,10952,10952,10952,10952,10952,10952,11061,11061,11061,11061,11061,11061,11061,11224,11224,11224,11224,11224,11224,11224,11410,11410,11410,11410,11410,11410,11410,11535,11535,11535,11535,11535,11535,11535,11667,11667,11667,11667,11667,11667,11667,11667,11667,11667,11667,11667,11667,11774,11857,11857,11857,11857,11857,11857,11857,11857,11857,11857,11857,11857,11857,11857,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11978,11978,11978,11978,11978,11978,11978,11978,11978,11978,11978,11978,11978,11978,11992,11992,11992,11992,11992,11992,11992,11992,11992,11992,11992,11992,11992,11992,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12034,12034,12034,12034,12034,12034,12034,12034,12034,12034,12034,12034,12034,12034,12058,12058,12058,12058,12058,12058,12058,12058,12058,12058,12058,12058,12058,12104,12104,12104,12104,12104,12104,12104,12104,12104,1210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+"Bonaire, Sint Eustatius and Saba",Netherlands,12.1784,-68.2385,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,9,9,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,14,15,15,15,16,16,18,18,18,18,18,21,21,25,25,25,25,25,25,28,32,36,36,36,36,54,69,69,85,85,85,88,106,121,121,121,124,124,124,141,141,141,148,148,148,148,148,150,150,150,150,150,150,150,150,150,150,150,150,150,150,150,153,153,153,153,153,153,153,153,154,154,154,154,154,154,155,155,155,155,155,157,157,157,158,158,158,161,161,161,161,161,161,162,162,162,162,164,164,164,164,164,169,172,172,172,175,175,175,177,177,177,177,179,179,179,179,182,182,182,182,182,182,182,186,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,1556,1558,1559,1559,1560,1560,1567,1573,1577,1580,1581,1582,1583,1583,1590,1591,1594,1597,1599,1604,1605,1606,1607,1608,1609,1609,1610,1610,1610,1612,1612,1612,1613,1614,1615,1615,1615,1615,1616,1616,1616,1616,1617,1618,1619,1619,1619,1623,1627,1629,1629,1630,1632,1633,1634,1634,1635,1636,1639,1640,1640,1646,1649,1650,1651,1651,1651,1652,1652,1652,1654,1656,1658,1659,1660,1661,1661,1661,1664,1668,1672,1672,1683,1683,1690,1691,1692,1693,1693,1697,1703,1705,1707,1707,1710,1710,1710,1710,1713,1715,1720,1724,1725,1729,1737,1738,1741,1741,1754,1756,1756,1759,1765,1767,1768,1774,1776,1779,1780,1783,1785,1786,1787,1791,1791,1793,1800,1808,1819,1837,1850,1863,1885,1895,1908,1928,1932,1932,1945,1949,1956,1962,1969,1972,1974,1980,1988,1998,2003,2010,2019,2045,2068,2083,2096,2116,2126,2141,2157,2168,2184,2204,2217,2217,2235,2257,2274,2290,2306,2312,2325,2335,2341,2353,2365,2373,2379,2383,2388,2390,2402,2407,2411,2417,2432,2435,2444,2455,2455,2468,2485,2494,2501,2511,2522,2546,2584,2597,2616,2628,2633,2633,2643,2660,2679,2698,2714,2714,2763,2802,2825,2858,2869,2889,2905,2938,2970,2997,3026,3026,3040,3057,3073,3073,3109,3119,3129,3138,3138,3156,3162,3175,3179,3193,3204,3213,3218,3236,3245,3254,3272,3277,3288,3304,3336,3368,3406,3429,3488,3531,3664,3918,4081,4296,4395,4395,4651,4755,4908,5064,5325,5438,5561,5649,5716,5824,5946,6180,6280,6419,6507,6570,6685,6829,6876,6922,6957,7001,7077,7103,7123,7155,7184,7209,7237,7271,7314,7347,7367,7393,7406,7424,7444,7455,7472,7489,7508,7514,7528,7542,7552,7566,7572,7572,7572,7582,7593,7599,7610,7616,7616,7616,7622,7633,7633,7633,7633,7633,7633,7653,7739,7739,7739,7739,7739,7739,8039,8039,8039,8039,8039,8136,8150,8189,8475,8515,8540,8574,8574,8574,8851,8860,8883,8883,8992,8992,8992,9000,9341,9346,9349,9349,9349,9349,9384,9561,9591,9591,9592,9592,9592,9711,9713,9745,9745,9745,9745,9745,9745,9801,9834,9834,9834,9834,9834,9902,9902,9943,9943,9943,9943,9943,9986,9986,10018,10018,10018,10018,10018,10044,10044,10076,10076,10076,10076,10076,10091,10091,10123,10123,10123,10123,10123,10170,10170,10194,10194,10194,10194,10194,10219,10219,10249,10249,10249,10249,10249,10249,10288,10320,10320,10320,10320,10320,10320,10373,10405,10405,10405,10405,10405,10405,10478,10478,10515,10523,10523,10523,10523,10523,10555,10567,10567,10567,10567,10567,10567,10738,10738,10738,10738,10738,10738,10738,10834,10834,10834,10834,10834,10834,10834,10897,10897,10897,10897,10897,10897,10897,10999,10999,10999,10999,10999,10999,10999,11091,11091,11091,11091,11091,11091,11091,11173,11173,11173,11173,11173,11173,11173,11230,11230,11230,11230,11230,11230,11230,11279,11279,11279,11279,11279,11279,11279,11282,11306,11306,11306,11306,11306,11306,11323,11323,11323,11323,11323,11323,11323,11345,11345,11345,11345,11345,11345,11345,11366,11366,11366,11366,11366,11366,11366,11395,11395,11395,11395,11395,11395,11395,11427,11427,11427,11427,11427,11427,11427,11450,11450,11450,11450,11450,11450,11450,11467,11467,11467,11467,11467,11467,11467,11467,11490,11490,11490,11490,11490,11490,11516,11516,11516,11516,11516,11516,11516,11544,11544,11544,11544,11544,11544,11544,11555,11555,11555,11555,11555,11555,11555,11596,11596,11596,11596,11596,11596,11596,11661,11661,11661,11661,11661,11661,11661,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11764,11764,11764,11764,11764,11764,11764,11776,11776,11776,11776,11776,11776,11779,11779,11779,11779,11779,11779,11779,11783,11783,11783,11783,11783,11783,11783,11794,11794,11794,11794,11794,11794,11794,11794,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11804,11804,11804,11804,11804,11804,11804,11804,11804 +Curacao,Netherlands,12.1696,-68.99,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,3,3,3,3,3,3,4,6,6,6,8,8,8,11,11,11,11,11,11,11,13,13,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,17,17,18,18,18,18,18,19,19,19,20,21,21,21,21,21,21,21,22,22,22,22,22,22,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,25,25,25,25,25,25,26,26,28,28,28,28,28,28,28,29,29,29,29,29,29,29,29,29,29,29,29,29,31,31,31,31,32,32,32,32,32,33,34,36,36,36,36,37,39,39,47,49,53,55,62,62,67,68,71,75,78,78,88,92,102,107,116,131,135,145,157,161,169,192,210,228,247,268,282,291,301,315,329,337,360,364,370,392,399,411,429,452,462,476,505,532,549,571,583,585,619,645,673,698,715,744,751,759,785,804,818,837,858,873,884,907,944,958,970,987,995,1000,1021,1030,1053,1077,1097,1102,1131,1182,1215,1261,1307,1340,1374,1415,1482,1561,1620,1682,1749,1773,1827,1929,2046,2157,2258,2364,2379,2503,2658,2740,2890,3011,3136,3174,3246,3325,3404,3501,3576,3624,3661,3699,3767,3823,3881,3920,3947,3974,4006,4051,4099,4138,4140,4144,4151,4179,4230,4260,4289,4294,4317,4323,4342,4378,4405,4422,4445,4458,4464,4469,4488,4498,4505,4514,4514,4523,4527,4535,4537,4543,4543,4548,4548,4558,4567,4574,4579,4582,4585,4585,4591,4595,4597,4600,4605,4613,4613,4620,4628,4633,4643,4643,4650,4652,4655,4658,4666,4675,4681,4681,4694,4696,4705,4708,4717,4727,4730,4731,4736,4740,4751,4769,4790,4807,4813,4830,4862,4915,4960,5051,5110,5138,5238,5380,5520,5676,5839,5997,6041,6174,6424,6648,7057,7335,7558,7740,7898,8404,8834,9171,9635,9890,10066,10185,10185,10632,10909,11180,11355,11385,11430,11581,11674,11769,11837,11882,11903,11903,11983,12022,12058,12087,12119,12129,12146,12146,12181,12195,12207,12210,12213,12217,12218,12222,12228,12234,12235,12236,12236,12236,12244,12246,12249,12254,12256,12257,12262,12266,12268,12271,12271,12271,12271,12271,12271,12271,12271,12272,12272,12273,12273,12276,12277,12278,12279,12280,12281,12287,12291,12293,12293,12295,12296,12296,12304,12308,12314,12317,12318,12319,12321,12322,12327,12327,12330,12330,12332,12339,12342,12343,12345,12349,12349,12349,12350,12354,12364,12371,12380,12389,12395,12418,12453,12537,12605,12699,12775,12804,12883,12962,13038,13135,13217,13252,13300,13378,13447,13493,13567,13625,13669,13692,13757,13835,13907,13988,14055,14122,14137,14210,14333,14396,14446,14530,14570,14602,14686,14751,14802,14889,14889,14937,14974,15045,15086,15134,15170,15216,15248,15263,15299,15338,15379,15413,15452,15470,15483,15506,15550,15596,15642,15696,15713,15741,15814,15867,15925,15975,16031,16056,16086,16150,16216,16254,16303,16339,16373,16383,16428,16465,16500,16556,16592,16609,16618,16650,16684,16704,16742,16777,16787,16804,16837,16866,16885,16899,16921,16934,16936,16955,16972,16984,16998,17002,17011,17012,17027,17047,17053,17062,17072,17084,17091,17100,17111,17123,17134,17146,17156,17162,17162,17176,17187,17197,17216,17225,17234,17248,17259,17270,17282,17303,17321,17335,17348,17362,17374,17384,17390,17397,17401,17401,17426,17440,17455,17470,17485,17487,17502,17517,17540,17560,17572,17589,17598,17618,17657,17693,17720,17747,17770,17807,17901,18082,18299,18622,18884,19049,19247,19645,20199,20710,21325,22141,22551,22962,23692,24748,25988,26952,27915,28663,29069,29758,30864,30864,32892,32892,32892,33942,34368,34368,35307,35617,35878,36013,36092,36323,36594,36722,36875,36967,37085,37128,37281,37426,37526,37638,37747,37809,37854,37966,38073,38172,38267,38336,38380,38394,38465,38530,38608,38657,38695,38717,38737,38778,38828,38867,38896,38915,38933,38944,38960,39016,39082,39133,39133,39133,39133,39185,39185,39185,39459,39459,39459,39459,39459,39560,39560,39853,39853,39853,39853,39853,39853,39853,40217,40217,40217,40217,40217,40346,40346,40671,40671,40671,40671,40671,40802,40802,41153,41153,41153,41153,41153,41306,41306,41306,41652,41652,41652,41652,41729,41729,41729,41966,41966,41966,41966,42035,42035,42241,42241,42241,42241,42241,42330,42330,42330,42567,42567,42567,42567,42674,42674,43017,43017,43017,43017,43017,43149,43149,43522,43522,43522,43522,43522,43622,43622,43864,43864,43864,43864,43864,43953,43953,43953,44127,44127,44127,44127,44127,44127,44127,44127,44127,44127,44127,44314,44314,44314,44314,44314,44314,44314,44440,44440,44440,44440,44440,44440,44440,44545,44545,44545,44545,44545,44545,44545,44662,44662,44662,44662,44662,44662,44782,44782,44782,44782,44782,44782,44932,44932,44932,44932,44932,44932,44932,45063,45063,45063,45063,45063,45063,45063,45063,45127,45127,45127,45127,45127,45127,45127,45127,45209,45209,45209,45209,45209,45209,45209,45243,45243,45243,45243,45243,45243,45243,45277,45277,45277,45277,45277,45277,45277,45302,45302,45302,45302,45302,45302,45302,45318,45318,45318,45318,45318,45318,45318,45345,45345,45345,45345,45345,45345,45345,45357,45357,45357,45357,45357,45357,45357,45368,45368,45368,45368,45368,45368,45368,45390,45390,45390,45390,45390,45390,45390,45406,45406,45406,4540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+Sint 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+,Saint Kitts and Nevis,17.357822,-62.782998,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,7,8,8,9,9,9,10,10,11,11,11,12,12,12,12,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,20,20,22,22,22,22,22,22,22,22,22,22,22,25,25,25,25,25,26,27,27,27,28,28,28,28,30,30,30,30,30,30,30,30,30,32,32,32,32,32,32,33,33,33,33,33,33,34,34,34,34,34,34,34,34,34,34,35,35,35,35,35,35,35,35,37,37,37,37,37,37,38,39,39,39,40,40,40,40,40,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,42,42,43,43,43,43,43,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,46,46,46,50,60,60,60,64,68,68,68,68,73,73,75,78,83,83,83,83,83,83,83,155,155,155,209,244,279,304,330,341,350,377,396,425,425,428,429,439,443,446,457,476,490,492,492,515,517,519,520,525,530,538,540,544,544,548,550,550,554,557,557,560,563,564,565,573,578,582,582,589,593,594,594,600,600,600,603,611,614,620,620,630,630,636,642,655,655,681,708,742,773,792,823,823,883,929,955,995,1024,1053,1053,1091,1121,1148,1148,1148,1148,1230,1279,1310,1352,1352,1439,1464,1476,1510,1556,1589,1589,1632,1632,1680,1680,1718,1762,1762,1800,1835,1872,1891,1891,1918,1965,1994,1994,2037,2073,2246,2294,2320,2361,2361,2412,2435,2466,2511,2525,2546,2550,2556,2574,2589,2591,2619,2623,2625,2637,2637,2657,2664,2668,2669,2669,2675,2686,2696,2701,2708,2708,2717,2717,2717,2730,2735,2736,2745,2749,2749,2753,2756,2764,2764,2764,2766,2767,2774,2774,2774,2777,2779,2782,2782,2786,2786,2787,2789,2789,2790,2790,2791,2791,2792,2795,2796,2796,2796,2796,2797,2798,2801,2801,2801,2808,2809,2815,2815,2822,2836,2843,2848,2877,2918,2918,2999,3043,3193,3252,3333,3489,3666,3904,4056,4145,4216,4339,4484,4645,4645,4882,4933,4968,5026,5065,5141,5190,5230,5254,5254,5254,5331,5368,5393,5419,5422,5422,5446,5453,5467,5469,5475,5475,5484,5488,5492,5495,5497,5498,5499,5505,5508,5511,5511,5518,5523,5523,5523,5523,5524,5525,5526,5530,5530,5530,5530,5530,5531,5533,5536,5536,5536,5537,5537,5538,5538,5540,5540,5541,5541,5541,5544,5544,5544,5548,5548,5548,5548,5548,5548,5548,5548,5549,5549,5549,5549,5549,5549,5549,5549,5550,5551,5551,5552,5553,5553,5554,5554,5554,5555,5555,5557,5559,5559,5561,5561,5561,5561,5561,5561,5562,5562,5562,5562,5562,5562,5566,5566,5566,5570,5570,5583,5587,5587,5591,5595,5596,5600,5602,5605,5605,5610,5622,5626,5643,5654,5669,5669,5671,5688,5697,5701,5707,5707,5719,5719,5729,5746,5757,5782,5798,5805,5809,5811,5821,5824,5824,5824,5851,5852,5873,5873,5890,5899,5899,5910,5913,5913,5924,5941,5941,5941,5941,5965,5992,6022,6065,6102,6157,6157,6157,6193,6228,6254,6266,6293,6293,6308,6332,6332,6355,6367,6367,6377,6383,6399,6399,6413,6422,6422,6422,6430,6435,6442,6453,6453,6453,6462,6462,6464,6467,6470,6470,6477,6477,6477,6477,6485,6485,6485,6485,6492,6492,6493,6493,6493,6495,6495,6495,6495,6499,6501,6507,6508,6509,6509,6509,6511,6512,6515,6517,6517,6517,6517,6524,6524,6524,6524,6524,6524,6532,6532,6536,6541,6541,6541,6541,6541,6541,6543,6543,6543,6543,6543,6543,6543,6543,6544,6544,6544,6544,6544,6545,6545,6545,6545,6545,6545,6545,6546,6546,6546,6547,6547,6547,6547,6547,6547,6548,6548,6548,6548,6548,6548,6548,6548,6548,6548,6548,6548,6548,6548,6549,6549,6549,6549,6549,6549,6549,6551,6552,6552,6552,6552,6552,6552,6552,6552,6552,6552,6552,6552,6554,6556,6556,6556,6556,6556,6556,6556,6556,6556,6556,6556,6556,6559,6559,6559,6559,6559,6559,6559,6559,6559,6559,6560,6560,6560,6560,6560,6560,6560,6562,6562,6562,6562,6562,6562,6562,6562,6562,6562,6562,6562,6562,6571,6571,6571,6571,6571,6573,6574,6578,6578,6578,6578,6581,6581,6584,6585,6585,6585,6585,6585,6586,6588,6590,6591,6591,6591,6592,6592,6592,6592,6592,6592,6592,6592,6592,6592,6592,6592,6593,6593,6594,6595,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6597,6597,6597,6597,6597,6597,6597 +,Saint Lucia,13.9094,-60.9789,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,2,3,3,3,3,3,3,9,9,13,13,13,13,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,17,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,22,22,22,22,22,22,22,22,22,22,22,22,22,23,23,23,23,23,23,23,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,28,28,29,29,29,29,31,31,32,33,33,36,36,38,42,48,52,54,63,65,67,76,78,78,84,84,97,105,106,110,123,131,141,148,148,148,156,160,162,171,178,183,203,203,204,220,223,226,235,238,246,252,257,259,259,261,262,262,265,265,270,270,270,270,274,274,275,278,278,278,279,280,282,287,287,303,305,305,305,305,305,331,331,340,353,353,353,353,360,380,382,383,395,438,438,462,490,502,543,576,611,611,621,656,713,718,755,770,810,886,921,969,1029,1195,1195,1195,1411,1470,1479,1556,1556,1813,1813,2027,2027,2027,2415,2487,2487,2519,2519,2549,2576,2620,2620,2860,3078,3135,3142,3149,3149,3356,3356,3390,3390,3779,3803,3814,3814,3843,3866,3871,3902,3941,3966,3989,3989,4031,4053,4069,4083,4097,4113,4113,4121,4132,4149,4161,4172,4191,4191,4191,4202,4228,4238,4245,4265,4273,4273,4273,4297,4304,4312,4329,4347,4348,4355,4355,4355,4355,4398,4401,4401,4419,4419,4444,4455,4455,4463,4486,4502,4508,4508,4534,4552,4560,4560,4560,4573,4585,4607,4607,4654,4654,4690,4700,4725,4725,4788,4818,4818,4818,4871,4906,4923,4935,4935,4945,4945,4968,4980,5002,5035,5035,5053,5067,5072,5072,5102,5108,5108,5133,5138,5148,5156,5160,5168,5179,5179,5180,5186,5188,5188,5206,5211,5216,5218,5227,5238,5238,5262,5269,5278,5284,5292,5296,5302,5302,5302,5326,5326,5352,5363,5374,5380,5399,5399,5416,5430,5439,5455,5462,5470,5480,5481,5484,5496,5496,5516,5516,5520,5529,5529,5537,5567,5581,5610,5610,5632,5652,5671,5688,5713,5779,5837,5913,5949,5982,6112,6194,6287,6366,6475,6475,6578,6857,6955,6955,7111,7232,7232,7536,7713,7713,8050,8111,8155,8219,8322,8542,8887,9025,9149,9191,9258,9327,9403,9403,9527,9823,9823,9971,10082,10217,10344,10399,10520,10605,10624,10727,10852,10961,11053,11144,11231,11320,11459,11459,11573,11636,11693,11693,11709,11727,11833,11942,11970,11970,12017,12054,12095,12129,12129,12206,12228,12234,12280,12313,12331,12385,12411,12426,12433,12465,12486,12517,12536,12559,12559,12573,12586,12610,12645,12673,12688,12688,12748,12748,12757,12785,12808,12827,12835,12837,12844,12851,12872,12894,12894,12904,12909,12909,12927,12927,12954,12954,12977,12989,13000,13017,13017,13027,13027,13034,13048,13052,13067,13067,13086,13086,13086,13098,13105,13115,13127,13136,13136,13149,13166,13177,13209,13225,13248,13275,13302,13319,13357,13410,13473,13570,13640,13732,13816,13881,13974,14232,14414,14654,14874,15101,15372,15937,16505,16969,16969,17250,17531,17666,17871,18322,18746,19468,19680,19755,19967,20192,20417,20417,20798,20909,20942,20942,21081,21399,21399,21513,21513,21535,21768,21831,21873,21932,21932,22048,22121,22177,22269,22426,22468,22468,22468,22545,22568,22594,22627,22649,22649,22667,22694,22712,22729,22733,22733,22733,22779,22795,22808,22811,22822,22833,22833,22847,22853,22856,22862,22870,22878,22878,22884,22891,22892,22905,22907,22919,22919,22929,22941,22947,22953,22953,22959,22959,22964,22965,22977,22991,22998,23010,23029,23037,23045,23045,23045,23050,23050,23094,23094,23094,23111,23161,23161,23201,23239,23239,23285,23285,23285,23361,23394,23394,23394,23459,23482,23538,23612,23635,23635,23723,23778,23798,23978,23978,24164,24164,24267,24396,24514,24655,24780,24873,24873,24957,25054,25132,25315,25315,25538,25538,25593,25593,25593,25777,25877,25999,26092,26092,26206,26234,26250,26316,26453,26453,26538,26584,26629,26688,26704,26704,26722,26722,26763,26780,26816,26816,26885,26911,26937,26970,26984,27022,27022,27049,27094,27094,27094,27133,27133,27204,27252,27252,27252,27337,27337,27408,27408,27464,27464,27464,27464,27533,27533,27559,27654,27654,27654,27755,27755,27755,27843,27843,27966,27966,27966,27966,27966,28062,28161,28161,28161,28161,28233,28233,28233,28341,28341,28341,28341,28341,28379,28461,28542,28542,28542,28621,28621,28621,28621,28689,28689,28689,28689,28775,28775,28775,28832,28894,28894,28894,28894,28894,28894,28894,28894,28894,28894,28894,28959,28959,28959,28959,28959,28959,28959,28959,28959,28959,28959,29408,29408,29408,29408,29408,29408,29408,29408,29408,29517,29517,29517,29517,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29636,29636,29639,29639,29639,29639,29639,29654,29654,29654,29654,29654,29654,29654,29654,29654,29654,29676,29676,29676,29676,29676,29676,29692,29692,29692,29692,29692,29692,29692,29692,29692,29692,29692,29692,29711,29711,29711,29711,29711,29711,29711,29723,29723,2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+,Saint Vincent and the Grenadines,12.9843,-61.2872,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,3,7,7,7,8,8,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,14,14,14,15,15,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,18,18,18,18,18,18,18,18,25,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,27,27,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,35,35,35,35,35,35,38,44,50,50,52,52,52,52,52,52,52,52,52,54,54,55,55,55,56,56,56,56,57,57,57,57,57,57,57,57,58,58,58,58,58,58,58,58,58,58,60,60,60,60,60,61,61,61,61,61,61,62,62,62,62,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,65,67,67,67,68,68,68,73,73,73,73,74,74,74,74,74,75,75,75,75,76,76,76,76,76,76,77,77,78,78,78,78,83,83,84,84,84,84,84,84,84,84,85,85,85,85,85,85,87,87,87,87,87,87,90,91,94,94,98,98,98,100,100,100,100,104,104,107,108,108,108,109,109,109,113,115,121,121,122,124,124,133,149,149,149,225,249,249,284,284,340,450,450,478,494,602,602,690,690,720,738,746,746,827,827,896,896,901,901,1059,1059,1067,1170,1202,1269,1283,1283,1340,1370,1370,1418,1418,1453,1457,1462,1462,1494,1498,1503,1503,1511,1519,1519,1519,1556,1556,1628,1628,1645,1645,1645,1645,1663,1663,1663,1670,1674,1674,1680,1680,1680,1681,1681,1684,1692,1696,1696,1696,1696,1703,1715,1721,1723,1738,1739,1739,1748,1750,1754,1755,1758,1764,1765,1766,1774,1789,1790,1792,1806,1806,1812,1818,1819,1819,1819,1819,1819,1827,1827,1827,1830,1830,1839,1844,1850,1855,1864,1864,1882,1882,1882,1882,1889,1895,1912,1912,1922,1922,1926,1928,1932,1932,1937,1937,1940,1949,1954,1962,1973,1973,1978,1989,2006,2006,2014,2027,2027,2035,2044,2044,2044,2065,2068,2076,2076,2092,2092,2132,2132,2147,2156,2156,2158,2172,2178,2183,2192,2195,2196,2207,2207,2216,2216,2218,2219,2219,2225,2225,2227,2229,2229,2233,2238,2240,2240,2240,2241,2241,2242,2245,2245,2249,2258,2258,2260,2260,2263,2263,2266,2271,2271,2271,2271,2271,2280,2288,2288,2291,2291,2291,2297,2297,2298,2298,2298,2298,2299,2299,2301,2306,2307,2308,2308,2314,2314,2320,2320,2320,2320,2320,2320,2320,2321,2321,2321,2326,2331,2331,2336,2336,2348,2355,2358,2361,2371,2379,2385,2389,2391,2421,2446,2446,2487,2521,2559,2613,2613,2728,2791,2830,2848,2964,3071,3158,3247,3338,3359,3369,3423,3508,3563,3563,3676,3776,3838,3866,3965,3965,3965,4096,4096,4096,4096,4096,4096,4418,4623,4627,4637,4729,4786,4814,4814,4850,4860,4860,4905,4941,4951,4951,4995,4995,5012,5050,5073,5092,5092,5092,5123,5123,5167,5204,5257,5270,5270,5326,5326,5326,5359,5378,5391,5391,5414,5414,5446,5469,5500,5500,5500,5525,5525,5562,5579,5579,5579,5623,5623,5645,5645,5645,5692,5692,5722,5722,5723,5723,5723,5758,5758,5758,5758,5784,5810,5810,5828,5828,5828,5828,5843,5850,5850,5850,5850,5952,5991,5991,6039,6247,6247,6247,6247,6247,6562,6562,6575,6581,6581,6581,6599,6604,6604,6615,6615,6615,6615,6660,6662,9385,9447,9447,9447,9447,7903,7929,7939,7939,8035,8035,8035,8114,8134,8144,8144,8144,8144,8144,8246,8248,8248,8278,8278,8278,8278,8278,8297,8301,8303,8305,8305,8305,8309,8311,8311,8313,8316,8316,8316,8320,8321,8321,8321,8323,8323,8323,8323,8323,8326,8326,8326,8326,8326,8329,8330,8330,8330,8332,8332,8332,8333,8335,8335,8335,8335,8335,8335,8335,8338,8338,8339,8339,8339,8339,8342,8344,8344,8348,8348,8348,8348,8348,8352,8355,8378,8383,8383,8383,8394,8404,8406,8413,8419,8419,8419,8419,8425,8425,8428,8439,8439,8439,8450,8472,8479,8484,8494,8494,8494,8500,8527,8527,8570,8591,8591,8591,8591,8626,8641,8657,8670,8670,8670,8670,8670,8717,8741,8762,8762,8762,8762,8807,8807,8807,8883,8883,8883,8883,8916,8929,8936,8956,8956,8956,8956,8995,9000,9008,9026,9026,9026,9026,9038,9045,9051,9058,9058,9058,9058,9060,9075,9076,9083,9083,9083,9083,9127,9162,9183,9183,9183,9183,9183,9240,9240,9267,9282,9282,9282,9282,9321,9330,9330,9354,9354,9354,9354,9370,9370,9378,9390,9390,9390,9390,9396,9396,9396,9404,9404,9404,9404,9405,9405,9412,9412,9412,9412,9412,9414,9415,9415,9420,9420,9420,9420,9428,9428,9429,9430,9430,9430,9430,9430,9430,9430,9430,9430,9430,9446,9446,9446,9446,9446,9446,9446,9446,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9450,9450,9450,9450,9450,9452,9452,9452,9452,9452,9452,9452,9457,9457,9457,9457,9457,9457,9457,9459,9459,9459,9459,9459,9459,9459,9459,9459,9459,9459,9459,9459,9462,9462,9462,9462,9462,9462,9462,9462,9462,9462,9462,9462,9462,9462,9468,9474,9474,9474,9474,9474,9474,9474,9474,9474,9482,9482,9482,9500,9500,9500,9500,9500,9500,9500,9500,9521,9521,9521,9521,9521,9521,9521,9521,9521,9538,9538,9538,9538,9538,9538,9538,9552,9552,9552,9552,9552,9552,9563,9563,9563,9563,9563,9563,9563,9572,9572,9572,9572,9572,9572,9581,9581,9581,9581,9581,9581,9581,9585,9585,9585,9585,9585,9585,9585,9587,9587,9587,9587,9587,9587,9587,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589 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+,Sao Tome and Principe,0.1864,6.6131,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,8,8,14,16,16,16,23,174,174,187,208,208,208,208,208,220,235,235,235,235,246,251,251,251,251,251,251,299,441,443,458,463,479,483,484,484,484,485,499,499,513,513,514,611,632,639,659,661,662,671,683,688,693,698,698,702,707,710,711,712,713,713,713,714,715,717,719,719,720,721,724,724,726,727,727,729,732,732,737,740,741,743,746,746,746,747,749,860,862,863,865,867,868,870,871,874,874,874,875,878,878,878,878,878,878,881,882,883,885,885,885,885,885,885,888,891,892,892,892,892,892,894,895,895,896,896,896,896,897,897,898,898,898,898,898,901,906,906,906,906,907,907,907,908,908,908,908,908,908,910,911,911,911,911,911,911,911,911,913,913,913,914,914,921,922,922,929,929,929,929,929,932,932,933,933,933,935,935,938,940,940,941,941,943,944,945,945,949,949,954,958,958,960,962,962,962,962,962,963,963,964,965,965,967,967,974,974,979,979,981,981,982,985,985,989,989,991,996,997,997,999,999,999,1002,1005,1005,1009,1009,1009,1009,1010,1010,1010,1011,1011,1012,1012,1012,1012,1012,1012,1014,1014,1014,1014,1014,1014,1014,1022,1024,1024,1024,1024,1025,1035,1054,1066,1066,1066,1090,1105,1119,1125,1130,1142,1142,1151,1170,1171,1182,1188,1188,1189,1210,1221,1232,1245,1256,1257,1259,1283,1287,1298,1346,1351,1351,1355,1385,1430,1431,1478,1482,1482,1482,1520,1535,1548,1578,1578,1610,1628,1655,1672,1719,1745,1786,1786,1828,1840,1881,1898,1923,1944,1950,1961,1977,2010,2035,2057,2078,2078,2084,2085,2107,2114,2123,2142,2145,2157,2159,2174,2177,2196,2210,2212,2215,2221,2223,2232,2236,2240,2240,2244,2248,2255,2255,2261,2263,2266,2267,2268,2269,2271,2272,2275,2275,2275,2283,2288,2292,2292,2297,2298,2299,2299,2301,2301,2302,2302,2310,2310,2311,2314,2317,2317,2318,2318,2318,2320,2320,2320,2324,2327,2327,2330,2332,2333,2334,2335,2338,2338,2338,2338,2338,2338,2344,2345,2345,2345,2345,2347,2349,2353,2353,2353,2353,2353,2354,2355,2356,2357,2358,2358,2358,2358,2358,2360,2362,2362,2362,2363,2363,2364,2365,2365,2365,2365,2366,2366,2369,2369,2376,2376,2377,2383,2386,2386,2387,2392,2392,2392,2392,2395,2400,2406,2410,2410,2410,2410,2417,2417,2420,2424,2424,2424,2424,2432,2432,2446,2454,2454,2454,2457,2463,2465,2468,2470,2470,2475,2476,2478,2480,2482,2488,2488,2489,2492,2496,2502,2517,2524,2524,2524,2546,2555,2570,2579,2590,2590,2593,2608,2627,2634,2657,2683,2683,2692,2697,2709,2738,2787,2814,2816,2825,2877,2893,2984,3025,3040,3043,3097,3115,3192,3217,3295,3338,3344,3349,3408,3453,3459,3504,3531,3535,3536,3564,3584,3600,3613,3626,3628,3629,3639,3649,3659,3670,3675,3677,3677,3685,3687,3689,3691,3697,3697,3697,3705,3705,3705,3710,3712,3714,3714,3715,3715,3718,3720,3721,3729,3729,3730,3730,3730,3730,3730,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3732,3732,3732,3733,3733,3733,3733,3733,3733,3733,3733,3733,3733,3733,3735,3735,3735,3735,3735,3736,3737,3741,3744,3755,3758,3759,3790,3819,3877,3897,3903,3912,3945,4010,4034,4151,4416,4735,4892,4916,5052,5235,5404,5458,5495,5525,5569,5634,5651,5785,5798,5816,5832,5836,5849,5856,5867,5873,5883,5885,5890,5899,5903,5907,5908,5911,5912,5912,5912,5913,5916,5919,5920,5920,5920,5920,5922,5922,5924,5925,5926,5930,5930,5932,5932,5933,5933,5934,5934,5934,5934,5934,5939,5939,5939,5939,5939,5939,5939,5939,5939,5939,5936,5937,5938,5938,5938,5940,5941,5941,5943,5943,5943,5944,5945,5945,5945,5945,5945,5945,5945,5945,5945,5948,5948,5948,5948,5948,5948,5948,5948,5948,5948,5948,5948,5948,5948,5953,5953,5953,5953,5953,5953,5953,5957,5957,5957,5957,5957,5957,5957,5964,5964,5964,5964,5964,5964,5964,5970,5970,5970,5970,5970,5970,5970,5973,5973,5973,5973,5973,5973,5973,5982,5982,5982,5982,5982,5982,5982,5991,5991,5991,5991,5991,5991,5991,6003,6003,6003,6003,6003,6003,6003,6010,6010,6010,6010,6010,6010,6010,6023,6023,6023,6023,6023,6023,6023,6043,6043,6043,6043,6043,6043,6043,6064,6064,6064,6064,6064,6064,6064,6064,6079,6079,6079,6079,6079,6079,6087,6087,6087,6087,6087,6087,6087,6087,6100,6100,6100,6100,6100,6100,6115,6115,6115,6115,6115,6115,6115,6115,6120,6120,6120,6120,6120,6120,6123,6123,6123,6123,6123,6123,6123,6136,6136,6136,6136,6136,6136,6136,6153,6153,6153,6153,6153,6153,6153,6177,6177,6177,6177,6177,6177,6177,6193,6193,6193,6193,6193,6193,6193,6193,6209,6209,6209,6209,6209,6209,6230,6230,6230,6230,6230,6230,6230,6230,6230,6236,6236,6236,6236,6236,6252,6252,6252,6252,6252,6252,6252,6252,6263,6263,6263,6263,6263,6263,6263,6263,6266,6266,6266,6266,6266,6266,6270,6270,6270,6270,6270,6270,6270,6275,6275,6275,6275,6275,6275,6275,6275,6275,6275,6275,6275,6275,6275,6278,6278,6278,6278,6278,6278,6278,6278,6278,6278,6278,6278,6278,6278,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281 +,Saudi Arabia,23.885942,45.079162,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,5,5,5,11,15,20,21,45,86,103,103,118,171,171,274,344,392,511,562,767,900,1012,1104,1203,1299,1453,1563,1720,1885,2039,2179,2402,2605,2795,2932,3287,3651,4033,4462,4934,5369,5862,6380,7142,8274,9362,10484,11631,12772,13930,15102,16299,17522,18811,20077,21402,22753,24097,25459,27011,28656,30251,31938,33731,35432,37136,39048,41014,42925,44830,46869,49176,52016,54752,57345,59854,62545,65077,67719,70161,72560,74795,76726,78541,80185,81766,83384,85261,87142,89011,91182,93157,95748,98869,101914,105283,108571,112288,116021,119942,123308,127541,132048,136315,141234,145991,150292,154233,157612,161005,164144,167267,170639,174577,178504,182493,186436,190823,194225,197608,201801,205929,209509,213716,217108,220144,223327,226486,229480,232259,235111,237803,240474,243238,245851,248416,250920,253349,255825,258156,260394,262772,264973,266941,268934,270831,272590,274219,275905,277478,278835,280093,281456,282824,284226,285793,287262,288690,289947,291468,293037,294519,295902,297315,298542,299914,301323,302686,303973,305186,306370,307479,308654,309768,310836,311855,312924,313911,314821,315772,316670,317486,318319,319141,319932,320688,321456,322237,323012,323720,324407,325050,325651,326258,326930,327551,328144,328720,329271,329754,330246,330798,331359,331857,332329,332790,333193,333648,334187,334605,335097,335578,335997,336387,336766,337243,337711,338132,338539,338944,339267,339615,340089,340590,341062,341495,341854,342202,342583,342968,343373,343774,344157,344552,344875,345232,345631,346047,346482,346880,347282,347656,348037,348510,348936,349386,349822,350229,350592,350984,351455,351849,352160,352601,352950,353255,353556,353918,354208,354527,354813,355034,355258,355489,355741,356067,356389,356691,356911,357128,357360,357623,357872,358102,358336,358526,358713,358922,359115,359274,359415,359583,359749,359888,360013,360155,360335,360516,360690,360848,361010,361178,361359,361536,361725,361903,362066,362220,362339,362488,362601,362741,362878,362979,363061,363155,363259,363377,363485,363582,363692,363809,363949,364096,364271,364440,364613,364753,364929,365099,365325,365563,365775,365988,366185,366371,366584,366807,367023,367276,367543,367813,368074,368329,368639,368945,369248,369575,369961,370278,370634,370987,371356,371720,372073,372410,372732,373046,373368,373702,374029,374366,374691,375006,375333,375668,376021,376377,376723,377061,377383,377700,378002,378333,378708,379092,379474,379831,380182,380572,380958,381348,381708,382059,382407,382752,383106,383499,383880,384271,384653,385020,385424,385834,386300,386782,387292,387794,388325,388866,389422,390007,390597,391325,392009,392682,393377,394169,394952,395854,396758,397636,398435,399277,400228,401157,402142,403106,404054,404970,405940,407010,408038,409093,410191,411263,412216,413174,414219,415281,416307,417363,418411,419348,420301,421300,422316,423406,424445,425442,426384,427370,428369,429389,430505,431432,432269,433094,433980,435027,436239,437569,438705,439847,440914,442071,443460,444780,445963,447178,448284,449191,450436,451687,452956,454217,455418,456562,457546,458707,459968,461242,461242,463703,464780,465797,466906,468175,469414,470723,471959,473112,474191,475403,476882,478135,479390,480702,482003,483221,484539,486106,487592,489126,490464,491612,492785,494032,495309,496516,497773,498906,500083,501195,502439,503734,504960,506125,507423,508521,509576,510869,512142,513284,514446,515693,516949,518143,519395,520774,522108,522108,522108,525730,526814,526814,526814,526814,526814,531935,531935,531935,531935,531935,531935,531935,537374,537374,537374,539129,539129,539129,540244,540244,541201,541201,541994,541994,541994,541994,543318,543318,543318,543318,543318,543318,543318,543318,543318,545243,545243,545505,545505,545727,545829,545829,545829,545829,545829,545829,546336,546411,546411,546411,546612,546681,546735,546735,546735,546882,546926,546985,547035,547035,547134,547134,547134,547134,547134,547357,547402,547449,547497,547532,547591,547649,547704,547761,547797,547845,547890,547931,547969,548018,548065,548111,548162,548205,548252,548303,548368,548423,548474,548530,548571,548617,548666,548711,548760,548805,548848,548890,548930,548973,549022,549060,549103,549148,549192,549222,549260,549297,549339,549377,549412,549443,549479,549518,549556,549590,549618,549642,549671,549695,549720,549752,549786,549810,549848,549877,549912,549955,549997,550043,550088,550136,550189,550240,550304,550369,550457,550542,550622,550738,550842,550988,551210,551462,551749,552081,552406,552795,553319,553921,554665,555417,556236,557082,558106,559852,562437,565482,568650,572225,575293,578753,583531,588183,593545,599044,604672,609953,615430,620935,626808,632736,638327,643211,647819,652354,657192,661733,666259,670997,675471,679384,683053,687264,691125,695217,699069,702624,705637,708897,712644,715974,719136,722002,724525,726251,728387,730614,732596,734389,735958,737334,738331,739344,740396,741237,741864,742541,743205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+,South Africa,-30.5595,22.9375,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,3,3,7,13,17,24,38,51,62,62,116,150,202,240,274,402,554,709,927,1170,1187,1280,1326,1353,1380,1462,1505,1585,1655,1686,1749,1845,1934,2003,2028,2173,2272,2415,2506,2605,2783,3034,3158,3300,3465,3635,3953,4220,4361,4546,4793,4996,5350,5647,5951,6336,6783,7220,7572,7808,8232,8895,9420,10015,10652,11350,12074,12739,13524,14355,15515,16433,17200,18003,19137,20125,21343,22583,23615,24264,25937,27403,29240,30967,32683,34357,35812,37525,40792,43434,45973,48285,50879,52991,55421,58568,61927,65736,70038,73533,76334,80412,83890,87715,92681,97302,101590,106108,111796,118375,124590,131800,138134,144264,151209,159333,168061,177124,187977,196750,205721,215855,224665,238339,250687,264184,276242,287796,298292,311049,324221,337594,350879,364328,373628,381798,394948,408052,421996,434200,445433,452529,459761,471123,482169,493183,503290,511485,516862,521318,529877,538184,545476,553188,559859,563598,566109,568919,572865,579140,583653,587345,589886,592144,596060,599940,603338,607045,609773,611450,613017,615701,618286,620132,622551,625056,627041,628259,630595,633015,635078,636884,638517,639362,640441,642431,644438,646398,648214,649793,650749,651521,653444,655572,657627,659656,661211,661936,663282,665188,667049,668529,669498,670766,671669,672572,674339,676084,677833,679716,681289,682215,683242,685155,686891,688352,690896,692471,693359,694537,696414,698184,700203,702131,703793,705254,706304,708359,710515,712412,714246,715868,716759,717851,719714,721770,723682,725452,726823,727595,728836,730548,732414,734175,735906,737278,738525,740254,742394,744732,746945,749182,751024,752269,754256,757144,759658,762763,765409,767679,769759,772252,775502,778571,781941,785139,787702,790004,792299,796472,800872,805804,810449,814565,817878,821889,828598,836764,845083,852965,860964,866127,873679,883687,892813,901538,912477,921922,930711,940212,954258,968563,983359,994911,1004413,1011871,1021451,1039161,1057161,1073887,1088889,1100748,1113349,1127759,1149591,1170590,1192570,1214176,1231597,1246643,1259748,1278303,1296806,1311686,1325659,1337926,1346936,1356716,1369426,1380807,1392568,1404839,1412986,1417537,1423578,1430648,1437798,1443939,1449236,1453761,1456309,1458958,1463016,1466767,1470516,1473700,1476135,1477511,1479253,1482412,1484900,1487681,1490063,1491807,1492909,1494119,1496439,1498766,1500677,1502367,1503796,1504588,1505586,1507448,1509124,1510778,1512225,1513393,1513959,1514815,1516262,1517666,1518979,1520206,1521068,1521706,1522697,1524174,1525648,1526873,1528414,1529420,1530033,1530966,1532497,1533961,1535423,1536801,1537852,1538451,1538961,1540009,1541563,1543079,1544466,1545431,1545979,1546735,1548157,1549451,1550724,1551501,1551964,1552416,1552853,1553609,1554975,1556242,1557527,1558458,1559113,1559960,1561559,1562931,1564355,1565680,1566769,1567513,1568366,1569935,1571348,1572985,1574370,1575471,1576320,1577200,1578450,1579536,1581210,1582842,1584064,1584961,1586148,1588221,1590370,1592626,1592626,1596595,1597724,1599272,1602031,1605252,1608393,1611143,1613728,1615485,1617840,1621362,1625003,1628335,1632571,1635465,1637848,1637848,1645555,1649977,1654551,1659070,1659070,1665617,1669231,1675013,1680373,1686041,1691491,1696564,1699849,1704058,1712939,1722086,1730106,1739425,1747082,1752630,1761066,1774312,1786079,1796589,1810164,1823319,1832479,1843572,1861065,1877143,1895905,1913861,1928897,1941119,1954466,1973972,1995556,2019826,2046311,2062896,2075409,2090909,2112336,2135246,2157687,2179297,2195599,2206781,2219316,2236805,2253240,2269179,2283880,2295095,2302304,2311232,2327472,2342330,2356049,2368105,2377823,2383490,2391223,2408525,2422151,2435036,2447454,2456184,2461758,2470746,2484009,2497655,2511178,2523488,2533466,2540222,2546762,2554240,2568511,2582427,2595447,2605586,2613569,2624254,2638981,2652652,2666964,2680225,2690973,2698605,2708951,2722202,2734973,2747018,2757191,2764931,2770575,2777659,2787203,2796405,2805604,2814014,2819945,2824063,2829834,2836773,2843042,2848925,2854234,2858195,2860835,2864534,2869201,2873415,2877063,2880349,2882630,2884134,2886331,2889298,2892081,2894342,2895976,2896943,2897521,2898888,2898888,2902672,2904307,2905613,2906422,2906851,2907619,2908768,2909757,2910681,2911497,2912145,2912346,2912938,2913880,2914827,2915560,2916179,2916593,2916803,2917255,2917846,2918366,2918883,2919332,2919632,2919778,2920109,2920581,2921114,2921589,2921886,2922116,2922222,2922391,2922735,2923054,2923393,2923751,2923956,2924072,2924317,2924622,2924978,2925371,2925677,2925939,2926075,2926348,2926914,2927499,2928288,2929175,2929862,2930174,2948760,2950035,2952500,2955328,2958548,2961406,2963679,2968052,2976613,2988148,3004203,3020569,3031694,3038075,3051222,3071064,3093452,3112469,3129622,3167497,3180785,3204642,3231031,3255816,3276529,3292609,3308074,3316585,3332008,3353106,3374262,3393109,3407937,3413540,3417318,3424534,3433554,3446532,3458286,3468079,3472436,3475512,3483590,3494696,3504554,3513813,3521572,352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+,South 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Kingdom,49.2138,-2.1358,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12,15,16,16,18,32,48,57,59,59,59,77,77,114,119,151,151,166,166,166,179,194,194,209,213,213,215,219,230,241,245,246,251,251,272,274,276,277,279,280,286,286,286,287,288,289,289,289,289,289,289,292,292,293,293,293,293,293,298,299,299,302,302,302,302,302,303,303,304,304,304,304,304,304,304,305,305,305,307,307,309,309,309,309,309,309,309,312,312,314,314,314,314,314,314,314,316,316,316,316,316,316,316,316,316,316,316,316,321,321,321,321,321,321,325,325,325,325,327,327,327,327,327,327,327,327,328,328,328,330,331,331,331,331,332,332,335,335,336,337,337,339,339,339,341,343,346,348,348,350,351,352,354,354,356,356,356,359,361,363,364,366,366,366,368,369,372,372,372,372,373,373,376,377,378,379,381,382,384,387,389,389,391,393,393,395,397,397,397,402,403,404,407,411,417,417,421,423,427,433,438,441,443,452,462,465,480,485,486,488,488,498,505,510,516,521,527,534,540,545,556,560,565,567,573,580,584,593,606,618,633,648,656,659,671,688,702,719,732,746,757,766,773,784,798,811,819,826,835,840,873,898,928,956,986,1013,1048,1114,1174,1242,1265,1367,1394,1463,1520,1562,1639,1698,1786,1847,1907,2015,2115,2239,2276,2392,2445,2501,2567,2616,2639,2655,2682,2701,2712,2739,2762,2783,2799,2827,2854,2880,2897,2911,2920,2964,2982,2996,3005,3022,3033,3044,3051,3056,3065,3077,3090,3096,3113,3116,3122,3125,3130,3135,3140,3142,3150,3150,3157,3159,3169,3169,3171,3173,3174,3180,3186,3188,3190,3196,3198,3201,3202,3204,3206,3209,3211,3211,3211,3211,3211,3211,3212,3213,3215,3215,3216,3216,3218,3218,3219,3219,3219,3220,3220,3220,3220,3220,3221,3221,3221,3222,3222,3222,3222,3222,3222,3223,3223,3223,3223,3223,3224,3225,3225,3226,3227,3227,3227,3227,3228,3228,3228,3228,3228,3228,3228,3229,3230,3230,3230,3230,3230,3230,3231,3231,3231,3231,3231,3231,3231,3232,3232,3232,3232,3232,3232,3232,3232,3232,3232,3232,3232,3233,3233,3233,3234,3234,3234,3234,3235,3235,3235,3235,3235,3236,3236,3238,3240,3241,3241,3241,3241,3241,3241,3241,3241,3241,3241,3241,3241,3242,3245,3251,3255,3259,3267,3273,3275,3284,3285,3293,3294,3298,3300,3301,3307,3310,3320,3339,3364,3390,3415,3438,3454,3493,3545,3613,3681,3758,3804,3890,3963,4072,4211,4384,4543,4678,4805,5035,5239,5519,5727,6147,6328,6566,6868,7100,7329,7507,7649,7762,7860,7983,8094,8179,8256,8309,8382,8427,8481,8542,8572,8602,8629,8662,8674,8705,8742,8769,8818,8854,8887,8915,8953,8990,9017,9051,9074,9110,9148,9171,9207,9222,9246,9259,9276,9288,9313,9348,9378,9409,9438,9463,9497,9536,9563,9593,9614,9640,9664,9683,9709,9726,9741,9768,9779,9801,9816,9840,9864,9885,9911,9930,9944,9967,9989,10007,10036,10050,10051,10061,10074,10105,10128,10146,10176,10198,10225,10248,10277,10312,10339,10374,10409,10437,10466,10507,10535,10576,10614,10647,10688,10752,10794,10843,10896,10958,11027,11081,11158,11215,11255,11324,11381,11448,11504,11560,11660,11745,11825,11968,12103,12185,12272,12390,12498,12567,12692,12833,12953,13040,13231,13377,13519,13654,13746,13854,13948,14102,14237,14367,14516,14647,14757,14841,14973,15089,15223,15341,15439,15533,15615,15731,15849,15998,16116,16226,16342,16486,16631,16798,17006,17222,17412,17484,17605,18067,18589,19002,19428,19751,20254,20677,21054,21558,22210,22873,23338,23789,24217,24666,24993,25327,25618,25908,26164,26406,26731,27045,27344,27622,27899,28109,28396,28796,29187,29542,29887,30235,30490,30789,31202,31558,31883,32148,32364,32612,32852,33173,33445,33726,33970,34203,34367,34557,34785,35072,35301,35301,35301,35506,35983,36233,36420,36704,36704,36704,36881,37499,37851,38159,38480,38480,38480,38796,39490,39802,40111,40460,40460,40460,40807,41635,42018,42361,42675,42675,42675,42995,43796,44199,44492,44859,44859,44859,45146,45770,46108,46356,46596,46596,46596,46779,47156,47367,47561,47746,47746,47746,47881,48162,48305,48529,48529,48529,48529,48529,48644,49103,49228,49322,49322,49322,49408,49575,49656,49717,49778,49778,49778,49810,49810,49810,49810,50033,50033,50033,50033,50033,50033,50033,50033,50033,50033,50233,50233,50233,50233,50439,50439,50439,50439,50439,50439,50439,50611,50611,50611,50611,50611,50611,50740,50740,50740,50740,50740,50740,50740,50740,51132,51132,51132,51132,51132,51132,51132,51132,51132,51132,51792,51792,51792,51792,51792,51792,51792,51792,51792,52576,52576,53889,53889,53889,53889,53889,53889,53889,55473,55473,55473,55473,55473,55473,55473,56803,56803,56803,56803,56803,56803,56803,57541,57541,57541,57541,57541,57541,57541,58003,58003,58003,58003,58003,58003,58003,58331,58331,58331,58331,58331,58331,58331,58536,58536,58536,58536,58536,58536,58536,58536,58536,58536,58733,58733,58733,58733,58890,58890,58890,58890,58890,58890,58890,58890,58890,58890,58890,58890,59163,59163,59163,59163,59163,59270,59270,59270,59270,59555,59555,59555,59555,59555,59555,59555,59874,59874,59874,59874,59874,59874,59874,59874,59874,59874,59874,59874,60252,60252,60646,60646,60646,60646,60646,60646,60646,61048,61048,61048,61048,61048,61048,61048,61389,61389,61389,61389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diff --git a/covid_cases.csv b/covid_cases.csv new file mode 100644 index 00000000..b04fb216 --- /dev/null +++ b/covid_cases.csv @@ -0,0 +1,38 @@ +States Affected,No. of Cases (Lab Confirmed),No. of Cases (on admission),No. Discharged,No. of Deaths +Lagos,"26,708","2,435","24,037",236 +FCT,"9,627","2,840","6,694",93 +Kaduna,"4,504",579,"3,877",48 +Plateau,"4,262",280,"3,948",34 +Oyo,"3,788",368,"3,374",46 +Rivers,"3,279",232 ,"2,987",60 +Edo,"2,768",52,"2,603",113 +Ogun,"2,382",174,"2,175",33 +Kano,"2,032",198,"1,778",56 +Delta,"1,843",57,"1,737",49 +Ondo,"1,793",62,"1,690",41 +Katsina,"1,405",214,"1,167",24 +Enugu,"1,376",34,"1,321",21 +Kwara,"1,296",171,"1,094",31 +Gombe,"1,164",183,950,31 +Ebonyi,"1,091",24,"1,037",30 +Abia,980,25,945,10 +Osun,979 ,20,937,22 +Bauchi,897,108,775,14 +Borno,778,37,705,36 +Imo,734,61,661,12 +Nasarawa,600,262,325,13 +Benue,515,44,460,11 +Bayelsa,497,55,421,21 +Ekiti,405,24,375,6 +Akwa Ibom,395,44,342,9 +Jigawa,386,57,318,11 +Niger,381,69,300,12 +Adamawa,355,96,238,21 +Anambra,299,6,274,19 +Sokoto,228,40,171,17 +Taraba,203,19,177,7 +Yobe,164,33,123,8 +Kebbi,143,5,130,8 +Cross River,93,1,81,11 +Zamfara ,79,1,73,5 +Kogi,5,0,3,2 diff --git a/death_cases.csv b/death_cases.csv new file mode 100644 index 00000000..b07e2294 --- /dev/null +++ b/death_cases.csv @@ -0,0 +1,290 @@ 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+Australian Capital Territory,Australia,-35.4735,149.0124,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,5,6,8,6,6,8,8,9,9,9,9,9,9,9,9,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,13,13,13,13,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,16,16,16,16,18,19,19,20,20,22,22,22,24,25,25,25,26,26,26,26,26,26,26,27,28,28,29,29,31,31,31,31,31,31,31,31,32,31,32,32,33,33,33,33,33,33,33,34,34,34,34,34,34,34,34,34,34,34,37,37,37,37,38,38,38,38,38,38,38,38,38,38,39,39,39,39,39,39,41,42,42,42,42,43,43,43,44,45,45,46,46,46,47,47,47,47,47,47,47,48,49,50,50,50,50,50,50,50,50,51,52,53,54,54,55,55,55,55,56,58,58,58,58,58,58,58,59,60,60,60,60,60,61,61,61,61,62,62,62,64,64,64,64,64,64,64,66,67,67,68,68,68,68,68,68,68,74,74,74,75,78,78,78,78,78,78,78,78,78,79,80,80,80,80,81,81,81,81,82,82,84,83,84,84,84,84,84,84,84,84,85,86,89,89,89,89,89,90,90,92,92,92,96,97,100,100,101,101,102,106,107,108,109,110,110,110,114,116,116,117,117,117,117,117,124,121,121,123,123,123,123,123,124,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,127,127,127,127,127,127,127,127,127,127,127,127,127,127,128,128,128,128,128,128,128,128,128,128,128,128,128,128,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,130,130,130,130,130,130,135,135,135,135,135,135,135,136,136,136,136,136,136,136,138,138,138,138,138,138,138,138,138,138,138,138,138,138,142,142,142,142,142,142,142,148,148,148,148,148,148,148,148,148,148,148,148,148,148,152,152,152,152,152,152,152,152,157,157,157,157,157,157,157,157,157,157,157,157,157,157,224,224,224,224,224,224,224,224,224,224,224,224,224,228,228,228,228,228,228,228,228 +New South Wales,Australia,-33.8688,151.2093,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,2,2,2,2,2,2,4,5,5,6,6,6,6,7,7,7,7,8,8,8,8,9,10,12,12,16,18,21,21,21,22,23,24,25,25,25,25,26,26,26,26,26,26,31,33,33,34,34,39,40,41,41,42,42,43,44,44,44,44,44,44,44,45,45,45,45,45,46,46,47,47,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,50,50,50,50,50,50,50,50,50,50,50,50,51,51,51,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,55,55,56,56,56,56,57,58,58,59,59,59,60,60,62,62,66,65,67,67,68,68,69,69,71,76,77,83,82,83,87,89,91,93,97,102,110,111,114,115,119,122,125,128,128,130,133,135,137,143,147,150,154,161,173,177,180,185,193,201,207,216,224,231,238,240,252,264,276,282,295,299,309,314,320,331,342,351,363,370,385,391,406,416,426,432,439,449,457,468,479,485,493,498,502,508,512,514,524,529,533,540,541,546,548,552,556,557,560,562,564,567,568,572,576,580,584,587,590,591,598,602,605,606,608,608,609,610,612,612,615,618,618,620,621,623,625,625,625,625,625,625,628,628,628,628,629,630,630,632,633,634,634,637,639,639,640,641,641,642,643,643,643,645,647,648,649,649,649,652,653,656,657,663,668,669,673,675,684,689,700,709,725,743,754,775,797,826,846,866,883,919,951,976,1022,1052,1096,1110,1139,1168,1196,1231,1315,1366,1393,1422,1449,1487,1518,1536,1564,1578,1596,1616,1640,1659,1691,1713,1713,1743,1770,1784,1799,1811,1832,1839,1853,1859,1871,1877,1888,1895,1901,1910,1915,1924,1926,1936,1941,1946,1951,1960,1964,1971,1975,1982,1983,1989,1994,1999,2005,2017,2021,2025,2029,2034,2042,2049,2055,2056,2057,2066,2081,2098,2100,2444,2455,2461,2473,2487,2503,2511,2521,2529,2532,2543,2551,2572,2588,2606,2612,2616,2624,2639,2655,2668,2684,2692,2696,2714,2724,2743,2749,2769,2774,2779,2802,2823,2844,2851,2870,2876,2879,2896,2907,2930,2943,2962,2966,2970,2986,3000,3022,3032,3045,3052,3057,3071,3082,3112,3121,3146,3150,3151,3170,3179,3202,3213,3231,3236,3239,3247,3257,3278,3289,3311,3316,3319,3322,3336,3353,3361,3385,3392,3397,3404,3430,3456,3470,3490,3497,3508,3547,3558,3581,3590,3610,3612,3613,3627,3637,3659,3666,3699,3707,3715,3735,3750,3785,3799,3836,3848,3853,3879,3899,3924,3939,3980,3994,4001,4031,4051,4085,4107,4153,4158,4165,4212,4251,4284,4313,4343,4358,4362,4387,4417,4446,4481,4516,4525,4531,4555,4581,4624,4646,4680,4696,4700,4731,4745,4774,4796,4816,4821,4825,4862,4884,4907,4928,4946,4952,4954,4980,5001,5026,5046,5046,5046,5046,5046,5046,5046,5163,5163,5163,5163,5163,5163,5163,5232,5232,5232,5232,5232,5232,5232,5314,5314,5314,5314,5314,5314,5314,5355,5355,5355,5355,5355,5355,5355,5392,5392,5392,5392,5392,5392,5392,5414,5414,5414,5414,5414,5414,5414,5430,5430,5430,5430,5430,5430,5430,5454,5454,5454,5454,5454,5454,5454,5476,5476,5476,5476,5476,5476,5476,5515,5515,5515,5515,5515,5515,5515,5540,5540,5540,5540,5540,5540,5540,5572,5572,5572,5572,5572,5572,5572,5620,5620,5620,5620,5620,5620,5620,5694,5694,5694,5694,5694,5694,5694,5772,5772,5772,5772,5772,5772,5772,5804,5804,5804,5804,5804,5804,5804,5881,5881,5881,5881,5881,5881,5881,5993,5993,5993,5993,5993,5993,5993,6124,6124,6124,6124,6124,6124,6124,6218,6218,6218,6218,6218,6218,6218,6304,6304,6304,6304,6304,6304,6304,6366,6366,6366,6366,6366,6366,6366,6417,6417,6417,6417,6417,6417,6417,6464,6464,6464,6464,6464,6464,6464,6493,6493,6493,6493,6493,6493,6493,6529 +Northern Territory,Australia,-12.4634,130.8456,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,3,2,2,2,2,2,3,2,4,4,4,5,5,5,5,7,7,10,10,10,11,13,13,14,14,15,16,16,16,19,21,22,22,22,24,26,27,28,29,29,30,30,31,33,31,31,31,31,31,31,31,31,31,31,32,32,33,33,33,33,33,33,33,34,35,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,37,37,38,37,39,39,40,40,40,40,42,43,43,43,43,43,43,43,44,45,45,45,45,45,46,46,46,46,46,46,46,46,47,47,47,47,47,47,47,49,49,49,49,49,49,51,51,51,51,51,51,51,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,54,54,54,54,54,54,54,54,54,54,54,55,55,55,55,55,55,55,56,56,56,56,56,57,57,57,58,59,59,59,59,59,59,60,63,62,62,62,62,62,62,68,68,68,68,68,68,68,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,71,71,71,71,71,71,71,71,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,74,74,74,74,74,74,74,74,75,75,75,75,75,75,77,77,77,77,77,77,77,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,81,81,81,81,81,81,81,83,83,83,83,83,83,83,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,91 +Queensland,Australia,-27.4698,153.0251,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,2,2,4,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,10,10,11,11,17,20,20,29,29,52,63,72,85,85,105,105,129,138,153,153,183,196,199,209,225,234,247,268,277,296,308,332,340,354,367,371,377,387,399,438,446,456,458,463,468,505,513,520,528,529,530,540,564,570,577,589,591,592,597,610,615,623,629,632,634,644,652,662,673,683,683,685,694,700,706,709,717,718,718,727,732,737,740,746,746,747,755,756,763,772,774,775,775,781,791,795,797,798,798,802,802,808,823,828,835,838,840,841,850,857,863,863,868,868,868,876,887,898,903,905,905,908,918,921,933,938,940,940,952,959,961,970,979,979,980,998,1008,1027,1027,1037,1039,1040,1051,1057,1057,1073,1084,1084,1085,1087,1101,1110,1111,1118,1119,1120,1126,1139,1152,1163,1171,1171,1171,1175,1181,1186,1192,1197,1199,1199,1199,1238,1248,1254,1270,1270,1270,1281,1285,1302,1315,1323,1323,1323,1338,1350,1368,1388,1410,1410,1409,1427,1442,1452,1462,1470,1470,1470,1491,1510,1537,1554,1567,1567,1567,1590,1596,1627,1635,1653,1653,1653,1677,1712,1723,1741,1757,1757,1757,1774,1791,1811,1825,1845,1845,1845,1871,1900,1900,1919,1937,1937,1937,1955,1969,1985,1986,1986,1986,1988,2003,2027,2027,2048,2048,2048,2054,2054,2054,2054,2054,2125,2125,2125,2125,2125,2125,2162,2162,2162,2162,2162,2162,2162,2239,2239,2239,2239,2239,2239,2239,2229,2215,2215,2215,2215,2215,2215,2215,2236,2236,2236,2236,2236,2236,2236,2256,2256,2256,2256,2256,2256,2274,2274,2274,2274,2274,2274,2274,2288,2288,2288,2288,2288,2288,2288,2303,2303,2303,2303,2303,2303,2303,2317,2317,2317,2317,2317,2317,2317,2317,2331,2331,2331,2331,2331,2331,2331,2346,2346,2346,2346,2346,2346,2361,2361,2361,2361,2361,2361,2361,2394,2394,2394,2394,2394,2394,2394,2405,2405,2405,2405,2405,2405,2405,2405,2405,2405,2405,2405,2405,2405,2449,2449,2449,2449,2449,2449,2449,2526,2526,2526,2526,2526,2526,2526,2526,2574,2574,2574,2574,2574,2574,2643,2643,2643,2643,2643,2643,2643,2677,2677,2677,2677,2677,2677,2677,2710,2710,2710,2710,2710,2710,2710,2734,2734,2734,2734,2734,2734,2734,2760,2760,2760,2760,2760,2760,2760,2783,2783,2783,2783,2783,2783,2783,2783 +South Australia,Australia,-34.9285,138.6007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,3,3,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,6,6,6,8,8,8,8,10,8,15,16,19,26,30,30,36,42,42,42,50,47,58,67,67,69,74,74,87,100,110,111,117,120,121,122,125,125,127,133,137,139,139,148,148,151,154,154,158,164,164,164,166,166,169,169,169,174,174,174,177,179,179,186,188,188,190,190,212,212,219,219,221,222,222,225,225,225,228,231,231,234,238,238,242,246,246,253,256,256,257,259,259,261,263,264,268,270,273,279,280,281,281,287,289,290,297,298,298,298,301,303,306,310,310,314,325,332,332,339,342,346,348,351,354,354,370,371,371,371,375,378,386,393,393,396,401,403,405,411,415,419,424,426,426,440,441,442,443,443,443,443,443,444,446,451,455,455,458,463,463,463,465,475,475,476,476,485,490,496,496,496,503,514,518,520,524,525,525,531,530,530,530,533,533,539,540,540,545,546,546,546,552,552,556,558,559,559,568,569,571,574,596,603,610,613,614,614,632,636,653,661,665,674,679,679,688,691,699,712,712,719,723,723,732,745,745,753,754,754,759,771,773,778,779,777,786,786,776,774,777,777,778,779,779,782,778,787,787,787,788,796,796,798,860,860,860,860,860,860,860,907,907,907,907,907,907,929,929,929,929,929,929,929,946,946,946,946,946,946,946,1027,1027,1027,1027,1027,1027,1027,1027,1027,1027,1027,1027,1027,1027,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1061,1061,1061,1061,1061,1061,1061,1061,1058,1058,1058,1058,1058,1060,1060,1060,1060,1060,1060,1060,1060,1067,1067,1067,1067,1067,1067,1078,1078,1078,1078,1078,1078,1078,1109,1109,1109,1109,1109,1109,1109,1126,1126,1126,1126,1126,1126,1126,1144,1144,1144,1144,1144,1144,1144,1155,1155,1155,1155,1155,1155,1155,1170,1170,1170,1170,1170,1170,1170,1203,1203,1203,1203,1203,1203,1203,1224,1224,1224,1224,1224,1224,1224,1235,1235,1235,1235,1235,1235,1235,1244,1244,1244,1244,1244,1244,1244,1333,1333,1333,1333,1333,1333,1333,1333,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1365 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Brunswick,Canada,46.5653,-66.4619,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,4,4,4,4,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,11,12,12,12,12,12,12,13,13,13,13,13,13,14,14,16,16,17,18,18,18,18,18,18,18,20,20,20,21,21,22,22,22,22,23,24,24,24,24,24,25,26,26,26,26,26,26,27,27,28,28,28,28,28,28,28,29,29,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,32,33,33,33,33,33,33,33,33,33,33,33,34,34,34,35,35,35,36,36,36,36,36,37,38,38,39,40,40,41,41,41,41,41,41,41,41,41,41,42,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,44,44,44,44,44,44,44,44,44,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,47,47,47,47,47,47,47,47,48,48,48,48,48,48,48,49,49,52,53,54,54,56,57,59,60,64,66,68,69,70,70,72,72,74,75,75,80,82,84,87,90,91,94,99,101,106,107,108,111,111,112,114,114,116,117,117,118,119,120,121,121,121,121,121,121,121,121,121,122,122,122,122,122,122,122,122,122,123,123,123,123,123,123,124,125,128,130,132,132,133,136,136,136,138,139,140,140,142,144,144,144,146,148,148,148,148,149,151,152,152,152,156,156,157,159,160,160,160,162,165,168,169,170,171,172,172,173,174,178,182,183,187,189,192,196,199,201,207,207,212,215,215,224,228,228,233,238,243,247,251,252,258,259,263,269,275,278,282,286,290,292,293,296,297,298,298,298,298,300,300,300,301,301,301,304,306,306,308,309,309,309,311,312,313,316,317,317,317,317,320,320,320,320,320,320,320,336,336,336,336,336,336,336,349,349,349,349,358,358,358,358,358,358,358,368,368,368,368,368,368,368,378,378,378,378,378,378,378,378,378,378,378,384,384,384,384,384,384,384,399,399,399,399,399,399,399,406,406,406,406,406,406,406,411,411,411,411,411,411,411,416,416,416,416,416,416,416,419,419,419,419,419,419,419,421,421,421,422,422,422,422,422,422,422,422,422,422,422,422,422,422,425,425,425,425,425,425,425,429,429,429,429,429,429,429,429,429,429,429,429,429,433,433,433,433,433,433,433,438,438,438,438,438,438,438,443,443,443,443,443,443,443,447,447,447,447,447,447,447,451,451,451,451,451,451,451,456,456,456,456,456,456,456,462,462,462,462,462,462,462,466,466,466,466,466,466,466,472,472,472,472,472,472,472,476,476,476,476,476,476,476,480,480,480,480,480,480,480,480,480,480,485,485,485,485,490,490,490,490,490,490,490,493,493,493,493,493,493,493,493,493,493,576,576,576,576,585,585,585,585,585,585,585,585,585,585,592,592,592,592,592,592,592,592,599,599,599,599,599,599,603,603,603,603,603,603,603,609,609,609,609,609,609,609,615,615,615,615,615,615,615,621,621,621,621,621,621,621,628,628,628,628,635,635,635,635,635,635,635,635,635,635,635,635,635,635,635,635,635,740,740,740,740,740,740,740,749,749,749,749,749,749,749,762,762,762,762,762,762,762,773,773,773,773,773,773,773,781,781,781,781,781,781,781,812,812,812,812,812,812,812,822,822,822,822,822,822,822,825,825,825,825,825,825,825,834,834,834,834 +Newfoundland and Labrador,Canada,53.1355,-57.6604,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,10,10,10,10,10,10,10,11,11,11,11,13,13,13,13,13,13,15,15,15,15,15,15,15,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,19,19,19,20,20,20,20,21,21,21,23,23,23,23,24,25,26,26,28,28,30,30,30,30,31,31,34,38,38,38,38,40,40,44,45,46,46,46,46,48,50,50,52,52,52,56,57,60,61,61,61,61,63,63,64,64,64,64,64,66,66,66,66,66,66,66,68,68,72,72,76,76,76,76,78,78,82,82,82,82,85,87,87,92,92,92,92,101,103,103,110,110,110,110,116,118,118,122,122,122,122,122,122,130,137,137,137,137,137,142,142,152,152,152,152,157,157,157,162,162,162,162,164,165,165,168,168,168,168,168,169,169,176,176,176,176,176,176,176,177,177,177,177,177,177,177,182,182,182,182,182,182,182,184,184,184,184,184,184,184,187,187,187,187,187,187,187,187,187,190,190,190,190,190,190,190,192,192,192,192,192,192,192,193,193,193,193,193,193,193,193,193,193,193,193,193,194,194,194,194,194,194,194,200,200,200,200,200,200,200,203,203,203,203,203,203,203,207,207,207,207,207,207,207,212,212,212,212,212,212,212,219,219,219,219,219,219,219,223,223,223,223,223,223,223,227,227,227,227,227,227,227,231,231,231,231,231,231,231,235,235,235,235,235,235,235,236,236,236,236,236,236,236,236,236,236,239,239,239,239,243,243,243,243,243,243,243,246,246,246,246,246,246,246,250,250,250,250,250,250,250,254,254,254,254,254,254,254,254,254,254,257,257,257,257,257,257,257,257,262,262,262,262,262,262,268,268,268,268,268,268,268,271,271,271,271,271,271,271,275,275,275,275,275,275,275,278,278,278,278,278,278,278,282,282,282,282,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,295,295,295,295,295,295,295,295,295,295,295,295,295,295,296,296,296,296,296,296,296,296,296,296,296,296,296,296,304,304,304,304,304,304,304,304,304,304,304,304,304,304,311,311,311,311,311,311,311,311,311,311,311,311,311,311,318,318,318,318 +Northwest Territories,Canada,64.8255,-124.8457,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,14,14,14,14,15,15,15,15,15,15,15,15,15,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,18,18,18,18,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,20,20,20,20,20,20,20,20,20,20,20,20,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22 +Nova 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+,Congo (Brazzaville),-0.228,15.8277,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,8,8,9,9,9,9,10,10,10,10,10,10,10,11,11,11,15,15,15,15,15,15,15,16,16,16,16,16,16,19,19,19,19,20,20,20,20,20,20,22,22,22,24,24,24,24,24,24,27,27,27,27,27,27,27,37,37,37,37,37,37,37,37,37,41,41,44,44,44,44,44,47,47,47,47,47,47,47,47,48,49,49,49,50,50,50,50,51,51,51,54,54,54,54,54,54,54,58,58,58,58,58,58,58,58,60,60,60,60,60,76,76,76,77,77,77,77,77,78,78,78,78,78,78,78,78,78,102,102,102,102,102,102,114,114,83,88,88,88,88,88,88,88,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,90,90,90,90,90,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,93,93,93,93,93,93,93,93,94,94,94,94,94,94,94,94,94,94,94,94,99,99,99,99,99,100,100,100,100,100,100,100,100,100,100,100,100,107,107,107,107,107,108,108,108,108,108,108,108,108,108,108,108,108,112,112,112,114,114,114,114,114,114,117,117,117,117,117,117,117,117,117,117,117,117,117,117,122,122,122,122,122,122,122,122,123,123,123,123,123,123,123,123,123,127,127,127,128,128,128,128,128,128,128,128,131,131,131,131,131,131,131,131,131,131,131,131,131,131,134,134,134,134,134,134,135,135,135,135,135,135,135,135,135,135,135,135,135,137,137,137,137,137,137,137,137,139,139,139,139,139,139,139,139,139,139,139,144,144,144,144,144,144,144,144,147,147,147,147,148,148,148,148,148,148,148,148,148,148,148,148,150,150,150,150,150,150,153,153,153,153,153,153,153,153,154,154,155,155,155,157,157,157,157,157,160,160,160,160,160,161,161,161,161,161,164,164,164,165,165,165,165,165,165,166,166,166,166,167,167,167,167,167,167,167,167,167,167,172,172,172,172,174,176,176,176,176,176,176,177,177,177,177,178,178,178,178,178,178,178,178,178,178,179,179,179,179,179,179,179,179,179,179,179,179,179,179,179,179,179,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,191,191,191,191,191,191,193,193,193,193,197,197,197,199,199,199,206,206,206,206,206,219,219,219,222,222,222,231,231,231,239,239,239,239,249,249,249,258,258,258,258,278,278,278,297,297,297,297,309,309,309,309,309,309,309,319,331,331,331,339,339,339,339,349,349,349,349,349,349,354,354,354,354,354,354,354,354,359,359,359,359,359,359,359,359,359,365,365,365,365,365,367,367,367,367,367,367,367,367,367,367,367,367,367,369,369,369,369,370,370,370,370,370,370,370,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,375,375,375,375,375,375,375,375,375,375,375,375,375,375,377,377,377,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,383,383,383,384,384,384,384,384,384,384,384,384,384,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388 +,Congo 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+,Costa Rica,9.7489,-83.7534,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,4,4,4,4,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,8,8,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,14,15,15,16,17,18,18,18,19,23,23,25,25,26,28,30,34,37,40,42,47,54,62,66,68,71,80,87,98,104,115,125,133,140,150,154,162,171,181,191,200,218,228,235,244,255,263,272,281,291,294,304,314,321,333,340,348,355,362,376,386,397,407,418,418,436,443,453,460,469,478,478,510,531,543,567,583,590,590,621,633,649,666,686,706,706,745,760,781,795,812,828,828,861,880,904,917,930,950,950,987,1004,1024,1040,1055,1076,1076,1108,1124,1134,1159,1168,1183,1183,1204,1222,1236,1251,1265,1282,1282,1312,1329,1340,1357,1371,1385,1385,1404,1419,1431,1444,1453,1464,1464,1491,1502,1513,1527,1537,1546,1546,1566,1578,1588,1599,1608,1608,1608,1641,1662,1674,1679,1690,1690,1690,1726,1731,1739,1757,1773,1773,1773,1825,1846,1864,1882,1895,1895,1895,1936,1956,1967,1980,1996,1996,1996,2037,2051,2065,2086,2086,2086,2086,2144,2156,2171,2185,2185,2185,2185,2229,2248,2267,2286,2305,2305,2305,2353,2367,2384,2401,2416,2416,2416,2458,2477,2492,2506,2518,2518,2518,2558,2567,2584,2599,2604,2604,2604,2634,2641,2650,2662,2672,2672,2672,2692,2698,2701,2710,2714,2714,2714,2730,2737,2745,2756,2763,2763,2763,2782,2785,2793,2796,2800,2800,2800,2812,2820,2824,2829,2833,2833,2833,2833,2848,2848,2848,2862,2862,2862,2862,2886,2886,2886,2896,2896,2896,2896,2908,2908,2908,2931,2931,2931,2931,2957,2957,2957,2957,2957,2957,2957,3000,3000,3000,3018,3018,3018,3018,3044,3044,3065,3071,3071,3071,3099,3104,3115,3125,3136,3143,3143,3168,3186,3202,3217,3231,3231,3231,3290,3310,3326,3341,3365,3365,3365,3430,3456,3482,3514,3547,3547,3547,3625,3673,3696,3736,3765,3765,3765,3849,3877,3908,3929,3962,3962,3962,4041,4074,4098,4124,4153,4153,4153,4228,4251,4278,4298,4322,4322,4322,4388,4407,4437,4459,4473,4473,4473,4530,4546,4567,4581,4602,4602,4602,4648,4661,4667,4674,4686,4686,4686,4726,4740,4753,4760,4773,4773,4773,4773,4829,4842,4857,4874,4874,4874,4906,4915,4925,4933,4941,4941,4941,4941,4987,4997,5013,5030,5030,5030,5030,5070,5087,5108,5124,5124,5124,5162,5169,5185,5199,5211,5211,5211,5255,5269,5284,5296,5312,5312,5312,5361,5378,5394,5417,5431,5431,5431,5492,5506,5523,5540,5568,5568,5568,5642,5673,5702,5721,5754,5754,5754,5754,5851,5889,5919,5949,5949,5949,6056,6098,6128,6168,6189,6189,6189,6277,6316,6349,6386,6413,6413,6413,6494,6522,6553,6584,6612,6612,6612,6698,6718,6744,6771,6797,6797,6797,6857,6880,6895,6895,6946,6946,6946,6983,6997,7008,7021,7029,7029,7029,7078,7093,7111,7124,7134,7134,7134,7164,7176,7176,7190,7197,7197,7197,7223,7231,7241,7248,7251,7251,7251,7264,7271,7280,7284,7287,7287,7287,7287,7299,7305,7309,7312,7312,7312,7318,7324,7324,7328,7332,7332,7332,7332,7333,7336,7336,7340,7340,7340,7340,7343,7343,7343,7343,7343,7343,7343,7353,7353,7353,7353,7353,7353,7353,7366,7369,7370,7372,7372,7372,7382,7386,7394,7401,7406,7406,7406,7421,7425,7434,7441,7451,7451,7451,7451,7492,7505,7521,7533,7533,7533,7575,7593,7605,7621,7641,7641,7641,7694,7712,7730,7752,7772,7772,7772,7806,7829,7847,7874,7894,7894,7894,7936,7954,7969,7984,7999,7999,7999,8037,8047,8057,8073,8082,8082,8082,8121,8136,8142,8149,8160,8160,8160,8186,8192,8202,8215,8226,8226,8226,8244,8256,8261,8263,8266,8266,8266,8266,8266,8298,8300,8308,8308,8308,8308,8327,8327,8327,8327,8327,8327,8327,8357,8357,8357,8357,8357,8357,8357,8357,8383,8383,8383,8383,8383,8383,8383,8405,8405,8405,8405,8405,8405,8405,8421,8421,8421,8421,8421,8421,8444,8444,8444,8444,8444,8444,8444,8444,8472,8472,8472,8472,8472,8472,8495,8495,8495,8495,8495,8495,8495,8495,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8670,8670,8670,8690,8690,8690,8690,8720,8720,8720,8740,8740,8740,8754,8754,8754,8754,8774,8774,8774,8780,8780,8780,8780,8800,8800,8800,8808,8808,8808,8808,8828,8828,8836,8836,8836,8836,8836,8856,8856,8856,8867,8867,8867,8867,8887,8887,8887,8887,8893,8893,8893,8913,8913,8913,8913,8913,8913,8913,8933,8933,8933,8933,8933,8933,8933,8970,8970,8970,8970,8970,8970,8970,8970,8966,8966,8966,8966,8966,8966,8974,8974,8974,8974,8974,8974,8974,8982,8982,8982,8982,8982,8982,8982,8990,8990,8990,8990,8990,8990,8990,8999,8999,8999,9009,9009,9009,9009,9009,9009,9009,9019,9019,9019,9019,9019,9019,9019,9031,9031,9031,9031,9031,9031,9031,9031,9031,9031,9031,9038,9038,9038,9046,9046,9046,9046,9046,9046,9046,9046,9046,9046,9046,9051,9051,9051,9051,9051,9051,9051,9059,9059,9059,9072,9072,9072,9072,9072,9072,9072,9072,9072,9072,9072,9085,9085,9085,9104,9104,9104,9104,9104,9104,9104,9104,9104,9104,9104,9104,9123,9123,9123,9123,9123,9123,9142,9142,9142,9142,9142,9142,9142,9158,9158,915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+,Cote 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Princess,0.0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,3,3,3,4,4,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,8,8,8,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13 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Salvador,13.7942,-88.8965,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,3,3,4,4,5,6,6,6,6,6,6,6,6,7,7,7,7,7,7,8,8,8,8,8,8,9,10,10,11,11,13,14,15,15,16,17,17,18,20,20,23,25,26,30,30,30,31,33,33,33,35,35,36,39,39,42,46,46,46,49,51,52,53,53,53,56,60,64,68,68,72,74,74,76,79,82,86,93,98,107,113,119,126,133,143,152,164,174,182,191,202,210,217,223,229,235,243,249,254,260,267,278,286,298,309,324,335,344,352,363,372,379,390,400,408,417,430,439,448,459,467,477,486,498,513,520,536,549,563,570,577,584,595,603,612,618,625,633,640,646,654,661,669,678,687,694,702,708,713,717,724,731,739,744,752,759,764,765,770,774,777,782,785,788,792,796,801,804,808,811,812,814,819,823,826,826,826,831,839,843,848,853,857,863,865,869,873,877,881,887,890,894,899,904,908,912,917,922,926,929,933,936,940,944,949,953,957,962,967,971,975,979,983,987,992,997,1002,1006,1010,1014,1020,1024,1028,1033,1039,1044,1047,1052,1056,1061,1064,1070,1075,1081,1086,1086,1098,1102,1107,1111,1114,1120,1129,1134,1142,1153,1159,1164,1168,1174,1180,1186,1193,1200,1205,1212,1219,1227,1234,1242,1250,1257,1265,1274,1283,1289,1297,1305,1313,1313,1327,1327,1327,1327,1358,1364,1373,1382,1390,1398,1408,1419,1428,1437,1447,1459,1469,1479,1487,1498,1509,1521,1530,1540,1551,1561,1572,1583,1589,1599,1604,1614,1623,1632,1638,1646,1653,1662,1673,1681,1692,1701,1709,1719,1727,1734,1742,1750,1758,1767,1776,1785,1792,1799,1807,1815,1823,1832,1841,1847,1854,1861,1869,1878,1887,1894,1894,1907,1915,1923,1929,1935,1940,1945,1950,1954,1958,1962,1962,1971,1975,1979,1983,1986,1990,1990,1996,1998,2000,2003,2006,2006,2006,2017,2021,2025,2030,2030,2037,2040,2044,2048,2051,2054,2057,2060,2064,2068,2072,2075,2078,2082,2086,2089,2093,2098,2103,2106,2111,2117,2120,2124,2124,2132,2134,2137,2141,2143,2146,2150,2154,2158,2164,2168,2173,2178,2182,2187,2191,2195,2199,2202,2206,2211,2216,2220,2224,2229,2233,2237,2241,2245,2249,2252,2255,2260,2260,2266,2270,2274,2279,2279,2284,2288,2292,2295,2299,2305,2310,2315,2321,2327,2332,2336,2341,2346,2351,2356,2361,2367,2371,2376,2381,2387,2393,2397,2403,2409,2414,2420,2428,2433,2439,2445,2451,2457,2464,2470,2477,2484,2492,2499,2508,2519,2529,2538,2547,2558,2567,2577,2587,2599,2613,2629,2641,2651,2663,2672,2681,2691,2703,2717,2730,2742,2749,2759,2769,2781,2789,2794,2804,2812,2817,2824,2831,2840,2846,2855,2863,2872,2880,2890,2898,2909,2918,2926,2934,2944,2952,2961,2969,2977,2986,2995,3005,3013,3022,3032,3043,3056,3066,3078,3090,3102,3114,3125,3138,3152,3164,3174,3185,3197,3211,3222,3234,3245,3262,3277,3293,3312,3327,3345,3357,3368,3381,3392,3405,3420,3435,3447,3460,3477,3490,3505,3520,3532,3544,3554,3564,3575,3586,3596,3604,3613,3622,3629,3638,3647,3654,3664,3670,3675,3682,3690,3695,3704,3709,3715,3721,3728,3731,3735,3738,3741,3746,3751,3753,3756,3759,3762,3764,3764,3769,3771,3774,3776,3778,3779,3781,3781,3783,3786,3789,3790,3791,3792,3793,3795,3797,3800,3800,3802,3803,3805,3807,3809,3810,3812,3815,3817,3818,3818,3820,3820,3821,3823,3824,3824,3825,3826,3826,3826,3826,3826,3827,3827,3827,3827,3828,3829,3832,3832,3834,3834,3837,3840,3843,3847,3851,3855,3857,3862,3866,3871,3877,3884,3891,3899,3908,3914,3921,3927,3933,3942,3952,3960,3967,3975,3982,3989,3994,4002,4011,4019,4027,4032,4032,4041,4044,4048,4054,4058,4062,4062,4068,4071,4074,4077,4081,4083,4086,4088,4091,4092,4093,4094,4095,4095,4100,4101,4102,4104,4105,4107,4109,4109,4113,4113,4114,4115,4115,4116,4116,4117,4118,4118,4119,4119,4119,4120,4120,4121,4121,4121,4121,4121,4122,4122,4124,4124,4124,4125,4125,4125,4125,4126,4126,4127,4127,4127,4127,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4129,4129,4129,4129,4129,4129,4130,4130,4130,4130,4130,4130,4130,4131,4131,4131,4131,4131,4131,4131,4132,4132,4132,4132,4132,4132,4133,4133,4133,4134,4134,4134,4135,4135,4135,4135,4135,4135,4136,4137,4137,4137,4138,4139,4139,4139,4139,4139,4141,4141,4142,4144,4146,4146,4149,4150,4152,4152,4153,4155,4156,4160,4163,4164,4165,4167,4171,4174,4174,4177,4178,4181,4184,4184,4184,4184,4189,4190,4192,4194,4194,4194,4194,4199,4201,4204,4206,4208,4210,4213,4214,4216,4216,4216,4217,4217,4217,4217,4217,4217,4218,4218,4219,4219,4219,4220,4220,4221,4221,4221,4221,4222,4223,4223,4224,4224,4224,4224,4224,4224,4226,4226,4227,4227,4227,4228,4228,4228,4228,4228,4228,4228,4228,4228,4229,4229,4229,4229,4229,4229,4229,4229,4229,4229,4229,4229,4229,4229,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230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+,Equatorial Guinea,1.6508,10.2679,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,3,3,4,4,4,4,4,4,4,6,7,7,7,7,7,7,7,10,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,87,87,87,87,87,87,87,87,87,87,88,88,89,89,89,91,91,91,91,91,91,92,92,93,93,93,96,96,96,96,96,98,98,98,98,98,100,100,100,100,100,100,101,101,102,102,102,102,102,102,102,102,103,103,103,103,104,104,104,104,104,106,106,106,106,106,106,106,106,106,106,106,106,106,107,107,107,107,107,107,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,113,113,113,113,113,113,113,113,113,118,118,118,118,118,118,118,118,118,118,118,118,118,118,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,122,122,122,122,122,122,122,122,122,122,122,122,122,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,124,124,126,126,126,128,128,128,129,129,129,129,129,131,131,131,131,136,137,137,137,137,137,140,140,142,142,142,142,142,142,146,147,147,147,147,150,150,150,154,154,154,154,155,155,156,156,156,156,156,161,161,163,163,163,163,163,163,163,163,163,166,167,167,167,167,167,168,168,168,168,168,168,168,168,168,168,168,168,169,169,169,170,170,170,170,170,170,170,173,173,173,173,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,177,177,177,177,177,177,177,178,178,178,178,178,179,179,179,179,179,181,181,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183 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Miquelon,France,46.8852,-56.3159,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2 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+"Bonaire, Sint Eustatius and 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+Sint 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+,North Macedonia,41.6086,21.7453,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,3,3,3,4,6,7,9,11,11,12,17,18,23,26,29,30,32,34,34,38,44,45,46,49,49,51,54,55,56,56,57,59,61,65,71,73,77,81,82,84,85,86,88,89,90,91,91,91,92,95,95,97,98,101,104,106,110,111,112,113,113,113,116,119,121,126,131,133,140,141,145,147,149,151,153,156,157,164,169,171,179,188,193,201,210,216,222,233,238,247,251,259,265,268,277,286,298,302,306,321,328,334,341,346,351,359,362,368,376,382,385,389,393,401,406,414,422,432,432,442,445,451,460,460,466,471,476,480,486,493,497,500,505,511,517,519,523,527,528,529,530,532,535,539,544,547,549,551,554,557,563,564,568,573,578,585,590,596,600,603,604,606,606,609,614,617,623,631,634,637,642,646,648,652,661,668,675,683,689,693,700,705,710,712,721,722,725,729,737,739,743,749,753,756,760,768,772,775,781,785,792,797,800,809,815,821,824,834,846,850,862,874,883,897,919,934,949,963,977,982,994,1004,1025,1049,1071,1084,1096,1110,1136,1156,1186,1212,1238,1263,1281,1305,1345,1376,1397,1423,1462,1487,1511,1546,1561,1600,1630,1658,1699,1731,1763,1792,1825,1847,1877,1901,1924,1949,1977,2023,2051,2077,2096,2121,2147,2169,2194,2225,2254,2274,2292,2314,2340,2354,2375,2401,2427,2445,2456,2473,2488,2503,2510,2522,2530,2550,2559,2571,2581,2592,2614,2622,2635,2647,2657,2672,2682,2696,2702,2715,2726,2739,2754,2768,2779,2785,2791,2812,2821,2831,2841,2848,2855,2866,2873,2893,2900,2908,2916,2924,2946,2955,2959,2966,2971,2976,2989,2998,3003,3010,3018,3037,3047,3063,3076,3085,3098,3111,3119,3126,3137,3144,3151,3156,3165,3176,3185,3195,3206,3228,3244,3265,3280,3300,3319,3340,3364,3388,3403,3424,3448,3473,3503,3528,3545,3574,3607,3642,3675,3716,3749,3781,3810,3860,3905,3940,3977,4022,4073,4108,4150,4182,4228,4262,4289,4322,4357,4388,4419,4443,4478,4509,4556,4595,4628,4650,4677,4714,4742,4772,4818,4855,4891,4936,4961,4992,5016,5042,5067,5079,5093,5109,5135,5151,5168,5184,5197,5211,5230,5232,5249,5265,5280,5296,5311,5329,5342,5356,5369,5387,5398,5408,5413,5423,5429,5435,5442,5448,5455,5458,5462,5467,5468,5470,5471,5471,5472,5472,5472,5472,5474,5475,5475,5477,5477,5478,5481,5484,5484,5484,5484,5484,5484,5485,5486,5486,5486,5486,5486,5486,5486,5487,5487,5487,5487,5487,5487,5487,5487,5487,5487,5487,5487,5488,5489,5489,5489,5489,5491,5491,5491,5491,5493,5493,5493,5494,5494,5497,5501,5502,5503,5507,5509,5513,5521,5527,5532,5542,5552,5560,5574,5589,5608,5632,5654,5668,5695,5727,5755,5782,5818,5842,5869,5901,5938,5964,5987,6013,6045,6065,6097,6129,6153,6184,6214,6236,6259,6277,6307,6339,6367,6396,6437,6460,6472,6489,6511,6539,6557,6577,6594,6607,6630,6646,6668,6683,6683,6704,6719,6740,6758,6783,6799,6817,6831,6849,6855,6875,6888,6901,6922,6940,6964,6978,6998,7012,7019,7036,7051,7062,7072,7087,7098,7108,7121,7132,7145,7159,7178,7194,7204,7217,7232,7242,7255,7276,7294,7307,7320,7328,7337,7354,7367,7390,7406,7418,7436,7449,7464,7474,7492,7511,7528,7547,7569,7581,7592,7609,7616,7631,7641,7658,7674,7688,7695,7710,7723,7732,7740,7754,7768,7778,7794,7801,7815,7825,7838,7853,7868,7879,7894,7904,7907,7917,7935,7953,7960,7969,7975,7981,7996,8000,8002,8012,8023,8032,8042,8055,8062,8070,8083,8092,8100,8115,8139,8153,8166,8177,8198,8218,8240,8266,8285,8312,8338,8362,8383,8409,8444,8470,8494,8533,8549,8578,8599,8624,8658,8686,8705,8736,8747,8768,8793,8829,8851,8869,8891,8898,8915,8937,8958,8968,8981,8994,9001,9010,9027,9036,9050,9065,9075,9079,9086,9097,9104,9117,9123,9137,9146,9150,9155,9159,9162,9164,9172,9180,9184,9187,9188,9191,9197,9203,9206,9208,9214,9220,9221,9226,9226,9228,9231,9231,9234,9236,9240,9244,9251,9252,9256,9256,9260,9261,9261,9261,9262,9263,9265,9266,9271,9271,9271,9276,9277,9278,9278,9280,9280,9280,9280,9282,9283,9284,9284,9284,9284,9287,9287,9287,9287,9289,9289,9289,9291,9293,9293,9296,9296,9296,9297,9297,9297,9300,9300,9300,9300,9300,9303,9303,9306,9307,9309,9309,9309,9309,9311,9313,9313,9316,9316,9316,9316,9316,9318,9320,9322,9322,9322,9322,9322,9322,9322,9322,9322,9322,9322,9322,9323,9325,9327,9327,9327,9327,9327,9327,9329,9331,9331,9331,9335,9337,9337,9337,9339,9339,9339,9339,9343,9345,9349,9353,9353,9353,9359,9361,9361,9368,9370,9370,9370,9373,9377,9381,9387,9388,9388,9388,9398,9398,9400,9410,9414,9414,9414,9424,9426,9429,9437,9440,9440,9440,9450,9455,9461,9468,9473,9473,9473,9477,9481,9489,9490,9495,9495,9495,9499,9499,9502,9503,9506,9506,9506,9512,9515,9516,9520,9521,9521,9521,9524,9524,9524,9526,9527,9527,9527,9531,9531,9535,9534,9534,9534,9534,9537,9539,9542,9542,9544,9544,9544,9548,9548,9551,9551,9551,9551,9551,9553,9554,9556,9559,9559,9559,9559,9559,9561,9561,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9567,9567,9567,9567,9567,9567,9568,9568,9568,9568,9568,9568,9568,9568,9570,9570,9570,9570,9591,9591,9591,9591,9591,9591,9591,9591,9599,9599,9599,9599,9599,9599,9599,9599,9608,9608,9608,9608,9608,9608,9614,9614,9614,9614,9614,9614,9614,9614,9614,9614,9614,9614,9614,9614,9623,9623,9623,9623,9623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Guinea,-6.314993,143.95555,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,11,12,12,12,12,14,14,14,14,16,16,16,16,16,16,21,21,21,21,26,26,26,31,36,36,36,36,37,39,39,39,39,45,49,56,60,60,60,60,61,67,67,68,68,68,68,68,69,69,71,82,82,82,89,91,91,91,99,99,102,102,105,105,107,107,107,115,115,115,121,121,121,121,121,121,121,130,130,133,136,136,136,136,136,141,154,154,154,154,156,156,159,162,162,162,162,162,162,162,162,162,164,164,164,164,164,164,164,164,165,165,165,165,167,167,173,173,173,173,173,173,173,173,173,173,173,173,173,173,173,173,173,173,177,177,177,177,179,179,179,179,179,179,179,179,187,191,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,194,194,196,196,196,204,204,204,204,204,204,212,212,217,217,225,225,227,227,227,229,229,234,234,234,234,234,237,243,245,245,245,245,252,262,266,266,266,266,309,312,312,325,329,329,335,335,335,335,345,367,367,370,370,385,392,392,406,406,407,407,413,415,415,430,430,436,436,436,436,436,484,484,486,529,529,542,542,542,542,545,545,546,546,550,550,550,550,550,573,573,573,573,573,586,586,587,587,587,589,589,589,589,589,589,589,589,589,589,590,590,590,590,590,590,590,590,590,590,591,591,591,591,591,595,595,595,596,596,596,596,596,596,596,596,596,596,597,597,597,597,597,597,597,597,597,597,597,597,597,597,597,597,597,610,610,610,610,610,610,628,628,628,628,636,636,636,636,638,638,638,638,638,638,638,638,638,638,638,639,639,639,639,639,639,639,639,639,639,639,639,639,639,639,639,639,639,640,640,640,640,640,640,640,640,640,640,643,643,643,643,643,643,643,643,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,650,650,650,650,650,650,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,657,658,658,658,658,658,658,658,658,658,658,658,658,658,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670 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Grenadines,12.9843,-61.2872,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,4,4,4,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,14,14,14,16,17,17,17,17,17,18,19,19,21,26,26,28,33,33,33,33,33,33,38,38,38,38,38,38,47,53,53,54,56,56,60,60,60,63,63,64,65,66,66,68,68,69,69,69,69,69,69,69,69,69,71,71,71,71,72,72,72,73,73,73,73,73,73,74,74,74,74,74,74,74,74,74,74,74,76,76,76,76,76,77,77,77,77,77,77,77,77,77,77,77,79,79,79,81,81,81,81,81,81,81,81,81,83,83,83,83,84,84,84,84,84,85,85,85,85,85,85,87,88,88,90,90,90,90,92,92,92,92,93,93,93,94,94,95,95,95,99,99,99,99,101,101,101,102,102,103,103,103,103,104,104,104,105,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,107,107,108,108,108,108,108,108,108,108,108,108,108,108,109,109,109,110,110,110,110,111,111,111,111,111,111,111,111,112,112,112,112,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,118,118,118,118,118,118,118,118,118,119,119,119,119,119,119,119,120,120,120,120,120,120,121,121,121,121,121,121,121,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123 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Marino,43.9424,12.4578,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,2,2,2,5,5,5,5,9,11,14,14,20,20,20,21,21,21,21,22,22,25,26,28,28,30,32,32,32,32,34,34,34,34,35,35,36,36,36,38,38,39,39,39,40,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,43,43,43,43,43,44,44,44,44,44,44,45,45,46,46,46,46,47,48,48,48,48,49,49,50,51,51,52,54,54,54,55,55,55,55,56,56,56,57,57,57,57,59,59,59,59,61,61,62,62,62,64,64,64,64,64,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,67,67,67,68,68,68,69,69,69,69,71,71,72,72,72,72,72,72,72,72,72,72,72,72,73,73,73,73,74,74,74,74,75,75,76,76,76,77,77,77,77,77,77,77,77,77,77,78,79,79,79,79,80,82,84,84,84,84,84,84,84,84,84,84,85,85,85,85,85,85,85,85,86,86,86,86,86,86,88,88,88,88,89,89,89,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,94,94,94,94,94,94,94,94,94,94,94,95,95,95,96,96,97,97,98,98,98,98,98,99,99,100,100,100,102,102,103,103,103,103,103,103,103,103,103,103,103,103,103,103,105,106,107,107,107,108,108,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,110,110,110,110,110,110,110,110,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,113,113,113,113,113,113,113,113,113,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,116,116,116,116,116,116,116,117,117,117,117,117,117,117,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122 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+,South 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+,South Sudan,6.877,31.307,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,6,8,8,8,8,10,10,10,10,10,10,10,10,10,10,10,14,19,19,19,24,24,27,27,27,30,31,32,34,34,34,35,36,36,36,36,36,36,36,38,38,38,38,38,38,38,38,38,38,38,38,38,41,41,41,41,43,43,43,45,45,45,45,45,45,45,46,46,46,46,46,46,46,46,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,48,48,48,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,50,50,50,50,50,50,53,54,54,55,55,55,55,55,55,55,55,55,55,55,55,56,56,56,56,56,56,58,58,58,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,60,60,60,60,61,61,61,61,61,61,61,61,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,66,66,66,66,66,69,71,71,72,74,74,77,79,79,83,83,85,86,87,87,87,87,90,93,93,94,95,97,100,100,102,102,102,102,102,103,104,104,104,104,106,106,106,106,106,106,106,106,107,108,108,108,108,108,108,109,112,112,112,113,113,113,113,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,116,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,118,118,118,118,119,119,119,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,121,121,121,121,128,128,128,128,128,128,128,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,135,135,135,135,135,135,135,135,135,135,135,135,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138 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Kingdom,49.448196,-2.58949,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,3,4,4,6,6,8,9,9,9,10,11,11,13,13,13,13,13,13,14,14,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,20,20,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,22,22,22,22,22,22,22,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,24,24,24,24,24,24,25,25,26,26,28,28,28,28,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,36,36,36,36,36,36,36,36,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,45,45,45,45,45,45,45,46,46,46,46,46,46,46,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,48,48,48,48,48,48,49,49,49,49,49,49,49,49,50,50,50,50,50,50,50,54,54,54,54,54,54,54,54,54,54,54,54,54,54,60,60,60,60,60,60,60,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,64,64,64,64,64,64,64,64,64,64,64,64,64,64,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,69,69,69,69,69,69,69,69,62,62,62,62,62,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66 +Isle of Man,United Kingdom,54.2361,-4.5481,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,2,2,2,2,4,4,4,6,6,9,9,15,16,18,18,18,20,21,21,21,22,22,22,23,23,23,23,23,23,23,23,23,23,23,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,26,27,27,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,30,30,30,33,33,33,33,33,33,36,36,36,37,37,37,37,37,37,37,37,37,37,37,37,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,51,51,51,51,51,51,51,51,52,52,52,52,52,52,54,54,54,54,54,54,54,54,56,56,56,56,56,56,57,57,57,57,57,57,57,57,57,57,57,57,57,57,60,60,60,60,60,60,61,64,64,64,64,64,64,64,64,66,66,66,66,66,66,66,66,66,66,66,66,66,66,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,68,68,68,68,68,68,68,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,71,71,71,71,71,71,73,73,73,73,73,73,73,77,77,77,77,77,77,77,77,79,79,79,79,79,79,79,80,80,80,80,80,80,80,80,80,80,80,80,80,81,81,81,81,81,81,81,81,81,81,81,81,81,81,81,82,82,82,82,82,82,84,84,84,84,84,84,84,87,87,87,87,87,87,87,87,87,87,87,87,87,93,93,98,98,98,98,98,98,98,102,102,102,102,102,102,102,104,104,104,104,104,104,104,104,105,105,105,105,105,105,105,105,105,105,105,105,105,106,106,106,106,106,106,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,110,110,110,110,110,110,110,110,110,110,110,110,110,110,111,111,111,111,111,111,111,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116 +Jersey,United Kingdom,49.2138,-2.1358,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,2,2,2,2,3,3,3,3,3,3,4,4,4,4,4,6,7,10,11,12,12,14,14,18,19,19,19,19,19,20,20,22,23,24,24,24,24,25,25,25,25,26,26,27,27,27,27,27,27,27,28,29,29,29,29,29,29,29,29,29,29,29,29,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,33,36,36,36,38,39,40,41,41,41,41,41,41,42,44,44,44,44,47,51,53,56,57,57,57,59,59,60,60,62,62,62,62,62,62,62,63,63,63,63,63,64,65,66,66,66,66,67,67,67,67,67,67,67,67,67,67,67,67,67,68,68,68,68,68,68,68,68,68,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,70,71,72,73,73,73,73,73,73,73,74,74,74,74,74,74,75,75,75,75,75,76,76,76,77,77,77,77,77,77,77,77,77,77,77,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,79,79,79,79,79,79,79,79,79,79,79,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,81,81,81,81,81,81,81,82,82,84,84,84,84,84,84,84,84,85,87,87,87,87,88,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,90,90,90,90,90,92,92,92,92,92,92,94,94,94,96,96,96,96,99,99,99,100,100,100,101,103,103,104,104,104,104,104,106,106,106,106,106,108,108,108,108,108,108,109,109,110,111,112,112,112,112,112,113,113,113,113,113,114,115,115,115,115,115,115,116,116,116,116,116,116,116,116,116,118,118,118,118,118,119,120,120,120,120,120,120,120,120,120,121,121,121,121,121,121,121,121,121,121,121,121,122,122,123,123,123,123,123,124,124,124,126,126,126,126,126,126,126,127,127,127,127,127,127,127,127,127,127,127,127,127,127,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,132,132,132,133,133,133,133,133,133,133,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,137,137,137,137,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,139,139,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,144,144,144,144,144,144,144,146,146,146,146,146,146,146,146,146,146,146,146,146,146,150,150,150,150,150,150,150,154,154,154,154,154,154,154,155,155,155,155,155,155,155,155,157,157,157,157,157,157,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161 +Montserrat,United 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+Pitcairn Islands,United 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diff --git a/external_cases.csv b/external_cases.csv new file mode 100644 index 00000000..c20cce6b --- /dev/null +++ b/external_cases.csv @@ -0,0 +1,38 @@ +states,region,Population,Overall CCVI Index,Age,Epidemiological,Fragility,Health System,Population Density,Socio-Economic, Transport Availability,Acute IHR +FCT,North Central,4865000,0.3,0,0.9,0.4,0.6,0.9,0.6,0.2,0.79 +Plateau,North Central,4766000,0.4,0.5,0.4,0.8,0.3,0.3,0.5,0.3,0.93 +Kwara,North Central,3524000,0.3,0.4,0.3,0.2,0.4,0.2,0.6,0.7,0.93 +Nassarawa,North Central,2783000,0.1,0.3,0.5,0.9,0,0.1,0.6,0.5,0.85 +Niger,North Central,6260000,0.6,0,0.6,0.3,0.7,0.1,0.8,0.8,0.84 +Benue,North Central,6376000,0.5,0.7,0.5,0.7,0.4,0.4,0.3,0.5,0.91 +Kogi,North Central,4970000,0.1,0.3,0.2,0.5,0.5,0.4,0.3,0.6,0.87 +Bauchi,North East,7270000,0.8,0.1,0.2,0.8,0.8,0.2,0.8,0.8,0.85 +Gombe,North East,3692000,1,0.4,0.4,0.9,0.9,0.3,0.8,0.7,0.83 +Borno,North East,6651000,0.9,0.3,0.1,1,1,0.1,0.7,0.9,0.89 +Adamawa,North East,4672000,0.8,0.5,0.6,0.9,0.7,0.3,0.7,0.6,0.94 +Yobe,North East,3723000,1,0.6,0.3,1,0.5,0,0.9,1,0.87 +Taraba,North East,3387000,0.8,0.6,0.8,0.9,0.5,0,0.7,0.9,0.86 +Kano,North West,14726000,0.6,0.2,0.1,0.3,0.4,0.8,0.8,0.5,0.87 +Kaduna,North West,9227000,0.7,0.1,0.9,0.8,0.9,0.4,0.6,0.4,0.86 +Katsina,North West,8713000,0.7,0.1,0.1,0.3,0.2,0.6,0.9,0.8,0.85 +Jigawa,North West,6435000,0.9,0.4,0,0.7,0.6,0.5,0.9,0.8,0.92 +Sokoto,North West,5612000,0.9,0.3,0.2,0.4,0.7,0.3,1,1,0.89 +Kebbi,North West,4968000,0.8,0.2,0.3,0.4,0.9,0.1,0.9,0.9,0.85 +Zamfara,North West,4974000,0.9,0.2,0.1,0.7,0.8,0.2,1,0.9,0.87 +Imo,South East,6018000,0.4,1,0.9,0,0.4,0.9,0.4,0,1.12 +Abia,South East,4190000,0.2,0.9,0.6,0.1,0.3,0.9,0.2,0,1.14 +Enugu,South East,4801000,0.2,0.9,0.4,0,0.3,0.7,0.4,0.1,1.14 +Akwa Ibom,South East,6093000,0.7,0.8,0.7,0.6,0.8,0.8,0.5,0.1,1.01 +Anambra,South East,6050000,0.6,0.9,1,0.6,0.2,1,0,0.1,1.08 +Edo,South South,4705000,0.1,0.9,0.8,0.1,0.1,0.5,0.4,0.3,1.09 +Rivers,South South,7763000,0.4,0.5,0.9,0.6,0.6,0.9,0.1,0.1,1 +Delta,South South,6303000,0.4,0.6,0.7,0.2,1,0.6,0.5,0.4,1.08 +Ebonyi,South South,3192000,0.6,1,0,0.6,0.1,0.7,0.3,0.6,1 +Bayelsa,South South,2606000,0.5,0.8,0.6,0.1,0.9,0.5,0.2,0.7,1 +Cross river,South South,4272000,0.5,0.4,0.7,0.8,0.1,0.4,0.4,0.6,0.98 +Lagos,South West,13992000,0,0.1,1,0.3,0.1,1,0.1,0.4,0.93 +Oyo,South West,8737000,0.2,0.7,0.8,0.2,0.8,0.6,0.2,0.3,1.06 +Ogun,South West,5878000,0.3,0.6,0.7,0.5,0.6,0.6,0,0.2,1.07 +Ondo,South West,5185000,0.1,0.8,0.5,0.1,0.3,0.6,0.3,0.3,1.04 +Osun,South West,5252000,0,0.7,0.4,0.4,0,0.8,0.1,0.2,1.06 +Ekiti,South West,3593000,0.3,0.8,0.3,0.5,0.2,0.8,0.1,0.4,1.03 \ No newline at end of file diff --git a/recovered_cases.csv b/recovered_cases.csv new file mode 100644 index 00000000..d20ea9a8 --- /dev/null +++ b/recovered_cases.csv @@ -0,0 +1,275 @@ 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Territory,Australia,-35.4735,149.0124,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,3,8,11,18,18,28,40,40,40,47,59,59,59,59,72,72,82,81,88,88,91,92,93,93,97,98,99,100,101,101,103,103,103,103,103,103,103,103,103,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,107,107,107,109,109,109,109,109,109,109,109,109,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,112,112,112,112,112,112,112,112,112,113,113,113,113,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,116,116,116,116,117,117,117,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 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From 01056f80233e64c9631373cfa36e98810d47ce4d Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Wed, 26 Jul 2023 13:00:36 +0100 Subject: [PATCH 14/35] readme --- My_Capstone Project-Copy1.ipynb | 645 ++++++++++++++++---------------- README.md | 26 +- image.png | Bin 0 -> 207332 bytes 3 files changed, 330 insertions(+), 341 deletions(-) create mode 100644 image.png diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index 2d140c98..b5887459 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 413, + "execution_count": 5, "id": "77550c18", "metadata": {}, "outputs": [], @@ -32,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 414, + "execution_count": 6, "id": "1bebe64b", "metadata": {}, "outputs": [], @@ -42,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": 415, + "execution_count": 7, "id": "567d3be3", "metadata": {}, "outputs": [], @@ -52,17 +52,17 @@ }, { "cell_type": "code", - "execution_count": 416, + "execution_count": 8, "id": "b3ae0fc8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('comfirmed_cases.csv', )" + "('comfirmed_cases.csv', )" ] }, - "execution_count": 416, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -73,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 417, + "execution_count": 9, "id": "4306954f", "metadata": {}, "outputs": [], @@ -83,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": 418, + "execution_count": 10, "id": "ae56e727", "metadata": {}, "outputs": [ @@ -444,7 +444,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 418, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -455,7 +455,7 @@ }, { "cell_type": "code", - "execution_count": 419, + "execution_count": 11, "id": "0cd70b2e", "metadata": {}, "outputs": [], @@ -465,7 +465,7 @@ }, { "cell_type": "code", - "execution_count": 420, + "execution_count": 12, "id": "c0c16e8b", "metadata": {}, "outputs": [ @@ -826,7 +826,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 420, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -837,7 +837,7 @@ }, { "cell_type": "code", - "execution_count": 421, + "execution_count": 13, "id": "86b8f22a", "metadata": {}, "outputs": [ @@ -859,7 +859,7 @@ }, { "cell_type": "code", - "execution_count": 422, + "execution_count": 14, "id": "c9d254f2", "metadata": {}, "outputs": [], @@ -869,7 +869,7 @@ }, { "cell_type": "code", - "execution_count": 423, + "execution_count": 15, "id": "4c0176f8", "metadata": {}, "outputs": [], @@ -880,7 +880,7 @@ }, { "cell_type": "code", - "execution_count": 424, + "execution_count": 16, "id": "7f1aa9b8", "metadata": {}, "outputs": [ @@ -1241,7 +1241,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 424, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -1260,7 +1260,7 @@ }, { "cell_type": "code", - "execution_count": 425, + "execution_count": 17, "id": "c1c6366a", "metadata": {}, "outputs": [], @@ -1270,7 +1270,7 @@ }, { "cell_type": "code", - "execution_count": 426, + "execution_count": 18, "id": "f1377bd1", "metadata": {}, "outputs": [], @@ -1280,17 +1280,17 @@ }, { "cell_type": "code", - "execution_count": 427, + "execution_count": 19, "id": "24f5c66d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('recovered_cases.csv', )" + "('recovered_cases.csv', )" ] }, - "execution_count": 427, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -1301,7 +1301,7 @@ }, { "cell_type": "code", - "execution_count": 428, + "execution_count": 20, "id": "718e188b", "metadata": {}, "outputs": [], @@ -1311,7 +1311,7 @@ }, { "cell_type": "code", - "execution_count": 429, + "execution_count": 21, "id": "621b2f14", "metadata": {}, "outputs": [ @@ -1672,7 +1672,7 @@ "[274 rows x 1147 columns]" ] }, - "execution_count": 429, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -1683,7 +1683,7 @@ }, { "cell_type": "code", - "execution_count": 430, + "execution_count": 22, "id": "74018908", "metadata": {}, "outputs": [], @@ -1693,7 +1693,7 @@ }, { "cell_type": "code", - "execution_count": 431, + "execution_count": 23, "id": "a5e0afc0", "metadata": { "collapsed": true @@ -2056,7 +2056,7 @@ "[274 rows x 573 columns]" ] }, - "execution_count": 431, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -2067,7 +2067,7 @@ }, { "cell_type": "code", - "execution_count": 432, + "execution_count": 24, "id": "6a762d4b", "metadata": {}, "outputs": [], @@ -2077,7 +2077,7 @@ }, { "cell_type": "code", - "execution_count": 433, + "execution_count": 25, "id": "ffc64d1e", "metadata": { "collapsed": true @@ -2440,7 +2440,7 @@ "[274 rows x 570 columns]" ] }, - "execution_count": 433, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } @@ -2451,7 +2451,7 @@ }, { "cell_type": "code", - "execution_count": 434, + "execution_count": 26, "id": "69f8d0af", "metadata": { "collapsed": true @@ -2475,7 +2475,7 @@ }, { "cell_type": "code", - "execution_count": 435, + "execution_count": 27, "id": "30577ae7", "metadata": {}, "outputs": [], @@ -2493,7 +2493,7 @@ }, { "cell_type": "code", - "execution_count": 436, + "execution_count": 28, "id": "e1a4b8c3", "metadata": {}, "outputs": [], @@ -2503,7 +2503,7 @@ }, { "cell_type": "code", - "execution_count": 437, + "execution_count": 29, "id": "90f83a9b", "metadata": {}, "outputs": [], @@ -2513,17 +2513,17 @@ }, { "cell_type": "code", - "execution_count": 438, + "execution_count": 30, "id": "aea29dc2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('death_cases.csv', )" + "('death_cases.csv', )" ] }, - "execution_count": 438, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" } @@ -2534,7 +2534,7 @@ }, { "cell_type": "code", - "execution_count": 439, + "execution_count": 31, "id": "a947667d", "metadata": {}, "outputs": [], @@ -2544,7 +2544,7 @@ }, { "cell_type": "code", - "execution_count": 440, + "execution_count": 32, "id": "b98b10cd", "metadata": { "collapsed": true @@ -2907,7 +2907,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 440, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } @@ -2918,7 +2918,7 @@ }, { "cell_type": "code", - "execution_count": 441, + "execution_count": 33, "id": "5248a090", "metadata": {}, "outputs": [], @@ -2929,7 +2929,7 @@ }, { "cell_type": "code", - "execution_count": 442, + "execution_count": 34, "id": "934622ec", "metadata": {}, "outputs": [], @@ -2939,7 +2939,7 @@ }, { "cell_type": "code", - "execution_count": 443, + "execution_count": 35, "id": "6858138e", "metadata": {}, "outputs": [], @@ -2949,7 +2949,7 @@ }, { "cell_type": "code", - "execution_count": 444, + "execution_count": 36, "id": "4597fb06", "metadata": {}, "outputs": [ @@ -3310,7 +3310,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 444, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" } @@ -3321,7 +3321,7 @@ }, { "cell_type": "code", - "execution_count": 445, + "execution_count": 37, "id": "888a316c", "metadata": {}, "outputs": [ @@ -3351,7 +3351,7 @@ }, { "cell_type": "code", - "execution_count": 446, + "execution_count": 38, "id": "293a532c", "metadata": {}, "outputs": [], @@ -3361,7 +3361,7 @@ }, { "cell_type": "code", - "execution_count": 447, + "execution_count": 39, "id": "657dd133", "metadata": {}, "outputs": [], @@ -3371,17 +3371,17 @@ }, { "cell_type": "code", - "execution_count": 448, + "execution_count": 40, "id": "a07f53fe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('external_cases.csv', )" + "('external_cases.csv', )" ] }, - "execution_count": 448, + "execution_count": 40, "metadata": {}, "output_type": "execute_result" } @@ -3392,7 +3392,7 @@ }, { "cell_type": "code", - "execution_count": 449, + "execution_count": 41, "id": "133e0130", "metadata": {}, "outputs": [], @@ -3402,7 +3402,7 @@ }, { "cell_type": "code", - "execution_count": 450, + "execution_count": 42, "id": "a250108b", "metadata": { "collapsed": true @@ -4122,7 +4122,7 @@ "36 0.1 0.4 1.03 " ] }, - "execution_count": 450, + "execution_count": 42, "metadata": {}, "output_type": "execute_result" } @@ -4133,7 +4133,7 @@ }, { "cell_type": "code", - "execution_count": 451, + "execution_count": 43, "id": "dd20a8a7", "metadata": {}, "outputs": [ @@ -4169,7 +4169,7 @@ }, { "cell_type": "code", - "execution_count": 452, + "execution_count": 44, "id": "8f9e37e7", "metadata": {}, "outputs": [], @@ -4180,7 +4180,7 @@ }, { "cell_type": "code", - "execution_count": 453, + "execution_count": 45, "id": "9a82cbc1", "metadata": {}, "outputs": [], @@ -4190,7 +4190,7 @@ }, { "cell_type": "code", - "execution_count": 454, + "execution_count": 46, "id": "e75e62f8", "metadata": {}, "outputs": [], @@ -4200,7 +4200,7 @@ }, { "cell_type": "code", - "execution_count": 455, + "execution_count": 47, "id": "f9658ab0", "metadata": { "scrolled": true @@ -4212,7 +4212,7 @@ }, { "cell_type": "code", - "execution_count": 456, + "execution_count": 48, "id": "0ddafc10", "metadata": {}, "outputs": [ @@ -4256,7 +4256,7 @@ }, { "cell_type": "code", - "execution_count": 457, + "execution_count": 49, "id": "51cc4bf8", "metadata": {}, "outputs": [], @@ -4266,7 +4266,7 @@ }, { "cell_type": "code", - "execution_count": 458, + "execution_count": 50, "id": "2ffeec79", "metadata": {}, "outputs": [], @@ -4276,16 +4276,16 @@ }, { "cell_type": "code", - "execution_count": 459, + "execution_count": 51, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('covid_cases.csv', )" + "('covid_cases.csv', )" ] }, - "execution_count": 459, + "execution_count": 51, "metadata": {}, "output_type": "execute_result" } @@ -4296,7 +4296,7 @@ }, { "cell_type": "code", - "execution_count": 460, + "execution_count": 52, "id": "9f2326ca", "metadata": {}, "outputs": [], @@ -4306,7 +4306,7 @@ }, { "cell_type": "code", - "execution_count": 461, + "execution_count": 53, "id": "fc0e883b", "metadata": {}, "outputs": [ @@ -4719,7 +4719,7 @@ "36 3 2 " ] }, - "execution_count": 461, + "execution_count": 53, "metadata": {}, "output_type": "execute_result" } @@ -4730,7 +4730,7 @@ }, { "cell_type": "code", - "execution_count": 462, + "execution_count": 54, "id": "c5ab5fe2", "metadata": {}, "outputs": [], @@ -4741,7 +4741,7 @@ }, { "cell_type": "code", - "execution_count": 463, + "execution_count": 55, "id": "17d12c49", "metadata": {}, "outputs": [], @@ -4752,7 +4752,7 @@ }, { "cell_type": "code", - "execution_count": 464, + "execution_count": 56, "id": "aa5c0ca8", "metadata": {}, "outputs": [], @@ -4763,7 +4763,7 @@ }, { "cell_type": "code", - "execution_count": 465, + "execution_count": 57, "id": "06507d68", "metadata": {}, "outputs": [], @@ -4774,7 +4774,7 @@ }, { "cell_type": "code", - "execution_count": 466, + "execution_count": 58, "id": "a89881e3", "metadata": { "collapsed": true @@ -4805,7 +4805,7 @@ }, { "cell_type": "code", - "execution_count": 467, + "execution_count": 59, "id": "a97037a8", "metadata": { "collapsed": true @@ -5220,7 +5220,7 @@ "36 3 2 " ] }, - "execution_count": 467, + "execution_count": 59, "metadata": {}, "output_type": "execute_result" } @@ -5239,7 +5239,7 @@ }, { "cell_type": "code", - "execution_count": 468, + "execution_count": 60, "id": "0768ff6d", "metadata": {}, "outputs": [], @@ -5249,7 +5249,7 @@ }, { "cell_type": "code", - "execution_count": 469, + "execution_count": 61, "id": "47156bd4", "metadata": {}, "outputs": [], @@ -5259,17 +5259,17 @@ }, { "cell_type": "code", - "execution_count": 470, + "execution_count": 62, "id": "703ee4f6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('budget_cases.csv', )" + "('budget_cases.csv', )" ] }, - "execution_count": 470, + "execution_count": 62, "metadata": {}, "output_type": "execute_result" } @@ -5280,7 +5280,7 @@ }, { "cell_type": "code", - "execution_count": 471, + "execution_count": 63, "id": "7f82b3f9", "metadata": {}, "outputs": [], @@ -5290,7 +5290,7 @@ }, { "cell_type": "code", - "execution_count": 472, + "execution_count": 64, "id": "e2a627e4", "metadata": { "collapsed": true @@ -5590,7 +5590,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 472, + "execution_count": 64, "metadata": {}, "output_type": "execute_result" } @@ -5601,7 +5601,7 @@ }, { "cell_type": "code", - "execution_count": 473, + "execution_count": 65, "id": "e8f55fa5", "metadata": {}, "outputs": [], @@ -5611,7 +5611,7 @@ }, { "cell_type": "code", - "execution_count": 474, + "execution_count": 66, "id": "5bc901fc", "metadata": { "collapsed": true @@ -5648,7 +5648,7 @@ }, { "cell_type": "code", - "execution_count": 475, + "execution_count": 67, "id": "0f9b342a", "metadata": {}, "outputs": [], @@ -5658,7 +5658,7 @@ }, { "cell_type": "code", - "execution_count": 476, + "execution_count": 68, "id": "2f496008", "metadata": {}, "outputs": [], @@ -5668,16 +5668,16 @@ }, { "cell_type": "code", - "execution_count": 477, + "execution_count": 69, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('Realgdp_cases.csv', )" + "('Realgdp_cases.csv', )" ] }, - "execution_count": 477, + "execution_count": 69, "metadata": {}, "output_type": "execute_result" } @@ -5688,7 +5688,7 @@ }, { "cell_type": "code", - "execution_count": 478, + "execution_count": 70, "id": "bb208222", "metadata": {}, "outputs": [], @@ -5698,7 +5698,7 @@ }, { "cell_type": "code", - "execution_count": 479, + "execution_count": 71, "id": "18261d23", "metadata": { "collapsed": true @@ -5804,7 +5804,7 @@ "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 479, + "execution_count": 71, "metadata": {}, "output_type": "execute_result" } @@ -5815,7 +5815,7 @@ }, { "cell_type": "code", - "execution_count": 480, + "execution_count": 72, "id": "8d5916d8", "metadata": { "collapsed": true @@ -5854,7 +5854,7 @@ }, { "cell_type": "code", - "execution_count": 481, + "execution_count": 73, "id": "f13a9f82", "metadata": { "collapsed": true @@ -6055,7 +6055,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 481, + "execution_count": 73, "metadata": {}, "output_type": "execute_result" } @@ -6066,7 +6066,7 @@ }, { "cell_type": "code", - "execution_count": 482, + "execution_count": 74, "id": "70e0a8a4", "metadata": { "collapsed": true @@ -6358,7 +6358,7 @@ "[8 rows x 1143 columns]" ] }, - "execution_count": 482, + "execution_count": 74, "metadata": {}, "output_type": "execute_result" } @@ -6369,7 +6369,7 @@ }, { "cell_type": "code", - "execution_count": 483, + "execution_count": 75, "id": "2ad90233", "metadata": { "collapsed": true @@ -6386,7 +6386,7 @@ " dtype='object', length=1144)" ] }, - "execution_count": 483, + "execution_count": 75, "metadata": {}, "output_type": "execute_result" } @@ -6397,7 +6397,7 @@ }, { "cell_type": "code", - "execution_count": 484, + "execution_count": 76, "id": "186101a6", "metadata": { "collapsed": true @@ -6598,7 +6598,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 484, + "execution_count": 76, "metadata": {}, "output_type": "execute_result" } @@ -6617,7 +6617,7 @@ }, { "cell_type": "code", - "execution_count": 485, + "execution_count": 77, "id": "9ee720c0", "metadata": { "scrolled": true @@ -6631,17 +6631,17 @@ }, { "cell_type": "code", - "execution_count": 486, + "execution_count": 78, "id": "47d49996", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 486, + "execution_count": 78, "metadata": {}, "output_type": "execute_result" } @@ -6652,7 +6652,7 @@ }, { "cell_type": "code", - "execution_count": 487, + "execution_count": 79, "id": "37d665df", "metadata": { "collapsed": true @@ -7056,7 +7056,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 487, + "execution_count": 79, "metadata": {}, "output_type": "execute_result" } @@ -7076,7 +7076,7 @@ }, { "cell_type": "code", - "execution_count": 488, + "execution_count": 80, "id": "db598dc5", "metadata": {}, "outputs": [ @@ -7167,7 +7167,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 488, + "execution_count": 80, "metadata": {}, "output_type": "execute_result" } @@ -7179,7 +7179,7 @@ }, { "cell_type": "code", - "execution_count": 489, + "execution_count": 81, "id": "f7bbb8f4", "metadata": {}, "outputs": [], @@ -7189,7 +7189,7 @@ }, { "cell_type": "code", - "execution_count": 490, + "execution_count": 82, "id": "350ea681", "metadata": {}, "outputs": [ @@ -7280,7 +7280,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 490, + "execution_count": 82, "metadata": {}, "output_type": "execute_result" } @@ -7291,7 +7291,7 @@ }, { "cell_type": "code", - "execution_count": 491, + "execution_count": 83, "id": "b37857cb", "metadata": {}, "outputs": [], @@ -7302,7 +7302,7 @@ }, { "cell_type": "code", - "execution_count": 492, + "execution_count": 84, "id": "fac040df", "metadata": {}, "outputs": [ @@ -7393,7 +7393,7 @@ "[1 rows x 1107 columns]" ] }, - "execution_count": 492, + "execution_count": 84, "metadata": {}, "output_type": "execute_result" } @@ -7404,7 +7404,7 @@ }, { "cell_type": "code", - "execution_count": 493, + "execution_count": 85, "id": "3e739025", "metadata": {}, "outputs": [ @@ -7419,7 +7419,7 @@ " dtype='object', length=1107)" ] }, - "execution_count": 493, + "execution_count": 85, "metadata": {}, "output_type": "execute_result" } @@ -7430,7 +7430,7 @@ }, { "cell_type": "code", - "execution_count": 494, + "execution_count": 86, "id": "7375c99f", "metadata": {}, "outputs": [], @@ -7440,7 +7440,7 @@ }, { "cell_type": "code", - "execution_count": 495, + "execution_count": 87, "id": "def4d314", "metadata": {}, "outputs": [], @@ -7450,7 +7450,7 @@ }, { "cell_type": "code", - "execution_count": 496, + "execution_count": 88, "id": "b94641ee", "metadata": {}, "outputs": [], @@ -7460,7 +7460,7 @@ }, { "cell_type": "code", - "execution_count": 497, + "execution_count": 89, "id": "92ad84d6", "metadata": {}, "outputs": [ @@ -7560,7 +7560,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 497, + "execution_count": 89, "metadata": {}, "output_type": "execute_result" } @@ -7571,7 +7571,7 @@ }, { "cell_type": "code", - "execution_count": 498, + "execution_count": 90, "id": "8e3fcb3f", "metadata": {}, "outputs": [], @@ -7581,7 +7581,7 @@ }, { "cell_type": "code", - "execution_count": 499, + "execution_count": 91, "id": "cfba2ea7", "metadata": {}, "outputs": [ @@ -7681,7 +7681,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 499, + "execution_count": 91, "metadata": {}, "output_type": "execute_result" } @@ -7692,7 +7692,7 @@ }, { "cell_type": "code", - "execution_count": 500, + "execution_count": 92, "id": "c850e2d2", "metadata": {}, "outputs": [ @@ -7702,7 +7702,7 @@ "Index([206], dtype='int64')" ] }, - "execution_count": 500, + "execution_count": 92, "metadata": {}, "output_type": "execute_result" } @@ -7713,7 +7713,7 @@ }, { "cell_type": "code", - "execution_count": 501, + "execution_count": 93, "id": "2adcd95c", "metadata": {}, "outputs": [], @@ -7731,7 +7731,7 @@ }, { "cell_type": "code", - "execution_count": 502, + "execution_count": 94, "id": "aed25ee9", "metadata": {}, "outputs": [ @@ -7831,7 +7831,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 502, + "execution_count": 94, "metadata": {}, "output_type": "execute_result" } @@ -7850,7 +7850,7 @@ }, { "cell_type": "code", - "execution_count": 503, + "execution_count": 95, "id": "8dab7d42", "metadata": {}, "outputs": [], @@ -7870,7 +7870,7 @@ }, { "cell_type": "code", - "execution_count": 504, + "execution_count": 96, "id": "30848de2", "metadata": { "collapsed": true @@ -8274,7 +8274,7 @@ "[201 rows x 569 columns]" ] }, - "execution_count": 504, + "execution_count": 96, "metadata": {}, "output_type": "execute_result" } @@ -8286,7 +8286,7 @@ }, { "cell_type": "code", - "execution_count": 505, + "execution_count": 97, "id": "3df06d1c", "metadata": { "collapsed": true @@ -8379,7 +8379,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 505, + "execution_count": 97, "metadata": {}, "output_type": "execute_result" } @@ -8391,7 +8391,7 @@ }, { "cell_type": "code", - "execution_count": 506, + "execution_count": 98, "id": "e7798490", "metadata": {}, "outputs": [], @@ -8409,7 +8409,7 @@ }, { "cell_type": "code", - "execution_count": 507, + "execution_count": 99, "id": "a226f850", "metadata": {}, "outputs": [ @@ -8500,7 +8500,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 507, + "execution_count": 99, "metadata": {}, "output_type": "execute_result" } @@ -8511,7 +8511,7 @@ }, { "cell_type": "code", - "execution_count": 508, + "execution_count": 100, "id": "a3863d3a", "metadata": {}, "outputs": [], @@ -8522,7 +8522,7 @@ }, { "cell_type": "code", - "execution_count": 509, + "execution_count": 101, "id": "2facb1d9", "metadata": { "scrolled": true @@ -8615,7 +8615,7 @@ "[1 rows x 506 columns]" ] }, - "execution_count": 509, + "execution_count": 101, "metadata": {}, "output_type": "execute_result" } @@ -8626,7 +8626,7 @@ }, { "cell_type": "code", - "execution_count": 510, + "execution_count": 102, "id": "b08410cf", "metadata": {}, "outputs": [], @@ -8636,7 +8636,7 @@ }, { "cell_type": "code", - "execution_count": 511, + "execution_count": 103, "id": "1cfc17c5", "metadata": {}, "outputs": [], @@ -8646,7 +8646,7 @@ }, { "cell_type": "code", - "execution_count": 512, + "execution_count": 104, "id": "80a0b668", "metadata": {}, "outputs": [], @@ -8656,7 +8656,7 @@ }, { "cell_type": "code", - "execution_count": 513, + "execution_count": 105, "id": "01b5bc02", "metadata": {}, "outputs": [], @@ -8674,7 +8674,7 @@ }, { "cell_type": "code", - "execution_count": 514, + "execution_count": 106, "id": "86d8ab9c", "metadata": { "collapsed": true @@ -8771,7 +8771,7 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 514, + "execution_count": 106, "metadata": {}, "output_type": "execute_result" } @@ -8790,7 +8790,7 @@ }, { "cell_type": "code", - "execution_count": 515, + "execution_count": 107, "id": "816beb3e", "metadata": {}, "outputs": [], @@ -8810,7 +8810,7 @@ }, { "cell_type": "code", - "execution_count": 516, + "execution_count": 108, "id": "ef1de005", "metadata": { "collapsed": true @@ -9214,7 +9214,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 516, + "execution_count": 108, "metadata": {}, "output_type": "execute_result" } @@ -9226,7 +9226,7 @@ }, { "cell_type": "code", - "execution_count": 517, + "execution_count": 109, "id": "b767b40a", "metadata": { "collapsed": true @@ -9319,7 +9319,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 517, + "execution_count": 109, "metadata": {}, "output_type": "execute_result" } @@ -9331,7 +9331,7 @@ }, { "cell_type": "code", - "execution_count": 518, + "execution_count": 110, "id": "68f17d5f", "metadata": {}, "outputs": [], @@ -9349,7 +9349,7 @@ }, { "cell_type": "code", - "execution_count": 519, + "execution_count": 111, "id": "34e74f65", "metadata": {}, "outputs": [ @@ -9440,7 +9440,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 519, + "execution_count": 111, "metadata": {}, "output_type": "execute_result" } @@ -9451,7 +9451,7 @@ }, { "cell_type": "code", - "execution_count": 520, + "execution_count": 112, "id": "775f9b87", "metadata": {}, "outputs": [], @@ -9462,7 +9462,7 @@ }, { "cell_type": "code", - "execution_count": 521, + "execution_count": 113, "id": "5a6cdcf7", "metadata": {}, "outputs": [ @@ -9553,7 +9553,7 @@ "[1 rows x 1083 columns]" ] }, - "execution_count": 521, + "execution_count": 113, "metadata": {}, "output_type": "execute_result" } @@ -9564,7 +9564,7 @@ }, { "cell_type": "code", - "execution_count": 522, + "execution_count": 114, "id": "e6a6c58a", "metadata": {}, "outputs": [], @@ -9574,7 +9574,7 @@ }, { "cell_type": "code", - "execution_count": 523, + "execution_count": 115, "id": "5d222135", "metadata": {}, "outputs": [], @@ -9584,7 +9584,7 @@ }, { "cell_type": "code", - "execution_count": 524, + "execution_count": 116, "id": "a36a1a44", "metadata": {}, "outputs": [], @@ -9594,7 +9594,7 @@ }, { "cell_type": "code", - "execution_count": 525, + "execution_count": 117, "id": "d07b9e03", "metadata": {}, "outputs": [], @@ -9612,7 +9612,7 @@ }, { "cell_type": "code", - "execution_count": 526, + "execution_count": 118, "id": "f8601c2b", "metadata": {}, "outputs": [ @@ -9712,7 +9712,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 526, + "execution_count": 118, "metadata": {}, "output_type": "execute_result" } @@ -9731,7 +9731,7 @@ }, { "cell_type": "code", - "execution_count": 527, + "execution_count": 119, "id": "e674c155", "metadata": {}, "outputs": [], @@ -9743,7 +9743,7 @@ }, { "cell_type": "code", - "execution_count": 528, + "execution_count": 120, "id": "d38220b0", "metadata": { "collapsed": true @@ -10442,7 +10442,7 @@ "Zamfara 1.0 0.9 0 " ] }, - "execution_count": 528, + "execution_count": 120, "metadata": {}, "output_type": "execute_result" } @@ -10462,7 +10462,7 @@ }, { "cell_type": "code", - "execution_count": 529, + "execution_count": 121, "id": "830cf810", "metadata": {}, "outputs": [], @@ -10474,7 +10474,7 @@ }, { "cell_type": "code", - "execution_count": 530, + "execution_count": 122, "id": "1f69cbf5", "metadata": { "collapsed": true @@ -10742,7 +10742,7 @@ "Zamfara 188.50 127.30" ] }, - "execution_count": 530, + "execution_count": 122, "metadata": {}, "output_type": "execute_result" } @@ -10792,7 +10792,7 @@ }, { "cell_type": "code", - "execution_count": 531, + "execution_count": 123, "id": "37096212", "metadata": {}, "outputs": [], @@ -10804,7 +10804,7 @@ }, { "cell_type": "code", - "execution_count": 532, + "execution_count": 124, "id": "333c80a8", "metadata": { "collapsed": true @@ -11190,7 +11190,7 @@ "Zamfara 73 5 " ] }, - "execution_count": 532, + "execution_count": 124, "metadata": {}, "output_type": "execute_result" } @@ -11209,7 +11209,7 @@ }, { "cell_type": "code", - "execution_count": 533, + "execution_count": 125, "id": "596a27c1", "metadata": {}, "outputs": [], @@ -11219,7 +11219,7 @@ }, { "cell_type": "code", - "execution_count": 534, + "execution_count": 126, "id": "9def4c72", "metadata": { "collapsed": true @@ -11364,7 +11364,7 @@ "9 1737 49 " ] }, - "execution_count": 534, + "execution_count": 126, "metadata": {}, "output_type": "execute_result" } @@ -11375,7 +11375,7 @@ }, { "cell_type": "code", - "execution_count": 535, + "execution_count": 127, "id": "59a379c8", "metadata": {}, "outputs": [ @@ -11518,7 +11518,7 @@ "9 1737 49 " ] }, - "execution_count": 535, + "execution_count": 127, "metadata": {}, "output_type": "execute_result" } @@ -11529,7 +11529,7 @@ }, { "cell_type": "code", - "execution_count": 536, + "execution_count": 128, "id": "a9ab1ee4", "metadata": {}, "outputs": [ @@ -11541,7 +11541,7 @@ " dtype='object')" ] }, - "execution_count": 536, + "execution_count": 128, "metadata": {}, "output_type": "execute_result" } @@ -11552,7 +11552,7 @@ }, { "cell_type": "code", - "execution_count": 537, + "execution_count": 129, "id": "54b5bbfa", "metadata": { "collapsed": true @@ -11561,10 +11561,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 537, + "execution_count": 129, "metadata": {}, "output_type": "execute_result" }, @@ -11593,16 +11593,16 @@ }, { "cell_type": "code", - "execution_count": 538, + "execution_count": 130, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 538, + "execution_count": 130, "metadata": {}, "output_type": "execute_result" }, @@ -11631,7 +11631,7 @@ }, { "cell_type": "code", - "execution_count": 539, + "execution_count": 131, "id": "797cb4e0", "metadata": { "collapsed": true @@ -11643,7 +11643,7 @@ }, { "cell_type": "code", - "execution_count": 540, + "execution_count": 132, "id": "7af5b22a", "metadata": { "collapsed": true @@ -11788,7 +11788,7 @@ "9 1737 49 " ] }, - "execution_count": 540, + "execution_count": 132, "metadata": {}, "output_type": "execute_result" } @@ -11799,7 +11799,7 @@ }, { "cell_type": "code", - "execution_count": 541, + "execution_count": 133, "id": "377f6362", "metadata": { "collapsed": true @@ -11808,10 +11808,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 541, + "execution_count": 133, "metadata": {}, "output_type": "execute_result" }, @@ -11840,7 +11840,7 @@ }, { "cell_type": "code", - "execution_count": 542, + "execution_count": 134, "id": "c8f4d5d3", "metadata": {}, "outputs": [], @@ -11850,7 +11850,7 @@ }, { "cell_type": "code", - "execution_count": 543, + "execution_count": 135, "id": "9ca2ece4", "metadata": {}, "outputs": [ @@ -11993,7 +11993,7 @@ "19 705 36 " ] }, - "execution_count": 543, + "execution_count": 135, "metadata": {}, "output_type": "execute_result" } @@ -12004,17 +12004,17 @@ }, { "cell_type": "code", - "execution_count": 544, + "execution_count": 136, "id": "c74b7dfd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 544, + "execution_count": 136, "metadata": {}, "output_type": "execute_result" }, @@ -12043,7 +12043,7 @@ }, { "cell_type": "code", - "execution_count": 545, + "execution_count": 137, "id": "0e701f72", "metadata": { "collapsed": true @@ -12145,7 +12145,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 545, + "execution_count": 137, "metadata": {}, "output_type": "execute_result" } @@ -12156,7 +12156,7 @@ }, { "cell_type": "code", - "execution_count": 546, + "execution_count": 138, "id": "453c1ed1", "metadata": { "collapsed": true @@ -12253,7 +12253,7 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 546, + "execution_count": 138, "metadata": {}, "output_type": "execute_result" } @@ -12264,7 +12264,7 @@ }, { "cell_type": "code", - "execution_count": 547, + "execution_count": 139, "id": "c7de19c0", "metadata": { "collapsed": true @@ -12366,7 +12366,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 547, + "execution_count": 139, "metadata": {}, "output_type": "execute_result" } @@ -12385,7 +12385,7 @@ }, { "cell_type": "code", - "execution_count": 548, + "execution_count": 140, "id": "86afe7b1", "metadata": {}, "outputs": [], @@ -12396,7 +12396,7 @@ }, { "cell_type": "code", - "execution_count": 549, + "execution_count": 141, "id": "ec2a0940", "metadata": { "collapsed": true @@ -12517,7 +12517,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 549, + "execution_count": 141, "metadata": {}, "output_type": "execute_result" } @@ -12528,7 +12528,7 @@ }, { "cell_type": "code", - "execution_count": 550, + "execution_count": 142, "id": "f0c2e662", "metadata": {}, "outputs": [], @@ -12538,7 +12538,7 @@ }, { "cell_type": "code", - "execution_count": 551, + "execution_count": 143, "id": "f6b4f86f", "metadata": { "collapsed": true @@ -12659,7 +12659,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 551, + "execution_count": 143, "metadata": {}, "output_type": "execute_result" } @@ -12670,7 +12670,7 @@ }, { "cell_type": "code", - "execution_count": 552, + "execution_count": 144, "id": "d773a0ec", "metadata": {}, "outputs": [], @@ -12680,7 +12680,7 @@ }, { "cell_type": "code", - "execution_count": 553, + "execution_count": 145, "id": "446cac85", "metadata": {}, "outputs": [ @@ -12799,7 +12799,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 553, + "execution_count": 145, "metadata": {}, "output_type": "execute_result" } @@ -12810,7 +12810,7 @@ }, { "cell_type": "code", - "execution_count": 554, + "execution_count": 146, "id": "851f5deb", "metadata": {}, "outputs": [ @@ -12820,7 +12820,7 @@ "Index(['Confirmed_Case', 'Recovered_Case', 'DeathCase_Case'], dtype='object')" ] }, - "execution_count": 554, + "execution_count": 146, "metadata": {}, "output_type": "execute_result" } @@ -12831,23 +12831,23 @@ }, { "cell_type": "code", - "execution_count": 555, + "execution_count": 147, "id": "fb159a2f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 555, + "execution_count": 147, "metadata": {}, "output_type": 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", "text/plain": [ "
" ] @@ -12870,7 +12870,7 @@ }, { "cell_type": "code", - "execution_count": 556, + "execution_count": 148, "id": "09c8ef7e", "metadata": {}, "outputs": [ @@ -12970,7 +12970,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 556, + "execution_count": 148, "metadata": {}, "output_type": "execute_result" } @@ -12981,7 +12981,7 @@ }, { "cell_type": "code", - "execution_count": 557, + "execution_count": 149, "id": "a1feb443", "metadata": {}, "outputs": [], @@ -12991,7 +12991,7 @@ }, { "cell_type": "code", - "execution_count": 558, + "execution_count": 150, "id": "dd3de74a", "metadata": {}, "outputs": [ @@ -13091,7 +13091,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 558, + "execution_count": 150, "metadata": {}, "output_type": "execute_result" } @@ -13102,7 +13102,7 @@ }, { "cell_type": "code", - "execution_count": 559, + "execution_count": 151, "id": "07f485e9", "metadata": {}, "outputs": [], @@ -13112,7 +13112,7 @@ }, { "cell_type": "code", - "execution_count": 560, + "execution_count": 152, "id": "8a21defa", "metadata": {}, "outputs": [ @@ -13122,7 +13122,7 @@ "Index(['Date', 'Cases'], dtype='object')" ] }, - "execution_count": 560, + "execution_count": 152, "metadata": {}, "output_type": "execute_result" } @@ -13133,7 +13133,7 @@ }, { "cell_type": "code", - "execution_count": 561, + "execution_count": 153, "id": "4113e6f3", "metadata": {}, "outputs": [ @@ -13240,7 +13240,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 561, + "execution_count": 153, "metadata": {}, "output_type": "execute_result" } @@ -13251,7 +13251,7 @@ }, { "cell_type": "code", - "execution_count": 562, + "execution_count": 154, "id": "d9b3e832", "metadata": {}, "outputs": [ @@ -13261,7 +13261,7 @@ "Text(0.5, 1.0, 'Daily Infection Cases')" ] }, - "execution_count": 562, + "execution_count": 154, "metadata": {}, "output_type": "execute_result" }, @@ -13283,7 +13283,7 @@ }, { "cell_type": "code", - "execution_count": 563, + "execution_count": 155, "id": "4bf8cb96", "metadata": {}, "outputs": [ @@ -13390,7 +13390,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 563, + "execution_count": 155, "metadata": {}, "output_type": "execute_result" } @@ -13401,7 +13401,7 @@ }, { "cell_type": "code", - "execution_count": 564, + "execution_count": 156, "id": "75a34937", "metadata": { "scrolled": true @@ -13510,7 +13510,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 564, + "execution_count": 156, "metadata": {}, "output_type": "execute_result" } @@ -13521,30 +13521,11 @@ }, { "cell_type": "code", - "execution_count": 565, - "id": "622dcfe1", - "metadata": { - "collapsed": true - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "dfConfirmdCaseDiff.plot()\n", - "plt.xlabel('Date')\n", - "plt.ylabel('Cases')\n", - "plt.title('Total Daily Infection Rate')\n", - "plt.show()" - ] + "execution_count": null, + "id": "4776c703", + "metadata": {}, + "outputs": [], + "source": [] }, { "cell_type": "markdown", @@ -13556,7 +13537,7 @@ }, { "cell_type": "code", - "execution_count": 566, + "execution_count": 157, "id": "412d0ca0", "metadata": {}, "outputs": [ @@ -13958,7 +13939,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 566, + "execution_count": 157, "metadata": {}, "output_type": "execute_result" } @@ -13969,7 +13950,7 @@ }, { "cell_type": "code", - "execution_count": 567, + "execution_count": 158, "id": "8697bf97", "metadata": {}, "outputs": [], @@ -13979,7 +13960,7 @@ }, { "cell_type": "code", - "execution_count": 568, + "execution_count": 159, "id": "15b25a40", "metadata": {}, "outputs": [ @@ -14381,7 +14362,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 568, + "execution_count": 159, "metadata": {}, "output_type": "execute_result" } @@ -14392,7 +14373,7 @@ }, { "cell_type": "code", - "execution_count": 569, + "execution_count": 160, "id": "2b08230a", "metadata": {}, "outputs": [], @@ -14402,7 +14383,7 @@ }, { "cell_type": "code", - "execution_count": 570, + "execution_count": 161, "id": "6e11bbe2", "metadata": {}, "outputs": [ @@ -14818,7 +14799,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 570, + "execution_count": 161, "metadata": {}, "output_type": "execute_result" } @@ -14829,7 +14810,7 @@ }, { "cell_type": "code", - "execution_count": 571, + "execution_count": 162, "id": "833deac5", "metadata": {}, "outputs": [], @@ -14840,7 +14821,7 @@ }, { "cell_type": "code", - "execution_count": 572, + "execution_count": 163, "id": "44081a10", "metadata": {}, "outputs": [ @@ -14862,7 +14843,7 @@ "Length: 201, dtype: float64" ] }, - "execution_count": 572, + "execution_count": 163, "metadata": {}, "output_type": "execute_result" } @@ -14873,7 +14854,7 @@ }, { "cell_type": "code", - "execution_count": 573, + "execution_count": 164, "id": "94217836", "metadata": {}, "outputs": [], @@ -14884,7 +14865,7 @@ }, { "cell_type": "code", - "execution_count": 574, + "execution_count": 165, "id": "ea8a73d5", "metadata": {}, "outputs": [ @@ -14894,7 +14875,7 @@ "103799897.0" ] }, - "execution_count": 574, + "execution_count": 165, "metadata": {}, "output_type": "execute_result" } @@ -14905,7 +14886,7 @@ }, { "cell_type": "code", - "execution_count": 575, + "execution_count": 166, "id": "33b14fe2", "metadata": {}, "outputs": [], @@ -14915,7 +14896,7 @@ }, { "cell_type": "code", - "execution_count": 576, + "execution_count": 167, "id": "2ecd6172", "metadata": {}, "outputs": [ @@ -14925,7 +14906,7 @@ "'3/9/23'" ] }, - "execution_count": 576, + "execution_count": 167, "metadata": {}, "output_type": "execute_result" } @@ -14945,7 +14926,7 @@ }, { "cell_type": "code", - "execution_count": 577, + "execution_count": 168, "id": "455faf9b", "metadata": {}, "outputs": [ @@ -15087,7 +15068,7 @@ "4 0.8 0.8 0 " ] }, - "execution_count": 577, + "execution_count": 168, "metadata": {}, "output_type": "execute_result" } @@ -15098,7 +15079,7 @@ }, { "cell_type": "code", - "execution_count": 578, + "execution_count": 169, "id": "cab35937", "metadata": { "collapsed": true @@ -15193,7 +15174,7 @@ "4 3374 46 " ] }, - "execution_count": 578, + "execution_count": 169, "metadata": {}, "output_type": "execute_result" } @@ -15204,7 +15185,7 @@ }, { "cell_type": "code", - "execution_count": 579, + "execution_count": 170, "id": "4b009630", "metadata": {}, "outputs": [], @@ -15214,7 +15195,7 @@ }, { "cell_type": "code", - "execution_count": 580, + "execution_count": 171, "id": "d223abd6", "metadata": {}, "outputs": [ @@ -15446,7 +15427,7 @@ "7 0.8 0.8 0 " ] }, - "execution_count": 580, + "execution_count": 171, "metadata": {}, "output_type": "execute_result" } @@ -15457,7 +15438,7 @@ }, { "cell_type": "code", - "execution_count": 581, + "execution_count": 172, "id": "73360281", "metadata": {}, "outputs": [], @@ -15467,7 +15448,7 @@ }, { "cell_type": "code", - "execution_count": 582, + "execution_count": 173, "id": "014d42f2", "metadata": {}, "outputs": [ @@ -15699,7 +15680,7 @@ "9 0.8 0.8 0 " ] }, - "execution_count": 582, + "execution_count": 173, "metadata": {}, "output_type": "execute_result" } @@ -15710,7 +15691,7 @@ }, { "cell_type": "code", - "execution_count": 583, + "execution_count": 174, "id": "2d1a94e0", "metadata": {}, "outputs": [], @@ -15721,7 +15702,7 @@ }, { "cell_type": "code", - "execution_count": 584, + "execution_count": 175, "id": "40068410", "metadata": {}, "outputs": [ @@ -16134,7 +16115,7 @@ "36 3 2 " ] }, - "execution_count": 584, + "execution_count": 175, "metadata": {}, "output_type": "execute_result" } @@ -16145,7 +16126,7 @@ }, { "cell_type": "code", - "execution_count": 585, + "execution_count": 176, "id": "c2ff1fc5", "metadata": { "scrolled": true @@ -16157,7 +16138,7 @@ }, { "cell_type": "code", - "execution_count": 586, + "execution_count": 177, "id": "987bd9e0", "metadata": {}, "outputs": [ @@ -16300,7 +16281,7 @@ "9 1737 49 " ] }, - "execution_count": 586, + "execution_count": 177, "metadata": {}, "output_type": "execute_result" } @@ -16311,7 +16292,7 @@ }, { "cell_type": "code", - "execution_count": 587, + "execution_count": 178, "id": "ae7ade59", "metadata": {}, "outputs": [], @@ -16322,7 +16303,7 @@ }, { "cell_type": "code", - "execution_count": 588, + "execution_count": 179, "id": "46c429f7", "metadata": {}, "outputs": [ @@ -16587,7 +16568,7 @@ "8 0.4 0.3 0.6 0 " ] }, - "execution_count": 588, + "execution_count": 179, "metadata": {}, "output_type": "execute_result" } @@ -16598,17 +16579,17 @@ }, { "cell_type": "code", - "execution_count": 589, + "execution_count": 180, "id": "d11e897b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 589, + "execution_count": 180, "metadata": {}, "output_type": "execute_result" }, @@ -16635,7 +16616,7 @@ }, { "cell_type": "code", - "execution_count": 590, + "execution_count": 181, "id": "3a2e4c07", "metadata": {}, "outputs": [], @@ -16645,7 +16626,7 @@ }, { "cell_type": "code", - "execution_count": 591, + "execution_count": 182, "id": "6c845faf", "metadata": {}, "outputs": [ @@ -16877,7 +16858,7 @@ "36 0.1 0.4 1 " ] }, - "execution_count": 591, + "execution_count": 182, "metadata": {}, "output_type": "execute_result" } @@ -16888,7 +16869,7 @@ }, { "cell_type": "code", - "execution_count": 592, + "execution_count": 183, "id": "20a92537", "metadata": {}, "outputs": [], @@ -16898,7 +16879,7 @@ }, { "cell_type": "code", - "execution_count": 593, + "execution_count": 184, "id": "972a4d7c", "metadata": {}, "outputs": [ @@ -17186,7 +17167,7 @@ "9 1.0 0.0 0.1 1 " ] }, - "execution_count": 593, + "execution_count": 184, "metadata": {}, "output_type": "execute_result" } @@ -17205,7 +17186,7 @@ }, { "cell_type": "code", - "execution_count": 594, + "execution_count": 185, "id": "3fb3f968", "metadata": {}, "outputs": [ @@ -17215,13 +17196,13 @@ "Text(0.5, 1.0, 'Regression Plot: Population Density vs. No. of Cases (Lab Confirmed)')" ] }, - "execution_count": 594, + "execution_count": 185, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -17242,7 +17223,7 @@ }, { "cell_type": "code", - "execution_count": 595, + "execution_count": 186, "id": "b6debb09", "metadata": {}, "outputs": [ @@ -17346,7 +17327,7 @@ "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 595, + "execution_count": 186, "metadata": {}, "output_type": "execute_result" } @@ -17357,7 +17338,7 @@ }, { "cell_type": "code", - "execution_count": 596, + "execution_count": 187, "id": "7294b37b", "metadata": {}, "outputs": [], @@ -17367,7 +17348,7 @@ }, { "cell_type": "code", - "execution_count": 597, + "execution_count": 188, "id": "37143fa9", "metadata": {}, "outputs": [ @@ -17377,7 +17358,7 @@ "413801074.72" ] }, - "execution_count": 597, + "execution_count": 188, "metadata": {}, "output_type": "execute_result" } @@ -17388,7 +17369,7 @@ }, { "cell_type": "code", - "execution_count": 598, + "execution_count": 189, "id": "a3b30137", "metadata": {}, "outputs": [], @@ -17398,7 +17379,7 @@ }, { "cell_type": "code", - "execution_count": 599, + "execution_count": 190, "id": "56a29596", "metadata": {}, "outputs": [ @@ -17408,7 +17389,7 @@ "15890000.0" ] }, - "execution_count": 599, + "execution_count": 190, "metadata": {}, "output_type": "execute_result" } @@ -17419,27 +17400,27 @@ }, { "cell_type": "code", - "execution_count": 600, + "execution_count": 200, "id": "11b80273", "metadata": {}, "outputs": [], "source": [ - "percentage_change = ((q2_2020_gdp - pre_covid_gdp)/pre_covid_gdp)*100" + "percentage_change = ((pre_covid_gdp - q2_2020_gdp)/pre_covid_gdp)*100" ] }, { "cell_type": "code", - "execution_count": 601, + "execution_count": 201, "id": "e4af1fa4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "-96.15999064024857" + "96.15999064024857" ] }, - "execution_count": 601, + "execution_count": 201, "metadata": {}, "output_type": "execute_result" } @@ -17450,7 +17431,7 @@ }, { "cell_type": "code", - "execution_count": 602, + "execution_count": 193, "id": "2ef3bc08", "metadata": {}, "outputs": [], @@ -17463,7 +17444,7 @@ }, { "cell_type": "code", - "execution_count": 603, + "execution_count": 194, "metadata": {}, "outputs": [ { @@ -17472,7 +17453,7 @@ "Index(['Year', 'Q1', 'Q2', 'Q3', 'Q4'], dtype='object')" ] }, - "execution_count": 603, + "execution_count": 194, "metadata": {}, "output_type": "execute_result" } @@ -17483,7 +17464,7 @@ }, { "cell_type": "code", - "execution_count": 604, + "execution_count": 195, "id": "263a27d3", "metadata": {}, "outputs": [], @@ -17494,7 +17475,7 @@ }, { "cell_type": "code", - "execution_count": 605, + "execution_count": 196, "id": "006ddaa7", "metadata": {}, "outputs": [ @@ -17598,7 +17579,7 @@ "2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 605, + "execution_count": 196, "metadata": {}, "output_type": "execute_result" } @@ -17609,7 +17590,7 @@ }, { "cell_type": "code", - "execution_count": 606, + "execution_count": 197, "id": "5960bb99", "metadata": {}, "outputs": [ @@ -17639,7 +17620,7 @@ }, { "cell_type": "code", - "execution_count": 607, + "execution_count": 198, "id": "3a65e340", "metadata": {}, "outputs": [ @@ -17937,7 +17918,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 607, + "execution_count": 198, "metadata": {}, "output_type": "execute_result" } @@ -17948,7 +17929,7 @@ }, { "cell_type": "code", - "execution_count": 608, + "execution_count": 199, "id": "6a616b1f", "metadata": {}, "outputs": [ diff --git a/README.md b/README.md index 5c893620..7ce2e1f9 100644 --- a/README.md +++ b/README.md @@ -1,25 +1,33 @@ # Nigeria-COVID-19-Data-Analysis-Using-Python Data Scientist: Micro degree Capstone Project -Project description: +# Project description: Coronavirus disease (COVID-19) is an infectious disease caused by a newly discovered coronavirus, and it has affected major parts of the world. Nigeria, a West-African country, has also been affected by the COVID-19 pandemic after recording its first case on 27th February 2020. Nigeria is a country with 37 states - Federal Capital Territory included- and a fast-growing economic environment with about 200 million citizens. COVID-19 has affected several country activities as the country steadily progressed from its first case to shutting down major airports, state-wide lockdown, curfews, and reviving its economy. # Project Steps - Data collection: - All the required libraries were imported and data was imported from the repository since the NCDC COVID-19 official website could not be accessed. + After importing all required libraries, dataset were collected from The Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE) repository using the Urlib.request since the NCDC COVID-19 official website could not be accessed. These dataset includes: + #Global Daily Confirmed Cases + #Global Daily Recovered Cases + #Global Daily Death Cases + #covid_external.csv + #Budget data.csv + #RealGDP.csv + - Data cleaning and preparation: Data were cleaned by dropping columns with a null value and zero value, removing commas from numerical values Data were also converted to appropriate datatypes Nigeria data was extracted from the world COVID-19 record for analysis - The information was transposed to give it a better presentation + The dataframe was transposed to give it a better presentation Pandas DataFrame for Daily Confirmed, Recovered and deaths Cases were gotten - Data analysis A plot that shows the Top 10 states in terms of Confirmed Covid cases by Laboratory test and Discharged Covid cases were generated - Plot the top 10 Death cases - A line plot for the total daily confirmed, recovered, and death cases in Nigeria was generated. - The daily infection rate was determined to show the derivate of the total cases on a line plot - The maximum infection rate for a day was calculated signifying the number of new cases and the date found. - The relationship between the external dataset and the NCDC COVID-19 dataset was determined and a line plot of the top 10 confirmed cases and the overall community vulnerability index on the same axis was generated. - The two datasets above were combined on a common column and the relationship between them was generated. + A bar plot for the total daily confirmed, recovered, and death cases in Nigeria were generated. + The daily infection rate was determined to show the derivate of the total cases on a bar plot + The maximum infection rate for a day was calculated signifying the number of new cases and the date was found to be 3/9/23 . + The relationship between the external dataset and the NCDC COVID-19 dataset was determined and a line plot of the top 10 confirmed cases and the overall community vulnerability index on the same axis was generated. + The two datasets above (external and COVID-19) were combined on a common column and the relationship between them was generated. A regression plot between two variables (Confirmed Cases and Population Density) was generated to visualize the linear relationships. + Analysis on the real GDP data shows that the GDP fell from 413801074.72 Pre-Covid_19 to 15890000.0 during Q2 2020, a %change of 96%. 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zSi-@uKXMWdhC^@15?J&8$VoU9sD)dx1Z02u09bi%#~coYvO{j$2j}=BU*G_)^7i@x z$e{mRFYRsh0C=bEFFL8BnTye1>pq);wKaek1vLEHi2nu81U&xNUf#}L&({90Edm@U P0RVePNB3M#6yyH@32PCy diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index b5887459..c7837ad5 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 5, + "execution_count": 1, "id": "77550c18", "metadata": {}, "outputs": [], @@ -32,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 2, "id": "1bebe64b", "metadata": {}, "outputs": [], @@ -42,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 3, "id": "567d3be3", "metadata": {}, "outputs": [], @@ -52,17 +52,17 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 4, "id": "b3ae0fc8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('comfirmed_cases.csv', )" + "('comfirmed_cases.csv', )" ] }, - "execution_count": 8, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -73,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 5, "id": "4306954f", "metadata": {}, "outputs": [], @@ -83,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 6, "id": "ae56e727", "metadata": {}, "outputs": [ @@ -444,7 +444,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 10, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -455,7 +455,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 7, "id": "0cd70b2e", "metadata": {}, "outputs": [], @@ -465,7 +465,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 8, "id": "c0c16e8b", "metadata": {}, "outputs": [ @@ -826,7 +826,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 12, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -837,7 +837,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 9, "id": "86b8f22a", "metadata": {}, "outputs": [ @@ -859,7 +859,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 10, "id": "c9d254f2", "metadata": {}, "outputs": [], @@ -869,7 +869,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 11, "id": "4c0176f8", "metadata": {}, "outputs": [], @@ -880,7 +880,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 12, "id": "7f1aa9b8", "metadata": {}, "outputs": [ @@ -1241,7 +1241,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 16, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -1260,7 +1260,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 13, "id": "c1c6366a", "metadata": {}, "outputs": [], @@ -1270,7 +1270,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 14, "id": "f1377bd1", "metadata": {}, "outputs": [], @@ -1280,17 +1280,17 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 15, "id": "24f5c66d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('recovered_cases.csv', )" + "('recovered_cases.csv', )" ] }, - "execution_count": 19, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -1301,7 +1301,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 16, "id": "718e188b", "metadata": {}, "outputs": [], @@ -1311,7 +1311,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 17, "id": "621b2f14", "metadata": {}, "outputs": [ @@ -1672,7 +1672,7 @@ "[274 rows x 1147 columns]" ] }, - "execution_count": 21, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -1683,7 +1683,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 18, "id": "74018908", "metadata": {}, "outputs": [], @@ -1693,7 +1693,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 19, "id": "a5e0afc0", "metadata": { "collapsed": true @@ -2056,7 +2056,7 @@ "[274 rows x 573 columns]" ] }, - "execution_count": 23, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -2067,7 +2067,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 20, "id": "6a762d4b", "metadata": {}, "outputs": [], @@ -2077,7 +2077,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 21, "id": "ffc64d1e", "metadata": { "collapsed": true @@ -2440,7 +2440,7 @@ "[274 rows x 570 columns]" ] }, - "execution_count": 25, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -2451,7 +2451,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 22, "id": "69f8d0af", "metadata": { "collapsed": true @@ -2475,7 +2475,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 23, "id": "30577ae7", "metadata": {}, "outputs": [], @@ -2493,7 +2493,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 24, "id": "e1a4b8c3", "metadata": {}, "outputs": [], @@ -2503,7 +2503,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 25, "id": "90f83a9b", "metadata": {}, "outputs": [], @@ -2513,17 +2513,17 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 26, "id": "aea29dc2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('death_cases.csv', )" + "('death_cases.csv', )" ] }, - "execution_count": 30, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -2534,7 +2534,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 27, "id": "a947667d", "metadata": {}, "outputs": [], @@ -2544,7 +2544,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 28, "id": "b98b10cd", "metadata": { "collapsed": true @@ -2907,7 +2907,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 32, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -2918,7 +2918,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 29, "id": "5248a090", "metadata": {}, "outputs": [], @@ -2929,7 +2929,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 30, "id": "934622ec", "metadata": {}, "outputs": [], @@ -2939,7 +2939,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 31, "id": "6858138e", "metadata": {}, "outputs": [], @@ -2949,7 +2949,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 32, "id": "4597fb06", "metadata": {}, "outputs": [ @@ -3310,7 +3310,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 36, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } @@ -3321,7 +3321,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 33, "id": "888a316c", "metadata": {}, "outputs": [ @@ -3351,7 +3351,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 34, "id": "293a532c", "metadata": {}, "outputs": [], @@ -3361,7 +3361,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 35, "id": "657dd133", "metadata": {}, "outputs": [], @@ -3371,17 +3371,17 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 36, "id": "a07f53fe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('external_cases.csv', )" + "('external_cases.csv', )" ] }, - "execution_count": 40, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" } @@ -3392,7 +3392,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 37, "id": "133e0130", "metadata": {}, "outputs": [], @@ -3402,7 +3402,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 38, "id": "a250108b", "metadata": { "collapsed": true @@ -4122,7 +4122,7 @@ "36 0.1 0.4 1.03 " ] }, - "execution_count": 42, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } @@ -4133,7 +4133,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 39, "id": "dd20a8a7", "metadata": {}, "outputs": [ @@ -4169,7 +4169,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 40, "id": "8f9e37e7", "metadata": {}, "outputs": [], @@ -4180,7 +4180,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 41, "id": "9a82cbc1", "metadata": {}, "outputs": [], @@ -4190,7 +4190,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 42, "id": "e75e62f8", "metadata": {}, "outputs": [], @@ -4200,7 +4200,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 43, "id": "f9658ab0", "metadata": { "scrolled": true @@ -4212,7 +4212,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 44, "id": "0ddafc10", "metadata": {}, "outputs": [ @@ -4256,7 +4256,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 45, "id": "51cc4bf8", "metadata": {}, "outputs": [], @@ -4266,7 +4266,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 46, "id": "2ffeec79", "metadata": {}, "outputs": [], @@ -4276,16 +4276,16 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('covid_cases.csv', )" + "('covid_cases.csv', )" ] }, - "execution_count": 51, + "execution_count": 47, "metadata": {}, "output_type": "execute_result" } @@ -4296,7 +4296,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 48, "id": "9f2326ca", "metadata": {}, "outputs": [], @@ -4306,7 +4306,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 49, "id": "fc0e883b", "metadata": {}, "outputs": [ @@ -4719,7 +4719,7 @@ "36 3 2 " ] }, - "execution_count": 53, + "execution_count": 49, "metadata": {}, "output_type": "execute_result" } @@ -4730,7 +4730,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 50, "id": "c5ab5fe2", "metadata": {}, "outputs": [], @@ -4741,7 +4741,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 51, "id": "17d12c49", "metadata": {}, "outputs": [], @@ -4752,7 +4752,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 52, "id": "aa5c0ca8", "metadata": {}, "outputs": [], @@ -4763,7 +4763,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 53, "id": "06507d68", "metadata": {}, "outputs": [], @@ -4774,7 +4774,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 54, "id": "a89881e3", "metadata": { "collapsed": true @@ -4805,7 +4805,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 55, "id": "a97037a8", "metadata": { "collapsed": true @@ -5220,7 +5220,7 @@ "36 3 2 " ] }, - "execution_count": 59, + "execution_count": 55, "metadata": {}, "output_type": "execute_result" } @@ -5239,7 +5239,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 56, "id": "0768ff6d", "metadata": {}, "outputs": [], @@ -5249,7 +5249,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 57, "id": "47156bd4", "metadata": {}, "outputs": [], @@ -5259,17 +5259,17 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 58, "id": "703ee4f6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('budget_cases.csv', )" + "('budget_cases.csv', )" ] }, - "execution_count": 62, + "execution_count": 58, "metadata": {}, "output_type": "execute_result" } @@ -5280,7 +5280,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 59, "id": "7f82b3f9", "metadata": {}, "outputs": [], @@ -5290,7 +5290,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 60, "id": "e2a627e4", "metadata": { "collapsed": true @@ -5590,7 +5590,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 64, + "execution_count": 60, "metadata": {}, "output_type": "execute_result" } @@ -5601,7 +5601,7 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 61, "id": "e8f55fa5", "metadata": {}, "outputs": [], @@ -5611,7 +5611,7 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 62, "id": "5bc901fc", "metadata": { "collapsed": true @@ -5648,7 +5648,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 63, "id": "0f9b342a", "metadata": {}, "outputs": [], @@ -5658,7 +5658,7 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 64, "id": "2f496008", "metadata": {}, "outputs": [], @@ -5668,16 +5668,16 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 65, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('Realgdp_cases.csv', )" + "('Realgdp_cases.csv', )" ] }, - "execution_count": 69, + "execution_count": 65, "metadata": {}, "output_type": "execute_result" } @@ -5688,7 +5688,7 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 66, "id": "bb208222", "metadata": {}, "outputs": [], @@ -5698,7 +5698,7 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 67, "id": "18261d23", "metadata": { "collapsed": true @@ -5804,7 +5804,7 @@ "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 71, + "execution_count": 67, "metadata": {}, "output_type": "execute_result" } @@ -5815,7 +5815,7 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 68, "id": "8d5916d8", "metadata": { "collapsed": true @@ -5854,7 +5854,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 69, "id": "f13a9f82", "metadata": { "collapsed": true @@ -6055,7 +6055,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 73, + "execution_count": 69, "metadata": {}, "output_type": "execute_result" } @@ -6066,7 +6066,7 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 70, "id": "70e0a8a4", "metadata": { "collapsed": true @@ -6358,7 +6358,7 @@ "[8 rows x 1143 columns]" ] }, - "execution_count": 74, + "execution_count": 70, "metadata": {}, "output_type": "execute_result" } @@ -6369,7 +6369,7 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 71, "id": "2ad90233", "metadata": { "collapsed": true @@ -6386,7 +6386,7 @@ " dtype='object', length=1144)" ] }, - "execution_count": 75, + "execution_count": 71, "metadata": {}, "output_type": "execute_result" } @@ -6397,7 +6397,7 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 72, "id": "186101a6", "metadata": { "collapsed": true @@ -6598,7 +6598,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 76, + "execution_count": 72, "metadata": {}, "output_type": "execute_result" } @@ -6617,7 +6617,7 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 73, "id": "9ee720c0", "metadata": { "scrolled": true @@ -6631,17 +6631,17 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 74, "id": "47d49996", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 78, + "execution_count": 74, "metadata": {}, "output_type": "execute_result" } @@ -6652,7 +6652,7 @@ }, { "cell_type": "code", - "execution_count": 79, + "execution_count": 75, "id": "37d665df", "metadata": { "collapsed": true @@ -7056,7 +7056,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 79, + "execution_count": 75, "metadata": {}, "output_type": "execute_result" } @@ -7076,7 +7076,7 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": 76, "id": "db598dc5", "metadata": {}, "outputs": [ @@ -7167,7 +7167,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 80, + "execution_count": 76, "metadata": {}, "output_type": "execute_result" } @@ -7179,7 +7179,7 @@ }, { "cell_type": "code", - "execution_count": 81, + "execution_count": 77, "id": "f7bbb8f4", "metadata": {}, "outputs": [], @@ -7189,7 +7189,7 @@ }, { "cell_type": "code", - "execution_count": 82, + "execution_count": 78, "id": "350ea681", "metadata": {}, "outputs": [ @@ -7280,7 +7280,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 82, + "execution_count": 78, "metadata": {}, "output_type": "execute_result" } @@ -7291,7 +7291,7 @@ }, { "cell_type": "code", - "execution_count": 83, + "execution_count": 79, "id": "b37857cb", "metadata": {}, "outputs": [], @@ -7302,7 +7302,7 @@ }, { "cell_type": "code", - "execution_count": 84, + "execution_count": 80, "id": "fac040df", "metadata": {}, "outputs": [ @@ -7393,7 +7393,7 @@ "[1 rows x 1107 columns]" ] }, - "execution_count": 84, + "execution_count": 80, "metadata": {}, "output_type": "execute_result" } @@ -7404,7 +7404,7 @@ }, { "cell_type": "code", - "execution_count": 85, + "execution_count": 81, "id": "3e739025", "metadata": {}, "outputs": [ @@ -7419,7 +7419,7 @@ " dtype='object', length=1107)" ] }, - "execution_count": 85, + "execution_count": 81, "metadata": {}, "output_type": "execute_result" } @@ -7430,7 +7430,7 @@ }, { "cell_type": "code", - "execution_count": 86, + "execution_count": 82, "id": "7375c99f", "metadata": {}, "outputs": [], @@ -7440,7 +7440,7 @@ }, { "cell_type": "code", - "execution_count": 87, + "execution_count": 83, "id": "def4d314", "metadata": {}, "outputs": [], @@ -7450,7 +7450,7 @@ }, { "cell_type": "code", - "execution_count": 88, + "execution_count": 84, "id": "b94641ee", "metadata": {}, "outputs": [], @@ -7460,7 +7460,7 @@ }, { "cell_type": "code", - "execution_count": 89, + "execution_count": 85, "id": "92ad84d6", "metadata": {}, "outputs": [ @@ -7560,7 +7560,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 89, + "execution_count": 85, "metadata": {}, "output_type": "execute_result" } @@ -7571,7 +7571,7 @@ }, { "cell_type": "code", - "execution_count": 90, + "execution_count": 86, "id": "8e3fcb3f", "metadata": {}, "outputs": [], @@ -7581,7 +7581,7 @@ }, { "cell_type": "code", - "execution_count": 91, + "execution_count": 87, "id": "cfba2ea7", "metadata": {}, "outputs": [ @@ -7681,7 +7681,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 91, + "execution_count": 87, "metadata": {}, "output_type": "execute_result" } @@ -7692,7 +7692,7 @@ }, { "cell_type": "code", - "execution_count": 92, + "execution_count": 88, "id": "c850e2d2", "metadata": {}, "outputs": [ @@ -7702,7 +7702,7 @@ "Index([206], dtype='int64')" ] }, - "execution_count": 92, + "execution_count": 88, "metadata": {}, "output_type": "execute_result" } @@ -7713,7 +7713,7 @@ }, { "cell_type": "code", - "execution_count": 93, + "execution_count": 89, "id": "2adcd95c", "metadata": {}, "outputs": [], @@ -7731,7 +7731,7 @@ }, { "cell_type": "code", - "execution_count": 94, + "execution_count": 90, "id": "aed25ee9", "metadata": {}, "outputs": [ @@ -7831,7 +7831,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 94, + "execution_count": 90, "metadata": {}, "output_type": "execute_result" } @@ -7850,7 +7850,7 @@ }, { "cell_type": "code", - "execution_count": 95, + "execution_count": 91, "id": "8dab7d42", "metadata": {}, "outputs": [], @@ -7870,7 +7870,7 @@ }, { "cell_type": "code", - "execution_count": 96, + "execution_count": 92, "id": "30848de2", "metadata": { "collapsed": true @@ -8274,7 +8274,7 @@ "[201 rows x 569 columns]" ] }, - "execution_count": 96, + "execution_count": 92, "metadata": {}, "output_type": "execute_result" } @@ -8286,7 +8286,7 @@ }, { "cell_type": "code", - "execution_count": 97, + "execution_count": 93, "id": "3df06d1c", "metadata": { "collapsed": true @@ -8379,7 +8379,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 97, + "execution_count": 93, "metadata": {}, "output_type": "execute_result" } @@ -8391,7 +8391,7 @@ }, { "cell_type": "code", - "execution_count": 98, + "execution_count": 94, "id": "e7798490", "metadata": {}, "outputs": [], @@ -8409,7 +8409,7 @@ }, { "cell_type": "code", - "execution_count": 99, + "execution_count": 95, "id": "a226f850", "metadata": {}, "outputs": [ @@ -8500,7 +8500,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 99, + "execution_count": 95, "metadata": {}, "output_type": "execute_result" } @@ -8511,7 +8511,7 @@ }, { "cell_type": "code", - "execution_count": 100, + "execution_count": 96, "id": "a3863d3a", "metadata": {}, "outputs": [], @@ -8522,7 +8522,7 @@ }, { "cell_type": "code", - "execution_count": 101, + "execution_count": 97, "id": "2facb1d9", "metadata": { "scrolled": true @@ -8615,7 +8615,7 @@ "[1 rows x 506 columns]" ] }, - "execution_count": 101, + "execution_count": 97, "metadata": {}, "output_type": "execute_result" } @@ -8626,7 +8626,7 @@ }, { "cell_type": "code", - "execution_count": 102, + "execution_count": 98, "id": "b08410cf", "metadata": {}, "outputs": [], @@ -8636,7 +8636,7 @@ }, { "cell_type": "code", - "execution_count": 103, + "execution_count": 99, "id": "1cfc17c5", "metadata": {}, "outputs": [], @@ -8646,7 +8646,7 @@ }, { "cell_type": "code", - "execution_count": 104, + "execution_count": 100, "id": "80a0b668", "metadata": {}, "outputs": [], @@ -8656,7 +8656,7 @@ }, { "cell_type": "code", - "execution_count": 105, + "execution_count": 101, "id": "01b5bc02", "metadata": {}, "outputs": [], @@ -8674,7 +8674,7 @@ }, { "cell_type": "code", - "execution_count": 106, + "execution_count": 102, "id": "86d8ab9c", "metadata": { "collapsed": true @@ -8771,7 +8771,7 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 106, + "execution_count": 102, "metadata": {}, "output_type": "execute_result" } @@ -8790,7 +8790,7 @@ }, { "cell_type": "code", - "execution_count": 107, + "execution_count": 103, "id": "816beb3e", "metadata": {}, "outputs": [], @@ -8810,7 +8810,7 @@ }, { "cell_type": "code", - "execution_count": 108, + "execution_count": 104, "id": "ef1de005", "metadata": { "collapsed": true @@ -9214,7 +9214,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 108, + "execution_count": 104, "metadata": {}, "output_type": "execute_result" } @@ -9226,7 +9226,7 @@ }, { "cell_type": "code", - "execution_count": 109, + "execution_count": 105, "id": "b767b40a", "metadata": { "collapsed": true @@ -9319,7 +9319,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 109, + "execution_count": 105, "metadata": {}, "output_type": "execute_result" } @@ -9331,7 +9331,7 @@ }, { "cell_type": "code", - "execution_count": 110, + "execution_count": 106, "id": "68f17d5f", "metadata": {}, "outputs": [], @@ -9349,7 +9349,7 @@ }, { "cell_type": "code", - "execution_count": 111, + "execution_count": 107, "id": "34e74f65", "metadata": {}, "outputs": [ @@ -9440,7 +9440,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 111, + "execution_count": 107, "metadata": {}, "output_type": "execute_result" } @@ -9451,7 +9451,7 @@ }, { "cell_type": "code", - "execution_count": 112, + "execution_count": 108, "id": "775f9b87", "metadata": {}, "outputs": [], @@ -9462,7 +9462,7 @@ }, { "cell_type": "code", - "execution_count": 113, + "execution_count": 109, "id": "5a6cdcf7", "metadata": {}, "outputs": [ @@ -9553,7 +9553,7 @@ "[1 rows x 1083 columns]" ] }, - "execution_count": 113, + "execution_count": 109, "metadata": {}, "output_type": "execute_result" } @@ -9564,7 +9564,7 @@ }, { "cell_type": "code", - "execution_count": 114, + "execution_count": 110, "id": "e6a6c58a", "metadata": {}, "outputs": [], @@ -9574,7 +9574,7 @@ }, { "cell_type": "code", - "execution_count": 115, + "execution_count": 111, "id": "5d222135", "metadata": {}, "outputs": [], @@ -9584,7 +9584,7 @@ }, { "cell_type": "code", - "execution_count": 116, + "execution_count": 112, "id": "a36a1a44", "metadata": {}, "outputs": [], @@ -9594,7 +9594,7 @@ }, { "cell_type": "code", - "execution_count": 117, + "execution_count": 113, "id": "d07b9e03", "metadata": {}, "outputs": [], @@ -9612,7 +9612,7 @@ }, { "cell_type": "code", - "execution_count": 118, + "execution_count": 114, "id": "f8601c2b", "metadata": {}, "outputs": [ @@ -9712,7 +9712,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 118, + "execution_count": 114, "metadata": {}, "output_type": "execute_result" } @@ -9731,7 +9731,7 @@ }, { "cell_type": "code", - "execution_count": 119, + "execution_count": 115, "id": "e674c155", "metadata": {}, "outputs": [], @@ -9743,7 +9743,7 @@ }, { "cell_type": "code", - "execution_count": 120, + "execution_count": 116, "id": "d38220b0", "metadata": { "collapsed": true @@ -10442,7 +10442,7 @@ "Zamfara 1.0 0.9 0 " ] }, - "execution_count": 120, + "execution_count": 116, "metadata": {}, "output_type": "execute_result" } @@ -10462,7 +10462,7 @@ }, { "cell_type": "code", - "execution_count": 121, + "execution_count": 117, "id": "830cf810", "metadata": {}, "outputs": [], @@ -10474,7 +10474,7 @@ }, { "cell_type": "code", - "execution_count": 122, + "execution_count": 118, "id": "1f69cbf5", "metadata": { "collapsed": true @@ -10742,7 +10742,7 @@ "Zamfara 188.50 127.30" ] }, - "execution_count": 122, + "execution_count": 118, "metadata": {}, "output_type": "execute_result" } @@ -10792,7 +10792,7 @@ }, { "cell_type": "code", - "execution_count": 123, + "execution_count": 119, "id": "37096212", "metadata": {}, "outputs": [], @@ -10804,7 +10804,7 @@ }, { "cell_type": "code", - "execution_count": 124, + "execution_count": 120, "id": "333c80a8", "metadata": { "collapsed": true @@ -11190,7 +11190,7 @@ "Zamfara 73 5 " ] }, - "execution_count": 124, + "execution_count": 120, "metadata": {}, "output_type": "execute_result" } @@ -11209,7 +11209,7 @@ }, { "cell_type": "code", - "execution_count": 125, + "execution_count": 121, "id": "596a27c1", "metadata": {}, "outputs": [], @@ -11219,7 +11219,7 @@ }, { "cell_type": "code", - "execution_count": 126, + "execution_count": 122, "id": "9def4c72", "metadata": { "collapsed": true @@ -11364,7 +11364,7 @@ "9 1737 49 " ] }, - "execution_count": 126, + "execution_count": 122, "metadata": {}, "output_type": "execute_result" } @@ -11375,7 +11375,7 @@ }, { "cell_type": "code", - "execution_count": 127, + "execution_count": 123, "id": "59a379c8", "metadata": {}, "outputs": [ @@ -11518,7 +11518,7 @@ "9 1737 49 " ] }, - "execution_count": 127, + "execution_count": 123, "metadata": {}, "output_type": "execute_result" } @@ -11529,7 +11529,7 @@ }, { "cell_type": "code", - "execution_count": 128, + "execution_count": 124, "id": "a9ab1ee4", "metadata": {}, "outputs": [ @@ -11541,7 +11541,7 @@ " dtype='object')" ] }, - "execution_count": 128, + "execution_count": 124, "metadata": {}, "output_type": "execute_result" } @@ -11552,7 +11552,7 @@ }, { "cell_type": "code", - "execution_count": 129, + "execution_count": 125, "id": "54b5bbfa", "metadata": { "collapsed": true @@ -11561,48 +11561,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 129, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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666/n7rvvToMGDYoeGxap689vktq/d33P5+ugc+fOady4cV599dUkyfvvv59jjz02CxYsyD777JOOHTvmjTfeyN13352nn346119//VLD7uV9fvPrX/86Y8aMyZ577pl+/fpl/vz5eeqppzJixIhMnDgxN9xww1f4xN9sgm5WKwsXLsyNN96YzTbbLJdffvliP9y1bNkyt9xyS1544YXsuuuuKSsry7XXXpstttgi119/fc0HZYtmXn/e6NGj8/jjj6dv374555xzama99u/fP0cccUQuv/zy7Lzzzll//fVzzz33pGnTprnkkktq/tHt169fTjrppEyePPmreSFYI9xyyy255ZZblnru2WefTZJ8+OGHWWuttdKoUaOvsjVYwiOPPJK77747VVVVmTdvXsaMGZODDjpoibq//e1vadu2ba6++uo0bdq05njnzp1zwQUX5Omnn06XLl0ya9asXH755dlkk03yt7/9rWYW0p577lnzh0crY968eRk6dGjNjL8+ffqkb9++GTlyZE3QPWrUqHzwwQf5v//7v/zoRz+quXafffZJ7969M2bMGEH3GuqLH/DOmzcvb7zxRgYNGpQFCxbk2GOPXep1tX1PderUKT/84Q9z6aWXplOnTjV7Sk2bNi1/+ctf8v3vfz8XXXRRzc8rBx10UM4999zccccd2WOPPdKtW7c89dRTefXVVxf7Y70kOfDAA9OvX7+MGTNmFbwy8JkPP/wwrVq1WizYW5ZFHwSXlZWlW7du2WuvvTJo0KA88cQT6dWrV03dqFGj0rFjx2y77bapqqrKeeedl+rq6txwww01f9C3//77p2fPnjn//PPz17/+Nb/73e9WzQOyRvni9/yFCxdm+vTpGT16dO69995sscUW2W233ZZ67d57750LLrggjz/+eH784x/XHB81alTatm2bnXbaKclnf4D37rvv5uqrr14scPnJT36SI444IhdddFEuueSSmuPz5s3LmWeemb33/v/au/e4nu/+j+OP+naW5HzWUuaUU0472JylK13MsFkbQ9gm22UbfmNmM5tNXNcM2xg2zflUU0KF5XC1DJdDtmFGRKuRpFI6/f5w6zNfFZkY9rz/I5/P+3P8fvr0/r5f7/fr/U9jWWBgIDk5OcyYMcMYHfLUU0/x1ltvkZSUxJUrV/SdQcrEjBkzmDFjRonrt2zZgqOjIzNmzKBChQosXrzY6HjUt29fBg8eTEZGhlH+zJkzzJkzB1dXV77++mvjO8Kzzz7LpEmTiIiIIDw8vEjmGpHbdTv1lQULFpCUlGRWr+/fvz/Tpk0jODj4ts4rOTmZKVOm0LNnT2NZdnY2YWFh7Nmzh/bt29/W/kXKuv2mUGmeXb3z5V5hYWFBhQoVjHp+YGAgWVlZfPPNN2bZZzp37kxAQADz5s0rknUMKLH95ujRo2zfvp3+/fszduxYo/wzzzzDkCFDiIuLIzU1tcSR4nJrFOiW+4rJZGLDhg1cvnzZLMh9+fJlI5Bd+IUpOjqaK1eu4OfnZzYapE6dOnh7exspigCioqIAGDlypFlqZ0dHR4YMGcKUKVPYunUrgwYNonr16mRmZjJz5kx8fX1p2LAhJpOJefPm3clLl78hb29vfHx8bljGZDKRn59/l85IpGSrV6/G1dWVyZMnM3r0aGbPnk2rVq1o2LChWbmvvvqK9PR0sy9JV65cMd69he/w3bt3k5mZSe/evc1SbVavXh0vL69is3Pciscff9wsra2DgwMuLi4cOXLEWPbMM8/QvXv3IpXOCxcu4OjoaNZAJ38vJTXwVqlShXHjxhkj9K53u8/Utm3byMnJoXv37ly8eNFsnZeXFxs3bmTbtm00bdqUJ598ksjISLPfNbia/tnJyYnk5GTy8/PVU17uiIKCglJP7XD9qCQfHx/mz5/Pxo0bjUD30aNH+eWXXxg+fDgWFhb8/PPPnD59ml69ehXJWtO3b1+CgoLYtm0bEydO1KgnuW0lvfMdHBzo3bs3r7zySonPmZeXF7NmzSI8PNwIdMfHx3P48GGee+45rKysKCgoIDIyEldXV+rVq2cWVK9cuTLNmjUjNjaWzMxMs1Tp10/3UhiEmTlzJgMGDMDDwwOTycS0adNu9xaImHn++ed55JFHSlxvb2/P0aNHSUxM5NlnnzXLruHo6MhTTz3Fp59+aiz77rvvyMvLM0b1FbKwsOCVV14hIiKCqKgoBT2kzN1OfSUqKop69eqZdV4F8Pf3v+1At42NTZEOVI0bNyYsLIzz58/f1r5FoOzbbwqV5tnVO1/uJTk5OcDV7Erff/89jz76KI6Ojmb18YcffpjatWuzbdu2YgPdJXn44YfZtm1bkTaXlJQUHB0dgau/Qwp0lw0FuuW+Y21tzf79+4mKiuLUqVOcPXuWpKQkCgoKAIygX3x8PECx84tc3yB25swZ7O3tqVmzZpGy9evXB67OAQswfPhwjh49yurVq1m9ejUVK1akTZs2dOzYkS5dumi+VikztWvXLtKAdb1q1aoZc3xohIb8ldzc3Jg7dy6VKlVi7NixvPPOO0yYMIFvvvnGrFHWysqKxMREFi5cyIkTJ0hMTOTs2bPGu7vw3zNnzgCYpeksVBap+CtXrlxkmY2NTZGOI5aWlixdupS4uDgSEhI4e/as8WXudtLRyf3t+gZea2trqlSpQp06dcw6zBXndp6pwrrN5MmTSyyTmJho/GxjY8P69evZt2+fcay0tDTjHBXoljulevXqJCYmkpube9O6cXJyMvDH81+tWjUeeeQRdu3axcWLF6lQoQJhYWFYWFgYHQATEhKAP+rp17KwsKB+/frs2rWL1NTUYt/3Irei8J1fUFDAuXPnWLVqldHx4mZZZsqXL0+nTp2IiooiJSWFSpUqsWHDBgCjU9SFCxdIS0sjLS2NHj16lLiv5ORkIw0iUGROv2eeeYb9+/cTGRlJZGQkjo6OeHp60qFDB3r27Kk5uqXM1K9f/6bfUwvf06Wpy9/onV6rVi0cHByM9hiRsvRn6ysXL17kwoULxU4hV7VqVSOA8Wc5OTkVOZ/CATwa6CBloazbbwqV5tnVO1/uFbm5uVy6dImqVaty+vRp8vPz2bVr1w3r49nZ2aXKAlLIxsaGyMhIYmNjOX36NGfPniUlJcWsTUbKhiJyct95++23iYiIwNXVlWbNmtGhQwcefvhh4uPjmT59ulGusEfOtaO5C13/QioMkhen8IVTGESsXLkyixYt4scff2TXrl3s2bOH7777jsjISDw8PJg/f76C3XLXtGrVihMnTnDw4EHatGlTYrlp06aRkZFBQEAANWrUuItnKH8XY8aMMRpce/bsyc6dO4mIiODjjz/mvffeM8rNnTuXxYsXU6tWLVq2bEnbtm1xd3cnLy+PN998s8h+r1y5UmTZrVQE8/Lyil1+s2AkwOHDhxk9ejS5ubm0adOGRx99FDc3N5o3b85LL710w78d8mArTQNvcW73mSp89sePH19swzFgjJo6c+YMI0eOJCUlhdatW+Pp6Um/fv3w8PDgo48+Yv/+/aU659zcXI2IlVvWunVr1q1bx4EDB2jdunWJ5fLy8ti3bx9OTk40aNDAWO7r68uuXbuIjIykT58+RERE0Lp1a2rVqlWq419ffxe5Hde/83v06MG//vUvZs2axfnz53n11VdvuL2vry+bN28mMjKS/v37s3HjRpo2bWqk+ix8Xps1a8bIkSNL3M/1naGu76hkZ2fHf/7zH3799Vd27tzJDz/8wO7du9m+fTvffPMNixYtokKFCrd07SK3qzR1+ZvVf/Ly8opt1xG5XX+2vpKWlgYU394IRdscb7Tf4qgjqtxpd6r9pjTPrt75cq84evQoubm5NG7c2KibdOzYkf79+5e4za20jaSlpTF8+HBOnjxJy5YtadKkCT4+PjRp0oQVK1awcePG274G+YOicXJf2b9/PxEREXTr1o0PPvjALFBx6NAhs7L16tUDro5+una+EKDIXNq1a9fm5MmTJCYmFhnV/euvvwJXe3oWFBTw66+/kp2dTZMmTWjSpAnDhw8nPT2dd999l+3btxMTE2PMtSZyp/Xo0YN169axatWqEgPd586dIywsDDs7O95+++27fIbyd3F9ZW/8+PHs37+fjRs30q5dO3x8fPjtt98ICgqiRYsWfPbZZ2ZfXjZt2mS2fWEQ7/r3NcDp06eLPXZxDWm3k9rts88+IyMjg2XLlpn9HcnNzSU1NVWNxXLLbveZKgzylS9fvkig/dy5c8TFxVG7dm3gapq55ORkY07va13/e1H4O1TYSbBQTk4OaWlpVK1a9RauUgR69+5NcHAwX331FZ6eniV2LtqwYQPJyckMGDDALCj95JNP4uzszJYtW3BxcSElJYXXXnvNWF/4nBfW069VUFDAyZMnKVeuHOXLly/jKxO5Gtj48MMP8fPzY8mSJTRs2BAvL68Sy7dt25aaNWsSGRmJu7s7SUlJDBkyxFhfsWJFHBwcSEtLK7YTVWxsLJaWljftuBEfH8+FCxdo2bIl9evXZ9CgQWRnZ/Of//yHdevWsXnzZgYMGPDnL1zkFtxKXb5wHsxff/2VJk2amK07c+YM2dnZ6qwtd8Sfra9UqlQJR0dHI9vStdLS0khJSTHLLnltXfvagTFKQy5/lbJuv7kVeufLvaLwOe7SpYvR1pKdnV1sfTw6OrrYjAU3snr1ak6cOMG4cePo16+f2Tq9/8ueuojJfaVwfgQ3NzezCmhqairr168H/ugR2aVLF0wmE6tXryY3N9coe+7cOTZv3my2365duwIwb948s55lmZmZBAUFYTKZ6NSpExYWFowbN47XX3+d9PR0o5yjo6ORckWjueVu8vT0pFOnTnz33XcEBQUVWZ+ens7//d//kZOTw7Bhw5SyUO6a8uXLM3nyZCwsLAgMDCQ+Pp60tDQKCgqoV6+e2ZekrKwsVq5cCfzxDm/fvj1OTk6sWbOGS5cuGWVTUlIIDw83O5azszPW1tYcO3bMrFf8qVOniIuL+9PXkJqaiq2trfFFrNDKlSvJzs42+9siUhq38kwV9oa/dtRT586dsbS05OuvvyYrK8tsH5988gnjxo3jp59+Mo4F4O7ublZu69atRgNz4e9LlSpVAIxtC0VEROg5lz+lcePGPPfcc+zevZvp06cX+xzt2rWLmTNnUrNmTV566SWzdVZWVnh7e7N//35CQ0MpV66cMV83QMOGDalduzabN2/mxIkTZtuGhISQmJhYZM5MkbJUoUIF3n33XSwsLJg+fTpJSUkllrWwsMDX15e4uDhWrFiBra2tWUpEk8lEx44diY+PLzKy49ixY4wZM4aZM2fe9HtmYGAgo0aN4rfffjOW2dra0qhRI+M4InfLww8/jIuLC5s2bTJLQZuVlcWaNWvMynbq1AmTycQ333zD5cuXjeUFBQV88cUXAHqnyx3xZ+srlpaWdO3alePHjxMbG2tWfunSpUVGrBZX187Pz7+tYKFIWbrd9ptboXe+3Av27dvHmjVrcHV1pUuXLlSuXJkWLVoQGxvLvn37zMr+97//ZezYscW2uxcqrv3m4sWLAEUGYB48eNA4xp/5HZLiKSIn95xly5YRERFR7LoRI0ZQoUIFFi9eTFZWFnXq1OHMmTOEhoYagefCf2vWrMnQoUP58ssv8ff3x8vLi8zMTNauXUtmZibwR+pab29vtmzZQnh4OElJSXTs2JHLly8TGhpKQkICAQEBxsgRf39/Jk+ezLBhw+jVqxfly5fn2LFjBAcH07BhQ9q2bXunb5GImUmTJpGWlsacOXOIioqic+fOVKxYkVOnThEeHk5KSgpPPfUUAwcO/KtPVf5m2rZty8CBA1m2bBlvv/02CxcupG7duoSHh2Nvb0+DBg2MjAPnzp0DMILadnZ2jB8/nkmTJjFo0CCeeuopCgoKWLNmTZE0Vra2tnTr1o2NGzfy2muv0a1bN5KTk1m7di21a9cuEgQprY4dO7JgwQICAgLw8vKioKCA//73v+zatQtbW1syMjIoKCgoVRp0Ebi1Z6pixYpYWlqyb98+QkJCaN++PfXq1WP48OHMmzcPPz8/ox4SHR1NbGwsTzzxhBEM7NixI9u3b2fMmDH07t0ba2tr9u3bR1RUFLa2tmRnZ3Pp0iVsbW3x9PSkZs2ahIWFYWNjQ6NGjTh69CgbN24skulGpLQCAgLIz89n+fLlxMbG0qNHD2rVqkV6ejqxsbHExMTg7u7OtGnTip3L8p///CfLly9n06ZN9OnTx6yznslkYuLEiYwZM4ahQ4fSt29fatWqxaFDh4zndtSoUXfzcuVvqE2bNjzzzDOsWLGCqVOn8umnn5ZYtlevXixYsIDo6Gi8vb2LPPMBAQHs27eP9957jx9++AEPDw+SkpJYu3YtJpOJcePG3fR8XnzxRfbu3cvw4cPp06cPVapU4dSpU6xdu5bq1avTvXv3275mEbiaTe9GHSesrKzo3r07EyZM4NVXX2XIkCEMGDAAe3t71q9fb7THFKpTpw4vvfQSc+fO5fnnn6dXr17Y29sTHR3N3r176dChA97e3nf6suRv6s/WV0aOHMmuXbt4/fXXefrpp6lXrx579uxh165dgPlUWT4+PmzcuJG3336bgQMHYm9vz+bNm40U6CL3gttpv7kVeufL3XRtnSU/P59Lly5x6NAhtm7dSqVKlZg+fbrRmXT8+PGMHDmS0aNH06dPH9zd3Tl58iTr1q2jQoUKN5yuqLj2myeeeIKVK1fy7rvv0q9fP8qXL89PP/3Ehg0bMJlMxhzhUjYU6JZ7zo4dO0pcN3jwYGbPns3cuXMJDg4mJyeHatWq0aVLF/z8/Ojfvz8xMTEMHjwYgOHDh1O5cmVWrVrFnDlzcHZ2xtfXl+zsbJYtW2YES0wmE4GBgaxYsYINGzYwZ84c7OzsaNy4MWPHjuXRRx81zsHb2xt7e3tWrFjBkiVLSE9Pp3r16jz77LMMGTJEI7rlritfvjyzZ88mIiKCDRs2sHbtWlJSUihXrhweHh7069evSNpakbvllVdeYffu3Rw5coRPP/2UWbNmGZ0yvv32W6pWrUrLli3x9/dn5MiRxMbGGoG+7t27U6FCBRYuXMjChQuxs7PDy8uLunXrEhgYaHaccePGUb58ebZu3UpgYCAuLi68+uqrXLhw4YYNzzcydOhQTCYTGzZs4JNPPsHJyQkXFxemT5/Ojz/+yNdff82+fftuOJ+byLVu5ZlycHAgICCAoKAgZsyYwfjx4/H19WXYsGHUr1+fFStWEBQURF5eHrVr1+bVV19lwIABxpc4X19fY9TUnDlzcHBwoHbt2rz11lvk5+czbdo0vv/+e3r16oXJZGL27NnMmTOHiIgIwsPDadq0KbNnz2bhwoXFpocWuRmTycSYMWPo3r07a9asITIykuTkZMqVK4erqysTJkzA29u7xHks3dzcaNq0KYcPH6ZXr15F1rdp04ZFixaxcOFCQkNDycjIoEaNGvj5+TFkyBClLZe7YtSoUXz//ffExsayevXqEsvVqFGDtm3bEhsbi6+vb5H1VatWZfHixSxatIgdO3awefNmnJ2dad26NUOHDqVhw4Y3PZc2bdowd+5cgoKCWLt2LRcvXqRSpUp4eXkxbNgwnJycbutaRQoFBwcTHBxc4npHR0e6d+9Oq1at+PLLL5k3bx5Lly4FrnbE69ChA2+99ZbZNoMHD+ahhx5i2bJlLF68mIKCAlxcXBg7dixPP/205iyWO+bP1leqVKnCl19+yWeffUZ4eDhZWVl4eHgwe/ZsRowYYdY5u127dkyZMoUlS5Ywb948HB0d6dq1KwMHDqRv3753+5JFSnQ77Te3Qu98uVuurbNYWFjg4OBA3bp1GTx4MM8++yzOzs5GWXd3d4KCgli4cCHbtm0jODiYKlWq0LVrV4YNG2ZMy1Kcktpvpk6dSlBQEAsWLMDa2trIDlK/fn3+9a9/ERMTQ7Nmze70bfhbsEhNTS24eTGR+8/ly5fJy8srdoTIhx9+SEhICCEhIcYcDCIiIiIicu8YOnQoGRkZRnpEERERkXvB+fPncXZ2LpLd4Pfff8fHxwcfHx8mT578F52diIjI34u6x8gD6/jx43Tp0oUFCxaYLU9PT2fHjh1UqVJF6ThFRERERO5BBw8eJC4uTiOdRERE5J4zZcoUunXrRkZGhtnyjRs3AmiEnoiIyF2kHMvywGrcuDHu7u589dVXXLhwgQYNGpCWlkZYWBgXLlzg/fff17yqIiIiIiL3kIULF3Ly5El27txJ9erV6d279199SiIiIiJmfH19iYmJYcSIEfj4+GBvb8+PP/5IWFgYjRo1KnbaFREREbkzlLpcHmipqakEBQURHR1NcnIydnZ2NG3alBdeeEFzqoqIiIiI3GPmz5/PkiVLcHFxYdKkSTz88MN/9SmJiIiIFLFz506WLVvG8ePHyczMpHr16nTt2pUXX3wRe3v7v/r0RERE/jYU6BYRERERERERERERERERkfuK5ugWEREREREREREREREREZH7igLdIiIiIiIiIiIiIiIiIiJyX1GgW0RERERERERERERERERE7isKdIuIiIiIiIiIiIiIiIiIyH1FgW4RERERERGRYuTn55fp/goKCsp0f1JUWX9mIiIiIiIicu9SoFtEREREREQeSLm5uYSEhPDaa6/h7e3NY489Rrdu3fDz8+Pf//438fHxxW6Xk5NDUFAQn376aZmcx9GjR3n55ZdJTk4uk/2VtejoaNq1a0e7du1YsGDBTctnZGQwffp0fHx8eOyxx/Dy8mLTpk0ALF26lH79+tGhQwe6du1KYGDgnT59oOw/sxsZNWoU7dq1Iyws7I4fS0REREREREqmQLeIiIiIiIg8cM6fP88LL7zAhx9+yKFDh3Bzc6Nz5840atSI1NRUVqxYwbPPPsvKlSuLbBsUFMScOXNIT08vk3MZNGgQe/fuLZN93QnBwcFYWFhgY2PDunXryM3NvWH5WbNmsWbNGtLT03nsscdo3rw59evXZ9OmTcyaNYuEhASaN29Ou3btaNKkyV25hrL+zEREREREROTeZ/VXn4CIiIiIiIhIWXv33Xc5fvw43t7evPXWW9jZ2Rnr8vLyCA4OJjAwkJkzZ9KgQQM8PT3N1pelezmddmJiIt9//z3u7u7UqlWL6OhotmzZgpeXV4nbHDx4EICxY8fSq1cvY/m3334LgLe3N5MnT76zJ36dsv7MRERERERE5N6nEd0iIiIiIiLyQElKSiI2NhZbW1smTpxoFuQGMJlM9OvXjz59+gCwatWqv+As7w0hISHk5+fz+OOP4+3tDVDsKPdrXblyBYCaNWuaLc/Ozi52uYiIiIiIiMidoBHdIiIiIiIi8kA5f/48AJaWN+7b7evry+XLl3F3dzeWtWvXzvh5/fr1rF+/Hh8fH7MRytu2bWPDhg389NNPpKamYmVlRY0aNXj88ccZNGgQzs7OAMyfP99szmtfX1/ganC5Vq1awNWRyGFhYYSFhfHLL7+Qm5tLrVq16Ny5M88//zyOjo5m55ybm8uqVauIiooiISGBzMxMqlSpQps2bfDz88PV1bXU9yk3N5fQ0FAAevTogYuLC87OzsTFxfHjjz8WSTv+3nvvsWHDBuP/L7/8MnA1sJ2YmGgsX7BgAQsWLKBmzZrGKG+An3/+mSVLlrBv3z5SU1NxcnLC09OTQYMG0ahRo2LPce/evaxevZq4uDguXrxItWrVaN26NS+++KJxD0vzmZ0+fZqgoCB2797NuXPncHBwwMPDg+eee462bdsWe+zIyEhWrVrF8ePHAWjdurVxzSIiIiIiIvLXU6BbREREREREHij16tXDzs6Oy5cvM2HCBEaPHo2Li0uRch4eHnh4eJgt69mzJ7/88gu//PILderUwcPDg+bNmxvrp06dyvr16zGZTLRo0YLmzZtz7tw54uLiOHHiBNHR0SxduhQ7OzsaNGhAz5492bRpEwCdOnXCzs4OBwcH4OoI6DfffJPY2Fjs7e1p3LgxTk5OHDp0iEWLFhEZGcmcOXPMRkj/3//9H9u3b8fR0ZHmzZtja2vLsWPHWL9+PREREcybN4/GjRuX6j7t2LGDc+fO0aRJEyPY7+Pjw9KlS1m5ciXvvfeeWfnmzZuTl5fH9u3byczMpF27dlSqVIm6dety+vRp4uLiSEhIwN3dHXd3dyPgD1eD+x9//DF5eXm4u7vTvHlzzp49S1RUFNu2bWPixIlmadDhakeBhQsXUlBQYHxWx44dIyQkhC1btjBv3jzc3d1v+pnt2LGDiRMnkpWVRd26dXn88ce5cOECMTEx7Nq1i5deeomhQ4eaHfvf//43K1aswGQy4enpiYODA//73/8YNmwYTk5Opbq/IiIiIiIicmdZpKamFvzVJyEiIiIiIiJSlpYuXcqsWbOM/7u6utKqVSuaN29Oy5YtjdHAxSkcif3Pf/6Tt99+21geGxvL6NGjKV++PAsWLDAbPX3y5EmGDh1Keno6H3zwAd27dzfWFY44Dg0NpXr16sby6dOns2bNGlq0aMEHH3xAtWrVgKupwQMDA/n222/x8PBg0aJFwNW5sf39/albty6LFy82Rnvn5+czffp01q1bx5NPPsmMGTNKdY9effVVvv/+eyZMmGCkcY+Pj6d///7Y2Niwfv16KlWqVGS7vn37kpCQwOeff07r1q2N5YWdAPz9/RkxYoSx/NChQ4wYMQJra2s++ugjHnvsMWPdzp07eeutt8jLy2Px4sU0aNAAgJiYGF577TUcHByYMWMGbdq0Ma71008/ZdmyZTRq1IigoKAbfmZnz55l4MCBZGdnM3HiRGNUPcDhw4cZM2YMqampfPLJJ8Z5FR7bycmJuXPn0rBhQwDS09MZP348P/zwAwDvvPNOkeC8iIiIiIiI3D2ao1tEREREREQeOH5+fkydOtUILJ84cYJ169bx7rvv0qdPH55++mnmz59PRkZGqfeZmZlJly5dGDZsWJEU4Q899JAR0D579uxN95WSkkJISAg2NjZmQW4AGxsbxo8fT61atYiLizMCq8nJyQBUrlyZcuXKGeUtLS3x9/fnjTfeYMCAAaW6lrNnzxIbG0u5cuXo0aOHsdzFxYXWrVtz5coVgoODS7Wvm1m8eDF5eXmMGDHCLMgN0KFDB/z8/MjNzWXJkiXG8sJ5wv39/Y0gN1y91lGjRuHm5oadnR2pqak3PPby5cu5fPkyTz/9tFmQG6Bp06aMGjUKgK+//rrIsUeMGGEEuQEcHR2ZMmUK1tbWpb94ERERERERuWMU6BYREREREZEHUo8ePfj222/54osvGDJkCK1atcLW1ha4OmfzggULGDBggDEH88107tyZjz76iOeee85YlpeXR0JCAlu2bOHMmTPA1RHZN7N3715yc3NxdXU1C3IXsrKy4pFHHgEwAt0tWrTAxsaG/fv3M3ToUJYsWcKxY8coKCigSpUqPPPMM2bzVd9ISEgIBQUF9OjRw0ilXqhv374ArFu3jtzc3FLtryT5+fns2bMHgPbt2xdbpkOHDsAf11lQUMDevXuBq/f8etbW1ixfvpz58+ebpUcvzu7du0t17EOHDpGVlWV27CeeeKJI+cqVK9OyZcsbHlNERERERETuDs3RLSIiIiIiIg8sS0tLPD098fT0BCAnJ4fDhw+zdetWQkJC+P333xk7diyrVq3CyurmX5GzsrIIDw9nx44dnDhxgqSkJPLy8gCwsLAArgZqb+a3334D4MiRIzcNTheWrVq1Kh9++CFTp07l8OHDHD58GIBKlSrxyCOP8I9//KNUge7c3FxCQ0OBq+nQC0c1X7se4Pfff2fr1q1mI75v1cWLF8nMzASujrK/kXPnzpGbm0t6ejrZ2dkA1KhR408fGyAxMRGAN99884bl8vLy+P333ylfvrxx7OI6IADUrl3bCMqLiIiIiIjIX0eBbhEREREREXmgxMfHc+7cOdzd3alQoYLZOmtra1q2bEnLli3p2bMnw4YNIyEhgQMHDpjNN12cU6dO8corr5CcnIytrS2NGjWiffv2uLq60qxZM9auXUtYWFipzjE/Px+4GjRt1qzZDcs2btzY+PnJJ59k/fr1xMTEEBMTw759+zh16hTh4eGEh4fTp08fJkyYcMP9bd++nfPnzwNw/PjxG45oX7Vq1W0Fugs7AQD07NnzpuVzc3NvexT5tQrvc8eOHbG3t79h2dKmJC9NhwgRERERERG58/TtTERERERERB4o7733HnFxcUyYMIE+ffqUWK5JkyY0btyYuLi4m871DBAYGEhycjJt27Zl2rRpODk5ma1fvHhxqc+xatWqALi5uTFlypRSbwdgZ2dH586djbTeycnJhIaG8uWXXxISEkLfvn1p1KhRidsXzr09atQoBg8eXGyZ+Ph4+vfvz8GDB/n5559vuL8bcXZ2xsbGhitXrvDmm28WuWfFsbKywtrampycHJKSkqhVq1aRMjt27CAzM5NWrVqVOPIart7nM2fO4O/vbzbf9o3Y2tqSnZ1NYmIiderUKbK+cK50ERERERER+Wtpjm4RERERERF5oBTOobx69eobzpedlZXF2bNnAXB3dzeWF6Ygv97+/fsBGDhwYJGAbWZmJgcOHABKl7rc09MTS0tL9u7dy6VLl4ot88YbbzB48GCioqIAWLFiBb179+arr74yK1etWjWGDRuGm5sb8Ee67uKcOXOG3bt3Y2lpecMR1i4uLsZ9XLly5U2vpyRWVla0aNECgOjo6GLLbNiwgQEDBvD+++8b2xSOct+xY0eR8vn5+cyYMYNJkyZx+vRpoOTPrHCUfknH3rNnD08//TRvvPGGMZK8cD7vwvt+rfT0dGMObxEREREREflrKdAtIiIiIiIiDxQ/Pz+cnZ05duwYr732WrGpuZOTk5kwYQIpKSl06dIFFxcXY52trS1AkQC0s7MzcDX197XB7NTUVCZMmMCFCxcAjDmeb7S/GjVq0KNHDzIyMhg3bhxJSUnGuvz8fBYuXMiOHTv45ZdfjKCvi4sLiYmJLF++vMg1xcXFER8fj8lkMkt1fr2QkBAKCgpo06YN1atXL7EcQO/evQGIjIw0ru3PGDRoEACffPIJO3fuNFv3008/MWvWLE6ePMlDDz1kLC+cz3v+/PnExcUZy/Pz8/n8889JTEzE1dWVVq1aASV/ZgMHDsTa2prFixcXSSt/5swZPvjgA06fPk316tWNlOQvvPAClpaWLFq0yGwu7qysLKZMmUJGRsafvhciIiIiIiJSdpS6XERERERERB4olStXZu7cubz55pvs3buXgQMH8tBDD1GvXj2srKxISkri559/Ji8vj/bt2zN58mSz7QsDrtHR0bz++us0a9aMIUOGMGjQIAIDAwkJCeF///sfbm5upKWlcfDgQa5cuYKrqysnTpwoEhR+6KGHOHLkCGPHjqVhw4YEBARQp04dxo0bR0JCAnv37qV///40atQIZ2dnjhw5QmJiIiaTialTpxoB6UcffRRfX19CQ0N5/vnn8fDwoHLlypw/f55Dhw6Rn5/PqFGjqFGjRrH3JTc3l9DQUAD+8Y9/3PQ+du3alZkzZ5Kenk5wcDBDhw691Y8CuDpCOiAggLlz5/L6669Tv359XFxcjPMuKCigW7duPPfcc8Y2TzzxBC+++CJff/01/v7+NG/enIoVK3Ls2DESEhJwcnLi/fffx9LS0rjHUPQzc3NzY9KkSUyZMoUpU6awaNEi3NzcSE9P58CBA+Tm5tKyZUtGjx5tHLtFixYEBAQwe/ZsAgICaNGiBZUqVeLAgQNcunSJxo0b89NPP/2peyEiIiIiIiJlxyI1NfXmOdVERERERERE7jNXrlwhNDSUmJgYjh07RmpqKnl5eVSqVImmTZvi5eVFp06dimxXUFDA7NmzCQ8P59KlSzRr1owvvvgCuBpIXbp0KSdPniQ9PZ2KFSvSpEkTBgwYgKOjI4MHD6ZKlSp8++23WFtbA3DkyBE++ugjjh07ho2NDVOmTKFDhw4A5OTkEBISwubNmzl+/Di5ublUq1aNFi1a4OfnZ6QjL5SXl0dwcDCbNm3i119/5fLly1SoUAEPDw8GDBhAu3btSrwfUVFRTJgwAQcHBzZu3Ii9vf1N7+HHH3/M2rVrqVatGiEhIVhZWdG3b18SEhL4/PPPjdTgAFOnTmX9+vX4+/szYsSIIvs6ePAgy5cv58CBA6SmpuLs7IyLiwtPPfUUXbt2xWQyFdkmJiaGlStXEhcXR0ZGBpUrV+bxxx9n6NChZiPSb/SZARw/fpylS5eyZ88ezp8/j6OjI3Xq1MHHx4devXphY2NT5Ni7d+9myZIl/Pjjj+Tk5NC0aVNefvllwsLCCA4O5p133qFXr143vYciIiIiIiJyZyjQLSIiIiIiIiIiIiIiIiIi9xXN0S0iIiIiIiIiIiIiIiIiIvcVBbpFREREREREREREREREROS+okC3iIiIiIiIiIiIiIiIiIjcVxToFhERERERERERERERERGR+4oC3SIiIiIiIiIiIiIiIiIicl9RoFtERERERERERERERERERO4rCnSLiIiIiIiIiIiIiIiIiMh9RYFuERERERERERERERERERG5ryjQLSIiIiIiIiIiIiIiIiIi9xUFukVERERERERERERERERE5L6iQLeIiIiIiIiIiIiIiIiIiNxXFOgWEREREREREREREREREZH7yv8DNMNZ9dAPPIgAAAAASUVORK5CYII=", - "text/plain": [ - "

" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "sns.catplot(kind = 'bar', data = top_10_confirmd, x = 'States Affected', y = 'No. of Cases (Lab Confirmed)', aspect = 4)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3b406b0d", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 130, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 130, + "execution_count": 125, "metadata": {}, "output_type": "execute_result" }, @@ -11631,7 +11593,7 @@ }, { "cell_type": "code", - "execution_count": 131, + "execution_count": 126, "id": "797cb4e0", "metadata": { "collapsed": true @@ -11643,7 +11605,7 @@ }, { "cell_type": "code", - "execution_count": 132, + "execution_count": 127, "id": "7af5b22a", "metadata": { "collapsed": true @@ -11788,7 +11750,7 @@ "9 1737 49 " ] }, - "execution_count": 132, + "execution_count": 127, "metadata": {}, "output_type": "execute_result" } @@ -11799,7 +11761,7 @@ }, { "cell_type": "code", - "execution_count": 133, + "execution_count": 128, "id": "377f6362", "metadata": { "collapsed": true @@ -11808,10 +11770,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 133, + "execution_count": 128, "metadata": {}, "output_type": "execute_result" }, @@ -11840,7 +11802,7 @@ }, { "cell_type": "code", - "execution_count": 134, + "execution_count": 129, "id": "c8f4d5d3", "metadata": {}, "outputs": [], @@ -11850,7 +11812,7 @@ }, { "cell_type": "code", - "execution_count": 135, + "execution_count": 130, "id": "9ca2ece4", "metadata": {}, "outputs": [ @@ -11993,7 +11955,7 @@ "19 705 36 " ] }, - "execution_count": 135, + "execution_count": 130, "metadata": {}, "output_type": "execute_result" } @@ -12004,17 +11966,17 @@ }, { "cell_type": "code", - "execution_count": 136, + "execution_count": 131, "id": "c74b7dfd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 136, + "execution_count": 131, "metadata": {}, "output_type": "execute_result" }, @@ -12038,12 +12000,12 @@ "id": "9439078c", "metadata": {}, "source": [ - "# Line plot for the total daily confirmed, recovered and death cases in Nigeria" + "# Plot for the total daily confirmed, recovered and death cases in Nigeria" ] }, { "cell_type": "code", - "execution_count": 137, + "execution_count": 132, "id": "0e701f72", "metadata": { "collapsed": true @@ -12145,7 +12107,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 137, + "execution_count": 132, "metadata": {}, "output_type": "execute_result" } @@ -12156,7 +12118,7 @@ }, { "cell_type": "code", - "execution_count": 138, + "execution_count": 133, "id": "453c1ed1", "metadata": { "collapsed": true @@ -12253,7 +12215,7 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 138, + "execution_count": 133, "metadata": {}, "output_type": "execute_result" } @@ -12264,7 +12226,7 @@ }, { "cell_type": "code", - "execution_count": 139, + "execution_count": 134, "id": "c7de19c0", "metadata": { "collapsed": true @@ -12366,7 +12328,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 139, + "execution_count": 134, "metadata": {}, "output_type": "execute_result" } @@ -12385,7 +12347,7 @@ }, { "cell_type": "code", - "execution_count": 140, + "execution_count": 135, "id": "86afe7b1", "metadata": {}, "outputs": [], @@ -12396,7 +12358,7 @@ }, { "cell_type": "code", - "execution_count": 141, + "execution_count": 136, "id": "ec2a0940", "metadata": { "collapsed": true @@ -12517,7 +12479,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 141, + "execution_count": 136, "metadata": {}, "output_type": "execute_result" } @@ -12528,7 +12490,7 @@ }, { "cell_type": "code", - "execution_count": 142, + "execution_count": 137, "id": "f0c2e662", "metadata": {}, "outputs": [], @@ -12538,7 +12500,7 @@ }, { "cell_type": "code", - "execution_count": 143, + "execution_count": 138, "id": "f6b4f86f", "metadata": { "collapsed": true @@ -12659,7 +12621,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 143, + "execution_count": 138, "metadata": {}, "output_type": "execute_result" } @@ -12670,7 +12632,7 @@ }, { "cell_type": "code", - "execution_count": 144, + "execution_count": 139, "id": "d773a0ec", "metadata": {}, "outputs": [], @@ -12680,7 +12642,7 @@ }, { "cell_type": "code", - "execution_count": 145, + "execution_count": 140, "id": "446cac85", "metadata": {}, "outputs": [ @@ -12799,7 +12761,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 145, + "execution_count": 140, "metadata": {}, "output_type": "execute_result" } @@ -12810,7 +12772,7 @@ }, { "cell_type": "code", - "execution_count": 146, + "execution_count": 141, "id": "851f5deb", "metadata": {}, "outputs": [ @@ -12820,7 +12782,7 @@ "Index(['Confirmed_Case', 'Recovered_Case', 'DeathCase_Case'], dtype='object')" ] }, - "execution_count": 146, + "execution_count": 141, "metadata": {}, "output_type": "execute_result" } @@ -12831,23 +12793,23 @@ }, { "cell_type": "code", - "execution_count": 147, + "execution_count": 142, "id": "fb159a2f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 147, + "execution_count": 142, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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" ] @@ -12870,7 +12832,7 @@ }, { "cell_type": "code", - "execution_count": 148, + "execution_count": 143, "id": "09c8ef7e", "metadata": {}, "outputs": [ @@ -12970,7 +12932,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 148, + "execution_count": 143, "metadata": {}, "output_type": "execute_result" } @@ -12981,7 +12943,7 @@ }, { "cell_type": "code", - "execution_count": 149, + "execution_count": 144, "id": "a1feb443", "metadata": {}, "outputs": [], @@ -12991,7 +12953,7 @@ }, { "cell_type": "code", - "execution_count": 150, + "execution_count": 145, "id": "dd3de74a", "metadata": {}, "outputs": [ @@ -13091,7 +13053,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 150, + "execution_count": 145, "metadata": {}, "output_type": "execute_result" } @@ -13102,7 +13064,7 @@ }, { "cell_type": "code", - "execution_count": 151, + "execution_count": 146, "id": "07f485e9", "metadata": {}, "outputs": [], @@ -13112,7 +13074,7 @@ }, { "cell_type": "code", - "execution_count": 152, + "execution_count": 147, "id": "8a21defa", "metadata": {}, "outputs": [ @@ -13122,7 +13084,7 @@ "Index(['Date', 'Cases'], dtype='object')" ] }, - "execution_count": 152, + "execution_count": 147, "metadata": {}, "output_type": "execute_result" } @@ -13133,7 +13095,7 @@ }, { "cell_type": "code", - "execution_count": 153, + "execution_count": 148, "id": "4113e6f3", "metadata": {}, "outputs": [ @@ -13240,7 +13202,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 153, + "execution_count": 148, "metadata": {}, "output_type": "execute_result" } @@ -13251,7 +13213,7 @@ }, { "cell_type": "code", - "execution_count": 154, + "execution_count": 149, "id": "d9b3e832", "metadata": {}, "outputs": [ @@ -13261,7 +13223,7 @@ "Text(0.5, 1.0, 'Daily Infection Cases')" ] }, - "execution_count": 154, + "execution_count": 149, "metadata": {}, "output_type": "execute_result" }, @@ -13283,7 +13245,7 @@ }, { "cell_type": "code", - "execution_count": 155, + "execution_count": 151, "id": "4bf8cb96", "metadata": {}, "outputs": [ @@ -13390,7 +13352,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 155, + "execution_count": 151, "metadata": {}, "output_type": "execute_result" } @@ -13401,7 +13363,7 @@ }, { "cell_type": "code", - "execution_count": 156, + "execution_count": null, "id": "75a34937", "metadata": { "scrolled": true @@ -13510,7 +13472,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 156, + "execution_count": 153, "metadata": {}, "output_type": "execute_result" } @@ -13537,7 +13499,7 @@ }, { "cell_type": "code", - "execution_count": 157, + "execution_count": null, "id": "412d0ca0", "metadata": {}, "outputs": [ @@ -13939,7 +13901,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 157, + "execution_count": 154, "metadata": {}, "output_type": "execute_result" } @@ -13950,7 +13912,7 @@ }, { "cell_type": "code", - "execution_count": 158, + "execution_count": null, "id": "8697bf97", "metadata": {}, "outputs": [], @@ -13960,7 +13922,7 @@ }, { "cell_type": "code", - "execution_count": 159, + "execution_count": null, "id": "15b25a40", "metadata": {}, "outputs": [ @@ -14362,7 +14324,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 159, + "execution_count": 156, "metadata": {}, "output_type": "execute_result" } @@ -14373,7 +14335,7 @@ }, { "cell_type": "code", - "execution_count": 160, + "execution_count": null, "id": "2b08230a", "metadata": {}, "outputs": [], @@ -14383,7 +14345,7 @@ }, { "cell_type": "code", - "execution_count": 161, + "execution_count": null, "id": "6e11bbe2", "metadata": {}, "outputs": [ @@ -14799,7 +14761,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 161, + "execution_count": 158, "metadata": {}, "output_type": "execute_result" } @@ -14810,7 +14772,7 @@ }, { "cell_type": "code", - "execution_count": 162, + "execution_count": null, "id": "833deac5", "metadata": {}, "outputs": [], @@ -14821,7 +14783,7 @@ }, { "cell_type": "code", - "execution_count": 163, + "execution_count": null, "id": "44081a10", "metadata": {}, "outputs": [ @@ -14843,7 +14805,7 @@ "Length: 201, dtype: float64" ] }, - "execution_count": 163, + "execution_count": 160, "metadata": {}, "output_type": "execute_result" } @@ -14854,7 +14816,7 @@ }, { "cell_type": "code", - "execution_count": 164, + "execution_count": null, "id": "94217836", "metadata": {}, "outputs": [], @@ -14865,7 +14827,7 @@ }, { "cell_type": "code", - "execution_count": 165, + "execution_count": null, "id": "ea8a73d5", "metadata": {}, "outputs": [ @@ -14875,7 +14837,7 @@ "103799897.0" ] }, - "execution_count": 165, + "execution_count": 162, "metadata": {}, "output_type": "execute_result" } @@ -14886,7 +14848,7 @@ }, { "cell_type": "code", - "execution_count": 166, + "execution_count": null, "id": "33b14fe2", "metadata": {}, "outputs": [], @@ -14896,7 +14858,7 @@ }, { "cell_type": "code", - "execution_count": 167, + "execution_count": null, "id": "2ecd6172", "metadata": {}, "outputs": [ @@ -14906,7 +14868,7 @@ "'3/9/23'" ] }, - "execution_count": 167, + "execution_count": 164, "metadata": {}, "output_type": "execute_result" } @@ -14926,7 +14888,7 @@ }, { "cell_type": "code", - "execution_count": 168, + "execution_count": null, "id": "455faf9b", "metadata": {}, "outputs": [ @@ -15068,7 +15030,7 @@ "4 0.8 0.8 0 " ] }, - "execution_count": 168, + "execution_count": 165, "metadata": {}, "output_type": "execute_result" } @@ -15079,7 +15041,7 @@ }, { "cell_type": "code", - "execution_count": 169, + "execution_count": null, "id": "cab35937", "metadata": { "collapsed": true @@ -15174,7 +15136,7 @@ "4 3374 46 " ] }, - "execution_count": 169, + "execution_count": 166, "metadata": {}, "output_type": "execute_result" } @@ -15185,7 +15147,7 @@ }, { "cell_type": "code", - "execution_count": 170, + "execution_count": null, "id": "4b009630", "metadata": {}, "outputs": [], @@ -15195,7 +15157,7 @@ }, { "cell_type": "code", - "execution_count": 171, + "execution_count": null, "id": "d223abd6", "metadata": {}, "outputs": [ @@ -15427,7 +15389,7 @@ "7 0.8 0.8 0 " ] }, - "execution_count": 171, + "execution_count": 168, "metadata": {}, "output_type": "execute_result" } @@ -15438,7 +15400,7 @@ }, { "cell_type": "code", - "execution_count": 172, + "execution_count": null, "id": "73360281", "metadata": {}, "outputs": [], @@ -15448,7 +15410,7 @@ }, { "cell_type": "code", - "execution_count": 173, + "execution_count": null, "id": "014d42f2", "metadata": {}, "outputs": [ @@ -15680,7 +15642,7 @@ "9 0.8 0.8 0 " ] }, - "execution_count": 173, + "execution_count": 170, "metadata": {}, "output_type": "execute_result" } @@ -15691,7 +15653,7 @@ }, { "cell_type": "code", - "execution_count": 174, + "execution_count": null, "id": "2d1a94e0", "metadata": {}, "outputs": [], @@ -15702,7 +15664,7 @@ }, { "cell_type": "code", - "execution_count": 175, + "execution_count": null, "id": "40068410", "metadata": {}, "outputs": [ @@ -16115,7 +16077,7 @@ "36 3 2 " ] }, - "execution_count": 175, + "execution_count": 172, "metadata": {}, "output_type": "execute_result" } @@ -16126,7 +16088,7 @@ }, { "cell_type": "code", - "execution_count": 176, + "execution_count": null, "id": "c2ff1fc5", "metadata": { "scrolled": true @@ -16138,7 +16100,7 @@ }, { "cell_type": "code", - "execution_count": 177, + "execution_count": null, "id": "987bd9e0", "metadata": {}, "outputs": [ @@ -16281,7 +16243,7 @@ "9 1737 49 " ] }, - "execution_count": 177, + "execution_count": 174, "metadata": {}, "output_type": "execute_result" } @@ -16292,7 +16254,7 @@ }, { "cell_type": "code", - "execution_count": 178, + "execution_count": null, "id": "ae7ade59", "metadata": {}, "outputs": [], @@ -16303,7 +16265,7 @@ }, { "cell_type": "code", - "execution_count": 179, + "execution_count": null, "id": "46c429f7", "metadata": {}, "outputs": [ @@ -16568,7 +16530,7 @@ "8 0.4 0.3 0.6 0 " ] }, - "execution_count": 179, + "execution_count": 176, "metadata": {}, "output_type": "execute_result" } @@ -16579,17 +16541,17 @@ }, { "cell_type": "code", - "execution_count": 180, + "execution_count": null, "id": "d11e897b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 180, + "execution_count": 177, "metadata": {}, "output_type": "execute_result" }, @@ -16616,7 +16578,7 @@ }, { "cell_type": "code", - "execution_count": 181, + "execution_count": null, "id": "3a2e4c07", "metadata": {}, "outputs": [], @@ -16626,7 +16588,7 @@ }, { "cell_type": "code", - "execution_count": 182, + "execution_count": null, "id": "6c845faf", "metadata": {}, "outputs": [ @@ -16858,7 +16820,7 @@ "36 0.1 0.4 1 " ] }, - "execution_count": 182, + "execution_count": 179, "metadata": {}, "output_type": "execute_result" } @@ -16869,7 +16831,7 @@ }, { "cell_type": "code", - "execution_count": 183, + "execution_count": null, "id": "20a92537", "metadata": {}, "outputs": [], @@ -16879,7 +16841,7 @@ }, { "cell_type": "code", - "execution_count": 184, + "execution_count": null, "id": "972a4d7c", "metadata": {}, "outputs": [ @@ -17167,7 +17129,7 @@ "9 1.0 0.0 0.1 1 " ] }, - "execution_count": 184, + "execution_count": 181, "metadata": {}, "output_type": "execute_result" } @@ -17186,7 +17148,7 @@ }, { "cell_type": "code", - "execution_count": 185, + "execution_count": null, "id": "3fb3f968", "metadata": {}, "outputs": [ @@ -17196,13 +17158,13 @@ "Text(0.5, 1.0, 'Regression Plot: Population Density vs. No. of Cases (Lab Confirmed)')" ] }, - "execution_count": 185, + "execution_count": 182, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -17223,7 +17185,7 @@ }, { "cell_type": "code", - "execution_count": 186, + "execution_count": null, "id": "b6debb09", "metadata": {}, "outputs": [ @@ -17327,7 +17289,7 @@ "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 186, + "execution_count": 183, "metadata": {}, "output_type": "execute_result" } @@ -17338,7 +17300,7 @@ }, { "cell_type": "code", - "execution_count": 187, + "execution_count": null, "id": "7294b37b", "metadata": {}, "outputs": [], @@ -17348,7 +17310,7 @@ }, { "cell_type": "code", - "execution_count": 188, + "execution_count": null, "id": "37143fa9", "metadata": {}, "outputs": [ @@ -17358,7 +17320,7 @@ "413801074.72" ] }, - "execution_count": 188, + "execution_count": 185, "metadata": {}, "output_type": "execute_result" } @@ -17369,7 +17331,7 @@ }, { "cell_type": "code", - "execution_count": 189, + "execution_count": null, "id": "a3b30137", "metadata": {}, "outputs": [], @@ -17379,7 +17341,7 @@ }, { "cell_type": "code", - "execution_count": 190, + "execution_count": null, "id": "56a29596", "metadata": {}, "outputs": [ @@ -17389,7 +17351,7 @@ "15890000.0" ] }, - "execution_count": 190, + "execution_count": 187, "metadata": {}, "output_type": "execute_result" } @@ -17400,7 +17362,7 @@ }, { "cell_type": "code", - "execution_count": 200, + "execution_count": null, "id": "11b80273", "metadata": {}, "outputs": [], @@ -17410,7 +17372,7 @@ }, { "cell_type": "code", - "execution_count": 201, + "execution_count": null, "id": "e4af1fa4", "metadata": {}, "outputs": [ @@ -17420,7 +17382,7 @@ "96.15999064024857" ] }, - "execution_count": 201, + "execution_count": 189, "metadata": {}, "output_type": "execute_result" } @@ -17431,7 +17393,7 @@ }, { "cell_type": "code", - "execution_count": 193, + "execution_count": null, "id": "2ef3bc08", "metadata": {}, "outputs": [], @@ -17444,7 +17406,7 @@ }, { "cell_type": "code", - "execution_count": 194, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -17453,7 +17415,7 @@ "Index(['Year', 'Q1', 'Q2', 'Q3', 'Q4'], dtype='object')" ] }, - "execution_count": 194, + "execution_count": 191, "metadata": {}, "output_type": "execute_result" } @@ -17464,7 +17426,7 @@ }, { "cell_type": "code", - "execution_count": 195, + "execution_count": null, "id": "263a27d3", "metadata": {}, "outputs": [], @@ -17475,7 +17437,7 @@ }, { "cell_type": "code", - "execution_count": 196, + "execution_count": null, "id": "006ddaa7", "metadata": {}, "outputs": [ @@ -17579,7 +17541,7 @@ "2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 196, + "execution_count": 193, "metadata": {}, "output_type": "execute_result" } @@ -17590,7 +17552,7 @@ }, { "cell_type": "code", - "execution_count": 197, + "execution_count": null, "id": "5960bb99", "metadata": {}, "outputs": [ @@ -17620,7 +17582,7 @@ }, { "cell_type": "code", - "execution_count": 198, + "execution_count": null, "id": "3a65e340", "metadata": {}, "outputs": [ @@ -17918,7 +17880,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 198, + "execution_count": 195, "metadata": {}, "output_type": "execute_result" } @@ -17929,7 +17891,7 @@ }, { "cell_type": "code", - "execution_count": 199, + "execution_count": null, "id": "6a616b1f", "metadata": {}, "outputs": [ diff --git a/README.md b/README.md index 7ce2e1f9..bb5f977f 100644 --- a/README.md +++ b/README.md @@ -14,13 +14,13 @@ Nigeria is a country with 37 states - Federal Capital Territory included- and a #Budget data.csv #RealGDP.csv -- Data cleaning and preparation: +- # Data cleaning and preparation: Data were cleaned by dropping columns with a null value and zero value, removing commas from numerical values Data were also converted to appropriate datatypes Nigeria data was extracted from the world COVID-19 record for analysis The dataframe was transposed to give it a better presentation Pandas DataFrame for Daily Confirmed, Recovered and deaths Cases were gotten -- Data analysis +- # Data analysis A plot that shows the Top 10 states in terms of Confirmed Covid cases by Laboratory test and Discharged Covid cases were generated A bar plot for the total daily confirmed, recovered, and death cases in Nigeria were generated. The daily infection rate was determined to show the derivate of the total cases on a bar plot @@ -30,4 +30,14 @@ Nigeria is a country with 37 states - Federal Capital Territory included- and a A regression plot between two variables (Confirmed Cases and Population Density) was generated to visualize the linear relationships. Analysis on the real GDP data shows that the GDP fell from 413801074.72 Pre-Covid_19 to 15890000.0 during Q2 2020, a %change of 96%. A visualization was also presented. A bar plot showing the initial and revised budget for each state was presented. +- # Insight + The global covid_19 dataset consists of 289 rows and 1144 valid columns while Nigeria's data consist of 1 row and 506 valid columns + From the bar chart in Figure 1, Lagos has the most confirmed cases in Nigeria with 26708 cases while Delta state has the least cases with 1843 cases. + From the bar chart in Figure 2, Lagos has the most discharged cases in Nigeria with 24037 cases while Delta state has the least cases with 1737 cases. + From the bar chart in Figure 3, Lagos has the most death cases in Nigeria with 236 cases while Delta state has the least cases with 36 cases. + Figure 4 shows that very few death cases in Nigeria + The maximum infection rate for a day was 103799897 and this happened on 3/9/23. + Analysis of the real GDP data shows that the GDP fell from 413801074.72 Pre-Covid_19 to 15890000.0 during Q2 2020, a %change of 96%. + + From 44685cb6a34fbb5229b0e2e70bfea95853871894 Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Wed, 26 Jul 2023 16:22:41 +0100 Subject: [PATCH 16/35] final edit --- My_Capstone Project-Copy1.ipynb | 36 ++++++++++++++++----------------- 1 file changed, 18 insertions(+), 18 deletions(-) diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index c7837ad5..fbe385b0 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -32,17 +32,17 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 153, "id": "1bebe64b", "metadata": {}, "outputs": [], "source": [ - "comfirmed_url = 'https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_global.csv'" + "Comfirmed_url = 'https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_global.csv'" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 154, "id": "567d3be3", "metadata": {}, "outputs": [], @@ -52,28 +52,28 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 155, "id": "b3ae0fc8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('comfirmed_cases.csv', )" + "('comfirmed_cases.csv', )" ] }, - "execution_count": 4, + "execution_count": 155, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "urllib.request.urlretrieve(comfirmed_url, 'comfirmed_cases.csv')" + "urllib.request.urlretrieve(Comfirmed_url, 'comfirmed_cases.csv')" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 156, "id": "4306954f", "metadata": {}, "outputs": [], @@ -83,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 157, "id": "ae56e727", "metadata": {}, "outputs": [ @@ -444,7 +444,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 6, + "execution_count": 157, "metadata": {}, "output_type": "execute_result" } @@ -455,7 +455,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 158, "id": "0cd70b2e", "metadata": {}, "outputs": [], @@ -465,7 +465,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 159, "id": "c0c16e8b", "metadata": {}, "outputs": [ @@ -826,7 +826,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 8, + "execution_count": 159, "metadata": {}, "output_type": "execute_result" } @@ -837,7 +837,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 160, "id": "86b8f22a", "metadata": {}, "outputs": [ @@ -859,7 +859,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 161, "id": "c9d254f2", "metadata": {}, "outputs": [], @@ -869,7 +869,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 162, "id": "4c0176f8", "metadata": {}, "outputs": [], @@ -880,7 +880,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 163, "id": "7f1aa9b8", "metadata": {}, "outputs": [ @@ -1241,7 +1241,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 12, + "execution_count": 163, "metadata": {}, "output_type": "execute_result" } From ceed405c5353bbbebefc5b9e915fe8922ea0336f Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Wed, 26 Jul 2023 22:03:22 +0100 Subject: [PATCH 17/35] rerun --- My_Capstone Project-Copy1.ipynb | 609 ++++++++++++++++---------------- 1 file changed, 306 insertions(+), 303 deletions(-) diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index fbe385b0..1622ef55 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 164, "id": "77550c18", "metadata": {}, "outputs": [], @@ -32,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 153, + "execution_count": 165, "id": "1bebe64b", "metadata": {}, "outputs": [], @@ -42,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": 154, + "execution_count": 166, "id": "567d3be3", "metadata": {}, "outputs": [], @@ -52,17 +52,17 @@ }, { "cell_type": "code", - "execution_count": 155, + "execution_count": 167, "id": "b3ae0fc8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('comfirmed_cases.csv', )" + "('comfirmed_cases.csv', )" ] }, - "execution_count": 155, + "execution_count": 167, "metadata": {}, "output_type": "execute_result" } @@ -73,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 156, + "execution_count": 168, "id": "4306954f", "metadata": {}, "outputs": [], @@ -83,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": 157, + "execution_count": 169, "id": "ae56e727", "metadata": {}, "outputs": [ @@ -444,7 +444,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 157, + "execution_count": 169, "metadata": {}, "output_type": "execute_result" } @@ -455,7 +455,7 @@ }, { "cell_type": "code", - "execution_count": 158, + "execution_count": 170, "id": "0cd70b2e", "metadata": {}, "outputs": [], @@ -465,7 +465,7 @@ }, { "cell_type": "code", - "execution_count": 159, + "execution_count": 171, "id": "c0c16e8b", "metadata": {}, "outputs": [ @@ -826,7 +826,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 159, + "execution_count": 171, "metadata": {}, "output_type": "execute_result" } @@ -837,7 +837,7 @@ }, { "cell_type": "code", - "execution_count": 160, + "execution_count": 172, "id": "86b8f22a", "metadata": {}, "outputs": [ @@ -859,7 +859,7 @@ }, { "cell_type": "code", - "execution_count": 161, + "execution_count": 173, "id": "c9d254f2", "metadata": {}, "outputs": [], @@ -869,7 +869,7 @@ }, { "cell_type": "code", - "execution_count": 162, + "execution_count": 174, "id": "4c0176f8", "metadata": {}, "outputs": [], @@ -880,7 +880,7 @@ }, { "cell_type": "code", - "execution_count": 163, + "execution_count": 175, "id": "7f1aa9b8", "metadata": {}, "outputs": [ @@ -1241,7 +1241,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 163, + "execution_count": 175, "metadata": {}, "output_type": "execute_result" } @@ -1260,7 +1260,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 176, "id": "c1c6366a", "metadata": {}, "outputs": [], @@ -1270,7 +1270,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 177, "id": "f1377bd1", "metadata": {}, "outputs": [], @@ -1280,17 +1280,17 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 178, "id": "24f5c66d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('recovered_cases.csv', )" + "('recovered_cases.csv', )" ] }, - "execution_count": 15, + "execution_count": 178, "metadata": {}, "output_type": "execute_result" } @@ -1301,7 +1301,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 179, "id": "718e188b", "metadata": {}, "outputs": [], @@ -1311,7 +1311,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 180, "id": "621b2f14", "metadata": {}, "outputs": [ @@ -1672,7 +1672,7 @@ "[274 rows x 1147 columns]" ] }, - "execution_count": 17, + "execution_count": 180, "metadata": {}, "output_type": "execute_result" } @@ -1683,7 +1683,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 181, "id": "74018908", "metadata": {}, "outputs": [], @@ -1693,7 +1693,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 182, "id": "a5e0afc0", "metadata": { "collapsed": true @@ -2056,7 +2056,7 @@ "[274 rows x 573 columns]" ] }, - "execution_count": 19, + "execution_count": 182, "metadata": {}, "output_type": "execute_result" } @@ -2067,7 +2067,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 183, "id": "6a762d4b", "metadata": {}, "outputs": [], @@ -2077,7 +2077,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 184, "id": "ffc64d1e", "metadata": { "collapsed": true @@ -2440,7 +2440,7 @@ "[274 rows x 570 columns]" ] }, - "execution_count": 21, + "execution_count": 184, "metadata": {}, "output_type": "execute_result" } @@ -2451,7 +2451,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 185, "id": "69f8d0af", "metadata": { "collapsed": true @@ -2475,7 +2475,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 186, "id": "30577ae7", "metadata": {}, "outputs": [], @@ -2493,7 +2493,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 187, "id": "e1a4b8c3", "metadata": {}, "outputs": [], @@ -2503,7 +2503,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 188, "id": "90f83a9b", "metadata": {}, "outputs": [], @@ -2513,17 +2513,17 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 189, "id": "aea29dc2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('death_cases.csv', )" + "('death_cases.csv', )" ] }, - "execution_count": 26, + "execution_count": 189, "metadata": {}, "output_type": "execute_result" } @@ -2534,7 +2534,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 190, "id": "a947667d", "metadata": {}, "outputs": [], @@ -2544,7 +2544,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 191, "id": "b98b10cd", "metadata": { "collapsed": true @@ -2907,7 +2907,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 28, + "execution_count": 191, "metadata": {}, "output_type": "execute_result" } @@ -2918,7 +2918,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 192, "id": "5248a090", "metadata": {}, "outputs": [], @@ -2929,7 +2929,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 193, "id": "934622ec", "metadata": {}, "outputs": [], @@ -2939,7 +2939,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 194, "id": "6858138e", "metadata": {}, "outputs": [], @@ -2949,7 +2949,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 195, "id": "4597fb06", "metadata": {}, "outputs": [ @@ -3310,7 +3310,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 32, + "execution_count": 195, "metadata": {}, "output_type": "execute_result" } @@ -3321,7 +3321,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 196, "id": "888a316c", "metadata": {}, "outputs": [ @@ -3351,7 +3351,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 197, "id": "293a532c", "metadata": {}, "outputs": [], @@ -3361,7 +3361,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 198, "id": "657dd133", "metadata": {}, "outputs": [], @@ -3371,17 +3371,17 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 199, "id": "a07f53fe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('external_cases.csv', )" + "('external_cases.csv', )" ] }, - "execution_count": 36, + "execution_count": 199, "metadata": {}, "output_type": "execute_result" } @@ -3392,7 +3392,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 200, "id": "133e0130", "metadata": {}, "outputs": [], @@ -3402,7 +3402,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 201, "id": "a250108b", "metadata": { "collapsed": true @@ -4122,7 +4122,7 @@ "36 0.1 0.4 1.03 " ] }, - "execution_count": 38, + "execution_count": 201, "metadata": {}, "output_type": "execute_result" } @@ -4133,7 +4133,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 202, "id": "dd20a8a7", "metadata": {}, "outputs": [ @@ -4169,7 +4169,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 203, "id": "8f9e37e7", "metadata": {}, "outputs": [], @@ -4180,7 +4180,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 204, "id": "9a82cbc1", "metadata": {}, "outputs": [], @@ -4190,7 +4190,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 205, "id": "e75e62f8", "metadata": {}, "outputs": [], @@ -4200,7 +4200,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 206, "id": "f9658ab0", "metadata": { "scrolled": true @@ -4212,7 +4212,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 207, "id": "0ddafc10", "metadata": {}, "outputs": [ @@ -4256,7 +4256,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 208, "id": "51cc4bf8", "metadata": {}, "outputs": [], @@ -4266,7 +4266,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 209, "id": "2ffeec79", "metadata": {}, "outputs": [], @@ -4276,16 +4276,17 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 210, + "id": "7962b3d1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('covid_cases.csv', )" + "('covid_cases.csv', )" ] }, - "execution_count": 47, + "execution_count": 210, "metadata": {}, "output_type": "execute_result" } @@ -4296,7 +4297,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 211, "id": "9f2326ca", "metadata": {}, "outputs": [], @@ -4306,7 +4307,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 212, "id": "fc0e883b", "metadata": {}, "outputs": [ @@ -4719,7 +4720,7 @@ "36 3 2 " ] }, - "execution_count": 49, + "execution_count": 212, "metadata": {}, "output_type": "execute_result" } @@ -4730,7 +4731,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 213, "id": "c5ab5fe2", "metadata": {}, "outputs": [], @@ -4741,7 +4742,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 214, "id": "17d12c49", "metadata": {}, "outputs": [], @@ -4752,7 +4753,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 215, "id": "aa5c0ca8", "metadata": {}, "outputs": [], @@ -4763,7 +4764,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 216, "id": "06507d68", "metadata": {}, "outputs": [], @@ -4774,7 +4775,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 217, "id": "a89881e3", "metadata": { "collapsed": true @@ -4805,7 +4806,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 218, "id": "a97037a8", "metadata": { "collapsed": true @@ -5220,7 +5221,7 @@ "36 3 2 " ] }, - "execution_count": 55, + "execution_count": 218, "metadata": {}, "output_type": "execute_result" } @@ -5239,7 +5240,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 219, "id": "0768ff6d", "metadata": {}, "outputs": [], @@ -5249,7 +5250,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 220, "id": "47156bd4", "metadata": {}, "outputs": [], @@ -5259,17 +5260,17 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 221, "id": "703ee4f6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('budget_cases.csv', )" + "('budget_cases.csv', )" ] }, - "execution_count": 58, + "execution_count": 221, "metadata": {}, "output_type": "execute_result" } @@ -5280,7 +5281,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 222, "id": "7f82b3f9", "metadata": {}, "outputs": [], @@ -5290,7 +5291,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 223, "id": "e2a627e4", "metadata": { "collapsed": true @@ -5590,7 +5591,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 60, + "execution_count": 223, "metadata": {}, "output_type": "execute_result" } @@ -5601,7 +5602,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 224, "id": "e8f55fa5", "metadata": {}, "outputs": [], @@ -5611,7 +5612,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 225, "id": "5bc901fc", "metadata": { "collapsed": true @@ -5648,7 +5649,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 226, "id": "0f9b342a", "metadata": {}, "outputs": [], @@ -5658,7 +5659,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 227, "id": "2f496008", "metadata": {}, "outputs": [], @@ -5668,16 +5669,17 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 228, + "id": "51d63fbe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('Realgdp_cases.csv', )" + "('Realgdp_cases.csv', )" ] }, - "execution_count": 65, + "execution_count": 228, "metadata": {}, "output_type": "execute_result" } @@ -5688,7 +5690,7 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 229, "id": "bb208222", "metadata": {}, "outputs": [], @@ -5698,7 +5700,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 230, "id": "18261d23", "metadata": { "collapsed": true @@ -5804,7 +5806,7 @@ "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 67, + "execution_count": 230, "metadata": {}, "output_type": "execute_result" } @@ -5815,7 +5817,7 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 231, "id": "8d5916d8", "metadata": { "collapsed": true @@ -5854,7 +5856,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 232, "id": "f13a9f82", "metadata": { "collapsed": true @@ -6055,7 +6057,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 69, + "execution_count": 232, "metadata": {}, "output_type": "execute_result" } @@ -6066,7 +6068,7 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 233, "id": "70e0a8a4", "metadata": { "collapsed": true @@ -6358,7 +6360,7 @@ "[8 rows x 1143 columns]" ] }, - "execution_count": 70, + "execution_count": 233, "metadata": {}, "output_type": "execute_result" } @@ -6369,7 +6371,7 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 234, "id": "2ad90233", "metadata": { "collapsed": true @@ -6386,7 +6388,7 @@ " dtype='object', length=1144)" ] }, - "execution_count": 71, + "execution_count": 234, "metadata": {}, "output_type": "execute_result" } @@ -6397,7 +6399,7 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 235, "id": "186101a6", "metadata": { "collapsed": true @@ -6598,7 +6600,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 72, + "execution_count": 235, "metadata": {}, "output_type": "execute_result" } @@ -6617,7 +6619,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 236, "id": "9ee720c0", "metadata": { "scrolled": true @@ -6631,17 +6633,17 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 237, "id": "47d49996", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 74, + "execution_count": 237, "metadata": {}, "output_type": "execute_result" } @@ -6652,7 +6654,7 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 238, "id": "37d665df", "metadata": { "collapsed": true @@ -7056,7 +7058,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 75, + "execution_count": 238, "metadata": {}, "output_type": "execute_result" } @@ -7076,7 +7078,7 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 239, "id": "db598dc5", "metadata": {}, "outputs": [ @@ -7167,7 +7169,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 76, + "execution_count": 239, "metadata": {}, "output_type": "execute_result" } @@ -7179,7 +7181,7 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 240, "id": "f7bbb8f4", "metadata": {}, "outputs": [], @@ -7189,7 +7191,7 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 241, "id": "350ea681", "metadata": {}, "outputs": [ @@ -7280,7 +7282,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 78, + "execution_count": 241, "metadata": {}, "output_type": "execute_result" } @@ -7291,7 +7293,7 @@ }, { "cell_type": "code", - "execution_count": 79, + "execution_count": 242, "id": "b37857cb", "metadata": {}, "outputs": [], @@ -7302,7 +7304,7 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": 243, "id": "fac040df", "metadata": {}, "outputs": [ @@ -7393,7 +7395,7 @@ "[1 rows x 1107 columns]" ] }, - "execution_count": 80, + "execution_count": 243, "metadata": {}, "output_type": "execute_result" } @@ -7404,7 +7406,7 @@ }, { "cell_type": "code", - "execution_count": 81, + "execution_count": 244, "id": "3e739025", "metadata": {}, "outputs": [ @@ -7419,7 +7421,7 @@ " dtype='object', length=1107)" ] }, - "execution_count": 81, + "execution_count": 244, "metadata": {}, "output_type": "execute_result" } @@ -7430,7 +7432,7 @@ }, { "cell_type": "code", - "execution_count": 82, + "execution_count": 245, "id": "7375c99f", "metadata": {}, "outputs": [], @@ -7440,7 +7442,7 @@ }, { "cell_type": "code", - "execution_count": 83, + "execution_count": 246, "id": "def4d314", "metadata": {}, "outputs": [], @@ -7450,7 +7452,7 @@ }, { "cell_type": "code", - "execution_count": 84, + "execution_count": 247, "id": "b94641ee", "metadata": {}, "outputs": [], @@ -7460,7 +7462,7 @@ }, { "cell_type": "code", - "execution_count": 85, + "execution_count": 248, "id": "92ad84d6", "metadata": {}, "outputs": [ @@ -7560,7 +7562,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 85, + "execution_count": 248, "metadata": {}, "output_type": "execute_result" } @@ -7571,7 +7573,7 @@ }, { "cell_type": "code", - "execution_count": 86, + "execution_count": 249, "id": "8e3fcb3f", "metadata": {}, "outputs": [], @@ -7581,7 +7583,7 @@ }, { "cell_type": "code", - "execution_count": 87, + "execution_count": 250, "id": "cfba2ea7", "metadata": {}, "outputs": [ @@ -7681,7 +7683,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 87, + "execution_count": 250, "metadata": {}, "output_type": "execute_result" } @@ -7692,7 +7694,7 @@ }, { "cell_type": "code", - "execution_count": 88, + "execution_count": 251, "id": "c850e2d2", "metadata": {}, "outputs": [ @@ -7702,7 +7704,7 @@ "Index([206], dtype='int64')" ] }, - "execution_count": 88, + "execution_count": 251, "metadata": {}, "output_type": "execute_result" } @@ -7713,7 +7715,7 @@ }, { "cell_type": "code", - "execution_count": 89, + "execution_count": 252, "id": "2adcd95c", "metadata": {}, "outputs": [], @@ -7731,7 +7733,7 @@ }, { "cell_type": "code", - "execution_count": 90, + "execution_count": 253, "id": "aed25ee9", "metadata": {}, "outputs": [ @@ -7831,7 +7833,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 90, + "execution_count": 253, "metadata": {}, "output_type": "execute_result" } @@ -7850,7 +7852,7 @@ }, { "cell_type": "code", - "execution_count": 91, + "execution_count": 254, "id": "8dab7d42", "metadata": {}, "outputs": [], @@ -7870,7 +7872,7 @@ }, { "cell_type": "code", - "execution_count": 92, + "execution_count": 255, "id": "30848de2", "metadata": { "collapsed": true @@ -8274,7 +8276,7 @@ "[201 rows x 569 columns]" ] }, - "execution_count": 92, + "execution_count": 255, "metadata": {}, "output_type": "execute_result" } @@ -8286,7 +8288,7 @@ }, { "cell_type": "code", - "execution_count": 93, + "execution_count": 256, "id": "3df06d1c", "metadata": { "collapsed": true @@ -8379,7 +8381,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 93, + "execution_count": 256, "metadata": {}, "output_type": "execute_result" } @@ -8391,7 +8393,7 @@ }, { "cell_type": "code", - "execution_count": 94, + "execution_count": 257, "id": "e7798490", "metadata": {}, "outputs": [], @@ -8409,7 +8411,7 @@ }, { "cell_type": "code", - "execution_count": 95, + "execution_count": 258, "id": "a226f850", "metadata": {}, "outputs": [ @@ -8500,7 +8502,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 95, + "execution_count": 258, "metadata": {}, "output_type": "execute_result" } @@ -8511,7 +8513,7 @@ }, { "cell_type": "code", - "execution_count": 96, + "execution_count": 259, "id": "a3863d3a", "metadata": {}, "outputs": [], @@ -8522,7 +8524,7 @@ }, { "cell_type": "code", - "execution_count": 97, + "execution_count": 260, "id": "2facb1d9", "metadata": { "scrolled": true @@ -8615,7 +8617,7 @@ "[1 rows x 506 columns]" ] }, - "execution_count": 97, + "execution_count": 260, "metadata": {}, "output_type": "execute_result" } @@ -8626,7 +8628,7 @@ }, { "cell_type": "code", - "execution_count": 98, + "execution_count": 261, "id": "b08410cf", "metadata": {}, "outputs": [], @@ -8636,7 +8638,7 @@ }, { "cell_type": "code", - "execution_count": 99, + "execution_count": 262, "id": "1cfc17c5", "metadata": {}, "outputs": [], @@ -8646,7 +8648,7 @@ }, { "cell_type": "code", - "execution_count": 100, + "execution_count": 263, "id": "80a0b668", "metadata": {}, "outputs": [], @@ -8656,7 +8658,7 @@ }, { "cell_type": "code", - "execution_count": 101, + "execution_count": 264, "id": "01b5bc02", "metadata": {}, "outputs": [], @@ -8674,7 +8676,7 @@ }, { "cell_type": "code", - "execution_count": 102, + "execution_count": 265, "id": "86d8ab9c", "metadata": { "collapsed": true @@ -8771,7 +8773,7 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 102, + "execution_count": 265, "metadata": {}, "output_type": "execute_result" } @@ -8790,7 +8792,7 @@ }, { "cell_type": "code", - "execution_count": 103, + "execution_count": 266, "id": "816beb3e", "metadata": {}, "outputs": [], @@ -8810,7 +8812,7 @@ }, { "cell_type": "code", - "execution_count": 104, + "execution_count": 267, "id": "ef1de005", "metadata": { "collapsed": true @@ -9214,7 +9216,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 104, + "execution_count": 267, "metadata": {}, "output_type": "execute_result" } @@ -9226,7 +9228,7 @@ }, { "cell_type": "code", - "execution_count": 105, + "execution_count": 268, "id": "b767b40a", "metadata": { "collapsed": true @@ -9319,7 +9321,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 105, + "execution_count": 268, "metadata": {}, "output_type": "execute_result" } @@ -9331,7 +9333,7 @@ }, { "cell_type": "code", - "execution_count": 106, + "execution_count": 269, "id": "68f17d5f", "metadata": {}, "outputs": [], @@ -9349,7 +9351,7 @@ }, { "cell_type": "code", - "execution_count": 107, + "execution_count": 270, "id": "34e74f65", "metadata": {}, "outputs": [ @@ -9440,7 +9442,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 107, + "execution_count": 270, "metadata": {}, "output_type": "execute_result" } @@ -9451,7 +9453,7 @@ }, { "cell_type": "code", - "execution_count": 108, + "execution_count": 271, "id": "775f9b87", "metadata": {}, "outputs": [], @@ -9462,7 +9464,7 @@ }, { "cell_type": "code", - "execution_count": 109, + "execution_count": 272, "id": "5a6cdcf7", "metadata": {}, "outputs": [ @@ -9553,7 +9555,7 @@ "[1 rows x 1083 columns]" ] }, - "execution_count": 109, + "execution_count": 272, "metadata": {}, "output_type": "execute_result" } @@ -9564,7 +9566,7 @@ }, { "cell_type": "code", - "execution_count": 110, + "execution_count": 273, "id": "e6a6c58a", "metadata": {}, "outputs": [], @@ -9574,7 +9576,7 @@ }, { "cell_type": "code", - "execution_count": 111, + "execution_count": 274, "id": "5d222135", "metadata": {}, "outputs": [], @@ -9584,7 +9586,7 @@ }, { "cell_type": "code", - "execution_count": 112, + "execution_count": 275, "id": "a36a1a44", "metadata": {}, "outputs": [], @@ -9594,7 +9596,7 @@ }, { "cell_type": "code", - "execution_count": 113, + "execution_count": 276, "id": "d07b9e03", "metadata": {}, "outputs": [], @@ -9612,7 +9614,7 @@ }, { "cell_type": "code", - "execution_count": 114, + "execution_count": 277, "id": "f8601c2b", "metadata": {}, "outputs": [ @@ -9712,7 +9714,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 114, + "execution_count": 277, "metadata": {}, "output_type": "execute_result" } @@ -9731,7 +9733,7 @@ }, { "cell_type": "code", - "execution_count": 115, + "execution_count": 278, "id": "e674c155", "metadata": {}, "outputs": [], @@ -9743,7 +9745,7 @@ }, { "cell_type": "code", - "execution_count": 116, + "execution_count": 279, "id": "d38220b0", "metadata": { "collapsed": true @@ -10442,7 +10444,7 @@ "Zamfara 1.0 0.9 0 " ] }, - "execution_count": 116, + "execution_count": 279, "metadata": {}, "output_type": "execute_result" } @@ -10462,7 +10464,7 @@ }, { "cell_type": "code", - "execution_count": 117, + "execution_count": 280, "id": "830cf810", "metadata": {}, "outputs": [], @@ -10474,7 +10476,7 @@ }, { "cell_type": "code", - "execution_count": 118, + "execution_count": 281, "id": "1f69cbf5", "metadata": { "collapsed": true @@ -10742,7 +10744,7 @@ "Zamfara 188.50 127.30" ] }, - "execution_count": 118, + "execution_count": 281, "metadata": {}, "output_type": "execute_result" } @@ -10792,7 +10794,7 @@ }, { "cell_type": "code", - "execution_count": 119, + "execution_count": 282, "id": "37096212", "metadata": {}, "outputs": [], @@ -10804,7 +10806,7 @@ }, { "cell_type": "code", - "execution_count": 120, + "execution_count": 283, "id": "333c80a8", "metadata": { "collapsed": true @@ -11190,7 +11192,7 @@ "Zamfara 73 5 " ] }, - "execution_count": 120, + "execution_count": 283, "metadata": {}, "output_type": "execute_result" } @@ -11209,7 +11211,7 @@ }, { "cell_type": "code", - "execution_count": 121, + "execution_count": 284, "id": "596a27c1", "metadata": {}, "outputs": [], @@ -11219,7 +11221,7 @@ }, { "cell_type": "code", - "execution_count": 122, + "execution_count": 285, "id": "9def4c72", "metadata": { "collapsed": true @@ -11364,7 +11366,7 @@ "9 1737 49 " ] }, - "execution_count": 122, + "execution_count": 285, "metadata": {}, "output_type": "execute_result" } @@ -11375,7 +11377,7 @@ }, { "cell_type": "code", - "execution_count": 123, + "execution_count": 286, "id": "59a379c8", "metadata": {}, "outputs": [ @@ -11518,7 +11520,7 @@ "9 1737 49 " ] }, - "execution_count": 123, + "execution_count": 286, "metadata": {}, "output_type": "execute_result" } @@ -11529,7 +11531,7 @@ }, { "cell_type": "code", - "execution_count": 124, + "execution_count": 287, "id": "a9ab1ee4", "metadata": {}, "outputs": [ @@ -11541,7 +11543,7 @@ " dtype='object')" ] }, - "execution_count": 124, + "execution_count": 287, "metadata": {}, "output_type": "execute_result" } @@ -11552,7 +11554,7 @@ }, { "cell_type": "code", - "execution_count": 125, + "execution_count": 288, "id": "54b5bbfa", "metadata": { "collapsed": true @@ -11561,10 +11563,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 125, + "execution_count": 288, "metadata": {}, "output_type": "execute_result" }, @@ -11593,7 +11595,7 @@ }, { "cell_type": "code", - "execution_count": 126, + "execution_count": 289, "id": "797cb4e0", "metadata": { "collapsed": true @@ -11605,7 +11607,7 @@ }, { "cell_type": "code", - "execution_count": 127, + "execution_count": 290, "id": "7af5b22a", "metadata": { "collapsed": true @@ -11750,7 +11752,7 @@ "9 1737 49 " ] }, - "execution_count": 127, + "execution_count": 290, "metadata": {}, "output_type": "execute_result" } @@ -11761,7 +11763,7 @@ }, { "cell_type": "code", - "execution_count": 128, + "execution_count": 291, "id": "377f6362", "metadata": { "collapsed": true @@ -11770,10 +11772,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 128, + "execution_count": 291, "metadata": {}, "output_type": "execute_result" }, @@ -11802,7 +11804,7 @@ }, { "cell_type": "code", - "execution_count": 129, + "execution_count": 292, "id": "c8f4d5d3", "metadata": {}, "outputs": [], @@ -11812,7 +11814,7 @@ }, { "cell_type": "code", - "execution_count": 130, + "execution_count": 293, "id": "9ca2ece4", "metadata": {}, "outputs": [ @@ -11955,7 +11957,7 @@ "19 705 36 " ] }, - "execution_count": 130, + "execution_count": 293, "metadata": {}, "output_type": "execute_result" } @@ -11966,17 +11968,17 @@ }, { "cell_type": "code", - "execution_count": 131, + "execution_count": 294, "id": "c74b7dfd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 131, + "execution_count": 294, "metadata": {}, "output_type": "execute_result" }, @@ -12005,7 +12007,7 @@ }, { "cell_type": "code", - "execution_count": 132, + "execution_count": 295, "id": "0e701f72", "metadata": { "collapsed": true @@ -12107,7 +12109,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 132, + "execution_count": 295, "metadata": {}, "output_type": "execute_result" } @@ -12118,7 +12120,7 @@ }, { "cell_type": "code", - "execution_count": 133, + "execution_count": 296, "id": "453c1ed1", "metadata": { "collapsed": true @@ -12215,7 +12217,7 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 133, + "execution_count": 296, "metadata": {}, "output_type": "execute_result" } @@ -12226,7 +12228,7 @@ }, { "cell_type": "code", - "execution_count": 134, + "execution_count": 297, "id": "c7de19c0", "metadata": { "collapsed": true @@ -12328,7 +12330,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 134, + "execution_count": 297, "metadata": {}, "output_type": "execute_result" } @@ -12347,7 +12349,7 @@ }, { "cell_type": "code", - "execution_count": 135, + "execution_count": 298, "id": "86afe7b1", "metadata": {}, "outputs": [], @@ -12358,7 +12360,7 @@ }, { "cell_type": "code", - "execution_count": 136, + "execution_count": 299, "id": "ec2a0940", "metadata": { "collapsed": true @@ -12479,7 +12481,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 136, + "execution_count": 299, "metadata": {}, "output_type": "execute_result" } @@ -12490,7 +12492,7 @@ }, { "cell_type": "code", - "execution_count": 137, + "execution_count": 300, "id": "f0c2e662", "metadata": {}, "outputs": [], @@ -12500,7 +12502,7 @@ }, { "cell_type": "code", - "execution_count": 138, + "execution_count": 301, "id": "f6b4f86f", "metadata": { "collapsed": true @@ -12621,7 +12623,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 138, + "execution_count": 301, "metadata": {}, "output_type": "execute_result" } @@ -12632,7 +12634,7 @@ }, { "cell_type": "code", - "execution_count": 139, + "execution_count": 302, "id": "d773a0ec", "metadata": {}, "outputs": [], @@ -12642,7 +12644,7 @@ }, { "cell_type": "code", - "execution_count": 140, + "execution_count": 303, "id": "446cac85", "metadata": {}, "outputs": [ @@ -12761,7 +12763,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 140, + "execution_count": 303, "metadata": {}, "output_type": "execute_result" } @@ -12772,7 +12774,7 @@ }, { "cell_type": "code", - "execution_count": 141, + "execution_count": 304, "id": "851f5deb", "metadata": {}, "outputs": [ @@ -12782,7 +12784,7 @@ "Index(['Confirmed_Case', 'Recovered_Case', 'DeathCase_Case'], dtype='object')" ] }, - "execution_count": 141, + "execution_count": 304, "metadata": {}, "output_type": "execute_result" } @@ -12793,23 +12795,23 @@ }, { "cell_type": "code", - "execution_count": 142, + "execution_count": 305, "id": "fb159a2f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 142, + "execution_count": 305, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", "text/plain": [ "
" ] @@ -12832,7 +12834,7 @@ }, { "cell_type": "code", - "execution_count": 143, + "execution_count": 306, "id": "09c8ef7e", "metadata": {}, "outputs": [ @@ -12932,7 +12934,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 143, + "execution_count": 306, "metadata": {}, "output_type": "execute_result" } @@ -12943,7 +12945,7 @@ }, { "cell_type": "code", - "execution_count": 144, + "execution_count": 307, "id": "a1feb443", "metadata": {}, "outputs": [], @@ -12953,7 +12955,7 @@ }, { "cell_type": "code", - "execution_count": 145, + "execution_count": 308, "id": "dd3de74a", "metadata": {}, "outputs": [ @@ -13053,7 +13055,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 145, + "execution_count": 308, "metadata": {}, "output_type": "execute_result" } @@ -13064,7 +13066,7 @@ }, { "cell_type": "code", - "execution_count": 146, + "execution_count": 309, "id": "07f485e9", "metadata": {}, "outputs": [], @@ -13074,7 +13076,7 @@ }, { "cell_type": "code", - "execution_count": 147, + "execution_count": 310, "id": "8a21defa", "metadata": {}, "outputs": [ @@ -13084,7 +13086,7 @@ "Index(['Date', 'Cases'], dtype='object')" ] }, - "execution_count": 147, + "execution_count": 310, "metadata": {}, "output_type": "execute_result" } @@ -13095,7 +13097,7 @@ }, { "cell_type": "code", - "execution_count": 148, + "execution_count": 311, "id": "4113e6f3", "metadata": {}, "outputs": [ @@ -13202,7 +13204,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 148, + "execution_count": 311, "metadata": {}, "output_type": "execute_result" } @@ -13213,7 +13215,7 @@ }, { "cell_type": "code", - "execution_count": 149, + "execution_count": 312, "id": "d9b3e832", "metadata": {}, "outputs": [ @@ -13223,7 +13225,7 @@ "Text(0.5, 1.0, 'Daily Infection Cases')" ] }, - "execution_count": 149, + "execution_count": 312, "metadata": {}, "output_type": "execute_result" }, @@ -13245,7 +13247,7 @@ }, { "cell_type": "code", - "execution_count": 151, + "execution_count": 313, "id": "4bf8cb96", "metadata": {}, "outputs": [ @@ -13352,7 +13354,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 151, + "execution_count": 313, "metadata": {}, "output_type": "execute_result" } @@ -13363,7 +13365,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 314, "id": "75a34937", "metadata": { "scrolled": true @@ -13472,7 +13474,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 153, + "execution_count": 314, "metadata": {}, "output_type": "execute_result" } @@ -13499,7 +13501,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 315, "id": "412d0ca0", "metadata": {}, "outputs": [ @@ -13901,7 +13903,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 154, + "execution_count": 315, "metadata": {}, "output_type": "execute_result" } @@ -13912,7 +13914,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 316, "id": "8697bf97", "metadata": {}, "outputs": [], @@ -13922,7 +13924,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 317, "id": "15b25a40", "metadata": {}, "outputs": [ @@ -14324,7 +14326,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 156, + "execution_count": 317, "metadata": {}, "output_type": "execute_result" } @@ -14335,7 +14337,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 318, "id": "2b08230a", "metadata": {}, "outputs": [], @@ -14345,7 +14347,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 319, "id": "6e11bbe2", "metadata": {}, "outputs": [ @@ -14761,7 +14763,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 158, + "execution_count": 319, "metadata": {}, "output_type": "execute_result" } @@ -14772,7 +14774,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 320, "id": "833deac5", "metadata": {}, "outputs": [], @@ -14783,7 +14785,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 321, "id": "44081a10", "metadata": {}, "outputs": [ @@ -14805,7 +14807,7 @@ "Length: 201, dtype: float64" ] }, - "execution_count": 160, + "execution_count": 321, "metadata": {}, "output_type": "execute_result" } @@ -14816,7 +14818,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 322, "id": "94217836", "metadata": {}, "outputs": [], @@ -14827,7 +14829,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 323, "id": "ea8a73d5", "metadata": {}, "outputs": [ @@ -14837,7 +14839,7 @@ "103799897.0" ] }, - "execution_count": 162, + "execution_count": 323, "metadata": {}, "output_type": "execute_result" } @@ -14848,7 +14850,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 324, "id": "33b14fe2", "metadata": {}, "outputs": [], @@ -14858,7 +14860,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 325, "id": "2ecd6172", "metadata": {}, "outputs": [ @@ -14868,7 +14870,7 @@ "'3/9/23'" ] }, - "execution_count": 164, + "execution_count": 325, "metadata": {}, "output_type": "execute_result" } @@ -14888,7 +14890,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 326, "id": "455faf9b", "metadata": {}, "outputs": [ @@ -15030,7 +15032,7 @@ "4 0.8 0.8 0 " ] }, - "execution_count": 165, + "execution_count": 326, "metadata": {}, "output_type": "execute_result" } @@ -15041,7 +15043,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 327, "id": "cab35937", "metadata": { "collapsed": true @@ -15136,7 +15138,7 @@ "4 3374 46 " ] }, - "execution_count": 166, + "execution_count": 327, "metadata": {}, "output_type": "execute_result" } @@ -15147,7 +15149,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 328, "id": "4b009630", "metadata": {}, "outputs": [], @@ -15157,7 +15159,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 329, "id": "d223abd6", "metadata": {}, "outputs": [ @@ -15389,7 +15391,7 @@ "7 0.8 0.8 0 " ] }, - "execution_count": 168, + "execution_count": 329, "metadata": {}, "output_type": "execute_result" } @@ -15400,7 +15402,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 330, "id": "73360281", "metadata": {}, "outputs": [], @@ -15410,7 +15412,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 331, "id": "014d42f2", "metadata": {}, "outputs": [ @@ -15642,7 +15644,7 @@ "9 0.8 0.8 0 " ] }, - "execution_count": 170, + "execution_count": 331, "metadata": {}, "output_type": "execute_result" } @@ -15653,7 +15655,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 332, "id": "2d1a94e0", "metadata": {}, "outputs": [], @@ -15664,7 +15666,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 333, "id": "40068410", "metadata": {}, "outputs": [ @@ -16077,7 +16079,7 @@ "36 3 2 " ] }, - "execution_count": 172, + "execution_count": 333, "metadata": {}, "output_type": "execute_result" } @@ -16088,7 +16090,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 334, "id": "c2ff1fc5", "metadata": { "scrolled": true @@ -16100,7 +16102,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 335, "id": "987bd9e0", "metadata": {}, "outputs": [ @@ -16243,7 +16245,7 @@ "9 1737 49 " ] }, - "execution_count": 174, + "execution_count": 335, "metadata": {}, "output_type": "execute_result" } @@ -16254,7 +16256,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 336, "id": "ae7ade59", "metadata": {}, "outputs": [], @@ -16265,7 +16267,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 337, "id": "46c429f7", "metadata": {}, "outputs": [ @@ -16530,7 +16532,7 @@ "8 0.4 0.3 0.6 0 " ] }, - "execution_count": 176, + "execution_count": 337, "metadata": {}, "output_type": "execute_result" } @@ -16541,17 +16543,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 338, "id": "d11e897b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 177, + "execution_count": 338, "metadata": {}, "output_type": "execute_result" }, @@ -16578,7 +16580,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 339, "id": "3a2e4c07", "metadata": {}, "outputs": [], @@ -16588,7 +16590,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 340, "id": "6c845faf", "metadata": {}, "outputs": [ @@ -16820,7 +16822,7 @@ "36 0.1 0.4 1 " ] }, - "execution_count": 179, + "execution_count": 340, "metadata": {}, "output_type": "execute_result" } @@ -16831,7 +16833,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 341, "id": "20a92537", "metadata": {}, "outputs": [], @@ -16841,7 +16843,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 342, "id": "972a4d7c", "metadata": {}, "outputs": [ @@ -17129,7 +17131,7 @@ "9 1.0 0.0 0.1 1 " ] }, - "execution_count": 181, + "execution_count": 342, "metadata": {}, "output_type": "execute_result" } @@ -17148,7 +17150,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 343, "id": "3fb3f968", "metadata": {}, "outputs": [ @@ -17158,13 +17160,13 @@ "Text(0.5, 1.0, 'Regression Plot: Population Density vs. No. of Cases (Lab Confirmed)')" ] }, - "execution_count": 182, + "execution_count": 343, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -17185,7 +17187,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 344, "id": "b6debb09", "metadata": {}, "outputs": [ @@ -17289,7 +17291,7 @@ "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 183, + "execution_count": 344, "metadata": {}, "output_type": "execute_result" } @@ -17300,7 +17302,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 345, "id": "7294b37b", "metadata": {}, "outputs": [], @@ -17310,7 +17312,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 346, "id": "37143fa9", "metadata": {}, "outputs": [ @@ -17320,7 +17322,7 @@ "413801074.72" ] }, - "execution_count": 185, + "execution_count": 346, "metadata": {}, "output_type": "execute_result" } @@ -17331,7 +17333,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 347, "id": "a3b30137", "metadata": {}, "outputs": [], @@ -17341,7 +17343,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 348, "id": "56a29596", "metadata": {}, "outputs": [ @@ -17351,7 +17353,7 @@ "15890000.0" ] }, - "execution_count": 187, + "execution_count": 348, "metadata": {}, "output_type": "execute_result" } @@ -17362,7 +17364,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 349, "id": "11b80273", "metadata": {}, "outputs": [], @@ -17372,7 +17374,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 350, "id": "e4af1fa4", "metadata": {}, "outputs": [ @@ -17382,7 +17384,7 @@ "96.15999064024857" ] }, - "execution_count": 189, + "execution_count": 350, "metadata": {}, "output_type": "execute_result" } @@ -17393,7 +17395,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 351, "id": "2ef3bc08", "metadata": {}, "outputs": [], @@ -17406,7 +17408,8 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 352, + "id": "1ba5bae2", "metadata": {}, "outputs": [ { @@ -17415,7 +17418,7 @@ "Index(['Year', 'Q1', 'Q2', 'Q3', 'Q4'], dtype='object')" ] }, - "execution_count": 191, + "execution_count": 352, "metadata": {}, "output_type": "execute_result" } @@ -17426,7 +17429,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 353, "id": "263a27d3", "metadata": {}, "outputs": [], @@ -17437,7 +17440,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 354, "id": "006ddaa7", "metadata": {}, "outputs": [ @@ -17541,7 +17544,7 @@ "2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 193, + "execution_count": 354, "metadata": {}, "output_type": "execute_result" } @@ -17552,7 +17555,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 355, "id": "5960bb99", "metadata": {}, "outputs": [ @@ -17582,7 +17585,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 356, "id": "3a65e340", "metadata": {}, "outputs": [ @@ -17880,7 +17883,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 195, + "execution_count": 356, "metadata": {}, "output_type": "execute_result" } @@ -17891,7 +17894,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 357, "id": "6a616b1f", "metadata": {}, "outputs": [ From 7d56b4e84ef906f9904e18bab35b41628b211cd7 Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Wed, 26 Jul 2023 22:23:46 +0100 Subject: [PATCH 18/35] remove unused files --- My_Capstone Project-Copy1.ipynb | 606 ++++++++++++++++---------------- covid19_confirmed_global.csv | 290 --------------- covid19_deaths_global.csv | 290 --------------- covid19_recovered_global.csv | 275 --------------- image.png | Bin 207332 -> 0 bytes 5 files changed, 303 insertions(+), 1158 deletions(-) delete mode 100644 covid19_confirmed_global.csv delete mode 100644 covid19_deaths_global.csv delete mode 100644 covid19_recovered_global.csv delete mode 100644 image.png diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index 1622ef55..4b4e0595 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 164, + "execution_count": 1, "id": "77550c18", "metadata": {}, "outputs": [], @@ -32,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 165, + "execution_count": 2, "id": "1bebe64b", "metadata": {}, "outputs": [], @@ -42,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": 166, + "execution_count": 3, "id": "567d3be3", "metadata": {}, "outputs": [], @@ -52,17 +52,17 @@ }, { "cell_type": "code", - "execution_count": 167, + "execution_count": 4, "id": "b3ae0fc8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('comfirmed_cases.csv', )" + "('comfirmed_cases.csv', )" ] }, - "execution_count": 167, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -73,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 168, + "execution_count": 5, "id": "4306954f", "metadata": {}, "outputs": [], @@ -83,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": 169, + "execution_count": 6, "id": "ae56e727", "metadata": {}, "outputs": [ @@ -444,7 +444,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 169, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -455,7 +455,7 @@ }, { "cell_type": "code", - "execution_count": 170, + "execution_count": 7, "id": "0cd70b2e", "metadata": {}, "outputs": [], @@ -465,7 +465,7 @@ }, { "cell_type": "code", - "execution_count": 171, + "execution_count": 8, "id": "c0c16e8b", "metadata": {}, "outputs": [ @@ -826,7 +826,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 171, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -837,7 +837,7 @@ }, { "cell_type": "code", - "execution_count": 172, + "execution_count": 9, "id": "86b8f22a", "metadata": {}, "outputs": [ @@ -859,7 +859,7 @@ }, { "cell_type": "code", - "execution_count": 173, + "execution_count": 10, "id": "c9d254f2", "metadata": {}, "outputs": [], @@ -869,7 +869,7 @@ }, { "cell_type": "code", - "execution_count": 174, + "execution_count": 11, "id": "4c0176f8", "metadata": {}, "outputs": [], @@ -880,7 +880,7 @@ }, { "cell_type": "code", - "execution_count": 175, + "execution_count": 12, "id": "7f1aa9b8", "metadata": {}, "outputs": [ @@ -1241,7 +1241,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 175, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -1260,7 +1260,7 @@ }, { "cell_type": "code", - "execution_count": 176, + "execution_count": 13, "id": "c1c6366a", "metadata": {}, "outputs": [], @@ -1270,7 +1270,7 @@ }, { "cell_type": "code", - "execution_count": 177, + "execution_count": 14, "id": "f1377bd1", "metadata": {}, "outputs": [], @@ -1280,17 +1280,17 @@ }, { "cell_type": "code", - "execution_count": 178, + "execution_count": 15, "id": "24f5c66d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('recovered_cases.csv', )" + "('recovered_cases.csv', )" ] }, - "execution_count": 178, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -1301,7 +1301,7 @@ }, { "cell_type": "code", - "execution_count": 179, + "execution_count": 16, "id": "718e188b", "metadata": {}, "outputs": [], @@ -1311,7 +1311,7 @@ }, { "cell_type": "code", - "execution_count": 180, + "execution_count": 17, "id": "621b2f14", "metadata": {}, "outputs": [ @@ -1672,7 +1672,7 @@ "[274 rows x 1147 columns]" ] }, - "execution_count": 180, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -1683,7 +1683,7 @@ }, { "cell_type": "code", - "execution_count": 181, + "execution_count": 18, "id": "74018908", "metadata": {}, "outputs": [], @@ -1693,7 +1693,7 @@ }, { "cell_type": "code", - "execution_count": 182, + "execution_count": 19, "id": "a5e0afc0", "metadata": { "collapsed": true @@ -2056,7 +2056,7 @@ "[274 rows x 573 columns]" ] }, - "execution_count": 182, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -2067,7 +2067,7 @@ }, { "cell_type": "code", - "execution_count": 183, + "execution_count": 20, "id": "6a762d4b", "metadata": {}, "outputs": [], @@ -2077,7 +2077,7 @@ }, { "cell_type": "code", - "execution_count": 184, + "execution_count": 21, "id": "ffc64d1e", "metadata": { "collapsed": true @@ -2440,7 +2440,7 @@ "[274 rows x 570 columns]" ] }, - "execution_count": 184, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -2451,7 +2451,7 @@ }, { "cell_type": "code", - "execution_count": 185, + "execution_count": 22, "id": "69f8d0af", "metadata": { "collapsed": true @@ -2475,7 +2475,7 @@ }, { "cell_type": "code", - "execution_count": 186, + "execution_count": 23, "id": "30577ae7", "metadata": {}, "outputs": [], @@ -2493,7 +2493,7 @@ }, { "cell_type": "code", - "execution_count": 187, + "execution_count": 24, "id": "e1a4b8c3", "metadata": {}, "outputs": [], @@ -2503,7 +2503,7 @@ }, { "cell_type": "code", - "execution_count": 188, + "execution_count": 25, "id": "90f83a9b", "metadata": {}, "outputs": [], @@ -2513,17 +2513,17 @@ }, { "cell_type": "code", - "execution_count": 189, + "execution_count": 26, "id": "aea29dc2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('death_cases.csv', )" + "('death_cases.csv', )" ] }, - "execution_count": 189, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -2534,7 +2534,7 @@ }, { "cell_type": "code", - "execution_count": 190, + "execution_count": 27, "id": "a947667d", "metadata": {}, "outputs": [], @@ -2544,7 +2544,7 @@ }, { "cell_type": "code", - "execution_count": 191, + "execution_count": 28, "id": "b98b10cd", "metadata": { "collapsed": true @@ -2907,7 +2907,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 191, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -2918,7 +2918,7 @@ }, { "cell_type": "code", - "execution_count": 192, + "execution_count": 29, "id": "5248a090", "metadata": {}, "outputs": [], @@ -2929,7 +2929,7 @@ }, { "cell_type": "code", - "execution_count": 193, + "execution_count": 30, "id": "934622ec", "metadata": {}, "outputs": [], @@ -2939,7 +2939,7 @@ }, { "cell_type": "code", - "execution_count": 194, + "execution_count": 31, "id": "6858138e", "metadata": {}, "outputs": [], @@ -2949,7 +2949,7 @@ }, { "cell_type": "code", - "execution_count": 195, + "execution_count": 32, "id": "4597fb06", "metadata": {}, "outputs": [ @@ -3310,7 +3310,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 195, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } @@ -3321,7 +3321,7 @@ }, { "cell_type": "code", - "execution_count": 196, + "execution_count": 33, "id": "888a316c", "metadata": {}, "outputs": [ @@ -3351,7 +3351,7 @@ }, { "cell_type": "code", - "execution_count": 197, + "execution_count": 34, "id": "293a532c", "metadata": {}, "outputs": [], @@ -3361,7 +3361,7 @@ }, { "cell_type": "code", - "execution_count": 198, + "execution_count": 35, "id": "657dd133", "metadata": {}, "outputs": [], @@ -3371,17 +3371,17 @@ }, { "cell_type": "code", - "execution_count": 199, + "execution_count": 36, "id": "a07f53fe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('external_cases.csv', )" + "('external_cases.csv', )" ] }, - "execution_count": 199, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" } @@ -3392,7 +3392,7 @@ }, { "cell_type": "code", - "execution_count": 200, + "execution_count": 37, "id": "133e0130", "metadata": {}, "outputs": [], @@ -3402,7 +3402,7 @@ }, { "cell_type": "code", - "execution_count": 201, + "execution_count": 38, "id": "a250108b", "metadata": { "collapsed": true @@ -4122,7 +4122,7 @@ "36 0.1 0.4 1.03 " ] }, - "execution_count": 201, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } @@ -4133,7 +4133,7 @@ }, { "cell_type": "code", - "execution_count": 202, + "execution_count": 39, "id": "dd20a8a7", "metadata": {}, "outputs": [ @@ -4169,7 +4169,7 @@ }, { "cell_type": "code", - "execution_count": 203, + "execution_count": 40, "id": "8f9e37e7", "metadata": {}, "outputs": [], @@ -4180,7 +4180,7 @@ }, { "cell_type": "code", - "execution_count": 204, + "execution_count": 41, "id": "9a82cbc1", "metadata": {}, "outputs": [], @@ -4190,7 +4190,7 @@ }, { "cell_type": "code", - "execution_count": 205, + "execution_count": 42, "id": "e75e62f8", "metadata": {}, "outputs": [], @@ -4200,7 +4200,7 @@ }, { "cell_type": "code", - "execution_count": 206, + "execution_count": 43, "id": "f9658ab0", "metadata": { "scrolled": true @@ -4212,7 +4212,7 @@ }, { "cell_type": "code", - "execution_count": 207, + "execution_count": 44, "id": "0ddafc10", "metadata": {}, "outputs": [ @@ -4256,7 +4256,7 @@ }, { "cell_type": "code", - "execution_count": 208, + "execution_count": 45, "id": "51cc4bf8", "metadata": {}, "outputs": [], @@ -4266,7 +4266,7 @@ }, { "cell_type": "code", - "execution_count": 209, + "execution_count": 46, "id": "2ffeec79", "metadata": {}, "outputs": [], @@ -4276,17 +4276,17 @@ }, { "cell_type": "code", - "execution_count": 210, + "execution_count": 47, "id": "7962b3d1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('covid_cases.csv', )" + "('covid_cases.csv', )" ] }, - "execution_count": 210, + "execution_count": 47, "metadata": {}, "output_type": "execute_result" } @@ -4297,7 +4297,7 @@ }, { "cell_type": "code", - "execution_count": 211, + "execution_count": 48, "id": "9f2326ca", "metadata": {}, "outputs": [], @@ -4307,7 +4307,7 @@ }, { "cell_type": "code", - "execution_count": 212, + "execution_count": 49, "id": "fc0e883b", "metadata": {}, "outputs": [ @@ -4720,7 +4720,7 @@ "36 3 2 " ] }, - "execution_count": 212, + "execution_count": 49, "metadata": {}, "output_type": "execute_result" } @@ -4731,7 +4731,7 @@ }, { "cell_type": "code", - "execution_count": 213, + "execution_count": 50, "id": "c5ab5fe2", "metadata": {}, "outputs": [], @@ -4742,7 +4742,7 @@ }, { "cell_type": "code", - "execution_count": 214, + "execution_count": 51, "id": "17d12c49", "metadata": {}, "outputs": [], @@ -4753,7 +4753,7 @@ }, { "cell_type": "code", - "execution_count": 215, + "execution_count": 52, "id": "aa5c0ca8", "metadata": {}, "outputs": [], @@ -4764,7 +4764,7 @@ }, { "cell_type": "code", - "execution_count": 216, + "execution_count": 53, "id": "06507d68", "metadata": {}, "outputs": [], @@ -4775,7 +4775,7 @@ }, { "cell_type": "code", - "execution_count": 217, + "execution_count": 54, "id": "a89881e3", "metadata": { "collapsed": true @@ -4806,7 +4806,7 @@ }, { "cell_type": "code", - "execution_count": 218, + "execution_count": 55, "id": "a97037a8", "metadata": { "collapsed": true @@ -5221,7 +5221,7 @@ "36 3 2 " ] }, - "execution_count": 218, + "execution_count": 55, "metadata": {}, "output_type": "execute_result" } @@ -5240,7 +5240,7 @@ }, { "cell_type": "code", - "execution_count": 219, + "execution_count": 56, "id": "0768ff6d", "metadata": {}, "outputs": [], @@ -5250,7 +5250,7 @@ }, { "cell_type": "code", - "execution_count": 220, + "execution_count": 57, "id": "47156bd4", "metadata": {}, "outputs": [], @@ -5260,17 +5260,17 @@ }, { "cell_type": "code", - "execution_count": 221, + "execution_count": 58, "id": "703ee4f6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('budget_cases.csv', )" + "('budget_cases.csv', )" ] }, - "execution_count": 221, + "execution_count": 58, "metadata": {}, "output_type": "execute_result" } @@ -5281,7 +5281,7 @@ }, { "cell_type": "code", - "execution_count": 222, + "execution_count": 59, "id": "7f82b3f9", "metadata": {}, "outputs": [], @@ -5291,7 +5291,7 @@ }, { "cell_type": "code", - "execution_count": 223, + "execution_count": 60, "id": "e2a627e4", "metadata": { "collapsed": true @@ -5591,7 +5591,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 223, + "execution_count": 60, "metadata": {}, "output_type": "execute_result" } @@ -5602,7 +5602,7 @@ }, { "cell_type": "code", - "execution_count": 224, + "execution_count": 61, "id": "e8f55fa5", "metadata": {}, "outputs": [], @@ -5612,7 +5612,7 @@ }, { "cell_type": "code", - "execution_count": 225, + "execution_count": 62, "id": "5bc901fc", "metadata": { "collapsed": true @@ -5649,7 +5649,7 @@ }, { "cell_type": "code", - "execution_count": 226, + "execution_count": 63, "id": "0f9b342a", "metadata": {}, "outputs": [], @@ -5659,7 +5659,7 @@ }, { "cell_type": "code", - "execution_count": 227, + "execution_count": 64, "id": "2f496008", "metadata": {}, "outputs": [], @@ -5669,17 +5669,17 @@ }, { "cell_type": "code", - "execution_count": 228, + "execution_count": 65, "id": "51d63fbe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('Realgdp_cases.csv', )" + "('Realgdp_cases.csv', )" ] }, - "execution_count": 228, + "execution_count": 65, "metadata": {}, "output_type": "execute_result" } @@ -5690,7 +5690,7 @@ }, { "cell_type": "code", - "execution_count": 229, + "execution_count": 66, "id": "bb208222", "metadata": {}, "outputs": [], @@ -5700,7 +5700,7 @@ }, { "cell_type": "code", - "execution_count": 230, + "execution_count": 67, "id": "18261d23", "metadata": { "collapsed": true @@ -5806,7 +5806,7 @@ "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 230, + "execution_count": 67, "metadata": {}, "output_type": "execute_result" } @@ -5817,7 +5817,7 @@ }, { "cell_type": "code", - "execution_count": 231, + "execution_count": 68, "id": "8d5916d8", "metadata": { "collapsed": true @@ -5856,7 +5856,7 @@ }, { "cell_type": "code", - "execution_count": 232, + "execution_count": 69, "id": "f13a9f82", "metadata": { "collapsed": true @@ -6057,7 +6057,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 232, + "execution_count": 69, "metadata": {}, "output_type": "execute_result" } @@ -6068,7 +6068,7 @@ }, { "cell_type": "code", - "execution_count": 233, + "execution_count": 70, "id": "70e0a8a4", "metadata": { "collapsed": true @@ -6360,7 +6360,7 @@ "[8 rows x 1143 columns]" ] }, - "execution_count": 233, + "execution_count": 70, "metadata": {}, "output_type": "execute_result" } @@ -6371,7 +6371,7 @@ }, { "cell_type": "code", - "execution_count": 234, + "execution_count": 71, "id": "2ad90233", "metadata": { "collapsed": true @@ -6388,7 +6388,7 @@ " dtype='object', length=1144)" ] }, - "execution_count": 234, + "execution_count": 71, "metadata": {}, "output_type": "execute_result" } @@ -6399,7 +6399,7 @@ }, { "cell_type": "code", - "execution_count": 235, + "execution_count": 72, "id": "186101a6", "metadata": { "collapsed": true @@ -6600,7 +6600,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 235, + "execution_count": 72, "metadata": {}, "output_type": "execute_result" } @@ -6619,7 +6619,7 @@ }, { "cell_type": "code", - "execution_count": 236, + "execution_count": 73, "id": "9ee720c0", "metadata": { "scrolled": true @@ -6633,17 +6633,17 @@ }, { "cell_type": "code", - "execution_count": 237, + "execution_count": 74, "id": "47d49996", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 237, + "execution_count": 74, "metadata": {}, "output_type": "execute_result" } @@ -6654,7 +6654,7 @@ }, { "cell_type": "code", - "execution_count": 238, + "execution_count": 75, "id": "37d665df", "metadata": { "collapsed": true @@ -7058,7 +7058,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 238, + "execution_count": 75, "metadata": {}, "output_type": "execute_result" } @@ -7078,7 +7078,7 @@ }, { "cell_type": "code", - "execution_count": 239, + "execution_count": 76, "id": "db598dc5", "metadata": {}, "outputs": [ @@ -7169,7 +7169,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 239, + "execution_count": 76, "metadata": {}, "output_type": "execute_result" } @@ -7181,7 +7181,7 @@ }, { "cell_type": "code", - "execution_count": 240, + "execution_count": 77, "id": "f7bbb8f4", "metadata": {}, "outputs": [], @@ -7191,7 +7191,7 @@ }, { "cell_type": "code", - "execution_count": 241, + "execution_count": 78, "id": "350ea681", "metadata": {}, "outputs": [ @@ -7282,7 +7282,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 241, + "execution_count": 78, "metadata": {}, "output_type": "execute_result" } @@ -7293,7 +7293,7 @@ }, { "cell_type": "code", - "execution_count": 242, + "execution_count": 79, "id": "b37857cb", "metadata": {}, "outputs": [], @@ -7304,7 +7304,7 @@ }, { "cell_type": "code", - "execution_count": 243, + "execution_count": 80, "id": "fac040df", "metadata": {}, "outputs": [ @@ -7395,7 +7395,7 @@ "[1 rows x 1107 columns]" ] }, - "execution_count": 243, + "execution_count": 80, "metadata": {}, "output_type": "execute_result" } @@ -7406,7 +7406,7 @@ }, { "cell_type": "code", - "execution_count": 244, + "execution_count": 81, "id": "3e739025", "metadata": {}, "outputs": [ @@ -7421,7 +7421,7 @@ " dtype='object', length=1107)" ] }, - "execution_count": 244, + "execution_count": 81, "metadata": {}, "output_type": "execute_result" } @@ -7432,7 +7432,7 @@ }, { "cell_type": "code", - "execution_count": 245, + "execution_count": 82, "id": "7375c99f", "metadata": {}, "outputs": [], @@ -7442,7 +7442,7 @@ }, { "cell_type": "code", - "execution_count": 246, + "execution_count": 83, "id": "def4d314", "metadata": {}, "outputs": [], @@ -7452,7 +7452,7 @@ }, { "cell_type": "code", - "execution_count": 247, + "execution_count": 84, "id": "b94641ee", "metadata": {}, "outputs": [], @@ -7462,7 +7462,7 @@ }, { "cell_type": "code", - "execution_count": 248, + "execution_count": 85, "id": "92ad84d6", "metadata": {}, "outputs": [ @@ -7562,7 +7562,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 248, + "execution_count": 85, "metadata": {}, "output_type": "execute_result" } @@ -7573,7 +7573,7 @@ }, { "cell_type": "code", - "execution_count": 249, + "execution_count": 86, "id": "8e3fcb3f", "metadata": {}, "outputs": [], @@ -7583,7 +7583,7 @@ }, { "cell_type": "code", - "execution_count": 250, + "execution_count": 87, "id": "cfba2ea7", "metadata": {}, "outputs": [ @@ -7683,7 +7683,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 250, + "execution_count": 87, "metadata": {}, "output_type": "execute_result" } @@ -7694,7 +7694,7 @@ }, { "cell_type": "code", - "execution_count": 251, + "execution_count": 88, "id": "c850e2d2", "metadata": {}, "outputs": [ @@ -7704,7 +7704,7 @@ "Index([206], dtype='int64')" ] }, - "execution_count": 251, + "execution_count": 88, "metadata": {}, "output_type": "execute_result" } @@ -7715,7 +7715,7 @@ }, { "cell_type": "code", - "execution_count": 252, + "execution_count": 89, "id": "2adcd95c", "metadata": {}, "outputs": [], @@ -7733,7 +7733,7 @@ }, { "cell_type": "code", - "execution_count": 253, + "execution_count": 90, "id": "aed25ee9", "metadata": {}, "outputs": [ @@ -7833,7 +7833,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 253, + "execution_count": 90, "metadata": {}, "output_type": "execute_result" } @@ -7852,7 +7852,7 @@ }, { "cell_type": "code", - "execution_count": 254, + "execution_count": 91, "id": "8dab7d42", "metadata": {}, "outputs": [], @@ -7872,7 +7872,7 @@ }, { "cell_type": "code", - "execution_count": 255, + "execution_count": 92, "id": "30848de2", "metadata": { "collapsed": true @@ -8276,7 +8276,7 @@ "[201 rows x 569 columns]" ] }, - "execution_count": 255, + "execution_count": 92, "metadata": {}, "output_type": "execute_result" } @@ -8288,7 +8288,7 @@ }, { "cell_type": "code", - "execution_count": 256, + "execution_count": 93, "id": "3df06d1c", "metadata": { "collapsed": true @@ -8381,7 +8381,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 256, + "execution_count": 93, "metadata": {}, "output_type": "execute_result" } @@ -8393,7 +8393,7 @@ }, { "cell_type": "code", - "execution_count": 257, + "execution_count": 94, "id": "e7798490", "metadata": {}, "outputs": [], @@ -8411,7 +8411,7 @@ }, { "cell_type": "code", - "execution_count": 258, + "execution_count": 95, "id": "a226f850", "metadata": {}, "outputs": [ @@ -8502,7 +8502,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 258, + "execution_count": 95, "metadata": {}, "output_type": "execute_result" } @@ -8513,7 +8513,7 @@ }, { "cell_type": "code", - "execution_count": 259, + "execution_count": 96, "id": "a3863d3a", "metadata": {}, "outputs": [], @@ -8524,7 +8524,7 @@ }, { "cell_type": "code", - "execution_count": 260, + "execution_count": 97, "id": "2facb1d9", "metadata": { "scrolled": true @@ -8617,7 +8617,7 @@ "[1 rows x 506 columns]" ] }, - "execution_count": 260, + "execution_count": 97, "metadata": {}, "output_type": "execute_result" } @@ -8628,7 +8628,7 @@ }, { "cell_type": "code", - "execution_count": 261, + "execution_count": 98, "id": "b08410cf", "metadata": {}, "outputs": [], @@ -8638,7 +8638,7 @@ }, { "cell_type": "code", - "execution_count": 262, + "execution_count": 99, "id": "1cfc17c5", "metadata": {}, "outputs": [], @@ -8648,7 +8648,7 @@ }, { "cell_type": "code", - "execution_count": 263, + "execution_count": 100, "id": "80a0b668", "metadata": {}, "outputs": [], @@ -8658,7 +8658,7 @@ }, { "cell_type": "code", - "execution_count": 264, + "execution_count": 101, "id": "01b5bc02", "metadata": {}, "outputs": [], @@ -8676,7 +8676,7 @@ }, { "cell_type": "code", - "execution_count": 265, + "execution_count": 102, "id": "86d8ab9c", "metadata": { "collapsed": true @@ -8773,7 +8773,7 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 265, + "execution_count": 102, "metadata": {}, "output_type": "execute_result" } @@ -8792,7 +8792,7 @@ }, { "cell_type": "code", - "execution_count": 266, + "execution_count": 103, "id": "816beb3e", "metadata": {}, "outputs": [], @@ -8812,7 +8812,7 @@ }, { "cell_type": "code", - "execution_count": 267, + "execution_count": 104, "id": "ef1de005", "metadata": { "collapsed": true @@ -9216,7 +9216,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 267, + "execution_count": 104, "metadata": {}, "output_type": "execute_result" } @@ -9228,7 +9228,7 @@ }, { "cell_type": "code", - "execution_count": 268, + "execution_count": 105, "id": "b767b40a", "metadata": { "collapsed": true @@ -9321,7 +9321,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 268, + "execution_count": 105, "metadata": {}, "output_type": "execute_result" } @@ -9333,7 +9333,7 @@ }, { "cell_type": "code", - "execution_count": 269, + "execution_count": 106, "id": "68f17d5f", "metadata": {}, "outputs": [], @@ -9351,7 +9351,7 @@ }, { "cell_type": "code", - "execution_count": 270, + "execution_count": 107, "id": "34e74f65", "metadata": {}, "outputs": [ @@ -9442,7 +9442,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 270, + "execution_count": 107, "metadata": {}, "output_type": "execute_result" } @@ -9453,7 +9453,7 @@ }, { "cell_type": "code", - "execution_count": 271, + "execution_count": 108, "id": "775f9b87", "metadata": {}, "outputs": [], @@ -9464,7 +9464,7 @@ }, { "cell_type": "code", - "execution_count": 272, + "execution_count": 109, "id": "5a6cdcf7", "metadata": {}, "outputs": [ @@ -9555,7 +9555,7 @@ "[1 rows x 1083 columns]" ] }, - "execution_count": 272, + "execution_count": 109, "metadata": {}, "output_type": "execute_result" } @@ -9566,7 +9566,7 @@ }, { "cell_type": "code", - "execution_count": 273, + "execution_count": 110, "id": "e6a6c58a", "metadata": {}, "outputs": [], @@ -9576,7 +9576,7 @@ }, { "cell_type": "code", - "execution_count": 274, + "execution_count": 111, "id": "5d222135", "metadata": {}, "outputs": [], @@ -9586,7 +9586,7 @@ }, { "cell_type": "code", - "execution_count": 275, + "execution_count": 112, "id": "a36a1a44", "metadata": {}, "outputs": [], @@ -9596,7 +9596,7 @@ }, { "cell_type": "code", - "execution_count": 276, + "execution_count": 113, "id": "d07b9e03", "metadata": {}, "outputs": [], @@ -9614,7 +9614,7 @@ }, { "cell_type": "code", - "execution_count": 277, + "execution_count": 114, "id": "f8601c2b", "metadata": {}, "outputs": [ @@ -9714,7 +9714,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 277, + "execution_count": 114, "metadata": {}, "output_type": "execute_result" } @@ -9733,7 +9733,7 @@ }, { "cell_type": "code", - "execution_count": 278, + "execution_count": 115, "id": "e674c155", "metadata": {}, "outputs": [], @@ -9745,7 +9745,7 @@ }, { "cell_type": "code", - "execution_count": 279, + "execution_count": 116, "id": "d38220b0", "metadata": { "collapsed": true @@ -10444,7 +10444,7 @@ "Zamfara 1.0 0.9 0 " ] }, - "execution_count": 279, + "execution_count": 116, "metadata": {}, "output_type": "execute_result" } @@ -10464,7 +10464,7 @@ }, { "cell_type": "code", - "execution_count": 280, + "execution_count": 117, "id": "830cf810", "metadata": {}, "outputs": [], @@ -10476,7 +10476,7 @@ }, { "cell_type": "code", - "execution_count": 281, + "execution_count": 118, "id": "1f69cbf5", "metadata": { "collapsed": true @@ -10744,7 +10744,7 @@ "Zamfara 188.50 127.30" ] }, - "execution_count": 281, + "execution_count": 118, "metadata": {}, "output_type": "execute_result" } @@ -10794,7 +10794,7 @@ }, { "cell_type": "code", - "execution_count": 282, + "execution_count": 119, "id": "37096212", "metadata": {}, "outputs": [], @@ -10806,7 +10806,7 @@ }, { "cell_type": "code", - "execution_count": 283, + "execution_count": 120, "id": "333c80a8", "metadata": { "collapsed": true @@ -11192,7 +11192,7 @@ "Zamfara 73 5 " ] }, - "execution_count": 283, + "execution_count": 120, "metadata": {}, "output_type": "execute_result" } @@ -11211,7 +11211,7 @@ }, { "cell_type": "code", - "execution_count": 284, + "execution_count": 121, "id": "596a27c1", "metadata": {}, "outputs": [], @@ -11221,7 +11221,7 @@ }, { "cell_type": "code", - "execution_count": 285, + "execution_count": 122, "id": "9def4c72", "metadata": { "collapsed": true @@ -11366,7 +11366,7 @@ "9 1737 49 " ] }, - "execution_count": 285, + "execution_count": 122, "metadata": {}, "output_type": "execute_result" } @@ -11377,7 +11377,7 @@ }, { "cell_type": "code", - "execution_count": 286, + "execution_count": 123, "id": "59a379c8", "metadata": {}, "outputs": [ @@ -11520,7 +11520,7 @@ "9 1737 49 " ] }, - "execution_count": 286, + "execution_count": 123, "metadata": {}, "output_type": "execute_result" } @@ -11531,7 +11531,7 @@ }, { "cell_type": "code", - "execution_count": 287, + "execution_count": 124, "id": "a9ab1ee4", "metadata": {}, "outputs": [ @@ -11543,7 +11543,7 @@ " dtype='object')" ] }, - "execution_count": 287, + "execution_count": 124, "metadata": {}, "output_type": "execute_result" } @@ -11554,7 +11554,7 @@ }, { "cell_type": "code", - "execution_count": 288, + "execution_count": 125, "id": "54b5bbfa", "metadata": { "collapsed": true @@ -11563,10 +11563,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 288, + "execution_count": 125, "metadata": {}, "output_type": "execute_result" }, @@ -11595,7 +11595,7 @@ }, { "cell_type": "code", - "execution_count": 289, + "execution_count": 126, "id": "797cb4e0", "metadata": { "collapsed": true @@ -11607,7 +11607,7 @@ }, { "cell_type": "code", - "execution_count": 290, + "execution_count": 127, "id": "7af5b22a", "metadata": { "collapsed": true @@ -11752,7 +11752,7 @@ "9 1737 49 " ] }, - "execution_count": 290, + "execution_count": 127, "metadata": {}, "output_type": "execute_result" } @@ -11763,7 +11763,7 @@ }, { "cell_type": "code", - "execution_count": 291, + "execution_count": 128, "id": "377f6362", "metadata": { "collapsed": true @@ -11772,10 +11772,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 291, + "execution_count": 128, "metadata": {}, "output_type": "execute_result" }, @@ -11804,7 +11804,7 @@ }, { "cell_type": "code", - "execution_count": 292, + "execution_count": 129, "id": "c8f4d5d3", "metadata": {}, "outputs": [], @@ -11814,7 +11814,7 @@ }, { "cell_type": "code", - "execution_count": 293, + "execution_count": 130, "id": "9ca2ece4", "metadata": {}, "outputs": [ @@ -11957,7 +11957,7 @@ "19 705 36 " ] }, - "execution_count": 293, + "execution_count": 130, "metadata": {}, "output_type": "execute_result" } @@ -11968,17 +11968,17 @@ }, { "cell_type": "code", - "execution_count": 294, + "execution_count": 131, "id": "c74b7dfd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 294, + "execution_count": 131, "metadata": {}, "output_type": "execute_result" }, @@ -12007,7 +12007,7 @@ }, { "cell_type": "code", - "execution_count": 295, + "execution_count": 132, "id": "0e701f72", "metadata": { "collapsed": true @@ -12109,7 +12109,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 295, + "execution_count": 132, "metadata": {}, "output_type": "execute_result" } @@ -12120,7 +12120,7 @@ }, { "cell_type": "code", - "execution_count": 296, + "execution_count": 133, "id": "453c1ed1", "metadata": { "collapsed": true @@ -12217,7 +12217,7 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 296, + "execution_count": 133, "metadata": {}, "output_type": "execute_result" } @@ -12228,7 +12228,7 @@ }, { "cell_type": "code", - "execution_count": 297, + "execution_count": 134, "id": "c7de19c0", "metadata": { "collapsed": true @@ -12330,7 +12330,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 297, + "execution_count": 134, "metadata": {}, "output_type": "execute_result" } @@ -12349,7 +12349,7 @@ }, { "cell_type": "code", - "execution_count": 298, + "execution_count": 135, "id": "86afe7b1", "metadata": {}, "outputs": [], @@ -12360,7 +12360,7 @@ }, { "cell_type": "code", - "execution_count": 299, + "execution_count": 136, "id": "ec2a0940", "metadata": { "collapsed": true @@ -12481,7 +12481,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 299, + "execution_count": 136, "metadata": {}, "output_type": "execute_result" } @@ -12492,7 +12492,7 @@ }, { "cell_type": "code", - "execution_count": 300, + "execution_count": 137, "id": "f0c2e662", "metadata": {}, "outputs": [], @@ -12502,7 +12502,7 @@ }, { "cell_type": "code", - "execution_count": 301, + "execution_count": 138, "id": "f6b4f86f", "metadata": { "collapsed": true @@ -12623,7 +12623,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 301, + "execution_count": 138, "metadata": {}, "output_type": "execute_result" } @@ -12634,7 +12634,7 @@ }, { "cell_type": "code", - "execution_count": 302, + "execution_count": 139, "id": "d773a0ec", "metadata": {}, "outputs": [], @@ -12644,7 +12644,7 @@ }, { "cell_type": "code", - "execution_count": 303, + "execution_count": 140, "id": "446cac85", "metadata": {}, "outputs": [ @@ -12763,7 +12763,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 303, + "execution_count": 140, "metadata": {}, "output_type": "execute_result" } @@ -12774,7 +12774,7 @@ }, { "cell_type": "code", - "execution_count": 304, + "execution_count": 141, "id": "851f5deb", "metadata": {}, "outputs": [ @@ -12784,7 +12784,7 @@ "Index(['Confirmed_Case', 'Recovered_Case', 'DeathCase_Case'], dtype='object')" ] }, - "execution_count": 304, + "execution_count": 141, "metadata": {}, "output_type": "execute_result" } @@ -12795,23 +12795,23 @@ }, { "cell_type": "code", - "execution_count": 305, + "execution_count": 142, "id": "fb159a2f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 305, + "execution_count": 142, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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" ] @@ -12834,7 +12834,7 @@ }, { "cell_type": "code", - "execution_count": 306, + "execution_count": 143, "id": "09c8ef7e", "metadata": {}, "outputs": [ @@ -12934,7 +12934,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 306, + "execution_count": 143, "metadata": {}, "output_type": "execute_result" } @@ -12945,7 +12945,7 @@ }, { "cell_type": "code", - "execution_count": 307, + "execution_count": 144, "id": "a1feb443", "metadata": {}, "outputs": [], @@ -12955,7 +12955,7 @@ }, { "cell_type": "code", - "execution_count": 308, + "execution_count": 145, "id": "dd3de74a", "metadata": {}, "outputs": [ @@ -13055,7 +13055,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 308, + "execution_count": 145, "metadata": {}, "output_type": "execute_result" } @@ -13066,7 +13066,7 @@ }, { "cell_type": "code", - "execution_count": 309, + "execution_count": 146, "id": "07f485e9", "metadata": {}, "outputs": [], @@ -13076,7 +13076,7 @@ }, { "cell_type": "code", - "execution_count": 310, + "execution_count": 147, "id": "8a21defa", "metadata": {}, "outputs": [ @@ -13086,7 +13086,7 @@ "Index(['Date', 'Cases'], dtype='object')" ] }, - "execution_count": 310, + "execution_count": 147, "metadata": {}, "output_type": "execute_result" } @@ -13097,7 +13097,7 @@ }, { "cell_type": "code", - "execution_count": 311, + "execution_count": 148, "id": "4113e6f3", "metadata": {}, "outputs": [ @@ -13204,7 +13204,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 311, + "execution_count": 148, "metadata": {}, "output_type": "execute_result" } @@ -13215,7 +13215,7 @@ }, { "cell_type": "code", - "execution_count": 312, + "execution_count": 149, "id": "d9b3e832", "metadata": {}, "outputs": [ @@ -13225,7 +13225,7 @@ "Text(0.5, 1.0, 'Daily Infection Cases')" ] }, - "execution_count": 312, + "execution_count": 149, "metadata": {}, "output_type": "execute_result" }, @@ -13247,7 +13247,7 @@ }, { "cell_type": "code", - "execution_count": 313, + "execution_count": 150, "id": "4bf8cb96", "metadata": {}, "outputs": [ @@ -13354,7 +13354,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 313, + "execution_count": 150, "metadata": {}, "output_type": "execute_result" } @@ -13365,7 +13365,7 @@ }, { "cell_type": "code", - "execution_count": 314, + "execution_count": 151, "id": "75a34937", "metadata": { "scrolled": true @@ -13474,7 +13474,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 314, + "execution_count": 151, "metadata": {}, "output_type": "execute_result" } @@ -13501,7 +13501,7 @@ }, { "cell_type": "code", - "execution_count": 315, + "execution_count": 152, "id": "412d0ca0", "metadata": {}, "outputs": [ @@ -13903,7 +13903,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 315, + "execution_count": 152, "metadata": {}, "output_type": "execute_result" } @@ -13914,7 +13914,7 @@ }, { "cell_type": "code", - "execution_count": 316, + "execution_count": 153, "id": "8697bf97", "metadata": {}, "outputs": [], @@ -13924,7 +13924,7 @@ }, { "cell_type": "code", - "execution_count": 317, + "execution_count": 154, "id": "15b25a40", "metadata": {}, "outputs": [ @@ -14326,7 +14326,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 317, + "execution_count": 154, "metadata": {}, "output_type": "execute_result" } @@ -14337,7 +14337,7 @@ }, { "cell_type": "code", - "execution_count": 318, + "execution_count": 155, "id": "2b08230a", "metadata": {}, "outputs": [], @@ -14347,7 +14347,7 @@ }, { "cell_type": "code", - "execution_count": 319, + "execution_count": 156, "id": "6e11bbe2", "metadata": {}, "outputs": [ @@ -14763,7 +14763,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 319, + "execution_count": 156, "metadata": {}, "output_type": "execute_result" } @@ -14774,7 +14774,7 @@ }, { "cell_type": "code", - "execution_count": 320, + "execution_count": 157, "id": "833deac5", "metadata": {}, "outputs": [], @@ -14785,7 +14785,7 @@ }, { "cell_type": "code", - "execution_count": 321, + "execution_count": 158, "id": "44081a10", "metadata": {}, "outputs": [ @@ -14807,7 +14807,7 @@ "Length: 201, dtype: float64" ] }, - "execution_count": 321, + "execution_count": 158, "metadata": {}, "output_type": "execute_result" } @@ -14818,7 +14818,7 @@ }, { "cell_type": "code", - "execution_count": 322, + "execution_count": 159, "id": "94217836", "metadata": {}, "outputs": [], @@ -14829,7 +14829,7 @@ }, { "cell_type": "code", - "execution_count": 323, + "execution_count": 160, "id": "ea8a73d5", "metadata": {}, "outputs": [ @@ -14839,7 +14839,7 @@ "103799897.0" ] }, - "execution_count": 323, + "execution_count": 160, "metadata": {}, "output_type": "execute_result" } @@ -14850,7 +14850,7 @@ }, { "cell_type": "code", - "execution_count": 324, + "execution_count": 161, "id": "33b14fe2", "metadata": {}, "outputs": [], @@ -14860,7 +14860,7 @@ }, { "cell_type": "code", - "execution_count": 325, + "execution_count": 162, "id": "2ecd6172", "metadata": {}, "outputs": [ @@ -14870,7 +14870,7 @@ "'3/9/23'" ] }, - "execution_count": 325, + "execution_count": 162, "metadata": {}, "output_type": "execute_result" } @@ -14890,7 +14890,7 @@ }, { "cell_type": "code", - "execution_count": 326, + "execution_count": 163, "id": "455faf9b", "metadata": {}, "outputs": [ @@ -15032,7 +15032,7 @@ "4 0.8 0.8 0 " ] }, - "execution_count": 326, + "execution_count": 163, "metadata": {}, "output_type": "execute_result" } @@ -15043,7 +15043,7 @@ }, { "cell_type": "code", - "execution_count": 327, + "execution_count": 164, "id": "cab35937", "metadata": { "collapsed": true @@ -15138,7 +15138,7 @@ "4 3374 46 " ] }, - "execution_count": 327, + "execution_count": 164, "metadata": {}, "output_type": "execute_result" } @@ -15149,7 +15149,7 @@ }, { "cell_type": "code", - "execution_count": 328, + "execution_count": 165, "id": "4b009630", "metadata": {}, "outputs": [], @@ -15159,7 +15159,7 @@ }, { "cell_type": "code", - "execution_count": 329, + "execution_count": 166, "id": "d223abd6", "metadata": {}, "outputs": [ @@ -15391,7 +15391,7 @@ "7 0.8 0.8 0 " ] }, - "execution_count": 329, + "execution_count": 166, "metadata": {}, "output_type": "execute_result" } @@ -15402,7 +15402,7 @@ }, { "cell_type": "code", - "execution_count": 330, + "execution_count": 167, "id": "73360281", "metadata": {}, "outputs": [], @@ -15412,7 +15412,7 @@ }, { "cell_type": "code", - "execution_count": 331, + "execution_count": 168, "id": "014d42f2", "metadata": {}, "outputs": [ @@ -15644,7 +15644,7 @@ "9 0.8 0.8 0 " ] }, - "execution_count": 331, + "execution_count": 168, "metadata": {}, "output_type": "execute_result" } @@ -15655,7 +15655,7 @@ }, { "cell_type": "code", - "execution_count": 332, + "execution_count": 169, "id": "2d1a94e0", "metadata": {}, "outputs": [], @@ -15666,7 +15666,7 @@ }, { "cell_type": "code", - "execution_count": 333, + "execution_count": 170, "id": "40068410", "metadata": {}, "outputs": [ @@ -16079,7 +16079,7 @@ "36 3 2 " ] }, - "execution_count": 333, + "execution_count": 170, "metadata": {}, "output_type": "execute_result" } @@ -16090,7 +16090,7 @@ }, { "cell_type": "code", - "execution_count": 334, + "execution_count": 171, "id": "c2ff1fc5", "metadata": { "scrolled": true @@ -16102,7 +16102,7 @@ }, { "cell_type": "code", - "execution_count": 335, + "execution_count": 172, "id": "987bd9e0", "metadata": {}, "outputs": [ @@ -16245,7 +16245,7 @@ "9 1737 49 " ] }, - "execution_count": 335, + "execution_count": 172, "metadata": {}, "output_type": "execute_result" } @@ -16256,7 +16256,7 @@ }, { "cell_type": "code", - "execution_count": 336, + "execution_count": 173, "id": "ae7ade59", "metadata": {}, "outputs": [], @@ -16267,7 +16267,7 @@ }, { "cell_type": "code", - "execution_count": 337, + "execution_count": 174, "id": "46c429f7", "metadata": {}, "outputs": [ @@ -16532,7 +16532,7 @@ "8 0.4 0.3 0.6 0 " ] }, - "execution_count": 337, + "execution_count": 174, "metadata": {}, "output_type": "execute_result" } @@ -16543,17 +16543,17 @@ }, { "cell_type": "code", - "execution_count": 338, + "execution_count": 175, "id": "d11e897b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 338, + "execution_count": 175, "metadata": {}, "output_type": "execute_result" }, @@ -16580,7 +16580,7 @@ }, { "cell_type": "code", - "execution_count": 339, + "execution_count": 176, "id": "3a2e4c07", "metadata": {}, "outputs": [], @@ -16590,7 +16590,7 @@ }, { "cell_type": "code", - "execution_count": 340, + "execution_count": 177, "id": "6c845faf", "metadata": {}, "outputs": [ @@ -16822,7 +16822,7 @@ "36 0.1 0.4 1 " ] }, - "execution_count": 340, + "execution_count": 177, "metadata": {}, "output_type": "execute_result" } @@ -16833,7 +16833,7 @@ }, { "cell_type": "code", - "execution_count": 341, + "execution_count": 178, "id": "20a92537", "metadata": {}, "outputs": [], @@ -16843,7 +16843,7 @@ }, { "cell_type": "code", - "execution_count": 342, + "execution_count": 179, "id": "972a4d7c", "metadata": {}, "outputs": [ @@ -17131,7 +17131,7 @@ "9 1.0 0.0 0.1 1 " ] }, - "execution_count": 342, + "execution_count": 179, "metadata": {}, "output_type": "execute_result" } @@ -17150,7 +17150,7 @@ }, { "cell_type": "code", - "execution_count": 343, + "execution_count": 180, "id": "3fb3f968", "metadata": {}, "outputs": [ @@ -17160,13 +17160,13 @@ "Text(0.5, 1.0, 'Regression Plot: Population Density vs. No. of Cases (Lab Confirmed)')" ] }, - "execution_count": 343, + "execution_count": 180, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -17187,7 +17187,7 @@ }, { "cell_type": "code", - "execution_count": 344, + "execution_count": 181, "id": "b6debb09", "metadata": {}, "outputs": [ @@ -17291,7 +17291,7 @@ "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 344, + "execution_count": 181, "metadata": {}, "output_type": "execute_result" } @@ -17302,7 +17302,7 @@ }, { "cell_type": "code", - "execution_count": 345, + "execution_count": 182, "id": "7294b37b", "metadata": {}, "outputs": [], @@ -17312,7 +17312,7 @@ }, { "cell_type": "code", - "execution_count": 346, + "execution_count": 183, "id": "37143fa9", "metadata": {}, "outputs": [ @@ -17322,7 +17322,7 @@ "413801074.72" ] }, - "execution_count": 346, + "execution_count": 183, "metadata": {}, "output_type": "execute_result" } @@ -17333,7 +17333,7 @@ }, { "cell_type": "code", - "execution_count": 347, + "execution_count": 184, "id": "a3b30137", "metadata": {}, "outputs": [], @@ -17343,7 +17343,7 @@ }, { "cell_type": "code", - "execution_count": 348, + "execution_count": 185, "id": "56a29596", "metadata": {}, "outputs": [ @@ -17353,7 +17353,7 @@ "15890000.0" ] }, - "execution_count": 348, + "execution_count": 185, "metadata": {}, "output_type": "execute_result" } @@ -17364,7 +17364,7 @@ }, { "cell_type": "code", - "execution_count": 349, + "execution_count": 186, "id": "11b80273", "metadata": {}, "outputs": [], @@ -17374,7 +17374,7 @@ }, { "cell_type": "code", - "execution_count": 350, + "execution_count": 187, "id": "e4af1fa4", "metadata": {}, "outputs": [ @@ -17384,7 +17384,7 @@ "96.15999064024857" ] }, - "execution_count": 350, + "execution_count": 187, "metadata": {}, "output_type": "execute_result" } @@ -17395,7 +17395,7 @@ }, { "cell_type": "code", - "execution_count": 351, + "execution_count": 188, "id": "2ef3bc08", "metadata": {}, "outputs": [], @@ -17408,7 +17408,7 @@ }, { "cell_type": "code", - "execution_count": 352, + "execution_count": 189, "id": "1ba5bae2", "metadata": {}, "outputs": [ @@ -17418,7 +17418,7 @@ "Index(['Year', 'Q1', 'Q2', 'Q3', 'Q4'], dtype='object')" ] }, - "execution_count": 352, + "execution_count": 189, "metadata": {}, "output_type": "execute_result" } @@ -17429,7 +17429,7 @@ }, { "cell_type": "code", - "execution_count": 353, + "execution_count": 190, "id": "263a27d3", "metadata": {}, "outputs": [], @@ -17440,7 +17440,7 @@ }, { "cell_type": "code", - "execution_count": 354, + "execution_count": 191, "id": "006ddaa7", "metadata": {}, "outputs": [ @@ -17544,7 +17544,7 @@ "2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 354, + "execution_count": 191, "metadata": {}, "output_type": "execute_result" } @@ -17555,7 +17555,7 @@ }, { "cell_type": "code", - "execution_count": 355, + "execution_count": 192, "id": "5960bb99", "metadata": {}, "outputs": [ @@ -17585,7 +17585,7 @@ }, { "cell_type": "code", - "execution_count": 356, + "execution_count": 193, "id": "3a65e340", "metadata": {}, "outputs": [ @@ -17883,7 +17883,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 356, + "execution_count": 193, "metadata": {}, "output_type": "execute_result" } @@ -17894,7 +17894,7 @@ }, { "cell_type": "code", - "execution_count": 357, + "execution_count": 194, "id": "6a616b1f", "metadata": {}, "outputs": [ diff --git a/covid19_confirmed_global.csv b/covid19_confirmed_global.csv deleted file mode 100644 index 7c16e250..00000000 --- a/covid19_confirmed_global.csv +++ /dev/null @@ -1,290 +0,0 @@ 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-Australian Capital Territory,Australia,-35.4735,149.0124,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,3,4,6,9,19,32,39,39,53,62,71,77,78,80,84,87,91,93,96,96,96,99,100,103,103,103,102,103,103,103,103,103,103,104,104,104,104,105,106,106,106,106,106,106,106,106,106,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,111,112,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,116,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,120,120,120,120,122,122,122,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,129,131,133,152,169,191,207,219,226,245,261,291,300,314,335,361,374,386,398,421,433,451,483,498,509,528,548,563,587,602,617,630,652,665,680,710,725,742,749,765,782,798,817,849,874,893,906,928,959,1011,1063,1101,1129,1162,1190,1231,1271,1296,1326,1358,1386,1437,1483,1518,1538,1571,1588,1612,1636,1664,1677,1701,1710,1719,1731,1741,1749,1759,1768,1775,1780,1788,1803,1816,1822,1840,1853,1866,1884,1893,1902,1917,1928,1943,1953,1965,1971,1996,2013,2027,2042,2053,2072,2087,2095,2103,2110,2117,2124,2130,2134,2142,2146,2153,2159,2165,2167,2175,2179,2179,2196,2197,2200,2204,2210,2222,2242,2260,2278,2291,2307,2365,2450,2552,2694,2765,2942,3186,3311,3559,3564,4010,4919,5323,5323,7054,8021,9553,9429,12300,13248,13248,15834,17378,19908,21174,22396,23761,23761,27618,28510,28472,29240,30634,31366,31941,33071,33933,34418,34976,35520,36031,36474,37023,37426,37875,38143,38432,38698,38698,39613,40113,40538,40946,41380,41755,42163,42720,43246,43768,44100,44651,45086,45662,46591,47247,48187,48670,49088,49541,50214,51244,51916,52944,53607,54149,54683,55321,56474,57278,58021,58687,59305,59881,60654,61857,63148,64219,65341,66267,67243,68257,69571,70659,71683,72571,73344,74017,75421,76537,77714,78696,79515,80229,80964,81821,81821,82970,85177,86102,86887,87634,88543,89510,90567,90567,92330,92330,93713,94486,95625,96854,97825,98760,99485,99485,100927,101899,101899,103220,103220,104941,105739,106705,107769,108830,109879,110846,111599,112407,113368,114564,115688,116905,117882,118728,119548,120638,121713,122718,123655,124477,125220,125828,126633,127556,128440,129263,130085,130664,130664,131938,132735,133582,134286,134286,134286,134286,136860,137664,138407,138919,139894,140519,140519,141660,142629,143656,144597,145457,146264,147096,147942,148996,150123,151113,152199,153012,153939,155047,156472,157678,158826,160133,161158,162259,163404,164870,166162,167863,168983,169928,171071,172245,173590,174957,176165,176165,178225,179112,180333,181294,182701,183592,184636,185348,186138,187087,188191,189191,190198,190917,191473,191457,192138,192994,193557,194215,194705,195115,195621,196098,196642,197094,197561,197883,198193,198480,198866,199292,199673,199919,199919,200357,200570,200828,201089,201338,201579,201789,201956,202107,202308,202543,202737,202895,202895,203199,203320,203476,203613,203786,203786,203680,203680,203680,203680,203680,203680,204471,204397,204397,204397,204397,204397,204397,205128,205128,205128,205128,205128,205128,205128,205752,205752,205752,205752,205752,205752,205752,205752,206285,206285,206285,206285,206285,206285,206938,206938,206938,206938,206938,206938,206938,207667,207667,207667,207667,207667,207667,207667,208495,208495,208495,208495,208495,208495,208495,209414,209414,209414,209414,209414,209414,209414,210609,210609,210609,210609,210609,210609,210609,212092,212092,212092,212092,212092,212092,212092,212092,212092,212092,212092,212092,209414,209414,216088,216088,216088,216088,216088,216088,216088,218698,218698,218698,218698,218698,218698,218698,221718,221718,221718,221718,221718,221718,221718,224902,224902,224902,224902,224902,224902,224902,224902,224902,224902,224902,224902,224902,224902,228422,228422,228422,228422,228422,228422,228422,229434,229434,229434,229434,229434,229434,229434,230238,230238,230238,230238,230238,230238,230238,230820,230820,230820,230820,230820,230820,230820,230820,230607,230607,230607,230607,230607,230607,231041,231041,231041,231041,231041,231041,231041,231041,231529,231529,231529,231529,231529,231529,232018,232018,232018,232018,232018,232018,232018,232619,232619,232619,232619,232619,232619,232619,232974 -New South Wales,Australia,-33.8688,151.2093,0,0,0,0,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,6,6,13,22,22,26,28,38,48,55,65,65,92,112,134,171,210,267,307,353,436,669,669,818,1029,1219,1405,1617,1791,2032,2032,2182,2298,2389,2493,2580,2637,2686,2734,2773,2822,2857,2857,2863,2870,2886,2897,2926,2936,2957,2963,2969,2971,2976,2982,2994,3002,3004,3016,3016,3025,3030,3035,3033,3035,3042,3044,3047,3051,3053,3053,3053,3059,3063,3071,3074,3075,3076,3078,3081,3082,3084,3086,3087,3090,3092,3089,3090,3092,3092,3095,3098,3104,3104,3106,3110,3110,3109,3112,3114,3117,3117,3115,3119,3128,3131,3134,3135,3137,3143,3144,3149,3151,3150,3159,3162,3168,3174,3177,3184,3189,3203,3211,3211,3405,3419,3429,3433,3440,3453,3467,3474,3478,3492,3505,3517,3527,3535,3550,3568,3588,3599,3614,3633,3640,3654,3668,3685,3699,3718,3736,3756,3773,3784,3797,3809,3820,3832,3842,3851,3861,3875,3897,3915,3927,3936,3945,3950,3957,3959,3966,3971,3972,3981,3985,3988,3991,3997,4006,4019,4033,4040,4050,4063,4079,4091,4099,4104,4114,4118,4126,4135,4142,4152,4157,4166,4170,4177,4185,4190,4196,4198,4200,4204,4206,4212,4213,4217,4218,4218,4218,4220,4224,4227,4231,4232,4234,4235,4246,4249,4261,4271,4273,4278,4284,4295,4310,4321,4326,4333,4338,4342,4347,4357,4363,4370,4375,4382,4386,4398,4406,4411,4417,4421,4425,4432,4435,4443,4445,4454,4459,4462,4469,4469,4469,4469,4469,4469,4486,4498,4502,4509,4514,4517,4527,4538,4542,4548,4552,4552,4556,4564,4568,4577,4582,4588,4597,4603,4605,4610,4614,4620,4622,4624,4633,4639,4642,4645,4650,4657,4666,4682,4712,4748,4771,4789,4805,4823,4832,4847,4858,4872,4881,4906,4923,4928,4947,4958,4965,4973,4978,4984,4995,5001,5007,5018,5034,5041,5043,5045,5057,5066,5074,5076,5079,5084,5083,5084,5087,5090,5091,5093,5096,5099,5101,5104,5110,5112,5114,5117,5117,5119,5120,5123,5125,5129,5132,5134,5136,5138,5138,5139,5143,5143,5145,5146,5149,5150,5154,5155,5162,5166,5172,5177,5180,5183,5189,5193,5205,5207,5209,5210,5215,5220,5226,5234,5234,5237,5240,5242,5249,5251,5256,5259,5261,5266,5270,5273,5277,5278,5281,5281,5283,5288,5291,5296,5296,5299,5300,5303,5310,5316,5318,5320,5324,5330,5339,5344,5347,5356,5363,5370,5376,5384,5387,5395,5402,5418,5419,5420,5428,5440,5449,5464,5477,5481,5484,5489,5496,5506,5516,5521,5527,5533,5538,5542,5546,5551,5552,5555,5558,5560,5563,5565,5567,5567,5568,5570,5572,5574,5576,5576,5579,5580,5585,5587,5587,5588,5590,5590,5590,5595,5600,5605,5607,5610,5611,5612,5613,5619,5623,5626,5629,5631,5637,5642,5649,5655,5666,5684,5695,5725,5756,5778,5798,5826,5854,5886,5926,5942,5979,5997,6025,6064,6109,6161,6243,6359,6452,6551,6618,6716,6833,6942,7042,7121,7233,7357,7492,7651,7792,7943,8118,8294,8531,8703,8915,9153,9360,9562,9795,10063,10354,10662,10917,11201,11558,11902,12245,12629,13092,13503,13978,14416,15043,15717,16353,17173,17995,18800,19545,20466,21471,22346,23372,24585,25857,27026,28111,29390,30807,32323,33792,35064,36267,37724,39108,40616,42219,43436,44674,45782,47007,48341,49611,50919,51986,52922,53898,54919,55962,56988,57983,58931,59709,60561,61420,62353,63212,64014,64668,65279,65876,66456,67024,67669,68246,68712,69205,69552,69993,70391,70781,71099,71399,71658,71923,72202,72560,72899,73212,73500,73785,74057,74362,74634,74887,75112,75278,75407,75578,75766,76073,76314,76580,76824,76988,77207,77417,77671,77951,78200,78393,78556,78766,78994,79254,79468,79646,79821,79997,80163,80408,80681,80938,81170,81355,81499,81674,81916,82180,82514,82837,83118,83321,83572,83967,84384,84895,85447,85924,86453,87248,88595,90333,92532,95000,97558,100040,103073,106810,112496,118074,124322,130701,137011,143042,154191,166373,187504,210051,228307,249064,272160,307214,342133,380550,425593,455529,475731,501389,536025,628289,690758,738891,773447,802690,832520,864817,895004,919876,939615,960099,975564,994277,1015495,1033364,1083622,1103219,1121481,1139787,1086483,1098290,1110567,1121265,1129418,1137311,1144748,1154133,1164346,1174476,1183196,1191283,1197969,1197772,1212157,1222461,1232370,1241579,1249104,1254643,1259503,1268170,1277082,1285301,1292781,1299750,1305734,1311556,1320379,1330995,1342280,1351710,1361680,1370440,1379425,1392422,1405566,1421796,1435768,1448586,1461656,1470546,1481203,1511588,1531630,1551598,1570591,1587348,1602275,1623168,1647233,1671995,1695597,1715381,1732801,1749000,1770374,1795558,1817625,1843078,1863375,1880117,1895689,1914764,1938880,1961044,1981387,1998901,2014552,2028020,2043185,2061416,2079216,2094537,2108012,2117659,2128733,2139530,2154919,2172295,2187511,2200063,2211139,2219043,2228872,2241017,2254742,2266604,2278053,2287281,2294900,2304435,2316269,2334360,2345156,2356642,2365484,2373235,2383412,2395359,2407720,2419692,2430624,2439636,2447877,2458811,2471023,2481957,2492007,2501574,2510058,2517185,2525905,2534852,2545751,2554405,2561865,2568373,2574203,2581518,2589877,2597439,2604827,2611404,2616540,2620999,2627377,2635180,2643350,2650858,2657087,2662465,2667026,2672176,2679407,2688494,2696819,2704914,2711234,2717292,2725064,2734519,2743680,2752776,2761005,2768461,2775310,2783915,2794932,2806385,2817248,2828309,2837155,2846098,2856570,2870282,2883560,2896270,2907681,2916337,2923798,2934596,2945218,2959333,2971525,2982583,2992755,3002504,3016037,3031246,3045062,3063719,3078551,3091346,3102071,3116121,3132294,3147857,3162719,3176133,3187107,3196501,3207182,3223819,3238095,3250979,3262915,3272928,3280561,3290453,3301777,3312255,3321760,3329963,3336902,3342373,3349487,3357506,3365632,3372497,3378587,3382897,3387881,3393432,3400100,3405870,3411500,3416226,3420381,3423756,3428015,3433433,3438117,3442274,3445866,3448746,3451076,3454061,3457721,3461037,3463759,3463759,3463759,3463759,3463759,3463759,3463759,3481151,3481151,3481151,3481151,3481151,3481151,3481151,3495306,3495306,3495306,3495306,3495306,3495306,3495306,3507880,3507880,3507880,3507880,3507880,3507880,3507880,3518633,3518633,3518633,3518633,3518633,3518633,3518633,3530443,3530443,3530443,3530443,3530443,3530443,3530443,3539264,3539264,3539264,3539264,3539264,3539264,3539264,3549295,3549295,3549295,3549295,3549295,3549295,3549295,3561735,3561735,3561735,3561735,3561735,3561735,3561735,3581110,3581110,3581110,3581110,3581110,3581110,3581110,3608974,3608974,3608974,3608974,3608974,3608974,3608974,3640480,3640480,3640480,3640480,3640480,3640480,3640480,3678261,3678261,3678261,3678261,3678261,3678261,3678261,3718440,3718440,3718440,3718440,3718440,3718440,3718440,3759120,3759120,3759120,3759120,3759120,3759120,3759120,3797451,3797451,3797451,3797451,3797451,3797451,3797451,3825104,3825104,3825104,3825104,3825104,3825104,3825104,3844878,3844878,3844878,3844878,3844878,3844878,3844878,3858737,3858737,3858737,3858737,3858737,3858737,3858737,3867791,3867791,3867791,3867791,3867791,3867791,3867791,3875438,3875438,3875438,3875438,3875438,3875438,3875438,3882001,3882001,3882001,3882001,3882001,3882001,3882001,3888402,3888402,3888402,3888402,3888402,3888402,3888402,3894431,3894431,3894431,3894431,3894431,3894431,3894431,3900969,3900969,3900969,3900969,3900969,3900969,3900969,3908129,3908129,3908129,3908129,3908129,3908129,3908129,3915992 -Northern Territory,Australia,-12.4634,130.8456,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,1,1,1,1,1,1,1,1,1,3,3,5,5,6,6,12,12,15,15,15,17,19,21,22,26,27,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,27,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,30,30,30,30,30,30,30,30,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,37,37,38,38,38,38,38,39,39,39,39,39,40,41,42,42,46,46,46,46,46,46,46,46,46,46,47,48,49,52,52,52,52,53,53,59,59,59,59,59,61,61,61,62,62,62,63,66,66,68,68,69,71,71,71,71,73,73,73,73,73,74,74,74,75,75,81,81,81,87,87,88,90,90,90,90,91,93,93,93,93,93,93,95,96,97,98,98,98,98,98,98,98,98,98,98,98,98,99,99,101,102,102,102,102,102,102,102,103,103,103,103,103,103,104,104,104,104,104,104,104,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,106,106,106,106,106,106,106,106,106,106,106,107,108,108,108,108,109,111,112,112,112,112,112,112,112,112,112,112,112,113,113,113,119,119,129,132,136,149,159,160,164,164,165,165,166,166,166,166,166,166,167,167,167,167,167,167,167,167,167,169,169,169,169,170,170,170,170,171,171,171,171,172,172,173,173,173,173,173,173,173,173,173,173,174,174,174,174,174,175,175,175,175,175,175,176,176,176,176,177,177,177,178,181,181,184,184,185,185,185,185,185,185,185,185,186,188,188,188,189,189,189,190,191,191,191,191,191,191,191,191,192,192,192,192,197,197,197,199,200,200,198,198,198,199,199,199,199,199,199,199,199,199,200,200,200,200,200,200,200,200,200,200,200,201,201,202,201,202,202,202,202,202,202,202,203,203,203,203,203,203,203,203,203,204,204,204,204,206,206,206,208,208,208,208,209,209,210,211,211,212,212,212,212,212,212,213,214,214,215,215,216,222,222,224,225,225,225,225,225,225,225,225,225,225,225,225,225,225,225,225,225,225,226,227,228,229,229,230,230,231,231,231,232,231,243,250,245,253,252,262,265,266,280,278,281,283,285,286,288,292,290,292,293,294,297,299,299,299,306,307,306,328,313,328,343,351,348,360,360,371,376,393,393,414,414,444,448,474,496,572,572,624,624,880,883,985,1642,1505,1938,2642,2737,3429,4452,4610,5290,6000,6409,7318,7318,7731,8219,8676,9047,9645,9702,10721,11355,12309,18916,21764,23189,24311,25512,18083,19149,21423,21560,23258,24350,25612,25612,26767,29230,29989,29815,30582,31639,33606,33563,35339,35321,35782,36986,37692,37538,38280,39535,39535,39903,40824,40824,41433,42658,42967,43194,43429,43866,43866,43986,44513,44711,44862,45059,45354,45469,45690,45948,46037,46188,46360,46701,47004,47344,47679,47660,48226,48505,48913,48900,49400,50378,50713,51022,51323,51849,52334,52847,53364,53364,54226,54601,54601,55612,56146,56594,56957,57297,57683,58158,58745,58703,59876,59876,60699,60698,61393,61393,62487,62907,63289,63289,63568,64151,64540,64983,64983,65659,65881,66083,66427,66760,66771,67094,67659,67659,68139,68481,68830,68824,69386,69609,69789,69942,70178,70455,70784,71036,71223,71398,71599,71867,72098,72311,72489,72679,72804,72804,73169,73417,73665,73665,74046,74209,74317,74485,74722,74722,74982,75469,75649,75814,76039,76283,76541,76541,76993,77210,77419,77419,77720,78407,78709,78938,79194,79439,79780,80120,80442,80820,81173,81448,81771,82252,82702,83192,83684,84105,84568,85034,85705,86345,87009,87530,87949,88303,88636,89164,89164,90094,90467,90761,90995,91223,91459,91825,92182,92419,92641,92641,92929,93124,93124,93315,93660,93823,93934,94032,94032,94396,94396,94532,94730,94795,94893,95029,95156,95239,95344,95431,95483,95549,95656,95765,95765,95971,95971,95971,96142,96252,96324,96399,96399,96447,96447,96447,96447,96447,96447,96447,96768,96768,96768,96768,96768,96768,97080,97080,97080,97080,97080,97080,97080,97080,97483,97483,97483,97483,97483,97483,97711,97711,97711,97711,97711,97711,97711,97958,97958,97958,97958,97958,97958,97958,98225,98225,98225,98225,98225,98225,98225,98225,98498,98498,98498,98498,98498,98498,98763,98763,98763,98763,98763,98763,98763,99128,99128,99128,99128,99128,99128,99128,99410,99410,99410,99410,99410,99410,99410,99737,99737,99737,99737,99737,99737,99737,100490,100490,100490,100490,100490,100490,100490,101312,101312,101312,101312,101312,101312,101312,102149,102149,102149,102149,102149,102149,102149,102787,102787,102787,102787,102787,102787,102787,103002,103002,103002,103002,103002,103002,103002,103561,103561,103561,103561,103561,103561,103561,103914,103914,103914,103914,103914,103914,103914,104234,104234,104234,104234,104234,104234,104234,104415,104415,104415,104415,104415,104415,104415,104566,104566,104566,104566,104566,104566,104566,104725,104725,104725,104725,104725,104725,104725,104825,104825,104825,104825,104825,104825,104825,104931,104931,104931,104931,104931,104931,104931,105021,105021,105021,105021,105021,105021,105021,105111 -Queensland,Australia,-27.4698,153.0251,0,0,0,0,0,0,0,1,3,2,3,2,2,3,3,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,9,9,9,11,11,13,13,13,15,15,18,20,20,35,46,61,68,78,94,144,184,221,259,319,397,443,493,555,625,656,689,743,781,835,873,900,907,921,934,943,953,965,974,983,987,998,999,1001,1007,1015,1019,1019,1024,1024,1026,1026,1026,1030,1033,1034,1033,1033,1034,1035,1038,1043,1043,1045,1045,1045,1045,1045,1051,1052,1051,1054,1055,1055,1057,1057,1058,1058,1058,1060,1061,1056,1057,1058,1058,1058,1058,1058,1058,1059,1059,1060,1060,1061,1061,1062,1062,1062,1063,1064,1065,1065,1065,1065,1066,1066,1066,1066,1066,1066,1066,1066,1066,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1068,1068,1068,1068,1070,1070,1071,1071,1071,1071,1071,1071,1071,1072,1072,1073,1074,1076,1076,1076,1076,1076,1078,1082,1083,1084,1085,1085,1085,1088,1088,1087,1088,1088,1089,1089,1089,1089,1091,1091,1091,1091,1091,1092,1093,1094,1103,1105,1106,1106,1107,1110,1113,1117,1121,1122,1124,1126,1128,1128,1129,1131,1133,1134,1143,1143,1145,1149,1149,1149,1150,1149,1150,1150,1150,1152,1153,1153,1153,1153,1153,1156,1157,1157,1157,1157,1157,1160,1160,1160,1160,1160,1160,1160,1160,1161,1161,1161,1161,1161,1162,1164,1164,1164,1164,1164,1165,1165,1167,1167,1167,1167,1167,1169,1169,1172,1171,1172,1172,1175,1177,1177,1177,1177,1177,1177,1178,1179,1182,1183,1185,1185,1185,1186,1187,1190,1190,1192,1193,1196,1197,1197,1197,1198,1199,1201,1201,1202,1205,1206,1208,1210,1212,1215,1221,1221,1225,1224,1226,1226,1227,1228,1229,1230,1233,1232,1234,1235,1235,1236,1238,1240,1241,1241,1246,1248,1250,1253,1253,1255,1255,1260,1262,1263,1265,1274,1274,1274,1278,1281,1283,1287,1290,1291,1293,1294,1297,1299,1300,1303,1303,1303,1305,1305,1306,1307,1308,1309,1309,1310,1311,1311,1311,1309,1311,1312,1314,1315,1316,1317,1318,1320,1320,1320,1320,1320,1320,1321,1321,1321,1323,1323,1323,1324,1328,1329,1329,1331,1335,1335,1342,1344,1347,1349,1356,1362,1367,1373,1375,1379,1380,1386,1388,1394,1402,1411,1415,1417,1421,1422,1426,1429,1436,1443,1446,1456,1466,1467,1477,1485,1488,1489,1492,1491,1497,1500,1501,1502,1502,1504,1506,1508,1509,1515,1516,1518,1518,1518,1519,1520,1524,1525,1529,1531,1534,1550,1554,1559,1561,1564,1567,1568,1568,1571,1573,1576,1580,1580,1580,1583,1585,1585,1586,1589,1589,1591,1592,1592,1595,1597,1597,1605,1607,1611,1613,1615,1616,1618,1618,1618,1619,1621,1621,1630,1632,1632,1633,1634,1642,1642,1642,1650,1652,1655,1655,1661,1664,1664,1665,1670,1673,1674,1678,1679,1680,1683,1686,1690,1696,1700,1705,1714,1715,1723,1728,1729,1732,1732,1737,1738,1739,1742,1747,1752,1753,1754,1755,1757,1761,1761,1761,1764,1763,1770,1771,1770,1790,1791,1793,1800,1809,1824,1840,1859,1886,1896,1909,1918,1923,1926,1929,1940,1948,1955,1956,1955,1957,1961,1961,1962,1964,1964,1966,1972,1972,1972,1973,1977,1977,1979,1979,1980,1982,1982,1984,1985,1991,1991,1991,1992,1995,2002,2003,2007,2009,2010,2013,2014,2015,2015,2017,2018,2019,2021,2021,2022,2022,2022,2028,2029,2035,2039,2042,2043,2046,2048,2051,2056,2056,2059,2062,2063,2067,2067,2067,2068,2071,2071,2071,2071,2072,2077,2082,2082,2082,2082,2085,2086,2087,2089,2089,2089,2090,2090,2089,2092,2094,2095,2098,2098,2099,2102,2105,2109,2106,2106,2109,2110,2110,2111,2112,2112,2112,2112,2113,2115,2117,2116,2117,2120,2125,2127,2130,2133,2139,2146,2152,2155,2155,2157,2157,2165,2167,2168,2176,2180,2188,2210,2227,2258,2297,2356,2442,2613,2977,2977,3563,4322,5033,6961,8534,10752,13863,13863,19707,19707,23941,36407,46731,57677,57677,86783,96341,116892,116879,153837,177454,177454,214602,214577,245633,265565,282336,298367,298194,325151,325150,344844,358336,369936,369807,390106,402656,406129,417689,427319,431859,438716,447145,452882,457583,462761,469663,475517,484186,487846,495157,498907,504193,507793,513387,519061,523947,528212,532255,537786,543921,549935,555287,559973,563498,566805,571258,572399,582696,584481,585499,585764,587356,603264,608063,612629,616937,620951,624608,628403,633972,640104,647290,653383,660484,666182,672275,681130,691564,702561,712260,721628,729336,737136,747434,758060,765308,776011,785417,793885,801592,811525,820041,831012,841085,849753,856879,863536,871410,880572,889316,896979,902836,907686,912820,919282,928268,937536,945593,952792,957675,962305,967435,974270,981974,986439,992324,997619,1002257,1007459,1015120,1023149,1030172,1036786,1041450,1046200,1052748,1060169,1067417,1071750,1080068,1084861,1089495,1110497,1117569,1123991,1130211,1136142,1140646,1143995,1149145,1154678,1159860,1164781,1168925,1171832,1174627,1178966,1183268,1187437,1191227,1194650,1197366,1199629,1203921,1208173,1212019,1215790,1219134,1221501,1224031,1228242,1232417,1236839,1241020,1245043,1248002,1251031,1255837,1260631,1265588,1270096,1274426,1277471,1280731,1285999,1287412,1292709,1298031,1303007,1306983,1311042,1316745,1322636,1328620,1334363,1339680,1343864,1348674,1355442,1362988,1369893,1376218,1382013,1388004,1394701,1404722,1414382,1426054,1435080,1442714,1448511,1454617,1463230,1471445,1478809,1488197,1506868,1512891,1517194,1528342,1534738,1540309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-South Australia,Australia,-34.9285,138.6007,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,5,5,7,7,7,7,7,9,9,16,19,20,29,29,37,42,50,67,100,134,170,170,235,257,287,299,305,337,367,367,396,407,407,411,411,415,420,428,429,429,429,433,433,433,435,435,435,435,437,438,438,438,438,438,438,438,438,438,438,438,438,438,438,438,439,439,439,439,439,439,439,439,439,439,439,439,439,439,439,439,439,439,439,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,443,443,443,443,443,443,443,443,443,443,443,443,443,443,443,443,444,444,444,444,444,444,444,446,447,447,447,447,447,448,448,449,451,453,455,457,457,456,459,459,459,459,459,459,459,460,460,460,461,462,462,462,462,462,462,463,463,463,463,463,463,463,463,463,463,463,463,463,464,464,464,465,465,465,466,466,466,466,466,466,466,466,466,466,466,466,468,468,468,468,468,468,468,468,468,470,470,471,471,472,472,472,473,473,475,475,476,479,479,479,482,484,484,484,485,485,487,487,491,494,494,495,496,497,501,501,503,504,509,510,512,515,515,517,517,517,517,517,522,544,547,551,551,553,554,555,556,557,558,560,559,562,561,562,562,562,562,562,562,562,562,562,562,562,562,562,562,563,563,563,563,563,563,563,566,566,566,568,568,569,569,572,572,575,576,580,580,580,583,581,582,582,585,587,587,588,588,590,590,591,593,593,593,593,594,596,596,596,596,596,596,596,596,596,596,597,596,597,601,601,602,602,602,603,603,605,606,606,606,606,606,606,608,608,608,608,610,610,612,613,613,613,613,613,616,617,618,618,618,618,618,618,620,621,624,626,631,631,634,636,638,640,641,642,642,642,642,644,644,645,648,650,650,655,655,656,658,658,659,661,661,662,663,665,665,666,666,666,675,677,678,682,682,682,688,691,693,702,703,704,705,719,720,719,722,724,725,727,730,733,733,735,738,738,740,740,740,741,741,741,742,742,742,746,746,747,748,748,748,749,750,752,752,752,752,754,754,754,760,760,761,762,764,767,769,769,770,771,774,775,775,776,780,781,784,785,788,788,788,788,792,789,791,794,796,801,807,807,809,810,813,813,813,813,814,816,818,819,821,821,823,825,831,831,832,838,840,846,850,851,855,856,856,857,859,859,859,859,862,863,866,866,866,866,866,868,868,868,868,868,868,868,868,868,868,868,869,869,869,869,870,870,870,870,870,871,871,871,871,871,875,877,879,880,881,888,889,891,891,892,894,895,896,896,898,898,898,898,898,898,899,900,900,900,901,901,901,901,901,902,904,905,906,907,907,907,908,909,910,913,914,914,914,914,915,915,915,916,916,917,917,917,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,919,920,920,920,921,921,921,922,922,922,922,922,922,926,931,931,931,932,932,952,953,957,962,972,971,975,976,983,991,1008,1021,1020,1057,1081,1145,1143,1216,1401,1513,1554,1747,2229,2917,3550,4324,5162,6160,7625,11078,11078,15476,15473,18021,21255,27815,31520,31513,35786,40627,47725,50905,54408,55145,62511,71442,75222,75222,81783,84920,89043,94081,97612,100028,103175,104550,109555,110332,115298,117002,118967,120233,121956,123539,124839,126932,128221,130602,131898,133569,118448,121532,121701,124424,125451,126708,126811,129943,129943,131612,133034,135448,137087,137087,139136,142901,142901,144789,147871,149704,149704,154481,156703,158707,160520,160520,164675,164675,170346,170346,175679,177881,180412,183191,183191,186743,191573,196308,200353,207490,211176,211753,222149,226698,227182,231536,239948,240617,245469,251561,257567,263402,268518,273233,284451,290824,297732,304102,308879,314508,320753,325154,330140,337601,341663,346512,350464,350464,359350,364513,369418,374771,374771,378572,385770,389539,389539,398505,402538,406475,409717,413321,416371,416371,424182,427205,424182,430466,436318,440223,444522,449227,449227,453773,457676,464841,468607,472745,477237,481125,484426,487511,490800,494284,498300,502166,505292,507966,510239,512623,515349,518852,521160,523875,526470,526470,531052,533867,536889,539750,542157,544639,544639,548777,551400,554174,557199,559972,559972,562327,566507,568884,571654,574433,577073,579405,579405,583665,586389,589324,592558,595398,598168,600593,603257,606638,610745,614675,618429,618429,624844,624799,631935,636573,641312,641312,649889,653247,657528,661967,666858,672144,676777,680702,684152,684152,691671,696028,700121,703395,706353,708689,711189,711189,717162,720268,722731,724647,726276,727990,729945,729945,732008,735513,735513,736959,739189,739234,740679,743393,744489,745386,746080,746910,747842,747842,749665,750458,751084,751530,752136,752904,752904,753585,754249,755363,755748,755748,756189,757540,757540,758216,758840,758840,758840,758840,758840,758840,758840,762643,762643,762643,762643,762643,762643,765857,765857,765857,765857,765857,765857,765857,769187,768961,768961,768961,768961,768961,768961,771681,771681,771681,771681,771681,771681,771681,771681,772083,772083,772083,772083,772083,772083,777596,777596,777596,777596,777596,777596,777596,777596,780106,780106,780106,780106,780106,780106,780106,784599,784599,784599,784599,784599,784599,784599,784599,791713,791713,791713,791713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-Tasmania,Australia,-42.8821,147.3272,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,2,2,2,3,3,5,5,6,7,7,10,10,10,16,22,28,28,36,47,47,62,66,66,69,69,72,74,80,82,86,89,98,111,122,133,133,144,165,165,169,180,188,195,200,201,205,207,207,207,212,214,218,219,221,221,221,221,221,225,226,227,227,227,227,227,227,227,227,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,229,229,229,229,229,229,229,229,229,229,229,229,229,229,229,229,229,229,229,229,229,229,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,231,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,233,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,236,236,236,236,236,236,236,236,236,236,236,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,237,238,238,238,238,238,238,238,238,239,239,239,239,239,239,239,239,240,240,240,240,240,240,240,240,240,240,240,240,240,240,240,241,243,244,247,250,254,266,292,288,353,353,434,483,540,637,785,785,1613,1628,2259,3674,4422,5911,8133,9528,10713,12080,13649,14745,15938,17098,17970,19051,20361,21546,22648,23515,23924,24550,25282,25884,26604,27356,27983,28684,29319,29946,30645,31311,31967,32537,30788,31259,31702,32303,32877,33514,34052,34508,34862,35270,35784,36412,37087,37714,38299,38820,39390,40208,41049,41903,42735,43529,44205,44918,45862,46730,47847,48768,49708,50473,51245,52290,53390,54555,55696,56826,57755,58670,60041,61906,63858,65632,67175,68379,69526,71353,73342,75334,77110,78805,80300,82026,84298,86769,89244,91352,93192,94885,96610,99042,101435,103766,105715,107518,108869,110336,112310,114149,115910,117332,118656,119854,121217,122629,124442,125906,127142,128354,129265,130127,131083,132296,133496,134592,135641,136457,137359,138395,139468,140554,141647,142541,143267,144107,145182,146212,147252,148367,149292,150105,150983,152192,153361,154437,155385,156347,157127,157851,158774,159676,160620,161419,162155,162891,163357,164179,164972,165732,166454,167022,167551,168008,168769,169432,170052,170733,171322,171785,172237,172898,173756,174613,175411,176261,176857,177330,178317,179472,180507,181536,182500,183277,184078,185293,186464,187728,189244,190380,191442,192531,194140,195813,197541,199128,200639,201952,203398,205205,206988,208804,210533,212181,213593,213593,216683,218236,219909,219909,222670,223833,224888,226211,227489,228673,228673,229712,231240,231946,232890,233757,234604,235368,236010,236530,236989,237634,238296,238961,239466,239977,240346,240744,241256,241732,242172,242568,242887,243094,243302,243625,243939,244175,244474,244682,244858,245031,245283,245551,245768,245957,246135,246248,246348,246545,246706,246706,246706,246706,246706,246706,246706,246706,246706,246706,248012,248012,248012,248012,248012,248012,248012,248905,248905,248905,248905,248905,248905,248905,249621,249621,249621,249621,249621,249621,250332,250332,250332,250332,250332,250332,250332,250332,251023,251023,251023,251023,251023,251023,251023,251733,251733,251733,251733,251733,251733,251733,252630,252630,252630,252630,252630,252630,252630,253950,253950,253950,253950,253950,253950,253950,256075,256075,256075,256075,256075,256075,256075,258301,258301,258301,258301,258301,258301,258301,260950,260950,260950,260950,260950,260950,260950,264905,264905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-Victoria,Australia,-37.8136,144.9631,0,0,0,0,1,1,1,1,2,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,7,7,9,9,10,10,10,11,11,15,18,21,21,36,49,57,71,94,121,121,121,229,355,355,411,466,520,574,685,769,821,917,968,1036,1085,1115,1135,1158,1191,1212,1228,1241,1265,1268,1281,1291,1299,1299,1302,1319,1328,1329,1336,1336,1337,1343,1346,1349,1349,1354,1361,1364,1371,1384,1406,1423,1440,1454,1467,1468,1487,1496,1511,1514,1521,1540,1551,1558,1564,1573,1573,1581,1593,1593,1603,1605,1610,1618,1628,1634,1645,1649,1653,1663,1670,1678,1681,1681,1685,1687,1687,1691,1699,1703,1703,1720,1732,1741,1762,1780,1792,1792,1836,1847,1864,1884,1917,1947,1947,2028,2099,2159,2231,2303,2368,2368,2536,2660,2824,2942,3098,3397,3560,3799,3967,4224,4448,4750,5165,5353,5696,5942,6289,6739,7125,7405,7744,8181,8696,9049,9304,9998,10577,10931,11557,11937,12335,13035,13469,13867,14283,14659,14957,15251,15646,15863,16234,16517,16764,17027,17238,17446,17683,17852,18029,18231,18330,18464,18608,18714,18822,18903,19015,19080,19138,19224,19336,19415,19479,19538,19574,19615,19688,19739,19767,19800,19835,19872,19911,19943,19970,20012,20034,20042,20051,20076,20100,20105,20118,20130,20145,20149,20158,20169,20183,20189,20197,20209,20220,20233,20237,20247,20257,20269,20281,20295,20307,20311,20315,20317,20317,20319,20319,20320,20323,20329,20330,20336,20343,20342,20341,20342,20344,20347,20347,20346,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20345,20350,20351,20352,20352,20352,20351,20352,20354,20356,20357,20360,20361,20361,20361,20361,20362,20364,20364,20365,20368,20376,20388,20391,20395,20399,20402,20402,20403,20404,20410,20411,20411,20414,20414,20414,20417,20424,20428,20432,20433,20433,20434,20437,20436,20442,20443,20444,20447,20448,20448,20448,20449,20450,20449,20452,20456,20456,20456,20456,20456,20458,20460,20465,20466,20469,20471,20475,20475,20476,20479,20479,20479,20479,20479,20479,20479,20481,20481,20481,20481,20481,20481,20481,20481,20482,20481,20482,20483,20483,20483,20483,20483,20483,20483,20483,20483,20483,20483,20483,20483,20483,20483,20483,20483,20483,20483,20483,20484,20484,20484,20484,20484,20484,20484,20484,20484,20484,20484,20484,20485,20485,20487,20487,20487,20492,20492,20494,20494,20498,20499,20502,20504,20506,20508,20509,20509,20513,20515,20516,20518,20521,20522,20523,20524,20524,20526,20526,20527,20533,20535,20536,20537,20538,20539,20540,20544,20545,20545,20546,20546,20546,20546,20547,20549,20553,20563,20575,20581,20587,20593,20598,20609,20614,20617,20621,20627,20635,20646,20649,20650,20654,20655,20659,20660,20665,20668,20676,20678,20680,20683,20685,20694,20696,20697,20699,20702,20706,20708,20708,20710,20712,20712,20715,20713,20714,20716,20718,20718,20718,20719,20722,20722,20722,20725,20727,20737,20748,20767,20785,20799,20813,20837,20865,20879,20891,20903,20914,20924,20932,20939,20942,20944,20948,20950,20955,20955,20961,20967,20997,21010,21021,21041,21061,21079,21098,21119,21144,21166,21191,21215,21271,21328,21389,21455,21526,21577,21618,21694,21772,21835,21926,21996,22071,22187,22361,22570,22759,22942,23188,23429,23641,23964,24297,24747,25128,25591,26036,26439,26942,27439,27968,28456,29008,29596,30216,30961,31679,32515,33294,33967,34975,35904,37333,38476,39952,41128,42505,44251,45664,47266,49104,51012,52902,54470,55936,57470,59763,61869,63836,65674,67457,69206,70998,73151,75340,76886,78763,80152,81651,83185,84942,86563,87918,88930,90261,91217,92126,93339,94669,95917,97043,98130,99183,100162,101451,102566,103760,104665,105484,106262,107245,108231,109495,110662,111926,112942,113755,114943,116189,117544,118777,119815,120814,121727,122890,124299,125474,126839,127789,128849,130029,131325,132557,133734,134911,135959,137227,138409,139804,141415,142907,144411,145570,146859,148089,149595,151577,153631,155739,157347,159147,161845,165595,170732,176614,183976,191148,199576,213548,231126,252916,274390,325479,369362,404758,443787,485530,524391,561872,589546,618965,643000,664238,685007,700104,717692,734610,748418,760683,775888,789827,804121,817360,830604,841276,851689,863000,877553,889710,900950,908760,915929,924204,933989,943897,953288,961809,969033,976256,983360,991522,999671,974979,981724,987725,992592,998035,1004549,1011358,1017972,1024397,1030021,1035073,1040755,1047412,1054417,1061510,1067953,1073518,1078564,1084018,1091012,1097997,1105776,1112363,1118305,1123413,1128912,1136213,1145594,1155302,1164338,1171910,1178430,1185768,1195179,1205650,1215779,1224921,1233174,1240518,1249138,1259961,1271494,1282623,1293047,1302047,1310823,1320678,1332181,1343648,1354327,1365386,1374450,1382262,1391785,1401380,1410828,1420083,1429747,1438735,1446613,1454360,1461480,1471567,1482004,1491166,1498799,1505659,1513179,1522265,1532685,1542059,1552647,1561415,1561415,1576945,1586876,1597464,1609060,1619296,1628531,1637135,1647028,1659695,1673533,1687747,1700795,171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-Western 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-,Burkina 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-,Cabo 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-Alberta,Canada,53.9333,-116.5765,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,4,7,7,19,19,29,29,39,56,74,97,119,146,195,259,301,359,358,486,542,542,621,661,690,754,969,969,1075,1181,1250,1373,1373,1423,1451,1567,1567,1732,1870,1870,1996,2397,2562,2803,2908,3095,3401,3720,4017,4233,4480,4696,4850,5165,5355,5573,5670,5766,5836,5893,5963,6017,6098,6157,6253,6300,6345,6407,6457,6515,6587,6644,6683,6716,6735,6768,6800,6818,6860,6879,6901,6926,6955,6979,6992,7010,7044,7057,7076,7091,7098,7138,7138,7202,7229,7276,7316,7346,7383,7433,7453,7482,7530,7579,7625,7673,7704,7736,7781,7825,7851,7888,7957,7996,8067,8108,8108,8202,8259,8259,8259,8389,8436,8482,8519,8596,8596,8596,8826,8912,8994,9114,9219,9219,9219,9587,9728,9728,9975,10086,10086,10086,10390,10470,10603,10716,10843,10843,10843,10843,11146,11240,11296,11430,11430,11430,11687,11772,11893,11969,12053,12053,12053,12053,12419,12501,12501,12748,12748,12748,13006,13083,13210,13318,13476,13476,13476,13902,14066,14180,14310,14474,14474,14474,14474,15093,15093,15304,15415,15415,15415,15833,15957,16128,16274,16381,16381,16381,16739,16889,17032,17190,17343,17343,17343,17749,17909,18062,18235,18357,18357,18357,18935,19211,19354,19718,19995,19995,19995,19995,20956,21199,21443,21775,21775,21775,22673,22996,23402,23829,24261,24261,24261,25733,26155,26565,27042,27664,27664,27664,27664,29932,29932,30447,31858,32777,33504,34160,34873,35545,36405,37312,38338,39329,40189,40962,41692,42797,43952,45288,46872,48421,49536,50801,51878,53105,54836,56444,58177,59484,61169,63023,64851,66730,68566,70301,72028,73488,75054,76792,78382,80099,81986,83327,84597,86168,87581,88933,90219,91459,92480,93781,94788,95979,96893,97352,98269,99141,100428,100428,100428,100428,104228,105535,106378,107501,108469,109652,110641,111452,112091,112743,113618,114585,115370,116087,116837,117311,117767,118436,119114,119757,120330,120793,121535,121901,122360,122821,123364,123747,124208,124563,124831,125090,125672,126068,126416,126767,127036,127231,127570,127921,128235,128540,128824,129075,129338,129615,130030,130355,130735,131063,131336,131603,132033,132432,132788,133203,133504,133795,134052,134454,134785,135196,135537,135837,136119,136374,136773,137137,137562,138036,138424,138788,139143,139622,140127,140823,141379,141934,142390,142855,143547,144311,145028,145696,146340,146885,147461,148332,149207,149207,150307,150307,153194,154125,155476,156905,158426,159719,160902,162038,163119,164531,166177,167793,169279,170795,172186,173531,175230,177087,178777,180369,181806,183301,184840,186679,188727,190734,193167,194898,196910,198653,200924,203135,205115,207157,208790,210387,211836,213635,215193,216626,217821,218961,219682,220559,221467,222279,223011,223632,224195,224647,225034,225424,225937,226449,226855,227246,227509,227718,228128,228424,228668,228961,229192,229319,229458,229771,229949,230119,230298,230463,230578,230705,230858,231008,231132,231259,231359,231419,231476,231568,231641,231641,231641,231641,231850,231911,231987,231987,232097,232097,232097,232236,232269,232336,232359,232411,232411,232411,232501,232536,232582,232635,232676,232676,232676,232806,232875,232956,233062,233160,233160,233160,233547,233681,233875,234108,234295,234295,234295,234295,235038,235244,235641,236010,236010,236010,237027,237306,237807,238357,238939,238939,238939,240346,240753,241431,242248,242997,242997,242997,244969,245598,246674,247786,248954,248954,248954,252010,252930,254245,255584,256985,256985,256985,256985,261888,263054,264564,266037,266037,266037,270777,272211,273820,275538,277558,277558,277558,282191,283710,285046,286706,288357,288357,288357,293538,294784,296466,298172,299802,299802,299802,303839,304502,305765,307019,308275,308275,308275,308275,311633,312285,313201,314252,314252,314252,316433,316964,317750,318520,319176,319176,319176,320768,321210,321855,322386,322989,322989,322989,324199,324514,325001,325517,325983,325983,325983,327283,327705,328189,328189,329030,329030,329030,330098,330419,330831,331214,331626,331626,331626,332751,333004,333468,333847,334203,334203,334203,335009,335247,335677,336043,336392,336392,336392,337180,337420,337808,338141,338428,338428,338428,339291,339541,339997,340470,341023,341023,341023,342948,343734,345080,346705,346705,346705,346705,346705,346705,357623,361623,361623,361623,361623,361623,379374,384126,388995,395252,395252,395252,412829,417533,424322,430332,436495,436495,436495,452381,455660,459497,463024,466616,466616,466616,466616,477841,477841,484400,487436,487436,487436,493973,495953,498977,501347,503433,503433,503433,508051,509718,511402,512765,514165,514165,514165,516812,517650,518538,519351,519970,519970,519970,519970,519970,523104,523786,524381,524381,524381,525816,525816,526563,527102,527604,527604,527604,528717,529184,529736,530288,530761,530761,530761,532112,532571,533164,533783,534285,534285,534285,534285,534285,536166,536166,536166,536166,536166,536166,536166,540733,540733,540733,540733,540733,540733,540733,546247,546247,546247,546247,546247,54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-British 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-Diamond 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-Grand 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-New Brunswick,Canada,46.5653,-66.4619,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,6,8,11,11,11,17,17,17,18,18,33,45,51,66,68,70,81,91,91,91,98,103,105,105,108,112,112,114,116,116,117,117,117,117,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,122,123,126,128,129,132,132,133,135,136,136,136,137,146,147,151,153,154,157,157,160,163,164,164,164,164,164,164,165,165,165,165,165,165,165,165,165,165,165,165,165,165,165,165,166,166,166,166,166,167,168,168,168,168,169,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,174,176,176,176,176,176,177,178,180,180,184,186,186,186,186,186,188,188,189,189,190,190,190,191,191,191,191,191,192,192,192,192,192,192,192,192,193,193,193,193,194,194,194,194,194,194,194,196,196,197,199,200,200,200,200,200,200,200,200,201,201,203,205,222,225,238,258,272,278,284,292,292,297,297,310,313,313,319,322,324,326,328,331,334,337,341,342,343,344,344,344,347,349,350,353,354,355,355,355,356,358,364,367,375,379,388,392,401,424,430,445,450,453,465,477,481,495,501,508,514,520,528,530,534,536,541,542,546,554,555,557,558,559,567,573,573,578,574,578,580,585,587,588,590,592,593,595,596,599,601,611,618,635,662,693,717,735,765,779,800,817,836,859,884,911,947,973,1004,1025,1057,1087,1104,1124,1151,1161,1175,1202,1218,1230,1256,1264,1288,1302,1318,1325,1337,1344,1346,1361,1375,1377,1382,1398,1400,1401,1404,1407,1411,1417,1420,1424,1424,1424,1426,1427,1428,1430,1430,1431,1435,1438,1443,1447,1453,1455,1460,1460,1460,1462,1465,1465,1470,1471,1476,1477,1484,1486,1489,1490,1498,1505,1517,1546,1559,1571,1577,1588,1601,1613,1623,1632,1641,1652,1662,1665,1679,1686,1694,1713,1722,1732,1736,1752,1760,1767,1778,1788,1797,1797,1804,1823,1839,1847,1851,1858,1882,1890,1900,1915,1933,1939,1954,1958,1969,1980,1988,1996,2002,2013,2015,2024,2040,2045,2052,2063,2073,2083,2091,2098,2113,2115,2129,2144,2153,2163,2172,2181,2191,2200,2212,2215,2227,2243,2253,2262,2265,2266,2267,2280,2283,2284,2291,2298,2299,2302,2305,2309,2311,2316,2318,2318,2319,2320,2322,2323,2324,2325,2326,2329,2332,2332,2336,2336,2337,2338,2336,2336,2336,2336,2336,2336,2336,2336,2336,2343,2345,2345,2346,2346,2346,2346,2347,2350,2350,2350,2351,2352,2354,2358,2365,2365,2383,2383,2394,2396,2409,2414,2414,2434,2439,2447,2460,2471,2490,2490,2490,2530,2543,2559,2582,2614,2614,2614,2672,2687,2697,2705,2721,2721,2721,2760,2763,2774,2784,2798,2798,2798,2798,2852,2868,2885,2909,2909,2909,3031,3066,3129,3180,3237,3237,3237,3436,3501,3577,3629,3707,3768,3850,3936,4004,4088,4187,4272,4412,4505,4580,4670,4741,4857,4987,5087,5160,5258,5367,5449,5582,5669,5735,5793,5846,5896,5965,6032,6072,6112,6163,6185,6206,6263,6332,6380,6413,6445,6476,6516,6576,6615,6666,6716,6769,6813,6865,6934,7004,7069,7129,7194,7234,7268,7350,7422,7512,7579,7669,7731,7806,7893,7988,8087,8172,8217,8263,8318,8411,8506,8603,8680,8798,8869,8938,9049,9223,9366,9492,9604,9704,9813,9973,10150,10313,10446,10554,10672,10828,11065,11322,11587,11587,11587,12226,12532,13018,13590,14272,14272,14272,16820,17566,18345,19017,19857,20278,20479,20699,20890,21249,21553,21979,22388,22768,23173,23503,24001,24489,25003,25465,25465,26391,26741,26741,27649,28045,28442,28716,28885,29113,29494,29905,30306,30602,30756,31017,31276,31597,31948,32307,32610,32876,33066,33342,33647,33968,34222,34222,34222,34222,35370,35670,36035,36417,36417,36417,37482,37769,38155,38546,38937,38937,38937,40070,40312,40654,41109,41512,41512,41512,41512,42320,42320,42320,42320,42320,42320,42320,45101,45101,45101,45101,45101,45101,45101,48197,48197,48197,48197,51854,51854,51854,51854,51854,51854,51854,55812,55812,55812,55812,55812,55812,55812,58768,58768,58768,58768,58768,58768,58768,58768,58768,58768,58768,60756,60756,60756,60756,60756,60756,60756,62148,62148,62148,62148,62148,62148,62148,63486,63486,63486,63486,63486,63486,63486,64490,64490,64490,64490,64490,64490,64490,65258,65258,65258,65258,65258,65258,65258,65812,65812,65812,65812,65812,65812,65812,66345,66345,66345,66816,66816,66816,66816,66816,66816,66816,67241,67241,67241,67241,67241,67241,67241,67725,67725,67725,67725,67725,67725,67725,68493,68493,68493,68493,68493,68493,68493,68493,68493,68493,68493,68493,68493,69537,69537,69537,69537,69537,69537,69537,70541,70541,70541,70541,70541,70541,70541,71479,71479,71479,71479,71479,71479,71479,72226,72226,72226,72226,72226,72226,72226,72968,72968,72968,72968,72968,72968,72968,73643,73643,73643,73643,73643,73643,73643,74440,74440,74440,74440,74440,74440,74440,75152,75152,75152,75152,75152,75152,75152,75741,75741,75741,75741,75741,75741,75741,76316,76316,76316,76316,76316,76316,76316,76902,76902,76902,76902,76902,76902,76902,76902,76902,76902,77460,77460,77460,77460,78056,78056,78056,78056,78056,78056,78056,78687,78687,78687,78687,78687,78687,78687,78687,78687,78687,79434,79434,79434,79434,80126,80126,80126,80126,80126,80126,80126,80126,80126,80126,80715,80715,80715,80715,80715,80715,80715,80715,81269,81269,81269,81269,81269,81269,81787,81787,81787,81787,81787,81787,81787,82223,82223,82223,82223,82223,82223,82223,82819,82819,82819,82819,82819,82819,82819,83425,83425,83425,83425,83425,83425,83425,84244,84244,84244,84244,84891,84891,84891,84891,84891,84891,84891,84891,84891,84891,84891,84891,84891,84891,84891,84891,84891,85897,85897,85897,85897,85897,85897,85897,86418,86418,86418,86418,86418,86418,86418,86851,86851,86851,86851,86851,86851,86851,87172,87172,87172,87172,87172,87172,87172,87435,87435,87435,87435,87435,87435,87435,87774,87774,87774,87774,87774,87774,87774,88153,88153,88153,88153,88153,88153,88153,88503,88503,88503,88503,88503,88503,88503,88866,88866,88866,88866 -Newfoundland and Labrador,Canada,53.1355,-57.6604,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,3,4,6,9,24,35,35,82,102,120,135,148,152,175,183,183,195,217,226,228,232,236,239,241,242,244,244,247,252,256,256,256,256,256,256,256,256,257,258,258,258,258,258,259,259,259,259,259,259,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,262,262,262,262,262,262,262,262,262,262,262,263,264,264,265,265,266,266,266,266,266,266,266,266,266,266,266,266,267,267,267,268,268,268,268,268,268,268,268,268,268,268,268,268,268,268,268,268,268,269,269,269,269,269,269,269,269,270,270,270,270,270,270,270,271,271,271,271,271,271,272,272,272,272,272,272,272,272,272,273,273,273,274,275,275,276,277,277,277,277,277,279,282,282,283,283,283,284,287,287,287,287,287,287,288,288,289,290,291,291,291,291,291,291,291,291,291,292,294,294,296,297,297,297,298,298,299,301,303,303,305,307,308,311,316,319,321,323,324,327,331,333,337,338,339,340,340,343,347,351,351,352,353,354,355,358,358,359,359,364,367,372,380,382,382,383,384,384,384,384,387,389,390,390,390,390,390,390,391,392,392,392,392,392,393,393,393,393,394,395,395,396,396,396,396,397,398,398,398,398,398,400,404,408,408,408,408,408,410,411,412,415,416,427,457,510,610,660,686,697,704,711,755,803,863,901,926,939,954,962,972,976,980,987,989,994,997,1002,1003,1005,1006,1009,1010,1010,1011,1012,1012,1012,1012,1013,1013,1014,1014,1014,1014,1014,1014,1015,1015,1015,1015,1016,1016,1018,1019,1020,1020,1020,1020,1020,1020,1021,1022,1025,1029,1029,1030,1031,1034,1036,1039,1042,1043,1046,1048,1049,1052,1053,1056,1058,1062,1062,1066,1068,1076,1081,1099,1104,1108,1114,1120,1127,1133,1138,1141,1156,1166,1173,1179,1184,1193,1203,1209,1212,1216,1226,1230,1253,1258,1269,1273,1279,1293,1302,1309,1311,1317,1334,1340,1342,1347,1352,1354,1357,1360,1365,1368,1374,1375,1379,1381,1382,1383,1383,1383,1383,1383,1384,1384,1384,1384,1384,1384,1385,1385,1386,1386,1387,1387,1387,1400,1400,1400,1400,1402,1402,1402,1402,1407,1410,1433,1433,1433,1433,1437,1437,1437,1437,1437,1437,1437,1437,1437,1437,1437,1437,1437,1437,1440,1440,1441,1441,1443,1443,1443,1443,1443,1443,1443,1447,1447,1447,1450,1450,1456,1456,1458,1458,1458,1460,1460,1462,1462,1469,1469,1469,1478,1478,1486,1486,1491,1491,1491,1506,1511,1520,1520,1532,1532,1532,1541,1541,1551,1551,1555,1555,1555,1570,1586,1609,1609,1654,1668,1692,1717,1731,1747,1747,1788,1797,1805,1819,1824,1833,1840,1848,1848,1848,1848,1869,1873,1877,1881,1881,1881,1889,1889,1898,1898,1928,1928,1928,1964,1964,1984,1984,1992,1992,1992,1994,1994,1995,1995,2003,2003,2003,2012,2012,2019,2019,2025,2025,2025,2027,2027,2031,2031,2035,2035,2035,2038,2038,2042,2042,2048,2048,2048,2057,2057,2059,2059,2064,2064,2064,2071,2071,2076,2076,2078,2078,2078,2093,2093,2106,2106,2152,2175,2213,2240,2267,2327,2427,2512,2512,2512,2869,3063,3375,3724,4155,4597,5063,5582,6075,6554,7057,7537,7949,8316,9451,10201,10931,11617,12092,12406,12790,13032,13327,13838,14198,14522,14805,15166,15515,15811,16115,16493,16758,16966,17176,17359,17538,17786,17984,18242,18464,18574,18740,18950,19200,19443,19710,19954,20191,20365,20578,20757,21073,21307,21613,21737,21974,22220,22468,22755,23147,23443,23699,24026,24392,24781,25278,25728,26197,26529,26972,27507,28103,28783,29365,30100,30627,31070,31553,31553,32113,32113,32113,32113,33385,34607,34607,35293,35293,35293,35293,36254,37411,37411,38331,38331,38630,38630,39019,39693,39693,40336,40336,40336,40336,40336,40336,41587,42038,42038,42038,42038,42038,42761,42761,43129,43129,43129,43129,43401,43713,43713,43920,43920,43920,43920,44148,44345,44345,44529,44529,44529,44529,44741,44892,44892,45037,45037,45037,45037,45145,45145,45145,45409,45409,45409,45409,45409,45409,45409,45775,45775,45775,45775,45775,45775,46109,46183,46183,46183,46183,46183,46183,46183,46647,46647,46891,46891,46891,46891,46891,46891,46891,47353,47353,47353,47353,47353,47353,47353,47773,47773,47773,47773,47773,47773,47773,48179,48179,48179,48179,48179,48179,48179,48179,48179,48179,48179,48179,48179,48593,48593,48593,48593,48593,48593,48593,48954,48954,48954,48954,48954,48954,48954,49412,49412,49412,49412,49412,49412,49412,49748,49748,49748,49748,49748,49748,49748,50091,50091,50091,50091,50091,50091,50091,50430,50430,50430,50430,50430,50430,50430,50810,50810,50810,50810,50810,50810,50810,51111,51111,51111,51111,51111,51111,51111,51329,51329,51329,51329,51329,51329,51329,51446,51446,51446,51446,51446,51446,51446,51580,51580,51580,51580,51580,51580,51580,51580,51580,51580,51743,51743,51743,51743,51955,51955,51955,51955,51955,51955,51955,52111,52111,52111,52111,52111,52111,52111,52335,52335,52335,52335,52335,52335,52335,52552,52552,52552,52552,52552,52552,52552,52552,52552,52552,52802,52802,52802,52802,52802,52802,52802,52802,52973,52973,52973,52973,52973,52973,53150,53150,53150,53150,53150,53150,53150,53299,53299,53299,53299,53299,53299,53299,53465,53465,53465,53465,53465,53465,53465,53635,53635,53635,53635,53635,53635,53635,53785,53785,53785,53785,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,53914,54113,54113,54113,54113,54113,54113,54113,54113,54113,54113,54113,54113,54113,54113,54332,54332,54332,54332,54332,54332,54332,54332,54332,54332,54332,54332,54332,54332,54473,54473,54473,54473,54473,54473,54473,54473,54473,54473,54473,54473,54473,54473,54583,54583,54583,54583,54583,54583,54583,54583,54583,54583,54583,54583,54583,54583,54757,54757,54757,54757 -Northwest Territories,Canada,64.8255,-124.8457,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,2,2,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,8,8,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,20,21,21,21,22,22,23,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,25,25,28,28,30,30,31,31,31,31,31,31,31,31,31,31,31,31,32,32,32,32,32,32,32,33,34,38,38,38,38,38,38,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,45,46,48,48,48,51,51,51,51,51,51,52,59,71,85,98,99,99,99,102,112,114,115,121,121,121,121,125,126,126,127,127,127,127,127,127,127,127,127,127,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,129,129,129,130,130,130,130,131,131,131,131,131,133,146,202,259,259,300,329,329,329,351,358,377,395,400,400,400,452,461,475,486,499,499,499,499,522,540,563,591,591,591,647,679,695,720,749,749,749,807,834,852,882,918,918,918,970,1019,1059,1059,1143,1143,1143,1240,1305,1360,1411,1456,1456,1456,1456,1537,1580,1617,1638,1638,1638,1694,1712,1746,1763,1786,1786,1786,1826,1843,1860,1863,1863,1863,1871,1880,1886,1886,1886,1886,1886,1886,1925,1951,1951,1951,2001,2001,2021,2028,2029,2032,2032,2036,2036,2044,2055,2057,2059,2059,2059,2059,2059,2060,2063,2068,2068,2069,2069,2069,2069,2069,2069,2070,2070,2070,2071,2071,2076,2082,2082,2082,2082,2082,2083,2090,2090,2090,2090,2090,2090,2090,2090,2187,2229,2229,2229,2229,2419,2495,2652,2801,2801,2801,3107,3322,3467,3587,3741,3741,3741,4055,4234,4372,4508,4680,4680,4680,4962,5120,5295,5446,5614,5614,5614,5865,6073,6221,6363,6550,6550,6550,6846,6919,7029,7126,7343,7343,7343,7678,7776,7907,7987,8085,8085,8085,8302,8424,8495,8594,8682,8682,8682,8797,8924,9007,9080,9122,9122,9122,9231,9325,9400,9466,9514,9514,9514,9590,9666,9737,9790,9843,9843,9843,9942,10005,10106,10235,10333,10333,10333,10547,10679,10779,10877,10951,10951,10951,11004,11004,11004,11004,11004,11004,11004,11136,11136,11136,11136,11136,11136,11136,11136,11217,11217,11217,11217,11217,11217,11286,11286,11286,11286,11286,11286,11286,11373,11373,11373,11373,11373,11373,11373,11426,11426,11426,11426,11426,11426,11426,11426,11426,11426,11426,11426,11426,11426,11436,11436,11436,11436,11436,11436,11436,11457,11457,11457,11457,11457,11478,11478,11478,11478,11478,11478,11478,11495,11495,11495,11495,11495,11495,11495,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11499,11506,11506,11506,11506,11506,11506,11506,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511,11511 -Nova Scotia,Canada,44.682,-63.7443,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,7,12,14,15,21,28,41,51,68,73,90,110,122,127,147,173,193,207,236,262,293,310,342,373,407,428,445,474,517,549,579,606,649,675,721,737,772,827,850,865,873,900,915,935,947,959,963,971,985,991,998,1007,1008,1011,1018,1019,1020,1024,1026,1034,1037,1040,1043,1044,1045,1046,1048,1049,1050,1051,1052,1053,1055,1055,1056,1056,1057,1057,1058,1058,1058,1058,1059,1059,1060,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1061,1062,1062,1064,1064,1064,1064,1065,1065,1066,1066,1066,1066,1066,1066,1066,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1067,1069,1069,1071,1071,1071,1071,1071,1071,1071,1071,1071,1071,1071,1071,1072,1074,1074,1075,1075,1076,1077,1077,1078,1080,1080,1080,1081,1081,1083,1083,1083,1085,1085,1085,1085,1085,1085,1085,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1086,1087,1087,1087,1087,1087,1087,1087,1087,1088,1088,1089,1089,1089,1089,1089,1089,1089,1089,1092,1092,1092,1092,1092,1092,1093,1095,1097,1097,1097,1097,1097,1097,1100,1100,1101,1102,1102,1102,1104,1109,1111,1113,1114,1118,1119,1121,1125,1128,1129,1132,1134,1134,1136,1142,1144,1146,1151,1154,1155,1160,1168,1179,1190,1227,1243,1257,1266,1280,1290,1305,1315,1332,1343,1358,1364,1368,1376,1383,1389,1393,1402,1409,1415,1420,1426,1430,1436,1442,1443,1445,1447,1454,1458,1465,1465,1465,1465,1478,1480,1483,1486,1497,1499,1501,1505,1508,1520,1523,1525,1528,1528,1533,1534,1542,1548,1550,1554,1557,1557,1561,1564,1565,1570,1570,1571,1571,1572,1576,1576,1577,1580,1580,1581,1582,1583,1584,1584,1584,1585,1586,1587,1588,1590,1590,1592,1593,1594,1597,1600,1602,1604,1608,1609,1610,1613,1616,1624,1634,1638,1641,1642,1643,1646,1649,1651,1657,1659,1659,1664,1665,1665,1665,1669,1670,1670,1672,1674,1677,1680,1682,1688,1690,1691,1696,1699,1704,1709,1711,1711,1714,1716,1719,1728,1732,1739,1741,1747,1749,1754,1756,1763,1768,1775,1781,1783,1786,1792,1800,1807,1822,1831,1856,1894,1938,1990,2053,2119,2215,2290,2360,2427,2575,2708,2854,3007,3182,3364,3591,3754,3917,4034,4152,4297,4407,4524,4610,4736,4827,4917,5000,5065,5149,5213,5286,5335,5387,5424,5457,5497,5530,5550,5567,5579,5593,5618,5633,5651,5663,5680,5694,5707,5721,5726,5736,5742,5749,5751,5759,5773,5784,5789,5791,5791,5793,5793,5798,5814,5825,5828,5831,5832,5836,5840,5842,5850,5853,5854,5861,5862,5864,5865,5866,5869,5869,5870,5870,5870,5870,5870,5873,5873,5873,5880,5880,5882,5882,5882,5883,5885,5885,5886,5887,5887,5887,5887,5893,5895,5899,5900,5900,5900,5907,5908,5911,5918,5919,5919,5919,5928,5929,5938,5946,5956,5956,5956,5973,5982,5989,5990,5999,5999,5999,6030,6031,6038,6042,6047,6054,6065,6072,6076,6090,6107,6117,6149,6178,6188,6254,6260,6294,6312,6312,6312,6367,6392,6411,6452,6486,6486,6486,6569,6598,6638,6638,6715,6715,6715,6800,6839,6864,6893,6918,6945,6961,6977,7011,7033,7059,7077,7114,7133,7155,7161,7166,7185,7208,7208,7208,7265,7272,7298,7328,7354,7354,7354,7413,7424,7462,7512,7550,7550,7550,7661,7717,7746,7746,7815,7815,7815,7913,7944,7963,7985,8012,8012,8012,8072,8100,8119,8141,8169,8169,8169,8227,8288,8322,8362,8381,8381,8381,8427,8448,8481,8532,8655,8784,8895,9009,9136,9314,9601,9995,10421,10897,11382,11904,12441,13130,13741,14310,14888,15469,16030,16616,17127,17745,18454,19638,20658,21678,21678,22520,23265,23265,23265,25925,26741,27357,28194,28736,28736,28736,30950,31445,31860,32387,33083,33083,33083,34689,35051,35543,35889,36255,36255,36255,37803,38059,38333,38728,39129,39129,39129,40454,40767,40986,41351,41716,41716,41716,42657,42815,43041,43264,43506,43506,43506,44240,44240,44351,44551,44738,44738,44738,44908,45795,46012,46374,46795,46795,46795,47089,47089,47089,47089,48471,48471,48471,48471,48471,48471,48471,48471,48471,48471,51359,51359,51359,51359,54812,54812,54812,54812,54812,54812,54812,59000,59000,59000,59000,59000,59000,59000,59000,65991,65991,65991,65991,65991,72903,72903,72903,72903,72903,72903,72903,72903,80411,80411,80411,80411,80411,80411,80411,85847,85847,85847,85847,85847,85847,85847,89262,89262,89262,89262,89262,89262,89262,92380,92380,92380,92380,92380,92380,92380,94893,94893,94893,94893,94893,94893,94893,96477,96477,96477,96477,96477,96477,96477,98040,98040,98040,98040,98040,98040,98040,99514,101990,101990,101990,101990,101990,101990,101990,103561,103561,103561,103561,103561,103561,103561,105032,105032,105032,105032,105032,105032,105032,106707,106707,106707,106707,106707,106707,106707,106707,106707,106707,106707,106707,106707,108125,108125,108125,108125,108125,108125,108125,111769,111769,111769,111769,111769,111769,111769,113669,113669,113669,113669,113669,113669,113669,115417,115417,115417,115417,115417,115417,115417,117142,117142,117142,117142,117142,117142,117142,118671,118671,118671,118671,118671,118671,118671,120055,120055,120055,120055,120055,120055,120055,121380,121380,121380,121380,121380,121380,121380,122458,122458,122458,122458,122458,122458,122458,123549,123549,123549,123549,123549,123549,123549,124511,124511,124511,124511,124511,124511,124511,124511,124511,124511,125474,125474,125474,125474,126598,126598,126598,126598,126598,126598,126598,127608,127608,127608,127608,127608,127608,127608,128714,128714,128714,128714,128714,128714,128714,129705,129705,129705,129705,129705,129705,129705,129705,129705,129705,130534,130534,130534,130534,130534,130534,130534,130534,131239,131239,131239,131239,131239,131239,131825,131825,131825,131825,131825,131825,131825,132351,132351,132351,132351,132351,132351,132351,132887,132887,132887,132887,132887,132887,132887,133406,133406,133406,133406,133406,133406,133406,133919,133919,133919,133919,134483,134483,134483,134483,134483,134483,134483,134483,134483,134483,134483,134483,134483,134483,134483,134483,134483,135759,135759,135759,135759,135759,135759,135759,136944,136944,136944,136944,136944,136944,136944,137669,137669,137669,137669,137669,137669,137669,138331,138331,138331,138331,138331,138331,138331,139013,139013,139013,139013,139013,139013,139013,139671,139671,139671,139671,139671,139671,139671,140111,140111,140111,140111,140111,140111,140111,140492,140492,140492,140492,140492,140492,140492,140793,140793,140793,140793 -Nunavut,Canada,70.2998,-83.1076,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,3,3,4,8,18,24,58,68,72,82,107,128,134,144,155,155,159,164,177,181,182,193,198,206,214,216,219,220,229,229,245,247,247,256,258,258,259,259,259,259,262,262,264,265,265,265,265,266,266,266,266,266,266,266,266,266,266,266,266,266,266,266,266,266,266,266,266,266,266,266,266,266,267,267,280,282,282,282,283,283,284,294,294,294,294,296,296,299,299,299,299,300,303,303,308,311,311,323,324,330,332,338,339,351,351,351,355,356,356,357,358,359,359,369,373,377,381,381,381,381,381,381,383,383,383,383,383,395,395,395,395,395,395,395,395,395,395,395,395,395,395,395,395,395,395,395,395,395,395,395,395,395,395,395,395,396,408,414,417,423,428,429,432,441,448,455,464,472,478,490,501,509,520,528,535,540,552,553,560,565,572,586,594,606,618,623,624,624,630,634,636,637,638,638,639,640,647,647,648,648,648,648,648,648,648,649,649,649,649,649,649,650,654,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,657,658,658,658,658,658,658,658,658,658,658,659,659,659,659,659,659,659,661,661,661,663,663,663,663,663,663,664,664,664,664,664,664,664,664,664,666,666,666,671,671,671,671,671,671,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,675,675,675,676,676,676,676,676,676,676,676,676,676,676,676,676,676,676,679,681,691,696,696,710,747,765,803,803,875,891,900,900,942,977,977,977,1028,1033,1036,1048,1055,1055,1055,1195,1222,1242,1242,1297,1297,1297,1358,1439,1439,1487,1585,1585,1707,1737,1820,1820,1891,1935,1935,1935,1989,2011,2047,2047,2114,2114,2114,2234,2263,2306,2341,2391,2391,2391,2527,2527,2620,2668,2668,2668,2668,2813,2813,2954,2954,3055,3055,3055,3163,3170,3200,3200,3265,3265,3265,3265,3265,3331,3331,3331,3331,3331,3331,3400,3400,3400,3400,3400,3400,3400,3400,3472,3472,3472,3472,3472,3472,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531,3531 -Ontario,Canada,51.2538,-85.3232,0,2,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,5,6,7,8,9,10,11,12,14,19,23,27,31,34,37,47,55,62,75,90,109,142,190,247,296,357,427,507,586,685,825,919,1031,1200,1399,1560,1819,2116,2369,2608,3044,3431,3888,4316,4780,5123,5478,5922,6356,6831,7319,7708,8188,8712,9296,9841,10423,11015,11671,12273,12853,13502,14001,14542,15032,15457,15938,16273,16712,17089,17492,17893,18356,18679,19031,19370,19779,20134,20441,20740,21048,21316,21538,21799,22160,22498,22898,23260,23676,24033,24354,24747,25098,25514,25887,26251,26672,26956,27282,27607,28221,28555,28969,29378,29758,30117,30417,30691,30928,31149,31378,31606,31859,32059,32295,32472,32628,32816,32997,33185,33382,33573,33733,33909,34109,34272,34440,34595,34776,35012,35227,35365,35540,35689,35838,36001,36134,36232,36345,36491,36645,36785,36916,37055,37193,37311,37434,37583,37743,37923,38113,38229,38392,38512,38651,38841,38969,39075,39186,39306,39436,39536,39647,39767,39874,39938,40037,40117,40196,40291,40377,40462,40541,40614,40711,40806,40909,41007,41100,41181,41299,41415,41527,41630,41771,41857,41966,42086,42198,42338,42489,42622,42746,42875,43024,43164,43314,43488,43643,43800,44000,44195,44413,44648,44900,45139,45444,45669,45959,46318,46693,47129,47577,48017,48400,48847,49257,49710,50212,50799,51437,51978,52546,53213,53883,54504,55162,55716,56288,56864,57571,58386,59130,59928,60616,61339,61936,62783,63645,64396,65095,65785,66576,67324,68120,68988,69964,70906,71842,72723,73514,74409,75358,76258,77279,78185,79290,80261,81167,82110,83380,84658,85770,87086,88559,90143,91653,93235,94680,96138,97447,98832,100085,101550,103029,104667,106165,107488,108882,110312,112026,113860,115613,117325,119031,120657,122495,124247,126074,127954,130038,131784,133600,135464,137405,139295,141192,143139,145149,147243,149470,151790,154138,156570,158836,161199,163432,165990,168266,170222,172427,174669,176872,179700,182916,185786,189176,192482,195341,198656,201866,205222,209023,213121,216887,220212,223300,226241,229405,232659,235627,238798,241478,243580,246044,248463,251137,253485,255955,257847,259644,261311,263219,265191,267133,268981,270626,272098,273377,274810,276319,277741,279235,280451,281559,282546,283695,285018,286264,287469,288460,289406,290299,291307,292428,293642,294870,296007,297001,297938,299091,300300,301546,302676,303795,304842,305806,306937,308080,309330,310622,311945,313223,314460,315707,317087,318580,320188,321619,322882,324163,325735,327475,329286,331124,332914,334526,336385,338258,340532,342822,345454,347675,349923,352259,354818,357750,360846,363905,367006,370012,373055,376595,380448,384512,388509,393147,397211,401303,405575,410541,415298,419104,423702,427877,431548,435563,439588,444076,448191,451958,455647,458793,462304,466331,470141,473522,477228,480173,482801,485692,488978,492355,495355,498040,500347,502460,505056,507662,510049,512473,514685,516409,518021,519944,522059,523866,525749,527341,528576,529589,530593,531794,533011,534047,535100,535790,536474,537291,538148,539004,539713,540305,540795,541231,541757,542357,542882,543395,543822,544180,544536,544916,545280,545634,545958,546240,546508,546708,546986,547278,547576,547882,548125,548331,548523,548760,548993,549179,549377,549596,549754,549888,550110,550337,550496,550668,550825,550954,551068,551225,551370,551558,551730,551884,552012,552153,552319,552495,552691,552872,553019,553155,553286,553459,553697,553945,554177,554376,554537,554687,554903,555177,555536,555984,556329,556683,557021,557419,557954,558493,559034,559545,560008,560446,560970,561635,562345,563062,563747,564255,564791,565441,566243,567116,567896,568608,569205,569840,570654,571454,572347,573220,573893,574516,575074,575776,576621,577477,578345,579072,579662,580211,581051,581816,582645,583383,584038,584570,585168,585809,586528,587186,587841,588436,588890,589390,589995,590629,591275,591883,592402,592912,593346,593994,594580,595233,595781,596270,596631,596985,597359,597733,598319,598815,599199,599559,599876,600247,600691,601086,601493,601807,602057,602364,602690,603150,603564,603928,604335,604659,605036,605484,606011,606540,607139,607669,608147,608572,609151,609756,610459,611122,611711,612203,612701,613382,614065,614880,615556,616283,616894,617474,618248,619009,619986,620885,621758,622519,623226,624174,625238,626348,627529,628494,629360,630398,631591,633016,634557,636171,637728,639246,640952,643227,646361,649578,653590,657620,661460,666341,672163,680484,691574,702280,711280,720846,731146,744044,761204,778294,796905,811300,823721,835235,848012,861159,874703,887582,898661,907342,917091,927308,938924,949419,960570,970135,977228,983750,990782,997406,1004598,1009967,1015428,1018693,1023243,1028345,1033782,1038479,1042667,1045883,1048382,1051367,1055229,1059152,1062399,1065429,1067570,1069408,1072055,1075164,1077845,1080554,1083150,1084904,1086146,1088062,1090303,1092414,1094682,1096511,1098013,1099140,1100409,1102224,1104496,1106730,1108614,1110130,1111247,1112584,1114534,1115285,1119966,1123556,1125074,1126445,1128149,1129672,11316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-Prince Edward Island,Canada,46.5107,-63.4168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,3,3,3,5,5,9,11,11,18,21,21,22,22,22,22,22,22,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,30,32,32,32,32,33,33,33,34,35,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,41,41,41,41,41,41,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,46,46,47,47,51,53,55,55,55,55,55,55,57,57,57,57,57,57,57,57,58,58,58,58,58,58,59,59,59,59,59,61,61,61,61,61,61,61,63,63,63,63,65,63,63,63,63,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,66,66,66,66,67,68,68,68,68,68,68,68,68,68,68,68,68,69,69,69,70,70,72,72,72,72,72,72,73,73,80,84,84,84,84,84,84,84,89,89,89,90,90,90,90,90,91,91,94,94,94,94,94,94,94,94,94,94,94,96,97,97,102,102,102,102,102,103,103,103,103,103,103,108,110,110,110,110,110,110,110,110,110,110,111,111,111,111,111,112,112,112,112,112,112,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,120,120,132,132,136,136,136,136,136,136,141,143,143,143,143,143,143,143,143,144,144,144,144,144,144,152,152,152,152,156,156,156,159,159,159,159,159,159,159,160,160,160,160,160,160,160,165,165,165,165,165,165,173,174,174,174,175,175,175,175,177,177,177,177,177,177,177,183,183,183,183,183,183,183,187,187,187,187,187,187,187,194,199,199,199,199,199,199,200,200,200,200,200,200,200,204,204,204,204,204,204,204,206,206,206,206,206,206,206,206,206,206,206,206,206,206,206,206,206,206,206,206,206,207,207,207,207,207,207,207,207,208,208,208,208,208,208,208,208,208,208,208,208,208,208,208,208,208,208,208,208,208,208,208,208,208,208,208,208,208,208,212,212,212,212,214,214,214,214,214,214,214,220,220,220,220,220,220,224,224,224,224,230,230,230,230,230,233,233,233,233,233,233,235,235,235,235,235,235,252,252,252,252,270,270,270,284,284,284,284,284,284,284,295,296,296,296,296,296,296,302,302,302,302,302,302,302,302,309,309,309,309,309,309,309,315,315,315,315,315,315,315,315,315,315,315,315,315,315,319,319,319,319,319,319,319,324,324,324,324,324,324,328,328,328,328,328,328,328,345,345,363,363,363,363,363,372,372,372,372,372,372,372,372,397,397,397,397,397,397,420,420,420,420,420,420,420,420,529,529,529,621,621,621,621,893,1022,1022,1022,1366,1366,1366,1862,1862,1862,2463,2463,2463,2893,2893,3427,3427,3861,3861,3861,4401,4401,5112,5112,5112,5628,5628,6282,6282,6282,6812,7274,7274,7274,7779,7779,8379,8379,8764,8764,8764,8764,9104,9104,9555,9969,9969,9969,10500,10500,10947,10947,11492,11492,11492,11492,12103,12657,12657,13372,13372,13372,14305,14305,15267,15267,16296,16296,16296,17623,17623,18905,18905,19703,19703,19703,20560,20560,21307,21307,21307,21307,21307,21307,23345,23345,23345,23345,23345,23345,23345,25799,25799,25799,25799,25799,25799,25799,28375,28375,28375,28375,28375,28375,28375,28375,30604,30604,30604,30604,30604,30604,32532,32532,32532,32532,32532,32532,32532,34270,34270,34270,34270,34270,34270,34270,35433,35433,35433,35433,35433,35433,35433,36332,36332,36332,36332,36332,36332,36332,37124,37124,37124,37124,37124,37124,37124,37578,37578,37578,37578,37578,37578,37578,37578,37578,37578,37578,37578,37578,37578,38686,38686,38686,38686,38686,38686,38686,39377,39377,39377,39377,39377,39377,39377,39998,39998,39998,39998,39998,39998,39998,40806,40806,40806,40806,40806,40806,40806,41876,41876,41876,41876,41876,41876,41876,43146,43146,43146,43146,43146,43146,43146,44852,44852,44852,44852,44852,44852,44852,46240,46240,46240,46240,46240,46240,46240,47251,47251,47251,47251,47251,47251,47251,48027,48027,48027,48027,48027,48027,48027,48598,48598,48598,48598,48598,48598,48598,49411,49411,49411,49411,49411,49411,49411,50151,50151,50151,50151,50151,50151,50151,50594,50594,50594,50594,50594,50594,50594,51050,51050,51050,51050,51050,51050,51050,51410,51410,51410,51410,51410,51410,51410,51410,51410,51410,51410,51410,51410,51410,52047,52047,52047,52047,52047,52047,52047,52366,52366,52366,52366,52366,52366,52366,52920,52920,52920,52920,52920,52920,52920,53408,53408,53408,53408,53408,53408,53408,53675,53675,53675,53675,53675,53675,53675,53888,53888,53888,53888,53888,53888,53888,53888,54043,54043,54043,54043,54043,54043,54257,54257,54257,54257,54257,54257,54257,54559,54559,54559,54559,54559,54559,54870,54870,54870,54870,54870,54870,54870,54870,55111,55111,55111,55111,55111,55111,55111,55319,55319,55319,55319,55319,55319,55319,55319,55319,55319,55319,55319,55319,55319,55679,55679,55679,55679,55679,55679,55679,55825,55825,55825,55825,55825,55825,55825,55985,55985,55985,55985,55985,55985,55985,56136,56136,56136,56136,56136,56136,56136,56201,56201,56201,56201,56201,56201,56201,56261,56261,56261,56261,56261,56261,56261,56340,56340,56340,56340,56340,56340,56340,56408,56408,56408,56408,56408,56408,56408,56456,56456,56456,56456,56456,56456,56456,56523,56523,56523 -Quebec,Canada,52.9399,-73.5491,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,3,6,8,10,11,13,13,14,15,17,27,33,37,55,68,85,128,169,242,371,557,795,1140,1408,1774,2140,2591,3007,3575,4153,4881,5578,6453,7223,8029,8663,9538,10326,11012,11760,12395,13060,13850,14814,15776,16874,17838,18860,19523,20343,21252,22058,22943,23849,24704,25466,26078,26988,27908,28806,29809,30862,31761,32552,33417,34310,35343,36194,36972,37724,38377,39102,39899,40679,41379,42161,42857,43588,44258,44896,45697,46412,47017,47519,48063,48571,49019,49539,49954,50377,50775,51068,51396,51624,51901,52157,52400,52646,52835,52953,53118,53290,53444,53619,53740,53834,53946,54080,54201,54336,54469,54564,54645,54730,54824,54913,55003,55088,55176,55234,55292,55390,55463,55533,55623,55715,55772,55840,55947,56047,56177,56289,56390,56465,56602,56732,56879,57017,57213,57401,57529,57660,57810,57984,58176,58336,58498,58645,58734,58864,59041,59194,59328,59458,59550,59694,59844,59969,60061,60189,60303,60400,60500,60600,60690,60788,60863,60929,60973,61023,61104,61177,61282,61388,61460,61536,61580,61678,61804,61926,62035,62175,62293,62423,62577,62761,62988,63173,63368,63562,63753,63945,64197,64457,64763,65058,65374,65651,65972,66275,66626,67113,67610,68113,68591,69113,69801,70527,71270,72183,73033,73942,74900,75917,76874,78043,79198,80247,81092,82093,83069,84166,85306,86216,87296,88092,89041,90138,91285,92419,93474,94448,95294,96332,97313,98245,99281,100119,100944,101933,102903,103894,104958,105911,106894,107918,108814,109878,111042,112313,113509,114747,116050,117257,118562,119952,121284,122659,123898,125011,126036,127162,128366,129674,130821,131937,133144,134221,135452,136835,138170,139443,140874,142256,143522,145039,146584,148087,149853,151496,153032,154658,156317,158063,159823,161734,163726,165488,167376,169164,171282,173598,175716,177772,179737,181844,183998,186221,188618,190916,193003,195161,197468,200327,203129,205661,208390,210797,212962,215517,218103,220970,223803,226549,228557,230590,232383,234567,236581,238528,240410,242336,243849,245187,246704,248277,250073,251607,252937,254102,255320,256671,257944,259231,260512,261745,262623,263599,264766,265848,266928,268147,269193,270030,270807,271776,272938,273953,274974,275807,276530,277201,278048,278830,279690,280468,281186,282002,282638,283469,284324,285136,286006,286714,287289,287874,288637,289322,290181,290885,291628,292239,292852,293648,294366,295122,295934,296594,297201,297774,298495,299224,299986,300792,301473,302138,302846,303611,304641,305648,306657,307588,308412,309354,310351,311776,313062,314350,315640,316776,317995,319304,320946,322666,324533,326165,327660,329082,330615,332132,333814,335270,336562,337587,338775,339999,341199,342293,343211,344410,345301,346270,347353,348423,349538,350711,351631,352408,353258,354163,355057,356097,357104,357918,358629,359300,360134,360992,361880,362670,363329,363888,364465,365049,365849,366525,367080,367575,367924,368307,368706,369167,369580,369980,370283,370556,370805,371088,371384,371655,371889,372101,372254,372417,372616,372771,372987,373150,373283,373402,373512,373686,373836,373995,374125,374213,374307,374400,374528,374608,374689,374793,374872,374921,375018,375123,375197,375276,375342,375404,375444,375522,375609,375678,375751,375823,375883,375937,375997,376077,376109,376149,376192,376289,376370,376431,376416,376519,376429,376530,376651,376753,376828,376901,377034,377172,377297,377486,377644,377798,377973,378157,378462,378680,378915,379189,379439,379673,380038,380407,380833,381266,381587,381996,382319,382755,383191,383718,384281,384744,385120,385465,386015,386618,387230,387834,388413,388799,389224,389914,390613,391363,392029,392807,393337,393852,394452,395155,396034,396034,397786,398425,399058,399843,400625,401462,402283,403025,403704,404291,404974,405728,406429,406429,406429,408462,408931,409525,410180,410823,411463,411962,412364,412800,413305,413929,414572,415174,415786,416266,416675,417187,417831,418508,419186,419718,420128,420470,420928,421356,421685,422241,422670,422994,423334,423812,424290,424801,425392,425959,426456,426946,427471,428059,428630,429318,429863,430394,430939,431611,432274,432990,433705,434339,434848,435365,436083,436803,437548,438363,439070,439762,440461,441343,443547,444584,445755,446630,447386,448170,449366,450512,451867,453379,454635,455824,457058,458425,460232,460430,464227,465980,467608,469355,471741,474477,478245,481876,485722,490293,495336,501697,511094,521125,530331,538205,546436,559269,572418,586606,603067,620189,636034,651327,651327,665821,680307,696181,712357,728285,739292,749865,758575,766926,783101,789806,795752,801152,806295,812418,818946,824941,830488,830488,838436,841413,841413,849519,853119,856628,859466,861889,864619,868435,872027,875427,878382,880950,883190,885694,889055,891949,891949,896970,898840,900271,902244,904572,906627,908464,910200,911397,912461,913899,915760,917277,918819,918819,921030,921875,922677,924307,925564,926918,928128,929038,929813,930748,932174,933441,934620,935709,936575,9372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-Repatriated Travellers,Canada,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13 -Saskatchewan,Canada,52.9399,-106.4509,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,7,7,8,16,20,26,52,66,72,86,95,104,134,134,175,184,193,206,220,231,249,253,260,271,278,285,289,298,300,301,304,305,307,313,315,316,320,326,331,341,349,353,365,366,383,389,415,421,433,467,487,512,531,544,553,564,568,573,577,582,590,591,592,592,599,620,622,627,630,632,634,634,637,639,641,645,646,646,646,647,648,649,650,650,654,656,658,660,663,664,665,683,684,693,708,716,726,746,751,753,757,759,772,777,778,779,785,785,795,796,796,796,805,806,808,813,815,815,815,871,876,881,923,936,941,943,962,970,1030,1072,1099,1136,1178,1209,1218,1268,1306,1319,1334,1342,1359,1368,1376,1387,1409,1433,1445,1450,1479,1484,1511,1541,1566,1580,1581,1582,1586,1590,1595,1597,1600,1601,1601,1604,1609,1611,1615,1615,1619,1622,1624,1634,1638,1643,1651,1662,1669,1670,1676,1688,1709,1726,1731,1741,1751,1757,1776,1787,1807,1814,1824,1830,1835,1846,1863,1878,1892,1899,1913,1927,1940,1954,1959,1968,1984,1994,2012,2034,2068,2092,2140,2174,2199,2232,2270,2306,2330,2396,2439,2496,2558,2591,2669,2729,2783,2841,2908,2990,3066,3144,3218,3292,3373,3408,3536,3623,3738,3897,4087,4214,4326,4437,4513,4820,5001,5182,5422,5553,5651,5804,6237,6473,6708,6883,7047,7362,7691,7888,8239,8564,8745,8982,9243,9526,9729,10138,10411,10596,10898,11222,11473,11747,11969,12236,12430,12592,12830,13075,13327,13553,13759,13941,14100,14254,14483,14615,14813,14907,15021,15159,15349,15634,15844,16080,16367,16520,16804,17139,17475,17807,18114,18526,18774,19021,19333,19715,19985,20272,20562,20871,21112,21338,21643,21917,22177,22416,22646,22794,23038,23366,23626,23864,24011,24236,24430,24680,24946,25209,25403,25574,25654,25843,25957,26145,26389,26550,26693,26829,26953,27099,27245,27438,27620,27797,27923,27980,28191,28344,28506,28647,28801,28938,29059,29220,29430,29593,29709,29805,29918,30028,30193,30369,30522,30617,30727,30883,30970,31085,31259,31459,31637,31841,31991,32178,32346,32559,32783,33031,33235,33399,33590,33789,34043,34323,34544,34763,34982,35171,35390,35747,35984,36304,36604,36892,37091,37394,37624,37871,38158,38402,38652,38883,39147,39397,39683,39932,40177,40401,40614,40824,41098,41360,41598,41817,42006,42220,42400,42695,42964,43141,43295,43490,43703,43932,44168,44364,44531,44712,44841,44982,45128,45310,45490,45605,45709,45820,46001,46163,46285,46464,46635,46748,46834,46966,47097,47186,47285,47359,47427,47517,47591,47683,47769,47875,47941,47996,48042,48125,48220,48327,48381,48441,48469,48503,48537,48590,48644,48706,48754,48771,48823,48854,48861,48882,48931,48958,48978,48985,49039,49152,49198,49240,49260,49277,49304,49311,49341,49362,49397,49433,49450,49472,49525,49556,49608,49656,49683,49727,49765,49830,49882,49940,50024,50067,50096,50120,50181,50251,50338,50477,50558,50614,50679,50771,50909,51034,51162,51305,51392,51500,51631,51821,52065,52252,52472,52490,52629,52845,53004,53262,53617,53875,54076,54367,54688,54953,55396,55750,56139,56533,56838,57235,57520,57952,58293,58715,59164,59672,60149,60589,61065,61558,62101,62617,62989,63415,63875,64402,64949,65501,65894,66343,66737,67339,67810,68290,68644,69089,69331,69807,70457,71034,71526,72033,72458,72730,73035,73350,73662,74074,74394,74669,74939,75185,75540,75842,76074,76311,76481,76607,76830,77067,77305,77494,77664,77793,77902,78074,78262,78403,78567,78724,78824,78909,79030,79212,79334,79387,79497,79525,79610,79783,79936,80025,80278,80340,80413,80481,80571,80667,80775,80848,80901,80950,80992,81074,81145,81225,81293,81362,81410,81462,81510,81572,81646,81780,81817,81852,81899,81960,82015,82069,82130,82208,82267,82334,82442,82640,82845,83086,83237,83373,83558,83855,84446,85188,85188,85188,85188,87167,87708,88638,89821,90765,91860,92940,94079,95174,96115,97545,98699,100173,101537,102641,103900,105070,106328,107842,109484,110398,111447,112693,113993,115405,116511,117858,118606,119272,119894,120743,121516,122525,123258,123258,123258,123258,123258,123258,125780,125780,125780,125780,125780,125780,125780,125780,125780,125780,125780,125780,125780,127187,127187,127187,127187,127187,127187,127187,128289,128289,128289,128289,128289,128289,128289,129301,129301,129301,129301,129301,129301,129301,130133,130133,130133,130133,130133,130133,131028,131028,131028,131028,131028,131028,131028,131028,132224,132224,132224,132224,132224,132224,132224,132224,133256,133256,133256,133256,133256,134307,134307,134307,134307,134307,134307,134307,134307,135197,135197,135197,135197,135197,135197,135197,136026,136026,136026,136026,136026,136026,136026,136792,136792,136792,136792,136792,136792,136792,137502,137502,137502,137502,137502,137502,137502,137967,137967,137967,137967,137967,137967,137967,138343,138343,138343,138343,138343,138343,138343,138707,138707,138707,138707,138707,138707,138707,139224,139224,139224,139224,139224,139224,139224,139224,139455,139455,139455,139455,139455,139455,139455,139663,139663,139663,139663,139663,139663,139663,139663,139663,139663,139663,139663,139663,139663,139663,139663,13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-Yukon,Canada,64.2823,-135.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,4,4,4,5,5,6,6,6,6,6,7,7,7,8,8,8,8,8,8,8,8,9,9,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,13,13,13,13,13,13,13,14,14,14,14,14,14,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,17,17,17,17,17,20,20,22,22,22,23,23,23,23,23,23,23,23,23,23,23,23,23,23,24,24,24,24,24,24,25,27,29,29,32,38,38,39,42,45,45,45,47,47,50,51,54,54,54,57,58,58,58,58,58,58,59,59,59,59,59,59,59,59,59,59,60,60,60,60,60,60,60,60,60,60,60,65,65,66,69,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,71,71,71,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,72,73,73,73,73,73,73,74,74,74,74,74,74,74,74,74,74,74,74,74,75,76,76,76,76,76,77,77,78,80,80,80,80,81,81,81,81,81,81,81,82,82,82,82,82,82,82,82,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,87,87,87,88,92,96,98,98,104,107,120,120,145,145,187,187,187,220,224,242,242,264,264,264,342,357,357,388,388,388,425,435,447,456,461,461,461,480,484,490,497,502,502,502,522,527,534,542,551,551,551,579,582,582,589,596,596,596,596,610,616,623,624,624,624,633,636,638,645,647,647,647,647,660,668,671,674,674,674,681,683,683,684,684,684,684,689,691,693,694,694,694,694,694,696,697,699,701,701,701,706,709,712,713,716,716,716,725,725,736,738,745,745,745,751,754,755,755,758,758,758,773,783,788,793,796,796,796,796,824,827,831,837,837,837,858,867,873,874,877,877,877,891,892,902,913,921,921,921,944,944,973,995,1017,1017,1017,1087,1132,1153,1153,1153,1181,1181,1278,1278,1322,1349,1381,1381,1381,1426,1446,1454,1469,1475,1475,1475,1507,1514,1519,1533,1537,1537,1537,1554,1556,1561,1567,1580,1580,1580,1597,1602,1606,1614,1621,1621,1621,1650,1652,1652,1661,1668,1668,1668,1668,1668,1695,1729,1755,1755,1755,1755,1944,2010,2084,2125,2125,2125,2322,2322,2515,2571,2638,2638,2638,2638,2747,2782,2820,2849,2849,2849,2959,2981,2981,3038,3061,3061,3061,3106,3128,3146,3168,3186,3186,3186,3235,3252,3261,3286,3302,3302,3302,3339,3339,3349,3361,3369,3369,3369,3369,3404,3412,3426,3426,3426,3426,3463,3467,3473,3475,3485,3485,3485,3515,3524,3533,3546,3555,3555,3555,3576,3584,3600,3616,3628,3628,3628,3665,3671,3692,3705,3721,3721,3721,3770,3786,3798,3821,3844,3844,3844,3876,3883,3902,3926,3926,3940,3940,3940,3940,4000,4015,4015,4015,4015,4015,4060,4078,4091,4116,4116,4116,4142,4159,4159,4187,4196,4196,4196,4217,4226,4237,4254,4262,4262,4262,4290,4294,4301,4310,4318,4318,4318,4328,4335,4339,4345,4349,4349,4349,4349,4363,4366,4370,4378,4378,4378,4386,4387,4389,4395,4397,4397,4397,4403,4403,4404,4408,4410,4410,4410,4415,4419,4419,4425,4430,4430,4430,4436,4436,4443,4447,4453,4453,4453,4463,4468,4475,4476,4476,4476,4476,4494,4495,4495,4495,4504,4504,4504,4521,4522,4535,4547,4558,4558,4558,4583,4587,4595,4599,4599,4599,4599,4610,4619,4640,4659,4672,4672,4672,4701,4714,4719,4726,4729,4729,4729,4756,4758,4759,4764,4771,4771,4771,4771,4787,4787,4789,4793,4793,4793,4808,4809,4810,4813,4815,4815,4815,4822,4825,4832,4839,4839,4839,4839,4839,4851,4852,4856,4857,4857,4857,4862,4863,4864,4866,4867,4867,4867,4867,4878,4884,4885,4888,4888,4888,4896,4900,4902,4905,4905,4905,4905,4915,4919,4921,4923,4923,4923,4923,4923,4927,4929,4929,4929,4929,4929,4930,4930,4933,4937,4938,4938,4938,4946,4947,4950,4951,4954,4954,4954,4954,4961,4965,4968,4970,4970,4970,4982,4983,4984,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989,4989 -,Central African 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-Beijing,China,40.1824,116.4142,14,22,36,41,68,80,91,111,114,139,168,191,212,228,253,274,297,315,326,337,342,352,366,372,375,380,381,387,393,395,396,399,399,399,400,400,410,410,411,413,414,414,418,418,422,426,428,428,429,435,435,436,437,442,452,456,469,480,491,504,522,537,558,561,566,569,573,577,577,580,580,582,584,585,586,587,587,588,588,588,589,589,589,589,590,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,594,594,594,594,594,594,594,594,595,601,637,673,700,731,752,777,777,821,830,843,850,863,874,891,905,912,919,922,923,925,926,928,929,929,929,929,929,929,929,929,929,929,929,929,929,929,929,929,929,929,929,929,929,929,931,932,933,933,933,933,933,933,934,934,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,937,937,937,937,937,937,937,937,938,938,938,938,940,940,940,941,941,942,942,942,942,942,944,944,945,945,945,945,945,947,947,947,947,947,947,947,947,947,947,948,948,949,950,950,950,950,950,950,950,950,951,951,951,951,952,952,952,952,952,952,952,952,954,955,956,957,957,957,959,961,961,961,961,961,961,963,971,972,979,980,982,987,988,990,992,993,994,994,995,995,996,997,998,998,999,999,1001,1003,1006,1007,1014,1017,1020,1023,1025,1028,1030,1034,1034,1035,1036,1036,1038,1039,1039,1044,1044,1044,1046,1046,1046,1046,1046,1046,1046,1046,1046,1046,1046,1046,1046,1046,1046,1047,1047,1047,1047,1047,1047,1047,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1049,1050,1050,1052,1052,1053,1053,1054,1055,1056,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1058,1058,1058,1058,1059,1059,1059,1059,1059,1059,1059,1060,1061,1063,1064,1064,1065,1067,1067,1068,1069,1069,1070,1071,1071,1072,1072,1073,1073,1075,1075,1075,1075,1076,1076,1077,1079,1078,1078,1078,1078,1078,1078,1078,1078,1078,1078,1078,1078,1078,1078,1079,1079,1079,1079,1079,1083,1084,1085,1085,1085,1085,1085,1085,1086,1086,1087,1088,1089,1089,1089,1095,1096,1096,1099,1099,1099,1099,1102,1102,1103,1103,1103,1103,1103,1105,1105,1107,1108,1110,1112,1113,1115,1115,1115,1115,1115,1115,1115,1115,1116,1117,1117,1117,1117,1118,1118,1118,1118,1118,1118,1118,1118,1118,1119,1119,1119,1119,1119,1119,1119,1119,1119,1119,1119,1120,1120,1123,1123,1123,1123,1124,1124,1124,1125,1125,1125,1126,1126,1126,1126,1126,1126,1127,1127,1127,1127,1128,1128,1128,1129,1129,1130,1136,1141,1143,1147,1150,1154,1157,1161,1162,1162,1164,1173,1173,1173,1173,1174,1175,1176,1177,1179,1183,1185,1185,1185,1186,1187,1190,1190,1190,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1194,1194,1194,1194,1195,1195,1195,1196,1196,1196,1198,1198,1198,1198,1199,1200,1200,1204,1205,1205,1205,1205,1205,1206,1208,1208,1208,1209,1209,1211,1211,1215,1215,1216,1216,1217,1217,1218,1218,1219,1221,1222,1223,1223,1225,1226,1230,1236,1240,1247,1258,1267,1274,1282,1298,1303,1313,1318,1341,1344,1348,1351,1355,1357,1358,1359,1363,1364,1365,1365,1365,1365,1367,1367,1368,1368,1368,1368,1372,1378,1387,1395,1413,1422,1432,1437,1447,1467,1479,1484,1495,1504,1513,1526,1532,1554,1565,1583,1603,1609,1627,1636,1651,1663,1675,1689,1700,1715,1723,1733,1738,1742,1747,1755,1757,1759,1762,1765,1767,1769,1777,1777,1781,1791,1795,1800,1809,1817,1821,1822,1826,1826,1828,1831,1832,1832,1839,1842,1844,1845,1846,1854,1876,1891,1923,1954,2003,2052,2102,2155,2191,2242,2289,2332,2387,2433,2477,2510,2572,2597,2632,2675,2707,2740,2779,2822,2874,2924,2975,3033,3085,3168,3209,3250,3287,3310,3330,3344,3352,3368,3382,3382,3401,3410,3410,3432,3432,3436,3438,3447,3486,3520,3549,3591,3616,3631,3644,3646,3647,3651,3655,3660,3664,3669,3674,3675,3678,3679,3680,3683,3683,3683,3684,3685,3689,3696,3702,3702,3705,3708,3710,3710,3710,3710,3710,3712,3714,3715,3719,3722,3724,3727,3729,3731,3736,3738,3738,3738,3740,3745,3749,3755,3758,3764,3765,3768,3773,3784,3790,3799,3803,3812,3816,3825,3840,3856,3872,3894,3905,3910,3924,3934,3944,3947,3950,3952,3956,3964,3969,3971,3974,3978,3982,3984,3992,3999,4002,4007,4025,4038,4059,4077,4088,4105,4117,4137,4141,4146,4153,4155,4160,4168,4175,4181,4184,4186,4193,4196,4208,4210,4215,4221,4227,4234,4240,4250,4258,4268,4278,4288,4303,4321,4337,4350,4364,4382,4404,4432,4451,4468,4505,4524,4542,4567,4578,4592,4611,4637,4652,4663,4663,4688,4705,4723,4756,4823,4861,4902,4951,4995,5031,5069,5107,5171,5241,5403,5643,5945,6147,6319,6420,6504,6578,6735,7009,7405,7922,8354,8941,9691,10547,11520,11520,13840,14788,15493,16205,17236,18401,18401,20761,21951,22879,23667,24200,24767,25249,25249,25249,25249,26660,27063,27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-Chongqing,China,30.0572,107.874,6,9,27,57,75,110,132,147,182,211,247,300,337,366,389,411,426,428,468,486,505,518,529,537,544,551,553,555,560,567,572,573,575,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,577,578,578,578,578,578,578,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,580,582,582,582,582,582,582,582,582,582,582,582,582,582,582,582,582,582,582,582,582,582,582,582,582,582,582,582,582,582,582,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,583,584,584,584,584,584,584,584,584,584,584,584,584,584,584,584,584,584,584,584,584,584,584,584,584,584,585,585,585,585,585,585,585,585,585,585,585,585,585,585,586,586,586,586,587,587,587,589,589,589,589,589,589,589,589,589,589,589,589,589,589,589,589,589,589,589,589,589,589,589,589,589,589,589,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,591,593,594,594,594,595,596,596,596,596,596,596,596,596,596,596,597,597,597,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,598,601,601,601,601,601,601,601,601,601,601,601,601,601,601,601,601,601,601,601,601,601,601,601,601,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,603,604,604,608,609,609,609,609,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,610,611,611,611,611,611,611,611,611,611,611,611,611,611,611,611,611,611,611,611,611,611,611,611,611,611,611,611,611,611,612,612,612,613,613,613,613,613,613,613,613,613,613,613,613,613,613,613,613,613,613,613,613,613,613,613,614,614,614,614,614,616,616,616,620,622,622,622,623,623,624,624,624,624,626,628,636,642,652,663,667,677,680,683,684,686,687,687,687,688,688,688,688,689,691,691,691,691,691,691,692,692,692,693,693,693,693,693,693,694,694,694,694,694,694,694,694,694,694,694,694,695,696,697,697,698,698,699,699,699,700,701,703,703,703,703,703,705,707,708,708,708,708,708,708,708,708,708,709,709,710,711,711,711,711,711,712,712,713,713,713,713,713,714,715,715,715,715,717,718,718,720,721,721,721,721,721,721,725,725,726,726,729,729,732,733,734,736,740,740,743,745,745,746,748,751,751,752,753,756,759,759,762,762,763,764,764,769,774,777,777,780,783,783,784,784,784,784,785,786,789,792,795,801,802,804,806,808,809,813,816,818,818,818,819,828,835,837,848,872,894,921,929,941,954,964,975,982,990,998,1004,1005,1005,1005,1006,1007,1008,1010,1012,1013,1014,1016,1018,1021,1024,1024,1026,1027,1029,1029,1030,1031,1032,1034,1036,1039,1039,1040,1043,1043,1048,1049,1062,1075,1101,1101,1141,1151,1177,1194,1210,1223,1233,1240,1245,1248,1249,1255,1259,1266,1270,1273,1274,1281,1294,1300,1300,1319,1330,1352,1362,1385,1429,1469,1509,1551,1640,1797,1797,2034,2201,2360,2360,2512,2798,2970,3165,3313,3498,3498,3738,4138,4138,4551,4811,5013,5013,5661,5829,5829,6231,6438,6701,6701,6952,7600,7600,7867,8113,8259,8362,8542,8542,8542,8542,8542,9196,9380,9767,9767,10181,10452,10735,10969,11150,11433,11704,12019,12350,12704,12976,13242,13478,13740,13954,14189,14463,14596,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715,14715 -Fujian,China,26.0789,117.9874,1,5,10,18,35,59,80,84,101,120,144,159,179,194,205,215,224,239,250,261,267,272,279,281,285,287,290,292,293,293,293,293,293,293,294,294,296,296,296,296,296,296,296,296,296,296,296,296,296,296,296,296,296,296,296,296,296,296,299,303,313,313,318,322,328,331,337,338,340,343,345,345,349,350,350,350,351,351,351,351,351,352,352,353,353,353,354,355,355,355,355,355,355,355,355,355,355,355,355,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,357,357,358,358,358,358,358,358,358,358,358,358,359,359,359,359,360,361,361,361,362,362,362,362,362,362,363,363,363,363,363,363,363,363,363,363,363,363,363,363,363,363,363,363,363,363,363,363,363,363,363,363,363,364,364,364,364,364,364,364,364,365,366,366,366,366,366,366,367,367,367,367,367,367,367,367,367,367,368,368,368,368,369,370,370,370,370,370,371,372,375,375,375,375,376,378,380,382,383,383,383,384,385,386,386,387,387,387,387,388,388,390,390,392,392,393,394,395,396,396,396,396,396,397,401,403,404,409,409,411,411,411,413,413,413,413,414,414,415,416,416,416,416,417,417,417,417,418,419,420,427,429,429,430,431,431,432,436,436,437,437,441,443,444,446,455,456,456,459,459,460,460,461,461,461,461,461,463,469,469,473,474,478,479,480,481,483,487,487,489,490,490,492,493,499,500,500,500,501,501,502,502,502,502,503,503,503,504,505,507,507,507,507,507,508,508,508,509,511,512,513,513,516,517,518,518,518,519,520,526,527,528,529,529,529,529,531,532,532,533,533,534,534,534,535,536,536,536,536,539,541,541,541,541,544,545,545,545,545,546,547,548,548,548,548,548,548,548,548,548,548,548,549,549,549,549,549,549,551,551,551,551,551,551,551,551,552,552,552,553,553,553,555,556,556,557,557,557,557,557,559,559,559,559,560,560,560,560,560,561,561,561,570,571,572,572,573,573,574,576,576,580,581,582,582,583,583,584,584,586,586,586,586,586,589,590,590,590,590,591,592,593,593,593,593,593,595,595,595,595,597,597,597,598,598,598,598,599,599,599,610,610,612,613,615,616,617,617,618,620,621,621,624,625,625,628,629,629,631,632,632,635,636,637,637,638,638,641,646,650,651,652,659,660,661,661,665,669,672,675,677,680,685,686,688,688,689,690,692,692,692,692,696,698,699,700,700,704,708,709,710,710,711,711,715,719,724,724,727,730,733,736,737,741,743,748,751,751,751,751,751,754,754,755,755,766,767,771,771,773,777,779,780,780,780,782,782,783,783,784,785,786,788,789,790,790,792,792,793,797,797,799,800,803,824,846,906,957,1005,1066,1097,1140,1169,1213,1228,1248,1264,1267,1272,1274,1276,1281,1282,1282,1282,1287,1287,1289,1290,1290,1290,1291,1292,1292,1293,1294,1294,1294,1294,1294,1294,1295,1296,1296,1296,1298,1298,1298,1299,1300,1302,1302,1303,1303,1306,1308,1308,1308,1308,1311,1312,1313,1314,1314,1314,1315,1316,1316,1318,1318,1318,1318,1318,1319,1319,1319,1319,1319,1320,1320,1320,1320,1320,1321,1322,1322,1322,1322,1322,1323,1323,1326,1327,1330,1330,1331,1331,1333,1333,1336,1336,1336,1340,1340,1345,1345,1346,1346,1347,1350,1350,1352,1354,1358,1359,1363,1372,1372,1383,1390,1396,1397,1401,1410,1415,1425,1429,1434,1437,1440,1441,1442,1443,1444,1444,1446,1450,1451,1453,1453,1453,1453,1453,1453,1454,1455,1455,1455,1455,1456,1456,1459,1460,1460,1462,1463,1473,1487,1488,1493,1501,1507,1510,1513,1513,1517,1520,1530,1532,1538,1542,1549,1554,1554,1561,1562,1566,1568,1584,1586,1586,1587,1589,1590,1591,1592,1593,1604,1643,1643,1769,1885,1885,2247,2407,2522,2638,2710,2728,2733,2734,2746,2756,2766,2777,2777,2797,2808,2827,2836,2844,2866,2888,2893,2905,2914,2921,2929,2942,2958,2979,2982,2983,2984,2986,2990,2996,3001,3002,3005,3008,3009,3011,3014,3018,3019,3022,3031,3035,3037,3051,3053,3058,3062,3064,3077,3081,3096,3114,3121,3128,3138,3147,3154,3163,3172,3179,3188,3193,3201,3212,3220,3232,3247,3251,3258,3262,3262,3271,3285,3285,3295,3302,3311,3315,3317,3321,3327,3330,3337,3342,3349,3359,3363,3372,3379,3385,3389,3395,3397,3402,3408,3412,3418,3422,3429,3436,3443,3451,3457,3465,3476,3485,3502,3511,3519,3529,3535,3543,3550,3563,3570,3580,3584,3588,3594,3606,3616,3625,3631,3637,3648,3658,3663,3677,3690,3698,3704,3719,3729,3739,3757,3768,3776,3785,3795,3806,3821,3832,3841,3855,3866,3888,3901,3928,3950,3963,3971,3985,3994,3998,4008,4021,4031,4041,4048,4053,4065,4075,4092,4103,4115,4124,4137,4144,4152,4161,4168,4176,4183,4195,4206,4212,4227,4239,4252,4262,4269,4277,4281,4291,4296,4304,4309,4322,4341,4351,4362,4372,4387,4400,4412,4421,4430,4448,4460,4477,4497,4518,4532,4552,4574,4598,4620,4628,4641,4658,4671,4683,4700,4711,4722,4736,4757,4804,4830,4830,4853,4908,4931,5026,5155,5209,5271,5295,5306,5321,5336,5354,5372,5389,5404,5435,5448,5479,5500,5500,5562,5617,5652,5674,5674,5736,5787,5787,5886,5955,6019,6085,6085,6173,6344,6436,6436,6669,6669,6824,6952,7128,7176,7218,7248,7326,7326,7326,7326,7253,7253,7467,7467,7651,7961,8299,8443,8585,8802,9147,9495,10015,10515,11077,11589,12090,12822,13629,14553,15787,16386,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122,17122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-Gansu,China,35.7518,104.2861,0,2,2,4,7,14,19,24,26,29,40,51,55,57,62,62,67,79,83,83,86,87,90,90,90,90,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,102,119,120,124,124,125,127,127,127,129,133,133,133,133,134,134,134,136,136,136,136,136,136,136,138,138,138,138,138,138,138,138,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,149,150,151,151,151,151,158,158,161,161,162,163,163,164,164,164,164,164,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,167,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,177,180,180,180,180,180,180,180,180,180,180,180,181,181,181,181,181,181,181,181,181,181,181,181,181,181,181,181,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,183,183,183,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,190,190,190,191,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,194,195,195,195,195,195,195,195,195,195,195,195,195,195,195,195,195,195,195,195,195,195,195,195,195,196,196,196,197,197,197,198,198,198,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,199,200,204,209,218,235,241,245,251,255,263,275,286,295,305,313,327,329,334,336,338,340,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,344,347,354,354,354,354,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,359,360,363,365,367,367,368,368,368,368,368,369,369,370,371,383,400,407,407,524,535,540,553,560,560,578,594,617,646,652,657,663,667,667,678,680,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,681,682,682,682,682,682,682,682,682,682,682,682,682,682,686,691,693,693,701,737,767,798,851,880,912,959,1008,1060,1102,1128,1152,1189,1204,1227,1248,1267,1298,1313,1323,1333,1333,1333,1333,1333,1333,1333,1333,1334,1335,1335,1335,1335,1335,1335,1335,1335,1335,1336,1339,1339,1342,1342,1342,1343,1343,1345,1345,1346,1347,1347,1347,1347,1347,1347,1347,1347,1347,1348,1348,1348,1350,1350,1350,1350,1350,1350,1350,1350,1350,1350,1350,1350,1350,1350,1350,1350,1350,1350,1350,1350,1350,1350,1350,1351,1351,1351,1351,1351,1351,1351,1351,1351,1351,1351,1351,1351,1351,1351,1351,1351,1351,1351,1351,1351,1351,1351,1351,1355,1359,1362,1365,1365,1373,1373,1379,1381,1391,1401,1401,1423,1426,1442,1442,1455,1468,1468,1475,1480,1483,1483,1501,1515,1516,1523,1534,1534,1539,1547,1551,1551,1551,1551,1551,1551,1559,1559,1559,1560,1561,1561,1561,1561,1561,1561,1561,1561,1561,1561,1562,1562,1563,1565,1565,1565,1567,1567,1568,1569,1569,1569,1572,1572,1572,1572,1576,1580,1616,1622,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742,1742 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-Guangxi,China,23.8298,108.7881,2,5,23,23,36,46,51,58,78,87,100,111,127,139,150,168,172,183,195,210,215,222,222,226,235,237,238,242,244,245,246,249,249,251,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,253,253,253,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,257,257,257,257,257,257,257,257,257,258,258,258,258,258,258,258,258,258,258,258,259,259,259,259,259,259,259,259,259,259,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,262,262,262,263,263,263,263,263,263,263,263,263,263,263,263,263,263,263,263,263,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,265,266,266,266,266,266,266,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,267,270,270,270,270,270,270,270,270,270,270,270,270,270,270,270,270,270,270,270,270,271,274,274,274,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,275,276,276,276,276,276,276,276,276,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,280,287,287,287,287,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,290,290,290,290,290,291,291,291,291,292,292,292,292,292,292,292,292,292,295,297,297,297,297,297,298,298,298,298,298,298,298,298,298,299,299,301,301,301,304,305,306,306,314,316,317,317,320,320,320,320,320,323,325,326,327,329,330,331,334,335,338,339,340,341,346,349,349,350,351,355,358,359,360,361,362,362,362,362,366,367,372,373,379,381,386,390,391,393,395,396,400,401,409,413,416,417,426,439,447,456,463,478,486,490,497,499,499,506,516,523,537,540,547,554,558,568,575,593,599,605,610,613,622,630,637,641,650,652,656,662,665,668,673,675,677,681,681,683,687,688,690,690,691,693,694,695,700,704,705,706,708,710,710,715,716,716,716,716,723,761,826,903,911,946,978,996,1002,1007,1011,1016,1019,1021,1023,1028,1028,1030,1038,1046,1062,1079,1101,1115,1120,1130,1159,1174,1196,1201,1219,1225,1237,1246,1256,1260,1271,1292,1321,1333,1347,1351,1359,1374,1383,1395,1395,1418,1425,1432,1447,1462,1471,1479,1479,1483,1486,1487,1494,1498,1498,1510,1513,1518,1522,1527,1532,1538,1541,1543,1555,1556,1561,1561,1566,1568,1568,1572,1573,1577,1579,1579,1581,1583,1584,1587,1590,1590,1592,1592,1592,1593,1594,1597,1600,1605,1607,1609,1610,1610,1610,1611,1611,1613,1615,1617,1617,1619,1621,1622,1622,1626,1627,1629,1632,1634,1634,1638,1639,1639,1641,1643,1644,1646,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1649,1658,1717,1852,1873,1927,1949,1984,2007,2029,2061,2094,2126,2136,2151,2183,2192,2201,2205,2207,2223,2227,2230,2236,2239,2241,2245,2246,2247,2248,2248,2249,2249,2250,2251,2251,2251,2252,2252,2252,2252,2253,2253,2253,2253,2253,2254,2254,2254,2254,2254,2254,2255,2255,2263,2285,2297,2300,2303,2305,2312,2317,2321,2325,2326,2328,2328,2328,2328,2328,2328,2329,2329,2329,2329,2329,2329,2329,2329,2329,2329,2329,2330,2330,2331,2332,2332,2335,2335,2335,2335,2335,2335,2336,2338,2340,2341,2342,2346,2346,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2349,2350,2350,2350,2350,2350,2350,2351,2357,2357,2357,2360,2361,2364,2366,2379,2384,2386,2395,2395,2400,2411,2411,2419,2424,2425,2425,2425,2428,2428,2430,2431,2431,2431,2431,2431,2438,2440,2443,2443,2457,2472,2482,2486,2490,2495,2497,2518,2559,2805,3204,3477,3860,4550,5835,7642,9471,11517,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,13371,1337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-Guizhou,China,26.8154,106.8748,1,3,3,4,5,7,9,9,12,29,29,38,46,58,64,71,81,89,99,109,127,133,135,140,143,144,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,147,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,148,148,149,149,149,153,153,158,158,158,158,158,158,158,158,158,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,159,160,160,160,160,160,160,160,160,160,160,160,160,160,160,160,160,160,160,160,160,160,160,160,160,160,160,160,161,161,161,161,161,161,161,161,161,161,161,161,161,161,162,162,162,162,162,162,162,162,162,162,162,162,162,162,162,162,162,162,162,162,162,162,162,162,162,162,162,162,162,162,164,164,166,168,170,170,171,171,171,171,171,171,172,172,172,172,172,173,173,174,174,174,176,177,177,178,178,178,178,178,178,178,178,178,178,178,179,179,179,179,179,179,179,179,179,179,179,179,179,179,179,179,179,179,180,180,180,180,181,181,182,182,182,184,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,187,187,187,188,188,189,189,189,189,190,190,191,192,192,192,193,193,193,193,193,194,194,194,194,194,194,194,198,201,202,202,203,207,213,218,220,221,221,221,229,239,247,247,247,309,350,407,492,524,524,524,524,524,902,919,921,924,927,927,927,928,929,930,932,932,933,935,938,938,939,939,940,940,942,942,942,944,944,945,946,946,946,946,946,948,948,948,950,950,952,953,955,955,960,961,962,964,968,973,988,1001,1011,1011,1042,1048,1059,1069,1082,1082,1102,1178,1209,1237,1259,1277,1297,1297,1321,1356,1376,1385,1385,1415,1495,1707,1751,1753,1755,1756,1756,1756,1756,1756,1777,1777,1778,1778,1794,1795,1795,1796,1797,1800,1807,1810,1811,1811,1818,1906,1950,2043,2133,2202,2338,2387,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534,2534 -Hainan,China,19.1959,109.7453,4,5,8,19,22,33,40,43,46,52,62,64,72,80,99,106,117,124,131,138,144,157,157,159,162,162,163,163,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,170,170,170,170,170,170,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,175,175,187,187,187,187,187,187,187,187,187,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,188,189,189,189,189,189,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,190,191,191,191,191,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,193,194,196,196,206,209,215,216,226,230,233,237,243,245,266,280,283,283,285,285,285,285,285,285,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,291,291,291,291,292,292,292,292,292,294,303,306,309,316,321,325,326,326,326,326,326,326,326,326,326,326,326,326,326,326,326,327,339,363,363,490,752,1049,1608,1608,1893,2452,2452,2452,4135,5142,5624,6120,6561,7030,7470,7702,7907,8171,8388,8499,8590,8660,8694,8731,8767,8791,8818,8858,8882,8896,8926,8939,8941,8942,8944,8944,8944,8944,8944,8944,8944,8946,8951,8952,8952,8954,8954,8954,8955,8955,8955,8955,8955,8955,8955,8955,8955,8955,8955,8955,8957,8964,8964,8974,8977,8977,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8979,8981,8983,8983,8983,8983,8983,8984,8984,8992,8992,8999,9003,9003,9010,9015,9015,9025,9035,9048,9055,9065,9077,9092,9092,9121,9184,9239,9298,9298,9453,9453,9542,9731,9894,10101,10287,10287,10287,10287,10287,10422,10425,10432,10432,10436,10445,10447,10449,10452,10455,10457,10459,10461,10463,10465,10467,10467,10469,10469,10471,10472,10472,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483,10483 -Hebei,China,39.549,116.1306,1,1,2,8,13,18,33,48,65,82,96,104,113,126,135,157,172,195,206,218,239,251,265,283,291,300,301,306,306,307,308,309,311,311,311,312,317,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,319,319,319,319,319,319,319,319,321,321,323,325,326,326,327,327,327,327,327,327,327,327,327,327,327,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,331,335,336,338,340,340,344,346,346,348,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,349,350,350,351,351,351,351,351,351,351,351,351,354,359,359,360,360,362,362,362,362,362,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,367,367,367,368,368,368,368,368,368,368,368,368,368,368,369,371,372,372,372,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,373,374,378,392,412,465,498,512,558,640,680,770,851,941,1031,1103,1157,1192,1211,1231,1252,1264,1283,1294,1299,1306,1309,1310,1311,1312,1313,1313,1314,1316,1316,1316,1316,1316,1316,1316,1316,1316,1316,1316,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1318,1318,1318,1318,1318,1318,1318,1318,1318,1318,1319,1318,1318,1318,1318,1318,1318,1318,1318,1318,1319,1321,1321,1321,1321,1321,1321,1322,1330,1338,1352,1375,1385,1399,1415,1423,1435,1440,1443,1445,1449,1452,1453,1453,1453,1453,1453,1453,1453,1453,1453,1453,1453,1453,1453,1453,1453,1453,1453,1453,1453,1457,1457,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1458,1461,1463,1464,1468,1468,1469,1469,1469,1473,1474,1474,1474,1474,1476,1476,1476,1476,1476,1476,1476,1476,1476,1476,1476,1476,1476,1476,1476,1476,1476,1476,1476,1476,1476,1476,1476,1476,1476,1477,1482,1488,1502,1511,1515,1526,1536,1552,1574,1607,1658,1671,1671,1747,1771,1775,1796,1847,1858,1867,1875,1899,1918,1928,1935,1941,1947,1952,1952,1956,1957,1960,1966,1972,1975,1976,1978,1981,1981,1981,1982,1984,1984,1984,1984,1984,1985,1986,1987,1988,1992,1993,1993,1995,1996,1998,1998,1998,1998,1998,1998,1998,1998,2002,2002,2003,2003,2003,2003,2003,2003,2003,2004,2004,2004,2004,2004,2004,2004,2004,2004,2004,2004,2004,2004,2004,2004,2004,2004,2005,2005,2005,2005,2005,2005,2005,2005,2005,2005,2005,2005,2005,2005,2005,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2009,2009,2009,2009,2009,2009,2009,2009,2009,2009,2009,2009,2009,2009,2009,2009,2009,2010,2010,2010,2010,2013,2015,2016,2016,2020,2022,2024,2024,2027,2027,2027,2027,2027,2027,2027,2027,2027,2027,2027,2027,2027,2027,2027,2027,2027,2027,2027,2027,2027,2027,2027,2027,2029,2029,2029,2029,2030,2031,2031,2032,2032,2032,2032,2032,2033,2033,2033,2033,2033,2033,2033,2033,2033,2033,2033,2033,2033,2033,2033,2033,2034,2034,2034,2034,2035,2035,2035,2035,2035,2036,2037,2037,2038,2038,2038,2039,2043,2048,2054,2055,2055,2055,2057,2066,2068,2073,2073,2182,2182,2182,2182,2182,2182,2767,2767,2783,2801,2818,2818,2823,2823,2825,2825,2831,2834,2836,2838,2839,2839,2839,2839,2877,2891,2914,2914,2943,2958,2971,2982,2996,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-Heilongjiang,China,47.862,127.7615,0,2,4,9,15,21,33,38,44,59,80,95,121,155,190,227,277,295,307,331,360,378,395,419,425,445,457,464,470,476,479,479,480,480,480,480,480,480,480,480,480,480,480,481,481,481,481,481,481,482,482,482,482,482,482,482,482,483,484,484,484,484,484,484,484,484,484,484,484,484,484,488,489,491,504,524,544,569,609,638,661,684,740,819,841,861,872,892,898,905,913,921,928,930,935,936,939,939,939,944,944,944,944,944,944,944,944,944,944,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,947,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,948,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,949,951,951,956,958,960,960,960,960,960,960,961,961,961,961,961,961,961,961,961,962,964,964,964,968,969,969,970,970,971,971,971,971,972,988,1031,1074,1097,1109,1116,1143,1159,1227,1274,1330,1359,1394,1447,1476,1504,1525,1552,1561,1583,1591,1597,1601,1606,1609,1609,1609,1609,1609,1609,1609,1609,1609,1609,1609,1609,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1610,1611,1611,1611,1611,1611,1611,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1612,1613,1613,1613,1613,1614,1614,1614,1614,1614,1614,1614,1615,1615,1615,1615,1615,1615,1615,1616,1616,1616,1616,1616,1616,1616,1616,1616,1616,1616,1616,1616,1616,1616,1616,1616,1616,1618,1621,1629,1644,1652,1656,1667,1678,1686,1692,1702,1704,1705,1708,1709,1711,1711,1711,1711,1711,1711,1711,1711,1715,1711,1711,1712,1712,1712,1712,1712,1712,1712,1713,1713,1713,1713,1714,1723,1749,1768,1795,1822,1857,1902,1930,1946,1952,1958,1966,1970,1977,1984,1986,1988,1990,1992,1992,1992,1992,1992,1992,1992,1992,1992,1992,1992,1992,1992,1992,1992,1992,1992,2002,2007,2017,2024,2026,2027,2031,2033,2033,2034,2034,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2035,2039,2044,2053,2055,2063,2064,2064,2064,2064,2064,2064,2064,2064,2064,2064,2064,2064,2065,2065,2065,2066,2066,2066,2066,2066,2066,2068,2068,2069,2069,2071,2072,2072,2079,2083,2087,2088,2092,2093,2093,2093,2094,2095,2098,2108,2111,2114,2121,2128,2143,2159,2175,2196,2215,2245,2289,2302,2312,2335,2344,2352,2363,2368,2387,2406,2406,2443,2448,2463,2480,2488,2497,2499,2504,2505,2505,2506,2508,2515,2522,2547,2579,2609,2673,2718,2760,2794,2825,2851,2877,2895,2920,2931,2936,2938,2943,2952,2965,2972,2977,2982,2983,2983,2983,2983,2983,2983,2983,2983,2983,2983,2983,2983,2983,2983,2983,2983,2983,2983,2983,2983,2983,2983,2984,2984,2984,2984,2984,2984,2984,2984,2984,2984,2984,2985,2985,2985,2985,2986,2986,2986,2986,2986,2987,2987,2987,2987,2987,2987,2987,2987,2988,2988,2988,2988,2988,2988,2988,2988,2988,2988,2988,2989,2989,2989,2989,2989,2989,2989,2989,2989,2989,2990,2990,2990,2990,2990,2990,2990,2990,2990,2990,2990,2990,2990,2990,2991,2993,2993,2997,3000,3001,3002,3003,3004,3005,3005,3005,3005,3006,3006,3012,3013,3013,3017,3020,3024,3027,3031,3034,3034,3035,3035,3035,3036,3053,3061,3074,3084,3097,3164,3172,3177,3185,3200,3206,3220,3222,3224,3227,3227,3228,3228,3238,3241,3242,3246,3250,3260,3268,3285,3307,3318,3334,3355,3360,3369,3384,3389,3389,3389,3391,3392,3397,3400,3401,3403,3404,3404,3410,3413,3424,3449,3455,3462,3466,3467,3467,3467,3468,3468,3468,3468,3470,3470,3475,3475,3485,3496,3499,3504,3517,3523,3534,3540,3556,3559,3562,3562,3571,3589,3596,3615,3620,3655,3655,3666,3676,3697,3697,3714,3742,3806,3904,4012,4146,4278,4332,4434,4434,4524,4612,4723,4815,5038,5038,5156,5250,5319,5344,5357,5377,5389,5389,5389,5389,5433,5438,5467,5467,5493,5536,5549,55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-Henan,China,37.8957,114.9042,5,5,9,32,83,128,168,206,278,352,422,493,566,675,764,851,914,981,1033,1073,1105,1135,1169,1184,1212,1231,1246,1257,1262,1265,1267,1270,1271,1271,1271,1271,1272,1272,1272,1272,1272,1272,1272,1272,1272,1272,1272,1272,1272,1273,1273,1273,1273,1273,1273,1273,1273,1273,1273,1273,1274,1274,1274,1274,1275,1275,1275,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1277,1277,1277,1277,1278,1278,1278,1279,1279,1279,1280,1280,1280,1280,1280,1280,1280,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1283,1283,1283,1283,1283,1283,1283,1284,1284,1284,1284,1284,1284,1284,1284,1286,1286,1286,1286,1286,1286,1286,1286,1287,1287,1288,1288,1288,1288,1288,1288,1288,1288,1288,1289,1289,1289,1289,1289,1289,1289,1289,1290,1290,1292,1295,1295,1295,1295,1295,1295,1295,1295,1295,1295,1295,1295,1295,1296,1296,1297,1297,1297,1297,1298,1298,1298,1298,1298,1299,1299,1299,1299,1299,1299,1299,1300,1300,1300,1301,1301,1301,1301,1302,1302,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1303,1304,1304,1304,1304,1304,1304,1304,1304,1304,1304,1304,1304,1304,1304,1304,1305,1305,1305,1305,1305,1305,1307,1307,1308,1308,1309,1309,1309,1309,1309,1309,1309,1309,1309,1309,1309,1309,1309,1309,1309,1309,1310,1310,1310,1311,1311,1311,1311,1311,1311,1311,1311,1311,1311,1311,1311,1311,1311,1311,1311,1311,1311,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1312,1313,1313,1313,1313,1313,1314,1314,1314,1314,1314,1314,1314,1314,1314,1314,1315,1315,1315,1315,1315,1315,1315,1316,1316,1316,1316,1316,1316,1316,1316,1316,1316,1316,1316,1316,1316,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1317,1318,1320,1320,1320,1320,1321,1324,1324,1324,1325,1325,1325,1326,1326,1326,1326,1326,1327,1328,1330,1330,1330,1331,1331,1331,1345,1347,1349,1352,1355,1356,1360,1384,1425,1462,1469,1472,1503,1507,1512,1518,1518,1518,1519,1521,1521,1522,1523,1524,1525,1525,1527,1528,1528,1528,1528,1528,1528,1530,1531,1531,1532,1532,1532,1532,1532,1535,1536,1536,1536,1537,1537,1539,1539,1539,1539,1539,1539,1539,1539,1539,1540,1540,1540,1540,1540,1540,1542,1542,1542,1542,1542,1542,1543,1543,1544,1544,1544,1544,1545,1547,1550,1550,1550,1550,1551,1552,1553,1553,1553,1553,1555,1555,1558,1558,1558,1559,1559,1559,1560,1562,1567,1570,1574,1592,1594,1603,1616,1628,1629,1629,1632,1632,1632,1633,1634,1634,1634,1636,1636,1636,1636,1636,1637,1637,1637,1637,1637,1637,1637,1637,1637,1637,1637,1637,1637,1637,1637,1637,1637,1638,1638,1638,1638,1638,1638,1638,1638,1638,1640,1640,1640,1640,1641,1641,1641,1641,1641,1641,1642,1642,1650,1654,1719,1777,1821,1880,1941,2029,2147,2223,2321,2373,2402,2471,2573,2606,2630,2634,2638,2639,2640,2643,2645,2648,2648,2649,2653,2654,2655,2656,2657,2657,2659,2660,2661,2662,2662,2662,2662,2662,2662,2663,2663,2663,2664,2664,2664,2664,2664,2664,2664,2664,2664,2664,2664,2664,2666,2667,2672,2677,2680,2685,2690,2690,2690,2699,2703,2708,2709,2710,2711,2711,2713,2714,2715,2718,2719,2726,2738,2748,2758,2761,2775,2785,2788,2814,2829,2829,2833,2833,2835,2838,2838,2839,2839,2840,2840,2840,2843,2846,2850,2851,2851,2854,2856,2859,2862,2863,2866,2871,2878,2883,2891,2894,2898,2900,2902,2906,2907,2909,2921,2935,2959,2988,3013,3027,3052,3074,3095,3110,3117,3122,3130,3141,3144,3155,3159,3160,3163,3163,3163,3165,3174,3174,3178,3180,3180,3180,3182,3182,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3183,3184,3184,3184,3185,3185,3185,3185,3185,3194,3197,3198,3199,3200,3200,3203,3204,3204,3204,3204,3205,3205,3207,3207,3208,3216,3222,3223,3224,3224,3226,3226,3228,3228,3228,3229,3229,3229,3230,3230,3231,3231,3231,3232,3235,3235,3238,3239,3239,3242,3244,3247,3251,3253,3254,3258,3260,3274,3276,3281,3282,3286,3300,3302,3305,3305,3305,3306,3307,3316,3316,3316,3317,3317,3317,3317,3317,3317,3319,3321,3322,3325,3325,3325,3325,3325,3326,3327,3329,3330,3330,3330,3330,3332,3333,3336,3341,3341,3349,3360,3372,3385,3397,3405,3415,3422,3430,3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-Hong 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549,1556,1563,1572,1582,1589,1600,1608,1621,1645,1645,1665,1670,1682,1697,1712,1712,1722,1769,1779,1795,1803,1803,1816,1831,1838,1843,1850,1856,1856,1858,1861,1869,1879,1883,1896,1909,1932,1961,1991,2017,2040,2129,2129,2155,2185,2216,2282,2365,2376,2390,2397,2412,2425,2432,2441,2442,2442,2442,2442,2462,2541,2749,2749,2983,3076,3185,3275,3362,3505,3710,3923,4183,4470,4621,4846,5074,5416,5853,6266,6649,6865,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437,7437 -Inner Mongolia,China,44.0935,113.9448,0,0,1,7,7,11,15,16,19,20,23,27,34,35,42,46,50,52,54,58,58,60,61,65,68,70,72,73,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,77,89,92,94,95,97,107,111,117,117,117,117,118,121,124,126,128,155,189,190,190,190,193,193,193,193,194,194,194,194,197,198,198,199,199,200,201,201,201,201,201,201,201,201,201,201,208,209,209,209,209,209,209,213,216,216,216,216,217,217,227,232,232,232,232,232,232,235,235,235,235,235,235,235,235,235,237,237,237,237,237,237,238,238,238,238,238,238,238,238,238,238,238,238,238,238,238,238,238,238,238,238,239,240,244,244,244,244,245,249,249,249,249,249,249,249,249,249,249,250,250,251,256,258,258,258,258,258,258,258,258,258,258,258,258,258,258,258,258,259,259,259,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,260,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,263,263,263,263,263,263,263,266,266,266,266,266,266,266,268,268,268,268,268,268,268,269,270,270,270,275,275,275,275,275,275,275,275,275,275,277,278,279,287,287,288,291,291,295,297,298,300,303,303,305,305,305,306,307,307,307,307,307,307,308,308,308,310,310,311,311,320,320,320,320,323,327,329,330,333,333,333,336,336,336,337,337,337,337,338,342,342,342,342,342,344,350,352,352,352,352,352,352,358,359,361,364,364,364,365,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,366,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,368,368,368,368,368,368,369,369,369,369,369,369,369,370,370,370,371,371,371,371,374,374,374,374,375,375,375,375,376,376,376,377,377,377,377,377,377,377,377,377,378,379,379,379,379,379,379,379,379,379,380,380,380,380,380,380,381,381,382,382,382,382,382,382,382,382,383,383,383,384,384,384,384,384,384,384,384,385,385,385,386,386,386,387,387,387,387,387,388,388,388,388,390,390,390,390,390,390,393,393,393,393,393,393,393,393,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,397,397,397,397,397,397,398,399,399,399,399,399,399,401,403,403,403,403,403,403,405,408,408,408,408,409,409,409,410,410,410,410,410,410,410,410,410,410,411,411,412,412,412,412,412,412,412,412,412,412,412,412,412,412,412,414,414,414,414,414,414,414,416,416,416,416,416,416,416,416,416,416,416,416,416,416,418,418,418,418,418,419,419,419,420,420,420,420,420,420,420,421,421,421,422,422,422,423,423,425,433,435,451,457,464,483,499,531,538,558,579,591,598,600,606,608,610,611,611,613,613,613,613,614,618,618,618,618,618,618,618,618,618,618,618,618,618,618,618,618,638,659,750,803,859,920,950,978,1033,1067,1109,1133,1148,1158,1163,1168,1171,1173,1177,1178,1178,1185,1185,1185,1185,1186,1186,1186,1186,1186,1186,1186,1186,1186,1186,1186,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1191,1198,1201,1223,1269,1334,1366,1386,1433,1473,1503,1535,1573,1584,1598,1614,1621,1630,1638,1647,1654,1656,1659,1662,1664,1665,1666,1666,1666,1666,1666,1673,1673,1673,1675,1677,1677,1677,1677,1681,1681,1681,1681,1682,1683,1683,1683,1683,1683,1684,1684,1685,1687,1687,1687,1687,1688,1688,1688,1690,1691,1691,1692,1693,1693,1694,1694,1700,1706,1716,1723,1730,1739,1742,1748,1750,1751,1752,1752,1752,1752,1752,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1753,1756,1767,1767,1794,1814,1849,1886,1901,1920,1998,2025,2040,2054,2067,2073,2078,2079,2079,2079,2081,2082,2097,2097,2097,2097,2097,2097,2097,2097,2098,2100,2102,2104,2104,2108,2112,2124,2133,2136,2138,2144,2145,2149,2152,2152,2155,2157,2157,2163,2165,2166,2166,2166,2166,2166,2166,2166,2166,2166,2167,2174,2182,2194,2202,2224,2236,2248,2264,2291,2298,2307,2312,2320,2324,2326,2326,2331,2335,2336,2340,2343,2345,2346,2349,2353,2361,2367,2367,2375,2382,2396,2398,2402,2416,2430,2469,2527,2595,2637,2670,2694,2709,2717,2724,2731,2735,2740,2746,2748,2750,2750,2755,2755,2759,2765,2766,2768,2768,2770,2771,2790,2817,2904,3057,3122,3148,3163,3419,3629,3752,3899,3947,4002,4058,4107,4120,4136,4155,4181,4211,4238,4272,4303,4335,4357,4392,4423,4461,4461,4484,4505,4529,4544,4763,5002,5080,5124,5183,5342,5477,5586,5686,5776,5890,5971,6055,6138,6246,6358,6475,6574,6666,6744,6868,6956,7048,7161,7267,7389,7480,7587,7664,7664,7807,7862,7928,7973,7973,8050,8102,8171,8194,8215,8222,8237,8237,8237,8237,8318,8335,8386,8386,8394,8410,8419,8423,8427,8431,8468,8502,8512,8518,8524,8541,8564,8614,8640,8677,8697,8719,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847,8847 -Jiangsu,China,32.9711,119.455,1,5,9,18,33,47,70,99,129,168,202,236,271,308,341,373,408,439,468,492,515,543,570,593,604,617,626,629,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,633,633,636,638,640,641,641,644,645,646,646,647,651,651,651,651,651,651,651,651,652,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,654,654,654,654,654,654,654,654,654,654,654,654,654,654,654,654,654,654,654,654,654,654,654,654,654,654,654,654,654,654,655,655,655,655,655,655,655,655,655,655,655,658,658,658,658,659,659,659,659,659,659,659,659,661,661,661,664,664,664,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,665,666,666,666,666,666,666,666,666,666,666,666,667,667,667,667,667,667,667,667,667,667,667,669,669,669,669,670,670,670,670,670,670,670,670,670,672,672,672,672,673,674,674,674,674,674,674,675,675,676,676,676,676,676,677,677,677,677,677,677,677,677,679,679,680,680,680,680,680,680,680,680,680,680,680,680,680,681,681,681,683,684,684,684,684,684,684,684,684,684,684,684,684,684,684,684,684,684,684,684,684,684,684,684,685,685,685,686,687,687,687,687,687,687,688,688,688,688,688,688,688,688,690,691,691,691,692,693,693,693,694,694,697,698,698,699,699,701,701,702,703,703,703,703,703,703,703,703,703,703,703,703,703,703,704,704,704,704,704,704,704,704,704,704,704,704,705,705,705,705,705,705,706,706,707,707,707,707,708,708,708,708,708,708,708,708,708,708,708,708,710,710,711,711,713,714,715,716,716,716,716,716,716,716,716,716,716,716,716,716,716,716,716,717,717,718,718,718,718,719,719,719,719,720,720,720,720,720,720,720,720,721,721,721,721,721,721,721,722,722,722,722,722,723,724,725,725,726,726,726,726,727,727,727,727,727,728,728,729,729,729,730,734,735,736,736,738,739,739,739,739,740,740,742,742,742,742,742,742,742,742,742,743,743,743,743,743,744,744,744,744,744,745,747,748,748,750,750,751,751,751,751,764,776,788,790,829,863,911,931,949,968,998,1041,1088,1126,1166,1227,1281,1319,1357,1407,1461,1499,1525,1543,1561,1567,1570,1576,1579,1582,1583,1584,1584,1584,1586,1586,1587,1587,1589,1589,1589,1589,1590,1590,1591,1591,1591,1591,1591,1591,1592,1592,1592,1592,1592,1592,1592,1592,1592,1592,1592,1595,1595,1595,1595,1595,1595,1596,1598,1599,1599,1599,1599,1599,1599,1599,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1600,1603,1603,1603,1603,1603,1603,1603,1603,1603,1603,1603,1603,1603,1617,1617,1617,1617,1619,1619,1619,1619,1619,1619,1619,1619,1619,1619,1619,1619,1619,1619,1619,1619,1619,1619,1620,1620,1620,1620,1621,1621,1621,1621,1621,1621,1621,1622,1622,1622,1624,1624,1624,1624,1624,1624,1625,1625,1625,1625,1625,1625,1626,1626,1627,1627,1627,1627,1627,1628,1629,1629,1629,1629,1629,1629,1629,1629,1629,1629,1629,1629,1629,1629,1629,1629,1629,1630,1630,1630,1630,1630,1630,1630,1630,1631,1631,1631,1631,1631,1631,1631,1631,1631,1640,1659,1675,1679,1698,1727,1739,1751,1754,1757,1761,1767,1773,1774,1779,1779,1780,1781,1782,1787,1792,1802,1816,1830,1866,1886,1910,1927,1947,1960,1970,1974,1977,1978,1978,1981,1983,1991,1992,1998,1999,2002,2005,2006,2011,2011,2032,2037,2047,2054,2057,2060,2073,2078,2083,2090,2104,2109,2113,2115,2120,2122,2129,2140,2148,2156,2163,2169,2175,2180,2182,2190,2192,2195,2200,2203,2206,2206,2209,2212,2213,2213,2214,2214,2214,2215,2215,2215,2215,2215,2216,2217,2218,2218,2220,2222,2222,2222,2223,2224,2225,2230,2234,2235,2235,2235,2235,2235,2235,2235,2235,2235,2235,2235,2235,2235,2235,2235,2235,2235,2236,2236,2236,2238,2239,2239,2239,2239,2239,2239,2242,2244,2245,2245,2247,2252,2253,2256,2260,2264,2267,2271,2277,2280,2287,2290,2294,2299,2305,2308,2308,2311,2313,2314,2314,2315,2316,2316,2316,2317,2318,2318,2318,2318,2319,2319,2319,2319,2323,2323,2324,2324,2325,2328,2330,2331,2331,2331,2331,2332,2332,2333,2334,2338,2339,2340,2342,2342,2344,2344,2344,2346,2346,2348,2348,2349,2351,2352,2354,2355,2356,2356,2358,2359,2361,2361,2364,2366,2367,2368,2369,2369,2371,2371,2374,2377,2378,2379,2379,2380,2380,2382,2383,2385,2386,2392,2397,2402,2411,2414,2420,2432,2456,2466,2472,2479,2487,2491,2500,2508,2517,2526,2538,2543,2559,2570,2573,2586,2592,2598,2605,2610,2612,2617,2632,2644,2644,2665,2692,2716,2734,2748,2754,2760,2763,2766,2768,2772,2775,2775,2786,2793,2817,2832,2859,2859,2890,2913,2987,3052,3104,3104,3226,3259,3305,3305,3359,3385,3417,3417,3454,3481,3565,3596,3626,3626,3667,3708,3746,3769,3779,3783,3796,3796,3796,3796,3769,3782,3788,3788,3808,3810,3811,3815,3816,3820,3821,3821,3821,3853,3879,3897,3902,3904,3931,3954,3983,3984,5075,5075,5075,5075,5075,5075,5075,5075,5075,5075,5075,5075,5075,5075,5075,5075,5075,5075,5075,5075,5075,5075,5075,5075,5075,50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-Jiangxi,China,27.614,115.7221,2,7,18,18,36,72,109,109,162,240,286,333,391,476,548,600,661,698,740,771,804,844,872,900,913,925,930,933,934,934,934,934,934,934,934,934,934,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,936,936,936,936,936,936,936,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,936,936,936,936,936,936,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,938,939,941,943,943,945,946,947,948,951,953,953,954,957,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,959,960,962,962,968,969,983,992,1004,1027,1030,1032,1033,1034,1035,1036,1036,1040,1042,1046,1048,1050,1053,1058,1060,1063,1065,1067,1068,1069,1070,1071,1071,1081,1090,1115,1129,1162,1174,1184,1198,1291,1347,1358,1362,1364,1369,1371,1376,1378,1381,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1383,1384,1384,1384,1384,1384,1386,1386,1386,1386,1389,1389,1389,1390,1391,1392,1393,1393,1393,1393,1396,1400,1400,1402,1402,1408,1410,1410,1412,1415,1419,1424,1430,1431,1433,1436,1436,1436,1438,1438,1438,1438,1438,1438,1438,1438,1438,1438,1438,1438,1438,1438,1438,1442,1442,1451,1461,1462,1463,1463,1464,1465,1466,1466,1467,1468,1470,1471,1472,1473,1473,1473,1473,1473,1474,1474,1474,1476,1480,1484,1486,1488,1489,1489,1489,1489,1491,1493,1494,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1495,1496,1497,1500,1501,1501,1505,1505,1506,1506,1506,1506,1506,1506,1506,1506,1511,1511,1511,1512,1522,1528,1529,1529,1532,1533,1533,1533,1538,1538,1540,1543,1543,1543,1544,1545,1545,1545,1547,1547,1547,1547,1547,1549,1549,1686,1686,1971,1994,2026,2030,2042,2075,2111,2199,2275,2394,2468,2530,2621,2754,2904,3066,3243,3316,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423,3423 -Jilin,China,43.6661,126.1923,0,1,3,4,4,6,8,9,14,14,17,23,31,42,54,59,65,69,78,80,81,83,84,86,88,89,89,89,90,91,91,91,91,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,94,95,95,97,98,98,98,98,98,98,98,98,98,98,98,98,98,98,99,100,100,102,102,102,102,104,104,106,106,108,109,109,110,110,110,111,111,112,112,112,112,112,112,113,113,124,127,127,133,134,138,140,144,146,151,151,151,151,154,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,167,197,240,286,319,342,351,363,430,437,451,460,473,478,541,551,555,563,571,571,572,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,573,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,574,575,575,576,577,577,577,577,577,577,577,577,577,577,577,577,577,577,577,577,577,577,577,577,577,577,577,577,577,577,577,577,577,579,579,579,579,579,579,580,581,581,581,581,581,581,581,581,581,582,582,582,582,582,583,583,583,583,583,583,583,585,585,585,585,585,585,585,585,585,585,585,586,586,587,587,587,588,588,588,588,588,589,589,589,589,589,589,589,589,589,589,589,589,589,589,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,590,591,591,591,591,591,591,592,592,592,592,592,592,592,592,594,594,594,594,594,594,594,596,598,598,598,598,598,598,601,603,603,605,605,605,609,621,629,649,674,729,775,869,869,1133,1133,1269,2683,3578,6654,8852,8852,10686,13551,13551,15093,19315,21125,22235,23357,24428,25518,26573,27723,29063,29063,32156,33112,33948,34740,35713,36603,37220,37468,37710,37897,38068,38301,38626,38800,38995,39162,39328,39416,39549,39644,39707,39843,39903,39982,40026,40077,40133,40175,40195,40211,40242,40242,40245,40249,40251,40254,40257,40257,40257,40257,40260,40260,40261,40262,40262,40267,40276,40282,40284,40284,40284,40284,40285,40287,40287,40289,40292,40292,40292,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40293,40297,40297,40297,40297,40297,40297,40299,40299,40299,40300,40300,40301,40304,40304,40308,40309,40309,40309,40309,40309,40309,40309,40309,40309,40309,40309,40309,40309,40309,40310,40312,40315,40326,40326,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40329,40330,40330,40330,40330,40336,40336,40349,40356,40364,40375,40379,40387,40418,40418,40436,40446,40455,40464,40473,40480,40481,40481,40481,40481,40481,40481,40481,40481,40481,40481,40480,40480,40480,40485,40485,40485,40485,40485,40485,40485,40485,40485,40485,40492,40499,40529,40559,40588,40646,40683,40712,40747,40764,40764,40764,40764,40764,40764,40764,40764,40764,40764,40764,40764,40764,40764,40764,40764,40764,40764,40764,40764,40764,40764,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-Liaoning,China,41.2956,122.6085,2,3,4,17,21,27,34,39,41,48,64,70,74,81,89,94,99,105,107,108,111,116,117,119,119,121,121,121,121,121,121,121,121,121,121,121,121,121,121,122,122,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,126,126,127,127,127,127,128,128,132,134,136,139,140,141,141,141,142,142,144,144,144,144,145,145,145,145,145,145,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,147,147,147,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,151,151,152,152,152,153,153,153,154,154,154,154,154,154,154,155,155,155,155,156,156,156,157,157,159,162,162,162,164,164,164,164,164,164,164,164,164,164,164,165,167,176,189,203,209,217,222,233,241,244,253,255,255,258,259,259,259,261,261,261,261,261,261,261,261,261,261,261,261,261,261,261,262,262,262,262,262,262,262,262,262,263,263,263,263,263,263,263,263,264,264,264,264,264,264,264,264,265,265,265,265,265,267,267,267,271,271,271,271,271,271,271,271,271,271,271,271,273,275,276,280,280,280,280,280,280,280,280,280,280,280,280,280,283,283,283,283,283,283,283,283,283,283,283,283,284,284,284,285,285,286,286,286,288,288,288,288,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,289,290,291,292,294,295,302,310,316,323,329,337,342,347,351,359,362,369,372,373,374,377,384,387,393,396,396,396,396,396,396,396,396,396,396,396,396,397,397,397,397,397,397,397,400,400,402,402,402,402,402,402,402,402,402,402,403,404,404,404,404,404,404,404,405,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,407,407,407,407,407,407,407,407,407,407,407,407,407,407,407,407,407,407,407,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,411,415,418,422,422,423,423,424,425,425,425,425,425,425,425,425,425,425,425,425,425,425,425,426,426,426,426,426,426,426,426,426,426,426,426,426,426,426,426,426,427,427,427,427,427,427,427,427,428,428,429,429,430,430,430,430,430,430,430,430,431,431,431,431,431,431,431,431,431,431,431,432,433,433,435,435,436,437,437,437,437,438,438,438,438,438,438,438,438,438,439,440,440,441,441,441,441,443,443,443,443,443,443,444,445,446,446,446,446,446,446,446,446,446,446,448,448,448,448,448,449,449,449,449,449,449,450,450,450,450,450,451,451,452,452,453,453,453,455,455,456,457,457,457,457,457,457,459,460,460,461,461,462,462,462,463,463,463,463,463,464,465,465,465,465,466,466,466,466,466,466,466,467,467,476,479,490,510,515,533,554,606,646,707,732,739,747,752,760,762,765,771,775,778,778,779,783,784,784,784,784,784,784,784,786,786,786,786,786,787,787,788,788,788,788,788,788,788,791,792,792,792,792,793,793,793,793,793,793,793,794,795,796,796,796,796,796,798,799,800,802,802,802,802,805,806,808,809,810,810,810,810,810,810,810,810,811,811,811,812,812,812,812,812,812,812,812,812,812,812,814,813,835,847,858,878,907,923,930,939,950,960,967,973,982,990,1008,1018,1026,1027,1027,1029,1029,1029,1031,1031,1031,1035,1036,1040,1044,1047,1052,1061,1086,1120,1186,1233,1306,1345,1380,1448,1484,1493,1502,1516,1544,1556,1566,1571,1580,1582,1587,1589,1589,1592,1599,1601,1602,1602,1604,1605,1606,1607,1608,1609,1610,1612,1612,1613,1613,1613,1613,1613,1614,1617,1642,1642,1643,1644,1645,1645,1646,1651,1651,1653,1655,1656,1656,1656,1658,1663,1665,1665,1667,1669,1670,1670,1670,1670,1671,1671,1671,1672,1673,1673,1673,1673,1675,1675,1675,1675,1675,1675,1675,1675,1675,1675,1688,1688,1699,1701,1704,1704,1704,1704,1706,1709,1713,1717,1718,1718,1718,1718,1718,1718,1718,1718,1718,1718,1718,1718,1718,1718,1718,1719,1719,1719,1719,1719,1720,1721,1723,1723,1723,1723,1725,1726,1728,1730,1730,1731,1731,1731,1731,1731,1733,1734,1735,1736,1736,1738,1739,1740,1740,1741,1743,1743,1744,1744,1744,1745,1746,1748,1749,1750,1750,1752,1753,1761,1761,1761,1766,1772,1775,1777,1778,1780,1784,1787,1793,1797,1799,1804,1813,1818,1827,1839,1852,1855,1857,1860,1864,1867,1867,1871,1876,1876,1879,1880,1882,1882,1883,1883,1883,1883,1885,1888,1888,1888,1890,1891,1892,1894,1894,1895,1896,1896,1896,1900,1903,1908,1912,1916,1927,1952,1984,2005,2013,2014,2016,2019,2019,2020,2020,2020,2020,2021,2021,2021,2021,2021,2021,2021,2027,2032,2034,2037,2040,2043,2046,2047,2049,2049,2055,2061,2068,2075,2078,2080,2084,2086,2087,2087,2118,2133,2155,2155,2219,2243,2295,2341,2395,2420,2457,2512,2512,2622,2644,2702,2738,2738,2796,2831,2929,2959,2989,3003,3023,3023,3023,3023,3066,3076,3081,3081,3086,3088,3089,3089,3090,3093,3093,3096,3139,3216,3278,3330,3367,3407,3443,3477,3502,3526,3282,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547,3547 -Macau,China,22.1667,113.55,1,2,2,2,5,6,7,7,7,7,7,8,8,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,12,15,17,17,18,24,24,25,30,31,33,37,37,38,41,41,41,43,43,44,44,44,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,50,50,50,50,50,50,50,50,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,52,52,52,52,52,52,52,52,52,53,53,53,53,53,53,53,53,53,53,54,54,54,54,54,55,55,55,55,55,55,55,55,55,55,55,55,55,55,55,55,55,55,56,56,56,58,59,59,59,59,59,59,59,59,59,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,65,66,66,67,71,71,71,71,71,71,74,75,75,75,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,78,78,78,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,80,80,80,80,80,81,81,81,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,91,93,98,107,115,125,129,129,172,189,205,264,325,348,382,400,461,461,550,566,590,621,642,663,663,696,711,727,742,756,762,772,781,783,783,785,787,788,788,789,791,791,791,791,791,791,791,791,791,791,791,791,791,791,791,791,791,792,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,793,795,795,795,795,795,795,795,795,795,795,795,795,795,795,795,795,795,795,795,796,796,796,796,796,796,797,797,797,799,806,808,810,810,813,819,827,839,851,878,912,956,1040,1142,1142,1142,1142,1365,1472,1569,1659,1755,1819,1851,1901,1950,1984,2058,2144,2232,2377,2501,2615,2693,2803,2907,3009,3098,3205,3547,3282,3282,3282,3416,3416,3416,3416,3416,3439,3445,3449,3455,3462,3468,3473,3475,3476,3479,3480,3483,3485,3486,3487,3488,3493,3495,3497,3497,3499,3503,3505,3506,3506,3507,3507,3507,3507,3510,3510,3510,3511,3511,3511,3513,3513,3513,3513,3514,3514,3514,3514,3514,3514,3514,3514,3514,3514,3514,3514,3514 -Ningxia,China,37.2692,106.1655,1,1,2,3,4,7,11,12,17,21,26,28,31,34,34,40,43,45,45,49,53,58,64,67,70,70,70,70,71,71,71,71,71,71,71,71,72,72,73,73,74,74,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,78,79,83,85,88,94,94,97,99,101,103,104,107,110,111,113,117,121,121,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,126,126,126,127,130,133,137,139,142,146,152,156,156,156,166,172,176,179,183,193,199,208,212,212,212,212,215,215,215,215,215,215,215,215,215,215,215,215,215,215,215,217,220,222,223,223,225,225,225,225,225,225,225,225,225,225,225,225,225,225,225,226,226,227,227,227,230,230,230,230,230,231,233,234,234,235,235,237,237,237,237,237,238,238,238,238,238,239,239,239,239,239,240,241,241,241,255,275,290,321,416,474,554,617,719,793,918,1098,1227,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276 -Qinghai,China,35.7452,95.9956,0,0,0,1,1,6,6,6,8,8,9,11,13,15,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,19,19,19,19,19,19,19,22,22,22,23,25,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,34,34,34,43,43,43,43,43,43,43,43,43,45,45,52,57,57,70,71,75,75,88,88,93,94,94,95,95,95,95,95,95,95,95,95,95,99,101,111,121,121,142,146,146,146,146,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,150,151,154,156,158,161,162,162,166,166,168,171,174,177,179,179,179,181,190,194,199,204,212,216,218,219,220,227,230,231,233,233,233,233,233,233,233,233,233,233,233,233,233,233,235,237,239,239,239,239,239,239,239,239,239,239,239,239,239,239,239,239,239,239,239,239,239,239,239,239,239,239,239,239,241,248,254,254,255,257,262,264,275,276,276,276,284,286,290,291,291,299,312,320,328,330,330,349,354,356,365,368,368,375,392,399,406,410,417,422,422,436,449,461,461,484,489,499,499,510,510,510,510,510,510,510,510,524,529,531,531,542,544,549,554,556,563,570,578,580,582,582,582,655,655,655,655,655,773,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782,782 -Shaanxi,China,35.1917,108.8701,0,3,5,15,22,35,46,56,63,87,101,116,128,142,165,173,184,195,208,213,219,225,229,230,232,236,240,240,242,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,246,246,246,247,248,248,248,249,250,253,253,253,253,253,253,255,255,255,256,256,256,256,256,256,256,256,256,256,256,256,256,256,256,256,256,277,279,279,286,286,286,286,306,306,306,306,306,306,306,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,309,309,309,309,309,311,311,311,311,311,311,311,311,313,313,313,314,314,314,316,317,317,319,319,319,319,320,320,320,320,320,320,320,320,321,321,321,321,321,321,321,321,321,321,321,322,322,322,322,322,322,323,323,323,323,323,323,323,324,324,324,326,326,326,327,328,328,328,328,331,340,341,341,346,348,351,354,356,358,358,358,360,362,362,364,364,364,364,364,364,365,365,365,371,373,374,377,377,377,378,378,379,380,381,381,381,382,384,397,399,399,401,401,401,402,402,403,403,403,406,408,409,410,411,413,413,414,414,414,425,428,428,428,428,431,433,433,434,436,438,438,438,438,438,444,445,444,447,453,454,454,454,455,455,455,456,459,459,463,472,478,479,480,482,483,484,486,487,487,487,487,490,490,492,493,495,496,496,497,497,498,498,499,500,501,501,501,502,502,502,502,502,502,502,502,502,502,502,502,502,502,504,504,504,504,504,504,505,505,505,505,505,506,507,508,510,516,516,519,521,521,521,522,523,524,524,524,526,527,527,530,531,533,533,533,533,534,534,535,535,536,536,537,539,539,540,541,541,541,542,542,542,542,543,543,543,543,544,545,547,547,547,547,547,547,547,547,549,549,549,551,551,551,552,553,553,553,553,555,557,557,558,558,559,559,560,561,561,561,561,562,562,562,562,564,564,564,565,565,566,566,566,567,567,567,568,568,572,572,572,573,575,576,576,578,578,578,578,579,581,585,586,587,587,587,587,588,588,589,589,590,590,590,590,590,590,590,590,590,591,592,592,594,595,596,597,597,599,600,600,606,606,609,609,609,609,611,612,613,613,613,615,616,616,616,616,616,617,617,618,618,618,618,620,620,621,622,622,622,622,622,622,624,624,624,624,624,624,624,624,624,624,626,626,627,627,628,628,629,629,631,631,631,634,634,635,636,637,637,638,640,642,645,645,645,653,655,655,655,655,655,656,656,656,656,656,659,661,661,661,663,663,663,664,665,665,665,666,667,667,667,668,668,668,668,668,668,668,669,669,669,669,669,669,669,669,669,669,670,670,670,670,670,670,670,670,670,670,671,671,671,671,671,671,671,671,671,671,671,671,671,671,671,671,671,671,671,672,672,672,675,675,675,675,676,676,676,677,677,677,678,679,680,687,688,690,690,694,694,696,697,697,697,697,697,697,697,697,697,697,697,697,698,700,700,701,701,701,701,701,701,702,702,703,703,703,703,703,704,705,705,707,707,707,707,707,707,707,708,709,709,709,711,712,713,714,717,719,720,721,722,728,731,736,738,753,778,778,875,938,992,1078,1078,1239,1573,1725,1881,2046,2219,2342,2342,2530,2566,2629,2686,2732,2762,2777,2790,2798,2804,2812,2816,2817,2822,2823,2823,2823,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2826,2828,2828,2833,2850,2871,2889,2919,2958,3018,3071,3099,3125,3158,3169,3184,3198,3205,3208,3209,3212,3213,3214,3218,3221,3221,3221,3221,3221,3224,3225,3225,3226,3226,3237,3245,3247,3254,3254,3256,3258,3261,3262,3265,3267,3268,3273,3273,3276,3276,3276,3276,3276,3276,3277,3277,3277,3277,3277,3277,3277,3277,3277,3277,3277,3277,3277,3277,3277,3278,3278,3278,3278,3278,3278,3278,3278,3278,3279,3279,3283,3283,3283,3283,3283,3283,3283,3283,3283,3283,3283,3283,3283,3283,3283,3283,3283,3284,3284,3284,3289,3301,3302,3302,3305,3306,3307,3310,3313,3316,3318,3318,3323,3323,3329,3329,3329,3331,3334,3334,3338,3338,3345,3347,3350,3351,3354,3357,3359,3362,3363,3364,3364,3364,3364,3364,3364,3365,3366,3366,3367,3368,3369,3370,3371,3373,3375,3379,3382,3383,3384,3384,3384,3388,3388,3388,3388,3388,3388,3390,3393,3394,3398,3402,3406,3412,3448,3500,3533,3554,3570,3583,3598,3614,3630,3635,3648,3656,3664,3669,3674,3682,3690,3695,3699,3702,3703,3705,3710,3712,3712,3714,3714,3714,3715,3719,3720,3720,3721,3721,3722,3724,3724,3726,3727,3729,3731,3739,3740,3744,3746,3749,3750,3752,3757,3768,3773,3788,3808,3817,3826,3833,3833,3835,3841,3852,3861,3870,3891,3916,3945,3958,3974,3996,4013,4025,4038,4051,4051,4062,4087,4096,4107,4132,4143,4161,4171,4179,4192,4205,4218,4224,4240,4257,4274,4315,4378,4485,4560,4580,4616,4646,4672,4709,4749,4783,4822,4874,4929,4968,5003,5049,5117,5183,5214,5249,5294,5337,5365,5386,5407,5425,5430,5439,5462,5462,5462,5462,5480,5493,5536,5536,5589,5614,5649,5676,5688,5715,5754,5767,5789,5909,6120,6292,6467,6611,6733,6865,6985,7068,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,7326,732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-Shandong,China,36.3427,118.1498,2,6,15,27,46,75,95,130,158,184,206,230,259,275,307,347,386,416,444,466,487,497,509,523,532,537,541,543,544,546,749,750,754,755,756,756,756,756,756,758,758,758,758,758,758,758,758,758,758,760,760,760,760,760,760,761,761,761,762,764,767,768,768,769,771,772,772,772,773,774,774,775,778,778,779,780,781,783,783,783,784,784,784,784,784,784,787,787,787,787,787,787,787,787,787,787,787,787,787,787,787,787,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,790,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,792,793,793,793,793,794,796,797,798,798,798,798,798,798,799,799,799,799,799,799,799,802,804,804,804,805,805,806,806,810,816,817,821,821,821,821,822,822,823,824,827,830,830,831,831,831,831,831,831,831,831,831,831,831,831,831,831,831,831,831,831,831,831,831,831,831,831,831,831,831,831,831,831,832,832,832,832,832,832,832,832,832,832,832,832,832,832,832,832,832,832,832,838,838,844,845,845,845,845,845,845,845,845,845,845,845,845,846,846,846,847,847,847,847,848,848,848,848,848,848,848,848,848,848,848,848,848,848,848,849,849,849,849,849,849,849,849,849,849,849,849,854,854,854,856,857,857,857,857,857,857,857,857,857,858,858,858,859,859,859,861,861,861,861,861,861,861,861,861,861,861,862,862,862,863,863,863,863,863,863,863,864,864,864,864,864,864,864,864,865,865,865,865,866,866,866,866,866,866,866,866,866,866,866,866,866,866,866,866,866,866,866,867,867,867,867,867,867,867,867,867,867,867,867,867,867,867,868,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,869,870,870,870,870,870,870,871,871,871,872,872,873,873,873,873,876,876,876,876,876,876,876,876,876,876,876,876,876,876,876,876,876,876,878,879,879,879,879,879,879,879,880,881,881,882,882,882,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,883,884,884,885,885,886,889,890,896,900,908,908,908,908,908,909,909,910,914,917,922,923,923,923,923,923,923,923,923,923,923,923,923,923,924,925,925,925,925,925,925,925,926,926,926,927,927,927,927,928,928,929,929,929,929,930,930,930,930,930,930,931,932,932,932,933,933,933,934,937,941,942,945,947,948,950,954,954,955,957,957,957,958,962,962,962,962,964,965,965,966,968,973,974,974,974,978,982,985,986,988,988,988,989,990,990,993,993,993,993,995,998,998,998,998,1000,1004,1004,1011,1011,1011,1013,1013,1015,1017,1020,1021,1021,1021,1021,1021,1021,1022,1023,1023,1023,1026,1033,1035,1035,1035,1036,1036,1036,1036,1037,1037,1037,1037,1037,1037,1038,1038,1038,1040,1041,1042,1042,1043,1045,1046,1047,1048,1049,1049,1049,1050,1050,1050,1050,1050,1050,1053,1053,1054,1054,1058,1058,1064,1065,1070,1070,1070,1070,1070,1072,1072,1072,1072,1075,1075,1075,1075,1075,1075,1075,1075,1075,1075,1076,1079,1080,1094,1096,1099,1108,1110,1111,1114,1114,1114,1117,1117,1119,1123,1125,1129,1132,1138,1142,1144,1158,1248,1295,1337,1398,1464,1585,1751,1751,2033,2148,2148,2276,2340,2384,2441,2457,2482,2506,2522,2522,2543,2548,2556,2569,2574,2576,2576,2590,2596,2603,2623,2628,2632,2638,2642,2646,2648,2651,2654,2655,2659,2661,2664,2667,2669,2670,2671,2671,2672,2676,2678,2681,2687,2695,2702,2711,2717,2722,2725,2729,2731,2731,2732,2733,2733,2733,2733,2733,2733,2734,2734,2734,2735,2735,2735,2735,2735,2735,2735,2735,2735,2735,2735,2735,2735,2735,2735,2735,2735,2735,2735,2735,2736,2736,2738,2738,2738,2738,2738,2738,2738,2738,2738,2738,2738,2748,2748,2748,2748,2748,2749,2749,2749,2749,2749,2751,2751,2755,2760,2766,2770,2773,2775,2777,2779,2780,2790,2792,2801,2807,2807,2809,2809,2811,2813,2813,2814,2815,2815,2816,2820,2823,2826,2828,2829,2841,2845,2845,2850,2850,2854,2857,2859,2860,2864,2864,2864,2870,2874,2878,2885,2889,2895,2902,2907,2909,2911,2914,2916,2916,2918,2918,2919,2921,2922,2923,2925,2933,2934,2939,2943,2953,2955,2960,2965,2979,2997,3014,3027,3038,3047,3054,3064,3066,3068,3070,3072,3078,3080,3081,3082,3083,3083,3084,3085,3088,3090,3097,3099,3106,3111,3112,3115,3115,3125,3129,3130,3130,3133,3136,3141,3141,3144,3144,3146,3149,3151,3152,3152,3153,3157,3160,3162,3164,3166,3170,3170,3172,3175,3179,3180,3187,3192,3198,3208,3223,3229,3235,3241,3247,3247,3260,3271,3276,3286,3299,3299,3315,3325,3369,3369,3418,3418,3450,3502,3592,3703,3801,3897,4043,4043,4086,4129,4169,4215,4264,4265,4296,4346,4476,4493,4507,4536,4564,4564,4564,4564,4678,4678,4751,4751,4797,4821,4852,4889,4914,4936,4962,4966,4992,5004,5020,5035,5042,5108,5171,5255,5333,5439,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,5880,58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-Sichuan,China,30.6171,102.7103,5,8,15,28,44,69,90,108,142,177,207,231,254,282,301,321,344,364,386,405,417,436,451,463,470,481,495,508,514,520,525,526,526,527,529,531,534,538,538,538,538,538,538,539,539,539,539,539,539,539,539,539,539,539,539,540,540,540,541,542,543,543,545,547,547,548,548,550,550,550,552,554,555,557,558,559,560,560,560,560,560,560,560,560,560,560,560,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,563,563,564,564,564,564,564,564,564,575,577,577,577,578,578,578,581,582,582,582,582,583,583,587,588,589,589,589,589,589,589,589,589,589,589,589,589,592,595,595,595,595,595,596,596,596,598,599,599,599,599,599,599,599,599,599,599,599,602,603,603,603,603,603,603,604,604,604,604,604,604,608,608,609,610,610,611,611,611,615,615,616,618,619,623,624,626,626,626,627,628,628,628,631,635,640,644,648,650,652,652,652,653,655,656,656,656,658,663,664,664,665,665,665,665,666,670,670,670,672,672,672,672,675,675,676,685,688,688,691,692,693,696,698,701,704,707,710,713,713,718,721,722,723,723,723,723,724,725,725,728,731,733,733,733,733,734,736,737,737,739,743,744,746,754,757,761,763,767,769,773,776,778,782,783,783,783,786,792,792,795,796,796,797,797,800,800,801,801,802,803,806,808,808,808,808,811,812,812,820,822,822,826,826,829,832,838,838,838,839,839,840,841,843,843,845,846,847,847,848,851,851,853,853,853,853,856,857,857,857,857,857,857,857,857,857,857,858,860,862,863,863,865,865,865,866,866,866,866,867,868,868,869,870,870,871,873,873,873,873,873,873,874,875,875,877,877,878,878,879,880,882,882,883,885,887,887,889,890,890,891,891,900,904,909,910,910,911,918,920,924,924,927,929,929,929,929,935,937,937,937,937,937,937,938,939,939,939,941,943,945,948,948,948,949,949,949,952,952,954,954,954,954,955,955,957,958,959,959,961,963,963,964,965,965,967,968,968,970,975,978,979,979,981,981,982,988,990,992,992,992,992,993,997,998,999,999,1000,1001,1002,1004,1004,1005,1006,1008,1012,1015,1016,1018,1019,1022,1024,1025,1025,1027,1028,1030,1032,1033,1039,1040,1041,1043,1044,1046,1047,1050,1054,1055,1056,1057,1057,1057,1058,1059,1064,1076,1079,1084,1090,1091,1095,1097,1098,1100,1100,1106,1107,1109,1109,1110,1111,1111,1114,1114,1118,1119,1120,1121,1122,1122,1125,1125,1126,1126,1132,1134,1138,1139,1139,1140,1145,1149,1150,1151,1152,1154,1157,1158,1158,1160,1162,1164,1165,1168,1171,1172,1174,1178,1178,1178,1179,1179,1180,1181,1181,1182,1183,1185,1185,1185,1186,1187,1188,1188,1190,1190,1190,1191,1191,1192,1194,1194,1194,1195,1195,1196,1196,1197,1199,1199,1201,1201,1201,1204,1206,1206,1207,1207,1207,1207,1207,1207,1207,1207,1207,1208,1209,1209,1209,1209,1209,1211,1212,1212,1213,1213,1214,1214,1214,1214,1214,1218,1220,1220,1220,1220,1220,1220,1220,1220,1221,1221,1222,1222,1222,1222,1225,1225,1227,1229,1231,1236,1240,1245,1254,1255,1255,1255,1256,1259,1259,1260,1260,1262,1263,1263,1263,1265,1266,1268,1269,1269,1269,1271,1271,1271,1276,1277,1277,1277,1277,1277,1282,1285,1285,1291,1296,1298,1298,1298,1298,1298,1299,1299,1300,1301,1302,1302,1302,1305,1306,1306,1309,1309,1315,1316,1319,1321,1325,1326,1329,1329,1331,1332,1333,1341,1342,1344,1345,1345,1347,1347,1353,1358,1361,1363,1363,1363,1366,1370,1372,1372,1372,1373,1373,1373,1374,1374,1374,1374,1374,1374,1374,1377,1377,1380,1381,1381,1381,1386,1387,1388,1389,1390,1392,1393,1395,1397,1406,1414,1424,1433,1445,1447,1456,1456,1462,1468,1477,1490,1499,1509,1520,1522,1535,1539,1545,1557,1560,1568,1572,1581,1583,1583,1587,1591,1593,1599,1606,1618,1624,1636,1648,1660,1687,1711,1732,1752,1776,1812,1836,1882,1906,1927,1941,1942,1948,1958,1965,1966,1971,1974,1975,1979,1984,1988,1991,1995,1997,1998,1999,2002,2003,2007,2011,2015,2042,2049,2057,2063,2064,2065,2066,2067,2067,2067,2068,2069,2069,2075,2078,2092,2106,2122,2171,2212,2232,2266,2278,2283,2304,2312,2314,2320,2322,2329,2330,2332,2334,2334,2339,2343,2343,2348,2352,2353,2354,2355,2356,2356,2357,2357,2359,2360,2362,2363,2363,2363,2363,2363,2364,2366,2370,2372,2373,2373,2374,2375,2377,2377,2378,2379,2379,2381,2381,2384,2385,2385,2392,2394,2395,2398,2401,2402,2412,2426,2438,2447,2467,2481,2496,2516,2556,2578,2599,2618,2638,2652,2663,2672,2684,2689,2690,2696,2701,2705,2715,2723,2731,2734,2742,2753,2761,2769,2791,2796,2801,2808,2825,2840,2849,2858,2876,2894,2922,2981,3052,3221,3389,3555,3689,3826,3958,4060,4168,4237,4326,4396,4455,4544,4642,4726,4855,4984,5072,5118,5154,5185,5234,5272,5303,5347,5391,5443,5489,5527,5589,5605,5612,5624,5650,5681,5735,5761,5761,5833,5880,5931,5958,5980,6000,6018,6048,6062,6082,6098,6110,6122,6134,6145,6159,6167,6170,6173,6181,6183,6189,6211,6211,6241,6276,6284,6297,6318,6340,6361,6370,6392,6421,6464,6514,6562,6616,6661,6738,6825,6889,7014,7014,7126,7426,7645,7888,7888,8363,8487,8648,8769,8927,9106,9280,9453,9453,9816,10005,10190,10451,10451,10666,10810,10983,11062,11168,11239,11315,11315,11315,11315,11560,11634,11816,11816,12023,12134,12231,12354,12423,12584,12710,12804,12924,13032,13212,13337,13430,13634,13758,13943,14113,14191,14567,145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-Tianjin,China,39.3054,117.323,4,4,8,10,14,23,24,27,31,32,41,48,60,67,69,79,81,88,91,95,106,112,119,120,122,124,125,128,130,131,132,135,135,135,135,135,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,137,137,137,137,141,145,145,151,155,161,166,174,174,176,176,180,180,180,180,180,180,182,183,183,183,184,185,185,186,189,189,189,189,189,189,189,190,190,190,190,190,190,190,190,190,190,190,190,190,190,191,191,191,191,191,191,191,191,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,193,193,193,194,195,195,196,196,196,196,196,197,197,197,197,197,198,198,198,198,198,198,198,198,198,198,198,198,199,199,199,199,199,199,199,203,203,203,203,203,203,203,203,203,203,203,203,203,203,204,204,204,204,204,205,205,205,205,205,205,205,205,205,205,205,205,205,205,205,205,207,207,209,209,210,216,216,218,218,219,220,220,220,220,221,226,229,229,229,230,231,231,232,233,233,233,233,233,234,234,234,234,234,237,237,237,237,238,239,239,239,240,240,240,240,240,240,240,240,241,241,242,242,242,242,244,244,245,245,245,245,247,251,252,254,256,256,256,256,259,260,260,260,261,263,265,270,270,271,273,273,273,275,275,275,276,277,283,285,285,287,289,289,290,291,291,291,296,297,298,299,299,299,299,300,300,300,300,300,300,300,300,301,301,301,301,301,301,302,302,302,302,303,303,303,304,304,304,304,304,304,304,304,304,305,306,309,309,309,312,313,314,315,316,316,316,316,320,322,324,324,324,324,327,328,329,329,330,335,335,335,336,338,338,340,342,343,343,343,344,344,344,344,345,346,346,346,346,347,347,347,348,348,349,349,349,349,351,351,351,352,352,353,354,354,355,356,356,357,357,357,358,361,361,361,361,361,361,361,362,362,363,364,364,367,368,368,370,370,370,372,372,372,372,373,373,373,373,373,373,373,374,375,375,375,375,375,375,376,376,376,377,377,377,379,379,380,380,382,383,383,383,384,384,384,385,385,385,385,385,385,385,386,386,386,387,387,387,387,387,388,388,388,388,388,388,388,389,389,389,390,391,393,393,393,393,393,393,393,393,393,393,393,393,394,394,395,395,395,395,396,398,398,398,398,398,399,399,399,399,399,399,399,400,400,401,401,401,401,401,401,401,402,402,402,404,404,404,406,406,406,407,408,408,412,412,412,412,415,415,415,416,417,418,418,418,419,419,419,422,425,425,428,429,429,430,435,435,435,435,436,436,436,438,441,442,442,445,456,457,458,459,462,463,464,465,466,466,470,472,473,475,475,475,476,478,478,478,478,478,478,478,479,479,479,480,480,480,480,481,481,481,481,484,484,485,485,486,487,487,487,487,490,490,490,490,490,490,492,494,494,494,494,495,498,500,500,500,500,500,500,500,500,501,501,502,502,503,503,503,503,504,504,505,505,505,506,507,507,507,509,509,510,510,513,518,518,518,519,527,527,527,528,528,528,528,528,529,530,530,530,531,531,532,533,533,535,535,535,536,537,537,537,537,537,537,537,537,537,539,540,541,542,545,545,545,554,562,564,565,572,576,580,589,594,596,597,602,606,615,621,625,650,668,705,752,789,830,864,944,962,976,990,998,1004,1009,1012,1013,1015,1016,1020,1026,1030,1041,1050,1062,1072,1076,1079,1081,1082,1084,1085,1085,1086,1087,1088,1088,1088,1089,1089,1089,1092,1093,1094,1094,1097,1098,1099,1105,1110,1119,1126,1130,1132,1136,1150,1151,1152,1158,1170,1189,1213,1250,1273,1318,1372,1425,1483,1546,1575,1600,1622,1631,1659,1688,1713,1748,1765,1773,1780,1782,1786,1787,1788,1789,1789,1792,1796,1796,1797,1797,1798,1798,1798,1799,1799,1800,1800,1800,1800,1800,1800,1800,1800,1800,1800,1802,1802,1802,1803,1803,1803,1803,1804,1804,1804,1804,1804,1804,1804,1804,1804,1804,1804,1804,1804,1804,1804,1811,1827,1835,1843,1849,1885,1917,1933,1940,1951,1958,1962,1969,1975,1975,1975,1975,1975,1975,1975,1977,1978,1978,1978,1978,1978,1979,1981,1984,1985,1985,1985,1985,1985,1988,1989,1993,1993,1994,1995,2003,2008,2008,2008,2008,2010,2011,2011,2012,2016,2017,2018,2023,2026,2027,2029,2033,2035,2036,2038,2046,2050,2052,2060,2065,2066,2068,2073,2075,2077,2078,2079,2079,2080,2080,2081,2083,2083,2085,2085,2085,2086,2086,2087,2088,2088,2091,2093,2095,2095,2095,2096,2096,2107,2108,2112,2115,2128,2149,2149,2155,2155,2158,2162,2171,2180,2201,2213,2214,2219,2225,2228,2229,2233,2235,2237,2242,2244,2259,2267,2268,2269,2280,2287,2290,2298,2302,2305,2307,2308,2314,2320,2325,2332,2344,2358,2371,2375,2378,2379,2384,2384,2392,2398,2398,2403,2404,2406,2408,2411,2413,2419,2423,2423,2426,2426,2432,2438,2443,2449,2454,2461,2468,2470,2472,2472,2479,2480,2483,2485,2488,2488,2492,2492,2492,2494,2504,2504,2506,2519,2519,2524,2530,2539,2543,2543,2547,2555,2560,2567,2570,2577,2578,2588,2588,2589,2595,2602,2602,2603,2606,2606,2608,2611,2611,2612,2612,2617,2619,2623,2627,2627,2627,2627,2627,2695,2737,2777,2777,2913,2971,3022,3074,3132,3183,3242,3339,3402,3449,3511,3576,3645,3821,3947,4101,4246,4322,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392,4392 -Tibet,China,31.6927,88.0924,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,12,14,14,14,84,179,195,214,229,229,229,229,368,391,428,428,545,596,620,669,714,767,813,878,929,993,1045,1121,1139,1159,1175,1191,1201,1212,1212,1229,1239,1249,1255,1266,1282,1295,1308,1317,1328,1336,1345,1356,1369,1374,1380,1385,1390,1396,1402,1402,1411,1416,1416,1424,1429,1433,1438,1438,1441,1443,1444,1446,1448,1450,1451,1451,1453,1454,1455,1456,1457,1459,1460,1460,1461,1461,1461,1461,1461,1461,1461,1461,1461,1461,1462,1463,1463,1464,1470,1470,1475,1481,1481,1486,1490,1493,1495,1496,1498,1498,1498,1500,1502,1504,1509,1512,1513,1515,1516,1516,1516,1516,1516,1519,1519,1520,1520,1521,1522,1522,1522,1522,1522,1515,1515,1515,1515,1515,1516,1517,1522,1522,1522,1522,1522,1522,1522,1522,1522,1522,1531,1539,1542,1585,1592,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647,1647 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-Yunnan,China,24.974,101.487,1,2,5,11,16,26,44,55,70,83,93,105,117,122,128,133,138,138,141,149,153,154,156,162,168,171,171,172,172,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,176,176,176,176,176,176,176,176,176,176,178,180,180,180,180,182,182,183,184,184,184,184,184,184,184,184,184,184,184,184,184,184,184,184,184,184,184,184,184,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,186,186,186,186,186,187,187,187,187,187,187,187,188,188,188,188,188,188,188,188,189,189,189,189,189,190,190,191,191,191,191,191,191,191,191,191,191,191,191,191,191,191,191,191,191,195,195,195,195,195,195,195,198,198,199,199,199,199,199,199,199,199,199,199,201,201,201,201,201,201,201,201,201,203,204,205,206,206,206,206,208,209,209,209,209,209,209,209,209,209,209,209,209,211,211,211,211,211,211,211,211,211,211,211,211,211,211,211,211,211,211,211,211,211,211,211,211,211,211,212,213,213,213,213,213,213,214,214,214,214,214,214,214,214,214,217,217,217,217,217,217,217,217,217,217,217,217,217,218,219,219,219,219,219,219,219,220,221,221,221,221,222,223,224,224,224,226,226,227,227,227,227,227,227,227,227,229,229,229,229,229,229,230,230,230,230,230,230,230,230,230,230,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,231,233,233,233,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,235,235,235,235,235,235,235,235,241,247,251,259,269,284,299,301,312,320,321,321,323,324,325,325,326,327,328,330,331,333,334,337,338,338,341,341,342,342,342,343,344,344,345,345,347,347,347,347,348,348,348,348,348,348,351,351,351,351,351,351,351,352,352,352,352,352,352,352,352,352,352,353,353,355,356,358,360,361,361,362,363,369,374,376,377,377,380,382,384,388,391,391,391,394,396,401,406,411,415,417,419,419,423,427,435,446,461,463,480,491,491,519,526,537,549,564,577,589,599,648,648,678,691,696,703,721,740,758,774,795,804,814,831,841,851,862,873,884,895,903,914,921,929,939,945,948,959,974,982,989,997,1000,1007,1010,1014,1021,1031,1039,1047,1064,1067,1089,1093,1102,1111,1118,1127,1131,1153,1162,1179,1183,1196,1207,1224,1238,1251,1274,1291,1300,1309,1318,1330,1344,1349,1362,1369,1379,1391,1402,1410,1415,1424,1438,1447,1454,1459,1472,1485,1491,1494,1504,1518,1523,1528,1534,1537,1538,1540,1546,1550,1551,1551,1555,1557,1558,1558,1558,1558,1558,1561,1561,1563,1567,1569,1573,1576,1578,1582,1594,1603,1607,1610,1618,1624,1631,1635,1640,1646,1650,1652,1653,1655,1658,1664,1668,1673,1678,1678,1683,1691,1697,1699,1707,1710,1720,1727,1736,1742,1749,1752,1755,1761,1763,1765,1767,1770,1773,1774,1779,1780,1783,1785,1785,1789,1790,1793,1799,1803,1803,1806,1809,1813,1815,1817,1818,1820,1823,1823,1825,1826,1829,1830,1836,1838,1838,1838,1838,1840,1843,1845,1849,1850,1852,1852,1853,1858,1863,1867,1867,1872,1877,1877,1881,1881,1881,1881,1882,1882,1884,1884,1884,1884,1884,1884,1885,1885,1887,1888,1888,1891,1893,1896,1900,1903,1907,1913,1918,1923,1928,1937,1943,1946,1956,1959,1960,1966,1968,1972,1976,1982,1987,1992,1998,2002,2004,2009,2013,2020,2026,2032,2038,2042,2046,2049,2051,2052,2055,2056,2057,2058,2060,2064,2066,2066,2069,2069,2070,2072,2074,2075,2078,2078,2079,2081,2082,2083,2089,2108,2096,2096,2098,2101,2103,2105,2112,2112,2114,2116,2116,2116,2116,2117,2119,2119,2119,2119,2119,2120,2120,2120,2120,2120,2120,2121,2125,2125,2125,2127,2128,2130,2130,2132,2133,2133,2135,2135,2136,2136,2140,2143,2143,2143,2145,2148,2149,2149,2150,2152,2152,2153,2154,2154,2157,2157,2157,2157,2157,2157,2157,2157,2157,2161,2162,2164,2164,2164,2164,2164,2169,2173,2174,2174,2174,2174,2174,2174,2174,2174,2177,2178,2178,2179,2179,2180,2180,2182,2184,2186,2189,2190,2192,2192,2196,2196,2202,2202,2203,2205,2205,2205,2205,2206,2206,2207,2207,2207,2210,2214,2215,2216,2222,2222,2223,2224,2225,2229,2230,2230,2230,2233,2236,2241,2249,2251,2251,2258,2259,2264,2266,2267,2269,2271,2271,2272,2272,2277,2281,2282,2288,2290,2290,2292,2292,2299,2304,2310,2312,2313,2317,2322,2330,2332,2338,2341,2342,2346,2352,2358,2367,2374,2375,2380,2389,2394,2400,2406,2411,2417,2423,2437,2460,2471,2501,2514,2530,2558,2572,2576,2585,2593,2596,2602,2611,2620,2623,2626,2631,2633,2636,2639,2642,2649,2649,2655,2655,2659,2665,2669,2673,2678,2684,2703,2714,2725,2732,2748,2764,2764,2790,2831,2866,2905,2927,2977,3010,3063,3114,3152,3305,3305,3403,3478,3612,3612,3828,3828,4092,4092,4368,4368,4609,4698,4751,4794,4850,4895,4935,4956,4975,4991,5007,5007,5007,5007,5063,5118,5277,5277,5561,5825,6134,6328,6517,6807,7185,7272,7340,7834,7996,8095,8183,8333,8508,8677,8878,9007,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9743,9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-,Congo (Brazzaville),-0.228,15.8277,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,3,3,3,3,4,4,4,4,4,4,19,19,19,19,22,22,22,45,45,45,45,60,60,60,60,60,60,117,117,143,143,143,160,165,186,186,200,200,200,200,207,207,220,229,229,229,236,236,264,264,274,274,274,333,333,333,391,391,391,391,412,420,420,469,469,487,487,487,487,571,571,571,571,611,611,611,611,611,635,683,683,683,728,728,728,728,728,728,883,883,883,883,883,883,883,1087,1087,1087,1087,1087,1087,1087,1087,1087,1382,1382,1557,1557,1557,1557,1557,1821,1821,2028,2028,2028,2028,2028,2222,2358,2633,2633,2633,2851,2851,2851,2851,3038,3038,3038,3200,3200,3200,3200,3200,3200,3200,3546,3546,3546,3546,3637,3664,3664,3664,3745,3745,3745,3745,3745,3831,3831,3831,3850,3850,3850,3850,3850,3979,3979,3979,3979,3979,3979,3979,3979,3979,4628,4628,4628,4628,4628,4891,4891,4891,4891,4928,4928,4928,4934,4934,4934,4934,4980,4986,4986,5002,5002,5005,5005,5005,5005,5008,5008,5008,5089,5089,5089,5089,5089,5089,5089,5089,5089,5118,5118,5118,5118,5118,5156,5156,5156,5156,5156,5156,5156,5156,5156,5156,5253,5253,5253,5253,5253,5290,5290,5290,5290,5290,5348,5348,5348,5379,5379,5379,5379,5379,5379,5379,5515,5515,5515,5515,5515,5515,5632,5632,5632,5632,5632,5632,5632,5632,5774,5774,5774,5774,5774,5774,5774,5774,5774,5774,5774,5774,6049,6049,6049,6049,6049,6200,6200,6200,6200,6200,6200,6200,6200,6571,6571,6571,6571,6908,6908,6908,6908,6908,7107,7107,7107,7107,7107,7107,7127,7127,7127,7127,7127,7127,7160,7160,7160,7709,7709,7709,7709,7709,7709,7794,7794,7794,7794,7887,7887,7887,7887,7887,7887,7887,7887,7887,7887,8060,8060,8060,8060,8060,8060,8354,8354,8419,8419,8419,8419,8419,8419,8419,8419,8419,8625,8625,8625,8820,8820,8820,8820,8820,8820,8820,8820,9179,9179,9179,9179,9179,9179,9329,9329,9329,9329,9329,9329,9329,9329,9564,9564,9564,9564,9564,9564,9681,9681,9681,9681,9681,9681,9681,9681,9681,9681,9681,9681,9681,10084,10084,10084,10084,10084,10084,10084,10084,10084,10084,10084,10084,10084,10084,10084,10084,10084,10084,10084,10678,10678,10678,10678,10678,10678,10678,10678,11016,11016,11016,11016,11147,11147,11147,11343,11343,11343,11343,11343,11343,11343,11343,11343,11476,11476,11476,11476,11476,11476,11658,11658,11658,11658,11658,11658,11658,11658,11845,11845,11920,11920,11920,12026,12026,12026,12026,12026,12121,12121,12121,12121,12121,12298,12298,12298,12298,12298,12404,12404,12404,12485,12485,12485,12485,12596,12596,12695,12695,12695,12695,12790,12790,12790,12790,12790,12790,12790,12790,12790,12790,12933,12933,12933,12933,12998,13050,13050,13050,13117,13117,13117,13156,13156,13156,13156,13186,13186,13186,13216,13216,13216,13216,13216,13216,13216,13293,13293,13293,13356,13356,13356,13356,13398,13398,13398,13398,13398,13398,13398,13493,13493,13493,13533,13533,13533,13533,13588,13588,13588,13588,13588,13588,13588,13588,13588,13588,13701,13701,13701,13701,13701,13701,13701,13701,13701,13701,13701,13701,14014,14014,14014,14113,14113,14113,14244,14244,14244,14244,14359,14359,14359,14561,14561,14561,14833,14833,14833,14833,14833,15255,15255,15255,15514,15514,15514,15962,15962,15962,16408,16408,16408,16408,16868,16868,16868,17323,17323,17323,17323,17670,17670,17670,17944,17944,17944,17944,18153,18153,18153,18153,18153,18153,18153,18390,18539,18539,18539,18717,18717,18717,18717,18837,18837,18837,18837,18837,18837,18905,18970,18970,18970,18970,18970,18970,18970,19066,19066,19066,19066,19066,19066,19066,19066,19066,19179,19179,19179,19179,19179,19490,19490,19490,19490,19490,19490,20089,20089,20089,20089,20089,20089,20089,21277,21277,21277,21277,21844,21844,22418,22418,22418,22418,22418,22969,22969,22969,23244,23244,23244,23244,23380,23380,23485,23485,23485,23485,23653,23653,23653,23653,23705,23705,23705,23705,23705,23705,23705,23792,23792,23854,23860,23860,23860,23860,23874,23874,23874,23874,23874,23874,23874,23925,23925,23925,23967,23967,23967,23967,24020,24020,24020,24020,24020,24020,24020,24020,24020,24041,24041,24049,24049,24049,24049,24049,24049,24049,24059,24059,24059,24062,24062,24062,24062,24062,24062,24062,24069,24069,24069,24071,24071,24071,24071,24071,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24079,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24128,24421,24421,24421,24421,24421,24421,24421,24421,24604,24604,24604,24604,24604,24604,24604,24604,24604,24604,24604,24604,24604,24604,24775,24775,24775,24775,24775,24775,24775,24775,24775,24775,24775,24775,24775,24837,24837,24837,24837,24837,24837,24837,24837,24837,24837,24837,24837,24837,24837,24837,24837,24837,24837,24837,24837,24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-,Congo (Kinshasa),-4.0383,21.7587,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,2,3,4,14,18,23,30,36,45,48,51,51,65,65,81,98,109,134,134,154,154,161,180,180,180,215,223,234,235,241,254,267,287,307,327,332,350,359,377,394,416,442,459,471,491,572,604,674,674,682,705,797,863,937,937,991,1024,1102,1169,1242,1298,1455,1455,1538,1629,1731,1835,1945,2025,2141,2297,2403,2546,2660,2833,2966,3070,3195,3326,3495,3644,3764,3878,4016,4106,4259,4390,4515,4637,4724,4778,4837,4974,5100,5283,5477,5672,5826,5924,6027,6213,6411,6552,6690,6827,6939,7039,7122,7189,7311,7379,7411,7432,7432,7432,7846,7905,7971,8033,8075,8135,8163,8199,8249,8324,8403,8443,8534,8626,8720,8767,8801,8831,8844,8873,8931,9010,9070,9084,9115,9133,9178,9253,9309,9355,9436,9454,9489,9499,9538,9589,9605,9638,9676,9706,9721,9741,9757,9802,9811,9830,9842,9891,9912,9915,9994,10007,10045,10097,10104,10114,10125,10149,10178,10210,10233,10292,10324,10343,10361,10385,10390,10390,10401,10414,10442,10456,10488,10515,10519,10523,10537,10555,10578,10593,10612,10624,10631,10659,10685,10729,10752,10760,10778,10789,10804,10822,10835,10841,10851,10868,10872,10935,10935,10999,11000,11006,11052,11066,11066,11097,11122,11143,11143,11174,11191,11211,11211,11306,11306,11373,11395,11427,11450,11450,11517,11550,11591,11608,11642,11656,11692,11692,11760,11760,11839,11866,11918,12008,12129,12180,12180,12278,12310,12365,12470,12470,12608,12702,12772,12859,12987,13132,13281,13413,13527,13595,13750,13843,13997,14169,14342,14461,14513,14597,14930,15089,15089,15397,15495,15669,15810,16039,16282,16472,16763,16839,16917,17182,17376,17658,17849,17998,18102,18153,18248,18487,18738,18969,19159,19436,19496,19707,20003,20479,20556,20693,20908,21060,21140,21302,21398,21597,21713,21869,21954,22048,22178,22322,22455,22604,22771,22842,23043,23182,23222,23371,23485,23599,23671,23771,23890,24026,24152,24240,24295,24386,24423,24602,24794,24964,25080,25080,25144,25144,25144,25144,25691,25792,25913,25962,26050,26247,26340,26340,26469,26541,26627,26684,26738,26759,26846,26938,27014,27077,27100,27252,27290,27356,27468,27553,27572,27580,27660,27729,27794,27887,27930,28012,28076,28142,28199,28217,28292,28325,28354,28377,28410,28474,28511,28542,28542,28542,28665,28714,28769,28859,28894,28956,28956,29084,29233,29350,29405,29498,29576,29611,29701,29768,29812,29853,29904,29965,30004,30071,30130,30201,30240,30285,30323,30350,30392,30429,30478,30511,30546,30562,30609,30620,30708,30757,30825,30863,30863,30863,31172,31248,31279,31386,31416,31557,31651,31651,31934,32177,32545,32796,33202,33338,33577,33956,34266,34695,34949,35228,35668,35918,36222,36578,36957,37519,37809,37926,38330,38553,38936,39395,39758,40254,40439,40836,40836,41353,41771,41959,42181,42617,42880,43019,43333,43694,43970,44139,44332,44512,44909,45211,45426,45426,46009,46356,46725,46866,47174,47404,47786,48128,48503,48768,48970,49251,49562,49917,49917,50193,50529,50793,51048,51254,51523,51889,51985,52292,52432,52432,52971,53136,53254,53346,53501,53620,53757,53899,53899,54009,54009,54009,54137,54226,54508,54508,54508,54863,54863,55146,55146,55307,55307,55307,55307,55877,55877,56085,56096,56096,56096,56215,56215,56322,56357,56387,56387,56387,56463,56463,56463,56463,56617,56617,56617,56862,56862,56862,56937,56997,56997,56997,57034,57034,57083,57083,57126,57126,57132,57247,57247,57269,57269,57269,57269,57269,57338,57338,57402,57402,57432,57432,57432,57453,57453,57470,57470,57470,57470,57470,57565,57565,57582,57587,57605,57605,57605,57638,57638,57662,57662,57729,57729,57729,57803,57803,57803,57803,57880,57880,57880,57977,58029,58060,58060,58115,58115,58115,58234,58234,58306,58319,58319,58319,58319,58858,59175,59175,59208,59851,59851,59851,59851,59851,61932,63388,64448,64448,64448,67298,67298,67298,70059,70059,70059,70059,72349,72349,74793,74793,74793,74793,74793,74793,79274,79942,80175,80175,80175,80175,80998,81719,81719,81719,82306,82306,82306,82984,82984,82984,84198,84283,84283,84283,84519,84760,84877,84926,84998,84998,84998,85379,85379,85510,85510,85510,85510,85510,85686,85686,85708,85743,85776,85776,85776,85793,85793,85822,85834,85834,85834,85834,85876,85876,85876,85938,85999,85999,85999,86018,86039,86039,86138,86154,86154,86154,86154,86154,86271,86290,86315,86315,86315,86344,86375,86426,86461,86461,86461,86461,86461,86509,86585,86598,86611,86611,86611,86628,86715,86748,86748,86748,86748,86748,86748,86748,86748,86748,86748,86748,86748,86748,86748,86748,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87023,87633,87633,87633,87633,87633,87633,87633,87633,87633,88036,88036,88036,88036,88036,88374,88374,88374,89189,89189,89189,89189,89189,89189,89189,89189,89932,89932,89932,89932,89932,89932,89932,89932,89932,89932,90561,90561,90561,91082,91082,91082,91082,91082,91082,91082,91082,91393,91393,91393,91393,91393,91393,91393,91393,91393,91393,91737,91737,91737,91737,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-Faroe Islands,Denmark,61.8926,-6.9118,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,2,2,3,9,11,18,47,58,72,80,92,115,118,122,132,140,144,155,159,168,169,173,177,179,181,181,183,184,184,184,184,184,184,184,184,184,184,184,184,185,185,185,185,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,188,188,188,188,188,188,188,188,188,188,188,188,188,188,191,191,191,191,191,191,192,214,214,220,220,225,225,225,225,225,227,241,266,291,295,303,306,318,339,362,365,370,372,373,377,382,383,384,384,384,410,411,411,411,411,411,411,411,411,411,412,413,413,413,413,414,415,415,416,418,423,423,428,428,429,430,431,434,437,448,451,455,458,460,460,460,463,467,472,472,473,474,475,475,476,477,477,477,477,477,477,478,480,482,483,485,485,488,488,490,490,490,490,490,494,494,494,494,495,495,495,495,495,495,495,495,497,497,497,497,497,497,497,498,498,498,498,498,498,499,500,500,500,500,500,500,502,502,503,503,503,505,505,506,510,510,514,519,519,520,525,528,528,530,532,534,534,539,546,547,550,556,561,567,571,579,582,601,605,610,610,614,620,622,626,640,643,644,646,646,646,646,647,647,648,649,649,649,650,652,652,652,652,652,652,654,654,654,654,654,654,654,654,654,655,655,655,656,656,657,657,657,657,657,657,657,658,658,658,658,658,658,658,658,658,658,658,658,658,658,658,658,658,658,658,658,660,660,660,660,660,660,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,661,662,662,662,662,662,662,663,663,663,663,663,663,663,663,663,663,664,664,664,664,665,668,668,668,668,668,668,669,669,669,669,670,670,670,670,670,670,671,673,676,692,694,697,701,707,712,718,718,721,723,731,739,741,743,744,747,752,754,754,755,756,757,757,757,758,760,761,766,768,769,770,770,770,771,772,772,775,776,778,778,781,781,784,793,803,817,825,845,868,880,891,898,905,914,921,925,933,941,949,958,958,970,970,970,979,980,980,982,983,985,985,987,987,987,987,987,987,987,987,987,987,991,991,991,992,993,993,995,995,995,995,997,997,999,999,999,999,1000,1000,1001,1001,1002,1002,1006,1015,1020,1022,1022,1027,1032,1035,1035,1037,1041,1046,1050,1053,1059,1067,1070,1077,1078,1086,1098,1115,1122,1127,1140,1161,1178,1178,1210,1217,1217,1237,1237,1246,1268,1280,1280,1301,1311,1319,1323,1332,1332,1350,1350,1350,1350,1410,1448,1537,1615,1615,1714,1778,1930,2011,2082,2145,2212,2288,2373,2484,2538,2586,2615,2667,2731,2778,2778,2778,2903,2939,2966,3017,3045,3090,3131,3169,3169,3209,3244,3284,3337,3408,3408,3505,3553,3626,3688,3750,3796,3796,3916,3957,4053,4134,4212,4275,4275,4372,4413,4477,4477,4477,4639,4639,4735,4735,4792,4892,5039,5115,5145,5149,5261,5261,5548,5764,5764,6081,6105,6367,6646,6855,6855,6855,6855,7708,7708,7930,8579,8959,9348,9761,10169,10584,11313,11948,11948,13207,13822,14340,14865,15778,16637,17403,17403,18613,19099,19625,20749,21457,21457,22908,22908,24006,24360,25625,25625,26288,27701,28420,28725,29065,30010,30571,30571,31092,31092,32044,32044,32044,32899,33183,33590,33590,34237,34237,34383,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658,34658 -Greenland,Denmark,71.7069,-42.6043,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,2,4,4,5,6,6,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,19,19,19,19,19,19,19,19,19,19,19,19,19,25,25,25,25,26,26,26,26,26,27,27,27,27,27,27,28,28,27,29,29,29,29,29,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,34,34,34,34,34,34,34,34,36,36,37,40,40,40,40,40,40,43,43,43,43,43,43,43,44,44,44,49,49,49,49,49,49,49,50,50,50,50,50,50,50,50,50,50,50,50,50,51,51,51,51,51,52,55,55,64,65,65,69,72,78,81,83,83,84,85,89,92,92,92,108,117,118,119,122,122,130,135,151,160,168,175,182,187,201,221,235,245,245,249,257,273,285,296,298,298,305,310,313,318,329,329,333,333,334,343,347,347,349,353,353,360,377,377,382,390,395,395,409,433,441,454,464,464,469,504,528,541,553,553,565,565,571,573,576,584,584,591,591,595,600,601,620,623,623,623,630,638,645,654,654,654,654,688,700,716,731,731,731,746,772,779,787,799,799,799,810,823,835,846,859,859,859,882,922,963,982,990,990,990,1039,1070,1095,1116,1129,1129,1129,1188,1292,1311,1311,1332,1332,1332,1456,1456,1456,1542,1582,1582,1582,1621,1663,1746,1774,1774,1813,1831,1876,1876,1917,1937,1969,1969,1969,1969,1969,2182,2249,2249,2249,2249,2306,2437,2437,2610,2611,2611,2611,2930,3134,3404,3404,3995,4499,4996,5472,5996,6453,7083,7083,7083,7871,8025,8790,9014,9256,9407,9485,9485,9823,10028,10157,10359,10533,10627,10662,10707,10821,10821,10925,11025,11025,11025,11077,11276,11300,11333,11409,11409,11409,11428,11460,11499,11547,11565,11565,11565,11581,11645,11645,11689,11715,11715,11715,11725,11747,11759,11778,11806,11806,11806,11810,11825,11832,11849,11856,11856,11856,11879,11895,11901,11915,11926,11926,11926,11936,11951,11952,11953,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971,11971 -,Denmark,56.2639,9.5018,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,4,4,6,10,10,23,23,35,90,262,442,615,801,827,864,914,977,1057,1151,1255,1326,1395,1450,1591,1724,1877,2046,2201,2395,2577,2860,3107,3386,3757,4077,4369,4681,5071,5402,5635,5819,5996,6174,6318,6511,6681,6879,7073,7242,7384,7515,7695,7912,8073,8210,8445,8575,8698,8851,9008,9158,9311,9407,9523,9670,9821,9938,10083,10218,10319,10429,10513,10591,10667,10713,10791,10858,10927,10968,11044,11117,11182,11230,11289,11360,11387,11428,11480,11512,11593,11633,11669,11699,11734,11771,11811,11875,11924,11948,11962,12001,12016,12035,12099,12139,12193,12217,12250,12294,12344,12391,12391,12391,12527,12561,12615,12636,12675,12675,12675,12751,12768,12794,12815,12832,12832,12832,12878,12888,12900,12916,12946,12946,12946,13037,13061,13092,13124,13173,13173,13173,13262,13302,13350,13390,13438,13438,13438,13547,13577,13634,13725,13789,13789,13789,13996,14073,14185,14306,14442,14442,14442,14815,14959,15070,15214,15379,15483,15617,15740,15855,15940,16056,16127,16239,16317,16397,16480,16537,16627,16700,16779,16891,16985,17084,17195,17374,17547,17736,17883,18113,18356,18607,18924,19216,19557,19890,20237,20571,20571,21393,21847,22436,22905,23323,23799,24357,24916,25594,26213,26637,27072,27464,27998,28396,28932,29302,29680,30057,30379,30710,31156,31638,32082,32422,32811,33101,33593,34023,34441,34941,35392,35844,36373,37003,37763,38622,39411,40356,41412,42157,43174,44034,45225,46351,47299,48241,49594,50530,51753,53180,54230,55121,55892,56958,57952,58963,60000,61078,62136,63331,64551,65808,67105,68362,69635,70485,71654,73021,74204,75395,76718,78354,79352,80481,81949,83535,85140,86743,88858,90603,92649,94799,97357,100489,103564,107116,109758,113095,116087,119779,123813,128321,131606,134434,137632,140175,143472,146341,149333,151167,153347,155826,158447,161230,163479,165930,167541,168711,170787,172779,174995,176837,178497,180240,181486,182725,183801,185159,185159,187320,188199,189088,189895,190619,191505,192265,193038,193917,194671,195296,195948,196540,197208,197664,198095,198472,198960,199357,199782,200335,200773,201186,201621,202051,202417,202887,203365,203793,204067,204362,204799,205183,205597,206065,206617,207081,207577,208027,208556,209079,209682,210212,210732,211195,211692,212224,212798,213318,213932,214326,214839,215264,215791,217798,218660,219305,219918,220459,221071,221842,222629,223415,224258,224848,225505,226777,227031,225030,225844,226633,227049,228013,228692,229902,230603,231265,231973,232718,233318,233797,234317,234931,235648,236346,237101,237792,238306,238869,239532,240330,241007,241731,242633,243374,244065,244868,245761,246463,247010,247622,248326,248950,249785,250554,250554,252045,252912,253673,254482,254482,256482,257505,258182,259056,259988,260913,262159,263514,264465,265539,266503,267339,268255,269343,270557,271908,272659,273494,274413,275207,276280,277399,278396,279434,280383,281227,282135,283089,284117,285044,285636,286489,286948,287325,288229,288704,289122,289559,289874,290111,290333,290686,291017,291220,291463,291652,291801,291956,292179,292352,292574,292769,292943,293094,293337,293677,294152,294478,294925,295317,295654,296196,296885,297543,298094,298614,299223,300071,301126,302328,303469,304429,305459,306100,306944,307764,308615,309420,310127,310876,311520,312292,312851,314135,314983,316068,316807,317700,318485,319295,320222,321154,322019,322965,323786,324721,325725,326887,327972,329010,329927,330777,331736,332622,333815,334799,335722,336746,337466,338240,339580,340567,341549,342474,343351,344088,344850,345693,346518,347212,347909,348347,348979,349440,349891,350405,350996,351553,351939,352373,352636,353061,353431,353744,354068,354393,354645,354913,355257,355603,355944,356326,356684,357037,357370,357827,358369,358796,359237,359663,360031,360411,360888,361461,362068,362738,363356,363900,364464,365051,365840,366607,367307,368060,368651,369403,370159,371286,372533,373803,375065,376414,377825,379078,380949,382796,384580,386251,387783,389240,391221,393199,395797,398048,400145,402561,404855,407417,410434,412566,417151,420099,423322,426992,430891,434798,438811,442881,446676,450091,453802,458001,462427,466817,470893,474637,478927,483253,487401,492521,497201,501760,506085,509111,516257,522581,529210,536195,542794,548400,554389,562188,570502,579275,589274,600468,609062,617274,627356,647934,661320,673807,685036,685036,685036,726071,739071,762299,783702,802397,823282,831236,840037,865110,893393,919388,937649,950237,969485,983899,1006295,1030638,1056389,1080003,1105037,1131206,1159986,1193479,1232238,1272864,1319695,1355815,1397833,1438181,1484771,1531518,1582551,1636206,1677289,1713485,1742569,1787935,1842936,1887161,1927340,1966530,2003042,2037891,2087689,2142809,2196556,2244726,2289076,2327399,2356873,2399851,2442799,2483399,2519057,2552361,2578051,2606934,2637414,2666454,2691663,2714447,2731806,2748260,2764838,2783399,2803857,2803857,2837501,2853236,2864063,2876288,2891763,2908721,2923030,2936856,2943947,2950605,2958497,2968444,2978029,2986355,2993571,2999923,3004907,3010128,3017529,3023820,3029228,3034882,3039204,3042563,3045935,3050431,3054842,3058773,3061773,3064625,3066705,3068971,3072334,3075548,3078295,3080975,3083432,3085154,3086959,3089642,3091899,3094158,3095605,3097015,3098622,3098622,3101637,3103988,3106030,3107664,3109014,3110019,3111002,3112486,3113693,3114781,3115721,3116655,3117326,3118106,3119099,3120061,3120933,3121820,3122739,3123314,3123896,3124899,3125749,3126491,3127256,3127683,3128171,3128741,3129544,3130288,3130952,3130952,3130952,3130952,3130952,3133507,3134080,3134604,3134910,3135378,3135378,3136184,3136896,3137542,3138133,3138678,3138678,3138678,3138678,3140665,3141571,3142483,3143392,3143392,3143392,3145819,3146978,3148183,3149405,3150599,3150599,3150599,3153831,3155972,3157930,3159696,3161148,3161148,3161148,3164435,3167267,3169600,3171766,3173556,3173556,3173556,3177491,3180392,3183166,3185838,3188252,3188252,3188252,3193837,3196794,3199299,3201797,3203739,3203739,3203739,3209307,3212192,3214417,3216533,3218418,3218418,3218418,3218418,3224908,3226717,3228291,3229666,3229666,3229666,3233623,3235576,3237406,3239092,3240454,3240454,3240454,3243965,3245898,3248038,3250209,3252087,3252087,3252087,3256128,3258028,3259684,3261142,3262219,3262219,3262219,3265002,3266169,3267278,3268387,3269328,3269328,3269328,3271458,3272445,3273205,3273997,3274583,3274583,3274583,3276399,3277463,3278340,3279222,3280052,3280052,3280052,3281847,3282837,3283706,3284546,3285290,3285290,3285290,3287088,3288050,3289119,3289978,3291284,3291284,3291284,3293856,3295332,3296945,3298293,3299534,3299534,3299534,3302418,3303935,3305644,3307186,3308378,3308378,3308378,3311874,3313544,3314946,3316465,3317617,3317617,3317617,3321004,3322391,3323835,3324976,3325947,3325947,3325947,3328525,3329909,3330925,3331865,3332764,3332764,3332764,3334594,3335516,3336258,3336890,3337464,3337464,3337464,3338886,3339619,3340269,3341153,3341697,3341697,3341697,3343173,3343859,3344521,3345095,3345583,3345583,3345583,3346969,3347582,3348258,3348972,3349672,3349672,3349672,3351498,3352606,3353700,3354906,3355938,3355938,3355938,3358726,3360156,3360156,3363615,3365252,3365252,3365252,3367341,3368415,3369387,3370728,3371791,3371791,3371791,3374393,3375600,3377480,3379211,3381011,3381011,3381011,3381011,3384373,3385836,3385836,3385836,3385836,3385836,3385836,3391597,3392457,3393327,3393890,3393890,3393890,3395108,3395602,3395983,3396343,3396658,3396658,3396658,3396658,3397495,3397700,3397927,3398106,3398106,3398106,3398489,3398675,3398828,3399014,3399192,3399192,3399192,3399576,3399780,3399947,3399947,3400280,3400280,3400280,3400595,3400755,3400924,3401091,3401227,3401227,3401227,3401570,3401725,3401874,3402001,3402118,3402118,3402118,3402426,3402590,3402710,3402848,3402975,3402975,3402975,3403225,3403360,3403472,3403594,3403707,3403707,3403707,3403958,3404128,3404268,3404407 -,Diamond Princess,0.0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,61,61,64,135,135,175,175,218,285,355,454,542,621,634,634,634,691,691,691,705,705,705,705,705,705,706,706,706,706,706,706,706,706,706,706,706,706,706,706,706,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712 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Salvador,13.7942,-88.8965,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,3,5,9,13,13,19,24,30,32,32,41,46,56,62,69,78,93,103,117,118,125,137,149,159,164,177,190,201,218,225,237,250,274,274,298,323,345,377,395,424,446,490,555,587,633,695,742,784,889,958,998,1037,1112,1210,1265,1338,1413,1498,1571,1640,1725,1819,1915,1983,2042,2109,2194,2278,2395,2517,2582,2653,2705,2781,2849,2934,3015,3104,3191,3274,3373,3481,3603,3720,3826,3941,4066,4200,4329,4475,4626,4808,4973,5150,5336,5517,5727,5934,6173,6438,6736,7000,7267,7507,7777,8027,8307,8566,8844,9142,9391,9674,9978,10303,10645,10957,11207,11508,11846,12207,12582,12975,13377,13792,14221,14630,15035,15446,15841,16230,16632,17050,17448,17843,18262,18701,19126,19544,19978,20423,20872,21269,21644,21993,22314,22619,22912,23193,23462,23717,23964,24200,24420,24622,24811,24986,25140,25284,25415,25537,25635,25729,25820,25904,26000,26099,26206,26308,26413,26511,26602,26688,26773,26851,26928,27009,27088,27163,27249,27346,27428,27553,27798,27954,28201,28415,28630,28722,28630,28809,28981,29077,29175,29269,29358,29450,29539,29634,29737,29842,29951,30070,30196,30335,30480,30766,31061,31265,31456,31666,31826,31975,32120,32262,32421,32585,32752,32925,33090,33264,33445,33631,33826,34015,34214,34404,34577,34782,34966,35145,35326,35509,35684,35862,36030,36195,36358,36516,36669,36819,36965,37109,37250,37404,37562,37719,37884,38058,38228,38405,38586,38758,38941,39130,39327,39515,39718,39930,40131,40345,40551,40741,40946,41163,41394,41631,41880,42132,42397,42641,42914,43195,43477,43772,44058,44328,44619,44892,44892,45157,45415,45684,45960,46242,46515,46803,46803,47087,47355,47645,47948,48255,48574,48905,49224,49539,49859,50157,50467,50784,51107,51437,51772,52094,52388,52672,52949,53218,53479,53738,53989,54241,54488,54723,54966,55195,55416,55623,55821,56025,56237,56442,56653,56859,57046,57229,57428,57638,57839,58023,58200,58374,58546,58728,58903,59071,59235,59396,59555,59712,59866,60021,60181,60337,60491,60640,60800,60952,61101,61251,61398,61539,61677,61814,61947,62086,62229,62377,62531,62691,62853,63017,63188,63344,63490,63631,63766,63900,64039,64168,64298,64431,64573,64726,64875,65030,65180,65337,65491,65491,65491,65491,65491,65491,66489,66489,66816,66956,67099,67249,67404,67557,67557,67851,68007,68161,68318,68468,68468,68468,68922,68922,69198,69198,69198,69198,69727,69727,69997,69997,70255,70255,70380,70380,70380,70915,70915,70915,71330,71479,71479,71479,71479,71479,72220,72220,72220,72220,72821,72821,72821,73246,73246,73246,73702,73702,73702,74141,74141,74141,74141,74141,74983,74983,75351,75351,75351,75351,75351,76297,76495,76495,76697,76697,77100,77484,77484,77484,77484,77484,77484,78572,78766,78766,78766,78766,78766,79790,79790,80235,80235,80235,80932,80932,80932,81644,81644,82130,82363,82605,82852,82852,82852,82852,82852,84144,84144,84691,84691,84691,84691,85779,86059,86059,86620,86620,86620,87498,87498,87498,88371,88371,88371,88371,88371,88371,90129,90129,90129,90129,90129,90129,90129,92135,92416,92686,92686,92686,92686,92686,94060,94060,94060,94060,94060,94060,94060,96067,96067,96067,96067,96067,96067,96067,96067,98122,98122,98122,98122,99701,99701,99701,99701,99701,99701,99701,102024,102024,102024,102024,102024,102024,102024,104348,104348,104348,104348,104348,104348,104348,104348,104348,107335,107664,107664,107664,107664,107664,107664,107664,109881,110188,110188,110188,110188,110188,110188,110188,112290,112290,112290,112290,113422,113422,113422,113422,113422,113422,113422,113422,113422,113422,113422,116258,116258,116258,116258,117350,117350,117544,117722,117884,118041,118041,118041,118041,118041,118041,118041,118041,118041,118041,118041,118041,118919,119803,119803,119803,119803,119803,119803,119803,119803,119803,119803,119803,119803,119803,119803,121127,121200,121267,121267,121384,121437,121484,121530,121530,121623,121623,121661,121741,121741,121741,121741,121741,121741,121945,121945,121945,121945,122063,122063,122063,122063,122234,122234,122469,122628,122628,123025,123025,123577,123577,123577,123577,123577,123577,123577,127012,127012,127012,127012,127012,127012,127012,127012,133262,134155,135109,135109,135109,135109,135109,135109,135109,135109,135109,135109,135109,135109,135109,135109,147786,147786,147786,147786,147786,147786,147786,147786,147786,147786,147786,147786,147786,147786,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,156364,160305,160942,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161052,161570,161570,161570,161570,161570,161570,161945,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162089,162755,162755,162755,162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-,Equatorial Guinea,1.6508,10.2679,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,4,6,6,6,6,9,9,9,12,12,12,12,12,12,15,15,16,16,16,16,16,18,18,18,18,21,21,41,51,51,79,79,79,79,83,84,84,214,258,258,258,315,315,315,315,315,315,315,315,439,439,439,439,439,439,439,522,583,594,594,594,719,825,890,903,960,960,960,1043,1043,1043,1043,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1664,1664,1664,1664,1664,1664,1664,1664,1664,2001,2001,2001,2001,2001,2001,2001,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,3071,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4821,4892,4892,4926,4926,4926,4926,4926,4928,4928,4941,4941,4941,4941,4965,4965,4965,4972,4972,4972,4985,4985,4990,4990,4996,4996,4996,5000,5000,5000,5002,5002,5002,5002,5002,5018,5018,5018,5018,5028,5028,5028,5030,5030,5045,5045,5045,5045,5045,5052,5052,5062,5063,5063,5063,5066,5066,5068,5068,5068,5070,5070,5070,5074,5074,5074,5074,5079,5079,5079,5083,5083,5083,5083,5088,5088,5089,5089,5089,5092,5092,5092,5092,5092,5102,5102,5104,5104,5104,5104,5104,5121,5121,5121,5121,5130,5130,5137,5137,5137,5146,5146,5153,5153,5153,5156,5156,5159,5159,5159,5159,5166,5166,5183,5183,5183,5185,5185,5185,5195,5195,5214,5214,5214,5214,5231,5231,5236,5236,5236,5236,5248,5248,5248,5264,5277,5277,5277,5277,5279,5279,5286,5286,5289,5289,5289,5296,5296,5316,5316,5316,5356,5356,5365,5365,5365,5365,5401,5401,5401,5454,5454,5492,5492,5516,5516,5516,5534,5534,5534,5534,5578,5578,5578,5614,5614,5658,5663,5663,5694,5694,5694,5694,5694,5747,5747,5798,5798,5798,5852,5852,5852,5957,6005,6005,6095,6095,6210,6210,6210,6329,6329,6371,6371,6371,6456,6456,6562,6562,6562,6603,6603,6666,6666,6736,6736,6780,6780,6851,6851,6851,6902,6902,6914,6914,6914,7008,7008,7008,7008,7059,7059,7059,7059,7059,7219,7219,7219,7219,7259,7259,7259,7259,7259,7259,7505,7505,7505,7559,7559,7559,7559,7559,7559,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,7694,8436,8436,8436,8436,8476,8476,8476,8476,8476,8529,8529,8529,8572,8572,8572,8572,8626,8626,8626,8640,8640,8640,8640,8650,8650,8662,8662,8662,8680,8698,8698,8698,8708,8708,8708,8712,8712,8723,8723,8723,8734,8734,8742,8742,8759,8759,8759,8775,8775,8790,8790,8790,8790,8815,8815,8828,8828,8828,8828,8828,8828,8848,8848,8848,8863,8863,8863,8863,8880,8880,8880,8880,8880,8880,8911,8911,8928,8928,8940,8940,8951,8951,8951,8951,8951,8951,8972,8972,8972,8972,9010,9010,9049,9049,9049,9049,9096,9173,9173,9173,9173,9326,9326,9477,9477,9477,9760,9760,9760,9939,9939,9939,10284,10284,10498,10498,10498,10498,10792,11063,11063,11063,11063,11063,11544,11544,11806,11806,11806,11806,11806,11806,12214,12362,12362,12362,12362,12532,12532,12532,12657,12657,12657,12657,12786,12786,12840,12840,12840,12840,12840,13020,13020,13097,13097,13097,13166,13166,13166,13236,13236,13236,13304,13368,13368,13368,13377,13377,13407,13407,13407,13407,13459,13459,13459,13485,13485,13485,13485,13485,13519,13519,13519,13525,13538,13538,13538,13547,13547,13547,13579,13579,13579,13579,13592,13592,13599,13599,13599,13599,13599,13599,13599,13599,13612,13612,13612,13612,13612,13617,13617,13618,13618,13618,13618,13618,13618,13623,13623,13630,13630,13630,13637,13637,13710,13710,13710,13710,13710,13710,13876,13876,14401,14401,14401,14871,14871,14871,14871,15319,15319,15319,15492,15492,15558,15558,15558,15690,15690,15732,15732,15774,15774,15802,15802,15802,15802,15828,15828,15828,15845,15845,15845,15850,15850,15850,15853,15853,15859,15859,15859,15869,15869,15870,15870,15870,15870,15874,15874,15874,15877,15877,15877,15877,15884,15884,15885,15885,15885,15889,15889,15894,15894,15894,15894,15894,15895,15895,15898,15898,15898,15899,15899,15899,15899,15899,15902,15999,15999,15999,15999,15999,16000,16000,16000,16000,16000,16000,16000,16000,16000,16001,16001,16001,16001,16001,15904,15904,15906,15906,15906,15906,15906,15906,15907,15907,15907,15907,15907,15907,15907,15907,15907,15907,15907,15907,15907,15907,15908,15908,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15910,15914,15915,15915,15915,15921,15921,15923,15923,15923,15924,15924,15924,15927,15931,15933,15937,15937,15937,15945,15945,15945,15945,15951,15951,15951,15951,15955,15962,15962,15995,15995,15995,15995,16034,16034,16034,16087,16087,16087,16114,16191,16191,16191,16383,16383,16383,16467,16504,16504,16504,16584,16584,16584,16621,16621,16654,16654,16654,16654,16654,16704,16704,16708,16708,16723,16723,16723,16741,16741,16741,16741,16771,16776,16776,16785,16789,16789,16795,16892,16892,16892,16898,16898,16914,16914,16917,16917,16917,16920,16937,16938,16938,16945,16945,16945,16946,16950,16956,16956,16957,16957,16957,16957,16962,16964,16964,16965,16965,16965,16965,16970,16990,16991,16991,16991,16991,16991,16994,17006,17006,17009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-French Guiana,France,3.9339,-53.1258,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,5,5,5,5,5,5,5,7,11,11,11,11,15,18,18,20,23,28,28,28,28,28,43,43,51,51,57,61,61,72,72,77,83,83,83,86,86,86,86,86,96,96,96,97,97,97,107,111,111,111,111,125,125,126,128,128,128,133,133,138,138,141,141,144,144,144,153,164,189,197,197,210,218,237,249,261,279,328,353,384,406,436,450,477,499,499,517,533,556,589,639,689,729,773,865,917,1043,1161,1255,1326,1421,1554,1758,1969,2163,2441,2458,2593,2827,3033,3270,3461,3461,3774,4004,4268,4444,4558,4913,4913,5054,5178,5459,5558,5704,5949,5949,6170,6229,6299,6393,6509,6655,6655,6745,6851,6883,7086,7251,7332,7332,7514,7562,7647,7728,7799,7857,7857,7948,7998,8069,8127,8204,8267,8267,8324,8360,8423,8471,8549,8588,8588,8622,8657,8711,8743,8777,8797,8797,8875,8904,8936,8982,9022,9076,9076,9115,9154,9209,9251,9276,9322,9322,9355,9387,9418,9462,9494,9521,9521,9552,9578,9595,9623,9659,9692,9692,9712,9738,9762,9790,9831,9863,9863,9895,9929,9955,9966,9968,10029,10029,10057,10070,10103,10128,10144,10144,10144,10180,10192,10202,10233,10239,10243,10243,10268,10268,10295,10342,10351,10376,10376,10385,10397,10404,10425,10517,10536,10536,10567,10577,10591,10620,10647,10704,10704,10715,10729,10762,10780,10808,10844,10844,10876,10900,10930,10950,10987,11014,11014,11042,11079,11116,11138,11158,11179,11179,11204,11240,11283,11318,11334,11407,11407,11407,11458,11513,11600,11677,11755,11800,11800,11855,11906,12026,12163,12281,12369,12369,12433,12499,12547,12685,12685,12773,12779,12832,12896,13045,13166,13273,13273,13273,13374,13497,13632,13825,13970,14113,14113,14221,14370,14370,14526,14776,14975,14975,15055,15187,15311,15431,15560,15664,15664,15702,15702,15857,15932,16028,16083,16083,16134,16185,16218,16264,16296,16296,16296,16296,16296,16296,16296,16456,16456,16456,16456,16456,16456,16456,16529,16529,16529,16529,16529,16529,16529,16627,16627,16627,16627,16627,16627,16627,16693,16693,16693,16693,16693,16693,16693,16764,16764,16764,16764,16764,16764,16764,16764,16764,16764,16764,16764,16764,16922,16922,16922,16922,16922,16922,17132,17132,17300,17300,17132,17132,17132,17318,17318,17549,17549,17549,17549,17706,17806,17883,17965,18081,18081,18081,18261,18261,18545,18693,18826,18826,18826,19004,19099,19264,19404,19543,19543,19697,19882,20078,20226,20366,20366,20366,20644,20877,20877,21433,21465,21465,21465,21845,21845,22115,22382,22610,22780,22780,23101,23172,23172,23609,23763,23763,23763,24036,24212,24365,24534,24534,24534,24725,24935,25093,25292,25292,25506,25506,25506,25788,25950,26143,26143,26143,26143,26450,26647,26799,26799,27040,27040,27040,27286,27318,27415,27415,27628,27628,27628,27730,27730,27996,27996,28199,28199,28199,28281,28421,28421,28681,28681,28681,28681,28803,28995,29133,29285,29419,29419,29419,29533,29686,29814,29950,30040,30040,30040,30164,30329,30449,30449,30756,30756,30756,30875,31099,31276,31439,31633,31633,31633,31826,32180,32426,32426,32869,32869,32869,33060,33452,33452,33722,34166,34166,34166,34375,34375,35073,35073,35309,35309,35309,35721,36035,36221,36481,36481,36481,36481,36859,37210,37457,37756,38021,38021,38021,38266,38711,38965,39239,39239,39239,39239,39790,39790,40569,40845,40845,40845,40845,41325,41325,41956,41956,42157,42157,42157,42157,42157,42794,42962,43255,43255,43255,43255,43561,43690,43690,43938,43938,43938,43938,44225,44347,44438,44554,44554,44554,44629,44629,44784,44784,44964,44964,44964,45028,45143,45245,45306,45306,45306,45306,45366,45366,45445,45548,45583,45583,45583,45616,45675,45731,45763,45802,45802,45802,45864,45984,46014,46060,46094,46094,46094,46142,46205,46205,46261,46304,46304,46304,46421,46421,46510,46590,46690,46690,46690,46732,46732,46910,47012,47012,47012,47012,47229,47332,47631,47631,47631,47631,47631,47631,49771,49771,52465,55701,55701,55701,55980,60490,61680,64109,65083,65083,65083,67275,69381,70483,71476,72188,72188,72188,72819,73691,74563,74686,74686,74686,74686,75242,75242,76054,76264,76399,76399,76399,76509,76773,76773,76893,76893,76893,76893,77164,77164,77349,77387,77414,77414,77414,77454,77454,77575,77607,77625,77625,77625,77652,77652,77652,77733,77765,77765,77765,77782,77866,77931,77931,77986,77986,77986,78075,78148,78220,78272,78326,78326,78326,78326,78326,78326,78326,78679,78679,78679,78679,78679,78679,78679,78679,78679,78679,79075,79075,79075,79075,79529,79529,79529,79529,79529,79529,79529,79529,79529,79529,79529,80035,80035,80035,80422,80422,80422,80422,80422,80422,80422,80859,80859,80859,80859,80859,80859,80859,80859,80859,80859,80859,80859,80859,80859,81784,81784,81784,81784,81784,81784,81784,81784,81784,81784,81784,82313,82313,82313,82952,82952,82952,82952,82952,82952,82952,82952,82952,82952,82952,83671,83671,83671,83671,83671,83671,83671,84507,84507,84507,84507,84507,84507,84507,85596,85596,85596,85596,85596,85596,85596,86911,86911,86911,86911,86911,86911,86911,88362,88362,88362,88362,88362,88362,88362,89779,89779,89779,89779,89779,89779,89779,89779,89779,89779,89779,89779,89779,89779,91812,91812,91812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-French Polynesia,France,-17.6797,149.4068,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,3,3,3,3,6,11,15,18,18,25,25,30,30,30,30,36,36,37,37,39,40,41,42,47,51,51,51,51,53,55,55,55,55,55,55,55,56,56,57,57,57,57,57,57,58,58,58,58,58,58,58,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,64,64,64,69,69,69,112,112,139,139,166,166,166,211,211,211,211,211,211,211,211,372,415,415,482,482,482,573,573,622,622,694,694,694,773,773,795,857,953,953,953,1099,1099,1099,1099,1111,1271,1271,1271,1394,1469,1469,1579,1579,1579,1579,1728,1852,1852,1964,1964,1964,2228,2228,2358,2420,2754,2754,2754,3251,3251,3573,3573,3797,3797,3797,4548,4548,5161,5161,5797,5797,5859,6431,6431,7262,7262,7262,7262,7262,8646,8949,9287,9754,9995,9995,9995,10680,10971,11316,11485,11706,11706,11706,12121,12362,12587,12816,12978,12978,12978,13286,13517,13783,13883,14096,14096,14096,14372,14559,14716,14897,15107,15107,15107,15107,15332,15411,15535,15618,15618,15618,15747,15870,15974,16118,16182,16182,16182,16345,16410,16466,16550,16550,16550,16550,16696,16795,16851,16926,16926,16926,16926,16988,17088,17131,17195,17241,17241,17241,17340,17403,17483,17590,17635,17635,17635,17697,17697,17697,17820,17852,17852,17852,17912,17961,17996,18033,18060,18060,18060,18101,18101,18145,18165,18185,18185,18185,18206,18222,18244,18257,18263,18263,18263,18293,18299,18321,18335,18346,18346,18346,18354,18362,18370,18379,18387,18387,18387,18414,18429,18452,18459,18459,18459,18459,18482,18495,18509,18517,18527,18527,18527,18546,18561,18566,18570,18576,18576,18576,18587,18595,18598,18605,18607,18607,18607,18612,18622,18627,18633,18633,18633,18633,18633,18640,18643,18647,18652,18652,18652,18666,18678,18680,18680,18688,18696,18696,18708,18720,18722,18725,18725,18734,18734,18739,18744,18746,18755,18758,18758,18758,18765,18771,18775,18776,18790,18790,18790,18797,18797,18797,18797,18815,18815,18815,18816,18828,18835,18841,18844,18844,18844,18844,18844,18855,18855,18859,18860,18860,18870,18875,18879,18884,18889,18889,18889,18899,18902,18914,18922,18930,18930,18930,18939,18947,18952,18957,18963,18963,18963,18972,18981,18991,18992,18994,18994,18994,19003,19003,19007,19007,19011,19011,19011,19017,19020,19022,19026,19026,19026,19026,19034,19042,19042,19058,19085,19085,19085,19127,19163,19195,19234,19234,19285,19285,19392,19494,19636,19875,19875,20048,20048,20480,20859,21316,21805,22459,22459,22459,23902,24977,25919,27036,28330,28330,28330,30541,32705,34327,35743,36372,36372,36372,39117,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,40178,45181,45181,45359,45359,45359,45359,45359,45359,45439,45439,45439,45439,45439,45439,45439,45506,45515,45515,45515,45506,45506,45506,45541,45541,45541,45541,45541,45541,45541,45541,45573,45573,45573,45573,45573,45573,45573,45573,45573,45573,45573,45601,45601,45601,45609,45609,45609,45609,45609,45609,45609,45609,45609,45609,45609,45609,46319,46321,46323,46323,46323,46324,46332,46332,46334,46334,46334,46334,46334,46334,46335,46342,46342,46342,46342,46342,46350,46375,46376,46376,46376,46376,46382,46382,46382,46382,46382,46382,46382,46382,46474,46474,46534,46534,46534,46534,46534,46713,46713,46768,47009,47009,47009,47132,47275,47275,47275,47470,47470,47470,47656,47794,47794,48044,48044,48044,48044,48266,48266,48731,49521,49521,49521,49521,49521,50579,51723,51723,53853,53853,53853,56658,56658,58260,58260,60716,60716,60716,62571,62571,64349,65583,65583,65583,65583,66699,67651,67651,68425,68425,68425,68425,68975,68975,69586,70158,70158,70158,70158,70436,70826,70826,71243,71243,71243,71243,71469,71673,71673,71868,71868,71868,71868,72058,72195,72195,72195,72318,72318,72318,72386,72473,72473,72473,72528,72528,72528,72570,72570,72596,72596,72596,72596,72596,72596,72621,72621,72621,72648,72648,72648,72678,72678,72704,72720,72720,72720,72720,72746,72746,72765,72765,72776,72776,72776,72786,72786,72786,72786,72821,72821,72821,72836,72836,72847,72847,72858,72858,72858,72876,72898,72898,72898,72911,72911,72911,72922,72951,72951,72962,72962,72962,72962,73014,73014,73062,73062,73062,73062,73062,73106,73106,73124,73124,73142,73142,73142,73166,73166,73186,73186,73234,73234,73234,73268,73268,73268,73268,73268,73268,73268,73386,73386,73451,73451,73574,73574,73574,73688,73858,73858,73858,74022,74022,74022,74113,74113,74305,74305,74639,74639,74639,74809,74998,74998,74998,75257,75257,75257,75257,75440,75654,75654,75819,75819,75819,75958,75958,76029,76029,76139,76139,76139,76197,76197,76252,76252,76285,76285,76285,76320,76359,76359,76415,76415,76415,76415,76415,76439,76459,76484,76484,76484,76484,76500,7652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-Guadeloupe,France,16.265,-61.551,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,6,18,27,33,45,53,58,62,62,73,73,73,102,106,106,114,125,128,130,134,135,135,139,141,141,143,143,143,143,145,145,145,145,148,148,148,148,148,148,149,149,149,149,149,149,151,152,152,152,152,152,152,153,154,154,154,154,155,155,155,155,155,155,155,155,155,155,156,156,161,161,161,161,161,162,162,162,162,162,162,162,164,164,164,164,164,164,164,171,171,171,171,171,171,171,174,174,174,174,174,174,174,182,182,182,182,182,182,182,184,184,184,184,184,184,184,190,190,190,190,190,190,190,195,195,195,195,195,195,195,203,203,203,203,203,244,244,265,265,265,272,272,279,279,290,290,290,317,317,367,367,446,446,446,510,510,510,510,771,771,771,771,935,935,935,1145,1145,1145,1269,1269,1363,1363,1363,1363,1363,1363,1363,2287,2287,2287,3080,3080,3080,3080,3426,3426,3426,3426,3426,3426,3426,4487,4487,4487,4487,4487,4487,4487,5528,5528,5528,5528,5528,5528,6319,6319,6319,6483,6483,6483,6483,6908,6908,6908,7122,7122,7122,7122,7329,7329,7329,7329,7329,7329,7474,7474,7605,7605,7605,7605,7605,7605,7903,7903,7903,7903,7903,7903,7903,8098,8098,8098,8098,8098,8098,8098,8225,8225,8225,8225,8225,8225,8225,8344,8344,8344,8344,8344,8344,8344,8427,8427,8427,8427,8427,8427,8427,8451,8451,8451,8451,8451,8451,8451,8498,8498,8498,8498,8498,8557,8557,8557,8557,8557,8557,8557,8620,8620,8620,8620,8620,8620,8620,8620,8620,8702,8702,8702,8702,8702,8702,8702,8834,8834,8834,8834,8834,8834,8834,8948,8948,8948,8948,9056,9056,9056,9056,9056,9056,9056,9056,9156,9156,9156,9156,9156,9156,9156,9156,9156,9302,9302,9302,9302,9302,9302,9302,9351,9455,9455,9455,9455,9455,9455,9610,9610,9610,9610,9968,9968,9968,9968,9968,9968,9968,10458,10458,10458,10458,10458,10458,10458,10458,10725,10725,10725,10725,10725,10725,10725,11095,11095,11095,11095,11095,11095,11095,11512,11512,11512,11512,11512,11512,11890,11890,11890,11890,11890,11890,11890,12304,12304,12304,12304,12304,12304,12304,12304,12927,12927,12927,12927,12927,12927,12927,12927,13770,13770,13770,13770,13770,13770,14634,14634,14634,14634,14634,14634,15429,15429,15429,15429,15429,15429,15429,15429,15429,15429,16079,16079,16079,16079,16079,16517,16517,16517,16517,16517,16517,16517,16874,16874,16874,16874,16874,16874,16874,17108,17108,17108,17108,17108,17108,17108,17288,17288,17288,17288,17288,17288,17288,17288,17427,17427,17427,17427,17427,17427,17427,17427,17539,17539,17539,17539,17539,17539,17684,17684,17684,17684,17684,17684,17684,17809,17809,17809,17809,17809,17809,17809,17982,17982,17982,17982,17982,17982,17982,18313,18313,18313,18313,18313,18313,18313,21125,21125,21125,21125,21125,21125,21125,21125,26771,26771,26771,26771,26771,26771,29760,35283,35283,35283,35283,35283,35283,37955,37955,37955,37955,37955,37955,37955,45393,45393,45393,45393,45393,45393,45393,45471,45471,49515,49515,49515,49515,49515,49515,51485,51485,51485,51485,51485,51485,52463,52463,52463,52463,53140,53140,53140,53140,53140,53106,53106,53106,53106,53106,53106,53544,53544,53544,53544,53544,53544,53544,53544,53836,53836,53836,53836,53836,53836,54095,54095,54095,54095,54095,54095,54095,54288,54288,54288,54288,54288,54288,54288,54288,54288,54474,54474,54474,54474,54474,54672,54672,54672,54672,54672,54672,54854,54854,54854,54854,54854,54854,54854,55080,55080,55080,55080,55080,55080,55080,55080,55080,55080,55080,55080,55080,55080,55080,55080,55080,55080,55080,55080,55080,55375,55375,55375,55375,55375,55375,55375,55375,55564,55564,55564,55564,55564,55564,55625,55795,55795,55795,55795,55795,55795,55795,56515,56515,56515,56515,56515,56515,56515,59835,65135,65135,65135,65135,65135,73660,73660,73660,73660,73660,73660,73660,73660,73660,90749,90749,90749,90749,90749,90749,104179,104179,104179,104179,104179,104179,104179,104179,104179,104179,112668,112668,112668,112668,112668,118177,118177,118177,118177,118177,122211,122211,122211,122211,122211,122211,122211,124528,124528,124528,124528,124528,124528,124528,126256,126256,126256,126256,126256,126256,126256,126256,128353,128353,128353,128353,128353,128353,132359,132359,132359,132359,132359,132359,132359,135981,135981,135981,135981,135981,135981,135981,139516,139516,139516,139516,139516,139516,139516,142573,142573,142573,142573,142573,142573,142573,142573,145228,145228,145228,145228,145228,145228,147607,147607,147607,147607,147607,147607,147607,147607,149955,149955,149955,149955,149955,149955,152516,152516,152516,152516,152516,152516,152516,155092,155092,155092,155092,155092,155092,155092,155092,157865,157865,157865,157865,157865,157865,157865,157865,160363,160363,160363,160363,160363,160363,162190,162190,162190,162190,162190,162190,162190,164325,164325,164325,164325,164325,164325,164325,166424,166424,166424,166424,166424,166424,166424,168714,168714,168714,168714,168714,168714,168714,171431,171431,171431,171431,171431,171431,171431,175348,175348,175348,175348,175348,175348,175348,179285,179285,179285,179285,179285,179285,179285,183018,183018,183018,183018,183018,183018,183018,186380,186380,186380,186380,186380,186380,186380,186380,186380,186380,186380,186380,186380,186380,190054,190054,190054,190054,190054,190054,190054,190054,190054,190054,190054,190054,190054,190054,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,191997,192801,192801,192801,192801,192801,192801,192801,192801,192801,192801,192801,192801,192801,192801,195593,193685,193685,193685,193685,193685,193685,193685,193685,193685,193685,193685,193685,193685,196270,196270,196270,196270,196270,196270,196270,196270,196270,196270,196270,196270,196270,196270,196270,196270,196270,196270,196270,196270,196270,197105,197105,197105,197105,197105,197105,197105,197105,197105,197105,197105,197105,197105,197105,197918,197918,197918,197918,197918,197918,197918,197918,197918,197918,197918,197918,197918,198608,198608,198608,198608,198608,198608,198608,198608,198608,198608,198608,198608,198608,198608,198608,198608,198608,198608,198608,198608,198608,198608,199988,199988,199988,199988,199988,199988,199988,200965,200965,200965,200965,200965,200965,200965,200965,200965,200965,200965,200965,200965,200965,201394,201394,201394,201394,201394,201394,201394,201394,201394,201394,201394,201394,201394,201394,201704,201704,201704,201704,201704,201704,201704,201704,201704,201704,201704,201704,201704,201704,201704,201852,201852,201852,201852,201852,201852,201852,201852,201852,201852,201852,201852,201852,201852,201886,201886 -Martinique,France,14.6415,-61.0242,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,3,3,3,9,9,15,16,19,23,32,32,44,53,57,66,66,81,93,93,93,128,135,138,143,145,149,151,152,154,154,155,155,155,157,157,158,158,158,158,163,163,163,164,164,170,175,175,175,175,175,178,179,179,179,181,181,182,183,186,186,186,187,187,189,189,192,192,192,192,192,192,192,197,197,197,197,197,197,197,200,200,200,200,200,200,200,202,202,202,202,202,202,202,202,202,202,202,202,202,221,236,236,236,236,236,236,236,242,242,242,242,242,242,242,249,249,249,249,249,249,249,255,255,255,255,255,255,255,255,262,262,262,262,262,262,269,269,269,269,269,269,269,269,269,269,269,269,269,276,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,464,464,464,596,596,596,596,596,615,747,754,754,758,758,758,758,939,939,939,939,939,939,939,1122,1122,1122,1122,1122,1122,1122,1290,1290,1290,1290,1290,1290,1290,1290,1543,1543,1543,1543,1543,1543,1851,1851,1851,1851,1851,1851,1851,2257,2257,2257,2257,2257,2257,2257,2257,2257,2257,2257,2257,2257,2257,3552,3552,3552,3552,3552,3552,3552,3552,4215,4215,4215,4215,4215,4215,4732,4732,4732,4732,4732,4732,4732,4732,4732,4732,4732,4732,4732,4732,5413,5413,5413,5413,5413,5413,5413,5520,5520,5520,5520,5520,5520,5520,5553,5553,5553,5553,5553,5553,5553,5601,5601,5601,5601,5601,5634,5634,5634,5634,5634,5634,5634,6072,6072,6072,6072,6072,6091,6091,6091,6091,6117,6117,6117,6117,6117,6117,6117,6227,6227,6227,6227,6227,6227,6227,6302,6302,6302,6302,6370,6370,6370,6370,6370,6370,6370,6370,6370,6370,6442,6442,6442,6442,6442,6442,6442,6521,6521,6521,6521,6521,6521,6521,6553,6593,6593,6593,6593,6593,6593,6646,6646,6646,6646,6746,6746,6746,6746,6746,6746,6746,6886,6886,6886,6886,6886,6886,6886,6886,7037,7037,7037,7037,7037,7037,7037,7264,7264,7264,7264,7264,7264,7264,7679,7679,7679,7679,7679,7549,8163,8163,8163,8163,8163,8163,8163,8887,8887,8887,8887,8887,8887,8887,8887,9758,9758,9758,9758,9758,9758,9758,9758,10491,10491,10491,10491,10491,10491,11139,11139,11139,11139,11139,11139,11490,11490,11490,11490,11490,11490,11490,11490,11490,11490,11669,11669,11669,11669,11669,11789,11789,11789,11789,11789,11789,11789,11979,11979,11979,11979,11979,11979,11979,12060,12060,12060,12060,12060,12060,12060,12130,12130,12130,12130,12130,12130,12130,12130,12199,12199,12199,12199,12199,12199,12199,12199,12286,12286,12286,12286,12286,12286,12396,12396,12396,12396,12396,12396,12396,12807,12807,12807,12807,12807,12807,12807,14964,14964,14964,14964,14964,14964,14964,17215,17215,17215,17215,17215,17215,17215,22439,22439,23667,23667,24418,24418,24418,26747,27310,27883,27883,27883,27883,27883,30247,31485,32002,32002,33359,33359,33359,33821,33821,34722,34722,34722,35953,35953,35953,35953,35953,35953,37985,37985,37985,38198,38616,38786,39006,39006,39006,39006,39373,39651,39787,39946,40079,40079,40079,40239,40459,40572,40685,40804,40804,40804,40883,41031,41126,41206,41284,41284,41284,41357,41357,41636,41749,41846,41846,41846,41846,41846,42183,42269,42269,42269,42269,42269,42543,42634,42748,42820,42820,42820,42820,42903,43022,43022,43183,43183,43183,43347,43347,43347,43347,43347,43347,43347,43665,43789,43789,43881,43962,43962,43962,43962,43962,43962,43962,44429,44429,44429,44618,44618,44828,44931,45010,45010,45010,45176,45176,45348,45348,45600,45600,45600,45811,45811,45975,46124,46251,46251,46251,46410,46410,46597,46827,46827,46827,46827,46989,46989,46989,47337,47337,47337,47337,47828,47828,48123,48123,48123,48123,48123,48123,50005,50005,50005,51840,51840,51840,51840,51840,58337,59583,63055,63055,63055,65380,65380,68931,71193,73355,73355,73355,77075,77075,77075,82813,84471,84471,84471,87634,87634,90745,94259,94259,94259,94259,96619,96619,99753,102746,102746,102746,102746,105097,105097,107144,107144,107144,107144,107144,110734,110734,112115,112115,112115,112115,112115,112115,114468,114468,115951,116168,116168,116168,117684,122782,122782,128554,128154,128154,128154,131370,131370,134344,135881,137055,137055,137055,138039,138039,138039,138039,142024,142024,142024,143175,143175,144314,144314,145507,145507,145507,145966,145966,146992,146992,147363,147363,147363,148048,148048,148332,148332,148332,148332,148332,148332,149259,149259,149259,149735,149735,149735,150077,150077,150077,150077,151972,151972,151972,151972,151972,151972,151972,153994,153994,153994,153994,153994,153994,153994,157292,157292,157292,157292,157292,157292,157292,162163,162163,162163,162163,162163,162163,162163,162163,162163,162163,162163,162163,167516,167516,167516,167516,167516,167516,172883,172883,172883,172883,172883,172883,172883,180883,180883,180883,180883,180883,180883,180883,188959,188959,188959,188959,188959,188959,188959,195912,195912,195912,195912,195912,195912,195912,201211,201211,201211,201211,201211,201211,201211,205261,205261,205261,205261,205261,205261,205261,208003,208003,208003,208003,208003,208003,208003,209858,209858,209858,209858,209858,209858,209858,211572,211572,211572,211572,211572,211572,211572,211572,211572,211572,211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-Mayotte,France,-12.8275,45.166244,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,3,3,6,7,11,24,36,36,36,50,63,63,82,94,94,116,128,134,147,147,171,171,184,191,196,196,207,217,217,233,245,254,271,271,311,326,326,354,380,401,401,460,460,539,539,539,650,686,739,739,854,854,988,1023,1023,1095,1143,1210,1210,1312,1342,1370,1370,1475,1475,1521,1521,1587,1609,1634,1645,1670,1699,1699,1699,1934,1986,1993,2058,2079,2079,2079,2151,2175,2226,2240,2268,2282,2298,2310,2333,2345,2383,2394,2404,2404,2434,2434,2467,2508,2508,2508,2508,2560,2603,2643,2650,2661,2661,2661,2679,2688,2688,2702,2711,2711,2711,2724,2724,2743,2778,2782,2782,2782,2808,2824,2839,2862,2862,2862,2862,2900,2900,2905,2962,2962,2962,2962,3008,3023,3031,3042,3068,3068,3068,3068,3091,3091,3119,3119,3119,3119,3160,3160,3160,3160,3237,3237,3237,3237,3237,3237,3301,3301,3301,3301,3301,3301,3301,3374,3374,3374,3374,3374,3374,3374,3374,3374,3374,3374,3374,3374,3374,3541,3541,3541,3541,3541,3541,3541,3541,3541,3541,3541,3541,3541,3779,3779,3779,3779,3779,3892,3892,3892,3892,3989,3989,3989,4030,4030,4030,4030,4030,4030,4030,4159,4159,4203,4203,4276,4276,4276,4321,4321,4366,4366,4366,4366,4366,4489,4524,4550,4550,4550,4550,4550,4815,4815,4815,4921,4921,4921,4921,4943,4943,5036,5036,5036,5036,5036,5122,5122,5181,5181,5181,5181,5181,5181,5181,5181,5181,5181,5181,5181,5181,5181,5181,5499,5499,5551,5551,5551,5616,5616,5616,5616,5708,5708,5708,5708,5767,5767,5767,5767,5767,5767,5890,5890,5890,5890,5890,5890,5890,6045,6045,6045,6045,6232,6232,6255,6255,6255,6255,6611,6611,6611,6611,6789,6918,6981,7158,7250,7544,7544,7590,7590,7884,8231,8231,8231,8231,8588,9003,9292,9546,10755,10755,10755,11147,11447,11783,12440,12702,13535,13535,13670,14037,14481,14492,15365,15792,15792,16349,16638,16638,16861,16861,16861,17600,17600,17600,17600,18140,18140,18140,18315,18413,18413,18604,18604,18642,18642,18845,18845,18845,18922,18984,19006,19006,19006,19006,19224,19224,19306,19306,19306,19306,19306,19408,19408,19408,19490,19490,19490,19490,19490,19490,19643,19643,19643,19643,19706,19706,19757,19789,19789,19789,19789,19849,19849,19849,19849,19849,19849,19849,19896,20055,20055,20055,20094,20094,20094,20094,20094,20134,20134,20134,20134,20134,20134,20176,20176,20176,20176,20176,20176,20176,20176,20176,20176,20176,20176,20176,20176,20176,20176,20176,20176,20176,19325,19325,19325,19333,19347,19347,19347,19347,19355,19355,19355,19355,19373,19373,19378,19378,19378,19378,19389,19389,19389,19389,19389,19402,19402,19405,19405,19405,19412,19412,19412,19412,19412,19412,19412,19412,19412,19425,19425,19425,19425,19425,19450,19450,19450,19451,19451,19451,19451,19460,19460,19460,19460,19465,19465,19465,19474,19474,19474,19474,19494,19494,19494,19494,19503,19503,19518,19518,19518,19518,19546,19546,19546,19546,19567,19567,19567,19614,19614,19625,19648,19664,19664,19664,19682,19698,19717,19726,19739,19739,19739,19780,19804,19827,19827,19875,19875,19875,19925,19925,19947,19947,20015,20015,20015,20041,20067,20067,20067,20107,20107,20107,20107,20179,20198,20205,20205,20205,20205,20242,20242,20274,20274,20274,20274,20274,20323,20337,20373,20373,20385,20385,20385,20385,20397,20422,20422,20439,20439,20439,20439,20439,20464,20464,20485,20485,20485,20497,20497,20497,20497,20555,20555,20555,20555,20587,20612,20612,20651,20651,20651,20709,20709,20751,20751,20769,20769,20769,20790,20790,20790,20837,20860,20860,20860,20860,20860,20914,20914,20938,20938,20938,20938,20973,20973,20973,20973,20973,20973,21003,21043,21043,21043,21088,21088,21088,21088,21129,21139,21139,21180,21180,21180,21180,21243,21243,21288,21288,21288,21288,21288,21506,21911,21911,21911,21911,21911,21911,24671,24671,24671,24671,24671,24671,30711,31480,31480,31480,33757,33757,33757,33757,34903,35189,35189,35691,35691,35691,35966,35966,36166,36225,36282,36282,36282,36282,36361,36436,36436,36474,36474,36474,36474,36517,36556,36556,36572,36572,36572,36572,36572,36572,36572,36631,36631,36631,36631,36631,36631,36631,36631,36631,36631,36662,36662,36662,36662,36703,36703,36703,36703,36703,36703,36703,36745,36745,36745,36745,36745,36745,36745,36745,36745,36745,36800,36800,36800,36800,36839,36839,36839,36839,36839,36839,36839,36891,36891,36891,36891,36891,36891,36891,36958,36958,36958,36958,36958,36958,36958,36958,36958,36958,36958,37038,37038,37038,37038,37038,37038,37038,37038,37038,37038,37363,37363,37363,37363,37363,37363,37363,37363,37363,37363,37363,37363,37363,37363,37363,37363,37363,37363,37523,37523,37523,37523,37523,37523,37523,37523,37523,37523,37523,37523,37523,37523,37581,37581,37581,37657,37657,37657,37657,37657,37657,37657,37751,37751,37751,37751,37751,37751,37751,37820,37820,37820,37820,37820,37820,37820,37877,37877,37877,37877,37877,37877,37877,37958,37958,37958,37958,37958,37958,37958,38139,38139,38139,38139,38139,38139,38139,38139,38139,38139,38139,38139,38408,38408,38653,38653,38653,38653,38653,38653,38646,38646,38646,38646,38646,38959,39344,39344,39344,39344,39344,39663,39663,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-New Caledonia,France,-20.904305,165.618042,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,4,4,8,10,14,14,15,15,15,15,16,16,18,18,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,19,19,19,19,20,20,20,20,20,20,20,20,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,28,28,28,28,28,28,29,29,29,29,29,29,29,30,30,30,30,30,30,30,30,30,32,32,32,32,32,32,32,32,32,33,33,33,34,35,35,35,35,35,36,36,36,36,36,36,36,37,37,37,37,37,37,38,38,38,38,38,38,38,38,38,38,38,38,40,40,40,40,40,40,40,40,40,40,40,40,41,44,44,44,44,44,44,44,44,44,44,44,44,44,47,47,47,47,47,47,47,47,49,49,50,50,50,50,52,52,52,52,52,52,55,55,55,55,55,55,55,57,58,58,58,58,58,58,58,58,58,67,67,70,74,81,88,91,93,93,95,95,106,115,116,116,116,116,120,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,123,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,125,125,125,125,125,125,126,126,126,126,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,128,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,131,131,131,131,131,131,133,133,133,134,134,134,134,134,134,134,134,134,134,134,134,134,134,134,134,134,134,134,134,134,134,135,135,135,135,135,135,135,136,136,136,136,136,136,136,136,136,136,143,152,202,253,401,701,957,1348,1348,2460,2843,3401,3531,3603,4396,4727,5805,5805,5959,6185,6379,6838,7176,7428,7619,7932,7987,8142,8506,8656,8860,9011,9100,9166,9186,9417,9665,9767,9861,9933,9977,10070,10163,10213,10305,10388,10454,10482,10553,10687,10768,10848,10909,10948,10968,10985,11052,11129,11182,11235,11294,11306,11350,11404,11466,11506,11533,11563,11573,11620,11698,11769,11799,11840,11863,11871,11909,11954,11992,12033,12067,12099,12105,12139,12159,12295,12321,12331,12331,12331,12385,12409,12427,12457,12479,12479,12479,12515,12525,12525,12557,12581,12581,12581,12638,12655,12670,12701,12701,12701,12701,12717,12717,12826,12826,12826,12826,12826,12854,12990,13033,13084,13116,13116,13116,13161,13265,13383,13457,13536,13536,13536,13829,14157,14527,14854,15195,15195,15195,16000,16626,17212,17903,18643,18643,18643,20486,22001,23231,24491,25780,25780,25780,28628,30981,32895,33996,35043,35043,35043,38386,40344,41681,42848,43885,43885,43885,45326,45462,51410,52321,53007,53007,53007,54177,54856,55502,56188,56833,56833,56833,58091,58733,59163,59299,59299,59299,59299,59489,59625,59752,59843,59921,59921,59921,59997,60113,60177,60220,60268,60268,60268,60303,60355,60391,60391,60413,60413,60413,60425,60463,60481,60492,60494,60494,60494,60498,60498,60521,60521,60521,60521,60521,60521,60521,60593,60593,60593,60593,60593,60593,60593,60653,60653,60653,60653,60653,60653,60749,60885,60885,60885,60885,60885,60885,60885,61185,61185,61185,61185,61185,61185,61185,61650,61650,61650,61650,61650,61650,61880,62016,62016,62016,62016,62016,62016,62193,62329,62329,62329,62329,62329,62329,62487,62623,62623,62623,62623,62623,62623,62866,63002,63002,63002,63002,63002,63002,63379,63515,63515,63515,63515,63515,63515,64201,64337,64337,64337,64337,64337,64337,65271,65407,65407,65407,65407,65407,65407,66596,66732,66732,66732,66732,66732,66732,67999,68135,68135,68135,68135,68135,68135,69660,69796,69796,69796,69796,69796,69796,70937,71410,71073,71073,71073,71073,71073,72226,72362,72362,72362,72362,72362,72362,72980,73116,73116,73116,73116,73116,73116,73497,73633,73633,73633,73633,73633,73633,73798,74102,74102,74102,74102,74102,74102,74102,74125,74125,74125,74125,74125,74125,74125,74222,74222,74222,74222,74222,74222,74222,74275,74275,74275,74275,74275,74275,74275,74288,74288,74288,74288,74288,74288,74288,74315,74315,74315,74315,74315,74315,74315,74315,74346,74346,74346,74346,74346,74346,74377,74377,74377,74377,74377,74377,74377,74406,74406,74406,74406,74406,74406,74406,74406,74440,74440,74440,74440,74440,74441,74577,74577,74577,74577,74577,74577,74682,74818,74818,74818,74818,74818,74818,75122,75258,75258,75258,75258,75258,75258,76051,76187,76187,76187,76187,76187,76187,77127,77263,77263,77263,77263,77263,77263,78244,78380,78380,78380,78380,78380,78380,79026,79162,79162,79162,79162,79162,79162,79162,79162,79441,79441,79441,79441,79441,79577,79606,79742,79742,79742,79742,79742,79742,79860,79860,79860,79860,79860,79860,79860,79921,79921,79921,79921,79921,79921,79921,79956,79956,79956,79956,79956,79956,79956,79981,79981,79981,79981,79981,79981,79981,79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-Reunion,France,-21.1151,55.5364,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,5,6,7,9,9,12,14,28,45,64,71,94,111,135,145,183,183,224,247,281,308,321,334,344,349,358,358,362,382,388,389,391,391,391,394,402,407,408,408,410,410,412,412,417,417,418,418,420,420,422,423,423,424,424,425,427,426,431,436,436,437,439,440,441,443,443,446,446,447,449,449,452,452,456,459,460,465,470,471,471,473,477,478,479,480,480,480,481,481,486,487,488,489,495,496,495,497,502,504,505,506,507,507,508,516,517,520,521,522,526,528,531,533,536,547,550,551,563,566,571,577,593,596,599,608,612,614,624,628,631,639,645,646,654,657,657,657,657,657,657,660,664,667,667,669,670,671,675,681,687,690,702,734,754,776,816,855,880,903,903,996,1075,1117,1209,1244,1292,1372,1410,1487,1557,1634,1679,1714,1796,1912,2002,2115,2222,2277,2346,2416,2510,2623,2723,2805,2872,2902,3002,3099,3194,3194,3194,3415,3415,3501,3501,3685,3685,3685,3882,3882,3993,3993,4178,4178,4178,4328,4328,4385,4385,4491,4491,4491,4624,4624,4678,4678,4776,4776,4776,4921,4921,5015,5015,5149,5149,5149,5361,5361,5472,5472,5659,5659,5659,5898,5898,6037,6037,6264,6264,6264,6572,6572,6735,6735,6881,6881,6881,7161,7161,7298,7298,7501,7501,7501,7689,7689,7836,7836,7940,7940,7940,8054,8054,8102,8102,8200,8200,8200,8200,8294,8294,8345,8345,8345,8345,8345,8534,8534,8588,8588,8704,8704,8704,8801,8801,8846,8846,8909,8909,8909,8936,8972,8972,9037,9037,9037,9037,9118,9118,9173,9173,9247,9247,9359,9359,9359,9359,9406,9443,9443,9443,9552,9552,9584,9584,9701,9701,9701,9843,9843,9904,9904,9996,9996,9996,10194,10194,10330,10330,10487,10487,10487,10487,10487,10907,10907,10907,10907,10907,10907,10907,11562,11562,11562,11562,11562,11562,11562,12416,12416,12416,12416,12416,12416,13125,13125,13125,13125,13125,13125,13125,13125,13801,13801,13801,13801,13801,13801,14631,14631,14631,14631,14631,14631,14631,15561,15561,15561,15561,15561,15561,15561,16586,16586,16586,16586,16586,16586,16586,17508,17508,17508,17508,17508,17508,18425,18425,18425,18425,18425,18425,18425,18425,19343,19343,19343,19343,19343,19343,20381,20381,20381,20381,20381,20381,20381,20381,21451,21451,21451,21451,21451,21451,21451,22644,22644,22644,22644,22644,22644,22644,23566,23566,23566,23566,23566,23566,23566,24901,24901,24901,24901,24901,24901,24901,26075,26075,26075,26075,26075,26075,26075,27235,27235,27235,27235,27235,27235,27235,28441,28441,28441,28441,28441,28441,28441,29502,29502,29502,29502,29502,29502,30583,30583,30583,30583,30583,30583,30583,31845,31845,31845,31845,31845,31845,31845,31845,33295,33295,33295,33295,33295,33295,33295,34615,34615,34615,34615,34615,34615,34615,37231,37231,37231,37231,37231,37231,40245,40245,40245,40245,40245,40245,40245,40245,43835,43835,43835,43835,43835,43835,46754,46754,46754,46754,46754,46754,46754,46754,48683,48683,48683,48683,48683,48683,48683,50346,50346,50346,50346,50346,50346,50346,51651,51651,51651,51651,51651,51651,52643,52643,52643,52643,52643,52643,52643,53241,53241,53241,53241,53241,53241,53241,53241,53241,53241,53241,53241,53241,53241,53963,53963,53963,53963,53963,53963,53963,54024,54024,54024,54024,54024,54024,54024,54024,54024,54024,54438,54438,54438,54438,54438,54668,54668,54668,54668,54668,54668,54668,54668,55125,55125,55125,55125,55125,55125,55865,55865,55865,55865,55865,55865,55865,55865,57173,57173,57173,57173,57173,57173,59048,59048,59048,59048,59048,59048,61188,61188,61188,61188,61188,61188,61188,63863,63863,63863,63863,63863,63863,63863,67237,67237,67237,67237,67237,67237,67237,67237,67237,71795,71795,71795,71795,71795,71795,76602,76602,76602,76602,76602,76602,76602,85960,85960,85960,85960,85960,85960,85960,102216,102216,102216,102216,102216,102216,102216,102216,133617,133617,133617,133617,133617,133617,180531,180531,180531,180531,180531,180531,180531,226005,226005,226005,226005,226005,226005,226005,256787,256787,256787,256787,256787,256787,256787,278494,278494,278494,278494,278494,278494,292126,292126,292126,292126,292126,292126,292126,302162,302162,302162,302162,302162,302162,302162,310181,310181,310181,310181,310181,310181,310181,318695,318695,318695,318695,318695,318695,318695,318695,327189,327189,327189,327189,327189,327189,336945,336945,336945,336945,336945,336945,336945,347941,347941,347941,347941,347941,347941,347941,347941,360445,360445,360445,360445,360445,360445,360445,360445,360445,374295,374295,374295,374295,374295,387184,387184,387184,387184,387184,387184,398115,398115,398115,398115,398115,398115,398115,405980,405980,405980,405980,405980,405980,405980,411363,411363,411363,411363,411363,411363,411363,414615,414615,414615,414615,414615,414615,414615,414615,414615,416661,416661,416661,416661,416661,416661,416661,418585,418585,418585,418585,418585,419968,419968,419968,419968,419968,419968,419968,419968,421269,421269,421269,421269,421269,421269,422769,422769,422769,422769,422769,422769,422769,422769,422769,422769,425638,425638,425638,425638,425638,425638,425638,425638,425638,425638,429237,429237,429237,429237,429237,42923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-Saint Barthelemy,France,17.9,-62.8333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,3,3,3,1,1,1,1,1,1,1,3,3,3,3,3,3,3,3,3,3,3,3,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,8,8,8,8,9,9,9,9,9,9,9,13,13,13,13,13,13,13,13,13,16,16,16,16,16,16,16,16,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,21,21,21,21,21,23,23,23,23,23,23,23,23,45,45,45,48,48,48,48,48,48,62,62,62,62,62,62,62,62,65,65,65,65,65,67,72,72,72,72,72,72,77,77,77,83,83,83,83,83,89,89,89,89,89,90,90,90,90,90,90,90,90,109,109,109,109,109,109,127,127,127,127,127,127,127,127,127,127,127,127,152,152,152,152,152,152,152,164,164,164,164,164,164,164,172,172,172,172,172,182,182,182,182,182,182,182,189,189,189,189,189,190,190,190,190,191,191,191,191,191,191,191,224,224,224,224,224,224,224,281,281,281,281,376,376,376,376,376,376,376,376,379,379,379,379,379,379,379,379,379,425,425,425,425,425,475,475,475,475,475,475,475,475,475,533,533,533,533,612,612,612,612,612,612,612,671,671,671,671,671,671,671,671,725,725,725,725,725,725,725,776,776,776,776,776,776,776,857,857,857,857,857,857,910,910,910,910,910,910,910,928,928,928,928,928,928,928,928,954,954,954,954,954,954,954,976,976,976,976,976,976,976,988,988,988,988,988,988,994,994,994,994,994,994,994,994,1010,1010,1010,1010,1010,1010,1010,1016,1016,1016,1016,1016,1016,1016,1023,1023,1023,1023,1023,1023,1023,1029,1029,1029,1029,1029,1029,1029,1032,1032,1032,1032,1032,1032,1032,1040,1040,1040,1040,1040,1040,1040,1043,1043,1043,1043,1043,1043,1043,1046,1046,1046,1046,1046,1046,1046,1052,1052,1052,1052,1052,1052,1057,1057,1057,1057,1057,1057,1057,1065,1065,1065,1065,1065,1065,1065,1221,1335,1335,1335,1335,1335,1335,1389,1399,1399,1453,1453,1453,1453,1453,1479,1479,1532,1532,1532,1532,1553,1553,1553,1553,1553,1553,1553,1592,1592,1592,1592,1592,1592,1592,1592,1592,1593,1593,1607,1607,1607,1607,1607,1607,1613,1613,1613,1613,1613,1613,1624,1624,1624,1624,1624,1624,1624,1624,1624,1634,1634,1634,1634,1634,1634,1634,1649,1649,1649,1649,1649,1649,1649,1658,1658,1658,1658,1658,1658,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1659,1660,1660,1660,1660,1660,1661,1661,1661,1661,1661,1661,1661,1661,1661,1661,1661,1661,1661,1666,1666,1666,1666,1666,1666,1666,1666,1672,1672,1672,1672,1672,1672,1674,1674,1674,1674,1674,1674,1674,1683,1683,1683,1683,1683,1683,1683,1683,1692,1692,1692,1692,1692,1692,1725,1726,1726,1895,1895,1895,1895,1895,1955,1955,2363,2363,2363,2363,2363,2390,2390,2927,2927,2927,2927,2952,2952,2952,3282,3282,3282,3282,3282,3282,3282,3435,3435,3435,3435,3435,3435,3435,3435,3435,3435,3435,3435,3435,3435,3687,3687,3687,3687,3687,3687,3687,3735,3735,3735,3735,3735,3735,3735,3758,3758,3758,3758,3758,3758,3758,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3780,3805,3805,3805,3805,3805,3805,3805,3883,3883,3883,4150,4150,4150,4150,4150,4150,4150,4313,4313,4313,4313,4313,4313,4313,4432,4432,4432,4432,4432,4432,4432,4432,4432,4432,4432,4443,4443,4443,4544,4544,4544,4544,4544,4544,4544,4575,4575,4575,4575,4575,4575,4575,4611,4611,4611,4611,4611,4611,4611,4611,4611,4611,4611,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4630,4646,4646,4646,4646,4646,4646,4646,4671,4671,4671,4671,4671,4671,4671,4697,4697,4697,4697,4697,4697,4697,4740,4740,4740,4740,4740,4740,4740,4845,4845,4845,4845,4845,4845,4845,4954,4954,4954,4954,4954,4954,4954,5055,5055,5055,5055,5055,5055,5055,5138,5138,5138,5138,5138,5138,5138,5138,5138,5138,5138,5138,5138,5177,5208,5208,5208,5208,5208,5208,5208,5208,5208,5208,5208,5208,5208,5208,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5263,5285,5285,5285,5285,5285,5285,5285,5285,5285,5285,5285,5285,5285,5285,5302,5302,5302,5302,5302,5302,5302,5302,5302,5302,5302,5302,5302,5302,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5323,5336,5336,5336,5336,5336,5336,5336,5336,5336,5336,5336,5336,5336,5336,5348,5348,5348,5348,5348,5348,5348,5348,5348,5348,5348,5348,5348,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5382,5402,5402,5402,5402,5402,5402,5402,5418,5418,5418,5418,5418,5418,5418,5418,5418,5418,5418,5418,5418,5418,5420,5420,5420,5420,5420,5420,5420,5420,5420,5420,5420,5420,5420,5420,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5431,5439,5439,5439,5439,5439,5439,5439,5439,5439,5439,5439,5439,5439,5439,5441,5441 -Saint Pierre and Miquelon,France,46.8852,-56.3159,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,9,9,9,10,10,11,11,11,11,11,11,11,11,11,11,11,12,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,14,14,14,14,14,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,23,23,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,33,33,33,33,34,34,34,44,50,54,59,61,61,61,67,70,84,85,86,86,86,88,91,91,91,94,94,94,95,96,96,96,96,96,96,96,96,96,96,98,98,98,98,98,98,100,100,100,100,100,100,113,113,113,113,113,113,268,316,354,385,415,415,494,524,553,598,630,652,681,696,774,774,813,839,856,875,891,934,946,953,964,976,976,985,997,1002,1009,1020,1030,1033,1033,1040,1042,1047,1047,1047,1058,1063,1063,1063,1070,1070,1070,1070,1070,1087,1087,1087,1102,1102,1102,1125,1125,1220,1256,1316,1316,1316,1316,1554,1554,1693,1693,1693,1693,1693,1781,1781,1930,1930,1930,1930,1930,1930,1957,1957,2236,2236,2236,2236,2236,2236,2236,2418,2509,2509,2509,2509,2537,2537,2537,2537,2537,2537,2537,2537,2537,2641,2641,2641,2641,2641,2641,2641,2701,2701,2701,2701,2701,2701,2727,2727,2727,2727,2727,2739,2739,2739,2739,2739,2739,2739,2739,2739,2739,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2748,2762,2765,2765,2765,2765,2765,2765,2765,2765,2765,2767,2767,2767,2767,2767,2767,2767,2767,2767,2767,2767,2767,2779,2779,2779,2779,2779,2779,2779,2779,2779,2857,2857,2857,2857,2857,2970,2970,2970,2970,2970,2970,2970,2970,2970,3026,3026,3026,3026,3026,3026,3083,3083,3083,3083,3083,3083,3083,3112,3112,3112,3112,3112,3112,3112,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3131,3166,3166,3166,3166,3166,3166,3166,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3188,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3231,3233,3233,3233,3233,3233,3233,3233,3248,3248,3248,3248,3248,3248,3250,3250,3282,3282,3282,3282,3282,3282,3282,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3306,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3349,3368,3368,3368,3368,3368,3368,3368,3411,3411,3411,3411,3411,3411,3411,3411,3411,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452,3452 -St Martin,France,18.0708,-63.0501,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,3,4,4,4,8,5,8,8,11,11,12,12,12,18,18,21,22,22,24,29,31,31,31,32,32,33,33,33,35,35,35,35,37,37,37,37,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,42,42,42,42,42,42,42,42,42,42,42,42,42,43,43,43,43,43,44,44,44,44,44,44,44,44,44,44,44,44,44,46,46,46,46,46,46,46,46,49,49,49,49,53,53,53,53,53,53,53,53,53,53,53,78,78,84,84,92,92,109,109,109,121,121,121,121,176,176,176,176,198,198,198,213,213,213,213,213,239,239,239,239,239,239,239,256,256,256,256,256,330,330,330,330,330,330,330,330,367,367,367,383,383,383,383,383,383,412,412,412,412,412,412,412,412,466,466,466,466,466,501,531,531,531,531,531,531,538,538,538,542,542,542,566,566,591,591,591,591,591,604,604,604,604,604,604,604,604,655,655,655,655,655,655,690,690,690,690,690,690,690,690,690,690,690,690,744,744,744,744,744,744,744,838,838,838,838,838,838,838,899,899,899,899,899,948,948,948,948,948,948,948,986,986,986,986,986,995,995,995,995,1002,1002,1002,1002,1002,1002,1002,1046,1046,1046,1046,1046,1046,1046,1117,1117,1117,1117,1191,1191,1191,1191,1191,1191,1191,1191,1289,1289,1289,1289,1289,1289,1289,1289,1289,1377,1377,1377,1377,1377,1456,1456,1456,1456,1456,1456,1456,1456,1456,1519,1519,1519,1519,1554,1554,1554,1554,1554,1554,1554,1581,1581,1581,1581,1581,1581,1581,1581,1612,1612,1612,1612,1612,1612,1612,1633,1633,1633,1633,1633,1633,1633,1657,1657,1657,1657,1657,1657,1687,1687,1687,1687,1687,1687,1687,1703,1703,1703,1703,1703,1703,1703,1703,1710,1710,1710,1710,1710,1710,1710,1728,1728,1728,1728,1728,1728,1728,1749,1749,1749,1749,1749,1749,1777,1777,1777,1777,1777,1777,1777,1777,1839,1839,1839,1839,1839,1839,1839,1895,1895,1895,1895,1895,1895,1895,2009,2009,2009,2009,2009,2009,2009,2113,2113,2113,2113,2113,2113,2113,2228,2228,2228,2228,2228,2228,2228,2314,2314,2314,2314,2314,2314,2314,2367,2367,2367,2367,2367,2367,2367,2420,2420,2420,2420,2420,2420,2420,2472,2472,2472,2472,2472,2472,2523,2523,2523,2523,2523,2523,2523,2579,2579,2579,2579,2579,2579,2579,2641,2641,2641,2707,2707,2707,2707,2755,2755,2755,2872,2872,2872,2872,2872,2943,2943,3092,3092,3092,3092,3147,3147,3147,3147,3147,3147,3147,3356,3356,3356,3356,3356,3356,3356,3356,3356,3363,3363,3544,3544,3544,3544,3544,3544,3659,3659,3659,3659,3659,3659,3740,3740,3740,3740,3740,3740,3740,3740,3740,3795,3795,3795,3795,3795,3795,3819,3819,3819,3819,3819,3819,3819,3819,3878,3878,3878,3878,3878,3878,3888,3888,3888,3888,3888,3888,3888,3920,3920,3920,3920,3920,3920,3920,3920,3920,3941,3941,3941,3941,3941,3975,3975,3975,3975,3975,3975,3993,3993,3993,3993,3993,3993,3993,4013,4013,4013,4013,4013,4013,4013,4013,4031,4031,4031,4031,4031,4031,4040,4040,4040,4040,4040,4040,4040,4059,4059,4059,4059,4059,4059,4059,4059,4075,4075,4075,4075,4075,4075,4118,4118,4118,4250,4250,4250,4250,4250,4250,4250,5148,5148,5148,5148,5148,5351,5351,7713,7713,7713,7713,7713,7713,7713,9143,9143,9143,9143,9143,9143,9143,9439,9439,9439,9439,9439,9439,9439,9439,9439,9439,9439,9439,9439,9439,9774,9774,9774,9774,9774,9774,9774,9827,9827,9827,9827,9827,9827,9827,9877,9877,9877,9877,9877,9877,9877,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9912,9939,9939,9939,9939,9939,9939,9939,9988,9988,9988,10107,10107,10107,10107,10107,10107,10107,10176,10176,10176,10176,10176,10176,10176,10279,10279,10279,10279,10279,10279,10279,10279,10279,10279,10279,10316,10316,10316,10462,10462,10462,10462,10462,10462,10462,10537,10537,10537,10537,10537,10537,10537,10602,10602,10602,10602,10602,10602,10602,10602,10602,10602,10602,10668,10668,10668,10668,10668,10668,10668,10668,10668,10688,10688,10688,10688,10688,10688,10726,10726,10726,10726,10726,10726,10726,10800,10800,10800,10800,10800,10800,10800,10875,10875,10875,10875,10875,10875,10875,10952,10952,10952,10952,10952,10952,10952,11061,11061,11061,11061,11061,11061,11061,11224,11224,11224,11224,11224,11224,11224,11410,11410,11410,11410,11410,11410,11410,11535,11535,11535,11535,11535,11535,11535,11667,11667,11667,11667,11667,11667,11667,11667,11667,11667,11667,11667,11667,11774,11857,11857,11857,11857,11857,11857,11857,11857,11857,11857,11857,11857,11857,11857,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11941,11978,11978,11978,11978,11978,11978,11978,11978,11978,11978,11978,11978,11978,11978,11992,11992,11992,11992,11992,11992,11992,11992,11992,11992,11992,11992,11992,11992,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12026,12034,12034,12034,12034,12034,12034,12034,12034,12034,12034,12034,12034,12034,12034,12058,12058,12058,12058,12058,12058,12058,12058,12058,12058,12058,12058,12058,12104,12104,12104,12104,12104,12104,12104,12104,12104,1210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-Wallis and 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-,Holy 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-Aruba,Netherlands,12.5211,-69.9683,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,3,4,4,5,5,9,9,12,17,28,33,46,50,50,55,55,60,62,64,64,71,74,77,82,86,92,92,92,92,93,95,96,96,97,97,97,100,100,100,100,100,100,100,100,100,100,100,100,100,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,103,103,103,104,104,105,105,105,105,105,105,105,105,105,105,106,106,108,111,111,113,115,117,117,117,118,119,119,119,119,119,120,121,121,122,124,132,171,263,396,509,563,630,717,798,894,973,1048,1102,1121,1205,1296,1387,1464,1534,1568,1628,1670,1760,1848,1906,1975,1997,2006,2104,2211,2292,2358,2428,2449,2482,2589,2730,2819,2898,2994,3046,3060,3152,3328,3382,3460,3460,3551,3587,3665,3721,3756,3799,3832,3844,3872,3934,3963,3998,4038,4074,4079,4094,4108,4133,4150,4167,4188,4194,4197,4229,4255,4285,4289,4304,4322,4334,4355,4369,4389,4401,4410,4420,4422,4437,4455,4472,4494,4513,4519,4524,4538,4553,4564,4578,4589,4600,4606,4622,4631,4639,4650,4658,4662,4668,4676,4685,4693,4698,4724,4731,4737,4751,4778,4791,4808,4833,4838,4845,4872,4902,4923,4942,4957,4965,4966,4984,4996,5011,5031,5044,5049,5056,5079,5106,5124,5138,5155,5163,5176,5199,5228,5257,5268,5287,5305,5323,5373,5442,5489,5509,5532,5564,5606,5716,5811,5883,5977,6013,6042,6068,6154,6228,6296,6350,6405,6435,6451,6523,6562,6623,6656,6708,6723,6742,6768,6809,6858,6896,6944,6966,6986,7028,7083,7134,7168,7202,7223,7238,7286,7319,7338,7368,7400,7413,7438,7461,7513,7553,7599,7647,7674,7692,7735,7775,7804,7849,7876,7891,7908,7938,7973,8009,8054,8089,8110,8110,8177,8227,8272,8320,8376,8395,8421,8482,8551,8624,8664,8731,8771,8800,8902,8985,9073,9142,9214,9259,9294,9374,9443,9503,9560,9607,9638,9681,9760,9834,9896,9958,10016,10050,10076,10122,10159,10219,10264,10305,10324,10345,10399,10437,10469,10505,10522,10538,10555,10570,10585,10608,10638,10650,10650,10679,10704,10721,10721,10736,10757,10770,10781,10795,10814,10826,10838,10849,10854,10857,10869,10879,10892,10902,10915,10917,10922,10936,10951,10957,10969,10974,10978,10985,10993,11006,11018,11033,11041,11057,11059,11064,11068,11069,11072,11076,11080,11081,11084,11089,11099,11103,11106,11108,11112,11116,11118,11125,11126,11131,11131,11132,11135,11138,11140,11144,11144,11144,11144,11144,11144,11144,11169,11169,11169,11169,11180,11186,11199,11199,11223,11235,11244,11257,11272,11293,11325,11354,11382,11405,11460,11521,11584,11651,11730,11765,11807,11877,12000,12000,12262,12371,12455,12529,12636,12791,12929,13121,13279,13350,13406,13511,13511,13719,13871,13948,14003,14060,14153,14231,14318,14374,14429,14465,14508,14576,14662,14719,14764,14812,14812,14861,14913,14955,14991,15022,15057,15076,15092,15129,15155,15177,15202,15221,15249,15274,15305,15305,15351,15370,15405,15416,15432,15448,15472,15500,15514,15533,15536,15543,15560,15578,15587,15605,15626,15626,15645,15663,15663,15692,15702,15715,15720,15732,15746,15765,15779,15790,15800,15807,15815,15848,15865,15882,15901,15916,15925,15931,15937,15949,15965,15981,15997,16006,16011,16011,16039,16057,16071,16076,16083,16089,16113,16133,16149,16171,16194,16202,16210,16230,16246,16263,16291,16312,16324,16335,16354,16372,16392,16414,16432,16450,16450,16484,16505,16531,16549,16575,16593,16593,16646,16673,16716,16751,16778,16807,16848,16920,17041,17165,17324,17500,17648,17896,18350,19021,19719,20461,20982,21471,22020,23048,24210,25254,26166,26867,27392,27891,28601,29176,29694,30105,30420,30677,30976,31338,31603,31835,32056,32220,32322,32405,32524,32562,32718,32808,32900,32956,33000,33084,33146,33200,33242,33282,33302,33328,33377,33406,33436,33455,33483,33500,33513,33531,33544,33568,33585,33600,33606,33618,33631,33643,33655,33670,33676,33676,33684,33684,33684,33684,33732,33732,33732,33732,33732,33732,33732,33796,33796,33796,33796,33796,33817,33843,33843,33843,33843,33843,33843,33843,33843,33929,33929,33929,33929,33929,33966,33966,34051,34051,34051,34051,34051,34089,34089,34189,34189,34189,34189,34189,34264,34345,34345,34345,34345,34345,34345,34446,34446,34589,34589,34589,34589,34589,34693,34693,34846,34846,34846,34846,34846,34965,34965,35189,35189,35189,35189,35189,35334,35334,35693,35693,35693,35693,35693,35920,35920,36316,36316,36316,36316,36316,36564,36564,37034,37034,37034,37034,37034,37352,37352,37975,37975,37975,37975,37975,38301,38301,39057,39057,39057,39057,39057,39339,39339,39980,39980,39980,39980,39980,40179,40179,40179,40595,40595,40595,40595,40718,40718,40718,40718,40718,41000,41000,41000,41000,41448,41448,41448,41448,41448,41448,41448,41787,41787,41787,41787,41787,41787,41787,41787,41787,41787,42020,42020,42080,42080,42080,42080,42080,42080,42217,42286,42286,42286,42286,42286,42406,42406,42478,42478,42478,42478,42478,42572,42572,42638,42638,42638,42638,42638,42696,42696,42750,42750,42750,42750,42750,42792,42792,42848,42848,42848,42848,42848,42914,42914,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,42970,44145,44145,44145,44145,44145,44145,44145,44145,44145,44145,44145,44145,44145,44145,43291,43291,43291,43291,43291,43291,43291,43334,43334,43334,43334,43334,43334,43334,43379,43379,43379,43379,43379,43379,43379,43379,43423,43423,43423,43423,43423,43423,43494,43494,43494,43494,43494,43494,43494,43568,43568,43568,43568,43568,43568,43568,43641,43641,43641,43641,43641,43641,43641,43693,43693,43693,43693,43693,43693,43693,43693,43693,43693,43693,43693,43693,43693,43752,43752,43752,43752,43752,43752,43752,43752,43752,43752,43752,43752,43752,43752,43752,43860,43860,43860,43860,43860,43860,43860,43936,43936,43936,43936,43936,43936,43965,43965,43965,43965,43965,43965,43965,43993,43993,43993,43993,43993,43993,43993,43993,43993,43993,43993,43993,43993,43993,43993,44026,44026,44026,44026,44026,44026,44026,44026,44026,44026,44026,44026,44026,44026,44026,44026,44026,44026,44026,44026,44044,44044,44044,44044,44044,44044,44044,44044,44044 -"Bonaire, Sint Eustatius and Saba",Netherlands,12.1784,-68.2385,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,9,9,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,14,15,15,15,16,16,18,18,18,18,18,21,21,25,25,25,25,25,25,28,32,36,36,36,36,54,69,69,85,85,85,88,106,121,121,121,124,124,124,141,141,141,148,148,148,148,148,150,150,150,150,150,150,150,150,150,150,150,150,150,150,150,153,153,153,153,153,153,153,153,154,154,154,154,154,154,155,155,155,155,155,157,157,157,158,158,158,161,161,161,161,161,161,162,162,162,162,164,164,164,164,164,169,172,172,172,175,175,175,177,177,177,177,179,179,179,179,182,182,182,182,182,182,182,186,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,196,1556,1558,1559,1559,1560,1560,1567,1573,1577,1580,1581,1582,1583,1583,1590,1591,1594,1597,1599,1604,1605,1606,1607,1608,1609,1609,1610,1610,1610,1612,1612,1612,1613,1614,1615,1615,1615,1615,1616,1616,1616,1616,1617,1618,1619,1619,1619,1623,1627,1629,1629,1630,1632,1633,1634,1634,1635,1636,1639,1640,1640,1646,1649,1650,1651,1651,1651,1652,1652,1652,1654,1656,1658,1659,1660,1661,1661,1661,1664,1668,1672,1672,1683,1683,1690,1691,1692,1693,1693,1697,1703,1705,1707,1707,1710,1710,1710,1710,1713,1715,1720,1724,1725,1729,1737,1738,1741,1741,1754,1756,1756,1759,1765,1767,1768,1774,1776,1779,1780,1783,1785,1786,1787,1791,1791,1793,1800,1808,1819,1837,1850,1863,1885,1895,1908,1928,1932,1932,1945,1949,1956,1962,1969,1972,1974,1980,1988,1998,2003,2010,2019,2045,2068,2083,2096,2116,2126,2141,2157,2168,2184,2204,2217,2217,2235,2257,2274,2290,2306,2312,2325,2335,2341,2353,2365,2373,2379,2383,2388,2390,2402,2407,2411,2417,2432,2435,2444,2455,2455,2468,2485,2494,2501,2511,2522,2546,2584,2597,2616,2628,2633,2633,2643,2660,2679,2698,2714,2714,2763,2802,2825,2858,2869,2889,2905,2938,2970,2997,3026,3026,3040,3057,3073,3073,3109,3119,3129,3138,3138,3156,3162,3175,3179,3193,3204,3213,3218,3236,3245,3254,3272,3277,3288,3304,3336,3368,3406,3429,3488,3531,3664,3918,4081,4296,4395,4395,4651,4755,4908,5064,5325,5438,5561,5649,5716,5824,5946,6180,6280,6419,6507,6570,6685,6829,6876,6922,6957,7001,7077,7103,7123,7155,7184,7209,7237,7271,7314,7347,7367,7393,7406,7424,7444,7455,7472,7489,7508,7514,7528,7542,7552,7566,7572,7572,7572,7582,7593,7599,7610,7616,7616,7616,7622,7633,7633,7633,7633,7633,7633,7653,7739,7739,7739,7739,7739,7739,8039,8039,8039,8039,8039,8136,8150,8189,8475,8515,8540,8574,8574,8574,8851,8860,8883,8883,8992,8992,8992,9000,9341,9346,9349,9349,9349,9349,9384,9561,9591,9591,9592,9592,9592,9711,9713,9745,9745,9745,9745,9745,9745,9801,9834,9834,9834,9834,9834,9902,9902,9943,9943,9943,9943,9943,9986,9986,10018,10018,10018,10018,10018,10044,10044,10076,10076,10076,10076,10076,10091,10091,10123,10123,10123,10123,10123,10170,10170,10194,10194,10194,10194,10194,10219,10219,10249,10249,10249,10249,10249,10249,10288,10320,10320,10320,10320,10320,10320,10373,10405,10405,10405,10405,10405,10405,10478,10478,10515,10523,10523,10523,10523,10523,10555,10567,10567,10567,10567,10567,10567,10738,10738,10738,10738,10738,10738,10738,10834,10834,10834,10834,10834,10834,10834,10897,10897,10897,10897,10897,10897,10897,10999,10999,10999,10999,10999,10999,10999,11091,11091,11091,11091,11091,11091,11091,11173,11173,11173,11173,11173,11173,11173,11230,11230,11230,11230,11230,11230,11230,11279,11279,11279,11279,11279,11279,11279,11282,11306,11306,11306,11306,11306,11306,11323,11323,11323,11323,11323,11323,11323,11345,11345,11345,11345,11345,11345,11345,11366,11366,11366,11366,11366,11366,11366,11395,11395,11395,11395,11395,11395,11395,11427,11427,11427,11427,11427,11427,11427,11450,11450,11450,11450,11450,11450,11450,11467,11467,11467,11467,11467,11467,11467,11467,11490,11490,11490,11490,11490,11490,11516,11516,11516,11516,11516,11516,11516,11544,11544,11544,11544,11544,11544,11544,11555,11555,11555,11555,11555,11555,11555,11596,11596,11596,11596,11596,11596,11596,11661,11661,11661,11661,11661,11661,11661,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11716,11764,11764,11764,11764,11764,11764,11764,11776,11776,11776,11776,11776,11776,11779,11779,11779,11779,11779,11779,11779,11783,11783,11783,11783,11783,11783,11783,11794,11794,11794,11794,11794,11794,11794,11794,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11797,11804,11804,11804,11804,11804,11804,11804,11804,11804 -Curacao,Netherlands,12.1696,-68.99,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,3,3,3,3,3,3,4,6,6,6,8,8,8,11,11,11,11,11,11,11,13,13,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,17,17,18,18,18,18,18,19,19,19,20,21,21,21,21,21,21,21,22,22,22,22,22,22,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,25,25,25,25,25,25,26,26,28,28,28,28,28,28,28,29,29,29,29,29,29,29,29,29,29,29,29,29,31,31,31,31,32,32,32,32,32,33,34,36,36,36,36,37,39,39,47,49,53,55,62,62,67,68,71,75,78,78,88,92,102,107,116,131,135,145,157,161,169,192,210,228,247,268,282,291,301,315,329,337,360,364,370,392,399,411,429,452,462,476,505,532,549,571,583,585,619,645,673,698,715,744,751,759,785,804,818,837,858,873,884,907,944,958,970,987,995,1000,1021,1030,1053,1077,1097,1102,1131,1182,1215,1261,1307,1340,1374,1415,1482,1561,1620,1682,1749,1773,1827,1929,2046,2157,2258,2364,2379,2503,2658,2740,2890,3011,3136,3174,3246,3325,3404,3501,3576,3624,3661,3699,3767,3823,3881,3920,3947,3974,4006,4051,4099,4138,4140,4144,4151,4179,4230,4260,4289,4294,4317,4323,4342,4378,4405,4422,4445,4458,4464,4469,4488,4498,4505,4514,4514,4523,4527,4535,4537,4543,4543,4548,4548,4558,4567,4574,4579,4582,4585,4585,4591,4595,4597,4600,4605,4613,4613,4620,4628,4633,4643,4643,4650,4652,4655,4658,4666,4675,4681,4681,4694,4696,4705,4708,4717,4727,4730,4731,4736,4740,4751,4769,4790,4807,4813,4830,4862,4915,4960,5051,5110,5138,5238,5380,5520,5676,5839,5997,6041,6174,6424,6648,7057,7335,7558,7740,7898,8404,8834,9171,9635,9890,10066,10185,10185,10632,10909,11180,11355,11385,11430,11581,11674,11769,11837,11882,11903,11903,11983,12022,12058,12087,12119,12129,12146,12146,12181,12195,12207,12210,12213,12217,12218,12222,12228,12234,12235,12236,12236,12236,12244,12246,12249,12254,12256,12257,12262,12266,12268,12271,12271,12271,12271,12271,12271,12271,12271,12272,12272,12273,12273,12276,12277,12278,12279,12280,12281,12287,12291,12293,12293,12295,12296,12296,12304,12308,12314,12317,12318,12319,12321,12322,12327,12327,12330,12330,12332,12339,12342,12343,12345,12349,12349,12349,12350,12354,12364,12371,12380,12389,12395,12418,12453,12537,12605,12699,12775,12804,12883,12962,13038,13135,13217,13252,13300,13378,13447,13493,13567,13625,13669,13692,13757,13835,13907,13988,14055,14122,14137,14210,14333,14396,14446,14530,14570,14602,14686,14751,14802,14889,14889,14937,14974,15045,15086,15134,15170,15216,15248,15263,15299,15338,15379,15413,15452,15470,15483,15506,15550,15596,15642,15696,15713,15741,15814,15867,15925,15975,16031,16056,16086,16150,16216,16254,16303,16339,16373,16383,16428,16465,16500,16556,16592,16609,16618,16650,16684,16704,16742,16777,16787,16804,16837,16866,16885,16899,16921,16934,16936,16955,16972,16984,16998,17002,17011,17012,17027,17047,17053,17062,17072,17084,17091,17100,17111,17123,17134,17146,17156,17162,17162,17176,17187,17197,17216,17225,17234,17248,17259,17270,17282,17303,17321,17335,17348,17362,17374,17384,17390,17397,17401,17401,17426,17440,17455,17470,17485,17487,17502,17517,17540,17560,17572,17589,17598,17618,17657,17693,17720,17747,17770,17807,17901,18082,18299,18622,18884,19049,19247,19645,20199,20710,21325,22141,22551,22962,23692,24748,25988,26952,27915,28663,29069,29758,30864,30864,32892,32892,32892,33942,34368,34368,35307,35617,35878,36013,36092,36323,36594,36722,36875,36967,37085,37128,37281,37426,37526,37638,37747,37809,37854,37966,38073,38172,38267,38336,38380,38394,38465,38530,38608,38657,38695,38717,38737,38778,38828,38867,38896,38915,38933,38944,38960,39016,39082,39133,39133,39133,39133,39185,39185,39185,39459,39459,39459,39459,39459,39560,39560,39853,39853,39853,39853,39853,39853,39853,40217,40217,40217,40217,40217,40346,40346,40671,40671,40671,40671,40671,40802,40802,41153,41153,41153,41153,41153,41306,41306,41306,41652,41652,41652,41652,41729,41729,41729,41966,41966,41966,41966,42035,42035,42241,42241,42241,42241,42241,42330,42330,42330,42567,42567,42567,42567,42674,42674,43017,43017,43017,43017,43017,43149,43149,43522,43522,43522,43522,43522,43622,43622,43864,43864,43864,43864,43864,43953,43953,43953,44127,44127,44127,44127,44127,44127,44127,44127,44127,44127,44127,44314,44314,44314,44314,44314,44314,44314,44440,44440,44440,44440,44440,44440,44440,44545,44545,44545,44545,44545,44545,44545,44662,44662,44662,44662,44662,44662,44782,44782,44782,44782,44782,44782,44932,44932,44932,44932,44932,44932,44932,45063,45063,45063,45063,45063,45063,45063,45063,45127,45127,45127,45127,45127,45127,45127,45127,45209,45209,45209,45209,45209,45209,45209,45243,45243,45243,45243,45243,45243,45243,45277,45277,45277,45277,45277,45277,45277,45302,45302,45302,45302,45302,45302,45302,45318,45318,45318,45318,45318,45318,45318,45345,45345,45345,45345,45345,45345,45345,45357,45357,45357,45357,45357,45357,45357,45368,45368,45368,45368,45368,45368,45368,45390,45390,45390,45390,45390,45390,45390,45406,45406,45406,45406,45406,45406,45406,45434,45434,45434,45434,45434,45434,45434,45467,45467,45467,45467,45467,45467,45467,45489,45489,45489,45489,45489,45489,45489,45489,45507,45507,45507,45507,45507,45507,45536,45536,45536,45536,45536,45536,45536,45559,45559,45559,45559,45559,45559,45559,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986,45986 -Sint Maarten,Netherlands,18.0425,-63.0548,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,3,3,3,3,6,6,6,16,18,23,23,25,37,40,40,43,50,50,50,50,52,53,57,57,64,67,67,67,71,73,73,73,74,74,75,75,75,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,78,78,78,78,78,78,78,78,78,78,78,78,78,79,79,79,79,79,79,81,84,93,114,114,114,115,126,128,128,146,150,150,156,176,176,177,189,189,205,248,263,269,300,317,326,333,348,353,353,368,396,408,408,442,444,444,444,460,476,482,495,504,511,511,511,516,527,530,530,531,533,549,549,549,557,565,574,584,584,591,594,616,618,627,633,644,645,659,667,668,674,678,679,686,689,698,699,703,707,710,710,719,729,737,746,749,753,756,756,769,769,776,780,784,789,792,805,805,822,826,831,844,859,870,877,877,886,890,896,908,910,914,923,923,933,939,954,964,973,983,996,1007,1012,1020,1036,1041,1053,1062,1062,1066,1069,1072,1105,1120,1139,1139,1155,1161,1185,1201,1225,1232,1232,1249,1269,1276,1294,1315,1323,1328,1338,1362,1370,1385,1393,1393,1393,1411,1423,1434,1456,1458,1462,1462,1465,1504,1512,1531,1554,1554,1555,1575,1589,1607,1629,1641,1641,1656,1669,1677,1703,1708,1724,1724,1753,1758,1767,1807,1822,1847,1853,1853,1870,1885,1899,1911,1921,1928,1928,1938,1952,1972,1985,1991,1994,1998,2001,2013,2021,2027,2033,2033,2033,2042,2047,2050,2051,2053,2055,2057,2060,2061,2065,2066,2067,2070,2070,2074,2076,2077,2078,2082,2082,2082,2085,2088,2093,2093,2099,2101,2101,2104,2108,2114,2118,2118,2130,2130,2134,2134,2147,2151,2151,2151,2151,2151,2164,2174,2174,2182,2185,2185,2185,2188,2196,2199,2202,2205,2205,2207,2211,2212,2212,2214,2215,2215,2220,2220,2226,2226,2230,2230,2230,2240,2240,2243,2247,2250,2260,2260,2263,2268,2272,2272,2277,2282,2282,2292,2307,2326,2346,2356,2356,2366,2366,2386,2394,2404,2411,2411,2414,2414,2433,2433,2448,2454,2471,2479,2484,2495,2503,2511,2518,2522,2522,2532,2543,2554,2561,2564,2570,2570,2575,2582,2585,2594,2601,2601,2601,2613,2614,2618,2618,2618,2620,2620,2627,2630,2632,2633,2633,2638,2638,2641,2650,2656,2659,2659,2664,2664,2677,2687,2695,2698,2698,2707,2707,2723,2729,2743,2760,2770,2770,2770,2770,2824,2848,2891,2924,2950,2950,2950,3001,3045,3088,3128,3164,3185,3185,3227,3313,3366,3394,3394,3394,3394,3472,3520,3580,3580,3616,3641,3679,3719,3746,3775,3797,3824,3824,3849,3888,3921,3947,3947,3969,3979,3999,4021,4021,4053,4070,4070,4091,4117,4146,4161,4178,4197,4213,4213,4235,4263,4263,4283,4291,4307,4321,4342,4342,4355,4386,4395,4395,4403,4403,4420,4431,4438,4439,4444,4444,4448,4456,4467,4468,4472,4478,4478,4480,4484,4486,4488,4492,4494,4494,4498,4501,4501,4501,4509,4509,4510,4517,4517,4526,4526,4526,4532,4532,4542,4546,4548,4554,4558,4561,4561,4561,4565,4570,4573,4573,4575,4575,4584,4588,4593,4593,4594,4598,4598,4608,4613,4617,4624,4628,4628,4632,4632,4656,4662,4664,4664,4684,4684,4696,4705,4735,4748,4774,4774,4774,4838,4947,4947,5054,5197,5301,5301,5301,5708,5945,5945,6412,6412,6692,6692,6893,7384,8250,8250,8530,8530,8530,8680,8798,8897,8987,9029,9076,9076,9160,9160,9229,9229,9285,9285,9308,9338,9353,9373,9386,9396,9396,9407,9439,9449,9469,9475,9483,9483,9496,9505,9505,9511,9523,9526,9526,9533,9535,9537,9544,9546,9548,9548,9561,9569,9569,9570,9573,9573,9573,9586,9589,9599,9599,9599,9605,9621,9629,9629,9631,9633,9637,9641,9641,9641,9665,9665,9677,9682,9682,9682,9688,9698,9715,9727,9742,9758,9766,9766,9787,9803,9833,9833,9853,9861,9873,9888,9909,9909,9920,9920,9920,9920,9920,9933,9981,9981,9990,10002,10018,10018,10036,10036,10036,10036,10036,10065,10065,10065,10065,10065,10065,10065,10123,10123,10123,10123,10123,10123,10123,10123,10189,10189,10189,10189,10189,10189,10189,10279,10279,10279,10279,10279,10279,10353,10353,10353,10353,10353,10353,10353,10353,10434,10434,10434,10434,10434,10434,10508,10508,10508,10508,10508,10508,10508,10537,10537,10537,10537,10537,10537,10537,10580,10580,10580,10580,10580,10580,10580,10601,10601,10601,10601,10604,10604,10604,10604,10656,10656,10656,10656,10656,10656,10656,10708,10708,10708,10708,10708,10708,10708,10741,10741,10741,10741,10741,10741,10741,10765,10765,10765,10765,10765,10765,10765,10791,10791,10791,10791,10791,10791,10791,10809,10809,10809,10809,10809,10809,10809,10826,10826,10826,10826,10826,10826,10836,10836,10836,10836,10836,10836,10836,10836,10847,10847,10847,10847,10847,10847,10847,10855,10855,10855,10855,10855,10855,10855,10859,10859,10859,10859,10859,10859,10863,10863,10863,10863,10863,10863,10863,10865,10865,10865,10865,10865,10865,10865,10865,10876,10876,10876,10876,10876,10876,10908,10908,10908,10908,10908,10908,10908,10922,10922,10922,10922,10922,10922,10922,10922,10931,10931,10931,10931,10931,10931,10931,10931,10931,10931,10931,10931,10931,10931,10931,10943,10943,10943,10943,10943,10943,10943,10949,10949,10949,10949,10949,10949,10949,10954,10954,10954,10954,10954,10954,10964,10964,10964,10964,10964,10964,10964,10964,10964,10964,10964,10964,10964,10964,10964,10988,10988,10988,10988,10988,10988,10988,10988,10988,10988,10988,10988,10988,10998,10998,10998,10998,10998,10998,10998,10998,10998,11005,11005,11005,11005,11005,11005,11010,11010,11010,11010,11010,11010,11010,11010,11010,11010,11010,11010,11010,11010,11014,11014,11014,11014,11014,11014,11014,11014,11016,11016,11016,11016,11016,11016,11016,11016,11016,11016,11016,11016,11016,11016,11016,11016,11016,11016,11016,11016,11020,11020,11020,11020,11020,11020,11020,11020,11020 -,Netherlands,52.1326,5.2913,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,6,10,18,24,38,82,128,188,265,321,382,503,603,804,959,1135,1413,1705,2051,2460,2994,3631,4204,4749,5560,6412,7431,8603,9762,10866,11750,12595,13614,14697,15723,16627,17851,18803,19580,20549,21762,23097,24413,25587,26551,27419,28153,29214,30449,31589,32655,33405,34134,34842,35729,36535,37190,37845,38245,38416,38802,39316,39791,40236,40571,40770,41087,41319,41774,42093,42382,42627,42788,42984,43211,43481,43681,43870,43995,44141,44249,44447,44700,44888,45064,45236,45445,45578,45768,45950,46126,46257,46442,46545,46647,46733,46942,47152,47335,47574,47739,47903,48087,48251,48461,48640,48783,48948,49087,49204,49319,49426,49502,49593,49658,49722,49804,49914,50005,50074,50147,50223,50273,50335,50412,50487,50548,50621,50657,50694,50746,50798,50840,50921,51022,51093,51146,51252,51351,51454,51581,51725,51910,52073,52241,52404,52595,52732,53005,53151,53374,53621,53963,54301,54732,55098,55470,55955,56381,56982,57501,57987,58564,59194,59424,60627,61204,61840,62495,63002,63484,63973,64525,65054,65589,66097,66554,67128,67543,68114,68624,69131,69632,70140,70667,71129,71863,72464,73208,73862,74787,75584,76548,77688,78511,79781,81012,82099,83399,84778,86320,88073,90047,91934,93778,95995,98240,100597,103141,105918,108631,111626,114540,117551,120845,124097,127922,131889,135892,140471,144999,149988,155810,161781,168280,174653,181498,188876,196163,203954,211938,220052,228234,236226,244391,253134,262405,272401,281052,291254,301597,311889,319991,330255,341374,351178,359861,368147,375890,383523,390488,397730,404401,410065,414745,419412,424819,430453,436544,442458,447871,452701,457003,461612,467257,473190,479260,484648,489818,493744,498653,503123,508866,513325,518910,523478,527523,532444,538050,543924,550445,557224,564291,570437,576965,585685,594523,603603,613487,621944,628577,639746,652525,664456,676673,689705,700873,710683,721071,732570,744057,753905,762985,770400,777902,787300,796981,805164,813765,821163,827726,834064,841163,850790,858914,866235,872847,878263,883135,889221,895687,901696,906956,912554,917308,921580,927110,932884,938628,944042,948933,952950,956867,961593,966252,970602,974775,978475,981663,985224,989237,993430,997751,1001826,1005760,1007981,1009725,1012908,1017302,1021643,1025837,1029284,1032094,1034795,1038156,1042674,1047400,1051965,1056639,1060801,1064598,1068960,1073971,1079084,1084021,1088690,1092452,1096433,1101430,1105544,1110213,1115549,1120075,1123909,1128202,1133474,1138796,1144822,1151218,1157192,1162661,1167563,1173487,1179612,1186987,1194580,1201545,1207806,1213366,1220945,1228647,1236209,1245007,1252437,1259155,1264983,1272616,1280443,1287696,1295324,1302146,1307466,1313007,1319353,1327136,1334771,1342447,1350665,1357340,1364025,1369411,1378145,1387043,1395328,1403833,1410950,1417772,1426243,1435854,1445064,1453124,1461137,1467337,1472674,1481323,1488594,1496352,1502107,1507615,1516802,1524527,1531800,1538589,1546070,1553469,1560022,1565880,1571398,1577754,1583767,1589282,1593728,1598164,1600993,1606319,1610868,1615500,1619648,1622810,1626232,1628922,1631384,1634138,1637466,1641318,1644699,1647418,1649460,1651780,1654282,1657017,1659399,1661520,1663050,1664427,1665846,1667560,1669121,1670498,1671703,1672744,1673596,1674628,1675644,1676708,1677596,1678282,1678983,1679542,1680228,1680880,1681580,1682221,1682773,1683271,1683828,1684366,1685000,1685825,1686766,1687891,1689106,1690625,1692834,1696480,1701911,1708837,1719120,1728438,1736879,1744700,1755126,1766102,1777399,1788435,1798570,1807444,1814143,1821040,1827273,1833668,1838937,1843521,1847372,1851329,1854784,1859199,1862586,1865511,1867815,1869909,1872093,1874856,1878214,1881121,1883513,1885805,1887831,1889992,1892104,1894667,1897344,1899647,1901900,1904128,1906434,1909211,1911699,1913908,1916316,1918769,1921159,1923596,1926424,1929018,1931833,1934283,1936572,1938743,1941055,1943882,1946655,1949195,1951886,1954233,1956348,1958804,1961585,1963947,1966634,1968832,1968832,1972653,1974662,1977016,1979114,1981252,1983252,1984915,1986241,1987905,1989805,1991628,1993309,1994901,1996498,1997885,1999592,2001347,2003050,2004763,2006421,2008024,2009648,2011530,2013425,2016171,2018932,2021433,2023691,2026402,2029289,2033005,2036628,2040337,2044039,2047711,2051065,2054960,2059534,2064729,2070597,2076273,2082563,2087859,2093606,2100866,2108549,2115938,2123880,2132052,2139746,2147473,2156582,2166796,2177707,2189661,2201010,2212814,2224096,2236744,2253031,2269235,2283083,2295107,2314304,2334472,2355232,2378823,2399849,2421643,2442286,2465288,2488244,2511953,2534137,2555415,2577446,2599579,2621022,2643176,2661691,2684734,2706263,2728876,2751954,2772919,2790830,2808892,2828655,2846126,2863838,2880426,2894209,2906969,2920438,2936761,2952128,2966744,2980003,2992157,3001461,3014805,3028137,3040560,3053124,3065010,3076442,3085553,3101261,3116039,3132745,3148315,3165793,3180329,3198835,3223325,3247900,3282772,3310662,3343146,3371037,3400076,3432119,3465463,3500915,3532768,35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-Cook Islands,New Zealand,-21.2367,-159.7777,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,4,4,4,4,6,6,8,8,8,10,25,53,71,84,84,84,132,141,174,206,247,247,247,338,379,536,604,676,743,743,835,948,948,1060,1257,1257,1395,1576,1745,1883,1986,2118,2118,2296,2526,2715,2875,3035,3171,3171,3171,3449,3584,3688,3788,3788,3941,3941,3941,4201,4404,4490,4609,4609,4727,4727,4854,4932,4990,5031,5031,5070,5116,5200,5229,5246,5267,5267,5267,5306,5336,5367,5390,5410,5410,5410,5443,5480,5508,5508,5543,5543,5543,5543,5599,5613,5613,5636,5636,5636,5657,5675,5681,5692,5697,5697,5697,5697,5711,5712,5712,5717,5717,5717,5717,5720,5727,5727,5727,5727,5727,5758,5762,5764,5768,5768,5768,5768,5768,5774,5774,5774,5774,5774,5774,5774,5790,5790,5794,5794,5794,5794,5794,5814,5814,5827,5831,5831,5831,5831,5831,5844,5844,5847,5847,5847,5847,5892,5979,6032,6042,6042,6042,6081,6109,6122,6122,6129,6129,6129,6129,6135,6135,6209,6209,6209,6209,6240,6265,6265,6265,6265,6265,6265,6265,6265,6265,6265,6265,6265,6265,6265,6265,6265,6265,6373,6373,6373,6373,6379,6380,6381,6386,6386,6386,6386,6388,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6389,6844,6844,6844,6844,6860,6860,6926,6952,6952,6952,6959,6959,6959,6959,6988,6988,6988,6995,6995,6995,6995,6999,6999,6999,6999,6999,6999,6999,7019,7019,7019,7020,7020,7020,7020,7020,7020,7020,7020,7020,7020,7020,7020,7020,7020,7020,7020,7020,7020,7020,7020,7020,7020,7020,7020,7020,7030,7030,7030,7031,7031,7031,7031 -Niue,New 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Macedonia,41.6086,21.7453,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,3,3,3,3,7,7,7,14,14,14,18,26,35,48,67,85,115,136,148,177,201,219,241,259,285,329,354,384,430,483,555,570,599,617,663,711,760,828,854,908,974,1081,1117,1170,1207,1225,1231,1259,1300,1326,1367,1386,1399,1421,1442,1465,1494,1506,1511,1518,1526,1539,1572,1586,1622,1642,1664,1674,1694,1723,1740,1762,1792,1817,1839,1858,1898,1921,1941,1978,1999,2014,2039,2077,2129,2164,2226,2315,2391,2492,2611,2790,2915,3025,3152,3239,3364,3538,3701,3895,4057,4157,4299,4482,4664,4820,5005,5106,5196,5311,5445,5595,5758,5906,6080,6209,6334,6454,6625,6787,6932,7046,7124,7244,7406,7572,7777,7975,8111,8197,8332,8530,8623,8786,9026,9153,9249,9412,9547,9669,9797,9934,10086,10213,10315,10503,10617,10754,10891,11054,11128,11202,11289,11399,11554,11754,11839,11942,12083,12217,12357,12515,12653,12739,12840,12970,13076,13194,13308,13458,13595,13673,13799,13914,14004,14163,14293,14330,14341,14455,14600,14762,14871,14998,15090,15127,15226,15293,15414,15555,15694,15791,15827,15925,16088,16274,16417,16557,16735,16780,16867,17049,17200,17343,17483,17629,17674,17786,17977,18138,18363,18602,18790,18873,19096,19413,19777,20163,20555,20937,21113,21193,21636,22170,22607,23201,23628,23788,24196,24836,25473,25991,26394,26954,27199,27827,28697,29558,30488,31572,32436,32997,33908,35097,36372,37499,38782,39760,40275,41222,42540,43835,44898,46062,47050,47636,48613,50015,51213,52449,53631,54743,55127,56164,57451,58608,59701,60723,61543,61878,62945,63890,65231,66330,67311,67968,68332,69452,69954,70883,72044,73025,73638,73851,74732,75597,76251,77134,77949,78305,78434,79190,79815,80407,80896,81425,81721,81804,82301,82794,83329,83743,83789,84024,84129,84709,85328,85494,85594,86150,86494,86597,87117,87590,87986,88389,88749,88938,88992,89392,89463,89817,90124,90471,90654,90717,91161,91555,91891,92193,92518,92693,92753,93160,93510,93882,94196,94599,94798,94871,95347,95736,96152,96518,96872,97052,97101,97456,97803,98174,98584,99031,99285,99408,99917,100632,101214,101762,102482,102787,103020,103746,104548,105269,106110,106832,107163,107479,108350,109262,110209,111077,112107,112646,112930,113929,115222,116438,117437,118736,119378,119828,120882,122227,123491,124910,126230,126938,127240,128511,130022,131424,132740,134134,134867,135167,136426,137728,138891,140065,141157,141844,142034,143162,144111,145001,145909,146733,147094,147229,147995,148618,149221,149710,150274,150588,150672,151122,151569,152002,152367,152581,152685,152747,152814,153137,153461,153694,153891,154026,154051,154222,154372,154494,154524,154636,154698,154725,154804,154891,154937,154982,155028,155063,155067,155071,155117,155169,155217,155246,155269,155272,155304,155345,155364,155379,155407,155417,155418,155441,155469,155487,155507,155528,155536,155540,155568,155583,155593,155612,155616,155624,155627,155640,155645,155655,155663,155669,155673,155676,155682,155684,155689,155700,155706,155710,155716,155732,155741,155760,155770,155783,155797,155802,155823,155840,155866,155882,155901,155922,155931,155931,155965,155981,156017,156054,156078,156086,156124,156171,156225,156299,156380,156452,156506,156543,156707,156926,157251,157627,158025,158164,158681,159269,159908,160571,161359,162164,162457,163452,164529,165684,166741,167991,168872,169202,170412,171576,172657,173689,174667,175330,175624,176494,177399,178159,178879,179587,180045,180243,180919,181620,181875,182450,183059,183523,183705,184277,184893,185450,186010,186549,186914,187068,187622,188113,188635,189159,189551,189887,189999,190463,190915,191408,191820,191820,192478,192654,193052,193458,193846,194231,194575,194891,195002,195132,195542,195963,196376,196762,197091,197197,197669,198156,198646,199057,199539,199766,199901,200412,200856,201292,201708,202203,202552,202705,203298,203866,204416,205022,205623,206077,206233,206910,207566,207998,208467,208992,209277,209449,209971,210447,210938,211382,211831,212220,212375,212865,213306,213779,214213,214676,215009,215125,215585,215995,216328,216670,217025,217301,217400,217775,218194,218362,218723,219100,219408,219490,219843,220169,220467,220794,221095,221285,221411,221744,222064,222333,222666,222932,223211,223330,223739,224134,224507,225049,225484,225730,225972,227168,228540,230265,231436,232068,233464,234277,236241,238061,239920,241651,243284,244632,245398,247663,249704,250876,252947,254857,256281,256996,259328,261347,263206,265101,266937,268191,268901,270897,272437,274144,275637,277137,278182,278872,280594,282147,283547,284875,286096,287016,287481,288750,289797,290915,291820,292660,293328,293559,294407,295082,295712,296229,296703,297081,297262,297738,298195,298661,299049,299419,299642,299766,300106,300398,300714,301016,301293,301491,301583,301895,302224,302548,302867,303140,303354,303418,303728,304047,304326,304648,304878,305066,305114,305423,305717,305979,306178,306474,306670,306711,306947,307142,307344,307507,307654,307796,307817,307967,308152,308294,308390,308516,308605,308620,308752,308878,308964,309062,3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-,Saint Kitts and Nevis,17.357822,-62.782998,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,7,8,8,9,9,9,10,10,11,11,11,12,12,12,12,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,20,20,22,22,22,22,22,22,22,22,22,22,22,25,25,25,25,25,26,27,27,27,28,28,28,28,30,30,30,30,30,30,30,30,30,32,32,32,32,32,32,33,33,33,33,33,33,34,34,34,34,34,34,34,34,34,34,35,35,35,35,35,35,35,35,37,37,37,37,37,37,38,39,39,39,40,40,40,40,40,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,42,42,43,43,43,43,43,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,46,46,46,50,60,60,60,64,68,68,68,68,73,73,75,78,83,83,83,83,83,83,83,155,155,155,209,244,279,304,330,341,350,377,396,425,425,428,429,439,443,446,457,476,490,492,492,515,517,519,520,525,530,538,540,544,544,548,550,550,554,557,557,560,563,564,565,573,578,582,582,589,593,594,594,600,600,600,603,611,614,620,620,630,630,636,642,655,655,681,708,742,773,792,823,823,883,929,955,995,1024,1053,1053,1091,1121,1148,1148,1148,1148,1230,1279,1310,1352,1352,1439,1464,1476,1510,1556,1589,1589,1632,1632,1680,1680,1718,1762,1762,1800,1835,1872,1891,1891,1918,1965,1994,1994,2037,2073,2246,2294,2320,2361,2361,2412,2435,2466,2511,2525,2546,2550,2556,2574,2589,2591,2619,2623,2625,2637,2637,2657,2664,2668,2669,2669,2675,2686,2696,2701,2708,2708,2717,2717,2717,2730,2735,2736,2745,2749,2749,2753,2756,2764,2764,2764,2766,2767,2774,2774,2774,2777,2779,2782,2782,2786,2786,2787,2789,2789,2790,2790,2791,2791,2792,2795,2796,2796,2796,2796,2797,2798,2801,2801,2801,2808,2809,2815,2815,2822,2836,2843,2848,2877,2918,2918,2999,3043,3193,3252,3333,3489,3666,3904,4056,4145,4216,4339,4484,4645,4645,4882,4933,4968,5026,5065,5141,5190,5230,5254,5254,5254,5331,5368,5393,5419,5422,5422,5446,5453,5467,5469,5475,5475,5484,5488,5492,5495,5497,5498,5499,5505,5508,5511,5511,5518,5523,5523,5523,5523,5524,5525,5526,5530,5530,5530,5530,5530,5531,5533,5536,5536,5536,5537,5537,5538,5538,5540,5540,5541,5541,5541,5544,5544,5544,5548,5548,5548,5548,5548,5548,5548,5548,5549,5549,5549,5549,5549,5549,5549,5549,5550,5551,5551,5552,5553,5553,5554,5554,5554,5555,5555,5557,5559,5559,5561,5561,5561,5561,5561,5561,5562,5562,5562,5562,5562,5562,5566,5566,5566,5570,5570,5583,5587,5587,5591,5595,5596,5600,5602,5605,5605,5610,5622,5626,5643,5654,5669,5669,5671,5688,5697,5701,5707,5707,5719,5719,5729,5746,5757,5782,5798,5805,5809,5811,5821,5824,5824,5824,5851,5852,5873,5873,5890,5899,5899,5910,5913,5913,5924,5941,5941,5941,5941,5965,5992,6022,6065,6102,6157,6157,6157,6193,6228,6254,6266,6293,6293,6308,6332,6332,6355,6367,6367,6377,6383,6399,6399,6413,6422,6422,6422,6430,6435,6442,6453,6453,6453,6462,6462,6464,6467,6470,6470,6477,6477,6477,6477,6485,6485,6485,6485,6492,6492,6493,6493,6493,6495,6495,6495,6495,6499,6501,6507,6508,6509,6509,6509,6511,6512,6515,6517,6517,6517,6517,6524,6524,6524,6524,6524,6524,6532,6532,6536,6541,6541,6541,6541,6541,6541,6543,6543,6543,6543,6543,6543,6543,6543,6544,6544,6544,6544,6544,6545,6545,6545,6545,6545,6545,6545,6546,6546,6546,6547,6547,6547,6547,6547,6547,6548,6548,6548,6548,6548,6548,6548,6548,6548,6548,6548,6548,6548,6548,6549,6549,6549,6549,6549,6549,6549,6551,6552,6552,6552,6552,6552,6552,6552,6552,6552,6552,6552,6552,6554,6556,6556,6556,6556,6556,6556,6556,6556,6556,6556,6556,6556,6559,6559,6559,6559,6559,6559,6559,6559,6559,6559,6560,6560,6560,6560,6560,6560,6560,6562,6562,6562,6562,6562,6562,6562,6562,6562,6562,6562,6562,6562,6571,6571,6571,6571,6571,6573,6574,6578,6578,6578,6578,6581,6581,6584,6585,6585,6585,6585,6585,6586,6588,6590,6591,6591,6591,6592,6592,6592,6592,6592,6592,6592,6592,6592,6592,6592,6592,6593,6593,6594,6595,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6596,6597,6597,6597,6597,6597,6597,6597 -,Saint Lucia,13.9094,-60.9789,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,2,3,3,3,3,3,3,9,9,13,13,13,13,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,17,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,22,22,22,22,22,22,22,22,22,22,22,22,22,23,23,23,23,23,23,23,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,28,28,29,29,29,29,31,31,32,33,33,36,36,38,42,48,52,54,63,65,67,76,78,78,84,84,97,105,106,110,123,131,141,148,148,148,156,160,162,171,178,183,203,203,204,220,223,226,235,238,246,252,257,259,259,261,262,262,265,265,270,270,270,270,274,274,275,278,278,278,279,280,282,287,287,303,305,305,305,305,305,331,331,340,353,353,353,353,360,380,382,383,395,438,438,462,490,502,543,576,611,611,621,656,713,718,755,770,810,886,921,969,1029,1195,1195,1195,1411,1470,1479,1556,1556,1813,1813,2027,2027,2027,2415,2487,2487,2519,2519,2549,2576,2620,2620,2860,3078,3135,3142,3149,3149,3356,3356,3390,3390,3779,3803,3814,3814,3843,3866,3871,3902,3941,3966,3989,3989,4031,4053,4069,4083,4097,4113,4113,4121,4132,4149,4161,4172,4191,4191,4191,4202,4228,4238,4245,4265,4273,4273,4273,4297,4304,4312,4329,4347,4348,4355,4355,4355,4355,4398,4401,4401,4419,4419,4444,4455,4455,4463,4486,4502,4508,4508,4534,4552,4560,4560,4560,4573,4585,4607,4607,4654,4654,4690,4700,4725,4725,4788,4818,4818,4818,4871,4906,4923,4935,4935,4945,4945,4968,4980,5002,5035,5035,5053,5067,5072,5072,5102,5108,5108,5133,5138,5148,5156,5160,5168,5179,5179,5180,5186,5188,5188,5206,5211,5216,5218,5227,5238,5238,5262,5269,5278,5284,5292,5296,5302,5302,5302,5326,5326,5352,5363,5374,5380,5399,5399,5416,5430,5439,5455,5462,5470,5480,5481,5484,5496,5496,5516,5516,5520,5529,5529,5537,5567,5581,5610,5610,5632,5652,5671,5688,5713,5779,5837,5913,5949,5982,6112,6194,6287,6366,6475,6475,6578,6857,6955,6955,7111,7232,7232,7536,7713,7713,8050,8111,8155,8219,8322,8542,8887,9025,9149,9191,9258,9327,9403,9403,9527,9823,9823,9971,10082,10217,10344,10399,10520,10605,10624,10727,10852,10961,11053,11144,11231,11320,11459,11459,11573,11636,11693,11693,11709,11727,11833,11942,11970,11970,12017,12054,12095,12129,12129,12206,12228,12234,12280,12313,12331,12385,12411,12426,12433,12465,12486,12517,12536,12559,12559,12573,12586,12610,12645,12673,12688,12688,12748,12748,12757,12785,12808,12827,12835,12837,12844,12851,12872,12894,12894,12904,12909,12909,12927,12927,12954,12954,12977,12989,13000,13017,13017,13027,13027,13034,13048,13052,13067,13067,13086,13086,13086,13098,13105,13115,13127,13136,13136,13149,13166,13177,13209,13225,13248,13275,13302,13319,13357,13410,13473,13570,13640,13732,13816,13881,13974,14232,14414,14654,14874,15101,15372,15937,16505,16969,16969,17250,17531,17666,17871,18322,18746,19468,19680,19755,19967,20192,20417,20417,20798,20909,20942,20942,21081,21399,21399,21513,21513,21535,21768,21831,21873,21932,21932,22048,22121,22177,22269,22426,22468,22468,22468,22545,22568,22594,22627,22649,22649,22667,22694,22712,22729,22733,22733,22733,22779,22795,22808,22811,22822,22833,22833,22847,22853,22856,22862,22870,22878,22878,22884,22891,22892,22905,22907,22919,22919,22929,22941,22947,22953,22953,22959,22959,22964,22965,22977,22991,22998,23010,23029,23037,23045,23045,23045,23050,23050,23094,23094,23094,23111,23161,23161,23201,23239,23239,23285,23285,23285,23361,23394,23394,23394,23459,23482,23538,23612,23635,23635,23723,23778,23798,23978,23978,24164,24164,24267,24396,24514,24655,24780,24873,24873,24957,25054,25132,25315,25315,25538,25538,25593,25593,25593,25777,25877,25999,26092,26092,26206,26234,26250,26316,26453,26453,26538,26584,26629,26688,26704,26704,26722,26722,26763,26780,26816,26816,26885,26911,26937,26970,26984,27022,27022,27049,27094,27094,27094,27133,27133,27204,27252,27252,27252,27337,27337,27408,27408,27464,27464,27464,27464,27533,27533,27559,27654,27654,27654,27755,27755,27755,27843,27843,27966,27966,27966,27966,27966,28062,28161,28161,28161,28161,28233,28233,28233,28341,28341,28341,28341,28341,28379,28461,28542,28542,28542,28621,28621,28621,28621,28689,28689,28689,28689,28775,28775,28775,28832,28894,28894,28894,28894,28894,28894,28894,28894,28894,28894,28894,28959,28959,28959,28959,28959,28959,28959,28959,28959,28959,28959,29408,29408,29408,29408,29408,29408,29408,29408,29408,29517,29517,29517,29517,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29550,29636,29636,29639,29639,29639,29639,29639,29654,29654,29654,29654,29654,29654,29654,29654,29654,29654,29676,29676,29676,29676,29676,29676,29692,29692,29692,29692,29692,29692,29692,29692,29692,29692,29692,29692,29711,29711,29711,29711,29711,29711,29711,29723,29723,2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-,Saint Vincent and the Grenadines,12.9843,-61.2872,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,3,7,7,7,8,8,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,14,14,14,15,15,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,18,18,18,18,18,18,18,18,25,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,27,27,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,35,35,35,35,35,35,38,44,50,50,52,52,52,52,52,52,52,52,52,54,54,55,55,55,56,56,56,56,57,57,57,57,57,57,57,57,58,58,58,58,58,58,58,58,58,58,60,60,60,60,60,61,61,61,61,61,61,62,62,62,62,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,65,67,67,67,68,68,68,73,73,73,73,74,74,74,74,74,75,75,75,75,76,76,76,76,76,76,77,77,78,78,78,78,83,83,84,84,84,84,84,84,84,84,85,85,85,85,85,85,87,87,87,87,87,87,90,91,94,94,98,98,98,100,100,100,100,104,104,107,108,108,108,109,109,109,113,115,121,121,122,124,124,133,149,149,149,225,249,249,284,284,340,450,450,478,494,602,602,690,690,720,738,746,746,827,827,896,896,901,901,1059,1059,1067,1170,1202,1269,1283,1283,1340,1370,1370,1418,1418,1453,1457,1462,1462,1494,1498,1503,1503,1511,1519,1519,1519,1556,1556,1628,1628,1645,1645,1645,1645,1663,1663,1663,1670,1674,1674,1680,1680,1680,1681,1681,1684,1692,1696,1696,1696,1696,1703,1715,1721,1723,1738,1739,1739,1748,1750,1754,1755,1758,1764,1765,1766,1774,1789,1790,1792,1806,1806,1812,1818,1819,1819,1819,1819,1819,1827,1827,1827,1830,1830,1839,1844,1850,1855,1864,1864,1882,1882,1882,1882,1889,1895,1912,1912,1922,1922,1926,1928,1932,1932,1937,1937,1940,1949,1954,1962,1973,1973,1978,1989,2006,2006,2014,2027,2027,2035,2044,2044,2044,2065,2068,2076,2076,2092,2092,2132,2132,2147,2156,2156,2158,2172,2178,2183,2192,2195,2196,2207,2207,2216,2216,2218,2219,2219,2225,2225,2227,2229,2229,2233,2238,2240,2240,2240,2241,2241,2242,2245,2245,2249,2258,2258,2260,2260,2263,2263,2266,2271,2271,2271,2271,2271,2280,2288,2288,2291,2291,2291,2297,2297,2298,2298,2298,2298,2299,2299,2301,2306,2307,2308,2308,2314,2314,2320,2320,2320,2320,2320,2320,2320,2321,2321,2321,2326,2331,2331,2336,2336,2348,2355,2358,2361,2371,2379,2385,2389,2391,2421,2446,2446,2487,2521,2559,2613,2613,2728,2791,2830,2848,2964,3071,3158,3247,3338,3359,3369,3423,3508,3563,3563,3676,3776,3838,3866,3965,3965,3965,4096,4096,4096,4096,4096,4096,4418,4623,4627,4637,4729,4786,4814,4814,4850,4860,4860,4905,4941,4951,4951,4995,4995,5012,5050,5073,5092,5092,5092,5123,5123,5167,5204,5257,5270,5270,5326,5326,5326,5359,5378,5391,5391,5414,5414,5446,5469,5500,5500,5500,5525,5525,5562,5579,5579,5579,5623,5623,5645,5645,5645,5692,5692,5722,5722,5723,5723,5723,5758,5758,5758,5758,5784,5810,5810,5828,5828,5828,5828,5843,5850,5850,5850,5850,5952,5991,5991,6039,6247,6247,6247,6247,6247,6562,6562,6575,6581,6581,6581,6599,6604,6604,6615,6615,6615,6615,6660,6662,9385,9447,9447,9447,9447,7903,7929,7939,7939,8035,8035,8035,8114,8134,8144,8144,8144,8144,8144,8246,8248,8248,8278,8278,8278,8278,8278,8297,8301,8303,8305,8305,8305,8309,8311,8311,8313,8316,8316,8316,8320,8321,8321,8321,8323,8323,8323,8323,8323,8326,8326,8326,8326,8326,8329,8330,8330,8330,8332,8332,8332,8333,8335,8335,8335,8335,8335,8335,8335,8338,8338,8339,8339,8339,8339,8342,8344,8344,8348,8348,8348,8348,8348,8352,8355,8378,8383,8383,8383,8394,8404,8406,8413,8419,8419,8419,8419,8425,8425,8428,8439,8439,8439,8450,8472,8479,8484,8494,8494,8494,8500,8527,8527,8570,8591,8591,8591,8591,8626,8641,8657,8670,8670,8670,8670,8670,8717,8741,8762,8762,8762,8762,8807,8807,8807,8883,8883,8883,8883,8916,8929,8936,8956,8956,8956,8956,8995,9000,9008,9026,9026,9026,9026,9038,9045,9051,9058,9058,9058,9058,9060,9075,9076,9083,9083,9083,9083,9127,9162,9183,9183,9183,9183,9183,9240,9240,9267,9282,9282,9282,9282,9321,9330,9330,9354,9354,9354,9354,9370,9370,9378,9390,9390,9390,9390,9396,9396,9396,9404,9404,9404,9404,9405,9405,9412,9412,9412,9412,9412,9414,9415,9415,9420,9420,9420,9420,9428,9428,9429,9430,9430,9430,9430,9430,9430,9430,9430,9430,9430,9446,9446,9446,9446,9446,9446,9446,9446,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9448,9450,9450,9450,9450,9450,9452,9452,9452,9452,9452,9452,9452,9457,9457,9457,9457,9457,9457,9457,9459,9459,9459,9459,9459,9459,9459,9459,9459,9459,9459,9459,9459,9462,9462,9462,9462,9462,9462,9462,9462,9462,9462,9462,9462,9462,9462,9468,9474,9474,9474,9474,9474,9474,9474,9474,9474,9482,9482,9482,9500,9500,9500,9500,9500,9500,9500,9500,9521,9521,9521,9521,9521,9521,9521,9521,9521,9538,9538,9538,9538,9538,9538,9538,9552,9552,9552,9552,9552,9552,9563,9563,9563,9563,9563,9563,9563,9572,9572,9572,9572,9572,9572,9581,9581,9581,9581,9581,9581,9581,9585,9585,9585,9585,9585,9585,9585,9587,9587,9587,9587,9587,9587,9587,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589,9589 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-,San 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-,Sao Tome and Principe,0.1864,6.6131,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,8,8,14,16,16,16,23,174,174,187,208,208,208,208,208,220,235,235,235,235,246,251,251,251,251,251,251,299,441,443,458,463,479,483,484,484,484,485,499,499,513,513,514,611,632,639,659,661,662,671,683,688,693,698,698,702,707,710,711,712,713,713,713,714,715,717,719,719,720,721,724,724,726,727,727,729,732,732,737,740,741,743,746,746,746,747,749,860,862,863,865,867,868,870,871,874,874,874,875,878,878,878,878,878,878,881,882,883,885,885,885,885,885,885,888,891,892,892,892,892,892,894,895,895,896,896,896,896,897,897,898,898,898,898,898,901,906,906,906,906,907,907,907,908,908,908,908,908,908,910,911,911,911,911,911,911,911,911,913,913,913,914,914,921,922,922,929,929,929,929,929,932,932,933,933,933,935,935,938,940,940,941,941,943,944,945,945,949,949,954,958,958,960,962,962,962,962,962,963,963,964,965,965,967,967,974,974,979,979,981,981,982,985,985,989,989,991,996,997,997,999,999,999,1002,1005,1005,1009,1009,1009,1009,1010,1010,1010,1011,1011,1012,1012,1012,1012,1012,1012,1014,1014,1014,1014,1014,1014,1014,1022,1024,1024,1024,1024,1025,1035,1054,1066,1066,1066,1090,1105,1119,1125,1130,1142,1142,1151,1170,1171,1182,1188,1188,1189,1210,1221,1232,1245,1256,1257,1259,1283,1287,1298,1346,1351,1351,1355,1385,1430,1431,1478,1482,1482,1482,1520,1535,1548,1578,1578,1610,1628,1655,1672,1719,1745,1786,1786,1828,1840,1881,1898,1923,1944,1950,1961,1977,2010,2035,2057,2078,2078,2084,2085,2107,2114,2123,2142,2145,2157,2159,2174,2177,2196,2210,2212,2215,2221,2223,2232,2236,2240,2240,2244,2248,2255,2255,2261,2263,2266,2267,2268,2269,2271,2272,2275,2275,2275,2283,2288,2292,2292,2297,2298,2299,2299,2301,2301,2302,2302,2310,2310,2311,2314,2317,2317,2318,2318,2318,2320,2320,2320,2324,2327,2327,2330,2332,2333,2334,2335,2338,2338,2338,2338,2338,2338,2344,2345,2345,2345,2345,2347,2349,2353,2353,2353,2353,2353,2354,2355,2356,2357,2358,2358,2358,2358,2358,2360,2362,2362,2362,2363,2363,2364,2365,2365,2365,2365,2366,2366,2369,2369,2376,2376,2377,2383,2386,2386,2387,2392,2392,2392,2392,2395,2400,2406,2410,2410,2410,2410,2417,2417,2420,2424,2424,2424,2424,2432,2432,2446,2454,2454,2454,2457,2463,2465,2468,2470,2470,2475,2476,2478,2480,2482,2488,2488,2489,2492,2496,2502,2517,2524,2524,2524,2546,2555,2570,2579,2590,2590,2593,2608,2627,2634,2657,2683,2683,2692,2697,2709,2738,2787,2814,2816,2825,2877,2893,2984,3025,3040,3043,3097,3115,3192,3217,3295,3338,3344,3349,3408,3453,3459,3504,3531,3535,3536,3564,3584,3600,3613,3626,3628,3629,3639,3649,3659,3670,3675,3677,3677,3685,3687,3689,3691,3697,3697,3697,3705,3705,3705,3710,3712,3714,3714,3715,3715,3718,3720,3721,3729,3729,3730,3730,3730,3730,3730,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3731,3732,3732,3732,3733,3733,3733,3733,3733,3733,3733,3733,3733,3733,3733,3735,3735,3735,3735,3735,3736,3737,3741,3744,3755,3758,3759,3790,3819,3877,3897,3903,3912,3945,4010,4034,4151,4416,4735,4892,4916,5052,5235,5404,5458,5495,5525,5569,5634,5651,5785,5798,5816,5832,5836,5849,5856,5867,5873,5883,5885,5890,5899,5903,5907,5908,5911,5912,5912,5912,5913,5916,5919,5920,5920,5920,5920,5922,5922,5924,5925,5926,5930,5930,5932,5932,5933,5933,5934,5934,5934,5934,5934,5939,5939,5939,5939,5939,5939,5939,5939,5939,5939,5936,5937,5938,5938,5938,5940,5941,5941,5943,5943,5943,5944,5945,5945,5945,5945,5945,5945,5945,5945,5945,5948,5948,5948,5948,5948,5948,5948,5948,5948,5948,5948,5948,5948,5948,5953,5953,5953,5953,5953,5953,5953,5957,5957,5957,5957,5957,5957,5957,5964,5964,5964,5964,5964,5964,5964,5970,5970,5970,5970,5970,5970,5970,5973,5973,5973,5973,5973,5973,5973,5982,5982,5982,5982,5982,5982,5982,5991,5991,5991,5991,5991,5991,5991,6003,6003,6003,6003,6003,6003,6003,6010,6010,6010,6010,6010,6010,6010,6023,6023,6023,6023,6023,6023,6023,6043,6043,6043,6043,6043,6043,6043,6064,6064,6064,6064,6064,6064,6064,6064,6079,6079,6079,6079,6079,6079,6087,6087,6087,6087,6087,6087,6087,6087,6100,6100,6100,6100,6100,6100,6115,6115,6115,6115,6115,6115,6115,6115,6120,6120,6120,6120,6120,6120,6123,6123,6123,6123,6123,6123,6123,6136,6136,6136,6136,6136,6136,6136,6153,6153,6153,6153,6153,6153,6153,6177,6177,6177,6177,6177,6177,6177,6193,6193,6193,6193,6193,6193,6193,6193,6209,6209,6209,6209,6209,6209,6230,6230,6230,6230,6230,6230,6230,6230,6230,6236,6236,6236,6236,6236,6252,6252,6252,6252,6252,6252,6252,6252,6263,6263,6263,6263,6263,6263,6263,6263,6266,6266,6266,6266,6266,6266,6270,6270,6270,6270,6270,6270,6270,6275,6275,6275,6275,6275,6275,6275,6275,6275,6275,6275,6275,6275,6275,6278,6278,6278,6278,6278,6278,6278,6278,6278,6278,6278,6278,6278,6278,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6279,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6280,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281,6281 -,Saudi Arabia,23.885942,45.079162,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,5,5,5,11,15,20,21,45,86,103,103,118,171,171,274,344,392,511,562,767,900,1012,1104,1203,1299,1453,1563,1720,1885,2039,2179,2402,2605,2795,2932,3287,3651,4033,4462,4934,5369,5862,6380,7142,8274,9362,10484,11631,12772,13930,15102,16299,17522,18811,20077,21402,22753,24097,25459,27011,28656,30251,31938,33731,35432,37136,39048,41014,42925,44830,46869,49176,52016,54752,57345,59854,62545,65077,67719,70161,72560,74795,76726,78541,80185,81766,83384,85261,87142,89011,91182,93157,95748,98869,101914,105283,108571,112288,116021,119942,123308,127541,132048,136315,141234,145991,150292,154233,157612,161005,164144,167267,170639,174577,178504,182493,186436,190823,194225,197608,201801,205929,209509,213716,217108,220144,223327,226486,229480,232259,235111,237803,240474,243238,245851,248416,250920,253349,255825,258156,260394,262772,264973,266941,268934,270831,272590,274219,275905,277478,278835,280093,281456,282824,284226,285793,287262,288690,289947,291468,293037,294519,295902,297315,298542,299914,301323,302686,303973,305186,306370,307479,308654,309768,310836,311855,312924,313911,314821,315772,316670,317486,318319,319141,319932,320688,321456,322237,323012,323720,324407,325050,325651,326258,326930,327551,328144,328720,329271,329754,330246,330798,331359,331857,332329,332790,333193,333648,334187,334605,335097,335578,335997,336387,336766,337243,337711,338132,338539,338944,339267,339615,340089,340590,341062,341495,341854,342202,342583,342968,343373,343774,344157,344552,344875,345232,345631,346047,346482,346880,347282,347656,348037,348510,348936,349386,349822,350229,350592,350984,351455,351849,352160,352601,352950,353255,353556,353918,354208,354527,354813,355034,355258,355489,355741,356067,356389,356691,356911,357128,357360,357623,357872,358102,358336,358526,358713,358922,359115,359274,359415,359583,359749,359888,360013,360155,360335,360516,360690,360848,361010,361178,361359,361536,361725,361903,362066,362220,362339,362488,362601,362741,362878,362979,363061,363155,363259,363377,363485,363582,363692,363809,363949,364096,364271,364440,364613,364753,364929,365099,365325,365563,365775,365988,366185,366371,366584,366807,367023,367276,367543,367813,368074,368329,368639,368945,369248,369575,369961,370278,370634,370987,371356,371720,372073,372410,372732,373046,373368,373702,374029,374366,374691,375006,375333,375668,376021,376377,376723,377061,377383,377700,378002,378333,378708,379092,379474,379831,380182,380572,380958,381348,381708,382059,382407,382752,383106,383499,383880,384271,384653,385020,385424,385834,386300,386782,387292,387794,388325,388866,389422,390007,390597,391325,392009,392682,393377,394169,394952,395854,396758,397636,398435,399277,400228,401157,402142,403106,404054,404970,405940,407010,408038,409093,410191,411263,412216,413174,414219,415281,416307,417363,418411,419348,420301,421300,422316,423406,424445,425442,426384,427370,428369,429389,430505,431432,432269,433094,433980,435027,436239,437569,438705,439847,440914,442071,443460,444780,445963,447178,448284,449191,450436,451687,452956,454217,455418,456562,457546,458707,459968,461242,461242,463703,464780,465797,466906,468175,469414,470723,471959,473112,474191,475403,476882,478135,479390,480702,482003,483221,484539,486106,487592,489126,490464,491612,492785,494032,495309,496516,497773,498906,500083,501195,502439,503734,504960,506125,507423,508521,509576,510869,512142,513284,514446,515693,516949,518143,519395,520774,522108,522108,522108,525730,526814,526814,526814,526814,526814,531935,531935,531935,531935,531935,531935,531935,537374,537374,537374,539129,539129,539129,540244,540244,541201,541201,541994,541994,541994,541994,543318,543318,543318,543318,543318,543318,543318,543318,543318,545243,545243,545505,545505,545727,545829,545829,545829,545829,545829,545829,546336,546411,546411,546411,546612,546681,546735,546735,546735,546882,546926,546985,547035,547035,547134,547134,547134,547134,547134,547357,547402,547449,547497,547532,547591,547649,547704,547761,547797,547845,547890,547931,547969,548018,548065,548111,548162,548205,548252,548303,548368,548423,548474,548530,548571,548617,548666,548711,548760,548805,548848,548890,548930,548973,549022,549060,549103,549148,549192,549222,549260,549297,549339,549377,549412,549443,549479,549518,549556,549590,549618,549642,549671,549695,549720,549752,549786,549810,549848,549877,549912,549955,549997,550043,550088,550136,550189,550240,550304,550369,550457,550542,550622,550738,550842,550988,551210,551462,551749,552081,552406,552795,553319,553921,554665,555417,556236,557082,558106,559852,562437,565482,568650,572225,575293,578753,583531,588183,593545,599044,604672,609953,615430,620935,626808,632736,638327,643211,647819,652354,657192,661733,666259,670997,675471,679384,683053,687264,691125,695217,699069,702624,705637,708897,712644,715974,719136,722002,724525,726251,728387,730614,732596,734389,735958,737334,738331,739344,740396,741237,741864,742541,743205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-,Sierra Leone,8.460555,-11.779889,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,4,6,6,6,7,7,8,8,10,10,11,13,15,26,30,35,43,50,61,64,82,82,93,93,104,104,124,136,155,166,178,199,225,231,257,291,307,338,338,387,408,447,462,505,519,534,570,585,606,621,707,735,754,782,812,829,852,861,865,896,909,914,929,946,969,1001,1025,1062,1085,1103,1132,1169,1176,1225,1249,1272,1298,1309,1327,1340,1347,1354,1354,1394,1410,1427,1450,1462,1498,1518,1524,1533,1542,1547,1572,1584,1598,1613,1618,1635,1642,1651,1668,1678,1688,1701,1711,1711,1727,1731,1752,1765,1768,1783,1783,1786,1803,1818,1823,1823,1843,1848,1855,1860,1877,1887,1895,1916,1917,1932,1937,1940,1947,1954,1956,1956,1959,1961,1969,1972,1980,1992,1997,2001,2003,2013,2013,2019,2022,2022,2028,2029,2035,2041,2041,2054,2055,2064,2067,2069,2087,2096,2109,2111,2126,2133,2133,2153,2159,2168,2168,2174,2183,2188,2199,2208,2215,2215,2222,2231,2238,2252,2259,2269,2269,2277,2287,2293,2295,2300,2306,2306,2309,2315,2323,2325,2327,2330,2331,2336,2337,2340,2343,2345,2346,2346,2350,2354,2362,2365,2366,2366,2366,2368,2369,2371,2373,2381,2381,2385,2386,2386,2387,2389,2391,2391,2391,2392,2397,2397,2399,2405,2405,2406,2406,2408,2409,2410,2410,2411,2412,2413,2416,2416,2420,2420,2426,2428,2428,2434,2435,2438,2440,2440,2445,2451,2460,2464,2486,2497,2509,2509,2518,2524,2531,2549,2549,2560,2560,2569,2583,2611,2635,2646,2673,2673,2724,2739,2757,2782,2803,2834,2846,2864,2887,2933,2959,2970,3006,3014,3030,3030,3081,3093,3120,3139,3173,3194,3236,3282,3382,3528,3593,3634,3660,3699,3728,3759,3772,3785,3789,3801,3803,3813,3817,3821,3821,3823,3825,3825,3829,3841,3849,3855,3857,3862,3880,3884,3884,3887,3887,3887,3889,3900,3900,3909,3918,3920,3921,3922,3928,3932,3934,3937,3937,3938,3939,3942,3947,3947,3948,3948,3948,3949,3953,3953,3962,3962,3970,3970,3970,3980,3981,3987,3987,3988,3989,3990,3993,3993,3995,3995,4005,4008,4009,4013,4016,4016,4020,4028,4038,4041,4042,4044,4044,4044,4044,4046,4046,4049,4053,4054,4057,4062,4062,4068,4068,4068,4068,4068,4068,4089,4089,4089,4096,4103,4103,4107,4107,4107,4107,4115,4115,4121,4121,4121,4121,4121,4133,4140,4141,4147,4147,4148,4156,4162,4168,4188,4201,4208,4219,4251,4289,4312,4349,4388,4433,4449,4505,4553,4631,4702,4816,4879,4963,4963,5155,5253,5306,5381,5443,5495,5575,5652,5702,5748,5793,5811,5836,5867,5887,5963,6003,6031,6046,6074,6100,6122,6142,6166,6186,6191,6198,6201,6206,6206,6218,6228,6228,6247,6250,6268,6279,6283,6283,6288,6292,6296,6303,6310,6313,6315,6315,6315,6324,6332,6333,6338,6342,6342,6343,6346,6347,6347,6347,6355,6355,6357,6358,6363,6363,6363,6363,6367,6367,6368,6369,6371,6372,6374,6374,6376,6376,6378,6379,6379,6385,6385,6386,6388,6388,6391,6392,6392,6392,6393,6393,6393,6393,6393,6393,6393,6393,6393,6394,6394,6394,6396,6396,6396,6396,6396,6396,6396,6396,6396,6396,6396,6396,6396,6396,6396,6397,6397,6397,6397,6397,6397,6397,6397,6397,6397,6397,6397,6397,6397,6398,6398,6398,6398,6398,6398,6398,6398,6398,6398,6400,6400,6400,6400,6400,6400,6400,6400,6400,6400,6400,6400,6400,6400,6400,6401,6401,6401,6402,6402,6402,6402,6402,6402,6402,6402,6405,6405,6420,6421,6421,6421,6422,6423,6434,6434,6452,6471,6505,6510,6525,6573,6610,6659,6706,6744,6779,6819,6891,6983,7064,7114,7179,7220,7268,7308,7352,7382,7405,7448,7454,7454,7493,7500,7500,7529,7542,7544,7558,7562,7567,7572,7584,7590,7593,7607,7608,7611,7612,7615,7622,7623,7623,7625,7625,7627,7627,7628,7628,7637,7638,7648,7648,7652,7652,7652,7659,7661,7661,7661,7663,7663,7663,7663,7663,7665,7665,7665,7665,7665,7665,7665,7665,7665,7665,7665,7666,7666,7666,7667,7667,7667,7667,7668,7670,7670,7670,7673,7673,7674,7674,7674,7674,7674,7674,7674,7674,7674,7674,7674,7674,7674,7674,7674,7675,7675,7675,7675,7675,7677,7677,7677,7677,7677,7681,7681,7681,7681,7681,7681,7681,7681,7681,7681,7681,7681,7681,7681,7681,7681,7681,7681,7681,7681,7681,7681,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7682,7683,7683,7683,7683,7684,7685,7685,7685,7685,7688,7688,7688,7688,7688,7693,7693,7693,7693,7694,7694,7695,7695,7695,7697,7702,7702,7704,7704,7707,7713,7716,7718,7718,7718,7718,7718,7718,7721,7722,7722,7722,7725,7725,7725,7725,7728,7729,7729,7729,7731,7732,7732,7733,7734,7734,7734,7735,7736,7737,7737,7737,7738,7740,7740,7740,7740,7740,7741,7742,7742,7743,7743,7743,7744,7744,7744,7744,7744,7744,7744,7746,7747,7747,7747,7747,7747,7747,7747,7747,7747,7749,7749,7749,7749,7749,7749,7749,7749,7750,7750,7750,7750,7750,7750,7751,7751,7751,7751,7751,7751,7751,7751,7751,7751,7751,7751,7751,7751,7751,7751,7751,7751,7751,7751,7751,7752,7752,7752,7752,7752,7752,7752,7752,7752,7752,7752,7752,7752,7752,7752,7752,7754,7754,7754,7754,7754,7754,7754,7754,7754,7754,7754,7754,7754,7754,7758,7758,7758,7758,7758,7758,7758,7758,7758,7758,7758,7758,7758,7758,7758,7758,7758,7758,7758,7759,7759,7759,7759,7759,7759,7759,7760,7760,7760,7760,7760,7760,7760,7760,7760,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-,South Africa,-30.5595,22.9375,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,3,3,7,13,17,24,38,51,62,62,116,150,202,240,274,402,554,709,927,1170,1187,1280,1326,1353,1380,1462,1505,1585,1655,1686,1749,1845,1934,2003,2028,2173,2272,2415,2506,2605,2783,3034,3158,3300,3465,3635,3953,4220,4361,4546,4793,4996,5350,5647,5951,6336,6783,7220,7572,7808,8232,8895,9420,10015,10652,11350,12074,12739,13524,14355,15515,16433,17200,18003,19137,20125,21343,22583,23615,24264,25937,27403,29240,30967,32683,34357,35812,37525,40792,43434,45973,48285,50879,52991,55421,58568,61927,65736,70038,73533,76334,80412,83890,87715,92681,97302,101590,106108,111796,118375,124590,131800,138134,144264,151209,159333,168061,177124,187977,196750,205721,215855,224665,238339,250687,264184,276242,287796,298292,311049,324221,337594,350879,364328,373628,381798,394948,408052,421996,434200,445433,452529,459761,471123,482169,493183,503290,511485,516862,521318,529877,538184,545476,553188,559859,563598,566109,568919,572865,579140,583653,587345,589886,592144,596060,599940,603338,607045,609773,611450,613017,615701,618286,620132,622551,625056,627041,628259,630595,633015,635078,636884,638517,639362,640441,642431,644438,646398,648214,649793,650749,651521,653444,655572,657627,659656,661211,661936,663282,665188,667049,668529,669498,670766,671669,672572,674339,676084,677833,679716,681289,682215,683242,685155,686891,688352,690896,692471,693359,694537,696414,698184,700203,702131,703793,705254,706304,708359,710515,712412,714246,715868,716759,717851,719714,721770,723682,725452,726823,727595,728836,730548,732414,734175,735906,737278,738525,740254,742394,744732,746945,749182,751024,752269,754256,757144,759658,762763,765409,767679,769759,772252,775502,778571,781941,785139,787702,790004,792299,796472,800872,805804,810449,814565,817878,821889,828598,836764,845083,852965,860964,866127,873679,883687,892813,901538,912477,921922,930711,940212,954258,968563,983359,994911,1004413,1011871,1021451,1039161,1057161,1073887,1088889,1100748,1113349,1127759,1149591,1170590,1192570,1214176,1231597,1246643,1259748,1278303,1296806,1311686,1325659,1337926,1346936,1356716,1369426,1380807,1392568,1404839,1412986,1417537,1423578,1430648,1437798,1443939,1449236,1453761,1456309,1458958,1463016,1466767,1470516,1473700,1476135,1477511,1479253,1482412,1484900,1487681,1490063,1491807,1492909,1494119,1496439,1498766,1500677,1502367,1503796,1504588,1505586,1507448,1509124,1510778,1512225,1513393,1513959,1514815,1516262,1517666,1518979,1520206,1521068,1521706,1522697,1524174,1525648,1526873,1528414,1529420,1530033,1530966,1532497,1533961,1535423,1536801,1537852,1538451,1538961,1540009,1541563,1543079,1544466,1545431,1545979,1546735,1548157,1549451,1550724,1551501,1551964,1552416,1552853,1553609,1554975,1556242,1557527,1558458,1559113,1559960,1561559,1562931,1564355,1565680,1566769,1567513,1568366,1569935,1571348,1572985,1574370,1575471,1576320,1577200,1578450,1579536,1581210,1582842,1584064,1584961,1586148,1588221,1590370,1592626,1592626,1596595,1597724,1599272,1602031,1605252,1608393,1611143,1613728,1615485,1617840,1621362,1625003,1628335,1632571,1635465,1637848,1637848,1645555,1649977,1654551,1659070,1659070,1665617,1669231,1675013,1680373,1686041,1691491,1696564,1699849,1704058,1712939,1722086,1730106,1739425,1747082,1752630,1761066,1774312,1786079,1796589,1810164,1823319,1832479,1843572,1861065,1877143,1895905,1913861,1928897,1941119,1954466,1973972,1995556,2019826,2046311,2062896,2075409,2090909,2112336,2135246,2157687,2179297,2195599,2206781,2219316,2236805,2253240,2269179,2283880,2295095,2302304,2311232,2327472,2342330,2356049,2368105,2377823,2383490,2391223,2408525,2422151,2435036,2447454,2456184,2461758,2470746,2484009,2497655,2511178,2523488,2533466,2540222,2546762,2554240,2568511,2582427,2595447,2605586,2613569,2624254,2638981,2652652,2666964,2680225,2690973,2698605,2708951,2722202,2734973,2747018,2757191,2764931,2770575,2777659,2787203,2796405,2805604,2814014,2819945,2824063,2829834,2836773,2843042,2848925,2854234,2858195,2860835,2864534,2869201,2873415,2877063,2880349,2882630,2884134,2886331,2889298,2892081,2894342,2895976,2896943,2897521,2898888,2898888,2902672,2904307,2905613,2906422,2906851,2907619,2908768,2909757,2910681,2911497,2912145,2912346,2912938,2913880,2914827,2915560,2916179,2916593,2916803,2917255,2917846,2918366,2918883,2919332,2919632,2919778,2920109,2920581,2921114,2921589,2921886,2922116,2922222,2922391,2922735,2923054,2923393,2923751,2923956,2924072,2924317,2924622,2924978,2925371,2925677,2925939,2926075,2926348,2926914,2927499,2928288,2929175,2929862,2930174,2948760,2950035,2952500,2955328,2958548,2961406,2963679,2968052,2976613,2988148,3004203,3020569,3031694,3038075,3051222,3071064,3093452,3112469,3129622,3167497,3180785,3204642,3231031,3255816,3276529,3292609,3308074,3316585,3332008,3353106,3374262,3393109,3407937,3413540,3417318,3424534,3433554,3446532,3458286,3468079,3472436,3475512,3483590,3494696,3504554,3513813,3521572,352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-,South Sudan,6.877,31.307,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,3,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,6,6,34,34,35,45,45,46,46,52,58,74,120,120,120,156,194,203,203,236,236,290,290,290,290,481,563,655,655,806,806,994,994,994,994,994,994,994,994,994,994,994,1317,1604,1604,1604,1670,1670,1693,1693,1693,1776,1813,1830,1864,1882,1892,1916,1930,1942,1942,1942,1942,1989,1989,2007,2021,2021,2021,2021,2021,2021,2021,2021,2021,2021,2021,2021,2148,2148,2153,2171,2191,2191,2200,2211,2211,2211,2239,2258,2258,2262,2305,2305,2322,2322,2322,2352,2429,2429,2437,2437,2450,2450,2463,2470,2470,2472,2477,2478,2482,2488,2489,2490,2490,2494,2494,2497,2497,2499,2504,2507,2510,2514,2518,2519,2519,2527,2527,2532,2533,2536,2544,2544,2545,2552,2555,2555,2568,2578,2578,2587,2592,2594,2599,2609,2642,2642,2649,2660,2664,2669,2676,2676,2686,2692,2700,2704,2704,2715,2715,2726,2726,2734,2748,2749,2761,2761,2777,2787,2798,2798,2807,2817,2817,2842,2847,2847,2870,2872,2876,2878,2883,2883,2890,2890,2903,2903,2905,2926,2926,2940,2943,2943,2943,2943,2943,2960,2960,2960,2960,2980,3003,3003,3012,3016,3016,3016,3016,3047,3047,3047,3047,3073,3092,3104,3104,3109,3109,3111,3118,3154,3154,3166,3181,3181,3181,3181,3181,3181,3206,3206,3206,3222,3222,3222,3228,3228,3228,3234,3234,3455,3455,3455,3455,3490,3491,3511,3540,3558,3558,3558,3558,3589,3589,3589,3589,3589,3589,3649,3662,3670,3670,3670,3670,3670,3693,3703,3762,3773,3788,3788,3788,3788,3788,3788,3788,3929,3929,3929,3929,3929,3929,3929,4267,4355,4355,4355,4609,4804,4960,4960,5134,5310,5413,5562,5710,5922,6084,6277,6417,6583,6931,7098,7224,7349,7597,7771,7926,8010,8144,8305,8414,8527,8677,8766,8870,8870,8870,9205,9334,9429,9490,9554,9613,9694,9768,9809,9849,9879,9890,9919,9969,10048,10048,10079,10098,10119,10119,10165,10197,10219,10255,10267,10281,10286,10297,10324,10340,10359,10372,10381,10387,10403,10416,10432,10432,10473,10473,10478,10486,10504,10515,10515,10532,10538,10553,10553,10567,10583,10583,10583,10602,10613,10613,10620,10637,10637,10637,10641,10641,10641,10641,10651,10652,10652,10652,10652,10652,10652,10652,10652,10652,10652,10677,10677,10688,10688,10688,10688,10688,10688,10688,10688,10688,10688,10688,10688,10688,10688,10688,10688,10688,10688,10688,10688,10759,10764,10770,10770,10770,10786,10786,10786,10812,10812,10812,10812,10824,10834,10834,10846,10866,10866,10866,10879,10879,10886,10891,10891,10891,10891,10891,10911,10917,10917,10917,10917,10917,10917,10917,10917,10917,10917,10917,10917,11014,11014,11014,11014,11049,11049,11049,11063,11076,11081,11090,11100,11100,11100,11121,11139,11141,11143,11172,11172,11172,11195,11207,11223,11227,11243,11243,11310,11310,11314,11347,11365,11365,11403,11403,11427,11436,11446,11446,11473,11473,11500,11526,11534,11571,11589,11606,11610,11610,11623,11755,11767,11790,11800,11805,11814,11831,11831,11861,11899,11926,11926,11948,11954,11981,11995,12010,12021,12035,12041,12041,12080,12096,12104,12104,12104,12104,12114,12134,12168,12184,12184,12184,12184,12225,12250,12270,12279,12279,12279,12279,12293,12299,12327,12348,12361,12361,12361,12410,12421,12436,12448,12453,12453,12453,12514,12517,12546,12546,12558,12558,12558,12590,12590,12609,12609,12638,12638,12638,12680,12684,12701,12717,12717,12717,12717,12755,12758,12777,12777,12804,12804,12804,12823,12826,12842,12842,12873,12873,12873,12904,12904,12969,13049,13309,13309,13309,13614,13831,14002,14275,14577,14577,14843,14843,14860,15152,15242,15242,15242,15242,15242,15745,15849,15937,16042,16042,16042,16253,16337,16337,16407,16454,16489,16489,16533,16547,16607,16627,16653,16673,16673,16715,16738,16752,16767,16775,16779,16779,16794,16810,16810,16820,16833,16833,16833,16856,16861,16873,16880,16880,16880,16880,16897,16900,16903,16903,16903,16903,16903,16936,16940,16946,16950,16955,16955,16955,16973,16978,16989,16993,16999,16999,16999,17015,17025,17034,17044,17051,17051,17061,17064,17067,17073,17084,17093,17093,17093,17137,17144,17153,17184,17184,17184,17184,17222,17237,17237,17262,17278,17278,17278,17301,17311,17311,17321,17333,17333,17333,17353,17356,17362,17369,17369,17369,17369,17408,17410,17420,17420,17422,17422,17422,17443,17445,17450,17456,17461,17461,17461,17483,17487,17490,17491,17492,17492,17492,17505,17513,17513,17525,17525,17525,17525,17541,17550,17551,17551,17573,17573,17573,17573,17575,17575,17590,17590,17590,17590,17592,17617,17617,17625,17626,17626,17626,17630,17630,17630,17630,17644,17644,17644,17644,17659,17675,17679,17697,17697,17697,17697,17697,17697,17697,17697,17697,17697,17697,17722,17722,17722,17722,17722,17722,17722,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17733,17780,17780,17780,17780,17780,17780,17780,17780,17780,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17823,17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-,Summer Olympics 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-Anguilla,United Kingdom,18.2206,-63.0686,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,6,6,6,6,7,7,7,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,12,12,13,13,13,13,13,13,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,16,16,16,16,16,16,16,17,17,17,17,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,21,21,21,21,21,21,22,22,22,22,22,22,22,22,22,22,22,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,29,29,29,29,29,29,29,58,58,80,84,87,91,93,93,95,95,95,95,95,95,99,99,99,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,111,111,111,111,111,111,111,111,111,111,111,111,111,112,112,112,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,113,127,127,127,127,137,137,137,154,154,166,166,166,166,174,194,194,194,201,217,217,217,256,256,279,279,296,296,305,305,312,312,312,318,318,318,325,331,331,331,331,340,350,350,364,364,364,389,389,409,409,425,425,425,453,453,453,499,544,544,544,594,594,644,644,668,668,668,698,698,743,743,793,793,793,793,859,859,892,892,944,944,944,944,984,1019,1019,1039,1039,1039,1039,1077,1109,1109,1137,1137,1137,1175,1175,1175,1268,1268,1268,1268,1334,1334,1334,1334,1334,1334,1386,1386,1386,1414,1414,1414,1414,1469,1469,1469,1469,1523,1523,1523,1523,1592,1592,1592,1592,1592,1592,1629,1629,1629,1629,1646,1646,1646,1646,1674,1674,1674,1674,1674,1674,1674,1777,1777,1777,1777,1777,1777,1942,1942,1942,1942,2040,2040,2109,2109,2109,2187,2187,2187,2187,2187,2187,2270,2270,2270,2324,2324,2324,2324,2361,2361,2384,2384,2384,2384,2436,2436,2458,2458,2458,2458,2458,2497,2497,2506,2506,2506,2506,2506,2506,2506,2528,2528,2528,2528,2528,2555,2555,2555,2555,2555,2555,2555,2574,2574,2574,2574,2574,2574,2574,2595,2595,2595,2595,2595,2595,2595,2595,2633,2633,2633,2633,2633,2633,2700,2700,2700,2700,2700,2700,2700,2700,2717,2717,2717,2717,2717,2717,2731,2731,2731,2731,2731,2731,2731,2731,2731,2731,2731,2731,2731,2731,2731,2788,2788,2788,2788,2788,2788,2788,2788,2788,2788,2788,2788,2788,2788,2984,2984,2984,2984,2984,2984,3116,3116,3116,3116,3116,3116,3116,3203,3203,3203,3203,3203,3203,3203,3203,3203,3294,3294,3294,3294,3294,3294,3294,3342,3342,3342,3342,3342,3374,3374,3374,3374,3374,3374,3374,3411,3411,3411,3411,3411,3411,3411,3456,3456,3456,3456,3456,3456,3456,3476,3476,3476,3476,3476,3476,3476,3496,3496,3496,3496,3496,3496,3496,3535,3535,3535,3535,3535,3543,3543,3543,3543,3580,3580,3580,3580,3580,3580,3580,3620,3620,3620,3620,3620,3620,3620,3620,3620,3620,3620,3620,3620,3746,3746,3746,3746,3746,3746,3805,3805,3805,3805,3805,3805,3805,3837,3837,3837,3837,3837,3837,3837,3851,3851,3851,3851,3851,3851,3851,3851,3851,3851,3856,3856,3856,3856,3856,3858,3858,3858,3858,3858,3858,3858,3865,3865,3865,3865,3865,3865,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3866,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904,3904 -Bermuda,United Kingdom,32.3078,-64.7505,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,6,6,6,7,15,17,17,22,27,32,32,35,35,35,37,39,39,39,48,48,48,57,57,57,81,81,83,83,86,86,86,99,99,99,109,109,110,110,111,114,114,114,115,115,115,118,118,118,118,118,119,121,121,122,122,123,123,125,125,125,125,128,128,133,133,139,139,140,140,140,140,141,141,141,141,141,141,141,141,141,141,141,141,142,142,144,144,144,144,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,148,149,149,150,150,150,150,150,150,152,152,153,153,153,153,153,153,153,153,153,154,156,156,156,156,156,157,157,157,157,157,157,157,158,158,159,159,159,159,162,162,166,166,166,166,167,167,167,168,168,168,168,168,169,169,172,172,172,174,175,175,175,175,175,177,177,177,177,177,177,177,178,178,178,180,180,180,180,181,181,181,181,181,181,181,181,181,181,181,181,181,181,181,182,184,184,184,184,185,185,185,185,185,185,185,188,188,188,190,190,190,193,194,194,198,199,199,199,206,206,206,207,207,209,209,214,214,214,220,222,222,222,223,223,224,226,227,227,227,227,227,239,241,242,247,251,260,262,267,272,278,288,288,306,330,340,364,391,391,391,431,456,467,485,497,516,527,527,553,553,560,561,581,581,581,595,595,604,604,622,622,624,632,632,636,641,646,652,656,656,661,664,667,670,670,683,684,684,684,684,686,686,686,688,689,690,690,691,691,691,692,692,692,692,692,692,694,694,694,694,694,694,694,695,695,697,699,699,699,699,699,703,703,705,705,705,705,707,713,713,718,722,722,722,724,724,731,732,732,735,735,740,740,740,740,767,773,789,830,840,840,880,914,947,1028,1136,1157,1217,1292,1292,1292,1400,1469,1469,1497,1586,1657,1773,1773,1891,1912,1935,2023,2060,2123,2123,2214,2214,2226,2261,2284,2315,2335,2357,2362,2374,2382,2393,2393,2393,2393,2422,2429,2432,2432,2434,2434,2451,2455,2455,2461,2462,2466,2466,2477,2479,2479,2483,2488,2488,2488,2490,2490,2491,2491,2491,2491,2491,2494,2494,2494,2494,2494,2494,2494,2497,2497,2497,2497,2497,2497,2497,2498,2499,2499,2499,2504,2504,2504,2504,2504,2504,2504,2510,2510,2510,2510,2514,2514,2514,2514,2516,2516,2516,2521,2521,2521,2521,2521,2521,2521,2525,2525,2525,2530,2530,2530,2530,2530,2535,2535,2535,2538,2538,2538,2538,2553,2553,2553,2553,2568,2568,2589,2589,2589,2614,2614,2614,2614,2645,2645,2645,2663,2663,2663,2663,2663,2715,2715,2715,2750,2750,2750,2792,2792,2792,2844,2844,2844,2844,2923,2923,2923,3048,3048,3048,3048,3273,3273,3273,3465,3465,3465,3465,3877,3877,4027,4218,4218,4477,4632,4632,4800,4800,4800,4982,4982,4982,5145,5244,5244,5244,5336,5336,5419,5419,5455,5455,5501,5501,5501,5501,5536,5536,5548,5548,5548,5567,5567,5593,5593,5593,5612,5612,5612,5625,5625,5637,5637,5647,5647,5647,5657,5657,5657,5665,5677,5677,5677,5688,5688,5688,5692,5708,5708,5708,5708,5713,5714,5714,5715,5715,5715,5724,5724,5724,5730,5730,5730,5730,5748,5748,5748,5751,5751,5751,5751,5751,5753,5760,5760,5764,5764,5764,5764,5784,5784,5815,5815,5815,5815,5917,5917,5917,6014,6014,6014,6014,6014,6064,6064,6420,6420,6420,6420,6420,6936,6936,6936,7191,7191,7191,7880,7880,7880,7880,8541,8541,8541,9144,9144,9144,9766,9766,9766,9766,10262,10262,10262,10552,10552,10552,10552,10793,10793,10793,10921,10921,10921,10921,11058,11058,11058,11146,11146,11146,11146,11246,11246,11246,11316,11316,11316,11316,11423,11423,11423,11490,11490,11490,11490,11561,11561,11561,11634,11634,11634,11634,11743,11743,11743,11850,11850,11850,11850,11989,11989,11989,12094,12094,12094,12094,12231,12231,12231,12354,12354,12354,12354,12456,12456,12456,12564,12564,12564,12564,12564,12564,12564,12711,12711,12711,12711,12739,12763,12808,12901,12901,12901,12901,12901,12901,13143,13143,13143,13143,13143,13200,13252,13488,13488,13488,13488,13488,13559,13559,13832,13832,13832,13832,13832,13832,13872,14135,14135,14135,14135,14135,14135,14135,14442,14442,14442,14442,14442,14442,14442,14755,14755,14755,14755,14755,14755,14755,15085,15085,15085,15085,15085,15085,15085,15428,15428,15428,15428,15428,15428,15428,15428,15762,15762,15762,15762,15762,15762,15957,15957,15957,15957,15957,15957,15957,16162,16162,16162,16162,16162,16162,16162,16401,16401,16401,16401,16401,16401,16401,16722,16722,16722,16722,16722,16722,16722,16988,16988,16988,16988,16988,16988,17193,17193,17193,17193,17193,17193,17193,17193,17356,17356,17356,17356,17356,17356,17356,17556,17556,17556,17556,17556,17556,17556,17674,17674,17674,17674,17674,17674,17674,17785,17785,17785,17785,17785,17785,17785,17913,17913,17913,17913,17913,17913,17913,18019,18019,18019,18019,18019,18019,18019,18077,18077,18077,18077,18077,18077,18077,18077,18122,18122,18122,18122,18122,18122,18154,18154,18154,18154,18154,18154,18154,18220,18220,18220,18220,18220,18220,18220,18220,18220,18220,18220,18220,18280,18280,18340,18340,18340,18340,18340,18340,18340,18340,18340,18340,18340,18340,18340,18340,18428,18428,18428,18428,18428,18428,18428,18428,18428,18428,18428,18428,18428,18428,18463,18463,18463,18463,18463,18463,18463,18463,18463,18463,18463,18463,18463,18463,18463,18463,18519,18519,18519,18519,185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-British Virgin Islands,United Kingdom,18.4207,-64.64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,11,11,11,21,21,21,21,26,26,26,35,35,47,47,47,47,47,63,63,63,63,63,63,63,63,66,66,66,66,66,69,69,69,69,69,69,69,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,72,72,72,72,72,72,72,72,72,75,76,76,76,76,76,76,80,80,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,97,97,97,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,153,166,166,166,166,178,178,178,178,178,178,178,178,178,178,187,187,187,187,187,194,194,194,194,194,194,194,194,194,194,194,194,216,216,216,216,216,216,216,219,219,219,219,219,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,248,298,298,298,298,298,298,298,298,313,392,392,456,456,456,456,456,821,821,821,1147,1147,1286,1602,1993,2024,2024,2024,2024,2210,2210,2210,2389,2389,2389,2389,2389,2500,2500,2500,2500,2500,2500,2500,2500,2500,2500,2532,2532,2532,2532,2552,2552,2552,2552,2552,2561,2561,2568,2568,2568,2568,2568,2568,2568,2568,2568,2568,2568,2568,2568,2568,2568,2640,2640,2640,2640,2640,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2642,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2725,2745,2745,2745,2745,2745,2745,2745,2745,2765,2765,2765,2765,2765,2765,2765,2765,2773,2773,2773,2773,2773,2773,2809,2809,2809,2809,2809,2816,2816,2816,2816,2816,2816,2816,2842,2842,2842,2886,2886,2886,2886,2886,2886,2886,3016,3016,3016,3016,3071,3071,3071,3397,3492,3492,3492,3760,3760,3760,4207,4207,4207,4207,4207,4764,4947,4947,5255,5255,5255,5449,5449,5449,5602,5602,5602,5602,5649,5809,5809,5809,5839,5839,5839,5875,5875,5875,5928,5928,5928,5928,5928,5928,5928,5928,5928,5997,5997,5997,5997,5997,5997,6050,6050,6050,6050,6050,6074,6074,6074,6074,6074,6085,6085,6085,6091,6091,6091,6091,6091,6091,6091,6091,6091,6091,6091,6104,6104,6104,6104,6104,6104,6104,6104,6104,6104,6104,6141,6141,6141,6141,6141,6141,6141,6155,6155,6155,6155,6155,6155,6162,6162,6162,6162,6162,6162,6162,6162,6162,6162,6162,6162,6162,6162,6162,6296,6296,6296,6296,6296,6296,6355,6355,6355,6355,6355,6355,6355,6355,6467,6467,6467,6467,6467,6467,6573,6573,6573,6573,6573,6573,6573,6690,6690,6690,6690,6690,6690,6690,6690,6765,6765,6765,6765,6765,6765,6765,6765,6765,6765,6765,6765,6765,6902,6902,6902,6902,6902,6902,6941,6941,6941,6941,6941,6941,6941,6941,6941,6941,6941,6941,6941,6941,6941,6941,6941,6941,6941,6941,6941,7107,7107,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7131,7291,7291,7291,7291,7291,7291,7291,7291,7291,7291,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305,7305 -Cayman Islands,United Kingdom,19.3133,-81.2546,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,3,3,3,3,5,6,8,8,8,8,8,12,14,22,28,28,35,35,39,45,45,45,45,45,53,53,54,54,60,61,61,61,66,66,66,66,70,70,70,70,70,73,73,74,74,74,75,78,78,80,81,81,81,84,85,86,93,94,94,94,94,111,111,121,129,129,129,134,137,140,140,141,141,141,150,151,156,160,164,164,164,171,176,180,186,187,187,187,187,193,193,193,195,195,195,195,195,196,196,196,196,196,199,200,201,201,201,201,201,201,201,201,201,201,201,201,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,203,205,205,205,205,205,205,205,205,205,205,205,205,205,205,205,205,205,205,205,205,205,207,208,208,208,208,208,208,208,208,208,208,208,209,210,210,210,210,210,210,211,211,211,211,213,213,213,213,213,213,214,220,221,221,221,221,225,225,233,233,233,235,235,235,236,239,239,239,239,239,239,239,240,240,240,240,242,242,244,245,250,250,250,253,253,253,253,254,254,257,257,258,258,259,261,261,265,266,269,269,269,274,274,274,285,285,288,288,288,288,290,291,292,298,298,298,298,298,302,308,310,311,311,311,316,316,317,318,318,318,318,318,326,330,338,338,338,338,347,350,356,359,359,359,359,362,362,362,368,374,374,374,380,381,381,382,382,383,383,383,383,384,385,387,390,390,390,400,400,400,400,405,405,408,408,408,411,416,416,416,416,419,419,425,428,428,428,431,431,431,438,444,444,444,447,447,447,448,451,451,451,451,460,460,463,468,468,468,474,474,474,475,475,475,475,482,482,482,483,487,487,487,499,499,500,501,501,501,501,501,512,513,515,516,516,516,516,523,523,523,525,525,525,525,531,531,531,531,531,531,541,541,542,542,543,543,543,543,545,545,545,545,548,548,548,548,560,561,565,565,565,565,565,574,574,574,574,574,574,578,581,581,581,581,581,584,584,584,584,584,587,587,587,592,592,592,592,592,592,593,599,599,599,608,608,608,609,609,609,609,609,609,609,614,614,614,614,614,614,614,614,615,615,615,615,615,615,619,619,620,620,620,622,622,625,627,627,627,627,636,636,636,640,640,640,642,643,643,644,644,644,644,646,646,646,646,648,649,651,651,651,651,651,651,656,656,658,663,663,663,668,669,669,669,669,669,680,680,688,689,690,690,690,690,715,719,723,726,729,729,729,745,745,772,772,774,774,774,787,791,791,795,795,795,812,820,835,840,853,853,853,905,920,920,939,960,960,960,983,996,1011,1011,1011,1011,1011,1011,1095,1136,1165,1165,1196,1196,1196,1279,1279,1496,1496,1650,1650,1650,1650,2241,2356,2482,2676,2676,2676,2676,2676,3427,3427,3427,3427,4203,4203,4203,5156,5362,5532,5532,6091,6091,6283,6459,6599,6738,6738,6738,7074,7324,7324,7529,7529,7529,7663,7663,7724,7839,7839,7871,7871,7871,7960,8007,8036,8097,8097,8097,8097,8245,8245,8386,8386,8386,8386,8386,8386,8386,8818,8818,8943,8943,8943,9509,9509,9720,10186,10618,10618,10618,11226,11666,11666,11666,11666,11666,12023,12023,12023,12023,12023,13734,13734,13734,13734,13734,13734,13788,13788,13788,13788,13788,13788,15934,15934,15934,15934,15934,15934,15934,17687,17687,17687,17687,17687,17687,17687,18728,18728,18728,18728,18728,18728,19373,19373,19373,19373,19373,19373,19373,19373,19373,19373,19373,19373,19373,19811,19811,19811,19811,19811,19811,19811,20073,20073,20073,20336,20336,20336,20336,20336,20336,20336,20606,20606,20606,20606,20606,20606,20606,20606,20606,20606,20606,20606,20606,20606,21121,21121,21121,21121,21121,21121,21406,21406,21406,21406,21406,21406,21406,21755,21755,21755,21755,21755,21755,22223,22223,22223,22223,22223,22223,22223,22828,22828,22828,22828,22828,22828,22828,23578,23578,23578,23578,23578,23578,23578,23578,24477,24477,24477,24477,24477,24477,24477,24477,24477,24477,24477,25318,25318,25318,25318,25318,25318,25318,25886,25886,25886,25886,25886,25886,25886,25886,25886,26325,26325,26797,26797,26797,26797,26797,26797,26797,26797,27171,27171,27171,27171,27171,27171,27594,27594,27594,27594,27594,27594,27594,27594,27594,27594,27594,27966,27966,27966,28389,28389,28389,28389,28389,28389,28389,28784,28784,28784,28784,28784,28784,28784,28784,28784,28784,28784,29109,29109,29419,29419,29419,29419,29419,29419,29653,29653,29653,29653,29653,29653,29653,29907,29907,29907,29907,29907,29907,29907,30057,30057,30057,30057,30057,30057,30057,30057,30057,30057,30057,30057,30057,30057,30214,30214,30214,30214,30214,30380,30380,30380,30545,30545,30545,30545,30545,30545,30545,30545,30545,30545,30545,30545,30545,30661,30661,30661,30661,30661,30661,30661,30809,30809,30809,30809,30809,30809,30809,30809,30809,30809,30809,30809,30809,30809,30926,30926,30926,30926,30926,30926,30926,31006,31006,31006,31006,31006,31006,31006,31006,31096,31096,31096,31096,31096,31096,31096,31194,31194,31194,31194,31194,31194,31194,31194,31194,31194,31194,31194,31194,31194,31194,31194,31194,31194,31194,31194,31359,31359,31359,31359,31359,31359,31359,31359,31359,31359,31359,31359,31359,31359,31359,31359,31359,31359,31359,31359,31359,31472,31472,31472,31472,31472,31472,31472,31472,31472,31472,31472,31472,31472,31472,31472,31472,31472,31472,31472,31472,314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-Channel Islands,United Kingdom,49.3723,-2.3644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 -Falkland Islands (Malvinas),United Kingdom,-51.7963,-59.5236,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,5,5,5,5,5,5,11,11,11,11,11,11,11,11,11,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,14,14,15,15,15,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,23,23,23,23,23,23,23,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,32,32,32,32,32,32,32,35,35,35,35,35,35,41,41,41,41,41,41,41,41,41,45,45,45,45,45,53,53,53,53,53,53,53,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,60,60,60,60,60,60,60,62,62,62,62,62,62,62,62,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,68,68,68,68,68,68,68,69,69,69,69,69,68,69,69,69,69,69,69,68,69,69,69,69,69,69,69,69,69,69,69,69,72,78,78,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,84,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,86,86,86,86,86,86,89,89,89,89,89,89,89,89,91,91,91,91,91,91,91,98,98,98,98,101,105,105,105,105,105,105,105,105,109,109,109,109,110,110,113,114,115,115,115,115,116,116,116,118,118,118,118,118,119,119,119,119,119,119,119,119,119,119,119,119,119,123,123,123,124,124,124,124,125,128,128,128,128,128,129,131,131,131,131,131,131,131,131,136,151,152,152,152,152,168,168,177,177,177,177,181,181,197,197,392,392,392,392,392,392,1126,1126,1126,1126,1126,1126,1126,1512,1512,1512,1512,1512,1608,1687,1687,1687,1687,1687,1687,1687,1717,1717,1717,1717,1717,1717,1717,1733,1733,1733,1733,1733,1733,1733,1756,1756,1756,1756,1756,1756,1756,1807,1807,1807,1807,1807,1807,1807,1815,1815,1815,1815,1815,1815,1815,1831,1831,1831,1831,1831,1831,1831,1831,1831,1831,1831,1831,1831,1831,1831,1831,1835,1835,1835,1835,1835,1835,1835,1835,1835,1835,1835,1839,1839,1847,1847,1847,1847,1847,1847,1867,1867,1867,1867,1867,1867,1867,1881,1881,1881,1881,1881,1881,1881,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1886,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930 -Gibraltar,United Kingdom,36.1408,-5.3536,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,3,8,10,10,10,15,15,15,26,35,55,56,65,69,69,81,88,95,98,103,109,113,120,123,127,129,129,129,129,131,131,132,132,132,132,132,132,133,133,136,141,141,141,141,144,144,144,144,144,144,144,144,146,146,146,147,148,147,147,147,147,147,147,147,149,151,151,152,154,154,154,157,158,161,169,170,170,172,173,173,174,175,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,177,177,177,177,178,178,178,178,179,179,179,179,180,180,180,180,180,180,180,180,180,180,180,180,180,182,184,184,185,185,185,186,186,187,187,188,188,188,189,189,190,190,197,201,201,202,203,205,206,209,215,217,222,223,229,231,239,246,248,256,270,272,274,275,285,288,290,295,298,305,312,315,315,320,322,323,323,327,330,330,334,340,343,346,350,350,350,355,357,361,364,372,379,382,391,396,410,416,428,432,432,437,445,452,468,476,485,486,499,516,531,544,558,571,577,608,621,630,641,660,667,670,679,682,688,693,697,703,707,730,743,754,770,785,793,805,814,842,864,876,887,902,907,915,926,931,943,953,958,967,981,991,991,999,1009,1014,1020,1030,1035,1038,1042,1048,1053,1055,1058,1065,1069,1070,1072,1075,1082,1104,1125,1153,1184,1211,1244,1282,1330,1398,1476,1534,1593,1661,1706,1793,1973,2040,2212,2304,2406,2513,2626,2798,2928,3021,3109,3170,3240,3324,3431,3509,3575,3637,3670,3712,3793,3845,3881,3905,3935,3966,3992,4024,4057,4082,4096,4108,4114,4128,4143,4156,4163,4170,4177,4182,4187,4190,4197,4203,4212,4215,4219,4223,4224,4226,4227,4228,4228,4228,4232,4234,4234,4235,4236,4238,4239,4239,4243,4243,4243,4244,4247,4249,4249,4255,4256,4259,4263,4263,4263,4263,4270,4270,4270,4270,4270,4270,4270,4271,4271,4272,4273,4273,4273,4273,4274,4274,4275,4275,4275,4275,4275,4275,4275,4276,4277,4277,4277,4277,4277,4290,4290,4291,4291,4291,4291,4291,4291,4291,4283,4283,4283,4283,4283,4283,4283,4283,4283,4283,4283,4286,4286,4286,4286,4286,4286,4286,4286,4286,4286,4286,4286,4286,4286,4286,4286,4286,4286,4287,4288,4287,4290,4290,4292,4293,4293,4293,4295,4296,4298,4299,4300,4300,4300,4300,4302,4304,4306,4308,4310,4312,4312,4312,4315,4317,4318,4319,4321,4321,4323,4332,4335,4338,4339,4345,4346,4348,4348,4351,4357,4364,4366,4372,4379,4385,4392,4403,4413,4430,4437,4460,4486,4518,4555,4586,4595,4628,4671,4704,4728,4753,4780,4799,4822,4857,4892,4922,4947,4965,4980,5000,5031,5056,5089,5101,5116,5127,5136,5154,5171,5187,5196,5205,5212,5220,5235,5248,5261,5269,5278,5287,5290,5299,5308,5314,5323,5332,5338,5342,5354,5367,5371,5376,5386,5388,5392,5399,5402,5409,5414,5419,5431,5436,5445,5449,5463,5469,5476,5477,5479,5483,5490,5497,5502,5510,5514,5517,5532,5541,5549,5555,5566,5573,5579,5590,5597,5606,5608,5613,5626,5655,5682,5707,5727,5740,5751,5758,5769,5780,5803,5824,5842,5858,5874,5887,5904,5919,5943,5959,5974,5992,5997,6029,6065,6091,6115,6138,6153,6168,6206,6256,6328,6385,6464,6509,6561,6634,6721,6780,6843,6891,6920,6944,6996,7049,7092,7129,7162,7179,7203,7248,7281,7324,7340,7360,7371,7376,7402,7436,7463,7485,7508,7525,7546,7589,7629,7683,7730,7778,7822,7843,7902,7954,8014,8084,8142,8142,8220,8297,8421,8533,8701,8794,8821,8927,9059,9227,9459,9600,9718,9891,9969,10096,10248,10400,10549,10725,10833,10935,11064,11216,11392,11557,11702,11835,11937,12103,12277,12441,12610,12752,12848,12950,13085,13243,13394,13467,13577,13649,13740,13912,14039,14168,14284,14284,14284,14464,14568,14706,14792,14873,14873,14873,14873,15091,15170,15256,15313,15313,15313,15428,15488,15622,15622,15609,15609,15609,15677,15807,15899,15921,15938,15938,15938,16053,16088,16148,16148,16253,16253,16253,16311,16436,16542,16651,16660,16660,16660,16851,16851,16854,16920,16992,16992,16992,17110,17120,17188,17236,17236,17236,17236,17236,17236,17236,17494,17494,17494,17494,17494,17494,17494,17706,17706,17706,17706,17706,17706,17706,17706,17837,17837,17837,17837,17837,17837,17996,17996,17996,17996,17996,17996,17996,18129,18129,18129,18129,18129,18129,18129,18273,18273,18273,18273,18273,18273,18273,18419,18419,18419,18419,18419,18419,18419,18560,18560,18560,18560,18560,18560,18560,18806,18806,18806,18806,18806,18806,18806,19010,19010,19010,19010,19010,19010,19010,19306,19306,19306,19306,19306,19306,19306,19633,19633,19633,19633,19633,19633,19633,19796,19796,19796,19796,19796,19796,19796,19862,19862,19862,19862,19862,19862,19862,19902,19902,19902,19902,19902,19902,19902,19902,19902,19902,19902,19938,19938,19938,19999,19999,19999,19999,19999,19999,19999,19999,20034,20034,20034,20034,20034,20034,20049,20049,20049,20049,20049,20049,20049,20049,20049,20049,20049,20049,20049,20049,20069,20069,20069,20069,20069,20069,20069,20069,20069,20069,20069,20069,20069,20069,20069,20069,20069,20069,20069,20069,20069,20092,20092,20092,20092,20092,20092,20092,20092,20095,20095,20095,20095,20095,20095,20095,20095,20095,20095,20095,20095,20095,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20121,20166,20166,20166,20166,20166,20166,20166,20184,20184,20184,20184,20184,20184,20184,20184,20184,20184,20184,20184,20184,20184,20207,20207,20207,20207,20207,20207,20207,20207,20207,20207,20207,20207,20207,20207,20252,20252,20252,20252,20252,20252,20252,20275,20275,20275,20275,20275,20275,20275,20275,20275,20275,20275,20275,20275,20275,20342,20342,20342,20342,20342,20342,20379,20379,20379,20379,20379,20379,20379,20379,20392,20392,20392,20392,20392,20392,20392,20399,20399,20399,20399,20399,20399,20399,20399,20399,20399,20399,20399,20399,20399,20399,20399,20399,20399,20414,20414,20414,20414,20414,20414,20414,20420,20420,20420,20423,20423,20423,20423,20423,20423,20423,20433,20433,20433,20433,20433,20433,20433 -Guernsey,United Kingdom,49.448196,-2.58949,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23,24,33,34,36,40,42,46,52,55,79,92,101,115,127,149,159,167,183,192,203,209,218,218,223,228,234,239,239,239,239,241,244,245,245,245,246,247,247,251,251,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,253,253,253,253,254,254,254,254,254,254,254,254,254,254,254,255,255,256,257,257,257,257,257,257,257,257,257,257,257,257,257,257,257,257,257,258,258,258,258,258,258,258,258,258,258,258,258,258,259,262,265,265,265,266,266,267,267,267,268,271,271,272,273,274,278,279,279,279,282,282,282,282,282,282,282,282,282,282,283,283,283,283,283,285,286,286,286,286,287,287,287,288,288,288,288,288,288,289,289,289,289,289,290,291,291,291,291,292,293,293,293,297,297,297,297,297,297,297,298,298,299,299,300,300,301,302,302,302,304,305,306,307,308,308,309,309,309,309,309,310,310,310,314,321,359,369,391,414,449,493,539,586,615,651,672,689,711,720,741,752,760,770,782,789,797,801,804,806,808,810,812,813,817,817,818,818,819,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,821,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,822,823,823,823,823,823,823,823,823,823,823,823,823,823,823,825,825,825,825,825,825,826,827,827,828,828,828,833,834,835,837,837,838,840,841,847,847,848,850,851,854,854,855,857,857,859,861,864,871,882,894,899,904,908,911,919,925,929,933,940,941,946,948,954,956,966,969,977,987,996,1000,1007,1012,1025,1032,1047,1061,1071,1085,1088,1104,1123,1133,1149,1161,1170,1180,1191,1195,1214,1237,1250,1270,1282,1293,1299,1313,1330,1343,1357,1375,1380,1384,1394,1417,1429,1442,1449,1462,1468,1485,1501,1509,1514,1518,1526,1530,1543,1554,1562,1569,1579,1587,1597,1605,1617,1631,1636,1647,1654,1658,1666,1674,1690,1699,1718,1745,1773,1798,1816,1835,1854,1878,1903,1930,1964,1985,2001,2025,2039,2055,2074,2099,2117,2134,2153,2170,2185,2227,2253,2312,2337,2383,2420,2456,2494,2572,2615,2678,2719,2772,2822,2890,2950,2997,3101,3138,3246,3408,3443,3598,3670,3747,3819,3932,4079,4163,4293,4388,4524,4586,4633,4745,4826,4936,4985,5084,5148,5228,5286,5369,5459,5548,5662,5734,5817,5946,6074,6231,6415,6646,6646,6646,6992,7408,7802,8081,8329,8489,8651,8954,9235,9464,9590,9692,9820,9946,10042,10131,10228,10314,10371,10415,10441,10505,10560,10610,10638,10689,10718,10757,10848,10921,10994,11063,11136,11193,11261,11328,11477,11589,11697,11777,11849,11946,12092,12206,12300,12428,12534,12599,12671,12779,12865,12970,12970,12970,13150,13150,13503,13503,13503,13503,13503,13503,13503,14434,14434,14434,14434,14434,14434,14434,15630,15630,15630,15630,15630,15630,15630,17849,17849,17849,17849,17849,17849,17849,17849,20785,20785,20785,20785,20785,20785,22257,22257,22257,22257,22257,22257,22257,22257,22257,22257,22257,22257,22257,22257,23684,23684,23684,23684,23684,23684,23684,24201,24201,24201,24201,24201,24201,24201,24573,24573,24573,24573,24573,24573,24573,24832,24832,24832,24832,24832,24832,24832,25042,25042,25042,25042,25042,25070,25070,25328,25328,25328,25328,25328,25328,25328,25579,25579,25579,25579,25579,25579,25579,25703,25703,25703,25703,25703,25703,25703,25874,25874,25874,25874,25874,25874,25874,26131,26131,26131,26131,26131,26131,26131,26541,26541,26541,26541,26541,26541,26541,27101,27101,27101,27101,27101,27101,28098,28098,28098,28098,28098,28098,28098,28098,29045,29045,29045,29045,29045,29045,29045,29601,29601,29601,29601,29601,29601,29601,29924,29924,29924,29924,29924,29924,29924,30198,30198,30198,30198,30198,30198,30198,30365,30365,30365,30365,30365,30365,30365,30519,30519,30519,30519,30519,30519,30519,30651,30651,30651,30651,30651,30651,30651,30767,30767,30767,30767,30767,30767,30767,30883,30883,30883,30883,30883,30883,30883,30992,30992,30992,30992,30992,30992,30992,31099,31099,31099,31099,31099,31099,31099,31309,31309,31309,31309,31309,31309,31309,31309,31309,31545,31545,31545,31545,31545,31836,31836,31836,31836,31836,31836,31836,31836,31836,32118,32118,32118,32118,32118,32324,32324,32324,32324,32324,32324,32324,32466,32466,32466,32466,32466,32466,32466,32562,32562,32562,32562,32562,32562,32562,32666,32666,32666,32666,32666,32666,32666,32766,32766,32766,32766,32766,32766,32766,32900,32900,32900,32900,32900,32900,32900,33080,33080,33080,33080,33080,33080,33080,33080,33449,33449,33449,33449,33449,33449,33910,33910,33910,33910,33910,33910,33910,33910,33910,33910,33910,33910,33910,33910,33910,34397,34397,34397,34397,34397,34397,34397,34397,34564,34564,34564,34564,34564,34672,34672,34672,34672,34672,34672,34672,34715,34715,34715,34715,34715,34715,34715,34769,34769,34769,34769,34769,34769,34769,34814,34814,34814,34814,34814,34814,34814,34867,34867,34867,34867,34867,34867,34867,34867,34867,34867,34867,34867,34867,34867,34929,34929,34929,34929,34929,34929,34929,34991,34991 -Isle of Man,United Kingdom,54.2361,-4.5481,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,5,13,23,23,25,29,32,42,49,60,68,95,114,126,127,139,150,158,190,201,226,228,242,254,256,284,291,297,298,300,307,307,307,308,308,308,308,309,313,315,316,320,321,325,326,327,329,329,329,330,330,331,332,332,334,335,335,335,335,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,337,337,337,337,337,337,337,337,339,339,339,339,339,339,339,340,340,340,340,340,340,340,340,340,340,340,341,342,342,344,345,345,345,345,345,346,346,346,348,348,348,348,348,348,348,348,348,348,348,348,351,352,352,352,353,353,353,355,356,357,357,357,357,357,357,359,361,363,363,363,363,363,364,364,366,368,368,368,369,369,369,369,369,369,369,369,369,369,369,370,370,370,370,370,370,370,370,370,370,373,373,373,373,373,373,373,374,374,374,374,374,374,374,374,374,377,377,377,380,380,380,386,389,390,392,394,396,403,406,414,417,418,419,428,432,432,432,432,432,432,432,432,432,432,432,434,434,434,434,434,434,434,434,434,434,435,436,436,436,436,436,436,436,437,437,444,449,450,450,456,462,470,475,475,484,484,486,494,511,546,605,676,757,865,952,1026,1091,1157,1234,1278,1307,1351,1383,1411,1432,1462,1486,1503,1516,1530,1545,1551,1555,1558,1566,1567,1569,1570,1570,1571,1571,1571,1572,1572,1574,1574,1574,1574,1574,1575,1575,1575,1575,1575,1577,1577,1577,1582,1584,1585,1585,1586,1587,1587,1587,1587,1587,1589,1590,1590,1590,1590,1590,1590,1590,1590,1590,1590,1590,1590,1590,1590,1590,1591,1591,1591,1591,1591,1591,1591,1591,1591,1591,1591,1592,1592,1592,1592,1594,1594,1595,1597,1597,1598,1598,1598,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1601,1603,1603,1604,1605,1608,1608,1611,1613,1620,1625,1632,1638,1638,1643,1650,1659,1659,1684,1691,1709,1739,1791,1907,1935,2074,2307,2545,2756,2990,3424,3649,3763,4023,4189,4189,4333,4333,4333,4333,4333,4912,5022,5145,5235,5337,5427,5502,5587,5658,5717,5787,5857,5915,5951,6013,6070,6112,6167,6232,6274,6312,6366,6419,6432,6508,6554,6587,6629,6653,6676,6694,6741,6779,6809,6832,6849,6883,6923,6952,6980,6998,7008,7028,7050,7068,7094,7113,7141,7166,7184,7218,7265,7300,7324,7364,7427,7455,7510,7544,7582,7611,7634,7671,7698,7770,7843,7899,7959,8028,8073,8121,8184,8254,8343,8430,8498,8578,8647,8742,8817,8931,9042,9107,9197,9258,9327,9417,9517,9587,9644,9691,9738,9796,9844,9883,9883,9942,9970,9991,10046,10106,10159,10194,10225,10255,10296,10354,10412,10455,10504,10558,10610,10650,10720,10797,10895,10993,11085,11152,11230,11339,11486,11614,11764,11861,11926,12035,12147,12230,12346,12441,12519,12580,12635,12731,12812,12895,12974,13037,13097,13154,13258,13364,13401,13425,13438,13438,13451,13487,13487,13578,13641,13695,13695,13754,16975,17416,17948,18274,18274,18274,18701,18847,19406,19563,19686,19686,19686,19956,20087,20179,20306,20425,20425,20425,20586,21112,21200,21292,21376,21460,21460,21567,21665,21745,21810,21861,21861,21889,21918,21983,22014,22052,22091,22091,22111,22132,22178,22217,22257,22297,22297,22297,22407,22471,22471,22607,22660,22660,22660,22844,22969,23099,23231,23328,23328,23328,23604,23777,23962,24169,24346,24346,24346,24913,25236,25542,25825,26101,26101,26101,26325,26734,27022,27329,27566,27566,27566,27925,28081,28376,28588,28588,28588,28588,28890,28890,28890,30169,30169,30169,30169,30169,30169,30169,30169,30169,30169,30169,30169,30169,30169,31666,31666,31666,31666,31666,31666,31666,32205,32205,32205,32205,32205,32205,32424,32424,32424,32424,32424,32424,32424,32600,32600,32600,32600,32600,32600,32600,32794,32794,32794,32794,32794,32794,32794,32966,32966,32966,32966,32966,32966,32966,32966,33098,33098,33098,33098,33098,33098,33098,33251,33251,33251,33251,33251,33251,33821,33821,33821,33821,33821,33821,33821,33821,33821,33821,33821,33821,33821,33821,36463,36463,36463,36463,36463,36463,36463,36998,36998,36998,36998,36998,36998,36998,37239,37239,37239,37239,37239,37239,37239,37538,37538,37538,37538,37538,37538,37538,37696,37696,37696,37696,37696,37696,37696,37794,37794,37794,37794,37794,37794,37794,37794,37794,37794,37794,37794,37794,37794,37794,37794,37794,37794,37794,37794,37794,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008,38008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-Jersey,United Kingdom,49.2138,-2.1358,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12,15,16,16,18,32,48,57,59,59,59,77,77,114,119,151,151,166,166,166,179,194,194,209,213,213,215,219,230,241,245,246,251,251,272,274,276,277,279,280,286,286,286,287,288,289,289,289,289,289,289,292,292,293,293,293,293,293,298,299,299,302,302,302,302,302,303,303,304,304,304,304,304,304,304,305,305,305,307,307,309,309,309,309,309,309,309,312,312,314,314,314,314,314,314,314,316,316,316,316,316,316,316,316,316,316,316,316,321,321,321,321,321,321,325,325,325,325,327,327,327,327,327,327,327,327,328,328,328,330,331,331,331,331,332,332,335,335,336,337,337,339,339,339,341,343,346,348,348,350,351,352,354,354,356,356,356,359,361,363,364,366,366,366,368,369,372,372,372,372,373,373,376,377,378,379,381,382,384,387,389,389,391,393,393,395,397,397,397,402,403,404,407,411,417,417,421,423,427,433,438,441,443,452,462,465,480,485,486,488,488,498,505,510,516,521,527,534,540,545,556,560,565,567,573,580,584,593,606,618,633,648,656,659,671,688,702,719,732,746,757,766,773,784,798,811,819,826,835,840,873,898,928,956,986,1013,1048,1114,1174,1242,1265,1367,1394,1463,1520,1562,1639,1698,1786,1847,1907,2015,2115,2239,2276,2392,2445,2501,2567,2616,2639,2655,2682,2701,2712,2739,2762,2783,2799,2827,2854,2880,2897,2911,2920,2964,2982,2996,3005,3022,3033,3044,3051,3056,3065,3077,3090,3096,3113,3116,3122,3125,3130,3135,3140,3142,3150,3150,3157,3159,3169,3169,3171,3173,3174,3180,3186,3188,3190,3196,3198,3201,3202,3204,3206,3209,3211,3211,3211,3211,3211,3211,3212,3213,3215,3215,3216,3216,3218,3218,3219,3219,3219,3220,3220,3220,3220,3220,3221,3221,3221,3222,3222,3222,3222,3222,3222,3223,3223,3223,3223,3223,3224,3225,3225,3226,3227,3227,3227,3227,3228,3228,3228,3228,3228,3228,3228,3229,3230,3230,3230,3230,3230,3230,3231,3231,3231,3231,3231,3231,3231,3232,3232,3232,3232,3232,3232,3232,3232,3232,3232,3232,3232,3233,3233,3233,3234,3234,3234,3234,3235,3235,3235,3235,3235,3236,3236,3238,3240,3241,3241,3241,3241,3241,3241,3241,3241,3241,3241,3241,3241,3242,3245,3251,3255,3259,3267,3273,3275,3284,3285,3293,3294,3298,3300,3301,3307,3310,3320,3339,3364,3390,3415,3438,3454,3493,3545,3613,3681,3758,3804,3890,3963,4072,4211,4384,4543,4678,4805,5035,5239,5519,5727,6147,6328,6566,6868,7100,7329,7507,7649,7762,7860,7983,8094,8179,8256,8309,8382,8427,8481,8542,8572,8602,8629,8662,8674,8705,8742,8769,8818,8854,8887,8915,8953,8990,9017,9051,9074,9110,9148,9171,9207,9222,9246,9259,9276,9288,9313,9348,9378,9409,9438,9463,9497,9536,9563,9593,9614,9640,9664,9683,9709,9726,9741,9768,9779,9801,9816,9840,9864,9885,9911,9930,9944,9967,9989,10007,10036,10050,10051,10061,10074,10105,10128,10146,10176,10198,10225,10248,10277,10312,10339,10374,10409,10437,10466,10507,10535,10576,10614,10647,10688,10752,10794,10843,10896,10958,11027,11081,11158,11215,11255,11324,11381,11448,11504,11560,11660,11745,11825,11968,12103,12185,12272,12390,12498,12567,12692,12833,12953,13040,13231,13377,13519,13654,13746,13854,13948,14102,14237,14367,14516,14647,14757,14841,14973,15089,15223,15341,15439,15533,15615,15731,15849,15998,16116,16226,16342,16486,16631,16798,17006,17222,17412,17484,17605,18067,18589,19002,19428,19751,20254,20677,21054,21558,22210,22873,23338,23789,24217,24666,24993,25327,25618,25908,26164,26406,26731,27045,27344,27622,27899,28109,28396,28796,29187,29542,29887,30235,30490,30789,31202,31558,31883,32148,32364,32612,32852,33173,33445,33726,33970,34203,34367,34557,34785,35072,35301,35301,35301,35506,35983,36233,36420,36704,36704,36704,36881,37499,37851,38159,38480,38480,38480,38796,39490,39802,40111,40460,40460,40460,40807,41635,42018,42361,42675,42675,42675,42995,43796,44199,44492,44859,44859,44859,45146,45770,46108,46356,46596,46596,46596,46779,47156,47367,47561,47746,47746,47746,47881,48162,48305,48529,48529,48529,48529,48529,48644,49103,49228,49322,49322,49322,49408,49575,49656,49717,49778,49778,49778,49810,49810,49810,49810,50033,50033,50033,50033,50033,50033,50033,50033,50033,50033,50233,50233,50233,50233,50439,50439,50439,50439,50439,50439,50439,50611,50611,50611,50611,50611,50611,50740,50740,50740,50740,50740,50740,50740,50740,51132,51132,51132,51132,51132,51132,51132,51132,51132,51132,51792,51792,51792,51792,51792,51792,51792,51792,51792,52576,52576,53889,53889,53889,53889,53889,53889,53889,55473,55473,55473,55473,55473,55473,55473,56803,56803,56803,56803,56803,56803,56803,57541,57541,57541,57541,57541,57541,57541,58003,58003,58003,58003,58003,58003,58003,58331,58331,58331,58331,58331,58331,58331,58536,58536,58536,58536,58536,58536,58536,58536,58536,58536,58733,58733,58733,58733,58890,58890,58890,58890,58890,58890,58890,58890,58890,58890,58890,58890,59163,59163,59163,59163,59163,59270,59270,59270,59270,59555,59555,59555,59555,59555,59555,59555,59874,59874,59874,59874,59874,59874,59874,59874,59874,59874,59874,59874,60252,60252,60646,60646,60646,60646,60646,60646,60646,61048,61048,61048,61048,61048,61048,61048,61389,61389,61389,61389,61389,61389,61389,61656,61656,61656,61656,61656,61656,61656,62014,62014,62014,62014,62014,62014,62014,62014,62014,62014,62317,62317,62317,62317,62589,62589,62589,62589,62589,62589,62589,62826,62826,62826,62826,62826,62826,62826,63128,63128,63128,63128,63128,63128,63128,63595,63595,63595,63595,63595,63595,63595,64316,64316,64316,64316,64316,64316,64316,65130,65130,65130,65130,65130,65130,65130,65130,65130,65130,65130,65639,65639,65639,65976,65976,65976,65976,65976,65976,65976,66174,66174,66174,66174,66174,66174,66174,66259,66259,66259,66259,66259,66259,66259,66259,66347,66347,66347,66347,66347,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391,66391 -Montserrat,United Kingdom,16.742498,-62.187366,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,5,5,5,5,5,5,5,5,6,6,6,6,9,9,9,9,9,9,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,15,17,18,18,18,19,19,19,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,22,22,22,22,22,22,22,22,23,23,23,23,23,25,25,25,25,25,25,26,26,26,26,29,29,29,29,29,31,31,31,31,31,31,31,31,31,31,31,31,31,32,32,33,33,33,33,33,33,33,33,33,33,33,34,34,34,34,34,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,45,45,45,45,45,45,45,45,45,45,46,46,50,51,66,66,76,90,100,110,114,114,114,118,118,129,129,139,139,146,148,151,152,155,155,158,161,161,161,162,163,163,163,163,163,163,163,163,163,163,163,163,163,163,163,163,163,163,163,163,163,163,163,163,163,163,163,163,163,163,164,164,164,164,164,164,164,164,164,164,166,166,166,166,166,171,171,174,174,174,174,174,174,174,174,174,175,175,175,175,175,175,175,175,175,175,175,175,176,176,176,176,176,176,176,176,176,176,176,176,177,177,177,183,183,183,207,207,207,216,216,241,273,273,273,371,452,452,493,493,493,653,653,747,747,747,794,794,794,794,861,861,915,915,915,915,958,958,958,975,980,980,980,980,980,1003,1003,1003,1003,1003,1003,1003,1010,1010,1012,1012,1012,1014,1014,1014,1015,1015,1015,1015,1016,1016,1016,1016,1016,1016,1016,1018,1018,1018,1018,1020,1020,1020,1022,1022,1022,1023,1023,1023,1023,1025,1025,1025,1025,1025,1025,1025,1032,1032,1040,1040,1040,1040,1040,1045,1045,1045,1054,1054,1054,1054,1068,1068,1068,1077,1077,1077,1077,1077,1084,1097,1097,1097,1097,1097,1106,1106,1106,1106,1106,1106,1106,1120,1120,1120,1126,1126,1126,1145,1145,1145,1190,1190,1190,1190,1229,1229,1229,1229,1276,1276,1276,1276,1276,1326,1326,1326,1326,1326,1356,1356,1381,1381,1392,1392,1392,1396,1396,1396,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403,1403 -Pitcairn Islands,United Kingdom,-24.3768,-128.3242,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4 -"Saint Helena, Ascension and Tristan da Cunha",United Kingdom,-7.9467,-14.3559,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,31,33,92,95,101,107,111,117,126,144,164,175,188,663,672,672,1521,1521,1521,1521,1521,1521,1521,1656,1656,1656,1783,1826,1826,1826,1826,1826,1826,1973,1973,1973,1973,1973,1973,2007,2013,2013,2013,2013,2013,2013,2032,2032,2032,2032,2032,2032,2032,2045,2045,2045,2045,2045,2045,2045,2045,2115,2115,2115,2115,2115,2115,2115,2159,2159,2159,2159,2159,2159,2159,2159,2159,2162,2162,2162,2162,2162,2162,2162,2162,1806,1806,1806,2162,2162,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166,2166 -Turks and Caicos Islands,United 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-,West Bank and Gaza,31.9522,35.2332,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,7,16,16,19,26,30,30,31,35,38,38,39,41,44,47,48,52,59,59,59,84,91,98,109,116,119,134,161,194,217,237,254,261,263,263,267,268,271,273,284,291,294,307,313,319,329,329,335,336,340,342,342,342,343,344,344,353,353,353,362,371,374,375,375,375,375,375,375,375,375,375,376,381,388,391,398,423,423,423,423,423,429,434,446,446,447,448,449,451,457,464,464,464,472,473,481,485,487,489,489,492,505,514,555,600,675,784,833,1001,1169,1328,1382,1557,1815,1990,2185,2428,2758,3080,3334,3835,4277,4341,4647,5029,5220,5551,5931,6230,6566,6764,7064,7412,7764,8204,8549,8916,9228,9398,9744,10093,10306,10469,10621,10938,11284,11548,11837,12160,12297,12541,12770,13065,13398,13722,13928,14208,14510,14875,15184,15491,15834,16153,16534,16844,17306,17606,17989,18313,18476,18802,19213,19678,20155,20677,21251,21668,22204,22729,23281,23875,24471,25142,25575,26127,26779,27363,27919,28664,29256,29906,30574,31362,32250,33006,33843,34401,35003,35686,36151,36580,37083,37591,37963,38253,38703,39121,39541,39899,40322,40766,41078,41498,41957,42432,42840,43256,43664,43945,44299,44684,45200,45658,46100,46434,46746,47135,47616,48129,48628,49134,49579,49989,50442,50952,51528,51948,52571,53075,53520,54060,54775,55408,56090,56672,57226,57657,58158,58838,59422,60065,60784,61514,62167,63031,63867,64935,66186,67296,68768,70254,71644,73196,75007,76727,78493,80429,81890,83585,85647,88004,90192,92708,94676,96098,98038,99758,101109,102992,104879,106622,108099,109738,111102,113409,115606,117755,119612,121216,122643,123945,125506,127376,129080,130598,131904,133093,134310,135459,136736,138004,139223,140287,141219,142228,143169,144257,145252,146074,146701,147400,148171,148968,149769,150505,151142,151569,152031,152555,153093,153590,154063,154557,155006,155414,155884,156393,156996,157593,158168,158559,158962,159443,159956,160426,161087,161559,162029,162601,163213,163975,164736,165535,166200,166800,167604,168444,169487,170527,171154,171717,172315,173635,174969,176377,177768,179293,180848,181909,183612,185336,187309,189326,191203,193029,194548,196812,198554,200382,202378,203669,205652,207436,209304,211602,213791,215984,218061,219912,221391,223638,225976,228044,230076,232038,233549,234748,236462,238248,240065,242353,244645,246893,248482,251288,253922,256461,259133,262017,264395,265897,268132,270856,272767,274690,276407,278135,279753,280741,282270,284280,286028,287680,289120,290259,290972,292052,293466,294550,295601,296462,296462,297638,298203,298921,299736,300387,300946,301437,301751,302249,302777,303270,303270,303270,303658,303827,304074,304074,304532,304532,304968,305201,305201,305777,306334,306795,306795,307569,307838,308048,308350,308732,309036,309333,309644,309853,310026,310026,310544,310544,311018,311018,311018,311534,311690,311948,312164,312334,312499,312605,312673,312811,313015,313015,313015,313520,313520,313721,313851,313851,314167,314288,314409,314492,314569,314569,314780,314869,314869,315047,315107,315160,315224,315224,315409,315504,315504,315641,315641,315761,315761,315876,315876,315968,315968,316088,316088,316189,316328,316487,316603,316738,316861,317083,317264,317404,317534,317703,317703,317999,317999,318181,318435,319223,319646,320034,320034,321031,321031,322620,323582,324542,325404,326310,327634,329204,330821,332609,334472,335709,337405,339816,342282,344957,347730,350224,351809,353732,356474,359236,361881,364364,366675,368160,369761,372108,374768,377134,379635,381854,382584,384390,386493,388470,390369,392452,394683,395677,396746,398946,400649,402255,403716,405056,405780,406652,408211,409489,439845,440936,441882,441882,441882,443766,444729,445538,446294,447032,447032,447032,448322,449031,449705,449980,450310,450310,450310,451459,451897,452272,452642,452997,452997,452997,453782,454172,454509,454799,455099,455099,455099,455689,455949,456186,456407,456632,456632,456632,457154,457390,457477,457729,457950,457950,457950,458448,458698,458956,459213,459479,459479,459479,460053,460053,460799,461157,461467,461467,461467,462219,462621,462958,463277,463573,463573,463573,464341,464751,465094,465094,465094,465094,465094,466669,467058,467391,467682,467682,467682,467682,468619,469452,469748,469748,469748,469748,469748,469748,471090,471414,471414,471414,471414,471414,472910,473302,473302,474234,474234,474234,474234,476328,477151,478084,479343,480583,480583,480583,484979,488599,492694,500444,504992,504992,504992,524716,535160,546176,556550,556550,556550,556550,578424,586355,594037,600128,600128,600128,600128,613846,618527,622175,625028,627956,627956,627956,633684,636055,638172,640214,640214,640214,640214,645947,647203,648039,649110,649971,649971,649971,651700,652298,652763,652966,653293,653293,653293,653854,654068,654068,654380,654380,654380,654380,654954,654954,654954,655468,655468,655468,655468,655750,655750,655750,655750,655750,655750,655750,656287,656287,656287,656287,656287,656287,656287,656287,656617,656617,656617,656617,656617,656617,656617,656876,656876,656876,6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diff --git a/covid19_deaths_global.csv b/covid19_deaths_global.csv deleted file mode 100644 index b07e2294..00000000 --- a/covid19_deaths_global.csv +++ /dev/null @@ -1,290 +0,0 @@ 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-Australian Capital Territory,Australia,-35.4735,149.0124,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,5,6,8,6,6,8,8,9,9,9,9,9,9,9,9,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,13,13,13,13,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,16,16,16,16,18,19,19,20,20,22,22,22,24,25,25,25,26,26,26,26,26,26,26,27,28,28,29,29,31,31,31,31,31,31,31,31,32,31,32,32,33,33,33,33,33,33,33,34,34,34,34,34,34,34,34,34,34,34,37,37,37,37,38,38,38,38,38,38,38,38,38,38,39,39,39,39,39,39,41,42,42,42,42,43,43,43,44,45,45,46,46,46,47,47,47,47,47,47,47,48,49,50,50,50,50,50,50,50,50,51,52,53,54,54,55,55,55,55,56,58,58,58,58,58,58,58,59,60,60,60,60,60,61,61,61,61,62,62,62,64,64,64,64,64,64,64,66,67,67,68,68,68,68,68,68,68,74,74,74,75,78,78,78,78,78,78,78,78,78,79,80,80,80,80,81,81,81,81,82,82,84,83,84,84,84,84,84,84,84,84,85,86,89,89,89,89,89,90,90,92,92,92,96,97,100,100,101,101,102,106,107,108,109,110,110,110,114,116,116,117,117,117,117,117,124,121,121,123,123,123,123,123,124,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,127,127,127,127,127,127,127,127,127,127,127,127,127,127,128,128,128,128,128,128,128,128,128,128,128,128,128,128,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,130,130,130,130,130,130,135,135,135,135,135,135,135,136,136,136,136,136,136,136,138,138,138,138,138,138,138,138,138,138,138,138,138,138,142,142,142,142,142,142,142,148,148,148,148,148,148,148,148,148,148,148,148,148,148,152,152,152,152,152,152,152,152,157,157,157,157,157,157,157,157,157,157,157,157,157,157,224,224,224,224,224,224,224,224,224,224,224,224,224,228,228,228,228,228,228,228,228 -New South Wales,Australia,-33.8688,151.2093,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,2,2,2,2,2,2,4,5,5,6,6,6,6,7,7,7,7,8,8,8,8,9,10,12,12,16,18,21,21,21,22,23,24,25,25,25,25,26,26,26,26,26,26,31,33,33,34,34,39,40,41,41,42,42,43,44,44,44,44,44,44,44,45,45,45,45,45,46,46,47,47,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,50,50,50,50,50,50,50,50,50,50,50,50,51,51,51,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,54,55,55,56,56,56,56,57,58,58,59,59,59,60,60,62,62,66,65,67,67,68,68,69,69,71,76,77,83,82,83,87,89,91,93,97,102,110,111,114,115,119,122,125,128,128,130,133,135,137,143,147,150,154,161,173,177,180,185,193,201,207,216,224,231,238,240,252,264,276,282,295,299,309,314,320,331,342,351,363,370,385,391,406,416,426,432,439,449,457,468,479,485,493,498,502,508,512,514,524,529,533,540,541,546,548,552,556,557,560,562,564,567,568,572,576,580,584,587,590,591,598,602,605,606,608,608,609,610,612,612,615,618,618,620,621,623,625,625,625,625,625,625,628,628,628,628,629,630,630,632,633,634,634,637,639,639,640,641,641,642,643,643,643,645,647,648,649,649,649,652,653,656,657,663,668,669,673,675,684,689,700,709,725,743,754,775,797,826,846,866,883,919,951,976,1022,1052,1096,1110,1139,1168,1196,1231,1315,1366,1393,1422,1449,1487,1518,1536,1564,1578,1596,1616,1640,1659,1691,1713,1713,1743,1770,1784,1799,1811,1832,1839,1853,1859,1871,1877,1888,1895,1901,1910,1915,1924,1926,1936,1941,1946,1951,1960,1964,1971,1975,1982,1983,1989,1994,1999,2005,2017,2021,2025,2029,2034,2042,2049,2055,2056,2057,2066,2081,2098,2100,2444,2455,2461,2473,2487,2503,2511,2521,2529,2532,2543,2551,2572,2588,2606,2612,2616,2624,2639,2655,2668,2684,2692,2696,2714,2724,2743,2749,2769,2774,2779,2802,2823,2844,2851,2870,2876,2879,2896,2907,2930,2943,2962,2966,2970,2986,3000,3022,3032,3045,3052,3057,3071,3082,3112,3121,3146,3150,3151,3170,3179,3202,3213,3231,3236,3239,3247,3257,3278,3289,3311,3316,3319,3322,3336,3353,3361,3385,3392,3397,3404,3430,3456,3470,3490,3497,3508,3547,3558,3581,3590,3610,3612,3613,3627,3637,3659,3666,3699,3707,3715,3735,3750,3785,3799,3836,3848,3853,3879,3899,3924,3939,3980,3994,4001,4031,4051,4085,4107,4153,4158,4165,4212,4251,4284,4313,4343,4358,4362,4387,4417,4446,4481,4516,4525,4531,4555,4581,4624,4646,4680,4696,4700,4731,4745,4774,4796,4816,4821,4825,4862,4884,4907,4928,4946,4952,4954,4980,5001,5026,5046,5046,5046,5046,5046,5046,5046,5163,5163,5163,5163,5163,5163,5163,5232,5232,5232,5232,5232,5232,5232,5314,5314,5314,5314,5314,5314,5314,5355,5355,5355,5355,5355,5355,5355,5392,5392,5392,5392,5392,5392,5392,5414,5414,5414,5414,5414,5414,5414,5430,5430,5430,5430,5430,5430,5430,5454,5454,5454,5454,5454,5454,5454,5476,5476,5476,5476,5476,5476,5476,5515,5515,5515,5515,5515,5515,5515,5540,5540,5540,5540,5540,5540,5540,5572,5572,5572,5572,5572,5572,5572,5620,5620,5620,5620,5620,5620,5620,5694,5694,5694,5694,5694,5694,5694,5772,5772,5772,5772,5772,5772,5772,5804,5804,5804,5804,5804,5804,5804,5881,5881,5881,5881,5881,5881,5881,5993,5993,5993,5993,5993,5993,5993,6124,6124,6124,6124,6124,6124,6124,6218,6218,6218,6218,6218,6218,6218,6304,6304,6304,6304,6304,6304,6304,6366,6366,6366,6366,6366,6366,6366,6417,6417,6417,6417,6417,6417,6417,6464,6464,6464,6464,6464,6464,6464,6493,6493,6493,6493,6493,6493,6493,6529 -Northern Territory,Australia,-12.4634,130.8456,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,3,2,2,2,2,2,3,2,4,4,4,5,5,5,5,7,7,10,10,10,11,13,13,14,14,15,16,16,16,19,21,22,22,22,24,26,27,28,29,29,30,30,31,33,31,31,31,31,31,31,31,31,31,31,32,32,33,33,33,33,33,33,33,34,35,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,37,37,38,37,39,39,40,40,40,40,42,43,43,43,43,43,43,43,44,45,45,45,45,45,46,46,46,46,46,46,46,46,47,47,47,47,47,47,47,49,49,49,49,49,49,51,51,51,51,51,51,51,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,52,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,54,54,54,54,54,54,54,54,54,54,54,55,55,55,55,55,55,55,56,56,56,56,56,57,57,57,58,59,59,59,59,59,59,60,63,62,62,62,62,62,62,68,68,68,68,68,68,68,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,71,71,71,71,71,71,71,71,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,73,74,74,74,74,74,74,74,74,75,75,75,75,75,75,77,77,77,77,77,77,77,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,79,81,81,81,81,81,81,81,83,83,83,83,83,83,83,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,91 -Queensland,Australia,-27.4698,153.0251,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,2,2,4,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,10,10,11,11,17,20,20,29,29,52,63,72,85,85,105,105,129,138,153,153,183,196,199,209,225,234,247,268,277,296,308,332,340,354,367,371,377,387,399,438,446,456,458,463,468,505,513,520,528,529,530,540,564,570,577,589,591,592,597,610,615,623,629,632,634,644,652,662,673,683,683,685,694,700,706,709,717,718,718,727,732,737,740,746,746,747,755,756,763,772,774,775,775,781,791,795,797,798,798,802,802,808,823,828,835,838,840,841,850,857,863,863,868,868,868,876,887,898,903,905,905,908,918,921,933,938,940,940,952,959,961,970,979,979,980,998,1008,1027,1027,1037,1039,1040,1051,1057,1057,1073,1084,1084,1085,1087,1101,1110,1111,1118,1119,1120,1126,1139,1152,1163,1171,1171,1171,1175,1181,1186,1192,1197,1199,1199,1199,1238,1248,1254,1270,1270,1270,1281,1285,1302,1315,1323,1323,1323,1338,1350,1368,1388,1410,1410,1409,1427,1442,1452,1462,1470,1470,1470,1491,1510,1537,1554,1567,1567,1567,1590,1596,1627,1635,1653,1653,1653,1677,1712,1723,1741,1757,1757,1757,1774,1791,1811,1825,1845,1845,1845,1871,1900,1900,1919,1937,1937,1937,1955,1969,1985,1986,1986,1986,1988,2003,2027,2027,2048,2048,2048,2054,2054,2054,2054,2054,2125,2125,2125,2125,2125,2125,2162,2162,2162,2162,2162,2162,2162,2239,2239,2239,2239,2239,2239,2239,2229,2215,2215,2215,2215,2215,2215,2215,2236,2236,2236,2236,2236,2236,2236,2256,2256,2256,2256,2256,2256,2274,2274,2274,2274,2274,2274,2274,2288,2288,2288,2288,2288,2288,2288,2303,2303,2303,2303,2303,2303,2303,2317,2317,2317,2317,2317,2317,2317,2317,2331,2331,2331,2331,2331,2331,2331,2346,2346,2346,2346,2346,2346,2361,2361,2361,2361,2361,2361,2361,2394,2394,2394,2394,2394,2394,2394,2405,2405,2405,2405,2405,2405,2405,2405,2405,2405,2405,2405,2405,2405,2449,2449,2449,2449,2449,2449,2449,2526,2526,2526,2526,2526,2526,2526,2526,2574,2574,2574,2574,2574,2574,2643,2643,2643,2643,2643,2643,2643,2677,2677,2677,2677,2677,2677,2677,2710,2710,2710,2710,2710,2710,2710,2734,2734,2734,2734,2734,2734,2734,2760,2760,2760,2760,2760,2760,2760,2783,2783,2783,2783,2783,2783,2783,2783 -South Australia,Australia,-34.9285,138.6007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,3,3,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,6,6,6,8,8,8,8,10,8,15,16,19,26,30,30,36,42,42,42,50,47,58,67,67,69,74,74,87,100,110,111,117,120,121,122,125,125,127,133,137,139,139,148,148,151,154,154,158,164,164,164,166,166,169,169,169,174,174,174,177,179,179,186,188,188,190,190,212,212,219,219,221,222,222,225,225,225,228,231,231,234,238,238,242,246,246,253,256,256,257,259,259,261,263,264,268,270,273,279,280,281,281,287,289,290,297,298,298,298,301,303,306,310,310,314,325,332,332,339,342,346,348,351,354,354,370,371,371,371,375,378,386,393,393,396,401,403,405,411,415,419,424,426,426,440,441,442,443,443,443,443,443,444,446,451,455,455,458,463,463,463,465,475,475,476,476,485,490,496,496,496,503,514,518,520,524,525,525,531,530,530,530,533,533,539,540,540,545,546,546,546,552,552,556,558,559,559,568,569,571,574,596,603,610,613,614,614,632,636,653,661,665,674,679,679,688,691,699,712,712,719,723,723,732,745,745,753,754,754,759,771,773,778,779,777,786,786,776,774,777,777,778,779,779,782,778,787,787,787,788,796,796,798,860,860,860,860,860,860,860,907,907,907,907,907,907,929,929,929,929,929,929,929,946,946,946,946,946,946,946,1027,1027,1027,1027,1027,1027,1027,1027,1027,1027,1027,1027,1027,1027,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1029,1061,1061,1061,1061,1061,1061,1061,1061,1058,1058,1058,1058,1058,1060,1060,1060,1060,1060,1060,1060,1060,1067,1067,1067,1067,1067,1067,1078,1078,1078,1078,1078,1078,1078,1109,1109,1109,1109,1109,1109,1109,1126,1126,1126,1126,1126,1126,1126,1144,1144,1144,1144,1144,1144,1144,1155,1155,1155,1155,1155,1155,1155,1170,1170,1170,1170,1170,1170,1170,1203,1203,1203,1203,1203,1203,1203,1224,1224,1224,1224,1224,1224,1224,1235,1235,1235,1235,1235,1235,1235,1244,1244,1244,1244,1244,1244,1244,1333,1333,1333,1333,1333,1333,1333,1333,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1322,1365 -Tasmania,Australia,-42.8821,147.3272,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,3,3,4,4,5,5,6,6,6,7,7,7,7,7,7,8,9,10,11,11,11,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,14,15,15,15,16,17,17,17,17,18,18,18,18,19,19,19,20,20,20,22,23,23,23,23,23,23,23,23,23,24,24,24,24,24,24,25,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,28,28,29,29,29,29,29,30,31,31,31,31,31,31,31,32,32,33,33,34,34,36,39,41,42,42,43,43,43,43,44,46,47,47,47,48,49,49,50,50,51,54,55,56,56,56,58,59,59,60,60,61,63,63,64,65,66,67,69,69,69,70,71,71,71,71,71,71,72,73,74,76,77,77,78,79,79,79,79,80,80,80,80,80,81,81,82,84,85,85,85,85,86,88,89,89,89,89,89,90,92,92,94,94,94,96,97,97,100,100,101,101,102,104,105,106,108,109,109,113,116,118,118,123,125,127,129,133,137,137,137,138,141,142,145,149,151,152,156,156,159,160,161,162,166,167,167,169,170,172,174,175,175,176,176,176,177,177,177,177,177,177,180,180,180,181,181,181,182,182,182,182,182,182,182,182,182,182,182,185,185,185,185,185,185,185,186,186,186,186,186,186,186,187,187,187,187,187,187,187,188,188,188,188,188,188,188,189,189,189,189,189,189,189,192,192,192,192,192,192,192,193,193,193,193,193,193,193,198,198,198,198,198,198,198,199,199,199,199,199,199,199,201,201,201,201,201,201,201,201,201,201,201,201,201,201,206,206,206,206,206,206,206,209,209,209,209,209,209,209,216,216,216,216,216,216,216,222,222,222,222,222,222,222,224,224,224,224,224,224,229,229,229,229,229,229,229,229,237,237,237,237,237,237,240,240,240,240,240,240,240,244,244,244,244,244,244,244,247,247,247,247,247,247,247,247,247,247,247,247,247,247,247,250,250,250,250,250,250,250,252,252,252,252,252,252,252,253,253,253,253,253,253,256 -Victoria,Australia,-37.8136,144.9631,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,3,4,4,4,4,5,7,8,8,10,11,12,12,13,14,14,14,14,14,14,14,14,14,14,14,14,16,16,16,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,20,20,20,20,20,20,20,20,20,20,20,20,22,22,22,22,22,23,24,24,24,27,29,32,34,38,39,42,44,49,55,61,71,77,83,92,105,112,116,123,136,147,162,170,181,193,210,228,246,267,275,289,293,309,334,351,363,376,385,398,415,430,438,462,485,496,513,524,565,570,576,591,650,661,666,675,683,694,701,710,716,723,729,729,737,745,750,757,761,763,766,771,773,781,782,784,787,794,798,800,802,805,806,806,807,809,809,809,809,810,810,811,816,816,816,816,816,817,817,817,817,817,817,817,817,817,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,819,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,820,822,822,823,823,823,823,823,823,823,824,824,824,824,826,828,828,829,830,831,832,833,836,840,841,842,844,845,849,856,861,864,866,869,873,877,888,890,895,900,905,913,921,934,945,951,957,964,970,981,993,1005,1021,1030,1041,1048,1052,1065,1090,1100,1111,1123,1125,1134,1142,1151,1161,1168,1177,1182,1192,1206,1209,1218,1222,1226,1231,1239,1248,1260,1268,1273,1277,1280,1298,1301,1306,1313,1318,1322,1325,1331,1336,1346,1357,1366,1372,1378,1385,1390,1399,1401,1414,1416,1418,1424,1427,1436,1443,1450,1454,1454,1460,1466,1476,1484,1490,1492,1495,1499,1504,1517,1525,1534,1537,1540,1542,1553,1559,1565,1574,1578,1580,1593,1614,1639,1657,1680,1694,1695,1717,1735,1751,1766,1791,1805,1814,1836,1866,1900,1939,1970,1990,1996,2029,2054,2088,2124,2165,2171,2178,2198,2219,2235,2248,2266,2284,2286,2306,2324,2333,2347,2367,2376,2379,2393,2409,2426,2437,2452,2469,2472,2490,2518,2540,2566,2590,2594,2596,2602,2611,2619,2629,2640,2644,2645,2649,2657,2664,2673,2675,2675,2675,2682,2693,2704,2713,2722,2727,2727,2732,2739,2743,2749,2752,2754,2755,2763,2766,2770,2774,2781,2782,2783,2795,2809,2823,2830,2838,2840,2839,2845,2862,2871,2887,2900,2889,2891,2902,2932,2942,2948,2967,2967,2949,2987,2998,3012,3021,3030,3034,3034,3052,3069,3083,3101,3123,3133,3138,3158,3180,3194,3216,3237,3247,3252,3268,3285,3351,3359,3381,3397,3400,3418,3434,3441,3464,3480,3496,3510,3522,3547,3569,3588,3611,3627,3630,3645,3663,3685,3702,3731,3750,3750,3778,3802,3811,3831,3855,3870,3871,3882,3882,3922,3934,3947,3969,3993,4009,4032,4045,4053,4073,4075,4075,4091,4111,4131,4148,4156,4172,4190,4215,4243,4280,4305,4349,4361,4361,4401,4433,4470,4577,4638,4659,4662,4674,4680,4689,4723,4747,4750,4751,4795,4846,4844,4894,4916,4940,4955,4975,4990,5036,5063,5093,5111,5117,5140,5150,5150,5214,5252,5261,5265,5282,5308,5325,5342,5351,5359,5363,5388,5399,5423,5464,5464,5469,5469,5494,5495,5495,5530,5534,5544,5549,5569,5573,5606,5572,5572,5572,5575,5597,5610,5631,5631,5678,5678,5678,5685,5691,5706,5664,5717,5717,5717,5731,5737,5747,5751,5758,5758,5758,5770,5773,5779,5784,5800,5800,5800,5811,5817,5820,5833,5836,5836,5836,5841,5841,5854,5856,5866,5866,5866,5872,5888,5897,5896,5907,5907,5907,5918,5928,5936,5942,5944,5944,5944,5971,5978,5990,5999,6003,6003,6003,6022,6027,6040,6047,6067,6067,6067,6087,6107,6127,6132,6153,6153,6153,6173,6183,6203,6216,6235,6235,6235,6255,6277,6299,6316,6338,6338,6338,6338,6338,6362,6382,6405,6405,6405,6405,6435,6465,6490,6490,6490,6506,6535,6566,6597,6639,6638,6638,6638,6638,6638,6638,6794,6794,6794,6794,6794,6794,6794,7116,7116,7116,7116,7116,7116,7116,7186,7181,7181,7181,7181,7181,7181,7232,7232,7232,7232,7232,7232,7232,7286,7286,7286,7286,7286,7286,7286,7317,7317,7317,7317,7317,7317,7317,7338,7338,7338,7338,7338,7338,7338,7370 -Western Australia,Australia,-31.9505,115.8605,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,3,4,4,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,12,12,12,12,12,12,13,12,13,14,16,16,20,19,21,22,23,23,32,34,38,38,43,47,50,52,53,56,56,56,72,75,77,80,80,82,85,87,89,90,90,105,105,105,105,107,112,113,113,117,125,135,142,142,148,148,148,148,151,157,157,163,164,164,164,173,176,181,183,186,187,201,204,210,215,215,216,216,222,223,224,236,243,248,252,256,255,263,269,279,284,285,287,295,300,306,309,311,313,319,322,336,337,338,352,354,359,360,368,367,369,372,377,381,385,392,394,397,397,397,398,400,408,411,422,421,423,426,432,430,441,443,443,445,448,450,452,454,456,465,469,473,479,485,488,497,503,504,509,513,515,524,525,535,535,535,538,545,548,551,551,553,554,558,563,568,575,575,575,573,574,574,578,584,585,587,588,589,590,590,607,607,609,609,614,626,626,626,626,626,626,626,626,640,640,640,639,639,639,639,648,648,648,648,648,648,648,658,658,658,658,658,658,658,669,668,668,668,668,668,668,674,674,674,674,674,674,674,677,677,677,677,677,677,677,677,696,696,696,696,696,696,696,714,714,714,714,714,714,714,720,720,720,720,720,720,735,735,735,735,735,735,735,750,750,750,750,750,750,750,764,764,764,764,764,764,764,792,792,792,792,792,792,792,792,807,807,807,807,807,807,841,837,837,837,837,837,837,837,837,837,837,837,837,837,837,856,856,856,856,856,856,856,880,880,880,880,880,880,880,901,901,901,901,901,901,901,920,920,920,920,920,920,931,931,931,931,931,931,931,931,938,938,938,938,938,938,938,942,942,942,942,942,942,944,944,944,944,944,944,944,952,952,952,952,952,952,952,952 -,Austria,47.5162,14.5501,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,3,5,7,12,15,20,26,34,46,56,65,81,101,120,134,155,174,185,205,223,243,265,296,325,342,364,387,404,416,437,450,466,489,502,520,537,546,564,576,584,592,606,615,621,635,642,649,653,657,666,670,673,680,683,688,695,698,701,702,705,709,709,710,712,716,717,721,724,728,729,730,732,736,737,739,741,741,745,746,749,752,756,758,759,760,763,765,767,768,770,771,776,782,785,786,786,788,791,793,796,798,802,804,805,808,810,811,811,812,815,816,819,819,820,820,820,821,821,824,826,828,829,830,831,831,831,836,839,839,840,842,842,844,844,847,847,848,852,856,859,861,863,863,864,866,870,872,873,873,875,877,880,881,882,883,884,886,888,890,893,895,897,902,902,902,902,903,903,903,906,908,910,911,916,917,919,919,920,921,925,929,933,934,935,936,941,946,950,953,958,962,965,970,976,981,986,992,994,1000,1003,1011,1017,1022,1032,1042,1053,1061,1072,1081,1089,1103,1113,1120,1128,1135,1145,1161,1170,1185,1198,1218,1237,1257,1273,1296,1322,1353,1388,1431,1472,1524,1557,1598,1654,1719,1780,1826,1901,1956,2036,2108,2199,2298,2397,2493,2578,2682,2787,2882,2999,3126,3244,3348,3470,3575,3698,3818,3948,4084,4205,4340,4484,4622,4767,4906,5029,5135,5267,5384,5517,5639,5778,5883,5987,6105,6202,6307,6415,6511,6607,6698,6787,6901,7000,7086,7156,7250,7314,7403,7486,7564,7637,7706,7775,7832,7907,7968,8037,8109,8161,8209,8269,8338,8410,8474,8535,8598,8668,8720,8785,8842,8887,8951,9003,9074,9126,9178,9236,9287,9337,9393,9438,9496,9547,9606,9642,9680,9716,9755,9795,9832,9872,9915,9952,9986,10021,10052,10086,10114,10152,10182,10205,10239,10271,10307,10343,10379,10407,10432,10464,10496,10519,10549,10576,10600,10630,10664,10687,10711,10743,10773,10808,10840,10873,10903,10938,10971,11011,11041,11084,11114,11150,11189,11211,11239,11276,11304,11333,11367,11404,11437,11475,11511,11553,11591,11638,11670,11695,11745,11781,11817,11851,11890,11925,11958,11998,12031,12065,12104,12132,12162,12208,12233,12267,12285,12313,12332,12361,12385,12416,12443,12461,12492,12523,12547,12574,12594,12617,12640,12656,12681,12697,12710,12736,12747,12759,12774,12786,12798,12813,12816,12824,12838,12847,12859,12866,12876,12889,12900,12913,12922,12931,12938,12949,12959,12964,12969,12974,12980,12985,12989,12995,12999,13007,13012,13016,13020,13024,13027,13030,13037,13043,13049,13054,13055,13061,13064,13064,13067,13068,13070,13075,13078,13079,13085,13089,13091,13091,13094,13096,13098,13100,13102,13102,13103,13106,13110,13110,13113,13114,13115,13118,13119,13120,13121,13126,13127,13130,13132,13133,13133,13135,13138,13142,13145,13147,13150,13153,13158,13161,13162,13164,13166,13169,13169,13171,13174,13179,13180,13180,13180,13182,13185,13187,13190,13192,13198,13200,13206,13209,13215,13224,13227,13230,13234,13238,13246,13252,13261,13270,13274,13282,13290,13300,13311,13318,13321,13330,13345,13357,13368,13379,13386,13405,13417,13426,13437,13447,13456,13470,13481,13489,13506,13514,13523,13532,13547,13558,13566,13582,13590,13601,13609,13621,13631,13643,13662,13673,13684,13696,13717,13737,13748,13761,13775,13791,13809,13826,13849,13861,13886,13915,13932,13946,13973,13991,14014,14038,14074,14103,14138,14170,14199,14234,14273,14304,14367,14426,14486,14534,14581,14633,14692,14746,14812,14860,14929,14995,15060,15121,15195,15275,15334,15405,15485,15536,15611,15688,15758,15828,15887,15952,16022,16085,16144,16201,16252,16293,16342,16394,16430,16471,16506,16536,16573,16606,16637,16660,16684,16703,16724,16748,16774,16799,16815,16845,16859,16867,16879,16900,16912,16922,16931,16945,16953,16966,16978,16988,16997,17006,17018,17026,17037,17045,17053,17065,17073,17089,17100,17116,17129,17144,17154,17172,17192,17207,17223,17236,17252,17273,17297,17314,17339,17358,17384,17400,17419,17447,17479,17511,17534,17570,17601,17626,17656,17676,17704,17727,17756,17786,17811,17844,17881,17911,17940,17971,18010,18041,18074,18107,18139,18162,18195,18221,18246,18271,18300,18328,18355,18384,18418,18445,18484,18525,18559,18595,18634,18669,18718,18759,18805,18845,18878,18914,18952,19001,19045,19095,19124,19164,19191,19226,19264,19295,19322,19352,19378,19407,19440,19464,19480,19501,19523,19543,19559,19577,19591,19617,19640,19657,19669,19684,19698,19713,19726,19735,19741,19752,19765,19777,19786,19791,19795,19798,19813,19816,19816,19821,19826,19827,19827,19832,19840,19848,19855,19855,19855,19865,19874,19876,19887,19895,19895,19895,19921,19927,19931,19937,19938,19938,19938,19946,19950,19953,19960,19963,19963,19963,19969,19973,19975,19983,19984,19984,19984,19993,19998,20010,20011,20015,20015,20015,20023,20029,20037,20048,20057,20057,20057,20068,20070,20082,20093,20099,20099,20099,20120,20135,20152,20156,20163,20163,20163,20176,20183,20198,20217,20226,20226,20226,20254,20263,20278,20310,20317,20317,20317,20317,20366,20390,20396,20411,20411,20411,20435,20441,20460,20472,20485,20485,20485,20507,20509,20512,20530,20546,20546,20546,20573,20578,20593,20604,20613,20613,20613,20613,20628,20639,20648,20659,20659,20659,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-,Barbados,13.1939,-59.5432,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,3,3,3,4,4,4,4,4,5,5,5,5,5,5,5,5,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,9,9,9,9,9,10,10,11,11,12,12,14,14,14,14,15,17,18,18,18,20,20,20,21,23,23,24,25,28,29,30,31,31,31,31,32,32,33,33,33,36,36,37,37,37,37,37,37,37,37,37,37,37,37,38,39,39,39,39,39,39,40,40,40,40,41,41,41,41,42,42,42,42,43,43,43,43,43,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,45,45,45,45,45,45,45,45,46,46,46,46,46,46,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,49,49,50,51,51,51,51,51,51,51,51,51,51,52,52,52,52,53,54,57,57,58,59,59,62,63,64,64,67,68,69,69,74,78,79,79,81,84,85,86,88,90,94,98,101,103,108,109,114,119,119,120,123,124,126,128,130,139,143,149,151,151,152,153,156,158,164,167,170,172,180,181,183,187,189,191,191,193,194,199,204,205,206,206,210,211,213,215,218,223,223,223,228,229,231,233,234,234,238,240,240,244,246,249,251,251,253,253,254,255,256,256,256,256,256,256,259,260,260,260,260,260,260,260,260,262,262,262,263,263,264,265,266,266,266,266,267,269,269,269,269,269,271,271,273,274,274,275,276,277,277,277,277,278,279,280,281,282,283,286,286,286,286,288,289,291,291,295,299,299,302,305,307,307,308,310,311,311,311,312,312,313,315,316,316,316,316,316,319,319,322,323,323,323,323,324,325,326,326,326,326,326,327,329,329,329,329,329,330,330,330,331,331,331,374,375,375,375,375,375,376,377,377,379,379,379,379,379,381,381,383,383,386,386,386,386,388,389,389,390,390,390,390,392,394,395,398,399,399,402,403,405,406,430,430,430,432,432,433,433,434,434,435,435,436,436,440,440,443,444,444,444,444,446,446,450,461,462,462,462,462,463,463,466,467,467,467,467,468,468,471,471,471,471,472,472,472,472,472,473,473,473,473,473,476,477,477,477,477,477,477,477,478,478,478,478,478,478,479,479,479,479,479,479,480,480,480,482,482,484,484,484,489,491,492,493,493,495,495,495,496,498,499,501,501,505,514,514,515,516,516,519,525,525,529,529,530,530,532,532,537,537,537,539,539,539,541,542,544,544,544,544,544,546,553,556,556,556,556,556,558,559,559,559,559,559,559,559,559,559,559,559,559,559,559,559,559,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,560,564,564,564,564,564,564,564,564,564,564,564,564,564,564,564,567,567,567,567,567,567,567,567,567,567,567,567,567,568,568,568,568,568,568,568,568,568,568,568,568,568,568,568,568,568,568,568,568,568,568,568,568,568,568,568,569,569,569,569,569,569,569,569,569,569,569,569,569,569,569,571,571,571,571,571,571,571,571,571,571,571,571,571,571,573,573,573,573,573,573,573,573,573,573,573,573,573,573,575,575,575,575,575,575,575,575,575,575,575,575,575,575,575,575,579 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Herzegovina,43.9159,17.6791,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,3,3,3,4,5,6,10,13,13,16,17,21,23,29,33,34,35,36,37,39,39,40,41,43,46,47,48,49,51,53,54,55,57,59,60,63,65,69,70,72,77,78,79,86,90,98,102,107,113,117,120,122,128,129,133,133,134,136,140,141,141,144,146,149,151,153,153,153,153,154,157,157,159,159,159,159,160,160,161,161,163,163,163,165,168,168,168,169,169,169,171,172,173,175,178,178,178,184,186,188,189,191,191,191,199,207,209,214,216,219,221,226,226,235,240,245,246,249,255,264,268,274,280,280,280,294,297,316,328,339,339,352,362,373,379,384,394,394,394,425,447,453,458,469,471,471,486,495,507,515,526,532,532,547,560,571,582,591,594,598,609,620,627,636,639,651,655,664,669,675,680,686,690,696,705,725,736,747,752,758,763,770,778,790,802,808,820,822,829,843,856,861,871,871,879,888,903,908,913,926,927,928,936,947,958,972,980,981,984,997,1017,1031,1051,1065,1075,1086,1104,1125,1161,1182,1212,1234,1248,1280,1317,1358,1402,1457,1490,1510,1583,1629,1701,1750,1808,1857,1889,1973,2042,2089,2153,2209,2246,2276,2342,2394,2429,2480,2542,2576,2620,2681,2727,2773,2812,2865,2922,2952,3012,3081,3151,3199,3250,3298,3336,3391,3457,3511,3549,3583,3625,3625,3706,3792,3838,3878,3901,3923,3953,3942,4024,4050,4050,4086,4086,4131,4131,4211,4211,4211,4285,4305,4330,4330,4373,4399,4411,4411,4411,4411,4486,4509,4521,4536,4555,4555,4555,4593,4621,4643,4659,4679,4679,4679,4724,4737,4745,4745,4775,4775,4775,4813,4834,4853,4868,4881,4881,4881,4916,4935,4949,4962,4979,4979,4979,5016,5034,5051,5062,5071,5071,5071,5071,5145,5174,5200,5228,5228,5228,5297,5345,5382,5410,5446,5446,5446,5584,5637,5672,5729,5773,5773,5773,5938,6005,6067,6144,6220,6220,6220,6427,6519,6599,6675,6763,6763,6763,6953,7052,7132,7216,7298,7298,7298,7487,7487,7642,7702,7788,7788,7788,7938,8025,8082,8164,8203,8203,8203,8350,8418,8464,8512,8551,8551,8551,8551,8713,8736,8762,8790,8790,8790,8862,8912,8943,8958,8981,8981,8981,9051,9070,9086,9096,9108,9108,9108,9150,9168,9184,9194,9211,9211,9211,9253,9270,9303,9332,9374,9374,9374,9411,9460,9467,9473,9479,9479,9479,9495,9534,9608,9626,9630,9630,9630,9643,9648,9651,9653,9655,9655,9655,9658,9663,9665,9667,9667,9667,9667,9667,9667,9667,9667,9667,9656,9656,9662,9663,9664,9665,9666,9666,9666,9669,9669,9671,9673,9675,9675,9675,9677,9686,9686,9686,9687,9687,9687,9689,9689,9689,9689,9691,9691,9691,9694,9694,9694,9698,9701,9701,9701,9711,9716,9718,9721,9722,9722,9722,9740,9750,9758,9770,9785,9785,9785,9792,9803,9815,9847,9862,9862,9862,9906,9919,9951,9976,9995,9995,9995,10065,10099,10131,10161,10203,10203,10203,10287,10317,10353,10379,10422,10422,10422,10508,10542,10574,10606,10635,10635,10635,10726,10773,10802,10833,10863,10863,10863,10965,11009,11046,11078,11110,11110,11110,11201,11228,11253,11283,11322,11322,11322,11397,11423,11450,11477,11495,11495,11495,11607,11654,11685,11717,11717,11717,11717,11840,11869,11891,11922,11962,11962,11962,12075,12113,12153,12180,12219,12219,12219,12309,12338,12386,12412,12456,12456,12456,12555,12586,12628,12658,12687,12687,12687,12780,12814,12854,12882,12918,12918,12918,12999,13028,13064,13091,13121,13121,13121,13188,13204,13224,13243,13269,13269,13269,13325,13365,13397,13428,13442,13442,13442,13442,13517,13547,13568,13568,13568,13568,13645,13673,13696,13722,13741,13741,13741,13841,13888,13912,13951,13984,13984,13984,14085,14136,14185,14243,14310,14310,14310,14447,14498,14555,14603,14672,14672,14672,14800,14856,14897,14938,14984,14984,14984,15096,15127,15162,15232,15263,15263,15263,15327,15362,15380,15392,15411,15411,15411,15459,15470,15484,15505,15519,15519,15519,15575,15590,15599,15610,15614,15614,15614,15635,15641,15651,15661,15664,15664,15664,15677,15685,15691,15695,15702,15702,15702,15706,15708,15710,15713,15718,15718,15718,15724,15727,15728,15728,15732,15732,15732,15740,15742,15744,15748,15749,15749,15749,15749,15752,15753,15753,15756,15756,15756,15762,15764,15764,15764,15765,15765,15765,15765,15766,15768,15768,15768,15768,15768,15768,15773,15775,15775,15778,15778,15778,15781,15783,15783,15783,15783,15783,15783,15785,15786,15786,15787,15787,15787,15787,15787,15788,15788,15788,15788,15788,15788,15791,15791,15791,15792,15793,15793,15793,15793,15795,15796,15796,15796,15796,15796,15797,15797,15798,15799,15799,15799,15799,15803,15805,15805,15806,15806,15806,15806,15807,15808,15808,15809,15809,15809,15809,15810,15810,15812,15814,15817,15817,15817,15819,15824,15825,15825,15828,15828,15828,15839,15841,15851,15851,15853,15853,15853,15862,15868,15883,15888,15902,15902,15902,15923,15930,15933,15939,15942,15942,15942,15956,15965,15971,15973,15980,15980,15980,15996,16004,16012,16021,16026,16026,16026,16041,16049,16050,16057,16062,16062,16062,16074,16074,16086,16086,16090,16090,16090,16100,16102,16104,16106,16108,16108,16108,16108,16114,16116,16116,16119,16119,16119,16131,16131,16135,16136,16137,16137,16137,16138,16138,16138,16150,16151,16151,16151,16154,16155,16156,16156,16156,16156,16156,16160,16160,16161,16164,16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-,Bulgaria,42.7339,25.4858,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,2,2,2,3,3,3,3,3,3,3,3,3,7,8,8,8,10,10,14,17,20,22,23,24,24,25,28,29,32,35,36,38,41,41,42,43,45,49,52,54,55,56,58,58,64,66,68,72,73,78,80,84,84,86,90,91,93,95,96,99,102,105,108,110,112,116,120,125,126,130,130,130,133,134,136,139,140,140,144,146,147,159,160,160,164,167,167,168,172,172,174,176,181,184,190,193,199,199,207,208,209,211,215,216,219,223,230,232,232,239,241,246,250,254,259,262,267,267,268,276,283,289,293,297,299,300,308,313,321,329,337,338,340,347,355,368,374,383,385,388,404,415,424,435,442,445,447,459,471,482,482,492,495,498,512,519,527,532,539,539,545,563,572,586,594,603,605,613,629,642,648,658,665,671,676,677,692,702,706,713,717,720,729,736,739,749,753,755,761,765,767,779,785,789,789,796,807,813,825,825,838,841,844,854,862,873,880,887,891,892,915,923,929,944,958,968,986,1008,1019,1048,1064,1077,1084,1094,1136,1161,1197,1225,1254,1279,1298,1349,1412,1466,1518,1576,1632,1665,1771,1851,1898,1970,2055,2091,2130,2282,2413,2530,2649,2778,2820,2880,3069,3226,3367,3529,3680,3749,3814,4035,4188,4347,4503,4650,4729,4797,5010,5156,5283,5405,5562,5626,5688,5838,6005,6196,6339,6496,6551,6609,6765,6879,6978,7023,7073,7123,7164,7251,7405,7515,7576,7604,7644,7678,7835,7902,7961,8017,8078,8097,8126,8232,8279,8349,8396,8457,8474,8483,8565,8614,8651,8741,8799,8811,8820,8880,8916,8944,8973,9008,9028,9045,9142,9178,9218,9272,9302,9311,9331,9420,9482,9527,9561,9594,9608,9624,9671,9703,9744,9786,9821,9839,9854,9933,9978,10026,10079,10128,10167,10191,10308,10391,10413,10506,10571,10593,10614,10764,10902,10999,11094,11196,11234,11285,11472,11579,11715,11817,11932,11966,12019,12188,12307,12413,12512,12601,12650,12710,12913,13068,13197,13313,13438,13507,13589,13786,13786,14034,14170,14308,14351,14418,14619,14746,14871,14979,15100,15138,15195,15412,15518,15618,15618,15826,15859,15907,16101,16182,16278,16368,16399,16444,16492,16548,16609,16773,16800,16886,16902,16929,17045,17104,17150,17194,17243,17250,17259,17343,17379,17416,17447,17474,17487,17496,17513,17581,17617,17637,17652,17657,17662,17700,17726,17747,17792,17810,17813,17820,17854,17860,17872,17887,17893,17898,17900,17915,17932,17957,17980,17987,17989,17990,18000,18008,18013,18022,18026,18027,18027,18040,18049,18061,18067,18083,18084,18084,18125,18127,18129,18134,18138,18140,18140,18144,18154,18158,18163,18169,18169,18174,18177,18184,18187,18189,18193,18193,18194,18199,18203,18205,18208,18211,18213,18215,18222,18225,18229,18243,18251,18252,18255,18278,18288,18306,18321,18332,18339,18344,18376,18395,18411,18438,18459,18467,18475,18532,18565,18613,18647,18690,18705,18731,18840,18896,18950,19001,19051,19083,19115,19149,19270,19335,19387,19459,19469,19522,19661,19744,19809,19876,19955,19985,20028,20166,20224,20251,20350,20423,20449,20489,20638,20725,20812,20882,20969,20995,21038,21216,21320,21411,21505,21586,21616,21656,21813,21906,22004,22102,22188,22231,22274,22488,22612,22719,22839,22975,23033,23073,23316,23440,23594,23718,23872,23918,23999,24309,24454,24589,24755,24940,25005,25074,25408,25555,25754,25950,26125,26191,26279,26555,26676,26840,26985,27124,27180,27253,27507,27658,27778,27891,27996,28043,28101,28325,28453,28542,28656,28769,28805,28852,29060,29163,29279,29382,29459,29486,29536,29536,29764,29847,29933,30014,30047,30082,30239,30303,30359,30436,30476,30528,30574,30623,30657,30819,30890,30955,30983,31027,31080,31237,31303,31375,31471,31516,31556,31672,31761,31838,31922,32002,32042,32086,32247,32338,32431,32518,32604,32636,32664,32796,32869,32939,33017,33088,33121,33160,33318,33405,33492,33588,33688,33728,33770,33946,34044,34152,34228,34314,34359,34404,34591,34686,34779,34884,34973,34998,35042,35185,35245,35298,35357,35433,35458,35482,35581,35637,35696,35716,35790,35811,35832,35923,35964,35995,36028,36069,36084,36098,36162,36196,36222,36248,36266,36272,36282,36330,36350,36375,36396,36425,36429,36437,36480,36498,36512,36529,36554,36565,36568,36608,36636,36655,36672,36685,36692,36700,36730,36740,36756,36764,36781,36782,36784,36810,36816,36827,36838,36842,36849,36854,36856,36879,36887,36901,36911,36913,36918,36920,36947,36953,36965,36965,36966,36973,36994,37007,37019,37035,37043,37045,37048,37059,37065,37071,37078,37087,37090,37093,37106,37109,37115,37121,37132,37133,37134,37145,37148,37150,37153,37163,37163,37163,37182,37184,37188,37194,37196,37196,37196,37204,37206,37210,37219,37223,37224,37224,37227,37230,37235,37238,37246,37246,37246,37247,37249,37251,37255,37257,37257,37257,37260,37261,37263,37264,37266,37266,37272,37277,37279,37281,37283,37289,37291,37294,37301,37307,37313,37319,37329,37329,37330,37342,37350,37356,37360,37372,37377,37377,37404,37414,37420,37424,37429,37431,37435,37451,37460,37469,37475,37485,37486,37488,37501,37514,37517,37527,37539,37541,37544,37560,37562,37570,37578,37584,37585,37588,37599,37600,37603,37607,37611,37611,37613,37620,37621,37632,37638,37645,37646,37646,37646,37658,37663,37667,37675,37676,37676,3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-,Burkina 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-,Cambodia,11.55,104.9167,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,2,2,3,4,5,5,5,8,8,10,11,11,11,14,16,19,19,21,22,22,24,24,26,30,30,33,35,36,38,39,43,45,49,54,59,61,71,74,79,82,88,91,93,96,103,106,107,110,114,114,114,120,126,131,136,142,147,147,150,154,156,159,164,165,167,176,179,183,190,194,196,203,209,214,220,230,236,242,252,263,266,278,289,300,311,320,335,348,361,368,380,394,414,431,441,459,475,493,509,523,540,556,575,602,628,660,696,720,748,779,798,825,855,881,902,925,953,986,1025,1052,1076,1106,1128,1149,1168,1188,1222,1254,1283,1305,1324,1339,1350,1375,1397,1420,1442,1471,1488,1507,1526,1537,1562,1585,1602,1614,1634,1654,1666,1683,1704,1718,1730,1747,1762,1778,1792,1808,1821,1835,1841,1858,1870,1881,1892,1903,1916,1928,1937,1950,1957,1970,1981,1987,2007,2019,2028,2040,2049,2058,2067,2078,2089,2096,2109,2123,2140,2154,2176,2197,2218,2243,2261,2287,2302,2319,2336,2360,2383,2406,2418,2431,2441,2459,2482,2506,2527,2544,2559,2584,2610,2634,2658,2670,2681,2693,2704,2715,2725,2734,2743,2751,2758,2766,2773,2781,2788,2794,2807,2807,2813,2818,2824,2829,2835,2840,2845,2850,2856,2861,2867,2872,2876,2881,2887,2891,2896,2900,2905,2909,2914,2918,2922,2927,2931,2935,2940,2944,2949,2953,2956,2960,2963,2967,2971,2974,2978,2982,2985,2989,2992,2995,2998,3001,3003,3005,3005,3005,3006,3006,3007,3008,3008,3009,3010,3011,3012,3012,3012,3013,3014,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3015,3017,3020,3022,3023,3026,3027,3032,3032,3032,3032,3032,3033,3038,3040,3041,3042,3043,3043,3044,3045,3046,3047,3047,3048,3049,3049,3049,3050,3051,3052,3052,3052,3054,3054,3054,3054,3054,3054,3054,3054,3054,3054,3054,3054,3055,3055,3055,3055,3055,3055,3055,3055,3055,3055,3055,3055,3055,3055,3055,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056,3056 -,Cameroon,3.848,11.5021,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,6,6,6,6,7,8,9,9,9,9,10,10,12,12,12,12,14,17,22,22,22,42,42,43,43,43,43,53,56,58,58,61,61,61,64,64,64,64,108,108,108,108,114,125,125,136,139,140,140,140,140,140,146,156,159,159,165,165,175,175,175,177,191,191,199,200,200,203,205,212,212,212,212,212,212,212,212,212,276,276,276,276,282,301,303,308,313,313,313,313,313,313,313,313,313,313,313,313,313,313,359,359,359,359,359,359,359,359,359,373,373,373,373,373,382,382,382,385,385,385,391,391,391,391,391,391,391,391,391,391,391,391,395,395,395,398,401,401,401,401,401,403,406,406,408,408,408,408,408,410,410,411,411,411,411,411,414,415,415,415,415,415,415,415,415,415,415,415,415,415,415,415,415,416,416,416,416,416,416,418,418,418,418,418,418,418,418,420,420,420,420,420,420,423,423,423,423,423,423,423,423,423,423,423,424,425,425,425,425,425,425,426,426,426,426,426,426,429,429,429,429,429,429,429,433,433,433,433,433,433,433,433,433,433,433,435,435,435,435,435,436,437,437,437,437,437,437,441,441,441,443,443,443,443,443,443,443,443,443,443,443,445,445,445,445,445,448,448,448,448,448,448,448,448,448,448,448,448,448,448,448,448,448,448,448,448,448,448,448,451,451,451,451,455,455,455,455,455,455,455,462,462,462,462,462,462,462,462,462,462,474,474,474,474,474,474,474,474,474,474,479,479,479,479,479,479,523,523,523,523,523,523,523,551,551,551,551,551,551,551,551,551,551,551,566,566,566,601,601,601,601,601,601,601,601,601,601,601,601,601,601,601,721,721,721,721,721,721,851,851,851,851,851,851,851,919,919,919,919,919,919,919,919,919,939,939,939,939,939,939,991,991,991,991,991,991,1107,1107,1107,1107,1107,1107,1107,1152,1152,1152,1152,1152,1152,1152,1152,1152,1152,1152,1152,1189,1189,1189,1239,1239,1239,1239,1239,1270,1270,1270,1275,1275,1275,1275,1275,1275,1275,1275,1275,1275,1302,1302,1302,1310,1310,1310,1310,1310,1313,1313,1313,1313,1313,1313,1320,1320,1320,1320,1320,1320,1320,1324,1324,1324,1324,1324,1324,1324,1324,1324,1324,1324,1324,1324,1324,1324,1324,1324,1330,1330,1330,1330,1330,1330,1332,1334,1334,1334,1334,1334,1334,1334,1334,1334,1334,1334,1334,1334,1334,1334,1334,1334,1334,1334,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1350,1350,1350,1350,1350,1350,1357,1357,1357,1357,1357,1357,1357,1357,1357,1357,1357,1357,1357,1357,1368,1368,1368,1368,1368,1368,1368,1368,1368,1368,1368,1368,1368,1368,1459,1459,1459,1459,1459,1459,1459,1517,1517,1517,1517,1517,1517,1517,1550,1550,1550,1550,1550,1550,1600,1600,1600,1600,1600,1600,1600,1600,1686,1686,1686,1686,1686,1686,1686,1731,1731,1731,1731,1731,1731,1731,1758,1770,1770,1770,1770,1770,1770,1770,1770,1770,1770,1770,1770,1770,1791,1791,1791,1791,1791,1791,1791,1804,1804,1804,1804,1804,1804,1804,1823,1823,1823,1823,1823,1823,1836,1836,1836,1836,1836,1836,1841,1841,1846,1851,1851,1851,1851,1851,1851,1851,1851,1851,1851,1851,1851,1851,1851,1851,1853,1853,1853,1853,1853,1853,1853,1853,1853,1853,1853,1853,1853,1853,1867,1867,1867,1867,1867,1867,1867,1867,1867,1867,1880,1880,1880,1880,1880,1880,1880,1907,1907,1907,1907,1915,1915,1915,1915,1915,1915,1920,1920,1920,1920,1920,1920,1920,1923,1923,1923,1923,1923,1923,1923,1926,1926,1926,1926,1926,1926,1926,1926,1926,1926,1926,1926,1926,1926,1926,1926,1926,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1927,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1930,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1931,1933,1933,1933,1933,1933,1933,1933,1933,1933,1933,1933,1933,1933,1933,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1935,1960,1960,1960,1960,1960,1960,1960,1960,1960,1960,1960,1960,1960,1960,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965,1965 -Alberta,Canada,53.9333,-116.5765,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,2,2,2,2,2,3,8,9,13,13,18,20,23,24,26,29,32,40,40,46,48,48,48,50,51,51,59,61,66,68,72,73,73,75,80,87,90,92,94,95,104,106,112,114,115,116,117,117,118,120,121,125,126,127,128,128,128,132,134,135,135,138,139,141,143,143,143,143,143,143,145,146,146,146,146,149,151,151,149,149,150,150,151,151,151,152,152,152,152,153,153,153,154,154,154,154,154,154,154,155,155,155,155,155,157,158,161,161,160,160,161,163,163,165,167,167,167,170,172,172,176,178,178,178,186,187,190,195,196,196,196,196,201,203,205,208,208,208,213,216,217,220,221,221,221,221,225,227,227,230,230,230,234,235,235,237,237,237,237,239,241,242,242,242,242,242,242,247,247,253,253,253,253,254,254,254,254,255,255,255,256,258,260,261,261,261,261,265,266,267,269,272,272,272,280,281,281,283,283,283,283,283,286,287,288,288,288,288,292,293,296,296,300,300,300,307,309,313,318,323,323,323,323,338,338,343,352,357,363,369,376,383,393,398,401,407,427,432,443,451,462,471,471,476,492,500,510,519,524,533,541,551,561,575,590,596,615,631,640,653,666,684,697,719,733,744,760,790,815,841,851,860,871,890,920,938,955,982,1002,1028,1046,1046,1046,1046,1046,1142,1168,1193,1217,1241,1272,1284,1307,1345,1368,1389,1402,1417,1436,1447,1463,1484,1500,1512,1525,1549,1574,1587,1599,1606,1620,1631,1639,1649,1660,1671,1684,1693,1705,1709,1710,1722,1728,1744,1760,1775,1780,1782,1791,1798,1805,1812,1818,1827,1843,1853,1866,1874,1877,1883,1886,1888,1890,1902,1911,1913,1914,1914,1920,1926,1928,1933,1935,1940,1946,1949,1952,1956,1957,1957,1961,1963,1968,1971,1973,1976,1979,1980,1983,1983,1987,1990,1994,1994,1994,1994,1998,2001,2002,2005,2007,2012,2013,2018,2021,2029,2034,2034,2037,2040,2043,2048,2048,2054,2059,2064,2067,2074,2067,2073,2075,2082,2083,2086,2090,2099,2102,2102,2106,2108,2110,2117,2119,2123,2132,2137,2140,2143,2148,2152,2158,2162,2164,2170,2176,2183,2192,2198,2199,2206,2214,2219,2227,2228,2231,2236,2243,2246,2246,2248,2251,2256,2262,2265,2269,2270,2270,2274,2278,2280,2283,2289,2290,2292,2290,2292,2293,2293,2293,2293,2295,2299,2301,2301,2301,2301,2301,2303,2305,2307,2307,2307,2307,2307,2307,2310,2311,2312,2314,2314,2314,2316,2318,2318,2320,2322,2322,2322,2322,2325,2325,2325,2328,2328,2328,2328,2328,2328,2329,2325,2325,2325,2328,2330,2331,2331,2332,2332,2332,2333,2336,2338,2342,2343,2343,2343,2348,2355,2356,2360,2364,2364,2364,2371,2375,2383,2388,2390,2390,2390,2390,2407,2425,2434,2444,2444,2444,2462,2471,2495,2505,2523,2523,2523,2545,2574,2594,2611,2622,2622,2622,2645,2663,2697,2717,2731,2731,2731,2752,2778,2804,2814,2830,2830,2830,2830,2863,2901,2930,2946,2946,2946,2976,2988,3006,3014,3026,3026,3026,3051,3063,3073,3085,3093,3093,3093,3111,3119,3133,3137,3142,3142,3142,3155,3159,3164,3164,3171,3171,3171,3188,3201,3204,3209,3211,3211,3211,3217,3227,3231,3232,3235,3235,3235,3242,3248,3255,3257,3258,3258,3258,3263,3268,3272,3271,3272,3272,3272,3275,3283,3286,3285,3286,3286,3286,3292,3294,3299,3299,3299,3299,3299,3299,3299,3310,3310,3310,3310,3310,3310,3322,3333,3336,3338,3338,3338,3344,3352,3367,3375,3380,3380,3380,3403,3412,3413,3421,3429,3429,3429,3429,3483,3483,3518,3531,3531,3531,3566,3579,3593,3608,3634,3634,3634,3673,3686,3696,3718,3741,3741,3741,3776,3790,3804,3822,3830,3830,3830,3830,3830,3883,3885,3898,3898,3898,3912,3912,3939,3946,3954,3954,3954,3972,3979,3986,3992,4003,4003,4003,4021,4025,4025,4019,4023,4023,4023,4023,4023,4044,4044,4044,4044,4044,4044,4044,4074,4074,4074,4074,4074,4074,4074,4104,4104,4104,4104,4104,4104,4104,4141,4141,4141,4141,4141,4141,4141,4190,4190,4190,4190,4190,4190,4190,4252,4252,4252,4252,4252,4252,4252,4321,4321,4321,4321,4321,4321,4321,4391,4391,4391,4391,4391,4391,4391,4452,4452,4452,4452,4452,4452,4452,4507,4507,4507,4507,4507,4507,4507,4558,4558,4558,4558,4558,4558,4558,4567,4567,4567,4567,4567,4567,4567,4591,4591,4591,4591,4591,4591,4591,4604,4604,4604,4604,4604,4604,4604,4621,4621,4621,4621,4621,4621,4621,4636,4636,4636,4636,4636,4639,4639,4639,4639,4633,4633,4633,4633,4633,4652,4652,4652,4652,4652,4652,4652,4665,4665,4665,4665,4665,4665,4665,4673,4673,4673,4673,4673,4673,4673,4694,4694,4694,4694,4694,4694,4694,4721,4721,4721,4721,4721,4721,4721,4748,4748,4748,4748,4748,4748,4748,4790,4790,4790,4790,4790,4790,4790,4832,4832,4832,4832,4832,4832,4832,4848,4848,4848,4848,4848,4848,4848,4872,4872,4872,4872,4872,4872,4872,4905,4905,4905,4905,4905,4905,4905,4905,4905,4905,4905,4905,4905,4905,4951,4951,4951,4951,4951,4951,4951,4983,4983,4983,4983,4983,4983,4983,5011,5011,5011,5011,5011,5011,5011,5047,5047,5047,5047,5047,5047,5047,5093,5093,5093,5093,5093,5093,5093,5137,5137,5137,5137,5137,5137,5137,5177,5177,5177,5177,5177,5177,5177,5216,5216,5216,5216,5216,5216,5216,5262,5262,5262,5262,5262,5262,5262,5308,5308,5308,5308,5308,5308,5308,5351,5351,5351,5351,5351,5351,5351,5351,5351,5351,5351,5351,5351,5351,5351,5351,5415,5415,5415,5415,5415,5443,5443,5443,5443,5443,5443,5443,5470,5470,5470,5470,5470,5470,5470,5468,5468,5468,5468,5468,5465,5465,5486,5486,5486,5486,5486,5486,5486,5510,5510,5510,5510,5510,5510,5510,5536,5536,5536,5536,5536,5536,5536,5556,5556,5556,5556,5556,5556,5556,5602,5602,5602,5602,5602,5602,5602,5622,5622 -British Columbia,Canada,53.7267,-127.6476,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,4,4,7,7,8,10,10,13,13,13,14,14,17,17,19,24,24,31,31,38,38,38,39,43,48,50,58,58,69,69,72,75,77,78,81,82,87,90,94,98,100,100,104,106,109,111,112,114,114,117,121,124,126,127,129,129,130,132,132,135,140,141,141,143,146,149,152,155,157,157,161,161,162,164,164,164,164,165,165,166,166,167,167,167,167,167,167,167,168,168,168,168,168,168,168,168,168,168,169,170,171,173,174,174,174,174,174,174,177,177,177,177,183,183,186,186,187,187,187,189,189,189,189,189,189,189,189,189,189,190,190,191,191,193,194,194,194,195,195,195,195,195,195,195,195,195,195,195,195,195,196,196,196,196,196,198,198,198,202,202,202,203,203,203,204,204,204,204,208,209,209,210,211,211,211,211,213,213,213,213,213,213,219,219,219,220,223,223,223,227,227,227,227,230,230,230,233,234,234,235,238,238,238,242,244,244,245,245,245,245,245,250,250,250,251,251,251,253,254,256,256,256,256,256,259,259,261,262,263,263,263,269,272,273,273,275,276,276,281,284,284,288,290,290,290,299,310,320,321,331,331,331,348,358,371,384,395,395,395,441,457,469,481,492,492,492,527,543,559,587,598,598,598,647,668,692,713,724,724,724,765,777,796,808,808,808,808,808,882,893,901,901,901,901,946,954,962,970,988,988,988,1010,1019,1031,1038,1047,1047,1047,1078,1090,1104,1119,1128,1128,1128,1154,1168,1172,1184,1189,1189,1189,1210,1218,1234,1240,1246,1246,1246,1259,1263,1269,1278,1288,1288,1288,1288,1314,1317,1321,1327,1327,1327,1335,1336,1338,1348,1355,1355,1355,1363,1365,1372,1376,1380,1380,1380,1391,1393,1394,1397,1397,1397,1397,1407,1407,1411,1419,1421,1421,1421,1437,1438,1441,1446,1449,1449,1449,1455,1455,1458,1463,1463,1463,1463,1463,1489,1491,1493,1495,1495,1495,1513,1515,1521,1524,1530,1530,1530,1538,1539,1546,1550,1554,1554,1554,1571,1571,1576,1577,1581,1581,1581,1596,1597,1594,1595,1602,1602,1602,1622,1624,1627,1632,1634,1634,1634,1648,1650,1658,1661,1667,1667,1667,1667,1680,1683,1690,1692,1692,1692,1703,1703,1707,1709,1710,1710,1710,1722,1722,1725,1729,1730,1730,1730,1734,1734,1738,1739,1740,1740,1740,1743,1743,1744,1747,1749,1749,1749,1754,1754,1754,1754,1756,1756,1756,1759,1759,1759,1760,1760,1760,1760,1760,1760,1760,1761,1761,1761,1761,1763,1763,1763,1763,1767,1767,1767,1768,1768,1771,1771,1771,1771,1771,1771,1772,1772,1772,1772,1772,1772,1777,1777,1778,1779,1779,1779,1779,1780,1781,1782,1784,1785,1785,1785,1801,1801,1802,1804,1807,1807,1807,1814,1816,1818,1824,1827,1827,1827,1827,1842,1842,1847,1856,1856,1856,1865,1866,1873,1877,1888,1888,1888,1899,1900,1910,1915,1922,1922,1922,1940,1942,1953,1953,1973,1973,1973,1983,1983,1992,1996,2001,2001,2001,2001,2029,2033,2042,2055,2055,2055,2081,2086,2092,2096,2109,2109,2109,2129,2131,2137,2147,2156,2156,2156,2181,2186,2192,2200,2201,2201,2201,2218,2223,2234,2234,2257,2257,2257,2273,2274,2281,2290,2293,2293,2293,2303,2304,2313,2316,2322,2322,2322,2333,2333,2340,2345,2351,2351,2351,2362,2363,2369,2378,2381,2381,2381,2386,2386,2393,2396,2399,2399,2399,2402,2403,2409,2410,2414,2414,2414,2414,2414,2419,2420,2423,2423,2423,2423,2427,2427,2430,2439,2439,2439,2446,2449,2455,2462,2468,2468,2468,2490,2492,2505,2520,2529,2529,2529,2529,2554,2554,2588,2597,2597,2597,2616,2625,2643,2656,2675,2675,2675,2707,2707,2725,2730,2747,2747,2747,2764,2766,2777,2781,2786,2786,2786,2786,2830,2831,2831,2851,2851,2851,2873,2873,2883,2896,2903,2903,2903,2914,2915,2929,2932,2935,2935,2935,2946,2946,2953,2960,2966,2966,2966,2974,2974,2975,2981,2983,2983,2983,2989,2990,2996,2998,3002,3002,3002,3002,3002,3002,3004,3004,3004,3004,3004,3004,3004,3036,3036,3036,3036,3036,3036,3036,3077,3077,3077,3077,3077,3077,3077,3147,3147,3147,3147,3147,3147,3147,3226,3226,3226,3226,3226,3226,3226,3307,3307,3307,3307,3307,3307,3307,3398,3398,3398,3398,3398,3398,3398,3469,3469,3469,3469,3469,3469,3469,3547,3547,3547,3547,3547,3547,3547,3614,3614,3614,3614,3614,3614,3614,3682,3682,3682,3682,3682,3682,3682,3722,3722,3722,3722,3722,3722,3722,3747,3747,3747,3747,3747,3747,3747,3788,3788,3788,3788,3788,3788,3788,3823,3823,3823,3823,3823,3823,3823,3855,3855,3855,3855,3855,3855,3855,3908,3908,3908,3908,3908,3908,3908,3940,3940,3940,3940,3940,3940,3940,3995,3995,3995,3995,3995,3995,3995,4037,4037,4037,4037,4037,4037,4037,4097,4097,4097,4097,4097,4097,4097,4145,4145,4145,4145,4145,4145,4145,4183,4183,4183,4183,4183,4183,4183,4216,4216,4216,4216,4216,4216,4216,4253,4253,4253,4253,4253,4253,4253,4283,4283,4283,4283,4283,4283,4283,4321,4321,4321,4321,4321,4321,4321,4370,4370,4370,4370,4370,4370,4370,4423,4423,4423,4423,4423,4423,4423,4485,4485,4485,4485,4485,4485,4485,4525,4525,4525,4525,4525,4525,4525,4552,4552,4552,4552,4552,4552,4552,4607,4607,4607,4607,4607,4607,4607,4642,4642,4642,4642,4642,4642,4642,4642,4642,4642,4642,4680,4680,4680,4680,4715,4715,4715,4715,4715,4715,4760,4760,4760,4760,4760,4760,4760,4760,4806,4806,4806,4806,4806,4806,4806,4806,4806,4806,4806,4806,4806,4896,4896,4896,4896,4896,4896,4896,4961,4961,4961,4961,4961,4961,4961,5007,5007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-Diamond Princess,Canada,0.0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1 -Grand Princess,Canada,0.0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 -Manitoba,Canada,53.7609,-98.8139,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,2,2,2,2,3,3,3,3,4,4,4,4,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,11,12,12,12,12,12,12,13,13,14,14,14,14,14,14,14,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,18,18,18,19,20,19,19,20,20,20,20,21,22,23,23,24,27,27,30,32,32,34,35,37,38,38,38,40,42,42,43,47,48,50,54,55,58,61,62,65,67,75,80,85,87,91,96,103,106,109,114,123,132,137,152,162,172,179,190,198,207,217,229,236,248,256,266,280,290,301,312,328,342,353,362,381,395,407,420,438,451,465,483,490,499,508,523,537,547,556,569,572,590,605,617,617,617,645,654,659,661,667,667,678,683,688,695,705,717,726,733,738,741,748,753,755,760,761,769,773,783,788,793,795,797,799,804,809,813,821,823,825,829,832,832,835,837,838,842,846,850,853,859,862,866,866,871,871,875,876,878,879,882,884,886,886,887,888,889,893,895,896,898,901,903,904,905,907,907,907,908,911,912,916,917,917,917,917,918,919,920,927,928,929,929,929,932,933,934,934,934,935,937,937,938,938,940,942,943,946,949,949,949,949,951,954,955,955,958,959,959,960,961,962,964,967,967,968,968,971,973,974,976,978,979,980,982,986,987,990,993,997,997,1000,1002,1002,1006,1010,1011,1012,1016,1019,1022,1028,1029,1033,1035,1035,1042,1042,1045,1052,1053,1056,1062,1067,1071,1072,1075,1077,1079,1081,1087,1089,1093,1100,1102,1104,1111,1112,1115,1118,1124,1125,1129,1132,1134,1135,1138,1139,1139,1139,1141,1141,1147,1148,1150,1151,1152,1154,1157,1160,1160,1161,1162,1163,1163,1164,1164,1164,1165,1165,1165,1166,1167,1170,1171,1172,1172,1172,1175,1177,1178,1178,1178,1178,1181,1181,1183,1184,1184,1184,1184,1184,1183,1184,1185,1185,1185,1187,1188,1188,1188,1188,1188,1188,1188,1188,1189,1189,1189,1189,1189,1189,1189,1190,1192,1192,1192,1192,1192,1198,1198,1199,1200,1200,1200,1202,1201,1203,1203,1204,1204,1204,1205,1206,1207,1207,1207,1207,1207,1209,1211,1211,1211,1211,1211,1211,1213,1213,1214,1215,1217,1217,1217,1217,1224,1224,1226,1230,1230,1230,1231,1234,1235,1235,1235,1235,1235,1237,1237,1240,1244,1246,1246,1246,1248,1249,1251,1253,1256,1256,1256,1262,1266,1268,1268,1269,1269,1269,1273,1274,1276,1281,1285,1285,1285,1292,1296,1299,1304,1305,1305,1305,1315,1319,1321,1324,1328,1328,1328,1334,1338,1341,1344,1345,1345,1345,1353,1355,1357,1359,1360,1360,1360,1366,1366,1368,1369,1370,1370,1370,1378,1383,1384,1387,1392,1392,1392,1398,1400,1402,1408,1408,1408,1408,1427,1426,1429,1438,1443,1443,1443,1463,1466,1478,1485,1492,1492,1492,1515,1521,1521,1538,1543,1543,1543,1562,1569,1576,1583,1585,1585,1585,1600,1602,1613,1616,1619,1619,1619,1637,1637,1642,1647,1649,1649,1649,1649,1660,1663,1668,1675,1675,1675,1680,1680,1682,1685,1690,1690,1690,1700,1700,1703,1708,1710,1710,1710,1716,1717,1721,1723,1726,1726,1726,1731,1731,1735,1739,1739,1739,1739,1739,1729,1729,1744,1744,1744,1744,1744,1744,1744,1751,1751,1751,1751,1751,1751,1751,1759,1759,1759,1759,1759,1759,1759,1774,1774,1774,1774,1774,1774,1774,1792,1792,1792,1792,1792,1792,1792,1819,1819,1819,1819,1819,1819,1819,1847,1847,1847,1847,1847,1847,1847,1913,1913,1913,1913,1913,1913,1913,1928,1928,1928,1928,1928,1928,1928,1980,1980,1980,1980,1980,1980,1980,2004,2004,2004,2004,2004,2004,2004,2015,2015,2015,2015,2015,2015,2015,2025,2025,2025,2025,2025,2025,2025,2043,2043,2043,2043,2043,2043,2043,2047,2047,2047,2047,2047,2047,2047,2053,2053,2053,2053,2053,2053,2053,2056,2056,2056,2056,2056,2056,2056,2061,2061,2061,2061,2061,2061,2061,2067,2067,2067,2067,2067,2067,2067,2079,2079,2079,2079,2079,2079,2079,2093,2093,2093,2093,2093,2093,2093,2105,2105,2105,2105,2105,2105,2105,2115,2115,2115,2115,2115,2115,2115,2118,2118,2118,2118,2118,2118,2118,2137,2137,2137,2137,2137,2137,2137,2143,2143,2143,2143,2143,2143,2143,2160,2160,2160,2160,2160,2160,2160,2177,2177,2177,2177,2177,2177,2177,2190,2190,2190,2190,2190,2190,2190,2199,2199,2199,2199,2199,2199,2199,2211,2211,2211,2211,2211,2211,2211,2232,2232,2232,2232,2232,2232,2232,2256,2256,2256,2256,2256,2256,2256,2256,2256,2256,2256,2256,2256,2256,2256,2256,2256,2256,2256,2256,2256,2256,2256,2256,2256,2293,2293,2293,2293,2293,2293,2293,2301,2301,2301,2301,2301,2301,2301,2305,2305,2305,2305,2331,2331,2331,2331,2331,2331,2331,2331,2331,2331,2331,2331,2331,2331,2331,2331,2331,2369,2369,2369,2369,2369,2369,2369,2394,2394,2394,2394,2394,2394,2394,2403,2403,2403,2403,2403,2403,2403,2418,2418,2418,2418,2418,2418,2418,2428,2428,2428,2428,2428,2428,2428,2439,2439,2439,2439,2439,2439,2439,2456,2456,2456,2456,2456,2456,2456,2460,2460,2460,2460,2460,2460,2460,2464,2464,2464,2464 -New Brunswick,Canada,46.5653,-66.4619,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,4,4,4,4,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,11,12,12,12,12,12,12,13,13,13,13,13,13,14,14,16,16,17,18,18,18,18,18,18,18,20,20,20,21,21,22,22,22,22,23,24,24,24,24,24,25,26,26,26,26,26,26,27,27,28,28,28,28,28,28,28,29,29,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,32,33,33,33,33,33,33,33,33,33,33,33,34,34,34,35,35,35,36,36,36,36,36,37,38,38,39,40,40,41,41,41,41,41,41,41,41,41,41,42,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,44,44,44,44,44,44,44,44,44,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,47,47,47,47,47,47,47,47,48,48,48,48,48,48,48,49,49,52,53,54,54,56,57,59,60,64,66,68,69,70,70,72,72,74,75,75,80,82,84,87,90,91,94,99,101,106,107,108,111,111,112,114,114,116,117,117,118,119,120,121,121,121,121,121,121,121,121,121,122,122,122,122,122,122,122,122,122,123,123,123,123,123,123,124,125,128,130,132,132,133,136,136,136,138,139,140,140,142,144,144,144,146,148,148,148,148,149,151,152,152,152,156,156,157,159,160,160,160,162,165,168,169,170,171,172,172,173,174,178,182,183,187,189,192,196,199,201,207,207,212,215,215,224,228,228,233,238,243,247,251,252,258,259,263,269,275,278,282,286,290,292,293,296,297,298,298,298,298,300,300,300,301,301,301,304,306,306,308,309,309,309,311,312,313,316,317,317,317,317,320,320,320,320,320,320,320,336,336,336,336,336,336,336,349,349,349,349,358,358,358,358,358,358,358,368,368,368,368,368,368,368,378,378,378,378,378,378,378,378,378,378,378,384,384,384,384,384,384,384,399,399,399,399,399,399,399,406,406,406,406,406,406,406,411,411,411,411,411,411,411,416,416,416,416,416,416,416,419,419,419,419,419,419,419,421,421,421,422,422,422,422,422,422,422,422,422,422,422,422,422,422,425,425,425,425,425,425,425,429,429,429,429,429,429,429,429,429,429,429,429,429,433,433,433,433,433,433,433,438,438,438,438,438,438,438,443,443,443,443,443,443,443,447,447,447,447,447,447,447,451,451,451,451,451,451,451,456,456,456,456,456,456,456,462,462,462,462,462,462,462,466,466,466,466,466,466,466,472,472,472,472,472,472,472,476,476,476,476,476,476,476,480,480,480,480,480,480,480,480,480,480,485,485,485,485,490,490,490,490,490,490,490,493,493,493,493,493,493,493,493,493,493,576,576,576,576,585,585,585,585,585,585,585,585,585,585,592,592,592,592,592,592,592,592,599,599,599,599,599,599,603,603,603,603,603,603,603,609,609,609,609,609,609,609,615,615,615,615,615,615,615,621,621,621,621,621,621,621,628,628,628,628,635,635,635,635,635,635,635,635,635,635,635,635,635,635,635,635,635,740,740,740,740,740,740,740,749,749,749,749,749,749,749,762,762,762,762,762,762,762,773,773,773,773,773,773,773,781,781,781,781,781,781,781,812,812,812,812,812,812,812,822,822,822,822,822,822,822,825,825,825,825,825,825,825,834,834,834,834 -Newfoundland and Labrador,Canada,53.1355,-57.6604,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,10,10,10,10,10,10,10,11,11,11,11,13,13,13,13,13,13,15,15,15,15,15,15,15,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,19,19,19,20,20,20,20,21,21,21,23,23,23,23,24,25,26,26,28,28,30,30,30,30,31,31,34,38,38,38,38,40,40,44,45,46,46,46,46,48,50,50,52,52,52,56,57,60,61,61,61,61,63,63,64,64,64,64,64,66,66,66,66,66,66,66,68,68,72,72,76,76,76,76,78,78,82,82,82,82,85,87,87,92,92,92,92,101,103,103,110,110,110,110,116,118,118,122,122,122,122,122,122,130,137,137,137,137,137,142,142,152,152,152,152,157,157,157,162,162,162,162,164,165,165,168,168,168,168,168,169,169,176,176,176,176,176,176,176,177,177,177,177,177,177,177,182,182,182,182,182,182,182,184,184,184,184,184,184,184,187,187,187,187,187,187,187,187,187,190,190,190,190,190,190,190,192,192,192,192,192,192,192,193,193,193,193,193,193,193,193,193,193,193,193,193,194,194,194,194,194,194,194,200,200,200,200,200,200,200,203,203,203,203,203,203,203,207,207,207,207,207,207,207,212,212,212,212,212,212,212,219,219,219,219,219,219,219,223,223,223,223,223,223,223,227,227,227,227,227,227,227,231,231,231,231,231,231,231,235,235,235,235,235,235,235,236,236,236,236,236,236,236,236,236,236,239,239,239,239,243,243,243,243,243,243,243,246,246,246,246,246,246,246,250,250,250,250,250,250,250,254,254,254,254,254,254,254,254,254,254,257,257,257,257,257,257,257,257,262,262,262,262,262,262,268,268,268,268,268,268,268,271,271,271,271,271,271,271,275,275,275,275,275,275,275,278,278,278,278,278,278,278,282,282,282,282,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,288,295,295,295,295,295,295,295,295,295,295,295,295,295,295,296,296,296,296,296,296,296,296,296,296,296,296,296,296,304,304,304,304,304,304,304,304,304,304,304,304,304,304,311,311,311,311,311,311,311,311,311,311,311,311,311,311,318,318,318,318 -Northwest Territories,Canada,64.8255,-124.8457,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,14,14,14,14,15,15,15,15,15,15,15,15,15,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,18,18,18,18,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,20,20,20,20,20,20,20,20,20,20,20,20,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22 -Nova Scotia,Canada,44.682,-63.7443,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,3,3,3,3,4,7,9,9,10,12,16,16,22,24,24,27,28,28,29,31,37,38,41,41,44,46,47,47,48,48,51,51,55,55,55,55,56,57,58,58,58,58,58,59,59,59,59,60,60,60,60,60,61,61,61,61,61,62,62,62,62,62,62,62,62,62,62,62,62,62,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,69,69,69,70,71,71,71,71,71,71,72,72,72,72,72,74,74,76,77,79,79,79,79,79,80,84,85,85,85,87,88,88,88,88,88,88,88,88,89,89,89,90,90,90,90,90,90,90,90,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,95,95,95,95,96,97,97,97,97,97,97,97,97,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,99,100,100,100,100,100,100,101,101,101,101,101,101,101,101,102,102,102,102,102,102,105,105,105,105,106,106,106,107,107,107,108,108,108,108,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,112,114,115,117,117,117,117,117,121,122,124,128,128,128,128,131,136,136,142,142,142,142,146,147,153,157,157,157,158,161,161,166,167,167,167,167,176,182,182,188,188,188,188,188,191,191,191,191,191,193,193,202,206,208,208,208,212,212,212,212,218,218,218,218,218,218,218,218,218,218,232,232,232,232,245,245,245,245,245,245,245,255,255,255,255,255,255,255,255,263,263,263,263,263,277,277,277,277,277,277,277,277,290,290,290,290,290,290,290,314,314,314,314,314,314,314,336,336,336,336,336,336,336,354,354,354,354,354,354,354,378,378,378,378,378,378,378,391,391,391,391,391,391,391,400,400,400,400,400,400,400,421,408,408,408,408,408,408,408,416,416,416,416,416,416,416,420,420,420,420,420,420,420,428,428,428,428,428,428,428,428,428,428,428,428,428,447,447,447,447,447,447,447,461,461,461,461,461,461,461,467,467,467,467,467,467,467,468,468,468,468,468,468,468,472,472,472,472,472,472,472,481,481,481,481,481,481,481,490,490,490,490,490,490,490,496,496,496,496,496,496,496,504,504,504,504,504,504,504,518,518,518,518,518,518,518,531,531,531,531,531,531,531,531,531,531,541,541,541,541,544,544,544,544,544,544,544,552,552,552,552,552,552,552,567,567,567,567,567,567,567,583,583,583,583,583,583,583,583,583,583,598,598,598,598,598,598,598,598,613,613,613,613,613,613,628,628,628,628,628,628,628,639,639,639,639,639,639,639,653,653,653,653,653,653,653,666,666,666,666,666,666,666,672,672,672,672,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,674,689,689,689,689,689,689,689,699,699,699,699,699,699,699,705,705,705,705,705,705,705,715,715,715,715,715,715,715,724,724,724,724,724,724,724,746,746,746,746,746,746,746,771,771,771,771,771,771,771,786,786,786,786,786,786,786,794,794,794,794 -Nunavut,Canada,70.2998,-83.1076,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7 -Ontario,Canada,51.2538,-85.3232,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,5,6,8,13,15,18,19,23,23,33,37,53,67,94,119,132,153,174,200,222,253,274,291,334,385,423,478,514,553,584,622,659,713,763,811,835,892,951,996,1082,1121,1176,1216,1300,1361,1429,1477,1540,1599,1634,1669,1725,1765,1798,1825,1858,1881,1904,1919,1962,1993,2021,2048,2073,2102,2123,2155,2189,2230,2247,2266,2276,2293,2312,2357,2372,2407,2426,2450,2464,2475,2487,2498,2507,2519,2527,2538,2550,2553,2564,2595,2606,2609,2619,2631,2641,2644,2652,2658,2665,2672,2676,2680,2682,2687,2689,2689,2691,2700,2703,2710,2716,2719,2722,2723,2732,2737,2746,2748,2751,2752,2753,2755,2755,2758,2759,2763,2764,2768,2769,2772,2775,2777,2778,2778,2782,2782,2783,2783,2784,2786,2786,2786,2787,2787,2788,2789,2789,2789,2793,2792,2793,2796,2797,2797,2798,2800,2802,2803,2809,2809,2810,2811,2812,2812,2812,2811,2811,2813,2813,2813,2813,2814,2813,2814,2815,2816,2820,2822,2825,2825,2826,2827,2829,2832,2835,2836,2837,2837,2839,2840,2844,2848,2851,2927,2968,2975,2980,2987,2988,2992,2997,3004,3005,3008,3017,3017,3022,3031,3041,3046,3050,3053,3062,3071,3080,3086,3093,3099,3103,3108,3118,3127,3136,3145,3152,3166,3182,3195,3209,3220,3233,3245,3260,3275,3293,3312,3332,3361,3371,3383,3415,3443,3451,3472,3486,3505,3519,3554,3575,3595,3624,3648,3656,3663,3698,3712,3737,3757,3772,3798,3808,3836,3871,3916,3933,3949,3972,3992,4035,4058,4098,4125,4150,4167,4188,4229,4278,4321,4359,4377,4414,4455,4474,4530,4581,4625,4650,4679,4730,4767,4856,4882,4922,4983,5012,5053,5127,5189,5289,5340,5409,5433,5479,5568,5614,5701,5753,5803,5846,5909,5958,6014,6072,6145,6188,6224,6238,6305,6393,6438,6483,6505,6538,6555,6596,6614,6632,6651,6693,6706,6719,6729,6773,6820,6848,6861,6872,6884,6893,6916,6944,6960,6980,6986,6997,7014,7024,7046,7052,7067,7077,7083,7099,7109,7127,7138,7153,7162,7173,7187,7202,7212,7223,7241,7244,7253,7263,7280,7292,7308,7327,7337,7351,7366,7389,7412,7428,7440,7450,7458,7475,7494,7512,7531,7552,7567,7582,7610,7639,7664,7698,7716,7735,7757,7789,7829,7863,7887,7911,7935,7964,7988,8029,8050,8079,8102,8118,8143,8187,8213,8236,8261,8308,8327,8342,8374,8405,8431,8455,8485,8489,8506,8525,8552,8579,8599,8614,8622,8655,8678,8697,8711,8726,8744,8757,8766,8791,8801,8820,8844,8854,8869,8887,8920,8931,8935,8950,8957,8961,8974,8986,8993,8994,9007,9019,9022,9082,9093,9099,9101,9114,9126,9129,9154,9168,9187,9196,9205,9214,9215,9224,9224,9228,9237,9245,9251,9251,9258,9265,9275,9285,9288,9294,9294,9296,9300,9307,9308,9311,9313,9316,9321,9325,9328,9339,9345,9347,9348,9349,9360,9374,9392,9401,9407,9407,9409,9412,9412,9416,9418,9418,9418,9428,9431,9448,9450,9451,9453,9453,9471,9472,9472,9489,9496,9498,9498,9503,9516,9530,9536,9545,9548,9550,9553,9569,9579,9590,9605,9611,9617,9624,9629,9632,9637,9647,9653,9655,9663,9670,9677,9688,9698,9704,9704,9715,9723,9732,9743,9750,9752,9754,9757,9771,9776,9786,9788,9790,9792,9792,9804,9807,9809,9814,9813,9815,9819,9823,9827,9839,9845,9846,9846,9852,9862,9865,9865,9869,9871,9874,9881,9886,9891,9896,9896,9898,9900,9903,9912,9916,9921,9927,9934,9937,9938,9950,9955,9959,9964,9967,9968,9974,9981,9985,9991,9993,9994,9997,10000,10005,10012,10016,10024,10024,10027,10036,10044,10054,10065,10070,10078,10079,10084,10093,10102,10107,10111,10113,10113,10123,10133,10140,10146,10149,10156,10161,10168,10171,10179,10194,10206,10223,10229,10239,10252,10272,10315,10345,10366,10378,10399,10445,10480,10522,10565,10605,10628,10666,10726,10801,10865,10912,10968,11004,11068,11160,11230,11298,11354,11412,11444,11504,11576,11651,11711,11770,11825,11836,11878,11944,11988,12040,12075,12093,12101,12120,12167,12204,12237,12247,12264,12279,12288,12306,12347,12386,12420,12430,12433,12451,12478,12497,12525,12549,12570,12574,12591,12618,12638,12227,12247,12256,12256,12272,12288,12307,12313,12329,12332,12336,12343,12356,12366,12388,12397,12401,12405,12414,12427,12433,12451,12460,12470,12470,12479,12511,12527,12537,12548,12563,12566,12570,12583,12606,12619,12629,12630,12632,12633,12661,12678,12704,12728,12734,12736,12750,12772,12792,12812,12825,12842,12842,12858,12889,12921,12938,12962,12972,12972,12991,13020,13034,13052,13063,13070,13072,13083,13099,13122,13146,13159,13161,13163,13164,13175,13195,13210,13223,13225,13226,13241,13265,13267,13275,13285,13288,13289,13293,13304,13314,13324,13336,13338,13338,13343,13351,13357,13358,13358,13362,13362,13365,13370,13378,13381,13388,13389,13389,13396,13412,13421,13430,13431,13431,13431,13434,13445,13454,13462,13469,13470,13471,13476,13486,13493,13498,13506,13514,13514,13521,13540,13555,13615,13615,13615,13615,13644,13644,13701,13702,13702,13702,13702,13707,13707,13717,13770,13770,13770,13770,13770,13770,13873,13872,13872,13872,13872,13881,13881,13928,13935,13935,13935,13935,13956,13956,14000,14008,14008,14008,14008,14032,14032,14114,14119,14119,14119,14119,14127,14127,14189,14193,14193,14193,14193,14216,14216,14278,14283,14283,14283,14283,14291,14291,14342,14349,14349,14349,14349,14367,14367,14415,14415,14415,14415,14415,14428,14428,14488,14495,14495,14495,14495,14508,14508,14553,14560,14560,14560,14560,14581,14581,14659,14672,14672,14672,14672,14690,14690,14757,14770,14770,14770,14770,14785,14785,14870,14887,14887,14887,14887,14919,14919,15005,15023,15023,15023,15023,15058,15058,15138,15148,15148,15148,15148,15154,15154,15176,15176,15176,15176,15176,15176,15176,15300,15300,15300,15300,15312,15312,15312,15370,15375,15375,15375,15375,15378,15378,15440,15440,15440,15440,15440,15440,15440,15508,15514,15514,15514,15514,15514,15514,15538,15538,15538,15538,15538,15538,15538,15628,15633,15633,15633,15633,15643,15643,15717,15717,15717,15717,15717,15717,15717,15817,15822,15822,15822,15822,15826,15826,15888,15899,15899,15899,15899,15903,15903,15952,15963,15963,15963,15963,15967,15967,16006,16006,16006,16006,16006,16006,16006,16064,16066,16066,16066,16066,16066,16066,16130,16134,16134,16134,16134,16138,16138,16184,16186,16186,16186,16186,16186,16186,16234 -Prince Edward Island,Canada,46.5107,-63.4168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,3,3,3,3,6,9,9,9,9,9,9,10,10,11,11,11,11,11,12,12,13,13,13,13,13,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,18,18,18,18,18,18,18,19,19,19,19,19,19,19,21,21,21,21,21,21,21,23,23,23,23,23,23,23,25,25,25,25,25,25,25,26,26,26,26,26,26,26,32,32,32,32,32,32,32,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,37,37,37,37,37,37,37,48,48,48,48,48,48,48,49,49,49,49,49,49,49,49,49,49,49,49,49,49,51,51,51,51,51,51,51,52,52,52,52,52,52,52,53,53,53,53,53,53,53,54,54,54,54,54,54,54,56,56,56,56,56,56,56,57,57,57,57,57,57,57,59,59,59,59,59,59,59,59,59,59,60,60,60,60,61,61,61,61,61,61,61,63,63,63,63,63,63,63,64,64,64,64,64,64,64,66,66,66,66,66,66,66,66,66,66,69,69,69,69,69,69,69,69,72,72,72,72,72,72,74,74,74,74,74,74,74,76,76,76,76,76,76,76,81,81,81,81,81,81,81,81,81,81,81,81,81,81,81,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,83,83,83,83,83,83,83,85,85,85,85,85,85,85,85,85,85,85,85,85,85,88,88,88,88,88,88,88,90,90,90,90,90,90,90,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,93,93,93 -Quebec,Canada,52.9399,-73.5491,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,3,4,5,5,8,11,18,27,30,43,54,67,82,99,121,159,203,251,302,356,416,484,551,621,709,804,895,994,1089,1176,1274,1400,1503,1618,1735,1852,1968,2092,2203,2318,2456,2607,2728,2866,2981,3080,3189,3290,3385,3478,3569,3668,3760,3855,3939,4006,4091,4175,4255,4321,4390,4448,4519,4580,4650,4713,4777,4835,4899,4959,5038,5097,5137,5173,5209,5243,5277,5294,5323,5348,5370,5387,5406,5425,5447,5465,5482,5493,5511,5519,5528,5534,5547,5551,5561,5569,5582,5597,5604,5607,5611,5615,5625,5633,5639,5647,5651,5655,5658,5665,5668,5672,5677,5680,5684,5685,5687,5688,5693,5697,5699,5701,5702,5702,5704,5707,5709,5710,5711,5711,5713,5714,5714,5718,5719,5721,5723,5723,5723,5726,5729,5730,5732,5734,5736,5739,5742,5743,5745,5748,5752,5754,5755,5758,5760,5764,5764,5767,5769,5769,5770,5770,5776,5778,5779,5780,5780,5781,5783,5783,5784,5784,5786,5786,5790,5791,5791,5793,5796,5800,5803,5806,5809,5815,5821,5823,5825,5828,5832,5838,5840,5846,5850,5858,5866,5879,5889,5896,5905,5915,5923,5934,5949,5960,5966,5983,5995,6005,6015,6035,6045,6065,6072,6082,6103,6115,6137,6155,6170,6189,6205,6222,6240,6263,6279,6305,6335,6355,6366,6386,6409,6430,6456,6477,6506,6537,6569,6599,6634,6652,6677,6703,6728,6759,6796,6824,6850,6878,6910,6934,6973,7002,7031,7056,7084,7117,7148,7172,7206,7245,7280,7314,7342,7377,7419,7449,7479,7523,7561,7594,7640,7679,7709,7762,7796,7828,7865,7901,7957,8003,8040,8085,8130,8173,8219,8265,8317,8356,8388,8433,8473,8528,8577,8624,8671,8717,8762,8800,8840,8886,8950,9005,9051,9096,9137,9188,9235,9293,9338,9396,9443,9494,9519,9553,9561,9667,9717,9763,9794,9826,9862,9899,9941,9973,9999,10031,10046,10078,10112,10149,10173,10201,10214,10229,10246,10258,10264,10278,10292,10307,10318,10330,10346,10361,10372,10385,10393,10399,10407,10426,10445,10455,10465,10472,10481,10493,10503,10518,10526,10535,10540,10550,10558,10570,10576,10587,10594,10599,10614,10618,10626,10630,10637,10645,10647,10651,10658,10667,10676,10681,10684,10693,10697,10701,10709,10718,10726,10737,10742,10744,10756,10763,10778,10785,10793,10802,10816,10833,10838,10845,10860,10869,10878,10886,10898,10908,10913,10926,10933,10942,10944,10959,10964,10971,10974,10981,10987,10993,11002,11012,11017,11025,11032,11034,11042,11050,11058,11066,11075,11081,11084,11095,11101,11105,11115,11118,11125,11127,11128,11133,11138,11144,11148,11150,11149,11152,11156,11164,11166,11167,11170,11172,11173,11177,11177,11178,11180,11189,11191,11191,11195,11198,11202,11202,11202,11202,11203,11207,11210,11210,11217,11217,11217,11218,11218,11219,11229,11230,11230,11230,11231,11231,11231,11232,11235,11236,11236,11236,11236,11235,11238,11239,11239,11240,11240,11240,11240,11240,11241,11241,11241,11241,11241,11240,11240,11241,11241,11241,11242,11241,11242,11242,11242,11243,11242,11242,11242,11278,11277,11279,11279,11279,11280,11283,11284,11285,11285,11285,11285,11285,11286,11288,11289,11291,11292,11293,11293,11293,11296,11297,11301,11301,11304,11305,11312,11313,11315,11318,11321,11325,11326,11335,11340,11347,11349,11349,11349,11356,11362,11369,11371,11377,11382,11383,11389,11397,11400,11405,11410,11412,11415,11420,11422,11429,11431,11437,11440,11444,11449,11453,11455,11458,11466,11470,11472,11477,11481,11485,11490,11491,11493,11494,11496,11502,11510,11510,11511,11515,11518,11522,11528,11529,11533,11535,11541,11545,11546,11548,11548,11550,11552,11555,11558,11560,11565,11566,11571,11571,11574,11574,11576,11579,11581,11583,11585,11586,11587,11589,11594,11596,11597,11603,11607,11608,11611,11618,11622,11627,11634,11636,11639,11642,11650,11652,11658,11660,11664,11667,11677,11692,11702,11711,11724,11732,11745,11760,11760,11820,11846,11873,11873,11917,11966,12028,12080,12125,12193,12289,12310,12364,12453,12541,12639,12698,12766,12766,12851,12936,12936,13065,13113,13179,13190,13223,13286,13336,13378,13420,13453,13475,13495,13551,13582,13617,13656,13684,13693,13710,13766,13790,13812,13835,13841,13853,13856,13886,13903,13931,13955,13955,13974,13981,13996,14016,14040,14056,14076,14085,14091,14120,14126,14141,14154,14168,14173,14182,14202,14213,14232,14245,14252,14260,14265,14272,14274,14288,14300,14319,14324,14325,14345,14353,14365,14382,14397,14404,14411,14442,14454,14482,14482,14512,14512,14512,14512,14592,14618,14645,14664,14685,14696,14714,14740,14778,14812,14846,14866,14874,14906,14928,14951,14977,15000,15006,15009,15036,15066,15084,15106,15137,15139,15143,15178,15201,15226,15256,15276,15279,15284,15298,15312,15326,15338,15349,15354,15354,15357,15378,15390,15400,15411,15412,15412,15420,15427,15433,15435,15446,15449,15450,15456,15467,15467,15481,15486,15488,15489,15496,15514,15523,15528,15535,15535,15538,15545,15553,15559,15564,15565,15567,15567,15572,15576,15589,15596,15596,15597,15597,15617,15630,15646,15663,15666,15671,15674,15674,15708,15726,15737,15757,15757,15757,15800,15814,15834,15849,15864,15872,15876,15891,15916,15929,15945,15957,15959,15959,15971,15992,16010,16024,16036,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-Repatriated Travellers,Canada,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 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-Yukon,Canada,64.2823,-135.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,12,12,12,12,12,12,12,12,13,13,13,13,13,13,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,18,18,18,18,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,21,21,21,21,21,21,22,22,22,22,22,22,22,22,23,23,23,23,23,23,23,23,23,23,23,23,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,27,29,29,29,29,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32 -,Central African 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-Anhui,China,31.8257,117.2264,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,4,4,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7 -Beijing,China,40.1824,116.4142,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,3,3,3,3,4,4,4,4,4,4,4,4,4,4,4,4,5,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20 -Chongqing,China,30.0572,107.874,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,2,2,3,3,4,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,9,9,9,9,9,9,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11 -Fujian,China,26.0789,117.9874,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2 -Gansu,China,35.7518,104.2861,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2 -Guangdong,China,23.3417,113.4244,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,2,2,2,2,4,4,5,5,5,5,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10 -Guangxi,China,23.8298,108.7881,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2 -Guizhou,China,26.8154,106.8748,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2 -Hainan,China,19.1959,109.7453,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,2,2,3,3,3,4,4,4,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6 -Hebei,China,39.549,116.1306,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,3,3,3,3,3,4,4,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7 -Heilongjiang,China,47.862,127.7615,0,0,1,1,1,1,1,1,2,2,2,2,2,2,2,3,3,5,6,7,8,8,9,11,11,11,11,11,12,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,14,15,15,16,16,16,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18 -Henan,China,37.8957,114.9042,0,0,0,0,1,1,1,2,2,2,2,2,2,2,2,2,3,4,6,6,7,8,10,11,13,13,16,19,19,19,19,19,19,19,19,19,20,20,21,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23 -Hong Kong,China,22.3,114.2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,10,10,12,12,12,14,14,15,16,18,18,22,22,24,24,27,31,34,37,41,43,44,46,47,51,54,58,63,65,66,68,69,69,70,72,73,75,76,77,77,77,78,79,84,86,88,89,90,93,94,94,94,95,98,99,99,99,99,100,100,101,101,102,102,103,103,103,103,103,103,104,104,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,106,106,107,107,107,107,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,109,109,109,109,110,110,112,112,112,112,112,114,114,114,115,117,120,122,123,125,129,129,129,131,132,133,135,136,136,136,139,143,146,148,149,150,150,151,153,154,154,155,157,158,158,159,161,161,161,162,162,163,164,166,167,167,168,169,171,173,174,177,178,178,181,182,183,185,186,186,186,186,186,187,188,191,192,193,193,193,194,195,197,197,197,197,197,197,197,198,198,198,199,200,200,200,201,201,202,202,202,202,202,203,203,203,203,203,203,203,203,203,203,203,203,203,204,204,205,205,205,205,205,205,205,205,205,205,205,205,205,205,206,207,207,207,207,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,210,211,211,211,211,211,211,211,211,211,211,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,215,216,216,219,219,221,224,227,238,259,276,288,300,336,385,425,497,577,659,744,990,1168,1366,1554,1774,2007,2287,2578,2869,3150,3444,3729,3993,4279,4568,4847,5136,5401,5650,5896,6119,6364,6569,6770,6962,7101,7252,7420,7571,7706,7825,7945,8061,8172,8262,8349,8460,8557,8643,8705,8770,8827,8886,8948,9002,9069,9110,9139,9159,9176,9186,9212,9227,9236,9249,9267,9274,9282,9287,9298,9308,9313,9318,9325,9328,9333,9344,9344,9346,9347,9352,9355,9356,9359,9360,9361,9361,9361,9365,9366,9370,9370,9370,9370,9370,9372,9374,9375,9376,9376,9378,9378,9379,9380,9382,9382,9386,9386,9389,9389,9390,9390,9390,9390,9390,9391,9392,9392,9393,9393,9395,9396,9396,9397,9398,9398,9398,9398,9398,9399,9399,9401,9402,9405,9405,9405,9405,9406,9407,9410,9410,9412,9419,9420,9422,9427,9432,9433,9437,9440,9444,9445,9448,9454,9461,9469,9472,9478,9488,9493,9498,9502,9503,9509,9520,9524,9527,9531,9535,9540,9547,9550,9554,9555,9559,9562,9565,9569,9580,9584,9589,9597,9602,9605,9610,9620,9634,9643,9650,9654,9664,9668,9681,9690,9701,9709,9716,9724,9732,9741,9757,9769,9780,9788,9799,9810,9820,9830,9836,9852,9868,9891,9901,9908,9917,9934,10099,10106,10116,10128,10134,10148,10153,10161,10167,10173,10176,10184,10194,10200,10202,10215,10218,10228,10237,10246,10254,10261,10268,10273,10278,10285,10297,10306,10315,10322,10326,10333,10343,10350,10358,10365,10373,10385,10397,10410,10418,10428,10439,10457,10470,10475,10479,10492,10501,10511,10517,10526,10536,10549,10557,10569,10577,10586,10599,10610,10623,10634,10647,10663,10672,10692,10718,10731,10747,10762,10773,10790,10806,10826,10842,10864,10891,10914,10935,10959,10984,11021,11056,11075,11107,11148,11172,11251,11251,11334,11334,11373,11412,11462,11509,11562,11621,11683,11755,11807,11869,11943,12018,12081,12149,12204,12276,12342,12406,12481,12548,12622,12693,12747,12813,12863,12909,12965,13010,13052,13081,13118,13167,13203,13230,13258,13280,13313,13333,13338,13353,13358,13370,13374,13381,13388,13393,13401,13403,13409,13414,13418,13420,13424,13427,13431,13433,13435,13440,13442,13445,13447,13447,13447,13449,13451,13453,13453,13459,13462,13462,13463,13464,13465,13466,13466,13466,13467 -Hubei,China,30.9756,112.2707,17,17,24,40,52,76,125,125,162,204,249,350,414,479,549,618,699,780,871,974,1068,1068,1310,1457,1596,1696,1789,1921,2029,2144,2144,2346,2346,2495,2563,2615,2641,2682,2727,2761,2803,2835,2871,2902,2931,2959,2986,3008,3024,3046,3056,3062,3075,3085,3099,3111,3122,3130,3133,3139,3153,3153,3160,3163,3169,3174,3177,3182,3186,3187,3193,3199,3203,3207,3210,3212,3212,3213,3215,3216,3219,3219,3221,3221,3222,3222,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4512,4513,4513,4513,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515,4515 -Hunan,China,27.6104,111.7088,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,2,3,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4 -Inner Mongolia,China,44.0935,113.9448,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1 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-Jiangxi,China,27.614,115.7221,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2 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-Liaoning,China,41.2956,122.6085,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2 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-Xinjiang,China,41.1129,85.2401,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3 -Yunnan,China,24.974,101.487,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4 -Zhejiang,China,29.1832,120.0934,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1 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-,Congo (Brazzaville),-0.228,15.8277,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,8,8,9,9,9,9,10,10,10,10,10,10,10,11,11,11,15,15,15,15,15,15,15,16,16,16,16,16,16,19,19,19,19,20,20,20,20,20,20,22,22,22,24,24,24,24,24,24,27,27,27,27,27,27,27,37,37,37,37,37,37,37,37,37,41,41,44,44,44,44,44,47,47,47,47,47,47,47,47,48,49,49,49,50,50,50,50,51,51,51,54,54,54,54,54,54,54,58,58,58,58,58,58,58,58,60,60,60,60,60,76,76,76,77,77,77,77,77,78,78,78,78,78,78,78,78,78,102,102,102,102,102,102,114,114,83,88,88,88,88,88,88,88,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,90,90,90,90,90,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,93,93,93,93,93,93,93,93,94,94,94,94,94,94,94,94,94,94,94,94,99,99,99,99,99,100,100,100,100,100,100,100,100,100,100,100,100,107,107,107,107,107,108,108,108,108,108,108,108,108,108,108,108,108,112,112,112,114,114,114,114,114,114,117,117,117,117,117,117,117,117,117,117,117,117,117,117,122,122,122,122,122,122,122,122,123,123,123,123,123,123,123,123,123,127,127,127,128,128,128,128,128,128,128,128,131,131,131,131,131,131,131,131,131,131,131,131,131,131,134,134,134,134,134,134,135,135,135,135,135,135,135,135,135,135,135,135,135,137,137,137,137,137,137,137,137,139,139,139,139,139,139,139,139,139,139,139,144,144,144,144,144,144,144,144,147,147,147,147,148,148,148,148,148,148,148,148,148,148,148,148,150,150,150,150,150,150,153,153,153,153,153,153,153,153,154,154,155,155,155,157,157,157,157,157,160,160,160,160,160,161,161,161,161,161,164,164,164,165,165,165,165,165,165,166,166,166,166,167,167,167,167,167,167,167,167,167,167,172,172,172,172,174,176,176,176,176,176,176,177,177,177,177,178,178,178,178,178,178,178,178,178,178,179,179,179,179,179,179,179,179,179,179,179,179,179,179,179,179,179,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,191,191,191,191,191,191,193,193,193,193,197,197,197,199,199,199,206,206,206,206,206,219,219,219,222,222,222,231,231,231,239,239,239,239,249,249,249,258,258,258,258,278,278,278,297,297,297,297,309,309,309,309,309,309,309,319,331,331,331,339,339,339,339,349,349,349,349,349,349,354,354,354,354,354,354,354,354,359,359,359,359,359,359,359,359,359,365,365,365,365,365,367,367,367,367,367,367,367,367,367,367,367,367,367,369,369,369,369,370,370,370,370,370,370,370,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,375,375,375,375,375,375,375,375,375,375,375,375,375,375,377,377,377,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,378,383,383,383,384,384,384,384,384,384,384,384,384,384,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,386,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388,388 -,Congo (Kinshasa),-4.0383,21.7587,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,3,3,6,6,8,8,9,13,13,18,18,18,18,18,18,20,20,20,20,20,21,22,23,25,25,25,25,25,25,25,28,28,28,30,30,31,32,33,33,34,34,35,36,39,39,41,41,44,50,50,50,61,61,61,61,61,61,63,63,63,67,68,68,69,69,69,72,72,72,75,78,81,82,85,88,90,96,98,101,106,107,112,112,115,117,122,125,130,135,135,142,142,149,153,157,167,170,175,176,179,182,182,182,182,182,189,189,189,189,190,190,192,193,193,193,194,194,196,197,201,201,204,204,208,208,210,215,215,215,215,215,215,215,215,218,218,224,224,225,225,234,238,239,240,243,243,246,247,248,251,251,251,251,254,255,255,258,258,258,259,259,259,259,259,260,260,260,260,262,262,262,264,264,267,267,267,268,268,271,271,271,271,271,271,271,271,271,272,272,272,272,274,274,274,274,276,276,276,276,276,276,276,281,281,301,302,302,303,303,303,304,304,305,305,305,305,305,305,307,307,308,308,315,315,315,315,316,316,316,316,316,318,318,319,319,321,322,323,323,324,327,327,329,331,331,333,333,333,333,333,335,336,337,337,342,344,344,344,350,350,350,352,352,356,358,364,366,366,369,370,370,370,566,573,573,573,579,579,584,584,591,591,595,596,599,599,599,610,611,611,611,619,625,626,626,628,630,631,634,640,640,644,647,654,661,661,661,661,665,665,671,671,673,675,675,678,678,679,681,681,684,686,686,691,693,693,693,695,695,695,695,700,700,700,700,700,700,707,707,707,707,711,711,711,711,712,712,712,712,712,712,712,717,717,717,722,722,726,726,726,726,726,726,726,726,726,734,739,739,743,743,745,745,745,745,745,745,745,745,745,745,745,745,745,745,745,745,745,745,745,748,748,752,752,756,756,756,760,763,763,766,768,768,768,770,770,770,772,772,772,772,775,775,775,775,776,776,776,776,776,779,779,779,779,779,780,780,781,782,782,782,782,782,786,789,789,797,804,805,817,821,825,831,834,834,846,854,857,866,866,873,879,879,888,891,896,898,912,916,916,924,924,933,937,945,960,962,969,969,973,979,980,980,984,984,984,984,984,984,1018,1018,1018,1020,1021,1021,1021,1023,1023,1023,1023,1023,1023,1038,1038,1038,1045,1045,1045,1045,1048,1048,1048,1048,1050,1050,1050,1050,1050,1050,1050,1050,1053,1053,1053,1053,1053,1053,1055,1057,1057,1057,1057,1059,1059,1059,1059,1061,1061,1061,1061,1061,1061,1068,1068,1068,1068,1068,1068,1068,1068,1068,1068,1068,1068,1068,1068,1068,1083,1083,1083,1084,1084,1084,1084,1084,1084,1084,1086,1086,1086,1086,1086,1086,1087,1087,1087,1089,1089,1089,1089,1089,1091,1091,1091,1091,1091,1091,1091,1091,1091,1091,1091,1091,1091,1091,1098,1098,1098,1098,1098,1098,1098,1099,1099,1099,1099,1099,1099,1099,1099,1099,1099,1099,1104,1104,1104,1104,1104,1104,1104,1104,1104,1104,1107,1107,1107,1107,1107,1107,1107,1113,1113,1113,1115,1118,1118,1118,1118,1118,1118,1126,1126,1126,1126,1126,1126,1126,1126,1126,1126,1126,1205,1205,1205,1205,1205,1205,1205,1205,1225,1225,1225,1225,1225,1225,1225,1225,1225,1225,1225,1225,1225,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1316,1316,1316,1316,1316,1316,1316,1316,1316,1316,1316,1316,1316,1316,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1335,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1337,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1338,1345,1345,1345,1345,1345,1345,1345,1345,1345,1345,1353,1353,1353,1371,1371,1371,1371,1371,1371,1371,1371,1375,1375,1375,1375,1375,1375,1375,1375,1375,1375,1376,1376,1376,1376,1376,1376,1376,1376,1390,1390,1390,1390,1390,1390,1390,1390,1390,1390,1390,1390,1390,1390,1390,1390,1390,1390,1390,1390,1391,1391,1391,1391,1391,1391,1391,1391,1393,1393,1393,1393,1393,1393,1396,1396,1396,1396,1400,1400,1400,1400,1400,1400,1405,1405,1405,1405,1405,1405,1405,1405,1422,1422,1422,1422,1422,1422,1422,1422,1422,1422,1441,1442,1442,1442,1442,1442,1442,1442,1442,1442,1442,1443,1443,1443,1443,1443,1443,1443,1443,1443,1443,1443,1443,1443,1443,1444,1444,1444,1444,1444,1444,1445,1445,1445,1445,1445,1445,1445,1445,1445,1445,1445,1445,1445,1445,1445,1445,1445,1445,1445,1445,1445,1447,1447,1447,1447,1447,1447,1447,1447,1452,1452,1452,1452,1452,1452,1452,1452,1452,1452,1455,1455,1455,1455,1455,1455,1455,1456,1456,1456,1456,1456,1456,1456,1457,1457,1457,1457,1461,1461,1461,1461,1461,1461,1461,1461,1461,1461,1462,1462,1462,1462,1462,1462,1462,1462,1462,1462,1462,1462,1462,1462,1462,1462,1462,1462,1462,1462,1462,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1463,1464,1464,1464,1464,1464,1464,1464,1464,1464,1464,1464,1464,1464,1464,1464,1464,1464,1464,1464,1464,1464,1464,1464,1464,1464 -,Costa Rica,9.7489,-83.7534,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,4,4,4,4,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,8,8,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,14,15,15,16,17,18,18,18,19,23,23,25,25,26,28,30,34,37,40,42,47,54,62,66,68,71,80,87,98,104,115,125,133,140,150,154,162,171,181,191,200,218,228,235,244,255,263,272,281,291,294,304,314,321,333,340,348,355,362,376,386,397,407,418,418,436,443,453,460,469,478,478,510,531,543,567,583,590,590,621,633,649,666,686,706,706,745,760,781,795,812,828,828,861,880,904,917,930,950,950,987,1004,1024,1040,1055,1076,1076,1108,1124,1134,1159,1168,1183,1183,1204,1222,1236,1251,1265,1282,1282,1312,1329,1340,1357,1371,1385,1385,1404,1419,1431,1444,1453,1464,1464,1491,1502,1513,1527,1537,1546,1546,1566,1578,1588,1599,1608,1608,1608,1641,1662,1674,1679,1690,1690,1690,1726,1731,1739,1757,1773,1773,1773,1825,1846,1864,1882,1895,1895,1895,1936,1956,1967,1980,1996,1996,1996,2037,2051,2065,2086,2086,2086,2086,2144,2156,2171,2185,2185,2185,2185,2229,2248,2267,2286,2305,2305,2305,2353,2367,2384,2401,2416,2416,2416,2458,2477,2492,2506,2518,2518,2518,2558,2567,2584,2599,2604,2604,2604,2634,2641,2650,2662,2672,2672,2672,2692,2698,2701,2710,2714,2714,2714,2730,2737,2745,2756,2763,2763,2763,2782,2785,2793,2796,2800,2800,2800,2812,2820,2824,2829,2833,2833,2833,2833,2848,2848,2848,2862,2862,2862,2862,2886,2886,2886,2896,2896,2896,2896,2908,2908,2908,2931,2931,2931,2931,2957,2957,2957,2957,2957,2957,2957,3000,3000,3000,3018,3018,3018,3018,3044,3044,3065,3071,3071,3071,3099,3104,3115,3125,3136,3143,3143,3168,3186,3202,3217,3231,3231,3231,3290,3310,3326,3341,3365,3365,3365,3430,3456,3482,3514,3547,3547,3547,3625,3673,3696,3736,3765,3765,3765,3849,3877,3908,3929,3962,3962,3962,4041,4074,4098,4124,4153,4153,4153,4228,4251,4278,4298,4322,4322,4322,4388,4407,4437,4459,4473,4473,4473,4530,4546,4567,4581,4602,4602,4602,4648,4661,4667,4674,4686,4686,4686,4726,4740,4753,4760,4773,4773,4773,4773,4829,4842,4857,4874,4874,4874,4906,4915,4925,4933,4941,4941,4941,4941,4987,4997,5013,5030,5030,5030,5030,5070,5087,5108,5124,5124,5124,5162,5169,5185,5199,5211,5211,5211,5255,5269,5284,5296,5312,5312,5312,5361,5378,5394,5417,5431,5431,5431,5492,5506,5523,5540,5568,5568,5568,5642,5673,5702,5721,5754,5754,5754,5754,5851,5889,5919,5949,5949,5949,6056,6098,6128,6168,6189,6189,6189,6277,6316,6349,6386,6413,6413,6413,6494,6522,6553,6584,6612,6612,6612,6698,6718,6744,6771,6797,6797,6797,6857,6880,6895,6895,6946,6946,6946,6983,6997,7008,7021,7029,7029,7029,7078,7093,7111,7124,7134,7134,7134,7164,7176,7176,7190,7197,7197,7197,7223,7231,7241,7248,7251,7251,7251,7264,7271,7280,7284,7287,7287,7287,7287,7299,7305,7309,7312,7312,7312,7318,7324,7324,7328,7332,7332,7332,7332,7333,7336,7336,7340,7340,7340,7340,7343,7343,7343,7343,7343,7343,7343,7353,7353,7353,7353,7353,7353,7353,7366,7369,7370,7372,7372,7372,7382,7386,7394,7401,7406,7406,7406,7421,7425,7434,7441,7451,7451,7451,7451,7492,7505,7521,7533,7533,7533,7575,7593,7605,7621,7641,7641,7641,7694,7712,7730,7752,7772,7772,7772,7806,7829,7847,7874,7894,7894,7894,7936,7954,7969,7984,7999,7999,7999,8037,8047,8057,8073,8082,8082,8082,8121,8136,8142,8149,8160,8160,8160,8186,8192,8202,8215,8226,8226,8226,8244,8256,8261,8263,8266,8266,8266,8266,8266,8298,8300,8308,8308,8308,8308,8327,8327,8327,8327,8327,8327,8327,8357,8357,8357,8357,8357,8357,8357,8357,8383,8383,8383,8383,8383,8383,8383,8405,8405,8405,8405,8405,8405,8405,8421,8421,8421,8421,8421,8421,8444,8444,8444,8444,8444,8444,8444,8444,8472,8472,8472,8472,8472,8472,8495,8495,8495,8495,8495,8495,8495,8495,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8525,8670,8670,8670,8690,8690,8690,8690,8720,8720,8720,8740,8740,8740,8754,8754,8754,8754,8774,8774,8774,8780,8780,8780,8780,8800,8800,8800,8808,8808,8808,8808,8828,8828,8836,8836,8836,8836,8836,8856,8856,8856,8867,8867,8867,8867,8887,8887,8887,8887,8893,8893,8893,8913,8913,8913,8913,8913,8913,8913,8933,8933,8933,8933,8933,8933,8933,8970,8970,8970,8970,8970,8970,8970,8970,8966,8966,8966,8966,8966,8966,8974,8974,8974,8974,8974,8974,8974,8982,8982,8982,8982,8982,8982,8982,8990,8990,8990,8990,8990,8990,8990,8999,8999,8999,9009,9009,9009,9009,9009,9009,9009,9019,9019,9019,9019,9019,9019,9019,9031,9031,9031,9031,9031,9031,9031,9031,9031,9031,9031,9038,9038,9038,9046,9046,9046,9046,9046,9046,9046,9046,9046,9046,9046,9051,9051,9051,9051,9051,9051,9051,9059,9059,9059,9072,9072,9072,9072,9072,9072,9072,9072,9072,9072,9072,9085,9085,9085,9104,9104,9104,9104,9104,9104,9104,9104,9104,9104,9104,9104,9123,9123,9123,9123,9123,9123,9142,9142,9142,9142,9142,9142,9142,9158,9158,915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-,Cote d'Ivoire,7.54,-5.5471,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,3,3,3,3,3,3,4,5,6,6,6,6,6,8,9,9,13,14,14,14,14,14,14,14,14,14,15,15,17,17,18,18,20,20,21,21,21,21,24,24,24,25,27,28,28,29,29,29,30,30,30,30,31,32,32,33,33,33,33,35,35,36,36,36,38,38,41,41,45,45,45,46,46,48,49,49,52,54,56,58,58,60,64,66,66,66,68,68,68,70,72,74,75,76,78,79,81,82,84,84,87,87,87,87,91,92,92,93,93,93,94,94,96,96,98,99,100,102,102,102,102,103,103,103,104,104,105,105,105,105,107,108,108,110,110,110,111,112,112,113,113,114,114,114,115,115,115,115,117,117,117,119,119,119,119,119,119,119,119,119,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,121,121,121,121,122,122,122,124,124,124,126,126,126,126,126,126,126,126,126,126,126,127,127,127,127,128,128,129,129,129,129,129,131,131,131,131,131,131,131,131,132,132,132,132,132,132,132,132,132,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,135,137,137,137,137,138,138,138,138,138,138,138,139,139,139,139,140,140,140,141,141,141,142,142,142,142,143,145,146,146,147,151,151,152,152,154,156,158,158,158,160,162,162,165,165,169,171,173,173,174,175,179,180,183,185,185,186,188,188,188,188,190,192,192,193,193,194,196,199,200,202,204,206,206,209,211,211,211,213,214,214,215,216,217,220,222,222,224,229,229,232,237,239,242,244,244,250,252,255,256,256,257,258,260,260,263,268,269,271,273,274,274,274,274,275,277,277,279,281,282,283,285,286,286,286,286,286,287,291,291,291,291,291,291,291,292,292,294,295,295,298,298,298,298,298,298,298,298,298,298,301,301,301,303,303,305,306,306,306,306,306,306,306,306,306,306,306,306,306,306,306,306,306,306,307,308,308,309,309,309,309,311,312,313,313,313,315,315,315,315,315,315,316,317,318,318,318,319,319,319,319,320,320,320,322,322,322,324,324,324,324,324,326,326,326,328,329,330,332,332,334,338,338,341,341,341,347,347,354,358,359,359,363,365,369,373,380,389,395,397,402,413,415,416,424,430,436,441,445,451,455,464,467,477,483,488,492,495,506,515,520,534,540,546,553,561,566,569,574,583,586,589,593,600,607,611,621,624,631,636,640,640,652,653,654,657,659,666,669,672,672,673,674,674,682,685,685,689,689,689,690,690,690,691,691,691,692,695,695,696,696,696,696,698,699,699,699,700,700,700,700,702,702,702,702,702,702,702,702,702,703,703,703,704,704,704,704,704,704,704,705,705,705,706,706,706,706,706,706,706,706,706,706,706,706,706,706,706,706,706,706,707,707,707,707,707,707,708,712,714,718,720,720,723,727,730,732,733,735,738,742,745,747,748,753,753,761,763,764,764,771,778,779,779,782,782,782,782,784,785,785,785,785,785,786,786,786,787,787,787,789,789,789,789,791,791,791,791,791,791,791,791,791,791,791,792,792,792,793,793,794,794,795,795,795,795,795,795,795,795,796,796,796,796,796,796,796,796,796,796,796,796,796,796,796,796,796,796,796,796,796,796,796,796,796,796,796,796,796,796,797,797,797,797,797,797,797,797,797,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,799,800,800,801,801,802,802,802,804,804,804,805,805,805,805,805,805,805,805,805,805,805,805,805,805,805,805,805,806,806,806,806,806,806,808,808,808,808,809,809,810,810,810,810,810,811,811,811,811,811,811,811,811,811,811,811,811,813,815,815,815,815,817,817,817,817,817,817,817,817,817,817,817,817,817,817,817,819,819,819,819,819,819,819,820,820,821,821,822,822,822,822,822,822,822,822,822,822,823,823,823,823,823,823,823,824,824,826,826,826,826,826,826,826,826,826,826,826,826,826,826,826,826,827,827,827,827,827,827,827,827,827,827,827,827,827,827,827,827,827,827,827,828,829,829,829,829,829,829,829,829,829,829,829,829,829,829,829,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,831,831,831,831,831,831,831,832,832,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,833,834,834,834,834,834,834,834,834,834,834,834,834,834,834,834,834,834,834,834,834,834,834,834,834,834,834,834 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-Faroe 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-Greenland,Denmark,71.7069,-42.6043,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,3,3,3,3,4,4,4,4,4,4,4,5,5,5,5,5,6,6,6,6,6,6,6,7,7,7,7,7,7,7,9,10,10,12,12,12,12,13,16,16,16,16,16,18,19,19,18,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,20,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21 -,Denmark,56.2639,9.5018,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,3,4,4,6,9,13,13,24,32,34,41,52,65,72,77,90,104,123,139,161,179,187,203,218,237,247,260,273,285,299,309,321,336,346,355,364,370,384,394,403,418,422,427,434,443,452,460,475,484,493,503,506,514,522,526,529,533,527,533,537,537,543,547,548,551,554,561,561,561,562,563,563,565,568,568,571,574,576,580,580,582,586,587,589,593,593,593,593,594,597,597,598,598,598,600,600,600,600,602,603,603,603,604,604,604,605,605,606,606,606,606,606,607,609,609,609,609,609,609,610,610,610,610,611,611,611,611,611,611,612,613,613,613,613,613,614,615,615,615,615,616,616,616,617,617,617,617,620,621,621,621,621,621,621,621,621,621,621,621,622,622,623,623,623,624,624,624,624,624,625,626,626,627,627,627,628,628,628,629,629,630,631,633,633,633,635,635,635,638,640,641,643,645,647,648,649,649,650,650,651,652,654,658,659,663,663,665,665,667,669,671,674,675,677,677,679,680,686,688,690,694,697,700,702,708,709,715,716,719,721,723,724,728,729,733,738,740,743,747,750,753,755,756,757,760,764,768,770,773,778,781,784,789,797,802,811,816,823,829,837,846,852,858,867,878,885,894,901,904,918,927,935,941,950,961,975,992,1007,1019,1035,1053,1070,1096,1114,1134,1153,1174,1204,1226,1256,1298,1322,1345,1374,1389,1420,1450,1487,1517,1542,1570,1597,1623,1660,1660,1720,1747,1775,1805,1837,1872,1909,1941,1969,1983,2010,2030,2050,2071,2084,2106,2125,2145,2160,2170,2184,2201,2215,2216,2216,2244,2255,2269,2280,2284,2292,2301,2308,2316,2319,2327,2333,2338,2343,2343,2345,2351,2353,2358,2361,2365,2367,2370,2374,2377,2377,2379,2381,2381,2382,2384,2387,2390,2391,2393,2395,2396,2397,2397,2399,2400,2402,2403,2404,2409,2411,2413,2414,2415,2417,2419,2423,2424,2428,2429,2430,2432,2435,2436,2436,2439,2441,2443,2446,2447,2449,2452,2452,2455,2459,2463,2465,2467,2472,2474,2475,2477,2479,2481,2483,2483,2489,2490,2490,2491,2491,2493,2495,2497,2497,2497,2499,2499,2499,2499,2502,2502,2503,2503,2505,2506,2506,2507,2508,2509,2510,2511,2511,2512,2516,2516,2516,2516,2516,2517,2517,2518,2518,2520,2520,2520,2522,2523,2525,2525,2526,2527,2527,2528,2528,2530,2530,2531,2531,2531,2531,2531,2531,2532,2533,2534,2534,2535,2536,2537,2537,2537,2538,2538,2538,2538,2539,2539,2539,2539,2539,2540,2541,2542,2542,2542,2542,2542,2542,2542,2542,2542,2543,2546,2547,2548,2548,2549,2549,2550,2550,2550,2552,2552,2552,2552,2552,2554,2554,2555,2558,2559,2560,2560,2562,2562,2562,2563,2564,2566,2567,2568,2571,2573,2576,2577,2580,2580,2584,2584,2584,2587,2590,2590,2592,2594,2599,2604,2608,2611,2611,2614,2614,2617,2619,2622,2625,2628,2630,2633,2634,2638,2640,2640,2642,2646,2652,2654,2656,2659,2663,2663,2664,2664,2665,2668,2669,2669,2669,2671,2674,2674,2676,2679,2680,2685,2688,2690,2694,2696,2696,2697,2699,2699,2703,2708,2709,2709,2713,2714,2716,2716,2717,2722,2725,2735,2738,2740,2742,2745,2749,2753,2760,2767,2772,2781,2786,2792,2797,2807,2810,2816,2820,2829,2841,2850,2863,2872,2883,2895,2909,2912,2927,2939,2946,2956,2965,2972,2983,2996,3005,3014,3023,3030,3039,3051,3054,3067,3076,3084,3144,3158,3173,3187,3187,3187,3217,3231,3247,3256,3267,3272,3287,3292,3307,3322,3333,3343,3371,3385,3394,3408,3433,3453,3468,3484,3494,3505,3519,3535,3550,3571,3596,3608,3621,3635,3656,3674,3700,3717,3738,3755,3770,3790,3811,3828,3863,3881,3909,3927,3948,3977,4001,4038,4068,4109,4139,4163,4207,4250,4278,4312,4341,4375,4422,4461,4501,4538,4584,4612,4649,4687,4687,4772,4830,4868,4905,4948,5008,5049,5076,5128,5175,5196,5232,5257,5300,5338,5375,5402,5430,5460,5486,5518,5542,5583,5585,5585,5585,5668,5698,5723,5745,5762,5777,5798,5813,5837,5861,5885,5908,5921,5932,5945,5961,5974,5985,5997,5997,6019,6030,6047,6060,6072,6084,6105,6116,6125,6135,6149,6158,6170,6183,6191,6207,6218,6226,6234,6238,6244,6252,6260,6271,6278,6285,6287,6293,6296,6304,6312,6312,6312,6312,6312,6335,6339,6343,6344,6350,6350,6358,6363,6368,6372,6376,6376,6376,6376,6388,6392,6395,6404,6404,6404,6414,6417,6419,6421,6421,6421,6421,6429,6432,6434,6436,6438,6438,6438,6448,6454,6463,6469,6471,6471,6471,6487,6494,6499,6505,6510,6510,6510,6529,6530,6530,6543,6551,6551,6551,6563,6567,6571,6581,6591,6591,6591,6591,6618,6623,6628,6639,6639,6639,6671,6682,6687,6700,6701,6701,6701,6751,6758,6774,6780,6792,6792,6792,6816,6826,6833,6836,6846,6846,6846,6865,6871,6884,6888,6893,6893,6893,6912,6920,6923,6934,6936,6936,6936,6953,6960,6963,6965,6968,6968,6968,6982,6983,6987,6990,6993,6993,6993,7004,7006,7016,7021,7026,7026,7026,7039,7043,7057,7065,7074,7074,7074,7087,7088,7103,7112,7121,7121,7121,7141,7151,7158,7165,7173,7173,7173,7195,7206,7222,7234,7247,7247,7247,7286,7295,7305,7312,7321,7321,7321,7347,7354,7363,7375,7387,7387,7387,7413,7420,7423,7430,7434,7434,7434,7452,7463,7469,7470,7470,7470,7470,7494,7496,7500,7508,7513,7513,7513,7524,7528,7532,7537,7541,7541,7541,7555,7557,7557,7573,7579,7579,7579,7596,7608,7620,7626,7635,7635,7635,7662,7672,7680,7691,7701,7701,7701,7701,7747,7758,7758,7758,7758,7758,7758,7848,7864,7876,7889,7889,7889,7931,7941,7960,7971,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-,Diamond Princess,0.0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,3,3,3,4,4,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,8,8,8,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13 -,Djibouti,11.8251,42.5903,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,4,4,4,7,7,9,10,10,10,10,14,14,18,20,20,22,24,24,25,26,26,26,26,28,31,34,34,37,38,41,43,43,43,43,43,45,45,45,48,49,52,52,52,52,52,53,54,55,55,55,55,55,55,55,55,56,56,56,56,56,56,56,56,56,56,56,56,56,58,58,58,58,58,58,58,58,58,58,58,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,61,62,62,62,62,62,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,64,64,64,64,64,66,66,67,68,69,70,71,72,72,72,76,85,90,92,94,94,96,100,102,106,110,110,114,116,119,123,129,130,132,132,136,138,142,142,143,143,145,146,146,147,147,148,148,149,149,149,151,151,151,151,151,151,151,151,152,152,152,152,153,153,153,153,153,153,153,154,154,154,154,154,154,154,154,154,154,154,154,154,154,154,154,154,154,154,154,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,156,156,156,156,156,156,156,156,156,156,156,156,156,156,156,156,156,156,156,156,156,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,157,159,159,159,159,162,162,162,162,162,167,167,167,167,169,171,172,174,174,174,174,174,174,177,178,179,179,179,179,179,181,181,181,181,181,181,181,181,181,181,181,181,181,181,181,182,183,183,183,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,187,187,187,187,188,188,188,188,188,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189,189 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-,El Salvador,13.7942,-88.8965,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,3,3,4,4,5,6,6,6,6,6,6,6,6,7,7,7,7,7,7,8,8,8,8,8,8,9,10,10,11,11,13,14,15,15,16,17,17,18,20,20,23,25,26,30,30,30,31,33,33,33,35,35,36,39,39,42,46,46,46,49,51,52,53,53,53,56,60,64,68,68,72,74,74,76,79,82,86,93,98,107,113,119,126,133,143,152,164,174,182,191,202,210,217,223,229,235,243,249,254,260,267,278,286,298,309,324,335,344,352,363,372,379,390,400,408,417,430,439,448,459,467,477,486,498,513,520,536,549,563,570,577,584,595,603,612,618,625,633,640,646,654,661,669,678,687,694,702,708,713,717,724,731,739,744,752,759,764,765,770,774,777,782,785,788,792,796,801,804,808,811,812,814,819,823,826,826,826,831,839,843,848,853,857,863,865,869,873,877,881,887,890,894,899,904,908,912,917,922,926,929,933,936,940,944,949,953,957,962,967,971,975,979,983,987,992,997,1002,1006,1010,1014,1020,1024,1028,1033,1039,1044,1047,1052,1056,1061,1064,1070,1075,1081,1086,1086,1098,1102,1107,1111,1114,1120,1129,1134,1142,1153,1159,1164,1168,1174,1180,1186,1193,1200,1205,1212,1219,1227,1234,1242,1250,1257,1265,1274,1283,1289,1297,1305,1313,1313,1327,1327,1327,1327,1358,1364,1373,1382,1390,1398,1408,1419,1428,1437,1447,1459,1469,1479,1487,1498,1509,1521,1530,1540,1551,1561,1572,1583,1589,1599,1604,1614,1623,1632,1638,1646,1653,1662,1673,1681,1692,1701,1709,1719,1727,1734,1742,1750,1758,1767,1776,1785,1792,1799,1807,1815,1823,1832,1841,1847,1854,1861,1869,1878,1887,1894,1894,1907,1915,1923,1929,1935,1940,1945,1950,1954,1958,1962,1962,1971,1975,1979,1983,1986,1990,1990,1996,1998,2000,2003,2006,2006,2006,2017,2021,2025,2030,2030,2037,2040,2044,2048,2051,2054,2057,2060,2064,2068,2072,2075,2078,2082,2086,2089,2093,2098,2103,2106,2111,2117,2120,2124,2124,2132,2134,2137,2141,2143,2146,2150,2154,2158,2164,2168,2173,2178,2182,2187,2191,2195,2199,2202,2206,2211,2216,2220,2224,2229,2233,2237,2241,2245,2249,2252,2255,2260,2260,2266,2270,2274,2279,2279,2284,2288,2292,2295,2299,2305,2310,2315,2321,2327,2332,2336,2341,2346,2351,2356,2361,2367,2371,2376,2381,2387,2393,2397,2403,2409,2414,2420,2428,2433,2439,2445,2451,2457,2464,2470,2477,2484,2492,2499,2508,2519,2529,2538,2547,2558,2567,2577,2587,2599,2613,2629,2641,2651,2663,2672,2681,2691,2703,2717,2730,2742,2749,2759,2769,2781,2789,2794,2804,2812,2817,2824,2831,2840,2846,2855,2863,2872,2880,2890,2898,2909,2918,2926,2934,2944,2952,2961,2969,2977,2986,2995,3005,3013,3022,3032,3043,3056,3066,3078,3090,3102,3114,3125,3138,3152,3164,3174,3185,3197,3211,3222,3234,3245,3262,3277,3293,3312,3327,3345,3357,3368,3381,3392,3405,3420,3435,3447,3460,3477,3490,3505,3520,3532,3544,3554,3564,3575,3586,3596,3604,3613,3622,3629,3638,3647,3654,3664,3670,3675,3682,3690,3695,3704,3709,3715,3721,3728,3731,3735,3738,3741,3746,3751,3753,3756,3759,3762,3764,3764,3769,3771,3774,3776,3778,3779,3781,3781,3783,3786,3789,3790,3791,3792,3793,3795,3797,3800,3800,3802,3803,3805,3807,3809,3810,3812,3815,3817,3818,3818,3820,3820,3821,3823,3824,3824,3825,3826,3826,3826,3826,3826,3827,3827,3827,3827,3828,3829,3832,3832,3834,3834,3837,3840,3843,3847,3851,3855,3857,3862,3866,3871,3877,3884,3891,3899,3908,3914,3921,3927,3933,3942,3952,3960,3967,3975,3982,3989,3994,4002,4011,4019,4027,4032,4032,4041,4044,4048,4054,4058,4062,4062,4068,4071,4074,4077,4081,4083,4086,4088,4091,4092,4093,4094,4095,4095,4100,4101,4102,4104,4105,4107,4109,4109,4113,4113,4114,4115,4115,4116,4116,4117,4118,4118,4119,4119,4119,4120,4120,4121,4121,4121,4121,4121,4122,4122,4124,4124,4124,4125,4125,4125,4125,4126,4126,4127,4127,4127,4127,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4128,4129,4129,4129,4129,4129,4129,4130,4130,4130,4130,4130,4130,4130,4131,4131,4131,4131,4131,4131,4131,4132,4132,4132,4132,4132,4132,4133,4133,4133,4134,4134,4134,4135,4135,4135,4135,4135,4135,4136,4137,4137,4137,4138,4139,4139,4139,4139,4139,4141,4141,4142,4144,4146,4146,4149,4150,4152,4152,4153,4155,4156,4160,4163,4164,4165,4167,4171,4174,4174,4177,4178,4181,4184,4184,4184,4184,4189,4190,4192,4194,4194,4194,4194,4199,4201,4204,4206,4208,4210,4213,4214,4216,4216,4216,4217,4217,4217,4217,4217,4217,4218,4218,4219,4219,4219,4220,4220,4221,4221,4221,4221,4222,4223,4223,4224,4224,4224,4224,4224,4224,4226,4226,4227,4227,4227,4228,4228,4228,4228,4228,4228,4228,4228,4228,4229,4229,4229,4229,4229,4229,4229,4229,4229,4229,4229,4229,4229,4229,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230,4230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-,Equatorial Guinea,1.6508,10.2679,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,3,3,4,4,4,4,4,4,4,6,7,7,7,7,7,7,7,10,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,83,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,87,87,87,87,87,87,87,87,87,87,88,88,89,89,89,91,91,91,91,91,91,92,92,93,93,93,96,96,96,96,96,98,98,98,98,98,100,100,100,100,100,100,101,101,102,102,102,102,102,102,102,102,103,103,103,103,104,104,104,104,104,106,106,106,106,106,106,106,106,106,106,106,106,106,107,107,107,107,107,107,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,113,113,113,113,113,113,113,113,113,118,118,118,118,118,118,118,118,118,118,118,118,118,118,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,122,122,122,122,122,122,122,122,122,122,122,122,122,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,124,124,126,126,126,128,128,128,129,129,129,129,129,131,131,131,131,136,137,137,137,137,137,140,140,142,142,142,142,142,142,146,147,147,147,147,150,150,150,154,154,154,154,155,155,156,156,156,156,156,161,161,163,163,163,163,163,163,163,163,163,166,167,167,167,167,167,168,168,168,168,168,168,168,168,168,168,168,168,169,169,169,170,170,170,170,170,170,170,173,173,173,173,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,177,177,177,177,177,177,177,178,178,178,178,178,179,179,179,179,179,181,181,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,182,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183,183 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892,8892,8892,8936,8936,8936,8936,8936,8936,8936,8967 -French Guiana,France,3.9339,-53.1258,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,3,3,5,5,5,5,5,6,8,8,9,10,11,12,12,15,15,16,16,16,16,16,20,21,22,22,23,26,26,29,31,33,34,34,37,37,38,39,39,40,41,41,41,42,43,43,43,43,43,43,44,45,47,47,47,48,48,49,49,50,51,53,53,53,53,53,54,54,55,55,55,56,56,56,58,58,58,58,59,60,61,61,62,62,62,62,62,62,63,63,63,63,63,64,65,65,65,65,65,65,65,65,65,65,65,65,65,66,66,67,67,67,67,68,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,72,72,73,73,74,74,74,74,74,74,74,74,75,75,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,78,79,79,79,79,79,79,79,79,80,80,80,80,80,80,80,83,83,83,83,83,83,83,85,85,85,85,85,85,85,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,89,89,89,89,89,89,93,93,96,96,96,93,93,94,94,94,94,94,94,94,95,95,95,95,95,95,96,96,96,97,98,98,98,100,100,100,100,101,101,104,104,104,104,104,104,104,106,106,106,108,108,108,108,109,109,110,110,112,112,112,113,114,114,116,116,116,116,116,119,120,121,121,121,121,126,129,130,130,133,133,133,136,136,136,136,136,136,141,142,142,142,142,142,142,142,143,145,145,146,146,146,148,148,154,154,156,156,156,157,161,161,163,163,163,163,163,167,169,169,170,170,170,174,177,179,184,185,185,185,187,189,189,189,193,193,193,193,195,195,196,197,197,197,198,200,201,201,204,204,204,204,207,207,208,215,215,215,215,215,219,219,220,220,220,221,223,224,225,225,225,225,227,230,231,231,232,232,232,235,245,248,250,250,250,250,256,256,262,262,262,262,262,268,268,280,280,281,281,281,281,281,289,291,293,293,293,293,297,297,297,298,298,298,298,302,302,304,306,306,306,308,308,311,311,313,313,313,315,316,316,318,318,318,318,322,322,322,322,322,322,322,322,323,323,325,325,325,325,326,327,327,328,328,328,328,328,329,329,329,331,331,331,332,332,333,333,335,335,335,336,336,337,337,337,337,337,337,337,338,338,338,338,338,338,339,339,339,342,342,342,343,344,344,344,344,344,344,348,348,352,356,357,357,357,359,361,363,363,363,363,363,371,371,378,379,381,381,381,383,383,383,383,383,383,383,384,384,385,385,386,386,386,387,387,389,391,391,391,391,391,391,391,391,392,392,392,393,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,394,395,395,395,395,395,395,395,395,395,395,395,395,395,395,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,397,399,399,399,399,399,399,399,400,400,400,400,400,400,400,401,401,401,401,401,401,401,401,401,401,401,401,401,401,402,402,402,402,402,402,402,402,402,402,402,402,402,402,404,404,404,404,404,404,404,407,407,407,407,407,407,407,407,407,407,407,407,407,407,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,409,409,409,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,410,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,411,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413,413 -French Polynesia,France,-17.6797,149.4068,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,2,2,2,5,5,6,6,6,6,7,7,7,8,8,8,9,9,10,10,10,10,10,11,11,13,13,14,14,14,16,16,19,19,20,20,20,26,26,29,29,29,29,29,38,38,39,39,39,39,39,49,52,52,52,53,53,53,56,61,62,62,63,63,63,68,70,70,72,73,73,73,75,76,77,78,79,79,79,79,86,90,91,91,91,91,96,97,98,101,103,103,103,106,106,107,108,108,108,108,113,113,114,114,114,114,114,121,121,121,121,122,122,122,124,124,124,126,126,126,126,127,127,127,128,128,128,128,129,131,131,131,131,131,131,132,132,133,133,133,133,133,135,135,135,135,135,135,135,135,136,136,136,137,137,137,138,138,139,139,139,139,139,139,140,140,140,140,140,140,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,143,144,144,144,144,144,144,144,144,144,144,144,144,144,144,144,144,145,145,145,145,146,147,147,148,148,149,149,153,154,154,155,157,157,157,166,176,181,184,188,188,188,211,224,235,245,257,257,257,311,328,353,370,385,385,385,423,436,446,463,480,480,480,513,522,535,538,551,551,551,575,581,583,585,593,593,593,599,602,606,608,611,611,611,616,617,620,621,623,623,623,623,624,625,626,626,626,626,629,629,631,632,633,633,633,635,635,635,635,635,635,635,635,635,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,636,637,637,637,637,637,637,637,637,637,637,637,637,637,638,638,638,638,639,641,641,642,642,642,642,643,643,643,643,643,643,643,645,645,645,645,645,645,645,645,646,646,646,646,646,646,646,646,646,646,646,646,646,647,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,648,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649 -Guadeloupe,France,16.265,-61.551,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,2,4,4,4,6,6,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,16,16,16,16,16,18,18,18,18,18,18,18,23,23,23,24,24,24,24,26,26,26,26,26,26,26,42,42,42,42,42,42,42,57,57,57,57,57,57,77,77,77,77,77,77,77,96,96,96,96,96,96,96,115,115,115,115,115,115,115,115,126,126,126,126,126,126,133,133,133,133,133,133,133,139,139,139,139,139,139,139,143,143,143,144,144,144,144,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,152,152,152,152,152,152,152,152,152,154,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,156,156,156,156,156,156,156,156,156,156,156,157,157,157,157,157,157,157,157,157,157,158,158,158,158,158,158,158,159,159,159,159,159,159,159,160,160,160,160,160,160,160,163,163,163,163,164,164,164,164,164,164,164,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,169,169,169,169,169,169,169,173,173,173,173,173,178,177,177,177,177,177,177,183,189,189,189,189,189,189,189,189,194,194,194,194,194,194,194,194,211,211,211,211,211,211,228,228,228,228,228,228,236,236,236,236,236,236,236,236,236,236,245,245,245,245,245,255,255,255,255,255,255,255,255,255,255,255,255,255,255,260,260,260,260,260,260,260,265,265,265,265,265,265,265,265,266,266,266,266,266,266,266,266,267,267,267,267,267,267,270,270,270,270,270,270,270,274,274,274,274,274,274,274,278,278,278,278,278,278,278,280,280,280,280,280,280,280,283,283,283,283,283,283,283,283,291,291,291,291,291,291,335,346,346,346,346,346,346,389,427,427,427,427,427,427,503,508,508,508,508,508,508,506,506,606,606,606,606,606,606,695,695,695,695,695,695,747,747,747,747,769,769,769,769,769,767,767,767,767,767,767,785,785,785,785,785,785,785,785,800,800,800,800,800,800,809,809,809,809,809,809,809,815,815,815,815,815,815,815,815,815,820,820,820,820,820,822,822,822,822,822,822,822,822,822,822,822,822,822,823,823,823,823,823,823,823,823,823,823,823,823,823,823,823,823,823,823,823,823,823,828,828,828,828,828,828,828,828,830,830,830,830,830,830,835,831,831,831,831,831,831,831,831,831,831,831,831,831,831,832,832,832,832,832,832,835,835,835,835,835,835,835,835,835,844,844,844,844,844,844,855,855,855,855,855,855,855,855,855,855,873,873,873,873,873,889,889,889,889,889,909,909,909,909,909,909,909,918,918,918,918,918,918,918,919,919,919,919,919,919,919,919,924,924,924,924,924,924,928,928,928,928,928,928,928,931,931,931,931,931,931,931,938,938,938,938,938,938,938,940,940,940,940,940,940,940,940,941,941,941,941,941,941,942,942,942,942,942,942,942,942,944,944,944,944,944,944,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,947,947,947,947,947,947,947,947,948,948,948,948,948,948,949,949,949,949,949,949,949,950,950,950,950,950,950,950,950,950,950,950,950,950,950,955,955,955,955,955,955,955,957,957,957,957,957,957,957,958,958,958,958,958,958,958,960,960,960,960,960,960,960,965,965,965,965,965,965,965,971,971,971,971,971,971,971,971,971,971,971,971,971,971,978,978,978,978,978,978,978,978,978,978,978,978,978,978,986,986,986,986,986,986,986,986,986,986,986,986,986,986,986,986,986,986,986,986,986,986,986,986,986,986,986,986,989,989,989,989,989,989,989,989,989,989,989,989,989,989,991,991,991,990,990,990,990,990,990,990,990,990,990,990,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,993,995,995,995,995,995,995,995,995,995,995,995,995,995,997,997,997,997,997,997,997,997,997,997,997,997,997,997,997,997,997,997,997,997,997,997,999,999,999,999,999,999,999,1003,1003,1003,1003,1003,1003,1003,1003,1003,1003,1003,1003,1003,1003,1007,1007,1007,1007,1007,1007,1007,1007,1007,1007,1007,1007,1007,1007,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010,1010 -Martinique,France,14.6415,-61.0242,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,3,3,3,3,3,4,4,4,6,6,6,6,6,6,6,8,8,8,8,12,12,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,20,20,20,20,20,20,20,20,21,21,21,21,21,21,22,22,22,22,22,22,22,24,24,24,24,24,24,24,24,24,24,24,24,24,24,30,30,30,30,30,30,30,30,33,33,33,33,33,33,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,40,40,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,41,41,41,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,44,44,44,44,44,44,44,44,44,44,44,44,44,44,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,50,50,50,50,50,50,54,54,54,54,54,54,54,59,59,59,59,59,59,59,59,66,66,66,66,66,66,66,66,70,70,70,70,70,70,79,79,79,79,79,79,87,87,87,87,87,87,87,87,87,87,90,90,90,90,90,93,93,93,93,93,93,93,95,95,95,95,95,95,95,97,97,97,97,97,97,97,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,102,102,102,102,102,102,102,104,104,104,104,104,104,104,129,129,147,147,154,154,154,167,178,184,184,184,184,184,221,224,243,243,274,274,274,278,278,291,291,291,411,411,411,411,411,411,477,477,477,487,499,527,528,528,528,528,556,563,576,581,585,585,585,588,594,600,602,609,609,609,615,626,626,626,628,628,628,632,632,639,643,645,645,645,645,645,656,656,656,656,656,656,668,670,670,673,673,673,673,673,675,675,681,681,681,683,683,683,683,683,683,683,696,698,698,700,700,700,700,700,700,700,700,703,703,703,704,704,704,707,707,707,707,710,710,715,715,721,721,721,724,724,725,734,735,735,735,737,737,740,756,756,756,756,763,763,763,769,769,769,769,775,775,777,777,777,777,777,777,784,784,784,788,788,788,788,788,794,795,795,795,795,805,805,813,813,816,816,816,821,821,821,826,827,827,827,832,832,833,842,842,842,842,842,842,845,856,856,856,856,857,857,859,859,859,859,859,861,861,871,871,871,871,871,871,894,894,895,895,895,895,895,899,899,902,902,902,902,904,904,904,905,908,908,908,909,909,909,909,910,910,910,912,912,913,913,914,914,914,916,916,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,918,938,938,938,938,938,938,942,942,942,942,942,942,942,950,950,950,950,950,950,950,957,957,957,957,957,957,957,965,965,965,965,965,965,965,971,971,971,971,971,971,971,981,981,981,981,981,981,981,986,986,986,986,986,986,986,992,992,992,992,992,992,992,998,998,998,998,998,998,998,998,998,998,998,998,998,998,1009,1009,1009,1009,1009,1009,1009,1009,1009,1009,1009,1009,1009,1009,1022,1022,1022,1022,1022,1022,1022,1022,1022,1022,1022,1022,1022,1022,1036,1036,1036,1036,1036,1036,1036,1036,1036,1036,1036,1036,1036,1036,1042,1042,1042,1042,1042,1042,1042,1044,1044,1044,1044,1044,1044,1044,1044,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1047,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1057,1071,1071,1071,1071,1071,1071,1071,1071,1071,1071,1071,1071,1071,1071,1071,1076,1076,1076,1076,1076,1076,1076,1076,1076,1076,1076,1076,1076,1076,1076,1076,1076,1076,1076,1076,1079,1079,1079,1079,1079,1079,1079,1085,1085,1085,1085,1085,1085,1085,1085,1085,1085,1085,1085,1085,1085,1089,1089,1089,1089,1089,1089,1089,1089,1089,1089,1089,1089,1089,1089,1091,1091,1091,1091,1091,1091,1091,1091,1091,1091,1091,1091,1091,1091,1091,1092,1092,1092,1092,1092,1092,1092,1092,1092,1092,1092,1092,1092,1092,1092,1092 -Mayotte,France,-12.8275,45.166244,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,2,2,2,2,2,2,3,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,6,6,9,9,10,10,11,11,11,12,14,16,16,18,18,18,18,19,19,19,19,20,20,20,20,21,21,21,21,24,24,24,25,25,25,25,25,28,28,28,28,28,29,29,29,29,29,29,31,31,31,31,32,32,32,32,32,32,35,35,35,35,35,34,34,34,34,37,37,37,37,37,37,37,37,37,37,37,38,38,38,38,38,38,38,38,38,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,40,42,42,42,42,42,42,42,42,42,43,43,43,43,43,43,43,43,43,43,43,43,44,44,44,44,44,44,44,44,44,44,44,44,45,45,45,45,45,45,45,46,46,46,46,46,46,46,46,46,48,48,48,48,48,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,51,52,52,52,52,53,53,53,53,53,53,53,53,54,54,54,54,54,54,55,55,55,55,55,55,55,56,56,56,56,56,56,56,56,56,56,58,58,58,58,58,58,58,58,58,59,59,59,59,60,61,61,61,61,61,61,62,63,64,64,64,65,68,69,72,72,78,78,81,85,85,89,92,92,92,95,98,98,102,102,102,110,110,110,110,125,125,125,128,129,129,129,129,129,129,137,137,137,142,142,151,151,151,151,154,154,154,154,154,154,154,161,161,161,162,162,162,162,167,167,167,167,167,167,167,167,168,168,168,168,168,169,169,169,169,169,169,169,169,170,170,170,170,170,170,170,170,170,170,170,170,170,170,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,173,173,173,173,173,173,173,173,173,173,173,173,173,173,173,173,173,173,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,176,176,176,176,176,176,176,176,176,177,177,177,177,178,178,178,178,178,178,178,180,180,180,180,180,180,180,180,180,181,181,181,181,181,181,181,182,182,182,182,182,182,182,182,182,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,186,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,188,188,188,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187 -New Caledonia,France,-20.904305,165.618042,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,4,4,7,14,16,22,25,33,49,62,62,72,83,93,101,114,119,129,142,150,157,165,177,185,191,196,200,201,209,225,226,231,236,241,242,243,245,247,252,252,257,261,261,263,264,264,264,265,266,267,267,267,267,267,268,269,271,271,272,272,272,272,272,273,273,273,273,274,276,276,276,276,276,276,276,276,276,276,276,276,278,278,279,279,279,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,282,282,282,282,282,282,282,282,283,283,283,283,283,283,283,284,284,284,284,284,284,284,284,284,284,284,284,284,284,284,287,287,287,287,287,287,287,299,299,299,299,299,299,300,301,301,302,302,302,302,304,304,304,305,305,305,305,305,305,306,306,306,306,307,307,307,310,310,310,310,311,311,311,311,311,311,311,311,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,312,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,313,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314,314 -Reunion,France,-21.1151,55.5364,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,9,9,10,10,10,11,13,13,13,13,13,14,14,15,15,15,15,15,15,15,15,15,15,15,11,11,11,11,14,14,16,16,16,16,16,16,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,19,19,20,20,20,20,20,22,22,24,24,24,26,26,26,26,27,27,27,28,28,28,28,28,28,29,31,31,34,34,35,35,35,35,35,39,39,40,40,40,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,45,45,45,45,45,45,45,45,45,45,45,45,45,45,46,46,46,46,46,47,47,47,47,47,47,47,47,47,47,47,47,47,47,48,48,48,48,48,48,48,52,52,52,52,52,52,59,59,59,59,59,59,59,59,71,71,71,71,71,71,87,87,87,87,87,87,87,102,102,102,102,102,102,102,115,115,115,115,115,115,115,123,123,123,123,123,123,135,135,135,135,135,135,135,135,141,141,141,141,141,141,148,148,148,148,148,148,148,148,150,150,150,150,150,150,150,169,169,169,169,169,169,169,176,176,176,176,176,176,176,189,189,189,189,189,189,189,203,203,203,203,203,203,203,212,212,212,212,212,212,212,220,220,220,220,220,220,220,226,226,226,226,226,226,237,237,237,237,237,237,237,244,244,244,244,244,244,244,244,256,256,256,256,256,256,256,266,266,266,266,266,266,266,275,275,275,275,275,275,288,288,288,288,288,288,288,288,298,298,298,298,298,298,310,310,310,310,310,310,310,310,332,332,332,332,332,332,332,342,342,342,342,342,342,342,354,354,354,354,354,354,358,358,358,358,358,358,358,363,363,363,363,363,363,363,363,366,366,366,366,366,366,369,369,369,369,369,369,369,370,370,370,370,370,370,370,370,370,370,372,372,372,372,372,374,374,374,374,374,374,374,374,376,376,376,376,376,376,376,376,376,376,376,376,376,376,379,379,379,379,379,379,381,381,381,381,381,381,384,384,384,384,384,384,384,391,391,391,391,391,391,391,393,393,393,393,393,393,393,393,393,401,401,401,401,401,401,409,409,409,409,409,409,409,419,419,419,419,419,419,419,435,435,435,435,435,435,435,435,462,462,462,462,462,462,500,500,500,500,500,500,500,531,531,531,531,531,531,531,565,565,565,565,565,565,565,603,603,603,603,603,603,640,640,640,640,640,640,640,666,666,666,666,666,666,666,680,680,680,680,680,680,680,689,689,689,689,689,689,689,689,702,702,702,702,702,702,709,709,709,709,709,709,709,720,720,720,720,720,720,720,720,731,731,731,731,731,731,731,731,731,742,742,742,742,742,749,749,749,749,749,749,756,756,756,756,756,756,756,762,762,762,762,762,762,762,770,770,770,770,770,770,770,777,777,777,777,777,777,777,777,777,784,784,784,784,784,784,784,796,796,796,796,796,799,799,799,799,799,799,799,799,807,807,807,807,807,807,812,812,812,812,812,812,812,812,812,812,819,819,819,819,819,819,819,819,819,819,825,825,825,825,825,825,825,825,825,825,832,832,832,832,832,832,832,839,839,839,839,839,839,839,839,853,853,853,853,853,853,853,855,855,855,855,855,855,855,861,861,861,861,861,861,861,874,874,874,874,874,874,874,874,874,874,879,879,879,884,884,884,884,884,884,884,884,892,892,892,892,892,892,895,895,895,895,895,895,895,895,894,894,894,894,894,894,894,894,894,894,896,896,896,896,898,898,898,898,898,898,898,899,899,899,899,899,899,899,899,899,899,899,899,899,899,899,899,899,899,899,899,899,902,902,902,902,902,902,902,902,902,902,902,902,902,903,903,903,903,903,903,903,903,905,905,905,905,905,905,905,905,905,905,905,905,905,905,906,906,906,906,906,906,906,906,906,906,906,906,906,906,911,911,911,911,911,911,911,915,915,915,915,915,915,915,916,916,916,916,916,916,916,916,916,916,919,919,919,919,919,919,919,919,919,919,919,919,919,919,921,921,921,921,921,921,921,921,921,921,921,921,921,921,921,921,921,921,921,921,921,921,921,921,921 -Saint Barthelemy,France,17.9,-62.8333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,4,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6 -Saint Pierre and Miquelon,France,46.8852,-56.3159,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2 -St 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-Wallis and 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-,Guinea-Bissau,11.8037,-15.1804,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,2,2,2,3,3,3,3,3,3,3,4,4,4,6,6,6,6,6,6,7,7,7,8,8,8,8,8,8,8,8,12,12,12,12,12,12,12,15,15,15,15,15,15,15,17,17,17,19,19,19,19,22,22,22,24,24,24,24,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,29,29,29,29,29,29,29,33,33,33,33,33,33,33,33,33,33,33,34,34,34,34,34,34,34,34,34,38,38,38,38,38,38,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,40,40,40,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,42,42,42,42,42,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,47,47,47,48,48,48,48,48,48,48,48,49,49,49,49,49,49,51,51,52,52,52,52,52,54,54,55,55,55,55,56,56,61,61,61,61,61,61,63,63,65,65,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,68,68,68,68,68,68,68,68,68,68,68,68,68,68,68,68,68,68,68,68,68,68,68,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,70,70,70,70,70,70,70,70,70,70,72,72,73,73,73,74,74,74,74,74,74,74,74,74,75,76,76,76,78,79,79,79,79,79,79,80,83,84,89,90,90,90,90,94,96,99,99,103,103,108,110,115,115,116,117,117,119,120,120,120,121,121,121,122,122,124,125,125,125,125,127,130,130,130,130,130,130,133,133,133,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,143,143,143,143,143,143,143,143,143,143,144,144,146,146,146,146,146,146,146,146,146,146,146,146,148,148,148,148,148,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,150,150,150,152,152,152,153,153,153,153,153,154,154,154,154,154,154,154,156,156,156,156,156,158,158,158,158,158,158,158,158,161,162,164,164,164,164,166,166,166,166,166,166,166,166,166,167,167,167,167,167,167,167,167,167,168,168,168,168,168,168,168,169,169,169,169,169,169,169,169,169,169,169,169,169,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,170,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,172,172,172,172,172,172,172,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176,176 -,Guyana,4.860416,-58.93018,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,4,4,4,4,4,5,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,8,8,8,8,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,14,14,14,15,15,16,16,16,16,17,17,17,17,18,19,19,19,19,19,19,19,19,20,20,20,20,20,20,20,20,20,21,21,22,22,22,22,22,22,22,22,22,22,22,22,23,23,25,27,29,30,31,31,31,31,31,32,35,35,36,39,41,41,44,44,46,46,47,48,48,49,52,54,56,56,58,58,60,62,64,64,65,67,69,71,73,74,76,78,78,80,82,85,85,87,90,92,95,98,100,102,103,104,106,106,107,107,109,109,111,114,116,117,117,117,119,119,119,123,123,124,124,126,128,128,130,130,133,134,134,135,135,137,138,138,138,139,139,140,142,143,143,143,143,146,147,147,149,149,149,150,151,151,151,151,151,151,153,154,154,154,154,154,154,155,156,156,158,158,159,159,159,159,160,162,162,162,162,164,164,164,164,164,164,164,164,166,166,166,167,167,167,169,170,170,170,170,170,170,170,170,170,170,170,170,170,172,172,172,174,175,175,176,176,177,177,177,177,179,180,180,181,181,182,184,186,186,186,186,188,189,189,189,189,189,189,190,192,195,195,195,195,197,197,199,199,200,200,201,203,204,205,206,206,206,207,207,208,209,212,212,214,215,216,218,220,223,225,225,227,229,231,231,233,235,237,243,246,247,250,252,252,252,255,257,258,260,263,267,268,271,271,273,274,277,277,279,284,287,291,293,295,296,298,299,303,306,308,310,314,323,325,327,331,331,333,335,338,341,344,345,349,349,349,355,359,359,361,374,376,380,382,385,389,391,396,400,403,405,409,411,416,417,419,422,424,426,430,437,438,441,442,444,447,449,452,452,458,459,462,462,466,468,469,473,477,478,478,478,482,484,486,489,492,492,497,499,503,506,507,509,512,512,514,515,515,518,523,527,530,530,530,535,535,541,541,541,549,549,553,554,556,559,561,561,567,569,570,573,574,578,582,587,587,591,591,594,594,601,602,606,609,609,611,613,622,624,632,636,640,641,641,654,654,659,659,674,683,687,692,701,703,706,713,725,733,738,740,744,749,754,762,772,778,783,786,792,796,799,799,807,816,821,821,835,840,842,848,851,857,862,866,870,875,877,881,887,893,894,895,897,899,900,904,910,913,913,925,926,928,930,933,941,941,945,945,952,955,955,957,959,959,961,965,968,971,971,976,977,979,980,983,985,986,987,992,994,997,998,1001,1004,1006,1008,1009,1009,1014,1016,1016,1020,1020,1024,1025,1026,1028,1028,1030,1033,1039,1040,1042,1042,1045,1048,1050,1050,1051,1052,1054,1054,1055,1056,1058,1060,1064,1066,1067,1070,1070,1073,1075,1075,1081,1086,1095,1096,1101,1108,1111,1122,1130,1134,1138,1148,1154,1156,1156,1165,1166,1168,1171,1176,1176,1179,1180,1181,1182,1185,1188,1188,1190,1190,1190,1196,1199,1202,1203,1208,1210,1211,1213,1215,1215,1216,1216,1220,1220,1220,1220,1222,1223,1223,1223,1223,1223,1223,1224,1224,1224,1224,1224,1225,1225,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1226,1227,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1228,1229,1231,1231,1231,1231,1232,1232,1232,1232,1232,1233,1234,1234,1237,1237,1237,1238,1238,1238,1238,1239,1239,1239,1239,1239,1240,1242,1244,1244,1245,1245,1247,1248,1248,1249,1249,1249,1251,1251,1251,1251,1253,1254,1255,1255,1255,1256,1256,1258,1258,1259,1262,1262,1262,1263,1264,1264,1264,1264,1266,1267,1267,1268,1268,1268,1269,1270,1270,1271,1271,1271,1271,1271,1271,1271,1271,1271,1271,1271,1271,1271,1272,1272,1272,1274,1275,1275,1275,1275,1275,1276,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1278,1279,1279,1279,1279,1279,1279,1279,1279,1279,1279,1279,1279,1280,1280,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1283,1283,1284,1284,1284,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1286,1286,1286,1286,1286,1286,1286,1286,1286,1286,1286,1286,1286,1289,1289,1289,1290,1290,1290,1290,1291,1291,1291,1293,1293,1293,1293,1293,1293,1293,1293,1293,1293,1293,1294,1294,1294,1294,1294,1294,1294,1294,1294,1294,1295,1295,1295,1295,1296,1296,1296,1296,1297,1297,1297,1298,1298,1298,1298,1298,1298,1298,1298,1298,1298,1298,1298,1298,1298,1298,1298,1298,1298,1298,1298,1298,1298,1298,1298 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-,Holy 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-,Kuwait,29.31166,47.481766,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,2,3,3,3,5,6,7,9,11,13,14,15,19,20,22,23,24,26,30,33,38,40,40,42,44,47,49,58,65,75,82,88,96,107,112,118,121,124,129,138,148,156,165,172,175,185,194,205,212,220,226,230,236,244,254,264,269,273,275,279,285,289,296,298,303,306,308,313,319,326,330,334,337,339,341,344,348,350,354,358,359,360,365,368,373,377,379,382,383,386,390,393,396,399,402,404,407,408,408,412,417,421,425,429,433,438,442,444,445,447,453,457,461,465,468,469,471,474,478,482,486,489,489,494,498,501,502,505,507,509,511,513,515,518,519,521,522,525,528,530,531,534,535,536,537,540,544,546,548,552,556,557,558,560,563,568,571,575,580,581,584,585,588,590,592,595,597,601,605,607,610,612,615,620,624,628,632,639,642,649,655,658,664,672,676,684,690,694,701,710,714,721,730,740,744,746,749,756,763,767,773,779,782,786,789,794,799,804,808,811,816,821,826,830,833,835,838,842,848,857,859,861,863,866,868,870,871,872,874,875,878,880,881,882,884,886,889,891,897,900,905,910,910,911,911,912,913,913,913,916,918,921,922,923,924,926,926,929,931,932,932,933,934,936,937,937,938,938,938,938,940,942,943,945,946,946,946,947,947,947,948,950,951,951,952,952,952,954,957,957,958,958,959,959,959,960,961,962,964,964,966,969,975,980,985,992,998,1003,1009,1014,1019,1027,1034,1039,1044,1049,1057,1062,1067,1072,1078,1083,1085,1092,1097,1105,1113,1120,1127,1133,1141,1144,1148,1156,1165,1172,1179,1186,1194,1202,1210,1215,1226,1233,1246,1256,1258,1270,1279,1286,1298,1308,1313,1319,1327,1339,1353,1365,1373,1379,1383,1393,1403,1407,1412,1419,1423,1428,1436,1440,1448,1456,1468,1482,1493,1502,1511,1516,1527,1535,1546,1554,1563,1569,1578,1590,1601,1610,1621,1628,1635,1645,1652,1660,1669,1674,1681,1687,1693,1696,1701,1703,1711,1719,1724,1734,1741,1746,1751,1755,1760,1764,1771,1772,1775,1779,1783,1787,1794,1795,1798,1801,1806,1810,1813,1817,1820,1828,1831,1837,1842,1851,1862,1870,1877,1888,1894,1903,1913,1919,1933,1943,1961,1969,1979,1995,2005,2017,2029,2049,2059,2071,2089,2100,2117,2136,2147,2158,2174,2193,2211,2221,2238,2247,2255,2264,2273,2279,2284,2293,2298,2303,2309,2314,2320,2328,2339,2345,2351,2356,2361,2366,2369,2372,2375,2378,2380,2383,2386,2389,2393,2395,2397,2399,2401,2403,2404,2407,2409,2412,2414,2415,2416,2417,2418,2419,2420,2421,2422,2423,2424,2425,2426,2427,2428,2429,2430,2431,2432,2434,2435,2436,2437,2438,2439,2440,2441,2442,2443,2444,2445,2446,2447,2448,2448,2449,2450,2451,2452,2452,2452,2452,2452,2453,2454,2454,2455,2455,2455,2455,2455,2456,2457,2458,2458,2458,2459,2460,2460,2461,2461,2461,2461,2461,2461,2461,2461,2462,2462,2462,2462,2462,2462,2462,2462,2462,2462,2462,2462,2462,2462,2462,2462,2463,2464,2464,2464,2464,2464,2465,2465,2465,2465,2465,2465,2465,2465,2465,2465,2465,2465,2465,2465,2465,2466,2466,2466,2466,2466,2466,2466,2466,2466,2466,2466,2466,2466,2466,2466,2467,2467,2468,2468,2468,2468,2468,2468,2468,2468,2468,2468,2468,2469,2469,2469,2471,2471,2472,2473,2473,2474,2474,2475,2476,2477,2479,2480,2482,2483,2485,2486,2487,2488,2489,2490,2492,2494,2496,2497,2499,2501,2503,2505,2508,2510,2511,2513,2514,2517,2518,2519,2520,2521,2522,2524,2525,2527,2528,2529,2530,2531,2533,2534,2535,2536,2537,2538,2539,2540,2541,2543,2544,2545,2546,2548,2549,2549,2549,2550,2550,2552,2552,2552,2552,2553,2553,2553,2553,2553,2553,2553,2553,2553,2553,2553,2554,2554,2554,2554,2554,2554,2554,2554,2554,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2555,2556,2556,2556,2556,2556,2556,2556,2556,2556,2556,2556,2556,2556,2556,2556,2556,2556,2559,2559,2559,2559,2559,2559,2559,2559,2559,2559,2559,2559,2559,2559,2559,2562,2562,2562,2562,2562,2562,2562,2562,2562,2562,2562,2562,2562,2562,2562,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2563,2564,2564,2564,2564,2564,2564,2564,2564,2565,2565,2565,2565,2565,2565,2566,2566,2566,2566,2566,2566,2568,2568,2568,2568,2568,2568,2568,2568,2568,2569,2569,2569,2569,2569,2569,2569,2569,2569,2569,2569,2569,2569,2569,2569,2569,2569,2569,2569,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570,2570 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-,Luxembourg,49.8153,6.1296,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,4,4,8,8,8,8,8,9,15,18,21,22,23,29,30,31,31,36,41,44,46,52,54,62,66,69,67,69,69,72,72,73,75,78,80,83,85,85,88,88,89,89,90,92,92,96,96,96,98,100,100,101,101,101,102,103,103,104,104,107,107,109,109,109,109,109,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,111,111,111,111,111,111,111,111,111,111,111,112,112,112,112,112,113,114,114,114,116,117,118,118,118,119,119,120,120,121,122,122,122,122,123,123,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,124,125,125,125,125,127,128,128,129,130,131,132,133,133,133,133,133,133,133,135,136,138,140,141,141,141,147,147,147,150,152,152,152,160,167,171,177,180,180,180,193,198,198,211,219,219,219,236,240,248,254,260,260,260,273,283,288,294,300,300,300,321,330,334,339,345,345,345,360,360,360,384,392,392,392,410,418,421,428,434,434,434,450,453,458,458,458,458,458,487,489,495,495,495,495,495,508,514,517,521,527,527,527,535,538,542,545,549,549,549,557,560,562,562,562,562,562,566,570,571,574,577,577,577,584,586,587,588,590,590,590,597,600,602,604,606,606,606,611,612,616,619,622,622,622,628,629,632,634,637,637,637,639,641,643,647,652,652,652,663,668,673,675,681,681,681,693,697,704,705,714,714,714,719,726,728,736,738,738,738,741,743,746,749,750,750,750,750,761,762,762,763,763,763,772,777,784,785,785,785,785,786,786,788,790,790,790,790,791,791,792,794,796,796,796,800,800,800,801,801,801,801,804,806,806,806,806,806,806,808,808,808,809,810,810,810,810,812,812,813,814,814,814,815,817,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,818,819,819,819,819,819,819,819,819,819,820,820,820,821,821,821,821,821,821,821,822,822,822,822,822,822,822,822,822,824,824,824,824,824,825,825,827,827,828,828,828,828,828,829,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,830,832,832,833,833,834,834,834,834,834,834,834,834,834,834,834,834,835,835,835,835,835,835,835,835,835,835,835,835,835,835,836,836,836,836,836,837,837,838,838,839,839,839,839,840,842,842,842,842,842,842,842,843,843,843,843,843,843,848,848,849,849,849,849,851,852,852,854,855,855,855,859,859,859,862,862,862,862,862,862,862,864,866,866,866,874,875,876,879,880,880,880,885,888,889,889,890,890,890,895,896,896,897,898,898,898,903,904,906,907,907,907,907,910,910,911,912,915,915,915,917,918,920,921,922,922,922,930,930,930,931,934,934,934,938,940,941,941,943,943,943,945,945,946,947,948,948,948,952,953,956,956,958,958,958,964,966,966,968,969,969,969,976,979,979,982,983,983,983,985,986,988,988,988,988,988,991,992,993,995,996,996,996,999,999,1000,1004,1004,1004,1004,1006,1007,1008,1010,1010,1010,1010,1015,1019,1019,1023,1025,1025,1025,1032,1035,1035,1036,1037,1037,1037,1041,1042,1042,1042,1045,1045,1045,1050,1051,1052,1053,1054,1054,1054,1054,1055,1056,1056,1058,1058,1058,1062,1062,1063,1064,1064,1064,1064,1068,1068,1068,1068,1068,1068,1068,1069,1070,1071,1072,1073,1073,1073,1073,1073,1073,1073,1074,1075,1075,1075,1076,1077,1077,1077,1077,1077,1078,1078,1078,1078,1079,1079,1079,1079,1079,1081,1084,1084,1084,1084,1084,1084,1084,1084,1084,1084,1084,1084,1086,1087,1088,1088,1088,1088,1088,1092,1094,1094,1094,1094,1094,1094,1094,1094,1095,1097,1097,1097,1098,1100,1100,1102,1103,1103,1103,1106,1107,1107,1107,1107,1107,1107,1108,1108,1108,1109,1109,1109,1109,1109,1113,1113,1114,1115,1115,1115,1117,1117,1117,1117,1119,1119,1119,1119,1119,1121,1121,1121,1121,1121,1121,1121,1121,1122,1122,1122,1122,1122,1123,1123,1123,1123,1123,1123,1123,1123,1123,1123,1123,1123,1123,1124,1125,1126,1126,1126,1126,1126,1127,1127,1127,1127,1127,1127,1127,1127,1127,1128,1129,1129,1129,1129,1129,1131,1132,1133,1133,1133,1133,1133,1135,1136,1136,1136,1136,1136,1136,1140,1139,1139,1139,1139,1139,1139,1144,1144,1144,1145,1145,1145,1145,1145,1145,1146,1147,1147,1147,1149,1149,1151,1151,1151,1151,1151,1152,1153,1154,1154,1154,1154,1154,1154,1157,1157,1158,1158,1158,1158,1158,1160,1162,1163,1165,1165,1165,1165,1168,1168,1168,1168,1168,1168,1168,1170,1171,1171,1172,1172,1172,1172,1175,1175,1177,1178,1178,1178,1178,1178,1178,1178,1178,1178,1178,1178,1189,1189,1191,1195,1195,1195,1195,1198,1199,1200,1200,1200,1200,1200,1201,1202,1204,1204,1204,1204,1204,1206,1207,1207,1207,1207,1207,1207,1210,1211,1211,1211,1211,1211,1211,1212,1212,1212,1212,1212,1212,1212,1214,1214,1214,1214,1214,1214,1214,1214,1215,1215,1215,1215,1215,1215,1215,1219,1219,1219,1219,1219,1219,1219,1220,1220 -,MS 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-,Maldives,3.2028,73.2207,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,2,2,3,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,5,5,5,6,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,10,10,10,11,12,12,13,13,13,13,13,13,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,16,16,17,18,18,19,19,19,19,19,19,19,20,21,21,22,22,22,23,24,24,24,26,26,26,27,28,28,28,28,28,28,28,29,29,29,29,29,29,29,29,31,31,31,31,32,33,33,33,33,33,33,33,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,35,35,35,35,35,35,36,37,37,37,37,37,37,37,37,37,37,37,37,37,38,38,38,38,38,38,39,39,39,40,41,41,41,41,42,43,44,45,45,45,45,45,46,46,46,46,46,46,46,46,46,47,47,47,47,47,47,47,47,47,47,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,49,49,49,49,49,49,49,49,49,49,49,49,49,49,50,50,50,51,51,51,51,51,51,51,52,52,52,53,54,54,54,55,55,56,56,56,57,58,58,58,58,58,58,58,60,60,60,60,60,60,60,61,62,62,62,63,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,65,65,66,66,66,66,66,66,66,66,66,66,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,68,69,70,70,71,71,71,71,71,71,71,71,72,73,73,73,74,74,74,74,77,82,83,84,87,87,87,87,92,94,97,101,105,112,114,120,123,129,139,144,147,151,155,157,158,160,169,171,173,177,182,185,187,189,191,191,192,195,197,198,198,200,201,203,205,206,206,207,207,207,209,209,209,209,210,210,213,213,213,213,213,213,213,213,213,213,214,214,214,214,215,216,216,216,216,217,218,218,218,219,219,219,220,220,220,221,221,221,221,222,222,222,222,222,222,222,222,222,222,222,222,222,222,222,222,222,222,222,223,225,225,225,225,225,225,226,226,226,226,226,226,226,226,227,227,227,227,227,227,227,227,227,227,227,229,229,229,229,229,229,229,230,231,231,231,231,231,231,231,231,231,232,232,232,232,233,234,234,234,235,237,237,237,237,238,238,239,239,240,240,240,240,240,242,242,243,243,243,243,243,243,243,244,245,245,245,245,246,246,247,247,247,247,247,247,248,248,248,248,248,248,248,248,248,248,248,248,250,250,251,251,251,253,254,255,255,255,255,256,257,258,258,258,259,259,259,259,259,260,260,260,261,261,261,261,261,262,262,262,262,262,262,262,263,263,264,264,264,264,264,264,264,264,265,265,265,265,265,265,269,269,269,270,270,271,272,274,274,274,275,276,277,278,280,280,281,283,284,285,286,287,287,288,289,289,289,289,290,290,290,291,292,292,293,294,294,296,297,297,297,297,297,297,297,297,297,297,297,297,297,297,297,297,297,297,297,297,297,297,297,297,297,297,297,297,297,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,298,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,300,300,300,300,300,300,300,305,305,305,305,305,305,305,306,306,306,306,306,306,306,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,307,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,309,309,309,309,309,309,309,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311,311 -,Mali,17.570692,-3.996166,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,3,3,3,3,5,5,5,7,7,7,7,9,10,13,13,13,13,13,14,14,14,17,21,21,21,23,23,24,25,26,26,26,27,29,32,32,32,35,37,38,39,40,44,46,46,48,52,52,53,55,60,62,63,65,67,70,70,72,73,76,77,78,78,79,85,87,90,90,92,94,96,97,101,104,104,104,104,107,107,108,109,109,111,111,112,113,113,113,114,115,116,116,117,117,118,119,119,119,120,120,121,121,121,121,121,121,121,121,121,121,121,122,123,123,123,123,123,124,124,124,124,124,124,124,124,124,124,124,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,126,126,126,126,126,126,126,126,126,126,126,127,127,127,128,128,128,128,128,128,128,128,128,128,128,128,128,129,130,130,130,130,130,130,131,131,131,131,131,131,131,131,131,131,131,132,132,132,132,132,132,132,132,132,132,132,132,132,132,132,132,133,136,136,136,136,136,136,136,136,137,137,137,137,137,137,137,138,138,139,139,141,141,141,141,142,143,143,145,146,148,148,148,149,149,152,156,160,161,162,163,163,164,175,180,181,184,185,189,194,201,205,209,211,215,220,222,225,225,229,235,245,249,253,256,262,269,269,271,276,278,279,284,285,286,290,295,298,299,303,303,305,308,308,310,311,317,318,320,321,323,323,324,327,327,328,329,330,330,330,333,333,333,336,338,338,339,339,339,340,340,342,342,342,342,342,342,344,347,348,348,348,348,349,350,352,353,355,355,357,357,358,358,358,358,358,358,359,360,360,360,363,364,365,366,367,367,368,371,372,372,375,376,376,379,384,384,385,386,390,391,392,393,396,400,402,404,405,408,414,417,419,421,426,429,433,441,444,451,456,460,462,467,474,476,477,481,484,485,489,491,492,493,493,497,499,500,502,506,507,508,510,511,511,511,511,512,512,512,513,514,514,514,514,514,516,517,517,517,517,517,517,517,518,519,519,520,521,521,523,523,523,523,523,523,523,524,524,524,524,524,525,525,525,525,525,525,525,525,525,525,526,527,527,527,527,528,528,528,528,528,528,528,529,529,530,530,530,530,530,530,530,530,530,531,531,531,531,532,532,533,534,534,534,534,534,534,534,534,534,534,534,534,534,535,535,535,535,535,535,536,536,536,536,537,537,538,539,539,539,539,539,539,540,541,542,542,542,542,542,543,543,543,543,543,543,545,545,545,545,545,547,547,547,547,547,547,547,548,548,548,549,549,549,550,551,552,552,553,553,553,553,554,555,555,555,557,557,557,558,558,558,558,558,558,559,559,561,562,563,563,563,565,568,569,570,571,574,576,576,579,581,582,584,585,585,588,589,589,589,590,591,592,594,601,601,601,602,603,605,606,606,610,611,613,617,618,618,619,621,622,623,628,629,630,633,634,634,637,639,639,646,647,648,652,652,653,654,658,658,658,658,660,668,668,668,670,670,670,671,671,672,675,675,677,678,683,688,691,692,692,701,704,704,704,705,707,709,710,711,711,711,711,714,715,715,715,715,715,715,715,715,715,715,716,716,716,716,717,717,717,717,717,720,720,722,722,722,722,722,722,722,722,722,724,724,724,725,725,725,725,726,726,726,726,726,726,727,727,727,727,727,727,727,727,727,727,727,727,727,727,727,727,728,728,728,728,728,728,729,729,729,729,729,729,729,729,729,729,729,729,730,730,731,731,731,731,731,731,731,731,732,732,732,732,732,732,732,733,733,733,733,733,733,733,733,733,733,734,734,734,734,734,734,734,734,734,734,734,734,734,734,734,734,735,735,735,735,735,735,735,735,735,735,735,735,736,736,736,736,736,736,736,736,736,736,736,736,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,737,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,739,740,740,740,740,740,741,741,741,741,741,741,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,742,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743,743 -,Malta,35.9375,14.3754,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,12,12,12,13,13,13,14,14,14,14,14,14,15,15,15,16,16,16,16,17,19,20,23,23,25,27,29,31,31,32,34,35,35,37,38,39,39,40,41,41,41,41,41,43,44,44,45,45,45,45,45,46,46,49,49,50,51,53,55,56,59,61,62,64,66,64,65,70,73,74,76,78,81,88,88,92,95,97,98,101,103,104,108,111,111,113,117,122,125,128,132,133,137,141,146,148,149,149,151,155,157,160,164,166,166,169,174,177,180,182,183,187,190,194,196,201,203,203,206,210,215,215,216,219,219,220,220,222,226,227,228,230,232,233,233,234,234,235,236,238,239,241,242,244,245,248,250,251,253,255,258,261,264,265,267,269,270,273,273,277,279,282,282,284,286,286,288,290,293,295,297,298,301,301,303,304,305,306,308,311,313,313,315,316,319,321,325,328,329,334,334,335,337,341,346,350,351,354,357,361,363,364,369,372,373,375,377,378,382,385,387,388,390,392,394,395,397,398,399,399,400,401,401,402,402,402,403,403,403,405,409,409,409,411,411,411,412,412,413,413,413,413,413,413,415,416,416,416,416,416,417,417,417,417,417,417,417,417,417,417,417,417,417,417,417,417,417,417,418,419,419,419,419,419,419,419,419,419,419,419,419,419,419,419,419,419,419,419,419,419,419,419,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,420,421,421,421,421,423,423,423,423,423,423,423,423,424,424,424,426,428,428,429,429,429,430,430,431,433,433,435,435,436,436,436,437,437,438,439,440,440,440,441,441,441,441,442,444,445,445,446,446,446,447,449,449,449,450,452,453,453,453,455,456,456,456,457,457,457,457,457,457,457,458,459,459,459,459,459,459,459,459,459,459,459,459,459,459,459,459,459,459,459,459,459,459,459,460,460,460,460,461,461,461,461,462,462,462,462,462,462,462,462,462,462,462,462,462,462,462,462,462,463,463,463,464,464,464,466,468,468,468,468,468,468,468,468,468,468,468,468,468,468,470,470,470,471,471,471,471,471,471,471,471,471,473,473,473,474,475,476,476,476,476,476,477,479,479,479,482,484,485,487,487,488,492,496,496,501,504,506,506,509,514,520,521,525,532,534,536,538,541,544,545,547,550,551,556,559,560,565,569,570,570,572,576,579,585,589,592,593,594,594,594,594,596,598,599,601,601,601,602,604,605,605,606,607,607,608,608,609,610,612,613,613,614,614,615,617,618,619,621,621,622,624,624,626,626,627,630,631,631,631,638,638,638,639,641,644,649,650,652,656,659,662,664,667,669,671,672,673,673,677,677,679,684,684,687,688,692,693,696,698,698,698,698,700,702,703,708,708,708,709,711,713,713,713,713,713,713,713,714,716,716,716,717,717,718,719,719,719,719,719,721,721,721,721,722,722,722,723,723,723,723,723,723,724,726,727,728,728,728,728,730,730,730,735,736,738,740,740,740,740,740,740,741,744,747,748,748,751,752,753,754,756,759,762,763,766,768,768,772,772,773,777,778,780,783,785,785,786,787,789,792,792,793,794,794,794,795,795,795,795,795,795,796,797,797,797,797,797,797,797,798,798,799,799,799,799,799,799,799,799,801,801,801,801,801,801,801,801,802,802,802,802,802,802,802,802,803,803,803,803,803,803,804,804,804,804,804,804,804,804,804,804,806,806,806,806,806,806,806,806,806,806,806,806,806,806,806,806,806,806,806,806,806,806,807,807,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,808,809,809,809,809,809,809,809,809,809,809,809,809,809,809,809,809,809,809,809,809,809,811,811,811,811,811,811,811,811,812,813,813,813,813,813,813,813,815,815,817,817,817,818,820,820,821,821,821,822,822,822,822,822,822,822,822,822,823,823,823,823,823,824,824,824,824,824,824,824,824,824,824,824,824,824,824,826,826,826,826,826,826,826,826,826,826,826,826,826,826,827,827,827,827,827,827,827,827,827,827,827,827,827,827,828,828,828 -,Marshall 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-Aruba,Netherlands,12.5211,-69.9683,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,5,6,6,7,7,7,8,8,8,9,10,10,10,10,12,13,13,14,14,15,15,15,16,18,18,18,20,22,22,23,23,23,23,24,25,25,25,25,25,25,25,26,27,27,30,30,30,31,31,31,31,32,32,33,33,33,32,32,32,34,34,34,34,35,36,36,36,36,36,36,37,37,37,38,38,38,38,39,39,39,40,40,41,42,43,43,43,44,44,44,44,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,46,46,46,46,46,46,47,47,47,47,47,47,47,47,47,49,49,49,49,49,49,49,49,49,49,49,50,50,50,50,50,51,52,52,52,52,52,52,52,52,52,52,52,56,56,56,57,57,58,59,59,59,59,59,59,61,61,62,62,62,64,66,68,68,68,68,68,68,69,69,70,71,71,71,71,71,71,71,71,73,73,74,74,75,75,76,76,77,77,77,77,77,77,78,79,79,80,81,81,82,82,82,82,82,82,82,82,82,82,82,85,86,86,86,86,90,90,91,92,92,92,92,92,92,92,92,92,92,92,92,92,94,94,95,97,98,98,98,98,98,98,99,99,99,100,100,100,100,100,101,101,102,104,104,104,104,104,104,105,105,105,106,106,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,108,108,108,108,108,108,108,109,109,109,109,109,109,109,109,109,110,110,110,110,111,111,111,111,111,111,111,111,111,113,115,115,116,119,121,121,121,124,124,126,126,128,128,132,133,133,137,137,139,146,146,148,149,150,150,151,151,153,154,154,155,155,155,156,156,156,157,158,158,159,159,159,160,160,165,165,166,166,166,166,166,167,167,167,168,168,169,169,169,169,170,170,170,170,170,170,170,170,170,170,171,171,171,171,171,171,171,171,171,171,171,171,171,171,171,172,172,172,172,172,172,172,172,172,172,172,172,173,173,173,173,173,173,173,173,174,174,174,174,174,174,174,174,174,174,174,174,175,176,176,177,177,177,177,178,178,178,180,180,180,180,180,180,181,181,181,181,181,181,181,181,181,181,181,181,181,181,181,181,181,182,182,182,182,184,184,184,184,186,186,187,187,187,187,191,193,193,193,193,193,193,193,193,193,193,194,194,195,195,195,196,196,196,196,198,198,198,198,198,198,198,198,198,211,211,211,211,211,211,211,211,211,211,211,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,271,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,212,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,213,216,216,216,216,216,216,216,216,216,216,216,216,219,219,219,219,219,219,219,221,221,221,221,221,221,221,221,221,221,221,221,222,222,222,222,224,224,224,224,224,224,224,224,224,224,224,224,224,224,224,224,224,224,224,224,224,224,224,224,224,226,226,226,226,226,226,226,226,226,226,226,226,226,226,226,227,227,227,227,227,227,227,227,227,227,227,227,227,227,227,227,227,227,227,227,227,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,230,230,230,230,230,230,230,230,230,230,230,230,230,230,230,232,232,232,232,232,232,232,232,232,232,232,232,232,232,232,232,232,232,232,232,233,233,233,233,233,233,233,233,234,234,234,234,234,234,235,235,235,235,235,235,235,236,236,236,236,236,236,236,236,236,236,236,236,236,236,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,280,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,281,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282 -"Bonaire, Sint Eustatius and Saba",Netherlands,12.1784,-68.2385,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,15,15,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,18,18,18,18,18,18,18,18,19,19,19,19,19,19,19,19,19,19,20,20,20,20,20,19,19,20,20,20,20,20,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,20,20,20,20,20,21,21,21,21,21,21,21,21,21,21,21,21,21,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,24,24,25,25,25,25,26,26,26,27,27,27,27,27,27,27,27,27,27,27,27,28,28,28,29,29,29,29,30,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,33,33,33,33,33,33,33,33,33,33,33,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,36,36,36,36,36,36,36,36,36,36,36,36,36,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41 -Curacao,Netherlands,12.1696,-68.99,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,4,4,4,7,7,7,7,7,7,8,8,8,8,10,10,11,11,11,11,11,11,11,11,11,11,12,12,13,14,14,14,14,14,14,16,16,16,16,16,17,18,18,19,19,19,19,19,19,19,19,19,19,20,20,20,20,20,20,20,20,20,20,20,21,21,21,21,21,21,21,21,21,21,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,23,23,23,24,24,24,27,27,28,30,30,33,33,35,38,42,44,48,52,56,56,60,62,63,66,68,74,78,80,85,88,89,90,90,95,99,102,103,104,105,107,107,108,109,110,111,111,111,113,113,113,114,114,116,117,117,118,119,119,120,120,120,121,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,123,123,123,123,123,123,123,123,123,123,123,123,123,125,125,125,125,125,125,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,126,127,127,127,130,130,131,131,132,132,132,132,132,133,133,133,134,135,135,136,136,136,137,138,140,142,142,142,143,143,143,144,145,147,148,149,149,149,149,151,153,153,153,154,155,155,155,155,155,156,158,158,158,158,158,159,160,160,161,162,162,163,163,163,164,165,165,168,168,168,168,168,168,169,169,169,171,171,171,172,172,172,172,172,172,173,173,173,173,174,174,174,174,174,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,175,176,176,177,178,178,178,178,178,178,178,178,179,179,179,179,179,180,180,180,180,182,182,182,182,182,183,183,184,184,184,184,184,186,186,186,186,186,186,186,187,189,189,189,189,189,189,189,191,192,193,193,194,197,199,199,202,202,202,206,207,207,210,211,215,216,216,221,222,225,227,228,229,232,234,237,242,246,246,246,247,247,248,249,253,254,256,258,260,260,260,260,260,260,260,261,261,261,261,261,261,261,261,261,262,264,264,264,264,264,264,264,265,265,265,265,265,265,265,265,265,265,265,265,265,265,267,267,267,267,267,267,267,267,267,267,267,267,267,267,270,270,270,270,270,271,271,271,271,271,271,271,271,271,271,273,273,273,273,273,273,274,274,274,274,274,274,274,274,275,275,275,275,275,275,275,275,275,275,275,276,276,276,276,276,276,276,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,277,278,278,278,278,278,278,278,278,278,278,278,278,278,278,278,278,278,278,278,278,278,278,278,278,278,278,278,280,280,280,280,280,280,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,282,283,283,283,283,283,283,283,285,285,285,285,285,285,285,286,286,286,286,286,286,286,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,289,289,289,289,289,289,289,289,289,289,289,289,289,289,290,290,290,290,290,290,290,293,293,293,293,293,293,293,293,293,293,293,293,293,293,294,294,294,294,294,294,294,295,295,295,295,295,295,295,295,295,295,295,295,295,295,297,297,297,297,297,297,297,298,298,298,298,298,298,298,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,299,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301,301 -Sint Maarten,Netherlands,18.0425,-63.0548,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,4,4,6,6,6,6,8,9,9,9,9,9,9,9,9,10,10,10,11,12,12,12,13,13,13,13,13,13,13,13,13,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,20,20,20,20,20,21,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,23,23,23,23,23,23,23,23,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,28,28,28,28,28,28,28,28,28,28,28,28,28,29,29,30,30,31,31,31,31,32,32,32,32,32,32,32,32,32,32,33,33,33,33,33,33,33,33,33,33,33,33,33,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,37,38,38,39,40,40,40,41,42,42,42,42,42,42,43,46,47,47,48,49,51,51,53,56,56,57,57,57,57,57,57,57,57,57,57,58,58,59,59,59,59,60,61,61,61,62,63,63,66,66,66,66,66,66,66,68,68,68,68,68,68,69,69,70,70,70,71,71,71,73,74,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,77,77,77,78,78,79,79,79,79,79,79,79,79,79,79,80,81,81,82,82,83,83,83,83,83,84,84,84,84,84,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,85,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,86,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,87,88,88,88,88,88,88,88,88,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91 -,Netherlands,52.1326,5.2913,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,4,5,5,10,12,20,24,43,58,76,106,136,179,213,276,356,434,546,639,771,864,1039,1173,1339,1487,1651,1766,1867,2101,2248,2396,2511,2643,2737,2823,2945,3134,3315,3459,3601,3684,3751,3916,4054,4177,4289,4409,4475,4518,4566,4711,4795,4893,4987,5056,5082,5168,5204,5288,5359,5422,5440,5456,5510,5562,5590,5643,5670,5680,5694,5715,5748,5775,5788,5811,5822,5830,5856,5871,5903,5931,5951,5956,5962,5967,5977,5990,6005,6011,6013,6016,6031,6042,6044,6053,6057,6059,6065,6070,6074,6078,6081,6089,6090,6090,6095,6097,6100,6103,6105,6105,6107,6113,6115,6118,6120,6126,6127,6128,6132,6135,6137,6136,6137,6137,6137,6135,6136,6137,6138,6136,6136,6136,6136,6139,6139,6139,6140,6159,6141,6145,6147,6147,6147,6148,6149,6149,6150,6153,6153,6154,6157,6157,6157,6159,6161,6165,6167,6169,6172,6172,6175,6181,6191,6195,6200,6200,6202,6207,6215,6218,6220,6224,6224,6224,6230,6235,6235,6237,6241,6243,6243,6244,6246,6249,6252,6253,6254,6256,6258,6260,6266,6273,6275,6279,6281,6291,6296,6312,6328,6366,6374,6380,6393,6406,6419,6428,6449,6454,6454,6482,6518,6531,6544,6567,6584,6596,6631,6663,6692,6708,6737,6751,6768,6814,6873,6919,6964,7019,7046,7072,7142,7202,7258,7345,7395,7434,7463,7576,7682,7769,7887,7960,8004,8043,8141,8215,8304,8358,8443,8486,8530,8616,8698,8771,8822,8870,8891,8945,9035,9109,9184,9267,9326,9349,9376,9438,9504,9565,9623,9662,9687,9704,9775,9841,9902,9966,10019,10048,10082,10168,10246,10321,10405,10459,10491,10519,10633,10737,10826,10924,10970,10998,11042,11212,11324,11432,11529,11565,11612,11675,11862,11999,12084,12171,12307,12361,12411,12563,12685,12774,12868,12965,13006,13056,13162,13248,13337,13422,13510,13540,13579,13665,13733,13816,13872,13959,13998,14025,14108,14169,14234,14294,14355,14403,14428,14511,14590,14662,14727,14793,14816,14843,14929,15017,15089,15138,15200,15217,15249,15343,15406,15438,15503,15543,15563,15584,15649,15697,15730,15762,15803,15833,15861,15917,15948,15998,16024,16046,16069,16087,16119,16165,16198,16244,16260,16275,16290,16339,16371,16397,16421,16450,16465,16475,16509,16538,16559,16575,16606,16622,16629,16649,16672,16691,16731,16754,16771,16791,16822,16848,16861,16873,16904,16916,16938,16965,16983,17002,17016,17038,17049,17062,17093,17104,17124,17148,17169,17172,17189,17221,17245,17269,17290,17319,17323,17340,17383,17399,17413,17423,17436,17449,17456,17473,17488,17506,17518,17537,17544,17553,17566,17576,17592,17607,17615,17621,17623,17632,17644,17658,17666,17675,17678,17681,17695,17700,17705,17708,17709,17711,17714,17715,17719,17722,17723,17726,17726,17727,17730,17734,17735,17740,17740,17741,17741,17745,17745,17748,17755,17756,17756,17757,17758,17760,17762,17764,17765,17765,17766,17769,17770,17773,17775,17775,17776,17778,17783,17786,17789,17792,17796,17800,17801,17804,17812,17815,17821,17827,17829,17829,17832,17839,17850,17858,17867,17869,17871,17878,17887,17894,17900,17906,17909,17915,17920,17927,17933,17939,17947,17953,17956,17967,17974,17982,17985,17994,17996,17998,18010,18012,18017,18026,18035,18037,18040,18048,18055,18058,18062,18068,18068,18073,18083,18090,18097,18107,18111,18114,18123,18128,18132,18144,18147,18149,18150,18154,18162,18168,18170,18176,18181,18182,18184,18191,18194,18200,18202,18204,18204,18209,18215,18227,18231,18237,18242,18248,18250,18263,18273,18280,18290,18313,18314,18320,18340,18357,18371,18384,18397,18411,18423,18441,18474,18497,18517,18553,18561,18583,18612,18637,18663,18695,18728,18734,18750,18785,18829,18863,18900,18955,18966,18995,19048,19098,19158,19217,19272,19317,19349,19414,19459,19524,19586,19642,19668,19702,19770,19842,19919,20004,20074,20112,20140,20214,20255,20310,20370,20420,20468,20504,20534,20581,20621,20661,20705,20716,20728,20803,20852,20892,20924,20951,20957,20971,20990,21029,21041,21065,21073,21080,21088,21106,21114,21127,21142,21148,21155,21158,21158,21178,21188,21200,21210,21211,21219,21227,21239,21253,21262,21270,21272,21277,21293,21303,21310,21313,21323,21332,21336,21336,21343,21358,21377,21389,21396,21402,21414,21432,21449,21465,21475,21483,21489,21507,21518,21531,21539,21545,21548,21554,21570,21582,21589,21599,21608,21612,21612,21624,21634,21675,21688,21699,21707,21713,21725,21736,21755,21774,21785,21793,21796,21820,21836,21851,21871,21891,21898,21908,21924,21961,21987,21993,22007,22013,22023,22037,22058,22067,22080,22096,22098,22101,22116,22138,22148,22156,22160,22161,22163,22167,22178,22197,22206,22216,22221,22227,22234,22237,22239,22243,22249,22253,22256,22262,22266,22269,22270,22274,22276,22278,22281,22287,22292,22292,22294,22294,22294,22297,22297,22301,22306,22307,22307,22307,22309,22314,22313,22314,22317,22318,22318,22322,22324,22325,22325,22326,22326,22326,22326,22327,22330,22332,22332,22332,22336,22336,22337,22342,22343,22343,22343,22345,22347,22348,22350,22354,22354,22354,22358,22362,22370,22378,22380,22380,22380,22383,22392,22396,22401,22404,22404,22404,22406,22409,22413,22417,22422,22422,22422,22432,22439,22446,22450,22456,22456,22456,22465,22476,22483,22489,22492,22492,22492,22497,22500,22506,22510,22511,22511,22511,22528,22532,22536,22538,22542,22542,22542,22547,22555,22561,22565,22574,22574,22574,22583,22587,22590,22592,22594,22594,22594,22598,22599,22600,22600,22605,22605,22605,22605,22609,22609,22609,22613,22613,22613,22613,22620,22620,22620,22626,22626,22626,22626,22630,22630,22630,22637,22637,22637,22637,22643,22643,22643,22650,22650,22650,22650,22663,22663,22663,22692,22692,22692,22692,22702,22702,22702,22721,22721,22721,22721,22748,22748,22748,22771,22771,22771,22771,22785,22785,22785,22811,22811,22811,22811,22825,22825,22825,22846,22846,22846,22846,22857,22857,22857,22871,22871,22871,22871,22886,22886,22886,22893,22893,22893,22893,22901,22901,22901,22908,22908,22908,22908,22910,22910,22910,22921,22921,22921,22921,22927,22927,22927,22937,22937,22937,22937,22940,22940,22940,22943,22943,22943,22943,22953,22953,22953,22968,22968,22968,22968,22971,22971,22971,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990,22990 -Cook Islands,New Zealand,-21.2367,-159.7777,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2 -Niue,New 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155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155,3155 -,North Macedonia,41.6086,21.7453,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,3,3,3,4,6,7,9,11,11,12,17,18,23,26,29,30,32,34,34,38,44,45,46,49,49,51,54,55,56,56,57,59,61,65,71,73,77,81,82,84,85,86,88,89,90,91,91,91,92,95,95,97,98,101,104,106,110,111,112,113,113,113,116,119,121,126,131,133,140,141,145,147,149,151,153,156,157,164,169,171,179,188,193,201,210,216,222,233,238,247,251,259,265,268,277,286,298,302,306,321,328,334,341,346,351,359,362,368,376,382,385,389,393,401,406,414,422,432,432,442,445,451,460,460,466,471,476,480,486,493,497,500,505,511,517,519,523,527,528,529,530,532,535,539,544,547,549,551,554,557,563,564,568,573,578,585,590,596,600,603,604,606,606,609,614,617,623,631,634,637,642,646,648,652,661,668,675,683,689,693,700,705,710,712,721,722,725,729,737,739,743,749,753,756,760,768,772,775,781,785,792,797,800,809,815,821,824,834,846,850,862,874,883,897,919,934,949,963,977,982,994,1004,1025,1049,1071,1084,1096,1110,1136,1156,1186,1212,1238,1263,1281,1305,1345,1376,1397,1423,1462,1487,1511,1546,1561,1600,1630,1658,1699,1731,1763,1792,1825,1847,1877,1901,1924,1949,1977,2023,2051,2077,2096,2121,2147,2169,2194,2225,2254,2274,2292,2314,2340,2354,2375,2401,2427,2445,2456,2473,2488,2503,2510,2522,2530,2550,2559,2571,2581,2592,2614,2622,2635,2647,2657,2672,2682,2696,2702,2715,2726,2739,2754,2768,2779,2785,2791,2812,2821,2831,2841,2848,2855,2866,2873,2893,2900,2908,2916,2924,2946,2955,2959,2966,2971,2976,2989,2998,3003,3010,3018,3037,3047,3063,3076,3085,3098,3111,3119,3126,3137,3144,3151,3156,3165,3176,3185,3195,3206,3228,3244,3265,3280,3300,3319,3340,3364,3388,3403,3424,3448,3473,3503,3528,3545,3574,3607,3642,3675,3716,3749,3781,3810,3860,3905,3940,3977,4022,4073,4108,4150,4182,4228,4262,4289,4322,4357,4388,4419,4443,4478,4509,4556,4595,4628,4650,4677,4714,4742,4772,4818,4855,4891,4936,4961,4992,5016,5042,5067,5079,5093,5109,5135,5151,5168,5184,5197,5211,5230,5232,5249,5265,5280,5296,5311,5329,5342,5356,5369,5387,5398,5408,5413,5423,5429,5435,5442,5448,5455,5458,5462,5467,5468,5470,5471,5471,5472,5472,5472,5472,5474,5475,5475,5477,5477,5478,5481,5484,5484,5484,5484,5484,5484,5485,5486,5486,5486,5486,5486,5486,5486,5487,5487,5487,5487,5487,5487,5487,5487,5487,5487,5487,5487,5488,5489,5489,5489,5489,5491,5491,5491,5491,5493,5493,5493,5494,5494,5497,5501,5502,5503,5507,5509,5513,5521,5527,5532,5542,5552,5560,5574,5589,5608,5632,5654,5668,5695,5727,5755,5782,5818,5842,5869,5901,5938,5964,5987,6013,6045,6065,6097,6129,6153,6184,6214,6236,6259,6277,6307,6339,6367,6396,6437,6460,6472,6489,6511,6539,6557,6577,6594,6607,6630,6646,6668,6683,6683,6704,6719,6740,6758,6783,6799,6817,6831,6849,6855,6875,6888,6901,6922,6940,6964,6978,6998,7012,7019,7036,7051,7062,7072,7087,7098,7108,7121,7132,7145,7159,7178,7194,7204,7217,7232,7242,7255,7276,7294,7307,7320,7328,7337,7354,7367,7390,7406,7418,7436,7449,7464,7474,7492,7511,7528,7547,7569,7581,7592,7609,7616,7631,7641,7658,7674,7688,7695,7710,7723,7732,7740,7754,7768,7778,7794,7801,7815,7825,7838,7853,7868,7879,7894,7904,7907,7917,7935,7953,7960,7969,7975,7981,7996,8000,8002,8012,8023,8032,8042,8055,8062,8070,8083,8092,8100,8115,8139,8153,8166,8177,8198,8218,8240,8266,8285,8312,8338,8362,8383,8409,8444,8470,8494,8533,8549,8578,8599,8624,8658,8686,8705,8736,8747,8768,8793,8829,8851,8869,8891,8898,8915,8937,8958,8968,8981,8994,9001,9010,9027,9036,9050,9065,9075,9079,9086,9097,9104,9117,9123,9137,9146,9150,9155,9159,9162,9164,9172,9180,9184,9187,9188,9191,9197,9203,9206,9208,9214,9220,9221,9226,9226,9228,9231,9231,9234,9236,9240,9244,9251,9252,9256,9256,9260,9261,9261,9261,9262,9263,9265,9266,9271,9271,9271,9276,9277,9278,9278,9280,9280,9280,9280,9282,9283,9284,9284,9284,9284,9287,9287,9287,9287,9289,9289,9289,9291,9293,9293,9296,9296,9296,9297,9297,9297,9300,9300,9300,9300,9300,9303,9303,9306,9307,9309,9309,9309,9309,9311,9313,9313,9316,9316,9316,9316,9316,9318,9320,9322,9322,9322,9322,9322,9322,9322,9322,9322,9322,9322,9322,9323,9325,9327,9327,9327,9327,9327,9327,9329,9331,9331,9331,9335,9337,9337,9337,9339,9339,9339,9339,9343,9345,9349,9353,9353,9353,9359,9361,9361,9368,9370,9370,9370,9373,9377,9381,9387,9388,9388,9388,9398,9398,9400,9410,9414,9414,9414,9424,9426,9429,9437,9440,9440,9440,9450,9455,9461,9468,9473,9473,9473,9477,9481,9489,9490,9495,9495,9495,9499,9499,9502,9503,9506,9506,9506,9512,9515,9516,9520,9521,9521,9521,9524,9524,9524,9526,9527,9527,9527,9531,9531,9535,9534,9534,9534,9534,9537,9539,9542,9542,9544,9544,9544,9548,9548,9551,9551,9551,9551,9551,9553,9554,9556,9559,9559,9559,9559,9559,9561,9561,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9564,9567,9567,9567,9567,9567,9567,9568,9568,9568,9568,9568,9568,9568,9568,9570,9570,9570,9570,9591,9591,9591,9591,9591,9591,9591,9591,9599,9599,9599,9599,9599,9599,9599,9599,9608,9608,9608,9608,9608,9608,9614,9614,9614,9614,9614,9614,9614,9614,9614,9614,9614,9614,9614,9614,9623,9623,9623,9623,9623,9623,9623,9633,9633,9633,9633,9633,9633,9633,9638,9638,9638,9638,9638,9638,9638,9638,9641,9641,9641,9641,9641,9641,9641,9641,9641,9641,9641,9641,9641,9653,9653,9653,9653,9653,9653,9653,9653,9653,9662,9662,9662,9662,9662,9662,9662,9662,9662,9662,9662,9662,9662,9662,9662 -,Norway,60.472,8.4689,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,3,3,6,7,7,7,7,10,12,14,14,19,23,25,32,39,44,50,59,62,71,76,89,101,108,113,119,128,134,139,150,152,161,164,165,181,182,187,194,199,201,201,205,206,207,210,210,211,211,214,215,216,217,218,219,219,224,228,229,232,232,232,232,233,233,234,235,235,235,235,235,235,235,236,236,236,236,236,237,237,238,238,238,238,239,239,239,242,242,242,242,242,242,243,244,244,244,244,248,248,249,249,249,249,249,249,250,251,251,251,251,251,251,251,251,252,252,252,252,253,253,253,254,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,256,256,256,256,256,256,256,256,256,256,257,261,261,261,261,262,262,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,264,265,265,265,265,265,265,265,266,267,267,267,267,267,267,270,270,270,270,274,274,274,274,275,275,275,275,275,275,275,275,275,275,276,277,277,278,278,278,278,278,278,279,279,279,279,279,279,280,280,281,282,282,282,282,282,282,284,285,285,285,285,285,285,291,294,294,294,294,298,300,305,306,306,306,311,314,316,316,328,328,328,332,334,351,353,354,354,354,359,361,361,382,387,387,387,393,395,402,404,404,404,404,405,405,421,421,421,421,421,429,433,436,436,436,436,436,449,452,465,467,472,472,472,478,482,509,511,517,517,517,521,525,543,544,544,544,544,548,550,556,557,564,564,564,567,568,574,582,582,582,582,582,583,592,592,592,592,592,593,593,607,607,607,607,607,608,608,620,620,622,622,622,623,623,632,632,632,632,632,632,632,632,639,639,639,639,640,641,648,648,648,648,648,649,649,656,656,656,656,656,660,661,673,673,673,673,673,676,677,683,684,684,684,684,687,688,706,707,708,708,708,709,709,734,735,736,736,736,736,736,753,754,756,756,756,757,757,767,767,767,767,767,767,767,774,774,774,774,774,774,774,781,781,781,781,781,782,782,783,783,783,783,783,783,783,785,785,785,785,785,784,784,789,789,789,789,789,789,789,790,790,790,790,790,790,790,792,792,792,792,792,792,792,794,794,794,794,794,794,794,796,796,796,796,796,796,796,796,796,796,796,796,796,796,799,799,799,799,799,799,799,799,799,799,799,799,799,799,804,804,804,804,804,804,805,807,807,808,808,808,809,810,811,811,811,811,811,811,811,814,814,814,814,814,814,814,822,822,822,822,822,822,823,826,827,827,827,827,827,829,841,841,841,841,841,841,841,850,850,850,850,850,850,851,861,861,861,861,861,861,861,871,871,871,871,871,871,871,884,884,884,884,884,884,884,893,893,894,894,894,894,895,900,900,900,900,900,902,902,919,920,922,922,922,921,924,947,948,950,950,950,951,952,995,996,999,999,999,1002,1003,1049,1050,1050,1050,1050,1050,1054,1092,1093,1093,1093,1093,1096,1096,1134,1135,1136,1136,1136,1136,1141,1202,1202,1204,1204,1204,1207,1209,1257,1257,1257,1257,1257,1258,1258,1305,1305,1305,1305,1305,1305,1307,1349,1349,1350,1350,1350,1350,1350,1372,1381,1381,1381,1381,1382,1383,1412,1413,1414,1414,1414,1414,1416,1439,1439,1439,1439,1439,1440,1440,1467,1467,1467,1467,1467,1467,1467,1512,1513,1513,1513,1513,1513,1513,1548,1548,1548,1548,1548,1549,1549,1598,1598,1598,1598,1598,1598,1599,1664,1664,1664,1664,1664,1664,1664,1753,1753,1753,1753,1753,1753,1753,1826,2169,2169,2169,2169,2169,2169,2339,2339,2339,2339,2339,2339,2339,2518,2518,2518,2518,2518,2518,2518,2667,2667,2667,2667,2667,2667,2667,2783,2783,2783,2783,2783,2783,2783,2871,2871,2871,2871,2871,2871,2871,2932,2932,2932,2932,2932,2932,2932,3006,3006,3006,3006,3006,3006,3006,3061,3061,3061,3061,3061,3061,3061,3061,3061,3094,3094,3094,3094,3094,3141,3141,3141,3141,3141,3141,3141,3172,3172,3172,3172,3172,3172,3172,3210,3210,3210,3210,3210,3210,3210,3250,3250,3250,3250,3250,3250,3250,3280,3280,3280,3280,3280,3280,3280,3337,3337,3337,3337,3337,3337,3337,3415,3415,3415,3415,3415,3415,3415,3504,3504,3504,3504,3504,3504,3504,3596,3596,3596,3596,3596,3596,3623,3623,3623,3623,3623,3623,3623,3623,3623,3623,3623,3623,3623,3623,3834,3834,3834,3834,3834,3834,3834,3890,3890,3890,3890,3890,3890,3890,3908,3908,3953,3953,3953,3953,3953,3980,3980,3980,3980,3980,3980,3980,4004,4004,4004,4004,4004,4004,4004,4004,4038,4038,4038,4038,4038,4038,4065,4065,4065,4065,4065,4065,4065,4098,4098,4098,4098,4098,4098,4098,4121,4121,4121,4121,4121,4121,4121,4153,4153,4153,4153,4153,4153,4153,4153,4154,4187,4187,4187,4187,4187,4208,4208,4208,4208,4208,4208,4208,4238,4238,4238,4238,4238,4238,4238,4238,4286,4286,4286,4286,4286,4286,4286,4286,4286,4325,4325,4325,4332,4332,4332,4332,4384,4384,4384,4384,4384,4384,4384,4439,4439,4439,4439,4439,4439,4498,4498,4498,4498,4498,4498,4498,4498,4571,4571,4571,4571,4571,4571,4670,4670,4670,4670,4670,4670,4670,4670,4670,4670,4670,4670,4770,4770,4770,4859,4859,4859,4859,4859,4859,4859,4963,4963,4963,4963,4963,4963,4963,5036,5036,5036,5036,5036,5036,5112,5112,5112,5112,5112,5112,5112,5112,5137,5137,5137,5137,5137,5137,5137,5152,5152,5152,5152,5152,5152,5152,5175,5175,5175,5175,5175,5175,5175,5175,5175,5175,5175,5175,5175,5213,5213,5213,5213,5213,5213,5213,5213 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-,Papua New Guinea,-6.314993,143.95555,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,11,12,12,12,12,14,14,14,14,16,16,16,16,16,16,21,21,21,21,26,26,26,31,36,36,36,36,37,39,39,39,39,45,49,56,60,60,60,60,61,67,67,68,68,68,68,68,69,69,71,82,82,82,89,91,91,91,99,99,102,102,105,105,107,107,107,115,115,115,121,121,121,121,121,121,121,130,130,133,136,136,136,136,136,141,154,154,154,154,156,156,159,162,162,162,162,162,162,162,162,162,164,164,164,164,164,164,164,164,165,165,165,165,167,167,173,173,173,173,173,173,173,173,173,173,173,173,173,173,173,173,173,173,177,177,177,177,179,179,179,179,179,179,179,179,187,191,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,194,194,196,196,196,204,204,204,204,204,204,212,212,217,217,225,225,227,227,227,229,229,234,234,234,234,234,237,243,245,245,245,245,252,262,266,266,266,266,309,312,312,325,329,329,335,335,335,335,345,367,367,370,370,385,392,392,406,406,407,407,413,415,415,430,430,436,436,436,436,436,484,484,486,529,529,542,542,542,542,545,545,546,546,550,550,550,550,550,573,573,573,573,573,586,586,587,587,587,589,589,589,589,589,589,589,589,589,589,590,590,590,590,590,590,590,590,590,590,591,591,591,591,591,595,595,595,596,596,596,596,596,596,596,596,596,596,597,597,597,597,597,597,597,597,597,597,597,597,597,597,597,597,597,610,610,610,610,610,610,628,628,628,628,636,636,636,636,638,638,638,638,638,638,638,638,638,638,638,639,639,639,639,639,639,639,639,639,639,639,639,639,639,639,639,639,639,640,640,640,640,640,640,640,640,640,640,643,643,643,643,643,643,643,643,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,649,650,650,650,650,650,650,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,651,657,658,658,658,658,658,658,658,658,658,658,658,658,658,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,662,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,663,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,664,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,668,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,669,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670,670 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Nevis,17.357822,-62.782998,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,5,5,5,5,5,7,7,8,8,9,9,9,9,9,10,10,10,10,10,10,10,11,12,12,13,13,13,13,15,16,16,17,17,17,17,19,20,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,23,23,23,25,25,25,25,25,25,25,25,25,27,27,27,27,27,27,27,27,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,33,33,33,33,33,33,37,37,37,37,37,37,38,38,39,39,39,40,40,40,40,40,40,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,44,44,44,45,45,45,45,45,45,45,45,45,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,47,47,47,47,47,47,47,47,47,47 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Lucia,13.9094,-60.9789,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,8,8,8,8,8,9,10,10,11,11,13,13,13,13,13,13,15,16,16,18,18,18,18,19,19,19,22,23,23,23,23,23,24,25,25,28,31,32,32,34,34,35,35,35,36,37,39,43,43,43,43,46,46,47,47,48,48,51,55,55,55,55,55,55,55,55,57,58,58,58,58,58,58,59,60,61,61,61,61,61,63,63,63,64,64,64,64,64,64,64,65,67,67,69,69,70,70,70,70,70,73,74,74,74,74,74,74,74,74,74,75,75,75,75,75,75,75,75,75,75,75,76,77,77,77,77,77,77,77,77,77,77,77,77,77,79,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,84,84,84,84,84,84,84,84,84,84,84,84,85,85,85,85,85,86,86,86,86,86,87,87,87,87,87,87,87,87,87,88,88,88,88,88,88,88,89,89,89,89,89,89,90,90,90,90,92,92,94,95,95,95,95,95,95,95,97,97,97,97,97,97,101,101,101,103,103,103,104,106,108,116,116,116,118,118,128,128,128,132,132,132,132,136,139,148,150,150,150,150,168,169,181,183,185,186,195,201,201,207,207,209,209,209,215,215,222,224,224,224,231,232,232,232,236,236,237,237,237,238,239,240,241,250,250,253,253,254,255,255,255,258,259,260,260,260,260,264,264,264,267,269,269,269,270,270,271,272,278,278,278,279,279,279,279,280,280,280,280,280,280,280,282,282,282,282,283,283,283,283,283,283,283,283,285,285,291,291,293,293,295,295,295,295,295,295,295,295,295,295,295,301,301,301,301,305,305,305,306,306,306,310,310,311,314,314,314,314,314,316,316,316,316,316,324,326,326,326,326,326,326,328,328,333,333,333,341,341,341,342,342,346,347,347,347,347,347,353,353,356,356,356,357,357,357,358,358,358,358,358,358,360,360,360,360,362,362,364,364,364,364,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,365,367,367,367,367,367,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,368,370,370,370,370,370,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,371,376,376,376,376,376,376,376,376,376,376,376,380,380,380,380,380,383,383,383,383,383,383,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,385,386,387,387,387,387,387,387,387,388,388,388,388,388,388,388,388,388,388,389,389,389,389,389,389,389,389,391,391,391,391,391,391,391,391,391,391,391,391,391,391,391,393,393,393,393,393,393,393,393,393,393,393,393,393,393,393,393,393,393,393,393,400,400,400,401,404,404,404,404,405,405,405,405,405,405,405,405,405,405,405,405,405,406,406,407,407,407,407,407,407,407,407,407,407,407,407,407,407,407,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,408,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409,409 -,Saint Vincent and the Grenadines,12.9843,-61.2872,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,4,4,4,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,14,14,14,16,17,17,17,17,17,18,19,19,21,26,26,28,33,33,33,33,33,33,38,38,38,38,38,38,47,53,53,54,56,56,60,60,60,63,63,64,65,66,66,68,68,69,69,69,69,69,69,69,69,69,71,71,71,71,72,72,72,73,73,73,73,73,73,74,74,74,74,74,74,74,74,74,74,74,76,76,76,76,76,77,77,77,77,77,77,77,77,77,77,77,79,79,79,81,81,81,81,81,81,81,81,81,83,83,83,83,84,84,84,84,84,85,85,85,85,85,85,87,88,88,90,90,90,90,92,92,92,92,93,93,93,94,94,95,95,95,99,99,99,99,101,101,101,102,102,103,103,103,103,104,104,104,105,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,107,107,108,108,108,108,108,108,108,108,108,108,108,108,109,109,109,110,110,110,110,111,111,111,111,111,111,111,111,112,112,112,112,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,118,118,118,118,118,118,118,118,118,119,119,119,119,119,119,119,120,120,120,120,120,120,121,121,121,121,121,121,121,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123 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-,San Marino,43.9424,12.4578,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,2,2,2,5,5,5,5,9,11,14,14,20,20,20,21,21,21,21,22,22,25,26,28,28,30,32,32,32,32,34,34,34,34,35,35,36,36,36,38,38,39,39,39,40,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,43,43,43,43,43,44,44,44,44,44,44,45,45,46,46,46,46,47,48,48,48,48,49,49,50,51,51,52,54,54,54,55,55,55,55,56,56,56,57,57,57,57,59,59,59,59,61,61,62,62,62,64,64,64,64,64,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,67,67,67,68,68,68,69,69,69,69,71,71,72,72,72,72,72,72,72,72,72,72,72,72,73,73,73,73,74,74,74,74,75,75,76,76,76,77,77,77,77,77,77,77,77,77,77,78,79,79,79,79,80,82,84,84,84,84,84,84,84,84,84,84,85,85,85,85,85,85,85,85,86,86,86,86,86,86,88,88,88,88,89,89,89,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,90,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,94,94,94,94,94,94,94,94,94,94,94,95,95,95,96,96,97,97,98,98,98,98,98,99,99,100,100,100,102,102,103,103,103,103,103,103,103,103,103,103,103,103,103,103,105,106,107,107,107,108,108,109,109,109,109,109,109,109,109,109,109,109,109,109,109,109,110,110,110,110,110,110,110,110,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,112,113,113,113,113,113,113,113,113,113,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,116,116,116,116,116,116,116,117,117,117,117,117,117,117,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122 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Arabia,23.885942,45.079162,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,3,3,4,8,8,10,16,21,25,29,34,38,41,41,44,47,52,59,65,73,79,83,87,92,97,103,109,114,121,127,136,139,144,152,157,162,169,176,184,191,200,209,219,229,239,246,255,264,273,283,292,302,312,320,329,339,351,364,379,390,399,411,425,441,458,480,503,525,549,579,611,642,676,712,746,783,819,857,893,932,972,1011,1052,1091,1139,1184,1230,1267,1307,1346,1387,1428,1474,1511,1551,1599,1649,1698,1752,1802,1858,1916,1968,2017,2059,2100,2151,2181,2223,2243,2283,2325,2370,2407,2447,2486,2523,2557,2601,2635,2672,2703,2733,2760,2789,2816,2842,2866,2887,2917,2949,2984,3020,3055,3093,3130,3167,3199,3233,3269,3303,3338,3369,3408,3436,3470,3506,3548,3580,3619,3649,3691,3722,3755,3785,3813,3840,3870,3897,3929,3956,3982,4015,4049,4081,4107,4137,4165,4189,4213,4240,4268,4305,4338,4369,4399,4430,4458,4485,4512,4542,4569,4599,4625,4655,4683,4712,4739,4768,4794,4823,4850,4875,4898,4923,4947,4972,4996,5018,5043,5068,5087,5108,5127,5144,5165,5185,5201,5217,5235,5250,5264,5281,5296,5313,5329,5348,5363,5383,5402,5420,5437,5456,5471,5489,5506,5525,5540,5559,5576,5590,5605,5625,5641,5657,5676,5692,5710,5729,5745,5761,5780,5796,5811,5825,5840,5857,5870,5884,5896,5907,5919,5930,5940,5954,5965,5977,5989,6002,6012,6023,6036,6048,6059,6069,6080,6091,6101,6112,6122,6131,6139,6148,6159,6168,6176,6185,6196,6204,6214,6223,6230,6239,6246,6256,6265,6272,6278,6282,6286,6291,6295,6300,6304,6310,6313,6318,6323,6329,6335,6338,6342,6346,6350,6352,6355,6359,6363,6366,6368,6372,6375,6379,6383,6386,6389,6393,6397,6402,6406,6410,6415,6420,6424,6429,6433,6438,6441,6445,6450,6454,6457,6461,6466,6470,6475,6480,6483,6488,6494,6500,6505,6510,6514,6519,6524,6528,6534,6539,6545,6551,6556,6563,6567,6573,6578,6585,6591,6596,6602,6609,6613,6618,6624,6630,6637,6643,6650,6656,6663,6669,6676,6684,6690,6697,6704,6711,6719,6728,6737,6747,6754,6765,6773,6781,6791,6801,6810,6823,6834,6846,6858,6869,6878,6887,6900,6913,6922,6935,6946,6957,6968,6979,6992,7006,7018,7032,7045,7059,7072,7085,7098,7111,7122,7134,7147,7162,7174,7188,7201,7214,7224,7237,7249,7264,7278,7295,7309,7320,7334,7347,7362,7377,7393,7408,7424,7440,7456,7471,7488,7503,7503,7537,7553,7572,7590,7606,7621,7635,7650,7663,7677,7691,7703,7716,7730,7743,7760,7775,7789,7804,7819,7832,7848,7863,7876,7891,7907,7921,7933,7947,7963,7976,7992,8006,8020,8035,8048,8063,8075,8089,8103,8115,8130,8141,8155,8167,8179,8189,8200,8200,8200,8237,8249,8249,8249,8249,8249,8311,8311,8311,8311,8311,8311,8311,8388,8388,8388,8419,8419,8419,8439,8439,8457,8457,8481,8481,8481,8481,8512,8512,8512,8512,8512,8512,8512,8512,8512,8579,8579,8591,8591,8604,8610,8610,8610,8610,8610,8610,8645,8651,8651,8651,8667,8672,8679,8679,8679,8694,8699,8704,8709,8709,8716,8716,8716,8716,8716,8730,8732,8736,8739,8743,8745,8748,8751,8753,8755,8758,8760,8763,8765,8767,8770,8773,8774,8776,8778,8780,8782,8785,8788,8790,8793,8794,8796,8798,8799,8800,8802,8803,8804,8805,8806,8807,8809,8810,8811,8813,8816,8818,8820,8821,8822,8823,8824,8826,8827,8828,8829,8830,8832,8833,8834,8836,8837,8839,8840,8842,8844,8845,8847,8849,8850,8851,8852,8853,8855,8856,8857,8858,8860,8861,8862,8864,8865,8867,8868,8869,8870,8871,8872,8873,8874,8875,8877,8878,8879,8881,8883,8886,8888,8890,8892,8893,8895,8897,8899,8901,8903,8905,8906,8908,8910,8912,8914,8916,8918,8920,8922,8924,8927,8929,8931,8933,8936,8940,8941,8943,8947,8950,8953,8954,8957,8959,8962,8965,8969,8971,8973,8974,8975,8977,8978,8981,8982,8984,8986,8987,8990,8991,8993,8994,8996,8998,9001,9002,9004,9005,9006,9008,9009,9011,9013,9014,9016,9017,9018,9020,9021,9023,9024,9025,9027,9028,9030,9032,9033,9034,9036,9038,9039,9040,9042,9043,9045,9046,9047,9048,9050,9050,9053,9054,9055,9055,9058,9058,9060,9062,9063,9066,9068,9069,9069,9072,9074,9075,9075,9076,9078,9079,9082,9084,9085,9086,9088,9089,9093,9093,9094,9096,9099,9099,9103,9104,9104,9108,9110,9111,9114,9116,9118,9121,9123,9124,9127,9128,9130,9131,9134,9135,9138,9140,9143,9144,9145,9148,9149,9151,9152,9155,9156,9158,9160,9163,9165,9167,9170,9173,9175,9176,9179,9180,9183,9185,9188,9189,9191,9194,9194,9194,9194,9201,9202,9205,9207,9208,9209,9211,9211,9211,9212,9215,9218,9219,9220,9221,9221,9223,9225,9228,9229,9230,9232,9233,9233,9233,9236,9237,9238,9239,9240,9243,9243,9245,9247,9250,9251,9252,9255,9255,9257,9257,9260,9261,9261,9263,9264,9265,9266,9269,9269,9271,9272,9272,9273,9274,9276,9277,9280,9280,9282,9284,9287,9288,9289,9292,9293,9295,9297,9299,9302,9303,9306,9309,9310,9312,9313,9315,9316,9317,9320,9322,9324,9327,9330,9331,9332,9333,9335,9337,9340,9341,9342,9344,9347,9350,9351,9352,9353,9355,9357,9360,9361,9362,9364,9365,9368,9369,9372,9374,9376,9379,9379,9381,9383,9384,9387,9390,9391,9392,9393,9395,9397,9400,9401,9403,9405,9406,9407,9409,9412,9415,9416,9417,9418,9421,9423,9425,9426,9429,9432,9433,9435,9438,9440,9442,9443,9446,9447,9448,9449,9451,9454,9456,9457,9458,9459,9461,9464,9465,9468,9471,9472,9474,9476,9477,9480,9481,9482,9484,9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-,Sierra 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-,Solomon 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-,South Africa,-30.5595,22.9375,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,3,5,5,5,9,9,11,12,13,18,18,24,25,25,27,27,34,48,50,52,54,58,58,65,75,79,86,87,90,93,103,103,116,123,131,138,148,153,161,178,186,194,206,206,219,238,247,261,264,286,312,339,369,397,407,429,481,524,552,577,611,643,683,705,755,792,848,908,952,998,1080,1162,1210,1284,1354,1423,1480,1568,1625,1674,1737,1831,1877,1930,1991,2102,2205,2292,2340,2413,2456,2529,2657,2749,2844,2952,3026,3199,3310,3502,3602,3720,3860,3971,4079,4172,4346,4453,4669,4804,4948,5033,5173,5368,5940,6093,6343,6655,6769,7067,7257,7497,7812,8005,8153,8366,8539,8884,9298,9604,9909,10210,10408,10621,10751,11010,11270,11556,11677,11839,11982,12264,12423,12618,12843,12987,13059,13159,13308,13502,13628,13743,13981,14028,14149,14263,14389,14563,14678,14779,14889,15004,15086,15168,15265,15378,15427,15447,15499,15641,15705,15772,15857,15940,15953,15992,16118,16206,16283,16312,16376,16398,16586,16667,16734,16866,16909,16938,16976,17016,17103,17248,17408,17547,17673,17780,17863,18028,18151,18309,18370,18408,18471,18492,18656,18741,18843,18891,18944,18968,19008,19053,19111,19164,19230,19276,19411,19465,19539,19585,19677,19749,19789,19809,19845,19951,20011,20076,20153,20206,20241,20314,20432,20556,20671,20759,20845,20903,20968,21083,21201,21289,21378,21439,21477,21535,21644,21709,21803,21963,22067,22206,22249,22432,22574,22747,22952,23106,23276,23451,23661,23827,24011,24285,24539,24691,24907,25246,25657,25983,26276,26521,26735,27071,27568,28033,28469,28887,29175,29577,30011,30524,31368,31809,32425,32824,33163,33579,34334,35140,35852,36467,36851,37105,37449,38288,38854,39501,40076,40574,40874,41117,41797,42550,43105,43633,43951,44164,44399,44946,45344,45605,45902,46180,46290,46473,46869,47145,47382,47670,47821,47899,48094,48313,48478,48708,48859,48940,49053,49150,49413,49523,49667,49784,49941,49993,50077,50271,50366,50462,50566,50647,50678,50803,50906,51015,51110,51179,51261,51326,51421,51560,51634,51724,52035,52082,52111,52196,52251,52372,52535,52602,52648,52663,52710,52788,52846,52897,52946,52954,52987,52995,53032,53111,53173,53226,53256,53322,53356,53423,53498,53571,53663,53711,53736,53757,53887,53940,53995,54066,54125,54148,54186,54237,54285,54331,54350,54406,54417,54452,54511,54557,54620,54687,54687,54735,54825,54896,54968,55012,55124,55183,55210,55260,55340,55507,55568,55719,55772,55802,55874,55976,56077,56170,56293,56363,56363,56506,56601,56711,56765,56832,56929,56974,57063,57183,57310,57410,57592,57706,57765,57879,58087,58223,58323,58441,58590,58702,58795,59092,59258,59406,59621,59778,59900,60038,60264,60647,61029,61332,61507,61840,62171,62628,63039,63499,63873,64138,64289,64509,65142,65595,65972,66385,66676,66859,67080,67676,68192,68625,69075,69488,69775,70018,70338,70908,71431,71679,72013,72191,72437,72992,73415,73873,74352,74623,74813,75012,75201,75774,76247,76631,76869,77141,77440,77993,78377,78694,78983,79251,79421,79584,79953,80469,80826,81187,81461,81595,81830,82261,82496,82914,83161,83343,83419,83617,83899,84152,84327,84608,84751,84877,85002,85302,85468,85779,85952,86116,86174,86216,86376,86500,86655,86967,87001,87052,87216,87417,87417,87626,87705,87753,87780,87819,87922,87981,88104,88236,88292,88317,88346,88429,88466,88506,88562,88587,88612,88619,88674,88754,88835,88891,88914,88925,88934,88987,89049,89104,89151,89163,89177,89179,89197,89220,89251,89295,89319,89332,89352,89387,89435,89452,89469,89476,89484,89489,89504,89515,89555,89562,89572,89574,89584,89635,89657,89771,89783,89791,89797,89822,89843,89871,89915,89944,89965,89966,89975,90002,90038,90060,90080,90116,90137,90148,90172,90226,90262,90297,90345,90348,90453,90488,90587,90662,90743,90773,90814,90829,90854,90935,91061,91145,91198,91228,91312,91451,91561,92112,92252,92371,92453,92530,92649,92830,92989,93117,93278,93364,93451,93571,93571,93846,93949,94063,94177,94625,94397,94491,94651,94784,94905,95022,95093,95288,95463,95545,95545,95817,95835,96021,96289,96502,96705,96851,96985,96993,97250,97431,97520,97955,98298,98617,98667,98804,98868,98978,99018,99145,99191,99229,99412,99430,99458,99499,99517,99543,99543,99609,99625,99656,99681,99709,99712,99725,99725,99727,99767,99829,99868,99879,99881,99890,99893,99899,99932,99939,99965,99966,99970,99976,100020,100032,100032,100032,100050,100050,100067,100070,100075,100084,100096,100096,100098,100116,100132,100138,100142,100144,100147,100181,100195,100211,100276,100286,100298,100303,100333,100348,100351,100355,100360,100363,100363,100370,100377,100407,100471,100505,100516,100523,100533,100559,100609,100630,100744,100753,100755,100771,100812,100867,100867,100916,100931,100933,100952,101002,101043,101092,101128,101142,101146,101162,101190,101219,101250,101285,101313,101317,101317,101397,101424,101448,101468,101477,101484,101509,101550,101576,101584,101589,101589,101604,101620,101640,101697,101704,101717,101727,101731,101740,101745,101764,101764,101793,101809,101812,101812,101847,101847,101868,101876,101876,101876,101880,101880,101895,101895,101895,101918,101918,101918,101935,101939,101942,101943,101943,101943,101955,101955,101955,101977,101982,101982,101982,101982,101982,101982,101982,101982,101982,101982,101982,101982,101982,101982,101982,101982,101982,101982,101982,102066,102066,102066,102066,102066,102066,102066,102084,102084,102084,102084,102084,102084,102084,102084,102108,102108,102108,102108,102108,102108,102129,102129,102129,102129,102129,102129,102129,102129,102146,102146,102146,102146,102146,102146,102169,102169,102169,102169,102169,102169,102169,102169,102185,102185,102185,102185,102185,102185,102194,102194,102194,102194,102194,102194,102194,102194,102246,102246,102246,102246,102246,102246,102246,102246,102257,102257,102257,102257,102257,102257,102257,102311,102311,102311,102311,102311,102311,102311,102363,102363,102363,102363,102363,102363,102363,102371,102371,102371,102371,102371,102371,102371,102395,102395,102395,102395,102395,102395,102395,102428,102428,102428,102428,102428,102428,102464,102464,102464,102464,102464,102464,102464,102550,102550,102550,102550,102550,102550,102550,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102568,102588,102588,102588,102588,102588,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595,102595 -,South Sudan,6.877,31.307,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,6,8,8,8,8,10,10,10,10,10,10,10,10,10,10,10,14,19,19,19,24,24,27,27,27,30,31,32,34,34,34,35,36,36,36,36,36,36,36,38,38,38,38,38,38,38,38,38,38,38,38,38,41,41,41,41,43,43,43,45,45,45,45,45,45,45,46,46,46,46,46,46,46,46,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,48,48,48,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,50,50,50,50,50,50,53,54,54,55,55,55,55,55,55,55,55,55,55,55,55,56,56,56,56,56,56,58,58,58,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,59,60,60,60,60,61,61,61,61,61,61,61,61,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,66,66,66,66,66,69,71,71,72,74,74,77,79,79,83,83,85,86,87,87,87,87,90,93,93,94,95,97,100,100,102,102,102,102,102,103,104,104,104,104,106,106,106,106,106,106,106,106,107,108,108,108,108,108,108,109,112,112,112,113,113,113,113,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,116,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,117,118,118,118,118,119,119,119,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,121,121,121,121,128,128,128,128,128,128,128,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,130,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,135,135,135,135,135,135,135,135,135,135,135,135,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,137,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138 -,Spain,40.463667,-3.74922,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,3,5,10,17,28,35,54,55,133,195,289,342,533,623,830,1043,1375,1772,2311,2808,3647,4365,5138,5982,6803,7716,8464,9387,10348,11198,11947,12641,13341,14045,14792,15447,16081,16606,17209,17756,18056,18708,19315,20002,20043,20453,20852,21282,21717,22157,22524,22902,23190,23521,23822,24275,24543,24543,25100,25264,25428,25613,25857,26070,26299,26478,26621,26744,26920,27104,27321,27459,27563,27563,27709,27778,27888,27940,28628,28678,28752,26834,27117,27117,27119,27121,27125,27127,27127,27127,27128,27133,27134,27135,27136,27136,27136,27136,27136,27136,27136,27136,27136,27136,27136,27136,28315,28322,28323,28324,28325,28327,28330,28338,28341,28343,28346,28355,28364,28368,28385,28385,28385,28388,28392,28396,28401,28403,28403,28403,28406,28409,28413,28416,28420,28420,28420,28422,28424,28426,28429,28432,28432,28432,28434,28436,28441,28443,28445,28445,28445,28472,28498,28499,28500,28503,28503,28503,28576,28581,28579,28605,28617,28617,28617,28646,28670,28797,28813,28838,28838,28838,28872,28924,28971,28996,29011,29011,29011,29094,29152,29194,29234,29418,29418,29418,29516,29594,29628,29699,29747,29747,29747,29848,30004,30243,30405,30495,30495,30495,30663,30904,31034,31118,31232,31232,31232,31411,31411,31791,31973,32086,32086,32086,32225,32486,32562,32688,32929,32929,32929,33124,33204,33413,33553,33775,33775,33775,33992,34210,34366,34521,34752,34752,34752,35031,35298,35466,35639,35878,35878,35878,36257,36495,38118,38486,38833,38833,38833,39345,39345,40105,40461,40769,40769,40769,41253,41688,42039,42291,42619,42619,42619,43131,43668,44037,44374,44668,44668,44668,45069,45511,45784,46038,46252,46252,46252,46646,46646,47019,47344,47624,47624,47624,48013,48401,48596,48777,48926,48926,48926,49260,49520,49698,49824,49824,49824,49824,50122,50442,50689,50837,50837,50837,50837,51078,51430,51430,51675,51874,51874,51874,52275,52683,52878,53079,53314,53314,53314,53769,54173,54637,55041,55441,55441,55441,56208,56794,57291,57806,58319,58319,58319,59081,59805,60370,60802,61386,61386,61386,62295,63061,63704,64217,64747,64747,64747,65449,65979,66316,66704,67101,67101,67101,67636,68079,68468,68813,69142,69142,69142,69609,69801,70247,70501,71138,71138,71138,71436,71727,71961,72085,72258,72258,72258,72424,72565,72793,72910,72910,72910,72910,73543,73744,73744,74420,75010,75010,75010,75199,75305,75459,75541,75541,75698,75698,75783,75911,76037,76179,76328,76328,76328,76525,76625,76756,76882,76981,76981,76981,77102,77102,77364,77496,77591,77591,77591,77738,77855,77943,78080,78216,78216,78216,78293,78399,78566,78726,78792,78792,78792,78895,79100,79208,79281,79339,79339,79339,79432,79502,79568,79601,79620,79620,79620,79711,79801,79855,79888,79905,79905,79905,79953,79983,80049,80049,80195,80196,80196,80236,80309,80332,80465,80501,80501,80501,80517,80579,80615,80634,80652,80652,80652,80689,80719,80748,80766,80779,80779,80779,80789,80829,80875,80883,80911,80911,80911,80934,80952,80969,80997,81003,81003,81003,81020,81033,81043,81084,81096,81096,81096,81119,81148,81166,81194,81221,81221,81221,81268,81323,81396,81442,81486,81486,81486,81643,81773,81844,81931,82006,82006,82006,82125,82227,82320,82407,82470,82470,82470,82595,82739,82883,83004,83136,83136,83136,83337,83527,83690,83861,84000,84000,84000,84146,84340,84472,84640,84795,84795,84795,84928,85066,85147,85218,85290,85290,85290,85393,85548,85638,85739,85783,85783,85783,85901,85983,86085,86185,86229,86229,86229,86298,86358,86397,86415,86463,86463,86463,86527,86621,86678,86701,86778,86778,86778,86827,86827,86869,86917,86974,86974,86974,87030,87051,87082,87102,87132,87132,87132,87186,87238,87289,87322,87368,87368,87368,87368,87423,87462,87477,87504,87504,87504,87558,87558,87617,87647,87673,87673,87673,87716,87745,87775,87804,87810,87810,87810,87832,87866,87904,87931,87955,87955,87955,88008,88052,88080,88122,88159,88159,88159,88159,88237,88237,88321,88380,88381,88381,88484,88542,88619,88667,88708,88708,88708,88793,88887,88937,89019,89019,89019,89019,89139,89253,89331,89405,89405,89405,89405,89573,89689,89837,89837,89934,89934,89934,90136,90383,90508,90620,90759,90759,90759,90993,91277,91437,91599,91741,91741,91741,91994,92376,92591,92767,92966,92966,92966,93225,93633,93857,94040,94040,94040,94040,94570,94931,95213,95606,95995,95995,95995,96596,96906,97350,97710,97998,97998,97998,98462,98635,98936,99162,99410,99410,99410,99410,99883,100037,100239,100413,100413,100413,100574,100859,100992,101077,101135,101135,101135,101135,101416,101416,101416,101703,101703,101703,101703,102053,102053,102053,102392,102392,102392,102392,102218,102218,102218,102541,102541,102541,102541,102747,102747,102747,103104,103104,103104,103104,103104,103104,103104,103104,103104,103104,103104,103104,103721,103721,103908,103908,103908,103908,104227,104227,104227,104456,104456,104456,104456,104668,104668,104668,104869,104869,104869,105123,105123,105123,105123,105444,105444,105444,105444,105642,105642,105642,105642,105952,105952,1059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-,Sri 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Emirates,23.424076,53.847818,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,3,5,6,8,8,9,10,10,11,12,12,14,16,20,22,25,28,33,35,37,37,41,43,46,52,56,64,71,76,82,89,98,105,111,119,126,137,146,157,165,174,185,198,201,203,206,208,210,214,220,224,227,233,237,241,244,245,248,253,255,258,260,262,264,266,269,270,273,274,275,276,281,283,284,286,287,288,289,291,293,295,298,300,301,302,303,305,307,308,310,311,313,314,315,316,317,318,321,323,324,326,327,328,330,331,333,334,335,335,335,337,338,339,340,341,342,342,343,343,344,345,347,347,349,351,351,351,351,351,353,354,356,356,357,357,358,358,358,359,361,364,364,366,367,369,370,372,375,376,377,378,378,379,379,382,384,384,387,387,387,388,388,390,391,393,398,398,399,399,399,401,402,402,403,404,404,405,405,406,407,409,411,412,413,416,419,421,424,426,426,429,435,436,438,442,443,445,446,448,450,452,455,459,463,466,470,472,474,475,475,477,480,482,485,488,490,495,496,497,503,505,508,510,514,514,515,518,520,523,528,528,530,534,538,542,544,547,548,552,554,559,563,564,567,569,570,572,576,580,585,586,589,592,594,596,598,602,607,609,617,618,622,626,629,630,634,637,639,642,645,647,653,655,657,660,662,665,669,671,674,679,682,685,689,694,697,702,708,711,717,723,726,733,740,745,751,756,762,766,776,783,792,798,805,811,819,826,838,850,859,866,878,888,902,914,921,930,947,956,974,986,1001,1014,1027,1041,1055,1073,1093,1108,1125,1140,1145,1164,1182,1198,1213,1221,1238,1253,1269,1286,1296,1310,1322,1335,1345,1353,1369,1378,1388,1395,1402,1406,1414,1424,1428,1433,1438,1445,1451,1456,1466,1472,1477,1481,1486,1492,1497,1499,1502,1504,1510,1512,1516,1520,1523,1526,1529,1531,1533,1537,1541,1545,1547,1550,1554,1556,1559,1561,1565,1567,1569,1571,1573,1578,1580,1584,1587,1591,1593,1596,1598,1601,1604,1607,1610,1613,1615,1617,1619,1623,1626,1629,1631,1633,1637,1639,1642,1644,1648,1651,1654,1658,1661,1664,1668,1673,1677,1680,1684,1686,1689,1691,1696,1699,1702,1704,1710,1710,1720,1724,1726,1730,1734,1738,1741,1747,1752,1757,1763,1767,1773,1775,1782,1792,1796,1802,1807,1811,1819,1825,1831,1834,1839,1843,1847,1849,1853,1860,1866,1870,1876,1880,1885,1892,1896,1898,1900,1904,1907,1910,1913,1916,1920,1927,1929,1934,1939,1943,1949,1951,1956,1960,1965,1967,1969,1971,1975,1978,1982,1988,1992,1994,1997,2001,2003,2006,2009,2012,2014,2018,2020,2024,2026,2028,2031,2035,2036,2038,2039,2041,2043,2043,2044,2045,2046,2048,2050,2053,2057,2060,2062,2062,2064,2066,2068,2069,2071,2073,2075,2077,2078,2080,2083,2086,2089,2090,2094,2094,2095,2097,2100,2100,2102,2103,2104,2107,2109,2111,2113,2113,2114,2115,2116,2117,2118,2118,2120,2120,2122,2124,2126,2128,2129,2130,2131,2134,2135,2135,2136,2136,2136,2136,2137,2137,2137,2138,2139,2140,2142,2142,2142,2142,2142,2143,2143,2144,2144,2144,2144,2144,2144,2144,2144,2144,2145,2145,2145,2145,2146,2146,2147,2148,2148,2148,2148,2148,2149,2149,2149,2149,2151,2151,2151,2151,2151,2151,2151,2151,2151,2151,2152,2154,2154,2154,2155,2156,2158,2159,2160,2160,2162,2164,2165,2168,2169,2170,2170,2170,2170,2173,2174,2174,2177,2181,2182,2185,2188,2191,2195,2198,2200,2204,2207,2211,2214,2219,2224,2228,2232,2234,2239,2240,2243,2248,2251,2253,2258,2262,2264,2265,2269,2273,2278,2283,2284,2285,2287,2288,2289,2290,2292,2293,2294,2296,2297,2298,2299,2300,2301,2301,2301,2301,2301,2301,2301,2301,2301,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2302,2304,2305,2305,2305,2305,2305,2305,2305,2305,2305,2305,2305,2305,2305,2305,2305,2305,2305,2306,2306,2308,2309,2309,2309,2309,2309,2310,2311,2311,2313,2313,2315,2316,2317,2317,2319,2319,2319,2322,2322,2322,2323,2324,2324,2324,2325,2325,2325,2325,2325,2325,2327,2328,2329,2330,2331,2332,2332,2332,2334,2334,2334,2334,2335,2335,2335,2335,2335,2337,2337,2337,2337,2337,2338,2339,2339,2339,2339,2339,2339,2340,2341,2341,2341,2341,2341,2341,2341,2341,2341,2341,2341,2341,2341,2341,2341,2341,2341,2341,2341,2341,2342,2342,2342,2342,2342,2342,2342,2342,2342,2342,2342,2342,2342,2342,2342,2342,2342,2343,2343,2344,2345,2345,2345,2345,2345,2345,2345,2346,2346,2346,2346,2346,2346,2346,2346,2346,2346,2346,2346,2346,2347,2347,2347,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2348,2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-Anguilla,United 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-Bermuda,United Kingdom,32.3078,-64.7505,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,3,4,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,7,7,7,7,7,7,7,7,7,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,14,14,14,14,14,14,14,16,16,16,17,17,18,18,20,20,20,22,23,23,23,24,24,24,27,28,28,28,28,30,30,30,30,30,30,31,31,31,31,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,34,34,34,34,34,34,34,35,35,35,35,35,35,35,36,36,37,38,38,42,43,43,45,45,45,52,52,52,62,72,72,72,75,75,82,82,87,87,89,89,89,89,92,92,95,95,95,95,95,95,95,95,96,96,96,98,98,100,100,101,101,101,104,104,104,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,106,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,112,112,112,112,114,114,114,116,116,116,116,117,117,117,118,118,118,118,119,119,119,120,120,120,120,121,121,121,122,122,122,122,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,123,124,124,124,124,125,125,125,126,126,126,126,126,126,126,127,127,127,127,127,127,127,128,128,128,128,128,128,128,129,129,129,129,129,130,130,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,134,134,134,134,135,135,135,135,135,135,135,135,137,137,137,137,137,137,137,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,140,140,140,140,140,140,140,140,140,140,140,140,140,140,141,141,141,141,141,141,141,142,142,142,142,142,142,144,144,144,144,144,144,144,144,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,148,149,149,149,149,149,149,149,149,149,149,149,149,149,149,151,151,151,151,151,151,151,151,151,151,151,151,151,151,151,151,152,152,152,152,152,152,152,152,152,152,152,152,152,152,152,152,152,152,152,152,152,152,152,152,152,152,153,153,153,153,153,153,153,154,154,154,154,154,154,154,155,155,155,155,155,155,155,157,157,157,157,157,157,157,157,157,157,157,157,157,157,158,158,158,158,158,158,158,158,158,158,158,158,158,158,159,159,159,159,159,159,159,160,160,160,160,160,160,160,160,160,160,160,160,160,160,160,160 -British Virgin Islands,United Kingdom,18.4207,-64.64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,3,3,3,3,3,4,8,8,14,17,17,23,23,23,23,25,25,25,25,25,31,31,31,31,31,31,31,31,31,31,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,40,40,40,40,40,40,40,40,40,40,40,42,42,42,47,47,47,47,47,47,47,47,49,49,49,49,49,49,49,49,49,51,51,51,51,51,51,58,58,61,61,61,61,61,61,61,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64 -Cayman Islands,United Kingdom,19.3133,-81.2546,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,4,4,4,4,4,4,4,4,4,4,4,5,6,6,7,7,7,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,18,18,18,18,18,18,18,22,22,22,23,23,23,23,23,23,25,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,31,31,31,31,31,31,31,31,31,31,31,31,31,32,32,32,32,32,32,32,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,35,35,35,35,35,35,35,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,36,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37,37 -Channel Islands,United Kingdom,49.3723,-2.3644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 -Falkland Islands (Malvinas),United 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Kingdom,36.1408,-5.3536,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,2,2,3,3,3,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,8,8,10,11,11,12,12,16,16,17,20,25,30,34,43,45,47,53,59,59,62,63,65,69,70,70,73,75,77,78,79,79,79,80,80,83,83,83,83,83,84,84,84,87,87,87,88,88,88,90,91,91,91,92,92,93,93,93,93,93,93,93,93,93,93,93,93,93,93,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,95,95,95,95,95,95,95,95,95,95,95,95,96,96,96,96,96,96,96,96,96,96,96,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,97,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,98,99,99,99,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,102,104,104,104,104,104,104,104,104,104,104,104,104,104,104,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,106,106,106,106,106,106,106,106,106,106,106,106,106,106,107,107,107,107,107,107,107,107,107,107,107,107,107,107,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111 -Guernsey,United Kingdom,49.448196,-2.58949,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,3,4,4,6,6,8,9,9,9,10,11,11,13,13,13,13,13,13,14,14,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,20,20,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,21,22,22,22,22,22,22,22,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23,24,24,24,24,24,24,25,25,26,26,28,28,28,28,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,36,36,36,36,36,36,36,36,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,45,45,45,45,45,45,45,46,46,46,46,46,46,46,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,48,48,48,48,48,48,49,49,49,49,49,49,49,49,50,50,50,50,50,50,50,54,54,54,54,54,54,54,54,54,54,54,54,54,54,60,60,60,60,60,60,60,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,62,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,63,64,64,64,64,64,64,64,64,64,64,64,64,64,64,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,69,69,69,69,69,69,69,69,62,62,62,62,62,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66 -Isle of Man,United Kingdom,54.2361,-4.5481,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,2,2,2,2,4,4,4,6,6,9,9,15,16,18,18,18,20,21,21,21,22,22,22,23,23,23,23,23,23,23,23,23,23,23,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,26,27,27,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,30,30,30,33,33,33,33,33,33,36,36,36,37,37,37,37,37,37,37,37,37,37,37,37,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,51,51,51,51,51,51,51,51,52,52,52,52,52,52,54,54,54,54,54,54,54,54,56,56,56,56,56,56,57,57,57,57,57,57,57,57,57,57,57,57,57,57,60,60,60,60,60,60,61,64,64,64,64,64,64,64,64,66,66,66,66,66,66,66,66,66,66,66,66,66,66,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,68,68,68,68,68,68,68,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,71,71,71,71,71,71,73,73,73,73,73,73,73,77,77,77,77,77,77,77,77,79,79,79,79,79,79,79,80,80,80,80,80,80,80,80,80,80,80,80,80,81,81,81,81,81,81,81,81,81,81,81,81,81,81,81,82,82,82,82,82,82,84,84,84,84,84,84,84,87,87,87,87,87,87,87,87,87,87,87,87,87,93,93,98,98,98,98,98,98,98,102,102,102,102,102,102,102,104,104,104,104,104,104,104,104,105,105,105,105,105,105,105,105,105,105,105,105,105,106,106,106,106,106,106,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,108,110,110,110,110,110,110,110,110,110,110,110,110,110,110,111,111,111,111,111,111,111,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116 -Jersey,United Kingdom,49.2138,-2.1358,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,2,2,2,2,3,3,3,3,3,3,4,4,4,4,4,6,7,10,11,12,12,14,14,18,19,19,19,19,19,20,20,22,23,24,24,24,24,25,25,25,25,26,26,27,27,27,27,27,27,27,28,29,29,29,29,29,29,29,29,29,29,29,29,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,32,33,36,36,36,38,39,40,41,41,41,41,41,41,42,44,44,44,44,47,51,53,56,57,57,57,59,59,60,60,62,62,62,62,62,62,62,63,63,63,63,63,64,65,66,66,66,66,67,67,67,67,67,67,67,67,67,67,67,67,67,68,68,68,68,68,68,68,68,68,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,70,71,72,73,73,73,73,73,73,73,74,74,74,74,74,74,75,75,75,75,75,76,76,76,77,77,77,77,77,77,77,77,77,77,77,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,78,79,79,79,79,79,79,79,79,79,79,79,79,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,81,81,81,81,81,81,81,82,82,84,84,84,84,84,84,84,84,85,87,87,87,87,88,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,89,90,90,90,90,90,92,92,92,92,92,92,94,94,94,96,96,96,96,99,99,99,100,100,100,101,103,103,104,104,104,104,104,106,106,106,106,106,108,108,108,108,108,108,109,109,110,111,112,112,112,112,112,113,113,113,113,113,114,115,115,115,115,115,115,116,116,116,116,116,116,116,116,116,118,118,118,118,118,119,120,120,120,120,120,120,120,120,120,121,121,121,121,121,121,121,121,121,121,121,121,122,122,123,123,123,123,123,124,124,124,126,126,126,126,126,126,126,127,127,127,127,127,127,127,127,127,127,127,127,127,127,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,129,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,132,132,132,133,133,133,133,133,133,133,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,135,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,137,137,137,137,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,139,139,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,142,144,144,144,144,144,144,144,146,146,146,146,146,146,146,146,146,146,146,146,146,146,150,150,150,150,150,150,150,154,154,154,154,154,154,154,155,155,155,155,155,155,155,155,157,157,157,157,157,157,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161,161 -Montserrat,United Kingdom,16.742498,-62.187366,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,4,4,4,4,4,4,4,4,4,4,6,6,6,6,6,6,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8 -Pitcairn Islands,United 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-,Vietnam,14.058324,108.277199,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,6,7,8,9,10,10,10,13,15,16,18,21,22,24,24,25,26,25,25,25,26,27,27,27,30,30,30,32,32,34,34,34,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,36,37,37,37,37,39,41,42,43,44,44,45,46,47,47,47,47,48,49,49,51,53,53,53,55,55,55,57,58,59,59,61,61,61,62,64,66,69,69,70,72,74,74,76,78,80,81,81,84,84,86,90,97,102,104,110,112,119,125,132,138,207,225,225,254,334,334,370,370,370,370,370,524,524,630,1022,1161,1306,1306,1306,2071,2327,2720,3016,3250,3397,3757,4145,4487,4813,5088,5437,5774,6141,6472,6770,7150,7540,7540,8277,8666,9014,9349,9667,10053,10405,10749,11064,11064,11868,12138,12446,12793,13074,13385,13701,14135,14470,14745,15018,15279,15660,15936,16186,16425,16637,16857,17090,17305,17545,17781,18017,18220,18400,18584,18758,18936,19098,19301,19437,19601,19715,19845,19979,20098,20223,20337,20442,20555,20670,20763,20869,20950,21043,21131,21194,21269,21344,21416,21487,21543,21620,21673,21738,21802,21856,21910,21966,22030,22083,22131,22205,22283,22342,22412,22470,22531,22598,22686,22765,22849,22930,23018,23082,23183,23270,23337,23476,23578,23685,23761,23951,24118,24243,24407,24544,24692,24882,25055,25252,25448,25658,25858,26061,26260,26483,26700,26930,27186,27402,27611,27839,28081,28333,28616,28857,29103,29351,29566,29791,30041,30251,30531,30766,31007,31214,31418,31632,31877,32168,32394,32610,32831,33021,33245,33475,33644,33877,34117,34319,34531,34787,34964,35170,35341,35480,35609,35609,35972,36114,36266,36443,36596,36719,36884,37010,37165,37291,37432,37547,37668,37777,37777,37777,38063,38147,38261,38324,38424,38521,38614,38688,38784,38862,38946,39037,39122,39188,39278,39358,39423,39501,39605,39682,39773,39884,39962,40050,40144,40252,40338,40452,40547,40644,40726,40813,40891,40977,41086,41157,41228,41290,41385,41477,41545,41607,41683,41740,41817,41880,41949,42014,42075,42145,42196,42258,42306,42358,42413,42454,42493,42526,42563,42600,42642,42681,42712,42733,42768,42794,42813,42830,42858,42878,42901,42924,42934,42944,42957,42975,42982,42991,42998,43004,43013,43021,43029,43034,43037,43038,43041,43042,43044,43044,43047,43049,43055,43055,43056,43057,43058,43060,43063,43063,43065,43065,43067,43071,43072,43073,43075,43075,43075,43076,43076,43078,43078,43078,43078,43078,43078,43079,43079,43080,43080,43080,43080,43081,43081,43081,43081,43082,43083,43083,43083,43083,43083,43083,43083,43083,43083,43083,43083,43084,43084,43084,43084,43084,43084,43087,43087,43087,43087,43087,43087,43088,43089,43089,43089,43089,43089,43089,43089,43090,43090,43090,43090,43091,43091,43091,43091,43091,43091,43092,43092,43092,43092,43092,43092,43092,43093,43093,43093,43093,43094,43094,43094,43094,43094,43094,43094,43094,43095,43095,43096,43097,43098,43098,43100,43103,43103,43103,43104,43105,43106,43106,43108,43110,43110,43111,43112,43113,43117,43117,43117,43118,43119,43120,43122,43123,43125,43126,43126,43126,43129,43130,43132,43132,43137,43137,43138,43139,43141,43142,43146,43146,43146,43146,43146,43146,43147,43147,43148,43148,43149,43149,43149,43151,43151,43151,43152,43153,43153,43153,43154,43155,43155,43155,43155,43155,43157,43158,43159,43159,43159,43159,43159,43161,43161,43162,43165,43162,43163,43163,43163,43164,43165,43165,43165,43165,43166,43166,43166,43166,43166,43166,43166,43166,43166,43166,43167,43167,43168,43169,43169,43169,43169,43169,43170,43170,43170,43170,43170,43172,43175,43176,43176,43177,43177,43177,43178,43178,43178,43178,43178,43178,43178,43179,43179,43179,43179,43179,43179,43180,43180,43181,43182,43184,43184,43184,43184,43184,43184,43184,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186,43186 -,West Bank and 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diff --git a/covid19_recovered_global.csv b/covid19_recovered_global.csv deleted file mode 100644 index d20ea9a8..00000000 --- a/covid19_recovered_global.csv +++ /dev/null @@ -1,275 +0,0 @@ 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-Australian Capital Territory,Australia,-35.4735,149.0124,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,3,8,11,18,18,28,40,40,40,47,59,59,59,59,72,72,82,81,88,88,91,92,93,93,97,98,99,100,101,101,103,103,103,103,103,103,103,103,103,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,104,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,107,107,107,109,109,109,109,109,109,109,109,109,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,110,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,111,112,112,112,112,112,112,112,112,112,113,113,113,113,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,114,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,115,116,116,116,116,117,117,117,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,121,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 -New South Wales,Australia,-33.8688,151.2093,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1379,1379,1379,1379,1755,1926,2006,2056,2193,2208,2227,2266,2284,2293,2293,2306,2328,2349,2418,2463,2486,2504,2504,2517,2543,2571,2595,2605,2611,2611,2612,2614,2631,2648,2648,2653,2653,2656,2661,2663,2670,2666,2683,2685,2685,2687,2691,2700,2714,2719,2723,2724,2729,2735,2738,2743,2763,2766,2766,2768,2770,2770,2770,2771,2771,2771,2771,2771,2776,2782,2784,2784,2784,2784,2787,2787,2789,2977,2988,2988,2987,2986,2986,2987,2997,2988,2988,2988,2988,2988,2988,2988,2988,2988,2988,2988,2988,2988,2988,2988,2989,2989,2989,2989,2989,2989,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 -Northern Territory,Australia,-12.4634,130.8456,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,2,2,2,2,2,6,6,6,9,9,9,12,15,16,16,20,23,23,23,25,25,25,24,24,24,24,26,27,27,27,27,27,27,27,27,27,27,27,27,27,27,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,31,31,31,31,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,33,34,34,34,38,38,38,38,38,39,39,39,39,40,41,41,46,46,46,46,46,46,46,46,46,46,46,46,46,52,52,52,52,52,58,58,59,59,59,59,59,62,62,62,62,62,62,62,68,67,70,71,71,71,70,70,70,71,71,71,71,71,71,74,74,74,74,79,84,86,87,87,89,90,90,90,90,90,93,94,93,93,93,96,97,98,98,98,98,98,98,98,98,98,98,98,98,99,99,99,101,101,101,101,101,102,102,103,103,103,103,103,103,104,104,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,105,106,106,106,106,106,106,106,106,106,106,106,106,106,107,107,107,107,107,107,107,107,107,107,107,111,111,111,111,111,111,111,111,112,112,115,115,117,131,131,131,137,146,154,155,155,160,161,163,163,163,163,163,164,165,165,165,165,165,165,168,169,169,169,169,169,170,170,170,171,171,171,171,171,171,171,171,173,171,171,172,173,173,174,173,173,174,174,174,174,174,174,174,174,174,174,174,174,174,177,177,177,177,177,177,177,177,178,180,180,180,182,183,183,183,183,185,185,186,188,188,188,188,189,190,190,190,191,191,191,191,193,193,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 -Queensland,Australia,-27.4698,153.0251,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,173,173,173,345,372,372,372,372,442,442,442,442,738,738,738,738,738,738,738,803,926,926,934,943,948,965,976,980,980,985,989,994,1019,1019,1021,1027,1028,1030,1031,1036,1037,1038,1039,1040,1040,1040,1041,1041,1038,1039,1044,1045,1045,1045,1046,1046,1048,1047,1046,1049,1049,1050,1050,1051,1051,1051,1051,1051,1051,1051,1051,1052,1052,1053,1053,1053,1053,1053,1053,1054,1054,1054,1054,1054,1054,1054,1054,1054,1055,1055,1055,1055,1056,1057,1057,1058,1058,1058,1058,1058,1058,1058,1059,1060,1061,1061,1062,1063,1063,1063,1063,1063,1063,1063,1065,1066,1066,1066,1067,1067,1069,1069,1069,1071,1071,1072,1075,1076,1076,1076,1079,1079,1079,1079,1079,1081,1082,1082,1082,1082,1082,1083,1083,1084,1084,1084,1084,1084,1084,1086,1088,1089,1089,1089,1090,1091,1091,1094,1096,1107,1110,1111,1111,1111,1112,1118,1123,1124,1124,1124,1125,1141,1141,1141,1141,1141,1142,1143,1147,1147,1148,1148,1148,1148,1149,1152,1152,1152,1152,1154,1154,1154,1154,1154,1154,1154,1154,1154,1155,1155,1157,1155,1157,1157,1157,1157,1159,1160,1160,1163,1163,1165,1163,1163,1163,1163,1163,1163,1163,1163,1167,1171,1171,1171,1171,1171,1171,1171,1171,1171,1172,1176,1177,1177,1178,1180,1181,1181,1184,1186,1187,1190,1191,1191,1191,1191,1191,1196,1197,1199,1202,1203,1204,1204,1209,1213,1214,1214,1214,1215,1215,1216,1216,1217,1217,1217,1218,1218,1218,1218,1224,1232,1232,1233,1233,1234,1239,1240,1241,1243,1243,1245,1245,1247,1248,1253,1254,1255,1258,1261,1261,1266,1272,1278,1278,1282,1286,1286,1287,1295,1295,1295,1295,1295,1293,1294,1295,1297,1297,1299,1299,1299,1300,1301,1305,1305,1306,1306,1307,1309,1309,1309,1309,1309,1309,1310,1310,1311,1313,1313,1314,1314,1316,1316,1316,1316,1318,1321,1321,1324,1325,1328,1328,1328,1330,1330,1330,1331,1331,1331,1335,1337,1338,1339,1339,1339,1343,1343,1343,1343,1344,1353,1353,1353,1366,1366,1366,1376,1381,1381,1381,1381,1397,1397,1397,1429,1440,1442,1449,1449,1451,1453,1454,1456,1467,1502,1502,1502,1502,1507,1511,1511,1511,1524,1536,1538,1538,1551,1552,1555,1555,1560,1561,1562,1563,1564,1565,1565,1571,1572,1573,1574,1578,1579,1580,1586,1587,1589,1591,1591,1591,1591,1593,1597,1597,1598,1598,1599,1599,1600,1603,1603,1603,1603,1604,1614,1617,1617,1617,1620,1620,1620,1621,1621,1621,1624,1626,1628,1632,1635,1635,1637,1641,1641,1641,1641,1641,1641,1641,1641,1641,1670,1670,1675,1679,1679,1685,1685,1686,1698,1701,1701,1707,1707,1715,1715,1715,1717,1717,1720,1720,1725,1727,1727,1727,1727,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 -South Australia,Australia,-34.9285,138.6007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,6,6,6,6,6,6,6,6,6,46,46,46,53,53,53,120,179,179,179,179,240,240,279,331,331,331,369,376,388,394,401,402,411,414,420,420,420,422,427,427,427,429,432,433,433,433,434,434,434,434,434,435,435,435,435,435,435,435,435,435,435,435,435,435,435,435,435,435,435,435,435,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,436,437,439,439,439,439,439,439,439,440,440,440,440,440,440,441,441,441,441,441,441,441,441,441,443,443,443,443,443,444,445,445,446,447,447,447,449,449,449,449,450,450,451,452,452,452,452,456,456,456,456,456,458,458,458,458,458,459,459,459,459,459,460,461,461,461,462,462,462,462,462,462,462,462,462,462,462,462,462,462,462,462,462,462,462,464,464,464,465,465,465,465,465,465,466,466,466,467,468,469,471,471,472,472,472,472,473,473,473,473,475,478,479,479,482,483,483,485,486,487,489,489,490,492,492,495,495,495,495,495,495,495,506,511,512,512,513,514,514,514,516,520,533,539,540,541,547,548,549,551,551,553,556,558,558,558,558,558,558,558,559,559,559,559,559,559,559,559,559,560,560,562,562,563,563,563,565,565,566,566,566,566,567,568,569,568,568,569,569,574,575,577,577,578,578,578,584,587,587,590,591,591,592,592,592,592,592,592,592,592,592,595,596,596,596,596,596,597,597,597,599,599,599,599,601,601,601,602,602,603,604,605,606,606,606,606,606,610,610,610,610,610,611,611,611,613,617,618,620,620,620,620,620,621,622,622,622,624,624,625,628,630,630,631,631,633,633,640,641,641,642,644,649,649,651,651,654,657,657,657,657,661,665,665,665,665,665,668,669,669,675,675,678,680,680,682,686,687,690,690,691,694,699,702,703,708,710,717,717,717,722,723,724,724,724,733,733,736,739,740,742,744,744,745,745,746,746,747,747,748,753,752,752,752,754,758,761,761,761,763,767,768,769,770,770,773,774,775,777,777,777,777,779,780,781,781,781,784,785,789,790,790,792,794,794,794,794,795,796,797,798,799,799,805,811,813,814,814,816,822,822,822,822,822,826,827,827,829,829,830,830,831,835,841,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 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-Hebei,China,37.8957,114.9042,0,0,0,0,0,0,0,0,0,0,0,3,3,4,6,13,22,30,34,41,48,54,68,87,101,105,122,136,152,169,184,203,219,234,248,261,274,277,282,294,296,300,301,304,305,307,307,307,307,307,308,310,310,310,310,310,310,310,310,310,310,310,310,310,310,310,310,310,310,310,310,310,310,310,310,310,312,312,313,313,313,313,313,314,314,315,316,316,316,317,317,317,317,318,318,318,318,318,318,318,318,318,318,320,320,320,320,320,321,321,321,321,321,321,321,321,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,322,323,323,323,324,326,331,333,334,334,334,334,336,337,337,337,337,339,339,339,339,339,339,340,340,340,340,341,341,341,342,342,342,342,342,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,343,346,346,347,347,354,354,354,355,355,355,355,355,355,356,356,356,356,356,356,356,356,357,357,357,357,357,357,358,358,358,358,358,358,358,358,358,358,358,358,358,358,358,358,358,358,358,358,358,358,358,358,358,359,359,359,359,359,359,359,359,359,359,359,360,360,360,360,360,361,361,361,361,361,361,362,362,362,363,363,363,363,363,363,365,366,366,366,366,366,366,366,366,366,366,366,366,366,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,367,379,379,379,379,379,383,384,395,395,422,439,481,514,584,641,676,683,868,932,976,1015,1067,1117,1117,1117,1117,1119,1119,1127,1134,1150,1156,1157,1157,1157,1161,1161,1162,1164,1165,1172,1176,1247,1264,1272,1281,1296,1301,1305,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,1310,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 -Heilongjiang,China,47.862,127.7615,0,0,0,0,0,0,0,0,0,0,2,2,2,4,7,8,12,13,14,30,28,31,33,47,68,79,85,111,120,136,175,204,222,227,243,249,270,283,301,342,356,366,373,379,396,403,412,430,434,436,441,446,447,453,455,456,459,460,463,463,466,465,468,468,469,469,469,469,469,469,469,469,469,469,469,469,469,470,470,470,470,470,470,470,470,471,471,472,472,472,475,479,485,508,511,556,586,587,587,587,605,604,657,719,758,793,815,815,891,904,924,929,930,930,931,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,932,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,934,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,936,937,937,937,939,939,939,941,942,942,942,945,946,948,949,949,949,949,949,949,949,950,950,951,952,952,953,953,954,955,955,957,964,964,965,972,990,1012,1016,1043,1050,1051,1083,1126,1152,1180,1209,1246,1280,1323,1353,1382,1413,1471,1504,1521,1547,1555,1567,1576,1581,1584,1587,1590,1593,1593,1595,1595,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1597,1598,1598,1598,1598,1598,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,1599,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 -Henan,China,33.882,113.614,0,0,0,0,0,0,0,1,2,3,3,10,16,27,47,56,86,116,153,191,218,246,296,357,391,440,509,522,573,637,736,830,868,943,1002,1033,1068,1112,1170,1198,1205,1231,1234,1239,1244,1244,1247,1247,1247,1249,1249,1249,1250,1250,1250,1250,1250,1250,1250,1250,1250,1250,1250,1250,1250,1250,1251,1251,1251,1251,1251,1251,1251,1251,1251,1252,1252,1252,1252,1252,1252,1253,1253,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1254,1255,1255,1255,1255,1255,1255,1255,1255,1256,1256,1256,1256,1256,1256,1256,1256,1257,1257,1257,1257,1257,1257,1257,1257,1258,1258,1258,1258,1258,1258,1258,1258,1258,1258,1258,1258,1258,1259,1259,1259,1259,1259,1259,1260,1261,1261,1261,1261,1261,1261,1261,1261,1261,1261,1261,1261,1262,1263,1263,1265,1265,1266,1266,1266,1266,1266,1266,1266,1266,1266,1266,1266,1267,1267,1268,1269,1269,1270,1270,1270,1270,1270,1270,1270,1270,1270,1270,1270,1270,1270,1270,1270,1271,1271,1273,1273,1273,1273,1273,1273,1273,1273,1273,1273,1273,1275,1276,1276,1276,1277,1277,1277,1277,1278,1278,1278,1278,1278,1280,1280,1280,1280,1280,1280,1280,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1281,1282,1282,1282,1282,1282,1282,1282,1282,1282,1282,1283,1283,1283,1283,1283,1283,1283,1283,1283,1283,1284,1284,1284,1284,1284,1284,1284,1284,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1285,1286,1287,1287,1287,1287,1288,1288,1288,1289,1289,1289,1289,1289,1289,1289,1289,1289,1289,1289,1289,1290,1290,1289,1289,1289,1289,1289,1290,1290,1290,1290,1290,1290,1290,1290,1290,1290,1290,1290,1290,1290,1291,1291,1290,1290,1290,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1291,1292,1292,1293,1293,1294,1294,1294,1294,1295,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 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-Liaoning,China,41.2956,122.6085,0,0,0,0,0,0,0,1,1,1,1,1,1,2,4,5,7,8,12,13,19,20,22,29,31,40,43,53,55,59,61,66,73,80,83,88,93,93,96,103,103,106,106,106,106,107,109,109,111,111,112,112,113,114,115,120,122,122,122,122,124,124,124,124,124,124,124,124,124,124,124,124,124,125,126,128,130,131,132,132,133,136,136,138,138,140,140,142,142,143,143,143,143,143,143,143,143,143,143,143,144,144,144,144,144,144,144,144,144,144,144,144,144,144,144,144,144,144,144,144,144,144,144,145,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,148,148,148,149,150,150,150,150,150,150,150,150,150,150,150,150,151,152,153,154,156,157,158,158,159,159,160,160,160,160,160,160,160,160,160,160,161,165,168,174,181,186,191,202,207,220,226,227,227,232,242,245,245,248,250,253,254,254,256,258,259,259,259,259,259,259,259,259,259,260,260,260,260,260,261,261,261,262,262,262,262,262,262,262,262,262,263,263,263,263,263,263,263,263,264,266,266,266,266,268,268,269,269,269,269,269,269,270,270,270,270,270,271,271,271,271,272,272,273,273,276,276,276,278,278,278,278,278,279,279,279,279,280,280,280,280,280,280,280,280,280,281,281,281,281,283,283,285,285,286,286,286,286,286,286,286,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,287,290,292,294,300,304,306,312,314,322,336,343,349,358,359,360,365,366,369,369,374,376,379,379,380,381,382,382,384,384,385,385,386,388,390,391,393,394,395,397,397,399,399,399,401,401,401,401,401,401,401,401,402,402,402,402,402,402,402,402,402,402,402,402,402,404,404,404,404,404,404,404,404,404,404,404,404,404,404,404,404,404,404,405,405,405,405,405,405,405,405,405,405,405,405,405,405,405,405,405,405,405,405,405,405,405,405,405,405,405,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,406,408,408,409,411,411,412,414,414,414,416,416,418,419,418,420,421,421,421,421,421,421,421,421,421,421,421,421,421,421,421,421,421,422,423,424,424,424,424,424,424,424,424,424,424,424,424,424,424,424,424,424,425,425,425,425,425,425,425,425,425,425,425,425,426,426,426,426,426,426,426,426,426,428,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 -Macau,China,22.1667,113.55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,2,3,3,3,5,5,5,5,6,6,6,6,6,7,7,8,8,8,8,8,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,13,13,13,16,16,16,17,20,22,24,26,27,27,28,31,32,33,34,35,35,37,39,39,39,40,40,40,40,41,42,42,43,43,43,44,44,44,44,44,44,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,46,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,47,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,48,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,49,50,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,52,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,53,54,54,54,54,54,54,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 -Ningxia,China,37.2692,106.1655,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,5,15,13,13,22,24,24,24,33,33,35,42,42,44,48,48,56,58,61,65,68,68,69,69,69,69,69,69,71,71,71,71,71,72,72,72,73,73,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,76,76,76,76,76,76,76,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 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-Saint Pierre and 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Kingdom,18.4207,-64.64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,10,10,10,10,10,10,10,10,37,37,37,37,37,40,48,48,48,48,48,48,62,62,62,62,62,66,66,66,66,66,66,66,69,69,69,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,71,71,71,71,71,71,71,71,71,72,72,72,72,72,72,72,73,73,74,74,74,74,74,74,74,74,74,74,74,74,74,74,74,74,74,84,84,84,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,95,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,131,159,159,159,159,159,159,159,159,159,159,182,182,182,182,182,183,183,183,183,183,183,183,189,189,191,191,191,191,191,191,191,191,191,191,193,193,193,193,193,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,209,293,293,293,293,293,293,293,293,299,300,300,300,300,300,300,312,312,312,312,312,312,312,312,385,420,420,420,420,588,588,588,1255,1255,1255,1255,1255,1914,1914,1914,1914,1914,1914,1914,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 -Cayman Islands,United 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zlxOsFO3vr{I{ILsa&?n`(-)xatM)O2P3or7?AuF`mSfR07*qoM6N<$f@zHAwg3PC From a6d3e019ab17b7fba1dc74cd3a8e18853b593ad2 Mon Sep 17 00:00:00 2001 From: Esther Chizoba <111289202+Est1y@users.noreply.github.com> Date: Wed, 26 Jul 2023 22:30:05 +0100 Subject: [PATCH 19/35] Delete covid_external.csv --- covid_external.csv | 38 -------------------------------------- 1 file changed, 38 deletions(-) delete mode 100644 covid_external.csv diff --git a/covid_external.csv b/covid_external.csv deleted file mode 100644 index a8dbb41f..00000000 --- a/covid_external.csv +++ /dev/null @@ -1,38 +0,0 @@ -states,region,Population,Overall CCVI Index,Age,Epidemiological,Fragility,Health System,Population Density,Socio-Economic, Transport Availability,Acute IHR -FCT,North Central,4865000,0.3,0,0.9,0.4,0.6,0.9,0.6,0.2,0.79 -Plateau,North Central,4766000,0.4,0.5,0.4,0.8,0.3,0.3,0.5,0.3,0.93 -Kwara,North Central,3524000,0.3,0.4,0.3,0.2,0.4,0.2,0.6,0.7,0.93 -Nassarawa,North Central,2783000,0.1,0.3,0.5,0.9,0,0.1,0.6,0.5,0.85 -Niger,North Central,6260000,0.6,0,0.6,0.3,0.7,0.1,0.8,0.8,0.84 -Benue,North Central,6376000,0.5,0.7,0.5,0.7,0.4,0.4,0.3,0.5,0.91 -Kogi,North Central,4970000,0.1,0.3,0.2,0.5,0.5,0.4,0.3,0.6,0.87 -Bauchi,North East,7270000,0.8,0.1,0.2,0.8,0.8,0.2,0.8,0.8,0.85 -Gombe,North East,3692000,1,0.4,0.4,0.9,0.9,0.3,0.8,0.7,0.83 -Borno,North East,6651000,0.9,0.3,0.1,1,1,0.1,0.7,0.9,0.89 -Adamawa,North East,4672000,0.8,0.5,0.6,0.9,0.7,0.3,0.7,0.6,0.94 -Yobe,North East,3723000,1,0.6,0.3,1,0.5,0,0.9,1,0.87 -Taraba,North East,3387000,0.8,0.6,0.8,0.9,0.5,0,0.7,0.9,0.86 -Kano,North West,14726000,0.6,0.2,0.1,0.3,0.4,0.8,0.8,0.5,0.87 -Kaduna,North West,9227000,0.7,0.1,0.9,0.8,0.9,0.4,0.6,0.4,0.86 -Katsina,North West,8713000,0.7,0.1,0.1,0.3,0.2,0.6,0.9,0.8,0.85 -Jigawa,North West,6435000,0.9,0.4,0,0.7,0.6,0.5,0.9,0.8,0.92 -Sokoto,North West,5612000,0.9,0.3,0.2,0.4,0.7,0.3,1,1,0.89 -Kebbi,North West,4968000,0.8,0.2,0.3,0.4,0.9,0.1,0.9,0.9,0.85 -Zamfara,North West,4974000,0.9,0.2,0.1,0.7,0.8,0.2,1,0.9,0.87 -Imo,South East,6018000,0.4,1,0.9,0,0.4,0.9,0.4,0,1.12 -Abia,South East,4190000,0.2,0.9,0.6,0.1,0.3,0.9,0.2,0,1.14 -Enugu,South East,4801000,0.2,0.9,0.4,0,0.3,0.7,0.4,0.1,1.14 -Akwa Ibom,South East,6093000,0.7,0.8,0.7,0.6,0.8,0.8,0.5,0.1,1.01 -Anambra,South East,6050000,0.6,0.9,1,0.6,0.2,1,0,0.1,1.08 -Edo,South South,4705000,0.1,0.9,0.8,0.1,0.1,0.5,0.4,0.3,1.09 -Rivers,South South,7763000,0.4,0.5,0.9,0.6,0.6,0.9,0.1,0.1,1 -Delta,South South,6303000,0.4,0.6,0.7,0.2,1,0.6,0.5,0.4,1.08 -Ebonyi,South South,3192000,0.6,1,0,0.6,0.1,0.7,0.3,0.6,1 -Bayelsa,South South,2606000,0.5,0.8,0.6,0.1,0.9,0.5,0.2,0.7,1 -Cross river,South South,4272000,0.5,0.4,0.7,0.8,0.1,0.4,0.4,0.6,0.98 -Lagos,South West,13992000,0,0.1,1,0.3,0.1,1,0.1,0.4,0.93 -Oyo,South West,8737000,0.2,0.7,0.8,0.2,0.8,0.6,0.2,0.3,1.06 -Ogun,South West,5878000,0.3,0.6,0.7,0.5,0.6,0.6,0,0.2,1.07 -Ondo,South West,5185000,0.1,0.8,0.5,0.1,0.3,0.6,0.3,0.3,1.04 -Osun,South West,5252000,0,0.7,0.4,0.4,0,0.8,0.1,0.2,1.06 -Ekiti,South West,3593000,0.3,0.8,0.3,0.5,0.2,0.8,0.1,0.4,1.03 \ No newline at end of file From e8b309182ae53c493d8334ca8cf27dbd978f9810 Mon Sep 17 00:00:00 2001 From: Esther Chizoba <111289202+Est1y@users.noreply.github.com> Date: Wed, 26 Jul 2023 22:30:57 +0100 Subject: [PATCH 20/35] Delete Budget data.csv --- Budget data.csv | 38 -------------------------------------- 1 file changed, 38 deletions(-) delete mode 100644 Budget data.csv diff --git a/Budget data.csv b/Budget data.csv deleted file mode 100644 index b19641bf..00000000 --- a/Budget data.csv +++ /dev/null @@ -1,38 +0,0 @@ -states,Initial_budget (Bn),Revised_budget (Bn) -Abia,136.6,102.7 -Adamawa,183.3,139.31 -Akwa-Ibom,597.73,366 -Anambra,137.1,112.8 -Bauchi,167.2,128 -Bayelsa,242.18,183.15 -Benue,189,119 -Borno,146.8,108.8 -Cross River,1100,147.1 -Delta,395.5,282.3 -Ebonyi,178.4,131.8 -Edo,179.2,128.8 -Ekiti,124.5,91.1 -Enugu,169.56,146.4 -Gombe,130.83,107.4 -Imo,197.6,108.3 -Jigawa,152.92,124 -Kaduna,259.25,223.6 -Kano,200,138 -Katsina,244,213 -Kebbi,138,99.6 -Kogi,176,102 -Kwara,160,120 -Lagos,1680,920.5 -Nasarawa,108.4,62.96 -Niger,155,98 -Ogun,449.9,280 -Ondo,187.8,151.4 -Osun,119.6,82.2 -Oyo,213,174 -Plateau,177.3,122 -Rivers,530.8,300.4 -Sokoto,202.4,153 -Taraba,215,150.5 -Yobe,108,86 -Zamfara,188.5,127.3 -FCT,278.78,199 \ No newline at end of file From e6a4bcdfcc875fba5817fe6dc9c4a8488674d8a1 Mon Sep 17 00:00:00 2001 From: Esther Chizoba <111289202+Est1y@users.noreply.github.com> Date: Wed, 26 Jul 2023 22:32:26 +0100 Subject: [PATCH 21/35] Delete covidnig.csv --- covidnig.csv | 38 -------------------------------------- 1 file changed, 38 deletions(-) delete mode 100644 covidnig.csv diff --git a/covidnig.csv b/covidnig.csv deleted file mode 100644 index 892fd23f..00000000 --- a/covidnig.csv +++ /dev/null @@ -1,38 +0,0 @@ -States Affected,No. of Cases (Lab Confirmed),No. of Cases (on admission),No. Discharged,No. of Deaths -Lagos,"26,708","2,435","24,037",236 -FCT,"9,627","2,840","6,694",93 -Kaduna,"4,504",579,"3,877",48 -Plateau,"4,262",280,"3,948",34 -Oyo,"3,788",368,"3,374",46 -Rivers,"3,279",232 ,"2,987",60 -Edo,"2,768",52,"2,603",113 -Ogun,"2,382",174,"2,175",33 -Kano,"2,032",198,"1,778",56 -Delta,"1,843",57,"1,737",49 -Ondo,"1,793",62,"1,690",41 -Katsina,"1,405",214,"1,167",24 -Enugu,"1,376",34,"1,321",21 -Kwara,"1,296",171,"1,094",31 -Gombe,"1,164",183,950,31 -Ebonyi,"1,091",24,"1,037",30 -Abia,980,25,945,10 -Osun,979 ,20,937,22 -Bauchi,897,108,775,14 -Borno,778,37,705,36 -Imo,734,61,661,12 -Nasarawa,600,262,325,13 -Benue,515,44,460,11 -Bayelsa,497,55,421,21 -Ekiti,405,24,375,6 -Akwa Ibom,395,44,342,9 -Jigawa,386,57,318,11 -Niger,381,69,300,12 -Adamawa,355,96,238,21 -Anambra,299,6,274,19 -Sokoto,228,40,171,17 -Taraba,203,19,177,7 -Yobe,164,33,123,8 -Kebbi,143,5,130,8 -Cross River,93,1,81,11 -Zamfara ,79,1,73,5 -Kogi,5,0,3,2 From f8bfbdaa5c2772318b2473997534c75903a19f29 Mon Sep 17 00:00:00 2001 From: Esther Chizoba <111289202+Est1y@users.noreply.github.com> Date: Wed, 26 Jul 2023 22:33:13 +0100 Subject: [PATCH 22/35] Delete RealGDP.csv --- RealGDP.csv | 8 -------- 1 file changed, 8 deletions(-) delete mode 100644 RealGDP.csv diff --git a/RealGDP.csv b/RealGDP.csv deleted file mode 100644 index b7406ee6..00000000 --- a/RealGDP.csv +++ /dev/null @@ -1,8 +0,0 @@ -Year,Q1,Q2,Q3,Q4 -2014,15438679.5,16084622.31,17479127.58,18150356.45 -2015,16050601.38,16463341.91,17976234.59,18533752.07 -2016,15943714.54,16218542.41,17555441.69,18213537.29 -2017,15797965.83,16334719.27,17760228.17,18598067.07 -2018,16096654.19,16580508.07,18081342.1,19041437.59 -2019,16434552.65,16931434.89,18494114.17,19530000 -2020,16740000,15890000,17820000,0 \ No newline at end of file From 60011a39fb28a860bc99a2f94310821c5473afa9 Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Tue, 1 Aug 2023 17:40:56 +0100 Subject: [PATCH 23/35] Reviewer correction --- My_Capstone Project-Copy1.ipynb | 3906 +++++++++++++++++++++++-------- Scanned Documents.pdf | Bin 0 -> 1165116 bytes 2 files changed, 2872 insertions(+), 1034 deletions(-) create mode 100644 Scanned Documents.pdf diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index 4b4e0595..365fdb95 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 151, "id": "77550c18", "metadata": {}, "outputs": [], @@ -16,6 +16,7 @@ "import seaborn as sns\n", "sns.set_style(\"darkgrid\")\n", "import matplotlib.pyplot as plt\n", + "import matplotlib.dates as mdates\n", "%matplotlib inline\n", "plt.style.use('fivethirtyeight') \n", "import warnings\n", @@ -32,7 +33,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 152, "id": "1bebe64b", "metadata": {}, "outputs": [], @@ -42,7 +43,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 153, "id": "567d3be3", "metadata": {}, "outputs": [], @@ -52,17 +53,17 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 154, "id": "b3ae0fc8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('comfirmed_cases.csv', )" + "('comfirmed_cases.csv', )" ] }, - "execution_count": 4, + "execution_count": 154, "metadata": {}, "output_type": "execute_result" } @@ -73,7 +74,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 155, "id": "4306954f", "metadata": {}, "outputs": [], @@ -83,7 +84,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 156, "id": "ae56e727", "metadata": {}, "outputs": [ @@ -444,7 +445,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 6, + "execution_count": 156, "metadata": {}, "output_type": "execute_result" } @@ -455,7 +456,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 157, "id": "0cd70b2e", "metadata": {}, "outputs": [], @@ -465,7 +466,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 158, "id": "c0c16e8b", "metadata": {}, "outputs": [ @@ -826,7 +827,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 8, + "execution_count": 158, "metadata": {}, "output_type": "execute_result" } @@ -837,7 +838,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 159, "id": "86b8f22a", "metadata": {}, "outputs": [ @@ -859,7 +860,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 160, "id": "c9d254f2", "metadata": {}, "outputs": [], @@ -869,7 +870,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 161, "id": "4c0176f8", "metadata": {}, "outputs": [], @@ -880,7 +881,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 162, "id": "7f1aa9b8", "metadata": {}, "outputs": [ @@ -1241,7 +1242,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 12, + "execution_count": 162, "metadata": {}, "output_type": "execute_result" } @@ -1260,7 +1261,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 163, "id": "c1c6366a", "metadata": {}, "outputs": [], @@ -1270,7 +1271,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 164, "id": "f1377bd1", "metadata": {}, "outputs": [], @@ -1280,17 +1281,17 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 165, "id": "24f5c66d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('recovered_cases.csv', )" + "('recovered_cases.csv', )" ] }, - "execution_count": 15, + "execution_count": 165, "metadata": {}, "output_type": "execute_result" } @@ -1301,7 +1302,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 166, "id": "718e188b", "metadata": {}, "outputs": [], @@ -1311,7 +1312,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 167, "id": "621b2f14", "metadata": {}, "outputs": [ @@ -1672,7 +1673,7 @@ "[274 rows x 1147 columns]" ] }, - "execution_count": 17, + "execution_count": 167, "metadata": {}, "output_type": "execute_result" } @@ -1683,7 +1684,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 168, "id": "74018908", "metadata": {}, "outputs": [], @@ -1693,7 +1694,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 169, "id": "a5e0afc0", "metadata": { "collapsed": true @@ -2056,7 +2057,7 @@ "[274 rows x 573 columns]" ] }, - "execution_count": 19, + "execution_count": 169, "metadata": {}, "output_type": "execute_result" } @@ -2067,7 +2068,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 170, "id": "6a762d4b", "metadata": {}, "outputs": [], @@ -2077,7 +2078,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 171, "id": "ffc64d1e", "metadata": { "collapsed": true @@ -2440,7 +2441,7 @@ "[274 rows x 570 columns]" ] }, - "execution_count": 21, + "execution_count": 171, "metadata": {}, "output_type": "execute_result" } @@ -2451,7 +2452,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 172, "id": "69f8d0af", "metadata": { "collapsed": true @@ -2475,7 +2476,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 173, "id": "30577ae7", "metadata": {}, "outputs": [], @@ -2493,7 +2494,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 174, "id": "e1a4b8c3", "metadata": {}, "outputs": [], @@ -2503,7 +2504,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 175, "id": "90f83a9b", "metadata": {}, "outputs": [], @@ -2513,17 +2514,17 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 176, "id": "aea29dc2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('death_cases.csv', )" + "('death_cases.csv', )" ] }, - "execution_count": 26, + "execution_count": 176, "metadata": {}, "output_type": "execute_result" } @@ -2534,7 +2535,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 177, "id": "a947667d", "metadata": {}, "outputs": [], @@ -2544,7 +2545,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 178, "id": "b98b10cd", "metadata": { "collapsed": true @@ -2907,7 +2908,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 28, + "execution_count": 178, "metadata": {}, "output_type": "execute_result" } @@ -2918,7 +2919,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 179, "id": "5248a090", "metadata": {}, "outputs": [], @@ -2929,7 +2930,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 180, "id": "934622ec", "metadata": {}, "outputs": [], @@ -2939,7 +2940,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 181, "id": "6858138e", "metadata": {}, "outputs": [], @@ -2949,7 +2950,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 182, "id": "4597fb06", "metadata": {}, "outputs": [ @@ -3310,7 +3311,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 32, + "execution_count": 182, "metadata": {}, "output_type": "execute_result" } @@ -3321,7 +3322,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 183, "id": "888a316c", "metadata": {}, "outputs": [ @@ -3351,7 +3352,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 184, "id": "293a532c", "metadata": {}, "outputs": [], @@ -3361,7 +3362,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 185, "id": "657dd133", "metadata": {}, "outputs": [], @@ -3371,17 +3372,17 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 186, "id": "a07f53fe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('external_cases.csv', )" + "('external_cases.csv', )" ] }, - "execution_count": 36, + "execution_count": 186, "metadata": {}, "output_type": "execute_result" } @@ -3392,7 +3393,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 187, "id": "133e0130", "metadata": {}, "outputs": [], @@ -3402,7 +3403,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 188, "id": "a250108b", "metadata": { "collapsed": true @@ -4122,7 +4123,7 @@ "36 0.1 0.4 1.03 " ] }, - "execution_count": 38, + "execution_count": 188, "metadata": {}, "output_type": "execute_result" } @@ -4133,7 +4134,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 189, "id": "dd20a8a7", "metadata": {}, "outputs": [ @@ -4169,7 +4170,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 190, "id": "8f9e37e7", "metadata": {}, "outputs": [], @@ -4180,7 +4181,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 191, "id": "9a82cbc1", "metadata": {}, "outputs": [], @@ -4190,7 +4191,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 192, "id": "e75e62f8", "metadata": {}, "outputs": [], @@ -4200,7 +4201,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 193, "id": "f9658ab0", "metadata": { "scrolled": true @@ -4212,7 +4213,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 194, "id": "0ddafc10", "metadata": {}, "outputs": [ @@ -4256,7 +4257,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 195, "id": "51cc4bf8", "metadata": {}, "outputs": [], @@ -4266,7 +4267,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 196, "id": "2ffeec79", "metadata": {}, "outputs": [], @@ -4276,17 +4277,17 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 197, "id": "7962b3d1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('covid_cases.csv', )" + "('covid_cases.csv', )" ] }, - "execution_count": 47, + "execution_count": 197, "metadata": {}, "output_type": "execute_result" } @@ -4297,7 +4298,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 198, "id": "9f2326ca", "metadata": {}, "outputs": [], @@ -4307,7 +4308,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 199, "id": "fc0e883b", "metadata": {}, "outputs": [ @@ -4720,7 +4721,7 @@ "36 3 2 " ] }, - "execution_count": 49, + "execution_count": 199, "metadata": {}, "output_type": "execute_result" } @@ -4731,7 +4732,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 200, "id": "c5ab5fe2", "metadata": {}, "outputs": [], @@ -4742,7 +4743,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 201, "id": "17d12c49", "metadata": {}, "outputs": [], @@ -4753,7 +4754,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 202, "id": "aa5c0ca8", "metadata": {}, "outputs": [], @@ -4764,7 +4765,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 203, "id": "06507d68", "metadata": {}, "outputs": [], @@ -4775,7 +4776,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 204, "id": "a89881e3", "metadata": { "collapsed": true @@ -4806,7 +4807,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 205, "id": "a97037a8", "metadata": { "collapsed": true @@ -5221,7 +5222,7 @@ "36 3 2 " ] }, - "execution_count": 55, + "execution_count": 205, "metadata": {}, "output_type": "execute_result" } @@ -5240,7 +5241,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 206, "id": "0768ff6d", "metadata": {}, "outputs": [], @@ -5250,7 +5251,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 207, "id": "47156bd4", "metadata": {}, "outputs": [], @@ -5260,17 +5261,17 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 208, "id": "703ee4f6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('budget_cases.csv', )" + "('budget_cases.csv', )" ] }, - "execution_count": 58, + "execution_count": 208, "metadata": {}, "output_type": "execute_result" } @@ -5281,7 +5282,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 209, "id": "7f82b3f9", "metadata": {}, "outputs": [], @@ -5291,7 +5292,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 210, "id": "e2a627e4", "metadata": { "collapsed": true @@ -5591,7 +5592,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 60, + "execution_count": 210, "metadata": {}, "output_type": "execute_result" } @@ -5602,7 +5603,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 211, "id": "e8f55fa5", "metadata": {}, "outputs": [], @@ -5612,7 +5613,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 212, "id": "5bc901fc", "metadata": { "collapsed": true @@ -5649,7 +5650,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 213, "id": "0f9b342a", "metadata": {}, "outputs": [], @@ -5659,7 +5660,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 214, "id": "2f496008", "metadata": {}, "outputs": [], @@ -5669,17 +5670,17 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 215, "id": "51d63fbe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('Realgdp_cases.csv', )" + "('Realgdp_cases.csv', )" ] }, - "execution_count": 65, + "execution_count": 215, "metadata": {}, "output_type": "execute_result" } @@ -5690,7 +5691,7 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 216, "id": "bb208222", "metadata": {}, "outputs": [], @@ -5700,7 +5701,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 217, "id": "18261d23", "metadata": { "collapsed": true @@ -5806,7 +5807,7 @@ "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 67, + "execution_count": 217, "metadata": {}, "output_type": "execute_result" } @@ -5817,7 +5818,7 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 218, "id": "8d5916d8", "metadata": { "collapsed": true @@ -5856,7 +5857,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 219, "id": "f13a9f82", "metadata": { "collapsed": true @@ -6057,7 +6058,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 69, + "execution_count": 219, "metadata": {}, "output_type": "execute_result" } @@ -6068,7 +6069,7 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 220, "id": "70e0a8a4", "metadata": { "collapsed": true @@ -6360,7 +6361,7 @@ "[8 rows x 1143 columns]" ] }, - "execution_count": 70, + "execution_count": 220, "metadata": {}, "output_type": "execute_result" } @@ -6371,7 +6372,7 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 221, "id": "2ad90233", "metadata": { "collapsed": true @@ -6388,7 +6389,7 @@ " dtype='object', length=1144)" ] }, - "execution_count": 71, + "execution_count": 221, "metadata": {}, "output_type": "execute_result" } @@ -6399,7 +6400,7 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 222, "id": "186101a6", "metadata": { "collapsed": true @@ -6600,7 +6601,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 72, + "execution_count": 222, "metadata": {}, "output_type": "execute_result" } @@ -6619,7 +6620,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 223, "id": "9ee720c0", "metadata": { "scrolled": true @@ -6633,17 +6634,17 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 224, "id": "47d49996", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 74, + "execution_count": 224, "metadata": {}, "output_type": "execute_result" } @@ -6654,7 +6655,7 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 225, "id": "37d665df", "metadata": { "collapsed": true @@ -7058,7 +7059,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 75, + "execution_count": 225, "metadata": {}, "output_type": "execute_result" } @@ -7078,7 +7079,7 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 226, "id": "db598dc5", "metadata": {}, "outputs": [ @@ -7169,7 +7170,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 76, + "execution_count": 226, "metadata": {}, "output_type": "execute_result" } @@ -7181,7 +7182,7 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 227, "id": "f7bbb8f4", "metadata": {}, "outputs": [], @@ -7191,7 +7192,7 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 228, "id": "350ea681", "metadata": {}, "outputs": [ @@ -7282,7 +7283,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 78, + "execution_count": 228, "metadata": {}, "output_type": "execute_result" } @@ -7293,7 +7294,7 @@ }, { "cell_type": "code", - "execution_count": 79, + "execution_count": 229, "id": "b37857cb", "metadata": {}, "outputs": [], @@ -7304,7 +7305,7 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": 230, "id": "fac040df", "metadata": {}, "outputs": [ @@ -7395,7 +7396,7 @@ "[1 rows x 1107 columns]" ] }, - "execution_count": 80, + "execution_count": 230, "metadata": {}, "output_type": "execute_result" } @@ -7406,7 +7407,7 @@ }, { "cell_type": "code", - "execution_count": 81, + "execution_count": 231, "id": "3e739025", "metadata": {}, "outputs": [ @@ -7421,7 +7422,7 @@ " dtype='object', length=1107)" ] }, - "execution_count": 81, + "execution_count": 231, "metadata": {}, "output_type": "execute_result" } @@ -7432,7 +7433,7 @@ }, { "cell_type": "code", - "execution_count": 82, + "execution_count": 232, "id": "7375c99f", "metadata": {}, "outputs": [], @@ -7442,7 +7443,7 @@ }, { "cell_type": "code", - "execution_count": 83, + "execution_count": 233, "id": "def4d314", "metadata": {}, "outputs": [], @@ -7452,7 +7453,7 @@ }, { "cell_type": "code", - "execution_count": 84, + "execution_count": 234, "id": "b94641ee", "metadata": {}, "outputs": [], @@ -7462,7 +7463,7 @@ }, { "cell_type": "code", - "execution_count": 85, + "execution_count": 235, "id": "92ad84d6", "metadata": {}, "outputs": [ @@ -7562,7 +7563,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 85, + "execution_count": 235, "metadata": {}, "output_type": "execute_result" } @@ -7573,7 +7574,7 @@ }, { "cell_type": "code", - "execution_count": 86, + "execution_count": 236, "id": "8e3fcb3f", "metadata": {}, "outputs": [], @@ -7583,7 +7584,7 @@ }, { "cell_type": "code", - "execution_count": 87, + "execution_count": 237, "id": "cfba2ea7", "metadata": {}, "outputs": [ @@ -7683,39 +7684,18 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 87, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_NGConfirmdCase_transposed" - ] - }, - { - "cell_type": "code", - "execution_count": 88, - "id": "c850e2d2", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Index([206], dtype='int64')" - ] - }, - "execution_count": 88, + "execution_count": 237, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df_NGConfirmdCase_transposed.columns" + "NGConfirmdCase_transposed" ] }, { "cell_type": "code", - "execution_count": 89, + "execution_count": 238, "id": "2adcd95c", "metadata": {}, "outputs": [], @@ -7724,17 +7704,19 @@ ] }, { - "cell_type": "markdown", - "id": "e837ee25", + "cell_type": "code", + "execution_count": 239, + "id": "7d57661c", "metadata": {}, + "outputs": [], "source": [ - "# Daily NAtional Covid19 confirmed cases" + "NGConfirmdCase_transposed.reset_index(drop=False, inplace=True)" ] }, { "cell_type": "code", - "execution_count": 90, - "id": "aed25ee9", + "execution_count": 240, + "id": "981d753f", "metadata": {}, "outputs": [ { @@ -7758,82 +7740,89 @@ " \n", " \n", " \n", - " Cases\n", - " \n", - " \n", " Date\n", - " \n", + " Cases\n", " \n", " \n", " \n", " \n", - " 2/28/20\n", + " 0\n", + " 2/28/20\n", " 1\n", " \n", " \n", - " 2/29/20\n", + " 1\n", + " 2/29/20\n", " 1\n", " \n", " \n", - " 3/1/20\n", + " 2\n", + " 3/1/20\n", " 1\n", " \n", " \n", - " 3/2/20\n", + " 3\n", + " 3/2/20\n", " 1\n", " \n", " \n", - " 3/3/20\n", + " 4\n", + " 3/3/20\n", " 1\n", " \n", " \n", " ...\n", " ...\n", + " ...\n", " \n", " \n", - " 3/5/23\n", + " 1101\n", + " 3/5/23\n", " 266598\n", " \n", " \n", - " 3/6/23\n", + " 1102\n", + " 3/6/23\n", " 266598\n", " \n", " \n", - " 3/7/23\n", + " 1103\n", + " 3/7/23\n", " 266598\n", " \n", " \n", - " 3/8/23\n", + " 1104\n", + " 3/8/23\n", " 266598\n", " \n", " \n", - " 3/9/23\n", + " 1105\n", + " 3/9/23\n", " 266598\n", " \n", " \n", "\n", - "

1106 rows × 1 columns

\n", + "

1106 rows × 2 columns

\n", "" ], "text/plain": [ - " Cases\n", - "Date \n", - "2/28/20 1\n", - "2/29/20 1\n", - "3/1/20 1\n", - "3/2/20 1\n", - "3/3/20 1\n", - "... ...\n", - "3/5/23 266598\n", - "3/6/23 266598\n", - "3/7/23 266598\n", - "3/8/23 266598\n", - "3/9/23 266598\n", + " Date Cases\n", + "0 2/28/20 1\n", + "1 2/29/20 1\n", + "2 3/1/20 1\n", + "3 3/2/20 1\n", + "4 3/3/20 1\n", + "... ... ...\n", + "1101 3/5/23 266598\n", + "1102 3/6/23 266598\n", + "1103 3/7/23 266598\n", + "1104 3/8/23 266598\n", + "1105 3/9/23 266598\n", "\n", - "[1106 rows x 1 columns]" + "[1106 rows x 2 columns]" ] }, - "execution_count": 90, + "execution_count": 240, "metadata": {}, "output_type": "execute_result" } @@ -7842,6 +7831,60 @@ "NGConfirmdCase_transposed" ] }, + { + "cell_type": "code", + "execution_count": 241, + "id": "a7f4f4af", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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qqqs0bdo0ORwO7du3T2+88UaJTC+//LI8Ho+ioqI0ZcoUDRw4UAkJCWrcuLFGjBihp556qsL34EibNm3SJ598IqnweWfPP/+8unbtqri4OJ1yyil65JFHAss5zp07N/B1ffXVV0pPT5ck/e9//9Nll12m5s2bB4677rrr9NBDD0kqXCryt99+C1xz69at2r59uyTp//7v/3TeeeepUaNGio+PV5cuXTR+/Hg1a9ZMkkoVuJMmTVJGRoaio6P1xhtvaNiwYWrSpIni4uLUtWtXPf/887rkkkskFS5lWZRRkr7//ntJ0hlnnKH77rtP7dq1U1xcnJo2baphw4bp/vvvlyTt3LkzsNQkAAAATiyUSAAAAEAVy83NDbyOi4s75vPNnz8/UPKMHTs26KyXpKQkjRkzRlLhzJuimUXSX8VQRkZGiXKl+PklqXPnzhWaffPNN9/IMAyFhYUFXf7KbrfrrrvuqsBXdvR69+4th8MhqXA2iNPpLDXmzz//1Jdffhn4vKhQK09Vf9/8fn+gFDr77LM1YMCAoONGjRoVKK0+/vjjoGMiIyM1bNiwUtvDwsICz885cqmyqtCqVSu1adOm3HHXXHON7HZ7iW2dO3cOlFiNGjUqscxikU6dOgVeFy+RPv30U/l8PjkcDt1+++1Br9miRQtdeeWVkqQvvvgi8H3Ozc3VokWLJBXOnjmy9JKkPn36lHgG1NH4+uuv5ff75XA4As8RO9I///lPNW/eXD179gwsXdegQQNdddVVuvLKK9WtW7egxxWfuXjo0KHAa4/HE3hdVHQWZ7fb9fjjj2vKlCl65JFHAttzcnICpdKwYcPUvHnzoNe98847ZbFY5Ha7SyxdV3Td7OzsoP8dDRgwQM8//7w++OCDQMELAACAEwslEgAAAFDFii/pVPzN38r6/fffJUkNGzZUcnJymePOPffcwFJoy5cvD2zv2rWrGjduLOmvwqhIVlaWfv31V0kVm4VUPE+XLl0UGRkZdEzHjh0r/CyooxEfH68RI0ZIKpwRdeONN+qnn35SZmam9u/fr08++US33nqrIiMjAwVGsOXhgqnq79vmzZsDy+qdd955Ia9bVLBs2bJFmZmZpca0bdu2VElTpOg++3y+KsldXLt27So0rmPHjqW2WSwWxcTEhDxP8b8/xbMX/f1t1aqVpMJZYsH+dOjQQVLhbLOiZ06tWLEiMOMuVFF0zjnnVOhrO1LRDKEuXbqU+Qyr5s2b6+OPP9aLL74Y+G+2T58+euCBBzR27Nigx2RmZmrFihWBz4vPGmzVqlVgub7HHntMzz77rH799Ve5XK7AmOTkZHXr1k1JSUmBbatWrQrc17Zt25Z5H202m1q3bi2p5HKcRWXXpk2bNHLkSH300Ufas2dPYH9YWJj69u2rU045pcy/nwAAAKjbeCYSAAAAUMXi4+MDr4MVAkcrLS1N0l9vqJfFbreradOm2r59u/bt2xfYbjKZNGjQIE2bNk0LFizQ2LFjA2/4fv/99/J4PLLb7WXOlDlS0YyRouWzytKyZcvALIyqNGrUKKWlpemzzz7Tpk2bdN9995XYn5SUpGeffVajRo2S9NdzlMoTGxsrs9ksv99fJd+34jNryvveFd+flpZWaiZU8b9TR7LZbIHXfr//KFOGVtEZWcWfR1Rc0fO1ylq6sKxn6BQtCblhwwb169evQhn27dun9u3bl7jvof6OVnbJwqL/Hsua1VMer9erP/74Qxs2bNCuXbu0Z8+eUsv5SYXPQSricDj00EMP6f/+7//kdrv18ccf6+OPP5bD4VDXrl3Vq1cv9evXL1AWFym+tGbRUnnlKf6/HUOHDtWCBQu0evVqbdy4Uc8995wkqWnTpvrb3/6m3r17629/+1uFi1oAAADUPcxEAgAAAKpY8Teni7+JWxHBnllU9EyfYMvYHanoeTcFBQUlthfNMsrNzdUvv/wS2D5v3jxJhcvElTWr4kg5OTklrlWWsmYpHSuTyaSHH35YL7zwgnr16qWYmBg5HA61bNlSI0eO1AcffKBGjRoF3oSvV69ehc5rs9kCS58Vn21REYZhlCpwij+LqbzvXfF7WbR0YXE19SZ9RWeXVOTv5tGo6HOsgh1T9PdTCv13tDLP5JIKZ++Vd+6yfP/997rssst022236aWXXtJnn32m3377Tfv371fTpk11+eWXl3ls//79NX36dF1wwQWB++1yubRkyRJNmDBBl19+ue6///4SzzQ6lvsoFX6NU6ZM0T333FNiWcPdu3frk08+0T333KOLL764xPKRAAAAOLHw60IAAABAFSv+vJOlS5fqsssuq/Cx999/vw4cOKDTTz9dY8aMkdVqDbxhfGQxFExRAXHkm/pNmzZVly5dtHLlSn399dfq16+f9u/frz/++ENSxZeyk6SYmBhlZGSUm6eql1Y7Uu/evdW7d++g+5YsWRJ4fTQzRrp3765du3YpLS1N27dvr/BslXXr1umuu+5St27ddNVVV6lHjx4lvgfl3avixVFVFzJ1UVhYmPLy8jRgwAA9+eSTR3Vs0RJ6UuF9L+t+ut3uSmULDw9Xbm5u0OdxhbJgwQI9/PDDMgxDsbGxOvfcc9W+fXu1bNlSrVu3VlxcnPLz8/XZZ5+VeY62bdvqiSeekNvt1h9//KGlS5fqt99+04YNG2QYhhYuXKh9+/Zp+vTpMpvNJYqulJSUSs2+slqtuuaaa3TNNddo7969WrJkiX7//XctWbJE2dnZysjI0H//+19FRETo3HPPPerzAwAAoHZjJhIAAABQxRo0aKDOnTtLkn755ZcKL42Wnp6upUuXatOmTVqxYkVg9kmjRo0kSdu2bQt5vMvlCsygadiwYan9RUXRokWL5HK59O2338owDMXHx+uss86qUMbiebZv3x5y3NHO5jka2dnZQWdtFSkqkaKjo4/qjfOiZxNJ0ty5cyt83Lx585Sdna0ff/wx8Jyaovsklf+9K74/2PfuZFN0D1JTU0OOK77kW5Hi9z3U39HK/v0sylbeLMO33npLH3zwgdatWydJeuWVV2QYhho1aqSUlBQ98sgjuuKKK9S9e/fAsoEV/d8Ku92uHj166Pbbb9c777yj2bNnq2fPnpIKn1+0bNmyElmlyt3LIzVu3FiXX365nnzySc2fP1/jxo0LzFb78MMPK5QdAAAAdQslEgAAAHAcXHvttZIKl4aaNGlShY6ZMmVKYHbE0KFDA9u7du0qqfBZJUVvSAfz448/BoqVohKruPPPP18Oh0MFBQVaunSpvvnmG0nSgAEDjmq5tF69ekmSVq1apUOHDgUds3v3bu3atavC56yonTt3qnfv3jr//PNLLMtXnMvl0vz58yUVzlayWCwVPn+PHj10yimnSCp8U7wiyxHu3LlTs2bNkiQ1adIkcH9OOeWUwBKB33//fZnHG4ahBQsWSJJatGhR5vOFTibdu3eXJK1fv77Us4KKmzJlis477zz9/e9/D3yvunfvHpiB8+OPP5Z5bFl/f8pT9N/WypUrgy49KEmHDh3S5MmTNWHCBC1fvlyZmZmB/x769+9f5jOuli5dGnhdvNSZNWuW/vGPf+jSSy8N+tyrBg0a6Pbbbw98XvTcpi5dugSeO/XDDz+U+TVlZ2drwIABuvTSS/XKK69IKpwdN2bMGF188cX6+OOPSx1jsVg0cODAQHlVdE0AAACcWCiRAAAAgOPg3HPP1ZlnnilJ+vzzzzVhwoSgb/4Wefvtt/X5559Lktq3b6/BgwcH9g0ePFgOh0OS9MwzzwRdGi0jIyPw5m9CQoL69u1bakx0dHRg+bdPP/00UEgdzVJ2knTRRRfJarXK4/Fo/PjxpWYw+P1+TZgwoUIzG45W06ZNA8uVffLJJ0HHTJo0SQcOHJDZbA6UeRVlMpl0//33y2w2y+Vy6bbbbtPmzZvLHL93717de++9gdlHd955Z6CQM5vNuvTSSyUVzv4qKu2ONH369MBMpKLxJ7ui++Dz+fT000/L6/WWGrNt2zbNnDlTubm58ng8gedZhYWFacCAAZIK/55v2rSp1LGrV6/W119/XalsQ4YMkVS4VN7kyZODjpk6daoMw5DFYlH//v1LFJllzUrbs2ePXnvttcDnxZeDjIiI0KZNm5Samlpm7o0bNwZeN2vWTJKUmJgY+N+CL774QsuXLw967CuvvKLs7GylpqaqXbt2gWvu27dPaWlp+vTTT4Mu3+d2uwNfT9E1AQAAcGKhRAIAAACOA5PJpMcff1wtWrSQJH3wwQe65ppr9NFHH2nTpk3KzMxUamqqvvnmG91000169dVXJUn169fX//73vxJvOsfFxemOO+6QVDgz44YbbtAPP/ygjIwMpaen66uvvtLIkSO1b98+mUwm/fvf/y7xLJTiigqjn3/+WZLUqlUrJScnH9XX1qxZM11//fWSpK+//loPPPCA1q1bp6ysLK1evVr33nuvFi5ceFQzgCrKbDbr73//u6TCmSSPPfZY4H6uXr1aDz30kGbMmCGpcDbYqaeeetTX6N69u+6++25JhbO/RowYof/+979asmSJUlNTlZmZqXXr1um1117T3//+d+3cuVOSNHLkyFLPhBk5cqQaN24sSXr00Uf10ksvacuWLcrOztaGDRv05JNPBmaqdenSRVdffXWl7suJpl27dho2bJikwgLu5ptv1i+//KJDhw5pz549mjVrlm677Tbl5eXJZDLp3nvvlclkChx/xx13KDY2NlAEfvrpp0pPT1daWpo++ugj3XnnnZXOlpycrEsuuUSSNGPGDD322GNav369MjMztWHDBj3++OOBgnPYsGFq1KiRoqOj1bFjx8DXM378eG3dulWZmZnasmWL3nzzTf3zn/9URkZG4DrFZzmde+65gZLmySef1NSpU7V582ZlZmZqx44dev/99zV+/HhJhSV08ZmId911l6KiouT1enXXXXdp2rRp2rFjR+C/mUceeSQwk65r164llnT85z//KUnavHmzbr/9di1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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Convert the \"Date\" column to datetime format\n", + "NGConfirmdCase_transposed['Date'] = pd.to_datetime(NGConfirmdCase_transposed['Date'])\n", + "\n", + "# Set the size of the plot\n", + "plt.figure(figsize=(18, 6))\n", + "\n", + "# Create the line plot\n", + "sns.lineplot(x=\"Date\", y=\"Cases\", data=NGConfirmdCase_transposed)\n", + "\n", + "# Set labels and title\n", + "plt.xlabel(\"Date\")\n", + "plt.ylabel(\"Cases\")\n", + "plt.title(\"Covid19 Confirmed cases\")\n", + "\n", + "# Rotate the x-axis labels by 90 degrees for better visibility\n", + "plt.xticks(rotation=90)\n", + "\n", + "# Set the desired starting point for the date locator (e.g., '2023-03-01')\n", + "start_date = '2023-03-01'\n", + "\n", + "# Convert the start_date to a matplotlib date format\n", + "start_date = mdates.datestr2num(start_date)\n", + "\n", + "# Calculate the number of days since the start_date for all data points\n", + "days_since_start = NGConfirmdCase_transposed['Date'].apply(lambda date: mdates.date2num(date) - start_date)\n", + "\n", + "# Create the major tick positions based on the number of days\n", + "major_tick_positions = days_since_start.tolist()\n", + "\n", + "# Set the major tick positions and format the major ticks with the desired date format\n", + "date_formatter = mdates.DateFormatter('%Y-%m-%d') # Format as desired, e.g., '%Y-%m-%d'\n", + "plt.gca().xaxis.set_major_locator(mdates.DayLocator(interval=28)) # Display major ticks every 7 days\n", + "plt.gca().xaxis.set_major_formatter(date_formatter)" + ] + }, { "cell_type": "markdown", "id": "3fbbc842", @@ -7850,9 +7893,15 @@ "# Recovered Cases" ] }, + { + "cell_type": "markdown", + "id": "12105d8b", + "metadata": {}, + "source": [] + }, { "cell_type": "code", - "execution_count": 91, + "execution_count": 242, "id": "8dab7d42", "metadata": {}, "outputs": [], @@ -7872,7 +7921,7 @@ }, { "cell_type": "code", - "execution_count": 92, + "execution_count": 243, "id": "30848de2", "metadata": { "collapsed": true @@ -8276,7 +8325,7 @@ "[201 rows x 569 columns]" ] }, - "execution_count": 92, + "execution_count": 243, "metadata": {}, "output_type": "execute_result" } @@ -8288,7 +8337,7 @@ }, { "cell_type": "code", - "execution_count": 93, + "execution_count": 244, "id": "3df06d1c", "metadata": { "collapsed": true @@ -8381,7 +8430,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 93, + "execution_count": 244, "metadata": {}, "output_type": "execute_result" } @@ -8393,7 +8442,7 @@ }, { "cell_type": "code", - "execution_count": 94, + "execution_count": 245, "id": "e7798490", "metadata": {}, "outputs": [], @@ -8411,7 +8460,7 @@ }, { "cell_type": "code", - "execution_count": 95, + "execution_count": 246, "id": "a226f850", "metadata": {}, "outputs": [ @@ -8502,7 +8551,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 95, + "execution_count": 246, "metadata": {}, "output_type": "execute_result" } @@ -8513,7 +8562,7 @@ }, { "cell_type": "code", - "execution_count": 96, + "execution_count": 247, "id": "a3863d3a", "metadata": {}, "outputs": [], @@ -8524,7 +8573,7 @@ }, { "cell_type": "code", - "execution_count": 97, + "execution_count": 248, "id": "2facb1d9", "metadata": { "scrolled": true @@ -8617,7 +8666,7 @@ "[1 rows x 506 columns]" ] }, - "execution_count": 97, + "execution_count": 248, "metadata": {}, "output_type": "execute_result" } @@ -8628,7 +8677,7 @@ }, { "cell_type": "code", - "execution_count": 98, + "execution_count": 249, "id": "b08410cf", "metadata": {}, "outputs": [], @@ -8638,45 +8687,47 @@ }, { "cell_type": "code", - "execution_count": 99, - "id": "1cfc17c5", + "execution_count": 250, + "id": "8e9dea2d", "metadata": {}, "outputs": [], "source": [ - "dfRecoveredCase.index.name = 'Date'" + "dfRecoveredCase_transposed.index.name = 'Date'" ] }, { "cell_type": "code", - "execution_count": 100, - "id": "80a0b668", + "execution_count": 251, + "id": "1cfc17c5", "metadata": {}, "outputs": [], "source": [ - "dfRecoveredCase_transposed = dfRecoveredCase_transposed.drop(index=dfRecoveredCase_transposed.index[0])" + "#dfRecoveredCase.index.name = 'Date'" ] }, { "cell_type": "code", - "execution_count": 101, - "id": "01b5bc02", + "execution_count": 252, + "id": "80a0b668", "metadata": {}, "outputs": [], "source": [ - "dfRecoveredCase_transposed.columns = ['Cases']" + "dfRecoveredCase_transposed = dfRecoveredCase_transposed.drop(index=dfRecoveredCase_transposed.index[0])" ] }, { - "cell_type": "markdown", - "id": "63ea1b67", + "cell_type": "code", + "execution_count": 253, + "id": "01b5bc02", "metadata": {}, + "outputs": [], "source": [ - "# Daily NAtional Recovered Covid19 cases" + "dfRecoveredCase_transposed.columns = ['Cases']" ] }, { "cell_type": "code", - "execution_count": 102, + "execution_count": 254, "id": "86d8ab9c", "metadata": { "collapsed": true @@ -8705,6 +8756,10 @@ " \n", " Cases\n", " \n", + " \n", + " Date\n", + " \n", + " \n", " \n", " \n", " \n", @@ -8758,6 +8813,7 @@ ], "text/plain": [ " Cases\n", + "Date \n", "3/18/20 1\n", "3/19/20 1\n", "3/20/20 1\n", @@ -8773,7 +8829,7 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 102, + "execution_count": 254, "metadata": {}, "output_type": "execute_result" } @@ -8783,40 +8839,41 @@ ] }, { - "cell_type": "markdown", - "id": "a47f2420", + "cell_type": "code", + "execution_count": 255, + "id": "b0e5290f", "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Cases'], dtype='object')" + ] + }, + "execution_count": 255, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "# Deaths Cases" + "dfRecoveredCase_transposed.columns" ] }, { "cell_type": "code", - "execution_count": 103, - "id": "816beb3e", + "execution_count": 256, + "id": "0cf9f5b7", "metadata": {}, "outputs": [], "source": [ - "# applying groupby() function to\n", - "# group the data on 'Country/Region value.\n", - "DeathCase = df_CoviddeathG.groupby('Country/Region')" - ] - }, - { - "cell_type": "markdown", - "id": "c4ded2a4", - "metadata": {}, - "source": [ - "# World Covid19 Death cases" + "dfRecoveredCase_transposed.reset_index(drop=False, inplace=True)" ] }, { "cell_type": "code", - "execution_count": 104, - "id": "ef1de005", - "metadata": { - "collapsed": true - }, + "execution_count": 257, + "id": "bf9d3f4a", + "metadata": {}, "outputs": [ { "data": { @@ -8839,62 +8896,264 @@ " \n", " \n", " \n", - " 1/22/20\n", - " 1/23/20\n", - " 1/24/20\n", - " 1/25/20\n", - " 1/26/20\n", - " 1/27/20\n", - " 1/28/20\n", - " 1/29/20\n", - " 1/30/20\n", - " 1/31/20\n", - " ...\n", - " 2/28/23\n", - " 3/1/23\n", - " 3/2/23\n", - " 3/3/23\n", - " 3/4/23\n", - " 3/5/23\n", - " 3/6/23\n", - " 3/7/23\n", - " 3/8/23\n", - " 3/9/23\n", - " \n", - " \n", - " Country/Region\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " Date\n", + " Cases\n", " \n", " \n", " \n", " \n", - " Afghanistan\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", + " 0\n", + " 3/18/20\n", + " 1\n", + " \n", + " \n", + " 1\n", + " 3/19/20\n", + " 1\n", + " \n", + " \n", + " 2\n", + " 3/20/20\n", + " 1\n", + " \n", + " \n", + " 3\n", + " 3/21/20\n", + " 1\n", + " \n", + " \n", + " 4\n", + " 3/22/20\n", + " 2\n", + " \n", + " \n", + " ...\n", + " ...\n", + " ...\n", + " \n", + " \n", + " 500\n", + " 7/31/21\n", + " 164994\n", + " \n", + " \n", + " 501\n", + " 8/1/21\n", + " 165005\n", + " \n", + " \n", + " 502\n", + " 8/2/21\n", + " 165037\n", + " \n", + " \n", + " 503\n", + " 8/3/21\n", + " 165122\n", + " \n", + " \n", + " 504\n", + " 8/4/21\n", + " 165208\n", + " \n", + " \n", + "\n", + "

505 rows × 2 columns

\n", + "" + ], + "text/plain": [ + " Date Cases\n", + "0 3/18/20 1\n", + "1 3/19/20 1\n", + "2 3/20/20 1\n", + "3 3/21/20 1\n", + "4 3/22/20 2\n", + ".. ... ...\n", + "500 7/31/21 164994\n", + "501 8/1/21 165005\n", + "502 8/2/21 165037\n", + "503 8/3/21 165122\n", + "504 8/4/21 165208\n", + "\n", + "[505 rows x 2 columns]" + ] + }, + "execution_count": 257, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfRecoveredCase_transposed" + ] + }, + { + "cell_type": "code", + "execution_count": 258, + "id": "2c15be01", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Convert the \"Date\" column to datetime format\n", + "dfRecoveredCase_transposed['Date'] = pd.to_datetime(dfRecoveredCase_transposed['Date'])\n", + "\n", + "# Set the size of the plot\n", + "plt.figure(figsize=(15, 6))\n", + "\n", + "# Create the line plot\n", + "sns.lineplot(x=\"Date\", y=\"Cases\", data=dfRecoveredCase_transposed)\n", + "\n", + "# Set labels and title\n", + "plt.xlabel(\"Date\")\n", + "plt.ylabel(\"Cases\")\n", + "plt.title(\"Recovered Covid19 cases\")\n", + "\n", + "# Rotate the x-axis labels by 90 degrees for better visibility\n", + "plt.xticks(rotation=90)\n", + "\n", + "# Set the desired starting point for the date locator (e.g., '2023-03-01')\n", + "start_date = '2023-03-01'\n", + "\n", + "# Convert the start_date to a matplotlib date format\n", + "start_date = mdates.datestr2num(start_date)\n", + "\n", + "# Calculate the number of days since the start_date for all data points\n", + "days_since_start = dfRecoveredCase_transposed['Date'].apply(lambda date: mdates.date2num(date) - start_date)\n", + "\n", + "# Create the major tick positions based on the number of days\n", + "major_tick_positions = days_since_start.tolist()\n", + "\n", + "# Set the major tick positions and format the major ticks with the desired date format\n", + "date_formatter = mdates.DateFormatter('%Y-%m-%d') # Format as desired, e.g., '%Y-%m-%d'\n", + "plt.gca().xaxis.set_major_locator(mdates.DayLocator(interval=28)) # Display major ticks every 7 days\n", + "plt.gca().xaxis.set_major_formatter(date_formatter)" + ] + }, + { + "cell_type": "markdown", + "id": "a47f2420", + "metadata": {}, + "source": [ + "# Deaths Cases" + ] + }, + { + "cell_type": "code", + "execution_count": 259, + "id": "816beb3e", + "metadata": {}, + "outputs": [], + "source": [ + "# applying groupby() function to\n", + "# group the data on 'Country/Region value.\n", + "DeathCase = df_CoviddeathG.groupby('Country/Region')" + ] + }, + { + "cell_type": "markdown", + "id": "c4ded2a4", + "metadata": {}, + "source": [ + "# World Covid19 Death cases" + ] + }, + { + "cell_type": "code", + "execution_count": 260, + "id": "ef1de005", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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"output_type": "execute_result" } @@ -9333,7 +9592,7 @@ }, { "cell_type": "code", - "execution_count": 106, + "execution_count": 262, "id": "68f17d5f", "metadata": {}, "outputs": [], @@ -9351,7 +9610,7 @@ }, { "cell_type": "code", - "execution_count": 107, + "execution_count": 263, "id": "34e74f65", "metadata": {}, "outputs": [ @@ -9442,7 +9701,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 107, + "execution_count": 263, "metadata": {}, "output_type": "execute_result" } @@ -9453,7 +9712,7 @@ }, { "cell_type": "code", - "execution_count": 108, + "execution_count": 264, "id": "775f9b87", "metadata": {}, "outputs": [], @@ -9464,7 +9723,7 @@ }, { "cell_type": "code", - "execution_count": 109, + "execution_count": 265, "id": "5a6cdcf7", "metadata": {}, "outputs": [ @@ -9555,7 +9814,7 @@ "[1 rows x 1083 columns]" ] }, - "execution_count": 109, + "execution_count": 265, "metadata": {}, "output_type": "execute_result" } @@ -9566,7 +9825,7 @@ }, { "cell_type": "code", - "execution_count": 110, + "execution_count": 266, "id": "e6a6c58a", "metadata": {}, "outputs": [], @@ -9576,7 +9835,7 @@ }, { "cell_type": "code", - "execution_count": 111, + "execution_count": 267, "id": "5d222135", "metadata": {}, "outputs": [], @@ -9586,7 +9845,7 @@ }, { "cell_type": "code", - "execution_count": 112, + "execution_count": 268, "id": "a36a1a44", "metadata": {}, "outputs": [], @@ -9596,7 +9855,7 @@ }, { "cell_type": "code", - "execution_count": 113, + "execution_count": 269, "id": "d07b9e03", "metadata": {}, "outputs": [], @@ -9604,17 +9863,9 @@ "dfDeathCase_transposed.columns = ['Cases']" ] }, - { - "cell_type": "markdown", - "id": "b0c5d852", - "metadata": {}, - "source": [ - "# Daily National Covid19 cases" - ] - }, { "cell_type": "code", - "execution_count": 114, + "execution_count": 270, "id": "f8601c2b", "metadata": {}, "outputs": [ @@ -9714,7 +9965,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 114, + "execution_count": 270, "metadata": {}, "output_type": "execute_result" } @@ -9723,6 +9974,70 @@ "dfDeathCase_transposed" ] }, + { + "cell_type": "code", + "execution_count": 271, + "id": "ef4c1750", + "metadata": {}, + "outputs": [], + "source": [ + "dfDeathCase_transposed.reset_index(drop=False, inplace=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 272, + "id": "3769c228", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Convert the \"Date\" column to datetime format\n", + "dfDeathCase_transposed['Date'] = pd.to_datetime(dfDeathCase_transposed['Date'])\n", + "\n", + "# Set the size of the plot\n", + "plt.figure(figsize=(18, 6))\n", + "\n", + "# Create the line plot\n", + "sns.lineplot(x=\"Date\", y=\"Cases\", data=dfDeathCase_transposed)\n", + "\n", + "# Set labels and title\n", + "plt.xlabel(\"Date\")\n", + "plt.ylabel(\"Cases\")\n", + "plt.title(\"Covid19 Death cases\")\n", + "\n", + "# Rotate the x-axis labels by 90 degrees for better visibility\n", + "plt.xticks(rotation=90)\n", + "\n", + "# Set the desired starting point for the date locator (e.g., '2023-03-01')\n", + "start_date = '2023-03-01'\n", + "\n", + "# Convert the start_date to a matplotlib date format\n", + "start_date = mdates.datestr2num(start_date)\n", + "\n", + "# Calculate the number of days since the start_date for all data points\n", + "days_since_start = dfRecoveredCase_transposed['Date'].apply(lambda date: mdates.date2num(date) - start_date)\n", + "\n", + "# Create the major tick positions based on the number of days\n", + "major_tick_positions = days_since_start.tolist()\n", + "\n", + "# Set the major tick positions and format the major ticks with the desired date format\n", + "date_formatter = mdates.DateFormatter('%Y-%m-%d') # Format as desired, e.g., '%Y-%m-%d'\n", + "plt.gca().xaxis.set_major_locator(mdates.DayLocator(interval=28)) # Display major ticks every 7 days\n", + "plt.gca().xaxis.set_major_formatter(date_formatter)" + ] + }, { "cell_type": "markdown", "id": "6df197cf", @@ -9733,7 +10048,7 @@ }, { "cell_type": "code", - "execution_count": 115, + "execution_count": 273, "id": "e674c155", "metadata": {}, "outputs": [], @@ -9745,7 +10060,7 @@ }, { "cell_type": "code", - "execution_count": 116, + "execution_count": 274, "id": "d38220b0", "metadata": { "collapsed": true @@ -10444,7 +10759,7 @@ "Zamfara 1.0 0.9 0 " ] }, - "execution_count": 116, + "execution_count": 274, "metadata": {}, "output_type": "execute_result" } @@ -10464,7 +10779,7 @@ }, { "cell_type": "code", - "execution_count": 117, + "execution_count": 275, "id": "830cf810", "metadata": {}, "outputs": [], @@ -10476,7 +10791,7 @@ }, { "cell_type": "code", - "execution_count": 118, + "execution_count": 276, "id": "1f69cbf5", "metadata": { "collapsed": true @@ -10744,7 +11059,7 @@ "Zamfara 188.50 127.30" ] }, - "execution_count": 118, + "execution_count": 276, "metadata": {}, "output_type": "execute_result" } @@ -10794,7 +11109,7 @@ }, { "cell_type": "code", - "execution_count": 119, + "execution_count": 277, "id": "37096212", "metadata": {}, "outputs": [], @@ -10806,7 +11121,7 @@ }, { "cell_type": "code", - "execution_count": 120, + "execution_count": 278, "id": "333c80a8", "metadata": { "collapsed": true @@ -11192,7 +11507,7 @@ "Zamfara 73 5 " ] }, - "execution_count": 120, + "execution_count": 278, "metadata": {}, "output_type": "execute_result" } @@ -11211,7 +11526,7 @@ }, { "cell_type": "code", - "execution_count": 121, + "execution_count": 279, "id": "596a27c1", "metadata": {}, "outputs": [], @@ -11221,7 +11536,7 @@ }, { "cell_type": "code", - "execution_count": 122, + "execution_count": 280, "id": "9def4c72", "metadata": { "collapsed": true @@ -11366,7 +11681,7 @@ "9 1737 49 " ] }, - "execution_count": 122, + "execution_count": 280, "metadata": {}, "output_type": "execute_result" } @@ -11377,7 +11692,7 @@ }, { "cell_type": "code", - "execution_count": 123, + "execution_count": 281, "id": "59a379c8", "metadata": {}, "outputs": [ @@ -11520,7 +11835,7 @@ "9 1737 49 " ] }, - "execution_count": 123, + "execution_count": 281, "metadata": {}, "output_type": "execute_result" } @@ -11531,7 +11846,7 @@ }, { "cell_type": "code", - "execution_count": 124, + "execution_count": 282, "id": "a9ab1ee4", "metadata": {}, "outputs": [ @@ -11543,7 +11858,7 @@ " dtype='object')" ] }, - "execution_count": 124, + "execution_count": 282, "metadata": {}, "output_type": "execute_result" } @@ -11554,7 +11869,7 @@ }, { "cell_type": "code", - "execution_count": 125, + "execution_count": 283, "id": "54b5bbfa", "metadata": { "collapsed": true @@ -11563,10 +11878,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 125, + "execution_count": 283, "metadata": {}, "output_type": "execute_result" }, @@ -11595,7 +11910,7 @@ }, { "cell_type": "code", - "execution_count": 126, + "execution_count": 284, "id": "797cb4e0", "metadata": { "collapsed": true @@ -11607,7 +11922,7 @@ }, { "cell_type": "code", - "execution_count": 127, + "execution_count": 285, "id": "7af5b22a", "metadata": { "collapsed": true @@ -11752,7 +12067,7 @@ "9 1737 49 " ] }, - "execution_count": 127, + "execution_count": 285, "metadata": {}, "output_type": "execute_result" } @@ -11763,7 +12078,7 @@ }, { "cell_type": "code", - "execution_count": 128, + "execution_count": 286, "id": "377f6362", "metadata": { "collapsed": true @@ -11772,10 +12087,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 128, + "execution_count": 286, "metadata": {}, "output_type": "execute_result" }, @@ -11804,7 +12119,7 @@ }, { "cell_type": "code", - "execution_count": 129, + "execution_count": 287, "id": "c8f4d5d3", "metadata": {}, "outputs": [], @@ -11814,7 +12129,7 @@ }, { "cell_type": "code", - "execution_count": 130, + "execution_count": 288, "id": "9ca2ece4", "metadata": {}, "outputs": [ @@ -11957,7 +12272,7 @@ "19 705 36 " ] }, - "execution_count": 130, + "execution_count": 288, "metadata": {}, "output_type": "execute_result" } @@ -11968,17 +12283,17 @@ }, { "cell_type": "code", - "execution_count": 131, + "execution_count": 289, "id": "c74b7dfd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 131, + "execution_count": 289, "metadata": {}, "output_type": "execute_result" }, @@ -12007,7 +12322,7 @@ }, { "cell_type": "code", - "execution_count": 132, + "execution_count": 290, "id": "0e701f72", "metadata": { "collapsed": true @@ -12034,82 +12349,89 @@ "
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1/22/201/23/201/24/201/25/201/26/201/27/201/28/201/29/201/30/201/31/20...2/28/233/1/233/2/233/3/233/4/233/5/233/6/233/7/233/8/233/9/23
Country/Region
Afghanistan000000000
Cases
DateCases
2/28/2002020-02-281
2/29/2012020-02-291
3/1/2022020-03-011
3/2/2032020-03-021
3/3/2042020-03-031
.........
3/5/2311012023-03-05266598
3/6/2311022023-03-06266598
3/7/2311032023-03-07266598
3/8/2311042023-03-08266598
3/9/2311052023-03-09266598
\n", - "

1106 rows × 1 columns

\n", + "

1106 rows × 2 columns

\n", "
" ], "text/plain": [ - " Cases\n", - "Date \n", - "2/28/20 1\n", - "2/29/20 1\n", - "3/1/20 1\n", - "3/2/20 1\n", - "3/3/20 1\n", - "... ...\n", - "3/5/23 266598\n", - "3/6/23 266598\n", - "3/7/23 266598\n", - "3/8/23 266598\n", - "3/9/23 266598\n", + " Date Cases\n", + "0 2020-02-28 1\n", + "1 2020-02-29 1\n", + "2 2020-03-01 1\n", + "3 2020-03-02 1\n", + "4 2020-03-03 1\n", + "... ... ...\n", + "1101 2023-03-05 266598\n", + "1102 2023-03-06 266598\n", + "1103 2023-03-07 266598\n", + "1104 2023-03-08 266598\n", + "1105 2023-03-09 266598\n", "\n", - "[1106 rows x 1 columns]" + "[1106 rows x 2 columns]" ] }, - "execution_count": 132, + "execution_count": 290, "metadata": {}, "output_type": "execute_result" } @@ -12120,7 +12442,7 @@ }, { "cell_type": "code", - "execution_count": 133, + "execution_count": 291, "id": "453c1ed1", "metadata": { "collapsed": true @@ -12147,77 +12469,89 @@ " \n", " \n", " \n", + " Date\n", " Cases\n", " \n", " \n", " \n", " \n", - " 3/18/20\n", + " 0\n", + " 2020-03-18\n", " 1\n", " \n", " \n", - " 3/19/20\n", + " 1\n", + " 2020-03-19\n", " 1\n", " \n", " \n", - " 3/20/20\n", + " 2\n", + " 2020-03-20\n", " 1\n", " \n", " \n", - " 3/21/20\n", + " 3\n", + " 2020-03-21\n", " 1\n", " \n", " \n", - " 3/22/20\n", + " 4\n", + " 2020-03-22\n", " 2\n", " \n", " \n", " ...\n", " ...\n", + " ...\n", " \n", " \n", - " 7/31/21\n", + " 500\n", + " 2021-07-31\n", " 164994\n", " \n", " \n", - " 8/1/21\n", + " 501\n", + " 2021-08-01\n", " 165005\n", " \n", " \n", - " 8/2/21\n", + " 502\n", + " 2021-08-02\n", " 165037\n", " \n", " \n", - " 8/3/21\n", + " 503\n", + " 2021-08-03\n", " 165122\n", " \n", " \n", - " 8/4/21\n", + " 504\n", + " 2021-08-04\n", " 165208\n", " \n", " \n", "\n", - "

505 rows × 1 columns

\n", + "

505 rows × 2 columns

\n", "" ], "text/plain": [ - " Cases\n", - "3/18/20 1\n", - "3/19/20 1\n", - "3/20/20 1\n", - "3/21/20 1\n", - "3/22/20 2\n", - "... ...\n", - "7/31/21 164994\n", - "8/1/21 165005\n", - "8/2/21 165037\n", - "8/3/21 165122\n", - "8/4/21 165208\n", - "\n", - "[505 rows x 1 columns]" + " Date Cases\n", + "0 2020-03-18 1\n", + "1 2020-03-19 1\n", + "2 2020-03-20 1\n", + "3 2020-03-21 1\n", + "4 2020-03-22 2\n", + ".. ... ...\n", + "500 2021-07-31 164994\n", + "501 2021-08-01 165005\n", + "502 2021-08-02 165037\n", + "503 2021-08-03 165122\n", + "504 2021-08-04 165208\n", + "\n", + "[505 rows x 2 columns]" ] }, - "execution_count": 133, + "execution_count": 291, "metadata": {}, "output_type": "execute_result" } @@ -12228,7 +12562,7 @@ }, { "cell_type": "code", - "execution_count": 134, + "execution_count": 292, "id": "c7de19c0", "metadata": { "collapsed": true @@ -12255,82 +12589,89 @@ " \n", " \n", " \n", - " Cases\n", - " \n", - " \n", " Date\n", - " \n", + " Cases\n", " \n", " \n", " \n", " \n", - " 3/23/20\n", + " 0\n", + " 2020-03-23\n", " 1\n", " \n", " \n", - " 3/24/20\n", + " 1\n", + " 2020-03-24\n", " 1\n", " \n", " \n", - " 3/25/20\n", + " 2\n", + " 2020-03-25\n", " 1\n", " \n", " \n", - " 3/26/20\n", + " 3\n", + " 2020-03-26\n", " 1\n", " \n", " \n", - " 3/27/20\n", + " 4\n", + " 2020-03-27\n", " 1\n", " \n", " \n", " ...\n", " ...\n", + " ...\n", " \n", " \n", - " 3/5/23\n", + " 1077\n", + " 2023-03-05\n", " 3155\n", " \n", " \n", - " 3/6/23\n", + " 1078\n", + " 2023-03-06\n", " 3155\n", " \n", " \n", - " 3/7/23\n", + " 1079\n", + " 2023-03-07\n", " 3155\n", " \n", " \n", - " 3/8/23\n", + " 1080\n", + " 2023-03-08\n", " 3155\n", " \n", " \n", - " 3/9/23\n", + " 1081\n", + " 2023-03-09\n", " 3155\n", " \n", " \n", "\n", - "

1082 rows × 1 columns

\n", + "

1082 rows × 2 columns

\n", "" ], "text/plain": [ - " Cases\n", - "Date \n", - "3/23/20 1\n", - "3/24/20 1\n", - "3/25/20 1\n", - "3/26/20 1\n", - "3/27/20 1\n", - "... ...\n", - "3/5/23 3155\n", - "3/6/23 3155\n", - "3/7/23 3155\n", - "3/8/23 3155\n", - "3/9/23 3155\n", - "\n", - "[1082 rows x 1 columns]" + " Date Cases\n", + "0 2020-03-23 1\n", + "1 2020-03-24 1\n", + "2 2020-03-25 1\n", + "3 2020-03-26 1\n", + "4 2020-03-27 1\n", + "... ... ...\n", + "1077 2023-03-05 3155\n", + "1078 2023-03-06 3155\n", + "1079 2023-03-07 3155\n", + "1080 2023-03-08 3155\n", + "1081 2023-03-09 3155\n", + "\n", + "[1082 rows x 2 columns]" ] }, - "execution_count": 134, + "execution_count": 292, "metadata": {}, "output_type": "execute_result" } @@ -12349,7 +12690,7 @@ }, { "cell_type": "code", - "execution_count": 135, + "execution_count": 293, "id": "86afe7b1", "metadata": {}, "outputs": [], @@ -12360,7 +12701,7 @@ }, { "cell_type": "code", - "execution_count": 136, + "execution_count": 294, "id": "ec2a0940", "metadata": { "collapsed": true @@ -12387,101 +12728,137 @@ " \n", " \n", " \n", + " Date\n", " Cases\n", + " Date\n", " Cases\n", + " Date\n", " Cases\n", " \n", " \n", " \n", " \n", - " 2/28/20\n", + " 0\n", + " 2020-02-28\n", + " 1\n", + " 2020-03-18\n", + " 1\n", + " 2020-03-23\n", " 1\n", - " NaN\n", - " NaN\n", " \n", " \n", - " 2/29/20\n", + " 1\n", + " 2020-02-29\n", + " 1\n", + " 2020-03-19\n", + " 1\n", + " 2020-03-24\n", " 1\n", - " NaN\n", - " NaN\n", " \n", " \n", - " 3/1/20\n", + " 2\n", + " 2020-03-01\n", + " 1\n", + " 2020-03-20\n", + " 1\n", + " 2020-03-25\n", " 1\n", - " NaN\n", - " NaN\n", " \n", " \n", - " 3/2/20\n", + " 3\n", + " 2020-03-02\n", + " 1\n", + " 2020-03-21\n", + " 1\n", + " 2020-03-26\n", " 1\n", - " NaN\n", - " NaN\n", " \n", " \n", - " 3/3/20\n", + " 4\n", + " 2020-03-03\n", + " 1\n", + " 2020-03-22\n", + " 2\n", + " 2020-03-27\n", " 1\n", - " NaN\n", - " NaN\n", " \n", " \n", " ...\n", " ...\n", " ...\n", " ...\n", + " ...\n", + " ...\n", + " ...\n", " \n", " \n", - " 3/5/23\n", + " 1101\n", + " 2023-03-05\n", " 266598\n", + " NaT\n", + " NaN\n", + " NaT\n", " NaN\n", - " 3155\n", " \n", " \n", - " 3/6/23\n", + " 1102\n", + " 2023-03-06\n", " 266598\n", + " NaT\n", + " NaN\n", + " NaT\n", " NaN\n", - " 3155\n", " \n", " \n", - " 3/7/23\n", + " 1103\n", + " 2023-03-07\n", " 266598\n", + " NaT\n", + " NaN\n", + " NaT\n", " NaN\n", - " 3155\n", " \n", " \n", - " 3/8/23\n", + " 1104\n", + " 2023-03-08\n", " 266598\n", + " NaT\n", + " NaN\n", + " NaT\n", " NaN\n", - " 3155\n", " \n", " \n", - " 3/9/23\n", + " 1105\n", + " 2023-03-09\n", " 266598\n", + " NaT\n", + " NaN\n", + " NaT\n", " NaN\n", - " 3155\n", " \n", " \n", "\n", - "

1106 rows × 3 columns

\n", + "

1106 rows × 6 columns

\n", "" ], "text/plain": [ - " Cases Cases Cases\n", - "2/28/20 1 NaN NaN\n", - "2/29/20 1 NaN NaN\n", - "3/1/20 1 NaN NaN\n", - "3/2/20 1 NaN NaN\n", - "3/3/20 1 NaN NaN\n", - "... ... ... ...\n", - "3/5/23 266598 NaN 3155\n", - "3/6/23 266598 NaN 3155\n", - "3/7/23 266598 NaN 3155\n", - "3/8/23 266598 NaN 3155\n", - "3/9/23 266598 NaN 3155\n", - "\n", - "[1106 rows x 3 columns]" + " Date Cases Date Cases Date Cases\n", + "0 2020-02-28 1 2020-03-18 1 2020-03-23 1\n", + "1 2020-02-29 1 2020-03-19 1 2020-03-24 1\n", + "2 2020-03-01 1 2020-03-20 1 2020-03-25 1\n", + "3 2020-03-02 1 2020-03-21 1 2020-03-26 1\n", + "4 2020-03-03 1 2020-03-22 2 2020-03-27 1\n", + "... ... ... ... ... ... ...\n", + "1101 2023-03-05 266598 NaT NaN NaT NaN\n", + "1102 2023-03-06 266598 NaT NaN NaT NaN\n", + "1103 2023-03-07 266598 NaT NaN NaT NaN\n", + "1104 2023-03-08 266598 NaT NaN NaT NaN\n", + "1105 2023-03-09 266598 NaT NaN NaT NaN\n", + "\n", + "[1106 rows x 6 columns]" ] }, - "execution_count": 136, + "execution_count": 294, "metadata": {}, "output_type": "execute_result" } @@ -12492,7 +12869,7 @@ }, { "cell_type": "code", - "execution_count": 137, + "execution_count": 295, "id": "f0c2e662", "metadata": {}, "outputs": [], @@ -12502,7 +12879,7 @@ }, { "cell_type": "code", - "execution_count": 138, + "execution_count": 296, "id": "f6b4f86f", "metadata": { "collapsed": true @@ -12529,101 +12906,150 @@ " \n", " \n", " \n", + " Date\n", " Cases\n", + " Date\n", " Cases\n", + " Date\n", " Cases\n", " \n", " \n", " \n", " \n", - " 2/28/20\n", + " 0\n", + " 2020-02-28\n", + " 1\n", + " 2020-03-18 00:00:00\n", + " 1\n", + " 2020-03-23 00:00:00\n", " 1\n", - " 0\n", - " 0\n", " \n", " \n", - " 2/29/20\n", + " 1\n", + " 2020-02-29\n", + " 1\n", + " 2020-03-19 00:00:00\n", + " 1\n", + " 2020-03-24 00:00:00\n", " 1\n", - " 0\n", - " 0\n", " \n", " \n", - " 3/1/20\n", + " 2\n", + " 2020-03-01\n", + " 1\n", + " 2020-03-20 00:00:00\n", + " 1\n", + " 2020-03-25 00:00:00\n", " 1\n", - " 0\n", - " 0\n", " \n", " \n", - " 3/2/20\n", + " 3\n", + " 2020-03-02\n", + " 1\n", + " 2020-03-21 00:00:00\n", + " 1\n", + " 2020-03-26 00:00:00\n", " 1\n", - " 0\n", - " 0\n", " \n", " \n", - " 3/3/20\n", + " 4\n", + " 2020-03-03\n", + " 1\n", + " 2020-03-22 00:00:00\n", + " 2\n", + " 2020-03-27 00:00:00\n", " 1\n", - " 0\n", - " 0\n", " \n", " \n", " ...\n", " ...\n", " ...\n", " ...\n", + " ...\n", + " ...\n", + " ...\n", " \n", " \n", - " 3/5/23\n", + " 1101\n", + " 2023-03-05\n", " 266598\n", " 0\n", - " 3155\n", + " 0\n", + " 0\n", + " 0\n", " \n", " \n", - " 3/6/23\n", + " 1102\n", + " 2023-03-06\n", " 266598\n", " 0\n", - " 3155\n", + " 0\n", + " 0\n", + " 0\n", " \n", " \n", - " 3/7/23\n", + " 1103\n", + " 2023-03-07\n", " 266598\n", " 0\n", - " 3155\n", + " 0\n", + " 0\n", + " 0\n", " \n", " \n", - " 3/8/23\n", + " 1104\n", + " 2023-03-08\n", " 266598\n", " 0\n", - " 3155\n", + " 0\n", + " 0\n", + " 0\n", " \n", " \n", - " 3/9/23\n", + " 1105\n", + " 2023-03-09\n", " 266598\n", " 0\n", - " 3155\n", + " 0\n", + " 0\n", + " 0\n", " \n", " \n", "\n", - "

1106 rows × 3 columns

\n", + "

1106 rows × 6 columns

\n", "" ], "text/plain": [ - " Cases Cases Cases\n", - "2/28/20 1 0 0\n", - "2/29/20 1 0 0\n", - "3/1/20 1 0 0\n", - "3/2/20 1 0 0\n", - "3/3/20 1 0 0\n", - "... ... ... ...\n", - "3/5/23 266598 0 3155\n", - "3/6/23 266598 0 3155\n", - "3/7/23 266598 0 3155\n", - "3/8/23 266598 0 3155\n", - "3/9/23 266598 0 3155\n", - "\n", - "[1106 rows x 3 columns]" + " Date Cases Date Cases Date \\\n", + "0 2020-02-28 1 2020-03-18 00:00:00 1 2020-03-23 00:00:00 \n", + "1 2020-02-29 1 2020-03-19 00:00:00 1 2020-03-24 00:00:00 \n", + "2 2020-03-01 1 2020-03-20 00:00:00 1 2020-03-25 00:00:00 \n", + "3 2020-03-02 1 2020-03-21 00:00:00 1 2020-03-26 00:00:00 \n", + "4 2020-03-03 1 2020-03-22 00:00:00 2 2020-03-27 00:00:00 \n", + "... ... ... ... ... ... \n", + "1101 2023-03-05 266598 0 0 0 \n", + "1102 2023-03-06 266598 0 0 0 \n", + "1103 2023-03-07 266598 0 0 0 \n", + "1104 2023-03-08 266598 0 0 0 \n", + "1105 2023-03-09 266598 0 0 0 \n", + "\n", + " Cases \n", + "0 1 \n", + "1 1 \n", + "2 1 \n", + "3 1 \n", + "4 1 \n", + "... ... \n", + "1101 0 \n", + "1102 0 \n", + "1103 0 \n", + "1104 0 \n", + "1105 0 \n", + "\n", + "[1106 rows x 6 columns]" ] }, - "execution_count": 138, + "execution_count": 296, "metadata": {}, "output_type": "execute_result" } @@ -12634,17 +13060,34 @@ }, { "cell_type": "code", - "execution_count": 139, + "execution_count": 297, "id": "d773a0ec", "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "ValueError", + "evalue": "Length mismatch: Expected axis has 6 elements, new values have 3 elements", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[297], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m dfcombined_Cases\u001b[39m.\u001b[39;49mcolumns \u001b[39m=\u001b[39m [\u001b[39m'\u001b[39m\u001b[39mConfirmed_Case\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mRecovered_Case\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mDeathCase_Case\u001b[39m\u001b[39m'\u001b[39m]\n", + "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\core\\generic.py:6002\u001b[0m, in \u001b[0;36mNDFrame.__setattr__\u001b[1;34m(self, name, value)\u001b[0m\n\u001b[0;32m 6000\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m 6001\u001b[0m \u001b[39mobject\u001b[39m\u001b[39m.\u001b[39m\u001b[39m__getattribute__\u001b[39m(\u001b[39mself\u001b[39m, name)\n\u001b[1;32m-> 6002\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mobject\u001b[39;49m\u001b[39m.\u001b[39;49m\u001b[39m__setattr__\u001b[39;49m(\u001b[39mself\u001b[39;49m, name, value)\n\u001b[0;32m 6003\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mAttributeError\u001b[39;00m:\n\u001b[0;32m 6004\u001b[0m \u001b[39mpass\u001b[39;00m\n", + "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\_libs\\properties.pyx:69\u001b[0m, in \u001b[0;36mpandas._libs.properties.AxisProperty.__set__\u001b[1;34m()\u001b[0m\n", + "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\core\\generic.py:730\u001b[0m, in \u001b[0;36mNDFrame._set_axis\u001b[1;34m(self, axis, labels)\u001b[0m\n\u001b[0;32m 725\u001b[0m \u001b[39m\u001b[39m\u001b[39m\"\"\"\u001b[39;00m\n\u001b[0;32m 726\u001b[0m \u001b[39mThis is called from the cython code when we set the `index` attribute\u001b[39;00m\n\u001b[0;32m 727\u001b[0m \u001b[39mdirectly, e.g. `series.index = [1, 2, 3]`.\u001b[39;00m\n\u001b[0;32m 728\u001b[0m \u001b[39m\"\"\"\u001b[39;00m\n\u001b[0;32m 729\u001b[0m labels \u001b[39m=\u001b[39m ensure_index(labels)\n\u001b[1;32m--> 730\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_mgr\u001b[39m.\u001b[39;49mset_axis(axis, labels)\n\u001b[0;32m 731\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_clear_item_cache()\n", + "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\core\\internals\\managers.py:225\u001b[0m, in \u001b[0;36mBaseBlockManager.set_axis\u001b[1;34m(self, axis, new_labels)\u001b[0m\n\u001b[0;32m 223\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mset_axis\u001b[39m(\u001b[39mself\u001b[39m, axis: AxisInt, new_labels: Index) \u001b[39m-\u001b[39m\u001b[39m>\u001b[39m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m 224\u001b[0m \u001b[39m# Caller is responsible for ensuring we have an Index object.\u001b[39;00m\n\u001b[1;32m--> 225\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_validate_set_axis(axis, new_labels)\n\u001b[0;32m 226\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39maxes[axis] \u001b[39m=\u001b[39m new_labels\n", + "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\core\\internals\\base.py:70\u001b[0m, in \u001b[0;36mDataManager._validate_set_axis\u001b[1;34m(self, axis, new_labels)\u001b[0m\n\u001b[0;32m 67\u001b[0m \u001b[39mpass\u001b[39;00m\n\u001b[0;32m 69\u001b[0m \u001b[39melif\u001b[39;00m new_len \u001b[39m!=\u001b[39m old_len:\n\u001b[1;32m---> 70\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mValueError\u001b[39;00m(\n\u001b[0;32m 71\u001b[0m \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mLength mismatch: Expected axis has \u001b[39m\u001b[39m{\u001b[39;00mold_len\u001b[39m}\u001b[39;00m\u001b[39m elements, new \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 72\u001b[0m \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mvalues have \u001b[39m\u001b[39m{\u001b[39;00mnew_len\u001b[39m}\u001b[39;00m\u001b[39m elements\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 73\u001b[0m )\n", + "\u001b[1;31mValueError\u001b[0m: Length mismatch: Expected axis has 6 elements, new values have 3 elements" + ] + } + ], "source": [ "dfcombined_Cases.columns = ['Confirmed_Case', 'Recovered_Case', 'DeathCase_Case']" ] }, { "cell_type": "code", - "execution_count": 140, + "execution_count": null, "id": "446cac85", "metadata": {}, "outputs": [ @@ -12673,6 +13116,12 @@ " Recovered_Case\n", " DeathCase_Case\n", " \n", + " \n", + " Date\n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -12748,6 +13197,7 @@ ], "text/plain": [ " Confirmed_Case Recovered_Case DeathCase_Case\n", + "Date \n", "2/28/20 1 0 0\n", "2/29/20 1 0 0\n", "3/1/20 1 0 0\n", @@ -12763,7 +13213,7 @@ "[1106 rows x 3 columns]" ] }, - "execution_count": 140, + "execution_count": 145, "metadata": {}, "output_type": "execute_result" } @@ -12774,7 +13224,7 @@ }, { "cell_type": "code", - "execution_count": 141, + "execution_count": null, "id": "851f5deb", "metadata": {}, "outputs": [ @@ -12784,7 +13234,7 @@ "Index(['Confirmed_Case', 'Recovered_Case', 'DeathCase_Case'], dtype='object')" ] }, - "execution_count": 141, + "execution_count": 146, "metadata": {}, "output_type": "execute_result" } @@ -12795,23 +13245,23 @@ }, { "cell_type": "code", - "execution_count": 142, + "execution_count": null, "id": "fb159a2f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 142, + "execution_count": 147, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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60aNHZ/78+bnqqqsKP1BIVnxHAwYMyIQJEwpB99ixY7PvvvvmvPPOK9R17949p512Wv7xj39k//33T2VlZX75y1+mcePGufXWW9OsWbMkK8ave+65Z+F5fuc739ngzwoAbDolJSVp1qxZYby3ruO5ZcuWFcLfK6+8stos5iZNmuTWW2/Niy++mH//93/PwQcfnMcffzwTJ07MQQcdlDZt2lTrwyGHHJJf/OIXhT9vu+22+eUvf5nHHnusEHRv7u+1NnRs9/rrr2f8+PE59thj89Of/rRwvH///hk0aFAmT56csrKybLnllhk3blyWLl2a3/3ud4VZ3kcddVR+9rOfZfbs2VmyZEnq1q273uNlYPNjj27gS2+LLbbI8uXL1+uasrKyvPjii9lrr72qhdzJij1o9txzz7z44ouZO3dutXNVLy2rVL2w+/DDDzeg50mbNm1WGXInK17sffIXmTvuuGOSVBv0Jcn222+fZEXgnayYdVRVV1ZWVvhn/vz56d69e5YuXZonn3wySfLXv/41TZs2XelzVc1C2lAb8p0kK15Cjx07ttpfBioqKgptzZ8/P0nSqFGjNG7cOI8//njuvvvufPDBB0mSrl275i9/+Uthefhnn302ZWVl+da3vlV4cV71T9VfAv76179+hk8KAGxMv/vd79KjR4/CP4ceemiOP/743HXXXfn2t7+dK664IltssUXmzZuXZ555JrvvvnsaN25c7d/xO+20U7bbbrs88cQTSZLXXnst7777bnr06FEIuZMVL1ovuOCC/PnPf07jxo3z6KOPJklOOeWUQsidJHXq1Mn3vve9JMkjjzySJNl3333TqlWrPPjgg4W6+fPnZ8KECTnggAPSvHnzJCtW72nSpEm+9rWvVetj7dq1s99+++Wtt97KjBkzqj2DT49Nn3jiiSxdujTdu3fPv/71r0Ib//rXv9KzZ89CTbJi1ntJSclKS4wfddRRady48YZ9KUnhZfL6ju9+9KMf5cEHH6wWci9fvjzLli1LsmJ1oSqtW7fOSy+9lD//+c8pLS0tHLvrrrsKof20adMyffr0Quj9yWf6zW9+M/Xq1TO2A4AvuKVLlybJeo3ntthii9x///25+uqrq4XcixYtSp06dZJUH1esSdVEjypVs7arwt+q+23O77U2dGy300475YknnsgPfvCDasfnzp1bGGtWfQ9V4+7f//73+fvf/14Y//3qV7/KDTfcUAjtN2S8DGxezOgGvvRatWpV2BNmXX9p+d5776WysnKl5YuqdOjQIS+99FJKS0ur7S3z6eUeq+5XNVhbX59s+9M+fa+qQeinj1ctV15ZWZlkxT47yYp9xVenain19957LzvuuGOhjSrNmzcvvKDdEBvynSQrPsvHH3+c2267LW+88UZmzZqV9957LxUVFUn+7zPWqVMn/+///b/88pe/LCx11KFDh+y7777p1atXdt555yQr9m9MkquvvjpXX331Ku+5umXlAYDP3/HHH5999903lZWV+eCDDwp7ZQ8ePDj/8R//Uah75513snz58vzP//xPevTosdr2Fi9enPfeey/J//1o8JM+uex4Vd2qxodVewNWBbBbbLFFDjvssNx000157bXXsvPOO+eRRx7J4sWLc8QRRxSue/vtt7N48eI19nHWrFnV+vbpsV7VeOaCCy5YYxtJ8u6776ZZs2Zp2rRptfO1a9dO27Zt89FHH622jTVp1apV3njjjXzwwQeFH1mui5KSklRUVGTYsGF59dVXU1pamnfffTdLlixJ8n9ju2TF8p3nn39+Lrvsslx22WX5yle+kq9//evp3r179txzzyT/9yzuuuuu3HXXXau8Z9V3BAB88VRUVOTjjz/O1ltvvV7juXr16qVOnTp55ZVX8uijj2bmzJkpLS3N7NmzC+OJdQ1tPz3WqtrypCqATzb/91pVQXxVwL4+6tatm0ceeSTPPvts3nnnnZSWlmbu3LmFyTpV30P//v3zyiuv5JFHHskjjzySxo0bZ88998w3v/nN9OrVq7BH94aMl4HNi6Ab+NLbY4898tZbb2XixIn52te+ttq6X/3qV1mwYEF+8IMfVHuptipVwfWnB7Mbey/nT/4K9dM+OZNoffpQNaD8zW9+k0aNGq2y5pMvdateNK6unQ2xId/JNttskzvvvDOXXHJJWrRokb322itdu3ZNhw4d0qpVq5x00knVrj344IOz77775umnn84zzzyTF154Ibfddlv+/Oc/58c//nH69+9f+J5POeWU1e471LBhww3+nADAxtW+ffvss88+hT/36NEjP/rRj3L55Zfnww8/LCztWDVOOeigg3Lssceutr0tttii8GJxbWOoNY0Pq8aGVTOGkuSII47ITTfdlAceeCA777xzHnjggWy99daFfRer2mzTpk3OP//81bZdtURmlU//ALHqs5577rmrDZk/+QPFTTW2e+qpp/LKK6+sMegeNmxYpk2bllNOOSU77bRTxo8fn/PPPz/16tXL3nvvnYMPPjjt27fPbrvtlt69e1e7tmvXrhkzZkxeeOGFPP3003nhhRdy11135c4778zAgQPzox/9qPAdHX300fnWt761yj6sbgwNANS8119/PRUVFfnqV7+6XuO5ZMWP4h5++OG0a9cuu+66a775zW9mp512yttvv51LLrlknfvw6bHWqmzu77X22GOPlJSU5JVXXllj3RtvvJFf/epXOfTQQ9O3b9/MmzcvgwcPzowZM7L77runU6dOOfzww9OpU6fcfvvt1VY7ql+/fv7whz9k+vTpefLJJ/P888/nueeey/jx43PLLbfkxhtvTLNmzTZovAxsXvwNDvjS69GjR+66666MHj16tYPPDz74IPfdd1/q16+f//zP/yz8WnP69OmrrJ8+fXpKSkqqLW9ZLKr2HmrZsmV23XXXaufeeeedzJgxozAI3n777fPOO++s9AvVefPm5V//+tcG92FDvpPFixfniiuuyHbbbZcRI0ZUW17z73//e7VrFyxYkDfeeCNt2rRJt27d0q1btyQr/sJ02mmnZfjw4enfv3/hWdSrV6/aS/OqNp555pmVfskLAHxx1KlTJ//93/+d//iP/8itt96anXfeOT179iz8O37x4sUr/Ts+WbGEd9OmTVO7du1CbdWMmE96/vnnc++992bgwIGFfSGnT59emEFcpWrMuM022xSObb/99tljjz3y2GOPpV+/fvn73/+eE088sdoPGdu0aZP3338/e+6550oB7MSJE7No0aLCbJbVqep/kyZNVvqsH3zwQSZPnlzYCmf77bfP9OnTM2fOnGrj2GXLlqW0tHS1P4Jcm0MOOSTXXntt/vKXv6R3796r/NHAokWLcuedd+Zf//pXfvKTnyRJLrvsstSpUyejRo2qtgdk1ZY7VRYvXpw33ngjTZs2zX777Vf4scB7772XM844I7fffntOOeWUwrOorKxc6VksX748jz/++Gq3BQIAat64ceOSJN/61rfWazz3yiuv5OGHH84hhxySiy++uNpYZNKkSRu9n5v7e62WLVtmzz33zMsvv5zXX389O+200yrrxowZk0mTJuXAAw9Mktxxxx156623cs4556Rv377Vaj+9rePbb7+djz76KLvvvnvat2+f73znO1m8eHH+8Ic/5K677spDDz2Ufv36bZTxMlDc7NENfOntueeeOfjgg/PXv/41I0aMWOn8/Pnzc95552Xp0qX57ne/m/r166d58+aFfbife+65avXPPPNMXnnlley5557ZcsstP6dPsfFUzW4ZNmxYYQZTsmJ5qKFDh+YnP/lJYd+h7t27Z9GiRRk5cmS1Nm699dbP1IcN+U4WL16cRYsWZZtttqn2l4GKiopCf6pmU1UtYXrDDTdUa7d9+/Zp3Lhx4QXzvvvum0aNGuX2229faanOP/3pT/nZz36Wp5566jN9VgBg02rWrFn+67/+KyUlJbnkkksye/bsbLXVVtltt93y7LPP5qWXXqpW/9RTT+WnP/1pYQyyyy67pHXr1nn44YdXegF322235eGHH07Lli0LY6jhw4evNIaqGnN8ehbxkUcemTlz5uTyyy9PkmrLllfVL1iwIDfffHO143PmzMmPf/zj/OIXv1jrTPNu3bqlVq1auemmm1JeXl7t3GWXXZZzzjkn//jHP5KksFfjjTfeWK1u7NixmTdv3hrvsybbbbdd+vXrl3/84x/53e9+t9Ls8CVLluTCCy/M3Llz07dv38LqQWVlZWnevPlKL2CrvpuqsV1ZWVlOPvnk/P73v1/pvi1btkxJSUm22GKLfPWrX822226bBx54YKUfLowZMybnn39+7r333g3+nADApvPSSy/lL3/5S9q1a5dvfetb6zWeKysrS7Jiee9Pjp3KysoyduzYJNW3Ffz0Nn/r68vwXutHP/pRSkpK8otf/GKVy58/+uij+ctf/pJWrVrlmGOOSZLCpJiqbX2qTJw4sfAdVn3G3/72tznjjDPyz3/+s1BXr1697LLLLkn+b6b+xhgvA8XNjG6AJL/4xS8yb968XHnllXn00UfTrVu3NG/ePDNnzswDDzyQuXPn5qijjspxxx1XuOacc87J9773vZx11lnp06dP2rdvn+nTp2fMmDFp2rRpzj333Br8RBtun332yZFHHpmxY8fm5JNPTo8ePVKnTp2MGzcuU6ZMSd++fdOpU6ckyXHHHZfHHnssV111VWbMmJHOnTvn73//e8aPH/+Zfy25vt9J06ZNs8cee+SFF17If/3Xf2X33XfPvHnzMm7cuLz99tuFfY6SFUtb7rPPPrnrrrvy8ccfZ88998yyZcvy6KOPZtasWTnzzDOTrJj5dPbZZ+eXv/xlBg4cmKOOOipbb711XnjhhTzyyCPp3LnzSr9ABQC+eL72ta+lf//+uf3223PRRRfliiuuyLnnnptTTz01Q4YMSZ8+ffJv//ZvmTFjRu666640a9assMx57dq187Of/Sxnn312TjjhhBx99NHZcsstM378+DzzzDP5/ve/n5YtW6Zly5Y56qijMmbM/2/v3kKi7tY4jv/c5RtZZpho4YEQy4TCKIrQJgKpkY5ioxSZWGYFHQmvsiK9CaTuOll2UoRE1DxMmYYmUZikkUbaRFKCx6y0ppgydV+8NOzZ1n6nt+0u29/PzcDM8x/Wn3XzsJ611lNoz6Ek6caNG3ry5IlMJtOwk94RERE6duyYbt26pdDQUAUEBDj8Hh8fr9u3bysjI0MWi0ULFizQ27dvVVBQIKvVqrS0tL/MuQICApSUlKSMjAxt3LhRq1atkru7u6qrq3Xv3j0ZDAb7KaBly5aprKxMBQUF6unp0aJFi/Ts2TMVFxcP69v9vXbu3KmXL18qLy9PNTU1MhqN8vb2Vmdnp8rKytTe3i6DwaDdu3fbn1myZImuXbum5ORkLV68WDabTZWVlWpoaNAff/xhz+18fHy0evVqFRcXa8+ePTIYDHJxcVFNTY0aGhoUExOj8ePHS5JSUlK0f/9+JSQkKDo6Wv7+/nr8+LFKSkrk5+enLVu2/NB7AgCAH9PY2GgvYg4ODurdu3dqbGxUZWWlPD09lZ6ebj+562w+N3fuXHl4eOjy5cuy2Wzy8/NTW1ubSkpKZLVaJcn+KUmenp6SpOzsbC1atEhLly797vf43de1goODlZqaqtTUVK1fv17Lly9XcHCwbDab6urqdOfOHXl6eur48eP2wr3BYFBubq6OHDkik8kkd3d3NTU1yWw221sGfXnHhIQE1dXVKSkpSVFRUfLy8lJra6vy8/Pl4+Nj36D538iXAYxuLr29vX9vWxIA/Gb6+/tVXl4us9ms1tZWvX79WhMmTNDs2bNlMpkUHh4+7Jn29nZlZmaqpqZGvb298vLyUnh4uDZv3uxw3eOOHTtUX1+vu3fvOlyjU1tbq127dmnr1q3atm2bJOn06dO6ePGiTp8+rfnz50uSSktLlZaWpgMHDigqKkrSnwXp0NBQnTt3zmFMZ8+eVWZmpk6cOOFwLdHX/vdb3w8NDamoqEhXr15VS0uLxowZo4CAAEVHR2vNmjUOOyE/fPigc+fOqaKiQr29vZoxY4b27t2rgwcPys/PT2fOnPm7U/Ldc/Lq1SudOnVKNTU16uvr05QpUxQSEqItW7YoPT1dT58+1fXr1+Xm5qb3798rJydHN2/eVFdXl1xcXDRjxgytW7dOkZGRDv9bV1en7OxsNTY26tOnT5o6daoiIiIUFxfnsMsWAAD8HF/yn8OHDw/r3fzFx48ftWnTJj1//lzJycmKjY1VW1ubzp8/75DLzZs3T4mJicN6ST969Ejnz5/Xw4cPNTg4qOnTp2vDhg0yGo0OccXFxSooKNCzZ880duxYBQUFfTW/+OLo0aMqLCzUoUOHhp3olv7MtS5duqTKykp1dHTI3d1dM2fOVHx8vMNVmKmpqTKbzcrPz/9qH+yqqipduXJFFotFAwMD8vX11cqVKxUbG+vQgubz58/KyspSaWmpuru75e/vr+3btysnJ0fd3d0qKir69kT8haGhIVVXV6uoqEgtLS3q6enRuHHjFBwcrLVr18poNA7LMzMyMlRVVaXXr19r8uTJCgoKUnx8vAoLC1VeXq6CggL5+vrq8+fPys3NldlsVkdHhwYGBjR9+nStWrVKJpPJoZ+mxWLRhQsX9ODBA1mtVnl7eys8PFwJCQkOV6QDAID/nS/53L9ycXGRm5ub/P39FRYWpvXr1w+7PdHZfK65uVknT55UU1OT+vv75e3trYULF2rjxo2KiYnRnDlz7GtYnZ2dSklJUXNzs7139rdyrfb2dkVFRSkyMlJpaWkOY/t/WNd68eKF8vLydP/+fXV1dam/v1++vr4yGAyKi4sbNl8VFRXKyspSa2urXF1dNW3aNBmNRgUGBmrfvn0Oa6T19fXKysqSxWJRX1+fPD09FRYWpsTERId1V2fzZQC/JwrdAAAAAAAAAAAAAIBRhR7dAAAAAAAAAAAAAIBRhR7dAIARNTAwoDdv3jgd7+HhIVdX1xEcEQAAAH5ET0+P07ETJ06kLyIAAMAvzGq1ymazORXr6uoqDw+PER4RADiPQjcAYER1dXXZ+4o74997iAMAAODXsmLFCqdj/1PfdAAAAPx8x48fl9lsdip23rx59l7mAPAroEc3AGBEffz4UQ8fPnQ6ftasWZo0adIIjggAAAA/ora21unYwMBAeXl5jeBoAAAA8CNaWlqcvrHH3d1dISEhIzwiAHAehW4AAAAAAAAAAAAAwKjyj589AAAAAAAAAAAAAAAAvgeFbgAAAAAAAAAAAADAqEKhGwAAAAAAAAAAAAAwqlDoBgAAAAAAAAAAAACMKhS6AQAAAAAAAAAAAACjCoVuAAAAAAAAAAAAAMCoQqEbAAAAAAAAAAAAADCq/BMx6gLc3NzKFgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] @@ -12834,7 +13284,7 @@ }, { "cell_type": "code", - "execution_count": 143, + "execution_count": null, "id": "09c8ef7e", "metadata": {}, "outputs": [ @@ -12859,82 +13309,89 @@ " \n", " \n", " \n", - " Cases\n", - " \n", - " \n", " Date\n", - " \n", + " Cases\n", " \n", " \n", " \n", " \n", - " 2/28/20\n", + " 0\n", + " 2020-02-28\n", " 1\n", " \n", " \n", - " 2/29/20\n", + " 1\n", + " 2020-02-29\n", " 1\n", " \n", " \n", - " 3/1/20\n", + " 2\n", + " 2020-03-01\n", " 1\n", " \n", " \n", - " 3/2/20\n", + " 3\n", + " 2020-03-02\n", " 1\n", " \n", " \n", - " 3/3/20\n", + " 4\n", + " 2020-03-03\n", " 1\n", " \n", " \n", " ...\n", " ...\n", + " ...\n", " \n", " \n", - " 3/5/23\n", + " 1101\n", + " 2023-03-05\n", " 266598\n", " \n", " \n", - " 3/6/23\n", + " 1102\n", + " 2023-03-06\n", " 266598\n", " \n", " \n", - " 3/7/23\n", + " 1103\n", + " 2023-03-07\n", " 266598\n", " \n", " \n", - " 3/8/23\n", + " 1104\n", + " 2023-03-08\n", " 266598\n", " \n", " \n", - " 3/9/23\n", + " 1105\n", + " 2023-03-09\n", " 266598\n", " \n", " \n", "\n", - "

1106 rows × 1 columns

\n", + "

1106 rows × 2 columns

\n", "" ], "text/plain": [ - " Cases\n", - "Date \n", - "2/28/20 1\n", - "2/29/20 1\n", - "3/1/20 1\n", - "3/2/20 1\n", - "3/3/20 1\n", - "... ...\n", - "3/5/23 266598\n", - "3/6/23 266598\n", - "3/7/23 266598\n", - "3/8/23 266598\n", - "3/9/23 266598\n", + " Date Cases\n", + "0 2020-02-28 1\n", + "1 2020-02-29 1\n", + "2 2020-03-01 1\n", + "3 2020-03-02 1\n", + "4 2020-03-03 1\n", + "... ... ...\n", + "1101 2023-03-05 266598\n", + "1102 2023-03-06 266598\n", + "1103 2023-03-07 266598\n", + "1104 2023-03-08 266598\n", + "1105 2023-03-09 266598\n", "\n", - "[1106 rows x 1 columns]" + "[1106 rows x 2 columns]" ] }, - "execution_count": 143, + "execution_count": 158, "metadata": {}, "output_type": "execute_result" } @@ -12945,7 +13402,7 @@ }, { "cell_type": "code", - "execution_count": 144, + "execution_count": null, "id": "a1feb443", "metadata": {}, "outputs": [], @@ -12955,7 +13412,7 @@ }, { "cell_type": "code", - "execution_count": 145, + "execution_count": null, "id": "dd3de74a", "metadata": {}, "outputs": [ @@ -12980,82 +13437,89 @@ " \n", " \n", " \n", - " Cases\n", - " \n", - " \n", " Date\n", - " \n", + " Cases\n", " \n", " \n", " \n", " \n", - " 2/28/20\n", + " 0\n", + " NaT\n", " NaN\n", " \n", " \n", - " 2/29/20\n", + " 1\n", + " 1 days\n", " 0\n", " \n", " \n", - " 3/1/20\n", + " 2\n", + " 1 days\n", " 0\n", " \n", " \n", - " 3/2/20\n", + " 3\n", + " 1 days\n", " 0\n", " \n", " \n", - " 3/3/20\n", + " 4\n", + " 1 days\n", " 0\n", " \n", " \n", " ...\n", " ...\n", + " ...\n", " \n", " \n", - " 3/5/23\n", + " 1101\n", + " 1 days\n", " 0\n", " \n", " \n", - " 3/6/23\n", + " 1102\n", + " 1 days\n", " 0\n", " \n", " \n", - " 3/7/23\n", + " 1103\n", + " 1 days\n", " 0\n", " \n", " \n", - " 3/8/23\n", + " 1104\n", + " 1 days\n", " 0\n", " \n", " \n", - " 3/9/23\n", + " 1105\n", + " 1 days\n", " 0\n", " \n", " \n", "\n", - "

1106 rows × 1 columns

\n", + "

1106 rows × 2 columns

\n", "" ], "text/plain": [ - " Cases\n", - "Date \n", - "2/28/20 NaN\n", - "2/29/20 0\n", - "3/1/20 0\n", - "3/2/20 0\n", - "3/3/20 0\n", - "... ...\n", - "3/5/23 0\n", - "3/6/23 0\n", - "3/7/23 0\n", - "3/8/23 0\n", - "3/9/23 0\n", + " Date Cases\n", + "0 NaT NaN\n", + "1 1 days 0\n", + "2 1 days 0\n", + "3 1 days 0\n", + "4 1 days 0\n", + "... ... ...\n", + "1101 1 days 0\n", + "1102 1 days 0\n", + "1103 1 days 0\n", + "1104 1 days 0\n", + "1105 1 days 0\n", "\n", - "[1106 rows x 1 columns]" + "[1106 rows x 2 columns]" ] }, - "execution_count": 145, + "execution_count": 165, "metadata": {}, "output_type": "execute_result" } @@ -13066,17 +13530,7 @@ }, { "cell_type": "code", - "execution_count": 146, - "id": "07f485e9", - "metadata": {}, - "outputs": [], - "source": [ - "dfConfirmdCaseDiff.reset_index(drop=False, inplace=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 147, + "execution_count": null, "id": "8a21defa", "metadata": {}, "outputs": [ @@ -13086,7 +13540,7 @@ "Index(['Date', 'Cases'], dtype='object')" ] }, - "execution_count": 147, + "execution_count": 166, "metadata": {}, "output_type": "execute_result" } @@ -13097,7 +13551,7 @@ }, { "cell_type": "code", - "execution_count": 148, + "execution_count": null, "id": "4113e6f3", "metadata": {}, "outputs": [ @@ -13129,27 +13583,27 @@ " \n", " \n", " 0\n", - " 2/28/20\n", + " NaT\n", " NaN\n", " \n", " \n", " 1\n", - " 2/29/20\n", + " 1 days\n", " 0\n", " \n", " \n", " 2\n", - " 3/1/20\n", + " 1 days\n", " 0\n", " \n", " \n", " 3\n", - " 3/2/20\n", + " 1 days\n", " 0\n", " \n", " \n", " 4\n", - " 3/3/20\n", + " 1 days\n", " 0\n", " \n", " \n", @@ -13159,27 +13613,27 @@ " \n", " \n", " 1101\n", - " 3/5/23\n", + " 1 days\n", " 0\n", " \n", " \n", " 1102\n", - " 3/6/23\n", + " 1 days\n", " 0\n", " \n", " \n", " 1103\n", - " 3/7/23\n", + " 1 days\n", " 0\n", " \n", " \n", " 1104\n", - " 3/8/23\n", + " 1 days\n", " 0\n", " \n", " \n", " 1105\n", - " 3/9/23\n", + " 1 days\n", " 0\n", " \n", " \n", @@ -13188,23 +13642,23 @@ "" ], "text/plain": [ - " Date Cases\n", - "0 2/28/20 NaN\n", - "1 2/29/20 0\n", - "2 3/1/20 0\n", - "3 3/2/20 0\n", - "4 3/3/20 0\n", - "... ... ...\n", - "1101 3/5/23 0\n", - "1102 3/6/23 0\n", - "1103 3/7/23 0\n", - "1104 3/8/23 0\n", - "1105 3/9/23 0\n", + " Date Cases\n", + "0 NaT NaN\n", + "1 1 days 0\n", + "2 1 days 0\n", + "3 1 days 0\n", + "4 1 days 0\n", + "... ... ...\n", + "1101 1 days 0\n", + "1102 1 days 0\n", + "1103 1 days 0\n", + "1104 1 days 0\n", + "1105 1 days 0\n", "\n", "[1106 rows x 2 columns]" ] }, - "execution_count": 148, + "execution_count": 167, "metadata": {}, "output_type": "execute_result" } @@ -13215,25 +13669,58 @@ }, { "cell_type": "code", - "execution_count": 149, - "id": "d9b3e832", + "execution_count": null, + "id": "73df7da1", + "metadata": {}, + "outputs": [], + "source": [ + "NGConfirmdCase_transposed[['Cases']] = NGConfirmdCase_transposed[['Cases']].astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "815fbf3f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Date datetime64[ns]\n", + "Cases int32\n", + "dtype: object" + ] + }, + "execution_count": 156, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "NGConfirmdCase_transposed.dtypes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "30193f56", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Text(0.5, 1.0, 'Daily Infection Cases')" + "" ] }, - "execution_count": 149, + "execution_count": 163, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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AAJAIugGE4HM5yi+Lbo2p3/DbUvvxfKYRtE93Qy5rXlNup01ugjIgKpkeJ0uh1wO3x9D0tdUPro+lQsOmQsMW7mkAOIYcpksO01Xm2LHdj7sxKdn7287e3wAARDnT6at1EF0Vr8unA8vd8roi79+MAIDoQ9ANoFp8plGve4KXDatrwyy2BXV2V6hMB3hD8roc8pqGjMLs8Afe1hi5wj0H4BgodrKqA6rHaTrkNB0qZH9vABWwGU7lFTuUbT8aUV3fNsOpbHuRvPWwRLrNMBpsiXeHaf7a5c2+xgAARDOP2yePmyAaABD5CLoBNAhPcYHkrX2IYLHEyFWYU+kYXrejWmF5fYTqNeEzDf1v6UR5K/lgQKjO78q6wWvTKe41DXnq8cMJQKRym3b5ImRVB0SHYtMhn3jTBmhsSsLio5WGvP5u74nr/htRXd8lAfIKeUNMPcZiCYTyMRaLsu1FlXZUO0x3WPYyBwAAAACgvhF0A6gXFmuM3KWCaa/bUadla72moewlD0TU0rcWa4yMwmz56qGTxuNyBEJot9MmZ2G2TKNIHpcjZKhduh4AAAA1VxJgf3LchbyGxxPooDY8Hk1cuzIsIX1Jp3jVPyfbDIOlzRERCgwz5IdHqrqmwGDFAgAAACBSEHQDxwFvcYG89bl/dm3mYBrKXRxZwXR985qGdi6dKNVD0F2ax+XQD8smBMYtG4JXp5PbX+d22uoliAeOB1ZLrAqKDqiYJfwBIKrZDGdYlhEv3SmNqjnM6oWGDtNssKXNCdEjT4zFogIjclZHKM1heqr179cCw9ThYrdy7IaK3B45TA+BNwCUUd97enucPnkaaI9wAMDxhaAbOA74XI5a75/tKS6QKtin1FNcIB97mFaPNUZmA4Rp1e3k9td5XA6CbuBXpsepRV+Ml8u0N+h9HAYfMDneFBg2FRi2kN+XPQeg4TlMlxymq8LzVQXhMRarsu2FNe7kLumUjsyADqE1ZIiO2jE8XjnM6P43pcP0qNj06m/rfpb/jxGH6ZXD5Oc/APDzun3y1uOe3l6XT14XQTcAoGoE3UAlvMVF8toL5C08LG9xUZjmUChPwUF5iwt//b5A8tbsH9SVdXz7XBUvMe5zOaTjuEO7PvlC7Yf961LnNd1bG0Dlip02FRYdkLeGfxY2FJfbTtB9nCk2HSo2HSG/d5gOOUy2kgAiSVVBuOExNeE4XLK8MiXd6NXvbC5Zdrx6z4/NMJRtLwrU1/RexxId3gAAAABwfCPoBirjNuRzGSpe/JrkDs8bJD6XQ/aFjwY6tn2u4hovD+51OeRlf+djzmsa+nHpxHp77i3WGDkJzgG5TbsWrxgvnwiXUT2Fhk259mx5QqxSEmOJUSEd2gAimM1wVmvv69Kq243uD6kdprvaQbfDdGvi2jWB+kjufHeYpgyPR9l2O4E3AAAAAByHCLqB44y/ezsS9u1G1Wqyp7bXNPT9sgnVWsocQO05nLYaBwqIbE7ToX99PV4+lQ9xDK8R1L1dGsuUA6ipkmXSj9br3t7V3fu6NiI5pK4vhserB9Z+zZLmCLsCw1SO3cXe3gBqzO30yXnUK3cd9qw2nT4ZR731uo82AACRgKAbaEDe4qPyFPwib/HREOcK5SnIDSxJXl/8+3V7XQ75TENmQU6Fe3Aj/Dwuh1TDQM1ijalRV7erBmE6EEmKnTYVh2EFA7fJUuTHg/ro1C67hDkAVMXwmJq47rPjLjyO5OXJgWjhML36+7r97O0NoFrcTl8g2Pa4ffphhSlPHfbA9rh92vlZ3cYAACASEXQDDcjncqp48XPyucp3dPhcTjkWPRV0riT8PlRv4bfPNFS48MGgfbY9xQWE31HO8+t+4G6nrVqBd+kw3WKNkctpC/wCIpnbbZfHY6jw6IFA4F3stEXM3tyIbC6vISchNQDUi0jp/GbPbQBAY+ExffKYhNIAAFSFoBuIID5XsewLn5DPVVy9CywxNV6e3OdyyLZwUlD4jQZWqgPb7bTJWZhd4y7uUDwuh7ymIWdhdo2WP/e4HIFfpdV3+E2YHrmcTpucUfJ7Y3qc+mjFeJkeQ8VOW0m3NXtzAwCiSEMsZ96Q6rt722YYyrbblVdcHBg3xmKp1b7ZDtNkCXJErALDZFlyAAAA4Bgj6Abqmbf4aMilyhuCzzTkY7/miOc1DXl/7cD2GEX6cdnEKoNpizWmWgG2xzS0ffmEellmOVT4XRemyyGT12dEcrvtcrvt4Z5GOcVOW1D3dmmmxym3GXlzRuNhtcQox54tr1gRBUDNlCxn/nlEdERXR313bztMUxPXfhkUUhseT+BYRarbvU2XNyKFw/SyLDkAoFJeh1deB39XAEB9IugG6pnP5Qy5VLlfyb7dueU6er3FhdU6hujldTlq1Hm9Y9kEfv/RqLjddn28YnxEhvBoHAoNmw7as+UNsb2Hy2vo7xvGy8uKKABwTFS3e5su7/ArMNzKsTtVYETHhzkAAAgXn7vkFwCg/hB0A7/yFtvlLa46XPEWF8lbXFTr+/hcxXIsevq3pcOtVnmLC0vC8TJvnvtcxfW6xLi3uIC9uRFgscaouDA75PLiLqetwnNAKM5fu7GrWhK9unVAODhMh6asHy+vCLMBoD7YDCMqPiBEV3jdOEyPHly3XQ6Tf2vGWKQcu6vGS5iz7DnQ+LidPrmdkf93JAAAkY6gG41SyFDb7Sz5VRGLtSTgdjkl0yVvQV6dAu8A01W+A9waU9LNXROWGHkKcuTzVvzmgtflYG9uBHhNQ1uW3x9yuXKPy6GsT4LPEX7DL1RY7XLbtfzz8XJV0Y3tctu1dEXVdUB9KTRs8jTwh7xshk02w9ag9wCAaOQwzagIuukKr1yB4VKB4Qr3NKKCy+PT39ftDSxhXlmAXWCYOlzsVo7dpSI3y54DjY3H9MljRv7fkZJkOn0yjnplNoJg3lPslaeYP49DYdl1AJGKoBuNk9uQTLe8hf+/vXuPkqM67Dz+q35Nj0YaJPFQxEviEdsQA8sBGW9iE8fxAeGYbE7sLDlYPiQ+cRLCywgF2MRmcwibQAh24hCbjYmzTtZgSLzYgAkGgnEIQg8DNsjgADkGgkY8JE3P9KvetX9UdU11d3VP98xoZnr0/Zwz0HPr1r23anp6RvPre+/+nmZxS1LgOnEQHriO6vf9dRh69yKTmdq7u5elqF0rnM3dh8C1NPnNawmy0bfGzO5p9wO3a/rhQ1fJd615C7tts9RXX5ZZkrUAQXxavws1ljSmWeppBrVpllTuYba17VT10KOfJqzGQDDdmoIDPEO75tZUc9vfNATgwClZpvbWqxqrTg5EkArMtfkMn2uux2ztGeq2b3fN9VV3fX3myd0KeB0DsIh5TqBXHnbkOb29VrlmMLCheGCHH0hhB+EHACwyBN0YSH69Kn9yvMelxqvyq5NhqF2djM8JXEfmfX8bht5t58xuefI20azttOXJgYXWmNnd637gnmulzgLvxjZLqs1gNrjr1OQ6zX11C7/T6icdqPA5rV/HqcnpMpb55DjVnva9dpyqHv6XT8/5Htm9Bu0HSsbIqb5I3nSAxWvSKqXuzd3JhFXSxCxmcZesCY1V31DJmphxG1g8SlZNY9WSStbieN0fRCXLVMky48dj1cn48zQ111bNdbTlye8QdC9CWcM46JcCn7Bs7anWDlgYPZPwORxTndnZAIADyrcD+QSiAIB5QtCNweTYsu7/muT08A90x5JsS9Z9/0eyrdRgO/WcXupF/HpFfrUkb+LtnsPCvmWy4R7bwABy7ZqeeegqeTOYDW4YWdXKUyH5dGF2GsssqVoek2OX+z63334WyyxuaWqG9nSz9Rt1e6k3E7ZTXdDZ365nynaZfY7u6n3O/E6bxV2yS9pr7tVYbUwluzTN+XVt3vlZ1dz+VnDB4lRzbW3Zfpdq7sEdHpWsukrWzJ7TYXBtx4+3PPnPB/39HGSW5y3ZpcB7DbBrrqurtz61qO5DzfV07dbnmJ0NAEDCoCxXztLhAJCOoBswMj0vX95RNFu7ft9fxTO2e16mvEfBDJYzB+ZLt1nWdiJA9V1Lbp+zwT3P0s6HNrcF1P2Eyq5T0/aHN8/ZigqN4Lxe29s0hpmE8DNhmiVVyrtVq+3tOlPacar6l0c+3VOA7TjVOQ+6G3t5N9o9kGE6sBg0wu8rd17FUuY4KNVcRzXXaSqbTfiNxadkWXM6g36hZ36XLCvuP2sY2lOtaiL6fMKy5bVc64Rlq+w4unrr9xdVgL0QJixHE5YzfcWDVNZQx725AQALJy3Uns1y5cn2/Lovd8KXP4vQvFuYzbLqAJCOoBsHveTe2zIy8if3KfB7/IUkk+m4xDnLlGNQ2X2EkbZZUn1yTI5ViQPsxjLljTZcu9b2po9+995OM5tQORmSdwvMO9VznZqeePjK1DEYRlaV8piCPpZA7kVj+W/TLMm2y/ruI1fK7bIkea+hctqy4kYmG5c1ZoU3QvVku5lMru3cZJntVPXgo1fG9W2nqkDtY6q3BOLAUpA1stPO6j5YlKyqxqr7VLJYWWGp6hZmN8LvZJ1u9UuWyVLki1jNdeb067NQM79LlqWxalUVx437tz1fV2/dKcvzNGFZqrluvG9y1jA0YdlNZQc79u3uzvaCjntz92rC8jRheallaccax9+oOqnHAOBg0W2GduCEH3MlGT77tjTxTUt+Ioz2a1H43WUmdjLcJswGgP4RdAMJ4b7dX+45oA5cR7I77x0IDCLPrsWBo5HJxqF0Wgjp2TX94KHm/b3dlLJWyYA4LfSeTRBuGFlVy2NNAXVr6Jzsv1tg3mu9JM+z9G8PX9n0R1ArmoGdFqj3OjPddarxR7d72wije52hnbZ/t+dacZnjVPVQtG+3Ey1BHr+JwTVlO9Wm8LtR1g/HqeqB716ZGoIDg8ryLNXcmkr2hEp289YjJWtCnmb2B+iSNamSNdnleFlj1bdVssozav9AqLmmrtpxu2ouvzMtVWkzubvVSQu/p+rZBN0HueQs6zRZw9BYtTqrmeDhsuI7Up9rlue3he8LEchPWPa87qU93/1hejXXbwvLG2VpxyYsTxXH12effEv1WYbsAOaGYwVyLH6vmW++E34sBr4jTf4/q+t45jPcZvlz4OAW1C0F9YVbUetAIejGkuDXq7NffhxAG8+15Nm1pvC7oZ+Z3920ht61PvbSboTaZmIJcd+ztOOhzfJcS5ZZCttJ+SNm49xkCN5pSfKktOC8Gyuagf34w1fKjcaUlBY0N5hmSbXaXlXKu+X3EG5P116/ep0Vbs/xsueZTE71RbTXOdBJ1shqT3VMfpfQuubWZHmWxmp74sC75tZSZwSWrEmNVd9IDbIbAXfNNbsGxjXX1Oadf35AQ+WSVdFYda9KVvqqNgiVrJrGqiWVLJax76TmOrI8T2PVScLtg1wy3K65btdQ2fI8Xb11W9/B81wvk96Y5d2PXvf3lqa/D3ONGdqDr+76S27FgYrla2/VU8UilMFg8pxAnrO0vi8Xm4XYX3u++vRrvrzSHAfTdhB+zDO/5smv8XsGsNACx1HgLJJ3As0hgu4uSqWSbr75Zv3yL/+y3v/+9+vCCy/Uvffeu9DDQlJjf23HCj8AzJsDEX67Tk1PPbQ59Q80hpFVrSWY9hP7d7cG475ndQ3LPc/StpaZ165T05MtS5K3BuKukx5QdeI4U/fJ88y+QujGDO7HHrmy6yzuuQy3W9s9UMuJpy173uD2eZ+AhWL5lq7eeeW0AZ3lWdq883+k7tudNbIqWRMqWZMquxVt3nm9LM+Kg+1G6F1z66q59eicjMaqb3Wd2d1QsspzPrs7nKF9Wxyml6wKoXeKmmtry/a7VXM7B1olqzbQQXjJqkchtd9W3uu+3JbnasuTDxB0H+TmI9RNm6k9u/Y6z/JO299baswkf3pR7+/d78zuCctJvVYMrnD5c3dRLH9uuoH+antNpstzDIufbQWymb097xZi9vZ8zcAObKn2T9aM+1pUs7f7DNj7Ccb9mie/5BCkT8OvOfInLPm1pRdyAgTdHdTrdV122WW655579IEPfEBXXnmlVq5cqRtuuEF/93d/t9DDO6j49Zr8yXH59ZQ/ArqO5EQ/7Y2M/Mn98quT4f+Z4Q3Mu7T9uDtpDa7taWZKe1GoPd+zFDzP0taWQHwpMDJZlRdwX2zXC5c4r8/RygDAIGiE2kmWb0Uh9tSbaCzfjoPtRrjdfI6tzTtvbJu1XbLKbUui11xTlmc3LWfeKfxuzNTea5b6Cq5rrqWaO/0bDrNGhn26W9Rcu2sQPlP9BM2z6aPiWNqy7f62kLqXpcyBhVKyrDl9Y0UyGG48DvfyDo+nzfyeyWzwuRhfL/qd2V1zvSX3e/Ji02k/7gOl7ga6btu46olwebGE3xXL72t2d9XyVe1Sf7rjGHzThc+2FahWSa/Tb3DN7O3Fyav7ciZnNgPbq4f7a8/3jPGZ8mu+/PFEuG1HH4Oon2Dc9mV94y3JHoyv04JxfNn3vCQ53CcsPQTdHdx9993693//d1133XXavHmzfvVXf1W33nqrzjrrLN1+++168803F3qIBw/Hkn3/ndPP2HZdWff/X8m2Zd3/D5LrEHYDi5jvWXr6oc3xsuKdlhhfitL25U6W9bpvd1LGyPUVXHuupUf+5dMLHjI7TpW9uXHQsDw7dVb3TGWNbNPM7ppbTw0bLN/R5p2fl+XZKlnlKPx2ovA7DLRLVkVlp6bNO/4qCq7N1JnaJasSB0RhcN97IG75TtRudUEC72S/sxlDuCT5+JzNxA5n6E8tcT4Xs7z7CdDDWdkTcTBesuraW6+2lbXvpe0wCxtzqrH3dq/Pq5kuRV5zXflz+NStua4sz9Oeak1lx0nZ3zucSZ6c5d06u3zCsrWvbva8rHnSdEE2S5IPlgnL1YTV/BxK249bCr8H9lSdeQmfw/C71BR+p5m0fL1R9TQZhceTlh8/ngumG/Q1u9tyA1ld6ltu+NGPmuWrVPVVIyAfCK4bfnQ87kg/+DdXae/P85zwo5ulMovbNQO55uBfRxrfkd6+357RrO/Alvbfa8/b/tkz0TRr25LMu0ypx1+Pppvx7dd8+SUvtc6imi2OgRTUHQV13hyNuUHQ3cEDDzygww47TOeee25clslktGnTJjmOowcffHABR7f0+fVa/DHjv0K4DsuZA+hZv3tvz0baUuOOU5XrWqqUd8u2y30v3e15pr77yJVdg+vkXt4HWq/7ewPoLgyz35SX8oaQcGb3TbI8p22Gdjh7utxS34lngVu+rc07vhDPGK+59bY3nUzNBp/aj7vmmvKjemF7VtzfWHWf9poT04bfU0H7vqawuWRVNVbdP20Y3ai315yM67Sek3ZuMvxtPO41VG7UK1k1VRxTV22/q6dZ7FLja9HcR7Jfy3O1Zds32sbWjzB8n5hRQF5zbW3Zdm9b/1u23ddUZnmuxqqT2luvzni2ePg8YT9upLM8T7+/dWvPz49uS4fPN8vzdfXWp7q+ZzM5y7shOQO85nq6ZuszsjwvDq7DILN7+J0Mshvt9TOLO9w3vN60/HjYb72tjTCQt7SnarJc+QHSKdROY3u+Pvvkm13rT1ie9tXdttnYjRna++ozn6U9YflRG54motC35ga6fltZtShcrrvBtOH4TFUsX/vmaP/utJndNWsqzE4+tl3pru2mbLe9XqtObWBwtQbbgzyLOxluD/J1HPRmM2s7MWs6NdS2A1l3l9NnVtv+wM6g7ne/cL/myq8tjt85l5LA9hTYvBkTc4OgO0WlUtErr7yik08+WYZhNB37mZ/5GUnSj370o4UY2oIK6nX5kxMK6nO7DGIy1ParZfmTJckyp/bdbvwD2sikL18OAHOg3723Z8swcqq0zMD2PFPfmyasno0DtZd3GvsA7u8NHEzCMPt/dX19aix13l5mdjhjynSzsi3f0VU7vjhtW2G9/x0vY16yKtprTmisuq9t/+ap+n+b2Oe7qopT11U7vhIHyDXXigLx5lC74tR11favxn0l61Ucs62s28ztqXrj2muW4/83guhGWbJdX40Z7Zm4Xto1xtfquW3B9VwsWZ4My2uuoy3b7mlaLjycHTuhvfVK08zs1rJuwmusx9fRCL9nuiw5+3EDzdL2Jk/O9rY8X9ds/UH8ea+zt3udxT1h2So7rq7duqsphLc8X9du/VFbG412r936I5Yrn4WsobZZ23Pfh6EJy1Pd9VV3A332ybdle0Ecaodle+MgeibLo9ddX/9z22TPYXZydnfZ8vVW1VM58Xm5jxC4YvmqO4Fu216PZ2z3u6x5UtrM7mRZt5nftqs49O52zHHDD0mqW74mqr7qifGmlR0ophWoXPVlJgLbtLJeWVagSjWQFZ1rWVOPpzuvXvdVrXavn2zPtgLVqjObRd1tmfJknW7He5nlPSgIt9HEDmTeXelrH+2B1W9I32d9gnFg/uUWegCL0VtvvaUgCLRmzZq2Y8uXL9fIyIjGxsa6tmGa0/9hcbHIe+E/ZpxsNnzsOjKyOQWJkN/JZpW3LbkP3Kfch8+XYxjt58WP3bY2jCBQ4LlxmZPNhfUcR4YCNX6EGkEg+5//SYXzPhZv82s0jrqOAs+TaWSUj2Z5B1I043vqh3CjtaljShwLywIFMhKlflQv+bYGP2o37r9TvaC9LIjLEuOKLqj5rRPNxxrVgyD+z1TQHyj1jwmdygJJxtTQp8bU1Ef7D+luwZTfcg2Bkm1MdRb4vZX5LWXBdOemXM/UwFOOJao07klT9T7uZ69lnX4dTPuDbr99JY+ktddvH4lbNvX/Hq9rdtfT/nVvPI+C5Nc95bmVPNZ6FWn1g5Z2k331em7TczZl7K3hRvo1JK8/eresb+rfHv19ve+DNyvtlaGX+578mjU9v3v8WvRbP21MfX/PJL9X1V4W1k18zRJN+SkrfKSVBV3Kkl2l1UvtY4b3rqmvOfg+munXOFCH+++nlTVeb6e+GH2/Vqd8z3T/vuj/e7Hr92di7PEM5eT1KH1MnV9T+htn8uvuRz/LE7Xir3t7vdYyX0r8ltSpvZm1MVXP9G05vttxTA1ZI6P99cmW51nn17mqY8qTr2t2fkU3bfhk07GpXsLPTdNU1a03Bcj762UFQSDLd3TNzn/QTRs+oawRvkfXTzyfG9cW1rtDN224UEb0Xl7Ld3XNzjv05+/5uIpBNu7bNM2m6wjPvUs3bbhA1+y8Wzdt+O9xX14QxGXxK3V0quW5cn2vaUxZw9D+eiU6d+p5EgSB9tcr8hTI9lz5CpRpee1v3IvkOBtqQfMfSpYZOVWjNwT4vh/3FQR+3Ible7p2x3268T3nK2tk5Pu+qp6ta7bfpxvf8xFljYyKgRH3F4692nxvEtfYPNbpf4fMZbLaXZlIvdbG9U5XlnZPOr7W9fS6GHQ5NrdlrWNvL0u+frSPb+qc3n5f7/Y7x0zL0sbfydQ1dXsd7TBOP3yt6jSmXr/uad8/zfe695/bvb9WT/1sbPx/6sfrdK/Rne9n67GMYWh/3VQ9+nf3UOA3/Q6ay2S0u1JVEEjJ9+qbphm3lbw/U6+9ftPvWr08j5uP+22fh/WT5eFzfLrn0/TfM537bX7eBUo+n6baUOI+pJ2Z/lxoLwuazg/bS/tXftrzM6xne0GH19b0+lL4NR6rWApktL2iTl3j1FwWy/M1NdHbiMoCub6vocBpqhsEgWpR2BUey0qSMoY0Xnc0bHgtZa6GDTcuax5Dru3zXMbQGxVXja9MIbBVc3O6ZXtVV501onxgq+6G5+UT6wNbQU5edA9a2687gfzomB8dM92cshlDeyuuClmpYLjyg/ay5nvX/GdR07Tbjpmm3fTYjx77gR99no+/Zq2CxLFkPcvN61s7HP239+RlBKa8IC/HM3T/DlsfSZRJUtZIT1WnO96N7eb16HZPHzwrKwVOXPbYdk8fiMoa48300L7j5vXENl8/996MgsCR4+aj63fie2CktOO6eQWBoR3bXJ31XzMd67vOVHuek9f3n/S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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -13241,15 +13728,119 @@ } ], "source": [ - "sns.catplot(kind = 'bar', data = dfConfirmdCaseDiff, x = 'Date', y = 'Cases', aspect = 4)\n", - "plt.title('Daily Infection Cases')" + "\n", + "# Convert the \"Date\" column to datetime format\n", + "NGConfirmdCase_transposed['Date'] = pd.to_datetime(NGConfirmdCase_transposed['Date'])\n", + "\n", + "# Set the size of the plot\n", + "plt.figure(figsize=(18, 6))\n", + "\n", + "# Create the line plot\n", + "sns.lineplot(x=\"Date\", y=NGConfirmdCase_transposed['Cases'].diff(), data=NGConfirmdCase_transposed)\n", + "\n", + "# Set labels and title\n", + "plt.xlabel(\"Date\")\n", + "plt.ylabel(\"Cases\")\n", + "plt.title(\"Daily Infection rate\")\n", + "\n", + "# Rotate the x-axis labels by 90 degrees for better visibility\n", + "plt.xticks(rotation=90)\n", + "\n", + "# Set the desired starting point for the date locator (e.g., '2023-03-01')\n", + "start_date = '2023-03-01'\n", + "\n", + "# Convert the start_date to a matplotlib date format\n", + "start_date = mdates.datestr2num(start_date)\n", + "\n", + "# Calculate the number of days since the start_date for all data points\n", + "days_since_start = NGConfirmdCase_transposed['Date'].apply(lambda date: mdates.date2num(date) - start_date)\n", + "\n", + "# Create the major tick positions based on the number of days\n", + "major_tick_positions = days_since_start.tolist()\n", + "\n", + "# Set the major tick positions and format the major ticks with the desired date format\n", + "date_formatter = mdates.DateFormatter('%Y-%m-%d') # Format as desired, e.g., '%Y-%m-%d'\n", + "plt.gca().xaxis.set_major_locator(mdates.DayLocator(interval=28)) # Display major ticks every 7 days\n", + "plt.gca().xaxis.set_major_formatter(date_formatter)\n", + "\n", + "# Find the highest daily infection rate and its date\n", + "max_daily_infections = NGConfirmdCase_transposed['Cases'].diff().max()\n", + "max_daily_infections_date = NGConfirmdCase_transposed.loc[NGConfirmdCase_transposed['Cases'].diff().idxmax(), 'Date']\n", + "# Add a vertical line to highlight the date with the highest daily infection rate\n", + "plt.axvline(x=max_daily_infections_date, color='red', linestyle='--', label=f'Highest Daily Infection Rate: {max_daily_infections:.0f}\\n\\nDate {max_daily_infections_date.strftime(\"%Y-%m-%d\")}')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2eb2ff60", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Date datetime64[ns]\n", + "Cases int32\n", + "dtype: object" + ] + }, + "execution_count": 152, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e20154a7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "6158.0" + ] + }, + "execution_count": 184, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "max_daily_infections" ] }, { "cell_type": "code", - "execution_count": 150, - "id": "4bf8cb96", + "execution_count": null, + "id": "2ab49f90", "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Timestamp('2021-12-22 00:00:00')" + ] + }, + "execution_count": 185, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "max_daily_infections_date" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "75a34937", + "metadata": { + "scrolled": true + }, "outputs": [ { "data": { @@ -13279,27 +13870,27 @@ " \n", " \n", " 0\n", - " 2/28/20\n", + " NaT\n", " NaN\n", " \n", " \n", " 1\n", - " 2/29/20\n", + " 1 days\n", " 0\n", " \n", " \n", " 2\n", - " 3/1/20\n", + " 1 days\n", " 0\n", " \n", " \n", " 3\n", - " 3/2/20\n", + " 1 days\n", " 0\n", " \n", " \n", " 4\n", - " 3/3/20\n", + " 1 days\n", " 0\n", " \n", " \n", @@ -13309,27 +13900,27 @@ " \n", " \n", " 1101\n", - " 3/5/23\n", + " 1 days\n", " 0\n", " \n", " \n", " 1102\n", - " 3/6/23\n", + " 1 days\n", " 0\n", " \n", " \n", " 1103\n", - " 3/7/23\n", + " 1 days\n", " 0\n", " \n", " \n", " 1104\n", - " 3/8/23\n", + " 1 days\n", " 0\n", " \n", " \n", " 1105\n", - " 3/9/23\n", + " 1 days\n", " 0\n", " \n", " \n", @@ -13338,23 +13929,23 @@ "" ], "text/plain": [ - " Date Cases\n", - "0 2/28/20 NaN\n", - "1 2/29/20 0\n", - "2 3/1/20 0\n", - "3 3/2/20 0\n", - "4 3/3/20 0\n", - "... ... ...\n", - "1101 3/5/23 0\n", - "1102 3/6/23 0\n", - "1103 3/7/23 0\n", - "1104 3/8/23 0\n", - "1105 3/9/23 0\n", + " Date Cases\n", + "0 NaT NaN\n", + "1 1 days 0\n", + "2 1 days 0\n", + "3 1 days 0\n", + "4 1 days 0\n", + "... ... ...\n", + "1101 1 days 0\n", + "1102 1 days 0\n", + "1103 1 days 0\n", + "1104 1 days 0\n", + "1105 1 days 0\n", "\n", "[1106 rows x 2 columns]" ] }, - "execution_count": 150, + "execution_count": 177, "metadata": {}, "output_type": "execute_result" } @@ -13363,13 +13954,19 @@ "dfConfirmdCaseDiff" ] }, + { + "cell_type": "markdown", + "id": "b5cb1256", + "metadata": {}, + "source": [ + "# Maximum Infection Rate" + ] + }, { "cell_type": "code", - "execution_count": 151, - "id": "75a34937", - "metadata": { - "scrolled": true - }, + "execution_count": null, + "id": "412d0ca0", + "metadata": {}, "outputs": [ { "data": { @@ -13392,188 +13989,54 @@ " \n", " \n", " \n", - " Date\n", - " Cases\n", + " 1/22/20\n", + " 1/23/20\n", + " 1/24/20\n", + " 1/25/20\n", + " 1/26/20\n", + " 1/27/20\n", + " 1/28/20\n", + " 1/29/20\n", + " 1/30/20\n", + " 1/31/20\n", + " ...\n", + " 2/28/23\n", + " 3/1/23\n", + " 3/2/23\n", + " 3/3/23\n", + " 3/4/23\n", + " 3/5/23\n", + " 3/6/23\n", + " 3/7/23\n", + " 3/8/23\n", + " 3/9/23\n", " \n", - " \n", - " \n", " \n", - " 0\n", - " 2/28/20\n", - " NaN\n", + " Country/Region\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " 1\n", - " 2/29/20\n", - " 0\n", - " \n", - " \n", - " 2\n", - " 3/1/20\n", - " 0\n", - " \n", - " \n", - " 3\n", - " 3/2/20\n", - " 0\n", - " \n", - " \n", - " 4\n", - " 3/3/20\n", - " 0\n", - " \n", - " \n", - " ...\n", - " ...\n", - " ...\n", - " \n", - " \n", - " 1101\n", - " 3/5/23\n", - " 0\n", - " \n", - " \n", - " 1102\n", - " 3/6/23\n", - " 0\n", - " \n", - " \n", - " 1103\n", - " 3/7/23\n", - " 0\n", - " \n", - " \n", - " 1104\n", - " 3/8/23\n", - " 0\n", - " \n", - " \n", - " 1105\n", - " 3/9/23\n", - " 0\n", - " \n", - " \n", - "\n", - "

1106 rows × 2 columns

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States AffectedNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
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30Sokoto2284017117
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statesNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of DeathsregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
0Lagos26708243524037236South West13992000001.00.301.00.10.40
1FCT96272840669493North Central4865000000.90.400.90.60.20
2Kaduna4504579387748North West9227000000.90.800.40.60.40
3Plateau4262280394834North Central4766000000.40.800.30.50.30
4Oyo3788368337446South West8737000000.80.200.60.20.31
5Rivers3279232298760South South7763000000.90.600.90.10.11
6Edo2768522603113South South4705000000.80.100.50.40.31
7Ogun2382174217533South West5878000000.70.500.60.00.21
8Kano2032198177856North West14726000000.10.300.80.80.50
9Delta184357173749South South6303000000.70.210.60.50.41
10Ondo179362169041South West5185000000.50.100.60.30.31
11Katsina1405214116724North West8713000000.10.300.60.90.80
12Enugu137634132121South East4801000000.40.000.70.40.11
13Kwara1296171109431North Central3524000000.30.200.20.60.70
14Gombe116418395031North East3692000100.40.900.30.80.70
15Ebonyi109124103730South South3192000010.00.600.70.30.61
16Abia9802594510South East4190000000.60.100.90.20.01
17Osun9792093722South West5252000000.40.400.80.10.21
18Bauchi89710877514North East7270000000.20.800.20.80.80
19Borno7783770536North East6651000000.11.010.10.70.90
20Imo7346166112South East6018000010.90.000.90.40.01
21Benue5154446011North Central6376000000.50.700.40.30.50
22Bayelsa4975542121South South2606000000.60.100.50.20.71
23Ekiti405243756South West3593000000.30.500.80.10.41
24Akwa Ibom395443429South East6093000000.70.600.80.50.11
25Jigawa3865731811North West6435000000.00.700.50.90.80
26Niger3816930012North Central6260000000.60.300.10.80.80
27Adamawa3559623821North East4672000000.60.900.30.70.60
28Anambra299627419South East6050000001.00.601.00.00.11
29Sokoto2284017117North West5612000000.20.400.31.01.00
30Taraba203191777North East3387000000.80.900.00.70.90
31Yobe164331238North East3723000100.31.000.00.91.00
32Kebbi14351308North West4968000000.30.400.10.90.90
33Kogi5032North Central4970000000.20.500.40.30.60
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" + ], + "text/plain": [ + " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26708 2435 \n", + "1 FCT 9627 2840 \n", + "2 Kaduna 4504 579 \n", + "3 Plateau 4262 280 \n", + "4 Oyo 3788 368 \n", + "5 Rivers 3279 232 \n", + "6 Edo 2768 52 \n", + "7 Ogun 2382 174 \n", + "8 Kano 2032 198 \n", + "9 Delta 1843 57 \n", + "10 Ondo 1793 62 \n", + "11 Katsina 1405 214 \n", + "12 Enugu 1376 34 \n", + "13 Kwara 1296 171 \n", + "14 Gombe 1164 183 \n", + "15 Ebonyi 1091 24 \n", + "16 Abia 980 25 \n", + "17 Osun 979 20 \n", + "18 Bauchi 897 108 \n", + "19 Borno 778 37 \n", + "20 Imo 734 61 \n", + "21 Benue 515 44 \n", + "22 Bayelsa 497 55 \n", + "23 Ekiti 405 24 \n", + "24 Akwa Ibom 395 44 \n", + "25 Jigawa 386 57 \n", + "26 Niger 381 69 \n", + "27 Adamawa 355 96 \n", + "28 Anambra 299 6 \n", + "29 Sokoto 228 40 \n", + "30 Taraba 203 19 \n", + "31 Yobe 164 33 \n", + "32 Kebbi 143 5 \n", + "33 Kogi 5 0 \n", + "\n", + " No. Discharged No. of Deaths region Population \\\n", + "0 24037 236 South West 13992000 \n", + "1 6694 93 North Central 4865000 \n", + "2 3877 48 North West 9227000 \n", + "3 3948 34 North Central 4766000 \n", + "4 3374 46 South West 8737000 \n", + "5 2987 60 South South 7763000 \n", + "6 2603 113 South South 4705000 \n", + "7 2175 33 South West 5878000 \n", + "8 1778 56 North West 14726000 \n", + "9 1737 49 South South 6303000 \n", + "10 1690 41 South West 5185000 \n", + "11 1167 24 North West 8713000 \n", + "12 1321 21 South East 4801000 \n", + "13 1094 31 North Central 3524000 \n", + "14 950 31 North East 3692000 \n", + "15 1037 30 South South 3192000 \n", + "16 945 10 South East 4190000 \n", + "17 937 22 South West 5252000 \n", + "18 775 14 North East 7270000 \n", + "19 705 36 North East 6651000 \n", + "20 661 12 South East 6018000 \n", + "21 460 11 North Central 6376000 \n", + "22 421 21 South South 2606000 \n", + "23 375 6 South West 3593000 \n", + "24 342 9 South East 6093000 \n", + "25 318 11 North West 6435000 \n", + "26 300 12 North Central 6260000 \n", + "27 238 21 North East 4672000 \n", + "28 274 19 South East 6050000 \n", + "29 171 17 North West 5612000 \n", + "30 177 7 North East 3387000 \n", + "31 123 8 North East 3723000 \n", + "32 130 8 North West 4968000 \n", + "33 3 2 North Central 4970000 \n", + "\n", + " Overall CCVI Index Age Epidemiological Fragility Health System \\\n", + "0 0 0 1.0 0.3 0 \n", + "1 0 0 0.9 0.4 0 \n", + "2 0 0 0.9 0.8 0 \n", + "3 0 0 0.4 0.8 0 \n", + "4 0 0 0.8 0.2 0 \n", + "5 0 0 0.9 0.6 0 \n", + "6 0 0 0.8 0.1 0 \n", + "7 0 0 0.7 0.5 0 \n", + "8 0 0 0.1 0.3 0 \n", + "9 0 0 0.7 0.2 1 \n", + "10 0 0 0.5 0.1 0 \n", + "11 0 0 0.1 0.3 0 \n", + "12 0 0 0.4 0.0 0 \n", + "13 0 0 0.3 0.2 0 \n", + "14 1 0 0.4 0.9 0 \n", + "15 0 1 0.0 0.6 0 \n", + "16 0 0 0.6 0.1 0 \n", + "17 0 0 0.4 0.4 0 \n", + "18 0 0 0.2 0.8 0 \n", + "19 0 0 0.1 1.0 1 \n", + "20 0 1 0.9 0.0 0 \n", + "21 0 0 0.5 0.7 0 \n", + "22 0 0 0.6 0.1 0 \n", + "23 0 0 0.3 0.5 0 \n", + "24 0 0 0.7 0.6 0 \n", + "25 0 0 0.0 0.7 0 \n", + "26 0 0 0.6 0.3 0 \n", + "27 0 0 0.6 0.9 0 \n", + "28 0 0 1.0 0.6 0 \n", + "29 0 0 0.2 0.4 0 \n", + "30 0 0 0.8 0.9 0 \n", + "31 1 0 0.3 1.0 0 \n", + "32 0 0 0.3 0.4 0 \n", + "33 0 0 0.2 0.5 0 \n", + "\n", + " Population Density Socio-Economic Transport Availability Acute IHR \n", + "0 1.0 0.1 0.4 0 \n", + "1 0.9 0.6 0.2 0 \n", + "2 0.4 0.6 0.4 0 \n", + "3 0.3 0.5 0.3 0 \n", + "4 0.6 0.2 0.3 1 \n", + "5 0.9 0.1 0.1 1 \n", + "6 0.5 0.4 0.3 1 \n", + "7 0.6 0.0 0.2 1 \n", + "8 0.8 0.8 0.5 0 \n", + "9 0.6 0.5 0.4 1 \n", + "10 0.6 0.3 0.3 1 \n", + "11 0.6 0.9 0.8 0 \n", + "12 0.7 0.4 0.1 1 \n", + "13 0.2 0.6 0.7 0 \n", + "14 0.3 0.8 0.7 0 \n", + "15 0.7 0.3 0.6 1 \n", + "16 0.9 0.2 0.0 1 \n", + "17 0.8 0.1 0.2 1 \n", + "18 0.2 0.8 0.8 0 \n", + "19 0.1 0.7 0.9 0 \n", + "20 0.9 0.4 0.0 1 \n", + "21 0.4 0.3 0.5 0 \n", + "22 0.5 0.2 0.7 1 \n", + "23 0.8 0.1 0.4 1 \n", + "24 0.8 0.5 0.1 1 \n", + "25 0.5 0.9 0.8 0 \n", + "26 0.1 0.8 0.8 0 \n", + "27 0.3 0.7 0.6 0 \n", + "28 1.0 0.0 0.1 1 \n", + "29 0.3 1.0 1.0 0 \n", + "30 0.0 0.7 0.9 0 \n", + "31 0.0 0.9 1.0 0 \n", + "32 0.1 0.9 0.9 0 \n", + "33 0.4 0.3 0.6 0 " + ] + }, + "execution_count": 321, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df_Covidexternal.head()" + "merged_data" ] }, { "cell_type": "code", - "execution_count": 164, - "id": "cab35937", - "metadata": { - "collapsed": true - }, + "execution_count": null, + "id": "6e88ba99", + "metadata": {}, "outputs": [ { "data": { - "text/html": [ - "
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States AffectedNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26708243524037236
1FCT96272840669493
2Kaduna4504579387748
3Plateau4262280394834
4Oyo3788368337446
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" - ], "text/plain": [ - " States Affected No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", - "0 Lagos 26708 2435 \n", - "1 FCT 9627 2840 \n", - "2 Kaduna 4504 579 \n", - "3 Plateau 4262 280 \n", - "4 Oyo 3788 368 \n", - "\n", - " No. Discharged No. of Deaths \n", - "0 24037 236 \n", - "1 6694 93 \n", - "2 3877 48 \n", - "3 3948 34 \n", - "4 3374 46 " + "Text(0.5, 1.0, 'Regression Plot: Population Density vs. No. of Cases (Lab Confirmed)')" ] }, - "execution_count": 164, + "execution_count": 324, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "dfCovidNig.head()" + "#Use the merged_data to plot your regression plot and convert the cases column to log.\n", + "sns.regplot(x = merged_data['Population Density'], y = np.log(merged_data['No. of Cases (Lab Confirmed)']))\n", + "# Add labels and title\n", + "plt.xlabel('Population Density')\n", + "plt.ylabel('No. of Cases (Lab Confirmed)')\n", + "plt.title('Regression Plot: Population Density vs. No. of Cases (Lab Confirmed)')\n" ] }, { "cell_type": "code", - "execution_count": 165, + "execution_count": null, "id": "4b009630", "metadata": {}, "outputs": [], @@ -15159,7 +16966,7 @@ }, { "cell_type": "code", - "execution_count": 166, + "execution_count": null, "id": "d223abd6", "metadata": {}, "outputs": [ @@ -15391,7 +17198,7 @@ "7 0.8 0.8 0 " ] }, - "execution_count": 166, + "execution_count": 171, "metadata": {}, "output_type": "execute_result" } @@ -15402,7 +17209,7 @@ }, { "cell_type": "code", - "execution_count": 167, + "execution_count": null, "id": "73360281", "metadata": {}, "outputs": [], @@ -15412,7 +17219,7 @@ }, { "cell_type": "code", - "execution_count": 168, + "execution_count": null, "id": "014d42f2", "metadata": {}, "outputs": [ @@ -15644,7 +17451,7 @@ "9 0.8 0.8 0 " ] }, - "execution_count": 168, + "execution_count": 173, "metadata": {}, "output_type": "execute_result" } @@ -15655,18 +17462,7 @@ }, { "cell_type": "code", - "execution_count": 169, - "id": "2d1a94e0", - "metadata": {}, - "outputs": [], - "source": [ - "#change the column name to match the other dataset\n", - "dfCovidNig.rename(columns={'States Affected': 'states'}, inplace=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 170, + "execution_count": null, "id": "40068410", "metadata": {}, "outputs": [ @@ -16079,7 +17875,7 @@ "36 3 2 " ] }, - "execution_count": 170, + "execution_count": 175, "metadata": {}, "output_type": "execute_result" } @@ -16090,7 +17886,7 @@ }, { "cell_type": "code", - "execution_count": 171, + "execution_count": null, "id": "c2ff1fc5", "metadata": { "scrolled": true @@ -16102,7 +17898,7 @@ }, { "cell_type": "code", - "execution_count": 172, + "execution_count": null, "id": "987bd9e0", "metadata": {}, "outputs": [ @@ -16245,7 +18041,7 @@ "9 1737 49 " ] }, - "execution_count": 172, + "execution_count": 177, "metadata": {}, "output_type": "execute_result" } @@ -16256,7 +18052,7 @@ }, { "cell_type": "code", - "execution_count": 173, + "execution_count": null, "id": "ae7ade59", "metadata": {}, "outputs": [], @@ -16267,7 +18063,7 @@ }, { "cell_type": "code", - "execution_count": 174, + "execution_count": null, "id": "46c429f7", "metadata": {}, "outputs": [ @@ -16532,7 +18328,7 @@ "8 0.4 0.3 0.6 0 " ] }, - "execution_count": 174, + "execution_count": 179, "metadata": {}, "output_type": "execute_result" } @@ -16543,17 +18339,17 @@ }, { "cell_type": "code", - "execution_count": 175, + "execution_count": null, "id": "d11e897b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 175, + "execution_count": 180, "metadata": {}, "output_type": "execute_result" }, @@ -16580,7 +18376,7 @@ }, { "cell_type": "code", - "execution_count": 176, + "execution_count": null, "id": "3a2e4c07", "metadata": {}, "outputs": [], @@ -16590,7 +18386,7 @@ }, { "cell_type": "code", - "execution_count": 177, + "execution_count": null, "id": "6c845faf", "metadata": {}, "outputs": [ @@ -16822,7 +18618,7 @@ "36 0.1 0.4 1 " ] }, - "execution_count": 177, + "execution_count": 182, "metadata": {}, "output_type": "execute_result" } @@ -16833,7 +18629,7 @@ }, { "cell_type": "code", - "execution_count": 178, + "execution_count": null, "id": "20a92537", "metadata": {}, "outputs": [], @@ -16843,7 +18639,7 @@ }, { "cell_type": "code", - "execution_count": 179, + "execution_count": null, "id": "972a4d7c", "metadata": {}, "outputs": [ @@ -17131,7 +18927,7 @@ "9 1.0 0.0 0.1 1 " ] }, - "execution_count": 179, + "execution_count": 184, "metadata": {}, "output_type": "execute_result" } @@ -17150,7 +18946,7 @@ }, { "cell_type": "code", - "execution_count": 180, + "execution_count": null, "id": "3fb3f968", "metadata": {}, "outputs": [ @@ -17160,13 +18956,13 @@ "Text(0.5, 1.0, 'Regression Plot: Population Density vs. No. of Cases (Lab Confirmed)')" ] }, - "execution_count": 180, + "execution_count": 185, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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fZsWKFcyYMSPHH9+86tKlC+vWrUOn07Fz584c56CZLzI8PT155plnct2no6MjHTp0YOXKlfz999988cUXFucIK4rCli1bgIyhpuaL5XPnzhEUFERiYmKW8hEREURERLBjxw46duzI//73P6tNc/jss884cuQIsbGxTJkyhebNm1O6dOkH2oeiKEycODFb74FOp+P8+fOcP3+e5cuX88MPP+T7xbpWq2XMmDFs3749y+N6vZ6TJ09y8uRJgoODmTBhgtpzmR8SExM5fPgwkHERltdMnC4uLqxdu9biTQaj0ci4ceNYtWpVtucSEhJISEggNDSUNWvWMHv27GzDa7/++utsSWQSExNJTEzk3LlzBAcHM2XKlGw36hRFYdq0aSxevBhFUdTHdTodoaGhhIaGsmLFCiZNmpQtCLDmMWweTv/ss88+0HZ5FR8fz6effsrp06ezPRcTE8OBAwc4cOAAmzdv5ueff87xemPt2rX8/vvvWa7XLl26xKVLl1i1ahXTpk2zGDzlxBrHFuTPNdDhw4cZNWpUliBSp9Op1xfmm6j5bfTo0ezYsUP9+9q1a1SoUCFLmfj4eN5++22uXbumPqbVatm/fz+HDh1iwoQJGAwGRo4ciVarVcuEh4fz559/cujQIRYsWJDt/YuMjOTTTz/lwoULWR6Pjo5mx44d7NixgxdffJERI0ZkuxmQ03f6ypUr/Pzzz+zdu1eNPXLz7LPPcuXKFVauXPl4BXknT57kwIEDANSoUSPbj0dISAgjR47EZDJRrVo13nnnHerWrYtGo+HUqVPMnj2by5cvM2LECH799dcsJ6f09HQ1wHNxcWHQoEF06NABJycnDh8+zPTp0/njjz/u27O0du1avL29GTVqFAEBAVy4cEGdAGoymfj88885cuQI9vb2vPbaa3Tu3JlSpUoRHR3Nhg0bWLp0Kfv37+err75iwoQJ6uuFhYUxbtw4TCYTzZo1o3///lSoUAGTycSZM2eYNm0at27dYtKkSbRs2ZKyZcs+0na5OXPmDMOGDUOr1VK8eHEGDRrEM888g6urK+fPn2f27NnqvB17e/sc07X+73//w97enqFDh9K2bVtcXV05efIkEydOJDw8XM382Lx58/vW6WHduXNHDVTzml1z165djB07FpPJROnSpXnvvfdo0qQJDg4OnDx5kl9//ZVr164xceJEXFxc1LtPI0aMYNiwYbz66quEh4fTqVMnvvjiCyDrsIOyZcvi5OSUp1Tkj+rs2bPqvytXrqz+OzExkSFDhnDr1i31WO3SpQs+Pj7cuXOH5cuXs2HDBg4dOsSwYcOYNm2axbuTCxcuJC0tjdatWzNgwADKlCnDxYsXmTp1KhcuXGDmzJn4+fll6RW3Zlu/+eYbFEWhVq1aDBo0iGrVquHs7Ex4eDjr1q1j1apVaLXaLCfS+vXr8/fffzN//nzmz58P/Juk5N5EHZYEBwczffp0IGNI27vvvkvdunUxGo0cPnyYX3/9lcjISEaNGoWbm5vF4DIpKYlvv/1WTZDToEEDjEYjO3bs4JdffkGr1TJx4kTatGmjzk2wlvLly+Ph4UFSUhInT57M8lx0dDSDBw8mNjZWPTc8/fTTuLm5cf36dRYvXszu3bv57bffcHd3580337T4Gg9zbpg+fTqXLl3CxcWFDz/8kBYtWlC8eHGio6NZvXo1y5Yt4+rVq0yfPl2dj5uT/v3788YbbzB06FBOnjxJvXr1mDJlCpAx19fOzg5/f3/CwsLYsmXLfYO8Dh065OlY6dy5MytXriQlJYX9+/db7Pk7fvw4ERERannIuLAePXo0iYmJlC9fng8//JCnnnoKFxcXbt68yZw5czh06BBbt27lmWee4YUXXrhvXR6Gl5cXX3zxBZ9//jkpKSl88803TJ069YFGZPz8889qgFevXj3eeecdatSoQVpaGnv27GH27NnEx8czdOhQ5s2bR/Xq1fOt/pkv/lq3bs0bb7xBpUqVSExMZOvWrcyfP5+7d+/y4YcfsnDhQnx9fdXzQ3h4uHpB+8UXX9CpUyeAPCXzOnPmjHoD6EFT9+d0Eb506VL1HNa+fXtee+01ypQpg9Fo5MaNGyxatIhDhw4RHh7OrFmz+Oqrr9Rtt2zZogZ4ffr04cUXX8TX15fk5GT279/P9OnTSUlJYezYsQQHB2cJuGbPns2iRYvU97Bv375UrlyZ1NRU9u3bx6xZs7h9+zZBQUEsWrRIPV9Z8xi+evWqerMyP2/eZfb1119z+vRp7O3tefvtt+nQoQM+Pj5qUDxnzhxu3LhBSEgImzZtyjG79uLFi/H29uajjz6iRYsWpKens2nTJubOnUtERASffPIJv//+e449ofeyxrH1sNdA9xo5ciRubm588skntGjRAnt7ew4ePMjkyZNJTExk3rx5PPfcc1SqVAl/f3/1d7dt27YA9OvXj379+gHkOvw0s9jYWDWQGjhwIEajkaNHj2a5/gGYO3cuOp2ON998k27duuHi4sKuXbuYPHkyBoOB77//noSEBMqVK8eHH35I7dq1iY2NZfbs2Wzfvp1bt26xYsUK3n77bXWf5jjj2rVruLi40K9fP9q3b4+Xlxd37txh5cqVrF27lnXr1uHs7Mznn3+erU7m7/QzzzzDwIEDKVu2LLdv3+a3337L85Sj5s2bM3v2bG7evMmFCxfynEH1oW8NKopCampqtv9SUlKIiori9OnT/PrrrwwZMgSj0Yi9vT2ffvppln0YjUa+++47TCYTTz31FPPmzePZZ5/Fx8eHkiVL0q5dO+bMmUO1atUwGAyMGzcuy/bmzHEajYaffvqJN998E39/f0qWLMkLL7zAnDlz8PLyynJnKidfffUVzzzzDN7e3rRo0YKnnnoKyLjzceTIESDjImbIkCFUq1aN4sWLU7VqVYYMGaJefOzdu5ddu3ap+9y7dy96vZ5ixYoxfvx4GjZsiI+PD76+vrRr147JkydjZ2eHwWDIcofiYbfLzYQJE9Bqtbi7uzNnzhx69+5NmTJl8PLyonnz5sycOVO9+FqwYEGW3tfMdDodU6dOpW/fvpQtW5YSJUrQtm1bJkyYoJa5945qflIUhRkzZqh/t2/f/r7b6HQ6xo8fj8lkwt/fn/nz59OlSxc1q1O7du2YO3eueuExadIk4uPjgYyTkKura5aeQ1dX1yyPAfzyyy8sX76cX375JR9bm5152CJkXJxlviu+YMECbt26BWQMPRoyZAhVq1alePHiBAQEMHr0aPUO27Fjx3IcVpqWlsZzzz3HTz/9REBAAF5eXjRt2pSZM2eqd8KnT5+e5U6YtSxatAhFUShRogRTp06lVatW+Pv74+3tTUBAAMOHD1d/jO7cucONGzeAfz+nzEGs+XO734V7XFyc+jmaz0vt2rWjZMmS+Pr60rVrV3777Td8fX0xmUzZeurM9Ho9Pj4+zJs3j44dO+Lj44Ofnx+vvfYaH330EZDRa2q+CWZt5htssbGxWR6fPn06sbGxeHh4MHfuXHr37k3ZsmXx8vKifv36jB8/Xg2IZs6cSXR0tMX9P8y5YefOnQC8/fbb9OnThwoVKqjn1k8//VQNiLZv337fxc0dHR1xdXVV77Zn/q7a29uj0WjUi8wjR46oiQAyO3funHoMmV/7furWrUv58uUB1EyN9zI/Xrp0afWi7erVq1y/fh2AUaNG8eyzz+Lv70+JEiWoV68eEyZMUPdr7gW0lrZt26oBjrn3NK+uXLnC0qVLAWjVqhUzZsygWbNmlChRgjJlytCnTx9mzpyJq6srWq2W77//Pt/qvX//fvU3sGfPnowfP5769evj5eVFhQoVGDhwIBMnTsTe3l7tqYR/j43MF93mc33mYyg35nMt5P1mY25MJhOLFy8GMoaWf/fdd9StW1c9bzRt2pTJkyer5+B7zxvm96Fx48Z8+umn1KhRAy8vLzUjo3l915s3b3L+/Hl1O/PFJkCvXr0YP348DRo0UJN69OrVizlz5qg31ubOnatua81j2Nw+e3t7qyRcuXr1Kvv27QMyhvC///77VKtWTT12nn/+eaZNm6b+XuR2nnZzc2PWrFl07dqVkiVLUrZsWQYOHMh///tfIOM9fpDvVH4fW49yDXQve3t75syZQ/fu3fHz88PHx4euXbuqbTWZTOqxaE4ml3m4qoODg/rYg2SKDAwMZNSoUZQpU4by5ctbDEK1Wi0ffvghQUFBVKxYET8/P3r37q2e9yMiIvD09GTWrFk888wzeHl5UaVKFf73v/+p08ruHbG3cOFCrl27hoODA9OmTWPAgAFUrFhRva4aNWqUel31559/cvHiRXXbqKgo9eZJmzZtGD9+PIGBgXh5eVG7dm3Gjx+fp2tYyLgWMb9f+/fvz/P79tBBXnh4OG3bts32X7t27ejSpQsDBw5k3rx5pKWl4ePjw8SJE7Ot8XDw4EHu3LkDwEcffWTxLoerq6s6ROjixYucOXNGfc48N+rZZ5+1OB62dOnSeRpWltOdeMj40IBc12fp0qULtWrVAlAnygJqF6zRaLT4hSlfvjyTJk1i/vz56hyQR9kuJxcvXiQ0NBTIuNttadiAg4MDI0eOxN7eXl200pImTZpYnEdUvXp1dV2hB50nl5lWq8124yA5OZnw8HB2795NUFCQ+mNRt27dPGXYO3DggHoXPSgoCG9v72xl3N3d1XUc09LSclxs2ppyunGSkJDAlStXWLZsGf3791ePiffff1/9zphMJjVoe/rpp3PMoDhgwAD1R8N8bN/L2dmZYcOGZbuT7+rqyocffghkDGUx3/ywpnr16tGtWzcGDhyYY29X5judOf0wPYjNmzerk5uHDx9ucaJ4qVKl1GxgERERaga0e/Xs2dNivTPPUTGfA63N/EObebh2UlKS+n3q3bt3tuEvZkOGDMHe3h6dTpdtOJjZw5wbzENw7w08zQYNGsTPP//MwoUL82W4ojlwMxqNFm9GmXvxypUrZ3Hu6f32u2/fvmxrWWW+GdepUyf1e5V5+LGl9js5OfG///2PmTNn8uWXX+a5Lg/rs88+w8fHB4Bp06bl+bhcs2YNJpMJe3t7vvjiC4sXblWrVlXv3oeGhnLu3Ll8qbP5Dnnx4sUZOnSoxTJNmjRRh0Rv3749x2PtQSUnJ6v/zo+e+NTUVLp3787zzz9P//79Lfak2tvbU69ePYAsw6Lh3+MpMTHR4k2njh07Mn78eH7//fcsw/9WrlyJ0WjE2dlZPb/fq2LFiuqc5XXr1qn7t+YxbL5mKV++vFWWSTKZTPTt25dnn32WV155xWIZPz8/daRUbr8tb7/9tsVzZ6dOndRz4rp16/Jct/w+tvLzGui5556zOHqsRYsWakD8KNeAOckt74WZs7OzxaGmmWOPbt26ZZuq4uDgoF7DZ16CR1EUdchwx44dc/xN6NevnzrXNfOwzL///lu9GT506NBsv2EajYb//Oc/ebqp5ODgoF67mb8beWG14Zru7u60atWKZs2a8eyzz1oM4I4ePar+u2rVqjlmjalZsyYajQZFUThx4gSBgYHcvHmT27dvA1icq2fWvn37LHeSLalWrZrFC4iUlBR1DG6tWrVyzWpTp04dzp8/z8mTJ1EUBY1Gox5YOp2Ofv360bNnT1q2bMlTTz2lHqyWgsuH3S4nmd/n3Ma2+/n5UbduXY4fP87x48ctlsktUUTJkiUJCwvLNt77QeR1HZyAgAB++OGHPF34mdvv6OiY6wTwunXrUrp0acLDwzl27Bh9+/bNU13yi/nGyf1oNBr69euXZemIy5cvq3MicvuM7ezs6NChA3PmzOHKlSvEx8dnW5umWbNmOf6wNG/eHGdnZ7RaLYcPH+bpp5++f8Mewf3mR969ezfLnbP79fbkhTl4LV26dK53kNu1a4eDgwMGg4Fjx45ZfN8DAwMtbps5+UFB9IgCFsf9nzp1Sr1Qq169eo7nOEdHR6pUqcKlS5eyDfc0e5hzQ/369dm3bx/Lly8nIiKCjh070qxZM/WYLFu2bJ6Go+dVhQoVqF27NqGhoWzZsoXevXurz5lMJrZu3Qqg9mrl1QsvvMCsWbPQarX8/fffWYZ1HThwQA2sMz9euXJlihcvTkJCAqNHj+bo0aO0bt2aBg0aqBe1BZky3tPTkxEjRvDpp5+SmprKN998wy+//HLfCyvz+bVu3bq5Dlfv2LGj2kN+7NgxdbTMozh27BiQcWMrt6FwHTt2ZNWqVZhMJk6ePJkvy29kvjDLj4y17u7uua57ajKZuHz5snqxfu+5rkGDBuzZs4eLFy/Sv39/unXrlmU6h4uLi8XfP/N7aB76ltM5wHwuS0lJ4fLly9SqVcuqx7C5h/BB5rI9iGrVquV4YwAyhumdPXtWPT/n9tuS22/uM888Q2hoKNeuXbP4e2tJfh9b+XkNlNNvmqOjI56ensTExDzSNWBOckpQmFn16tUtDgHNPJ87p2GO5nwamW9cXLt2Tb15UbNmzVxjgICAAPbs2ZPl99F8LVGhQgV1Xdd7lSpViqeeeipPgVvlypW5fPmy+t3Ii4cO8u7NImgwGLhz5w7Lli3jzz//JDk5Gb1eT+vWrXM8+Wa+U5jXH1XzCS7ztjndfYaMzHLu7u5Z7ozcK6cL2rCwMPWL/ccff+S4+HtmKSkpJCcn4+HhQUBAAK+++ip//PEHMTExzJo1i1mzZuHl5UWTJk1o2bIlrVu3znZX4WG3y4n5PXN2dr7vBVPlypU5fvx4jktd5HaCMn+58jI89kHY2dnh6uqKt7c3tWrVUnuN89rVb26/ed5cbipXrkx4ePhjtdSHo6Mj7u7ulC1bljp16tCtW7dsCQTMbQSyjVO/V+bnIyMjs32muU3ydnBwoEyZMly7dq1AF51OSUkhJCSEK1eucPv2bW7fvs21a9eyTfbPj2PP3K77vY/mzIHXr1/P8XjJKVlI5uMw82R9azKfAzOfN8w3ygB1run95Oe54eOPP+bcuXPExsaye/dudu/erWZHbt68uVXWxurcuTOhoaGcPn1azYgLGT/I5qGoDzr/rUyZMtSvX5/jx4+zZcuWLMGceahmYGBglgtWZ2dnvvjiC0aNGoVOp+PPP//kzz//xNnZmfr169OiRQvatm1rMRu1tbRq1YouXbqwYcMGjh49SnBwMH369Ml1G/O5537fl7Jly6o3iDKfrx5WSkoKSUlJeXrtzM/n17k98/GeHyMIMouIiODIkSPcuHFDPd+ZM97m5JVXXmHnzp2cPn2aCxcu8NNPPwEZvdLNmjXjmWeeoVmzZtl+N83ngPPnz+fpJiNkvIe1atWy6jFsPg9bMyOr2cWLFzl16hQ3b97kzp073Lp1i1u3bmUJ7HL6bbG3t1eHpFpifk5RFCIiIvIU5OX3sZWf10C5JcCy1jUg5P77cr8ymTsDcpqzaKnDIHOcMXnyZCZPnnzfOmR+38zve27HB2QMyc1LkGf+LjzItVe+9eQ5ODhQsWJFPv/8c8qWLcuUKVPYtm0bERERTJs2zeKQp3uHteSFeZvMQ47u15Xv6uqaa5CX0/YPUz/zduYLqf/85z80atSIZcuWcfz4cXUI5tatW9m6dStOTk707t2bwYMHZzn5Pux2ubUjL+uTmMvklH73QcZQP4y8pq5+EPnZfmt6lOUXMh+r92tn5psulu5M3e/mgfn7ktt3Kr+YTCbmzp3LokWLsl3g2NvbU6tWLcqUKZPnual58SDHi/m9tNX3Ja8MBoP6w5D5Rs+jnIPv9TBtrVixIkuXLmX+/Pls3bqV6OhoTCYT586d49y5c/z2229Uq1aNkSNH5ngH+UE999xzTJ48GZ1Ox5YtW9RJ9n/99ReQMSrjfj/KlnTp0oXjx49z+PBh9Y59WlqaOpTX0hy/9u3bU6FCBRYsWMCePXtIS0tDq9Vy6NAhDh06xJQpU2jVqhVffPGFOpTS2v7zn/8QEhJCZGQk06dP5+mnn87xLjT8ezzkJU28i4uLOiT/UWU+Du/32pm/y/nx2pA1cMx8syQvzHkK7pWYmMiPP/7Itm3bsl0ou7i40LRpU7RarcXedBcXF2bOnMny5ctZu3YtV65cUetmnhPm7e1NUFBQlpsQj3oOsNYxbP6c7s1Ynp8uX77Mt99+m2UakFmJEiVo1KgRoaGhud4YcHFxybW3O/Oxl9dRG/l9bD1J14A5yUuSlvxeg+9Rvxvmm1D3i1FyCjxzKqfVajGZTHkayWaVT6tv376cPXuWrVu3cvr0acaOHWtxsrX5AunetTHyIvOF6v0uyB/2gj3zazzoul6ZtWnThjZt2pCQkEBISAhHjhzh0KFD3LlzB51Ox+LFi9Hr9dkS0zzsdvd6kMDFfGLNaxaoJ8GDtN/8BX3S2p/55Ha/dma+yLF0UrzfUAvz/vNyZy2zhxmWOHnyZLUHvUKFCrRu3Zpq1apRqVIlqlSpgouLC3v27MnXIO9hvi+P+wKvFy9eVN//zD1jmY/znNY3tLYSJUrwySef8PHHH3P+/HlCQkIICQnh+PHj6HQ6Ll++zEcffcTvv/+u9ro9CvPSCDt27GDr1q28/fbb6jBLePBePLP27dvz008/odVq2bZtG6+88gq7du0iPT0dBweHHOfJVq9enW+++QadTseJEycICQnh8OHDnD9/HkVR2L17N+Hh4fk2L/F+PDw8+PLLL/n4449JT09n7Nix/PrrrzmWd3V1JSkpKU/Bk/k7lR/fl8yB3f1e+37nvIdhziKZnp5OSEhIrsuL3Gv8+PEcPXqUhg0b8sEHH1C8eHEMBgNDhgxRsyc3aNCApk2bUqVKFSpWrEjFihWxt7dnypQpOQ6ZdnBw4LXXXuO1117j7t27HDp0SL1uSExMJDY2lq+//hpXV1d1yKqLiwspKSk5rq2bF9Y4hh9mmaQHcffuXd577z2SkpJwcHCgdevW1KlThypVqqiZIQHeeuutXIM8rVarTtGxJPOxl9eL+fw+torCNZA1ZA7OpkyZ8sBZXosXL86tW7fue02VlyUU4N/vxINkPrbaL8aIESPUbDXbt2/PkpDEzLzGS0JCwn1P0vfe1cp8pzVzJqJ7xcXFqdH0g8q8Bo2lRadzq58lxYsXp0OHDnzxxResWrWK3377TT2RrFy5MseL4Ifdzsw8VEKr1d53Mr05q2Z+XEw9LsxtMQfHuTGvr/KktT9zfTOvEWNJ5uctrYeV26Rpg8GgPp/5NTP/cOc0h+De9RnvJyIiguDgYCAjUcmyZcsYMmQInTt3JiAgQP0RetD93o+5Xfd7HzN/nx50XbGCljnrY+Y5zJnrnR/nuEeh0Wh46qmneOutt5g6dSqbN2/mrbfeAjIuPNauXZtvr2XuVbt48SJhYWGEhISQkpKCo6NjjsHY/bi5uanvrfmmgzmpTcuWLe97U8TJyYmmTZvy4YcfsmDBAtauXatmPL548WKWudXW1rJlSzWj6okTJ3KdqpDX78vt27fV829+fF/c3d3V4Uv3e+3M2aLz69zu6Oioft5nz57N8zwZ8zqN169f5++//1Yv/Ldt26YGeEFBQcycOZOBAwfSrl07qlSpogY7eR2+V6ZMGXr06MG3337L5s2bGTt2rNobYs6GCv9+Fvnx/c/PY9gcxFtrVM38+fNJSkrC3t6emTNn8sMPP9C3b19atGiR5Ri53+9L5lESlpiPC3t7+zwfe/l9bBWFayBryHyeul8yGUvfD/P29/v88prkyvxdcHFxyfPNEqsFee7u7lnmePz888/ZUm+b078bjcZc14o4fPgwrVu3plevXmpGtMqVK6sZgvbu3Zvjtnldg8ISc3pVgN27d+d6knv//ffp1KkTH330kVpu3LhxvPLKKzmu7xQYGKjOd9Dr9Wq2rIfdLif169dX/51bj0dERIQ6LrhOnTq57vNJYk5ko9frc8yCCHD69Gn1ZP0gmfUeB9WqVVOHWeb2GSuKoqatN6cBvtfBgwdznGS+f/9+dWJy5oWiM98dz+ki5NSpU7k34h6hoaHqfLXu3bvneEc3JCRE/fe989se5I6Xmfn7Eh4enmVNwnvt2rVLfZ8e5+MlMjJSzexWsWLFLJnG6tWrp/5YmHuyLElMTKRjx4689NJLTJs2LV/qFRoayjvvvEOHDh3UoWWZubm58dFHH6nDtfI6DyEvn3nLli3VuSV79uxRf0Natmz5SNnszMPgTpw4wd27dzl48GCWxzNbvXo1b7zxBi+99JLFeZl+fn5Zsh0W5BxYgE8++US90TljxowcezPM35dTp04RFRWV4/4yZzPNr++LOdPkvn37cr1bbn5tjUaTr79tr732GpBx3pkwYUKeAqHFixeryRx69OihntcyL8idU7ZHo9GoJkoxvy5k9BYFBQXRtWtXi1mT7e3ts6xRmflYMl+HnTt3Lte5kjNnzuTZZ5+lb9++6hBCax7D5mMvt2PqUZh/j2rUqJHjMXH79m01+M1t7rT5e26J+bz61FNPPVAvcn4eW0XhGsgaatSooQbKuf0+GgwGevbsSdeuXRk9erT6eMuWLYGMAPHSpUsWt01JScnztZH5u/AgN8msOvbjmWeeUe+KJicnM378+CzPt2rVSs0yN336dIvrFqWmpjJ16lT1rrl5XoadnZ26TsaOHTssZoOMj49n9uzZj9QG8xIF169fZ+HChRbLbNq0iePHjxMbG0vZsmXViwyj0cjNmzfZvXu3uvbSvczZO11cXNTx6g+7XU5q1aqlZjL77bffLO7TYDDw448/YjQa0Wg0vPTSS7nu80nyzDPPqFnfpk6dajHVc1pamjpR3dnZOVsiIPM49MyZlx4ndnZ26me2b98+NUvgvcxrvgA5fsZRUVEWj/Xk5GR1gfBKlSplyaaYuWfdUpAZHx+v9srlVeagLqc79Xv27MnSS3VvL2Lm+QN5/ey6dOmiDtP48ccfLd5Jjo2NVYMdb2/vXDOW2VJSUhIjR45U509+/PHHWYKgkiVLqnVft25dlgvIzKZNm0ZiYiJhYWF5ynKWF76+vpw5c4bExMQce4pu3bqljvLIbV5YZnn5rmYePrlnzx51vay8ro2Xk6ZNm+Lj44PBYGD8+PEYDAZ1eOi9XF1d1Z7EnNYQM5/n4f6T9/Obu7s7I0eOBDJ6rXO6k23+jTQajfzwww8We/Jv3LjB/PnzgYxM2rllYn0Q5tdOSEhQ18C714kTJ9Re4JYtW+br3MaAgAC1x/PQoUN89dVXuY6s2bhxo3pNUrp06SzZC/Nyvps+fXqWHjfzMe7q6kp4eDiRkZGsXLnSYsCr0+nU/WY+lsy/A7l9fteuXWPZsmVqQj3zvF5rHsPmeWkPOictr8zvd04ZwdPT07MMX80ty+Xs2bMt3mxftmyZuqB75mzYeZGfx1Z+XAMVRfb29lk+g5zWQV20aBG3b98mMjJS7RiCjFEz5tEG48ePt/ib9Msvv+S5t9r8XXiQaRVWH+D/ySefZOlhyNyz5uTkxLBhw4CMu+b9+vVj7dq1REREEB0dzd69e3n//ffVk8Sbb76ZJYJ988038fPzw2g08sknn/D7778TFhZGXFwcO3bsYODAgY+cxatHjx5qgDR9+nTGjBnDmTNnSEhI4OrVq8yYMYOxY8cCGXNLBg0apG772muv4ejoSHp6Oh999BFr167l5s2bxMfHc+HCBX788Ud1sv/LL7+sXpw87Ha5GT58OI6OjiQnJzNo0CCWL19OWFgY8fHxHD58mMGDB6t3s998880CTd1tbY6Ojnz++edAxgm9f//+bNy4kaioKGJjY9m1axcDBw5UF4j9+OOPswzVhX8zsJ44cYIbN24QHx+f5aQ/ePBgevXqxeDBgwuoVdn1799fHZr73//+l59//pkrV66QmJjI+fPn+fbbb9UgrV69erkuTzBjxgwmTJjA9evXiY+PZ//+/bz77rtcu3YNjUbDF198kWW4QLVq1dQf8BUrVjBz5kzu3LlDVFQUmzdvpn///sTFxT3Qncz69eurQzJnz57N8uXLuXPnDrGxsZw6dYoffviBYcOGZbnDeu9E6cy9Mhs2bCApKem+CWO8vLzUxcrPnTvHwIED+fvvv4mNjSU6Opq//vqL/v37Ex4ejkaj4auvvrLZ/AVLa0pGRkZy6tQpfvvtN1599VV1/s7bb79tccmLoUOH4u7ujsFgYOjQocyZM0c9xk+fPs2XX36pDrfPbb3QB+Xr68vzzz8PZKy1Nnr0aE6fPk1sbCx3795l69atDB06FEVRKFasmPpjez/mz/zKlStqEGnp4sgc0B0+fFhdJPdRlwSxt7dX22Q+n3bs2FFdPyqzdu3aqd+Zb7/9llmzZnH58mXi4+O5ceMGS5YsUZf/qVWrVrY767169aJXr15Z7hznt+bNm1tcdDizqlWrqr0Oe/bsYfDgwRw6dIj4+HjCw8P5888/GTRoECkpKTg5OfH1119n62192PPnM888o2aEXLFiBcOGDePkyZMkJCRw69Yt5s+fz5AhQzAajRQvXjzPGWQfxLBhw9QeRfOyHAsWLODs2bPExcURGRnJnj17+OyzzxgzZgxGoxF3d3d++OGHLHO0Ms/3GTVqFLt27SI6OpqIiAj27NlDUFCQuli6WeZpLuahzZcvX+bDDz9k37596rXUkSNH+Pjjj9WpLZmXDqlRo4b69759+3jvvffYv38/cXFx3Llzh9WrVzN48GBSUlLUdb3Mn9+jHsO5Mb+nN2/ezFNK/n379rF69er7/md+z8zvd3x8PJ999hmnTp0iPj6e27dvs3btWt56660sw0tzSsKh0WiIiorinXfeYdeuXcTGxnLjxg2mTJnCxIkTgYyetIe5gZRfx1Z+XAMVVQMGDFCHro4ePZpJkyZx6dIlEhISuHjxIuPGjWPGjBlARt6AzN8tDw8PhgwZAsDx48cZPHgwx44dU7cdPXo0y5cvz9O8U71erw47zzw6736snibHx8eHjz76SE28Mm7cOBo1aqSOt3722WcZOXIk48aNIyIigm+++cbifnr06KGuKm/m5ubG5MmT+fDDD4mNjbWY4vSVV15Rhy88TFYgJycnJk6cyPDhwzl16hQbN260uBiwj48PEyZMyHKXsFKlSowaNYr//e9/ubatVatWWYY0POx2uQkICGD8+PGMHDmS+Ph4fvrpJ/WujZlGo+Gtt97Kda2eJ1WbNm3473//yw8//EBYWBhjxozJVsbR0ZGgoCCLCXaaNWtGaGgokZGR9OrVC8gYvmIeBnHnzh3CwsLyPIHWGjw8PJg2bRqffvop165dY/HixdkuCiBjTanRo0fn+H2oV68ekZGRLFu2jGXLlmV5ztnZmdGjR6tDfDIbMWIEn3zyCVqtlrlz5zJ37lz1OUdHR/773/8yc+bMPN+Z9fLy4j//+Q/ff/896enp2Y5XyLioHjBgAAsXLsRgMGSbn9uoUSPs7e0xGo189913fPfdd7z44ot89dVXub52nz59SElJUS9azD+Qmbm5ufHll19afa3A3OQl5bmzszPvvvsub775psXny5Yty9SpUxk2bBjR0dHqki33qlOnDuPGjcvX5B+fffYZN2/eJDQ0lL/++ku9eZWZm5sb3333XZ57YJo2bcqWLVtITU2lf//+AIwZMybbRVZAQACVK1dWezfat2+fpwxu99O5c2eWLFmS5W9LHB0d+eGHHwgKCiI2NpY5c+YwZ86cbOXKly/PuHHjsj1uHpGRec1Faxg6dCiHDh3Kdc5WUFAQer2eP//8kxMnThAUFJStTMmSJfnf//5nsSf4Uc6fX3/9NaNHj+bvv/9m165d7Nq1K1uZChUq8N1331nlwtXFxYWpU6cyYcIE1q1bR1hYmHozzZKaNWsyZsyYbMvgtGjRgk6dOrFp0yZu376t3gDPzNPTk65du/L7778DGT3d5mHHL774ImfPnmXFihWcPn2aTz75JNv2dnZ2vPvuu7Rq1SrL4x9//DEGg4GVK1dy+vRpi+vVOjk5MXz4cHXIJzz6MZybZs2aARk9jCdOnMjyupZY+q2zpGnTpri6uvL222+zd+9erl69yuHDhzl8+HC2slWrVqVq1aps2bKFsLAwDAZDtt9NR0dH3nvvPfUceq86derw448/PtR5M7+OLXj0a6Ciqnjx4kydOpXPPvuM69evs3Tp0ixzWs0qVqzI5MmTs93I7tatG7GxscyYMYOTJ09mu76uUaMGNWrUYP369bnW49SpU2rHwv2+C5kVSC7U7t27s3HjRk6ePElERAS//PILn332mfr8Sy+9RJMmTVi2bBmHDx8mPDwcrVaLt7c3devWpUePHjRp0sTivqtWrcqyZctYtGgRu3fvJiwsDAcHBwIDA+nbty/VqlVTg7yH/QEvWbIks2bNYsuWLWzZsoVz586RkJCAs7OzmvGvd+/eFlPPv/DCC9SsWZPg4GCOHTtGeHg4RqOREiVKEBAQwAsvvGBxYdaH3S43LVq0YMWKFSxbtox9+/Zx+/ZtDAYDpUuXpmHDhvTo0YNatWo91Hv0JOjatSuNGjVi6dKlHDp0SO2JKV26NC1atKBHjx45rrk4YMAANeV6TEwMnp6eVpsr8CjKlSvH4sWLWbt2Ldu2bePy5cukpqbi4+NDjRo16NatG88880yu85Z8fX2ZMGECc+fOZefOncTFxeHr60vz5s15/fXXc1xrsXHjxixevJiFCxdy+PBhYmNj8fLyomHDhrz11ltUr16dmTNnPlB7unfvTvny5Vm6dCmnT58mMTERZ2dn/Pz8qF+/Pq+88grVq1fnxIkTHDt2jB07dqgX9pBx4h03bhxz5szh2rVr2NnZ5Tkt8oABA2jTpg3BwcEcOXKEyMhInJycKFOmDK1ataJ79+5qcqnHibOzM8WLF6dy5co0btyYzp0757pINWTM812+fDkrVqxgz549XLt2jZSUFNzd3alZsybPP/88nTt3zvdMd+7u7syaNYt169axbds2Ll26RFJSEsWKFcPf35+WLVvSp0+fBxpi9+KLLxIfH8/q1auJiIjA1dU1x3nLnTt3Vi+aHnWopln16tWpUaMGFy9epHz58rnOAatevTp//PEHwcHB7Nu3T+218PT0pFKlSrRr146XX345X4LPh+Xm5sbIkSMJCgrKcV6Qg4MDn3/+OZ06dWLFihWcOHGCmJgYXF1dKVeuHO3bt6dr166PNN8xJ8WKFWPcuHHs27ePdevWcfr0aeLj4/Hw8KBixYo8//zzvPDCC1bNgOvi4sLIkSN57bXX+Ouvvzh27Bi3bt0iOTkZe3t7SpYsSWBgIB06dKB169Y5fo++/vprGjduzLp167h8+TLp6em4ublRrlw5WrZsSc+ePXF1dWXVqlWkpaWxffv2LL1jw4cPp3Xr1qxZs4YzZ84QGxuLvb09Pj4+NGrUiJ49e1r8jXdwcOCLL76gc+fO6udnHtJXunRpmjZtSp8+fSz+PlrrGK5QoQJPPfUU586dY//+/Q90YZsXHh4ezJs3j0WLFvH3339z+/ZtjEYjnp6eVKlShY4dO6pram7ZsoX09HT2799vcWj+m2++SeXKlVm8eDEXLlxAURSqVKlC586ds8yNexj5dWzBo10DFWUVKlRgyZIlrF27lh07dnD58mUSExNxdXWlSpUqtG/fnh49euS4VEK/fv1o0qQJS5YsITQ0lNjYWPz8/Gjfvj0DBgxg6tSp963DgQMHgIxA/n7rgmamiY+Pt27KNBu7fv262n2auedFCJHVSy+9RFhY2COl0hbiSbJo0SKmTp1K2bJlWbVqla2rI4TIZP369YwdOxZfX1/Wrl1bIEuICPG4URSF7t27ExYWxqhRo+jWrVuet32ivzHffvstkydP5sSJEzmWOXfunPpvW6wBJYQQ4vFkHnpvKfulEMK2OnXqRNmyZYmMjMw1g6UQhVlISAhhYWH4+/s/8IiTJzrIu3XrFr///jtTpkyxmN42PT2dRYsWARnjXs1j14UQQhRtO3fu5MqVK9jb2z/QnVEhRMFwcHDg7bffBsh1rUYhCjNzboS33nrrgXOLFMicPGvp1KkTx44d48yZM3z++ef07duXChUqoNPpuHjxIr/99huXL19Go9FYnEgshBCi6Fi2bBk6nY6oqChWrFgBZMzFexznVgohMuaRBQcHc/DgQc6ePVuoMn8LcT8XL15k7969VK5c+aFuRj7RQV63bt04efIkGzZsYPfu3RYXeXRycuLzzz+ncePGNqihEEKIx8Xp06ezrOdVqlQpi5kghRCPBwcHB8aMGUO/fv2YPn16rtklhShsfvnlF+zs7Bg9erTFpXju54kermlu+KRJk2jXrh2+vr44ODjg4eFB1apV6du3L7///rsMxRFCCEGdOnXw8PDAzc2NVq1aMWvWLLy8vGxdLSFELmrUqME777xDSEgIO3bssHV1hCgQe/bsYf/+/fTr1++he7ALfXZNIYQQQgghhChKnuiePCGEEEIIIYQQWUmQJ4QQQgghhBCFiAR5QgghhBBCCFGISJAniqz09HSuXr1Kenq6ratS4KTtRbPtULTbL20vmm2Hot1+aXvRbLsQEuSJIs1oNNq6CjYjbS+6inL7pe1FV1Fuv7RdiKJHgjwhhBBCCCGEKEQkyBNCCCGEEEKIQkSCPCGEEEIIIYQoRCTIE0IIIYQQQohCRII8IYQQQgghhChEJMgTQgghhBBCiEJEgjwhhBBCCCGEKEQkyBNCCCGEEEKIQkSCPCGEEEIIUaiYFIWTsQYOxNlxMtaASVFsXSUhCpSDrSsghBBCCCFEftl1V8vk00lcjNeTrnfC5VoSNbzS+biOB23KONu6ekIUCOnJE0IIIYQQhcKuu1o+ORDHmVg9rg7g46Tg6gBnYvV8ciCOXXe1tq6iEAVCgjwhhBBCCPHEMykKk08nkaxT8He1o5iDBjsNFHPQ4O9qR7Iu43kZuimKAgnyhBBCCCHEE+9UjJ5LCQZKONuh0WiyPKfRaCjhbMelBAOnYvQ2qqEQBUeCPCGEEEII8cSL0ZrQmxSc7S0/72wPepNCjNZUsBUTwgYkyBNCCCGEEE+8ks52ONpp0BotP681gqOdhpLOcvkrCj85yoUQQgghxBOvbklHqhd3IE5rQrln3p2iKMRpTVQv7kDdko42qqEQBUeCPCGEEEII8cSz02j4uI4H7k4awlJNpBkUTAqkGRTCUk24O2U8b3fPfD0hCiMJ8oQQQgghRKHQpowzk1qUINDbkVQDROs0pBog0NuRSS1KyDp5osiQxdCFEEIIIUSh0aaMM638nQgJS+HC7QhqlitBE3836cETRYoEeUIIIYQQolCx02io5+2Ad4qJ8t4OEuCJIkeGawohhBBCCCFEISJBnhBCCCGEEEIUIhLkCSGEEEIIIUQhIkGeEEIIIYQQQhQiEuQJIYQQQgghRCEiQZ4QQgghhBBCFCKyhMIT7PLly8yZM4djx46RnJyMj48Pbdq04d1338XDw0Mt99JLLxEWFmZxH6tXr6ZMmTLq33v27GH+/PlcvXoVBwcHWrRowYcffoifn1+W7YxGI8uWLWP16tWEhYXh7e3N888/z4ABA3BxcclSNj4+ntmzZ7Nnzx7i4uIoX748r776Kt26dcvHd0MIIYQQQggBEuQ9sW7cuMHAgQNxcHCgZ8+elC5dmtOnT7N8+XJCQkKYN28erq6uJCcnExYWxtNPP81zzz2XbT8lSpRQ/71p0yZGjx5NrVq1eO+990hMTGTp0qUcO3aMhQsX4u3trZYdN24cq1at4tlnn6VPnz5cuHCBBQsWcP78eaZMmYLmn/Vo0tLSCAoK4sqVK7zyyitUqlSJbdu28c033xATE0P//v2t/2YJIYQQQghRhEiQ94QaP348BoOB+fPnU7lyZQBefvllatWqxYQJEwgODqZfv35cunQJgDZt2vDCCy/kuL+0tDQmTpxI1apVmTVrFs7OzgA0adKE9957j9mzZzN8+HAAQkNDWbVqFd27d+fLL79U9+Hn58fMmTPZtm0bHTt2BCA4OJgLFy4wduxYOnXqBED37t0ZOnQoc+bMoXPnztl6CYUQQgghhBAPT+bkPYG0Wi3Hjx+nfv36aoBn1rlzZwCOHTsGZAzpBKhSpUqu+9y7dy/x8fH07NlTDfAAGjRoQN26ddm0aRN6vR6ADRs2APD6669n2cfrr7+Oo6Mj69evVx/buHEjPj4+PP/88+pjdnZ2vPHGG+j1ejZt2vRAbRdCCCGEEELkTnrynkCOjo4sW7YMk8mU7bnY2FgA7O3tAdSevKpVqwKQmppKsWLF1OGUZqGhoQDUqVMn2z4DAwM5deoU169fp3r16oSGhuLu7k6lSpWylCtWrBhVqlThzJkzACQnJ3P9+nVatWqV7fUCAwMB1LJCCCGEEEKI/CFB3hPIzs6OsmXLWnxu4cKFADRq1AjICPLc3d35+eef2bZtG0lJSXh4ePDCCy/w4YcfUqxYMQAiIyMB8PX1zbZP82N3796levXqREZG5jjE0tfXlwsXLpCcnExkZCSKolgs6+7ujpubG3fv3n3A1gshhBBCCCFyI0FeIbJ+/XrWrVuHn58fPXr0wGQyceXKFdLT04mJiWHEiBEYjUb+/vtvgoODOXv2LDNnzsTR0ZHk5GQAXF1ds+3XnC0zLS0NyOihyynIzFw2t30CODs7q/vMTXp6+n3LPAydTpfl/0WJtL1oth2Kdvul7UWz7VC02y9tt17b780mLsTjRIK8QmLt2rV8//33FCtWjB9//BE3NzfS09MZNGgQrq6u9OzZUy37/PPPM378eIKDg1mzZg2vvPJKrvtWFAXI6EHM/HduZe8dnpkT8z5zc/fuXYxGY5729zAiIiKstu/HnbS96CrK7Ze2F11Fuf3S9vxlb29/33wHQtiSBHmFwKxZs5gzZw5ubm5MnDiRgIAAIOMO05tvvmlxm9dee43g4GAOHjzIK6+8ova2paen4+TklKWsVqsFUNfec3V1zbF3zfy4h4dHln3mVDbzGn05yUuZh6HT6YiIiMDPzy9bmws7aXvRbDsU7fZL24tm26Fot1/aXjTbLoQEeU8wg8HAN998w8aNGylVqhSTJk2iRo0aedrWvOZdamoq8G8gFRkZiaenZ5ay5jtg5rl5ZcqUyXEuXWRkJF5eXjg7O+Pv749Go1Hn+2WWnJxMamqqxTmA97L2cAgnJ6ciO+RC2l402w5Fu/3S9qLZdija7Ze2F822i6JLllB4QhmNRkaOHMnGjRupWrUq8+bNyxbg7du3j169erFkyZJs21+7dg2A8uXLA7lnuzxz5gzu7u7qsITatWuTmJjI7du3s5RLTU3l6tWr1K1bFwA3NzcqVarE2bNns+3TnM3TXFYIIYQQQgiRPyTIs6LY2Fi2bNnCggULmDRpEj/99BOzZs1i69atREdHP9K+f/31V3bu3ElgYCCzZs2ymMGySpUq3L59m+XLl5OSkqI+bjAYmDFjBgBdunQB4JlnnsHT05Pg4OAsE5SPHz/O6dOn6dKlizrPzryo+aJFi7K83tKlSzEYDOo+AV544QUiIiLYvHmz+pjJZGLJkiU4OTnx3HPPPdL7IIQQQgghhMhKhmvmM71ez4YNG1i1ahUXL15UE5FYSkhSu3ZtXnnlFZ5//vk8JyoBuHPnDosXL0aj0dC2bVv27t2brUyJEiVo3rw577zzDjNnzqRfv350794dgM2bN3P+/Hn69++v9qS5uLjw8ccfM3bsWAYNGkS3bt2IjY3l999/p0yZMvTv31/dd926denatSurVq0iMTGR5s2bc+bMGdasWUOrVq1o27atWvbVV1/lr7/+YuzYsVy4cIEKFSqwdetWQkJCGDJkCD4+PnlutxBCCCGEEOL+JMjLR9u3b2fq1KmEh4ejKAolSpSgevXqlCtXDnd3d4xGI3FxcURFRXHmzBlOnz5NaGgoCxYs4IMPPqB169Z5ep0DBw6o2SanT59usUy9evVo3rw5AwcOpEKFCixdupRff/0VOzs7qlatyjfffJOtF61r164UK1ZM7Xn08PCgdevWDB48WJ3DZ/bll19Srlw51q1bx+7du/H19WXAgAG8/fbbWQJWFxcXfv31V3755Rc2btxISkoKFStWZMyYMXTu3PlB3l4hhBBCCCFEHmji4+Nzzocv8iQ5OZlvvvmGnTt34uPjw0svvUT79u2pWrVqjtsYjUbOnj3Lli1b2LBhA6mpqXTo0IERI0bg5uZWgLUvutLT07l16xbly5cvchOype1Fs+1QtNsvbS+abYei3X5pe9FsuxDSk5cP3njjDdLT0xk+fDjdunXDweH+b6u9vT116tShTp06DB48mNWrVzN37lzeeustVqxYUQC1FkIIIYQQQhRGEuTlg+bNm/PRRx/h7u7+UNsXK1aM1157jRdeeCHH4ZdCCCGEEEIIkRcS5OWDL774Il/24+XlxciRI/NlX0IIIYQQQoiiSZZQEEIIIYQQQohCRII8IYQQQgghhChEZLhmPjCvP/cwNBoNq1atyr/KCCGEEEIIIYo0CfLyQVhYmMXHNRqNugj6gzwnhBBCCCGEEA9Lgrx8MGvWrCx/G41Gxo8fz/Xr13nllVdo3749ZcuWxcHBgcjISHbt2sWiRYt46qmnGDt2rI1qLYQQQgghhCiMJMjLB/Xq1cvy99KlS7l69Srjxo2jdevWWZ7z8vKiRo0aNGjQgI8++og1a9bw7rvvFmR1hRBCCCGEEIWYJF6xglWrVhEYGJgtwMuscePG1KtXj40bNxZgzYQQQgghhBCFnQR5VhAWFoafn999y5UoUYKYmJgCqJEQQgghhBCiqJAgzwpKlizJ2bNnMZlMOZZJT0/n5MmTlC5dugBrJoQQQgghhCjsJMizgmeeeYbw8HDGjRuHwWDI9nx6ejpjxowhLi6ODh062KCGQgghhBCFW5pRQauR9BOiaJIj3wrefvttduzYwerVq9m7dy/NmjVTh2/evXuX/fv3k5CQQKVKlejbt6+NayuEEEIIUXgYTAqxWhPRKSa0RlmuShRNEuRZQalSpZg+fTr/+9//OHPmDOvXr0ej0QCoa+M1a9aMr776Cnd3d1tWVQghhBCiUFAUhQSdQmy6CRMKEt6JokyCPCupXLky8+bN4+zZs4SEhBAZGYlGo8HX15fmzZtTo0YNW1dRCCGEEKJQSNabiE03oTNJaCcESJBndQEBAQQEBNi6GkIIIYQQhU6qwUSs1kS6QYI7ITKTIM/Kjh49yuHDhwkPDycgIIA+ffqwY8cO6tSpQ6lSpWxdPSGEEEKIJ47WmDHvLkWfcyZzIYoyCfKsJCIigpEjRxIaGprtuYULF3LlyhW++eYb2rRpY4PaCSGEEEI8efQmhTitiSSdSebcCZELWULBCpKTkxk8eDCnT5/G39+fHj16qAlXIGMdPZ1Ox5dffsnVq1dtWFMhhBBCiMef0aQQm27kVpKRRAnwhLgvCfKsYMmSJdy+fZvu3buzfPlyhg8fnuX5CRMm8O6772IwGPj9999tVEshhBBCiMeboijEa03cTDYSq83ImimEuD8J8qxgx44d+Pj4MGzYMBwcLI+IHTBgAP7+/pw8ebKAayeEEEII8fhL0Zu4lWwkOt2IUZHgTogHIUGeFdy9e5c6derkGOABaDQaatasSURERAHWTAghhBDi8aYzKoSnGglLNcqSCEI8JEm8YgWOjo4kJCTct1x8fDyOjo4FUCMhhBBCiMebomQkVYnXKjIsU4hHJD15VlC1alXOnz9PdHR0jmUiIyM5f/48VapUKcCaCSGEEEI8frRGhdspMu9OiPwiQZ4VdO3aldTUVEaOHGkx0EtOTmbMmDFotVqef/55G9RQCCGEEOLxEK81cSfZiNYowZ0Q+UWGa1rBiy++yLZt2zh8+DA9evSgcuXKAISGhjJs2DCOHTtGcnIyderUoXv37ratrBBCCCGEDRhMClHpsqC5ENYgPXlWYGdnx4QJE+jZsycmk4kLFy4AcPv2bXbv3k1qaiqdOnViypQpuSZnEUIIIYQojJL1Jm4nGyXAE8JKJMKwEicnJz7//HMGDRrE0aNHCQ8Px2g04uvrS8OGDfHz87N1FYUQQgghCpTRpBCjNZGok+BOCGuSIM/KSpQoQYcOHWxdDSGEEEIIm0rRm4hOM6GXNe+EsDoJ8qwsISEBnU6Xa5lSpUoVUG2EEEIIIQqW0aQQqzWRIL13QhQYCfKsQFEU5s6dy59//kl8fHyuZTUaDQcOHCiYigkhhBBCFBBFUUjQZax9Z5TeOyEKlAR5VrBy5Upmz56dp7KKnPSEEEIIUcgk6kzEa03oTHKdI4QtSJBnBStWrMDOzo7//Oc/PP/883h6etq6SkIIIYQQVpeiNxGrNcmad0LYmAR5VnDnzh3q1atHr169bF0VIYQQQgirSzMoxGmNpBokuBPicSBBnhW4u7vj5uZm62oIIYQQQliVzqgQpzORJElVhHisyGLoVvD0008TGhpKSkqKrasihBBCCJHvDCaF6DQjt5INEuAJ8RiSIM8K3n//fRwdHRk+fDg3b960dXWEEEIIIfKFSVGISzdyM8lIvM6EDM4U4vEkwzWtwNvbm3feeYfvv/+e3r17U6xYMYoXL26xrEajYdWqVQVcQyGEEEKIvFMUhcR/lkMwSGZwIR57EuRZwa5du/jxxx+BjJNiamoqqampFstqNJqCrJoQQgghxANJ0pmIk+UQhHiiSJBnBfPnz8dkMtGmTRteeOEFSpQoIcGcEEIIIZ4oqf8sh5AuyyEI8cSRIM8Krl69SrVq1Rg3bpxVX+fy5cvMmTOHY8eOkZycjI+PD23atOHdd9/Fw8NDLXflyhVmzJjB6dOn0Wq1BAQE8N5771GvXr1s+9yzZw/z58/n6tWrODg40KJFCz788EP8/PyylDMajSxbtozVq1cTFhaGt7c3zz//PAMGDMDFxSVL2fj4eGbPns2ePXuIi4ujfPnyvPrqq3Tr1s06b4wQQgghHlq6ISNjZopeEqoI8aSSIM8KnJ2dKV++vFVf48aNGwwcOBAHBwd69uxJ6dKlOX36NMuXLyckJIR58+bh6urKtWvXePfdd3F2dqZ37964ubmxfPlyPvjgA6ZNm0bDhg3VfW7atInRo0dTq1Yt3nvvPRITE1m6dCnHjh1j4cKFeHt7q2XHjRvHqlWrePbZZ+nTpw8XLlxgwYIFnD9/nilTpqg9l2lpaQQFBXHlyhVeeeUVKlWqxLZt2/jmm2+IiYmhf//+Vn2fhBBCCJE3shyCEIWHBHlW0LBhQ0JDQzEYDDg4WOctHj9+PAaDgfnz51O5cmUAXn75ZWrVqsWECRMIDg6mX79+TJ48GZ1Ox8KFCylbtiwAnTp14tVXX+XHH39k2bJlQEYwNnHiRKpWrcqsWbNwdnYGoEmTJrz33nvMnj2b4cOHAxAaGsqqVavo3r07X375pVonPz8/Zs6cybZt2+jYsSMAwcHBXLhwgbFjx9KpUycAunfvztChQ5kzZw6dO3fO1ksohBBCiIJjMCnEa00k6hQkX6YQhYMsoWAF77//PklJSYwZM4bExMR8379Wq+X48ePUr19fDfDMOnfuDMCxY8eIiYnhwIEDtG7dWg3wALy8vOjWrRvXrl0jNDQUgL179xIfH0/Pnj3VAA+gQYMG1K1bl02bNqHX6wHYsGEDAK+//nqW13799ddxdHRk/fr16mMbN27Ex8eH559/Xn3Mzs6ON954A71ez6ZNm/LjLRFCCCHEAzIvh3ArOWM5BAnwhCg8pCfPCjZv3kzdunXZtm0bO3bsoFKlShQvXjzHXr2pU6c+0P4dHR1ZtmwZJlP24RSxsbEA2Nvbc+bMGQBq166drZz5sTNnzlC7dm012KtTp062soGBgZw6dYrr169TvXp1QkNDcXd3p1KlSlnKFStWjCpVqqivm5yczPXr12nVqlW2xDOBgYHq6wshhBCi4JiXQ4jXmtDLcghCFEoS5FnBvHnz0Gg0KIqC0WjkypUrOZZ9mKybdnZ2WXrmMlu4cCEAjRo1IjIyEsDicEhfX18A7ty5A6CWNT9uqezdu3epXr06kZGROQ6x9PX15cKFCyQnJxMZGYmiKBbLuru74+bmxt27d3NtqxBCCCHyT7LeRGy6LIcgRGEnQZ4VfPXVVzZ53fXr17Nu3Tr8/Pzo0aMHy5cvBzJ62O5lzoCZnp4OZPS6Abi6uuZYNi0tTS2bU5CZuWxu+4SMBDXmfebGXMf8ptPpsvy/KJG2F822Q9Fuv7S9aLYdinb7zW1OStNxN9VImsHGFSpA5mkm1vrc780mLsTjRII8K6hZsyZVqlTB3t6+wF5z7dq1fP/99xQrVowff/wRNzc3lFyGYJify0tPormsnZ1dlr8fdb+Z95mbu3fvYjQa87S/hxEREWG1fT/upO1FV1Fuv7S96CqK7Tdq7EkwOnDzdiRFcWRmCWc7q3zu9vb2VKlSJd/3K0R+kSDPCr744gvs7e0JDg4ukNebNWsWc+bMwc3NjYkTJxIQEAD824NmqSfM/Jh5Pb3MZZ2cnLKU1Wq12crm1LuWeb+5vb758TJlyty3fXkp8zB0Oh0RERH4+flla3NhJ20vmm2Hot1+aXvRbDsUzfbrTQoJOohJ0ZIUE41PSR8cHR1tXa0CpdfrMSbHFqnPXQgzCfKsIDIykubNm1v9dQwGA9988w0bN26kVKlSTJo0iRo1aqjPm4Mj83y7e+sI/87Xy1zW09MzS1nzHTDz3LwyZcrkOJcuMjISLy8vnJ2d8ff3R6PRWHz95ORkUlNTLc4BvJe1h0M4OTkV2SEX0vai2XYo2u2XthfNtkPRaL/xn+UQEvQKJo2Cg2NGkjZHR0ecnYteoGOkaHzuQtxLllCwAh8fH4uBTX4yGo2MHDmSjRs3UrVqVebNm5clwAMICAjAzs6Os2fPZtvenNWybt26QO7ZLs+cOYO7u7s6LKF27dokJiZy+/btLOVSU1O5evWquk83NzcqVapk8fXN2TzNZYUQQgjx8MzLIdxMNhInyyEIUeRJkGcFQ4YM4dKlS4wbN85q2SN//fVXdu7cSWBgILNmzbKYwbJkyZI0adKEHTt2qFk0AeLj41m7di3Vq1enZs2aADzzzDN4enoSHBycZYLy8ePHOX36NF26dFHn2ZkXNV+0aFGW11u6dCkGg4EuXbqoj73wwgtERESwefNm9TGTycSSJUtwcnLiueeey4d3QwghhCiaFEUhQWviVpKRGK0JY1GceCeEyEaGa1rB9u3b8ff3Z+XKlaxcuRJ3d3c8PT0tJiPRaDT8+eefD7T/O3fusHjxYjQaDW3btmXv3r3ZypQoUYLmzZvz8ccfM3DgQAYNGsRrr72Gk5MTwcHBJCcn88MPP6jlXVxc+Pjjjxk7diyDBg2iW7duxMbG8vvvv1OmTBn69++vlq1bty5du3Zl1apVJCYm0rx5c86cOcOaNWto1aoVbdu2Vcu++uqr/PXXX4wdO5YLFy5QoUIFtm7dSkhICEOGDMHHx+eB2i6EEEKIDMl6E3FaE1qjBHZCiKwkyLOCrVu3Zvk7KSmJpKQki2UfZp28AwcOqNkmp0+fbrFMvXr1aN68OVWrVmXWrFn88ssv6vp9Tz31FGPGjMm28HnXrl0pVqwYCxYsYNKkSXh4eNC6dWsGDx6Mt7d3lrJffvkl5cqVY926dezevRtfX18GDBjA22+/naVNLi4u/Prrr/zyyy9s3LiRlJQUKlasyJgxY+jcufMDt10IIYQo6lINGcFdmkGCOyGEZZr4+Hg5Q+SzY8eOPVD5hg0bWqkmIjfp6encunWL8uXLF7kJ2dL2otl2KNrtl7YXzbZD4Wm/1qgQpzWRrDflfRutjrDwMPxL+xe5xCtarY70uAgCK5Z5oj93IR6G9ORZgQRtQgghhMgv+n8yZibqJJ2KECJvJMgTQgghhHgMGU0KCToT8VpFsmUKIR6IBHn54LvvvkOj0fDee+/h7e3Nd999l+dtNRoNI0aMsGLthBBCCPEkURSFBF3G0EzJlimEeBgS5OWDNWvWoNFoeP311/H29lb/VvJwYpYgTwghhBBmiToT8VoTOpMEd0KIhydBXj545513APDy8gJg4MCBD5U1UwghhBBFU4reRKwshyCEyCcS5OWDxMREAgICKF68OADvvvuujWskhBBCiCdBmkEhVmuU5RCEEPnKztYVKAz++uuvLAuSd+/enSlTptiwRkIIIYR4nOmMCuGpRu6kGCTAE0LkO+nJywdarZaEhAT177CwMGJjY21YIyGEEEI8jgymjIQqshyCEMKaJMjLB6VLl+bo0aP873//w9/fH4DLly8zZ86cPG1vntMnhBBCiMLJpCgkaE3EyXIIQogCIEFePujevTs///wzGzZsADIyZl65coUrV67kup2iKGg0GgnyhBBCiEJKURQS/1kOwSDLIQghCogEefmgb9+++Pj4cOrUKXQ6HWvXrqVcuXI0bNjQ1lUTQgghhI0k6UzEyXIIQggbkCAvnzz//PM8//zzAKxdu5batWszcuRIG9dKCCGEEAUt9Z/lENJlOQQhhI1IkGcFX331FeXKlbN1NYQQQghRgNL/WQ4hVbJlCiFsTII8K+jatautqyCEEEKIAqIzKsTpTCTpTLauihBCABLkWU10dDR//vknly9fJi0tDZPJ8olfo9Hwyy+/FHDthBBCCPGoDCaFeK2JRJ1kzBRCPF4kyLOCO3fuMGDAABISElDuk0lLo9EUUK2EEEIIkR9kOQQhxONOgjwrmDNnDvHx8ZQvX56uXbvi4+ODg4O81UIIIcSTzLwcQrzWhF6WQxBCPMYk8rCCgwcP4uHhwdy5cylevLitqyOEEEKIRyTLIQghniQS5FlBUlISTz/9tAR4QgghxBMuVW8iVmciXTJmCiGeIBLkWYGvry+JiYm2roYQQgghHlK6ISNjZopeMmYKIZ48drauQGHUtm1bQkNDuXv3rq2rIoQQQogHoDcpRKYZuZNikABPCPHEkiDPCt555x3Kly/Pp59+ysGDB0lJSbF1lYQQQgiRC6NJISbNyK0kI4k6yZkphHiyyXBNKwgKCsJkMnH9+nU+/vhjIGOpBEvLJWg0Gvbt21fANRRCCCEE/LscQrxOwSgZM4UQhYQEeVYQGhqa7bH7rZcnhBBCiIIjyyEIIQozCfKsYPXq1baughBCCCFykKw3Eas1oTNKcCeEKJwkyLMCf39/W1dBCCGEEPdIMyrEpBhIk+UQhBCFnAR5VhYdHc3x48eJjIzE2dkZb29vGjZsiJeXl62rJoQQQhQJOqNCrNEBfYoJJ2cJ8IQQhZ8EeVai0+mYMGEC69atw2TKmoLZ3t6eTp06MWzYMFxcXGxUQyGEEKJw05sy5txFpZhI0hlxt3WFhBCigEiQZwUmk4lPP/2UkJAQNBoNAQEBlClTBkVRuHXrFhcvXmTDhg1ERkYydepUW1dXCCGEKFSM/wR3CToFE4oshyCEKHIkyLOCtWvXcvjwYapWrcp3331HpUqVsjx/7do1Ro4cSUhICBs3bqRz5862qagQQghRiCiKQoJOIU5rkuUQhBBFmiyGbgUbNmzAycmJiRMnZgvwACpXrszEiRNxdHRk3bp1BV9BIYQQohDJWA7BxK1kI9HpRgnwhBBFnvTkWcGVK1eoX78+pUuXzrFM6dKladCgARcuXCjAmgkhhBCFS8o/yyFoZTkEIYRQSZBnBTqdDnf3+0/vdnV1JTU1tQBqJIQQQhQuaQaFWK1RlkMQQggLJMizAj8/P86cOYPJZMLOzvKIWJPJxNmzZ/H19S3g2gkhhBBPLq0xY85dst50/8JCCFFEyZw8K2jZsiWRkZH8+uuvOZaZOXMmkZGRNG/evABrJoQQQjyZDCaFqDQjt5MNEuAJIcR9SE+eFbz55pusX7+ehQsXEhoaynPPPUe5cuUAuH37Nlu2bOHYsWO4urry5ptv2ri2QgghxOPLaFJI0JmI12YshyCEEOL+JMizAl9fXyZMmMDnn3/O0aNHOXbsWJbnFUXBw8OD77//PtfkLEIIIURRJcshCCHEw5Mgz0oaNmzIypUrWblyJUePHiUyMhKAUqVK0bhxY7p3746Xl5dtKymEEEI8hhJ1JuK1JnQmCe6EEOJhSJBnRZ6envTr149+/frZuipCCCHEY0+WQxBCiPwhiVesICUlxeLjcXFxHDhwAEWGnQghhBCqNIPC3RQDYalGCfCEECIfSJCXj0JDQ3nzzTeZNm2axecPHjzIJ598Qt++fTlz5kwB104IIYR4vOiMChFpRu6kGEiV9e6EECLfSJCXT/bv388HH3zAxYsXOX36tMUy4eHhKIrClStXeP/99wkJCSngWgohhBC2ZzApRKcZuZVsIEknyyEIIUR+kzl5+SA+Pp7//ve/6HQ62rVrx3vvvWexXP/+/Wnfvj0TJ07kwIEDfPXVV/z555+4u7s/0uuHhoYyaNAgpkyZQtOmTbM898EHH3D06FGL282YMYNGjRqpf586dYqZM2dy/vx5FEWhQYMGfPjhh1SpUiXbtuvXr+ePP/7g5s2buLm50a5dO95//308PT2zlEtPT2fBggVs3ryZqKgo/Pz86N69O6+99hr29vaP1G4hhBBPFpOikKA1ESfLIQghhFVJkJcPli9fTlJSEt27d2fEiBG5lq1QoQITJ05k1KhR7NixgxUrVvD2228/9GvfvHmTzz//HKPRaPH5S5cuUbt2bXr16pXtuUqVKqn/Pnr0KEOGDMHf359+/fphMpn4448/GDhwIL/99luWsvPnz+eXX36hSZMmBAUFcffuXYKDgzl58iRz587FxcUFAJPJxBdffMGBAwd48cUXCQwM5NChQ/z888/cvHmTL7/88qHbLYQQ4smhKAqJ/yyHYJB56UIIYXUS5OWD/fv34+rqSlBQUJ7K29nZMWzYMPbs2cOePXseOsjbuXMn3377LYmJiRafj4iIIDExkcaNG/PCCy/kuB9FURg3bhyenp7MnTuX4sWLA9CuXTv69u3L5MmTmTx5srrP2bNn06JFCyZNmoSdXcaI3xo1ajB69GiCg4N56623ANi+fbs6jLV///4A9OjRg2+++YbVq1fTrVs3ateu/VBtF0II8WRI0pmIk+UQhBCiQMmcvHxw48YNatas+UDDLkuUKEFgYCDXr19/qNf85JNPGD58OCVLluS5556zWObSpUsAVK1aNdd9nT17lmvXrtGlSxc1wIOMXse2bdty8OBBoqOjAdi8eTN6vZ5XX31VDfAAOnXqhK+vL+vXr1cf27BhAw4ODvTu3TvL65mDwMxlhRBCFC6pehO3kw1EpBklwBNCiAImQV4+0Ol0lChR4oG3K1myJKmpqQ/1mtevX2fw4MEsWrSIChUqWCxzb5CXlpaGyZR9gntoaCiAxV612rVrYzKZOHv2bK5lNRoNAQEBXL9+neTkZLVs5cqVcXNzy1K2QoUKeHp6SoZRIYQohNINCmGpRu6mGkmX5RCEEMImZLhmPvDx8VF7uh5EbGwsxYoVe6jXXLZsGU5OTrmWMQd5a9euZcuWLerrtW3blqFDh+Lt7Q1kDMEE8PPzy7YPX19fAO7evQtAZGQkrq6ueHh45Fq2QoUKJCYmUrduXYt18/X1Vfd5P+np6Xkq96B0Ol2W/xcl0vai2XYo2u2Xtlu37XqjQrwOkvSPX0oVvV6f5f9FibTdese9OQeBEI8jCfLyQfny5Tlz5gxpaWl5DtrS0tI4f/485cuXf6jXvF+AB3D58mUALl68yNChQ3FycuLQoUOsWbOG06dP89tvv1G8eHF18XZXV9ds+zCfwNLS0gBITk7OsY3msunp6WpvnqV9msua93k/d+/ezTGxTH4wB7lFkbS96CrK7Ze25y+Txo4Uox0JOhPGxzypSnTMg9+QLSyKattLONtZ5bi3t7e3mH1ciMeFBHn5oH379hw+fJjly5er883u588//yQ1NZXGjRtbrV49e/YkPT2dt956C41Go9a1YsWKTJkyhYULFxIUFISSy4+y+Tnz/Lu8lNVoNLmWM5fNPKcvN2XKlMlTuQel0+mIiIjAz88vT0FzYSJtL5pth6Ldfml7/rbdpCgk6iFBZ8LZBL75slfr0Ov1RMdE41PSB0dHR1tXp0AV9bYbk2OL5HdeCAny8kGHDh2YMWMGM2fOpHz58rRr1y7X8jt37mTGjBk4Ojry8ssvW61effr0sfh47969mTZtGgcPHiQoKEjtbbM0LNL8mDmpjJubG7GxsRb3ay7r4eGR6z7Nj+c1UY21h0M4OTkV2SEX0vai2XYo2u2Xtj9a283LIcTrTOgVBXtHeFJWPXV0dMTZuWhe7BfVthsp2t95UXRJ4pV84O7uzqhRozAYDIwYMYLPPvuMrVu3EhERgcFgIC0tjTt37vDXX3/xySefMGLECIxGI8OGDaNcuXIFXl9HR0c8PDzUpC/mnrLIyMhsZc2PmefrlSlThpSUFHWI571l7ezsKFWqFG5ubnh5eVncp7mspTmAQgghHl/JehO3ko1EpRvRP+ZDM4UQoiiTnrx80qpVK8aMGcOPP/7Inj172Lt3r8VyiqLg6urKhx9+yEsvvWS1+ly8eJGvvvqKZs2a8Z///CfLc7GxscTHx1OzZk3g30yZZ86coVWrVlnKhoaGotFo1DKBgYHs2LGDM2fO0LRp0yztOnv2LFWqVFGzaQYGBhISEkJ6enqWO2g3btwgKSkpx6QsQgghHi+pBhOxWhPpBgnshBDiSSA9efnohRdeYPHixfTq1QsPDw8URcnyn5+fH6+//jpLly7llVdesWpdKlSoQFRUFBs2bMgy4VhRFKZPnw7Aiy++CEBAQAAVK1Zk7dq1JCQkqGVv3rzJrl27aNWqFV5eXkDG0FQHBweWLFmSZd7dX3/9RVRUFF27dlUf69SpEzqdjj/++CNL3RYuXAiQpawQQojHj9b4z3IIKUYJ8IQQ4gkiPXn5rFy5cnz22Wd8+umnxMTEEBkZiYODA6VKlXqotfQelouLC59++iljx45l4MCBvPzyy7i5ubFr1y6OHDlCp06dsiyiPmzYMIYOHcrAgQPp1asXWq2WpUuX4uzsTFBQkFrO39+f/v37M3v2bIKCgujQoQM3b95k2bJlBAQEZJlj+Nxzz7FmzRpmzJhBWFgYAQEBHDhwgB07dtCrVy+1J1EIIcTjRW9SiNOaSNI9fsshCCGEuD8J8qxEo9Hg4+ODj4+PzerQpUsXSpUqxfz581m4cCFGo5GKFSvy+eefZ0v40rRpU6ZOncqsWbOYNm0axYoVo169egwePJiKFStmKTto0CC8vb0JDg7mp59+wtvbm+7du/Pee+9lGZap0WiYMGECs2fPZsuWLWzYsIEyZcrwySef5JgURgghhO0YTQrxWhMJOgUJ74QQ4smliY+Pl7O4KJLS09O5desW5cuXL3JZt6TtRbPtULTbL23Pue0mRSFBayJepzz2a909DK1WR1h4GP6l/Ytchsmi3vb0uAgCK5Ypct95IaQnTwghhCiiFEUhSZ/Re6czFb7gTgghiioJ8oQQQogiKFlvIk5rQmuU4E4IIQobCfKEEEKIIiTNoBCrNZIm2TKFEKLQkiBPCCGEKAKMGnsi00zo7Ay2rooQQggrk3XyhBBCiELMYFKISVe4m5Yx/04IIUThJz15BcBoNBIfH4+joyOenp62ro4QQogiwGhSSNCZiNcqpOlMmAph1kwhhBCWSZBnRXv27GHZsmWcPHkSvV4PgKurK40bN+aNN96gbt26Nq6hEEKIwkZRFBJ0GRkzDRLYCSFEkSRBnpWMGzeOlStXotzzA5uSksKuXbvYs2cPH3/8sSwKLoQQIt8k6kyyHIIQQggJ8qxhy5YtrFixAjc3NwYOHEjbtm0pXbo0AHfv3mXLli0sWLCAyZMnU716dRo2bGjjGgshhHiSpepNxMhyCEIIIf4hQZ4V/Pnnn9jb2/Pzzz9Tu3btLM+VL1+egQMHUrt2bYYOHcqCBQskyBNCCPFQ0v9ZDiFVlkMQQgiRiQR5VnDp0iUaNGiQLcDLrFmzZtStW5fTp08XYM2EEEIUBjqjQpzORJLOZOuqCCGEeAxJkGcFGo0Gd3f3+5bz9vbONmdPCCGEyInBlJFQJVGnYEJ+P4QQQlgmQZ4VNGjQgGPHjpGSkoKbm5vFMjqdjtOnTxMYGFjAtRNCCPGkMSkKCVoTcVoJ7oQQQtyfLIZuBYMHD8ZgMPDZZ59x586dbM+np6czZswYEhMT+eCDD2xQQyGEEE8C5Z/g7laSkRitSQI8IYQQeSI9efkgKCgo22Oenp4cP36cPn36UKdOHcqWLYuzszNRUVEcP36cpKQknnrqKTZt2iS9eUIIIbJQFIVkvUKcLIcghBDiIUiQlw8OHz6c43N6vZ5jx45x7NixbM+dPXuWc+fO8emnn1qzekIIIZ4gSToTcToTOlkOQQghxEOSIC8ffPXVV7aughBCiCecBHdCCCHyiwR5+aBr1662roIQQognlAR3Qggh8psEeTZmMBhwcJCPQQghipoknYl4nQmtBHdCCCHymUQXVqLVatm7dy937txBr9dnWQ/PZDKh0+mIi4vj0KFDrF+/3oY1FUIIUZCS9SbitBLcCSGEsB4J8qwgPj6eQYMGcevWrVzLKYqCRqMpoFoJIYSwpTSDQqzWSJpBgjshhBDWJevkWcHChQu5efMmbm5utG3blho1aqDRaOjSpQtt2rTBy8sLRVGoUqUK8+fPt3V1hRBCWJHOqBCRZuROikECPCGEEAVCevKsYN++fdjb2zNv3jwqVqzI9u3bGTlyJD179iQgIIC0tDRGjBjBwYMHSU1NtXV1hRBCWIHRpBCvNZGgU2QRcyGEEAVKevKsICIigjp16lCxYkUAatWqhaIohIaGAlCsWDHGjBmDo6MjwcHBtqyqEEKIfKYoGcHdzWQjcTqTBHhCCCEKnPTkWYHBYMDHx0f929/fH3t7e65evao+5uXlRd26ddXATwghxJMvUWciXmtCZ5LATgghhO1IkGcFXl5exMbGqn/b2dnh5+eXJcgD8PDwID4+voBrJ4QQIj8pikKyXpHlEIQQQjw2ZLimFdSqVYtTp05x48YN9bFKlSpx/vx5kpOT1ceuXr2Ku7u7LaoohBDiESmKQoLWxK1kIxFpRgnwhHgMKIrC9SQDf15NI1FnsnV1hLAZCfKsoEuXLhgMBgYOHMiyZcsAaNWqFVqtlhEjRrB//36+//57bty4QaVKlWxbWSGEEA/EZJ5zl2QkKt0oQzOFsLE7KUZWX0/jq5AEOv8VwytbY/nhRBJHYwy2rpoQNiPDNa2gXbt2vPjii6xbt46TJ0/Sp08fOnfuzLx58wgJCSEkJAQAjUZD3759bVxbIYQQeWE0KRlz7nQKRkUCOyFsJSLVyJFoHUei9ByJ0hGWarnH7liMgRZlC7hyQjwmJMizklGjRvHcc8+pSyS4uLgwY8YMxo0bx4kTJyhRogRvvfUWrVq1snFNhRBC5EZvUkiUpRCEsJmYdBNHo3UcicoI7G4mG/O03bEYA0iQJ4ooCfKsqGnTpln+Ll++PFOnTrVRbYQQQjwInVEhQWciSYI7IQpUgs7EsSg9IVE6jkTruJqYt6DuXteTTcTq8rlyQjwhJMizoYMHD6LT6WjdurWtqyKEEOIf6YaM4C5ZL6GdEAUhWW/iRPQ/QV2UnosJhnz77p1IsEPGTImiSII8G/r666+Jj4/nwIEDtq6KEEIUeWmGjGUQUvSSkU8Ia0ozKJyM+XdO3bl4A9ZKTnsiUXIMiqJJgjwbU2TyvhBC2FSaQSFOayTVIOdjIaxBa1Q4HavnaJSOkCg9obF6CurrdjxBgjxRNEmQJ4QQokiS4E4I6zCYFM7EGQiJ0nE0SsepGD1aG3SQezhoqOxqJN2o4FLwLy+ETUmQJ4QQokjRGRXiU40ky7BMIfKFUVG4EG8O6vQcj9aTZq3xl7lwddDQoKQjjUs50aSUIxWKmdDHR+JirynwughhaxLkCSGEKBIMJoUkkwP6FBNOzhLgCfGwTIrClUQjR6J0hETpOBatJ1lf8EGdsz3UK+lIk1JONC7lxFNeDjjY/RvQabU69AVeKyEeDxLkCSGEKNRMikKC1kRkqolYrRF/W1dIiCeMoijcSDYSEqnjSHTG3Lp4XcEHdY52UMc7o6eucSlHapdwxEl66YSwSII8IYQQhZKiKCTqFOK1JvSKgkE674TIE0VRuJNi5EjUv8saxNhgUp29BgJLONColBNNSjlR19sRFwcJ6oTICwny8kF4ePhDbWcyyRWHEELkN0VRSNJnBHc6kyRVESIvwlMzhl+aA7uItIK/RtEANb0c/hl+6Uj9ko64OUp2TCEehgR5+aB79+4PtZ2iKGg0ckdKCCHygxrc6UzobJD0QYgnSXS6UV2n7kiUntspRpvUo5qn/T/DL51o6OOIp5MEdULkBwny8oGt17oLDQ1l0KBBTJkyhaZNm2Z5Ljw8nBkzZhASEkJSUhLVq1enX79+tG7dOtt+Tp06xcyZMzl//jyKotCgQQM+/PBDqlSpkq3s+vXr+eOPP7h58yZubm60a9eO999/H09Pzyzl0tPTWbBgAZs3byYqKgo/Pz+6d+/Oa6+9hr29ff6+EUKIIsloUkjUmUjUKehl7VEhLIrXmQiNTlcDu2tJtgnqKnnY09gno6euUSknSjhLUCeENUiQlw9Wr15ts9e+efMmn3/+OUZj9pN1dHQ07733HomJifTu3ZtSpUqxdu1aPvvsM8aOHUunTp3UskePHmXIkCH4+/vTr18/TCYTf/zxBwMHDuS3336jUqVKatn58+fzyy+/0KRJE4KCgrh79y7BwcGcPHmSuXPn4uKSsRqNyWTiiy++4MCBA7z44osEBgZy6NAhfv75Z27evMmXX35p9fdHCFF4aY0ZwV2STsGEBHdCZJasN3EsWs/B8HQOhztzPS3RJvUo62qXsaSBrxONfBwpVUxu8ApRECTIywf+/rbJ1bZz506+/fZbEhMtn7jnzJlDWFgYs2fPpl69egB07dqV/v37M3HiRNq0aUOxYsVQFIVx48bh6enJ3LlzKV68OADt2rWjb9++TJ48mcmTJwMQERHB7NmzadGiBZMmTcLOLuMOXI0aNRg9ejTBwcG89dZbAGzfvp39+/fzwQcf0L9/fwB69OjBN998w+rVq+nWrRu1a9e25lskhCiE0g0ZQzJT9BLaCWGWZlA4EaMjJErPkUgd5+MN/DurruB6y/yK2f2TKCUjC6a/qwR1QtiC9JHng+Tk5ALf1yeffMLw4cMpWbIkzz33XLbnjUYjmzZtonbt2mqAB+Di4kKfPn2Ij49n7969AJw9e5Zr167RpUsXNcADqFChAm3btuXgwYNER0cDsHnzZvR6Pa+++qoa4AF06tQJX19f1q9frz62YcMGHBwc6N27d5a6mYPAzGWFEOJ+Ug0mwlKN3E4xkCwBnijitEaFI1E6ZpxJZuCuONquiyJoXwILL6ZyNkuAZ13ezho6lnPmywYerHzOm/WdSjK2sScvViwmAZ4QNiRBXj549dVX2b59+yPvZ/369bzyyit5Knv9+nUGDx7MokWLqFChQrbnr169SmpqqsWessDAQCBjLl/m/1sqW7t2bUwmE2fPns21rEajISAggOvXr6uBamhoKJUrV8bNzS1L2QoVKuDp6cmZM2fy1FYhRNGWqjdxJ8XA3RQjKXrJSiyKJr1J4US0jjnnUnhvdxzt1kXx/p545l5I5WSMnoLKNeTpqKFdGWeG1XMnuIM3mzv78H3T4rxcuRgV3B0koZwQjwkZrpkPWrVqxZdffkmDBg0YMGBAtuQnuTEajWzfvp2lS5dy7ty5PAd5y5Ytw8nJKcfnIyMjAfDz88v2nK+vLwB3794FMoZg5rVsZGQkrq6ueHh45Fq2QoUKJCYmUrduXYv18/X1Vfd5P+np6Xkq96B0Ol2W/xcl0vai2XZ4stqf+s+wzDTDo+/LpCicjdVyK8GOGMd0ArwV7IrQxaher8/y/6LmSWy/waRwMdHIsRgDR6MNnIozkG6DXCmuDtDA24GGJTP+q+Zpn+m7Y0Kne3xvvJg/b2ud78w5CIR4HEmQlw+GDx9OkyZNGDduHEOGDKFs2bI8++yzNG7cmJo1a+Ll5ZWlfFxcHCdOnODIkSP8/fffxMTEULx4cX744Qfatm2bp9fMLcCDf4d9FitWLNtz5pOSOXhKSUkBwNXVNceyaWlp6n4t7fPe/Zpf39I+zWXN+7yfu3fvWkwsk1/MQW5RJG0vuh7f9mvQYkeCHtLyafXy04l2rAp34E66BqPiiP2NVMq6pNCjtIE6no/vBao1RMdE27oKNvU4t9+kwI00DaFJdoQm2XMuyY5UU8HfiHDSKDzlYaK2h4naHkaquCrYm6uRBhF5++l+bJRwtrPK+c7e3t5i9nEhHhcS5OWTZ599liZNmjB37lxWrFjBwoULWbRoEZARaLm7u6MoCvHx8RgMGbelFUXB1dWVAQMG0Ldv32zDGh9Fbss6mJ8zD6nIS1nz/Lu87vd+y0ooipJlTl9uypQpk6dyD0qn0xEREYGfn999g+bCRtpeNNsOj2/7FUUhxQBxOhMaI3iR8d+jOhqtZ+6dVFL0Cp5OYGcyYrKz55YW5t5x4HNvVxr5OObDKz3e9Ho90THR+JT0wdGx8Lf3Xo9j+xVF4XqyiaMxBo7FGDgeYyBRX/AzTR3toLaXAw19MnrqAr3scbQrHL3cer0eY3LsY3e+E6IgSJCXjzw8PPj444/p168fGzZsYP/+/Zw6dYrU1FRSU1PVco6OjgQGBtKuXTs6d+6cbW25/GAOGC0NdTQ/Zh5yae5ty62su7u7ut/Y2FiLr5l5v7nt0/y4eZ/3Y+3hEE5OTkV2yIW0vWi2HR6f9qsLmGtN6EwKGgdwzqdfJpMCS66lkGoAP1d7FBT0eiMuDnYUc9AQmWZiyTUdzcu4UUiuae/L0dERZ+eie7Fry/YrisKtlH8XID8apSdGW/A9yfYaCCzhSON/sl/WLemIi33h/QIYeXzOd0IUJAnyrMDLy4u+ffvSt29fDAYDMTExxMTEYDAYKF68OGXLlsXBwbpvvbn3yzw3L7N75+tlLluzZs37lj1//jwpKSnZeh4jIyOxs7OjVKlSuLm54eXlZfH1zWXLlSv3sM0TQjzh7g3urOFCvJ7rSUaKO9mBRgOZRxhoNBR3suN6kpEL8XqeKvF49O6IwiUs1ciRqIxlDY5G6YhIK/igzg6o4mqiWeliNCvtQn0fR1wdJO+eEIWdBHlW5uDggJ+fn8WkJtZUsWJF3N3dLWawND9Wp04d4N9MmWfOnKFVq1ZZyoaGhqLRaNQygYGB7NixgzNnzmRJMKMoCmfPnqVKlSpq8BcYGEhISAjp6elZ7qDduHGDpKSkHJOyCCEKL0VRSNQpJOisF9yZxesUDCYFJyfLvRRO9pCoV4jXyWIMIn9Epxk5Eq0nJFLHkWgdd1JsM+ezenEHGvtk9NQFeiokx0TgX9q7SPfiClHUyK2cQsrBwYGOHTty6tQpTp06pT6enp5OcHAw3t7etGzZEoCAgAAqVqzI2rVrSUhIUMvevHmTXbt20apVKzV5TIcOHXBwcGDJkiVZ5t399ddfREVF0bVrV/WxTp06odPp+OOPP7LUbeHChQBZygohCjeTopCgNXEzyUhUutHqAR6Al5MGBzsNuhzyNumM4GCnwSuHIFCI+4nTmth2O50fjifxytYYOv0Vw6iQRNbcSC/QAK+yhz29qhTjh2aebOviw9L23nxaz4M2ZZzxcJRLPSGKIunJK8QGDRrE7t27GTp0KK+//jolSpRg7dq1XL16lW+++QZnZ2e17LBhwxg6dCgDBw6kV69eaLVali5dirOzM0FBQWo5f39/+vfvz+zZswkKCqJDhw7cvHmTZcuWERAQwMsvv6yWfe6551izZg0zZswgLCyMgIAADhw4wI4dO+jVq1e2oaFCiMLHaFJI1JlI0CkY7pOQKb/V9HKkkoc9l+IN+Nrfc6GrZPQmVvdyoKaXDNUUeZOkM3E0OmPoZUiUjsuJNljTACjnZq/OqWvs44hPMVl0XAiRlQR5hZiPjw9z5sxh+vTpLFu2DIPBQNWqVZk4cSJPP/10lrJNmzZl6tSpzJo1i2nTplGsWDHq1avH4MGDqVixYpaygwYNwtvbm+DgYH766Se8vb3p3r077733XpZhmRqNhgkTJjB79my2bNnChg0bKFOmDJ988gl9+vQpkPdACGEbhn+Cu3itggnbDIe008DbNdz57ngCkWkmPBzBToF0Q8Z8QFdHDW/XcC8ySVfEg0vRmzgRo1eTpZyPN9jkaPYrZkfjUk40+SewK+0qQZ0QInea+Ph4mYwgiqT09HRu3bpF+fLli1zWLWl70Ww7WL/9OmNGcJeos11wd6/DkXoWXEzmWqIBncGIk4M9lT0deLuGO019i0YvnlarIyw8DP/S/kVyXlZe259uVDgVoyckSsfRKB1n4gwYbXAYl3S2+7enrpQj5dzs1WWPHlRR/uy1Wh3pcREEVixTJM/3omiTnjwhhBCPTGvMGP6YpHtcQrt/NfV1pHGpEpyOSuVaeAyVS3tSp5Sr9OAJ9CaF0Fg9If/01J2O1aO3Qa6U4k4aGvn821NXyePhgzohhAAJ8oQQQjyCNENGcJeif/yCu8zsNFCruAPF00z4F3eQAK+IMpgULsbq/1nWQMfJGD1aG0yrc3fU0PCf7JdNSjlR1dMeOwnqhBD5SII8IYQQDyxVbyJOZyLN8DiHdqKoMyoKl+INHAxPZ/8dJ86fTCDVUPD1KGavoYGPI41KOdKklBM1vRywl6BOCGFFEuRZiaIo7Nmzh6pVq1K2bFkAjhw5wqRJkwgPD6dOnToMHTqUypUr27imQgiRd8l6E/FaE+m2mKgkxH0oisKVRCNHonUcidRxLFpPot58rBZcshInO6hX0pFG//TUBZZwwEG6j4UQBUiCPCtIT08nKCiI06dPM2rUKMqWLUtERAT/+c9/0Gq1ABw4cIBz587x+++/U7JkSRvXWAghcqYoGdko47XWX8BciAehKAo3k42ERGUsa3A0WkestuCPUQcN1PZ2pEmpjMCujrcjzvYS1AkhbEeCPCsIDg7m1KlTlC5dGl9fXwDWrFmDVquladOmBAUFsWHDBv744w8WL17M0KFDbVxjIYTIzqQoJOky5txJcCceF3dTjIRE6TgSpeNIlJ6o9ILPlGIHBJRwULNf1ivpRDEHCeqEEI8PCfKsYOfOnbi6ujJv3jy1l2737t1oNBo++OADatSoQfXq1dmzZw/79u2TIE8I8VhRFIUEXUbPXUEvYC7EvSLTjOo6dUeidNxNLfigTgNUL+5A43/m1DXwccTd0a7A6yGEEHklQZ4V3Lhxg/r166sBXlxcHJcvX8bDw4OAgAAgY6HwatWqcfDgQVtWVQghsshYwFx67oTtxKabOBqd0UsXEqXjZrIN0l8CVTzs1Z66hj5OeDlLUCeEeHJIkGcFBoMBZ2dn9e+QkBAURaFevXpZyun1ehS5Sy6EeAyk6k3EaE1oJaGKKGCJOhPHovXqEMwribYJ6iq429PIx5Emvk408nGipIsEdUKIJ5cEeVbg7+/PtWvX1L/37duHRqOhadOm6mNarZazZ89SunRpW1RRCCEASDcoxGqNpMpSCKKAJOtNnIjWcyRaR0iknosJBpussVi6mB1NSjnR2NeRRj5OlHYtuOybQghhbRLkWUHdunVZt24dv/zyC+XKlWP79u1oNBratGkDQGRkJBMnTiQhIYGOHTvauLZCiKJIZ1RISDWSpC/4+U2iaEk3KJyM1XMkMmMB8nPxBmzRYVzCUaFxKSealXahcSknyrraoZG16oQQhZQEeVYwYMAAdu7cycKFC4GMJAY9evTAz88PgL59+5KYmIifnx/9+vWzYU2FEEWNwaSQaLJHn2LCyVkCPJH/dEaF07F6Nfvl6Vg9tugo9nLS/LNOnSN1i2twTIqkjH8JnJ2dCr4yQghRwCTIswJ/f38WLFjAwoULiYyMpEmTJrz66qvq8zVq1KBEiRIMHToUHx8fG9ZUCFFUpBpMJOkUYpJNxGlNuNi6QqLQMJgUzsYZCInScTRKx8kYPVob3D/wcNTQ0MeRxv8sQF7F0x67f3rqtFodYckFXychhLAVCfKspGzZsowYMcLic9OmTZMhIkIIqzOvc5eo/zehisy8E4/KqChcjDf8kyhFz4kYvU3mdLo6aKhfMmNJg8alHKnh5YC9/LYKIQQgQV6BuHXrFuHh4Xh6elKzZk2Sk5Px8PCwdbWEEIWU0aRkLIWgUzBKBl/xiEyKwtXEfxcgPxatJ0lf8MeVsx3U83GksY8TjUs5EVDCAQc7CeqEEMISCfKsaNWqVcyfP5+IiAgAOnXqxJgxYxg+fDjFihVj1KhRlChRwsa1FEIUFoZ/grsECe7EI1AUhRvJRnVO3ZEoHfG6gj+eHDRQx9sxYwFyXydql3DEyV6COiGEyAsJ8qzk+++/Z82aNSiKQrFixUhLS1PXxAsPD+fu3bsMHjyYuXPn4urqauPaCiGeZAaTQrzWRKJOwSQDMsUDUhSFO6mmf4K6jMAuOr3gJ9XZayCghENGT52vE/W8HXFxkKBOCCEehgR5VrBjxw5Wr15NuXLlGDFiBA0aNKBly5bq85MmTWL06NGcP3+eVatW0bdvXxvWVgjxpDKaFBJ0JuK1EtyJBxORauRItI4jkRnr1YWlFnxQpwFqFHegiW9GspT6JR1xd5QFyIUQIj9IkGcFK1aswMnJiSlTplCuXLlsz1esWJFJkybRvXt3tm7dKkGeEOKBKIpCgk4hTmuSYZkiT2K1JvbG2nMtKpXjsUncTDbapB5VPe3V7JcNfBwp7iRBnRBCWIMEeVZw4cIF6tWrZzHAMytRogT169fn7NmzBVgzIcSTTFEUEnUZvXc6kwR3ImfxWhPHonWEROk5GqXjapIRcAJ0BVqPCu72avbLRj5OeLtIUCeEEAVBgjwr0Gq1FCtW7L7lHBwcSE9PL4AaCSGeZCZzcKc1oZeeO2FBst7E8Wi9uqzBpQSDTQbwlnW1+2cBcicalXLEt5i9DWohhBBCgjwr8PPz4+LFiyiKkuN6eCaTiYsXL+Ln51fAtRNCPClMSkZgl6BTMEhwJzJJMyicjMnoqTsSpeNcnAEbrD+Or4sdjUqZ16pzooybBHVCCPE4kCDPClq2bElwcDALFiygX79+FsssXryYyMhIevfuXbCVE0I89szDMuOl5078Q2tUOB2rV7NfhsbqscH645Rw1qjr1DUu5UgFd/scb2YKIYSwHQnyrOCtt95i06ZN/Prrr4SGhtK0aVMA4uLi2LVrF7t27eKvv/7Czc1Nkq4IIbJI0ZuI1ZrQGiW4K8r0JoUzcXp1nbpTMXp0Nuiq83TU0NDHkca+TjT2caKqpwR1QgjxJJAgzwp8fHyYNGkSw4YNY8+ePezduxeNRsPhw4c5fPgwiqLg4eHB999/T+nSpW1dXSHEYyDdoBCrNZJqi+4ZYXMGk8KFeAMhUTqORuk5HqMj3QYJMN0cNDTwcVR76qoXd8BegjohhHjiSJBnJYGBgSxfvpw1a9YQEhJCWFgYJpOJUqVK0ahRI15++WW8vLxsXU0hhI1pjQrxOhNJtuimETZjUhQuJxjUOXXHovWk2CDAd7aHeiUz5tQ1KeVELS8HHOwkqBNCiCedBHlW5Obmxuuvv87rr79u66oIIR4zelPGOndJOlnGvChQFIXrSUY1++XRaB0JuoL/5B3toI634z9r1TkSWMIRJ3sJ6oQQorCRIK+AXbx4kbCwMGrVqiWZNYUognRGhUSdiUSdgoR3hZeiKNxOMXIkSq8OwYzRFnxvrb0GAks4UL+EPZXsEmlb1RdPV+cCr4cQQoiCJUGelVy4cIG5c+fSq1cvmjRpAsD333/PmjVrALC3t+f999/nzTfftGU1hRAFRGvMWMRceu4Kr/BUI0ei/l3WICKt4IM6DVDLy0GdU1e/pCNujnZotTrCwuNxll47IYQoEiTIs4Lr16/z7rvvotVqadKkCU2aNCEkJITVq1djZ2dH1apVuXHjBtOnT+epp56icePGtq6yEMJK0g0KCXoTyRLcFTrR6UY1++WRKD23U2yQKQWoXtyBxj6ONCrlREMfRzyd7GxSDyGEEI8PCfKsYMmSJaSnp/Pyyy/Tvn17ADZu3IhGo+Hdd9+lf//+hIaGMmjQIJYvXy5BnhCFULohI6FKsl4SqhQW8VoTR6N1amB3Lck2QV0lD3ualHKiUSlHGvk4UcJZgjohhBBZSZBnBUeOHKFcuXIMHz5cfezAgQMAvPjiiwDUrl2b2rVrc/r0aZvUUQhhHRLcFR7JehPHov+dU3fx/+3dd3xTZfv48c85Gd17AWVPpRRkKiIgzjJEQGSJAxmK48G98HHw8+tARVQEWQoqKLgQENFHHKAgexbZZcjogu6RdX5/hERCUyjQJG1zvV8vLT3nzjn3lbtpcvVeuRaf1CMxRKVj3OkNyGMNxAbpfFIPIYQQ1YckeR6QlZVFly5dnN/v27ePU6dO0aBBA2JjY53HY2Nj2blzpy+qKISoZKVW+2qZktxVX0UWG1uyzKzPNLMx08SuHAu+aM2EIJX2pxO6jvFGagdLUieEEOLCSJLnAcHBwZSWljq/X7t2LQBt27Z1KZednU1QUJBX6yaEqFxmm0ZOqY08mXNX7ZRYNbZl/zunLvWUGasPGjEmQKV93L/bGtQN0aHIBuRCCCEugSR5HlC3bl22b99OUVERwcHBrFixAkVR6Ny5s7PMgQMH2L59O61atfJhTYUQF8t6OrnLla0Qqg2zTWNnvsoP+SVsPlnI9pNmfNHxGmFUaBdrT+g6xBlpFCZJnRBCiMolSZ4HXH/99bz77rvcfffdxMTEkJqaSlRUFFdffTUAc+fO5fPPP0fTNHr27Onj2gohLoRN08gttZFj0rBqktxVZRabxq4ci7Onbku2iRJrAFDi1XqE6BXaxRqc2xo0i9CjSlInhBDCgyTJ84DBgwezadMmVq1axeHDhzEajYwfPx6j0QjAt99+y6lTp+jbty/9+/f3cW2FEBWhaRq5JnvvnUWSuyrJpmnsybWw4fScuk1ZZgot3m+rQB1cEWNP6DrEGbksUo9elaROCCGE90iS5wE6nY633nqL7du3k5GRQZs2bVwWXBk6dCgNGjTgqquu8mEthRAVoWkaeSb7RuYmmyR3VYmmaRzItzpXv9yUZSLX5P02MqrQOsZAh1h7YpcUbcAgSZ0QQggfkiTPg5KTk90eHzx4sJdrIoS4UJLcVT2apnGk0Mr6DDMbskxszDRxstT7baNToFW0wbn6ZXK0gQCdJHVCCCGqDknyfKS0tJRTp06xatUqbr/9dl9XRwhxmiR3VcvxIisbMk2szzSzIcNERon3V0pRgcui9Kf3qjPQJsZAsF42IBdCCFF1SZLnIYsXL2b+/PkcPXoUs9l8zrKS5Anhe1abRp7JRr5Zk+TOhzKLrWzIdGxrYOJokW/2HWweoadDnIGOcUbaxhoINUhSJ4QQovqQJM8D/vjjD/7v//7vvOWCg4Np166dF2oEEyZMYOnSpW7PvfDCC/Tp0weA/fv3M23aNLZv305paSktW7bkvvvuo02bNmUet2rVKubMmcOBAwfQ6/V07tyZBx98kISEBJdyVquVBQsWsGjRIo4fP050dDQ333wz9957L4GBgZUfrBAXoMSikW+2kS9bIfjEqVIbG0+vfrk+08ShAqtP6tE4TGffgDzOQPtYI5EBktQJIYSoviTJ84CvvvoKgIEDBzJgwABWrFjBxx9/zNy5c1FVlT///JPZs2cTHh7OhAkTvFKnvXv3kpiYyJgxY8qca926NQBpaWmMGTOGgIAABg0aREhICF9++SVjx45lypQpLgnp8uXLefHFF7nsssu47777yMvL4/PPP2fTpk188sknREdHO8tOnDiRb7/9luuuu47Bgweze/du5s6dy65du3j33XdlfyjhE8VWjexCC8U+WH3Rn+WZbGzK+renbl+eb5K6eiE6e0J3OrGLDdT5pB5CCCGEJ0iS5wG7du2iVq1aPP7446iqSmFhIbNnz+bo0aP06NGDpk2bUrduXZ577jm++OILRo4c6dH6WCwW0tLS6NGjxzn35Zs8eTImk4lPPvmExMREAFJSUhgyZAhvvPEGCxYsAKC4uJhJkybRpEkTZsyYQUBAAAAdO3bkvvvuY+bMmTz99NMA7Nixg2+//ZZ+/frx3HPPOe+VkJDA9OnT+fnnn7nxxhs9FboQZVhsGjlWPeZCG8YASfA8rdBsY0u22dlTtzvH4pP+0lpBKu1i9DTWF3Bd41jqR8ooAiGEEDWXjEfxgPz8fJo1a4aq2p/exo0bA/bkz+H666+nbt26/Pbbbx6vz6FDhzCZTDRp0qTcMtnZ2axZs4Zu3bo5EzyAyMhI+vbtS1paGjt27ADsw1FzcnK47bbbnAkeQNu2bWndujXLly93zkP8/vvvARg2bJjL/YYNG4bBYCh3CKkQlc2maZwssXKk0EauySoDMz2kxKqxLsPEB6kF3PvbSa5bmsW41bl8ureIXV5M8GICVFLqBfB82zAW3RzDkpQYxrcJ5toYKwlB8tYnhBCiZpOePA8ICAhwGYIYGhpKWFgYhw4dcinXtGlT1q1b5/H67N27F8CZ5JWUlGAwGNDp/h2elJqaCkCrVq3KPN5xLDU1lVatWjmTPXdbRCQlJbFt2zYOHjxIs2bN2LFjB6GhoTRs2NClXFBQEI0bN3beVwhPsTlWyyy1YdY0ZE2VymWyauw4ZXYulrL9pBmzD9ZKiTQq9qGXp7c1aBCqk6HgQggh/JYkeR6QmJjIvn37XI7VrVuX3bt3uxwrKSnBYrF4vD6OJO/PP//kzTff5MSJExgMBjp37swjjzxC3bp1ycjIACizaApAfHw8AEePHgVwlnUcd1f22LFjNGvWjIyMDLfXdJTdvXs3BQUFhIaGllv/kpKSioZ6QUwmk8tXf+IPsVttGnkW+xwwyxlJh6OX+Xyr3tZUlxq/xaaxK9fKxmwLm7ItbD9podQHSV2oHq6I0dM+xmAfhhmmojqTOhsmU9lK+XPb+3Ps4N/xS+yee6+TxeNEVSZJngd06tSJefPm8eabbzJ27FhCQ0Np2bIl33zzDb///jvdu3fn8OHDbNq0qdwEqDI5Es7t27czcuRIwsPD2b59OwsWLGDbtm18/PHHFBQUAPYetrM5fok5ki1H2eDg4HLLFhcXO8ueOfyzvLLnSvKOHTuG1eq5xRnS09M9du2qrqbFrigKFlSKrQq5ZhuWc3TbZWVnebFmVU9F47dqcLBIYUe+jtR8lZ0FKiU27/eQBaoal4faaBVmo1WYlYbBGs79x4sgvaji1/Lntvfn2MG/4/fX2KMCVI+81+l0Oud0HCGqIknyPGDo0KEsXryYr7/+mqNHjzJ58mT69evH119/zXPPPUfz5s1JS0vDbDZz9dVXe7w+N998M0lJSdxzzz0YjUYAevToQXJyMk8//TQffPABzZo1K/fxmmb/oFyRoU+Oso75iI7vL+W6derUOe99L4bJZCI9PZ2EhATn8+IvalrsJVaNYgsUWGzYrGAE4sopazabycrOIjYmFoPB4M1qVgnni9+maaTl29iUbWFjtpkt2VbyfbACqVGF5Cg97WP0tI/Vc1mEDr16acmlP7e9P8cO/h2/v8duLThZY97rhLgQkuR5QGxsLB988AETJ050Dl9s3rw5d955J59++ik7d+4E7MnLvffe6/H69OrVy+3xHj16kJCQwF9//eXcB8/d0EjHsbCwMODfHrySkpIyvzRLS0vLlC1vuOXZ1y2Pp4dDGI1Gvx1yUZ1jd7d5uaIHYwV/qxkMBgIC/PdN3xG/pmkcLrCy/vScuo1ZJk6Vej+p0yvQKtpAx9PbGiRHGwjQeabH0J/b3p9jB/+O319jt1K93+uEuFiS5HlI8+bNmTVrlssY+Iceeoju3buzefNmoqKiuOGGG9wOj/Sm6OhosrKynL1ljvl2Zzp7vt6ZZcPDw13KOoZEOJLbOnXqcOzYMbf3zsjIIDIy0mWFTiHOx3I6ucsplc3LL1Z6qcLGI6VsOVXMhkwzmSXen1SnU+DySD0d4ox0iDPSJsZAkF4WShFCCCEqgyR5Hnb20Ijk5GS3q1J6SnZ2Ng899BANGjTg9ddfdzlnsVg4cuQIiYmJtGzZElVVnb2MZ3KsgOnYND0pKcl5vGnTpmXKhoaGOsept2rVil27dvHPP/9Qt25dZ7mioiIOHDjgleGqomYw2+wrZOaZJLm7UBnFVtZnmuwrYGaYOF4cCBR7tQ4K0DxCT8d4Ax1ijVwRayDUIFsZCCGEEJ4g77CVLDs727ma5dkOHjzIlClTvLrYRXR0NCaTiZUrV7Jnzx6Xc3PmzKGgoIBbbrmFmJgYOnbsyC+//OJcRRMgJyeHxYsX06xZM1q0aAHANddcQ3h4OAsXLnRZsWrz5s1s376d3r17O+fZpaSkAPDpp5+63Pvzzz/HYrHQu3dvj8Qtao5Cs40TRVYO51vIMdkkwauA7BIbP/1Twqub8xjwUza9fsjmxQ35LDlUwvFi7/XaNQ7XMbhJEG9eGcHPfWKZd300jySHcU3tAEnwhBBCCA+SnrxKNH/+fKZPn0737t2ZMGFCmfPr1q3j008/ZcGCBTz44IMMGTLE43VSFIWnn36aRx99lLFjxzJw4EDi4uJYv349v/76K+3bt3duVP7II48wcuRIRo8ezdChQzEajSxcuJCCggKXXsDAwEAeeeQRJkyYwOjRo+nbty8nT55k/vz51KlThxEjRjjLtm7dmj59+vDtt9+Sl5fHVVddRWpqKt999x1du3bl2muv9fhzIKofi02jwGwflmmSje3OK9dkY1Om2d5bl2XiQJ7nVqM9l/qhOjrEGegQZ6R9rJGYQEnkhBBCCF+QJK+SzJ49m5kzZ6JpGsePH3dbJjw8nISEBNLT05k8eTJWq5U77rjD43Xr1KkTM2fOZPbs2Xz11VeUlJSQmJjI/fffz/Dhw51DSps0acKMGTOYOnUqH330EYqicPnll/PSSy+VGWLap08fgoKCmDt3Lu+88w5hYWF069aNBx54gOjoaJeyzz33HHXr1mXJkiWsXLmS+Ph47r33Xu6++27ZrFg4aZpGocWe3BWapb/uXArMNrZkmdmQZWJ9hpk9uRafPF91glX7BuRxBjrGGYkP0vmgFkIIIYQ4m5KTkyOfpS7R/v37GT58OIqiMG7cOG677Tb0evf5s6ZpzJkzh+nTp6PX65k/fz7169f3co0F2Ff3PHLkCPXq1fO7VbeqUuwlFo0Cs40Cs4blHFtuVJbSUhPHTxyndq3a1WaluRKLxpZs++qXGzJN/J1jweqD39xxgaqzp65DnJHEkOqV1FXHtq8s/hw7+Hf8/h57yal0khrU8fl7nRDeJj15leDrr79G0zSeeOIJbrvttnOWVRSFESNGoCgK06ZN46uvvuKxxx7zUk2FqBqsjuGYZhulvshWqrhSq8b2k2Y2ZppYn2lmx0kzPtiqjqgAhQ6xRtrHGekYZ6B+qE5634UQQohqQJK8SrBx40ZiYmLo169fhR9zxx138Nlnn7FhwwbPVUyIKkTTNIosGvlmjSKzrJB5JotNI/WUhfWZJjZmmtiWbabU+7saEGZQaB/7b09d43AdqiR1QgghRLUjSV4lOH78OFdccQU6XcWHLhkMBlq1asWWLVs8VzEhqgCzTaPgrE3L/Z1V09idYzk9/NLM5iwzxT7o0QzWK7SNsSd1HeMMNIvUo5OkTgghhKj2JMmrBKqqXtSm5kFBQS6bpQtRkxSa7YmdLKICNk1jf55jrzoTm7LMFJi9/6wE6KB1lJ5mxmK6N4yiTXwQelWSOiGEEKKmkSSvEsTHx5e7oua5pKenExYW5oEaCeEbjrl2uX6+9YGmaRzMt7Lh9Jy6jVkmck3efz4MKiRH/9tTlxRlQLOYOX4in9pReknwhBBCiBpKkrxK0LRpU3777TfS09NJSEio0GMyMjL4+++/ueKKKzxbOSG8wGS172mXZ/LPuXaapnG00MoGx151mWayfTCpTqdAyyi9c05dm2gDgXrXRK7U4vVqVQk2DXblWkjLVckNspAcZ0RyXCGEEDWVJHmVICUlhRUrVvDhhx/y4osvVugxU6dORdM0unTp4uHaCeEZJqt9IZWC0ytk+ltqd6LI6pxTtyHTxIli7yd1CnBZpD2pax9noG2MgRCDbEB+tnUZZubuKSAtz4LJYsD4TyGNwku5u3koneINvq6eEEIIUekkyasEXbp0oXnz5vzwww+EhYXxwAMPlLsfS0lJCR988AE//PDDBa/IKYSvmaz2OXYFFg2TnyV2WSX2njrHtgb/FFp9Uo+m4To6xtm3NWgXayDcKEnduazLMPPq5lyKzBphBghRNGwq7M2x8OrmXJ5rGyGJnhBCiBpHkrxKoNPpmDBhAiNGjGDhwoX8/PPPdO/eneTkZGJiYjCbzZw6dYqtW7fyxx9/kJOTg9Fo5K233iI0NNTX1RfinMw2jUKz//XY5ZTa2Jj1b09dWr5vkroGofakrkOcgfZxRqICJKmrKJsGc/cUUGTWiA9S0dAwmyFQrxCkV8gotjF3TwEd4qJk6KYQQogaRZK8StKoUSPmzJnDM888Q1paGt9++y3ffvutSxlNs388btGiBePHj6dFixa+qKoQ56RpGiVWKLHYKLRqlFr8I7ErMNvYlGV2DsHck+ubyWuJwapzTl2HOANxQRXfmkW42p1j5mC+lQijCooC2hk/yYpChFHlYL6V3TlmLo+S3jwhhBA1hyR5lahhw4Z89tlnrFq1ih9++IG0tDQyMjLQ6/XExsaSlJREjx49uPrqqy9oTz0hPEE5vR+a1aZhtkGpVaPk9Dw7q1bz07pii8amnFLnYim7Tlnwwf7jxAeqtI8znO6tM1InRH43VJYck4bFpmE0uu+mM+ogz6yR44OVT4UQQghPkiSvkun1enr06EGPHj18XRUhALDYNCw2sGinv9o0CktspJtULAVWDAaLX/TUlVo1tp80s+Z4MWuPG9lblIsP9h8nOkChfZyRDrFGOsYbqBeicybconJFGhX0qoLJCgFu3u1MVtCrCpHlJIFCCCFEdSVJnhA1TIlFo9SqUWzVKDndK3d2LlNq1ii22LDaau4vAbNNI/Wk2T6nLsvEtmwzJmdXnfd6y8INp5O6OPt+dY3DJKnzlhaRBhqG6dibYyFed9ZcRs2+n2OzSD0tImWophBCiJqlpn6+E6LGcvTMWU/3zNk0DYsGFg1nUuePLDaNXTkW55y6LdkmSnywVkqIXqFdrH2RlI5xBppF6FElqfMJVYG7m4fy6uZcMopthBlAPf06yTdrBBsU7m4eKouuCCGEqHEkyRPiImluesjOzq+0s/6taWd/1bBhXwXQpv27OM+ZZWycMeTSBhr+sRDK+dg0jb25Ftaf3tZgU5aZQov3n5kAHbSN+ben7rJIPXrJGqqMTvEGnmsbccY+eQpGPTSL1Ms+eUIIIWosSfKEX7MqOgrMGiWKzdkjZk+27OfPTKdsZ5yzalxUqiXJ2cXTNI20fCvrT/fUbcoykeuDBTMMKiRH2xdK6RhnICnagEGSuiqtU7yBDnFRbM8sIu1ENo1qhZMcFyw9eEIIIWosSfKEXyu0grXYRoDNN3ugifJpmsY/hVbWn96nbmOmmexS769/qVMgKcpAh9MrYCbHGAjUSXZQ3agKXBahJ6LYRu0IvSR4QgghajRJ8ipBaWkpAQEBvq6GENXe8SKrc07dhkwT6cXeT+pU4LJIvXNO3RWxBoL1sgG5EEIIIaoPSfIqweDBg+nQoQPPP/88AJs2bSImJoYGDRr4uGZCVG1ZxVY2ZJlZn2FiQ5aJo4W+2KkOmkfoaR9noEOskXaxBsKMktQJIYQQovqSJK8SZGdnU1xc7Px+7NixpKSk8PLLL/uwVuJcbJrG1pMWduarhKsWkuOMMnzLC3JKbWzIMrEhw76twcF83wyTrRtoo1NCIFfWCqR9rJHIAEnqhBBCCFFzSJJXCQwGA3v27MFkMmE0Gn1dHXEevx8rZfL2fPbkmAnTGTlpLqRReKmstOcB+SYbm7LsQy83ZJnZm2vxST0SQ1Q6xhnpEGckORzMOenUrhVNQIC8XoUQQghR80iSVwlatGjB5s2buemmm4iMjARg5cqV9OvX77yPVRSFb7/91rMVFE6/Hyvl0TWnKDBpRBgh0qBRbFPYm2Ph1c25PNc2QhK9S1BotrEl2+ycU7c7x4IvBmAmBKl0OD2nrkOckVrB/25+Xlpq4rgP6iSEEEII4S2S5FWChx56iHHjxpGfn+8ctllUVERRUdF5H6vIJsleY9M0Jm/Pp8CkUTtYRUNDBQL1CkF6hYxiG3P3FNAhLkqGblZQiVVjW7aZ9ZkmNmaaSD1lweqDfSJiAlTan179skOcgbohOnltCSGEEMJvSZJXCZKSkli6dClpaWmUlpZy3333cdVVV3Hvvff6umriDNuy7cMFowJUFEVxbjwOgKIQYVQ5mG9ld46Zy6OkN88ds01jx0mzc1uD7SfNmH3QVRdhVGgf+29PXcMwSeqEEEIIIRwkyaskgYGBXH755c7vIyMjadOmjQ9rJM6WXWrDbNMIKGePM6MO8swaOT7YYLuqstg0duVY2JBpYn2mia3ZZkp8sFZKiF6hXazBOQSzaYQeVZI6IYQQQgi3JMnzgLVr1/q6CsKNmAAVg6pQaoUgNz/5JivoVYVIo/8mD1ZNY2+OhQ2nF0vZnGWm0OL9pDdIp9A21uDc1qBFpB69jKEVQgghhKgQSfI8qKCggEWLFrF+/XoyMzMxGo1ER0fTqVMnUlJSnIu0CO9oHWOgWYSe1JNmAnVnLZmvaeSabDSL1NMi0n+Gamqaxr5cy+kNyE1szDKTb/Z+UmdU7e1j76kzkhQlSZ0QQgghxMWSJM9DduzYwZNPPsmpU6dc534Bq1evZu7cubz++usypNOLVEXhkeQwHl1ziuNFNiKMEGyAEotGvlkj2KBwd/PQGr3oiqZpHC6wsuZ4KauPGti5Pc8nw1P1CrSKNtDh9Jy65GhDucNohRBCCCHEhZEkzwOysrJ47LHHyM3NJTk5mZ49e5KYmIimaRw5coQff/yRHTt28PTTTzN//nyio6N9XWW/0b1OAO90jnLuk6fTFIqt0CxSX2P3yTtWaGX96Z66DZlmMkscK6XoAe8keCpweZTeOaeuTYyRIL0kdUIIIYQQniBJngd8+umn5ObmMnToUB555BGXc507d2bQoEG8++67zJ8/nwULFjB27FjfVNRPda8TQNfaRtYfL2TnsSzCI6JIjguuMT14GcVW5z51GzNNHC3y/vKXCtAsQu9c/bJtrIFQg3rexwkhhBBCiEsnSZ4H/Pnnn8THx/Pwww+XW+ahhx7i559/5rfffpMkzwdURaFNtB59vo3ACH21TvBOltjYmGXvpVufaeJwgQ+WvwQah+nocHqfunaxRiIDJKkTQgghhPAFSfI8ID09nWuuuQadTlduGZ1OR1JSEmvWrPFizYSDTdPYetLCznyVcNVCcpyx2iR6eSYbm7LMziGY+/N8k9TVD9XR/vS2Bu3jDMQGlv/zLoSv2TTYlWshLVclN6h6veaFEEKICyVJngfo9XoKCwvPW664uBhVld4Ob/v9WKlzTl6YzshJcyGNwkur7Jy8ArONLVlmNpzurdudY/HSTDpXtYJUOp5O6DrGGUkIlqROVA/rMszM3VNAWp4Fk8WA8Z+q/ZoXQgghLpUkeR7QpEkTtmzZQmZmJnFxcW7LZGZmsnnzZpo3b+7l2vm334+V8uiaUxSYNCKMEGnQKLYp7M2x8OrmXJ5rG+HzD30lFo0t2WY2nt6A/O8cC1YfZHUxASod4w2nh2AaSQxWUWQDclHNrMsw8+rmXIrMGmEGCFE0bCpV6jUvhBBCVDZJ8jygV69ebN++nccff5zXXnuNxMREl/NHjx7l2WefxWQykZKS4qNa+h+bpjF5ez4FJo3awSoaGioQqFcI0itkFNuYu6eADnFRXh3GZbJqbD9pdq5+uf2kGR/sP06kUaH96dUvO8QZaRCqk6ROVGs2DebuKaDIrBEXqFBs1Si22vdljAtUyCzRfPKaF0IIITxNkjwP6NevH8uXL2fr1q3cfvvtJCUlORO9o0ePkpqaitVqJTk5mX79+vm2sn5kW7aZvbkWogLsPVIu+xcqChFGlYP5VnbnmLk8ynN/2bfYNHae+ncD8q3ZZkq9vwAmwTqN9rEGOiUE0jHOSONwHaokdaIG2Z1j5mC+FYMO/imyUWoFm6aimjUCdBqhBsUrr3khhBDC2yTJ8wBVVXn33Xd54403WL58Odu2bWPbtm0u51NSUnjqqafQ66UJvCW71IbZppW76bZRB3lmrdI3B7dqGntyLM7VL7dkmynyQVddkE6hbax9A/I2kQqhRZnUrR1FQIDR63URwhtyTBrFFhvFFnuvnqqAYyZpicXeix6kr/zXvBBCCOFrkmF4SFBQEC+99BIPPvggGzduJDMzE03TiI+Pp23btiQkJPi6in4nJkDFoCqUWiHIzU++yQp6VSHSeGm9WTZN40DevxuQb8oyk2/2/ofIABXaxPw7p65llB796TFppaUmjhd7vUpCeFW4QaHYAlYN9AooCmjYvyqARYNii72cEEIIUZNIkudhcXFxMu+uimgdY6BZhJ7Uk2aMCpwya5hVyLHYiNBr5JqgWaSeFpEXNmxL0zQOFVidc+o2ZJp80jOgV+wxto810DHeSKsoA8Zyei2F952vJRQ3JTQ0lNNnHInJmSNqldP/K+/a7o6regjVqwTpcfvzoZT5x7mvV5lcngPl/Pc881Xmrly4ARKCVCwaGBxJnqY555qabaBT7OVC9Orpa2r262r/Xl/TXO/lGOmtOf7TcDyqQqTfUAghhKdJkif8hqooPJIcxojfstmRY/9IVjtYIb1YIx2NCAPc3Tz0vAswaJrG0SKbc07dhkwzWSXen1SnU6BllJ4OsUbaxxm5IsZAoF6SOk9TnF8VFAVU/k28VAV0qoJBsfcK605/VRX7OeX041UFny1qU1JiwWqwUidYR2BgzX4LSD2lUmTRKDDbX+/2nFYDFKyavS1CDQo2RaV2SOVsCeKY6+suQXR7zCVh1FwKaud5jOs1y08dNaAEFVOgSlSASmCAWjZxLecrXHxy7z5Z1pyJ8b/H/v237fRjbOdJhSVRFufj2BszL1/FctJCx9qazDsXfqVmv8MLcZZt2SZyTe7/5p5vht05JrfLqZ8osvfUbTw9r+5EsfeTOgVoEamnQ5yBDrFGrog1EGqQfRYvlgLoUNCroNfZEzPd6STNmcid0ZukKvZkTXc6YZMPC1VfTIBKsEEl2AC5JhslVs05Ny9Qb19syVGusjiS93P1iJ7j0ZVWj7OVoFCoWIkOUAgMrD57XGrav0nhmT2nnPFvZ4J8RhnOPKdBqapiDVKJDVQJCNCVSYrdJd3lfnWXIJ/Rm1smuXXzmH/js391vqOcGc9FOvuRZ48A8Adn7o0ZbTCSvz+f5pElPJIcRvc6Ab6unhBeIUme8IqcnBxmzpzJqlWrOHXqFPXq1WPIkCH07dvXa3Ww2GxM2paPTYNA1f5GqOP0MC7ApMHHuwsZ2jSYXJPm0lN3pNDqtXqeqUm4jo6n59S1jTU4P5SKC6dXFAJ0CsGoaEEq9UJUwkLkV2BNduYQ7cZhOoosGiUmM4FGPcF6heNFNpKiDbSOkZU1qypFUZzDks9T8pxnSzSFXKxEGBUCKzGp9wZ3vcPOc5T999nnS/UW1CCV2iEqAQF617K4v5i7Ht1y73uOfNS1nFbmeHmtVpEU9+z7Or7dmGnio135FFs0GoaqGLFiNSmknjTz6JpTvNM5ShI94RfkE47wuOLiYh5++GH279/PwIEDadiwIT///DOvvPIK2dnZjBgxwiv1+PpAMXlmDb3q+OCgOXtlNM0+7C7PDH2XZ5Phg+GXAPVD7UldxzgD7WKNRAdWrw8jVVGwXiHSaO/RASgpUSjEikHmK9Z4jiHaj645xfEiGxFG+9YhNjSOF2mEGu3npVdWVGWX1jsMmk5Bp1kJ0CluhvTXrJ99m6bx4d+FHC6wUTtYpcSmkW+yEmTUOf+wM3l7Pl1rG+V1L2o8SfKExy1cuJDdu3czYcIE5yI0/fr1Y9y4ccyaNYtevXp5ZbXRI4VWNM0+3E7TNGzAyVINk831r4beTPBqB6vOnroOcQbig6rPMKqqTAFCjSoRBlXmKfq57nUCeKdzFJO357Mnx0yJWSHQAEnRBhm6JUQNc679cBVFISpAZW+uhW3ZZq6Ile2DRM0mSZ7wuGXLlhEbG8vNN9/sPKaqKsOHD2ft2rUsX76cu+++2+P1qBeiQ1HAin2Ypslm/8+b4gJV+5y604ldYiUt9iDsDIpCmFEh1KDKyqLCqXudALrWNrL+eCG7/0mnRd0oOtYOkb/kC1HDnG8/3ACdff/M7FLfjNYRwpskyRMeVVBQwMGDB+natWuZ1QSTkpIASE1N9UpdbmscxDNrc8kxaehU+/BMT/+ajwpQaB9rT+g6xhmoH6rz2aqKNZUChBhUQg0KIXpFnl/hlqootInWE11oo160XhI8IWqg8+2HW2oFg6pU6mJLQlRVkuT5SElJCTt37gSgXbt2Pq6N52RkZKBpmtvhmKGhoYSEhHDs2LFzXqOkpKTS6vOflkH839YiSm2emYkQZlBoG62nXYye9rF6GoWqZyQdNkze7josh9lsdvlaHakKRBpVwgz2bQqw2t/Az8dkMrl89Tf+HL/E7p+xg3/H70+xNw/RaBKmsjPHQi1V+Xc7EpuGVbFyslSjZaSe5iHWSvlsERgYeMnXEMJTJMnzkfT0dMaOHYuqqqxZs8bX1fGYgoICAIKDg92eDwgIoLi4+JzXOHbsGFZr5axu2ScUchro+fgfA/kWuNRUL1DVaBlqo1W4jVZhVhoEaThHiRTCicJLrbFnZWVn+boKF0xVFCKMCqE6jQLNRsFFXic9Pb1S61Xd+HP8Erv/8uf4/SX2wbEqr+UYOVYA4XoNowoFpWbyLArBOhgcW8zRf3Iv+T46nY7GjRtXQo2F8AxJ8nzsXBvY+gtVPfewiTp16lTq/Z6tB0/abCzcV8Szm0sotVU80QtQofXpnrp2MXoui9DZe5GqGbPZTFZ2FrExsRgM1WP5eAUIM6hEGrmklTFNJhPp6ekkJCRgNPrfxHt/jl9i98/Ywb/j97fY69WD+Dgz7/9dzN5cC3kmKwF6Ha1i9Dx8eRDX1Koe73lCXCpJ8nwkMTGRRYsW+boaHufowStvWERJScl5kzhPDYcY1lzl67Qi/jxZ/uInBhWSow2nV8A0kBRlqFELehgMBgICqvabvgKEGVXCK3mlTKPR6NdDbfw5fondP2MH/47fn2K/oWEg1zUIPWOxpQRZbEn4HUnyfESv11O7dm1fV8PjateujaIoZGRklDlXUFBAUVER8fHxPqiZ3RURGn+e/Pd7nQJJUQY6xNkTu+QYA4E1KKmrTlQUwo0K4UZZKVMIIcSFkcWWhL+TJE94VEhICA0bNnQuMnOmHTt2ANC6dWtvV8upbbiNFhE6OsUH0DHOwBWxBoL1suqWL+kUhUijQphRrZZDYYUQQgghfE2SPA8qKChg0aJFrF+/nszMTIxGI9HR0XTq1ImUlBQiIyN9XUWv6NmzJ1OnTuXHH3907pVns9mYN28eRqORm266yWd1axSi8dE1YVV+yKI/MKoKEUaVMKMif3EVQgghhLgEkuR5yI4dO3jyySc5depUmcVVVq9ezdy5c3n99ddp06aNj2roPUOGDOGHH35gwoQJ7N69m/r16/O///2P9evX85///IfY2FhfV1H4UJDentzJHndCCCGEEJVDkjwPyMrK4rHHHiM3N5fk5GR69uxJYmIimqZx5MgRfvzxR3bs2MHTTz/N/PnziY6O9nWVPSowMJAPP/yQqVOnsmzZMgoLC2nQoAEvvfQSvXr18nX1hA8YFIUwo0KIQSVA5tsJIYQQQlQqSfI84NNPPyU3N5ehQ4fyyCOPuJzr3LkzgwYN4t1332X+/PksWLCAsWPH+qaiXhQVFcX48eN9XQ3hY6EGlTCDQrD02gkhhBBCeIysMOEBf/75J/Hx8Tz88MPllnnooYeIj4/nt99+817FhPCRYL1C3RA9tYJ1hBhUSfCEEEIIITxIkjwPSE9Pp1WrVuh05e+/ptPpSEpK4sSJE16smRDeFaBTqB2so06IvlL3uBNCCCGEEOWT4ZoeoNfrKSwsPG+54uJiVFXybFHzGFWFyAD70EzptRNCCCGE8C7JMDygSZMmbNmyhczMzHLLZGZmsnnzZpo0aeLFmgnhWYF6hVrBOuqF6gg3yrBMIYQQQghfkCTPA3r16kVpaSmPP/44R48eLXP+6NGjPP7445hMJlJSUnxQQyEqV4hBpU6wjrohekJlzp0QQgghhE/JcE0P6NevH8uXL2fr1q3cfvvtJCUlkZiYCNgTvNTUVKxWK8nJyfTr18+3lRXiIilAmFEl3KDKfDshhBBCiCpEkjwPUFWVd999lzfeeIPly5ezbds2tm3b5nI+JSWFp556Cr1emkBULyoK4UaFiAAVgyrJnRBCCCFEVSMZhocEBQXx0ksv8eCDD7Jx40YyMzPRNI34+Hjatm1LQkKCr6soxAXRKQqRRoVwo4pOkjshhBBCiCpLkjwPi4uLk3l3olozqgoRRpUwo4Iqc+2EEEIIIao8SfKEEG4F6BQijSqhsg2CEEIIIUS1IkleJbiUxVMUReHbb7+tvMoIcYkC9Y7kThbfFUIIIYSojiTJqwTHjx+/6MdKD4moKoL0ClFGlWBJ7oQQQgghqjVJ8irBjBkzKlw2KyuLyZMnOxdi6dixowdrJsT5BegUYgIkuRNCCCGEqCkkyasEbdq0qVC5X3/9lYkTJ5Kbm4vBYODBBx9kyJAhHq6dEO4F6FQSglRiQ+XXgBBCCCFETSKf7rygqKiIt956i2XLlqFpGi1atODll1+mUaNGvq6a8EM6RSEmUMVgtBFqkOHCQgghhBA1jSR5HrZlyxZeeuklTpw4gaIo3HXXXYwZM0Y2QRdeF6BTCDfYt0IwlVrIR/N1lYQQQgghhAdIpuEhFouFDz/8kHnz5mGz2UhMTOSll16idevWvq6a8CMKEGJQCTcoMudOCCGEEMJPSJLnAfv37+fFF19k3759aJpG3759eeyxxwgKCvJ11YQfCTGoxASoGHUyJFMIIYQQwp9IklfJ5s+fz7Rp0zCZTERFRTF+/Hi6du3q62oJP2JU7XPuQqTnTgghhBDCL0mSV0nS09OZMGECGzduRNM0unbtyvjx44mKivJ11YSfUFGIDlSJMCqy/6IQQgghhB+TJK8SLF++nLfeeouCggKCgoJ49NFH6du3r6+rJfxIuFElOkBFr0pyJ4QQQgjh7yTJqwQvvviis+dEr9czd+5c5s6dW6HHKorCV1995cnqiRosUK8QE6AjSC/JnRBCCCGEsJMkr5Jomn05+ry8PPLy8ir8OBlWJy6GQVGIClQJN8q8OyGEEEII4UqSvEowbdo0X1dB+AkVhQijQmSAik6GZgohhBBCCDckyasE7dq183UVhB+QLRGEEEIIIURFSJInRBVn1CnEBMiWCEIIIYQQomIkyROiitIpClEBsiWCEEIIIYS4MJLkCVHFKNi3RIiSLRGEEEIIIcRFkCRPiCok6PSWCIGyJYIQQgghhLhIkuQJ4WMKEGywD8sM1su8OyGEEEIIcWkkyRPCR1QUwowK4UaVAFkxUwghhBBCVBJJ8oTwMoOiEG5UCDPKnDshhBBCCFH5JMkTwkuC9ArhBpVQg6yWKYQQQgghPEeSPCE8SEUh1GhP7mQxFSGEEEII4Q2S5AnhAUZVIcwgQzKFEEIIIYT3SZInRCUK1tsXUgnRy5BMIYQQQgjhG5LkCXGJZJVMIYQQQghRlUiSJ8RFMqr2xC7MoKCTIZlCCCGEEKKKkCRPiAtkVBUiA+zJnQzJFEIIIYQQVY0keUJUUIBOIdIoWyAIIYQQQoiqTZI8Ic4jUO9I7lRfV0UIIYQQQojzkiSvBtu0aRP333+/23Pt2rXjww8/dH5fUlLC3Llz+fHHH8nMzCQhIYF+/foxdOhQdDqdy2NPnDjBtGnTWL9+Pfn5+TRr1ox77rmHbt26lbnPtm3bmD59Ort27ULTNNq2bcuDDz5I48aNKzdYDwg+ndwFS3InhBBCCCGqEUnyarC9e/cC8NBDDxEXF+dyLjo62vlvm83GM888w5o1a7jllltISkpi7dq1vPfeexw+fJjnnnvOWTYrK4v77ruPvLw8Bg0aRFxcHIsXL+aJJ55gwoQJpKSkOMtu3LiR//znP9SuXZt77rkHm83GF198wciRI/n4449p2LChZ5+AixRmUIkwyublQgghhBCiepIkrwbbs2cPOp2OwYMHExAQUG65FStWsHr1asaOHcuIESMA6N+/P6+88gqLFi2ib9++tGrVCoBZs2Zx/PhxZs6cSZs2bQDo06cPI0aMYNKkSXTv3p2goCA0TWPixImEh4cze/ZsIiIiAOjRowd33HEHkydPZvLkyZ59Ai5QqEElUpI7IYQQQghRzck4tBps3759JCYmnjPBA/j+++/R6/UMGjTI5fhdd90FwNKlSwGwWq0sX76cVq1aORM8gMDAQAYPHkxOTg5//PEHADt37iQtLY3evXs7EzyA+vXrc+211/LXX3+RlZVVKXFeCkVRCNErJIboqRWskwRPCCGEEEJUe5Lk1VBWq5UDBw7QpEkT5/clJSVuy+7YsYNGjRoREhLicrx+/fqEh4eTmpoKwIEDBygqKnL26p0pKSnJea0zv7or26pVK2w2Gzt37rzI6CpPqGqjVrBKkCR3QgghhBCihpDhmjXU4cOHKS0tpbCwkDFjxrBjxw4sFguNGjVi1KhR3HjjjYB9wZW8vDxat27t9jrx8fEcO3YMgIyMDAASEhLclgOcZdPT0ytc9nzKS04vlclkQtFsmEwmj1y/KnPELLH7H3+OX2L3z9jBv+OX2D0Xe2BgoEeuK0RlkCSvmpk1axZ5eXnnLNO7d28OHz4M2HvUhg0bxp133smJEyf4/PPPGT9+PCdPnmTw4MEUFBQAEBwc7PZagYGBFBcXAzjLBgUFuS0H/yZkhYWF5V7XUdZx3fM5duwYVqu1QmUvhiMh9UcSu//y5/gldv/lz/FL7JVLp9NVi5XChf+SJK+aWbJkCcePHz9nmVatWtGgQQNGjRrFNddcQ8uWLZ3nevbsyZAhQ5gyZQo333wzmqad81qapqGqqvPf5yoHODcJr0hZx3XPp06dOhUqd6FMJhPp6ekkJCRgNBo9co+qSmL3z9jBv+OX2P0zdvDv+CV2/4xdCEnyqpnvvvuuwmVbtGhR5lhoaCi33HILs2fPZsuWLXTs2BEof0hkSUkJoaGhAM45e+7KOo6FhYUB//bgnaus47rn4+nhEEaj0W+HXEjs/hk7+Hf8Ert/xg7+Hb/E7p+xC/8lC6/4IcceeUVFRYSEhBAZGemcb3e2jIwM57w6R4+au7Jnz9e7kLJCCCGEEEKIyiNJXg312muv0bdvX7fj0NPS0gCoW7cuYF8Z88CBA2V63Q4dOkR+fr5zUZYGDRoQGhrqXG3zTI5jycnJwL+raroru2PHDhRFcbvyphBCCCGEEOLSSJJXQyUkJHDixAkWLFjgcvzgwYMsWbKERo0aOROylJQUTCYTX3zxhUvZTz75BLBvdg6g1+u58cYb2bZtG9u2bXOWKykpYeHChURHR3P11VcD0LJlSxo0aMDixYvJzc11lj18+DC///47Xbt2JTIystLjFkIIIYQQwt/JnLwaaujQofz888989tlnnDhxgvbt23P8+HG+/vprDAYDL730knORlJtuuonvvvuOadOmcfz4cVq2bMmaNWv45ZdfuP32213m9o0ePZqVK1cybtw4hg0bRlRUFIsXL+bAgQO88sorLhuvP/nkk4wbN46RI0dy++23U1payueff05AQAAPP/yw158TIYQQQggh/IEkeTVUUFAQM2bM4KOPPmLFihX8+uuvhIeH06VLF8aMGUP9+vWdZRVF4e2332bmzJn89NNPfP/999SpU4dHH32UwYMHu1w3NjaWWbNm8cEHH7BgwQIsFgtNmjRh0qRJdOnSxaVsp06deP/995kxYwZTpkwhKCiINm3a8MADD9CgQQOvPA9CCCGEEEL4GyUnJ+fca+gLUUOVlJRw5MgR6tWr53erbkns/hk7+Hf8Ert/xg7+Hb/E7p+xCyFz8oQQQgghhBCiBpEkTwghhBBCCCFqEEnyhBBCCCGEEKIGkSRP+DWdTufrKviMxO6//Dl+id1/+XP8ErsQ/kcWXhFCCCGEEEKIGkR68oQQQgghhBCiBpEkTwghhBBCCCFqEEnyhBBCCCGEEKIGkSRPCCGEEEIIIWoQSfKEEEIIIYQQogaRJE8IIYQQQgghahBJ8oQQQgghhBCiBtH7ugJCVEROTg4zZ85k1apVnDp1inr16jFkyBD69u173scWFhYyffp0fvvtN7KysoiOjqZ79+6MHTuW0NBQl7IlJSXMnTuXH3/8kczMTBISEujXrx9Dhw4ts6HqiRMnmDZtGuvXryc/P59mzZpxzz330K1bt0qNHbwX//Hjx5kxYwZr167l1KlTREVF0blzZ8aMGUNCQoJL2bFjx7Jx40a395w2bRrt27e/+IDP4K3YZ86cycyZM91eZ9SoUYwZM8b5vbfa3huxd+rU6bzXWrdunfPf3mp3uLT4c3NznfHn5+dTr149br31Vm6//XZU1fXvmxdyn/379zNt2jS2b99OaWkpLVu25L777qNNmzaVFveF1ulsFxL7vn37mDVrFps2baKgoIDY2Fi6d+/OmDFjCAsLcyl76623cvz4cbf3XLRoEXXq1Ln4gM/grdgnTJjA0qVL3V7nhRdeoE+fPs7va0q7Hzt2jH79+p3zOrVr1+a7775zfu+tdj/Tjh07GD16NO+++26FfkcBLF26lC+++ILDhw8TEhJCjx49uP/++wkPD3cpV1Xf54WobJLkiSqvuLiYhx9+mP379zNw4EAaNmzIzz//zCuvvEJ2djYjRowo97EWi4WHHnqI1NRUbrzxRtq1a8euXbv4+uuv2bp1K7NnzyYgIAAAm83GM888w5o1a7jllltISkpi7dq1vPfeexw+fJjnnnvOed2srCzuu+8+8vLyGDRoEHFxcSxevJgnnniCCRMmkJKSUu3iP3XqFCNHjiQ/P5/+/fvTsGFD9u/fz6JFi1izZg1z5swhPj7eee29e/fSqlUrbr/99jL3bdiwYbWK3RFPSEgITz31VJlrNW3a1Plvb7W9t2J/+eWX3V7jr7/+4ocffqBHjx4ux73R7nBp8efn5zN69GgOHjxI9+7d6dSpE3v37uWdd95h06ZNvP766yiKcsH3SUtLY8yYMQQEBDBo0CBCQkL48ssvGTt2LFOmTKFdu3bVKvZDhw4xcuRI9Ho9t912G7Vq1WL79u18+eWXrF+/no8++ojg4GAACgoKOH78OF26dOGmm24qc9+oqKhqFTvYf5YTExNd/oDj0Lp1a+e/a1K7R0VFlfuaX758OWvWrHF5zXur3c90+PBhnnrqKaxWa4UfM2fOHKZOnUrHjh15+OGHOXbsGAsXLnT+vgsMDASq7vu8EJ4gSZ6o8hYuXMju3btdfqn269ePcePGMWvWLHr16lWml8nh999/JzU1lVtvvZXx48c7j8fFxTFr1iy+//57BgwYAMCKFStYvXo1Y8eOdb6Z9u/fn1deeYVFixbRt29fWrVqBcCsWbM4fvw4M2fOdP4lt0+fPowYMYJJkybRvXt3goKCqlX806ZNIysriylTprj85fTKK6/kiSeeYPbs2Tz77LMApKenk5eXR4cOHejZs2elxOmOt2IH+we+Jk2anDceb7W9t2J3F29GRgaTJk2ifv36vPDCC87j3mp3uLT4P/roIw4ePMjw4cP5z3/+4zzevHlzJk6cyPfff+/spbmQ+0yePBmTycQnn3xCYmIiACkpKQwZMoQ33niDBQsWVKvY33rrLSwWC3PmzKFRo0YADBgwgMsuu4y3336bhQsXcs899wD21wdA9+7dq+xr/kJit1gspKWl0aNHj/PGU5PaPSgoyG28e/bsYePGjVxxxRU89NBDzuPeaneHX3/9lf/7v/8jLy+vwo9JT09n5syZdO7cmXfeecfZa9m8eXNefPFFFi5cyF133QVU3fd5ITxB5uSJKm/ZsmXExsZy8803O4+pqsrw4cMxm80sX7683MceOXIEgGuuucblePfu3QHYvXu389j333+PXq9n0KBBLmUdbw6OYT1Wq5Xly5fTqlUrl6E6gYGBDB48mJycHP7444+LCdUtb8W/du1a6tatW2ZoTLdu3QgNDWXTpk3OY443/iZNmlxkVBXjrdiLioo4duzYeePxZtt7K3Z3Jk6cSG5uLs899xwhISHO495qd7i0+H/77TcCAwPL9NAMGDCAiIgIvvnmmwu+T3Z2NmvWrKFbt27OD/oAkZGR9O3bl7S0NHbs2HHJcV9IndypaOylpaVs3ryZK664wpngOfTq1QvA5TW/b98+ABo3bnxpwZ2Ht9r90KFDmEym8/4s17R2d8dms/H//t//A+C///0vev2/f//3VrsDPProozz99NPExMS47TUsz48//ojZbGbIkCEuQ3JTUlKIj493GZJbVd/nhfAESfJElVZQUMDBgwdp2bKlyzAbgKSkJABSU1PLfbxj+NiBAwdcjh8+fBjAZfjhjh07aNSokcuHWoD69esTHh7uvM+BAwcoKipy/rXPXZ0q603fm/FPnz6dt99+u8w1iouLKS4udnnzPPvDfnFxMTabraJhVYg3Y9+3bx+apjk/yJSWlmKxWMpc01tt783Yz7Z+/XpWrlxJz549ywxD80a7w6XHn56eTt26dZ1DtBxUVSUxMZHdu3djs9ku6D6Or+7a3nHsXHWqKG/FbjAYWLBgAc8880yZa5w8eRLAZX7S2W1fVFSEpmkXEWH5vBU7lI2npKTE7fDAmtbu7ixdupTdu3czfPhw6tWr53LOG+3ucPDgQR544AE+/fRT6tevX+HHOX7nnt1GiqLQsmVLDh48SEFBgbNsVXufF8JTZLimqNIyMjLQNM3tEJXQ0FBCQkI4duxYuY/v1q0b1113HXPnziU+Pp527dqxb98+Jk+eTHx8PLfeeitgf4PPy8tzmYdxpvj4eOd9MjIyANzWyfHh+Vx1uhDeih+gVq1abq8xb948rFYrHTp0cB5zvPEvXryYn376iZMnTxIUFMS1117LuHHjiI6OvtiQnbwZ+549ewD4+++/GTRoEIcOHUJVVa644grGjRvHZZdd5qwTeL7tvRn72aZNm4Zer2fs2LFlznmj3eHS4w8ODqawsNDtuZycHMxmM3l5eZw8ebLC96lI2x89evT8wZ2Ht2KPjIx06Zk60yeffALgsojO3r17CQ0N5b333uPnn38mPz+fsLAwevbsyYMPPlgpw9a8GbvjZ/nPP//kzTff5MSJExgMBjp37swjjzxC3bp1nXWCmtXuZ7JYLMyYMYPw8HBnb9aZvNHuDgsWLMBoNF7w4zIyMggODi6zUBC4/l6uX79+lXyfF8JTJMkTVZrjr2+Oyf9nCwgIoLi4uNzHq6rKvffeS1pamstk85iYGKZOnUpsbGyF7hMYGOi8j6Osuzc3x19RS0pKzhlXRXkr/vKsXbuWjz76iJCQEO68807ncccQnj179jBu3DiMRiNr167lu+++Y/v27Xz88cdERERUOE53vBm7I56tW7cybNgwEhIS2LNnD/PmzWP06NFMmzaNVq1aea3tfdXu27ZtY8eOHfTp08dt0u+NdodLj79NmzasWrWKbdu2uXyg27lzp3OVwNLS0gu6T3Vp+4rGXp6lS5eyZMkSEhIS6N+/P2Afzrd//35KSkrIzs7m2WefxWq18ttvv7Fw4UJ27tzJ9OnTMRgMFxzvmbwZu+Nnefv27YwcOZLw8HC2b9/OggUL2LZtGx9//DGJiYk1vt1//vlnMjIyGD16dJl7e6vdHS4mwQP7c1desnlmG1XV93khPEWSPFHtnb0s9pk2btzII488gk6nY9SoUbRo0YJjx44xb948Ro0axdtvv80VV1xx3uEnmqY573Ouso5zZw+38aTKiN+d1atX8/TTT6NpGi+//LLLh/7bbruNkpIS7rrrLmes119/PQ0aNODdd9/lk08+4eGHH67UON2prNivvvpqwsPDueOOO5xJSrdu3bj66qsZOXIkb7/9Nh9//HGVantPtPvChQsBGD58uNvrVpV2h3PHf++997J69WqeeeYZHn30UZKSkti3bx9vvfUW4eHh5Obmllkq/Xz3qS5tfymxL168mNdee42goCDeeOMN55A2k8nkTAJuu+02Z/mbb76Zt956i4ULF/Ldd98xcODAyg3UjcqK/eabbyYpKYl77rnHmVz06NGD5ORknn76aT744ANeffXVGt/uX375pXPV0LNVpXY/l4q2UXV+nxfiYsicPFGlOf7iVt5fzEpKStwO0XCYNm0aJpOJSZMmMWbMGLp3787QoUOZM2cOer2eF154AYvFUqH7OPYWc3zwcVfWcexcdboQ3or/bIsWLeLxxx/HZrPxyiuvlNkTaPDgwdx9991l3uQGDRqETqfjr7/+utBQy/Bm7N26deOBBx4o0wvVsmVLkpOTSU1NJT8/32tt74t2N5lM/Pnnn7Ro0aLcRRa80e5w6fEnJSXx5ptvoigK48ePp1+/fjz//PPceuutXHvttQBERERc0H3OVbYqtX1FYz/bjBkzeOWVVwgMDGTy5Mm0bNnSeS4wMJA777zT5YO+w9ChQwGqxGv+QmLv1asXY8aMKdN71KNHDxISEpzx1OR2z8jIYMeOHXTu3Nntz4S32v1ShYSEnPN5A3sbVdX3eSE8RXryRJVWu3ZtFEVxjo8/U0FBAUVFRedcRGLv3r3Ur1+/zAISsbGxdOvWje+++460tDSaNWtGZGSk2/uA/c3QMUfDsfGru7LnGsd/MbwZv8PUqVOZM2cOISEhvPHGGxXeiBbAYDAQFhZGUVFRhR9THl/E7o5jnllRUZHX2t4Xsa9fv57CwkJuvPHGC65vZbY7XHr8YF9Z9LvvvmPv3r1YLBaaNGlCcHAw999/PwkJCRgMhgu6T3Vpe6hY7A4Wi4VXXnmFZcuWERcXxzvvvEPz5s0rXN8zXx+Xytuxlyc6OpqsrCyg5rY7wMqVK9E07aJe85XZ7peqTp067Nq1i8LCwjILqmRkZKCqKnFxcYSEhFTJ93khPEV68kSVFhISQsOGDdm5c2eZc46VrcqbRA32Mf7lrSjmOO4YepGUlMSBAwfK/OXu0KFD5OfnO+/ToEEDQkND3a505jiWnJx8vtAqxJvxA0yaNMm56fnMmTPdJnh79uxh8ODBTJo0qcy5kydPkpOT43yjvBTeit1ms3HXXXcxcuRIt2XT0tIICgoiJibGa23v7XYH+xBPgM6dO7t9nLfaHS49/s2bN/PNN9+g1+u5/PLLSU5OJjg4mPz8fLZv3+5Mfi/kPi1btkRVVbdlHW1/rjpVlLdiB/sy8ePHj2fZsmU0adKEjz76yG2C9+eff3L77bczb968MufS0tIAyqzKeDG8FXt2djZDhw51u7KoxWLhyJEjzkVpamK7O2zcuBFFUcp9zXur3S9VeauPaprGzp07ady4sTP5q4rv80J4iiR5osrr2bMn6enp/Pjjj85jNpuNefPmYTQaz7mfTpcuXThy5AgrV650OX7ixAl+++034uLinEtDp6SkYDKZ+OKLL1zKOlaac2yiq9frufHGG9m2bRvbtm1zlispKWHhwoVER0dz9dVXX1rQZ/BW/N988w1ffPEFdevWZfbs2TRt2tTtNevXr09mZibff/896enpzuOapvHBBx8AcMstt1x0vGfyRuyqqjoXXTh736Pvv/+etLQ0UlJS0Ov1Xm17b7W7w99//01gYGC5QzW92e5wafFv2LCB119/nfXr17scnzJlChaLhTvuuOOC7xMTE0PHjh355ZdfXFZTzMnJYfHixTRr1owWLVpcctwXUid3LiT2Dz/8kF9//ZWkpCRmzJhRbs9E48aN+eeff/jyyy9dVnC0WCxMmzYNgN69e19UrGfzRuzR0dGYTCZWrlzpXFnXYc6cORQUFDh/lmtiuzv8/fff1K9f3zlE8WzebPdLccMNN6DX65k3b57LH69++OEHMjMzne/dUHXf54XwBCUnJ8czG54IUUlKSkq4++67+eeffxg8eDD169fnf//7H+vXr+c///mPc5GIvXv3sm/fPpo2beochpaVlcW9995LVlYWt9xyC5dffjknTpzg66+/prCwkLfeesv5i1rTNB588EE2btxIv379aNmyJWvWrOGXX37h9ttv58knn3TWKSsrizvvvJOSkhKGDRtGVFQUixcvZvfu3bzyyisXNfzFl/EXFhZy6623kpeXx/Dhw90OYQwMDKRHjx6APfmZMGECcXFxDBgwgJCQEH7//Xc2bNhASkoKEyZMqDaxA+zfv5/Ro0djNpvp378/DRo0IDU1le+//57GjRszffp0wsPDndf1Rtt7K3aH3r17ExwczJdffllunbzV7pUR/5133onVamXw4MHExMSwcuVK/vjjD0aNGuWyYXRF7wP2n5ORI0cSHBzM0KFDMRqNLFy4kPT0dKZMmVLuIkZVMfajR48ycOBAbDYbDzzwgNuhgFFRUVx11VUAzJ49m+nTp9OgQQP69esH2Deh3rVrFyNGjHC75UZVjR1g3bp1PProowQGBjJw4EDi4uJYv349v/76K+3bt+e9995zDm+sSe3uYDab6dKlC1dddRXvvfdeuXXyVrufbcaMGcyaNYspU6a4jCg5evQo27ZtIzEx0aVnc+bMmc7RJzfccAOHDx9mwYIFNGvWjA8//NC5ImZVfZ8XwhMkyRPVwqlTp5g6dSqrVq2isLCQBg0aMGzYMHr16uUs43hTOPsN7dSpU8yaNYtVq1aRmZlJSEgIbdu25d577+Xyyy93uU9xcTEzZ87kp59+Iicnhzp16tC/f38GDx5cZmWzo0eP8sEHH7Bu3Trn/Id7772XLl26VLv4V69ezSOPPHLOOsTHx7N06VLn9+vWrWPOnDns3LkTq9Xq/BAwYMCAc64CV9Vidzh8+DAzZsxg/fr15OfnEx8fz3XXXce9995b5i/d3mp7b8UO9t6/Fi1a8NFHH52zTt5qd0cMFxv/4cOHmTZtGlu2bKG4uJjGjRszdOhQtx/MKnIfhz179jB16lS2bt2Koihcfvnl3H///ZU+dMvTsX/11VdMnDjxnHVo06YNM2fOdH7/v//9j88//5y9e/eiqipNmjRhyJAh5+xhuhjeavedO3cye/ZstmzZQklJCYmJiaSkpDB8+PAyC7LUlHZ3yMzMpHfv3tx444383//93znr5K12P1N5Sd7SpUuZMGECvXv35sUXX3R5zNdff83ChQv5559/iI6Oplu3btx3333OP9A5VNX3eSEqmyR5QgghhBBCCFGDyJw8IYQQQgghhKhBJMkTQgghhBBCiBpEkjwhhBBCCCGEqEEkyRNCCCGEEEKIGkSSPCGEEEIIIYSoQSTJE0IIIYQQQogaRJI8IYQQQgghhKhBJMkTQgghhBBCiBpEkjwhhBBVks1m83UVxDlI+wghRNWl93UFhBDCn2zcuJGxY8e6PaeqKgEBAcTGxpKcnMygQYNo2bKll2t4cY4dO0a/fv3Q6XSsWbPmkq5lNpv5/PPPOXnyJI888ojz+NKlS5kwYQIdO3bkgw8+uMQaVx5Hvc6mKApGo5GIiAiaNm1Kjx496N27N3p99XjrLa9Ny2sfIYQQVUf1eKcRQogaKCUlxeV7m81GaWkpe/fuZdmyZfz44488//zz9O7d20c19I1PPvmE6dOn07dvX19X5YIEBQXRvXt35/eaplFaWkp6ejpr165l9erVLFiwgMmTJxMfH+/Dml6a6to+QgjhTyTJE0IIH3HX+wP2ZG/KlCl89tlnvPHGG3Tp0oXIyEjvVs6HrFar2+PXXnstrVq1IigoyMs1qpjIyMhy2/TQoUNMmDCB7du38+CDDzJnzhxCQkK8XMMLEx8fz8KFC1EUxeV4ee0jhBCi6pA5eUIIUcWoqsoDDzxAVFQUJSUlrFq1ytdVqhJCQ0Np2LAhCQkJvq7KBWvQoAGTJ0+mXr16HDp0iM8++8zXVTovvV5Pw4YNadCgga+rIoQQ4gJJT54QQlRBer2e2rVrc+rUKbKzs13O5ebmMn/+fH7//XeOHj2KTqejfv363HTTTQwcOJDAwECX8p06dSIiIoIlS5Ywc+ZMfvrpJ3JyckhISOD6669n+PDhhIWFOcufb37dhc6Ny8zM5IsvvmDt2rUcPXqU0tJSwsLCuOyyyxg4cCBdu3Z1qavD4sWLWbx4Mb179+bFF188533T09P57LPPWL16NSdOnMBoNNK0aVN69+7NLbfcgk6nKxNfq1ateP/995k9eza//vorGRkZhIWFcdVVVzFq1Cjq1q173tguRFhYGA8++CDPPPMMCxcuZNSoUS71Avjll1/45ptv2LVrF8XFxcTHx3PNNddw9913Exsb61L2/vvvZ9OmTSxcuJC9e/eyYMEC9u3bh6ZpNG/enCFDhnD99deXqcfSpUtZunQphw4dIi8vj6ioKK644gqGDBlCq1atyjxPZ/4clNc+1113HY8//jhxcXEsXry4TFwAzz//PD/99BNPPfUUAwcOvKTnUgghxLlJT54QQlRBJpOJw4cPA1C7dm3n8bS0NIYNG8bHH3/MyZMnueqqq2jbti2HDx/mvffeY9SoUZw6darM9Ww2G48++iifffYZtWrVonPnzuTk5PDxxx8zatSoMolkZdmzZw/Dhg3j008/JT8/n/bt23PVVVdhNBpZs2YNjz/+OIsWLXKWT0lJoWnTpgDUrVuXlJQUWrdufc57bNq0iSFDhrBgwQJKS0vp2rUrSUlJ/P3337z66quMGzeOkpKSMo8rLCxk1KhRLFy4kISEBK6++mrMZjPLli1jxIgRZGRkVOpzAdClSxeMRiP5+fmkpqY6j2uaxssvv8wzzzzD5s2badiwIV27dsVms7FgwQKGDx/Onj173F5zxowZjB8/nvz8fK688kpq167N1q1befbZZ/nmm29cyk6aNIkJEyaQmppK06ZN6dq1K2FhYfz000+MHj36vL3G5bXP1VdfTUJCApmZmW7/MJCXl8fvv/9OUFBQmbmoQgghKp/05AkhRBVjNpt54403KCgoICIigi5dugBgsVh44oknyMzMpGfPnjz77LPOXrucnByeeeYZNm3axAsvvMD777/vcs38/Hx27NjB5MmT6dy5MwAFBQU8+eSTbNy4kXfffbfc+WSXYuLEieTm5nLbbbfx1FNPOed3WSwW3nnnHb788ks+//xz+vXrB9jnKc6YMYN9+/bRrl07nn/++XNePzc3l6eeeorCwkLuuusu7r//fufqlceOHeOxxx5j3bp1TJo0ieeee87lsWlpaTRq1IgvvvjC2WuXk5PDyJEjOXLkCF999RUPPPBApT4fAQEBJCYmkpaWxsGDB50J7Geffcb3339Pw4YNmThxIg0bNgTsyfns2bOZOXMmTz75JAsXLiQgIMDlmr/++isvv/wyPXv2dB575513+Pzzz5k9ezYDBgwAICMjgwULFhAeHs68efNchr3OmTOHqVOn8uGHH7r0rJ7tXO3Tr18/pk+fzpIlS7jmmmtcHvfDDz9QWlrKLbfcQmho6MU9eUIIISpMevKEEMJHXnjhBZf/nn/+eR5++GF69uzJkiVLCAgI4KWXXnJ+KF6xYgVHjhyhXr16/Pe//3UZlhkZGcnrr79OcHAwa9eudeklchg5cqQzwQP7HLcJEyag1+v56aefOHnyZKXGZzKZaNiwIVdeeSVjx451WcBDr9c7k4+jR49e9D2+/fZb8vLyaNeuHQ899JDL9gR16tThtddeQ1VVlixZQmZmZpnHjxs3zmVYZmRkJH369AFg3759F12vcwkPDwdw9rhaLBY++eQTAF566SVnggf2+ZmjR4+mTZs2HD9+nB9//LHM9Xr06OGS4AEMHz4csA+VzcnJASArKwtN0wgLCyM6Otql/NChQ3n00UcZPXr0Rcd16623otPpWLVqlfOeDt999x0A/fv3v+jrCyGEqDhJ8oQQwkeWL1/u8t+KFStITU2lVq1aDB48mM8++8zZiwewYcMGAK6//nq3e61FRkZy9dVXA7B+/foy53v16lXmWFxcHMnJydhsNrePuRRGo5Hnn3+e999/35nYgL1Xcdu2baxYsQKwJ4MXy/Gc3HzzzW7PN2rUiMsvvxyr1cqmTZvKnHc3FDQuLg6A4uLii67XuTjiVVX7W/Du3bvJzc0lPDy83H0RHT1j69atK3POXQwxMTHOpNoxVLVx48ZER0dz9OhRhg8fzuzZs9mxYwdWq5WAgACGDh3Ktddee9FxxcbG0q1bNywWC8uWLXMeT01NZd++fTRt2tRlzp8QQgjPkeGaQgjhI+4+sJ+LoycqMTGx3DKOc2f3WgUGBpa7N1utWrUAPDIHDezz8hYtWkRqair//PMP+fn5AGWW5r8YFX1OUlNTyzwnqqq6HTroWDRE07RLrp87eXl5AERERABw/Phx5/EzFzZxJz09vcyxMxNoB1VVUVUVq9WKzWYD7D8DEydO5L///S9paWlMnz6d6dOnExoaypVXXslNN93Etddee0ntMmDAAH799VeWLl3KsGHDAOnFE0IIX5AkTwghqomKJB2OD/RGo9HluLvVDs++rrveQXcuZJ+0KVOmOIci1q5dmw4dOtCgQQOaN29O3bp1ueuuuyp8LXcu5TmpjCTzQuXn53Ps2DEAWrRoAfxbv+jo6PMmeY6E/EwXEkfr1q35+uuvWb9+PatXr2bjxo3s37+fFStWsGLFCjp37sykSZPO+fNyLp06daJevXrs27ePnTt30rhxY/73v/8RGBhYZkipEEIIz5EkTwghqgnHMMJzzWH7559/AMrMuSosLKSgoMBtz5Xjeo4EwjGM0Gq1omlamSTC0RN3Ptu2beOTTz5Bp9Px6quv0qNHD5fze/furdB1ziUuLo6DBw9e1HPiC7///juaphEXF+dcpdLRrtHR0R5Z/OZser2ezp07O+dn5uTk8PPPP/Puu++yZs0aVq5cWaatKkpRFPr168f777/PTz/9ROvWrSksLKRPnz6y4IoQQniRzMkTQohqokOHDoB9ARaLxVLmfE5ODn/99RcAHTt2LHN+5cqVZY6dOHGCnTt3YjQanY8JCgpynne3tcLWrVsrVN/NmzcD0Lx5c7dJw+rVq53/dvRmwYX1TDmek59++snt+bS0NHbv3o1Op6Ndu3YVvq4nFBUV8fHHHwP2YY2O3rKWLVsSHBzMgQMHOHLkiNvHvv766wwfPpwFCxZc9P3/97//cdttt/Haa6+5HI+MjGTgwIFceeWVwL/DR8tzvva55ZZbMBgMzt5BwLl6qhBCCO+QJE8IIaqJ66+/nsTERI4cOcKrr75KaWmp81xubi7PPvssxcXFtGvXjssuu6zM49977z3279/v8pjnn38eq9XKgAEDnD0tERERzl49x1BLh6VLl7pNFt2JiooC7InWoUOHXM6tWLGCWbNmOb8/c/EVxxYBFekx7NevH2FhYWzcuJGpU6e6DCU9ceIE48ePR9M0UlJSfNqT988///DYY49x5MgRmjRp4lz9EuzxDh48GJvNxjPPPENaWprLY5csWcKiRYvYs2fPJS1c0qxZM44cOcKyZcvYuHGjy7kjR46wbds2gPPe43ztExkZSY8ePUhPT2fFihU0adLkvHsdCiGEqFwyXFMIIaoJg8HAxIkT+c9//sPSpUv5888/ad26NVarlc2bN1NYWEizZs145ZVX3D7eaDRy55130r59ewICAti0aRMFBQW0b9++zH5wI0aM4LXXXuOLL75g3bp1NGzYkLS0NNLS0ujbty+LFy8+b31vuOEGPvroI44dO8bw4cNp27YtgYGB7N+/nyNHjpCQkEBBQQGFhYWcPHmSOnXqADi3EPj999957LHHSE5OZsSIEW7vERUVxWuvvcbTTz/NnDlz+OGHH0hKSqKwsJAtW7ZQWlpKhw4deOqppy7gmb44OTk5vPDCC87vNU2juLiYY8eOceDAAWw2G5dffjlvvfVWmb3uRo8ezf79+1m5ciV33HEHl112GfHx8c7nHODxxx8nKSnpouvXsGFDxowZw4wZMxg7diwtW7akVq1a5ObmsnXrViwWC/379z9vQlaR9hkwYAA//fQTNptNevGEEMIHJMkTQohqpFmzZsyfP5958+axcuVK/vrrLwwGA40aNeLmm29mwIABGAwGt4995513+Oabb/jll18oLCykQYMG9OnTh9tuu63Moiv9+/cnMjKSzz//nN27d3PixAmaN2/O22+/Tb169SqU5AUHB/PRRx/x0UcfsWbNGjZt2oRerycxMZFRo0YxbNgwXnjhBf744w9WrVrF4MGDAejatSvDhw9n2bJlrF27lqKionKTPLAv9jFv3jw+++wz1qxZw6pVqwgODiYpKYk+ffrQq1cv5zxDTyouLmb58uUuxwICAoiOjqZr167ccMMN3HDDDW4XNdHr9bz55pssX76cJUuWsGfPHnbv3k1cXBzXXXcdw4YNq5TesFGjRlGvXj2+++475z1CQ0Np3749t956KzfccMN5r1GR9klOTsZoNKIoitutO4QQQniWkpOT45k1ooUQQlQJjhUblyxZQkJCgo9rI/zBjz/+yH//+19uueUW/vvf//q6OkII4XdkTp4QQgghLplj0/VDhw4xbdo0FEVx7pUnhBDCu2S4phBCCCEu2XvvvceSJUucCwL179+fJk2a+LhWQgjhn6QnTwghhBCXrGXLluh0OiIiIhgyZAhPPPGEr6skhBB+S+bkCSGEEEIIIUQNIj15QgghhBBCCFGDSJInhBBCCCGEEDWIJHlCCCGEEEIIUYNIkieEEEIIIYQQNYgkeUIIIYQQQghRg0iSJ4QQQgghhBA1iCR5QgghhBBCCFGDSJInhBBCCCGEEDXI/wcKjr6D2TOlcQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] @@ -17187,7 +18983,7 @@ }, { "cell_type": "code", - "execution_count": 181, + "execution_count": null, "id": "b6debb09", "metadata": {}, "outputs": [ @@ -17291,7 +19087,7 @@ "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 181, + "execution_count": 186, "metadata": {}, "output_type": "execute_result" } @@ -17302,7 +19098,7 @@ }, { "cell_type": "code", - "execution_count": 182, + "execution_count": null, "id": "7294b37b", "metadata": {}, "outputs": [], @@ -17312,7 +19108,7 @@ }, { "cell_type": "code", - "execution_count": 183, + "execution_count": null, "id": "37143fa9", "metadata": {}, "outputs": [ @@ -17322,7 +19118,7 @@ "413801074.72" ] }, - "execution_count": 183, + "execution_count": 188, "metadata": {}, "output_type": "execute_result" } @@ -17333,7 +19129,7 @@ }, { "cell_type": "code", - "execution_count": 184, + "execution_count": null, "id": "a3b30137", "metadata": {}, "outputs": [], @@ -17343,7 +19139,7 @@ }, { "cell_type": "code", - "execution_count": 185, + "execution_count": null, "id": "56a29596", "metadata": {}, "outputs": [ @@ -17353,7 +19149,7 @@ "15890000.0" ] }, - "execution_count": 185, + "execution_count": 190, "metadata": {}, "output_type": "execute_result" } @@ -17364,7 +19160,7 @@ }, { "cell_type": "code", - "execution_count": 186, + "execution_count": null, "id": "11b80273", "metadata": {}, "outputs": [], @@ -17374,7 +19170,7 @@ }, { "cell_type": "code", - "execution_count": 187, + "execution_count": null, "id": "e4af1fa4", "metadata": {}, "outputs": [ @@ -17384,7 +19180,7 @@ "96.15999064024857" ] }, - "execution_count": 187, + "execution_count": 192, "metadata": {}, "output_type": "execute_result" } @@ -17395,7 +19191,7 @@ }, { "cell_type": "code", - "execution_count": 188, + "execution_count": null, "id": "2ef3bc08", "metadata": {}, "outputs": [], @@ -17408,7 +19204,7 @@ }, { "cell_type": "code", - "execution_count": 189, + "execution_count": null, "id": "1ba5bae2", "metadata": {}, "outputs": [ @@ -17418,7 +19214,7 @@ "Index(['Year', 'Q1', 'Q2', 'Q3', 'Q4'], dtype='object')" ] }, - "execution_count": 189, + "execution_count": 194, "metadata": {}, "output_type": "execute_result" } @@ -17429,7 +19225,7 @@ }, { "cell_type": "code", - "execution_count": 190, + "execution_count": null, "id": "263a27d3", "metadata": {}, "outputs": [], @@ -17440,7 +19236,7 @@ }, { "cell_type": "code", - "execution_count": 191, + "execution_count": 298, "id": "006ddaa7", "metadata": {}, "outputs": [ @@ -17465,64 +19261,65 @@ " \n", " \n", " \n", + " Year\n", " Q1\n", " Q2\n", " Q3\n", " Q4\n", " \n", - " \n", - " Year\n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", - " 2014\n", + " 0\n", + " 2014\n", " 15438679.50\n", " 16084622.31\n", " 17479127.58\n", " 18150356.45\n", " \n", " \n", - " 2015\n", + " 1\n", + " 2015\n", " 16050601.38\n", " 16463341.91\n", " 17976234.59\n", " 18533752.07\n", " \n", " \n", - " 2016\n", + " 2\n", + " 2016\n", " 15943714.54\n", " 16218542.41\n", " 17555441.69\n", " 18213537.29\n", " \n", " \n", - " 2017\n", + " 3\n", + " 2017\n", " 15797965.83\n", " 16334719.27\n", " 17760228.17\n", " 18598067.07\n", " \n", " \n", - " 2018\n", + " 4\n", + " 2018\n", " 16096654.19\n", " 16580508.07\n", " 18081342.10\n", " 19041437.59\n", " \n", " \n", - " 2019\n", + " 5\n", + " 2019\n", " 16434552.65\n", " 16931434.89\n", " 18494114.17\n", " 19530000.00\n", " \n", " \n", - " 2020\n", + " 6\n", + " 2020\n", " 16740000.00\n", " 15890000.00\n", " 17820000.00\n", @@ -17533,18 +19330,17 @@ "" ], "text/plain": [ - " Q1 Q2 Q3 Q4\n", - "Year \n", - "2014 15438679.50 16084622.31 17479127.58 18150356.45\n", - "2015 16050601.38 16463341.91 17976234.59 18533752.07\n", - "2016 15943714.54 16218542.41 17555441.69 18213537.29\n", - "2017 15797965.83 16334719.27 17760228.17 18598067.07\n", - "2018 16096654.19 16580508.07 18081342.10 19041437.59\n", - "2019 16434552.65 16931434.89 18494114.17 19530000.00\n", - "2020 16740000.00 15890000.00 17820000.00 0.00" + " Year Q1 Q2 Q3 Q4\n", + "0 2014 15438679.50 16084622.31 17479127.58 18150356.45\n", + "1 2015 16050601.38 16463341.91 17976234.59 18533752.07\n", + "2 2016 15943714.54 16218542.41 17555441.69 18213537.29\n", + "3 2017 15797965.83 16334719.27 17760228.17 18598067.07\n", + "4 2018 16096654.19 16580508.07 18081342.10 19041437.59\n", + "5 2019 16434552.65 16931434.89 18494114.17 19530000.00\n", + "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 191, + "execution_count": 298, "metadata": {}, "output_type": "execute_result" } @@ -17555,13 +19351,55 @@ }, { "cell_type": "code", - "execution_count": 192, + "execution_count": 317, + "id": "afd1d112", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 317, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the bar chart for Initial and Revised Budgets\n", + "dfRealgdp.plot(x='Year', y= ['Q1', 'Q2', 'Q3', 'Q4'], kind='bar', figsize=(12, 6), width=0.7)\n", + "plt.xlabel('Year')\n", + "plt.ylabel('Values')\n", + "plt.title('Realgdp')\n", + "plt.legend(['Q1', 'Q2', 'Q3', 'Q4'])\n", + "plt.tight_layout()\n", + "# Calculate the mean across all quarters\n", + "mean_value = dfRealgdp[['Q1', 'Q2', 'Q3', 'Q4']].mean(axis=1)\n", + "\n", + "# Draw a horizontal line across the bars at the mean value\n", + "plt.axhline(y=mean_value.mean(), color='blue', linestyle='--')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 299, "id": "5960bb99", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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514cffshHH33EM888Q6dOnQgKCmrAbyIiIiIiIiKNkcNNdEFBAX379q2y3WQy0alTJw4ePFinid2IAQMGEB0dTUpKCuXl5Vy+fJmjR4+Sl5cHwI4dOwgLC+PkyZNEREQQFxeHj48PoaGhFBUVkZSUxKeffsr58+fx9vYGIDw8nKioKFd+LREREREREWkkal7k+z1Wq9XeWH6fn58fV65cqbOkfojnn3+e4OBgNm/ezL///W9CQ0MZNGgQd9xxB+7u7mRlZVFRUUFUVJR9EbrVamXChAm8//779OrVi4kTJ9qnd7/11luVBqmJiIiIiIjIzcvhO9EVFRU17jOZTI2m0Zw/fz7nz59n6NChFBUVcfToUQ4dOoSfnx/du3cnICCAbdu2sWrVKvbs2cPMmTM5duwYhw4d4re//S0jR44EIC8vj2+++YaMjAz27NlDnz59ar2uNTsbavk3Etdzs9kIBdzOncOqAR+NnuplPKqZsahexqJ6GY9qZizuzTXfSBzn9HuiG7PU1FR27NhBbGwsM2bMqDFu0aJFrFy5khYtWhAYGMihQ4eIjIzkF7/4hT3mySefpEuXLvzud78jMzPzuk10/pgnqPi/yd4iIiIiImIcrT/4u6tTEANpUk30xo0bARg1alStcQkJCaxatYorV64QGhpKfHw88fHxVeKOHj0KQJs2beo8VxERERERaRyuPVVbWlrq4kzEEdfqVJf1cmYqu1NNtMVi4dy5c1W2X1sPnZOTU+Nj3SEhIc5c6obs27cPs9lMaGhorXH+/v506dKF9PR0CgoKCAwMtO8rKSnh7NmzfPrpp7zzzjt06dKF6Ojo+k5dRERERERcpLysDLjaz4hx1FW93N3dCQ8PdzjeqSY6NTWV1NTUGvfHxsZWu91kMrF7925nLuW0CxcuYLFYiIyMdCj+2uCw3NzcSk30mjVrWLhwIQABAQFMnTrVPoBMRERERESaHncPDygrw2w26//vbwClpaXk5OS4rF5ONdE3OjyssQwd+y7T/w14KC8vr7T99ttvZ/78+Zw7d47k5GTGjBnD3Llz6d+/vyvSFBERERGRenatN/Dy8nLqsV5xLVfVy+EmesOGDfWYxg/n7++Pt7c3ubm5DsVfiwsKCqq0/bbbbrN/7t+/P4899hjz58+/bhMd9PZSTedu5Gw2G2VWKx6envb/oZTGS/UyHtXMWFQvY1G9jEc1M5jmzUFDgsVBDjfRRhiu1atXL9LS0sjOzqZdu3Y1xhUVFZGRkUFoaChms7nGuJCQEHr06MHOnTvJz8+v0nB/l2ct15PGwWKxcDo7m3YhIfqF0QBUL+NRzYxF9TIW1ct4VDNjsVgsaqLFYU1qOndMTAxpaWksX76c6OhoNm3aRGZmJvn5+ZhMJsLDw0lISCAzMxOr1Wpfw/3ss89y8uRJ+vbtS1paGrm5ufj6+tKjRw/7sd7e3i7+diIiIiIiIuJqN9REl5eXs3PnTvbs2UNWVhbffvstbm5u+Pv707FjR/r27ctdd91V17le14ABA7jnnntISUkhJSWFiIgIYmJiAFi/fj0ZGRlMnToVgLCwMOLi4oCrQ8b27NnD2rVriYmJoUuXLpw5c4bVq1djsVj4yU9+gq+vb4N/HxEREREREWlcnG6id+/ezeuvv87p06eBqkPDDhw4wOrVq2nfvj1Tp07ljjvuqJtMb8C19SfBwcEMHz6cVatWUVBQAFx9pNvNzQ24OoUbwM3NDc//W7dSUlJiHzrm4dGkbtiLiIiIiIjIDTIVFhY6PDr7k08+Yfbs2ZSXlxMQEEDfvn0JDw/Hz88Pq9XKhQsXOHr0KPv27aO4uBgPD48GnWydmprK5MmTiY2NZcCAAWzYsIGjR4+Sn5+Pn58fYWFhDBgwgH/+859kZmYSGBjI/PnzWbx4MYcPH2bo0KHs2rWLb7/9lqCgIPr168eBAwc4c+YMO3furPXa2UXZVNg0WKwxs9lslJWV4eHhoQEfBqB6GY9qZiyql7GoXsZj5Jr5evoS5FPzLKCmyGKx2OcqaQ174+fqejl8i/XcuXO8/PLLlJeXEx8fz1NPPVXjO7mKi4tZvnw5ycnJzJkzh7Vr19rv9tanjRs3AjBq1ChCQ0Pp27dvtXGDBg1i0KBBWK1WAgMDefnllykoKKBjx46V4mw2G0OGDLHfsa7NuM/GUVha+IO/g4iIiIiIK71333s3XRMt4gyHm+h169ZhsVgYPXo0Y8eOrTW2RYsWjB8/nmbNmpGYmMj69esZPXr0D072evbt24fZbCY0NLTWOH9/f7p27Up6ejrNmjUjMDCQ1q1bV4nbvHkzeXl59OvXr75SFhERERFpVGw229Vp1TeR0tLSSn9K41Yf9XLmjrbDTfTevXvx9/d3qhmOj48nOTmZ3bt313sTfeHCBSwWC5GRkQ7FBwcHA1ffFx0YGFhl/9dff83rr7+Ou7s7TzzxRJ3mKiIiIiLSWJWVlZGdk+3qNFwiJyfH1SmIE+qqXu7u7oSHhzsc73ATffr0aTp16oSnp6fDJ/f29qZTp05kZWU5fExDubY25drwsO86cuQIEyZMoLi4mBdeeIGuXbs2dHoiIiIiIi7h4eFBSLsQV6fRoEpLS8nJycFsNte4ZFUaD1fXy+Em+sqVK7Rq1crpC7Rq1YqioiKnj3OWv78/3t7e5ObmOhR/LS4oqPJ6j507dzJz5kwsFguTJk3ikUceceh8S+5ZosFijZyRB3zcjFQv41HNjEX1MhbVy3iMXDNfT9+bdriWl5fXTfvdjchV9XK4ibZarbi7uzt9AW9vb8rKypw+7kb06tWLtLQ0+6S2mhQVFZGRkUFoaChms9m+fc2aNbzxxhu4ubkxZ84cBg8e7PC12/nWfD1pHCwWC9k52YS0C9H/OBqA6mU8qpmxqF7GonoZj2om0nRdf+y0gcTExACwfPnyStsvXbrElClTSEtLAyA5ORmr1UpsbKw95v3332fevHk0b96cRYsWOdVAi4iIiIiIyM3B4TvRRjBgwACio6NJSUmhvLycy5cvc/ToUfLy8gDYsWMHYWFhnDx5koiICOLi4gDYvXs3CxcuxN/fnyVLlmA2mxk6dChDhgxh3LhxrvxKIiIiIiIi0og41UQXFBSwf/9+py5QUFDgVPwP9fzzz5Oens7mzZvx8vKiW7du9OzZk/Pnz/Of//zHPuQsKioKLy8vKioqeP3117HZbNx9990cOXKEadOmcf78eY4dO8ZHH30EwODBgw23nkVERERERETqlqmwsNDmSOCdd975g5rIPXv23PCxzpgyZQo7duxg6NChFBUVcfToUfLz8/Hz8yMsLIyAgAC2bduGzWajQ4cOzJgxgzFjxlz3vP/+97/x8Kj5NwfTt8cxabBYo1Zhs1FmteLh6YmbfhBp9FQv41HNjEX1MhbVy3jqumY275bYWtxSB5lJdSwWi32uktawN36urpdTd6JtNof67Soa6g5uamoqO3bsIDY2lhkzZtQYt2jRIlauXEmLFi0ICgpi7969LF++nMTERFq0aMHQoUN5//33efzxxx1+nNv3g1/gdqVh77qLiIiIyM3hUsIONdEijYTDTfTnn39en3nUiY0bNwIwatSoWuMSEhJYtWoVV65cITQ0FICjR48ydOhQxo4dy4kTJ3j//ffrO10REREREYdU2GxYLBZXp9FklZaWVvpTGrf6qJczd7Sb1GCxffv2YTab7Y1xTfz9/enSpQvp6ekUFBQQGBjInDlz7C/qPnHiREOkKyIiIiLikDKrlezsbFen0eTl5OS4OgVxQl3Vy93dnfDwcIfjb6iJPnbsGB4eHrRv3x6ApKQk9u7dWyUuKCiIF198sUEe575w4QIWi4XIyEiH4oODgwHIzc0lMDDQ3kCLiIiIiDQ2Hp6etGt3q6vTaLJKS0vJycnBbDarLzAAV9fLqSa6pKSEuXPnsmXLFkaMGMGzzz4LQFZWVrVTu00mE926deOXv/xl3WRbh6419uXl5S7ORERERESkdm4mkwZeNQAvLy/9OxuIq+rlVBP9xz/+ka1bt9K8eXNat25daZ/JZGL27Nn2vx85coQPPviApKQkhg0bVutk67rg7++Pt7c3ubm5DsVfiwsKCqqT6xc9ul7TuRs5TTY1FtXLeFQzY1G9jEX1Mp76mM4tIo2Dw53t4cOH2bp1K7feeitvvvkmISEhVWIGDx5c6XNmZiaHDh1i27ZtDBo0yKHrTJ06le3btzN8+HAmT55cY9z06dPZunUrTz31FKNHjwagV69epKWl2ced16SoqIiMjAxCQ0Mxm80O5XU9toAO3Njscmko/xuFf6t+YTQA1ct4VDNjUb2MRfUyHtVMpOlyczRw8+bNmEwmZsyYUW0DXZ0nnngCm83G7t27HU5oypQpBAQEsHbtWg4dOlRtzI4dO9i6dSs//elPSUhIsG+PiYkBYPny5ZXiL126xJQpU0hLSwMgOTkZq9VKbGysw3mJiIiIiIiIONxEHzx4kODgYHr06OHwyXv16kVQUBBfffWVw8cEBAQwefJkKioqeOmll6qMLS8sLOS1116jWbNmzJ49G3d3d/u+AQMGEB0dTUpKCklJSfb3Wufl5ZGbm8vEiRN58skneffdd4mIiCAuLs7hvEREREREREQcbqLPnz/Pj3/842r3XWtWv89kMhEZGUl+fr5TSQ0cOJDo6GiysrJ4++23K+174403KCgo4Lnnnqv2ke1Zs2YxcOBAlixZQnx8PMuWLSM9PZ3+/fsTGBjIgQMHqKio4J577tHkPREREREREXGKw2uiLRYLzZo1q3ZfXFwc9957b7X7WrRoQVlZmdOJTZkyhS+//JLk5GQeeOABIiMj2bVrF1u2bKFfv34MGzbMHltSUsLKlSv5+OOPOXPmDM2bN+f222/Hy8uLTZs2kZ+fj5+fHx06dGDIkCGkpqaSlJREUlISPj4+/PjHPyYuLo7777+/Ug5r1661rwEvLi5m+PDh9onkIiIiIiIicvNxuIkODAzkwoUL1e7r2rUrXbt2rXZfXl5elUnejrj2WPf06dOZN28eCxcuZN68efj7+zNjxgx7nNVq5ZlnnuHw4cM8+OCDPPbYY+Tm5rJu3TquXLnC4sWL6datG3B1ONpTTz1FSEgIcXFxZGZmEhERwdatW5kxYwa+vr706dOHnj170qNHD7766isWLlzIr3/9awB++tOf1pivxWJx+jtKw7q2NOD7SwSkcVK9jEc1MxbVy1hUL+NRzYxF9TKW+qiXMwMAHW6izWYzGRkZ2Gw2+zuWr8disfD111/X2nzWZuDAgWzdupXt27fz9NNPc+7cOV555ZVKTfmqVas4cOAAc+fOZeDAgfbtDz/8MCNGjODll1/mgw8+AK4OFDOZTPztb3/jlltuscf+7Gc/Y+LEiezatYs+ffrYt5eUlDB58mT7wLLanDlzRu+cNoicnBxXpyBOUL2MRzUzFtXLWFQv41HNjEX1Mpa6qpe7uzvh4eEOxzvcRN91110cPnyY7du3c9999zl0zJYtWygpKeHuu+92OKHvu/ZY91dffcXPf/7zKtf+5JNP8PPzo1evXhQWFtq3e3h40KdPHz766COysrIICwvj1VdfpbCwkMDAQHtcWVkZFRVX3+9cVFRU5fpRUVEO5dm2bdsb+HbSkEpLS8nJycFsNms9vAGoXsajmhmL6mUsqpfxqGbGonoZi6vr5XATPWjQIJYuXcqCBQvo1q1bpTu51cnJyWHx4sV4enpWukPsrICAAPr27cuHH35Y7R3hEydOUFJSwgMPPFDjOc6ePUtYWBhubm5cunSJ9957j2+++YazZ89y+vRp+5rt6gakfbfhro3e/2ccXl5eqpeBqF7Go5oZi+plLKqX8ahmxqJ6GYur6uVwE33rrbcydOhQUlJSGD16NC+88EKNd5h37drF3LlzuXTpEuPGjSMoKKjOEv4+m81G27ZtmT59eo0x16aKr127lnnz5hEYGEjPnj3p1q0bERERBAcHM2rUqGqPdXNzeIC5GMB3X4kmjZ/qZTyqmbGoXsaiehmPamYsqpexuLJeDjfRAJMnT+bUqVN8+eWXTJ482d6MBgcHY7PZyMvL48CBA5w/fx6bzUb//v0ZOXJkfeUOXH2MOjc3lx49euDhUfnrHDp0iCtXruDj40NJSQmLFi0iNDSUFStW4Ovra487ePBgveYojYOPj49Tax3EtVQv41HNjEX1MhbVy3hUM2NRvYzF1fVyqon29vZm8eLFLFu2jFWrVpGfn88nn3xiHzR27XFoLy8vRo8ezeOPP173GX9PdHQ077zzDu+++y6/+c1v7NvPnz/PpEmTcHNzY9OmTZSUlHDlyhVCQkIqNdBlZWWsXLkSQIPBREREREREpFZONdFwdWDX2LFjiY+PJzU1lUOHDnHu3DlsNhutW7fmtttuIzo6mlatWtVDulWNHDmSnTt3kpiYyNdff03v3r25ePEi69ato6ioiD/+8Y/4+Pjg4+PDHXfcwb59+5g9ezbdu3fn4sWLfPzxx5w4ccK+XlpERERERESkJk430df4+voyZMgQhgwZUpf5OK158+YsXbqU5cuXs337dnbt2oWfnx8dO3Zk9uzZ9OrVyx47d+5c/vrXv7Jnzx62bt1KUFAQXbp0Yfbs2cybN4+DBw9y+fJlmjdv7sJvJCIiIiIiIo2VqbCwsOpIahERERERERGpQqOnRURERERERBykJlpERERERETEQWqiRURERERERBykJlpERERERETEQWqiRURERERERBykJlpERERERETEQWqiRURERERERBykJlpERERERETEQWqiRURERERERBykJlpERERERETEQWqiRURERERERBykJlpERERERETEQWqiRURERERERBykJlpERERERETEQWqiRURERERERBykJlpERERERETEQWqiRURERERERBykJlpERERERETEQWqiRURERERERBykJlpERERERETEQWqiRURERERERBykJlpERERERETEQWqiRUREGoFZs2YRFRVFVFQU8+fPd/i48+fPEx0dTVRUFAMHDiQ3N7ces3SdnJwcBgwYwODBg12dioiI3OTURIuIiDQCv/vd72jdujUAa9as4cCBAw4d98orr1BUVATA1KlTueWWW+orRZexWCzMnDmT4uJiV6ciIiKiJlpERKQxaNmyJdOmTQPAZrPx0ksvUVJSUusxH374IWlpaQD8/Oc/Z+DAgfWeZ0MrKipi4sSJHDx40NWpiIiIAGqiRUREGo27776bIUOGAHDy5EmWLl1aY2xeXh4LFiwAwGw2M3ny5AbJsSEdPXqUkSNH8p///MfVqYiIiNipiRYREWlEJk2aZH8k+7333iMjI6PauFdffZWLFy9iMpn4wx/+gK+vb0OmWa8KCgqYN28eo0aN4tSpUzRr1oywsDBXpyUiIgKAh6sTEBERkf/x8/Nj+vTpTJw4kfLycl588UVWrFiBh8f//pO9ZcsWPvvsMwDi4uLo3bt3lfMcOXKE1atX8+WXX5Kfn4+3tzft27fnvvvu4+GHH8bHx6fGHLKysli/fj379+/n7NmzFBcX06JFC9q0aUNUVBSPPvoowcHBVY6LiooCYOHChVy+fJnExEROnz6Nv78/d999t/1x9etZvnw5a9asAaBLly784Q9/YOXKlWRlZTl0vIiISH1SEy0iItLI9OvXj4ceeoiUlBS++eYb3nvvPRISEgAoLCzkT3/6EwDh4eE8/fTTlY612WwsXryYlStXYrPZ7NtLS0tJT08nPT2dtWvXsmDBAtq3b1/l2suWLWPp0qVUVFRU2n7x4kUuXrzI0aNH2bhxI2+++SadOnWqNv/PPvuMdevW2a+fl5fn9J1ys9nMb37zGx566CHc3d2dOlZERKQ+mQoLC23XDxMREZGGVFRURFxcHOfPn6dZs2asXr0as9nM7Nmz2bx5Mx4eHiQlJVVpZN966y3efvttAO655x7i4+Pp0KEDly9fJi0tjbfeeosLFy4QEhJCcnIy/v7+9mO3bdtmv1vcu3dvEhISCAsLw83NjVOnTrFmzRo++eQTAHr27MmSJUsqXfvanWiA9u3bM23aNNq3b8+BAwfo3LkzoaGhDn3306dPYzabK919nzNnDh9++CGBgYF8/PHHTvxLioiI1C3diRYREWmEfH19mTFjBs899xxXrlxhwYIFPProo2zevBmAJ554okoDferUKZKSkgAYPnx4pWFjrVq1Yvjw4URFRfGrX/2Kc+fOsWzZMiZNmmSPSU5OBqBDhw4sWLAALy8v+77WrVvTvXt3Ll26xO7du/nyyy+xWCzVPhZuMpl49dVXiYiIAOC+++5z6rs72myLiIi4ggaLiYiINFJ9+vQhJiYGgO3btzNjxgwAunXrxsiRI6vEr1u3jvLycry9vRk/fny152zfvj0PP/wwACkpKZSVlQFQUVHBz372Mx588EHGjBlTqYH+rh49etjjL168WG1Mhw4d7A20iIhIU6M70SIiIo3YhAkT+Pzzz8nJySEvL4/mzZszZ86catcJ79+/H7jaxAJcvny52nP+5Cc/AaC4uJhvvvmGzp074+bmxpgxY2rMw2azcfLkSU6cOGHfVl5eXm1sx44dHftyIiIiBqQmWkREpBHz9fXlmWeeYebMmQA8/vjjNT7ufOrUKQAyMzO59957HTr/uXPn6Ny5c6VthYWF7N27l+PHj3Pq1ClOnz7N8ePHKS4urhT33cFl39WqVSuHri0iImJEaqJFREQauaCgoGo/f9/3m1xHfPeYkpISFi1axPr16+2PeV/j6enJ7bffTvPmzdm9e3et56zpUXAREZGmQE20iIhIE+Hj40NxcTH3338/L7/8stPHz5w5k9TUVAA6depE3759iYiIICwsjA4dOuDp6cnq1auv20SLiIg0ZWqiRUREmoiQkBCOHTvG2bNna42z2WyYTKZK2w4dOmRvoL8/2fu7CgsL6yRXERERo9J0bhERkSbi2uTsjIwMcnJyaoxLTEwkOjqa+Ph4+zrqQ4cO2fcPGzasxmO/+OIL++ea1kSLiIg0ZWqiRUREmojY2Fjg6tTsV199tcq6ZoDjx4/zwQcfUFRUhNVqtQ8p++607+PHj1d7/jVr1nDw4EH7361Wa12mLyIiYgh6nFtERKSJ6NixI7/85S9ZvXo1aWlpjB07lt/85jd06dKFy5cv88UXX5CYmEhxcTEmk4lJkybZH+u+8847MZlM2Gw2Xn/9daxWKz169MDd3Z3jx4+zYcMG/vWvf1W6Xk2v0BIREWnK1ESLiIg0IRMmTKCsrIx169Zx+PBhJkyYUCXGy8uLKVOmcNddd9m3hYeHM2rUKJKSkigoKGDWrFlVjvP29mbEiBEkJSUBcPLkSbp27Vpv30VERKQxUhMtIiLShHh4eDB16lQefPBB1q5dy4EDBygoKACuDh6Liori0Ucf5Uc/+lGVY8eNG0fnzp1Zu3YtmZmZFBcX4+PjQ9u2benduzfDhw8nNDSUjz/+mLNnz7J9+3YGDx7c0F9RRETEpUyFhYWaCiIiIiIiIiLiAA0WExEREREREXGQmmgRERERERERB6mJFhEREREREXGQmmgRERERERERB6mJFhEREREREXGQmmgRERERERERBzXZ90SnpaWxadMmMjMzKSgooFWrVkRERBATE0P//v1xd3ev9fg333yTd999l8WLFxMVFdVAWYuIiIiIiEhj1uSa6OLiYl588UW2b99OZGQkMTExtG7dmry8PFJTU5k6dSq9e/fmpZdeIiAgoNpz7N+/n+Tk5AbOXERERERERBo7U2Fhoc3VSdSlKVOmsGPHDsaPH8/IkSMxmUyV9q9Zs4Y33niDzp07s3TpUjw8Kv+OcOnSJeLj4ykoKKC0tFR3opsQi8XCmTNnaNu2LT4+Pq5OR65D9TIe1cxYVC9jUb2MRzUzFtXLWFxdryZ1Jzo1NZUdO3YQGxtLQkJCtTGPPPIIZ86cYeXKlaxevZoRI0ZU2v/aa69RUVHBsGHD+Pvf/+7wtU8WXKaiSf0c0fRU2GyUNQviTFE5bsWXXZ2OXIfqZTyqmbGoXsaiehmPamYsRq2Xr7cHrX29XJ2GS5SXl7vs2k2qid64cSMAo0aNqjUuISGBVatWkZKSUqmJ3rx5M//617/4y1/+woEDB5y69sgVh/j2SpmzKYuIiIiIiNyQ9U/cga9HhavTaHClpaWV/qwLztzRblJN9L59+zCbzYSGhtYa5+/vT5cuXUhPT6egoIDAwEBOnz7N/PnziYuLIyoqyukmWkREREREpCGVWcvIzj7j6jRcJicnp07O4+7uTnh4uMPxTjfR//3vf9m2bRv5+fm0adOGBx54gDZt2jh7mjp34cIFLBYLkZGRDsUHBwcDkJubi7+/P7NmzcJsNjN+/Pj6TFNERERERKROeHh60LZdO1en0eBKS0vJycnBbDbj5dXwj7M71UQvX76cxMREbLb/Lf59++23eeGFF3jooYfqPLn6dG3gWHl5OUlJSWRkZJCUlOSSIoiIiIiIiDjLzWS6qQeheXl5Ne7BYnv37mXJkiUAdOzYkXbt2nHs2DGysrJ45ZVX6NixI506daq3RK/H398fb29vcnNzHYq/FmexWFi2bBnx8fEEBwdTWFho3w5XX5lVWFhIy5YtcXNzq/F8K0Z202CxRq7CZqPMWoaHpwdu35vaLo2P6mU8qpmxqF7GonoZj2pmLEatl693k1qdaxgO/6tv2LABk8nE888/zyOPPGLfnpiYyDvvvMO6deuYNm1avSTpqF69epGWlkZ2djbtanmsoaioiIyMDEJDQ9m3bx/l5eWsWLGCFStWVImdMmUKcPX7t23btsZz/iiw+Q//AlKvLBYL2dlnaNuu3U39i51RqF7Go5oZi+plLKqX8ahmxqJ6iTMcbqKPHDlChw4dKjXQAE8++SQbN27k8OHDdZ6cs2JiYkhLS2P58uX8/ve/t2+/dOkSL730EjExMfTr14/k5GSsViuxsbHcf//9dO/evcq5PvzwQz766COeeeYZOnXqRFBQUAN+ExEREREREWmMHG6iCwoK6Nu3b5XtJpOJTp06cfDgwTpN7EYMGDCA6OhoUlJSKC8v5/Llyxw9epS8vDwAduzYQVhYGCdPniQiIoK4uDh8fHwIDQ2lqKiIpKQkPv30U86fP4+3tzcA4eHhREVFufJriYiIiIiISCNR8yLf77FarfbG8vv8/Py4cuVKnSX1Qzz//PMEBwezefNm/v3vfxMaGsqgQYO44447cHd3Jysri4qKCqKiouxDxKxWKxMmTOD999+nV69eTJw40T69+6233qo0SE1ERERERERuXg7fia6oqPkl3iaTqdE0mvPnz+f8+fMMHTqUoqIijh49yqFDh/Dz86N79+4EBASwbds2Vq1axZ49e5g5cybHjh3j0KFD/Pa3v2XkyJEA5OXl8c0335CRkcGePXvo06dPrde1ZmdDLf9G4npuNhuhgNu5c1gNNDDiZqV6GY9qZiyql7GoXsajmhlLfdTLzdcXdy0JbZKa1Di31NRUduzYQWxsLDNmzKgxbtGiRaxcuZIWLVoQGBjIoUOHiIyM5Be/+IU95sknn6RLly787ne/IzMz87pNdP6YJ6j4v8neIiIiIiJyc7tl9QdqopuoJtVEb9y4EYBRo0bVGpeQkMCqVau4cuUKoaGhxMfHEx8fXyXu6NGjALRp06bOcxURERERkabLZrPZX5srdau0tLTSn3XBmansTjXRFouFc+fOVdl+bT10Tk5OjY91h4SEOHOpG7Jv3z7MZjOhoaG1xvn7+9OlSxfS09MpKCggMDDQvq+kpISzZ8/y6aef8s4779ClSxeio6PrO3UREREREWlCyqxWTmdnuzqNJi0nJ6dOzuPu7k54eLjD8U410ampqaSmpta4PzY2ttrtJpOJ3bt3O3Mpp124cAGLxUJkZKRD8dcGh+Xm5lZqotesWcPChQsBCAgIYOrUqfYBZCIiIiIiIo7w8PSkXQPcSLwZlZaWkpOTg9lsdkmv5lQTfaPDwxrL0LHvMv3fwIDy8vJK22+//Xbmz5/PuXPnSE5OZsyYMcydO5f+/fvXer6gt5dqsFgjZ7PZKLNa8fD0tNdfGi/Vy3hUM2NRvYxF9TIe1cxY6qNebr6+eDnxiLA4z8vLy6nHsOuKw030hg0b6jGNH87f3x9vb29yc3Mdir8WF/S9xf633Xab/XP//v157LHHmD9//nWbaM927ZzMWBqaxWLhdHY27UJCXPL/2MQ5qpfxqGbGonoZi+plPKqZsahe4gyHm2gjDNfq1asXaWlpZGdn066WpraoqIiMjAxCQ0Mxm801xoWEhNCjRw927txJfn5+lYZbREREREREbi5Najp3TEwMaWlpLF++nOjoaDZt2kRmZib5+fmYTCbCw8NJSEggMzMTq9VqX8P97LPPcvLkSfr27UtaWhq5ubn4+vrSo0cP+7He3t4u/nYiIiIiIiLiajfURJeXl7Nz50727NlDVlYW3377LW5ubvj7+9OxY0f69u3LXXfdVde5XteAAQO45557SElJISUlhYiICGJiYgBYv349GRkZTJ06FYCwsDDi4uKAq0PG9uzZw9q1a4mJiaFLly6cOXOG1atXY7FY+MlPfoKvr2+Dfx8RERERERFpXJxuonfv3s3rr7/O6dOngapDww4cOMDq1atp3749U6dO5Y477qibTG/AtaEAwcHBDB8+nFWrVlFQUABcfaTbzc0NuDqFG8DNzQ3P/xsmUFJSYh865uHRpG7Yi4iIiIiIyA0yFRYWOjw6+5NPPmH27NmUl5cTEBBA3759CQ8Px8/PD6vVyoULFzh69Cj79u2juLgYDw8PhyZb15XU1FQmT55MbGwsAwYMYMOGDRw9epT8/Hz8/PwICwtjwIAB/POf/yQzM5PAwEDmz5/P4sWLOXz4MEOHDmXXrl18++23BAUF0a9fPw4cOMCZM2fYuXNnrdfOLsqmwqbp3I2ZzWajrKwMDw8PTck0ANXLeFQzY1G9jEX1Mp6bvWa+nr4E+RhnnpDFYrHPVdJgscbP1fVyuIk+d+4cjz76KBaLhfj4eJ566qka38lVXFzM8uXLSU5Opnnz5qxdu9Z+t7c+TZo0iV27drF+/XpCQ0NrjLtw4QKDBg2iRYsWrFixAm9vbwoKCujYsWOlOJvNxpAhQyguLq71/dgAQzcPpbC0sC6+hoiIiIiIoa2MXkmIl3Hekezq9w6Lc+qjXs404w4/p7xu3TosFgujR49m7Nixtca2aNGC8ePH06xZMxITE1m/fj2jR492OKkbtW/fPsxmc60NNFx9HVbXrl1JT0+nWbNmBAYG0rp16ypxmzdvJi8vj379+tVXyiIiIiIiTU5ZWRnZOdmuTsNpOTk5rk5BnFBX9XJ3dyc8PNzheIeb6L179+Lv7+9UMxwfH09ycjK7d++u9yb6woULWCwWIiMjHYoPDg4Grr4vOjAwsMr+r7/+mtdffx13d3eeeOKJOs1VRERERKQp8/DwIKSd7kRL/XB1vRxuok+fPk2nTp3w9PR0+OTe3t506tSJrKysG8mtXl1bm3JteNh3HTlyhAkTJlBcXMwLL7xA165dGzo9ERERERHDMplMhlxb7OXlZci8b1auqpfDTfSVK1do1aqV0xdo1aoVRUVFTh/nLH9/f7y9vcnNzXUo/lpcUFDlgQc7d+5k5syZWCwWJk2axCOPPOLQ+Zbcs0SDxRq5m33Ah9GoXsajmhmL6mUsqpfx3Ow18/XU62Gl6XK4ibZarbi7uzt9AW9vb8rKypw+7kb06tWLtLQ0+6S2mhQVFZGRkUFoaChms9m+fc2aNbzxxhu4ubkxZ84cBg8e7PC12/nWfD1pHCwWC9k52YS0C9EvjAagehmPamYsqpexqF7Go5qJNF1urk6gLsXExACwfPnyStsvXbrElClTSEtLAyA5ORmr1UpsbKw95v3332fevHk0b96cRYsWOdVAi4iIiIiIyM3B4TvRRjBgwACio6NJSUmhvLycy5cvc/ToUfLy8gDYsWMHYWFhnDx5koiICOLi4gDYvXs3CxcuxN/fnyVLlmA2mxk6dChDhgxh3LhxrvxKIiIiIiIi0og41UQXFBSwf/9+py5QUFDgVPwP9fzzz5Oens7mzZvx8vKiW7du9OzZk/Pnz/Of//zHPuQsKioKLy8vKioqeP3117HZbNx9990cOXKEadOmcf78eY4dO8ZHH30EwODBg2/K9SwiIiIiIiLyP6bCwkKbI4F33nnnD2oi9+zZc8PHOmPKlCns2LGDoUOHUlRUxNGjR8nPz8fPz4+wsDACAgLYtm0bNpuNDh06MGPGDMaMGXPd8/773//Gw6Pm3xxM3x7HpMFijVqFzUaZ1YqHpydu+kGk0VO9jEc1MxbVy1hUL+Mxas1s3i2xtbjF1Wk0OIvFYp+rpDXsjZ+r6+XUnWibzaF+u4qGuoObmprKjh07iI2NZcaMGTXGLVq0iJUrV9KiRQuCgoLYu3cvy5cvJzExkRYtWjB06FDef/99Hn/8cYcf5/b94Be4XWnYu+4iIiIiInXpUsKOm7KJFnGGw030559/Xp951ImNGzcCMGrUqFrjEhISWLVqFVeuXCE0NBSAo0ePMnToUMaOHcuJEyd4//336ztdEREREZFGpcJmw2KxuDqNBldaWlrpT2nc6qNeztzRblKDxfbt24fZbLY3xjXx9/enS5cupKenU1BQQGBgIHPmzMHLywuAEydONES6IiIiIiKNSpnVSnZ2tqvTcJmcnBxXpyBOqKt6ubu7Ex4e7nD8DTXRx44dw8PDg/bt2wOQlJTE3r17q8QFBQXx4osvNsjj3BcuXMBisRAZGelQfHBwMAC5ubkEBgbaG2gRERERkZuVh6cn7drd6uo0GlxpaSk5OTmYzWb1BQbg6no51USXlJQwd+5ctmzZwogRI3j22WcByMrKqnZqt8lkolu3bvzyl7+sm2zr0LXGvry8vE7OV/Toeg0Wa+SMOuDjZqV6GY9qZiyql7GoXsZj1JqZvFve1IO1vLy8burvbzSuqpdTTfQf//hHtm7dSvPmzWndunWlfSaTidmzZ9v/fuTIET744AOSkpIYNmxYrZOt64K/vz/e3t7k5uY6FH8tLigoqE6ubwvowI2NXZOG8r8pfrfqfxwNQPUyHtXMWFQvY1G9jEc1E2m63BwNPHz4MFu3buXWW29l1apVjBgxokrM4MGD7f9n0qRJ3H777Xz77bds27bN4YSmTp1KVFQU8+fPrzVu+vTpREVF8c4779i39erVi5ycnOuu4ygqKiIjI4PQ0FDMZrPDuYmIiIiIiMjNzeEmevPmzZhMJmbMmEFISIhDxzzxxBPYbDZ2797tcEJTpkwhICCAtWvXcujQoWpjduzYwdatW/npT39KQkKCfXtMTAwAy5cvrxR/6dIlpkyZQlpaGgDJyclYrVZiY2MdzktERERERETE4Sb64MGDBAcH06NHD4dP3qtXL4KCgvjqq68cPiYgIIDJkydTUVHBSy+9VGVseWFhIa+99hrNmjVj9uzZuLu72/cNGDCA6OhoUlJSSEpKsr/XOi8vj9zcXCZOnMiTTz7Ju+++S0REBHFxcQ7nJSIiIiIiIuJwE33+/Hl+/OMfV7vvWrP6fSaTicjISPLz851KauDAgURHR5OVlcXbb79dad8bb7xBQUEBzz33HO3ataty7KxZsxg4cCBLliwhPj6eZcuWkZ6eTv/+/QkMDOTAgQNUVFRwzz33aPKeiIiIiIiIOMXhaV8Wi4VmzZpVuy8uLo5777232n0tWrSgrKzM6cSmTJnCl19+SXJyMg888ACRkZHs2rWLLVu20K9fP4YNG2aPLSkpYeXKlXz88cecOXOG5s2bc/vtt+Pl5cWmTZvIz8/Hz8+PDh06MGTIEFJTU0lKSiIpKQkfHx9+/OMfExcXx/33318ph7Vr13Lrrbfy5ptvUlxczPDhw+0TyUVEREREROTm43ATHRgYyIULF6rd17VrV7p27Vrtvry8vCqTvB1x7bHu6dOnM2/ePBYuXMi8efPw9/dnxowZ9jir1cozzzzD4cOHefDBB3nsscfIzc1l3bp1XLlyhcWLF9OtWzfg6nC0p556ipCQEOLi4sjMzCQiIoKtW7cyY8YMfH196dOnDz179qRHjx589dVXLFy4kF//+tcA/PSnP60xX4vF4vR3lIZ1bWnA95cISOOkehmPamYsqpexqF7Go5oZi+plLPVRL2em6DvcRJvNZjIyMrDZbPZ3LF+PxWLh66+/rrX5rM3AgQPZunUr27dv5+mnn+bcuXO88sorlZryVatWceDAAebOncvAgQPt2x9++GFGjBjByy+/zAcffABcHShmMpn429/+xi233GKP/dnPfsbEiRPZtWsXffr0sW8vKSlh8uTJ9oFltTlz5kydvXNa6ldOTo6rUxAnqF7Go5oZi+plLKqX8ahmxqJ6GUtd1cvd3Z3w8HCH4x1uou+66y4OHz7M9u3bue+++xw6ZsuWLZSUlHD33Xc7nND3XXus+6uvvuLnP/95lWt/8skn+Pn50atXLwoLC+3bPTw86NOnDx999BFZWVmEhYXx6quvUlhYSGBgoD2urKyMiooK4Oqrr74vKirKoTzbtm17A99OGlJpaSk5OTmYzWathzcA1ct4VDNjUb2MRfUyHtXMWFQvY3F1vRxuogcNGsTSpUtZsGAB3bp1q3Qntzo5OTksXrwYT0/PSneInRUQEEDfvn358MMPq70jfOLECUpKSnjggQdqPMfZs2cJCwvDzc2NS5cu8d577/HNN99w9uxZTp8+bV+zXd2AtO823LVx5va/uJaXl5fqZSCql/GoZsaiehmL6mU8qpmxqF7G4qp6OdxE33rrrQwdOpSUlBRGjx7NCy+8UOMd5l27djF37lwuXbrEuHHjCAoKqrOEv89ms9G2bVumT59eY8y1qeJr165l3rx5BAYG0rNnT7p160ZERATBwcGMGjWq2mPd3BweYC4G8N1Xoknjp3oZj2pmLKqXsahexqOaGYvqZSyurJfDTTTA5MmTOXXqFF9++SWTJ0+2N6PBwcHYbDby8vI4cOAA58+fx2az0b9/f0aOHFlfuQNXH6POzc2lR48eeHhU/jqHDh3iypUr+Pj4UFJSwqJFiwgNDWXFihX4+vra4w4ePFivOUrj4OPj49RaB3Et1ct4VDNjUb2MRfUyHtXMWFQvY3F1vZxqor29vVm8eDHLli1j1apV5Ofn88knn9gHjV17HNrLy4vRo0fz+OOP133G3xMdHc0777zDu+++y29+8xv79vPnzzNp0iTc3NzYtGkTJSUlXLlyhZCQkEoNdFlZGStXrgTQYDARERERERGplVNNNFwd2DV27Fji4+NJTU3l0KFDnDt3DpvNRuvWrbntttuIjo6mVatW9ZBuVSNHjmTnzp0kJiby9ddf07t3by5evMi6desoKirij3/8Iz4+Pvj4+HDHHXewb98+Zs+eTffu3bl48SIff/wxJ06csK+XFhEREREREamJ0030Nb6+vgwZMoQhQ4bUZT5Oa968OUuXLmX58uVs376dXbt24efnR8eOHZk9eza9evWyx86dO5e//vWv7Nmzh61btxIUFESXLl2YPXs28+bN4+DBg1y+fJnmzZu78BuJiIiIiIhIY2UqLCysOpJaRERERERERKrQ6GkRERERERERB6mJFhEREREREXGQmmgRERERERERB6mJFhEREREREXGQmmgRERERERERB6mJFhEREREREXGQmmgRERERERERB6mJFhEREREREXGQmmgRERERERERB6mJFhEREREREXGQmmgRERERERERB6mJFhEREREREXGQmmgRERERERERB6mJFhEREREREXGQmmgRERERERERB6mJFhEREREREXGQmmgRERERERERB6mJFhEREREREXGQmmgRERERERERB6mJFhEREREREXGQmmgRERERERERB6mJFhEREREREXGQh6sTEBEREZg1axYfffQRAMOHD2fy5MkOHXf+/Hni4uIoKiqiZcuWrFq1iltuuaU+U20QOTk5/OMf/2D37t2cOXOG0tJSAgICuO222/jFL37BnXfe6eoURUTkJmUqLCy0uToJERGRm93FixeJi4sjLy8Pk8lEYmIi3bt3v+5xEydOJC0tDYC5c+cycODAes60/n322WfMmjWL4uLiGmNiYmKYPn06bm56qE5ERBqW/ssjIiLSCLRs2ZJp06YBYLPZeOmllygpKan1mA8//NDeQP/85z9vEg30119/zfTp0ykuLiY4OJjf//73pKSk8OGHH7Jw4UJuu+02ADZt2sTf/vY3F2crIiI3IzXRIiIijcTdd9/NkCFDADh58iRLly6tMTYvL48FCxYAYDabHX78u7FLTEyktLSUli1b8vbbb/PQQw9hNpu55ZZb6NOnD2+//Tb9+vUD4L333iMvL8/FGYuIyM1GTbSIiEgjMmnSJPua5vfee4+MjIxq41599VUuXryIyWTiD3/4A76+vg2ZZr24fPkyu3fvBuAXv/gFISEhVWLc3NwYO3YsAFarlc8//7xBcxQREdFgMRERkUbEz8+P6dOnM3HiRMrLy3nxxRdZsWIFHh7/+0/2li1b+OyzzwCIi4ujd+/eVc5z5MgRVq9ezZdffkl+fj7e3t60b9+e++67j4cffhgfH58ac8jKymL9+vXs37+fs2fPUlxcTIsWLWjTpg1RUVE8+uijBAcHVzkuKioKgIULF3L58mUSExM5ffo0/v7+3H333fbH1Wty9uxZmjdvzsWLF/nJT35SY9ytt95q/5ybm1vrOUVEROqammgREZFGpl+/fjz00EOkpKTwzTff8N5775GQkABAYWEhf/rTnwAIDw/n6aefrnSszWZj8eLFrFy5Epvtf7NDS0tLSU9PJz09nbVr17JgwQLat29f5drLli1j6dKlVFRUVNp+8eJFLl68yNGjR9m4cSNvvvkmnTp1qjb/zz77jHXr1tmvn5eX59Cd8oiICLZu3UpJSUmtA8Oys7Ptn1u2bHnd84qIiNQlTecWERFphIqKioiLi+P8+fM0a9aM1atXYzabmT17Nps3b8bDw4OkpKQqjexbb73F22+/DcA999xDfHw8HTp04PLly6SlpfHWW29x4cIFQkJCSE5Oxt/f337stm3b7HeLe/fuTUJCAmFhYbi5uXHq1CnWrFnDJ598AkDPnj1ZsmRJpWtfuxMN0L59e6ZNm0b79u05cOAAnTt3JjQ0tE7+bV566SU2bdoEwAcffECHDh3q5LwiIiKOUBMtIiLSSO3evZvnnnsOgOjoaB599FH7euBx48bx+OOPV4o/deoUw4cPp7y8vMZ3TZ84cYJf/epXlJSUEBcXx6RJk+z7Ro0axZEjR+jQoQPJycl4eXlVOf65555j9+7duLm58emnn1Z6LPxaE20ymXj//feJiIj44f8I37N3716eeeYZbDYbvXr14q9//WudX0NERKQ2GiwmIiLSSPXp04eYmBgAtm/fzowZMwDo1q0bI0eOrBK/bt06ysvL8fb2Zvz48dWes3379jz88MMApKSkUFZWBkBFRQU/+9nPePDBBxkzZky1DTRAjx497PEXL16sNqZDhw710kD/v//3/5g+fTo2mw1vb29+97vf1fk1RERErkdrokVERBqxCRMm8Pnnn5OTk0NeXh7Nmzdnzpw5uLu7V4ndv38/gP3x5suXL1d7zmtDu4qLi/nmm2/o3Lkzbm5ujBkzpsY8bDYbJ0+e5MSJE/Zt5eXl1cZ27NjRsS/nhIyMDJ577jn7RPIZM2bUS6MuIiJyPWqiRUREGjFfX1+eeeYZZs6cCcDjjz9e49riU6dOAZCZmcm9997r0PnPnTtH586dK20rLCxk7969HD9+nFOnTnH69GmOHz9OcXFxpbjvDi77rlatWjl0bUft3r2badOmcfnyZUwmE5MnT2bw4MF1eg0RERFHqYkWERFp5IKCgqr9/H3fb3Id8d1jSkpKWLRoEevXr7c/5n2Np6cnt99+O82bN7e/y7kmNT0KfiP+8Y9/8Kc//Yny8nLc3d2ZOXMmQ4YMqbPzi4iIOEtNtIiISBPh4+NDcXEx999/Py+//LLTx8+cOZPU1FQAOnXqRN++fYmIiCAsLIwOHTrg6enJ6tWrr9tE14WKigr+/Oc/8/e//x2AFi1a8Morr3DXXXfV+7VFRERqoyZaRESkiQgJCeHYsWOcPXu21jibzYbJZKq07dChQ/YGuqbJ3nD1Ue/6Vl5ezu9//3u2bt0KgNls5k9/+hM//vGP6/3aIiIi16Pp3CIiIk3EtcnZGRkZ5OTk1BiXmJhIdHQ08fHx9nXUhw4dsu8fNmxYjcd+8cUX9s81rYn+of74xz/aG+iOHTuSlJSkBlpERBoNNdEiIiJNRGxsLHD1Tu6rr75aZV0zwPHjx/nggw8oKirCarXah5R9d9r38ePHqz3/mjVrOHjwoP3vVqu1LtMHYPXq1Xz00UcAdO3alb/97W+0bt26zq8jIiJyo/Q4t4iISBPRsWNHfvnLX7J69WrS0tIYO3Ysv/nNb+jSpQuXL1/miy++IDExkeLiYkwmE5MmTbI/1n3nnXdiMpmw2Wy8/vrrWK1WevTogbu7O8ePH2fDhg3861//qnS9ml6hdaO+/fZb3nzzTQD8/PyYNWsWbm5utV7H09MTT0/POs1DRESkNmqiRUREmpAJEyZQVlbGunXrOHz4MBMmTKgS4+XlxZQpUyoN6QoPD2fUqFEkJSVRUFDArFmzqhzn7e3NiBEjSEpKAuDkyZN07dq1znJft24dV65cAeDSpUs8+uij1z1mzJgxPPnkk3WWg4iIyPWoiRYREWlCPDw8mDp1Kg8++CBr167lwIEDFBQUAFcHj0VFRfHoo4/yox/9qMqx48aNo3Pnzqxdu5bMzEyKi4vx8fGhbdu29O7dm+HDhxMaGsrHH3/M2bNn2b59e52+rzk9Pb3OziUiIlJfTIWFhfUzFURERERERESkidFgMREREREREREHqYkWERERERERcZCaaBEREREREREHqYkWERERERERcZCaaBEREREREREHqYkWERERERERcVCTfU90WloamzZtIjMzk4KCAlq1akVERAQxMTH0798fd3f3Wo9/8803effdd1m8eDFRUVENlLWIiIiIiIg0Zk2uiS4uLubFF19k+/btREZGEhMTQ+vWrcnLyyM1NZWpU6fSu3dvXnrpJQICAqo9x/79+0lOTm7gzEVERERERKSxMxUWFtpcnURdmjJlCjt27GD8+PGMHDkSk8lUaf+aNWt444036Ny5M0uXLsXDo/LvCJcuXSI+Pp6CggJKS0t1J7oJsVgsnDlzhrZt2+Lj4+PqdOQ6VC/jUc2MRfUyFtXLeFQzY1G9jMXV9WpSd6JTU1PZsWMHsbGxJCQkVBvzyCOPcObMGVauXMnq1asZMWJEpf2vvfYaFRUVDBs2jL///e8OX/tkwWUqmtTPEU1Phc1GWbMgzhSV41Z82dXpyHWoXsajmhmL6mUsqpfxqGbG4up6+Xp70NrXq8Gva2Tl5eUuu3aTaqI3btwIwKhRo2qNS0hIYNWqVaSkpFRqojdv3sy//vUv/vKXv3DgwAGnrj1yxSG+vVLmbMoiIiIiInKTW//EHfh6VLg6DcMoLS2t9GddcOaOttNN9H//+1+2bdtGfn4+bdq04YEHHqBNmzbOnqZe7Nu3D7PZTGhoaK1x/v7+dOnShfT0dAoKCggMDOT06dPMnz+fuLg4oqKinG6iRUREREREbkSZtYzs7DOuTsNwcnJy6uQ87u7uhIeHOxzvVBO9fPlyEhMTsdn+99zy22+/zQsvvMBDDz3kzKnq3IULF7BYLERGRjoUHxwcDEBubi7+/v7MmjULs9nM+PHj6zNNERERERGRSjw8PWjbrp2r0zCM0tJScnJyMJvNeHk1/GPwDjfRe/fuZcmSJQB07NiRdu3acezYMbKysnjllVfo2LEjnTp1qrdE69q1gWPl5eUkJSWRkZFBUlKSS4ogIiIiIiI3LzeTSQPNboCXl1fjHiy2YcMGTCYTzz//PI888oh9e2JiIu+88w7r1q1j2rRp9ZKkI/z9/fH29iY3N9eh+GtxFouFZcuWER8fT3BwMIWFhfbtcPWVWYWFhbRs2RI3N7caz7diZDcNFmvkKmw2yqxleHh64Pa9qe3S+KhexqOaGYvqZSyql/GoZsbi6nr5ejepUVVNnsPVOnLkCB06dKjUQAM8+eSTbNy4kcOHD9d5cs7q1asXaWlpZGdn066WxyGKiorIyMggNDSUffv2UV5ezooVK1ixYkWV2ClTpgBXf0Ro27Ztjef8UWDzH/4FpF5ZLBays8/Qtl07/dJnAKqX8ahmxqJ6GYvqZTyqmbGoXuIMh5vogoIC+vbtW2W7yWSiU6dOHDx4sE4TuxExMTGkpaWxfPlyoqOj2bRpE5mZmeTn52MymQgPDychIYHMzEysViuxsbHcf//9dO/enStXrrBlyxYOHjxIYWEhnp6eXL58maeffpquXbsSFBTk6q8nIiIiIiIiLuZwE221WvH29q52n5+fH1euXKmzpG7UgAEDuOeee0hJSSElJYWIiAhiYmIAWL9+PRkZGUydOhWAsLAw4uLi8PHxITg4mHHjxvHVV18RExNDp06dWLNmDd988w07duwgISHBvoZaREREREREbl41L/L9noqKmt9bZjKZKk3sbiyuNb7BwcEMHz6cwMBA+76ioiL7GucPP/yQQ4cOMW7cOKZNm8awYcO49957AcjIyGDPnj0NnruIiIiIiIg0Pk1qBXtqaiqfffYZsbGxDBgwgA0bNrBp0yby8/Px8/OjQ4cOjB49mn/+859kZmYSExPD/PnzKS4uJjIykl/84hfVnjczM5M+ffrUem1rdjbU8kODuJ6bzUYo4HbuHFY9WdDoqV7Go5oZi+plLKqX8ahmxvLdepX7+eGupZxSiybVRG/cuBGAUaNGERoaWu0aboBBgwYxaNAgrFYrgYGBxMfHEx8fXynmySefxM3Njbfeeos2bdpc99r5Y56g4v8me4uIiIiIiDHdsvoDNdFSK6eaaIvFwrlz56psv7YeOicnp8bHukNCQm4gPefs27cPs9lMaGhorXH+/v507dqV9PR0mjVrVmlfSUkJZ8+e5dNPP+Wdd96hS5cuREdH12faIiIiIiLSSNhsNvvrbqVxKi0trfRnXXBmKrtTTXRqaiqpqak17o+Nja12u8lkYvfu3c5cymkXLlzAYrEQGRnpUHxwcDBw9X3R310rvWbNGhYuXAhAQEAAU6dOxcvLq+4TFhERERGRRqfMauV0drar0xAH5OTk1Ml53N3dCQ8PdzjeqSb6RoeHNeahY+Xl5ZW233777cyfP59z586RnJzMmDFjmDt3Lv3793dFmiIiIiIi0oA8PD1p1wBP0cqNKy0tJScnB7PZ7JIbng430Rs2bKjHNH44f39/vL29yc3NdSj+Wtz33/9822232T/379+fxx57jPnz51+3iQ56e6kGizVyNpuNMqsVD09PvbLMAFQv41HNjEX1MhbVy3hUM2P5br3c/fzwcuLRXnEdLy8vpx7DrisON9GODNdytV69epGWlkZ2djbt2rWrMa6oqIiMjAxCQ0Mxm801xoWEhNCjRw927txJfn5+lYb7uzxruZ40DhaLhdPZ2bQLCXHJ/2MT56hexqOaGYvqZSyql/GoZsby3XqpgZbrcfg90UYQExMDwPLlyyttv3TpElOmTCEtLQ2A5ORkrFarfQ33s88+y7Bhw6o82g1w+fJlTCYT3t7e9Zu8iIiIiIiINHo39Iqr8vJydu7cyZ49e8jKyuLbb7/Fzc0Nf39/OnbsSN++fbnrrrvqOtfrGjBgANHR0aSkpFBeXs7ly5c5evQoeXl5AOzYsYOwsDBOnjxJREQEcXFxwNW77Hv27OGZZ57h9OnT5Obm4uvrS3h4OF9++SW9evXC19e3wb+PiIiIiIiINC5ON9G7d+/m9ddf5/Tp00DVoWEHDhxg9erVtG/fnqlTp3LHHXfUTaYOev7550lPT2fz5s14eXnRrVs3evbsyfnz5/nPf/5DVlYWAFFRUfZF6AkJCaSkpLBv3z7CwsIYOHAgWVlZ7N+/H8DebIuIiIiIiMjNzakm+pNPPmH27NmUl5cTEBBA3759CQ8Px8/PD6vVyoULFzh69Cj79u0jKyuL3/72tw0+2Xr+/PmcP3+eoUOHUlRUxNGjRzl06BB+fn50796dgIAAtm3bxqpVq9izZw8zZ85k3759lJWVcccdd5Cdnc2//vUvgoKCGDBgAKmpqaxevZq77767wb6DiIiIiIiINE4ON9Hnzp3j5Zdfpry8nPj4eJ566qkax4kXFxezfPlykpOTmTNnDmvXriUgIKDOkq5JamoqO3bsIDY2lhkzZtQYt2jRIlauXEmLFi0IDAxkz549eHp68te//hV3d/dKsfHx8Rw4cOC6184uyqbCpuncjZnNZsMUZOJc6TlMVk3JbOxUL+NRzYxF9TIW1ct4mmLNfD19CfKpedCuyM3C4SZ63bp1WCwWRo8ezdixY2uNbdGiBePHj6dZs2YkJiayfv16Ro8e/YOTvZ6NGzcCMGrUqFrjEhISWLVqFVeuXCE0NJSXX36ZgoKCKg20zWazr/e+nnGfjaOwtPBGUxcRERERadRWRq+kBS1cnUa9KC0trfSnNG71US9npug73ETv3bsXf39/p5rh+Ph4kpOT2b17d4M00fv27cNsNhMaGlprnL+/P126dCE9PZ2CggJat25N69atq8Rt3ryZvLw8+vXrV18pi4iIiIgYQllZGdk52a5Oo17l5OS4OgVxQl3Vy93dnfDwcIfjHW6iT58+TadOnfD09HT45N7e3nTq1Mk+zKs+XbhwAYvFQmRkpEPxwcHBAOTm5hIYGFhl/9dff83rr7+Ou7s7TzzxRJ3mKiIiIiJiNB4eHoS0C3F1GvWitLSUnJwczGZzjUtWpfFwdb0cbqKvXLlCq1atnL5Aq1atKCoqcvq4+mYyXV2bUt27oY8cOcKECRMoLi7mhRdeoGvXrg2dnoiIiIhIo2IymZx65NWIvLy8mvx3bEpcVS+Hm2ir1VplzbAjvL29KSsrc/o4Z/n7++Pt7U1ubq5D8dfigoIqD0fYuXMnM2fOxGKxMGnSJB555BGHzrfkniUaLNbI2Ww2ysrK8PDwsP+IIo2X6mU8qpmxqF7GonoZT1Osma+nr6tTEGkUnH5PdGPWq1cv0tLSyM7Opl27djXGFRUVkZGRQWhoKGaz2b59zZo1vPHGG7i5uTFnzhwGDx7s8LXb+dZ8PWkcLBYL2TnZhLQL0S+MBqB6GY9qZiyql7GoXsajmok0XU2qiY6JiSEtLY3ly5cTHR3Npk2byMzMJD8/H5PJRHh4OAkJCWRmZmK1WomNjbUf+/777/PnP/8ZPz8/Zs+ezWuvvcbx48cZN26cC7+RiIiIiIiINCZONdEFBQXs37/fqQsUFBQ4Ff9DDBgwgHvuuYeUlBRSUlKIiIggJiYGgPXr15ORkcHUqVMBCAsLIy4uDoDdu3ezcOFC/P39+fOf/8yiRYs4f/58g+UtIiIiIiIixuBUE/3FF1/wxRdf1Fcude7a+pPg4GCGDx/OqlWr7E19UVERbm5uVFRU8Prrr2Oz2ejevTtTpkyxN9DHjh3jo48+AmDw4MFNZj2LiIiIiIiI3BhTYWGhzZHAO++888YvYjKxZ8+eGz7eUampqUyePJnY2FgGDBjAhg0bOHr0KPn5+fj5+REWFsaAAQP45z//SWZmJoGBgcybN48xY8Zc99z//ve/8fCo+TcH07fHMWmwWKNWYbNRZrXi4emJm34QafRUL+NRzYxF9TIW1ct4jFAzm3dLbC1ucXUajYLFYrHPVdIa9sbP1fVy+E70559/Xp951ImNGzcCMGrUKEJDQ+nbt2+1cYMGDWLQoEFYrVaCgoLYu3cv06ZNw9fXl7Fjx3LixAnGjRvH448/7vCaaN8PfoHblYZ7dF1ERERE5Ie4lLBDTbTIDWhSg8X27duH2WwmNDS01jh/f3+6du1Keno6zZo1A2DOnDn2F3WfOHGi3nMVEREREXGlCpsNi8Xi6jQahdLS0kp/SuNWH/Vy5o72DTXRx44dw8PDg/bt2wOQlJTE3r17q8QFBQXx4osvNsha4gsXLmCxWIiMjHQoPjg4GLj6vujAwEB7Ay0iIiIicjMos1rJzs52dRqNSk5OjqtTECfUVb3c3d0JDw93ON6pJrqkpIS5c+eyZcsWRowYwbPPPgtAVlZWtVO7TSYT3bp145e//KUzl2kQ1xr78vJyF2ciIiIiItLwPDw9adfuVlen0SiUlpaSk5OD2WzWzTUDcHW9nGqi//jHP7J161aaN29O69atK+0zmUzMnj3b/vcjR47wwQcfkJSUxLBhw2odylUX/P398fb2Jjc316H4a3FBQUF1cv2iR9drsFgjZ4QBH/I/qpfxqGbGonoZi+plPEaomcm7pYZofY+Xl5f+TQzEVfVyuLM9fPgwW7du5dZbb+XNN98kJCSkSszgwYMrfc7MzOTQoUNs27aNQYMG1U3GtejVqxdpaWn2SW01KSoqIiMjg9DQUMxmc51c2xbQAYfGnIvL/G+K3636H0cDUL2MRzUzFtXLWFQv41HNRJouN0cDN2/ejMlkYsaMGdU20NV54oknsNls7N692+GEpk6dSlRUFPPnz681bvr06URFRfHOO+/Yt8XExACwfPnySrGXLl1iypQppKWlAZCcnIzVaiU2NtbhvEREREREREQcbqIPHjxIcHAwPXr0cPjkvXr1IigoiK+++srhY6ZMmUJAQABr167l0KFD1cbs2LGDrVu38tOf/pSEhAT79gEDBhAdHU1KSgpJSUnYbFfvDefl5ZGbm8vEiRN58skneffdd4mIiCAuLs7hvEREREREREQcbqLPnz/Pj3/842r3XWtWv89kMhEZGUl+fr7DCQUEBDB58mQqKip46aWXqowtLyws5LXXXqNZs2bMnj0bd3f3SvtnzZrFwIEDWbJkCfHx8Sxbtoz09HT69+9PYGAgBw4coKKignvuuUdDA0RERERERMQpDq+Jtlgs9ncqf19cXBz33ntvtftatGhBWVmZU0kNHDiQrVu3sn37dt5++22efvpp+7433niDgoICpk6dWu2652bNmjF37lyGDh3Khg0b2LRpE/n5+fj5+dGhQwdGjx7NqVOnWLFiBZ9++ikzZ87kpz/9qVP5iYiIiIiIyM3J4SY6MDCQCxcuVLuva9eudO3atdp9eXl5VSZ5O2LKlCl8+eWXJCcn88ADDxAZGcmuXbvYsmUL/fr1Y9iwYfbYkpISVq5cyccff8yZM2do3rw5PXv2ZOzYsURERFQ677VhZ/7+/mRlZfHb3/6WyMhI4uLiuP/++wHo2bMnPXr0YPv27fZBasXFxQwfPtz+Wi8RERERERG5+TjcRJvNZjIyMrDZbPZ3LF+PxWLh66+/vqE7vdce654+fTrz5s1j4cKFzJs3D39/f2bMmGGPs1qtPPPMMxw+fJgHH3yQxx57jNzcXNatW8fjjz/O4sWL6datG3B1wvhTTz1FSEgIjz32GK1ateL06dOsX7+eGTNm4OvrS58+feznPnfuHAsXLuTXv/41QK3fw2KxOP0dpWFdWxrw/SUC0jipXsajmhmL6mUsqpfxqGbGonoZS33Uy5kp+g430XfddReHDx9m+/bt3HfffQ4ds2XLFkpKSrj77rsdTui7vvtY99NPP825c+d45ZVXKt3ZXrVqFQcOHGDu3LkMHDjQvv3hhx9mxIgRvPzyy3zwwQfA1ancJpOJv/3tb9xyyy322Ntvv52JEyeya9euSk10SUkJkydPtk/9rs2ZM2coLy+/oe8pDSsnJ8fVKYgTVC/jUc2MRfUyFtXLeFQzY1G9jKWu6uXu7k54eLjD8Q430YMGDWLp0qUsWLCAbt26VWpCq5OTk8PixYvx9PSs1Nw669pj3V999RU///nPqzTwn3zyCX5+fvTq1YvCwkL7dg8PD/r06cNHH31EVlYWYWFhvPrqqxQWFhIYGGiPKysro6KiArj6/ujvi4qKcijPtm3b3sC3k4ZUWlpKTk4OZrNZQ+UMQPUyHtXMWFQvY1G9jEc1MxbVy1hcXS+Hm+hbb72VoUOHkpKSwujRo3nhhRdqvMO8a9cu5s6dy6VLlxg3bhxBQUE3nGBAQAB9+/blww8/rPaO8IkTJygpKeGBBx6o8Rxnz54lLCwMNzc3Ll26xHvvvcc333zD2bNnOX36tH3wWXVTxr/bcNfGmdv/4jru7u54eXmpXgahehmPamYsqpexqF7Go5oZi+plLK6sl8NNNMDkyZM5deoUX375JZMnTyYwMJCePXsSHByMzWYjLy+PAwcOcP78eWw2G/3792fkyJH1lTtwtfFt27Yt06dPrzHm2qu51q5dy7x58+x5d+vWjYiICIKDgxk1alS1x7q5OfwWMGnkfHx8nHpMQ1xL9TIe1cxYVC9jUb2MRzUzFtXLWFxdL6eaaG9vbxYvXsyyZctYtWoV+fn5fPLJJ/ZBY9fu5Hp5eTF69Ggef/zxus/4e9q2bUtubi49evTAw6Py1zl06BBXrlzBx8eHkpISFi1aRGhoKCtWrMDX19ced/DgwXrPU0RERERERIzPqSYarq41Hjt2LPHx8aSmpnLo0CHOnTuHzWajdevW3HbbbURHR9OqVat6SLeq6Oho3nnnHd59911+85vf2LefP3+eSZMm4ebmxqZNmygpKeHKlSuEhIRUaqDLyspYuXIlgAaDiYiIiIiISK2cbqKv8fX1ZciQIQwZMqQu83HayJEj2blzJ4mJiXz99df07t2bixcvsm7dOoqKivjjH/+Ij48PPj4+3HHHHezbt4/Zs2fTvXt3Ll68yMcff8yJEyfs66VFREREREREanLDTXRj0bx5c5YuXcry5cvZvn07u3btws/Pj44dOzJ79mx69eplj507dy5//etf2bNnD1u3biUoKIguXbowe/Zs5s2bx8GDB7l8+TLNmzd34TcSERERERGRxspUWFhYdSS1iIiIiIiIiFSh0dMiIiIiIiIiDlITLSIiIiIiIuIgNdEiIiIiIiIiDlITLSIiIiIiIuIgNdEiIiIiIiIiDlITLSIiIiIiIuIgNdEiIiIiIiIiDlITLSIiIiIiIuIgNdEiIiIiIiIiDlITLSIiIiIiIuIgNdEiIiIiIiIiDlITLSIiIiIiIuIgNdEiIiIiIiIiDlITLSIiIiIiIuIgNdEiIiIiIiIiDlITLSIiIiIiIuIgNdEiIiIiIiIiDlITLSIiIiIiIuIgNdEiIiIiIiIiDlITLSIiIiIiIuIgNdEiIiIiIiIiDvJwdQIiIiICs2bN4qOPPgJg+PDhTJ482aHjzp8/T1xcHEVFRbRs2ZJVq1Zxyy231GeqDeLYsWO8//777Nu3j7y8PJo3b05YWBgDBw7k//v//j+8vb1dnaKIiNykTIWFhTZXJyEiInKzu3jxInFxceTl5WEymUhMTKR79+7XPW7ixImkpaUBMHfuXAYOHFjPmda/DRs2MG/ePMrKyqrd3759exYsWMCtt97awJmJiIjocW4REZFGoWXLlkybNg0Am83GSy+9RElJSa3HfPjhh/YG+uc//3mTaKD37dvHK6+8QllZGWFhYbz22mt8+OGH/OMf/+DZZ5+lefPmnDhxgokTJ2K1Wl2droiI3ITURIuIiDQSd999N0OGDAHg5MmTLF26tMbYvLw8FixYAIDZbHb48e/G7s0338Rms3HLLbeQmJjIgAEDuOWWW2jfvj2/+tWv+P3vfw/AiRMn+OSTT1ycrYiI3IzURIuIiDQikyZNsq9pfu+998jIyKg27tVXX+XixYuYTCb+8Ic/4Ovr25Bp1ovz58/z1VdfAfDwww8TEBBQJWbAgAE0b94cgMOHDzdofiIiIqDBYiIiIo2Kn58f06dPZ+LEiZSXl/Piiy+yYsUKPDz+95/sLVu28NlnnwEQFxdH7969q5znyJEjrF69mi+//JL8/Hy8vb1p37499913Hw8//DA+Pj415pCVlcX69evZv38/Z8+epbi4mBYtWtCmTRuioqJ49NFHCQ4OrnJcVFQUAAsXLuTy5cskJiZy+vRp/P39ufvuu+2Pq9ckODiY7du389///rfG9c42mw2TyQRQ6d9ERESkoei/PiIiIo1Mv379eOihh0hJSeGbb77hvffeIyEhAYDCwkL+9Kc/ARAeHs7TTz9d6VibzcbixYtZuXIlNtv/ZoeWlpaSnp5Oeno6a9euZcGCBbRv377KtZctW8bSpUupqKiotP3ixYtcvHiRo0ePsnHjRt588006depUbf6fffYZ69ats18/Ly/P4Tvlvr6+dOvWrcb9GzdupLi4GIC+ffs6dE4REZG6pOncIiIijVBRURFxcXGcP3+eZs2asXr1asxmM7Nnz2bz5s14eHiQlJRUpZF96623ePvttwG45557iI+Pp0OHDly+fJm0tDTeeustLly4QEhICMnJyfj7+9uP3bZtm/1uce/evUlISCAsLAw3NzdOnTrFmjVr7OuQe/bsyZIlSypd+9qdaLg6QXvatGm0b9+eAwcO0LlzZ0JDQ53+dygrK6OgoICsrCxSUlL45JNPsNlsDBo0iBdffNHp84mIiPxQaqJFREQaqd27d/Pcc88BEB0dzaOPPsrYsWMBGDduHI8//nil+FOnTjF8+HDKy8trfNf0iRMn+NWvfkVJSQlxcXFMmjTJvm/UqFEcOXKEDh06kJycjJeXV5Xjn3vuOXbv3o2bmxuffvpppcfCrzXRJpOJ999/n4iIiB/8b/DBBx/wxhtv2P9uMpkYN24cv/rVr/Q4t4iIuIQGi4mIiDRSffr0ISYmBoDt27czY8YMALp168bIkSOrxK9bt47y8nK8vb0ZP358teds3749Dz/8MAApKSn2dzFXVFTws5/9jAcffJAxY8ZU20AD9OjRwx5/8eLFamM6dOhQJw00QE5OTqW/22w2Vq5cybvvvlvpcXUREZGGop9wRUREGrEJEybw+eefk5OTQ15eHs2bN2fOnDm4u7tXid2/fz9wtYkFuHz5crXn/MlPfgJAcXEx33zzDZ07d8bNzY0xY8bUmIfNZuPkyZOcOHHCvq28vLza2I4dOzr25RwwfPhwRo8ejYeHB0eOHGHJkiUcPHiQxMRECgsL+d3vfldn1xIREXGEmmgREZFGzNfXl2eeeYaZM2cC8Pjjj9e4tvjUqVMAZGZmcu+99zp0/nPnztG5c+dK2woLC9m7dy/Hjx/n1KlTnD59muPHj9sHel1T053gVq1aOXRtR7Rp08b+uUePHixZsoTx48fz5Zdf8o9//IOHH36YsLCwOrueiIjI9aiJFhERaeSCgoKq/fx9329yHfHdY0pKSli0aBHr16+3P+Z9jaenJ7fffjvNmzdn9+7dtZ6zpkfB64KHhwfjxo3jySefpKKigl27dqmJFhGRBqUmWkREpInw8fGhuLiY+++/n5dfftnp42fOnElqaioAnTp1om/fvkRERBAWFkaHDh3w9PRk9erV122i61uXLl3sn8+cOePCTERE5GakJlpERKSJCAkJ4dixY5w9e7bWOJvNhslkqrTt0KFD9ga6psnecPVR7/ry+eefs3LlSs6cOcOyZctqfCzcYrHYP3t7e9dbPiIiItXRdG4REZEm4trk7IyMjCpTrb8rMTGR6Oho4uPj7euoDx06ZN8/bNiwGo/94osv7J/rYzr2559/TnZ2Njt27Kgx5rt3wr97V1pERKQhqIkWERFpImJjY4GrU7NfffXVKuuaAY4fP84HH3xAUVERVqvVPqTsu9O+jx8/Xu3516xZw8GDB+1/t1qtdZk+PXv2JDg4GICkpCQuXLhQJSYvL48333wTuLo+/O67767THERERK5HTbSIiEgT0bFjR375y18CkJaWxtixY/n3v//Nt99+y+nTp9mwYQNPP/00xcXFmEwmJk2aZH+s+84777R/fv311/noo4/sr9X64osvmDFjBvPmzat0vZpeoXWjPDw8mDhxInB1avioUaP417/+RU5ODufPn+ef//wno0aNIicnBzc3N6ZPn06zZs3qNAcREZHr0ZpoERGRJmTChAmUlZWxbt06Dh8+zIQJE6rEeHl5MWXKFO666y77tvDwcEaNGkVSUhIFBQXMmjWrynHe3t6MGDGCpKQkAE6ePEnXrl3rNP/77ruPF154gT/96U+cPn2aGTNmVIlp1qwZM2fO1F1oERFxCTXRIiIiTYiHhwdTp07lwQcfZO3atRw4cICCggLg6uCxqKgoHn30UX70ox9VOXbcuHF07tyZtWvXkpmZSXFxMT4+PrRt25bevXszfPhwQkND+fjjjzl79izbt29n8ODBdf4dHnnkEXr27Mnf//539u7dS25uLh4eHrRt25Y+ffoQFxfHLbfcUufXFRERcYSpsLCw7qeCiIiIiIiIiDRBWhMtIiIiIiIi4iA10SIiIiIiIiIOUhMtIiIiIiIi4iA10SIiIiIiIiIOUhMtIiIiIiIi4iA10SIiIiIiIiIOUhMtIiIiIiIi4iAPVydQX9LS0ti0aROZmZkUFBTQqlUrIiIiiImJoX///ri7u9d6/Jtvvsm7777L4sWLiYqKaqCsRUREREREpDFrck10cXExL774Itu3bycyMpKYmBhat25NXl4eqampTJ06ld69e/PSSy8REBBQ7Tn2799PcnJyA2cuIiIiIiIijZ2psLDQ5uok6tKUKVPYsWMH48ePZ+TIkZhMpkr716xZwxtvvEHnzp1ZunQpHh6Vf0e4dOkS8fHxFBQUUFpa6vCd6FPfXqaiSf1LNj0VNhvlZeW4e7jj9r3/eyGNj+plPKqZsahexqJ6GY9qZixGr1cLLw+CfL1cnUaDsVgsnDlzhrZt2+Lj49Pg129Sd6JTU1PZsWMHsbGxJCQkVBvzyCOPcObMGVauXMnq1asZMWJEpf2vvfYaFRUVDBs2jL///e8OX/tX7x7i2ytlPyh/ERERERERZ218ssdN1UQDlJeXu+zaTaqJ3rhxIwCjRo2qNS4hIYFVq1aRkpJSqYnevHkz//rXv/jLX/7CgQMH6jFTERERERGRulFhs2GxWFydRoMpLS2t9GddcOaOttNN9H//+1+2bdtGfn4+bdq04YEHHqBNmzbOnqZe7Nu3D7PZTGhoaK1x/v7+dOnShfT0dAoKCggMDOT06dPMnz+fuLg4oqKi1ESLiIiIiIghlFnLyM4+4+o0GlxOTk6dnMfd3Z3w8HCH451qopcvX05iYiI22/8W/7799tu88MILPPTQQ86cqs5duHABi8VCZGSkQ/HBwcEA5Obm4u/vz6xZszCbzYwfP74+0xQREREREalTHp4etG3XztVpNJjS0lJycnIwm814eTX8Y+wON9F79+5lyZIlAHTs2JF27dpx7NgxsrKyeOWVV+jYsSOdOnWqt0Tr2rWBY+Xl5SQlJZGRkUFSUpJLiiAiIiIiInKj3EwmlwzYcjUvL6/GPVhsw4YNmEwmnn/+eR555BH79sTERN555x3WrVvHtGnT6iVJR/j7++Pt7U1ubq5D8dfiLBYLy5YtIz4+nuDgYAoLC+3b4eorswoLC2nZsiVubm41nm/FyG6azt3IVdhslFnL8PD0MOTUxZuN6mU8qpmxqF7GonoZj2pmLEavl693kxp11eg5/K995MgROnToUKmBBnjyySfZuHEjhw8frvPknNWrVy/S0tLIzs6mXS2PMxQVFZGRkUFoaCj79u2jvLycFStWsGLFiiqxU6ZMAa7+iNC2bdsaz/mjwOY//AtIvbJYLGRnn6Ftu3Y35S91RqN6GY9qZiyql7GoXsajmhmL6iXOcLiJLigooG/fvlW2m0wmOnXqxMGDB+s0sRsRExNDWloay5cvJzo6mk2bNpGZmUl+fj4mk4nw8HASEhLIzMzEarUSGxvL/fffT/fu3bly5Qpbtmzh4MGDFBYW4unpyeXLl3n66afp2rUrQUFBrv56IiIiIiIi4mION9FWqxVvb+9q9/n5+XHlypU6S+pGDRgwgHvuuYeUlBRSUlKIiIggJiYGgPXr15ORkcHUqVMBCAsLIy4uDh8fH4KDgxk3bhxfffUVMTExdOrUiTVr1vDNN9+wY8cOEhIS7GuoRURERERE5OZV8yLf76moqKhxn8lkqjSxu7G41vgGBwczfPhwAgMD7fuKiorsa5w//PBDDh06xLhx45g2bRrDhg3j3nvvBSAjI4M9e/Y0eO4iIiIiIiLS+DSpFeipqal89tlnxMbGMmDAADZs2MCmTZvIz8/Hz8+PDh06MHr0aP75z3+SmZlJTEwM8+fPp7i4mMjISH7xi19Ue97MzEz69OlT67Wt2dlQyw8N4npuNhuhgNu5c1j1ZEGjp3oZj2pmLKqXsahexqOaGYuz9XLz9cVdyz1vWk2qid64cSMAo0aNIjQ0tNo13ACDBg1i0KBBWK1WAgMDiY+PJz4+vlLMk08+iZubG2+99RZt2rS57rXzxzxBxf9N9hYRERERkaar9Qd/x9qihavTuGmVlpZW+rMuODNQzqkm2mKxcO7cuSrbr62HzsnJqfGx7pCQEGcudUP27duH2WwmNDS01jh/f3+6du1Keno6zZo1q7SvpKSEs2fP8umnn/LOO+/QpUsXoqOj6zNtERERERExkDKrldPZ2a5O46aXk5NTJ+dxd3cnPDzc4XinmujU1FRSU1Nr3B8bG1vtdpPJxO7du525lNMuXLiAxWIhMjLSofjg4GDg6vuiv7tWes2aNSxcuBCAgIAApk6dipeXV90nLCIiIiIihuTh6Um7BrhJKNUrLS0lJycHs9nskl7NqSb6RoeHNeahY+Xl5ZW233777cyfP59z586RnJzMmDFjmDt3Lv3793dFmiIiIiIi0siYTCa9T7oR8PLyckkdHG6iN2zYUI9p/HD+/v54e3uTm5vrUPy1uO+///m2226zf+7fvz+PPfYY8+fPv24THfT2Ug0Wa+RsNhtlVisenp56ZZkBqF7Go5oZi+plLKqX8ahmxuJsvdx8fRsgK2msHG6iHRmu5Wq9evUiLS2N7Oxs2rVrV2NcUVERGRkZhIaGYjaba4wLCQmhR48e7Ny5k/z8/CoN93d51nI9aRwsFguns7NpFxKiXw4NQPUyHtXMWFQvY1G9jEc1MxbVS5zh8HuijSAmJgaA5cuXV9p+6dIlpkyZQlpaGgDJyclYrVb7Gu5nn32WYcOGVXm0G+Dy5cuYTCa8vb3rN3kRERERERFp9G7oFVfl5eXs3LmTPXv2kJWVxbfffoubmxv+/v507NiRvn37ctddd9V1rtc1YMAAoqOjSUlJoby8nMuXL3P06FHy8vIA2LFjB2FhYZw8eZKIiAji4uKAq3fZ9+zZwzPPPMPp06fJzc3F19eX8PBwvvzyS3r16oWvHtkQERERERG56TndRO/evZvXX3+d06dPA1WHhh04cIDVq1fTvn17pk6dyh133FE3mTro+eefJz09nc2bN+Pl5UW3bt3o2bMn58+f5z//+Q9ZWVkAREVF2Se5JSQkkJKSwr59+wgLC2PgwIFkZWWxf/9+AHuzLSIiIiIiIjc3U2FhocOjsz/55BNmz55NeXk5AQEB9O3bl/DwcPz8/LBarVy4cIGjR4+yb98+iouL8fDwaPDJ1lOmTGHHjh0MHTqUoqIijh49Sn5+Pn5+foSFhREQEMC2bduw2Wx06NCBmTNnsm/fPpYsWcIdd9xBdnY23377LUFBQfzkJz8hNTWV3r1785e//KXW62YXZVNh02Cxxsxms1FWVoaHh4cGfBiA6mU8qpmxqF7GonoZz81SM19PX4J8ap4bZBQWi8U+V0lrohs/V9fL4TvR586d4+WXX6a8vJz4+HieeuqpGt/JVVxczPLly0lOTmbOnDmsXbuWgICAOku6JqmpqezYsYPY2FhmzJhRY9yiRYtYuXIlLVq0IDAwkD179uDp6clf//pX3N3dK8XGx8dz4MCB61573GfjKCwt/IHfQERERETEON67770m0USLOMPhJnrdunVYLBZGjx7N2LFja41t0aIF48ePp1mzZiQmJrJ+/XpGjx79g5O9no0bNwIwatSoWuMSEhJYtWoVV65cITQ0lJdffpmCgoIqDbTNZrOv9xYRERERkcpsNhsWi8XVafxgpaWllf6Uxq0+6uXMHW2Hm+i9e/fi7+/vVDMcHx9PcnIyu3fvbpAmet++fZjNZkJDQ2uN8/f3p0uXLqSnp1NQUEDr1q1p3bp1lbjNmzeTl5dHv3796itlERERERHDKisrIzsn29Vp1JmcnBxXpyBOqKt6ubu7Ex4e7nC8w0306dOn6dSpE56eng6f3Nvbm06dOtmHedWnCxcuYLFYiIyMdCg+ODgYgNzcXAIDA6vs//rrr3n99ddxd3fniSeeqNNcRURERESaAg8PD0Lahbg6jR+stLSUnJwczGZzjUtWpfFwdb0cbqKvXLlCq1atnL5Aq1atKCoqcvq4+nZtwEN174Y+cuQIEyZMoLi4mBdeeIGuXbs2dHoiIiIiIo2eyWRqUoO4vLy8mtT3aepcVS+Hm2ir1VplzbAjvL29KSsrc/o4Z/n7++Pt7U1ubq5D8dfigoIqD0LYuXMnM2fOxGKxMGnSJB555BGHzrfkniWazt3I3SxTMpsK1ct4VDNjUb2MRfUynpulZr6evq5OQaTBOf2e6MasV69epKWl2ced16SoqIiMjAxCQ0Mxm8327WvWrOGNN97Azc2NOXPmMHjwYIev3c635utJ42CxWMjOySakXYh+YTQA1ct4VDNjUb2MRfUyHtVMpOlqUk10TEwMaWlpLF++nOjoaDZt2kRmZib5+fmYTCbCw8NJSEggMzMTq9VKbGys/dj333+fP//5z/j5+TF79mxee+01jh8/zrhx41z4jURERERERKQxcaqJLigoYP/+/U5doKCgwKn4H2LAgAHcc889pKSkkJKSQkREBDExMQCsX7+ejIwMpk6dCkBYWBhxcXEA7N69m4ULF+Lv78+f//xnFi1axPnz5xssbxERERERETEGp5roL774gi+++KK+cqlz19afBAcHM3z4cFatWmVv6ouKinBzc6OiooLXX38dm81G9+7dmTJlir2BPnbsGB999BEAgwcPbtLrWUREREREROT6TIWFhTZHAu+8884bv4jJxJ49e274eEelpqYyefJkYmNjGTBgABs2bODo0aPk5+fj5+dHWFgYAwYM4J///CeZmZkEBgYyb948xowZc91z//vf/8bDo+bfHEzfHsekwWKNWoXNRpnVioenJ276QaTRU72MRzUzFtXLWFQv42lMNbN5t8TW4haX5tDYWSwW+1wlrWFv/FxdL4fvRH/++ef1mUed2LhxIwCjRo0iNDSUvn37Vhs3aNAgBg0ahNVqJSgoiL179zJt2jR8fX0ZO3YsJ06cYNy4cTz++OMOr4n2/eAXuF1puEfXRUREREQccWHkdizufq5Oo1ErLS2t9Kc0bvVRL2ea8SY1WGzfvn2YzWZCQ0NrjfP396dr166kp6fTrFkzAObMmWN/UfeJEyfqPVcRERERkYZQZrWSnZ3t6jQMIScnx9UpiBPqql7u7u6Eh4c7HH9DTfSxY8fw8PCgffv2ACQlJbF3794qcUFBQbz44osNspb4woULWCwWIiMjHYoPDg4Grr4vOjAw0N5Ai4iIiIg0JR6enrRrd6ur02jUSktLycnJwWw2qy8wAFfXy6kmuqSkhLlz57JlyxZGjBjBs88+C0BWVla1U7tNJhPdunXjl7/8Zd1kW4euNfbl5eUuzkREREREpP64mUxa5+sgLy8v/VsZiKvq5VQT/cc//pGtW7fSvHlzWrduXWmfyWRi9uzZ9r8fOXKEDz74gKSkJIYNG1brUK664O/vj7e3N7m5uQ7FX4sLCgqqk+sXPbpeg8UaucY04EOuT/UyHtXMWFQvY1G9jKcx1czm3dKl1xdpahzubA8fPszWrVu59dZbefPNNwkJCakSM3jw4EqfMzMzOXToENu2bWPQoEF1k3EtevXqRVpamn1SW02KiorIyMggNDQUs9lcJ9e2BXTAoTHn4jL/m+J3q35hNADVy3hUM2NRvYxF9TIe1Uyk6XJzNHDz5s2YTCZmzJhRbQNdnSeeeAKbzcbu3bsdTmjq1KlERUUxf/78WuOmT59OVFQU77zzjn1bTEwMAMuXL68Ue+nSJaZMmUJaWhoAycnJWK1WYmNjHc5LRERERERExOEm+uDBgwQHB9OjRw+HT96rVy+CgoL46quvHD5mypQpBAQEsHbtWg4dOlRtzI4dO9i6dSs//elPSUhIsG8fMGAA0dHRpKSkkJSUhM129d5wXl4eubm5TJw4kSeffJJ3332XiIgI4uLiHM5LRERERERExOEm+vz58/z4xz+udt+1ZvX7TCYTkZGR5OfnO5xQQEAAkydPpqKigpdeeqnKu78KCwt57bXXaNasGbNnz8bd3b3S/lmzZjFw4ECWLFlCfHw8y5YtIz09nf79+xMYGMiBAweoqKjgnnvu0eQ9ERERERERcYrDa6ItFov9ncrfFxcXx7333lvtvhYtWlBWVuZUUgMHDmTr1q1s376dt99+m6efftq+74033qCgoICpU6dWu+65WbNmzJ07l6FDh7JhwwY2bdpEfn4+fn5+dOjQgdGjR3Pq1ClWrFjBp59+ysyZM/npT3/qVH4iIiIiIiJyc3K4iQ4MDOTChQvV7uvatStdu3atdl9eXl6VSd6OmDJlCl9++SXJyck88MADREZGsmvXLrZs2UK/fv0YNmyYPbakpISVK1fy8ccfc+bMGZo3b07Pnj0ZO3YsERERlc57bdiZv78/WVlZ/Pa3vyUyMpK4uDjuv/9+AHr27EmPHj3Yvn27fZBacXExw4cPt7/WS0RERERERG4+DjfRZrOZjIwMbDab/R3L12OxWPj6669v6E7vtce6p0+fzrx581i4cCHz5s3D39+fGTNm2OOsVivPPPMMhw8f5sEHH+Sxxx4jNzeXdevW8fjjj7N48WK6desGXJ0w/tRTTxESEsJjjz1Gq1atOH36NOvXr2fGjBn4+vrSp08f+7nPnTvHwoUL+fWvfw1Q6/ew/P/s3X98z/X+//Hbe7+xNTa2sWQ2+VVJfqyQZCmK5hyR4Ry/ElEKJ7/iHFQodDqkJDFMOXz9XkjHjxaL5MiPZVuR+b3fho33fr6/f/jsfcx+eL9ns725Xy+XLni9nq/X6/F6P3qZx/v1ej5eRqPV5yh3Vv7UgJunCEjlpHzZHuXMtihftkX5sj3KmW1RvmxLeeTLmi76FhfRTzzxBEePHmXnzp0888wzFm2zbds2MjMzad++vcUB3ejGx7pHjBhBfHw8M2fOLHBne+XKlRw6dIgZM2bQqVMn8/KXXnqJvn37Mn36dFatWgVc78ptMBj4/PPPqVWrlnnso48+yujRo9mzZ0+BIjozM5OxY8eau36X5Pz58+Tm5pbqPOXOSkhIqOgQxArKl+1RzmyL8mVblC/bo5zZFuXLtpRVvuzt7fH397d4vMVFdOfOnVm0aBEff/wxzZo1K1CEFiUhIYH58+fj6OhYoLi1Vv5j3b/++ivPP/98oQL+u+++w83NjVatWpGWlmZe7uDgQJs2bdi6dStxcXH4+fnxwQcfkJaWhoeHh3lcTk4OeXl5wPX3R98sMDDQojjr1KlTirOTOykrK4uEhAS8vb3VVM4GKF+2RzmzLcqXbVG+bI9yZluUL9tS0fmyuIi+//776datG+Hh4QwePJhx48YVe4d5z549zJgxgytXrjB8+HA8PT1LHWCNGjVo27YtmzdvLvKO8KlTp8jMzOS5554rdh8XLlzAz88POzs7rly5wldffcXx48e5cOEC586dMzc+K6rL+I0Fd0msuf0vFcfe3h4nJyfly0YoX7ZHObMtypdtUb5sj3JmW5Qv21KR+bK4iAYYO3YsZ8+e5ZdffmHs2LF4eHjQsmVLvLy8MJlMJCcnc+jQIRITEzGZTHTo0IH+/fuXV+zA9cK3Tp06vPPOO8WOyX8119q1a5k1a5Y57mbNmhEQEICXlxcDBw4scls7O4vfAiaVnIuLi1WPaUjFUr5sj3JmW5Qv26J82R7lzLYoX7alovNlVRHt7OzM/PnzWbx4MStXriQlJYXvvvvO3Ggs/06uk5MTgwcPZtCgQWUf8U3q1KlDUlISLVq0wMGh4OkcOXKEa9eu4eLiQmZmJvPmzcPX15fly5fj6upqHnf48OFyj1NERERERERsn1VFNFyfazxs2DD69etHREQER44cIT4+HpPJRM2aNXn44YcJCgqievXq5RBuYUFBQSxZsoRly5bxyiuvmJcnJiYyZswY7Ozs2LRpE5mZmVy7dg0fH58CBXROTg4rVqwAUGMwERERERERKZHVRXQ+V1dXunbtSteuXcsyHqv179+f3bt3s3DhQn777Tdat27N5cuXWbduHenp6bz77ru4uLjg4uLCY489xoEDB5g6dSrNmzfn8uXLfPvtt5w6dco8X1pERERERESkOKUuoiuLqlWrsmjRIpYuXcrOnTvZs2cPbm5uNGzYkKlTp9KqVSvz2BkzZvDZZ5+xb98+tm/fjqenJ02aNGHq1KnMmjWLw4cPc/XqVapWrVqBZyQiIiIiIiKVlSEtLa1wS2oRERERERERKUStp0VEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRESkEpgyZQqBgYEEBgYye/Zsi7dLTEwkKCiIwMBAOnXqRFJSUjlGWbE++eQTAgMD6d69e0WHIiIi9zAV0SIiIpXA3/72N2rWrAnAmjVrOHTokEXbzZw5k/T0dAAmTJhArVq1yivECnXw4EG++uqrig5DRERERbSIiEhlcN999zFx4kQATCYT77//PpmZmSVus3nzZiIjIwF4/vnn6dSpU7nHWRHS09OZNm0aeXl5FR2KiIiIimgREZHKon379nTt2hWA06dPs2jRomLHJicn8/HHHwPg7e3N2LFj70iMFWHOnDlcuHChosMQEREBVESLiIhUKmPGjDE/kv3VV18RHR1d5LgPPviAy5cvYzAY+Mc//oGrq+udDPOO2blzJ1u2bKFWrVo8/vjjFR2OiIgIDhUdgIiIiPyPm5sb77zzDqNHjyY3N5f33nuP5cuX4+Dwvx/Z27Zt44cffgAgJCSE1q1bF9rPsWPHWL16Nb/88gspKSk4OztTr149nnnmGV566SVcXFyKjSEuLo7169dz8OBBLly4QEZGBtWqVaN27doEBgbSu3dvvLy8Cm0XGBgIwNy5c7l69SoLFy7k3LlzuLu70759e/Pj6pZKTk5m5syZAEyePJlvvvnGqu1FRETKg4poERGRSqZdu3a8+OKLhIeHc/z4cb766isGDBgAQFpaGv/85z8B8Pf3Z8SIEQW2NZlMzJ8/nxUrVmAymczLs7KyiIqKIioqirVr1/Lxxx9Tr169QsdevHgxixYtKjT/+PLly1y+fJnY2Fg2btzIp59+SqNGjYqM/4cffmDdunXm4ycnJ5fqTvl7773HpUuX+POf/0ybNm1URIuISKWgIlpERKQSGj16ND/99BOJiYksWbKELl264O3tzb/+9S8uXryIg4MD06ZNw9nZucB2ixYtIiwsDICnnnqKfv36Ub9+fa5evUpkZCRffPEFZ8+eZeTIkYSFheHu7m7edseOHSxcuBCA1q1bM2DAAPz8/LCzs+Ps2bOsWbOG7777jsuXL/Ovf/2LBQsWFBn72rVrqVevHhMnTqRevXocOnSIxo0bW3X+/+///T/27t2Lr68vb731llXbioiIlCcV0SIiIpWQq6srkyZN4q233uLatWt8/PHH9O7dmy1btgDw6quvFroTfPbsWUJDQwHo1atXgWZj1atXp1evXgQGBvKXv/yF+Ph4Fi9ezJgxY8xj8ovv+vXr8/HHH+Pk5GReV7NmTZo3b86VK1fYu3cvv/zyC0ajscjHwg0GAx988AEBAQEAPPPMM1ad+6lTp/jkk0+ws7NjypQpVK1a1artRUREypMai4mIiFRSbdq0ITg4GLjeYGvSpEkANGvWjP79+xcav27dOnJzc3F2dub1118vcp/16tXjpZdeAiA8PJycnBwA8vLyePLJJ3nhhRcYMmRIgQL6Ri1atDCPv3z5cpFj6tevby6grZWTk8M//vEPjEYjffv2pXnz5qXaj4iISHnRnWgREZFKbNSoUfz0008kJCSQnJxM1apVmTZtGvb29oXGHjx4ELhexAJcvXq1yH0+9NBDAGRkZHD8+HEaN26MnZ0dQ4YMKTYOk8nE6dOnOXXqlHlZbm5ukWMbNmxo2ckVYfHixURHRxMQEMBrr71W6v2IiIiUFxXRIiIilZirqysjR45k8uTJAAwaNAhfX98ix549exaAmJgYnn76aYv2Hx8fX2i+clpaGvv37+fkyZOcPXuWc+fOcfLkSTIyMgqMu7Fx2Y2qV69u0bFvdvToUZYuXWqe713c3XAREZGKpCJaRESkkvP09Czy9ze7uci1xI3bZGZmMm/ePNavX29+zDufo6Mjjz76KFWrVmXv3r0l7rM0xe+1a9eYOnUqubm5vPbaa7d1N1tERKQ8qYgWERG5S7i4uJCRkcGzzz7L9OnTrd5+8uTJREREANCoUSPatm1LQEAAfn5+1K9fH0dHR1avXn3LIro0jh07xpkzZwD4/PPP+fzzz4sde+HCBfM7qbt27cqUKVPKPB4REZHiqIgWERG5S/j4+HDixAkuXLhQ4jiTyYTBYCiw7MiRI+YC+ubO3jdKS0srk1hFRERslYpoERGRu0SLFi04ceIE0dHRJCQk4O3tXeS4hQsXsnr1amrXrs2HH37I/fffz5EjR8zre/ToUewxfv75Z/Pvi5sTXRrNmzfn+++/L3HMu+++y86dO/Hx8eHf//43AA4O+qeMiIjcWXrFlYiIyF2ie/fuwPWu2R988EGhec0AJ0+eZNWqVaSnp5OdnW1uUnZjt++TJ08Wuf81a9Zw+PBh85+zs7PLLHZ7e3uqVq1a4n/5MRoMBvMyNR8TEZE7TV/fioiI3CUaNmzIyy+/zOrVq4mMjGTYsGG88sorNGnShKtXr/Lzzz+zcOFCMjIyMBgMjBkzxvxY9+OPP47BYMBkMjFnzhyys7Np0aIF9vb2nDx5kg0bNvCf//ynwPGKe4WWiIjI3UxFtIiIyF1k1KhR5OTksG7dOo4ePcqoUaMKjXFycmL8+PE88cQT5mX+/v4MHDiQ0NBQUlNTi2zW5ezsTN++fQkNDQXg9OnTNG3atNzORUREpDJSES0iInIXcXBwYMKECbzwwgusXbuWQ4cOkZqaClxvPBYYGEjv3r154IEHCm07fPhwGjduzNq1a4mJiSEjIwMXFxfq1KlD69at6dWrF76+vnz77bdcuHCBnTt30qVLlzt9iiIiIhXKkJaWVnZdQURERERERETuYmosJiIiIiIiImIhFdEiIiIiIiIiFlIRLSIiIiIiImIhFdEiIiIiIiIiFlIRLSIiIiIiImIhFdEiIiIiIiIiFlIRLSIiIiIiImIhh4oOoLxERkayadMmYmJiSE1NpXr16gQEBBAcHEyHDh2wt7cvcftPP/2UZcuWMX/+fAIDA+9Q1CIiIiIiIlKZ3XVFdEZGBu+99x47d+6kQYMGBAcHU7NmTZKTk4mIiGDChAm0bt2a999/nxo1ahS5j4MHDxIWFnaHIxcREREREZHKzpCWlmaq6CDK0vjx49m1axevv/46/fv3x2AwFFi/Zs0aPvroIxo3bsyiRYtwcCj4PcKVK1fo168fqampZGVlWXwn+uzFq+TdVZ/k3SfPZCI3Jxd7B3vsbvr/Qiof5cv2KGe2RfmyLcqX7VHObIvyVVA1Jwc8XZ0qOoxiGY1Gzp8/T506dXBxcbnjx7+r7kRHRESwa9cuunfvzoABA4oc07NnT86fP8+KFStYvXo1ffv2LbD+ww8/JC8vjx49evDvf//b4mP/ZdkRLl7Lua34RUREREREKtrGoS0qdRENkJubW2HHvquK6I0bNwIwcODAEscNGDCAlStXEh4eXqCI3rJlC//5z3/45JNPOHToUDlGKiIiIiIiUjnlmUwYjcaKDqNYWVlZBX4tC9bc0ba6iP7jjz/YsWMHKSkp1K5dm+eee47atWtbu5tyceDAAby9vfH19S1xnLu7O02aNCEqKorU1FQ8PDw4d+4cs2fPJiQkhMDAQBXRIiIiIiJyT8rJzuHMmfMVHcYtJSQklMl+7O3t8ff3t3i8VUX00qVLWbhwISbT/yb/fvnll4wbN44XX3zRml2VuUuXLmE0GmnQoIFF4728vABISkrC3d2dKVOm4O3tzeuvv16eYYqIiIiIiFRqDo4O1Klbt6LDKFZWVhYJCQl4e3vj5HTnHzu3uIjev38/CxYsAKBhw4bUrVuXEydOEBcXx8yZM2nYsCGNGjUqt0DLWn7DsdzcXEJDQ4mOjiY0NLTUSVjev5kai1VyeSYTOdk5ODg6qGGEDVC+bI9yZluUL9uifNke5cy2KF8FuTo74OJSuedEAzg5OVXuxmIbNmzAYDDw9ttv07NnT/PyhQsXsmTJEtatW8fEiRPLJUhLuLu74+zsTFJSkkXj88cZjUYWL15Mv3798PLyIi0tzbwcrr8yKy0tjfvuuw87O7ti9/eAR9XbOwEpd0ajkTNnzlOnbt0KudjEOsqX7VHObIvyZVuUL9ujnNkW5UusYXERfezYMerXr1+ggAYYOnQoGzdu5OjRo2UenLVatWpFZGQkZ86coW4Jjx+kp6cTHR2Nr68vBw4cIDc3l+XLl7N8+fJCY8ePHw9c/xKhTp065Ra7iIiIiIiIVH4WF9Gpqam0bdu20HKDwUCjRo04fPhwmQZWGsHBwURGRrJ06VKCgoLYtGkTMTExpKSkYDAY8Pf3Z8CAAcTExJCdnU337t159tlnad68OdeuXWPbtm0cPnyYtLQ0HB0duXr1KiNGjKBp06Z4enpW9OmJiIiIiIhIBbO4iM7OzsbZ2bnIdW5ubly7dq3Mgiqtjh078tRTTxEeHk54eDgBAQEEBwcDsH79eqKjo5kwYQIAfn5+hISE4OLigpeXF8OHD+fXX38lODiYRo0asWbNGo4fP86uXbsYMGCAeQ61iIiIiIiI3LuKn+R7k7y8vGLXGQyGAh27K4v8wtfLy4tevXrh4eFhXpeenm6e47x582aOHDnC8OHDmThxIj169ODpp58GIDo6mn379t3x2EVERERERKTysfo90ZVZREQEP/zwA927d6djx45s2LCBTZs2kZKSgpubG/Xr12fw4MF88803xMTEEBwczOzZs8nIyKBBgwb8+c9/LnK/MTExtGnTpsRjZ585AyV80SAVz85kwhewi48nW08WVHrKl+1RzmyL8mVblC/bo5zZljuVLztXV+w1TdTm3VVF9MaNGwEYOHAgvr6+Rc7hBujcuTOdO3cmOzsbDw8P+vXrR79+/QqMGTp0KHZ2dnzxxRfUrl37lsdOGfIqef/X2VtERERERORmNVf9m+xq1So6DJuXlZVV4NeyYE1XdquKaKPRSHx8fKHl+fOhExISin2s28fHx5pDlcqBAwfw9vbG19e3xHHu7u40bdqUqKgoqlSpUmBdZmYmFy5c4Pvvv2fJkiU0adKEoKCg8gxbRERERETuATnZ2Zw7c6aiw7hrJCQklMl+7O3t8ff3t3i8VUV0REQEERERxa7v3r17kcsNBgN79+615lBWu3TpEkajkQYNGlg03svLC7j+vugb50qvWbOGuXPnAlCjRg0mTJiAk1Plf9G4iIiIiIhUbg6OjtS9AzcX73ZZWVkkJCTg7e1dIbWaVUV0aZuHVeamY7m5uQWWP/roo8yePZv4+HjCwsIYMmQIM2bMoEOHDhURpoiIiIiI3CUMBoNVjw1LyZycnCrk87S4iN6wYUM5hnH73N3dcXZ2JikpyaLx+eNufv/zww8/bP59hw4d6NOnD7Nnz75lEe355SI1FqvkTCYTOdnZODg66pVlNkD5sj3KmW1RvmyL8mV7lDPbcqfyZefqWm77ljvH4iLakuZaFa1Vq1ZERkZy5swZ6tatW+y49PR0oqOj8fX1xdvbu9hxPj4+tGjRgt27d5OSklKo4L6RYwnHk8rBaDRy7swZ6vr46BtAG6B82R7lzLYoX7ZF+bI9ypltUb7EGha/J9oWBAcHA7B06dICy69cucL48eOJjIwEICwsjOzsbPMc7jfffJMePXoUerQb4OrVqxgMBpydncs3eBEREREREan0SvWKq9zcXHbv3s2+ffuIi4vj4sWL2NnZ4e7uTsOGDWnbti1PPPFEWcd6Sx07diQoKIjw8HByc3O5evUqsbGxJCcnA7Br1y78/Pw4ffo0AQEBhISEANfvsu/bt4+RI0dy7tw5kpKScHV1xd/fn19++YVWrVrhqkcvRERERERE7nlWF9F79+5lzpw5nDt3DijcNOzQoUOsXr2aevXqMWHCBB577LGyidRCb7/9NlFRUWzZsgUnJyeaNWtGy5YtSUxM5L///S9xcXEABAYGmju5DRgwgPDwcA4cOICfnx+dOnUiLi6OgwcPApiLbREREREREbm3GdLS0ixunf3dd98xdepUcnNzqVGjBm3btsXf3x83Nzeys7O5dOkSsbGxHDhwgIyMDBwcHO54Z+vx48eza9cuunXrRnp6OrGxsaSkpODm5oafnx81atRgx44dmEwm6tevz+TJkzlw4AALFizgscce48yZM1y8eBFPT08eeughIiIiaN26NZ988kmJxz2TfoY8kxqLVWYmk4mcnBwcHBzU4MMGKF+2RzmzLcqXbVG+bI9yVpiroyueLsX3GKpIRqPR3FdJc6Irv4rOl8V3ouPj45k+fTq5ubn069eP1157rdh3cmVkZLB06VLCwsKYNm0aa9eupUaNGmUWdHEiIiLYtWsX3bt3Z9KkScWOmzdvHitWrKBatWp4eHiwb98+HB0d+eyzz7C3ty8wtl+/fhw6dOiWxx7+w3DSstJu8wxERERERO5OXz3zVaUtokWsYXERvW7dOoxGI4MHD2bYsGEljq1WrRqvv/46VapUYeHChaxfv57BgwffdrC3snHjRgAGDhxY4rgBAwawcuVKrl27hq+vL9OnTyc1NbVQAW0ymczzvUVEREREpPRMJhNGo7GiwyhSVlZWgV+lciuPfFlzR9viInr//v24u7tbVQz369ePsLAw9u7de0eK6AMHDuDt7Y2vr2+J49zd3WnSpAlRUVGkpqZSs2ZNatasWWjcli1bSE5Opl27duUVsoiIiIjIPSEnJ4czCWcqOowSJSQkVHQIYoWyype9vT3+/v4Wj7e4iD537hyNGjXC0dHR4p07OzvTqFEjczOv8nTp0iWMRiMNGjSwaLyXlxcASUlJeHh4FFr/22+/MWfOHOzt7Xn11VfLNFYRERERkXuNg4MDPnV9KjqMImVlZZGQkIC3t3exU1al8qjofFlcRF+7do3q1atbfYDq1auTnp5u9XblLb/BQ1Hvhj527BijRo0iIyODcePG0bRp01vub8FTC9RYrJJTgw/bonzZHuXMtihftkX5sj3KWWGujq6VvmmXk5NTpY9R/qei8mVxEZ2dnV1ozrAlnJ2dycnJsXo7a7m7u+Ps7ExSUpJF4/PHeXoWbG6we/duJk+ejNFoZMyYMfTs2dOi/dV1rWtdwHLHGY1GziScwaeuj/5ytAHKl+1RzmyL8mVblC/bo5yJ3L3uqo5ZrVq1IiEhgTNnSp5rkZ6eTnR0NL6+vnh7e5uXr1mzhnHjxpGTk8O0adP0fmgREREREREpwOI70bYgODiYyMhIli5dSlBQEJs2bSImJoaUlBQMBgP+/v4MGDCAmJgYsrOz6d69u3nbr7/+mn/961+4ubkxdepUPvzwQ06ePMnw4cMr8IxERERERESkMrGqiE5NTeXgwYNWHSA1NdWq8bejY8eOPPXUU4SHhxMeHk5AQADBwcEArF+/nujoaCZMmACAn5+f+U7z3r17mTt3Lu7u7vzrX/9i3rx5JCYm3rG4RURERERExDZYVUT//PPP/Pzzz+UVS5nLb+Lg5eVFr169WLlypbmoT09Px87Ojry8PObMmYPJZKJ58+aMHz/eXECfOHGCrVu3AtClSxc1hRAREREREbnHGdLS0kyWDHz88cdLfxCDgX379pV6e0tFREQwduxYunfvTseOHdmwYQOxsbGkpKTg5uaGn58fHTt25JtvviEmJgYPDw9mzZrFkCFDbrnvH3/8EQeH4r9zMFw8iUHduSu1PJOJnOxsHBwdsdMXIpWe8mV7lDPbonzZFuXL9th6zkzO92GqVquiw7hjjEYjZ86coW7dumoEZwMqOl8W34n+6aefyjOOMrFx40YABg4ciK+vL23bti1yXOfOnencuTPZ2dl4enqyf/9+Jk6ciKurK8OGDePUqVMMHz6cQYMGWTwn2nXVn7G7duceXRcRERERKS+X+u/EaO9W0WHcMVlZWQV+lcqtPPJlTTF+VzUWO3DgAN7e3vj6+pY4zt3dnaZNmxIVFUWVKlUAmDZtmvlF3adOnSr3WEVEREREKquc7OxbvvHmbpSQkFDRIYgVyipf9vb2+Pv7Wzy+VEX0iRMncHBwoF69egCEhoayf//+QuM8PT1577337shc4kuXLmE0GmnQoIFF4728vIDr74v28PAwF9AiIiIiIvc6B0dH6ta9v6LDuGOysrJISEjA29tbdYENqOh8WVVEZ2ZmMmPGDLZt20bfvn158803AYiLiyuya7fBYKBZs2a8/PLLZRNtGcov7HNzcys4EhERERGRysXOYLgn5wY7OTndk+dtqyoqX1YV0e+++y7bt2+natWq1KxZs8A6g8HA1KlTzX8+duwYq1atIjQ0lB49epTYlKssuLu74+zsTFJSkkXj88d5enqWyfHTe69XY7FKztYbfNxrlC/bo5zZFuXLtihftsfWc2Zyvq+iQxCptCyubI8ePcr27du5//77+fTTT/Hx8Sk0pkuXLgV+HxMTw5EjR9ixYwedO3cum4hL0KpVKyIjI82d2oqTnp5OdHQ0vr6+eHt7l8mxTTXqY1Gbc6kw/+vid7++YbQBypftUc5si/JlW5Qv26Ocidy97CwduGXLFgwGA5MmTSqygC7Kq6++islkYu/evRYHNGHCBAIDA5k9e3aJ49555x0CAwNZsmSJeVlwcDAAS5cuLTD2ypUrjB8/nsjISADCwsLIzs6me/fuFsclIiIiIiIiYnERffjwYby8vGjRooXFO2/VqhWenp78+uuvFm8zfvx4atSowdq1azly5EiRY3bt2sX27dt55JFHGDBggHl5x44dCQoKIjw8nNDQUEym6/eGk5OTSUpKYvTo0QwdOpRly5YREBBASEiIxXGJiIiIiIiIWFxEJyYm8uCDDxa5Lr9YvZnBYKBBgwakpKRYHFCNGjUYO3YseXl5vP/++4Xe/ZWWlsaHH35IlSpVmDp1Kvb29gXWT5kyhU6dOrFgwQL69evH4sWLiYqKokOHDnh4eHDo0CHy8vJ46qmn1HlPRERERERErGLxnGij0Wh+p/LNQkJCePrpp4tcV61aNXJycqwKqlOnTmzfvp2dO3fy5ZdfMmLECPO6jz76iNTUVCZMmFDkvOcqVaowY8YMunXrxoYNG9i0aRMpKSm4ublRv359Bg8ezNmzZ1m+fDnff/89kydP5pFHHrEqPhEREREREbk3WVxEe3h4cOnSpSLXNW3alKZNmxa5Ljk5uVAnb0uMHz+eX375hbCwMJ577jkaNGjAnj172LZtG+3ataNHjx7msZmZmaxYsYJvv/2W8+fPU7VqVVq2bMmwYcMICAgosN/8Zmfu7u7ExcXxxhtv0KBBA0JCQnj22WcBaNmyJS1atGDnzp3mRmoZGRn06tXL/FovERERERERufdYXER7e3sTHR2NyWQyv2P5VoxGI7/99lup7vTmP9b9zjvvMGvWLObOncusWbNwd3dn0qRJ5nHZ2dmMHDmSo0eP8sILL9CnTx+SkpJYt24dgwYNYv78+TRr1gy43mH8tddew8fHhz59+lC9enXOnTvH+vXrmTRpEq6urrRp08a87/j4eObOnctf//pXgBLPw2g0Wn2OcmflTw24eYqAVE7Kl+1RzmyL8mVblC/bo5zZFuXLtpRHvqzpom9xEf3EE09w9OhRdu7cyTPPPGPRNtu2bSMzM5P27dtbHNCNbnyse8SIEcTHxzNz5swCd7ZXrlzJoUOHmDFjBp06dTIvf+mll+jbty/Tp09n1apVwPWu3AaDgc8//5xatWqZxz766KOMHj2aPXv2FCiiMzMzGTt2rLnrd0nOnz9Pbm5uqc5T7qyEhISKDkGsoHzZHuXMtihftkX5sj3KmW1RvmxLWeXL3t4ef39/i8dbXER37tyZRYsW8fHHH9OsWbMCRWhREhISmD9/Po6OjgWKW2vlP9b966+/8vzzzxcq4L/77jvc3Nxo1aoVaWlp5uUODg60adOGrVu3EhcXh5+fHx988AFpaWl4eHiYx+Xk5JCXlwdcf3/0zQIDAy2Ks06dOqU4O7mTsrKySEhIwNvbW03lbIDyZXuUM9uifNkW5cv2KGe2RfmyLRWdL4uL6Pvvv59u3boRHh7O4MGDGTduXLF3mPfs2cOMGTO4cuUKw4cPx9PTs9QB1qhRg7Zt27J58+Yi7wifOnWKzMxMnnvuuWL3ceHCBfz8/LCzs+PKlSt89dVXHD9+nAsXLnDu3Dlz47OiuozfWHCXxJrb/1Jx7O3tcXJyUr5shPJle5Qz26J82Rbly/YoZ7ZF+bItFZkvi4togLFjx3L27Fl++eUXxo4di4eHBy1btsTLywuTyURycjKHDh0iMTERk8lEhw4d6N+/f3nFDlwvfOvUqcM777xT7Jj8V3OtXbuWWbNmmeNu1qwZAQEBeHl5MXDgwCK3tbOz+C1gUsm5uLhY9ZiGVCzly/YoZ7ZF+bItypftUc5si/JlWyo6X1YV0c7OzsyfP5/FixezcuVKUlJS+O6778yNxvLv5Do5OTF48GAGDRpU9hHfpE6dOiQlJdGiRQscHAqezpEjR7h27RouLi5kZmYyb948fH19Wb58Oa6uruZxhw8fLvc4RURERERExPZZVUTD9bnGw4YNo1+/fkRERHDkyBHi4+MxmUzUrFmThx9+mKCgIKpXr14O4RYWFBTEkiVLWLZsGa+88op5eWJiImPGjMHOzo5NmzaRmZnJtWvX8PHxKVBA5+TksGLFCgA1BhMREREREZESWV1E53N1daVr16507dq1LOOxWv/+/dm9ezcLFy7kt99+o3Xr1ly+fJl169aRnp7Ou+++i4uLCy4uLjz22GMcOHCAqVOn0rx5cy5fvsy3337LqVOnzPOlRURERERERIpT6iK6sqhatSqLFi1i6dKl7Ny5kz179uDm5kbDhg2ZOnUqrVq1Mo+dMWMGn332Gfv27WP79u14enrSpEkTpk6dyqxZszh8+DBXr16latWqFXhGIiIiIiIiUlkZ0tLSCrekFhEREREREZFC1HpaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIqokVEREREREQspCJaRERERERExEIOFR2AiIiIwJQpU9i6dSsAvXr1YuzYsRZtl5iYSEhICOnp6dx3332sXLmSWrVqlWeo5e706dP07NnzluPc3d35z3/+cwciEhER+R/diRYREakE/va3v1GzZk0A1qxZw6FDhyzabubMmaSnpwMwYcIEmy+gAWJiYio6BBERkWLpTrSIiEglcN999zFx4kT+9re/YTKZeP/99/nqq69wdnYudpvNmzcTGRkJwPPPP0+nTp3uVLjlKr+I9vf3Z8mSJcWOMxgMdyokERERM92JFhERqSTat29P165dgeuPNC9atKjYscnJyXz88ccAeHt7W/z4ty2Ijo4G4KGHHqJq1arF/lelSpUKjlRERO5FKqJFREQqkTFjxpgfyf7qq6/MBeXNPvjgAy5fvozBYOAf//gHrq6udzLMcvXbb78B0LRp0wqOREREpDA9zi0iIlKJuLm58c477zB69Ghyc3N57733WL58OQ4O//uRvW3bNn744QcAQkJCaN26daH9HDt2jNWrV/PLL7+QkpKCs7Mz9erV45lnnuGll17CxcWl2Bji4uJYv349Bw8e5MKFC2RkZFCtWjVq165NYGAgvXv3xsvLq9B2gYGBAMydO5erV6+ycOFCzp07h7u7O+3bt2fixIm3PP+zZ89y5coV4PqdaBERkcpGRbSIiEgl065dO1588UXCw8M5fvw4X331FQMGDAAgLS2Nf/7zn8D1OcMjRowosK3JZGL+/PmsWLECk8lkXp6VlUVUVBRRUVGsXbuWjz/+mHr16hU69uLFi1m0aBF5eXkFll++fJnLly8TGxvLxo0b+fTTT2nUqFGR8f/www+sW7fOfPzk5GSL75Tn33l3dnYmLy+P9957j59//tm8j4cffphevXrRpk0bi/YnIiJS1gxpaWmmWw8TERGROyk9PZ2QkBASExOpUqUKq1evxtvbm6lTp7JlyxYcHBwIDQ0tVMh+8cUXfPnllwA89dRT9OvXj/r163P16lUiIyP54osvuHTpEj4+PoSFheHu7m7edseOHea7xa1bt2bAgAH4+flhZ2fH2bNnWbNmDd999x0ALVu2ZMGCBQWOnX8nGqBevXpMnDiRevXqcejQIRo3boyvr+8tz/uTTz4hLCwMe3t7TCZToWI+X/fu3ZkwYQL29vYWfJoiIiJlR0W0iIhIJbV3717eeustAIKCgujduzfDhg0DYPjw4QwaNKjA+LNnz9KrVy9yc3OLfdf0qVOn+Mtf/kJmZiYhISGMGTPGvG7gwIEcO3aM+vXrExYWhpOTU6Ht33rrLfbu3YudnR3ff/99gcfC84tog8HA119/TUBAgNXn/Prrr/Pzzz8DUL9+fYYMGcKjjz6KnZ0dR48eZdGiRRw/fhyAPn36MHr0aKuPISIicjvUWExERKSSatOmDcHBwQDs3LmTSZMmAdCsWTP69+9faPy6devIzc3F2dmZ119/vch91qtXj5deegmA8PBwcnJyAMjLy+PJJ5/khRdeYMiQIUUW0AAtWrQwj798+XKRY+rXr1+qAhquP3bu7OzMo48+yrJly3j22Wfx8vKiZs2adOzYkSVLlpgbjv373//mxIkTpTqOiIhIaWlOtIiISCU2atQofvrpJxISEkhOTqZq1apMmzatyMeYDx48CFwvYgGuXr1a5D7zG3ZlZGRw/PhxGjdujJ2dHUOGDCk2DpPJxOnTpzl16pR5WW5ubpFjGzZsaNnJFWHRokWYTCZyc3MLNFPL5+Liwrhx4xg4cCAmk4nw8HBGjRpV6uOJiIhYS0W0iIhIJebq6srIkSOZPHkyAIMGDSp2bvHZs2cBiImJ4emnn7Zo//Hx8TRu3LjAsrS0NPbv38/Jkyc5e/Ys586d4+TJk2RkZBQYd2PjshtVr17domMXx2AwFFlA52vatCm1atUiKSmJqKio2zqWiIiItVREi4iIVHKenp5F/v5mNxe5lrhxm8zMTObNm8f69evNj3nnc3R05NFHH6Vq1ars3bu3xH0W9yh4WfLx8SEpKYmLFy+W+7FERERupCJaRETkLuHi4kJGRgbPPvss06dPt3r7yZMnExERAUCjRo1o27YtAQEB+Pn5Ub9+fRwdHVm9evUti+g7ITs7G4AqVapUcCQiInKvUREtIiJyl/Dx8eHEiRNcuHChxHEmkwmDwVBg2ZEjR8wFdHGdveH6o97lZc+ePXzwwQekpaUxc+ZM2rdvX+S43NxcTp8+DVDku65FRETKk7pzi4iI3CXyO2dHR0eTkJBQ7LiFCxcSFBREv379zPOojxw5Yl7fo0ePYrfNf/0UFD8nurRq165NYmIiWVlZ/Pjjj8WOi4iIMDdNa9OmTZnGICIicisqokVERO4S3bt3B67fqf3ggw8KzWsGOHnyJKtWrSI9PZ3s7Gxzk7Ibu32fPHmyyP2vWbOGw4cPm/+c/0h1WQkICODBBx8EYOPGjcTGxhYak5yczMcffwxcv/P+7LPPlmkMIiIit6IiWkRE5C7RsGFDXn75ZQAiIyMZNmwYP/74IxcvXuTcuXNs2LCBESNGkJGRgcFgYMyYMebHuh9//HHz7+fMmcPWrVvNr9X6+eefmTRpErNmzSpwvOJeoXU7/va3v2Fvb09OTg4jRoxgzZo1nD17luTkZLZu3crgwYNJSEjAwcGByZMn4+zsXOYxiIiIlERzokVERO4io0aNIicnh3Xr1nH06NEi36Hs5OTE+PHjeeKJJ8zL/P39GThwIKGhoaSmpjJlypRC2zk7O9O3b19CQ0MBOH36NE2bNi3T+Fu0aMHUqVN5//33uXLlSqHCHaBatWr84x//IDAwsEyPLSIiYgkV0SIiIncRBwcHJkyYwAsvvMDatWs5dOgQqampwPXHnwMDA+nduzcPPPBAoW2HDx9O48aNWbt2LTExMWRkZODi4kKdOnVo3bo1vXr1wtfXl2+//ZYLFy6wc+dOunTpUubn0LlzZx5++GH+/e9/89NPP3HhwgXs7Ozw8fGhXbt29O7dG29v7zI/roiIiCUMaWlpZdsVREREREREROQupTnRIiIiIiIiIhZSES0iIiIiIiJiIRXRIiIiIiIiIhZSES0iIiIiIiJiIRXRIiIiIiIiIhZSES0iIiIiIiJiobv2PdGRkZFs2rSJmJgYUlNTqV69OgEBAQQHB9OhQwfs7e1L3P7TTz9l2bJlzJ8/n8DAwDsUtYiIiIiIiFRmd10RnZGRwXvvvcfOnTtp0KABwcHB1KxZk+TkZCIiIpgwYQKtW7fm/fffp0aNGkXu4+DBg4SFhd3hyEVERERERKSyM6SlpZkqOoiyNH78eHbt2sXrr79O//79MRgMBdavWbOGjz76iMaNG7No0SIcHAp+j3DlyhX69etHamoqWVlZuhN9FzEajZw/f546derg4uJS0eHILShftkc5sy3Kl21RvmyPcmZblC/bUtH5uqvuREdERLBr1y66d+/OgAEDihzTs2dPzp8/z4oVK1i9ejV9+/YtsP7DDz8kLy+PHj168O9//9viY59OvUreXfV1xN0nz2Qip4on59Nzscu4WtHhyC0oX7ZHObMtypdtUb5sj3JmW5Sv8ufq7EBNV6cy219ubm6Z7ctad1URvXHjRgAGDhxY4rgBAwawcuVKwsPDCxTRW7Zs4T//+Q+ffPIJhw4dsurY/Zcf4eK1HGtDFhERERERuettHNqiTIvoinRXFdEHDhzA29sbX1/fEse5u7vTpEkToqKiSE1NxcPDg3PnzjF79mxCQkIIDAy0uogWERERERGRouWZTBiNxjLZV1ZWVoFfy4I1j4VbXUT/8ccf7Nixg5SUFGrXrs1zzz1H7dq1rd1Nmbt06RJGo5EGDRpYNN7LywuApKQk3N3dmTJlCt7e3rz++uvlGaaIiIiIiMg9Jyc7hzNnzpfpPhMSEspkP/b29vj7+1s83qoieunSpSxcuBCT6X+Tf7/88kvGjRvHiy++aM2uKlx+w7Hc3FxCQ0OJjo4mNDQUJ6e74xEDERERERGRysLB0YE6deuWyb6ysrJISEjA29u7Quo3i4vo/fv3s2DBAgAaNmxI3bp1OXHiBHFxccycOZOGDRvSqFGjcgv0Vtzd3XF2diYpKcmi8fnjjEYjixcvpl+/fnh5eZGWlmZeDtdfmZWWlsZ9992HnZ1dsftb3r+ZGotVcnkmEznZOTg4OmB3U9d2qXyUL9ujnNkW5cu2KF+2RzmzLcpX+XN1dsDFpWwLXicnp8rdnXvDhg0YDAbefvttevbsaV6+cOFClixZwrp165g4cWK5BGmpVq1aERkZyZkzZ6hbwrcc6enpREdH4+vry4EDB8jNzWX58uUsX7680Njx48cD18+/Tp06xe7zAY+qt38CUq6MRiNnzpynTt26enWBDVC+bI9yZluUL9uifNke5cy2KF9iDYuL6GPHjlG/fv0CBTTA0KFD2bhxI0ePHi3z4KwVHBxMZGQkS5cu5e9//7t5+ZUrV3j//fcJDg6mXbt2hIWFkZ2dTffu3Xn22Wdp3rx5oX1t3ryZrVu3MnLkSBo1aoSnp+cdPBMRERERERGpjCwuolNTU2nbtm2h5QaDgUaNGnH48OEyDaw0OnbsSFBQEOHh4eTm5nL16lViY2NJTk4GYNeuXfj5+XH69GkCAgIICQnBxcUFX19f0tPTCQ0N5fvvvycxMRFnZ2cA/P39CQwMrMjTEhERERERkUqi+Em+N8nOzjYXljdzc3Pj2rVrZRbU7Xj77bfx8vJiy5Yt/Pjjj/j6+tK5c2cee+wx7O3tiYuLIy8vj8DAQPMk9OzsbEaNGsXXX39Nq1atGD16tLl79xdffFGgkZqIiIiIiIjcuyy+E52Xl1fsOoPBUGkKzdmzZ5OYmEi3bt1IT08nNjaWI0eO4ObmRvPmzalRowY7duxg5cqV7Nu3j8mTJ3PixAmOHDnCG2+8Qf/+/QFITk7m+PHjREdHs2/fPtq0aVPicbPPnIESPiOpeHYmE76AXXw82WoYUekpX7ZHObMtypdtUb5sj3JmW2wtX3aurthrummFsfo90ZVZREQEu3btonv37kyaNKnYcfPmzWPFihVUq1YNDw8Pjhw5QoMGDfjzn/9sHjN06FCaNGnC3/72N2JiYm5ZRKcMeZW8/+vsLSIiIiIiUl5qrV6lIroC3VVF9MaNGwEYOHBgieMGDBjAypUruXbtGr6+vvTr149+/foVGhcbGwtA7dq1yzxWERERERGR0jCZTOZX8t6LsrKyCvxaFqzpym5VEW00GomPjy+0PH8+dEJCQrGPdfv4+FhzqFI5cOAA3t7e+Pr6ljjO3d2dJk2aEBUVRWpqKh4eHuZ1mZmZXLhwge+//54lS5bQpEkTgoKCyjt0ERERERERi+RkZ3PuzJmKDqPCJSQklMl+7O3t8ff3t3i8VUV0REQEERERxa7v3r17kcsNBgN79+615lBWu3TpEkajkQYNGlg0Pr9xWFJSUoEies2aNcydOxeAGjVqMGHCBHMDMhERERERkYrm4OhI3Ttwk7KyysrKIiEhAW9v7wqp1awqokvbPKyyNB27keH/Ggbk5uYWWP7oo48ye/Zs4uPjCQsLY8iQIcyYMYMOHTpURJgiIiIiIiIFGAwGqx4/vls5OTlVyOdgcRG9YcOGcgzj9rm7u+Ps7ExSUpJF4/PHed40If/hhx82/75Dhw706dOH2bNn37KI9vxykbpzV3Imk4mc7GwcHB3NX6JI5aV82R7lzLYoX7ZF+bI9ypltsbV82bm6VnQI9zSLi2hbaK7VqlUrIiMjOXPmDHXr1i12XHp6OtHR0fj6+uLt7V3sOB8fH1q0aMHu3btJSUkpVHDfyLGE40nlYDQaOXfmDHV9fPTNnQ1QvmyPcmZblC/bonzZHuXMtihfYo27qjt3cHAwkZGRLF26lKCgIDZt2kRMTAwpKSkYDAb8/f0ZMGAAMTExZGdnm+dwv/nmm5w+fZq2bdsSGRlJUlISrq6utGjRwryts7NzBZ+diIiIiIiIVLRSFdG5ubns3r2bffv2ERcXx8WLF7Gzs8Pd3Z2GDRvStm1bnnjiibKO9ZY6duzIU089RXh4OOHh4QQEBBAcHAzA+vXriY6OZsKECQD4+fkREhICXG8ytm/fPtauXUtwcDBNmjTh/PnzrF69GqPRyEMPPYSrHpkQERERERG551ldRO/du5c5c+Zw7tw5oHDTsEOHDrF69Wrq1avHhAkTeOyxx8om0lLIn8/g5eVFr169WLlyJampqcD1R7rt7OyA6124Aezs7HD8v3kQmZmZ5qZjDg531Q17ERERERERKSVDWlqaxa2zv/vuO6ZOnUpubi41atSgbdu2+Pv74+bmRnZ2NpcuXSI2NpYDBw6QkZGBg4PDHe1sHRERwdixY+nevTsdO3Zkw4YNxMbGkpKSgpubG35+fnTs2JFvvvmGmJgYPDw8mD17NvPnz+fo0aN069aNPXv2cPHiRTw9PWnXrh2HDh3i/Pnz7N69u8Rjn0k/Q55JjcUqM5PJRE5ODg4ODjbRMOJep3zZHuXMtihftkX5sj3KWdlydXTF06X4/kS3y2g0mvsqaU505VfR+bL4Fmt8fDzTp08nNzeXfv368dprrxX7Tq6MjAyWLl1KWFgY06ZNY+3atea7veVp48aNAAwcOBBfX1/atm1b5LjOnTvTuXNnsrOz8fDwYPr06aSmptKwYcMC40wmE127djXfsS7J8B+Gk5aVdtvnICIiIiIiBX31zFflWkSLWMPiInrdunUYjUYGDx7MsGHDShxbrVo1Xn/9dapUqcLChQtZv349gwcPvu1gb+XAgQN4e3vj6+tb4jh3d3eaNm1KVFQUVapUwcPDg5o1axYat2XLFpKTk2nXrl15hSwiIiIiIrdgMpkwGo3ltv+srKwCv0rlVh75suaOtsVF9P79+3F3d7eqGO7Xrx9hYWHs3bu33IvoS5cuYTQaadCggUXjvby8gOvvi/bw8Ci0/rfffmPOnDnY29vz6quvlmmsIiIiIiJiuZycHM4knCn34yQkJJT7MaTslFW+7O3t8ff3t3i8xUX0uXPnaNSoEY6Ojhbv3NnZmUaNGhEXF2fxNndK/tyU/OZhNzp27BijRo0iIyODcePG0bRp0zsdnoiIiIiI/B8HBwd86vqU2/6zsrJISEjA29u72CmrUnlUdL4sLqKvXbtG9erVrT5A9erVSU9Pt3o7a7m7u+Ps7ExSUpJF4/PHeXoWnFuxe/duJk+ejNFoZMyYMfTs2dOi/S14aoEai1VyavBhW5Qv26Oc2Rbly7YoX7ZHOStbro6ud6SBlJOTkxqL2ZCKypfFRXR2djb29vZWH8DZ2ZmcnByrtyuNVq1aERkZae7UVpz09HSio6Px9fXF29vbvHzNmjV89NFH2NnZMW3aNLp06WLxseu6Fn88qRyMRiNnEs7gU9dHfznaAOXL9ihntkX5si3Kl+1RzkTuXrduO21DgoODAVi6dGmB5VeuXGH8+PFERkYCEBYWRnZ2Nt27dzeP+frrr5k1axZVq1Zl3rx5VhXQIiIiIiIicm+w+E60LejYsSNBQUGEh4eTm5vL1atXiY2NJTk5GYBdu3bh5+fH6dOnCQgIICQkBIC9e/cyd+5c3N3dWbBgAd7e3nTr1o2uXbsyfPjwijwlERERERERqUSsKqJTU1M5ePCgVQdITU21avztevvtt4mKimLLli04OTnRrFkzWrZsSWJiIv/973/NTc4CAwNxcnIiLy+POXPmYDKZaN++PceOHWPixIkkJiZy4sQJtm7dCkCXLl00n0VEREREROQeZ0hLSzNZMvDxxx+/rSJy3759pd7WGuPHj2fXrl1069aN9PR0YmNjSUlJwc3NDT8/P2rUqMGOHTswmUzUr1+fSZMmMWTIkFvu98cff8TBofjvHAwXT2JQY7FKLc9kIic7GwdHR+z0hUilp3zZHuXMtihftkX5sj33cs5MzvdhqlarosOwitFoNPdV0hz2yq+i82XVnWiTyaJ6u5A7dQc3IiKCXbt20b17dyZNmlTsuHnz5rFixQqqVauGp6cn+/fvZ+nSpSxcuJBq1arRrVs3vv76awYNGmTx49yuq/6M3bU7e9ddRERERKSyuTJgl80V0SLWsLiI/umnn8ozjjKxceNGAAYOHFjiuAEDBrBy5UquXbuGr68vALGxsXTr1o1hw4Zx6tQpvv766/IOV0RERETkrpNnMmE0Gis6DKtkZWUV+FUqt/LIlzV3tO+qxmIHDhzA29vbXBgXx93dnSZNmhAVFUVqaioeHh5MmzbN/KLuU6dO3YlwRURERETuOjnZ2Zw5c6aiwyiVhISEig5BrFBW+bK3t8ff39/i8aUqok+cOIGDgwP16tUDIDQ0lP379xca5+npyXvvvXdHHue+dOkSRqORBg0aWDTey8sLgKSkJDw8PMwFtIiIiIiIlJ6DoyN1695f0WFYJSsri4SEBLy9vVUX2ICKzpdVRXRmZiYzZsxg27Zt9O3blzfffBOAuLi4Irt2GwwGmjVrxssvv1w20Zah/MI+Nze3giMREREREbl72BkMNtucy8nJyWZjvxdVVL6sKqLfffddtm/fTtWqValZs2aBdQaDgalTp5r/fOzYMVatWkVoaCg9evQosbN1WXB3d8fZ2ZmkpCSLxueP8/T0LJPjp/der+7cldy93CXTFilftkc5sy3Kl21RvmzPvZwzk/N9FR2CSLmyuLI9evQo27dv5/777+fTTz/Fx8en0JguXboU+H1MTAxHjhxhx44ddO7cuWwiLkGrVq2IjIw0tzsvTnp6OtHR0fj6+uLt7V0mxzbVqE/pepfLnfK/Vvj36xtGG6B82R7lzLYoX7ZF+bI9ypnI3cvO0oFbtmzBYDAwadKkIgvoorz66quYTCb27t1rcUATJkwgMDCQ2bNnlzjunXfeITAwkCVLlpiXBQcHA7B06dICY69cucL48eOJjIwEICwsjOzsbLp3725xXCIiIiIiIiIWF9GHDx/Gy8uLFi1aWLzzVq1a4enpya+//mrxNuPHj6dGjRqsXbuWI0eOFDlm165dbN++nUceeYQBAwaYl3fs2JGgoCDCw8MJDQ01v9c6OTmZpKQkRo8ezdChQ1m2bBkBAQGEhIRYHJeIiIiIiIiIxUV0YmIiDz74YJHr8ovVmxkMBho0aEBKSorFAdWoUYOxY8eSl5fH+++/X+jdX2lpaXz44YdUqVKFqVOnYm9vX2D9lClT6NSpEwsWLKBfv34sXryYqKgoOnTogIeHB4cOHSIvL4+nnnpKnfdERERERETEKhbPiTYajVSpUqXIdSEhITz99NNFrqtWrRo5OTlWBdWpUye2b9/Ozp07+fLLLxkxYoR53UcffURqaioTJkwoct5zlSpVmDFjBt26dWPDhg1s2rSJlJQU3NzcqF+/PoMHD+bs2bMsX76c77//nsmTJ/PII49YFZ+IiIiIiIjcmywuoj08PLh06VKR65o2bUrTpk2LXJecnFyok7clxo8fzy+//EJYWBjPPfccDRo0YM+ePWzbto127drRo0cP89jMzExWrFjBt99+y/nz56latSotW7Zk2LBhBAQEFNhvfrMzd3d34uLieOONN2jQoAEhISE8++yzALRs2ZIWLVqwc+dOcyO1jIwMevXqZX6tl4iIiIiIiNx7LC6ivb29iY6OxmQymd+xfCtGo5HffvutVHd68x/rfuedd5g1axZz585l1qxZuLu7M2nSJPO47OxsRo4cydGjR3nhhRfo06cPSUlJrFu3jkGDBjF//nyaNWsGXO8w/tprr+Hj40OfPn2oXr06586dY/369UyaNAlXV1fatGlj3nd8fDxz587lr3/9K0CJ52E0Gq0+R7mz8qcG3DxFQCon5cv2KGe2RfmyLcqX7VHObIvyZVvKI1/WdNG3uIh+4oknOHr0KDt37uSZZ56xaJtt27aRmZlJ+/btLQ7oRjc+1j1ixAji4+OZOXNmgTvbK1eu5NChQ8yYMYNOnTqZl7/00kv07duX6dOns2rVKuB6V26DwcDnn39OrVq1zGMfffRRRo8ezZ49ewoU0ZmZmYwdO9bc9bsk58+fJzc3t1TnKXdWQkJCRYcgVlC+bI9yZluUL9uifNke5cy2KF+2pazyZW9vj7+/v8XjLS6iO3fuzKJFi/j4449p1qxZgSK0KAkJCcyfPx9HR8cCxa218h/r/vXXX3n++ecLFfDfffcdbm5utGrVirS0NPNyBwcH2rRpw9atW4mLi8PPz48PPviAtLQ0PDw8zONycnLIy8sDrr8/+maBgYEWxVmnTp1SnJ3cSVlZWSQkJODt7a2mcjZA+bI9ypltUb5si/Jle5Qz26J82ZaKzpfFRfT9999Pt27dCA8PZ/DgwYwbN67YO8x79uxhxowZXLlyheHDh+Pp6VnqAGvUqEHbtm3ZvHlzkXeET506RWZmJs8991yx+7hw4QJ+fn7Y2dlx5coVvvrqK44fP86FCxc4d+6cufFZUV3Gbyy4S2LN7X+pOPb29jg5OSlfNkL5sj3KmW1RvmyL8mV7lDPbonzZlorMl8VFNMDYsWM5e/Ysv/zyC2PHjsXDw4OWLVvi5eWFyWQiOTmZQ4cOkZiYiMlkokOHDvTv37+8YgeuF7516tThnXfeKXZM/qu51q5dy6xZs8xxN2vWjICAALy8vBg4cGCR29rZWfwWMKnkXFxcrHpMQyqW8mV7lDPbonzZFuXL9ihntkX5si0VnS+rimhnZ2fmz5/P4sWLWblyJSkpKXz33XfmRmP5d3KdnJwYPHgwgwYNKvuIb1KnTh2SkpJo0aIFDg4FT+fIkSNcu3YNFxcXMjMzmTdvHr6+vixfvhxXV1fzuMOHD5d7nCIiIiIiImL7rCqi4fpc42HDhtGvXz8iIiI4cuQI8fHxmEwmatasycMPP0xQUBDVq1cvh3ALCwoKYsmSJSxbtoxXXnnFvDwxMZExY8ZgZ2fHpk2byMzM5Nq1a/j4+BQooHNyclixYgWAGoOJiIiIiIhIiawuovO5urrStWtXunbtWpbxWK1///7s3r2bhQsX8ttvv9G6dWsuX77MunXrSE9P591338XFxQUXFxcee+wxDhw4wNSpU2nevDmXL1/m22+/5dSpU+b50iIiIiIiIiLFKXURXVlUrVqVRYsWsXTpUnbu3MmePXtwc3OjYcOGTJ06lVatWpnHzpgxg88++4x9+/axfft2PD09adKkCVOnTmXWrFkcPnyYq1evUrVq1Qo8IxEREREREamsDGlpaYVbUouIiIiIiIhIIWo9LSIiIiIiImIhFdEiIiIiIiIiFlIRLSIiIiIiImIhFdEiIiIiIiIiFlIRLSIiIiIiImIhFdEiIiIiIiIiFlIRLSIiIiIiImIhFdEiIiIiIiIiFlIRLSIiIiIiImIhFdEiIiIiIiIiFlIRLSIiIiIiImIhFdEiIiIiIiIiFlIRLSIiIiIiImIhFdEiIiIiIiIiFlIRLSIiIiIiImIhFdEiIiIiIiIiFlIRLSIiIiIiImIhFdEiIiIiIiIiFlIRLSIiIiIiImIhFdEiIiIiIiIiFlIRLSIiIiIiImIhh4oOQERERGDKlCls3boVgF69ejF27FiLtktMTCQkJIT09HTuu+8+Vq5cSa1atcoz1Dtm9+7dhIeHExUVRVpaGtWqVaNp06b06NGDDh06VHR4IiJyjzKkpaWZKjoIERGRe93ly5cJCQkhOTkZg8HAwoULad68+S23Gz16NJGRkQDMmDGDTp06lXOk5S87O5spU6awffv2Ysf86U9/YuLEiRgMhjsYmYiIiB7nFhERqRTuu+8+Jk6cCIDJZOL9998nMzOzxG02b95sLqCff/75u6KABpg+fbq5gH7mmWdYunQpW7du5bPPPuORRx4BYMOGDaxevboiwxQRkXuUimgREZFKon379nTt2hWA06dPs2jRomLHJicn8/HHHwPg7e1t8ePfld3+/fvZsmULACEhIcycOZOmTZvi6elJq1atWLhwIY0aNQJg+fLl5ObmVmS4IiJyD1IRLSIiUomMGTPGPKf5q6++Ijo6ushxH3zwAZcvX8ZgMPCPf/wDV1fXOxlmuVm1ahUAdevWZeTIkYXWOzg48PLLLwNw7do1zp49e0fjExER0ZxoERGRSiYyMpLRo0cD0KBBA5YvX46Dw/96gW7bto2///3vAPTp08c89kbHjh1j9erV/PLLL6SkpODs7Ey9evV45plneOmll3BxcSn2+HFxcaxfv56DBw9y4cIFMjIyqFatGrVr1yYwMJDevXvj5eVVaLvAwEAA5s6dy9WrV1m4cCHnzp3D3d2d9u3bmx9XL056ejrPPfccOTk5jBs3jp49exY5Ljc3l7y8PBwdHUvcn4iISHlQd24REZFKpl27drz44ouEh4dz/PhxvvrqKwYMGABAWloa//znPwHw9/dnxIgRBbY1mUzMnz+fFStWYDL973vyrKwsoqKiiIqKYu3atXz88cfUq1ev0LEXL17MokWLyMvLK7D88uXLXL58mdjYWDZu3Minn35qfqz6Zj/88APr1q0zHz85OdmiO+WxsbHk5OQA0Lp16wLrcnJyzF8k2NvbY29vf8v9iYiIlAfdiRYREamE0tPTCQkJITExkSpVqrB69Wq8vb2ZOnUqW7ZswcHBgdDQ0EKF7BdffMGXX34JwFNPPUW/fv2oX78+V69eJTIyki+++IJLly7h4+NDWFgY7u7u5m137NhhvlvcunVrBgwYgJ+fH3Z2dpw9e5Y1a9bw3XffAdCyZUsWLFhQ4Nj5d6IB6tWrx8SJE6lXrx6HDh2icePG+Pr6lnjOq1at4qOPPsLOzo49e/aQmprKsmXLiIiIICkpCUdHRx566CFefvllnnnmmdJ/uCIiIrdBRbSIiEgltXfvXt566y0AgoKC6N27N8OGDQNg+PDhDBo0qMD4s2fP0qtXL3Jzc4t91/SpU6f4y1/+QmZmJiEhIYwZM8a8buDAgRw7doz69esTFhaGk5NToe3feust9u7di52dHd9//32Bx8Lzi2iDwcDXX39NQECAVef72WefsXTpUtzc3Pjwww8ZN24c6enpRY7t1q0bkydPxs5O7V1EROTO0k8eERGRSqpNmzYEBwcDsHPnTiZNmgRAs2bN6N+/f6Hx69atIzc3F2dnZ15//fUi91mvXj1eeuklAMLDw82PT+fl5fHkk0/ywgsvMGTIkCILaIAWLVqYx1++fLnIMfXr17e6gAbIyMgArj96Pm7cOEwmE+PGjePbb79lz549LF68mJYtWwLwzTffmO+4i4iI3EmaEy0iIlKJjRo1ip9++omEhASSk5OpWrUq06ZNK3JO8MGDB4HrRSzA1atXi9znQw89BFwvWo8fP07jxo2xs7NjyJAhxcZhMpk4ffo0p06dMi8r7vVSDRs2tOzkbmI0GgHM78f+4osvaNKkiXn9I488wieffMLIkSP573//S1hYGD169KBmzZqlOp6IiEhpqIgWERGpxFxdXRk5ciSTJ08GYNCgQcXOLc5/3VNMTAxPP/20RfuPj4+ncePGBZalpaWxf/9+Tp48ydmzZzl37hwnT5403ynOd2PjshtVr17domPf7MZHw7t161aggM7n4ODA8OHDGTJkCJmZmezZs4c//elPpTqeiIhIaaiIFhERqeQ8PT2L/P3Nbi5yLXHjNpmZmcybN4/169ebH/PO5+joyKOPPkrVqlXZu3dvifss7lHwW6lWrZr5961atSp23MMPP4yTkxNZWVmcPHmyVMcSEREpLRXRIiIidwkXFxcyMjJ49tlnmT59utXbT548mYiICAAaNWpE27ZtCQgIwM/Pj/r16+Po6Mjq1atvWUSXVp06dcy/L6kQt7Ozw8XFhaysLPOj3yIiIneKimgREZG7hI+PDydOnODChQsljjOZTBgMhgLLjhw5Yi6gi+vsDdcf9S4vN86lPnfuXLHjsrKyzHfQa9WqVW7xiIiIFEXduUVERO4S+Z2zo6OjSUhIKHbcwoULCQoKol+/fuZ51EeOHDGv79GjR7Hb/vzzz+bfFzcnurQaNWpkbhL2n//8p8QY8puaPfLII2Uag4iIyK2oiBYREblLdO/eHbjeNfuDDz4oNK8Z4OTJk6xatYr09HSys7PNTcpu7PZd3DzjNWvWcPjwYfOfs7OzyzJ87O3tzU3Cjh49yoYNGwqNMRqNfPrppwDUrl27xLnTIiIi5UGPc4uIiNwlGjZsyMsvv8zq1auJjIxk2LBhvPLKKzRp0oSrV6/y888/s3DhQjIyMjAYDIwZM8b8WPfjjz+OwWDAZDIxZ84csrOzadGiBfb29pw8eZINGzYUujtc3Cu0bkf//v3Zvn07cXFxzJw5kxMnTtC9e3dq1qxJbGwsn376KcePHwdg/Pjx2NnpfoCIiNxZKqJFRETuIqNGjSInJ4d169Zx9OhRRo0aVWiMk5MT48eP54knnjAv8/f3Z+DAgYSGhpKamsqUKVMKbefs7Ezfvn0JDQ0F4PTp0zRt2rRM43dxceHTTz9lzJgxxMbGsmrVKlatWlVgjL29PWPGjKFt27ZlemwRERFLqIgWERG5izg4ODBhwgReeOEF1q5dy6FDh0hNTQWuNx4LDAykd+/ePPDAA4W2HT58OI0bN2bt2rXExMSQkZGBi4sLderUoXXr1vTq1QtfX1++/fZbLly4wM6dO+nSpUuZn0OtWrUIDQ3lm2++Ydu2bRw/fpxr167h5eVFixYtePnllws0IRMREbmTDGlpaWXbFURERERERETkLqWJRCIiIiIiIiIWUhEtIiIiIiIiYiEV0SIiIiIiIiIWUhEtIiIiIiIiYiEV0SIiIiIiIiIWUhEtIiIiIiIiYqG79j3RkZGRbNq0iZiYGFJTU6levToBAQEEBwfToUMH7O3tS9z+008/ZdmyZcyfP5/AwMA7FLWIiIiIiIhUZnddEZ2RkcF7773Hzp07adCgAcHBwdSsWZPk5GQiIiKYMGECrVu35v3336dGjRpF7uPgwYOEhYXd4chFRERERESksjOkpaWZKjqIsjR+/Hh27drF66+/Tv/+/TEYDAXWr1mzho8++ojGjRuzaNEiHBwKfo9w5coV+vXrR2pqKllZWboTfRcxGo2cP3+eOnXq4OLiUtHhyC0oX7ZHObMtypdtUb5sj3JmW5Qv21LR+bqr5kRHRESwa9cuunfvzoABAwoV0AA9e/akT58+/Prrr6xevbrQ+g8//JC8vDx69OhxJ0KWOyw3N7eiQxArKF+2RzmzLcqXbVG+bI9yZluUL9tSkfm6qx7n3rhxIwADBw4scdyAAQNYuXIl4eHh9O3b17x8y5Yt/Oc//+GTTz7h0KFDVh3baDRaG67cYVlZWQV+lcpN+bI9ypltUb5si/Jle5Qz26J82ZbyyJc1d7TvqiL6wIEDeHt74+vrW+I4d3d3mjRpQlRUFKmpqXh4eHDu3Dlmz55NSEgIgYGBVhfR58+f17dXNiIhIaGiQxArKF+2RzmzLcqXbVG+bI9yZluUL9tSVvmyt7fH39/f4vFWF9F//PEHO3bsICUlhdq1a/Pcc89Ru3Zta3dT5i5duoTRaKRBgwYWjffy8gIgKSkJd3d3pkyZgre3N6+//nqpjl+nTp1SbSd3TlZWFgkJCXh7e+Pk5FTR4cgtKF+2RzmzLcqXbVG+bI9yZluUL9tS0fmyqoheunQpCxcuxGT6Xy+yL7/8knHjxvHiiy+WeXDlKX++dG5uLqGhoURHRxMaGlrqJKgBge1wcnJSvmyI8mV7lDPbonzZFuXL9ihntkX5si0VlS+LG4vt37+fBQsWkJeXx4MPPkhQUBD16tUjKyuLmTNnEhsbW55x3pK7uzvOzs4kJSVZND5/nNFoZPHixfTp0wcvLy/S0tJIS0szz3HOyMggLS2NvLy8cotdREREREREbIPFd6I3bNiAwWDg7bffpmfPnublCxcuZMmSJaxbt46JEyeWS5CWatWqFZGRkZw5c4a6desWOy49PZ3o6Gh8fX05cOAAubm5LF++nOXLlxcaO378eOD6+euRbRERERERkXubxUX0sWPHqF+/foECGmDo0KFs3LiRo0ePlnlw1goODiYyMpKlS5fy97//3bz8ypUrvP/++wQHB9OuXTvCwsLIzs6me/fuPPvsszRv3rzQvjZv3szWrVsZOXIkjRo1wtPT8w6eiYiIiIiIiFRGFhfRqamptG3bttByg8FAo0aNOHz4cJkGVhodO3YkKCiI8PBwcnNzuXr1KrGxsSQnJwOwa9cu/Pz8OH36NAEBAYSEhODi4oKvry/p6emEhoby/fffk5iYiLOzMwD+/v4EBgZW5GmJiIiIiIhIJWHxnOjs7GxzYXkzNzc3rl27VmZB3Y63334bLy8vtmzZwo8//oivry+dO3fmsccew97enri4OPLy8ggMDDQ3EcvOzmbUqFF8/fXXtGrVitGjR5u7d3/xxRcFGqmJiIiIiIjIvcviO9ElNdYyGAyVptCcPXs2iYmJdOvWjfT0dGJjYzly5Ahubm40b96cGjVqsGPHDlauXMm+ffuYPHkyJ06c4MiRI7zxxhv0798fgOTkZI4fP050dDT79u2jTZs2JR43+8wZUPOxSs3OZMIXsIuPJ/v/urNL5aV82R7lzLYoX7ZF+bI9ypltuZ182bm6Yq+pn/cUq98TXZlFRESwa9cuunfvzqRJk4odN2/ePFasWEG1atXw8PDgyJEjNGjQgD//+c/mMUOHDqVJkyb87W9/IyYm5pZFdMqQV8lLSyurUxERERERERtQa/UqFdH3mLuqiN64cSMAAwcOLHHcgAEDWLlyJdeuXcPX15d+/frRr1+/QuPyX9tVu3btMo9VRERERERsn8lkMr8eV+6MrKysAr+WBWveN21VEW00GomPjy+0PH8+dEJCQrGPdfv4+FhzqFI5cOAA3t7e+Pr6ljjO3d2dJk2aEBUVRWpqKh4eHuZ1mZmZXLhwge+//54lS5bQpEkTgoKCyjt0ERERERGxQTnZ2Zw7c6aiw7gnJSQklMl+7O3t8ff3t3i8VUV0REQEERERxa7v3r17kcsNBgN79+615lBWu3TpEkajkQYNGlg0Pr9xWFJSUoEies2aNcydOxeAGjVqMGHCBHMDMhERERERkRs5ODpS9w7cMJT/ycrKIiEhAW9v7wqp1awqokvbPKyyNB27keH/Ggbk5uYWWP7oo48ye/Zs4uPjCQsLY8iQIcyYMYMOHTpURJgiIiIiIlKJGQwGqx4FlrLj5ORUIZ+9xUX0hg0byjGM2+fu7o6zszNJSUkWjc8f53lTE4CHH37Y/PsOHTrQp08fZs+efcsi2vPLRerOXcmZTCZysrNxcHQ0f4kilZfyZXuUM9uifNkW5cv2KGe25XbyZefqWk5RSWVlcRFtC821WrVqRWRkJGfOnKFu3brFjktPTyc6OhpfX1+8vb2LHefj40OLFi3YvXs3KSkphQruGzmWcDypHIxGI+fOnKGuj4++LbQBypftUc5si/JlW5Qv26Oc2RblS6xxV3XnDg4OJjIykqVLlxIUFMSmTZuIiYkhJSUFg8GAv78/AwYMICYmhuzsbPMc7jfffJPTp0/Ttm1bIiMjSUpKwtXVlRYtWpi3dXZ2ruCzExERERERkYpWqiI6NzeX3bt3s2/fPuLi4rh48SJ2dna4u7vTsGFD2rZtyxNPPFHWsd5Sx44deeqppwgPDyc8PJyAgACCg4MBWL9+PdHR0UyYMAEAPz8/QkJCgOtNxvbt28fatWsJDg6mSZMmnD9/ntWrV2M0GnnooYdw1WMaIiIiIiIi9zyri+i9e/cyZ84czp07BxRuGnbo0CFWr15NvXr1mDBhAo899ljZRFoK+fMZvLy86NWrFytXriQ1NRW4/ki3nZ0dcL0LN4CdnR2O/zcPIjMz09x0zMHhrrphLyIiIiIiIqVkSEtLs7h19nfffcfUqVPJzc2lRo0atG3bFn9/f9zc3MjOzubSpUvExsZy4MABMjIycHBwuKOdrSMiIhg7dizdu3enY8eObNiwgdjYWFJSUnBzc8PPz4+OHTvyzTffEBMTg4eHB7Nnz2b+/PkcPXqUbt26sWfPHi5evIinpyft2rXj0KFDnD9/nt27d5d47DPpZ8gzqbFYZWYymcjJycHBwUENPmyA8mV7lDPbonzZFuXL9lTmnLk6uuLpUnyvn3uR0Wg091XSnOjKr6LzZXERHR8fT+/evTEajfTr14/XXnut2HdyZWRksHTpUsLCwqhatSpr16413+0tT2PGjGHPnj2sX78eX1/fYsddunSJzp07U61aNZYvX46zszOpqak0bNiwwDiTyUTXrl3JyMgo8f3YAN22dCMtK60sTkNEREREpNysCFqBj5Pea3yjin7vsFinPPJlTTFu8XPK69atw2g0MnjwYIYNG1bi2GrVqvH6669TpUoVFi5cyPr16xk8eLDFQZXWgQMH8Pb2LrGAhuuvw2ratClRUVFUqVIFDw8PatasWWjcli1bSE5Opl27duUVsoiIiIjIHZWTk8OZhDMVHUallJCQUNEhiBXKKl/29vb4+/tbPN7iInr//v24u7tbVQz369ePsLAw9u7dW+5F9KVLlzAajTRo0MCi8V5eXsD190V7eHgUWv/bb78xZ84c7O3tefXVV8s0VhERERGRiuLg4IBPXd2JvpHuRNuWis6XxUX0uXPnaNSoEY6Ojhbv3NnZmUaNGhEXF1ea2MpV/tyU/OZhNzp27BijRo0iIyODcePG0bRp0zsdnoiIiIhIuTAYDJr3WwwnJyd9NjakovJlcRF97do1qlevbvUBqlevTnp6utXbWcvd3R1nZ2eSkpIsGp8/ztOzYFOF3bt3M3nyZIxGI2PGjKFnz54W7W/BUwvUWKySq8wNPqQw5cv2KGe2RfmyLcqX7anMOXN11KtbRW6HxUV0dnY29vb2Vh/A2dmZnJwcq7crjVatWhEZGWnu1Fac9PR0oqOj8fX1xdvb27x8zZo1fPTRR9jZ2TFt2jS6dOli8bHruhZ/PKkcjEYjZxLO4FPXR98w2gDly/YoZ7ZF+bItypftUc5E7l52FR1AWQoODgZg6dKlBZZfuXKF8ePHExkZCUBYWBjZ2dl0797dPObrr79m1qxZVK1alXnz5llVQIuIiIiIiMi9weI70bagY8eOBAUFER4eTm5uLlevXiU2Npbk5GQAdu3ahZ+fH6dPnyYgIICQkBAA9u7dy9y5c3F3d2fBggV4e3vTrVs3unbtyvDhwyvylERERERERKQSsaqITk1N5eDBg1YdIDU11arxt+vtt98mKiqKLVu24OTkRLNmzWjZsiWJiYn897//NTc5CwwMxMnJiby8PObMmYPJZKJ9+/YcO3aMiRMnkpiYyIkTJ9i6dSsAXbp0qXTzWUREREREROTOMqSlpZksGfj444/fVhG5b9++Um9rjfHjx7Nr1y66detGeno6sbGxpKSk4Obmhp+fHzVq1GDHjh2YTCbq16/PpEmTGDJkyC33++OPP+LgUPx3DoaLJzGosVillmcykZOdjYOjI3b6QqTSU75sj3JmW5Qv26J82R7lzDom5/swVatVYcc3Go3mvkqaw175VXS+rLoTbTJZVG8Xcqfu4EZERLBr1y66d+/OpEmTih03b948VqxYQbVq1fD09GT//v0sXbqUhQsXUq1aNbp168bXX3/NoEGDLH6c23XVn7G7dmfvuouIiIiI3A2uDNhVoUW0iDUsLqJ/+umn8oyjTGzcuBGAgQMHljhuwIABrFy5kmvXruHr6wtAbGws3bp1Y9iwYZw6dYqvv/66vMMVERERERGu37k3Go0VdvysrKwCv0rlVh75suaO9l3VWOzAgQN4e3ubC+PiuLu706RJE6KiokhNTcXDw4Np06bh5OQEwKlTp+5EuCIiIiIiAuRkZ3PmzJmKDoOEhISKDkGsUFb5sre3x9/f3+LxpSqiT5w4gYODA/Xq1QMgNDSU/fv3Fxrn6enJe++9d0ce57506RJGo5EGDRpYNN7LywuApKQkPDw8zAW0iIiIiIjcWQ6OjtSte3+FHT8rK4uEhAS8vb1VF9iAis6XVUV0ZmYmM2bMYNu2bfTt25c333wTgLi4uCK7dhsMBpo1a8bLL79cNtGWofzCPjc3t0z2l957vRqLVXJq8GFblC/bo5zZFuXLtihftkc5s47B+b5K0dDLycmpUsQhlqmofFlVRL/77rts376dqlWrUrNmzQLrDAYDU6dONf/52LFjrFq1itDQUHr06FFiZ+uy4O7ujrOzM0lJSRaNzx/n6elZJsc31ahP6dquyZ3yvy5+9+svRxugfNke5cy2KF+2RfmyPcqZyN3LztKBR48eZfv27dx///2sXLmSvn37FhrTpUsX839jxozh0Ucf5eLFi+zYscPigCZMmEBgYCCzZ88ucdw777xDYGAgS5YsMS9r1aoVCQkJt5xPkZ6eTnR0NL6+vnh7e1scm4iIiIiIiNzbLC6it2zZgsFgYNKkSfj4+Fi0zauvvorJZGLv3r0WBzR+/Hhq1KjB2rVrOXLkSJFjdu3axfbt23nkkUcYMGCAeXlwcDAAS5cuLTD+ypUrjB8/nsjISADCwsLIzs6me/fuFsclIiIiIiIiYnERffjwYby8vGjRooXFO2/VqhWenp78+uuvFm9To0YNxo4dS15eHu+//36htuVpaWl8+OGHVKlShalTp2Jvb29e17FjR4KCgggPDyc0NNT8Xuvk5GSSkpIYPXo0Q4cOZdmyZQQEBBASEmJxXCIiIiIiIiIWF9GJiYk8+OCDRa7LL1ZvZjAYaNCgASkpKVYF1alTJ4KCgoiLi+PLL78ssO6jjz4iNTWVt956i7p16xbadsqUKXTq1IkFCxbQr18/Fi9eTFRUFB06dMDDw4NDhw6Rl5fHU089pc57IiIiIiIiYhWLu30ZjUaqVKlS5LqQkBCefvrpItdVq1aNnJwcqwMbP348v/zyC2FhYTz33HM0aNCAPXv2sG3bNtq1a0ePHj3MYzMzM1mxYgXffvst58+fp2rVqjz66KM4OTmxadMmUlJScHNzo379+nTt2pWIiAhCQ0MJDQ3FxcWFBx98kJCQEJ599tkCMaxdu5b777+fTz/9lIyMDHr16mXuSC4iIiIiIiL3HouLaA8PDy5dulTkuqZNm9K0adMi1yUnJxfq5G2J/Me633nnHWbNmsXcuXOZNWsW7u7uTJo0yTwuOzubkSNHcvToUV544QX69OlDUlIS69at49q1a8yfP59mzZoB15ujvfbaa/j4+BASEkJMTAwBAQFs376dSZMm4erqSps2bWjZsiUtWrTg119/Ze7cufz1r38F4JFHHik2XqPRaPU5yp2VPzXg5ikCUjkpX7ZHObMtypdtUb5sj3JmW5Qv21Ie+bKmi77FRbS3tzfR0dGYTCbzO5ZvxWg08ttvv5VYfJakU6dObN++nZ07dzJixAji4+OZOXNmgaJ85cqVHDp0iBkzZtCpUyfz8pdeeom+ffsyffp0Vq1aBVxvKGYwGPj888+pVauWeeyTTz7J6NGj2bNnD23atDEvz8zMZOzYseaGZSU5f/58mb1zWspXQkJCRYcgVlC+bI9yZluUL9uifNke5cy2KF+2pazyZW9vj7+/v8XjLS6in3jiCY4ePcrOnTt55plnLNpm27ZtZGZm0r59e4sDuln+Y92//vorzz//fKFjf/fdd7i5udGqVSvS0tLMyx0cHGjTpg1bt24lLi4OPz8/PvjgA9LS0vDw8DCPy8nJIS8vD7j+6qubBQYGWhRnnTp1SnF2cidlZWWRkJCAt7e35sPbAOXL9ihntkX5si3Kl+1RzmyL8mVbKjpfFhfRnTt3ZtGiRXz88cc0a9aswJ3coiQkJDB//nwcHR0L3CG2Vo0aNWjbti2bN28u8o7wqVOnyMzM5Lnnnit2HxcuXMDPzw87OzuuXLnCV199xfHjx7lw4QLnzp0zz9kuqkHajQV3Say5/S8Vy8nJSfmyIcqX7VHObIvyZVuUL9ujnNkW5cu2VFS+LC6i77//frp160Z4eDiDBw9m3Lhxxd5h3rNnDzNmzODKlSsMHz4cT0/PMgv4ZiaTiTp16vDOO+8UOya/q/jatWuZNWsWHh4etGzZkmbNmhEQEICXlxcDBw4scls7O4sbmIsNuPGVaFL5KV+2RzmzLcqXbVG+bI9yZluUL9tSkfmyuIgGGDt2LGfPnuWXX35h7Nix5mLUy8sLk8lEcnIyhw4dIjExEZPJRIcOHejfv395xQ5cf4w6KSmJFi1a4OBQ8HSOHDnCtWvXcHFxITMzk3nz5uHr68vy5ctxdXU1jzt8+HC5xiiVg4uLi1VzHaRiKV+2RzmzLcqXbVG+bI9yZluUL9tS0fmyqoh2dnZm/vz5LF68mJUrV5KSksJ3331nbjSW/zi0k5MTgwcPZtCgQWUf8U2CgoJYsmQJy5Yt45VXXjEvT0xMZMyYMdjZ2bFp0yYyMzO5du0aPj4+BQronJwcVqxYAaDGYCIiIiIiIlIiq4pouN6wa9iwYfTr14+IiAiOHDlCfHw8JpOJmjVr8vDDDxMUFET16tXLIdzC+vfvz+7du1m4cCG//fYbrVu35vLly6xbt4709HTeffddXFxccHFx4bHHHuPAgQNMnTqV5s2bc/nyZb799ltOnTplni8tIiIiIiIiUhyri+h8rq6udO3ala5du5ZlPFarWrUqixYtYunSpezcuZM9e/bg5uZGw4YNmTp1Kq1atTKPnTFjBp999hn79u1j+/bteHp60qRJE6ZOncqsWbM4fPgwV69epWrVqhV4RiIiIiIiIlJZGdLS0gq3pBYRERERERGRQtR6WkRERERERMRCKqJFRERERERELFTqOdF3i7S0NBYtWsTu3bu5ePEidevWJSQkhODg4Ftum5uby6pVq9iwYQMXLlzAw8ODzp07M3jw4EIv/b6d48j/3M7nmL/tnj17SEpKwtXVlRYtWjBs2DDq169fYOy7777LN998U+R+/vGPf9CtW7cyOZ+73e3k65tvvuHdd98tcl3Xrl2ZMmVKmRxHCirtZ9m9e3cuXLhQ4pgNGzZQp04dQNdYWYuKiuLVV19l7ty5BAYGWrTNN998w7///W9Onz5NtWrV6NixI6+99hr33XdfgXFGo5Fly5axbds2kpKS8Pb25k9/+hN9+vTRO1VLydp8GY1GQkND2b59O/Hx8bi4uPDwww/zyiuv0KxZswJjFy1axKJFi4rcz5AhQxg6dGiZnMO9xtqcHTx4kNdee63IdS1atODzzz83/1nXWNmzJl+vvfYaBw8eLHHMggULaNmyJaBrrCwdP36cL7/8koMHD5Kenk7NmjXp0KEDQ4cOxc3NrcRtK7oOu6eL6GvXrjFy5EhOnDhBz5498fPzY/v27bz//vukpKTc8hVds2bNYv369QQFBdG7d29iY2NZtmwZMTExzJ071/zqr9s9jlx3O59jZmYmw4cPJy4ujm7dutGkSRPOnz/P2rVr2bdvH4sWLeLBBx80j//999/x9fUt8i/Cm//BIkW73f/vf//9dwAmT56Mo6NjgXW+vr5ldhz5n9v5LEePHs21a9cKLY+JiWHlypU8/PDDeHl5mZfrGis7p0+fZty4cVa9pnHp0qV89tlntG7dmpEjR3L+/HlWr17N4cOHWbx4sfkfIHl5eUyYMIG9e/fy4osv8tBDD/HTTz8xb948Tp8+zTvvvFNep3XXsjZfJpOJsWPH8tNPP/Hss8/Sp08fLl68yNq1axk2bBgff/wxTzzxhHn877//TrVq1Rg3blyhfTVo0KDMzuNeUpprLP9n2BtvvEGtWrUKrPPw8DD/XtdY2bM2X4MGDaJ79+6FlsfHx7NgwQJ8fX1p2LChebmusbJx6tQpXnnlFRwcHHjppZfw8fHh6NGj/L//9//4+eefWbJkSYnNniu6Druni+jVq1cTGxvLu+++S5cuXQD405/+xFtvvcWXX37JCy+8gLe3d5HbRkVFsX79ev70pz8V+AvO29ubhQsXsn37dp599tnbPo78z+18jl9//TUnTpxg0qRJBf6i7NSpE4MGDWLevHl88sknwPV3h588eZKOHTvy/PPPl/+J3aVu9//733//nVq1at3yW0JdX2Xndj7Lp59+utCyq1ev8uWXX1K9enVmzpyJg8P1Hzm6xsrOrl27mD59OpcvX7Z4m4SEBBYtWkSbNm34+OOPsbO7PrOrYcOGTJkyhdWrV9O/f38AduzYwY8//sjw4cPN/9D485//zPvvv8+GDRsIDg7m4YcfLvsTu0uVJl/btm3jp59+YvDgwQXubAYHB9OnTx/mzJnDmjVrzMt///13AgICdG2VkdLkDOC3337D3t6e3r174+zsXOw4XWNlqzT5evzxxwsty83N5bXXXsPZ2ZkPP/ywwF1RXWNlY86cOeTk5LB06VLzE6E9evSgcePGfPTRR6xevZqBAwcWuW1lqMPu6TnRW7ZsoWbNmnTu3Nm8zM7Ojr/85S9kZ2fz7bffFrvt5s2bAejbt2+B5X379sXR0bHAY4q3cxz5n9v5HPft24ejo2OhR0QbN26Mv78/hw4dMi87deoUWVlZBAQElPk53Etu9//748eP4+/vX+7Hkf8p68/y888/58yZM4waNarADyhdY2Vj9OjRjB8/Hk9PT5577jmLt9u2bRvZ2dmEhISYC2iALl264OXlVeDn1+bNm3FwcODll18usI/8Iru4R/KlsNLma9++fcD1wupG3t7etGjRgtOnT5OcnAxc/+Lq/PnzurbKSGlzBtd/hvn6+pZYQIOusbJ0O/m6Wf6TOQMHDixwF1rXWNnIzMzkl19+oXnz5oWmVL7wwgsAJT5iXxnqsHu2iE5PTycuLo6mTZuab/fne+ihhwD49ddfi90+KioKV1dX/Pz8CiyvUqUK/v7+5m1v9zhy3e1+jtOnTyc0NLTQ3CKTycTFixcL/EMy/xGs/L8gjUajVY9wye3nKykpibS0NHMOsrOzycrKKvPjyP+U9Wd56tQp1qxZQ/Pmzc0/EPPpGisbcXFxjBgxgrCwMB544AGLt4uKigIodHfLYDDQtGlT4uLiSE9PN4+tX78+1apVKzD2gQce4L777tP1ZYXS5mvUqFEsX768wHSIfKmpqQDmn23Hjx/HZDKZv4DMzMwkJyenDKK/N5U2Z7m5ufzxxx/mv+Nyc3MxGo1FjtU1VnZKm6+bpaWl8eWXX1K3bl3++te/Flina6xsODo6smrVKiZMmFBo3c1/rxWlMtRh9+zj3ImJiZhMpiJv37u6ulKtWjXOnz9f4vbF3fr38vIiNjaW9PT02z6OXHe7n2PNmjWpWbNmoeVbtmwhOTmZdu3amZfl/wM/MjKS2bNnEx8fj6OjI23atGHUqFHcf//9ZXBGd7fbzVd+Ds6fP0///v35/fffycvLo0mTJowYMcLcJETXV9kp68/yiy++ICcnhzfeeKPQOl1jZWPVqlU4OTlZvV1iYiJVq1YtsmlLfqF2/vx5HnjgAS5fvlzsHHUvLy9dX1Yobb6qV69O9erVCy0/ePAgUVFR+Pv7U6NGDeD6I8QA0dHRvPzyy5w6dQo7OzuaN2/OW2+9RePGjW/rHO41pc3Z6dOnyczMJCMjg6FDhxIVFUVOTg7169dnyJAh5sdMjUajrrEyVNp83WzFihVcuXKF8ePHF9qfrrGyYWdnV6C/zY2WL18OYG7kVpTKUIfd03eigWInrDs7OxfZJOfG7atUqVLkuvyGLNeuXbvt48h15fE5/vbbb8yZMwd7e3teffVV8/Ljx48DcPToUV555RU+/PBDevfuzd69exk8eDDnzp0r5VncO243X/lF1pEjR3j22WeZNWsWI0eOJD4+njfffJNdu3aVyXHkf8rys4yPj2fnzp20bNmyyH8c6horG6X9x6IlP7+MRuMt/59wcXHR9WWFsvjHfb6EhATzGwpunCedf20dPnyYXr16MXv2bF555RViYmJ49dVXzU8hiGVKm7P8PERFRdGqVSs+/PBDxo4dS3Z2NpMmTWLVqlXArf/e1TVmnbK4xq5du8aGDRuoW7cuzzzzTKH1usbK1zfffEN4eDje3t6FprDcqDLUYffsnWhL3PiI781MJtMt19382EBpjiOWs+ZzPHbsGKNGjSIjI4Nx48bRtGlT87rOnTvz0EMPMXDgQPNfyB07duSRRx5h/PjxfPrpp8yYMaPM47/XlJSvRx55hEGDBhEcHGz+prJ9+/Y888wz9OnTh9mzZ/PUU0/d9nHEOpZ+luvWrSM3N7fQY3D5dI1VLEt/fpU0Ln+srq8779y5c7zxxhskJCTwl7/8pUBTv7Zt23LffffRr18/3N3dAXjqqado27Ytr7zyCh999BGhoaEVFPm944EHHmDIkCE8+eSTBf598fzzzxMSEsL8+fPp3LmzrrFK6Ntvv+Xy5cu89tprRT5OrGus/GzatImZM2dSpUoVPvzww0JTHG5UGeqwe7aIzv9Gorg5Kkaj0fw+0+K2L2lbADc3t9s+jlxXlp/j7t27mTx5MkajkTFjxtCzZ88C62+ev5mvY8eOeHt7m5u8SPFuN18tWrSgRYsWhZbXrl2bDh06sHXrVk6cOKHrqwyV5We5Y8cOatSoUWTHU9A1VtGqVatmnnN2M2t/frm6upZPkFKkqKgo3n77bVJTU+nbty9vvvlmgfVPPfVUkV8wNm3alEceeYRDhw5x5cqVW75/VW5Po0aNaNSoUaHlrq6uvPjiiyxevJhDhw7RunVrQNdYZbJz504cHBzo1KlTket1jZWPL774gi+//JJq1arxz3/+s8CXT0WpDHXYPfv1Vu3atTEYDCQmJhZal56eztWrV4ts4pGvTp06RW4L15/Tr169Os7Ozrd9HLmurD7HNWvWMG7cOHJycpg2bRohISFWxeHh4aFHqyxQnv/fe3p6ApCRkaHrqwyV1Wf5xx9/cObMGYKCgkpsClIcXWPlr06dOmRkZJCRkVFoXWJiInZ2dtSqVYtq1apRvXr1En/W6fVxd87333/P8OHDuXjxIm+88QajRo2yavv8dxNfvXq1HKITS92YB11jlcuVK1f473//S2BgYJF9CG5F15j1cnJymDp1Kl9++SW1atVi4cKFPPbYY7fcrjLUYfdsEV2tWjX8/Pw4duxYoXX58xmKa/QA17uaXr58mbNnzxZYfvXqVf744w/ztrd7HLmuLD7Hr7/+mlmzZlG1alXmzZtnflfcjVJSUujTp0+R3QJzcnI4c+ZMsY0Q5H9uN19jxozhpZdeKrIj98mTJwGoW7eurq8yVFafZf4rKdq0aVPkel1jFa+4jqQmk4ljx47h7+9vfozuoYce4o8//ij0Lf6pU6e4cuWKrq87ZMeOHUycOBGTycT7779vfv3RjfLy8ujfvz+vvPJKkfs4efIkVapUMX8RKeVn5syZBAcHk5CQUGhd/s+w/AaKusYqjyNHjpCTk1Pszy9dY2UrNzeXSZMmsWXLFgICAliyZEmB14mVpDLUYfdsEQ3X56YkJCSwbds287K8vDy++uornJycSnzHXH4BFhYWVmD5ypUrycnJoWvXrmVyHPmf2/kc9+7dy9y5c3F3d2fhwoXFdvzz8PAgKyuLH374wdyBMd/SpUtJT0/nxRdfLJsTusvdTr48PT05c+YMGzduLLD8v//9Lz/++CNPPPGEudu6rq+yUxafZXR0NECxj2LpGqt4nTp1wsHBga+++qrAvLKtW7eSlJREt27dzMu6dOlCVlYW//73vwvsI7976o1jpXz8/vvvTJ06FQcHBz7++GNzZ+eb2dnZcd9993H06FH27NlTYN3mzZs5efIkXbp0wcHhnp3Jd8d4e3sTHx9vbiCWLy4ujvDwcOrXr88jjzwC6BqrTG7180vXWNn6/PPP2bVrFw899BBffPGFVU9dVIY67J7OckhICFu3buXdd98lNjaWBx54gP/85z/8/PPPvPnmm+Z/pP/+++8cP36cBg0a8OCDDwLXv7Xo1q0b69ev5/LlyzzxxBP8+uuvbNy4kfbt2xdo9GHpcaRkpc1XXl4ec+bMwWQy0b59e37//Xdz9+cbdenSBYPBwPjx4xk9ejTDhw+nZ8+e1KpVi59//pldu3bRsmXLQi92l6LdzvU1dOhQ9u7dyz//+U9+++03mjRpwh9//MH69eupVatWgbuYur7Kzu3kLN+pU6dwcnIq9nPXNXZnnTt3jiNHjuDr62v+tr127doMGjSIRYsWMXLkSDp16sTp06dZtWoVTZs2pUePHubtn3vuOTZu3MiCBQu4cOECTZs2Ze/evezcuZNevXoVOe9TSq+ofP3rX/8iMzOTdu3akZyczNatWwtt16FDB6pWrcro0aN59dVXmThxIn/+85+pV68ev/76K5s3byYgIIDXX3/9Tp/SXa+onPXp04ft27ezYsUK4uPjadmyJRcuXGDt2rU4OjoydepUc9MjXWN3VlH5ynfq1Cng+t+RxdE1VjbOnTvHihUrMBgMPP3004W+lACoUaMGTzzxRKWtwwxpaWkltwa8y128eJHPPvuM3bt3k5GRQb169ejbt2+Bxjf5k92HDBnC0KFDzctzcnJYvnw54eHhJCYm4uXlRZcuXRgwYIC5vbo1x5FbK02+Tp48Se/evW+57x9//NH87eGxY8fMjT+MRiO+vr506dKFv/zlL2X6mpK73e1cX8nJySxatIg9e/aQmpqKp6cn7dq149VXXy30F56ur7JzOzkDeOmll8jIyODbb78t8Ti6xspWfk7mz59vfo86XH9dyLvvvkvXrl3Nr0TKt3btWlavXs3Zs2fx8PDgqaeeYtiwYdx3330Fxl27do1Fixbx3XffkZaWRp06dfjzn/9M79691Tm4lCzNl9FopEOHDrfs4rx27Vrq1q0LXH9H8RdffMHPP//MlStX8PLyIigoiMGDB6tJ1W2w9hpLT09nyZIl7Nixg8TERO677z5at27N0KFDeeCBBwrsW9dY2SvN34kjR47kp59+Yvfu3Tg7Oxe7b11jt2/NmjXMmjWrxDGPPvooixYtqrR12D1fRIuIiIiIiIhYSl9viYiIiIiIiFhIRbSIiIiIiIiIhVREi4iIiIiIiFhIRbSIiIiIiIiIhVREi4iIiIiIiFhIRbSIiIiIiIiIhVREi4iIiIiIiFhIRbSIiIiIiIiIhRwqOgARERG5O+Tl5WFnp+/nRUSkbEVFRfHqq68yd+5cAgMDrd7+m2++4d133y1xTNeuXZkyZYpF+1MRLSIiUoFMJhP//e9/2bx5MzExMSQkJJCVlUWtWrV4+OGHef7552nbtm1Fh3lLBw8eZO7cuSxbtqyiQxERkbvI6dOnGTduHLm5uaXex2OPPca0adOKXPf5558THx9Px44dLd6fimgREZEKkpyczD/+8Q8OHDgAQP369WnRogV5eXmcOXOGbdu2sW3bNh5//HGmTZuGh4dHBUdctISEBF577TXs7e0rOhQREbmL7Nq1i+nTp3P58uXb2o+vry++vr6Flq9du5YLFy4wYMAAnnrqKYv3pyJaRESkAiQnJ9O/f3+Sk5Np2bIlb7/9NgEBAQXGHDt2jDlz5vDTTz/Rv39/li5dSs2aNSso4uLdzt0BERGRoowePZrIyEjq16/PE088wXfffVem+09MTGTevHn4+fkxdOhQq7bVxCUREZE7zGQyMWXKFJKTk+nYsSPz588vVEADNG3alM8//5zHH3+cxMREpk6dislkqoCIRURE7qy4uDhGjBhBWFgYDzzwQLHjTp06xeTJk+ncuTPt2rXjpZde4vPPP8doNJa4/08//ZRr167x9ttv4+joaFVsuhMtIiJyhx08eJCff/4ZV1dX/v73v5f4GLSTkxOTJ0+mV69e7N+/n4MHD9KyZUvgf41SWrduzaefflpo22nTprF582aGDRvGK6+8UmDdrl272Lx5M9HR0aSlpeHg4ICPjw/t2rWjf//+VK9e3Tw2/zj9+/fHx8eH0NBQLl26hK+vL97e3uzbtw+4fkc6v+HL/v37zdtnZmayZs0atm3bxunTp8nLy+OBBx6gc+fOvPzyyzg7OxeILTAwEA8PDz799FOmT59ObGws9913HyNGjODFF18kLS2NpUuXsn//fs6fPw9AnTp1aN++PX369CkQu4iI2KZVq1bh5ORU4phff/2VN954g2rVqtGzZ09q1KjB0aNHCQ0NZf/+/SxYsKDQzxiAP/74g2+//ZYnnniiVI3KVESLiIjcYd988w0Azz77LK6urrcc7+3tzZNPPsn27dv55ptvzEV0ab3//vts2rQJe3t7Vo2uwAAACXdJREFUHn30UZo1a0ZycjJRUVGcPHmSiIgIvvrqK1xcXAps98MPPxAXF0fz5s158MEHSU9Pp2PHjjg7OxMREYHBYKBz584FtklLS+PNN98kJiYGNzc3HnnkEZycnDh06BCffPIJO3bs4JNPPsHNza3AdpmZmbz11lvY2dnRrl07oqOjadq0KZcuXWLgwIGcP3+e2rVr06pVK/Ly8jhy5AihoaFs376d5cuXU61atdv6jEREpGLdqoA2mUy89957uLq6smLFCtzd3QHo2bMnLVq0YPr06axatYr+/fsX2vbf//43JpOJgQMHlio2FdEiIiJ3WHR0NACPPPKIxdu0bt2a7du3m7ctrZ9++olNmzbh5ubGl19+Sf369c3r4uLiGDx4MGfOnGH37t08++yzBbaNi4vj9ddfZ8CAAcD/Xmn1+OOPExERgZ2dXaFXiEybNo2YmBiefvppJk+ezH333QdAeno6f//734mMjOSDDz5g+vTpBbbLyMjg/vvvZ9GiRbi4uJiPtXTpUs6fP89zzz3Hu+++a36lVkZGBsOHDycmJoZNmzbRp0+f2/qcRESkcvv999/5448/6NGjByaTibS0NPO6J598EmdnZ77//vtCRXR6ejpbt27loYceokWLFqU6topoERGROywhIQEAT09Pi7fJbyiWmJh4W8e+evUqQUFBNGvWrEABDeDn50dgYCA7d+40PyZ9I0dHR3r37m3+863eCR0bG0tkZCSenp5MnTqVqlWrmte5uroydepU/vSnP7F9+3Zee+016tatW2D7Xr16me+G5x8r//x9fX0LHL9atWqMHz+e33//nYceesiSj0JERGzYqVOnAFi3bh3r1q0rckxRP8v27NlDZmYmXbp0KfWxVUSLiIjYAIPBAEBOTs5t7adjx46F3oWZm5vLhQsXiI2N5dy5cwBkZWUV2rZevXqFHvEuyU8//QRcv+N+YwGdz93dnWbNmrF3714OHDhQqIhu1KhRoW1at27NmjVrWLZsGSdPnuTJJ58kMDAQHx8fHnroIRXQIiL3iPxGmz169CAoKKjIMQ4Ohcvd/CennnnmmVIfW0W0iIjIHebt7c0ff/xBcnKyxdukpKQAlMm7oo1GI1u2bGH37t2cPHmShIQE82uq8ov1orqA5883s1R8fDwA33///S0bt+SPvdXxOnbsyNChQ1myZAnff/8933//PQAPPPAATz75JH/605/w8/OzKk4REbE9derUAa7/vLr5Z0xeXh47d+4s8t3Qv/zyCw8++OBtvTJSRbSIiMgd1rRpU/744w8OHz7Miy++aNE2v/zyCwAPP/ywxcfJy8srtOz06dOMGDGCxMREnJ2dady4MY8//jj169fnkUceYe3atebGZze71ePbN8svzBs0aECDBg1KHFtU4Ztf0N9syJAh9OjRgx9++IGffvqJX375hdOnT/P111+zatUqJk+eTNeuXa2KVUREbEuTJk2oXbs2W7ZsoW/fvtSrV8+8bv369Xz44Yf07NmTJk2amJfHx8eTmppKhw4dbuvYKqJFRETusG7duvHNN9+wfft2Ro4cWeiO69GjR3F2dqZhw4YAJCcns2vXLoACj5/lF5n5xerNLl++XGjZ7NmzSUxMpHXr1sycOdPc6CvfsmXLSn9iN/Hy8gKgZcuW/7+9+wmJcvvjOP6OSGmMavo3RSlIYVFBUpC0CwK1TUlSkFnJwLRylf2joElKiIyQIoQWIVGrgoKi0CBIdCyDMm0KwhgL2wSZaGNUEncRyhW99z7e358I3q/l8zwz5xxmMfOZc77nUFVV9V97X/g5I19SUkJJSQkA3d3dNDQ00NTUxLlz59i8efOkQ78k6fcxdepUjh07xv79+6moqGDbtm1kZ2fz8uVLbt++zZIlS4hGo2NeM1JHPTKL/W/57SJJ0v/Z2rVrKSgoYGhoiOrq6nF1zhcvXqS8vJxYLMbr1685efIkX758YdWqVWzcuHH0uZE644mWhQ8PD0+4k3dHRwcAO3fuHBegh4aGeP78OTDxcu6/8lczxiNHcbW0tExYyz08PEw0GiUajfL06dNAbR0/fpzi4uLRcYxYtmwZhw8fBmBwcJDPnz8H7r8k6fe0fv16Ll++TEFBAXfu3KG2tpYnT55QWlrKpUuXxi3Z/vTpE0Cg4yX/jiFakqRfoLq6mkgkQktLC5WVlXR3d4/eO3jwILt27eLVq1eUl5fT1tbG3LlzqampGRNYR2aq3717x8OHD0evDw8PU1tbS19f37h2Z8+eDfw88/nPQbm/v5+jR4+O/sD4+vVr4LFkZmYCP2fE0+n06PX8/HzWrFnD+/fvicfjY2bGR/r44sULent7WblyZaC2IpEIfX19XLhwgcHBwTH3Rpah5+TkjPuDQJL0+9q3bx/t7e0T7q+Rl5fH6dOnaWxspLW1lZs3b3LgwIEJa56Li4tpb2+ntLT0P+qPy7klSfoF5syZw5UrV4jH4zx69IiysjJyc3NHa7p6enrG7JCdkZHBmzdvxixBW7x4MYWFhTQ1NXHo0CHy8/OZNWsWnZ2dpNNpioqKaGxsHNPunj17qK2t5datWzx79oylS5cyMDBAZ2cn3759Izc3l1QqNRqmgwiHw8ycOZOBgQFisRjZ2dnE43FCoRCnTp2isrKS+/fv09bWxooVKwiFQiSTST5+/EgoFOLs2bOBd/2uqKggkUjQ1dXFli1bWL16NVlZWaRSKVKpFJmZmRw5ciRw3yVJmixDtCRJv0g4HOb8+fMkEgnu3btHV1cXra2tZGRkMH/+fIqKiigsLCSdTlNXV0dVVRXLly/nzJkzLFq0CIATJ06Ql5fH3bt3SSaTTJ8+nXXr1hGLxejo6BgXordv386CBQu4du0aPT09NDc3Ew6H2bBhAzt27GDGjBns3buXx48f8/37d6ZNm/aP45gyZQo1NTXU1dXx9u1bPnz4QG9vL3l5eUQiERoaGrh+/ToPHjwgmUwCsHDhQjZt2kRZWdmkatOysrKor6/n6tWrNDc309HRwY8fP5g3bx5bt25l9+7d5OTkTOJTkCRpcqb09/cHL3qSJEm/xODgIDdu3CCRSFBfXz/h2ZeSJOl/zxAtSZIkSVJAbiwmSZIkSVJAhmhJkiRJkgIyREuSJEmSFJAhWpIkSZKkgAzRkiRJkiQFZIiWJEmSJCkgQ7QkSZIkSQEZoiVJkiRJCsgQLUmSJElSQIZoSZIkSZICMkRLkiRJkhTQHzG+2cnGFxCNAAAAAElFTkSuQmCC", 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" ] @@ -17574,7 +19412,7 @@ "# Plot the bar chart\n", "fig, axes = plt.subplots(nrows=len(dfRealgdp.index), ncols=1, figsize=(10, 8), sharex=True)\n", "for i, year in enumerate(dfRealgdp.index):\n", - " dfRealgdp.loc[year].plot(kind='bar', ax=axes[i], color=['#1f77b4', '#ff7f0e', '#2ca02c', '#d62728'])\n", + " dfRealgdp.loc[year].plot(kind='barh', ax=axes[i], color=['#1f77b4', '#ff7f0e', '#2ca02c', '#d62728'])\n", " axes[i].set_ylabel('GDP')\n", " axes[i].set_title(f'Year {year}')\n", "plt.xlabel('Quarters')\n", @@ -17585,7 +19423,7 @@ }, { "cell_type": "code", - "execution_count": 193, + "execution_count": null, "id": "3a65e340", "metadata": {}, "outputs": [ @@ -17883,7 +19721,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 193, + "execution_count": 198, "metadata": {}, "output_type": "execute_result" } @@ -17894,7 +19732,7 @@ }, { "cell_type": "code", - "execution_count": 194, + "execution_count": null, "id": "6a616b1f", "metadata": {}, "outputs": [ diff --git a/Scanned 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zOmgw}!h2KvR6%Mo$<^NlPX_i9EKUHY@nk;&$s0gu9DpA{0Csy1`4c={0feRjN(*JD z3Rw9&ktxA|J=*!ZbDiz)w>PtMLQv`g3R?ex%)iVSWdrkevvgc=Cqqogf6`!M+02kCR9gU_*G0 z1L~&UZX{s6`JkYvn;r(mO&bnJySZwh-H>i>TCNDJixv`#L|{>PH)lKsqv?#+h5mCC aU_(&-D4=9)jM93`FjzEHMdgTv5%kY^vwYA1 literal 0 HcmV?d00001 From 56eb58d169827d45786c1fd727639e20aaadd892 Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Tue, 8 Aug 2023 16:47:33 +0100 Subject: [PATCH 24/35] Almostdone --- My_Capstone Project-Copy1.ipynb | 8698 +++++++++---------------------- 1 file changed, 2593 insertions(+), 6105 deletions(-) diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index 365fdb95..0a73fb7a 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -1,8 +1,16 @@ { "cells": [ + { + "cell_type": "markdown", + "id": "59bf768b", + "metadata": {}, + "source": [ + "# Import libraries" + ] + }, { "cell_type": "code", - "execution_count": 151, + "execution_count": 1, "id": "77550c18", "metadata": {}, "outputs": [], @@ -33,7 +41,7 @@ }, { "cell_type": "code", - "execution_count": 152, + "execution_count": 2, "id": "1bebe64b", "metadata": {}, "outputs": [], @@ -43,7 +51,7 @@ }, { "cell_type": "code", - "execution_count": 153, + "execution_count": 3, "id": "567d3be3", "metadata": {}, "outputs": [], @@ -53,17 +61,17 @@ }, { "cell_type": "code", - "execution_count": 154, + "execution_count": 4, "id": "b3ae0fc8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('comfirmed_cases.csv', )" + "('comfirmed_cases.csv', )" ] }, - "execution_count": 154, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -74,7 +82,7 @@ }, { "cell_type": "code", - "execution_count": 155, + "execution_count": 5, "id": "4306954f", "metadata": {}, "outputs": [], @@ -84,7 +92,7 @@ }, { "cell_type": "code", - "execution_count": 156, + "execution_count": 6, "id": "ae56e727", "metadata": {}, "outputs": [ @@ -445,7 +453,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 156, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -456,7 +464,7 @@ }, { "cell_type": "code", - "execution_count": 157, + "execution_count": 7, "id": "0cd70b2e", "metadata": {}, "outputs": [], @@ -466,7 +474,7 @@ }, { "cell_type": "code", - "execution_count": 158, + "execution_count": 8, "id": "c0c16e8b", "metadata": {}, "outputs": [ @@ -827,7 +835,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 158, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -838,7 +846,7 @@ }, { "cell_type": "code", - "execution_count": 159, + "execution_count": 9, "id": "86b8f22a", "metadata": {}, "outputs": [ @@ -860,7 +868,7 @@ }, { "cell_type": "code", - "execution_count": 160, + "execution_count": 10, "id": "c9d254f2", "metadata": {}, "outputs": [], @@ -870,7 +878,7 @@ }, { "cell_type": "code", - "execution_count": 161, + "execution_count": 11, "id": "4c0176f8", "metadata": {}, "outputs": [], @@ -881,7 +889,7 @@ }, { "cell_type": "code", - "execution_count": 162, + "execution_count": 12, "id": "7f1aa9b8", "metadata": {}, "outputs": [ @@ -1242,7 +1250,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 162, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -1261,7 +1269,7 @@ }, { "cell_type": "code", - "execution_count": 163, + "execution_count": 13, "id": "c1c6366a", "metadata": {}, "outputs": [], @@ -1271,7 +1279,7 @@ }, { "cell_type": "code", - "execution_count": 164, + "execution_count": 14, "id": "f1377bd1", "metadata": {}, "outputs": [], @@ -1281,17 +1289,17 @@ }, { "cell_type": "code", - "execution_count": 165, + "execution_count": 15, "id": "24f5c66d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('recovered_cases.csv', )" + "('recovered_cases.csv', )" ] }, - "execution_count": 165, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -1302,7 +1310,7 @@ }, { "cell_type": "code", - "execution_count": 166, + "execution_count": 16, "id": "718e188b", "metadata": {}, "outputs": [], @@ -1312,7 +1320,7 @@ }, { "cell_type": "code", - "execution_count": 167, + "execution_count": 17, "id": "621b2f14", "metadata": {}, "outputs": [ @@ -1673,7 +1681,7 @@ "[274 rows x 1147 columns]" ] }, - "execution_count": 167, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -1684,7 +1692,7 @@ }, { "cell_type": "code", - "execution_count": 168, + "execution_count": 18, "id": "74018908", "metadata": {}, "outputs": [], @@ -1694,7 +1702,7 @@ }, { "cell_type": "code", - "execution_count": 169, + "execution_count": 19, "id": "a5e0afc0", "metadata": { "collapsed": true @@ -2057,7 +2065,7 @@ "[274 rows x 573 columns]" ] }, - "execution_count": 169, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -2068,7 +2076,7 @@ }, { "cell_type": "code", - "execution_count": 170, + "execution_count": 20, "id": "6a762d4b", "metadata": {}, "outputs": [], @@ -2078,7 +2086,7 @@ }, { "cell_type": "code", - "execution_count": 171, + "execution_count": 21, "id": "ffc64d1e", "metadata": { "collapsed": true @@ -2441,7 +2449,7 @@ "[274 rows x 570 columns]" ] }, - "execution_count": 171, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -2452,7 +2460,7 @@ }, { "cell_type": "code", - "execution_count": 172, + "execution_count": 22, "id": "69f8d0af", "metadata": { "collapsed": true @@ -2476,7 +2484,7 @@ }, { "cell_type": "code", - "execution_count": 173, + "execution_count": 23, "id": "30577ae7", "metadata": {}, "outputs": [], @@ -2494,7 +2502,7 @@ }, { "cell_type": "code", - "execution_count": 174, + "execution_count": 24, "id": "e1a4b8c3", "metadata": {}, "outputs": [], @@ -2504,7 +2512,7 @@ }, { "cell_type": "code", - "execution_count": 175, + "execution_count": 25, "id": "90f83a9b", "metadata": {}, "outputs": [], @@ -2514,17 +2522,17 @@ }, { "cell_type": "code", - "execution_count": 176, + "execution_count": 26, "id": "aea29dc2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('death_cases.csv', )" + "('death_cases.csv', )" ] }, - "execution_count": 176, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -2535,7 +2543,7 @@ }, { "cell_type": "code", - "execution_count": 177, + "execution_count": 27, "id": "a947667d", "metadata": {}, "outputs": [], @@ -2545,7 +2553,7 @@ }, { "cell_type": "code", - "execution_count": 178, + "execution_count": 28, "id": "b98b10cd", "metadata": { "collapsed": true @@ -2908,7 +2916,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 178, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -2919,7 +2927,7 @@ }, { "cell_type": "code", - "execution_count": 179, + "execution_count": 29, "id": "5248a090", "metadata": {}, "outputs": [], @@ -2930,7 +2938,7 @@ }, { "cell_type": "code", - "execution_count": 180, + "execution_count": 30, "id": "934622ec", "metadata": {}, "outputs": [], @@ -2940,7 +2948,7 @@ }, { "cell_type": "code", - "execution_count": 181, + "execution_count": 31, "id": "6858138e", "metadata": {}, "outputs": [], @@ -2950,7 +2958,7 @@ }, { "cell_type": "code", - "execution_count": 182, + "execution_count": 32, "id": "4597fb06", "metadata": {}, "outputs": [ @@ -3311,7 +3319,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 182, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } @@ -3322,7 +3330,7 @@ }, { "cell_type": "code", - "execution_count": 183, + "execution_count": 33, "id": "888a316c", "metadata": {}, "outputs": [ @@ -3352,7 +3360,7 @@ }, { "cell_type": "code", - "execution_count": 184, + "execution_count": 34, "id": "293a532c", "metadata": {}, "outputs": [], @@ -3362,7 +3370,7 @@ }, { "cell_type": "code", - "execution_count": 185, + "execution_count": 35, "id": "657dd133", "metadata": {}, "outputs": [], @@ -3372,17 +3380,17 @@ }, { "cell_type": "code", - "execution_count": 186, + "execution_count": 36, "id": "a07f53fe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('external_cases.csv', )" + "('external_cases.csv', )" ] }, - "execution_count": 186, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" } @@ -3393,7 +3401,7 @@ }, { "cell_type": "code", - "execution_count": 187, + "execution_count": 37, "id": "133e0130", "metadata": {}, "outputs": [], @@ -3403,7 +3411,7 @@ }, { "cell_type": "code", - "execution_count": 188, + "execution_count": 38, "id": "a250108b", "metadata": { "collapsed": true @@ -4123,7 +4131,7 @@ "36 0.1 0.4 1.03 " ] }, - "execution_count": 188, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } @@ -4134,7 +4142,7 @@ }, { "cell_type": "code", - "execution_count": 189, + "execution_count": 39, "id": "dd20a8a7", "metadata": {}, "outputs": [ @@ -4170,7 +4178,7 @@ }, { "cell_type": "code", - "execution_count": 190, + "execution_count": 40, "id": "8f9e37e7", "metadata": {}, "outputs": [], @@ -4181,7 +4189,7 @@ }, { "cell_type": "code", - "execution_count": 191, + "execution_count": 41, "id": "9a82cbc1", "metadata": {}, "outputs": [], @@ -4191,7 +4199,7 @@ }, { "cell_type": "code", - "execution_count": 192, + "execution_count": 42, "id": "e75e62f8", "metadata": {}, "outputs": [], @@ -4201,7 +4209,7 @@ }, { "cell_type": "code", - "execution_count": 193, + "execution_count": 43, "id": "f9658ab0", "metadata": { "scrolled": true @@ -4213,7 +4221,7 @@ }, { "cell_type": "code", - "execution_count": 194, + "execution_count": 44, "id": "0ddafc10", "metadata": {}, "outputs": [ @@ -4257,7 +4265,7 @@ }, { "cell_type": "code", - "execution_count": 195, + "execution_count": 45, "id": "51cc4bf8", "metadata": {}, "outputs": [], @@ -4267,7 +4275,7 @@ }, { "cell_type": "code", - "execution_count": 196, + "execution_count": 46, "id": "2ffeec79", "metadata": {}, "outputs": [], @@ -4277,17 +4285,17 @@ }, { "cell_type": "code", - "execution_count": 197, + "execution_count": 47, "id": "7962b3d1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('covid_cases.csv', )" + "('covid_cases.csv', )" ] }, - "execution_count": 197, + "execution_count": 47, "metadata": {}, "output_type": "execute_result" } @@ -4298,7 +4306,7 @@ }, { "cell_type": "code", - "execution_count": 198, + "execution_count": 48, "id": "9f2326ca", "metadata": {}, "outputs": [], @@ -4308,7 +4316,7 @@ }, { "cell_type": "code", - "execution_count": 199, + "execution_count": 49, "id": "fc0e883b", "metadata": {}, "outputs": [ @@ -4721,7 +4729,7 @@ "36 3 2 " ] }, - "execution_count": 199, + "execution_count": 49, "metadata": {}, "output_type": "execute_result" } @@ -4732,7 +4740,7 @@ }, { "cell_type": "code", - "execution_count": 200, + "execution_count": 50, "id": "c5ab5fe2", "metadata": {}, "outputs": [], @@ -4743,7 +4751,7 @@ }, { "cell_type": "code", - "execution_count": 201, + "execution_count": 51, "id": "17d12c49", "metadata": {}, "outputs": [], @@ -4754,7 +4762,7 @@ }, { "cell_type": "code", - "execution_count": 202, + "execution_count": 52, "id": "aa5c0ca8", "metadata": {}, "outputs": [], @@ -4765,7 +4773,7 @@ }, { "cell_type": "code", - "execution_count": 203, + "execution_count": 53, "id": "06507d68", "metadata": {}, "outputs": [], @@ -4776,7 +4784,7 @@ }, { "cell_type": "code", - "execution_count": 204, + "execution_count": 54, "id": "a89881e3", "metadata": { "collapsed": true @@ -4807,7 +4815,7 @@ }, { "cell_type": "code", - "execution_count": 205, + "execution_count": 55, "id": "a97037a8", "metadata": { "collapsed": true @@ -5222,7 +5230,7 @@ "36 3 2 " ] }, - "execution_count": 205, + "execution_count": 55, "metadata": {}, "output_type": "execute_result" } @@ -5241,7 +5249,7 @@ }, { "cell_type": "code", - "execution_count": 206, + "execution_count": 56, "id": "0768ff6d", "metadata": {}, "outputs": [], @@ -5251,7 +5259,7 @@ }, { "cell_type": "code", - "execution_count": 207, + "execution_count": 57, "id": "47156bd4", "metadata": {}, "outputs": [], @@ -5261,17 +5269,17 @@ }, { "cell_type": "code", - "execution_count": 208, + "execution_count": 58, "id": "703ee4f6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('budget_cases.csv', )" + "('budget_cases.csv', )" ] }, - "execution_count": 208, + "execution_count": 58, "metadata": {}, "output_type": "execute_result" } @@ -5282,7 +5290,7 @@ }, { "cell_type": "code", - "execution_count": 209, + "execution_count": 59, "id": "7f82b3f9", "metadata": {}, "outputs": [], @@ -5292,7 +5300,7 @@ }, { "cell_type": "code", - "execution_count": 210, + "execution_count": 60, "id": "e2a627e4", "metadata": { "collapsed": true @@ -5592,7 +5600,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 210, + "execution_count": 60, "metadata": {}, "output_type": "execute_result" } @@ -5603,7 +5611,7 @@ }, { "cell_type": "code", - "execution_count": 211, + "execution_count": 61, "id": "e8f55fa5", "metadata": {}, "outputs": [], @@ -5613,7 +5621,7 @@ }, { "cell_type": "code", - "execution_count": 212, + "execution_count": 62, "id": "5bc901fc", "metadata": { "collapsed": true @@ -5650,7 +5658,7 @@ }, { "cell_type": "code", - "execution_count": 213, + "execution_count": 208, "id": "0f9b342a", "metadata": {}, "outputs": [], @@ -5660,7 +5668,7 @@ }, { "cell_type": "code", - "execution_count": 214, + "execution_count": 209, "id": "2f496008", "metadata": {}, "outputs": [], @@ -5670,17 +5678,17 @@ }, { "cell_type": "code", - "execution_count": 215, + "execution_count": 210, "id": "51d63fbe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('Realgdp_cases.csv', )" + "('Realgdp_cases.csv', )" ] }, - "execution_count": 215, + "execution_count": 210, "metadata": {}, "output_type": "execute_result" } @@ -5691,7 +5699,7 @@ }, { "cell_type": "code", - "execution_count": 216, + "execution_count": 212, "id": "bb208222", "metadata": {}, "outputs": [], @@ -5701,7 +5709,7 @@ }, { "cell_type": "code", - "execution_count": 217, + "execution_count": 213, "id": "18261d23", "metadata": { "collapsed": true @@ -5807,7 +5815,7 @@ "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 217, + "execution_count": 213, "metadata": {}, "output_type": "execute_result" } @@ -5818,7 +5826,7 @@ }, { "cell_type": "code", - "execution_count": 218, + "execution_count": 214, "id": "8d5916d8", "metadata": { "collapsed": true @@ -5857,7 +5865,7 @@ }, { "cell_type": "code", - "execution_count": 219, + "execution_count": 69, "id": "f13a9f82", "metadata": { "collapsed": true @@ -6058,7 +6066,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 219, + "execution_count": 69, "metadata": {}, "output_type": "execute_result" } @@ -6069,7 +6077,7 @@ }, { "cell_type": "code", - "execution_count": 220, + "execution_count": 70, "id": "70e0a8a4", "metadata": { "collapsed": true @@ -6361,7 +6369,7 @@ "[8 rows x 1143 columns]" ] }, - "execution_count": 220, + "execution_count": 70, "metadata": {}, "output_type": "execute_result" } @@ -6372,7 +6380,7 @@ }, { "cell_type": "code", - "execution_count": 221, + "execution_count": 71, "id": "2ad90233", "metadata": { "collapsed": true @@ -6389,7 +6397,7 @@ " dtype='object', length=1144)" ] }, - "execution_count": 221, + "execution_count": 71, "metadata": {}, "output_type": "execute_result" } @@ -6400,7 +6408,7 @@ }, { "cell_type": "code", - "execution_count": 222, + "execution_count": 72, "id": "186101a6", "metadata": { "collapsed": true @@ -6601,7 +6609,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 222, + "execution_count": 72, "metadata": {}, "output_type": "execute_result" } @@ -6620,7 +6628,7 @@ }, { "cell_type": "code", - "execution_count": 223, + "execution_count": 73, "id": "9ee720c0", "metadata": { "scrolled": true @@ -6634,17 +6642,17 @@ }, { "cell_type": "code", - "execution_count": 224, + "execution_count": 74, "id": "47d49996", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 224, + "execution_count": 74, "metadata": {}, "output_type": "execute_result" } @@ -6655,7 +6663,7 @@ }, { "cell_type": "code", - "execution_count": 225, + "execution_count": 75, "id": "37d665df", "metadata": { "collapsed": true @@ -7059,7 +7067,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 225, + "execution_count": 75, "metadata": {}, "output_type": "execute_result" } @@ -7079,7 +7087,7 @@ }, { "cell_type": "code", - "execution_count": 226, + "execution_count": 76, "id": "db598dc5", "metadata": {}, "outputs": [ @@ -7170,7 +7178,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 226, + "execution_count": 76, "metadata": {}, "output_type": "execute_result" } @@ -7182,7 +7190,7 @@ }, { "cell_type": "code", - "execution_count": 227, + "execution_count": 77, "id": "f7bbb8f4", "metadata": {}, "outputs": [], @@ -7192,7 +7200,7 @@ }, { "cell_type": "code", - "execution_count": 228, + "execution_count": 78, "id": "350ea681", "metadata": {}, "outputs": [ @@ -7283,7 +7291,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 228, + "execution_count": 78, "metadata": {}, "output_type": "execute_result" } @@ -7294,7 +7302,7 @@ }, { "cell_type": "code", - "execution_count": 229, + "execution_count": 79, "id": "b37857cb", "metadata": {}, "outputs": [], @@ -7305,7 +7313,7 @@ }, { "cell_type": "code", - "execution_count": 230, + "execution_count": 80, "id": "fac040df", "metadata": {}, "outputs": [ @@ -7396,7 +7404,7 @@ "[1 rows x 1107 columns]" ] }, - "execution_count": 230, + "execution_count": 80, "metadata": {}, "output_type": "execute_result" } @@ -7407,7 +7415,7 @@ }, { "cell_type": "code", - "execution_count": 231, + "execution_count": 81, "id": "3e739025", "metadata": {}, "outputs": [ @@ -7422,7 +7430,7 @@ " dtype='object', length=1107)" ] }, - "execution_count": 231, + "execution_count": 81, "metadata": {}, "output_type": "execute_result" } @@ -7433,7 +7441,7 @@ }, { "cell_type": "code", - "execution_count": 232, + "execution_count": 82, "id": "7375c99f", "metadata": {}, "outputs": [], @@ -7443,7 +7451,7 @@ }, { "cell_type": "code", - "execution_count": 233, + "execution_count": 83, "id": "def4d314", "metadata": {}, "outputs": [], @@ -7453,7 +7461,7 @@ }, { "cell_type": "code", - "execution_count": 234, + "execution_count": 84, "id": "b94641ee", "metadata": {}, "outputs": [], @@ -7463,7 +7471,7 @@ }, { "cell_type": "code", - "execution_count": 235, + "execution_count": 85, "id": "92ad84d6", "metadata": {}, "outputs": [ @@ -7563,7 +7571,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 235, + "execution_count": 85, "metadata": {}, "output_type": "execute_result" } @@ -7574,7 +7582,7 @@ }, { "cell_type": "code", - "execution_count": 236, + "execution_count": 86, "id": "8e3fcb3f", "metadata": {}, "outputs": [], @@ -7584,7 +7592,7 @@ }, { "cell_type": "code", - "execution_count": 237, + "execution_count": 87, "id": "cfba2ea7", "metadata": {}, "outputs": [ @@ -7684,7 +7692,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 237, + "execution_count": 87, "metadata": {}, "output_type": "execute_result" } @@ -7695,7 +7703,7 @@ }, { "cell_type": "code", - 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "\n", - "# Convert the \"Date\" column to datetime format\n", - "NGConfirmdCase_transposed['Date'] = pd.to_datetime(NGConfirmdCase_transposed['Date'])\n", - "\n", - "# Set the size of the plot\n", - "plt.figure(figsize=(18, 6))\n", - "\n", - "# Create the line plot\n", - "sns.lineplot(x=\"Date\", y=\"Cases\", data=NGConfirmdCase_transposed)\n", - "\n", - "# Set labels and title\n", - "plt.xlabel(\"Date\")\n", - "plt.ylabel(\"Cases\")\n", - "plt.title(\"Covid19 Confirmed cases\")\n", - "\n", - "# Rotate the x-axis labels by 90 degrees for better visibility\n", - "plt.xticks(rotation=90)\n", - "\n", - "# Set the desired starting point for the date locator (e.g., '2023-03-01')\n", - "start_date = '2023-03-01'\n", - "\n", - "# Convert the start_date to a matplotlib date format\n", - "start_date = mdates.datestr2num(start_date)\n", - "\n", - "# Calculate the number of days since the start_date for all data points\n", - "days_since_start = NGConfirmdCase_transposed['Date'].apply(lambda date: mdates.date2num(date) - start_date)\n", - "\n", - "# Create the major tick positions based on the number of days\n", - "major_tick_positions = days_since_start.tolist()\n", - "\n", - "# Set the major tick positions and format the major ticks with the desired date format\n", - "date_formatter = mdates.DateFormatter('%Y-%m-%d') # Format as desired, e.g., '%Y-%m-%d'\n", - "plt.gca().xaxis.set_major_locator(mdates.DayLocator(interval=28)) # Display major ticks every 7 days\n", - "plt.gca().xaxis.set_major_formatter(date_formatter)" - ] - }, { "cell_type": "markdown", "id": "3fbbc842", @@ -7893,15 +7958,9 @@ "# Recovered Cases" ] }, - { - "cell_type": "markdown", - "id": "12105d8b", - "metadata": {}, - "source": [] - }, { "cell_type": "code", - "execution_count": 242, + "execution_count": 92, "id": "8dab7d42", "metadata": {}, "outputs": [], @@ -7921,7 +7980,7 @@ }, { "cell_type": "code", - "execution_count": 243, + "execution_count": 93, "id": "30848de2", "metadata": { "collapsed": true @@ -8325,7 +8384,7 @@ "[201 rows x 569 columns]" ] }, - "execution_count": 243, + "execution_count": 93, "metadata": {}, "output_type": "execute_result" } @@ -8337,7 +8396,7 @@ }, { "cell_type": "code", - "execution_count": 244, + "execution_count": 94, "id": "3df06d1c", "metadata": { "collapsed": true @@ -8430,7 +8489,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 244, + "execution_count": 94, "metadata": {}, "output_type": "execute_result" } @@ -8442,7 +8501,7 @@ }, { "cell_type": "code", - "execution_count": 245, + "execution_count": 95, "id": "e7798490", "metadata": {}, "outputs": [], @@ -8460,7 +8519,7 @@ }, { "cell_type": "code", - "execution_count": 246, + "execution_count": 96, "id": "a226f850", "metadata": {}, "outputs": [ @@ -8551,7 +8610,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 246, + "execution_count": 96, "metadata": {}, "output_type": "execute_result" } @@ -8562,7 +8621,7 @@ }, { "cell_type": "code", - "execution_count": 247, + "execution_count": 97, "id": "a3863d3a", "metadata": {}, "outputs": [], @@ -8573,7 +8632,7 @@ }, { "cell_type": "code", - "execution_count": 248, + "execution_count": 98, "id": "2facb1d9", "metadata": { "scrolled": true @@ -8666,7 +8725,7 @@ "[1 rows x 506 columns]" ] }, - "execution_count": 248, + "execution_count": 98, "metadata": {}, "output_type": "execute_result" } @@ -8677,7 +8736,7 @@ }, { "cell_type": "code", - "execution_count": 249, + "execution_count": 99, "id": "b08410cf", "metadata": {}, "outputs": [], @@ -8687,7 +8746,7 @@ }, { "cell_type": "code", - "execution_count": 250, + "execution_count": 100, "id": "8e9dea2d", "metadata": {}, "outputs": [], @@ -8697,7 +8756,7 @@ }, { "cell_type": "code", - "execution_count": 251, + "execution_count": 101, "id": "1cfc17c5", "metadata": {}, "outputs": [], @@ -8707,7 +8766,7 @@ }, { "cell_type": "code", - "execution_count": 252, + "execution_count": 102, "id": "80a0b668", "metadata": {}, "outputs": [], @@ -8717,7 +8776,7 @@ }, { "cell_type": "code", - "execution_count": 253, + "execution_count": 103, "id": "01b5bc02", "metadata": {}, "outputs": [], @@ -8727,7 +8786,7 @@ }, { "cell_type": "code", - "execution_count": 254, + "execution_count": 104, "id": "86d8ab9c", "metadata": { "collapsed": true @@ -8829,7 +8888,7 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 254, + "execution_count": 104, "metadata": {}, "output_type": "execute_result" } @@ -8840,7 +8899,7 @@ }, { "cell_type": "code", - "execution_count": 255, + "execution_count": 105, "id": "b0e5290f", "metadata": {}, "outputs": [ @@ -8850,7 +8909,7 @@ "Index(['Cases'], dtype='object')" ] }, - "execution_count": 255, + "execution_count": 105, "metadata": {}, "output_type": "execute_result" } @@ -8861,7 +8920,7 @@ }, { "cell_type": "code", - "execution_count": 256, + "execution_count": 106, "id": "0cf9f5b7", "metadata": {}, "outputs": [], @@ -8871,7 +8930,7 @@ }, { "cell_type": "code", - "execution_count": 257, + "execution_count": 107, "id": "bf9d3f4a", "metadata": {}, "outputs": [ @@ -8978,7 +9037,7 @@ "[505 rows x 2 columns]" ] }, - "execution_count": 257, + "execution_count": 107, "metadata": {}, "output_type": "execute_result" } @@ -8988,62 +9047,8 @@ ] }, { - "cell_type": "code", - "execution_count": 258, - "id": "2c15be01", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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v3+sYhqEJEyYoNDRUH3/8scLCwiRJ3bt31+23364333xTb775pueakydPVseOHfXGG2/IarVKkpo2baoXXnhBs2bN0p133ilJ+umnn/Trr7/qgQce0PDhwyVJN954o8aPH685c+bo+uuvV8uWLSVJU6ZM0bFjxzR58mS1adNGkjRgwAANHz5cEydOVNeuXRUQEFD8ogEAAAAAcBG8uDG5xMJiSXqwRbDqBpfp2AIAKiTrxV5Afh599FE99dRTqlKlinr37u11zu7duyVJjRo1KvBa27dv1/79+9W/f39PWCxJ0dHR6tatm9asWaP4+HhJ0qJFi5Sdna3bbrvNExZLUt++fRUVFaX58+d7jn3//fey2+0aNGhQrvvlBMo5c10ulxYuXKiWLVt6wmJJ8vf31+DBg5WYmKhVq1adsyYAAAAAAFxshmFoX7JTX+9L1xubU/TYr4lq9L9jen1zaond4/p6/nrmMnYXA8DFUGb/qe7AgQN68MEHNXToUE2dOtXrnL8HxhkZGfLz88sV9EpmD2RJnt2+Z2vZsqUWLVqk7du3q0uXLvnOtVgsiomJ0c8//6zU1FQFBwdr69atatCggYKCgnLNjY6OVmhoqLZt2yZJ2rdvn9LT073ev0WLFp419urVq8CaAAAAAABQ2k45XJp7wKEdidk6nOrSplNZik13F/l6Vfysigqwym61KNjHokahdjULs6t6oE0hPhY1j/BR/ZAyG1cAQIVXZv8LPHPmTPn6+hY4JycwnjdvnhYvXqyEhAQFBASoW7duGjNmjCIjzcb4J06ckCRVr149zzWioqIkSbGxsZKkuLg4BQYGKiQkpMC50dHRSk5OVuvWrb2uLSoqKtc1C3t/AAAAAADKip2J2bphYbyOZxQtIB5YP0A3NghQhJ9V4b4WRQfbFe5XZn/ZGQCgMhwYnysslqQ9e/ZIknbt2qUxY8bI19dXa9eu1dy5c7VlyxZ9+umnCgsLU1pamiQpMDAwzzVyHmCXkZEhSUpNTc23l3DOXIfDodTU1HyvmTP37GtK8nrds695Lt7mZGVl5XpbGVEDE3UwUQcTdTBRBxN1MFEHE3UwUQcTdTBRB2qQgzqYcl7/6fRM/WNZRpHD4okdgjS0kf+Zjwzzj5GlQvz4Wybw+WCiDibqYKIOpvJWh5z8sbDKbGBcGDfffLMcDofuvPNOWSwWSdI111yjevXq6a233tK0adM0atQoGYaR7zVyxnLaWBRmrsViKXBeztzzvea5xMbGyuVyeR3L2UVdmVEDE3UwUQcTdTBRBxN1MFEHE3UwUQcTdTBRB2qQgzpI2W7ppp+StDvVVqTz766brc6+J3X4cAkv7CLg88FEHUzUwUQdTOWhDjabTQ0bNjyvc8p1YDx48GCvxwcNGqR33nlHa9as0ahRozy7gL3t0M05FhwcLEkKCgpSQkKC1+vmzA0JCSnwmjnHz77mue7vrQXG39WqVSvPsaysLJ04cULVq1cv1K7siogamKiDiTqYqIOJOpiog4k6mKiDiTqYqIOJOlCDHJW9Di63oQVHsvTprgz9etL7ZiVvLJJqBVrVLMymmHCbetX21RXVfC7cQktJZf98yEEdTNTBRB1MFb0O5Towzo+Pj49CQkKUnp4u6a+gNS4uTs2aNcs19+/9hWvVqqUdO3YoLS0tz8Ps4uLiZLVaVa1aNQUFBSk8PNxz/t/FxcWpTp06ee7vbd7Z9y9IQdvHfX19z3t7eUVDDUzUwUQdTNTBRB1M1MFEHUzUwUQdTNTBRB2oQY7KVIfETLc2ncrWymOZ+mZ/uvannDsoblPFR5dX9VXnmr66rKqvagfZ5GM992/NlleV6fOhINTBRB1M1MFUUetQbgPjXbt26Z///KeuuOIKPfbYY7nGEhISlJiY6AmHW7ZsKUnatm2bOnfunGvu1q1bZbFYPHNatGihpUuXatu2berQoYNnnmEY2r59uxo2bOgJklu0aKH169fL4XDk+uQ4ePCgUlJSPA/Eq1evnoKDg7Vt27Y8ryPnWKtWrYpVDwAAAAAACpLlMrT4iENr47L028ks7UjM1unMgtstni3U16KV10epXki5jRIAAIVQbh9NGh0drZMnT+r777/P1S/EMAy9++67kqTrrrtOkhQTE6N69epp3rx5SkpK8sw9dOiQli9frs6dOys8PFyS1LNnT9ntdn355Ze5eg//8MMPOnnypAYMGOA51rdvX2VlZWnGjBm51jZt2jRJ8sy12+3q1auXNm/erM2bN3vmORwOzZo1S5GRkerUqVNJlAUAAAAAgDx+OZ6ptt+c0D+WJmjS1lStPpF1XmGxJH3UJYKwGAAqgXL7X3p/f389/vjjGjdunO655x7ddNNNCgoK0vLly/Xbb7+pb9++6t27t2f+k08+qTFjxuiee+7RrbfeqszMTE2fPl1+fn4aNWqUZ17NmjU1fPhwTZ48WaNGjVLPnj116NAhzZw5UzExMbrppps8c3v37q25c+fq/fff17FjxxQTE6PVq1dr6dKluvXWW3O1vxgxYoRWrFihMWPGaOjQoYqIiNC8efO0b98+jR8/Xn5+fqVTOAAAAABApWEYht7fnqZ/rk+S6/zyYY8QH4vGtw9T37oBJbs4AECZVG4DY0nq37+/qlWrpqlTp2ratGlyuVyqV6+exo4dmyvYlaQOHTpo0qRJ+uijj/TOO+8oICBAbdq00YMPPqh69erlmjtixAhFRkZq1qxZevXVVxUZGamBAwdq5MiRuVpPWCwWvf7665o8ebIWL16s77//XrVq1dKjjz6a54F8VatW1ZQpU/Tuu+9q5syZcjqdatSokSZOnKirrrrqwhUJAAAAAFAp/R6fpWfXJWn1iazzPreOv1u3NwlSp1pBalfNR0E+5fYXlAEA56lcBMb33Xef7rvvPq9jHTp0yNVruCDt2rVTu3btCjX35ptv1s0333zOeQEBARo9erRGjx59zrm1a9fWSy+9VKj7AwAAAABwvlKz3Zp/0KEZe9P1c2zmeZ0bbLfoqhq+uqWej1opTvWjq8nfn9+GBYDKplwExgAAAAAAwDvDMLQ2Lktf7E7XnP0ZSnWeu/eEj1XqVtNPzcJ91CDUplaRPrqsqq98rBY5HA4dPlwKCwcAlEkExgAAAAAAlENJWW59uiNNX+xO155kZ6HOsUh6vE2Inrk0RDar5cIuEABQLhEYAwAAAABQzvxyPFP3/Jyg4xnuQp9TK9Cqt6+KUM86/ueeDACotAiMAQAAAAAoJ9yGobe2pOo/G5PlPnfnCUlSoN2iR1oF6+GWwQq08/A6AEDBCIwBAAAAACgHTme6df/K01p02FGo+TERdg1pHKjbGgWqWoDtAq8OAFBREBgDAAAAAFDGbU3I1pCfTulwqqvAeeG+Fg1qFKjbmwSqTRXfUlodAKAiITAGAAAAAKAMS3C4dOuP8TqWnn+/4o7VfXVf8yD1qxsgfzsPswMAFB2BMQAAAAAAZdjEzan5hsVWi/Rc21A90ipYVgtBMQCg+AiMAQAAAAAoow6nOjV5R6rXseoBVn3cLVJX1/Ar5VUBACoyAmMAAAAAAMqo//6RokwvbYvbVfPRlz2qqHogD7MDAJQs68VeAAAAAAAAyGtnYrb+tyc9z3GrRXrn6gjCYgDABUFgDAAAAABAGTRpa6rcRt7jQxoH6pJwn9JfEACgUiAwBgAAAACgjEl3ujX3QEae43426elLQy7CigAAlQWBMQAAAAAAZcwPhxxKyc67vfiOJkGqG8zjiAAAFw6BMQAAAAAAZczMvXl7F0vS7U0CS3klAIDKhsAYAAAAAIAyJC7DpZ+OZuY53jTMrkur0LsYAHBhERgDAAAAAFCGfL0vQy4vD7sb3ChQFoul9BcEAKhUCIwBAAAAACgj4jJc+mB7qtexWxsFlPJqAACVEYExAAAAAABlwOlMtwYuitehVFeesatq+Cqah90BAEoBgTEAAAAAABfZ8thMXfNdnLafdnodH9KYh90BAEoH/zwJAAAAAMBFkpTl1jNrk/S/Pen5zmlb1Ue3NSIwBgCUDgJjAAAAAABKmcttaMFhh55Zm6QjaXlbUORoEmbXzJ5VZLfysDsAQOkgMAYAAAAAoJTsSszWxM0pWnTEodOZRoFzo4NtmtOnqqoF2EppdQAAEBgDAAAAAHDBGYahj/5M0wu/JcmR/4Zij8ur+ujT7pGqHURYDAAoXQTGAAAAAABcQKccLo1ccVpLjmaec26Ij0X/bBuqey4Jko02FACAi4DAGAAAAACAC2TjySzduSyhwD7FOTrX8NV7nSNUN5gf1QEAFw//FwIAAAAAoIQ5nIYmbU3Rq5tSlOUueG64r0VPXhqqB2KCZLWwqxgAcHERGAMAAAAAUILWnsjU/StPa39KwbuKb20YoNsaB6pTdT8F2AmKAQBlA4ExAAAAAAAl5I/4LA1cdEoZLiPfOTUDrfqgc4S61vIvxZUBAFA4BMYAAAAAAJSAdKdbI1acLjAs7lzDV590i1S1AFsprgwAgMIjMAYAAAAAoAS88Fuydic5vY5ZJI1uGax/Xh4qu5X2EwCAsovAGAAAAACAYjAMQx/+mabJf6Z5HW8ebtd7nSN0WVXfUl4ZAADnj8AYAAAAAIDz5HQbWn4sUxtOZunrfRnalc/O4laRPvppQDX52thVDAAoHwiMAQAAAAA4D4sPO/TsuiTtSfYeEucIsFn0abcIwmIAQLlCYAwAAAAAQCHEO1x6eFWiFh52FGr++A6hahzmc4FXBQBAySIwBgAAAADgHDadytLtPyXoSJqrUPOfujREdzcLusCrAgCg5BEYAwAAAABQgLkHMnT/itPKcBnnnFvN36oPu0SoR23/UlgZAAAlj8AYAAAAAIB8fLU3XSNXnpb7HFnxJeF29avrrwdaBCsqwFY6iwMA4AIgMAYAAAAAwIvpe9L10Kr8w+IqflY92zZEdzQJ4sF2AIAKg8AYAAAAAIC/+WJ3mkatSlR+G4uvruGrqd0jVdWf3cQAgIqFwBgAAAAAgLN8scehJ9an5Ts+4pIgvXRFmHys7CoGAFQ8BMYAAAAAAJzxzTG7Xtmbf1j8ROsQ/V/bEFkshMUAgIqJwBgAAAAAAEkf78rQK3t98x0fe2mInrmUsBgAULERGAMAAAAAKjXDMPTmllT9e0N6vnOeuSxET10aWoqrAgDg4iAwBgAAAABUWqcz3Xpg5WktPOzId84/24bq8TYhpbgqAAAuHgJjAAAAAECl9NvJLA3/OUGHU135zvl3u1CNaUVYDACoPAiMAQAAAACVimEYen97ml74LUnZ7vzn/ad9qEa1JCwGAFQuBMYAAAAAgErjeLpLo1ad1o9HM/OdY5H08hVhuj8muPQWBgBAGUFgDAAAAACo8FxuQ9P3puv59clKyMx/W3Gkj6EPrw5Tr/qExQCAyonAGAAAAABQof1yPFNPrknU9tPOAuddFWXXc/WTdVmNqqW0MgAAyh4CYwAAAABAhfXdwQwNW5Ygl5H/HIukJy8N0ZhmPoo9mlxqawMAoCwiMAYAAAAAVEh/ns7W/StOFxgW1wiw6v3OEepe218Oh6P0FgcAQBlVLgLjrVu3asSIEXrrrbfUoUOHXGO///67pk6dqq1bt8rhcKhGjRrq3bu3hg8fLl9fX888p9Oprl27Kjs72+s91q1bl+vj+fPna8aMGTp06JCCgoLUvXt33X///QoNDc01z+Fw6LPPPtOiRYt08uRJVa9eXQMHDtSQIUNks9lyzT1+/Ljef/99rV+/XikpKWrSpImGDRumLl26FKc8AAAAAIC/Scx06x9LTynNmX9aPLB+gCZ2DFOkvy3fOQAAVDZlPjA+dOiQxo4dK5fLlWds48aNeuihh1SlShUNHTpUYWFhWrdunT7++GP98ccfeueddzyh7f79+5Wdna0BAwaoffv2Bd5z6tSpeu+999S+fXuNGjVKsbGxmjVrljZt2qSPP/5Y/v7+kiS3262nn35aq1ev1nXXXacWLVpo7dq1evvtt3Xo0CE9++yznmvGx8dr5MiRSk5O1qBBg1StWjXNmzdPTzzxhMaNG6e+ffuWYNUAAAAAoPI6lOrUnUsTtDc578+RktQo1KZ/tQvTgGh/WSyWUl4dAABlW5kOjJctW6YXX3xRycnee0i9+OKLCgoK0rRp0xQZGSlJuuWWW/TGG29o+vTpWrJkifr06SNJ2r17tySpT58+uuKKK/K954kTJzR58mR17NhRb7zxhqxWqySpadOmeuGFFzRr1izdeeedkqSffvpJv/76qx544AENHz5cknTjjTdq/PjxmjNnjq6//nq1bNlSkjRlyhQdO3ZMkydPVps2bSRJAwYM0PDhwzVx4kR17dpVAQEBxS0ZAAAAAFRqK49l6q5lCUrIdHsdv76evz7uFikfK0ExAADeWC/2AvLz6KOP6qmnnlKVKlXUu3fvPONHjx7V4cOH1a1bN09YnKN///6SzB3IOfbs2SNJatSoUYH3XbRokbKzs3Xbbbd5wmJJ6tu3r6KiojR//nzPse+//152u12DBg3KdY2cQDlnrsvl0sKFC9WyZUtPWCxJ/v7+Gjx4sBITE7Vq1aoC1wUAAAAAKNjWhGwN+vFUvmFxu2o+mtyVsBgAgIKU2cD4wIEDevDBB/X5558rOjo6z3j16tX19ddfa8SIEXnGTp06JUm5egjv3r1bYWFhqlq1qiQpPT3d6323bt0qSZ6dwTksFotiYmJ04MABpaameuY2aNBAQUFBueZGR0crNDRU27ZtkyTt27dP6enpea4pSS1atMh1XwAAAADA+ctwGhqxPEEZ+TzhrnqAVdO6V5GfjbAYAICClNmWFDNnzsz10Lq/s9vtXoNkSfr8888lSZdffrnn2O7duxUSEqLnnntOK1euVEZGhiIjI3XTTTfp7rvvlt1uliIuLk6BgYEKCQnJc92oqChJUmxsrKKjo5WcnKzWrVt7XUNUVJRiY2M915TMkLugawIAAAAAiuaF35L0Z6LT61izMLu+vCZStYJ4uB0AAOdSZgPjgsLignz00Uf67bffdMkll6h79+6SzB3HCQkJOn36tC699FL9+9//Vmpqqn744QdNmTJFe/bs0YQJEyRJqamp+fYSznnYncPh8OwyDgwMzHduRkaG55qSvF737Guei7c5WVlZud5WRtTARB1M1MFEHUzUwUQdTNTBRB1M1MFEHUzUofzXYGlslj76M83rWL86Ppp0ZYiCfVxyOLw/BC9Hea9DSaEOJupgog4m6mCiDqbyVoec/LGwymxgXBSTJ0/WlClTFBkZqZdfftnTg9hqterBBx9U7dq11atXL8/8AQMG6IknntDPP/+sX3/9VZ06dZJheP/1JUmeMYvFUuC8nLk59y/sNc8lNjZWLpf3b3BOnDhxzvMrOmpgog4m6mCiDibqYKIOJupgog4m6mCiDibqUD5r4HBJT2z0l7eOi82C3HouOkmnjyfp9HlcszzW4UKgDibqYKIOJupgog6m8lAHm82mhg0bntc5FSIwdjqdeuWVVzRv3jxFRUVp0qRJql27tmc8IiJCw4YN83ru4MGDtWLFCq1Zs0adOnVSUFCQEhISvM7N2eEbEhLi2Vmc385gh8Oh4OBgSfL0OPY29+xrnkutWrXyHMvKytKJEydUvXr1Iu/KLu+ogYk6mKiDiTqYqIOJOpiog4k6mKiDiTqYqEP5rsFrW9IVm5mR53iATZrcNUKNwgr/Y295rkNJog4m6mCiDibqYKIOpopeh3IfGKelpenpp5/W2rVr1aBBA7355puqWbNmoc+PjIz0XEcyQ9kdO3YoLS0tz8Ps4uLiZLVaVa1aNQUFBSk8PNzTn/jv4uLiVKdOHc81c455myd572/8dwVtH/f19T3v7eUVDTUwUQcTdTBRBxN1MFEHE3UwUQcTdTBRBxN1KH81OJDi1Dt/5g2LJWl8hzC1rh5cpOuWtzpcKNTBRB1M1MFEHUzUwVRR65D3d3bKkYyMDI0ZM0Zr167V5ZdfrilTpngNi+fMmaObb75ZP/74Y56x/fv3S5Lq1q0rSWrRooUkadu2bbnmGYah7du3q2HDhp4guUWLFtq3b1+encMHDx5USkqK54F49erVU3BwcJ5rnn2fVq1anddrBwAAAIDK7tl1SfLWlrh9NR8NbxaUdwAAAJxTuQ6MX3zxRW3evFmdO3fWW2+9lW9bhwYNGujw4cOaPn26nM6/npqbkZGhjz/+WL6+vurTp48kqWfPnrLb7fryyy9z9R7+4YcfdPLkSQ0YMMBzrG/fvsrKytKMGTNy3W/atGmS5Jlrt9vVq1cvbd68WZs3b/bMczgcmjVrliIjI9WpU6diVgMAAAAAKo9tCdlacChv2z+LpFevDJe1EM+JAQAAeZXblhR//PGHFi9eLF9fX3Xs2FE//fRTnjm1a9dW69at1aZNG1133XX67rvvNGLECPXt21cOh0Pz5s3TkSNH9Mwzz3h2JtesWVPDhw/X5MmTNWrUKPXs2VOHDh3SzJkzFRMTo5tuuslz/d69e2vu3Ll6//33dezYMcXExGj16tVaunSpbr31VjVr1swzd8SIEVqxYoXGjBmjoUOHKiIiQvPmzdO+ffs0fvx4+fn5XfiiAQAAAEAFMXVnmtfjw5sF6dKqFa+fJAAApaXcBsYrV66UZDaZnjBhgtc5ffv29bSFeO6559S8eXPNnj1bkyZNko+Pj5o3b66xY8fqiiuuyHXeiBEjFBkZqVmzZunVV19VZGSkBg4cqJEjR+bqS2KxWPT6669r8uTJWrx4sb7//nvVqlVLjz76qAYPHpzrmlWrVtWUKVP07rvvaubMmXI6nWrUqJEmTpyoq666qiRLAwAAAAAVWmq2WzP2puc5Hmi36Lm2536gOAAAyF+5CIzvu+8+3XfffbmOjRo1SqNGjSr0NSwWi2655RbdcssthZp/88036+abbz7nvICAAI0ePVqjR48+59zatWvrpZdeKtT9AQAAAADefbs/QynZRp7jtzQMUKS/7SKsCACAiqNc9zAGAAAAAFQuhmHo/9YleR27mwfdAQBQbATGAAAAAIBy4ZfjmWox67jX3cWXVfWhdzEAACWgXLSkAAAAAABUbgsOZeiuZQnKdnsfH87uYgAASgQ7jAEAAAAAZVpiplsPr0rMNywO9bHopgYBpbsoAAAqKAJjAAAAAECZ9sofyUrIzCctlvR4mxAF+/DjLQAAJYGWFAAAAACAMmtXYram/JnmdayKn1X/bh+q2xsHlvKqAACouAiMAQAAAABlUqbL0OOrE+XM+4w7NQq16deB1eVns5T+wgAAqMD4nR0AAAAAQJnjcBq6Y+kprTyelWfMxyrN7FmFsBgAgAuAHcYAAAAAgDIl02VoyE+ntCw20+v4fc2D1TjMp5RXBQBA5cAOYwAAAABAmWEYhh79NTHfsLh6gFVPtgkp5VUBAFB5EBgDAAAAAMqMd7al6n970r2Ohfpa9L9rqijcjx9lAQC4UGhJAQAAAAAoE5YcceiF35K9jkX4WTS7d1VdWtW3lFcFAEDlQmAMAAAAALjojqa5dN+K03IbecdCfCya17eaWkXStxgAgAuN3+MBAAAAAFxUTrehEcsTlJDpzjNmkTSlayRhMQAApYTAGAAAAABwUU3YlKJfT2R5Hft3u1D1qetfyisCAKDyIjAGAAAAAFw0S4449OofKV7Hbqjvr1Etg0t5RQAAVG4ExgAAAACAi+JAilP3Lk+Ql7bFig626a1OEbJYLKW+LgAAKjMCYwAAAABAqUt3uvWPpQlKzMobF9st0qfdIhXux4+sAACUNv7vCwAAAAAoVYZhaMwvidqakO11fFz7MF1ezbeUVwUAACQCYwAAAABAKfvwzzR9tS/D69gtDQP0QExQKa8IAADkIDAGAAAAAJSaVccz9dy6JK9jMRF2vdUpnL7FAABcRATGAAAAAIBSsflUlob+dEpOL0+5C/O16MseVRTkw4+pAABcTPyfGAAAAABwwe1JytZNi08p2ctD7iySJneJVINQe+kvDAAA5EJgDAAAAAC4oI6kOjVw0SnFO9xex5++LES96/qX8qoAAIA3BMYAAAAAgAvmZIZLNy4+pSNpLq/jN9T315NtQkp5VQAAID8ExgAAAACACyIl262bF5/S7iSn1/Eetfz0UZdIWXnIHQAAZQaBMQAAAACgxBmGoUd+SdTmhGyv41dE+erzHpHysxEWAwBQlhAYAwAAAABK3Oe70/XN/gyvYy0i7JrZs4qCfPiRFACAsob/OwMAAAAAStT209kauybR61jDEJtm96mqcD9+HAUAoCzi/9AAAAAAgBLjNgw9uPK0HF6ecRfhZ9G3faoqKsBW+gsDAACFQmAMAAAAACgxPxxy6I9T3vsWv3t1hOqH2Et5RQAA4HwQGAMAAAAASoRhGJqwKcXr2P0xQbo2OqCUVwQAAM4XgTEAAAAAoEQsPpKpTV52F9cJsunf7cIuwooAAMD5IjAGAAAAABSbYRia8Eey17HHWofIz2Yp5RUBAICiIDAGAAAAABTblB1p2hCfd3dxrUCrbm8SeBFWBAAAioLAGAAAAABQLKtPZOqZtUlex8a0YncxAADlCYExAAAAAKDIjqW7dNeyBDmNvGPVA6y6s2lQ6S8KAAAUGYExAAAAAKBI3IahB1aeVlyG2+v4m53CFWBndzEAAOUJgTEAAAAAoEg+3pGmn2MzvY6NvTRE/aIDSnlFAACguAiMAQAAAADnbU9Stp5fn+x1rE8dPz19aUgprwgAAJQEAmMAAAAAwHlxug3dv/K0Mlx5GxfXCrTqwy6RslpoRQEAQHlEYAwAAAAAOC9vbknVbyezvY69e3WEwv34URMAgPKK/4sDAAAAAArtj/gsvfK791YUI5oHqXtt/1JeEQAAKEkExgAAAACAQnE4zVYUzrydKNQ41K5/twst/UUBAIASRWAMAAAAACiU8RuTtSPRmee41SJ90CVCgXZ+xAQAoLzj/+YAAAAAgHNadTxT725L9Tr2WOsQtavmW8orAgAAFwKBMQAAAACgQMlZbj248rS8dKJQ60gfjW0TUuprAgAAFwaBMQAAAAAgX1kuQ3f/nKBDqa48Y3426cMuEfK1WS7CygAAwIVAYAwAAAAA8MrpNnTv8gQtOZrpdfy5tqFqHuFTyqsCAAAXEoExAAAAAMCr/1uXpHkHHV7HOlX31YMxwaW8IgAAcKERGAMAAAAA8th+Olsf/pnmdayKn1Xvd46QzUorCgAAKhoCYwAAAABAHpO2pno9Hupr0bd9qqheiL2UVwQAAEpDufg//NatWzVixAi99dZb6tChQ66x48eP6/3339f69euVkpKiJk2aaNiwYerSpUue62zevFkffvihduzYIcMwdNlll+mhhx5Sw4YN88ydP3++ZsyYoUOHDikoKEjdu3fX/fffr9DQ0FzzHA6HPvvsMy1atEgnT55U9erVNXDgQA0ZMkQ2m63IawUAAACAiyU2zaWv96XnOe5vk2b1rKI2VXwvwqoAAEBpKPM7jA8dOqSxY8fK5cr7RN74+HiNHDlSK1as0HXXXacxY8bI6XTqiSee0MKFC3PN3bBhgx544AGdOHFCw4YN01133aXt27frnnvu0YEDB3LNnTp1qsaNG6ewsDCNGjVKffv21dy5c/XAAw/I4firf5fb7dbTTz+tTz75RG3bttVjjz2mxo0b6+2339Z///vfIq8VAAAAAC6mD7anKtud9/idTYN0ZXW/0l8QAAAoNWV6h/GyZcv04osvKjk52ev4lClTdOzYMU2ePFlt2rSRJA0YMEDDhw/XxIkT1bVrVwUEBMgwDE2YMEGhoaH6+OOPFRYWJknq3r27br/9dr355pt68803JUknTpzQ5MmT1bFjR73xxhuyWs1MvWnTpnrhhRc0a9Ys3XnnnZKkn376Sb/++qseeOABDR8+XJJ04403avz48ZozZ46uv/56tWzZ8rzWCgAAAAAXi2EYmrM/Q297aUdhtUgPtuAhdwAAVHRldofxo48+qqeeekpVqlRR796984y7XC4tXLhQLVu29ASwkuTv76/BgwcrMTFRq1atkiRt375d+/fvV//+/T1hsSRFR0erW7duWrNmjeLj4yVJixYtUnZ2tm677TZPWCxJffv2VVRUlObPn+859v3338tut2vQoEG51pYTKOfMPZ+1AgAAAMDFkOqU7lqZomE/J3gdH1g/QPXpWwwAQIVXZgPjAwcO6MEHH9Tnn3+u6OjoPOP79u1Tenq6Zwfv2Vq0aCHJ7H189ltvc1u2bCm3263t27cXONdisSgmJkYHDhxQamqqZ26DBg0UFBSUa250dLRCQ0O1bdu2814rAAAAAJS2bLehJ//00+Kj2fnOGdWS3cUAAFQGZfafh2fOnClf3/wfpBAXFydJql69ep6xqKgoSVJsbKwks81EYefGxcUpMDBQISEhBc6Njo5WcnKyWrdu7XV9UVFRua5Z2PsDAAAAQGn79+/p+i3Jlu9491p+uqwqD7oDAKAyKLOBcUFhsSTPLl9vfX/9/f0lyfOAurS0NElSYGBgvnMzMjI8182vl/DZ1825v7dr5sw9+5qFXWtBvM3JysrK9bYyogYm6mCiDibqYKIOJupgog4m6mCiDibqYKrsdZi+z6Epu/L/eSQm3KZX2wUU6meW8q6yfy7koA4m6mCiDibqYKIOpvJWh5z8sbDKbGB8LoZhnHPMYrEUem5Ov+LCXregeTlzz/ea5xIbGyuXy+V1LGcXdWVGDUzUwUQdTNTBRB1M1MFEHUzUwUQdTNTBVBnr8PMpm57+01dS3p9HfC2GHm2YrYHVnTISUnTYe2vjCqkyfi54Qx1M1MFEHUzUwUQdTOWhDjabTQ0bNjyvc8ptYJzTN9jbv3LnHMtpK5GzC7igucHBwZ7rJiR4/07o7OsWdM2c42dfs7BrLUitWrXyHMvKytKJEydUvXr1c+7KrqiogYk6mKiDiTqYqIOJOpiog4k6mKiDiTqYKmsdlsZm6f92psjblpQAmzSnZ7jaRJbbHxmLpLJ+LvwddTBRBxN1MFEHE3UwVfQ6lNv/++eEpzn9gc/2957BZ89t1qzZOefu2LFDaWlpeR5mFxcXJ6vVqmrVqikoKEjh4eFe758zt06dOue91oIUtH3c19f3vLeXVzTUwEQdTNTBRB1M1MFEHUzUwUQdTNTBRB1MlakOf8Rn6Z5Vqcpyex+fdHWErqjlvf1eZVCZPhcKQh1M1MFEHUzUwUQdTBW1DtaLvYCiqlevnoKDg7Vt27Y8YznHWrVqJUlq2bJlruNn27p1qywWi2dOixYtvM41DEPbt29Xw4YNPUFyixYttG/fvjw7hw8ePKiUlBTPA/HOZ60AAAAAcCElOFy6Y1mCMlzeW+c93jpYtzSsvGExAACVXbkNjO12u3r16qXNmzdr8+bNnuMOh0OzZs1SZGSkOnXqJEmKiYlRvXr1NG/ePCUlJXnmHjp0SMuXL1fnzp0VHh4uSerZs6fsdru+/PLLXL2Hf/jhB508eVIDBgzwHOvbt6+ysrI0Y8aMXGubNm2aJHnmns9aAQAAAOBCcbkNjVhxWodTvT8b5Z6m/nqubWgprwoAAJQl5bYlhSSNGDFCK1as0JgxYzR06FBFRERo3rx52rdvn8aPHy8/Pz/P3CeffFJjxozRPffco1tvvVWZmZmaPn26/Pz8NGrUKM+8mjVravjw4Zo8ebJGjRqlnj176tChQ5o5c6ZiYmJ00003eeb27t1bc+fO1fvvv69jx44pJiZGq1ev1tKlS3Xrrbfman9xPmsFAAAAgAth4uYU/XQ00+vYDdWd+k/bwEI9kBsAAFRc5Towrlq1qqZMmaJ3331XM2fOlNPpVKNGjTRx4kRdddVVueZ26NBBkyZN0kcffaR33nlHAQEBatOmjR588EHVq1cv19wRI0YoMjJSs2bN0quvvqrIyEgNHDhQI0eOzNWXxGKx6PXXX9fkyZO1ePFiff/996pVq5YeffRRDR48uMhrBQAAAICStiUhW//9I8XrWKcou55unC4rYTEAAJVeuQiM77vvPt13331ex2rXrq2XXnqpUNdp166d2rVrV6i5N998s26++eZzzgsICNDo0aM1evToc849n7UCAAAAQEnJdht6cOVpOb20La4ZaNWHnULkiE8u/YUBAIAyp9z2MAYAAAAAFM4bm1O0JSE7z3GbRZraLVLVAvjREAAAmPiuAAAAAAAqsAMpTr26yXsrikdbheiK6jxPBQAA/IXAGAAAAAAqsNc3pSjbnfd483C7nrw0pPQXBAAAyjQCYwAAAACooA6mODV9T3qe4zaL9F7nCPnZeMgdAADIjcAYAAAAACqoiZtTvD7o7vYmgbqsqm/pLwgAAJR59ou9AAAAAABAyXK5Db27LVWf7cq7u9hukR5vTSsKAADgHYExAAAAAFQgx9NdGvLTKf0en+11fEjjQNUL4UdBAADgHd8lAAAAAEAFkekydPPieG077fQ6brNIj7dhdzEAAMjfBethnJqaeqEuDQAAAADw4tU/UvINiyXpH00CVZ/dxQAAoADFCowzMjI0c+ZM7d2713Pshx9+UM+ePdWzZ08NHjxYGzduLPYiAQAAAAAF23gyS29sScl3vFstP41rH1aKKwIAAOVRkQPjpKQk/eMf/9Abb7yhrVu3SpIOHjyocePGKSUlRYZh6MCBA3rkkUd05MiRElswAAAAACC3dKdbD646LZeRd8zHKn3eI1Kze1dRmO8F+yVTAABQQRT5u4Xp06fryJEjatasmZo0aSJJmjNnjtxut3r37q2ffvpJjzzyiDIzM/X555+X2IIBAAAAAH8xDEOP/pqoHYl5W1HYLdKSAdV0Xb0AWSyWi7A6AABQ3hQ5MF65cqXCwsL0wQcfKCYmRpK0atUqWSwWDRs2TMHBwRoyZIgaNGigdevWldiCAQAAAAB/mbozXTP3Zngde/LSELWp4lvKKwIAAOVZkQPj2NhYtW7dWgEBAZKkEydO6NChQ4qMjFSjRo088+rXr6/4+PjirxQAAAAAkMsf8Vl6am2i17E2VXz0WOuQ0l0QAAAo94rVwMpq/ev0nF3El112Wa456enpueYBAAAAAIov3enWiBWnleXOOxbqa9Gn3SLlY6UNBQAAOD9FTnJr1qypXbt2eT7OaUfRoUMHz7HU1FRt2bJFtWvXLt4qAQAAAAC5vLA+WbuT8vYtlqT3r45Qw1B7Ka8IAABUBEX+DqJDhw6aMWOGnn/+edWuXVsrVqyQ3W5X165dJUmbN2/WpEmTlJGRoc6dO5fYggEAAACgspu9P12Td6R5HXu0VbD61wso5RUBAICKosiB8bBhw/Tzzz9r0aJFnmP33nuvwsPDJUlPPfWUEhIS1LRpU91xxx3FXigAAAAAVHbpTrf+uT5ZH+cTFl9e1UfPtg0t5VUBAICKpMiBcXh4uKZNm6Zvv/1WJ0+eVLt27dS9e3fPePv27VWjRg0NGzZMgYGBJbJYAAAAAKisslyGbl58SqtPZHkdD7Rb9GGXCPoWAwCAYilWU6vQ0FANGzbM69i4ceOKc2kAAAAAwFnmH8zINyyWpPHtw9Q4zKcUVwQAACqiEnkKQkZGhrZs2aLjx4+revXquuKKK3To0CFFR0eXxOUBAAAAoNL7+VhmvmN3Ng3U8Gb8ZicAACi+YgXGLpdLH374oWbNmiWHwyFJ6tOnj6644gqNHz9eqampmjBhgurUqVMiiwUAAACAymp9nPfdxW91CtedTQNlsdCKAgAAFJ+1qCe63W49+eSTmjZtmhwOh+rVqyfDMDzjSUlJ2rt3r+6//34lJiaWxFoBAAAAoFJKynJrR6Izz/Gra/jqrmZBhMUAAKDEFDkwnjdvnn755Rc1b95cX3/9tWbOnJlrfMqUKbrqqqsUHx+vWbNmFXuhAAAAAFBZbTiZJcPL8evrBZT6WgAAQMVW5MB4/vz5CggI0Ouvv+615URISIheeuklBQcHa8WKFcVaJAAAAABUZuvyaUfRIcq3lFcCAAAquiIHxnv37tVll12myMjIfOf4+/urdevWOnbsWFFvAwAAAACV3vqTeQPjAJtFLSJ9LsJqAABARVbkwNjlchWqT5bb7ZbTmbfXFgAAAADg3NyG4TUwvqyqj3ys9C4GAAAlq8iBce3atbVjxw5lZXn/1ShJyszM1I4dO1S7du2i3gYAAAAAKrVdSU4lZ+XtYEw7CgAAcCEUOTDu3r27Tp06pbfeekuG4e3xC9K7776rxMREXX311UVeIAAAAABUZvn1L25fjcAYAACUPHtRTxw6dKgWLFigb775Rps3b1a7du0kSbGxsZoxY4aWL1+u33//XVWqVNHQoUNLbMEAAAAAUFlkugx9tTfd6xg7jAEAwIVQ5MA4ODhY77zzjsaOHatdu3Zp9+7dkqQtW7Zoy5YtMgxDtWvX1oQJExQeHl5S6wUAAACASiEt2607liZo5fG8O4zrh9hULcB2EVYFAAAquiIHxpJUp04dffHFF1qxYoXWrVunY8eOye12q1q1amrXrp169uwpu71YtwAAAACASudgilP/WJqgLQnZXsevruFXyisCAACVRbHTXKvVqm7duqlbt24lsBwAAAAAqNxWHsvUXcsSlJDp9joebLdoVMvgUl4VAACoLEp8+69hGFq+fLmOHz+uFi1aqFWrViV9CwAAAACokLYkZGvQj6eU4fL+YPEwX4u+7lVVzcJ9SnllAACgsihWYPzLL7/ogw8+0IgRI9SlSxdJ0qOPPqo1a9Z45tx0000aO3Zs8VYJAAAAABVcpsvQyBUJ+YbF1fyt+rZPVbWKJCwGAAAXjrWoJ27btk1PPPGEdu/erWPHjkmSli1bptWrV8vHx0edO3dWWFiYvv32Wy1btqzEFgwAAAAAFdFLG5O1/bTT61jzcLsW969GWAwAAC64IgfG06dPl9vt1gMPPKCbbrpJkvTjjz/KYrHokUce0auvvqopU6bIZrNp7ty5JbZgAAAAAKhoVhzL1NtbU72ODYj2148DqqlBKA8UBwAAF16Rv+PYtGmTGjVqpLvuukuS5Ha7tXbtWlksFvXq1UuSVLduXbVp00Z//vlnyawWAAAAACqYP09n646lp+StEUXLSB990i1SvjZLqa8LAABUTkXeYXz69GnVr1/f8/Gff/6p1NRUNWrUSKGhoZ7jYWFhSklJKdYiAQAAAKAiOpLq1C2LTykpK29c7GuVPuwcQVgMAABKVZED49DQUKWm/vUrU2vXrpUktW3bNte848ePKzg4uKi3AQAAAIAKKTXbrUFLTulousvr+HNtQ9WCnsUAAKCUFTkwjo6O1qZNmxQfHy+n06nFixfLYrGoU6dOnjkbN27U9u3b1bRp0xJZLAAAAABUBG7D0IMrT+f7kLsb6vvr4ZZsvAEAAKWvyD2MBwwYoN9//11Dhw5VSEiIjhw5olq1aql9+/aSpP/+97/6/vvvZbFYdMMNN5TYggEAAACgPMt2G3pydaLmHXR4Hb+qhq8+7Bwpq4VWFAAAoPQVKzDetWuXZs2apaSkJEVERGjcuHGy2WySpPXr1yszM1P33Xef5yF4AAAAAFBZGYah2fsz9J+Nydqf4r0NRUy4XV/2qCJ/O2ExAAC4OIocGEvSY489pjvuuEMnT55Uo0aN5Ofn5xm7//771aRJE9WrV6/YiwQAAACA8ize4dIjvyRq/iHvu4olKdLPqv/1rKJwvyJ3DgQAACi2YgXGklStWjVVq1Ytz/GePXsW99IAAAAAUO6tPJape5YnKC7Dne8cm0Wa2j1S9UOK/SMaAABAsRT7uxHDMHT69GllZ2fLMAzPcbfbraysLCUkJGjVqlUaPXp0cW8FAAAAAOXKkiMO3b70lDK9d6CQJFkkvXZluLrU9Mt/EgAAQCkpVmD84YcfaubMmUpPTz/nXAJjAAAAAJXJwsMZunNpgrLy31ismAi7Xmwfpu61/UtvYQAAAAUocmC8YMECffLJJ56PLRaLDMOQ1WqV2/3Xd0RVqlRRjx49irdKAAAAACgnUrLdGrchWVP+TJORz5wqfla9fEWYbmkYIKuFB9wBAICyo8hPU/juu+9ksVj08MMP6+eff9bjjz8uq9WqefPmaenSpRo/frwiIiLkdDo1fPjwklwzAAAAAJRJ6+Oy1GlOnCYXEBb3qeOn1TdGaVCjQMJiAABQ5hQ5MN6zZ4/q1q2rO+64QwEBAWrZsqXcbrc2btyooKAg9erVSy+99JKSkpL05ZdfluSaAQAAAKBMMQxDH21P1bU/nNTh1PwbFt/ZNFDTe1ZRVICtFFcHAABQeEUOjNPS0tSwYUPPx/Xr15ck7dq1y3Osbdu2atSokX799deirxAAAAAAyjC3YeiRXxM1dm2SsgvoV3x3syC92SmcXcUAAKBMK3JgHBgYKKfT6fk4ICBA4eHhOnjwYK550dHROn78eNFXCAAAAABllGEYeuzXRH22K/8HgfvbpPHtQ/V6xzDCYgAAUOYV+aF30dHR2rFjh1wul2w2W65jZ0tOTpZh5Ne9q3hiY2M1cODAAufUrFlTc+fOlSTdcMMNOnbsmNd5c+bMUa1atTwfr1y5UlOnTtW+fftkt9vVsWNHPfTQQ6pevXqu81wul2bOnKk5c+bo2LFjioyMVJ8+fXT33XfL3z/3k44TExM1efJkrVy5UqdPn1bdunV122236frrry/CqwcAAABwMbnchp5em6SpBYTFV9Xw1aSrItQwtMg/egEAAJSqIn/XctVVV+mjjz7S008/rYcfflj16tVTq1attGXLFn399de65ZZbtGnTJv3++++qV69eSa7ZIyIiQv/+97+9ji1cuFCrV69W9+7dJUmpqak6duyYrrrqKvXu3dvrtc4+94UXXtAll1yikSNHKjk5WdOnT9fGjRs1bdo0RUZGeuZOmDBBs2fPVo8ePTR48GDt3LlTn332mXbs2KG33npLljM7CDIyMjRq1Cjt3btXt9xyi+rXr68lS5Zo/PjxOnXqFA8GBAAAAMqReIdL9y0/raWxmfnOebJNiJ6+NEQ2K7uKAQBA+VHkwHjQoEGaN2+eVq5cKafTqTfeeEM33nijpk+frtdee01TpkxRYmKiJKlHjx4ltd5cAgIC1K9fvzzHd+3apQ0bNujSSy/Vww8/LEnavXu3JKlr165ez8mRkZGhiRMnqlGjRvroo4/k5+cnSWrfvr1GjhypyZMn66mnnpIkbd26VbNnz9bAgQP17LPPeq5RvXp1ffjhh1qyZIl69eolSZo1a5Z27typcePGqW/fvpKkgQMHasyYMZoyZYquvfbaPLuXAQAAAJQ96+IyNXzZaR1N9/5wOz+b9Gm3SF0bHVDKKwMAACi+IvcwDgkJ0eTJk9W7d2/PDuK6devq8ccfl9Vq1enTp2UYhmJiYnTHHXeU2ILPxe126z//+Y8k6Z///KfsdjMT37NnjyTlelCfN6tWrVJiYqJuvvlmT1gsSZdddplat26thQsXKjs7W5L0/fffS5KGDh2a6xpDhw6Vj4+P5s+f7zm2YMECVa1aVX369PEcs1qt+sc//qHs7GwtXLiwqC8ZAAAAQClwug29uTlF1y6Izzcs9rVKX/SoQlgMAADKrWI10oqKitK4ceNyHbvlllvUuXNnbd68WREREWrbtq2s1iLn0udt/vz52rlzp+6++27VrVvXczxnh3GjRo0kSenp6QoICPC0jMixdetWSVKrVq3yXLtFixbavHmzDhw4oCZNmmjr1q0KDg5W/fr1c80LCAhQw4YNtW3bNklmO4wDBw6oc+fOee7XokULSfLMBQAAAFB2GIahFcey9MXuNC064lByVv7PZ/GxSlO7R6pXHf985wAAAJR1RQqMd+3apZSUFF1++eV5xnbs2KHPP/9cQ4YMUcuWLYu9wPPhdDr10UcfKTQ0VHfeeWeusd27dys4OFhvv/22lixZopSUFIWEhKhfv3566KGHFBBg7gCIi4uTZIbhf5dzLDY2Vk2aNFFcXFy+bSSioqK0c+dOpaamKi4uToZheJ0bHBysoKAgxcbGFuu1AwAAACg5hmFo4WGHXt2Uoo3x2eecXzvQpk+7R6hDlN855wIAAJRl5xUYG4ahiRMn6uuvv1bXrl29BsYbNmzQkiVL9NNPP2nQoEF67LHHSmyx57JkyRLFxcVpxIgRCgwM9Bx3u93au3evHA6HTp06pWeeeUYul0s///yzZs2ape3bt+vDDz+Uj4+PUlNTJSnX+Tn8/c2dAhkZGZLMncO1a9f2upaz5xZ0TUny8/PzXLMgDocjz7GsrKxcbysjamCiDibqYKIOJupgog4m6mCiDibqYKIOpr/XITXb0JPrUzX7YOHq0rWGj97tGKyq/obX79nLAz4XTNTBRB1M1MFEHUzUwUQdTOWtDjk5ZWGdV2D82muv6ZtvvpFhGHI6nV7nNGzYUK1atdKWLVs0a9Ys2Ww2jRkz5rwWVVRfffWV/Pz8NGjQoFzHs7KyPCHyzTff7Dnep08fvfbaa5o1a5bmzp2rW265pcDrG4b562c5LTZyPi5o7t9bUOSnMG07YmNj5XJ575V24sSJQt2nIqMGJupgog4m6mCiDibqYKIOJupgog4m6mA6fvyE1iVZNWGPrw45zv39uUWG7q3r1D3R6co4maTDpbDGC43PBRN1MFEHE3UwUQcTdTBRB1N5qIPNZjvnM93+rtCB8ebNm/X1118rMDBQ48aNU+fOnb3O69ixozp27KiFCxdq/PjxmjFjhvr06aNLLrnkvBZ2vuLi4rR161Z17dpVYWFhucb8/f3zffDekCFDNGvWLK1Zs0a33HKLZxeww+GQr69vrrmZmZmSzAf+SeaO4fx2EOQcDwkJyXXN/ObWqlXrnK/R25ysrCydOHFC1atXz7PeyoIamKiDiTqYqIOJOpiog4k6mKiDiTqYqIMpKytL3+08qXcOB+rPJHehzqkdaNWr7YPUo1bFqBufCybqYKIOJupgog4m6mCiDqaKXodCB8azZ8+WxWLRP//5z3zD4rP17dtXmZmZeumllzR79mw988wzxVrouaxYsUKGYahXr17ndV5kZKQk8yF40l+hbFxcnEJDQ3PNzflXg5xexrVq1cq393BcXJzCw8Pl5+enmjVrymKxePojny01NVXp6eleeyb/XUHbx319fc97e3lFQw1M1MFEHUzUwUQdTNTBRB1M1MFEHUyVvQ5zD2Vq9FY/uVRwWFzN36qbGwaoTx1/XVXDT762wv02YXlS2T8XclAHE3UwUQcTdTBRBxN1MFXUOpz796zO2LRpk2rUqKEePXoU+uLXXXedqlSpog0bNhRpcedjw4YNslgs6tixY56xX375Rbfeequ+/PLLPGP79++XJNWtW1eS1KJFC0nStm3b8szdtm2bgoODPdu4W7ZsqeTkZB05ciTXvPT0dO3bt0+tW7eWJAUFBal+/fravn17nmtu3bpVkjxzAQAAAJSe4+kuPbkuTS7lH/6G+1r02pVh2nxrDb1yRbi61/avkGExAACAdB6B8cmTJ9WgQYPzu7jVqpiYGK87a0van3/+qejoaAUHB+cZa9iwoY4cOaKvvvpKaWlpnuNOp1Pvv/++JKl///6SpKuvvlqhoaGaNWtWrsbVv//+u7Zs2aL+/ft7+hL37dtXkvT555/nut/06dPldDo915Skfv366cSJE1q0aJHnmNvt1pdffilfX1/17t27uCUAAAAAcJ6eXpuk5Oz8n03SvpqPVtwQpXubByvATkgMAAAqvkK3pPDx8ZHNZjv/G9jtcrsL1wesqLKzsxUbG6srr7zS63jNmjV177336sMPP9SwYcM0cOBASdKiRYu0Y8cODR8+3LPD19/fX4888ojGjRunESNG6Prrr1dCQoL+97//qVatWho+fLjnuq1bt9aAAQM0e/ZsJScn68orr9S2bds0d+5cde7cWd26dfPMve222/TDDz9o3Lhx2rlzp6Kjo/Xjjz9q/fr1Gj16tKpWrXrB6gMAAAAgr2m70jTnQIbXsTBfix5tFaKHWgbLx0pQDAAAKo9CB8ZRUVH59ustyNGjR/M8hK6kJSYmSvrrYXTe3HPPPYqOjtb06dP1wQcfyGq1qlGjRho/fnye3b0DBgxQQECAPvvsM73xxhsKCQlRly5d9OCDD3p6Hud49tlnVadOHX333XdasWKFoqKidPfdd+uuu+7y7ESWzCD6gw8+0HvvvacFCxYoLS1N9erV07/+9S9de+21JVcMAAAAAAU6nenWK78n68M/07yOt4700Y8DqsmPthMAAKASKnRgHBMTox9++EEHDhxQ/fr1C3XOoUOHtGvXrnx3/paUatWqad26deec16tXr0I/FO+aa67RNddcc855drtdd999t+6+++5zzo2IiND//d//Fer+AAAAAErWymOZ+ujPVC067FBWPr8EGe5r0de9qxAWAwCASqvQPYz79esnt9utt956q1AtJgzD0MSJE2WxWNSlS5diLRIAAAAAiio2zaVhyxJ03cJ4fXcw/7BYksZ3CFNUwPm34gMAAKgoCh0Yt2/fXu3atdPq1av17LPPFvggu5MnT+qpp57S6tWrFR0dreuuu65EFgsAAAAAhZGU5dZ721I1cFG8Lv36eL69is92S31f3d44sBRWBwAAUHYVuiWFJP3rX//SsGHD9PPPP+vXX39V27Zt1apVK1WpUkXZ2dk6ffq0Nm3apE2bNik7O1uhoaF6/fXX5evre6HWDwAAAAC5LDiUoTG/JOqko3AP3/a3SSPrZmnsFZG5nkMCAABQGZ1XYFytWjV98cUXev7557Vu3TqtXr1aa9asyTXHMAxJUufOnTV27FhFRUWV3GoBAAAAIB/bErL1xpYUfb3v3LuJc3Sv5afxlwXINylWNithMQAAwHkFxpL54LZJkyZp586dWrBggfbv36+4uDjZ7XZVq1ZNMTEx6tGjhxo1anQh1gsAAAAAHm7D0OIjDr2/LU3Lj2UW6pwwX4tGNA/WkEaBahRml8Ph0OGkC7xQAACAcuK8A+MczZo1U7NmzUpyLQAAAABQKKnZbv1vd7o+2J6qfSmuQp83uFGA/tOeB9sBAADkp8iBMQAAAACUpr1JTi2LdWj9ySz9cNih5CyjUOe1iLDrxgaBGlDPX5eE+1zgVQIAAJRvBMYAAAAAyrQjqU79c32yZh8ofG9iSQr1sejlK8I0tHEgD7MDAAAoJAJjAAAAAGXSn6ez9cXudH26M03pzsLtJpakQLtFQxsH6tHWIaodROsJAACA80FgDAAAAKDMSMpy69t9GfpyT5p+O5l9XufWCbJpZPMg3dE0SOF+1gu0QgAAgIqNwBgAAADAReU2DK06nqUvdqfpuwMOZbgKv5tYkq6I8tUDMcEaUM9fdiutJwAAAIqDwBgAAABAqTIMQ7Hpbm2Mz9LPsZmafzBDJzLc53WNJmF2daruqzubBunyar4XaKUAAACVD4ExAAAAgAvuaJpLy2MdWn4sUyuOZepY+vkFxJJkkXR7k0A9dWmI6gbzowwAAMCFwHdZAAAAAErU6Uy3Vh7L1PbT2dqX7NTvp7K1O8lZ5Ov526Tr6wfowZhgXVqV3cQAAAAXEoExAAAAgGJxOA1tiM/SsqOZWhbr0Mb4bJ1fF2LvLq/qo380CdJNDQMU5stD7AAAAEoDgTEAAACAQnEbhvYnu7QlIVubE7K05VS2diY5dTjVVSIBsSRV9bfqtkaBur1JoJpH+JTQVQEAAFBYBMYAAAAA8jiZ4dLG+Gz9cSpLe5Kc2p/i1M5Ep1KySyoa/ktVf6uujfbXgOgAda/tJx+rpcTvAQAAgMIhMAYAAACgpCy3ZuxJ18pjmfrjVLaOpLku2L0ah9rVtZafrojy1WVVfdQo1C6rhZAYAACgLCAwBgAAACqxpGzpf5vT9fHuBCVnlfzuYT+b1CDErtaRPupay09da/qpTjA/hgAAAJRVfKcGAAAAVDJuw9CuJKe+2JGmT3YFKN2VUWLXDrJbdHVNP/Wo5adutfzUONQuGy0mAAAAyg0CYwAAAKCCy3QZWhuXpRWxmVpxLFNbErKV4crZTVz0MDfUx6IWkT5qFmZXozC7Lqvqqw7VfOVrIyAGAAAorwiMAQAAgAoi02XoWLpLsWkuHUhxak+yU7/HZ2vNiayzAuLz52eTGobY1SDUrphwH7Wq4qPWkT6qF2Kj9zAAAEAFQ2AMAAAAlCPxDpdOpLsV73BrR2K2NsZnaUeiU7FpLp10uEvkHm2q+KhdNfOBdJdV8VWzcLvstJUAAACoFAiMAQAAgDLI5TZ0PMOtrQnZ+j0+S3+cytYf8Vk6nlEyobA3fer46clLQ9Wumu8FuwcAAADKNgJjAAAA4CIyDENxGW7tT3Fq06lsrT6Rpd/js3Q0zSVn0btInJd+dXz01GXhurQqQTEAAEBlR2AMAAAAXGCGYSgl29DxdJd2JTn1x6lsbUvI1oEUpw6kuIrVX/h8Bdst6lTDV5dV9VWjIEM1s06qfeMq8vcnLAYAAACBMQAAAFAsCQ6XEjLdOp1paG+yUzsSs3UgxaVj6S6dyHApJctQqtOtTNfFWV+Ij0UtI33UrZafutb00+XVfOVzph+xw+HQ4cOlF1YDAACg7CMwBgAAAM5TutOt/+1O1+Q/07QzyXlR12KR1DTMriZhdtUKsql2kE21Am2qFWRT41C7ogKsslh4YB0AAAAKh8AYAAAAOAfDMB9A99vJLC067NCCQw4lZF64h895E2CzqHUVH11axUfNwn1U1d+qqACrYiJ8FOprLdW1AAAAoOIiMAYAAEClYhiGYtNd2pFq0YHj2UqXoaQst0453IpNd+lYmkupTkMZOX9chk453KUWEFsktYg0g+HoYJvqBtvVOtJHzcLtslvZKQwAAIALi8AYAAAAlcKOxGzN2puub/Zl6GCqS1KApOSLtp4gu0WXhNvVINSu+iF21Q+xqX6IXS0jfBTux45hAAAAXBwExgAAAKjQTqS79M/1SZq1L6PU7hnqY1GdIJtqBtkU4WdVsN2icD+ragTaVDPQpubhdjUKtcvGjmEAAACUMQTGAAAAqFDiHS4tO5qp9SeztDvJqZ9jM2VcwPtdVtVH19ULUJ0gm6r5W9Us3Ec1A3nQHAAAAMonAmMAAACUW2nZbm1NyNamU9nadObttoTsCxoQS1LtQJv61PXXLQ0D1LG6L+EwAAAAKgwCYwAAAJQb8Q6X5uzP0Lq4LG06la1dSc4SDYctkqICrIrwsyrAblGAzaIAu0WBdovqBdvVItJHbar4qHm4nZAYAAAAFRKBMQAAAMokp9vQjkSn/jydrcNpLv0Rn6UfDjuU7S7edf1sUq9avmrjl6ImNauqWrCfwnytCve1KCrAJl8bQTAAAAAqLwJjAAAAXFSGYehgqktrTmRpY3yWDqe6FJvu0q5EpzJcJdtc4uYGARrfIUwR1mwdPpyounV85e/vV6L3AAAAAMozAmMAAABcEIZhKCnLUEKmW/EOl+Iy3DqW7lJsmktHz7yNTXPpWLq7xIPhHFEBVjUIseuScLtuaxyojtXNcNjhyL4g9wMAAADKOwJjAAAAlBiH09C4jUn67qBDx9Jccl7op8/9TaNQm1pH+qpjdV/1rOOvhqF8uwsAAACcD76DBgAAQIl5ck2iPt+dXir3ah5uV5sqPmpTxVetq/ioVaSPQn2tpXJvAAAAoKIiMAYAAECJSHe6NWPvhQuLrRapYYhdN9T31z+aBKkBu4cBAACAEsd32QAAACgRm09lK9td/OtEBVhVO8im2oE2tario7ZVfdU0zK5aQTb5WC3FvwEAAACAfBEYAwAAoERsjC/8g+SC7BbVCrKpVqDtzFurmkf46MooX9UJ5ltUAAAA4GLhu3EAAACUiN/js/Ics1qk/7QPUzV/q6r6W1Uz0KaagTaF+VpksbBbGAAAAChrCIwBAABQIjZ6CYwvCbProRbBF2E1AAAAAIqCx0gDAACg2BIz3dqb7Mpz/LJqvhdhNQAAAACKisAYAAAAxfbHqby7iyWpbVWfUl4JAAAAgOIgMAYAAECx5ffAu7ZV2WEMAAAAlCcExgAAACi2jSfz7jD2tUotIthhDAAAAJQnPPQOAAAA580wDMVluJWY5VZylqH5hxx55rSM9JGvzXIRVgcAAACgqAiMAQAAkK8Eh0tr47K04WS2jmW4dDrTraNpLu1JcirNaRR4Lu0oAAAAgPKHwBgAAKCSMQzpdKZbR5Kz9Gditg6kOJXgcOt0llunMw0lZprvJ2a6lZJdcChckMt44B0AAABQ7lSIwHjcuHGaP3++17Hnn39eAwYMkCTt3btX77//vrZs2aLMzEzFxMRo5MiRatOmTZ7zVq5cqalTp2rfvn2y2+3q2LGjHnroIVWvXj3XPJfLpZkzZ2rOnDk6duyYIiMj1adPH919993y9/fPNTcxMVGTJ0/WypUrdfr0adWtW1e33Xabrr/++hKqBAAAgHd7krL12a50LTqUoYOpAcp0n77g97y8GjuMAQAAgPKmQgTGu3fvVu3atXXfffflGWvdurUkaf/+/brvvvvk5+enQYMGKSgoSF999ZUeeOABvfPOO2rbtq3nnIULF+qFF17QJZdcopEjRyo5OVnTp0/Xxo0bNW3aNEVGRnrmTpgwQbNnz1aPHj00ePBg7dy5U5999pl27Niht956SxaL2bcvIyNDo0aN0t69e3XLLbeofv36WrJkicaPH69Tp05p+PDhF7hKAACgonO5DR1Oc2lfslOJmW4lZRnamZSt9XFZ2hCffdbMC99X+NIqPmoWViG+1QQAAAAqlXL/XbzT6dT+/fvVvXt39evXL995b775prKysjRt2jTVrl1bktS3b1/ddttt+u9//6uZM2dKMoPdiRMnqlGjRvroo4/k5+cnSWrfvr1GjhypyZMn66mnnpIkbd26VbNnz9bAgQP17LPPeu5VvXp1ffjhh1qyZIl69eolSZo1a5Z27typcePGqW/fvpKkgQMHasyYMZoyZYquvfbaPLuXAQAAvEnMdOuX45k6lOpSbLoZEO9NdmpfslNZ7ou7NqtF6lbTT5OujvD8wzkAAACA8qPcB8YHDx5UVlaWGjVqlO+cU6dOafXq1erVq5cnLJak8PBwXX/9/7d352FRle8bwO8ZBhhWEZBNFBO3hMi0RXP/+c1dc8u9FFBz11yyzTUrK83UXFFTS02z0tyw1DQzTVMLERdQQQUFBREGGJjt98frjE6ASzFzYOb+XFeXOvMyPt6958w5z5x5T1esWbMG8fHxCA8Px2+//Ybs7Gy8/vrrpmYxADzzzDOIiIhAbGwsJkyYAEdHR+zcuRMA0L9/f7O/r3///li9ejV27Nhhahjv2rULvr6+aNeunWmcXC7HwIED8ccffyA2NhaDBg0qk0yIiIjIthgMBtwpMiApR4tNSfn4KjEPap3163BxkMFHKYe3sxw1PRWoVUmBIFcHeDrJUNlZjuruDgh2U8BFwUYxEREREVFFVeEbxomJiQBgahir1Wo4OjrCwcHBNObMmTMAgPDw8GI/b3zszJkzCA8PR3x8PADgqaeeKjY2LCwMcXFxSE5ORu3atREfHw93d3fUqFHDbJyLiwtq1qxp+ntVKhWSk5PRvHnzYlfahIWFmdVIRERE9kerN+BIehHOZWuQnKtDWp4Ot9Q6ZKr1yCzUI1Oth/bf33vukTjJgcrOctN/lZyMv5ehlqcjGvs7oZ6XAnJeNUxEREREZNNspmF8+PBhfPrpp7hx4wYcHR3RpEkTjB8/HsHBwcjIyACAEpd88PPzAwCkpqYCgGms8fGSxqalpaF27drIyMgodRkJPz8/nD9/HiqVChkZGTAYDCWOdXd3h5ubG9LS0h76b1Wr1cUeKyoqMvvVHjEDgTkIzEFgDgJzEJiDUB5zMBgM2HalCO//lY/UfOusJeEsB5pW1qK+ryuCPRxR29MBdSs5wMdZ9pAlJHQoKpTgsmYLKY/zQQrMQWAOzMCIOQjMQWAOAnMQmIPAHISKloNSqXys8RW+YZyUlAQAOH36NKKjo+Hp6YnTp09j06ZNiIuLw5dffgmVSgVAXPn7T8bAjM1Y41hXV9dSxxYUFJjG3r/ERWljH/SaAODs7Gx6zQdJS0uDTlfyiVp6evpDf97WMQOBOQjMQWAOAnMQmIMgRQ4GA3BbA1wpkCOlQIYrBXJcKZDhdK4DMjWWv2LX29GAMA8dnqukRwc/LbwcAeDuwW0RUHATuGbxKsonbhcCcxCYAzMwYg4CcxCYg8AcBOYgMAehIuTg4OCAmjVrPtbPVPiGcbt27RAWFobBgwfDyckJANC6dWs89dRTmDJlChYvXozatWuX+vMGg/h+56PclMU4Vi6Xm/35v77u/a/5IEFBQcUeKyoqQnp6Ovz9/U3/fnvDDATmIDAHgTkIzEFgDoI1cijQGnA5V4ekXB0u5eqQlKPDxVw9LuXocEdjuTUlPB1lqOkhRy1PB4R6OKCmpwOCXOTwcJLBx0kOX+W9q4c5HwTmIDAHgTkwAyPmIDAHgTkIzEFgDgJzEGw9hwrfMO7YsWOJj7du3Rr+/v44evQonn76aQAlL+lgfMzDwwPAvauA1Wp1sf/hhYWFxcaW9Jr/fN37X7O0sSU1g//pQZePOzk5Pfbl5baGGQjMQWAOAnMQmIPAHISyykGnN+B0lgaH04tw+EYh4jI1uJZnnSUbHGTAKzVd8FodNzzl4wgPx4d/8PxPnA8CcxCYg8AcmIERcxCYg8AcBOYgMAeBOQi2mkOFbxg/iLe3N27dumVqxhrXJ77fP9c3vn+sp6en2VjjZebGtYyDgoJKXXs4IyMDXl5ecHZ2RmBgIGQyWYl/v0qlQn5+folrJhMREVH5cyBNjaUJeTiSXoicIstcNezlJIO/iwN8lHL4KuXwUcrho3SAr1KOABcHNPF3gr+rw8NfiIiIiIiI6DFV6IZxZmYmRo8ejZCQEMyZM8fsOa1Wi6tXr6Jq1aqoX78+5HI5EhISir3GmTNnAAAREREAgLCwMNPjtWrVKjbW3d3dtO5HeHg4zp07h2vXriE4ONg0Lj8/H5cuXcKLL74IAHBzc0ONGjVK/Pvj4+PN/n4iIiIqv9acz8P437Mt8tpVXR3wZgMPdHvCBZWcHv+KYSIiIiIiorJQoc9GvL29UVRUhF9//RUXLlwwe27NmjVQqVTo0qULfHx88Nxzz2H//v1ITU01jcnOzsaPP/6I2rVro27dugCAZs2awdPTE5s3bza70+GpU6dw+vRpdOrUybQGYPv27QEAX331ldnfvXHjRmi1WnTq1Mn0WIcOHZCeno49e/aYHtPr9Vi/fj2cnJzQtm3bMkqFiIiILEGnN+CDkzll9nqeTjI08nVE71AXLHjRC8d6+GFQXTc2i4mIiIiISFIV+gpjmUyGKVOm4I033sCIESPQq1cvVKlSBcePH8cvv/yCRo0aoX///gCA8ePHIzo6GkOHDkW/fv3g5OSEzZs3Q6VSmV2drFQqMX78eMyaNQtDhw5F165dkZWVhQ0bNiAoKAiRkZGmsREREejcuTN++OEH5OTkoHHjxjhz5gy2bduG5s2bo1WrVqaxffv2xe7duzFr1iycP38e1atXx88//4zjx49j7Nix8PX1tVpuRERE9PjisjS4qdY/1s84yoGaHgrUqqRALc+7v1ZSoHYlBXyc5Y98c1wiIiIiIiJrqdANYwB4/vnnERMTg1WrVmHLli1Qq9WoWrUqhg8fjoEDB8LR0REAEBoaihUrVmDJkiVYvXo1ZDIZnnzyScyYMQNPPfWU2Wt27twZLi4uWLt2LebPnw8PDw+0aNECI0eOhLe3t9nYd955B8HBwdi+fTt+/fVX+Pn5ISoqCoMGDTI7CVQqlVi2bBmWLFmCXbt2IS8vDyEhIZgxY0apN+4jIiKi8uPX64WlPucgA572cUQDHydTc7h2JQWquTtAIWdTmIiIiIiIKo4K3zAGgPr162PevHkPHVenTh18/vnnj/Sabdq0QZs2bR46TqFQICoqClFRUQ8dW7lyZbz77ruP9PcTERFR+XKohIaxQgZsaOODJgFO8HDkUhJERERERFTx2UTDmIiIiMiSNHoDjqQXFXv8OT8ntK2mlKAiIiIiIiIiy+ClMEREREQPcfJmEfK0hmKPNwtwlqAaIiIiIiIiy2HDmIiIiOghSlu/uHkgG8ZERERERGRbuCQFERERUSl0egMu3NHig1O5xZ5zdgCer+IkQVVERERERESWw4YxERER2bXsQj1O3SpCar4ONwv0uKkWv17L0yEuU1PiUhSAaBYrFTIrV0tERERERGRZbBgTERGR3TAYgPN3tDiZnIfjN4tw/GYREu9o/9VrteByFEREREREZIPYMCYiIiKblZ6vw+ksDa7l6ZCQqcauFCWuqe+UyWtz/WIiIiIiIrJFbBgTERFRhabWGpCUo0Vqng6peTqk5elwNU+Lk7c0JVw9XDb3+63lqcBzXL+YiIiIiIhsEBvGREREVGEYDAZczNHi+E0NTtwswp83ixCfpUEpywxbRAMfRyxvURkOcq5fTEREREREtocNYyIiIir3dHoDtiUXYF5cLs7c/ndrDj+OSk4yVFE6oIaHAxpWccLT3o4IdndAsJsDfJQOFv/7iYiIiIiIpMKGMREREZVbuRo9vknKx/KEPCTllH2juJanAs9WccRzfk5o4OOEAFcH+CrlcHbg1cNERERERGSf2DAmIiKicqFAa8DJW0U4nlGEU5lFuJijQ9IdDdS6svs7PBwMaFPVGV2fcEPLIGdeLUxERERERPQPbBgTERGRZPK1evx8rRA/XC7AT9fUyC+jxYiVDkCwmwINqziiWYAzIrwdUcVRi7z0VFSv7gulUlkmfw8REREREZGtYcOYiIiIrMpgMOCna4XYmJT/n5vEVV0d0LCKI56t4oQ6lRSo6uaAqm4O8HaWQyYzX1ZCrdYjnytNEBERERERPRAbxkRERGQVOr0BP11TY85fufg7U/OvX6emhwPGR3jgpWAlAl25pAQREREREVFZYsOYiIiILCo1T4flCSpsuZSPtHz9v36dxn5OGPqkG16u4QKFnJcKExERERERWQIbxkRERGQxWy8XYNRvt5H3mMtOOMqBJ70cUauSArUrKdCxuhJP+zhZqEoiIiIiIiIyYsOYiIiIytwttQ4fn8pFzLm8R/6ZGh4O6F7DBW2rKfGMjxOUCl5FTEREREREZG1sGBMREdF/pjcYsC+1EMcyivDnzSIcul6IR7moOMhVjj6hrni5hgue9nEsdqM6IiIiIiIisi42jImIiOg/OZ+twZCDt3E669FvZBfkKseECA+8WscNzg5sEhMREREREZUXbBgTERHRv3Y+W4MusbeQUfBoN7N7qaozhtV3R6sgZzjyxnVERERERETlDhvGRERE9Niy1DpsvFiA2SdyUKB7+NoTTnJgbhMvvFbHzQrVERERERER0b/FhjERERE9lMFgwIU7WuxNLUTslQIcSS96pDWKAeBFfyfMfq4SGlZxsmyRRERERERE9J+xYUxEREQlSs/X4cD1QhxIK8TBNDXS8h9t2QkAaOLvhDZVlehV0wU1PHi4QUREREREVFHwDI6IiIhMcjV67LmqxteJ+TiYVohHvIjYpKGvI7a284Wnk9wi9REREREREZFlsWFMRERkxwwGA07c0mBbcgF+vV6I01ka6B+3S3xX8wAnbPyfD9wd2SwmIiIiIiKqqNgwJiIislPfJOXjg1M5uKrS/afXea6KI16t44YBtVzhIJeVUXVEREREREQkBTaMiYiI7NDuKwUYfuj2v/pZuQx4wc8J7asp0SXEBTU9eThBRERERERkK3iGR0REZGe0egOmHs95rJ95wsMBrYKc0SpIieYBTvBWOlioOiIiIiIiIpISG8ZERER2ZmNSPpJytA8dV6eSAq/WdkWXGi6o4cFDBiIiIiIiInvAsz8iIiI7Uqgz4OO/ckt9vkuIEk38ndE0wAkR3o6QybgmMRERERERkT1hw5iIiMgOFOmBbVcKsSYpF9fySr7JXerAQLg5yq1cGREREREREZUnbBgTERHZKL3BgL9uafBtUh42JrkgW6sqdey61t5sFhMREREREREbxkRERLZAozfgYo4WZ29rkHBb/Hr8ZhHSC/R3R5S+tEQDH0d0CVFap1AiIiIiIiIq19gwJiIiqsDiszRYFJ+L7Slq5GsN/+o1ZjzrybWKiYiIiIiICAAbxkRERBWKWmvA4fRC/H6jEIdvFOFoRtG/fi1nB2Bao0poFcSri4mIiIiIiEhgw5iIiKicy9PoseuKGtuSC/BLWiHy/uWVxEa1KynwWh1X9KvlCl+lQxlVSURERERERLaADWMiIqJyKl+rx8w/c/B1Yv5/bhI7yw3oXM0ZUfU98aK/E5egICIiIiIiohKxYUxERFRODdyXhf1phf/qZ10VMtTzUuAZXye08pOjhiYdtWv4Qql0LuMqiYiIiIiIyJawYUxERFQOJedqH6tZ7KqQYWBtV7QKckb9yo6o7u4A+d2riNVqNa5etVSlREREREREZEvYMCYiIiqHku5oHzrG01GG5/2c0DLIGQNqucKb6xETERERERHRf8SGMRERUTmUWagv9bmJEe5oX80FDX0d4SDnWsRERERERERUdtgwJiIiKocy1SU3jE/19McTnnz7JiIiIiIiIsuQS10AERERFZep1pX4uI+Sb91ERERERERkOTzrJCIiKodKusLYUQ54OHIJCiIiIiIiIrIcNoyJiIjKoZLWMPZxlkMmY8OYiIiIiIiILIcNYyIionKopCuMvbkcBREREREREVkYzzyJiIjKoaxSrjAmIiIiIiIisiSeeRIREZVDJV1h7Kt0kKASIiIiIiIisidsGBMREZUzeoOh5CuMuSQFERERERERWRjPPImIiMqZnCIDdIbij3MNYyIiIiIiIrI0hdQFlIWkpCSsXLkSJ0+ehEqlgq+vL1q2bIlhw4bBw8PDNO7ll1/G9evXS3yNrVu3IigoyPTnQ4cOYc2aNbh06RIUCgWaNGmCUaNGwd/f3+zndDodNm3ahK1bt+L69evw9vZGu3btEBUVBaVSaTY2OzsbMTExOHToEG7fvo1q1aqhb9++6Nq1axmmQUREFd0tta7Ex7mGMREREREREVlahW8Yp6SkIDo6GgqFAj179kRAQABOnz6Nb7/9FsePH8fq1avh6uoKlUqF69evo2nTpmjbtm2x16lcubLp97GxsZg+fTrq1auH119/HTk5Odi4cSNOnjyJdevWwdvb2zT2k08+wQ8//ID/+7//Q58+fXD+/HmsXbsW586dw4IFCyCTyQAABQUFGDNmDC5evIhevXqhRo0a2Lt3L2bPno3MzExERkZaPiwiIqoQSlq/GOCSFERERERERGR5Fb5hPHfuXGi1WqxZswZPPPEEAKBHjx6oV68e5s2bh82bN2Pw4MFITEwEALRs2RIdOnQo9fUKCgrw2WefITQ0FCtWrICzszMA4LnnnsPrr7+OmJgYTJkyBQAQHx+PH374Ad26dcM777xjeg1/f38sX74ce/fuxUsvvQQA2Lx5M86fP49Zs2ahffv2AIBu3bph3LhxWLlyJTp27Fjs6mUiIrJPmSWsXwzwCmMiIiIiIiKyvAp95llYWIhTp06hQYMGpmaxUceOHQEAJ0+eBCCWrQCAmjVrPvA1f/vtN2RnZ6Nnz56mZjEAPPPMM4iIiEBsbCw0Gg0AYOfOnQCA/v37m71G//794ejoiB07dpge27VrF3x9fdGuXTvTY3K5HAMHDoRGo0FsbOxj/duJiMh2lXaFMdcwJiIiIiIiIkur0FcYOzo6YtOmTdDri59YZ2VlAQAcHBwAwHSFcWhoKAAgPz8fLi4upiUjjOLj4wEATz31VLHXDAsLQ1xcHJKTk1G7dm3Ex8fD3d0dNWrUMBvn4uKCmjVr4syZMwAAlUqF5ORkNG/evNjfFxYWBgCmsURERFmlXGHsq3SwciVERERERERkbyp0w1gul6Nq1aolPrdu3ToAQKNGjQCIhrG7uzsWLlyIvXv3Ijc3Fx4eHujQoQNGjRoFFxcXAEBGRgYAwM/Pr9hrGh9LS0tD7dq1kZGRUeoyEn5+fjh//jxUKhUyMjJgMBhKHOvu7g43NzekpaU95r+eiIhsValXGHNJCiIiIiIiIrKwCt0wLs2OHTuwfft2+Pv7o3v37tDr9bh48SLUajUyMzPx9ttvQ6fT4cCBA9i8eTMSEhKwfPlyODo6QqVSAQBcXV2Lva5SqQQg1jkGxJXDpTWs7x/7oNcEAGdnZ9NrPoharS72WFFRkdmv9ogZCMxBYA4CcxAqag4ZeZpij7kqAJm2EGrt479eRc2hrDEHgTkIzEFgDgJzYAZGzEFgDgJzEJiDwBwE5iBUtByMfcpHZXMN4x9//BEfffQRXFxc8PHHH8PNzQ1qtRpDhw6Fq6srevbsaRrbrl07zJ07F5s3b8a2bdvQq1evB762wWAAIK5svv/PDxr7zyUoSmN8zQdJS0uDTqcr8bn09PRH+ntsGTMQmIPAHATmIFS0HFLvOOGfb9GVHPS4evXqf3rdipaDpTAHgTkIzEFgDgJzYAZGzEFgDgJzEJiDwBwE5iBUhBwcHBweek+3f7KphvGKFSuwcuVKuLm54bPPPkP9+vUBiC76q6++WuLP9OvXD5s3b8bRo0fRq1cv01XAarUaTk5OZmMLCwsBAB4eHgDEFcMlXfVr/Hnj2Ptfs7SxQUFBD/33lTSmqKgI6enp8Pf3L1avvWAGAnMQmIPAHISKmkP+2TsAzC8lruLmiGrVqvyr16uoOZQ15iAwB4E5CMxBYA7MwIg5CMxBYA4CcxCYg8AcBFvPwSYaxlqtFrNnz8auXbtQpUoVzJ8/H3Xq1Hmkn/X29gYgboIH3GvKZmRkwNPT02ys8VMD41rGQUFBpa49nJGRAS8vLzg7OyMwMBAymcy0PvL9VCoV8vPzS1wz+Z8edPm4k5PTY19ebmuYgcAcBOYgMAehouVwuyi72GNVXBT/+d9Q0XKwFOYgMAeBOQjMQWAOzMCIOQjMQWAOAnMQmIPAHARbzaHC3z1Hp9Ph3Xffxa5duxAaGorVq1cXaxYfPnwYr7zyCtavX1/s5y9fvgwAqFatGgAgLCwMAHDmzJliY8+cOQN3d3fTZdzh4eHIycnBtWvXzMbl5+fj0qVLiIiIAAC4ubmhRo0aSEhIKPaa8fHxAGAaS0RElFlY/KZ3PsoK/5ZNREREREREFUCFP/tctmwZfvnlF4SFhWHFihXw9/cvNqZmzZq4du0avv32W+Tl5Zke12q1WLp0KQCgU6dOAIBmzZrB09MTmzdvNlu4+tSpUzh9+jQ6depkWpe4ffv2AICvvvrK7O/buHEjtFqt6TUBoEOHDkhPT8eePXtMj+n1eqxfvx5OTk5o27btf42CiIhsgEZvwJ2i4mvk+zhX+LdsIiIiIiIiqgAq9JIUqamp+PrrryGTydCqVSv89ttvxcZUrlwZjRs3xpAhQ7B8+XIMHjwY3bp1AwDs2bMH586dQ2RkpOkKX6VSifHjx2PWrFkYOnQounbtiqysLGzYsAFBQUGIjIw0vXZERAQ6d+6MH374ATk5OWjcuDHOnDmDbdu2oXnz5mjVqpVpbN++fbF7927MmjUL58+fR/Xq1fHzzz/j+PHjGDt2LHx9fS2aFRERVQy3S7i6GAB8lA5WroSIiIiIiIjsUYVuGB85cgQ6nQ4AsHjx4hLHPP3002jcuDGio6NRvXp1bNy4EcuWLYNcLkdoaChmz55d7Orezp07w8XFBWvXrsX8+fPh4eGBFi1aYOTIkaY1j43eeecdBAcHY/v27fj111/h5+eHqKgoDBo0yHQlMiAa0cuWLcOSJUuwa9cu5OXlISQkBDNmzEDHjh3LOBkiIqqoMtWlNIx5hTERERERERFZQYVuGPfq1Qu9evV65PEvvfQSXnrppUca26ZNG7Rp0+ah4xQKBaKiohAVFfXQsZUrV8a77777SH8/ERHZp5LWLwYAb65hTERERERERFbAs08iIqJypNQrjNkwJiIiIiIiIivg2ScREVE5knhHW+LjXJKCiIiIiIiIrKFCL0lBRERkC85la7D7ihq/3SjEvtTCEsf48gpjIiIiIiIisgI2jImIiCSSmqfDtON38N3lgoeOrcwrjImIiIiIiMgK2DAmIiKyIp3egN/Ti7A1uQDfJOUjT2t46M885e0IhVxmheqIiIiIiIjI3rFhTEREZGE3C3TYl1qIn6+psT9NjduFD28SGznIgPFPuVuwOiIiIiIiIqJ72DAmIiKyAIPBgK3JBVh8RoUTNzV49BbxPS0DnTGlgQdeDHAu8/qIiIiIiIiISsKGMRERURlLydVi4pFs7C3lBnalkQFo7O+EFoHO6F3TFaGV+DZNRERERERE1sUzUSIiojK060oBhh68/UhrE9+vfy1XTGvkiQBXBwtVRkRERERERPRwbBgTERGVkc0X8zHi0G3oHrFX7O0sR5cQJQbXdcMzvk6WLY6IiIiIiIjoEbBhTERE9B+l5enwxZlcLD2T99C1imtXUuClYGe0DVaiaYAzHOUyq9RIRERERERE9CjYMCYiIvqXzmdrsOC0Ct9eyodGX/o4fxc5Roe7o0uIC2p48K2XiIiIiIiIyi+etRIRET2mC9kazDyRg51X1A8d26+WKz56vhK8nOVWqIyIiIiIiIjov2HDmIiI6BHo9AacytTgm6R8fHk+75HWKZ4Y4Y73GnpCJuOyE0RERERERFQxsGFMRERUgnytHjtS1PjtRiES72iRcFuDO0WPdjc7uQyY2cgTY57ysHCVRERERERERGWLDWMiIqK7sgv1+D29EHuvFWLL5XzkPGKD2EguA7rXcMH4CA885e1ooSqJiIiIiIiILIcNYyIislu3C/XYerkAv90oRFyWBkl3tHi8FrGgdABere2GUeHuvKkdERERERERVWg8qyUiIrtSpDPg52tqfHMxH7FX1dDo//1rOcqBYU+6440Id/gqHcquSCIiIiIiIiKJsGFMREQ2T6s34GBaIbYlF2BrcgGyCv9DlxjiiuJO1V3wzjOeCK3Et1IiIiIiIiKyHTzLJSIim1KoM+BMlgaXcrU4l6nG76nOiP/jNnI0/2axCSHYzQH1KytQz8sRrYKc0cTfGS4KWRlWTURERERERFQ+sGFMREQVXmqeDt9dyse+1EIcyyhCge7+5rAD8C9WJvZVytGxuhKD6rihoa8jZDI2iImIiIiIiMj2sWFMREQVUp5Gjx1X1NiYlI+DaYX/6mZ196vvpcDTvk542scRzQOc8WRlBeRsEhMREREREZGdYcOYiIgqjOv5OhxMK8TeVDVir6ih0v63NnF1dwf0CXVF31BXrkVMREREREREBDaMiYioHEvJ1WLPVTX2pRXir1tFSC/4bzerAwBvZzm6hCjRO9QVTfydeBUxERERERER0X3YMCYionIjNU+HwzcK8fuNQhxOL0LiHe1/fk1HmQHP+DiiaaASLYOc0SzAGQo5m8REREREREREJWHDmIiIJHMjX4d9qWocvlGEwzcKkaLS/afXk8uAJv5OaBHojOerOKGqsw76rDTUqO4LpVJZRlUTERERERER2S42jImIyKoMBgNO3dJgSYIKP1wugO6/3q0OwJNeCvSr5YpXQl0R6OpgelytVuPq7f/++kRERERERET2gg1jIiKyisQ7Gqw+l4fdV9VIzv1vVxIDQC1PBV4KdkafUFc87eMIGdciJiIiIiIiIvrP2DAmIiKL0hsM+Py0Ch+czPnXVxPLADzj64jnqjjhaR9HvBjgjBoefAsjIiIiIiIiKms82yYiIouJyyzCtD9zcCCt8LF/NtjNAU0DnNA80Bltg5Xwc3F4+A8RERERERER0X/ChjEREZUprd6AnVfUWJ6gwu/pRY/8czU9HPBigDOaBjjjRX8nhPAKYiIiIiIiIiKr49k4ERGViduFeqy7kIeYs3m4lvdoaxR7OsowqK4bouu5cYkJIiIiIiIionKAZ+dERPSfJNzWYHmCCpsvFqDgERcp7hKiRI8nXPC/YCU8HOUWrpCIiIiIiIiIHhUbxkRE9Nh0egP2XFNjWUIefr3+6OsTV3V1QEzLyngxwNmC1RERERERERHRv8WGMRERPbJ8rR5rz+dj+VkVknMfbdkJAHBXyDCwjivefNoD3krevI6IiIiIiIiovGLDmIiIHkirNyAuU4P9aYVYnqDCTbX+kX/2CQ8HDHvSHf1ru6KSE5eeICIiIiIiIirv2DAmIqJistQ6/JxaiF1XCrDvWiFU2kdbm9iodZAzXq/vhrbBSshlMgtVSURERERERERljQ1jIiKCSqPH7zeK8Ov1Qhy8XojTWZrHfg1XhQx9Q10xrL4b6nk5WqBKIiIiIiIiIrI0NoyJiOzMpRwt/rpVhLPZWpy9rcG5bC0u5Wqhf7yLiE2quTtgWD03vFrHDV7OXHaCiIiIiIiIqCJjw5iIyA7EZ2nw3aV87LyixoU72jJ5zeeqOGJMuAc6VldCIeeyE0RERERERES2gA1jIiIbpdIC65LU2Hg5B6duPf4SEyVxkAHNA53xxlPuaBHoDBnXJyYiIiIiIiKyKWwYExHZkAKtAQevq/FdUh5+vOKCQn3ef37NOpUU6FhdiZaBznjOzwnujlx2goiIiIiIiMhWsWFMRFQBFekM+DtTg/N3NLico8WlHB0u5WpxIVuLAp1xMeJ/d/Wvl5MMzQOd0TLQGa2CnFGrEm9gR0RERERERGQv2DAmIqogVBo9NiblY1tyAf68WQS17r+/pptChrpeCtTzckT9ygo0C3DGU96OcOCaxERERERERER2iQ1jIqJyKrtQj7PZGpzP1iI+S4NvL+XjTpHh4T/4AK4KGV4KdkbH6i54wc8J1d0dIOc6xERERERERER0FxvGREQSytXocfGOFmn5OmQU6JGcq0XCbQ0SbmtxLa8MLiG+69kqjni1thu6P+ECTyeuQUxEREREREREJWPDmIjICm4X6nH2tgbnsrU4d/eq4fPZGtwo0Fvs7/R10qN7DVcMftITYd5ch5iIiIiIiIiIHo4NYyKiMqI3GJBeoMc1lQ7X8rS4ptLh/B0tjqYXISlHa9G/200hQ01PBWp6OqCulyNa+cngk3cDIdWrQKlks5iIiIiIiIiIHg0bxkREj8FwtymcnKtFUo4WSXfu/pejxaUcLYosd8GwmeeqOOKlYCVe8HNGPS8F/FzkkN23FrFarcbVfOvUQkRERERERES2gw1jIqJ/UGsNSFFpkZyrQ3KuFpdzxe9T7v5aoPtvN577t/xc5GgZ6IxhT7rjOT8nSWogIiIiIiIiItvGhjER2Q2DwYDr+XqcztLgfLYGN9V6ZKr1yCzUI0utQ6Zaj1tqPXI00jSEjTydZAir7Ij6lR0RVtkRT1ZWoJ6XIyo782Z1RERERERERGRZbBgTUYWn0xtwu0g0e6/naHDulgN0+QXI1BTiRoEeN/J1SMvTITVPB5VW2mawUaCrHHW9HFG7kgK1PRV4wlOBAFcH+LvIUUVpvrwEEREREREREZG1sGFsZdnZ2YiJicGhQ4dw+/ZtVKtWDX379kXXrl2lLo2oXCvQGpCcq0XiHeN/GiTe0eJyrg63C/UwbwM7Ayg/C/g+4eGAxv7OeL6KE+pXVqCulyO8eLUwEREREREREZVDbBhbUUFBAcaMGYOLFy+iV69eqFGjBvbu3YvZs2cjMzMTkZGRUpdIJAmDwYA8rQG37i4JkZIrGsGXc7W4nKNFcq4WaflWupvcv+DpKEOtSgrUunulcDV3B1Rzc0CwmwJV3RygVPBqYSIiIiIiIiKqGNgwtqLNmzfj/PnzmDVrFtq3bw8A6NatG8aNG4eVK1eiY8eO8Pf3l7hKov9GbzCgQCsawFmFetO6wJlqPTLVOtxS65FVeP9jetwq1KFQJ3XlD1ZFKUcNDwc84aFAiIcCNTwcUMNDNIn9XLiEBBERERERERHZBjaMrWjXrl3w9fVFu3btTI/J5XIMHDgQf/zxB2JjYzFo0CAJK6TywmAwwABAZwB0ekBnMEBnAPSGe78Xz917vKBQh9R8GfLuaKHI10BnMNwdf2+cGHv/a/3jtfUGFOrF8g8FOgPUd3/N1+pRoDUg/+5/xobw/Y8ZHy/QlY81gh+Vu0IGb6UcPko5vJ3Fr1WUDghwleMJDwVq3G0OuztyCQkiIiIiIiIisn1sGFuJSqVCcnIymjdvXuxKxLCwMADAmTNnpCitXFmWoMLR9CIY7q5Ia7jbezS2IIv9GYBOp0NBgROUl3Mgl+fdW8v27uAH/exjPf7P17v7q/6fjdy7Dd77G7LG3z9snO6+cf+OC4A7//aHbZKrQgZ/FzkCXB0Q7OaAqm4OqOfliAgfR9T0UHC5CCIiIiIiIiKi+7BhbCUZGRkwGAwlLjnh7u4ONzc3pKWlSVBZ+XLiZhG2Jhf8i59UANDc/Y/sgUIGhHoqUKuSWCfYRymHr1IOD7kOuju3EB4SgOpeLvB0lHG5CCIiIiIiIiKiR8SGsZWoVCoAgKura4nPOzs7o6DgwY1StVpd7LGioiKzXys6na6cL2RLVqWQAdXc5Kjh7oAQD/FrDXcH1PZ0QHV3ORzlxRvBRUV6pMv08Ffq4KQvQmGhBIWXA7a2b/i3mIPAHATmIDAHgTkIzEFgDszAiDkIzEFgDgJzEJiDwByEipaDUql8rPFsGJcjcvmD10hNS0srtaGanp5uiZKsLj/fCZyWts9TYYCXowFeCgMqOxrg5Qh4Od79vcIAX2cDgpUG+DsbUGzFCAOAO8CNh6y8YSvbxH/FHATmIDAHgTkIzEFgDgJzEJgDMzBiDgJzEJiDwBwE5iAwB6Ei5ODg4ICaNWs+1s+wM2clxiuLS7pK2Ph4UFDQA1+jpOeLioqQnp4Of39/ODk5/fdCJeZ2NRdAxfh0xt44y8V6wC4KGVwdABeFDC4OsruPAa4Od5+7+7iLAqjkJIePs0zcTM5ZBl9nObycZSVeGVxWbG2b+LeYg8AcBOYgMAeBOQjMQWAOAnNgBkbMQWAOAnMQmIPAHATmINh6DmwYW0lgYCBkMhkyMjKKPadSqZCfnw8/P78HvsaDLh93cnJ67MvLyyMfVzWCXLUAABlEU/Gfy88a/2x62GCATqeFQqGA/O6TsmJjZSX+bPFx/3jtfz7+z9e/+7MOpv9kkBt/L5eZHpfJZGZjjL+X/2Ocg0x23+uZPy6Xl/zz8rt/1uu0yLl9G74+leHs5Fj8541/n/E15MbXMB/neLcxrLzb+FUqZHB1kMHBgk1eS7CVbeK/Yg4CcxCYg8AcBOYgMAeBOQjMgRkYMQeBOQjMQWAOAnMQmINgqzmwYWwlbm5uqFGjBhISEoo9Fx8fDwCIiIiwdlnlzieNvfBJY6/H+hm1Wo2rV6+iWrVqNrmRPiqRgxbVqintOgciIiIiIiIiIvr3HrxoLpWpDh06ID09HXv27DE9ptfrsX79ejg5OaFt27YSVkdERERERERERET2jlcYW1Hfvn2xe/duzJo1C+fPn0f16tXx888/4/jx4xg7dix8fX2lLpGIiIiIiIiIiIjsGBvGVqRUKrFs2TIsWbIEu3btQl5eHkJCQjBjxgx07NhR6vKIiIiIiIiIiIjIzrFhbGWVK1fGu+++K3UZRERERERERERERMVwDWMiIiIiIiIiIiIiAsCGMRERERERERERERHdxYYxEREREREREREREQFgw5iIiIiIiIiIiIiI7mLDmIiIiIiIiIiIiIgAsGFMRERERERERERERHexYUxEREREREREREREANgwJiIiIiIiIiIiIqK72DAmIiIiIiIiIiIiIgBsGBMRERERERERERHRXWwYExEREREREREREREANoxtgoODg9QlSI4ZCMxBYA4CcxCYg8AcBOYgMAeBOQjMQWAOzMCIOQjMQWAOAnMQmIPAHARbzkGWnZ1tkLoIIiIiIiIiIiIiIpIerzAmIiIiIiIiIiIiIgBsGBMRERERERERERHRXWwYExEREREREREREREANoyJiIiIiIiIiIiI6C42jImIiIiIiIiIiIgIABvGRERERERERERERHQXG8ZEREREREREREREBIANYyIiIiIiIiIiIiK6SyF1AfTvGAwGJCUlIT8/H8HBwfDx8ZG6JMkYDAakp6fDx8cHjo6OUpdDVnbr1i3cunULhYWFUCgU8PT0RGBgIBQK7t4I0Gq1iIuLQ506deDu7i51OSQhnU6H5ORk6PV61KpVCzKZTOqSLE6r1ZrtC/Py8hAXFweVSoWqVauifv36ElZHJB0eO9CD5OXlISUlBc7OzggNDZW6HMnYYw5arRYpKSlIS0tDQUEBZDIZPDw84O/vjyeeeELq8ojKhWvXruHcuXNQKpVo1KgRXFxcpC6JLESWnZ1tkLoIKtn777+P7t27Izw83OzxgwcP4tNPP8WtW7dMjzVp0gRTpkxBQECAtcuUXHZ2Ntq3b49Fixbhueeek7ocsgKNRoO1a9di69atZtuBkYODAyIiItC/f380b95cggqtR6fTITc3F15eXqbHrl69iuPHj0OlUiEoKAjNmjWDUqmUrkgJcf9gXzQaDXbu3Inz58/D398fXbt2hbe3N+Li4jB16lSkp6cDAKpUqYJ3330XjRs3lrhiy/jtt9+waNEitG/fHpGRkQCAzZs3Y+nSpSgoKDCNCw4OxjvvvIOGDRtKVarFqVQqXL58GQEBAahSpQoAIDU1FTExMTh79iyUSiVat26NAQMG8ENnG8djh3t47AAUFRVh586dOHfuHIKCgtCtWzdUqlQJ3333Hb744gvTvrJ69eqYPn06wsLCJK7YMpiDkJ2djZiYGMTGxiIvL6/EMe7u7ujUqRMiIyPNth17kZycjGPHjsFgMOD555+3ywb6kSNHcPToUeTn56NatWpo164d/P39pS7LIrKzs7FhwwbTvuHVV19F1apVsXjxYnz99dcwGEQb0dPTE++99x5atGghccWWlZmZiYSEBKSlpUGtVpt9mBQeHg5PT0+pS7QINozLsRdeeAEzZ85E+/btTY8dO3YM48aNg1KpRMuWLeHt7Y3Lly/jyJEj8PPzw5dffmlzVxsfP378gc/n5eVhypQpGDt2LOrUqWN6nM0h21RYWIjRo0ebrhqtVq0asrOzER8fDxcXF7zyyitITU3FsWPHkJmZic6dO+O9996TumyL+Pbbb7Fs2TL0798f0dHRAIAFCxbgm2++gcFggMFggEwmg5ubG9588020a9dO4orL3o8//vjA5wsKCvDZZ59hwIABqFGjhunxrl27WrgysjaVSoWRI0fiwoULpoPYgIAALFy4ENHR0VAoFGjRogV0Oh0OHjwItVqNVatWoW7duhJXXraOHTuGsWPHwsPDAxMnTkT79u2xc+dOzJo1CwEBAWjfvj28vb1x9epV7N69G0VFRYiJiUG9evWkLr3MrV27FqtWrUJRURFkMhleeeUVREVFYeDAgbh58ybc3NxQVFQEjUaDBg0aYPHixbzC1Ebx2OEeHjuIc4fhw4cjMTHR9H4RHByMyZMnY/z48fD390eLFi2Ql5eH/fv3QyaTYe3atahevbrElZct5iBkZGRgyJAhSE9PR0REBMLCwuDn5welUgmDwQC1Wo2MjAycOXMGp0+fRnBwMJYtW2b6ENKWXLlyBTExMbhw4QL8/PwQGRmJhg0bYtOmTfj8889N+wi5XI7IyEgMGzZM6pLLXOPGjTFjxgyzHoxOp8O7776LAwcOmLYVAHBycsLkyZNt7rzi1q1biIqKMl1oAQBeXl4YO3YsZs2ahSeffBJt27ZFXl4etm7diuzsbKxatcomjyVTUlLw+eef4+jRo6b5fz+ZTAaZTIbmzZtj9OjRNrd/ZMO4HCupYRwZGYn09HSsXr3a7GriEydOYNy4cejSpQumTJkiRbkW88ILL/yrrw4fPXrUAtVIZ/r06Y/9MzKZDDNmzCj7YiS0atUqrFmzBh9//DFefPFF0+Pp6el444030KhRI0ycOBF6vR7r1q3D0qVL8dZbb6F79+4SVl32fvrpJ0ydOhUhISEYN24cmjZtivXr12PhwoUICwtD165d4ePjgytXruDbb79Feno6FixYgOeff17q0svU/fuHf76BG8lkMtMJsPFXW9s/POyDtdLY0gdrc+fOxXfffYeoqCi0bNkSKSkpWLBgAQwGAxwcHMw+UL1x4wZee+01NGzYEHPmzJG48rI1bNgwZGVlYfXq1aarHbp37w43NzesXLnS7IrBmzdvIjIyEnXq1MFnn30mVckWsWfPHkybNg1169bFs88+i3PnzuHkyZMICwtDYmIiZs+ejRYtWkCr1eKrr77CsmXLMGLECAwePFjq0ssUjx0EHjsIPHYQFixYgE2bNmH06NF44YUXcO7cOcybNw96vR4BAQFYtWoV3NzcAIgGWmRkJJo1a4aZM2dKXHnZYg7C9OnT8euvv2L+/Plo0KDBA8eeOnUKEydORKtWrTBt2jTrFGglKSkpiI6ORm5uLtzc3JCfnw9HR0fMnDkT7777Lho0aICXX34Zer0eW7ZsQUJCAj788EP83//9n9Sll6mSejAxMTFYuXIlmjdvjr59+8Lb2xuXLl3CqlWrkJycjIULF9rUMfWHH36IPXv2YMaMGWjcuDHOnj2LadOmISsrC2FhYVi2bBkcHBwAiCuRBwwYgLCwMHzyyScSV162Ll++jOjoaGg0GrRu3drswyQApg+TTp8+jYMHD8LV1RUrVqxASEiIxJWXHV5GUYFoNBqcPXsWY8aMKbb0RKNGjdCtWzccPHjQ5hrGr732Gr7++msoFAr06NGj2DqkBQUFWL9+PTp06ICqVatKVKXlXbx4EYmJiaam16OwxZO+2NhYvPLKK2YnfADg7++PN954A2+88QaGDRsGDw8PDB48GJcvX8b3339vcyd969evx5NPPomVK1earohbv349GjZsiCVLlph9yNK9e3dERkbiyy+/tLmTvilTpmDBggXQ6/V47bXXEBgYaPZ8fn4+5s2bh4EDB9r0V+fGjh37yPuF+9lS4/zAgQPo2rUrhg4dCgCoU6cOlEolJk2ahAkTJph9+yYgIAA9evTA999/L1W5FpOUlIShQ4eamsUFBQVIS0vD1KlTi329vEqVKnjllVfw1VdfSVGqRW3atAnPPPMMlixZArlc3ON5xowZiI2NRWRkpOmrkwqFApGRkTh//jx2795tcw1jHjsIPHYQeOwg7N+/Hz169ED//v0BAKGhoSgoKMDcuXPRr18/U5MUEEsx9OjRA9u3b5eqXIthDsKRI0cwYMCAhzaLAeCZZ55Bv379sHXrVovXZW1LliyBXq/H0qVL0bBhQ9y6dQtvvfUWpk6divDwcCxdutQ0tm3btnj11VfxzTff2FzDuCTff/89nn/+ecydO9f0WM2aNdG0aVO8+uqrWLdunU01jA8fPow+ffqgdevWAICGDRti1KhRmDlzJnr06GFqFgPiyuPu3btj06ZNUpVrMYsXL4aLiwvWrl2LatWqlTquT58+uHLlCoYPH46lS5fa1MUobBhXIMbL3Uv7xCI0NBQ//PCDlauyvFGjRqFJkyaYOXMmfvnlF0yfPh2NGjUyPZ+dnY3169ejU6dONrWj/qc1a9Zg+vTp2LdvHyIjI/Hyyy9LXZIkbty4UawpaFS1alVoNBpcvnwZERERAMQb3MGDB61ZolWkpKRg1KhRphO+/Px8ZGZmYty4ccWuyHd1dcXLL7+MmJgYKUq1qB49eqBRo0aYOnUqNm7ciIkTJ6JTp06m57OzszFv3jw0btzYpvcPMTExePPNN5GVlYW2bds+8KDGVt2+fbvYV+Fq164NAAgKCio2PjAwsNR1CisyuVxu1hhUKpVwcnKCs7NzieOdnZ2h0+msVZ7VXLx4EWPGjDE1iwGgd+/e2L17d4k3+3v22Wdx+PBha5ZoFTx2EHjsIPDYQcjKykKtWrXMHmvSpAkMBkOJa9MGBQUhNzfXStVZD3MQNBoNPDw8Hnm8j48PcnJyLFiRNE6cOIF+/fqZ7mvg6+uLN954A1FRUcXeOxQKBTp27IjVq1dLUapVFRQUICsrCx06dCj2nIuLC7p06YJ169ZJUJnlqFSqYhcoNmjQAAaDocS17StXrmx2jwxbcerUKQwePPiRzquqV6+Ovn37YsOGDVaozHrYMC7ntFqt6fcKhQK1a9dGSkoKmjVrVmzs2bNnUblyZWuWZzUNGzbE+vXrMWfOHIwePRr9+vXDyJEj7WqtQYVCgffffx+3bt3Chg0b0KVLF5u+oro0Pj4+OHDgAF555ZVizx07dsy07p5RamoqKlWqZM0SrcLZ2Rkqlcr0Z1dXV7i6ukKv15c4XqPRmDVObElISAhWr16NZcuWYfbs2Th06BDefvttm/z/Xprw8HAsW7YMUVFRSEpKwrRp0+xq/wiIE5uTJ0+aXRF48uRJAMCFCxeK3cTq7Nmz8PX1tWqN1vDUU09hy5Yt6NSpEypVqgSZTIamTZti9+7deOmll8zGqtVqbN261ebWcQYADw8PZGdnmz1WvXr1Um9mlp2dXWpTvSLjsYPAYweBxw5CUFAQTpw4gW7dupke8/f3x5w5c0pcf/Lvv/+2yfVqmYMQGhqK2NhY9OjR46E3P9VoNPjxxx8RGhpqpeqsR61WF+slGD84uH//aOTm5mbWq7BVLi4ucHFxKfYtZyOlUomioiIrV2VZ1apVw6FDh9CjRw/TY/7+/li3bl2J741Hjhwp8eKMik4mkz3We6Czs7PNNc5t7wjAxsyePRudO3fGuHHjsHDhQgQGBuLrr79GWlqaaYxWq8WWLVuwY8eOEhvJtsLd3R2zZ8/G1KlTsXXrVrz22mtISkqSuiyrksvlmDlzJgwGA5YsWSJ1OZJo27Yt/vzzT7z33nu4ceMGAECv1+Pnn3/GwoULUb16dYSGhkKtVmPHjh349ttv0bhxY4mrLnvPPvssNm/ejNTUVNNjbdq0wXfffVfsa8e3b9/G999/b7pyyhYpFAqMHj0aixcvRkJCAvr3748jR45IXZZVVa9eHe+++y4uXrxoc59uP4qWLVvi559/xkcffYRDhw5h7dq1+PTTT1GjRg18/fXX+Pvvv01jDx06hB07dtjkHZ2HDh2KjIwMDB48GLt27UJ2djbGjRuHxMREvPXWWzh+/DguXbqEn376CdHR0UhOTsZrr70mddllrkGDBvjmm2+QkJBgeszd3R1z584t1jROTk7Gli1b8Mwzz1i7TKvgsQOPHYx47CB07NgRP/30Ez799FNcvnwZgDiOaN26tdnyVSqVCitWrMCePXvwv//9T6pyLYY5CIMGDcLZs2cRFRWFrVu3IjExETk5OdBqtdBqtVCpVLh48SK2b9+OqKgonDt3DoMGDZK67DJXrVo17N6926wJbFyCpKRj6kOHDtnsN9r+/PNP001QAaBZs2YlfutEp9Nhz549ZjfWtgW9evXC77//jokTJ5qWr5PL5ahbt67ZlceXLl3CzJkz8dtvv5l9w9NW1K1bF9u2bTP7oLU0ubm52LJlC5588kkrVGY9vOldObZz504kJiYiMTERSUlJZlfKREVF4fXXXwcgNuhr166hSpUqWLt2Lby9vSWq2HpSU1Mxffp0nD9/Hv369cO6deuwaNEim/7K+f127dqFxMREs68V2ovCwkKMGTMGf//9t+mKoMLCQmi1Wri6uuKLL75A/fr18f333+Pjjz9GzZo18cUXX5itX2oLrly5gsGDB0Mmk6F///5o0qQJXF1dMWXKFLi6uqJ79+7w8fFBUlISNm/ejOzsbCxfvhzh4eFSl25xKpUKH330Efbt24d27dphz549drV/eOONN3DlyhVs2rTJrvYP+fn5GDVqFBISEkzrtbZu3RrR0dGIioqCVqtF9erVodPpcO3aNfj7+2Pt2rUlfu22ojty5Ajef/99ZGZmQiaTQalUQiaTFbvqQaFQYOzYsejdu7dElVpOamoqIiMjkZubi+bNm5d6I5Zp06aZ7nq+atUq1KlTx8qVWg+PHXjswGMHQaPRYNq0adi/fz/q1q1b6tfJ27dvj+zsbNSpUwcrVqwo8avYFRlzuCc2Nhbz589HdnZ2qTdbNxgM8PDwwPjx49G5c2crV2h5mzdvxrx58xAaGornn38ely5dwvHjx9GyZUscPHgQr7/+Orp27Qq9Xo/169dj48aNGDNmDAYMGCB16WWqadOm0Gq1pnlQqVIluLu7Iy0tDe+//77pQ5N9+/Zh48aNiI+Px5tvvml2NW5FZzAYsHDhQmzYsAHh4eFYtWpViePat2+P27dv48UXX8TcuXPN1ja2BXFxcRg5ciQqVaqETp06ITw8HP7+/nBxcQFw76Z3CQkJ+PHHH3H79m0sWrTItKyLLWDDuAK5deuWqYEcHh5umogTJkyAr68vhg0bZpNfry2NXq/H6tWrsXr1auj1ertqCNk7rVaL77//HgcPHkR6ejpcXV3x9NNPo3///qY1Ci9cuIDExES0adPGJg9sAeD8+fOYNWsWkpKSzA5uDQaD6c8GgwGenp5499130apVK4kqlcbOnTsxb9485Ofnc/9gJ3Q6HQ4ePIirV6+iRo0aaNGiBWQyGU6cOIGlS5ciKSkJTk5OaNq0KUaNGmXT75lqtRoHDhzAiRMnkJycjNzcXGg0GiiVSgQEBCAsLAzt27e3ya8QGt24cQOLFy82XWFbkp49e8LBwQFvvfWWTR3gU3HGY4cDBw4gIyODxw48dsCxY8eQlZWF9u3bl/j87NmzUa1aNfTp08dm5wPAHIzUajUOHTqEM2fOICMjAyqVCgaDAW5ubggKCkJYWBiaNm1q0xnMnz8fmzdvhl6vN317r127doiMjER6erppnMFgQJMmTfDZZ5/Z3LI1Wq0WycnJpr6L8b/bt29j5MiRpqvLe/bsiWvXrqFLly547733JK7aMq5cuYIbN26UeuPTmJgYhISE4KWXXir1g5aK7sSJE/jkk0+QnJz8wA+TQkJCMGnSJJu7SSwbxlThxcfH48iRI+jUqZNNn/gSlSYuLs7UFMrJyTFrCoWHh6Nly5amT0LtzfXr13HixAk0adLE5q4UI6L/Lisryy6+mUX0T3Fxcfjzzz+RkpLCYwciMrl9+zauXbuGatWqmb6FlZWVhW+++cb0wXuzZs3QsWNHm2sWP0hWVhbkcrkpk23btuGJJ56wyWV7qLiEhAScPn3a9GESIO4DYPwwqaQbKtsCNowrAI1GgwsXLkAul6N27dqlfo0wKysLFy9etNmr6JiDkJGRgb///hsODg54+umnS22Cpaam4sSJE+jatauVKyQikpZWq0VKSgrS0tJQUFAAmUwGDw8P+Pv7m63LaOsyMzORkJCAtLQ0qNVqsxzCw8Ph6ekpdYlWlZeXh4KCAsjlcnh4eDz05ka2hvOBx1BkjvNBYA5CfHw8Tp48CQcHBzz77LOl3hA2MTER+/fvNy0PSURkq+xrAbMKaMeOHfj8889Nn2J4eHhgyJAh6NOnT7Gxx44dw4wZM0wLk9sS5iCsWLECa9euhU6nAwA4ODjglVdewejRo4s10E+fPo0PP/zQZg/qiIj+KTs7GzExMYiNjUVeXl6JY9zd3dGpUydERkba5PrFAJCSkoLPP/8cR48ehcFgKHYzK5lMBplMhubNm2P06NGoXr26RJVa3r59+7Bjxw7Ex8cjNzfX7DkvLy9ERESgc+fONnkDRCPOB4HHUPewMcb5YMQcxNfJZ82ahd27d5v2jzKZDC1btsR7770HDw8Ps/EXL17El19+aZPbBRHR/dgwLsd+//13vP/++wgICEDHjh2RlZWFAwcOYP78+Th9+jRmzpxpcwuLl4Q5CLt378aqVasQFhaGtm3bIjMzE9u2bcM333yDc+fOYf78+fzqIJGd6ty582OvHSaTyfDjjz9aqCLry8jIwJAhQ5Ceno6IiAiEhYXBz88PSqUSBoPBdGOKM2fO4JtvvsFvv/2GZcuWoUqVKlKXXqYuX76M6OhoaDQavPTSS2Y5APdu0HH69GkcPHgQf//9N1asWIGQkBCJKy9bhYWFmDJlCo4ePQqFQoGaNWvi6aefLjYfDh8+jF9//RXNmzfHBx98ACcnJ6lLL1OcDwKPoQQ2xgTOB4E5CJs2bcKuXbvQunVrdOjQAZmZmdi4cSMOHDiA5ORkLFmyhMuaEZFdYsO4HFu3bh2Cg4Px1VdfwdXVFQBw9epVvPXWW9i7dy8AcRMCW8cchE2bNqFu3bpYuXKlab2o1157De+88w6OHTuGCRMmYOHChTb/Fdthw4Y99s/IZDIsX77cAtWQ1DgfhJYtW2LLli2QyWTw9fW1iw/R/mnx4sXIzc3F8uXL0aBBgweOPXXqFCZOnIilS5di2rRp1inQShYvXgwXFxesXbsW1apVK3Vcnz59cOXKFQwfPhxLly7FnDlzrFil5a1evRpHjx7FsGHD0L9//1JvUlRQUIANGzYgJiYGa9euxdChQ61cqWVxPgg8hhLYGBM4HwTmIPz444949tlnzfZ7Xbt2xUcffYQdO3ZgzJgxWL58ebEPVMg26fX6f/VztrSeMy9EETgX2DAu186fP4+oqChTkxQAqlWrhuXLl2PUqFHYu3cvvL29MWHCBAmrtDzmIFy6dAkjRoww2wF5eHhg/vz5mDx5Mn7//XdMmzYNH330kYRVWp6bmxt+//13yGSyYl+rLY0t3rWVb+QC54MwefJkhISEYN68eWjevDmmTJkidUlWd+TIEQwYMOChzWIAeOaZZ9CvXz9s3brV4nVZ26lTpzB48OAHNgeNqlevjr59+2LDhg1WqMy6YmNj8fLLLyMqKuqB41xcXBAdHY309HTExsbaXMOY80HgMZTAxpjA+SAwB+Hq1avo3r272WMKhQJTp06FTCbD9u3bMXnyZHzxxRel3kPHFvDcQmjSpMm/yuHIkSMWqsj6eCGKwLnAhnG5ptVqS/wakLu7OxYsWIDo6Ghs3rwZQUFB6Nu3rwQVWgdzuKekHZZCocCcOXMwfPhw/PLLL1i4cCHGjh0rQXXWMX/+fCxcuBDr16/HsGHDEB0dLXVJkuAbucD5cE/v3r2RnJyM77//Hi+99BIaNmwodUlWpdFoHqvJ4ePjg5ycHAtWJA2ZTPZYVzY4OzujoKDAghVJIysrC/Xq1Xvk8eHh4di9e7cFK5IG58M9PIZiY+x+nA8CcxD/XrVaXeJz77zzDjIzM3HkyBHMmDHDpr/VynMLYcyYMViyZAn0ej3q1q1rdtGaveCFKALnAhvG5Vq1atVw+PBh9OrVq9hzXl5e+OyzzzBkyBAsWLAA3t7eElRoHcxBqFmzJvbt21diU9zZ2Rnz5s1DZGQkNmzYAC8vL/j5+UlQpXWMHTsWqampWLVqFZo3b446depIXZLV8Y38Hs6He8aOHYsDBw5g0aJF+PLLL6Uux6pCQ0MRGxuLHj16PPTrsxqNBj/++CNCQ0OtVJ311K1bF9u2bcPLL78Md3f3B47Nzc3Fli1b8OSTT1qpOusJCgrC8ePHizXHSnP06FGbfN/kfBB4DCWwMSZwPgjMQahbty527tyJvn37Fjt+kMvl+PDDDzFs2DDs3bsXnp6eCAsLk6hSy+K5hTBw4EAEBwfj7bffRkBAAD7++GOpS5KEvV+IAnAuAIDtLK5hgzp16oTff/8ds2bNQlxcHDQajdnzxh26k5MTpk+fjm+//VaiSi2LOQg9e/ZEXFwcRo4ciT179kClUpk97+3tjYULF8LLywtLlixBTEyMRJVaxzvvvAOlUolFixZJXYpkevfujZ49e+KHH37AyZMnpS5HUpwPglKpxMKFCzF48GBotVqpy7GqQYMG4ezZs4iKisLWrVuRmJiInJwcaLVaaLVaqFQqXLx4Edu3b0dUVBTOnTuHQYMGSV12mXv99deRlpaGPn36YMmSJfj1119x/vx5XLlyBVeuXMGFCxfw22+/YcWKFejXrx/S0tL+1Vrg5d3LL7+Mffv2Yc6cOUhJSSl1XGpqKubMmYP9+/ejS5cuVqzQOjgfBB5DCcbG2D+PpYF7jbHatWtj7969+OSTT6DT6SSo0vI4HwTmIPTr1w+XL1/GgAEDsGbNGty+fdvseRcXF3z++ecIDg7G999/jwULFkhUqeXx3EJo1aoVoqOjcfDgQfzyyy9SlyOZsWPHwtvb267Pr+x9Lsiys7MfbdFHsjqdToePPvoI27dvh0wmw9dff41atWoVG/f3339j8uTJuHPnDmQyGY4ePSpBtZbDHO5ZtWoVVq5cCYPBgA0bNqBmzZrFxqSkpGDChAm4du2azeZgdOzYMVy+fBk9e/a0+a9OlkatVqNHjx7w9/e3uytK/4nzgWJjYzF//nxkZ2eXuuaYwWCAh4cHxo8fj86dO1u5Qus4ceIEPvnkEyQnJz8wh5CQEEyaNAnPP/+8lSu0PL1ej48//hhbt26FTCaDu7s7/Pz8TF8nVKvVyMjIQE5ODgwGAzp37ox3333Xpm5UYsT5IPAYCjh48CDefPNNhISEoGPHjnj55ZdRuXJlszGZmZl4/fXXce3aNXh6eiInJ8fmcgA4H4yYg7B792588sknKCgowKZNmxASElJsTFZWFqZMmYK4uDibzQHguYWRVqtFnz59oFAosGnTJqnLkUxSUhJSU1PRtGlTuz2/sue5wIZxBRAXF4ejR49iwIABcHNzK3HMrVu3sGzZMvz222+IjY21coXWwRyE9PR0HD9+HP/73/8eetf3w4cPY/Xq1VaukKyNb+RE96jVahw6dAhnzpxBRkYGVCoVDAYD3NzcEBQUhLCwMDRt2rTU/actSUhIwOnTp005AICrq6sph/r160tcoeXFx8dj586dxeaDMYfw8HC0a9cOERERUpdqcZwPPIYC2Bi7H+eDwByEoqIinD59GhEREaUubaXX67Fnzx789ttv+OCDD6xcofXw3EK4desWsrKyEBoaardrOpNgr3OBDWMiIiIbl5mZiU6dOmHRokV47rnnpC6HiIgkxMYY0aPT6/XIyMiAj4/PQ++RQERkS2zve3d2JDs7G926dUNcXJzUpUiKOQiZmZlo3Lgxjh8/LnUpkuJ8oPtxPtxjMNj358OcCwLfKwSVSoX3338fycnJUpciKc4Hwd5ycHJyQqNGjYo1v/R6PW7cuAGNRgO5XI4OHTrYZbPY3uZDaZiDcPv2bXTr1g1//fWX1KVQOXD/ftJecd8g2MNcYMO4AtPpdLh+/ToKCwulLkVSzOEee28IAZwPRnwjFzgfyIhz4R6+VwCFhYXYsWMHbt68KXUpkuN8EJgDG2P343wQmIPAHHhuYcT9pMBtwj7mAhvGREQ2im/kRERE9Dh47EBEpeH+QWAOZGTrc4ENYyIiIiIiIiIiIiICANjvLS+JiIjsRKVKlbB06VLUqVNH6lKIiIiIiIionGPDuAJzd3fH1KlTUbNmTalLkRRzENgQEjgf6H6cD4JMJkOlSpVw/fp11KpVCzKZTOqSrI5zQTC+V9SuXVvqUiTl7OyMTp06oUqVKlKXIikeOwjMge7H+SAwB6Fy5crYunUrfHx8pC6FqFzgvsF+yLKzs2170Q07o9frIZfb30ojt2/fhpOTE9zc3KQuRTIGgwHp6enw8fEpdtdre2EwGJCUlIT8/HwEBwfb9YGdVqtFXFwcateuDQ8PD6nLsZgbN26gSpUqcHBwkLoUyWk0GuzcuRPnz5+Hv78/unbtCm9vb8TFxWHq1KlIT08HAFSpUgXvvvsuGjduLHHFlnfnzh0UFhZCoVDA09MTCoX9fU6el5eH69evo6CgAHK5HO7u7vDz84OLi4vUpZGVZWVlQS6Xw8vLq9QxarUamZmZqFq1qvUKszLmUDq9Xm86lnRycpK6HKvgfChdXl4eUlJS4OzsjNDQUKnLkYzxmLpOnTpwd3eXuhzJMAfBHvaTJ0+etPv/z4/COBd8fX1ttv/ChnE5d/HiRSxcuBCnTp2Cg4MDGjVqhKFDh6Ju3brFxsbGxmLGjBk4evSoBJVa3tGjR3H+/HkEBgbi//7v/6BQKHDo0CF8+umnyMjIgEwmw7PPPou33nrL7g7oACA7Oxvt27fHokWL8Nxzz0ldjsW8//776N69O8LDw80eP3jwID799FPcunXL9FiTJk0wZcoUBAQEWLtMyaWkpEClUiEwMBDe3t5Sl2MxL7zwAp566inMmTMHvr6+UpcjGZVKhZEjR+LChQummy8EBARg4cKFiI6OhkKhQIsWLaDT6XDw4EGo1WqsWrWqxPeSim7nzp344YcfcP78eWg0GrPn/P390ahRI/Tv3x+1atWSqELLKyoqwubNm7F9+3akpKQUe14mkyE0NBRdunRB9+7dbfaEh4Rjx45h7ty5uHLlCgCgZs2aGDFiBJo3b15srC0fSzIHuh/ng1BUVISdO3fi3LlzCAoKQrdu3VCpUiV89913+OKLL1BQUAAAqF69OqZPn46wsDCJK7Y+eznHepCcnBz89ddfpoty/nkeZqu0Wq3ZxQZ5eXmIi4uDSqVC1apVUb9+fQmrs5wXXngBwcHB+OSTT+z6w6KHuXPnDuLi4mAwGNCgQQN4enpKXVKZs79LbSqQ5ORkDBkyBIWFhahZsyZu376NQ4cO4ciRI5g4cSJ69OghdYlWodFoMHnyZBw9ehQGgwEymQzffPMNpkyZgrfffhtOTk5o1qwZ8vLy8Oeff2LYsGFYu3atzTWPjh8//sDn8/LyYDAYcOHCBbPHbe3AZseOHXjuuefMDlSOHTuGt956C0qlEu3bt4e3tzcuX76MI0eOYNiwYfjyyy9t8mrj8+fPY9myZXj++efRr18/AMCvv/6KefPmma4mNX6QMmnSJISEhEhZrsWcPn0aAwcOxPjx49G+fXupy5HEsmXLkJiYiOjoaLRs2RIpKSlYsGABRo4cCVdXV7NtYOjQoXjttdfw5ZdfYs6cORJXXnYMBgPefvtt/PLLL6hUqRJq1aqF7OxsXL9+HZUqVULLli1x9epV/PTTT9i9ezeGDBmC6Ohoqcsuc7m5uaYPD6pUqYKWLVvCz88PSqUSBoMBarUaGRkZSEhIwGeffYY9e/Zg4cKFvIrERp0+fRrjx4+Hi4sLmjdvjqysLMTHx2Py5Ml49dVXMWrUKKlLtArmQPfjfBDy8vIwfPhwJCYmmj5s/vHHHzF58mR8+umn8Pf3R+fOnZGXl4f9+/dj9OjRWLt2LapXry5x5WXrxx9/fODzBQUFMBgMOHLkCK5fv256vGvXrpYuzapGjBiByMhIPP/882aPb968GYsXL0ZhYaHpsSeeeAIzZ8602SUJfvvtNyxatAjt27dHZGQkAJHD0qVLTR+iAEBwcDDeeecdNGzYUKpSLebatWuIjIxEZGQkXn31Vbv8lh4gPjDasGEDLly4AH9/f/Tt2xdPPPEEfvnlF8yaNcs0H5RKJSZMmGBz+wX7/L9eQSxfvhwA8OWXX5quAtu5cyfmzp2LTz75BFqtFr1795ayRKtYt24djhw5gt69e+OFF17AuXPn8OWXX2LcuHHw9vZGTEwM/P39AQCnTp3C2LFjsWrVKkyZMkXiysvW6NGjH7ruqEwmw6JFi8wes8WrIf5p6dKlqFy5MlavXm12NfGJEycwbtw4rFy50ubmQ0JCAl5//XXo9Xq8+OKLAIDff/8dU6ZMgVKpRNu2beHt7Y2rV6/iyJEjiI6Oxpdffolq1apJXHnZ69evHw4dOoQZM2Zg27ZtGD16tN1dAXPgwAF07doVQ4cOBQDUqVMHSqUSkyZNwoQJE8w+MAkICECPHj3w/fffS1WuRWzevBkHDx7E5MmT0bNnT9P+MiEhAW+//TYCAgLwzjvvIDc3F1988QViYmJQo0YNtGnTRuLKy9ayZctw+fJlzJw586EfoOzatQsffvghVqxYgQkTJlipQutITU39Vz9na99QWrVqFby8vPDll1+ajpVOnjyJ6dOn46uvvoJOp8PYsWMlrtLymAPdj/NBWLlyJS5evIixY8eazrHmzZuHt956CzVq1MCqVatMy/0NHjwYkZGRWLVqFWbOnClx5WXrgw8+MB0zGBvn/ySTybB+/XrIZDLTBUy21hg6efIkXn75ZbPHfv75Z8ybNw9+fn7o0qULvL29cenSJezYsQMjR47EmjVrEBwcLFHFlnHs2DFMmjQJHh4eCAwMBCB6MPPmzUNAQAB69+5tOsfavXs3xo0bh5iYGNSrV0/iysvWiBEjcPjwYSxbtgy7du3C66+/jjZt2tjVfVBu3bqF6Oho3Lhxw/TYvn37MG/ePEybNg2BgYHo0KED9Ho9tm/fjo8++ghBQUF49tlnJay6bLFhXI6dPHkSr7zyitlXhjt16oTatWtj9OjRmD9/Pry8vNC2bVsJq7S83bt3o2PHjpg4cSIAoFmzZlAoFFi2bBkmTJhgOtADgGeeeQbdunXDgQMHbK5B+Nprr+Hrr7+GQqFAjx49il0NVlBQgPXr16NDhw42d8L7IBqNBmfPnsWYMWOKLT3RqFEjdOvWDQcPHrS5+bBs2TJ4eHhgxYoVpgO1L774Av7+/li5cqXZFfaJiYkYPnw4li9fjtmzZ0tVssXUq1cPr7/+OpYuXYrvvvsO0dHRaNSoEV599VW88MILdnFgc/v27WIHqsabmgUFBRUbHxgYiLy8PKvUZi3btm1D165d0atXL7PH69evj4kTJ2LatGno378/PDw88Pbbb+PmzZvYsGGDzTWMf/nlF/Tu3fuRrrbv2LEjkpKSsG/fPptrGPfo0eOxt32ZTIYjR45YqCJpxMfHo1+/fmbHSg0bNsTKlSsxfPhwbNiwAT4+PhgwYICEVVoecxCmT5/+2D8jk8kwY8aMsi9GQpwPwv79+9GjRw/0798fABAaGoqCggLMnTsX/fr1M7s3TPXq1dGjRw9s375dqnItZsqUKViwYAH0ej1ee+01U5PQKD8/H/PmzcPAgQPxxBNPSFSlNFauXIng4GB89dVXcHV1NT3eu3dvREVFISYmxuY+QDD+m1evXm1aYmDlypWoXbs2Vq5cCaVSaRo7aNAgREZGYsWKFfjss8+kKtkiAgICsHz5cmzatAmrVq3Ce++9h+XLl6N///5o06aNTS6/8E+LFy9GZmYmpk6dipYtW+LKlSuYNWsWxo8fj6pVq2Lt2rVwdnYGAPTp0wcDBgzAV199xYYxWYdKpSrxRL9OnTr4/PPPMWLECLz//vuoUqUKnnnmGQkqtI709HQMHDjQ7LHWrVtj6dKlxd7QAXGwY2tXzgHAqFGj0KRJE8ycORO//PILpk+fjkaNGpmez87Oxvr169GpUyebW4biQWQyGWQyWanLLYSGhuKHH36wclWWd/bsWQwcONDULFar1bh48SKmTJlSbDmW2rVro0+fPvjuu++kKNUqXFxcMGHCBPTs2RMrVqzA/v37ceLECXh5eaFNmzZo3LgxwsLCbHY9Z19fX5w8eRLdu3c3PXby5EkAwIULF4qtyXj27FmbW7bn6tWrpS7VVLt2bRQUFODixYumq89btGiBBQsWWLNEq8jLyyvx2KE01atXR1ZWlgUrksaHH36I999/H2q1Go0bN7bZbf9h1Go1KleuXOxxf39/fPHFF4iOjsYXX3yBgIAAm/vw5H7MQbh48SISExNNV0k+CltsGHM+CFlZWcXW82/SpAkMBkOJNwEMCgpCbm6ulaqznh49eqBRo0aYOnUqNm7ciIkTJ6JTp06m57OzszFv3jw0btzYrs6x1Go1kpOTMXnyZLNmMQDUqFEDPXr0wI4dOySqznKSkpIwdOhQU0O0oKAAaWlpmDp1qlmzGBA3kn7llVfw1VdfSVGqxcnlcvTr1w8dO3bEV199ha1bt2LOnDmYN28enn/+edP5VWBgIDw8PGzuxm/Gb7l37twZABAWFoY333wTI0eORN++fU3NYgBwd3dH165dsWHDBqnKtQg2jMsxX19fnD17Ft26dSv2XP369TF79my8+eabePPNN03LV9giPz8/nD9/3uyxwMBAjBs3rsR1aRMTE0s8CLQFDRs2xPr16zFnzhyMHj0a/fr1w8iRI+1uTSGtVmv6vUKhQO3atZGSkoJmzZoVG3v27FmbnA9ardbs4M3R0RFyubzUf6u3t7fZmlu2KiQkBB988AHS09Px3XffYf/+/diyZYupWe7o6AhPT0/s3LlT4krLVsuWLbF582a4urqiWbNmuHTpEtasWYMaNWrg66+/xrPPPounn34aAHDo0CHs2LHDrLlsCzw9PfHnn38Wu8IYAM6cOQOZTGa2r8zMzCx2AmQLqlevjoMHD5aYQ0n27dtnc18nBYA2bdqgSpUqGDVqFPLz8/H5559LXZIkAgICcOrUqRI/TKlatSrmzp2LESNGYMaMGTb5XmnEHIQ1a9Zg+vTp2LdvHyIjI4t9/dxecD4IQUFBOHHihNm5pr+/P+bMmVPiOsV///03qlSpYsUKrSckJASrV6/GsmXLMHv2bBw6dAhvv/02KlWqJHVpknFycoJCoSj15uG2+gGCXC43+0BNqVTCycnJrDl4P2dnZ+h0OmuVJ4lKlSph9OjRGDJkCHbv3o39+/fjjz/+wOHDh03f5rLFb2nl5uYWO0Y2XpRR0oUIPj4+Zmt92wK51AVQ6Zo1a4bt27djx44dJV4F0Lx5c0ycOBE5OTkYMWLEQ2+KVlG1atUK27Ztw/r166FSqQCIN7D+/fub3ZnUYDBgx44d+PHHH0u8w7GtcHd3x+zZszF16lRs3boVr732GpKSkqQuy6pmz56Nzp07Y9y4cVi4cCECAwPx9ddfIy0tzTRGq9Viy5Yt2LFjR4mN5IquXr162LZtm+lNycHBAc8++ywOHjxYbKxer0dsbKxd3eXW398fI0eOxJYtW/DNN99g0qRJ6NSpE+rWrQsXFxepyytzw4cPx5NPPomtW7di8uTJWLJkCV544QXMnj0bWq0Ww4cPR58+fdCrVy9MnjwZPj4+NnfDt5YtW+LAgQP44osvzA7WTp8+jfnz58PX19e0TMeJEyfw7bffokGDBhJVazl9+vTBsWPH8MYbb+CPP/4wvW/er6CgAH/++SfeeOMNHD9+3GbvhxAREYE33ngDcXFx2Lp1q9TlSKJNmzb4+eefsWLFCty8ebPY8+Hh4Xj//feh1Woxfvx4/PzzzxJUaXnMQVAoFHj//ffx9NNPY8OGDdDr9QgMDHzof7aG80Ho2LEjfvrpJ3z66ae4fPkyADFHWrdubbb0gkqlwooVK7Bnzx7873//k6pci1MoFBg9ejQWL16MhIQE9O/f3+YaYA+TmZkJjUYDQDROw8PDcfbs2RLHnjhxAn5+ftYszyqeeuopbNmyBXfu3AEgGqFNmzbF7t27i41Vq9XYunWr2RKitkypVKJ79+5YtGgR9uzZg/nz52Po0KF46aWXbGoZBqOAgAD8+uuvZo8Z//zXX38VG3/ixIlSP2CpqGTZ2dmP9n0ksro7d+5g+PDhuHTpEpycnPDll18W+9oQAGzYsAELFy40/dnWbnKWl5eHcePG4fTp06hduza+/vrrEsf17NkTqamp8Pf3x5o1a2z6igCj1NRUTJ8+HefPn0e/fv2wbt06LFq0yKa/LrVz504kJiYiMTERSUlJyM7ONj0XFRWF119/HQDQq1cvXLt2DVWqVMHatWtt7uvIR44cwRtvvIH69etjzJgxaNCgAS5evIhhw4bh5ZdfRq9eveDj44PExESsXLkSf/zxB6ZPn44OHTpIXXqZeuGFFx7p5l72QKfT4eDBg7h69Spq1KiBFi1aQCaT4cSJE1i6dCmSkpLg5OSEpk2bYtSoUTa3JEVOTg6GDBmClJQUuLi4IDg4GHl5ebh+/Trkcjnmzp2LF198ET/88APmzJkDX19fLF++3Cavrl2zZg1Wrlxp+jaGi4uL6WpqtVptWr/awcEBkZGRGDJkiGS1WsNrr72G27dvY+vWrXBwcJC6HKtSq9WYPHkyjh07BplMhnXr1pV4V/t9+/ZhxowZKCoqgkwms7ljSeZg7saNG3jllVfQokULfPDBB1KXY3WcD4JGo8G0adOwf/9+1K1bF+vWrStxXPv27ZGdnY06depgxYoVxb6Wb4tUKhU++ugj7Nu3D+3atcOePXts/hzLeN8PuVyO4OBg1KxZE3l5eYiPj8fSpUtN98q4efMmvvnmG6xfvx4DBgzAmDFjJK68bCUkJGDYsGGoUqUKhg4dihdffBEFBQUYNmwYwsLC0LNnT/j4+CApKQlr167FxYsX8dlnn5luQm4LeH4lrFy5EjExMWjcuDFefPFF0w0fw8PDcebMGUydOhXt2rWDTqfDd999h/nz52PQoEEYPny41KWXGTaMy7mioiKsX78ef/zxBz744IMSl2AARPNo7ty5SE1NtbmDGUBcLbpjxw7k5eWVegOKsWPHIjAwEMOGDSs1J1uk1+uxevVqrF69Gnq93uYPZv7p1q1bpgZyeHg4GjZsCACYMGECfH19MWzYMJtrjBlt27YNn332GQoLC+Hq6gp/f3/k5ubi1q1bZuMMBgMGDBhgk3f8fvnllzFx4kS0aNFC6lKoHFCpVFi1ahUOHjyI9PR0uLi4oEGDBoiKijJ9I+Wvv/7Cn3/+iW7dutnsvgEQ6//v2bMHZ86cQUZGBlQqFQwGA1xdXREUFITw8HD873//s7krIUpSVFSEoqKiYjeLtSexsbH4448/MH78+FK/Yp2UlIT58+fjxIkTNnksCTCH++3atQuJiYkYNWqU3S1tZsT5IBw7dgxZWVmlNodmz56NatWqoU+fPnbRLL7fzp07MW/ePOTn59v8OdbJkyfNLsq5ePEiioqKAABDhgzB0KFDAYhj7xs3bqBWrVqIiYmxyeW9jhw5gvfffx+ZmZmQyWRQKpWQyWTFlvdTKBQYO3aszX1Ta8SIEYiMjMTzzz8vdSmS0mq1eOedd8y+wdu3b1/07t0bgwYNgkqlglKphMFgQGFhoU1+qMaGsQ0xGAxISUlBjRo1pC6FJHDmzBn8/vvv6NSp02Pd8Igqtps3b2LHjh04efIkLl++jNzcXBQVFcHFxQUBAQEICwtDly5dEBERIXWpZCVarRYpKSlIS0tDQUEBZDIZPDw84O/vb3d39yaix6dWq23qZOffYg50P84H+3X9+nWcOHECTZo0sbuLkq5cuYLExESEhISYrsL/6KOPEBAQgH79+tn0NqFWq3HgwAGcOHECycnJyM3NhUajgVKpNJ1jtW/fnufdduDs2bOmb3Aat4NLly7hyy+/NPsG56uvvmpzSx+yYVxBsAEgMAeBOQjMge5n7/MhOzsbMTExiI2NNS058E/u7u7o1KkTIiMjS7wDuq2w97lARESPJjMzEwkJCUhLS4NarTZ7vwgPD4enp6fUJVoFcxCYA5E5bhP2jQ3jco4NAIE5CMxBYA7m7L05xvkAZGRkYMiQIUhPT0dERATCwsLg5+dn+pqUWq1GRkYGzpw5g9OnTyM4OBjLli2zubudcy4QET0ae28CpKSk4PPPP8fRo0dhMBiK3WBcJpNBJpOhefPmGD16NKpXry5RpZbFHATmYM7e9w9G9pwDtwlzpc0F49XmtjoX2DAux9gAEJiDwBwE5nAPm2OcD0bTp0/Hr7/+ivnz56NBgwYPHHvq1ClMnDgRrVq1wrRp06xToBVwLtD9hg0b9tg/I5PJsHz5cgtUQ1R+sAkAXL58GdHR0dBoNGjdurXZ+wUA0/vF6dOncfDgQbi6umLFihUICQmRuPKyxRwE5nAP9w+CvefAbeIee58LbBiXY2wACMxBYA4CcxDYHBM4H4S2bduid+/eGDJkyCONj4mJwdatW7Fz504LV2Y9nAsCG6XCG2+8gd9//x0ymazYwX1pZDKZzd3UivNBYA4CmwDCpEmTcPbsWSxbtgzVqlV74NgrV65g+PDhiIiIwJw5c6xUoXUwB4E5CNw/CMyB24QR5wJgn7fErSCOHDmCAQMGPPTEFwCeeeYZ9OvXD1u3brV4XdbGHATmIDAHYfHixcjNzcXy5csfuTm2dOlSm2uOcT4IGo0GHh4ejzzex8cHOTk5FqzI+jgXBDc3t3/VKLU18+fPx8KFC7F+/XoMGzYM0dHRUpckCc4HgTkIixcvhouLC9auXfvAJkCfPn1MTYClS5faXBPg1KlTGDx48EMbIQBQvXp19O3bFxs2bLBCZdbFHATmIHD/IDAHbhNGnAtsGJdrbAAIzEFgDgJzENgcEzgfhNDQUMTGxqJHjx5wdHR84FiNRoMff/wRoaGhVqrOOjgXBDZK7xk7dixSU1OxatUqNG/e3HRna3vC+SAwB4FNAEEmk0Eulz/yeGdnZxQUFFiwImkwB4E5CNw/CMyB24QR5wLw6LOArM7YANBoNA8da6sNAIA5GDEHgTkIbI4JnA/CoEGDcPbsWURFRWHr1q1ITExETk4OtFottFotVCoVLl68iO3btyMqKgrnzp3DoEGDpC67THEu3DN27Fi0atUKq1atwoULF6QuR1LvvPMOlEolFi1aJHUpkuF8EJgDmwBGdevWxbZt26BSqR46Njc3F1u2bMGTTz5phcqsizkIzEHg/kFgDtwmjDgXuIZxuXbo0CFMnjwZtWvXRs+ePREWFgZ/f3+4uroCEGumpKenIyEhAZs3b0ZiYiI++ugjtG7dWuLKyxZzEJiDwByEIUOGQKfTYcWKFY90RenQoUMBAGvWrLFCddbD+XBPbGws5s+fj+zs7FK/Sm0wGODh4YHx48ejc+fOVq7QsjgXzN25cwfdu3dHWFiYXTdLAeDYsWO4fPkyevbsCYXCPr9cx/kg2HsOo0aNws2bN7F69Wq4u7s/cGxubi6ioqLg4+ODZcuWWalC64iLi8PIkSNRqVIldOrUCeHh4fD394eLiwuAe+tSJiQk4Mcff8Tt27exaNEiNGzYUOLKyxZzEJiDwP2DwBy4TRhxLrBhXO7ZewPAiDkIzEFgDmyO3Y/z4R61Wo1Dhw7hzJkzyMjIgEqlgsFggJubG4KCghAWFoamTZuabtZgazgXzLFRSvfjfBDsOQc2Ae45ceIEPvnkEyQnJz/w/SIkJASTJk3C888/b+UKrYM5CMyB+wcj5iBwm+BcANgwrhDsvQFgxBwE5iAwBzbH7sf5QEacC0REpWMTwFxCQgJOnz5ter8AAFdXV9P7Rf369SWu0DqYg2DvOXD/IDCHe7hN2PdcYMOYiKgCY3OMHkV2djYGDx6MWbNmISIiQupyiCTHbYLsnb03AYiodNw/CMyBjOx1LrBhXIHxZEdgDgJzEJgD3Y/zQcjMzETHjh3xxRdf4LnnnpO6HElwLgjMQeA2IXA+CMyB7peZmYlOnTph0aJFdr1/YA4CcyAyx23Cfjz6Lf+o3NHpdLh+/ToKCwulLkVSzEFgDgJzELKzs9GtWzfExcVJXYqkOB/IiHNBYA50P84HgTkImZmZaNy4MY4fPy51KZIzGHhNFcAcjJgD9w9GzEHgNmEfc4ENYyIiG8STXyIiInpcbAIQUWm4fxCYAxnZ+lxgw5iIiIiIiIiIiIiIALBhTEREZPPc3d0xdepU1KxZU+pSiMoFbhNERERERKVTSF0A/Xs82RGYg8AcBOZA97Pn+ZCXl4eCggLI5XJ4eHigc+fOUpckKXueC/ez5xy4TRRnz/PhfsyB7lepUiUsXboUderUkboUSTEHgTkQmeM2YT9k2dnZtr3oho3558mOo6Oj1CVJgjkIzEFgDsUVFhbi559/RpMmTeDj4yN1OVZlz/Nh37592LFjB+Lj45Gbm2v2nJeXFyIiItC5c2e0aNFCogqty57nwv3sOQduE8XZ83y4H3MoTqvVIi4uDnXq1IG7u7vU5RBROcL9g8AcyMge5gIbxhUAT3YE5iAwB4E5FGfPJ7/2Ph8KCwsxZcoUHD16FAqFAjVr1oSfnx+USiUMBgPUajUyMjJw6dIl6HQ6NG/eHB988AGcnJykLr3M2ftcMLL3HLhNmLP3+WDEHIiIiIgeDRvG5RhPdgTmIDAHgTmYs/eTX84HYenSpVi7di2GDRuG/v37Q6lUljiuoKAAGzZsQExMDKKjozF06FArV2o5nAsCcxC4TQicDwJzICIiIno8XMO4HFu9ejWOHj36WCc7a9eutbmTHeYgMAeBOQglnfw+/fTTxU5+Dx8+jF9//dVmT345H4TY2Fi8/PLLiIqKeuA4FxcXREdHIz09HbGxsTaVA+eCwBwEbhMC54PAHOh+y5cvf+yfkclkGDZsmAWqkQ5zEJgDkTluE2TEhnE5xpMdgTkIzEFgDgJPfgXOByErKwv16tV75PHh4eHYvXu3BSuyPs4FgTkI3CYEzgeBOQhsAgjbt2/HrVu3AAAGw6N92ZY5CMxBsMUcuH8QmAO3CSPOBTaMyzWe7AjMQWAOAnMQePIrcD4IQUFBOH78OLp37/5I448ePQo/Pz8LV2VdnAsCcxC4TQicDwJzENgEEDZu3IhJkybh77//xoABA9CsWTOpS5IEcxCYg8D9g8AcuE0YcS6wYVyu8WRHYA4CcxCYg8CTX4HzQXj55ZexYMECzJkzB/369UNISEiJ41JTU/HVV19h//79GD58uJWrtCzOBYE5CNwmBM4HgTkIbAIIHh4eWLBgASIjI7F9+3YMHDgQ3t7eUpdldcxBYA4C9w8Cc+A2YcS5wJvelWsbNmzAggUL0L1790c62dm6dSuGDx+OwYMHW7dQC2MOAnMQmIPQp08fhIaG4sMPP3yk8e+88w7Onz+P7777zsKVWRfng6DX6/Hxxx9j69atkMlkcHd3h5+fH1xdXQHAtKZ1Tk4ODAYDOnfujHfffRdyuVziyssO54LAHARuEwLng8Ac7lGr1YiMjMStW7ewadMmu2wCGF28eBEDBw5E165d8fbbb0tdjmSYg8AcuH8wYg4CtwnOBTaMyzGe7AjMQWAOAnMQePIrcD6Yi4+Px86dO3HmzBlkZGRApVLBYDDA1dUVQUFBCA8PR7t27RARESF1qWWOc0FgDubseZsAOB+MmIM5NgHuWbNmDS5cuIBZs2ZBobDfL98yB4E5cP9gxBwEbhP2PRfYMK4A7P1kx4g5CMxBsPccePJrzt7nA93DuSAwB7of54PAHO5hE4CISsP9g8AcyMhe5wIbxkREFRhPful+Go0GFy5cgFwuR+3atUs9oMnMzMSlS5fw3HPPWblCIuviNkFERERE9PjYMK4AeLIjMAeBOQjMge7H+QDs2LEDn3/+OVQqFQBxw4ohQ4agT58+xcbGxsZixowZOHr0qLXLtDjOBYE5cJu4H+eDwBzofo86H7KysnDx4kWbnQ/MQWAOROa4TZD9XEtdQT3Oyc7x48dt9mSHOQjMQWAO9/Dkl/MBAH7//Xe8//77CAgIQMeOHZGVlYUDBw5g/vz5OH36NGbOnAkHBwepy7Q4zgWBOXCbuB/ng8Ac7mET4PHmw7Fjx2x2PjAHgTncw/2DYO85cJu4x57ngm0uZmkjjCc7bm5u6N27N/73v/+hoKAA8+fPx3vvvQedTid1iVbBHATmIDCHe3bs2IEOHTogOjoakZGR6NChAzZt2lTi2OPHj2PMmDFWrtDyOB+EdevWITg4GBs3bsSECRMwe/ZsbNy4EaGhodi7dy+mT58udYkWx7kgMAeB24TA+SAwh3se59jh2LFjPHawYcxBYA73cP8g2HsO3Cbusfe5wCuMyzHjyc5XX31lupHV1atX8dZbb2Hv3r0AgNmzZ0tZolUwB4E5CMxB4NVzAueDcP78eURFRZkyAIBq1aph+fLlGDVqFPbu3Qtvb29MmDBBwioti3NBYA4CtwmB80FgDgKPHQTOB4E5CMxB4P5BYA7cJow4F3iFcbl2/vx5dOvWrcSTnbp162Lv3r347LPPJKzQOpiDwBwE5iDw6jmB80HQarVwcXEp9ri7uzsWLFiAqlWrYvPmzfjmm28kqM46OBcE5iBwmxA4HwTmIPDYQeB8EJiDwBwE7h8E5sBtwohzgQ3jco0nOwJzEJiDwBwEvpELnA9CtWrVcPjw4RKf8/LywmeffQYPDw8sWLAAP/30k5Wrsw7OBYE5CNwmBM4HgTkIPHYQOB8E5iAwB4H7B4E5cJsw4lxgw7hc48mOwBwE5iAwB4Fv5ALng9CpUyf8/vvvmDVrFuLi4qDRaMyeDwkJwbx58+Dk5ITp06fj22+/lahSy+FcEJiDwG1C4HwQmIPAYweB80FgDgJzELh/EJgDtwkjzgU2jMs1nuwIzEFgDgJzEPhGLnA+CH379kWXLl2wc+dODBs2DCkpKcXGREREYOHChfDw8EB8fLwEVVoW54LAHARuEwLng8AcBB47CJwPAnMQmIPA/YPAHLhNGHEuALLs7GyD1EVQyXQ6HT766CNs374dMpkMX3/9NWrVqlVs3N9//43Jkyfjzp07kMlkOHr0qATVWg5zEJiDwByE9evXY+HChejUqRO6deuGJ598Eo6OjmZj4uLiMGbMGBQVFaF+/fo4c+aMzeXA+WAuLi4OR48exYABA+Dm5lbimFu3bmHZsmX47bffEBsba+UKLYdzQWAO5ux5mwA4H4yYg8BjB4HzQWAOAnMQuH8QmAO3CSPOBTaMKwR7P9kxYg4CcxDsPQe+kZuz9/lA93AuCMyB7sf5INh7Djx2MGfv88GIOQj2ngP3DwJzuIfbBOcCG8ZERBWYvb+RU3EJCQmIj49HWloaCgoKIJfL4eHhAT8/P0RERKBOnTpSl0hkVdwmiMzx2IGISsP9g8AcyMie5wIbxhUET3YE5iAwB4E50P3sfT6cOnUKn3zyCS5fvgyDoeS3dplMhjp16mDSpEmIiIiwcoXWY+9zwcjec+A2Yc7e54MRc6D7cT4IzEFgDkTmuE3YNzaMyzme7AjMQWAOAnMwZ+9v5JwP4pPvESNGwNPTE127dkV4eDj8/PygVCphMBigVquRkZGB+Ph4bN++HSqVCsuXL0f9+vWlLr1McS4IzIHbxP04HwTmYI7HDpwPAHMwYg7m7H3/YGTPOXCbMGevc4EN43KMJzsCcxCYg8Ac7uEbOeeD0ahRo5Ceno6VK1fCy8vrgWOzs7MxZMgQBAYGYtGiRdYp0Ao4FwTmIHCbEDgfBOZwD48dOB+MmIPAHO7h/kGw9xy4Tdxj73OBDeNyjCc7AnMQmIPAHAS+kQucD0Lr1q0xfPhw9OnT55HGb9q0CTExMdi7d6+FK7MezgWBOQjcJgTOB4E5CDx2EDgfBOYgMAeB+weBOXCbMOJcAORSF0ClS0hIwCuvvPLQjRQAvLy88Morr+Ds2bOWL8zKmIPAHATmICxfvhyBgYHYuHEjRowYgebNm6Nu3boICQlBjRo1UK9ePbRo0QIjR47Exo0b4e/vj6VLl0pddpnjfBCcnZ1RUFDwyOM1Gg30er0FK7I+zgWBOQjcJgTOB4E5CDx2EDgfBOYgMAeB+weBOXCbMOJcYMO4XOPJjsAcBOYgMAeBb+QC54MQHh6OLVu24Pr16w8dm5aWho0bN+Lpp5+2QmXWw7kgMAeB24TA+SAwB4HHDgLng8AcBOYgcP8gMAduE0acC2wYl2s82RGYg8AcBOYg8I1c4HwQRo4ciYKCAvTp0wdTp07Fpk2b8Msvv+CPP/7AH3/8gYMHD+Lbb7/FjBkz0K9fP+Tn52PkyJFSl12mOBcE5iBwmxA4HwTmIPDYQeB8EJiDwBwE7h8E5sBtwohzgWsYl2uXLl3C0KFDodFo0LJlS9OaKa6urgBgWjPlzJkz+OWXXyCXy7FixQrUrl1b4srLFnMQmIPAHIRJkybh3LlziImJQWBg4APHpqWlYejQoahTpw7mz59vpQqtg/PhnuTkZMyfPx9Hjx4FIG7AcD+DwQC5XI7nnnsO48aNQ2hoqBRlWgzngsAc7rH3bQLgfDBiDgKPHQTOB4E5CMxB4P5BYA7cJow4F9gwLvd4siMwB4E5CMyBb+T343wwl5WVhTNnziA9PR15eXkwGAxwdXVFUFAQ6tevD29vb6lLtBjOBYE5mLPnbQLgfDBiDjx2uB/ng8AcBObA/YMRcxC4TXAuAGwYVxj2frJjxBwE5iDYew58Izdn7/NBrVZj06ZNOHXqFORyORo1aoQePXrAxcWl2Ng//vgDq1atwooVKySo1PLsfS4Y2XsO3CbM2ft8MLL3HHjsYM7e54MRcxDsPQfuHwTmcA+3CfueC2wYl3M82RGYg8AcBOZgzt7fyDkfAJVKhWHDhuHixYumx2QyGfz9/fHxxx+jXr16ZuNjY2MxY8YM08GPreBcEJgDt4n7cT4IzMEcjx04HwDmYMQczNn7/sHInnPgNmHOXueCQuoCqHQlnez8/vvv2Lx5c4knO7dv30ZcXJy1y7Q45iAwB4E53FPSG3nv3r3t6o2c80FYsWIFLl++jAkTJqBTp07IzMzEunXrsGPHDowYMQILFixARESE1GVaFOeCwBwEbhMC54PAHO7hsQPngxFzEJjDPdw/CPaeA7eJe+x9LsilLoBKd//Jzr59+7B582Z06tQJN27cwIgRI2x2o/wn5iAwB4E5CCqVClFRUViyZAmOHDmCw4cPY9GiRejbty/OnTtXbLytvpFzPggHDx5Ex44d0adPH7i7uyMkJARTp07F1KlToVarMWHCBLODPlvEuSAwB4HbhMD5IDAHgccOAueDwBwE5iBw/yAwB24TRpwLbBiXazzZEZiDwBwE5iDwjVzgfBBu3bqFp556qtjjnTt3xttvv43c3FyMHz8eN2/elKA66+BcEJiDwG1C4HwQmIPAYweB80FgDgJzELh/EJgDtwkjzgU2jMs1nuwIzEFgDgJzEPhGLnA+CO7u7khPTy/xua5duyI6OhoZGRkYP348VCqVlauzDs4FgTkI3CYEzgeBOQg8dhA4HwTmIDAHgfsHgTlwmzDiXGDDuFzjyY7AHATmIDAHgW/kAueD8Mwzz+Dbb79FSkpKic8PGzYMHTp0QFJSEsaNG2eT84JzQWAOArcJgfNBYA4Cjx0EzgeBOQjMQeD+QWAO3CaMOBfYMC7XeLIjMAeBOQjMQeAbucD5IAwdOhQajQYDBw7EmDFjkJqaWmzMe++9h1atWiE+Ph5LliyRoErL4lwQmIPAbULgfBCYg8BjB4HzQWAOAnMQuH8QmAO3CSPOBTaMyzWe7AjMQWAOAnMQ+EYucD4IoaGhWLduHRo0aIC//voLMpms2BiFQoGPPvoIr732WonPV3ScCwJzELhNCJwPAnMQeOwgcD4IzEFgDgL3DwJz4DZhxLnAhnG5xpMdgTkIzEFgDgLfyAXOh3tCQkKwaNEi7Nu3D4GBgSWOkcvlGDVqFLZs2YLJkydbuULL4lwQmMM99r5NAJwPRsxB4LGDwPkgMAeBOQjcPwjMgduEEecCIMvOzjZIXQQ9XFFRERwdHR+4MaalpeHIkSPo2bOnFSuzLuYgMAfB3nNISUnB3Llz8ddff2HTpk0ICgoqNkav12Pp0qVYv3499Ho9jh49KkGl1mHv84Hu4VwQmAPdj/NBsPcceOxgzt7ngxFzEOw9B+4fBOZwD7cJ+54LbBgTEVVw9v5GTkRERI+Hxw5EVBruHwTmQEb2OhfYMCYiIiIiIiIiIiIiAFzDmIiIiIiIiIiIiIjuYsOYiIiIiIiIiIiIiACwYUxEREREZBf0er3UJRARERFRBaCQugAiIiIiIntx4sQJjBgxotjjMpkMTk5OcHd3R40aNdCiRQt069YNLi4uZfL3/vLLL/jhhx+wcOHCMnk9IiIiIrJdbBgTEREREUmgffv2Zn8uKirCzZs3cfr0aZw4cQIbN27E/PnzERoa+p/+nlOnTmHKlCkIDg7+T69DRERERPaBDWMiIiIiIgnMmjWrxMdv3bqFjz76CIcOHcKoUaOwdu1a+Pv7/+u/h0tREBEREdHj4BrGRERERETliK+vL+bMmYOIiAhkZWVhyZIlUpdERERERHZElp2dbZC6CCIiIiIie3D/GsbHjh174NizZ89i0KBBkMvliI2NhZeXFwBArVZj69atOHDgAC5evAiVSgUXFxfUqFEDbdu2Ra9evaBQiC8SDh8+HCdPnjR73cDAQGzbts3059zcXGzcuBH79+9HamoqFAoFatasiS5duqBLly5wcHAowwSIiIiIqLzjkhREREREROXQk08+icDAQFy/fh1//PEH2rVrh7y8PLz++uu4cOECPDw88NRTT8HZ2RlXr15FfHw84uPjkZCQYFru4vnnn4dCocCxY8fg6uqKFi1amBrPAHDt2jWMHj0aaWlp8Pb2xrPPPgu9Xo9Tp07hww8/xMGDB/Hpp5+aGtBEREREZPt45EdEREREVE7VrFkT169fR3JyMgBg7dq1uHDhAp588kksXboUrq6uprE//fQT3nvvPezZswfjxo2Dj48PoqKi8PTTT+PYsWPw9vY2WzdZp9PhzTffRFpaGnr27Ilx48ZBqVQCEOsoT5o0CYcPH8ayZcswevRoq/67iYiIiEg6XMOYiIiIiKic8vDwAADcvn0bAODq6opmzZphzJgxZs1iAGjbti0qVaoEg8GAtLS0h772r7/+iqSkJNSqVQuTJk0yNYsBsY7yrFmzIJPJsHnzZuTl5ZXhv4qIiIiIyjNeYUxEREREVE4VFRUBAORycZ3H4MGDi40pLCzElStXkJCQAL1eDwDQaDQPfW3jGsrPPfdciesUV69eHSEhIUhOTsbp06fRuHHjf/vPICIiIqIKhA1jIiIiIqJyKicnBwBQqVIl02M3b97EDz/8gJMnTyIlJQVZWVkwGMR9rGUyGQCY/vwgN27cAABs3LgRGzdufKSxRERERGT72DAmIiIiIiqHDAYDLly4AACoU6cOAODAgQN47733UFRUBE9PT9SvXx81atRAaGgonnnmGYwbNw6pqamP9Po6nQ4A8NRTT6Fq1aoPHOvv7/8f/iVEREREVJGwYUxEREREVA6dPHkSOTk5cHZ2RqNGjaBWqzF79mwUFRVh4MCBGDVqVLGlJHJzcx/59atUqQIAaNOmDfr371+mtRMRERFRxcWb3hERERERlTM6nQ7Lli0DALRr1w6enp5ISkoyLVExdOjQYs3i+Ph40/PGtYyBe8tU/NOzzz4LADh48GCJz+fk5KBPnz4YOnQoUlJS/ts/iIiIiIgqDDaMiYiIiIjKkVu3buHdd9/F33//jSpVqmDkyJEAgMqVK5vGHDhwwOxnEhMTMW3aNNOfjTfLAwBnZ2cAgEqlMlvb+H//+x+qVq2KU6dO4bPPPoNarTY9V1BQgBkzZuDy5cvIzc1F9erVy/TfSERERETllyw7O/vhd8QgIiIiIqL/7MSJExgxYgQAoH379qbHDQYD1Go10tPTkZSUBK1Wi2rVquHTTz9FzZo1TePeeust7N+/HwAQEREBX19f3LhxA2fPnoWTkxN8fHyQlpaGadOmoXPnzgCA7OxsdOjQATqdDuHh4QgODsasWbMAiEbz2LFjkZmZicqVK6NevXqQy+U4ffo0cnJy4Ovri6VLlyIkJMRaERERERGRxNgwJiIiIiKykvsbxv/k5OQELy8vhIaGolWrVujUqROcnJzMxmg0GmzevBk7d+5EWloatFot/P398eyzz2LAgAE4dOgQFixYgNatW+Pjjz82/VxsbCxiYmJw/fp1eHp64ptvvoGXlxcA4Pbt29iwYQMOHTqE1NRUKBQKBAYGonnz5ujTpw+8vb0tlgcRERERlT9sGBMRERERERERERERAK5hTERERERERERERER3sWFMRERERERERERERADYMCYiIiIiIiIiIiKiu9gwJiIiIiIiIiIiIiIAbBgTERERERERERER0V1sGBMRERERERERERERADaMiYiIiIiIiIiIiOguNoyJiIiIiIiIiIiICAAbxkRERERERERERER0FxvGRERERERERERERASADWMiIiIiIiIiIiIiuosNYyIiIiIiIiIiIiICwIYxEREREREREREREd31/6BLidP7jJ4aAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "\n", - "# Convert the \"Date\" column to datetime format\n", - "dfRecoveredCase_transposed['Date'] = pd.to_datetime(dfRecoveredCase_transposed['Date'])\n", - "\n", - "# Set the size of the plot\n", - "plt.figure(figsize=(15, 6))\n", - "\n", - "# Create the line plot\n", - "sns.lineplot(x=\"Date\", y=\"Cases\", data=dfRecoveredCase_transposed)\n", - "\n", - "# Set labels and title\n", - "plt.xlabel(\"Date\")\n", - "plt.ylabel(\"Cases\")\n", - "plt.title(\"Recovered Covid19 cases\")\n", - "\n", - "# Rotate the x-axis labels by 90 degrees for better visibility\n", - "plt.xticks(rotation=90)\n", - "\n", - "# Set the desired starting point for the date locator (e.g., '2023-03-01')\n", - "start_date = '2023-03-01'\n", - "\n", - "# Convert the start_date to a matplotlib date format\n", - "start_date = mdates.datestr2num(start_date)\n", - "\n", - "# Calculate the number of days since the start_date for all data points\n", - "days_since_start = dfRecoveredCase_transposed['Date'].apply(lambda date: mdates.date2num(date) - start_date)\n", - "\n", - "# Create the major tick positions based on the number of days\n", - "major_tick_positions = days_since_start.tolist()\n", - "\n", - "# Set the major tick positions and format the major ticks with the desired date format\n", - "date_formatter = mdates.DateFormatter('%Y-%m-%d') # Format as desired, e.g., '%Y-%m-%d'\n", - "plt.gca().xaxis.set_major_locator(mdates.DayLocator(interval=28)) # Display major ticks every 7 days\n", - "plt.gca().xaxis.set_major_formatter(date_formatter)" - ] - }, - { - "cell_type": "markdown", - "id": "a47f2420", + "cell_type": "markdown", + "id": "a47f2420", "metadata": {}, "source": [ "# Deaths Cases" @@ -9051,7 +9056,7 @@ }, { "cell_type": "code", - "execution_count": 259, + "execution_count": 108, "id": "816beb3e", "metadata": {}, "outputs": [], @@ -9071,7 +9076,7 @@ }, { "cell_type": "code", - "execution_count": 260, + "execution_count": 109, "id": "ef1de005", "metadata": { "collapsed": true @@ -9475,7 +9480,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 260, + "execution_count": 109, "metadata": {}, "output_type": "execute_result" } @@ -9487,7 +9492,7 @@ }, { "cell_type": "code", - "execution_count": 261, + "execution_count": 110, "id": "b767b40a", "metadata": { "collapsed": true @@ -9580,7 +9585,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 261, + "execution_count": 110, "metadata": {}, "output_type": "execute_result" } @@ -9592,7 +9597,7 @@ }, { "cell_type": "code", - "execution_count": 262, + "execution_count": 111, "id": "68f17d5f", "metadata": {}, "outputs": [], @@ -9610,7 +9615,7 @@ }, { "cell_type": "code", - "execution_count": 263, + "execution_count": 112, "id": "34e74f65", "metadata": {}, "outputs": [ @@ -9701,7 +9706,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 263, + "execution_count": 112, "metadata": {}, "output_type": "execute_result" } @@ -9712,7 +9717,7 @@ }, { "cell_type": "code", - "execution_count": 264, + "execution_count": 113, "id": "775f9b87", "metadata": {}, "outputs": [], @@ -9723,7 +9728,7 @@ }, { "cell_type": "code", - "execution_count": 265, + "execution_count": 114, "id": "5a6cdcf7", "metadata": {}, "outputs": [ @@ -9814,7 +9819,7 @@ "[1 rows x 1083 columns]" ] }, - "execution_count": 265, + "execution_count": 114, "metadata": {}, "output_type": "execute_result" } @@ -9825,7 +9830,7 @@ }, { "cell_type": "code", - "execution_count": 266, + "execution_count": 115, "id": "e6a6c58a", "metadata": {}, "outputs": [], @@ -9835,7 +9840,7 @@ }, { "cell_type": "code", - "execution_count": 267, + "execution_count": 116, "id": "5d222135", "metadata": {}, "outputs": [], @@ -9845,7 +9850,7 @@ }, { "cell_type": "code", - "execution_count": 268, + "execution_count": 117, "id": "a36a1a44", "metadata": {}, "outputs": [], @@ -9855,7 +9860,7 @@ }, { "cell_type": "code", - "execution_count": 269, + "execution_count": 118, "id": "d07b9e03", "metadata": {}, "outputs": [], @@ -9865,7 +9870,7 @@ }, { "cell_type": "code", - "execution_count": 270, + "execution_count": 119, "id": "f8601c2b", "metadata": {}, "outputs": [ @@ -9965,7 +9970,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 270, + "execution_count": 119, "metadata": {}, "output_type": "execute_result" } @@ -9976,7 +9981,7 @@ }, { "cell_type": "code", - "execution_count": 271, + "execution_count": 120, "id": "ef4c1750", "metadata": {}, "outputs": [], @@ -9986,56 +9991,120 @@ }, { "cell_type": "code", - "execution_count": 272, - "id": "3769c228", + "execution_count": 121, + "id": "1f261275", "metadata": {}, "outputs": [ { "data": { - "image/png": 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DateCases
03/23/201
13/24/201
23/25/201
33/26/201
43/27/201
.........
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" + " Date Cases\n", + "0 3/23/20 1\n", + "1 3/24/20 1\n", + "2 3/25/20 1\n", + "3 3/26/20 1\n", + "4 3/27/20 1\n", + "... ... ...\n", + "1077 3/5/23 3155\n", + "1078 3/6/23 3155\n", + "1079 3/7/23 3155\n", + "1080 3/8/23 3155\n", + "1081 3/9/23 3155\n", + "\n", + "[1082 rows x 2 columns]" ] }, + "execution_count": 121, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "\n", - "# Convert the \"Date\" column to datetime format\n", - "dfDeathCase_transposed['Date'] = pd.to_datetime(dfDeathCase_transposed['Date'])\n", - "\n", - "# Set the size of the plot\n", - "plt.figure(figsize=(18, 6))\n", - "\n", - "# Create the line plot\n", - "sns.lineplot(x=\"Date\", y=\"Cases\", data=dfDeathCase_transposed)\n", - "\n", - "# Set labels and title\n", - "plt.xlabel(\"Date\")\n", - "plt.ylabel(\"Cases\")\n", - "plt.title(\"Covid19 Death cases\")\n", - "\n", - "# Rotate the x-axis labels by 90 degrees for better visibility\n", - "plt.xticks(rotation=90)\n", - "\n", - "# Set the desired starting point for the date locator (e.g., '2023-03-01')\n", - "start_date = '2023-03-01'\n", - "\n", - "# Convert the start_date to a matplotlib date format\n", - "start_date = mdates.datestr2num(start_date)\n", - "\n", - "# Calculate the number of days since the start_date for all data points\n", - "days_since_start = dfRecoveredCase_transposed['Date'].apply(lambda date: mdates.date2num(date) - start_date)\n", - "\n", - "# Create the major tick positions based on the number of days\n", - "major_tick_positions = days_since_start.tolist()\n", - "\n", - "# Set the major tick positions and format the major ticks with the desired date format\n", - "date_formatter = mdates.DateFormatter('%Y-%m-%d') # Format as desired, e.g., '%Y-%m-%d'\n", - "plt.gca().xaxis.set_major_locator(mdates.DayLocator(interval=28)) # Display major ticks every 7 days\n", - "plt.gca().xaxis.set_major_formatter(date_formatter)" + "dfDeathCase_transposed" ] }, { @@ -10048,7 +10117,7 @@ }, { "cell_type": "code", - "execution_count": 273, + "execution_count": 122, "id": "e674c155", "metadata": {}, "outputs": [], @@ -10060,7 +10129,7 @@ }, { "cell_type": "code", - "execution_count": 274, + "execution_count": 123, "id": "d38220b0", "metadata": { "collapsed": true @@ -10759,7 +10828,7 @@ "Zamfara 1.0 0.9 0 " ] }, - "execution_count": 274, + "execution_count": 123, "metadata": {}, "output_type": "execute_result" } @@ -10779,7 +10848,7 @@ }, { "cell_type": "code", - "execution_count": 275, + "execution_count": 124, "id": "830cf810", "metadata": {}, "outputs": [], @@ -10791,7 +10860,7 @@ }, { "cell_type": "code", - "execution_count": 276, + "execution_count": 125, "id": "1f69cbf5", "metadata": { "collapsed": true @@ -11059,7 +11128,7 @@ "Zamfara 188.50 127.30" ] }, - "execution_count": 276, + "execution_count": 125, "metadata": {}, "output_type": "execute_result" } @@ -11109,7 +11178,7 @@ }, { "cell_type": "code", - "execution_count": 277, + "execution_count": 126, "id": "37096212", "metadata": {}, "outputs": [], @@ -11121,7 +11190,7 @@ }, { "cell_type": "code", - "execution_count": 278, + "execution_count": 127, "id": "333c80a8", "metadata": { "collapsed": true @@ -11507,7 +11576,7 @@ "Zamfara 73 5 " ] }, - "execution_count": 278, + "execution_count": 127, "metadata": {}, "output_type": "execute_result" } @@ -11526,7 +11595,7 @@ }, { "cell_type": "code", - "execution_count": 279, + "execution_count": 128, "id": "596a27c1", "metadata": {}, "outputs": [], @@ -11536,7 +11605,7 @@ }, { "cell_type": "code", - "execution_count": 280, + "execution_count": 129, "id": "9def4c72", "metadata": { "collapsed": true @@ -11681,7 +11750,7 @@ "9 1737 49 " ] }, - "execution_count": 280, + "execution_count": 129, "metadata": {}, "output_type": "execute_result" } @@ -11692,9 +11761,88 @@ }, { "cell_type": "code", - "execution_count": 281, - "id": "59a379c8", + "execution_count": 130, + "id": "a9ab1ee4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['States Affected', 'No. of Cases (Lab Confirmed)',\n", + " 'No. of Cases (on admission)', 'No. Discharged', 'No. of Deaths'],\n", + " dtype='object')" + ] + }, + "execution_count": 130, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "top_10_confirmd.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "id": "54b5bbfa", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'top_10_confirmed cases')" + ] + }, + "execution_count": 131, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.catplot(kind = 'bar', data = top_10_confirmd, x = 'States Affected', y = 'No. of Cases (Lab Confirmed)', aspect = 4)\n", + "plt.title('top_10_confirmed cases')" + ] + }, + { + "cell_type": "markdown", + "id": "86466286", "metadata": {}, + "source": [ + "# Top 10 Discharged Covid cases." + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "id": "797cb4e0", + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "top_10_Discharged = dfCovidNig.nlargest(10, 'No. Discharged')" + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "id": "7af5b22a", + "metadata": { + "collapsed": true + }, "outputs": [ { "data": { @@ -11742,14 +11890,6 @@ " 93\n", " \n", " \n", - " 2\n", - " Kaduna\n", - " 4504\n", - " 579\n", - " 3877\n", - " 48\n", - " \n", - " \n", " 3\n", " Plateau\n", " 4262\n", @@ -11758,6 +11898,14 @@ " 34\n", " \n", " \n", + " 2\n", + " Kaduna\n", + " 4504\n", + " 579\n", + " 3877\n", + " 48\n", + " \n", + " \n", " 4\n", " Oyo\n", " 3788\n", @@ -11813,8 +11961,8 @@ " States Affected No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", "0 Lagos 26708 2435 \n", "1 FCT 9627 2840 \n", - "2 Kaduna 4504 579 \n", "3 Plateau 4262 280 \n", + "2 Kaduna 4504 579 \n", "4 Oyo 3788 368 \n", "5 Rivers 3279 232 \n", "6 Edo 2768 52 \n", @@ -11825,8 +11973,8 @@ " No. Discharged No. of Deaths \n", "0 24037 236 \n", "1 6694 93 \n", - "2 3877 48 \n", "3 3948 34 \n", + "2 3877 48 \n", "4 3374 46 \n", "5 2987 60 \n", "6 2603 113 \n", @@ -11835,268 +11983,36 @@ "9 1737 49 " ] }, - "execution_count": 281, + "execution_count": 133, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "top_10_confirmd" + "top_10_Discharged" ] }, { "cell_type": "code", - "execution_count": 282, - "id": "a9ab1ee4", - "metadata": {}, + "execution_count": 134, + "id": "377f6362", + "metadata": { + "collapsed": true + }, "outputs": [ { "data": { "text/plain": [ - "Index(['States Affected', 'No. of Cases (Lab Confirmed)',\n", - " 'No. of Cases (on admission)', 'No. Discharged', 'No. of Deaths'],\n", - " dtype='object')" - ] - }, - "execution_count": 282, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "top_10_confirmd.columns" - ] - }, - { - "cell_type": "code", - "execution_count": 283, - "id": "54b5bbfa", - "metadata": { - "collapsed": true - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 283, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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States AffectedNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26708243524037236
1FCT96272840669493
3Plateau4262280394834
2Kaduna4504579387748
4Oyo3788368337446
5Rivers3279232298760
6Edo2768522603113
7Ogun2382174217533
8Kano2032198177856
9Delta184357173749
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" - ], - "text/plain": [ - " States Affected No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", - "0 Lagos 26708 2435 \n", - "1 FCT 9627 2840 \n", - "3 Plateau 4262 280 \n", - "2 Kaduna 4504 579 \n", - "4 Oyo 3788 368 \n", - "5 Rivers 3279 232 \n", - "6 Edo 2768 52 \n", - "7 Ogun 2382 174 \n", - "8 Kano 2032 198 \n", - "9 Delta 1843 57 \n", - "\n", - " No. Discharged No. of Deaths \n", - "0 24037 236 \n", - "1 6694 93 \n", - "3 3948 34 \n", - "2 3877 48 \n", - "4 3374 46 \n", - "5 2987 60 \n", - "6 2603 113 \n", - "7 2175 33 \n", - "8 1778 56 \n", - "9 1737 49 " - ] - }, - "execution_count": 285, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "top_10_Discharged" - ] - }, - { - "cell_type": "code", - "execution_count": 286, - "id": "377f6362", - "metadata": { - "collapsed": true - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" + "Text(0.5, 1.0, 'top_10_Discharged cases')" ] }, - "execution_count": 286, + "execution_count": 134, 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", 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" ] @@ -12106,7 +12022,8 @@ } ], "source": [ - "sns.catplot(kind = 'bar', data = top_10_Discharged, x = 'States Affected', y = 'No. Discharged', aspect = 4)" + "sns.catplot(kind = 'bar', data = top_10_Discharged, x = 'States Affected', y = 'No. Discharged', aspect = 4)\n", + "plt.title('top_10_Discharged cases')" ] }, { @@ -12119,7 +12036,7 @@ }, { "cell_type": "code", - "execution_count": 287, + "execution_count": 135, "id": "c8f4d5d3", "metadata": {}, "outputs": [], @@ -12129,7 +12046,7 @@ }, { "cell_type": "code", - "execution_count": 288, + "execution_count": 136, "id": "9ca2ece4", "metadata": {}, "outputs": [ @@ -12272,7 +12189,7 @@ "19 705 36 " ] }, - "execution_count": 288, + "execution_count": 136, "metadata": {}, "output_type": "execute_result" } @@ -12283,23 +12200,31 @@ }, { "cell_type": "code", - "execution_count": 289, + "execution_count": null, + "id": "543378b0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 137, "id": "c74b7dfd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "Text(0.5, 1.0, 'top_10_Death cases')" ] }, - "execution_count": 289, + "execution_count": 137, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", "text/plain": [ "
" ] @@ -12309,7 +12234,8 @@ } ], "source": [ - "sns.catplot(kind = 'bar', data = top_10_Death, x = 'States Affected', y = 'No. of Deaths', aspect = 4)" + "sns.catplot(kind = 'bar', data = top_10_Death, x = 'States Affected', y = 'No. of Deaths', aspect = 4)\n", + "plt.title('top_10_Death cases')" ] }, { @@ -12322,7 +12248,7 @@ }, { "cell_type": "code", - "execution_count": 290, + "execution_count": 138, "id": "0e701f72", "metadata": { "collapsed": true @@ -12356,27 +12282,27 @@ " \n", " \n", " 0\n", - " 2020-02-28\n", + " 2/28/20\n", " 1\n", " \n", " \n", " 1\n", - " 2020-02-29\n", + " 2/29/20\n", " 1\n", " \n", " \n", " 2\n", - " 2020-03-01\n", + " 3/1/20\n", " 1\n", " \n", " \n", " 3\n", - " 2020-03-02\n", + " 3/2/20\n", " 1\n", " \n", " \n", " 4\n", - " 2020-03-03\n", + " 3/3/20\n", " 1\n", " \n", " \n", @@ -12386,27 +12312,27 @@ " \n", " \n", " 1101\n", - " 2023-03-05\n", + " 3/5/23\n", " 266598\n", " \n", " \n", " 1102\n", - " 2023-03-06\n", + " 3/6/23\n", " 266598\n", " \n", " \n", " 1103\n", - " 2023-03-07\n", + " 3/7/23\n", " 266598\n", " \n", " \n", " 1104\n", - " 2023-03-08\n", + " 3/8/23\n", " 266598\n", " \n", " \n", " 1105\n", - " 2023-03-09\n", + " 3/9/23\n", " 266598\n", " \n", " \n", @@ -12415,23 +12341,23 @@ "" ], "text/plain": [ - " Date Cases\n", - "0 2020-02-28 1\n", - "1 2020-02-29 1\n", - "2 2020-03-01 1\n", - "3 2020-03-02 1\n", - "4 2020-03-03 1\n", - "... ... ...\n", - "1101 2023-03-05 266598\n", - "1102 2023-03-06 266598\n", - "1103 2023-03-07 266598\n", - "1104 2023-03-08 266598\n", - "1105 2023-03-09 266598\n", + " Date Cases\n", + "0 2/28/20 1\n", + "1 2/29/20 1\n", + "2 3/1/20 1\n", + "3 3/2/20 1\n", + "4 3/3/20 1\n", + "... ... ...\n", + "1101 3/5/23 266598\n", + "1102 3/6/23 266598\n", + "1103 3/7/23 266598\n", + "1104 3/8/23 266598\n", + "1105 3/9/23 266598\n", "\n", "[1106 rows x 2 columns]" ] }, - "execution_count": 290, + "execution_count": 138, "metadata": {}, "output_type": "execute_result" } @@ -12442,7 +12368,60 @@ }, { "cell_type": "code", - "execution_count": 291, + "execution_count": 139, + "id": "c290f35a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Convert the \"Date\" column to datetime format\n", + "NGConfirmdCase_transposed['Date'] = pd.to_datetime(NGConfirmdCase_transposed['Date'])\n", + "\n", + "# Set the size of the plot\n", + "plt.figure(figsize=(18, 6))\n", + "\n", + "# Create the line plot\n", + "sns.lineplot(x=\"Date\", y=\"Cases\", data=NGConfirmdCase_transposed)\n", + "\n", + "# Set labels and title\n", + "plt.xlabel(\"Date\")\n", + "plt.ylabel(\"Cases\")\n", + "plt.title(\"Covid19 Confirmed cases\")\n", + "\n", + "# Rotate the x-axis labels by 90 degrees for better visibility\n", + "plt.xticks(rotation=90)\n", + "\n", + "# Set the desired starting point for the date locator (e.g., '2023-03-01')\n", + "start_date = '2023-03-01'\n", + "\n", + "# Convert the start_date to a matplotlib date format\n", + "start_date = mdates.datestr2num(start_date)\n", + "\n", + "# Calculate the number of days since the start_date for all data points\n", + "days_since_start = NGConfirmdCase_transposed['Date'].apply(lambda date: mdates.date2num(date) - start_date)\n", + "\n", + "# Create the major tick positions based on the number of days\n", + "major_tick_positions = days_since_start.tolist()\n", + "\n", + "# Set the major tick positions and format the major ticks with the desired date format\n", + "date_formatter = mdates.DateFormatter('%Y-%m-%d') # Format as desired, e.g., '%Y-%m-%d'\n", + "plt.gca().xaxis.set_major_locator(mdates.DayLocator(interval=28)) # Display major ticks every 7 days\n", + "plt.gca().xaxis.set_major_formatter(date_formatter)" + ] + }, + { + "cell_type": "code", + "execution_count": 140, "id": "453c1ed1", "metadata": { "collapsed": true @@ -12476,27 +12455,27 @@ " \n", " \n", " 0\n", - " 2020-03-18\n", + " 3/18/20\n", " 1\n", " \n", " \n", " 1\n", - " 2020-03-19\n", + " 3/19/20\n", " 1\n", " \n", " \n", " 2\n", - " 2020-03-20\n", + " 3/20/20\n", " 1\n", " \n", " \n", " 3\n", - " 2020-03-21\n", + " 3/21/20\n", " 1\n", " \n", " \n", " 4\n", - " 2020-03-22\n", + " 3/22/20\n", " 2\n", " \n", " \n", @@ -12506,27 +12485,27 @@ " \n", " \n", " 500\n", - " 2021-07-31\n", + " 7/31/21\n", " 164994\n", " \n", " \n", " 501\n", - " 2021-08-01\n", + " 8/1/21\n", " 165005\n", " \n", " \n", " 502\n", - " 2021-08-02\n", + " 8/2/21\n", " 165037\n", " \n", " \n", " 503\n", - " 2021-08-03\n", + " 8/3/21\n", " 165122\n", " \n", " \n", " 504\n", - " 2021-08-04\n", + " 8/4/21\n", " 165208\n", " \n", " \n", @@ -12535,23 +12514,23 @@ "" ], "text/plain": [ - " Date Cases\n", - "0 2020-03-18 1\n", - "1 2020-03-19 1\n", - "2 2020-03-20 1\n", - "3 2020-03-21 1\n", - "4 2020-03-22 2\n", - ".. ... ...\n", - "500 2021-07-31 164994\n", - "501 2021-08-01 165005\n", - "502 2021-08-02 165037\n", - "503 2021-08-03 165122\n", - "504 2021-08-04 165208\n", + " Date Cases\n", + "0 3/18/20 1\n", + "1 3/19/20 1\n", + "2 3/20/20 1\n", + "3 3/21/20 1\n", + "4 3/22/20 2\n", + ".. ... ...\n", + "500 7/31/21 164994\n", + "501 8/1/21 165005\n", + "502 8/2/21 165037\n", + "503 8/3/21 165122\n", + "504 8/4/21 165208\n", "\n", "[505 rows x 2 columns]" ] }, - "execution_count": 291, + "execution_count": 140, "metadata": {}, "output_type": "execute_result" } @@ -12562,7 +12541,60 @@ }, { "cell_type": "code", - "execution_count": 292, + "execution_count": 141, + "id": "c5ca6d84", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Convert the \"Date\" column to datetime format\n", + "dfRecoveredCase_transposed['Date'] = pd.to_datetime(dfRecoveredCase_transposed['Date'])\n", + "\n", + "# Set the size of the plot\n", + "plt.figure(figsize=(15, 6))\n", + "\n", + "# Create the line plot\n", + "sns.lineplot(x=\"Date\", y=\"Cases\", data=dfRecoveredCase_transposed)\n", + "\n", + "# Set labels and title\n", + "plt.xlabel(\"Date\")\n", + "plt.ylabel(\"Cases\")\n", + "plt.title(\"Recovered Covid19 cases\")\n", + "\n", + "# Rotate the x-axis labels by 90 degrees for better visibility\n", + "plt.xticks(rotation=90)\n", + "\n", + "# Set the desired starting point for the date locator (e.g., '2023-03-01')\n", + "start_date = '2023-03-01'\n", + "\n", + "# Convert the start_date to a matplotlib date format\n", + "start_date = mdates.datestr2num(start_date)\n", + "\n", + "# Calculate the number of days since the start_date for all data points\n", + "days_since_start = dfRecoveredCase_transposed['Date'].apply(lambda date: mdates.date2num(date) - start_date)\n", + "\n", + "# Create the major tick positions based on the number of days\n", + "major_tick_positions = days_since_start.tolist()\n", + "\n", + "# Set the major tick positions and format the major ticks with the desired date format\n", + "date_formatter = mdates.DateFormatter('%Y-%m-%d') # Format as desired, e.g., '%Y-%m-%d'\n", + "plt.gca().xaxis.set_major_locator(mdates.DayLocator(interval=28)) # Display major ticks every 7 days\n", + "plt.gca().xaxis.set_major_formatter(date_formatter)" + ] + }, + { + "cell_type": "code", + "execution_count": 142, "id": "c7de19c0", "metadata": { "collapsed": true @@ -12596,27 +12628,27 @@ " \n", " \n", " 0\n", - " 2020-03-23\n", + " 3/23/20\n", " 1\n", " \n", " \n", " 1\n", - " 2020-03-24\n", + " 3/24/20\n", " 1\n", " \n", " \n", " 2\n", - " 2020-03-25\n", + " 3/25/20\n", " 1\n", " \n", " \n", " 3\n", - " 2020-03-26\n", + " 3/26/20\n", " 1\n", " \n", " \n", " 4\n", - " 2020-03-27\n", + " 3/27/20\n", " 1\n", " \n", " \n", @@ -12626,27 +12658,27 @@ " \n", " \n", " 1077\n", - " 2023-03-05\n", + " 3/5/23\n", " 3155\n", " \n", " \n", " 1078\n", - " 2023-03-06\n", + " 3/6/23\n", " 3155\n", " \n", " \n", " 1079\n", - " 2023-03-07\n", + " 3/7/23\n", " 3155\n", " \n", " \n", " 1080\n", - " 2023-03-08\n", + " 3/8/23\n", " 3155\n", " \n", " \n", " 1081\n", - " 2023-03-09\n", + " 3/9/23\n", " 3155\n", " \n", " \n", @@ -12655,23 +12687,23 @@ "" ], "text/plain": [ - " Date Cases\n", - "0 2020-03-23 1\n", - "1 2020-03-24 1\n", - "2 2020-03-25 1\n", - "3 2020-03-26 1\n", - "4 2020-03-27 1\n", - "... ... ...\n", - "1077 2023-03-05 3155\n", - "1078 2023-03-06 3155\n", - "1079 2023-03-07 3155\n", - "1080 2023-03-08 3155\n", - "1081 2023-03-09 3155\n", + " Date Cases\n", + "0 3/23/20 1\n", + "1 3/24/20 1\n", + "2 3/25/20 1\n", + "3 3/26/20 1\n", + "4 3/27/20 1\n", + "... ... ...\n", + "1077 3/5/23 3155\n", + "1078 3/6/23 3155\n", + "1079 3/7/23 3155\n", + "1080 3/8/23 3155\n", + "1081 3/9/23 3155\n", "\n", "[1082 rows x 2 columns]" ] }, - "execution_count": 292, + "execution_count": 142, "metadata": {}, "output_type": "execute_result" } @@ -12680,6 +12712,59 @@ "dfDeathCase_transposed" ] }, + { + "cell_type": "code", + "execution_count": 143, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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EwlJmajD3/PMCl0990wbzW1SAQqEwYCoiIiIiIiIiIiKikocFISIS1pcXX+CpSqN3WVCHSujnam3gREREREREREREREQlEwtCRCSka8nZCLmZpnfZ9k726FnbysCJiIiIiIiIiIiIiEouvkOIiIT09eUUaLT5P/+whgU+drE0fCAiIiIiIiIiIiKiEowFISISzg930/HDvYx8n1uYAstb2/GdQURERERERERERESviQUhIhLKd3fS4X3qmd5loxva4I0KnOmSiIiIiIiIiIiI6HWxIEREwrilzMbk0/qLQeVMgIluNgZORERERERERERERFQ6sCBERELQaLWYekaJbI3+5YPqWsOpvKlhQxERERERERERERGVEiwIEZEQdkWnIzI+S++y+hXNMK9FBQMnIiIiIiIiIiIiIio9+DIOIjK6J+k5mHv+ud5lbaub4/sPK8PajPVrIiIiIiIiIiIion+LI6xEZFSP03LwcXgilFnafMtqljfF7g9YDCIiIiIiIiIiIiL6rzjKSkRG8zxLg09+TkT0c7Xe5SvbVIRNOR6miIiIiIiIiIiIiP4rjrQSkVHcUmaj+09PcV2pvxjU08US3WpZGTgVERERERERERERUenEdwgRkcFdTlbjkxPJeJGdf5o4AKhbwQz+79oZNhQRERERERERERFRKcYnhIjIoFLVwJjTKQUWgxrZmeGn7lVQ2dLUwMmIiIiIiIiIiIiISi8WhIjIYLRaLb68Y47YVI3e5Q5WJtjzYWVUs2IxiIiIiIiIiIiIiKg4sSBERAazIyYTvyTqn6mytq0p9netglo2nMmSiIiIiIiIiIiIqLhx5JWIDOJqcjbmRqXpXdasSjkc6lYFNuVYoyYiIiIiIiIiIiKSA0dfiUh2qdkaeJ1MRqaemeIqWSiwo5M9i0FEREREREREREREMuIILBHJbtWlFEQ/V+td9k27SqjJaeKIiIiIiIiIiIiIZMWCEBHJ6n6KGt9cT9W7bKKbDT5ytjJwIiIiIiIiIiIiIqKyhwUhIpLN47QcDDiWhMyc/MuaVymH+S0qGD4UERERERERERERURnEeZqIqNhl5Wix714Gvjj/HImq/C8OMlEA69pVgrmpwgjpiIiIiIiIiIiIiMoeFoSIqNhotFqE3knHsospeJSm57Gg/29QHQs0rlTOgMmIiIiIiIiIiIiIyjYWhIioWKRmazD61DOEP1QVul41cw1mN7E2UCoiIiIiIiIiIiIiAlgQIqJiEJeWg4G/JOFKcnah69WrYIrl9TJQ1ZKvLyMiIiIiIiIiIiIypFJREFq0aBHCwsL0Lps3bx569OgBAIiJicGGDRtw5coVZGZmonHjxhg7dizeeuutfD8XERGBrVu34u7duzAzM0ObNm0wceJEODg4yPpvISpp/krMwsBfkvAkI/+7gl7Vw9kSq962wov4FAMlIyIiIiIiIiIiIqJcpaIgFB0djRo1asDHxyffsiZNmgAA7t27Bx8fH1hYWKB///4oX748vv/+e4wfPx7r1q1D8+bNdT8THh6O+fPno2HDhhg7dixevHiBb7/9FhcuXMD27dthb29vsH8bkcj23U3HpNNKpKu1Ba7T0M4Mvm/aYqCrFTIzM/HCgPmIiIiIiIiIiIiI6KUSXxBSq9W4d+8eOnXqhI8++qjA9VavXo2srCxs374dNWrUAAB069YNAwcOxP/+9z/s3r0bAJCRkYGvv/4arq6u2LRpEywsLAAAb7/9NsaOHYugoCD4+fnJ/w8jEphWq8UX519g/bXUAtepYmmCr9vY4WMXSygUCgOmIyIiIiIiIiIiIqJ/KvEv8oiNjUVWVhZcXV0LXCcpKQmRkZHo0KGDrhgEAHZ2dujZsyfu3buHq1evAgB+//13KJVK9O3bV1cMAoBmzZqhSZMmCA8PR3Z24e9JISrt1l9LLbQY1NDODL/0qIqeta1YDCIiIiIiIiIiIiISQIkvCEVHRwOAriCkUqmQk5OTZ51r164BANzd3fP9fO5nuevkFobefPPNfOu6ubkhLS0N9+/fL57wRCXQH/GZmP9nwRO/ve9kgaMeVVHbtsQ/gEhERERERERERERUapSagtDp06fRs2dPdOjQAR06dMDMmTPx6NEjAEBCQgIAwMHBId/PV6tWDQAQFxeXZ93cz/Wt+/jx42L+VxCVDFqtFrPPPUdOAa8M8m5YHns+rIyK5iX+0EJERERERERERERUqpT4W/jv3LkDALhy5Qq8vb1RoUIFXLlyBbt378bly5exZcsWpKa+nNrKysoq389bWloCePlkEQDdutbW1gWum5GRUWSu3N/3urKysvL8rwhEyyRaHqDsZDoWl4WLifmnTFQAWNPaBv3fsIA6KxNqA2b6r5hJGmYqmmh5AGaSipmkYSZpRMskWh6AmaRiJmmYSRrRMomWB2AmqZhJGmaSRrRMouUBmEkqZpKGmaQRLVNuTaK4lPiCUNeuXeHm5oaRI0fC3NwcANCpUye8+eab8PPzw/r161GvXr0Cf16rffmog5T3nOSua2JS9NMPjx8/zjd13euIj4//1z8rF9EyiZYHKN2ZsjTA4kuW0Pdg4RjnLLQxS8DDh4bNVJyYSRpmKppoeQBmkoqZpGEmaUTLJFoegJmkYiZpmEka0TKJlgdgJqmYSRpmkka0TKLlAZhJKmaShpmkESGTqakp6tSpU6y/s8QXhLp37673806dOsHBwQFnz57FW2+9BUD/Uzu5n9na2gL4vyeDVCqVrsCUKzMzM8+6hXFycpL4L8grKysL8fHxcHBwyPf9xiJaJtHyAKU/U1q2FpPPpuJ2Wv7KuKOVCT5vXR0WpkUXVUt7OxUXZpJGtEyi5QGYSSpmkoaZpBEtk2h5AGaSipmkYSZpRMskWh6AmaRiJmmYSRrRMomWB2AmqZhJGmaSRsRMxanEF4QKY29vj8TERF1xJvf9QK/65/uFXl23QoUKedbNrQrqe7/QP/3XR7nMzc2L/XGw/0q0TKLlAUpnpvj0HPQ8lohbz/VPBDe1iS0qls8/HaOcmeTATNIwU9FEywMwk1TMJA0zSSNaJtHyAMwkFTNJw0zSiJZJtDwAM0nFTNIwkzSiZRItD8BMUjGTNMwkjYiZikOJfvN7UlISBg0ahNmzZ+dbplar8fDhQ9SoUQONGzeGiYkJrl+/nm+9a9euAQCaNGkCAHBzc8vz+T/XtbGxKfbHtIhEpdFqMea3ZwUWg+pVNMOI+uUNnIqIiIiIiIiIiIiIXleJLgjZ29sjKysLv/32G27fvp1n2datW5GamoqPP/4YlStXxttvv40TJ04gLi5Ot45SqcTBgwdRr149NGjQAADQrl07VKhQAXv27Mnz4qiLFy/iypUr8PDwkPS+IaLSYOutdPz2d6beZeXNFNjxvj0szfj3QERERERERERERCS6Ej1lnEKhgJ+fH6ZNm4bx48fjk08+QdWqVXH+/Hn8+uuvaNGiBQYPHgwAmDp1Kry9vTFmzBgMGjQI5ubm2LNnD1JTU7Fs2TLd77S0tMTUqVOxaNEijBkzBj179kRycjJCQ0Ph5OQELy8vY/1ziQwqK0eLry6+0LvM0hTY/J49GtqVM3AqIiIiIiIiIiIiIvo3SnRBCABatWqFoKAghISEYO/evVCpVKhRowbGjRuHoUOHoly5lwPWrq6u2LRpE7755hts3rwZCoUCjRo1woIFC/Dmm2/m+Z09evSAlZUVtm3bBn9/f9ja2qJDhw6YMGEC7O3tjfHPJDK4008ykajS5PvczlyBwx9VhZs9i0FEREREREREREREJUWJLwgBQOPGjbFq1aoi16tfvz5Wr14t6Xd27twZnTt3/o/JiEqunx6q9H6+pm0lFoOIiIiIiIiIiIiISpgS/Q4hIpLH8ywNgm6k5fvc3sIEPZwtjZCIiIiIiIiIiIiIiP4LFoSIKI/7KWq47X6id1nXWpYwNVEYOBERERERERERERER/VcsCBGRTlaOFiN+TUaqWqt3ebdafDqIiIiIiIiIiIiIqCRiQYiIAAAqtRbjIp7hUlK23uW25RR4v4aFgVMRERERERERERERUXEwM3YAIjK+bI0Wg44n4dfHmQWus7BlRdiWYw2ZiIiIiIiIiIiIqCRiQYiojFNrtJgY8azAYlA5E2Bflypo78ing4iIiIiIiIiIiIhKKhaEiMqwZFUOPH9Owl8FTBNnZarALz2qws2+nIGTEREREREREREREVFx4vxPRGWURqvFwF+SCywGVTBX4LsPKrMYRERERERERERERFQK8AkhojJq6cUUnHuapXeZpSlwsGsVNK1ibuBURERERERERERERCQHFoSIyphnmRpMO6PE/vsZepebKICAtpVYDCIiIiIiIiIiIiIqRVgQIipDbiuz0fdYEh6m5hS4zu4PKuPDmpYGTEVEREREREREREREcmNBiKiMeJSqRp+jSYhLL7gYFNShEotBRERERERERERERKWQibEDEJH8klU56Ptz4cWgDo4W6FvHyoCpiIiIiIiIiIiIiMhQ+IQQUSmXptZi4Mkk3Hqu1rvcxkyBEQ3Kw6+pLUwUCgOnIyIiIiIiIiIiIiJDYEGIqBRTawCf0yk4/zRb7/JWVc2x/X17VLc2NXAyIiIiIiIiIiIiIjIkFoSISqGnGTkIuZ6OFVeskKPVXwxyq2SGPR9Whp0FZ44kIiIiIiIiIiIiKu1YECIqZZ5m5KDbT08R8yIHgP4p4JxtTPFDlyosBhERERERERERERGVERwNJipl5px7/v+LQfpVsTTBj12qcJo4IiIiIiIiIiIiojKEBSGiUuTnhyrsvZtR4HLbcgrs/bAyXCvy4UAiIiIiIiIiIiKisoQFIaJS4mGqGuMinhW4vIa1KQ5/VAVNq5gbMBURERERERERERERiYCPCRCVAmqNFqNOJiM5U6N3ea/alljR2g7VrDhNHBEREREREREREVFZxIIQUSmw7moqzj/N1rts+dvl4eNuZ9hARERERERERERERCQUThlHVMJFPc3CgqgXepe9X1mNYa4WBk5ERERERERERERERKLhE0JEJdSNZ9lY9tcLHLiv0ru8jq0J5tXLgkKhMHAyIiIiIiIiIiIiIhINC0JEJczjtBwsvvAC391Jh7aAdUwUQEBrG5TPSDVoNiIiIiIiIiIiIiISEwtCRCXI3RdqfHwkEXHpOYWuN8XdBi2rlMPDhwYKRkRERERERERERERC4zuEiEoIrVaLcb89K7IY1K66Ob5oXsFAqYiIiIiIiIiIiIioJGBBiKiEWHkpBeeeZhW6zpv25bDlPXuYmfC9QURERERERERERET0fzhlHJHAIv7OxJGHGTj1OBPXnqn1rqMA4NOoPLrUskRHRwsWg4iIiIiIiIiIiIgoHxaEiAT19eUULIp6Ueg65UyAP/o4oE4F/ikTERERERERERERUcE4ZRyRgLbfTiuyGAQAIR3tWQwiIiIiIiIiIiIioiKxIEQkmCMPMjD1jLLI9XzdbdCztpX8gYiIiIiIiIiIiIioxOOjBUSCuJKcjfVXU/BdTEah61Uop8CKNnYY4GptoGREREREREREREREVNKxIERkZBqtFl+cf45vrqUVua6vuw2mvGmDypamBkhGRERERERERERERKUFC0JERqTM1GBGpBI/3Cv8qaA5zWzh17SCgVIRERERERERERERUWnDghCREaRma7DjdjpWXU5BokpT6Loj61vj07dsDZSMiIiIiIiIiIiIiEojFoSIDOiP+EyE3EpD+AMVXmRri1x/TMPyWPZORSgUCgOkIyIiIiIiIiIiIqLSigUhIgN4nqXBZ+eeY1d0uqT17cwVWPR2RQyvX17mZERERERERERERERUFrAgRCSz+ylqDPwlCTeV6iLXtTZT4Jt2ldCrtiWfCiIiIiIiIiIiIiKiYsOCEJGMwh9mYHzEMzzLLHp6uA9rWGBlGzu42PLPkoiIiIiIiIiIiIiKF0eeiWQS/jADg48nQ1NELejtquXwWbMKeM/Jgk8FEREREREREREREZEsWBAikoEyU4Mpp5UFFoNszBQYWt8aA1yt0ayKuWHDEREREREREREREVGZw4IQUTHTarX47NxzJGRo9C5/074cdnW2h7MN//yIiIiIiIiIiIiIyDA4Ik1UzFZdTkXonXS9yz52scSG9pVgU87EwKmIiIiIiIiIiIiIqCxjQYiomGi1wNrrGfjykv5i0HtOFtjeyZ7vCSIiIiIiIiIiIiIig2NBiOg/0mq1+OVxFhb9ZYnbafqLQeXNFFjzrh2LQURERERERERERERkFCwIEf0Hfz7NwtzzzxEZnwVA/zRwJgpgU4dKcLHlnxsRERERERERERERGQdHqIleU7ZGi4P3M7A7Jh0/P8oscv2v29jBw8XKAMmIiIiIiIiIiIiIiPRjQYjoNWi0Woz4NRk/PVBJWt+vqS1GNigvcyoiIiIiIiIiIiIiosKxIET0Gr67ky6pGFTZwgTzWlTA8PrWBkhFRERERERERERERFQ4FoSIJEpXa7DkwotC16lmqYBfswoYUrc8LM0UBkpGRERERERERERERFQ4FoSIJFBrtBj72zM8TtfoXW5pCnjVzMLMVtVR2YbvCyIiIiIiIiIiIiIisbAgRFSEuLQcjD6VjMj4LL3LXWxMsfs9W5gqH6M8nwoiIiIiIiIiIiIiIgGxIESkh0qtxV9JWbiYmI0Vl1KQnKn/yaDW1cxxpHsVZGZm4qHSsBmJiIiIiIiIiIiIiKRiQYjo/1NrtIh5oca222nYfDMNqpzC169orkBAWzsoFHwqiIiIiIiIiIiIiIjExoJQIZRKJYKCghAREYFnz56hVq1aGDhwIHr27GnsaFRMlJkabL2VhoOxGbiUlI0crbSfszZT4PsPK6O+XTl5AxIRERERERERERERFQMWhAqQkZGByZMnIyYmBp988glq166NX375BUuWLEFSUhK8vLyMHZFekzJTgwuJWYh6moWYF2rEvFDj/NPs1/49tW1NsfU9ezStYi5DSiIiIiIiIiIiIiKi4seCUAH27NmDW7duYdGiRejWrRsAoHfv3vD19UVwcDC6d+8OBwcHI6ekV2VrtMj8/4/4qHK0+Dtdg7/TcnD7eTYO3lfh3NOs//wdvWpbIqBtJVQ0N/nPv4uIiIiIiIiIiIiIyFBYECrATz/9hCpVqqBr1666z0xMTDB06FD88ccfCA8Px4gRI4yYsPTTarWIS8tBQoYGWRotEjI0yNZokZyehbsJZrB5ng5ltgrPszS49VyNq8nSp3x7XQ3tzDCtiS3617HiO4OIiIiIiIiIiIiIqMRhQUiP1NRU3L9/H+3bt883+O/m5gYAuHbtmjGilVjnE7Iw+w9lgcvVWiAhIweqVyo6ag2Qkl1QhcccQEaxZnyVmQL4oKYlutWyxDvVzNHQzoyFICIiIiIiIiIiIiIqsVgQ0iMhIQFarVbvlHA2NjYoX748Hj9+bIRkJdeLbA2iEl//fT2G1La6Od5ztEDdimbo5GQJOwtOC0dEREREREREREREpQMLQnqkpqYCAKytrfUut7CwQEZG4U+nqFSqf/XdWVlZef5XBMWRSaR/DwCYmwBO1iawMFWgYUVTeLpYoEuNcv/3FJA2C6+zCUvrdituzCQNM0kjWibR8gDMJBUzScNM0oiWSbQ8ADNJxUzSMJM0omUSLQ/ATFIxkzTMJI1omUTLAzCTVMwkDTNJI1omS0vLYv19CqVSKdNbV0quy5cvY/To0RgxYgQmTpyYb3m3bt1ga2uL77//vsDfcffuXeTk5MgZs0SJfGaCKdeKd+d9XXWtNfjYQY1mFXNQz1oLMz4AREREREREREREREQCMjU1RZ06dYr1d/IJIT1ynwwq6CkflUoFJyenQn9HUcsLkpWVhfj4eDg4OMDc3Pxf/Y7iVhyZ7phlAUgp3mAAFAAqlFPA3BRwszNDYztTWJgqYKoAqlqawNHaBI5WJnAqb4LKMk4BV1q3W3FjJmmYSRrRMomWB2AmqZhJGmaSRrRMouUBmEkqZpKGmaQRLZNoeQBmkoqZpGEmaUTLJFoegJmkYiZpmEkaETMVJxaE9HB0dIRCoUBCQkK+ZampqUhPT0e1atUK/R3/9VEuc3PzYn8c7L/6L5mq2pjgnWqZBS5XAKhkYYIK5gooXvnc3tIEjSuVg6WpAlUsTWBbzgRadRayk/9G7Zo1UMXWCuVMFAX9WoMrbdtNLswkDTNJI1om0fIAzCQVM0nDTNKIlkm0PAAzScVM0jCTNKJlEi0PwExSMZM0zCSNaJlEywMwk1TMJA0zSSNipuLAgpAe5cuXR+3atXH9+vV8y65evQoAaNKkiaFjlWgtq5rjqEfVYvldKpUGD1NfFpBEKgYREREREREREREREYmKb1EpwEcffYT4+HgcPXpU95lGo8GuXbtgbm6OLl26GDEdERERERERERERERGRdHxCqAADBw7EkSNHsGjRIty6dQvOzs44duwYzp8/jylTpqBKlSrGjkhERERERERERERERCQJC0IFsLS0RGBgIL755hv89NNPSEtLg4uLCxYsWIDu3bsbOx4REREREREREREREZFkLAgVolKlSvj888+NHYOIiIiIiIiIiIiIiOg/4TuEiIiIiIiIiIiIiIiISjkWhIiIiIiIiIiIiIiIiEo5FoSIiIiIiIiIiIiIiIhKORaEiIiIiIiIiIiIiIiISjkWhIiIiIiIiIiIiIiIiEo5FoSIiIiIiIiIiIiIiIhKORaEiIiIiIiIiIiIiIiISjkWhIiIiIiIiIiIiIiIiEo5FoSIiIiIiIiIiIiIiIhKORaEiIiIiIiIiIiIiIiISjkWhIiIiIiIiIiIiIiIiEo5FoQEZGpqauwI+YiWSbQ8ADNJxUzSMJM0omUSLQ/ATFIxkzTMJI1omUTLAzCTVMwkDTNJI1om0fIAzCQVM0nDTNKIlkm0PAAzScVM0jCTNCJmKi4KpVKpNXYIIiIiIiIiIiIiIiIikg+fECIiIiIiIiIiIiIiIirlWBAiIiIiIiIiIiIiIiIq5VgQIiIiIiIiIiIiIiIiKuVYECIiIiIiIiIiIiIiIirlWBAiIiIiIiIiIiIiIiIq5VgQIiIiIiIiIiIiIiIiKuVYECIiIiIiIiIiIiIiIirlWBAiIiIiIiIiIiIiIiIq5cyMHYDEkpaWhr///hsZGRkwMTGBjY0NqlWrBisrK4NluHDhAurXrw8bGxuDfed/odVqcefOHaSnp6NmzZqoXLmywTMkJyfDxMQEdnZ2Ba6jUqmQlJSEGjVqGCyXCPtTYXJycnD//n1oNBrUrVsXCoXCqHlevHiBv/76S7cvubu7GzVPYTQaDUxMDHdPgej7koju37+PP/74A2lpaahVqxbat28PS0tLY8cSQmJiIhITE5GZmQkzMzNUqFABjo6OMDMzzmWRaHlKCrVajcuXL5eoawa5ZWRkIDo6GklJScjMzISpqSkqVqyImjVrwsnJyWA5Stq1HJVcsbGxSE1NhaOjI+zt7Y0dh16DaNfhImYSuW/w7NkzmJubo3z58saOIqTnz5/j8uXL0Gq1aNq0KSpUqGDsSEIeL9PS0hAbGwsLCwu4uroaNUduP9PW1hblypUzWpaSIjU1Fenp6ahSpYpBxwUK8+jRI9y8eROWlpZo0aKFQccK1Go1YmNj8fjxY2RkZEChUMDW1hYODg544403DJbjyZMnqFq1KkxNTQ32nUURMVNRSko/87+MyymUSqW2mPNQCZOVlYU9e/bg0KFDiI2NzbdcoVDA1dUVH3/8Mfr06QNzc3NZ87zzzjuoWbMmli9fbtSLglctXrwYffr0yXcRfurUKaxYsQKJiYm6z9q0aQM/Pz9Ur15d9lznzp3DypUr8eDBAwBAnTp1MH78eLRv3z7fuuHh4ViwYAHOnj0raybR9qfs7GwcPnwYt27dgoODA3r27Al7e3tcvnwZc+fORXx8PACgatWq+Pzzz9G6dWtZ84wfPx5eXl5o1apVns/37NmD9evXIzMzU/fZG2+8gYULF6J+/fqyZgKAmJgYBAQE4OLFizA1NUWLFi0wZswYNGjQIN+6ZXVfat26NTp16oR58+YJU4jq3bs3pk+fjg4dOuT5fM2aNfjuu++g1Wqh1WqhUChgZ2eH+fPno02bNgbJlpCQgEuXLsHU1BRvvfVWgcXyuLg4REVFoWfPnrLmyc7OxrZt27B///48x+xcpqamaNKkCQYPHqz3GFra8+TKyclBSkpKnhsMHj58iPPnzyM1NRVOTk5o166dEMVFpVKJbt26Ye3atXj77beNHceolEol1q5di6NHj0KtVutdx8HBAUOGDIGnp6fsxUYRr+WKkp2djZ9//hmtW7c2ys09onnw4AFu3LiRr1hdq1YtuLm5GfQYcOvWLQQGBqJVq1YYNGgQAOC3337DqlWrdNdxCoUCLVu2xMyZM+Hi4mKwbPqoVCrs3LkT3bt3N2ghVkSiXYeLmEnUvgEAnD17Frdu3YKjoyPef/99mJmZISIiAitWrEBCQoLu72727NkGvelQFEqlEqGhobh9+zYcHBwwcOBAvPHGG/j111+xaNEiZGRkAAAsLS0xffp02a91ATGPl1lZWTh8+DBu3rwJJycn9O7dGxUrVsQPP/yAdevW6drJ2dkZ8+fPh5ubm+yZAOD48eMICwvD1atXkZKSkmeZnZ0dmjRpgh49euTrZxnD/fv3ce7cOWi1WrRq1cogBYbg4GB06tQp33Xc9evXsXLlSly/fh0AYGVlhY8++ggTJkwwyMB57t9d7v40bNgw1KhRA+vXr8fOnTuh1b4c4q5QoQK++OIL2befUqlEUFAQwsPDkZaWpncdGxsbeHh4wMvLq9CbuIvDO++8gzfffBPLli1DlSpVZP0uqUTMVBRj9TMNOS7HglAZl5KSggkTJuD27duoWrUq3NzcUK1aNVhaWkKr1UKlUiEhIQHXr1/H06dP4ebmhoCAAFkP9O+88w4AwMLCAl5eXhg2bJjR75J+5513sHDhQnTr1k332blz5+Dr6wtLS0t07NgR9vb2uHfvHiIjI1GtWjVs2bJF1gGFK1euYOzYsbCyskLz5s2RnJyMq1evQqFQYNiwYZg4cWKe9Q0xiC/a/pSamqrLk3thUL16dQQEBMDb2xtmZmbo0KEDcnJycOrUKahUKoSEhOg92BYXffvSsWPH8MUXX6BatWr4+OOPYW9vj7t37yIsLAzm5ubYunUratasKVum+/fvw8vLC5mZmahTpw6ePXuGxMREmJmZYcaMGfD09Myzflncl4CX206hUMDFxQWfffYZ3nrrLdm+63Uy/XN/+v7777Fy5Uo0aNAA/fr10+1Pu3btQlpaGoKDg2XdxwFg06ZN2LZtG3JycgC8LG7069cPkyZNync8N8T+lJmZiUmTJunu8qlVqxaUSiWuXr0KKysr9OvXD3FxcTh37hySkpLQo0cPfPHFF2UmT67vv/8egYGBGDx4MLy9vQHoLy6WL18en376Kbp27SprnoMHDxa6PCMjA19//TWGDBmC2rVr6z43xICLSF68eIHRo0fj0aNHaNeunW5/ioyMRE5ODsaOHYvExEScOXMGN27cQOvWrbFy5UpZ734V8VquKLkdv3Xr1qFly5bGjmM0Dx48wNKlS3Hx4sV8y3KPAebm5ujbty+8vb1lH/y5fv06xo4dC41Gg6lTp6Jfv344c+YMZsyYAUtLS7Rv3x729vZ4+PAhIiMjYW1tjS1btqBWrVqy5ioM96WXRLwOFzGTiH2D7OxszJo1C2fPntX93Tdu3Bh+fn7w9vaGubk5mjdvjrS0NPz111+wt7fHtm3bSsxAX3FITEyEt7c3njx5ovvM1tYWq1atwqRJk+Do6IiPPvoIGo0Ghw4dQnx8PNauXSvrMUHE42VaWhrGjRuH6Oho3d9czZo1MWvWLEydOhUODg7o0KED0tLScOLECSgUCmzbtg3Ozs6yZcrMzISfnx/Onj0LMzMz1KlTR28/8+7du8jJyUH79u3x5Zdfyn7z4YMHDxAUFITbt2+jWrVq8PLyQvPmzbF7926sXr1ady1uYmICLy8v+Pj4yJpH37Hp1q1bGD16NNRqNZo0aaIbA7t37x7q1q2LTZs2yfrUYGJiIkaNGqUrbgIvi3dTpkzBokWL0KhRI3Tp0gVpaWnYv38/lEolQkJC0LBhQ1nyJCQkYPTo0YiPj0eTJk0KHLO4du0arly5gpo1ayIwMBBVq1aVJQ/wf9fglSpVwtSpU/NsP2MRMZOI/UxDj8uJ3TMrZeLi4v7Vz8l5t01gYCDu3buX70Cvz08//YSvvvoKmzZtwvTp02XLBLy8U+r06dMIDAzETz/9hLFjx6Jz585Gf2z/VRs2bEClSpWwefPmPE8DRUVFwdfXF8HBwfDz85Pt+0NCQmBnZ4ctW7bAwcEBwMspWubPn48dO3YgJycHU6ZMke379RFtfwoMDER0dDS8vb3RsWNHxMbGYs2aNZgwYYLuAji3aDdmzBgMHz4cW7ZswbJly2TJU5Dg4GDUrFkTO3bsgLW1te7z/v37Y9SoUQgKCsLChQtl+/6NGzcCALZs2aLr8B4+fBgrV67E8uXLoVar0b9/f9m+Xx/R9qVcXbt2RWRkJMaOHYuPPvoI48aN0/39iWLnzp1o2LAhtmzZont8uG3btvDw8MDQoUMRHByMFStWyPb9R44cQUhICNzc3NClSxckJSXhwIED+O6773Dz5k34+/sb/AmrnTt36r773Xff1X0eHx+PadOm4fnz55g/fz40Gg22b9+ODRs2wM3NDX369CkTeQDg559/xsqVK+Hi4qLrNO3atQuhoaFwc3NDz549UblyZTx48ADff/89FixYgEqVKuW7o7k4ffnll7rzfu4gwj8pFArs2rULCoVCN2hV1gpCW7duRVJSErZv3466devqPk9PT8eMGTPw119/YdGiRfDx8cHRo0exYMECfPvttxg+fLisuUS7lss91xUkMzMTWq0Whw4dQlRUFICX+5ecAy7z589/7Z9RKBRYsGBB8YfBy2PQuHHjkJmZiQEDBqBWrVp4/vw5jh8/jqSkJMyePRtpaWk4ffo0du/ejaioKHzzzTeyFoUCAwNha2uLTZs26QbA161bBwcHBwQHB+cZgI6Ojsa4ceOwceNGLFmyRLZMRW237OxsaLVabNu2DYcOHQIg73YDgPPnz/+rn5PzrlcRr8NFzKSPsfsG27dvR2RkJPr374933nkHN2/exJYtW+Dr6wt7e3sEBQXprn8vXryIKVOmICQkRLa+b1HHb33kPn6vX78eSUlJmDt3Ljp27IgHDx5g0aJFmDp1KmrUqIFt27bBwsICADBgwAAMGTIEO3bskLUgJOLxMjg4GDExMZgyZYpuX1q1ahVmz56N2rVrIyQkRFdAGDlyJLy8vBASEiLr/r1582acPXsWPj4+GDx4cIFPvGZkZCA0NBRBQUHYtm0bxowZI1um2NhYeHt7IyUlBeXLl0dsbCz++usvLFy4EKtXr0bTpk3Rq1cvaDQa7N27F5s3b0bdunXx/vvvy5ZJnzVr1qBcuXLYuHEjGjdurPv88OHDWLx4MbZu3ZrvxuTitGnTJjx//hzLli1D69atcePGDcybNw9ffvklmjRpgsDAQN20ZP369cOQIUOwefNmLF++XJY869evR0pKCjZu3IimTZsWuu7FixcxY8YMbNiwAfPmzZMlT65BgwYhIiICCxYswIEDBzBp0iSDPXlXUjKJ2M809LgcC0IG5Onp+dqdYIVCgcjISJkSAb/++iv69+8vqULbvXt33LlzB8ePH5d90LV69erYuHEjdu/ejZCQEHzxxRfYuHEjBg8ejM6dOxt9Dt7s7GzcuHEDkydPzjc1XIsWLdC7d2+cOnVK1oLQ1atXMWjQoDyD0c2bN0dwcDDGjRuH0NBQVK5cGUOGDJEtwz+Jtj+dPHkSPXv21F281a9fH5aWlpg5cyamT5+e5wmu6tWrw9PTE/v27ZMlS0FUKhXu37+PWbNm5enwAUDt2rXh6emJsLAwWTNcuHAB/fr1y3P3o4eHB+rVq4dJkybB398fdnZ26NKli6w5XiXavpSrTZs2mDRpEv73v//hp59+wrFjx9CtWzcMHTo0z50jxqJSqfDkyRN4e3vnm0vW3t4effr0wZ49e2TNsHv3bjRo0ADBwcG6DMOHD8dnn32Gc+fOYfr06QgICDDo3Nzh4eHo169fnuIL8HIKrWnTpmHatGnw8fGBra0tRo4ciXv37mHfvn2yFWBEywO8LP40atQIwcHBuic5du3ahebNm+Obb77Jc/3Sp08feHl5YcuWLbIWhPz8/LBmzRpoNBoMHz4cjo6OeZanp6dj1apVGDp0qMHm5v43g0sKheJfDWZJdfz4cQwYMCBPMQgArK2tMX78eIwdOxZTp06Fvb09unbtiitXruDw4cOyF4REu5bbsmWL7v8vrOMXHh6e57/lHFCMiYlBdHS0rqMphZyFhZCQEJiYmGD37t15Bg5HjRqFzz77DAcOHMDq1avRo0cPXLx4Eb6+vti+fTsmTJggSx4AuHHjBoYOHaob3FSpVIiJiYGfn1++pxHq1auHAQMG4IcffpAtDwCcOHEC2dnZAArfl86dO5fnv+UsCE2ZMkXyPvQqOZ/OFfE6XMRM/yRC3+DIkSPo3r07ZsyYAQBo164dzMzMEBgYiOnTp+fpfzZr1gy9e/fGyZMnZev7Hjp0SDe97uscK+U8fucWzHr06AEAcHNzw6effooJEyZg4MCBumIQ8HK6qJ49eyI0NFS2PIC4x0tPT08MHjwYAODq6oqMjAysXLkSgwYNyvM0ibOzMzw9PXWFdLmEh4ejV69eGDVqVKHrWVlZwdvbG/Hx8QgPD5e1IPTNN99Ao9Fgw4YNaN68ORITEzF79mzMnTsX7u7u2LBhg27dLl26YNiwYfjuu+8MWhBSq9W4ePEiRo8enacYBLwcO4iKisLx48dlLQidPn0aAwYMQKdOnQC8HP+aOHEiFi5cCE9PzzzvqLGzs0OfPn2we/du2fJERkZiyJAhRRaDgJfHykGDBmH//v2y5cnVsGFDjB07Fhs2bMAPP/wAb29vtGjRAsOGDdPNemJoomUSsZ9p6HE5FoQM6KuvvsLixYuhUqnQunVrIV7kl5aW9lpzWzs7OyM5OVnGRP/HxMQEgwYNQvfu3bFjxw7s378fy5Ytw6pVq9CqVSu0bt0abm5ucHR0NPiL/xQKhW7qKH1cXV3x448/yppBpVKhUqVK+T53cHDAunXr4O3tjXXr1qF69ero3LmzrFlyibY/PXv2LN/jwfXq1QMAvTkdHR0LnPdVLubm5jAzMyvwnVNOTk755jQubrnvBfmn+vXrY/Xq1Rg/fjwWL16MqlWrolmzZrJmySXavvSqqlWrYuXKlTh//jw2bNiAQ4cOISwsDA0aNECXLl3QunVr1KlTxygXWpaWljA3N9d7bABePqadO0+3XO7evYvx48fnKUjZ2trC398fs2bNwpkzZzBv3jwsXbpU1hyvevLkSb6LvFw1atRAdnY27t27hyZNmgB42bk4depUmckDvLwzceLEibpiUHp6OpKSkuDr65tvX7a2tkavXr0QFBQkayZPT0+0aNECc+fOxbfffosZM2bAw8NDt1ypVGLVqlVo3bq1weZ2Ll++PM6cOfPaA/hySk5OLrC4Ym9vD41Gg0ePHumuO+vXry/7YEsuka7l/P39sWjRIqSmpsLHxyffXYkpKSn49NNP4evrK9vUIv+0detWzJ8/H8ePH4eXlxd69eplkO8tyJkzZ9CvX798A4cKhQIjR47EiBEjEB8fDwcHBzRr1gwDBw7E8ePHZS0IqdXqPIPi5cqVg4mJSYHnOXt7e9nPc5s3b8bcuXMRFxeHcePG5RuQe/HiBYYPH45FixbpjuNyCwoKwqeffork5GR06dLFqFPm5RLxOlzETP8kQt8gPj4eQ4cOzfNZp06dsGHDBr3XL66urrIWzr799lvMnDkTly5dwpAhQ9CuXTvZvkuqlJSUfNP25e5D+sZ5KleunOd9UHIQ8XiZnJyc74aVNm3aQKvV6n2XiiH27+Tk5Nc6z7u7u+PIkSMyJno5y8ygQYPQvHlzAECVKlUwbdo0jBo1Kt+1gZmZGbp3747NmzfLmumfNBoNtFptge8wc3d3x88//yxrhtTU1HzHxqZNm0Kr1ep90kvuvm92djZsbW0lr1+5cmW8ePFCtjyvsrKywvTp09G3b19s2rQJJ06cQFRUFOzs7NC5c2fdNbghx6VFyiRiP9PQ43IsCBlQ586dUbVqVUycOBHp6elYvXq1sSPB2dkZp06dwieffCJp/ePHj8s6X7E+FStWxKRJkzB69GgcOXIEJ06cwB9//IHTp0/rBlnkfpIKQJ6XNJuZmaFevXqIjY3Ve0F648aNAi+8ikv16tVx8eLFfPNIAi8HFFeuXInx48frpvUxBNH2pypVquDChQt57qq/cOECAOD27dv5XtR+48YNg8x9nZSUhOzsbN1Furu7O27cuKF3X4qKikK1atVkzVOlShXcuHEDvXv3zrescePGWLJkCT799FN8+umnst7l/irR9iV93n77bbz99tu4fPky9uzZg9OnTyMgIABr166FpaUlHBwcYGtri+DgYFlz3LlzB48ePdL9+1u2bImoqKh8+zcAnDp1yiAv/dU3AG5mZoZly5Zh3Lhx+PXXXxEQEGCwaS0rV66MkydPol+/fvmWnTt3TvdenFxxcXGoWLFimckDvHzXS2pqqu6/ra2tYW1tDY1Go3f97OzsfE+hycHFxQWbN29GYGAglixZgoiICMyZM0f29iiIv78/AgICsGvXLvj4+OjetWRMjo6OOHLkCD755JN87+n59ddfoVAo8gy63L59W9Z3HOojwrVcmzZt8O2332LJkiXYsGEDRo0ahVGjRun2Y6VSCeDl4HDugIzczMzMsHjxYiQmJiI0NBQff/yxUV/M/vz58zx3177KwsICWq0WT5480T0dUKNGDd1d+3Jp2LAhDhw4gJ49e8LCwgKmpqZo2bIlTp06pbtDOJdGo0F4eHi+F2AXt3r16mH79u26c/7du3cxY8YM3UBs7rSo9vb2BRb/i5u7uzsCAwMxatQo3LlzB/PmzTP6e7tEvA4XMRMgXt+gWrVquHXrVp7PHB0d4evrq/f8ER0dLWt/09bWFmvWrIGXlxcOHTqEoUOHGv3m2urVq+O3337L0xf/7bffAAB//fVXvhfZR0VFFVjkKy4iHi+dnJwQFRWVp5/p4OCAZcuW6X1P0KVLl2R9v0pupvPnz0t+8v7s2bOy/83pu9k399pN3zt5ypcvn2d8Si6v9unMzc3h4uKS5/09r4qNjZX9vYK1atVCREREnr87BwcHbN++XW/fIDIy8rVuMn1drq6uCA8Ph6enZ5E3NWVnZ+PgwYOy/839k4uLC7788kvEx8fjhx9+wIkTJ7B3717d04HlypVDhQoVcPjw4TKXSbR+pqHH5eTvyVMeTZo0wbRp03D58mWDPCpYlAEDBuDcuXOYNm0a/vjjjzyDQbkyMjLw559/Ytq0aTh//rzB3yWSy9LSEn369MHatWtx9OhR+Pv7Y8yYMfjwww8N8sLWJUuWoEePHvD19UVAQAAcHR2xc+dOPH78WLeOWq3G3r17ERYWJvudS507d8axY8ewadMmPH36NN9yd3d3LF68GGq1GlOnTsWxY8dkzQOItz917NgRx44dw9KlSxEREYFt27ZhxYoVqF27Nnbu3IlLly7p1o2IiEBYWFi+i3c5rF27Fh07dkT//v0xe/ZsmJubIzQ0FDdv3tSt8/TpU6xduxbHjx+X/VHwdu3a6Z5y0XfHe/v27TFjxgy8ePEC48eP/9fz1L8O0falwjRp0gRLlizBzz//DH9/fwwZMgSNGzdGWlpanm0qlx07duCTTz5Bx44dMWLECCiVSuzduzfPVDVXr17FZ599hvPnz+Ojjz6SNU+dOnVw/PhxvcssLCywatUqODg4IDQ0FNu3b5c1S64uXbrgzz//xBdffKF7+a9Go8GxY8cQEBAAZ2dnuLq6QqVSISwsDN9//z1at25dZvIALwuJe/bsyfO+w86dO+OHH37Id1x49uwZ9u3bZ7A7383MzDBp0iSsX78e169fx+DBg2W/CaQwU6ZMwXvvvYeQkBDcvn3baDly9ezZEzdv3sTEiRNx8eJFpKamIj4+Htu2bcOmTZvQqFEjODs7IzExEZs2bcKPP/6Yb2DIUIx9LWdnZ4eVK1dixowZ2LFjB0aPHo1Hjx7J/r2FMTExwcKFC6HVavHNN98YNYuLiwt+/PFHvU9EhIWFQaFQ5Jkq6q+//pL9PXrDhw/HnTt3MH78eFy8eBFarRa+vr747bffsGbNGsTFxUGlUuHKlSuYNm0arl69apDrAXNzc8ycORP+/v44c+YMBg8enOe60hicnZ3x+eefIyYmRvapqaQQ8TpcxEyAeH2D9957DwcOHMCuXbt01+Dm5uYYPHhwnqmitFotwsLCcPDgQb03IhUnS0tLLFmyBKmpqQa7Qa0wH330ESIjI+Hr64vdu3dj6dKlCAgIQNOmTbFnzx4cPXoUAJCTk4M9e/bgl19+wQcffCBrJhGPl927d8fPP/+MFStW4N69ewBeXtd16tQpzzRMqamp2LRpE44ePSp7O/Xq1QvHjx/HsmXLEBsbW+B6cXFxWLZsGU6cOIGPP/5Y1ky1atXCkSNH8hR5cp/m1nfNGxERYZAnQZcvX44xY8Zg2bJl+P7779G4cWN8++23+Z7iOnPmDPbv3y/rVNIA8Mknn+DMmTOYMWOGbspTExMTNGjQIE/B9e7du1i4cCF+//33PE99FLcRI0bgxo0bGDVqFPbv34/o6Gi8ePECarUaarUaqampiImJwaFDhzBq1CjcvHkTI0aMkC1PYRwcHDBhwgTs3bsX3333HWbOnAkPDw80aNDA4O/3FSmTSP1MQ4/LKZRK5etPNkz/2fDhw/Hs2TPs37+/wDvxDGXr1q0IDg7WnXysrKx0d7ipVCpdp9DU1BReXl4YPXq0rHneeecdSS+SN6TDhw8jOjoa0dHRuHPnju4uUuDlvOpjx44F8PIE9ejRI1StWhXbtm2T9c4llUqFWbNm6e4m3759u97Hd48fP44FCxYgKysLCoVC1rnCAbH2p/T0dEycOBHXr1/XTe/TqVMneHt7Y9SoUVCr1XB2dkZOTg4ePXoEBwcHbNu2Te/j68XlwoULefalmJgYZGVlAQBGjx6tm5u4V69eePLkCerWrYugoKB8c4gXp+fPn2PcuHG4e/cuzM3NsWXLlnyP9gNAaGgoAgICdP9dlvYlQMxj05MnTxAdHY3bt2/jzp07iI6ORlxcHDQaDcaOHaubG7tPnz54/PgxWrVqBX9/f1nvGj506BCWLFmCFi1aoFevXmjbtm2+u8ViY2MxduxYKJVK1KhRA3FxcbLuT5mZmZg8eTIuXbqke/omMzNTN7XGunXr0LhxY+zbtw//+9//UKdOHaxbt062pyhEywMADx48wMiRI6FQKDB48GC0adMG1tbW8PPzg7W1Nfr06YPKlSvjzp072LNnD5RKJTZu3Ah3d3fZMumTmpqKpUuX4vjx4+jatSuOHj2KtWvXGuxR/lzPnz9Hnz594ObmhrVr1xr0u/9Jo9Fg3rx5OHbsWJ47ObVaLRwcHPDNN9+gZs2a2L9/P5YuXYqWLVti+fLleu84LS4iHi//KTY2FnPnzsWDBw/g6+uLTp06oWvXrli3bp3B9ycA+OmnnxAdHZ1n6kZDyz1+Ozs7w8vLC3Xr1kVaWhqOHj2KAwcOoFWrVlizZg1iY2OxdetWHDlyBOPGjcPIkSNlzXXgwAF8/fXXyMzMhLW1NRwcHJCSkpLv6SStVoshQ4YY7OnTXEqlEosXL8aZM2cwbNgw9O/fHx4eHkbbl6ZNm4YHDx5g9+7dRn1KSMTrcBEzidg3SEtLg6+vL65cuYJ69eph586detfr27cv4uLi4ODggK1btxpkVoqtW7fi9u3bWLRokVH3b7Vajc8++yzPlL4DBw5E//79MWLECKSmpsLS0hJarRaZmZmoX78+Nm3apHdaq+Ik2vEyOzsb8+bNw4kTJ9CgQYMCbwbr1q0blEqlQdpJo9Hgf//7H/bv3w+FQgEbGxtUq1YtTz8zISEBL168gFarRY8ePfD555/L+mT8nj17sGrVKri6uqJVq1a4e/cuzp8/j44dO+LUqVMYO3YsevbsCY1Gg127duHbb7/F5MmTZX1fdFBQkK5/+fjxY90Ade40suPGjQMAjBkzBleuXIGNjQ22bt0q66wdWq0WAQEBCA0Nhbu7O0JCQvSu161bNzx79gzvvvsuVq5cKeuYa3h4OPz9/aFUKgucJlqr1cLW1hZTp07VvXdMLiJeg4uYSR9j9zMNPS7HgpCRZGVlISsrS/ZHKqWKj4/H0aNHce3aNSQkJCA1NRVarRbW1tZwcnKCu7s7PvjgA9kfcwaA8ePHw8vLS/a7C/6LxMRE3YW7u7u7bmqR6dOno0qVKvDx8THI9ALAyxPQH3/8galTpxb4aOOdO3fg7++PqKgo2QfxAbH2p5ycHJw6dQoPHz5E7dq10aFDBygUCkRFRWHDhg24c+cOzM3N0bZtW0ycONFg2y2XRqPBgwcPEB0dDRcXF11Rb+nSpahevToGDRoke8cBeHlM2rVrF/744w98+eWXBQ48R0ZGYuXKlbIP4OcSaV8qKRcyuS+QtbOz0009FBISgho1aqBr164GebdRSEgIgoODodVqERoaijp16uRbJzY2FtOnT8ejR48MUqxWq9XYt28fTp06hfj4eFhbW+Ott97C4MGDdVP63L59G9HR0ejcubPsf3ei5QGAW7duYdGiRbhz506+wkLuf2u1WlSoUAGff/453nvvPdkzFeTw4cNYtWoV0tPTjVIQAl5O73fv3j307dvX6FMzAS/vFj158iQSEhJ0+1PPnj1115oPHz7E06dP0axZM9mPAyXhWg54+Xe4YcMGhIaG4q233sJff/1ltP1JFOvWrcs3+KvVatGgQQOsWbMGlSpV0hWOevTogTlz5hhk/3/69CnCwsJw4cIF3Lt3DykpKcjKyoKVlRWqV68ONzc3fPzxxwZ7clGfvXv3IiAgAA4ODnj48GGZ35cAMa/DRcz0KlH6Bmq1GmFhYUhLSytw0HnKlClwdHSEj4+PwaciFcWNGzd0+1Lutrp37x42b96cZ18aNmyYwe54F/F4ee7cOSQnJxfYj1qyZAlq1aqFAQMGGGT/Bl7OoHD48OFC+5ldu3Y1WDv5+/tjz5490Gg0uqcWunbtCi8vrzzTtGm1WrRp0wZff/21QaZvBl7OzPFq4frdd9/VPRU4fPhwVKxYEVOnTjXYdGgPHjzAkydPCrzODAoKgouLCz788EOD9H1VKhUiIiLy7Uvly5eHk5MT3Nzc0LZtW4Ps27169cKMGTMM8nSrVCJmKowx+5mGHJdjQYioDFGpVAa7wKLSS6vVIjY2FrVr1zZ2FBJYfHw8zp8/jw8++KDA405GRgZCQ0Nx+vRpg78YlQp2+fJl/Pnnn4iNjcWLFy+QnZ0NS0tLVK9eHe7u7ujYsaPRphZ41d9//42oqCi0adOmzA5EUfGIiorCggULdFMylfVB/JiYGF1x0crKCm+99RY6duyoG3hKTEyEWq02yM0YJc39+/cxb9483Lp1y2hPCBERUcn07NkzPHr0CLVq1dI9mZicnIzvvvtOV2Bs164dunfvbrBiUFFevXGMqLQoCf3M/zoux4IQCS0pKQnXr1/H48ePoVKpoFAoYGtrCwcHB7i7u6NChQoGz6RWqxEbG4vHjx8jIyMjT6ZX58E1JBHbSZ8///wTN27cgKWlJdq1a2ewF+1mZ2fj9u3bMDExQb169Qq8kzU5ORkxMTEG6bwnJCTg0qVLMDU1xVtvvVXgSSYuLg5RUVHo2bOn7JnYTlQWiHa8FC2PqNhORbt69SouXLige4l0gwYN9K4XHR2NEydO6Ka7lVNJOoanpqbi9u3bqF+/vsGf4C9J7URFU6vVePr0KSpXrgxzc3NjxxGCiP0nETOJeK4TsZ3+6dGjR7h58yYsLS3RokULg960IuLxW2qfLikpCXfv3i2zfToR24moOIl4/BYxU1k997IgREKKjY3F6tWrcfbsWWi12nwv1FIoFFAoFGjfvj0mTZoEZ2dn2TMplUoEBQUhPDxc78t2AcDGxgYeHh7w8vKSda7pXCK2U2xsLIKCgnDr1i04OTlh9OjRcHd3xxdffIHjx4/rMpYrVw5Tp07FJ598ImuesLAwrF69WvdCVFtbW4wePRoDBgzIt254eDgWLFgg+9RVmzZtwrZt25CTkwPg5Ttw+vXrh0mTJuW7EDVUJrYTlXaiHS9Fy/Oq69ev4+rVq7oLUBMTE9ja2qJatWpo0qSJ3vfVyYXtVDStVotFixbhyJEjeeZ379ixI7744gvY2trmWb+sH8NfLZy1aNECDRs21LueoQpnorYTUXEQsf8kYiYRz3WitZNSqURoaChu3rwJJycnDBs2DDVq1MD69euxc+dOXZtVqFABX3zxhUGmJhLx+M0+nTQithNRcRHt+C1qprJ+7jX+hOdliI+Pz2v/jEKhwMaNG2VII6579+7B29sb2dnZ+PDDD+Hm5oZq1arpphzKfcnflStXcOrUKVy6dAmbNm2Ci4uLbJkSEhIwevRoxMfHo0mTJnkyabVaXaZr167hu+++w++//47AwEBUrVpVtkwittODBw/g5eWFtLQ0VKxYEQ8ePMCFCxfg7e2NX375BR07dsRHH32EtLQ0hIaGYuXKlXB2dpbtHQNnzpzB4sWLUb16dXTv3h3Jyck4efIk/P39ceXKFSxcuFDWFwzqc+TIEYSEhMDNzQ1dunRBUlISDhw4gO+++w43b96Ev7+/wadiYjtRaSfa8VK0PLkuXryI5cuX4969e/kuiHMpFArUr18fM2fOlH1OdbaTNLt378ZPP/2ETp064aOPPkJSUhK+/fZbnDx5Evfv38c333xj8KkORDyGv27hLCYmBlu2bJG1ICRiO1HJ1KNHj9eeskehUODgwYMyJRKz/yRiJhHPdaK1U2JiIkaNGpXnPSq//vorpkyZgu3bt6NRo0bo0qUL0tLSsH//fsyZMwchISEFFvyLg4jHb/bppBGxnYiKi2jHb1Ez8dzLgpBBlS9fHmfOnIFCoShwAOGf5J6LU8Qi1fr162FlZYVt27ahVq1aBa43YMAAPHjwAOPGjcOGDRuwbNkyWTOlpKRg48aNaNq0aaHrXrx4ETNmzMCGDRswb948WTOJ1k6bNm2CmZkZtm/fjgYNGuDvv//G1KlTERgYiHbt2mH58uW6dT/44AMMGzYMO3bskK0gtH37dtSsWRM7duyAtbU1gJcv1Z49ezZ++eUXAC9fYGlIu3fvRoMGDRAcHKyb93f48OH47LPPcO7cOUyfPh0BAQEoV66cwTKxnaT5N8c9hULxr46zUok4AKTRaP7Vz8k5D7Zox0vR8gAv3xs0adIkVKhQASNGjIC7u7veC9CrV6/i0KFDmDhxIjZu3IjGjRvLlontJM3BgwfRsmXLPP/unj17YunSpQgLC8PkyZOxcePGfAUPOYl4DBexcCZaO4l4/J4/f/5r/4xCocCCBQuKP8z/J2I7dezYEXv37oVCoUCVKlWEGMwUtf8kYibRznWitdOmTZvw/PlzLFu2DK1bt8aNGzcwb948fPnll2jSpAkCAwN1+3y/fv0wZMgQbN68OU/fs7iJdvwG2KeTSsR2EhH7viUvDyDe8VvkTGX93MuCkAH5+/sjICAAu3btgo+PD7y9vY0dScgi1cWLFzFy5MhC/yhzOTs7Y+DAgQgNDZU1U2RkJIYMGVLkHyUANGvWDIMGDcL+/ftlzSRiO50/fx4DBw7UvbfA0dER48ePx+zZs9GtW7c861paWqJHjx7Ytm2bbHlu3bqFUaNG6S70AKBWrVrYuHEjJk6ciF9++QX29vaYPn26bBn+6e7duxg/fnyeQQFbW1v4+/tj1qxZOHPmDObNm4elS5caLBPbSZpDhw4hMTERAF7reCnnRbGIA0Bt2rT5VxfGkZGRMiUS73gpWh7gZafP0dERwcHBBT563rBhQ3To0AGDBw/G6NGjsWHDBqxdu1a2TGwnaR4+fIg+ffrk+czMzAxz586FQqHAoUOHMGvWLKxbt67A+fGLm4jHcBELZ6K1k4jH75iYGERHR792X0XOgpCI7TRr1iy4uLhg1apVaN++Pfz8/GT7LqlE7D+JmEnEc51o7XT69GkMGDAAnTp1AgA0b94cEydOxMKFC+Hp6Znn+tfOzg59+vTB7t27ZcsDiHf8Btink0rEdhKxsMC+b8nLA4h3/BY1E8+9LAgZ3JQpUxAXF4eQkBC0b9/eoPPw6yNikUqhULzWHXQWFhbIyMiQMdHLFw6+zgBB5cqV8eLFCxkTidlOWVlZ+V641qhRowIvIKytrZGdnS1bHrVarfcRdBsbG6xZswbe3t7Ys2cPnJycMHDgQNly/JO+iz0zMzMsW7YM48aNw6+//oqAgABMmTLFIHnYTtJ8++23mDlzJi5duoQhQ4agXbt2Bvnewog4ADR58mR888030Gg0aNCgQZ7OlrGIdrwULQ/w8n0448aNkzQPsZ2dHfr164egoCBZM7GdpDEzM4NKpdK77LPPPkNSUhIiIyOxYMECg97xKtoxXMTCGSBWO4l4/N66dSvmz5+P48ePw8vLC7169TJ2JCHbCQD69++P+/fvY9++ffjwww/RvHlzo+YRsf8kYiYRz3WitVNqaiqqV6+e57OmTZtCq9Xqpvd5VaVKlWRvI0Cs4zfAPp1UIraTiIUF9n1LXh5AvOM3IGYmnntZEDKKzz77DH369MHatWtlvWNUKtGKVA0aNMCBAwfQq1cv2NjYFLpuSkoK9u7di0aNGsmaydXVFeHh4fD09Czycebs7GwcPHgQrq6usmYSsZ3eeOMNhIeHo0+fPrqLGAcHBxw7dizfhaBWq8Uvv/yC2rVry5anVq1aOH36ND755JN8y+zs7PD1119j9OjRWLNmDezt7WXL8ao6derg+PHjei8uLSwssGrVKnh5eSE0NBR2dnaoVq2a7JnYTtLY2tpizZo18PLywqFDhzB06FCDtUdhRBsAGjp0KGrWrIk5c+agevXq+N///mfUPIB4x0vR8gCvf5GbnZ39r6dNkortJE2DBg1w+PBhDBw4MN81iomJCb766iv4+Pjgl19+QYUKFeDm5iZrHkDMY7iIhTPR2knE47eZmRkWL16MxMREhIaG4uOPP0aNGjWMmknEdso1ZcoUnDx5EmvXrsWWLVuMmkXE/pOImUQ814nWTrVq1UJERAQ8PT11nzk4OGD79u2oWLFivvUjIyPh5OQkWx5AvOM3wD6dVCK2k4iFBfZ9S2Ye0Y7fombiuRdQKJVKac/+UbE6d+4c7t27h759+xr0LsSCPH/+HH369IGbm5vRi1SXL1/GhAkTULFiRXh4eMDd3R0ODg66uzhy5+e/fv06Dh48iGfPnmHt2rWyHngjIiIwa9Ys1KtXD3379oWbmxscHBx0dwSqVCrEx8fj+vXr2LNnD6Kjo7F06VLdY+1yELGdTpw4gTlz5qBBgwbo378/evTooXe9M2fOYOfOnbhw4QL8/Pzy3bFbXHbt2oWAgAB4eHigd+/eaNSoUb4D6+XLlzF58mRkZWWhcePGuHbtGs6ePStLHuDlo9dLlixBixYt0KtXL7Rt2zbfCSg2NhZjx46FUqlEjRo1EBcXJ2smttPriYmJwdChQ9GzZ0/MmTNH9u+TQqVSwdPTEw4ODkYfAMoVHByM4OBg2Y+FUoh2vBQtDwDMnDkTN2/eRFBQEBwdHQtd9/HjxxgzZgzq168Pf39/2TKxnaQ5deoUPv30U7i4uKB79+7o1asXKlWqlGedpKQkjB07Fo8ePUKFChXw4sWLMncMHzduHJRKJXbs2KG3k5WRkQEfHx9ER0fD09MTbm5uWLx4cZlrJ0Cs43euJ0+eoF+/fujQoQO+/PJLY8cBIGY7AcCdO3cQFxeHtm3bGrWfKWL/ScRMIp7rRGun/fv3Y+nSpWjXrh369euH1q1b613v7t272LFjB44cOYLx48djxIgRsuQBxDx+s08njYjtlGv58uXYt28fvvnmG6MXFnKx71uy8oh2/BY1E8+9LAjRK0QqUkVFRWH58uW4f/9+gXOparVauLi4YObMmWjVqpXsmcLDw+Hv7w+lUlloJltbW0ydOrXAYkhxErGd9uzZg7Vr18LNzQ2BgYF61/Hw8EBiYiL69OmD2bNny5YlJycHS5cuxaFDh6BQKLBz507UrVs333qXLl3CrFmz8Pz5cygUCtkv9kJCQhAcHAytVovQ0FDUqVMn3zqxsbGYPn06Hj16JHsmttPr27p1K27fvo1FixYZ/XiZS5QBoFxqtRoDBgyAmZmZ7PO4SyHa8VK0PHfv3sWYMWOQnZ2Njh07wt3dHdWqVctzAZqQkIBr167h119/hYmJCTZt2oR69erJmovtJM2RI0ewfPlyZGRkYPfu3XBxccm3TnJyMvz8/HD58uUyeQwXsXAGiNdOgHjH71w//fQToqOjMXHiRJ7nSggR+08iZhLtXAeI1U5arRYBAQEIDQ2Fu7s7QkJC9K7XrVs3PHv2DO+++y5Wrlwp+7Rboh2/2aeTRtR2AsQqLLyKfd+SlUek47fImcr6uZcFIRLa9evXceXKFSQkJCA1NRXAy/fOODk5wc3NDY0bNzZoHpVKhYiICFy7dk2XSavVonz58rpMbdu21TuXsZxEa6f09HTExcUVOAC2f/9+uLq64s033zRInsuXL+Ps2bMYMmQIypcvr3edxMREBAYG4vfff0d4eLjsmeLj43H+/Hl88MEHBe4vGRkZCA0NxenTp7F582bZM7GdqLglJiYiOTkZrq6uQsyFDYh3vBQpz/379+Hv76/r8Oqb6tPExARvv/02fH19ZX+U/1Vsp6JlZWXhypUraNKkSYHTDGg0Ghw9ehS///67QZ6yEO0YLmLhDBCvnQAxj98iYjsVTcT+k4iZALHOdYB47fTgwQM8efKkwEG5oKAguLi44MMPPyxwIK24iXj8Zp9OGhHbCRCrsEAll2jHb1EzAWX33MuCkECUSiVGjhyJRYsWoUmTJsaOQ0RERGVQcnIyrl27hvj4eKSlpUGr1eouihs3bizE/OEiKCntpNFokJCQgMqVKxc5H3VZIGLhjEhuSUlJ8PDwwNq1a/H2228bOw4RERERGZGJsQPQ/8nJycHff/+NzMxMY0fRUSqV6N27Ny5fvmzsKDpJSUlo3bo1zp8/b+woOmwnaUTLxO0mDdtJmtTUVCxevBj37983dhQdEdtJo9HgyZMnyM7ONnYUHdHaydh57O3t0b59e3zyyScYMWIERo4ciU8++QR169aFra2tUTLpw3aS5tmzZ+jduzf++usvY0fRMea2Mzc3R4sWLfIVg149NpmYmOCjjz4yejHI2Pv4P4l4/H7x4gXGjx+PW7duGTuKjojtBLx8elEkIl5fiphJtOMAIF47iZYH4HaTiu1UcrHvWzTR8gBi7t8iZioL244FISqUiEUqQLwODdtJOpEycbtJw3aSJjMzE4cPH8bTp0+NHSUP0dpJxMFpQLx2Ei0Pt5s0bCfpRMvEbVc0EdsoOzsbFy5cwIsXL4wdRUfEdhKRiNeXImYCxDoOAOK1k2h5cnG7ScN2KpqIg9Ps+0ojWh4R928RMwGlf9uxIERERFRMRLtoEBXbqWTidpOG7VRycdsVjW0kDduJiIiKk4jnFREzEZE0LAgRERERERERERERERGVcmbGDkD/x8bGBnPnzkWdOnWMHYWIiIiIiIhKgYoVK2LDhg2oX7++saMQERERkZGxICQQCwsL9OjRI89nGo0GJibGe5BLxCKViB0akdupXr16xo6iI1omkbcb9+/CibYvAS+P4R4eHqhataqxo+iIuD+JSLR2Ei2PqNhO0lSqVAn79+9H5cqVjR1Fh9tOGhHPdaKxtrbG6NGjUaNGDWNHEZqZmRmaN29u7Bh5iHh9KWImEY+XorWTaHkAMY/fIrcT9++Sh33foomWBxBz/xYxU1nYdgqlUslJHw0oJiYGAQEBuHjxIkxNTdGiRQuMGTMGDRo0yLdueHg4FixYgLNnzxoh6f959uwZzM3NUb58eaPmyKXVahEfH4/KlSujXLlyxo4DrVaLO3fuID09HTVr1hRmwCU2NhapqalwdHSEvb29seMAMHymJ0+eoGrVqjA1NZX9u4pLTk4O7t+/D41Gg7p160KhUBglx/Pnz5GZmQkzMzNUqFABZmbGvX8gLS0Nf//9NzIyMmBiYgIbGxtUq1YNVlZWRs0lkuTkZJiYmMDOzq7AdVQqFZKSkow6cKbRaHTHcHNzc4N/f0lop7S0NMTGxsLCwgKurq5GyfBPxt5u//TixQv89ddfunOvu7u7sSMBMH47qdXqPMfrtLQ0XL58GampqahRowYaN25skBwXLlxA/fr1YWNjY5DvKw65265KlSpGu75MTExEYmJinvOvo6Oj0c/BuYy9f5cUbKd/z9g3QwLs+0rJI1LfV7Q8uYzRF2ff998Tre/7T2q1GpcvX0a9evVga2tr7DhCKAl9upKC5978ysK5V6yjXCl3//59jB49GpmZmahTpw6ePXuGiIgIREZGYsaMGfD09DRatrNnz+LWrVtwdHTE+++/DzMzM0RERGDFihVISEiAQqFAy5YtMXv2bKMfTJ8/f47evXtj7dq1ePvttw3ynYsXL0afPn3yDTidOnUKK1asQGJiou6zNm3awM/PD9WrV5c9161btxAYGIhWrVph0KBBAIDffvsNq1atQnx8PADott3MmTPh4uJSpjL16tULb775JpYtW4YqVarI9j2vKzs7G4cPH8atW7fg4OCAnj17wt7eHpcvX8bcuXN17VS1alV8/vnnaN26tUFyHT58GD/++CNu3bqF7OzsPMscHBzQokULDB48GHXr1jVInqysLOzZsweHDh1CbGxsvuUKhQKurq74+OOP0adPnzI76HLu3DmsXLkSDx48AADUqVMH48ePR/v27fOte/LkSaPfaGBiYgJHR0eDf69o7ZSVlYXDhw/j5s2bcHJyQu/evVGxYkX88MMPWLduHTIyMgAAzs7OmD9/Ptzc3GTLIoVGo8Hff/8NW1tbg/2tjR8/Hl5eXmjVqlWez/fs2YP169cjMzNT99kbb7yBhQsXGvQuLlGKLwDw+++/Y+3atejWrRu8vLwAvGynDRs26PYlAKhZsyY+++wz2Z8UGD9+PGrWrInly5cLU9QsSkpKCu7cuYPo6Gg0bdoUFSpUMMj3ZmdnY9u2bdi/f3+e68lcpqamaNKkCQYPHqz3eCUXtVqN2NhYPH78GBkZGVAoFLC1tYWDg0OZPd/+U3Z2Nm7fvg0TExPUq1dPdzz453kuOTkZMTExBuu3iETUmyHZ9y2caH1f0fLkEqnfC7Dv+7pE6/u+St/NkI0aNeLNkBCvTycinnv/u7Jw7mVByIA2btwIANiyZYvuD/Hw4cNYuXIlli9fDrVajf79+xs0U3Z2NmbNmoWzZ89Cq9VCoVDgu+++g5+fH+bMmQNzc3O0a9cOaWlp+PPPP+Hj44Nt27bJeoFx/vz5QpenpaVBq9Xi9u3beT6X8480LCwMb7/9dp4/zHPnzmH27NmwtLREt27dYG9vj3v37iEyMhI+Pj7YsmWLrHcoXb9+HWPHjoVGo8G7774LADhz5gz8/PxgaWmJLl26wN7eHg8fPkRkZCS8vb2xZcsW1KpVq0xlunLlCoYOHYqpU6eiW7dusn2PVKmpqZgwYQJu374NrfblA5o//vgjAgICMH36dJiZmaFnz57IycnBqVOnMHPmTISEhOg9eRcXrVaLOXPm4Ndff0XFihVRt25dKJVK/P3336hYsSI6duyIhw8f4ueff8aRI0cwevRoeHt7y5YHeDkwl9tOVatWRceOHVGtWjVYWlpCq9VCpVIhISEB169fx9dff42jR48iICCgRN2NXhyuXLmCqVOnwsrKCu3bt0dycjKuXr2KWbNmYdiwYZg4caKxIwpBtHZKS0vDuHHjEB0drTsOHDx4ELNmzcKKFSvg4OCAHj16IC0tDSdOnMCkSZOwbds2ODs7GzTnq3KPXYa8KL5w4QJ69eqV57Njx45h1apVqFatGj7++GPY29vj7t27CAsLw4QJE7B161bUrFlT1lyiFV/OnTuHmTNnwtbWVjcIffjwYaxatQrVq1dH//79defeI0eOwNfXF0FBQWjYsKGsuR49egQvLy94eXlh2LBhQtxtq1QqERoaitu3b8PBwQEDBw7EG2+8gV9//RWLFi3SbT9LS0tMnz4dPXv2lDVPZmYmJk2ahMuXL6N+/fpo0qQJlEolrl69CisrK/Tr1w9xcXE4d+4cZs2ahR49euCLL76QNZNSqURQUBDCw8ORlpamdx0bGxt4eHjAy8ur0DtzS7OwsDCsXr0aqampAABbW1uMHj0aAwYMyLfuuXPnZB9sye1nvg6FQgEfHx8Z0rwk4s2Q7PtKI1rfV7Q8gJj9XoB9XylE7PsCvBlSCtH6dCLiuVcanntZEDKoCxcuoF+/fnlObh4eHqhXrx4mTZoEf39/2NnZoUuXLgbLtH37dkRGRqJ///545513cPPmTWzZsgW+vr6wt7dHUFAQHBwcAAAXL17ElClTEBISAj8/P9kyTZo0qchHhRUKBdauXZvnM0NX/Tds2IBKlSph8+bNeaqyUVFR8PX1RXBwsKztFBgYCFtbW2zatEk3+LVu3To4ODggODg4z8EzOjoa48aNw8aNG7FkyZIylWnQoEGIiIjAggULcODAAUyaNMmod9oHBgYiOjoa3t7e6NixI2JjY7FmzRpMmDAB1tbWeQ7oY8aMwfDhw7FlyxYsW7ZMtkx79uzBqVOnMGvWLPTt21f393f9+nXMmTMH1atXx2effYaUlBSsW7cOQUFBqF27Njp37ixbpsDAQNy7dw8LFy4ssjPz008/4auvvsKmTZswffp02TLFxcX9q5+T8+6WkJAQ2NnZYcuWLbpj9YULFzB//nzs2LEDOTk5mDJlimzfX1KI1k7BwcGIiYnBlClTdOfeVatWYfbs2ahduzZCQkJ0j8uPHDkSXl5eCAkJwcKFC2XLdPDgwUKXZ2RkQKvVIjIyEn///bfuc7kHzP8pODgYNWvWxI4dO2Btba37vH///hg1ahSCgoJkbScRiy+5bbJ582bdUy3BwcGoV68egoODYWlpqVt3xIgR8PLywqZNm/D111/Llgl4+ZTQ6dOnERgYiJ9++gljx45F586djTYdTGJiIry9vfHkyRPdZ8ePH8eqVaswb948ODo64qOPPoJGo8GhQ4ewdOlSODk5oWXLlrJl2rlzJ27evAl/f3/dgCIAxMfHY9q0aXj+/Dnmz58PjUaD7du3Y8OGDXBzc0OfPn1kyZOQkIDRo0cjPj4eTZo0gZubm96bMa5du4bvvvsOv//+OwIDA2V9f0BRHfaCyNlhP3PmDBYvXozq1auje/fuSE5OxsmTJ+Hv748rV65g4cKFBp+y6dChQ7o7R3MHXYsid0FIxJsh2ff994zd9xUtj4j9XoB9XylE7PuKeDMk+75FE/FmDJ57peG5lwUhg0pNTYWTk1O+z+vXr4/Vq1dj/PjxWLx4MapWrYpmzZoZJNORI0fQvXt3zJgxAwDQrl07mJmZITAwENOnT9f9UQJAs2bN0Lt3b5w8eVLWP8zhw4dj586dMDMzg6enZ76TXEZGBnbt2oWPPvrIaI8RZmdn48aNG5g8eXK+R/RatGiB3r1749SpU7K2040bNzB06FDdBahKpUJMTAz8/PzyVdLr1auHAQMG4IcffpAtj6iZGjZsiLFjx2LDhg344Ycf4O3tjRYtWmDYsGF45513DD4wdfLkSfTs2RNjxowB8PLv39LSEjNnzsT06dPzVPerV68OT09P7Nu3T9ZMBw4cQM+ePfHJJ5/k+bxx48aYMWMG5s2bh8GDB8PW1hZz5szB06dPERoaKutF8a+//or+/ftLurOte/fuuHPnDo4fPy5rQcjT0/O19xeFQoHIyEiZEgFXr17FoEGD8hyrmzdvjuDgYIwbNw6hoaGoXLkyhgwZIluGf5o/f/5r/4xCocCCBQuKP8z/J1o7nThxAp6enhg8eDAAwNXVFRkZGVi5ciUGDRqUZ+5kZ2dneHp64tChQ7Jm+vLLL3X7d0GDiQqFArt27YJCodDd3WXIgpBKpcL9+/cxa9asPMUgAKhduzY8PT0RFhYmawYRiy937tzBmDFjdHkyMjLw+PFjzJ07N08e4OV0LP369cOOHTtky5OrevXq2LhxI3bv3o2QkBB88cUX2LhxIwYPHozOnTsbbEq2XOvXr0dSUhLmzp2Ljh074sGDB1i0aBGmTp2KGjVqYNu2bbCwsAAADBgwAEOGDMGOHTtkLQiFh4ejX79+eYpBwMupaqZNm4Zp06bBx8cHtra2GDlyJO7du4d9+/bJVhBav349UlJSsHHjRjRt2rTQdS9evIgZM2Zgw4YNmDdvnix5AGDKlCmSCxyvkrPDvn379nyF6YcPH2L27Nn45ZdfAED2Qd9/+vbbbzFz5kxcunQJQ4YMQbt27Qz6/fqIeDMk+77/jgh9X9HyiNjvBdj3lULEvq+IN0Oy71s0EW/G4LlXGp57WRAyqCpVquDGjRvo3bt3vmWNGzfGkiVL8Omnn+LTTz/9V5XmfyM+Ph5Dhw7N81mnTp2wYcMGve94cHV1lf0EPXHiRLRp0wYLFy7Er7/+ivnz56NFixa65UqlErt27YKHh4fR5uJWKBRQKBQFzgPs6uqKH3/8UdYMarU6z4BYuXLlYGJigkqVKuld397ePs9UNmUlEwBYWVlh+vTp6Nu3LzZt2oQTJ04gKioKdnZ26Ny5M1q3bg03NzeDvPDz2bNn+e4Ur1evHgDoLRg7OjoWOGVLcXn48GGBjw7Xq1cPGRkZiImJ0d1d1qFDB6xZs0bWTGlpaXrboyDOzs5ITk6WMRHw1VdfYfHixVCpVGjdurXBXhBbGJVKpffvy8HBAevWrYO3tzfWrVuH6tWry9qJeVVMTAyio6N1RQMp5C4IidZOycnJ+eYjb9OmDbRard7pl5ycnJCSkiJrJj8/P6xZswYajQbDhw/Pdw2Qnp6OVatWYejQoXjjjTdkzVIQc3NzmJmZFThXsiHaScTii4mJSZ6/NUtLS5ibm+uKG/9kYWGBnJwcWTO9mm3QoEHo3r07duzYgf3792PZsmVYtWoVWrVqpTv/Ojo6wtbWVtaXtubemdijRw8AgJubGz799FNMmDABAwcOzNNeNjY26NmzJ0JDQ2XLA7x8AXhB71SrUaMGsrOzce/ePTRp0gTAy0GPU6dOyZYnMjISQ4YMKbIYBLzssA8aNAj79++XLQ8ABAUF4dNPP0VycjK6dOki+3RLUty6dQujRo3Kc81bq1YtbNy4ERMnTsQvv/wCe3t7WQfq/snW1hZr1qyBl5cXDh06hKFDhxr9OkXEmyHZ9/13ROj7ipZH1H4vwL5vUUTs+4p4MyT7vkUT8WYMnnul4bmXBSGDateuHX788Ue8+eab8PDwyFdtb9++PWbMmIEVK1Zg/PjxBjmYVKtWDbdu3crzmaOjI3x9ffXOQxgdHV3gRU5xat68OXbt2oVly5Zh0qRJGDRoECZMmGDU+efVarXu/zczM0O9evUQGxurdzvduHFD9nZq2LCh7u4WCwsLmJqaomXLljh16hQ6deqUZ12NRoPw8HDZX+wsYqZXubi44Msvv0R8fDx++OEHnDhxAnv37tXdrVWuXDlUqFABhw8fli1DlSpVcOHChTx39164cAEAcPv27XwvQ7xx44bsLwWtUKEC/vzzz3x3SQHAtWvXoFAo8vztJSUl5bs7v7g5Ozvj1KlTejPpc/z4cdnfG9K5c2dUrVoVEydORHp6OlavXi3r90lRvXp1XLx4UW+npkaNGli5ciXGjx+PBQsWGOTYDQBbt27F/Pnzcfz4cXh5eeV7B4wxiNZOTk5OiIqKynODiIODA5YtW6b3PUGXLl2SdUom4OVdgC1atMDcuXPx7bffYsaMGfDw8NAtVyqVWLVqFVq3bm3Qi+KkpCRkZ2frBlrc3d1x48YNvefeqKgoVKtWTdY8IhZf3nzzTezduxceHh6oWLEiFAoF2rZtiyNHjuDDDz/Ms65KpcL+/ftlnZtfn4oVK2LSpEkYPXo0jhw5ghMnTuCPP/7A6dOnddfDct9VmpKSku88kdth1jfIUblyZWRmZsqWJ/c7Tp48iX79+uVbdu7cOSgUijxPDMbFxaFixYqy5cnOzoatra3k9StXrowXL17IlgcA3N3dERgYiFGjRuHOnTuYN2+e0d9HpVar9b7Y28bGBmvWrIG3tzf27NkDJycnDBw40GC5LC0tsWTJEgwdOhQbN27EnDlzDPbd+oh4MyT7vtKJ1vcVLY/o/V6Afd+CiNj3FfFmSPZ9iybizRg890pX1s+9Jv/6J+m1+fj4wMXFBYsXL0aHDh1w586dfOt88skn8PX1xfPnz2U9Med67733cODAAezatUv3UlRzc3MMHjwYjRs31q2n1WoRFhaGgwcP5jtpy8XGxgZLlizB3LlzsX//fgwfPlxvmxnKkiVL0KNHD/j6+iIgIACOjo7YuXMnHj9+rFtHrVZj7969CAsLk72gl9se48ePx8WLF6HVauHr64vffvsNa9asQVxcHFQqFa5cuYJp06bh6tWrss8VKmImfRwcHDBhwgTs3bsX3333HWbOnAkPDw80aNBAbwe/OHXs2BHHjh3D0qVLERERgW3btmHFihWoXbs2du7ciUuXLunWjYiIQFhYGDp06CB7ppMnT2LdunV5Br+uXLkCf39/VKlSRXcnV1RUFL7//ntJdw//FwMGDMC5c+cwbdo0/PHHH7rj06syMjLw559/Ytq0aTh//rxB9qUmTZpg2rRpuHz5sux3RUvRuXNnHDt2DJs2bcLTp0/zLXd3d8fixYuhVqsxdepUHDt2TPZMZmZmWLx4Md566y2EhoZCo9HA0dGxyP+Tk2jt1L17d/z8889YsWIF7t27B+Blu3Xq1CnP0zepqanYtGkTjh49ig8++EDWTMDLgYPNmzfD09MTS5YswezZs/H8+XPZv7cwa9euRceOHdG/f3/Mnj0b5ubmCA0Nxc2bN3XrPH36FGvXrsXx48fx/vvvy5ont/iS2y6vFl/+yVDFlzFjxiAhIQEjR47ETz/9BKVSCV9fX0RHR2P27Nk4f/487t69i59//hne3t64f/8+hg8fLmumglhaWqJPnz5Yu3Ytjh49Cn9/f4wZMwYffvihrFOzAS8HEX777bc8n+X+919//ZVv/aioqAKfRisuXbp0wZ9//okvvvhC924jjUaDY8eOISAgAM7OznB1dYVKpUJYWBi+//57tG7dWrY8rq6uCA8PR3Z2dpHrZmdn4+DBgwYZ4HR2dsbnn3+OmJgY2Z/akqJWrVo4ffq03mV2dnb4+uuvdYNEP//8s0Gzubq6YuzYsUhJSckzqGAM7dq1w6FDhxAWFqb3ieHcmyFfvHiB8ePH/+v3Rb0O9n2lE63vK1qektLvBdj31ZdJtL5v7s2QUhniZkiAfV8pcm/GSE1NNViBpTA8976esnzuVSiVyteflJn+taysLOzatQt//PEHvvzyS73VUODllA0rV65EXFycrHNgp6WlwdfXF1euXEG9evWwc+dOvev17dsXcXFxcHBwwNatWw12p3muuLg4zJ8/H7du3cKgQYOwfft2rF271mB3KR8+fBjR0dGIjo7GnTt3oFQqdctGjRqFsWPHAnhZ0Hv06BGqVq2Kbdu2yX53wIEDB/D1118jMzMT1tbWcHBwQEpKim4e01xarRZDhgwxyAv2RMr0zjvvSJqH15DS09MxceJEXL9+XTelVqdOneDt7Y1Ro0ZBrVbD2dkZOTk5ePToERwcHLBt2za900gVlxcvXmD06NGIjY2FlZUVatasibS0NPz9998wMTHBypUr8e677+LHH3/EsmXLUKVKFWzcuFH2i9CtW7ciODhYN6BhZWWluztLpVLpphMwNTWFl5cXRo8eLWueVw0fPhzPnj3D/v37Df7i6FepVCrMmjVLdyf59u3bUb9+/XzrHT9+HAsWLEBWVhYUCoVBXob45MkT9OvXDx06dMCXX34p+/cVRrR2ys7Oxrx583DixAk0aNAA27dv17tet27doFQqUb9+fWzatCnflGRyunDhAhYsWICcnBx88cUXaNSoEbp27Yp169YZ7Nx74cKFPOfemJgYZGVlAQBGjx6tm4++V69eePLkCerWrYugoCBZ7+K8fv06fHx8ULVqVYwZMwbvvvsuMjIy4OPjAzc3N/Tt2xeVK1fGnTt3sG3bNsTExODrr7/O946Y4hYZGYnFixcjKSkJCoUClpaWUCgU+aanMTMzw5QpU2QflBLx/BscHIygoCC0bt0a7777Lu7evYuwsDC4u7vj2rVrmDt3Lrp27YqcnBz88MMP8Pf3x4gRIzBu3DjZMmVmZmLy5Mm4dOmS7mmgzMxM3VRE69atQ+PGjbFv3z7873//Q506dbBu3boC+w//VUREBGbNmoV69eqhb9++cHNzg4ODQ55zb3x8PK5fv449e/YgOjoaS5cuzXc3vFymTZuGBw8eYPfu3Ua9e3PXrl0ICAiAh4cHevfujUaNGuWb7vDy5cuYPHkysrKy0LhxY1y7ds3gLyI2tufPn2PcuHG4e/cuzM3NsWXLlnzTpQJAaGgoAgICdP/Nvi/7vqLnySVSvxcQ89zLvq80YWFhWLx4Md59910MHDgQbm5uet9pcu3aNezatQuRkZHw8/OT7Z2C/8S+b9G2bt2K27dvY9GiRUa9RuG5998ra+deFoQEptVqERsbi9q1a8v6PWq1GmFhYUhLSyvw5WtTpkyBo6MjfHx8ZOuEFkWj0WDz5s3YvHkzNBqNQf8w/ykxMVH3h+ru7o7mzZsDAKZPn44qVarAx8dH9kedcz19+hRhYWG4cOEC7t27h5SUFGRlZcHKygrVq1eHm5sbPv74Y93882UpU69evTBjxgzZ7zJ6XTk5OTh16hQePnyI2rVro0OHDlAoFIiKisKGDRtw584dmJubo23btpg4caJB9qXU1FSEhITg1KlTiI+Ph5WVFZo2bYpRo0bp7tr466+/8Oeff6J3794G27/j4+Nx9OhRXLt2DQkJCUhNTYVWq4W1tTWcnJzg7u6ODz74QPa7uP8pKysLWVlZ+S7UjSU8PBx//PEHpk6dWuB0Qnfu3IG/vz+ioqIMNij1008/ITo6GhMnTjT6FD+AeO107tw5JCcnF9hxX7JkCWrVqoUBAwYYtBiUKzU1FUuXLsXx48fRtWtXHD161KjnXo1GgwcPHiA6OhouLi66DuDSpUtRvXp1DBo0yCDtJFrxJZdKpcLJkycRFRWF+/fvIyUlBdnZ2bC0tNSde7t16/ZaU5L8W+PHj4eXlxdatWol+3dJpVar8dlnn+W5A3fgwIHo378/RowYgdTUVFhaWkKr1SIzM9NghVi1Wo19+/bpzr/W1tZ46623MHjwYN3Tk7dv30Z0dDQ6d+4se57w8HD4+/tDqVQW+DJprVYLW1tbTJ06VfdOprIkJycHS5cuxaFDh6BQKLBz5069gy2XLl3CrFmz8Pz5c4MNSIlGtJshAfZ9/w2R+r6i5RGl3wuw7/s6ROz7inwzJPu+JQvPvf9eWTr3siBkJGq1GrGxsXj8+DEyMjKgUChga2sLBwcHo72suaS4du0azpw5Aw8PD4MMahARlSYqlcooxYWShu30fw4fPoxVq1YhPT3dqBfFIhGp+EKv58aNG7pBqdyi4t27d7Fly5Y8g1LDhg2TfSodUalUKkREROS7GaN8+fJwcnKCm5sb2rZtW+aPkZcvX8bZs2cxZMiQPO96elViYiICAwPx+++/Izw83CC5Smo/01A3Q5Y07PsSlR2i3gxZkrFPVziee/UrC+deFoQMTKlUIigoCOHh4boK/z/Z2NjAw8MDXl5esj4q+08idh6YiZlKax5mIjKOpKQkXL9+HY8fP4ZKpcqzj7u7u6NChQplOk9B/v77b0RFRaFNmzZGuWOrpLSTsYnYTiJmEhHbif4r9jOZqSxkEi0PMzETESDmvsRMzFQYFoQMKCEhAaNHj0Z8fDyaNGkCNzc3VKtWTTc9hUqlQkJCAq5du4YrV66gZs2aCAwMRNWqVWXNJWLngZmYqbTmYSYqS0Qa4IyNjcXq1atx9uxZaLXafC/ZVCgUUCgUaN++PSZNmgRnZ+cyledV3G7SsJ1KXqZcBW273Ke7yvq2o5KH/UxmKu2ZRMvDTMxEBIi5LzETM0nBgpABzZ8/H7/99hv8/f3RtGnTQte9ePEiZsyYgffeew/z5s2TLZOInQdmYqbSmoeZSjYfH5/X/hmFQoGNGzfKkEZsog1w3rt3D97e3sjOzkanTp3y7OMAdPv4lStXcOrUKVhbW2PTpk1wcXEpE3lycbtJw3YqmZkAbruSqEePHgW+y6ggCoUCBw8elCmRmNjPZKbSnEm0PMzETGUB+75FE3FfYiZmksr4b3guQyIjIzFkyJAiL9IBoFmzZhg0aBD2798va6b169cjJSUFGzdulNx52LBhg6ydB2ZiptKah5mkE/ECtHz58jhz5gwUCkW+QcTCMslJxHZ6dYDzww8/LHKA89KlS7IPcK5fvx5WVlbYtm0batWqVeB6AwYMwIMHDzBu3Dhs2LABy5YtKxN5AG43qdhOJTcTt13J1LFjR+zduxcKhQJVqlSBqampsSMJif1MZirNmUTLw0zMVBaw71s0EfclZmImqVgQMqDs7GzY2tpKXr9y5cp48eKFjInE7DwwEzOV1jzMJJ2IF6D+/v4ICAjArl274OPjA29vb1m/TwoR20nEAc6LFy9i5MiRhebJ5ezsjIEDByI0NLTM5AG43aRiO5XcTNx2RRPxaZxZs2bBxcUFq1atQvv27eHn5yfbd0klYjuxn8lMpTmTaHmYiZmKm2iFDoB9XylE3JeYiZmkYkHIgFxdXREeHg5PT0+UK1eu0HWzs7Nx8OBBuLq6yppJxM4DM0nDTCUvD8BMUol4AQoAU6ZMQVxcHEJCQtC+fXvUr1/fqHlEbCfRBjiBlx0BExMTyetbWFggIyOjzOQBuN2kYjtJI2Imbruiifo0Tv/+/XH//n3s27cPH374IZo3b27UPCK2E/uZ0jCTNKJlEi0PwExSMZM0ohU6crHvWzgR9yVmkoaZAOk9EPrPRowYgRs3bmDUqFHYv38/oqOj8eLFC6jVaqjVaqSmpiImJgaHDh3CqFGjcPPmTYwYMULWTLmdh+zs7CLXNVTngZmYqbTmYabXM2XKFLz33nsICQnB7du3Zf8+qT777DNYWlpi7dq1xo4CQLx2Em2AEwAaNGiAAwcOIDU1tch1U1JSsHfvXjRq1KjM5AG43aRiO5XcTNx2RZs1axZmzJgBrVaL9u3b48CBA5L+zxCmTJkCe3t7Ic69IrYT+5nMVJoziZaHmZipuPn7+2PIkCHQarXw8fHBH3/8UeT/nT17VtZMudj3LZiI+xIzMZNUCqVSKa38TMUiPDwc/v7+UCqVBVb0tVotbG1tMXXqVPTo0UPWPBEREZg1axbq1auHvn37ws3NDQ4ODrC2tgbwcj71+Ph4XL9+HXv27EF0dDSWLl2KTp06MRMzCZ9JtDzM9PqeP3+OPn36wM3NTZiLUAA4d+4c7t27h759+8LMzPgP24rUThMnTsTTp0+xefNm2NjYFLpuSkoKRo0ahcqVKyMwMFC2TJcvX8aECRNQsWJFeHh4wN3dHQ4ODrCysgLwf+8OuX79Og4ePIhnz55h7dq1st2FLloegNtNKrZTyc3EbSfd8uXLsW/fPnzzzTdGfxrnVXfu3EFcXBzatm0rxLlXtHZiP5OZSmsm0fIwEzPJxc/PDxEREdi6davRn8Z5Ffu++om4LzETM0nFgpARqFQqRERE4Nq1a0hISEBqaiq0Wi3Kly8PJycnuLm5oW3btrqX3MpNtM4DMzFTac7DTK9PtAtQUYnSTqIOcEZFRWH58uW4f/9+ofu4i4sLZs6ciVatWpWpPNxu0rCdSm4mbjvpVCoVPD094eDggC1btsj+fSWViO3EfiYzldZMouVhJmaSgyiFjpJAlL6viPsSMzGTFCwIEQDxOg/MxEylOQ8zUWkn4gBnruvXr+PKlSu6fRwArK2tdft448aNDZZFtDzcbtKwnUpuJm476UR7GkdUbKeiiXh9yUwlM5NoeZiJmeQgSqGDpBNxX2ImZioKC0ICUSqVGDlyJBYtWoQmTZoYOw4REb0GHsPzE22Ak6ThdpOG7VRycduVHklJSfDw8MDatWvx9ttvGzuOsHiNQkRExYnnFaKSTfqbVUl2OTk5+Pvvv5GZmWnsKDpKpRK9e/fG5cuXjR1Fh5mkYaaiiZYHYCapRMzEY3h+jRs3xoABAzB58mTMmTMHc+bMga+vL/r16yfUgGtSUhJat26N8+fPGzsKAOPn4XaThu307xk7E7dd6aLV8v7GovAaRRpmkka0TKLlAZhJKmYquXheKZpoeQBmkqosZGJBiAol4kGemaRhpqKJlgdgJqlEzCQiEdtJ1AFO0QYURcvD7SYN20k60TJx2xVN1DYSDdtJGhGvUZhJGtEyiZYHYCapmEkaEQenRSTathMtD8BMUpWFTCwIERERkUGJNMBJ0nG7ScN2Krm47YrGNpKG7URERMVFxMFpIirZWBAiIiIiIiIiIiIiIiIq5cyMHYD+j42NDebOnYs6deoYOwoREb0mHsOJiIgMq2LFitiwYQPq169v7ChC4zUKEREVJ55XiEo2FoSMLC0tDRkZGTAxMYGtrS169Ohh7Eh5iHiQZyZpmKloouUBmEkqUTLxGF46iDagKFoeUbGdpBGxnUTMJCK2U9HMzMzQvHlzY8cQnoWFRb5rFI1GAxMT400YIuI1CjNJI1om0fIAzCQVM5VcPK8UTbQ8ADNJVRYyKZRKJSc4NrDjx48jLCwMV69eRUpKSp5ldnZ2aNKkCXr06IEOHToYJd8/BzjLlStnlBzMxExlIQ8zlbxMPIb/N2q1GpcvX0b9+vVhY2Nj7DgkEbebNGynkovbrmhsI2mM1U4xMTEICAjAxYsXYWpqihYtWmDMmDFo0KBBvnXDw8OxYMECnD171mD5pDD2YKI+zCSNaJlEywMwk1TMlF9mZiaOHTuGNm3aoHLlygb7Xp5X/rtnz57B3Nwc5cuXN1qGf2ImaUp7JhaEDCgzMxN+fn44e/YszMzMUKdOHVSrVg2WlpbQarVQqVRISEjA3bt3kZOTg/bt2+PLL7+Eubm57NlEHOBkJmYqrXmYqWRm4jGciIiIRHT//n14eXkhMzMTderUwbNnz5CYmAgzMzPMmDEDnp6eedY31MCdiIOJzFQyM4mWh5mYydjkLnTwvCLd2bNncevWLTg6OuL999+HmZkZIiIisGLFCiQkJEChUKBly5aYPXs2atSoIWsWZmImqThlnAFt3rwZZ8+ehY+PDwYPHgxLS0u962VkZCA0NBRBQUHYtm0bxowZI1smfQOcb731Vr4BztOnT+O3334zyAAnMzFTac3DTCU7E4/hREREhrVx48bX/hmFQgEfHx8Z0ogrt522bNmiGxQ7fPgwVq5cieXLl0OtVqN///4GzXT//n2MHj06z2BiREQEIiMj9Q4mMhMzlZQ8zMRMchCt0MHzStGys7Mxa9YsnD17FlqtFgqFAt999x38/PwwZ84cmJubo127dkhLS8Off/4JHx8fbNu2DVWqVGEmZjJ6JhaEDCg8PBy9evXCqFGjCl3PysoK3t7eiI+PR3h4uKyDiSIOcDITM5XWPMxUsjPxGF5yiTagKFoeUbGdpBGxnUTMJCK2U9EOHTqExMREAIBWK21ii7LWRgBw4cIF9OvXL8/AoYeHB+rVq4dJkybB398fdnZ26NKli8EyiTiYyEwlM5NoeZiJmYqbaIUOgOcVKbZv347IyEj0798f77zzDm7evIktW7bA19cX9vb2CAoKgoODAwDg4sWLmDJlCkJCQuDn58dMzGT0TCwIGVBycjIaNmwoeX13d3ccOXJExkRiDnAyEzOV1jzMVLIz8RgujYgDnKINKIqWB+B2k4rtVHIzcdsVTcQ2+vbbbzFz5kxcunQJQ4YMQbt27WT7LqlEbKfU1FQ4OTnl+7x+/fpYvXo1xo8fj8WLF6Nq1apo1qyZbDleJeJgIjOVzEyi5WEmZipuohU6AJ5XpDhy5Ai6d++OGTNmAADatWsHMzMzBAYGYvr06brBewBo1qwZevfujZMnT8paVGAmZpKKBSEDcnJywvnz59GnTx9JpCwx2AAAG2tJREFU6589exbVqlWTNZOIA5zMJA0zlbw8ADNJJWImHsOlEW2AExBvQFG0PAC3m1Rsp5KbiduuaCK2ka2tLdasWQMvLy8cOnQIQ4cOhb29vWzfJ4WI7VSlShXcuHEDvXv3zrescePGWLJkCT799FN8+umn/6qg9W+IOJjITCUzk2h5mImZiptohQ6A5xUp4uPjMXTo0DyfderUCRs2bICjo2O+9V1dXbFv3z5mYiYhMrEgZEC9evXCmjVr/l979x5bdX3/cfx1jrVApVgu0pWL7SggEKg6YdkSYJgREAuMDLUIxE0EpCDWMHQ4QBmyCcPBgIzrzBTFyiWpjpIxw3WM+wCFAoLcOtdyL6WU0fV2fn+Q9gdr4XyPnHN4f4/PR7JklC/lyfvzzfdz7KcXTZ8+Xc8++6wSExNrvS4vL08ffPCBNmzYoFGjRoW0yeIHOGmiKVJ7aHJ3E89wZ6x9gFOy9wFFaz0S6+YUc3JvE2vnn8UZSVLdunU1bdo0DR06VIsWLdLrr79+V3sszqlr167KyspSp06dlJqaKo/Hc9Pvd+vWTb/4xS80c+ZMpaenh6XZ4gcTaXJnk7UemmgKNmsHHRL7ihNNmzbVkSNHbnpbQkKCMjIy1Lhx4xrXf/XVV2rYsCFNNJlo8n7jP4mADRo0SAMGDFBWVpbS0tLUs2dPDR48WMOHD9fw4cM1dOhQ9erVSwMHDlRWVpZSU1P13HPPhbTpJz/5idavX6/p06crNzf3ltfl5eVp+vTp2rBhg/r160cTTa5ostZDk7ubeIY7U/UBzu9+97tavXq1kpKS9L3vfc/v/0Kt6gOKxcXFYfuPOzf1sG7OMCfnrDWxdv5ZnZF0/bMgX3zxRV25ckXl5eVh+TtvxeKcRo4cqcTERL311lvq3r27jh07VuOap556ShkZGbp8+bLWrFkT0h7p+gcTV69erezs7Fq/kqrqg4lFRUVKT0/X7t27aaLJFT000RRsVQcdtak66CgvL9drr72mEydOhLxHYl9xokePHvr000+1bNkyFRcXS5Kio6M1ePBgdejQofo6n8+n7Oxs/eUvf1G3bt1ooslEk6ewsNDZ17kjaHJycrRmzRodPHhQ586dU3FxsXw+n2JiYtSsWTN17NhRvXv3VkpKSshbKisrNWPGDH3yySfyeDyqX7++mjZtqpiYGElSSUmJzp07p6KiIvl8PvXt21cTJ06U1xu6s0SaaIrUHprc3VSFZ7gzx48f19ChQ9W/f/+7/tncN3rvvfd09OhRTZ06VVFRd/8Lpa31sG7OMCfnrDWxdv5ZnZE11uZUWlqqZcuWaefOnfrNb35T62eTStL27dv1zjvvKC8vTzt27AhZz+XLlzVq1CidOHFC0dHR+vOf/6zWrVvXuO6jjz7S3Llzq39NE03We2iiKdhmzpyprKws/epXv6r1q3EkadWqVZo5c6bi4uLUtWtXrVmzJqRNEvuKP1evXlVGRoYOHDigNm3a6MMPP6z1uoEDByovL0/x8fF67733QvqVJjTR5BQHQpBk6wOcNNEU6T00ubvJIqtzsvQBTjjHujnDnNyLtfOPGTnj1jn5fD7l5uYqKSkppH+PtQ8m0uTeJms9NNEUTNYOOr6Jb+u+Ul5eruzsbF29elVDhgyp9ZqXX35ZCQkJGjly5C17aaIp3E0cCN0FZWVlOnr0qLxer9q0aXPL/3i4ePGiTpw4oS5duoS5EABwKzzDAQAIL6d7b0FBgY4fP/6t3XvdPKdwfTAxEDQ5Y63JWo9Ek1Pf5iZrBx1V2FeAyMTPEAqz7Oxs9enTRy+88IKef/559enTR8uXL6/12t27d2vs2LFh6SorK9PBgwd1+PDh235f7osXL4ble6jSRFMk99Dk3iae4e7mdE4FBQWmnk3h6rGKOTljcU4WmyxiTrcXyN67a9eusO291lidk9P7+9KlSzp//jxNNLmmhyaagik6OlrPP/+8Fi5ceNvP+v/hD3+oVatW6eOPPw55E/tKcHu+7a/BabLV5J6va48A27Zt01tvvaXvfOc7evLJJ1VQUKBNmzZp9uzZOnDggH7961/rnnvuCXtXdna2/vCHP1T/0KrY2FgNHz5caWlpNa7dvXu3pkyZEvLPRKCJpkjtocm9TTzDA2Pts8kCmdOuXbtMPZvC0VOFdXOGObmzSWLtnLA0I6t7r8ScnLB4f9PkziZrPTTRFApO95Wqg45QfuUL+4o7e2iiySm+QiiMli5dqhYtWigzM1Pjxo3TtGnTlJmZqeTkZK1bt05vvvlm2JuqHvL33XefnnnmGfXs2VPXrl3T7NmzNWnSJFVUVNBEk2ubrPXQ5O4mnuHOWftsMmtzstZThXVzhjm5s0li7ZywNiOLe6/EnJyweH/T5M4maz000RQK7Cv+WVs7az000RQIvkIojI4cOaJhw4YpJiam+m0tW7bUokWLNGbMGK1bt06NGjXSuHHjwtZU9ZD/4IMPqru+/vprTZgwQevWrZMkTZs2LWw9NNEUyT00ubuJZ7gzFj+bzNqcrPVIrJtTzMm9TaydfxZnZHHvZU7OWLu/aXJvk7UemmgKNvYVZ6ytnbUemmgKBF8hFEbl5eWqV69ejbfXr19fc+bMUfPmzbVixYqwfC/QKkeOHNGAAQNqfcg/9NBDWrdunWbNmhW2HppoiuQemtzdxDPcGYufTWZtTtZ6JNbNKebk3ibWzj+LM7K49zInZ6zd3zS5t8laD000BRv7ijPW1s5aD000BYIDoTBq2bKltm7dWuvvxcXFadasWYqNjdWcOXP02WefhaXJ4kOeJpoitYcmdzfxDHfG4osra3Oy1iOxbk4xJ/c2sXb+WZyRxb2XOTlj7f6myb1N1npooinY2FecsbZ21npooikQHAiFUWpqqrZt26apU6dq//79Kisru+n3ExMT9fvf/17R0dF68803tXLlypA3WXzI00RTpPbQ5O4mnuHOWHxxZW1O1nok1s0p5uTeJtbOP4szsrj3MidnrN3fNLm3yVoPTTQFG/uKM9bWzloPTTQFggOhMBo0aJD69eunNWvWaOTIkcrNza1xTUpKiubOnavY2Fjl5OSEvMniQ54mmiK1hyZ3N/EMd8biiytrc7LWI7FuTjEn9zaxdv5ZnJHFvZc5OWPt/qbJvU3WemiiKdjYV5yxtnbWemiiKRCewsJC3x29BwRs//792rFjh4YMGaL77ruv1msuXLighQsX6h//+IfWrl0bspaKigq9/fbbWr16tTwejz788EO1bt26xnVffPGFXn31VV2+fFkej0c7duygiSbzTdZ6aHJ3UxWe4be3bNkyzZ07V6mpqRowYIDat2+ve++996Zr9u/fr7Fjx6q0tFQdOnTQwYMHv1X3k7UeiXVzijm5t4m188/ijG78e63svczJGWv3N03ubbLWQxNNwca+4oy1tbPWQxNNgeBACJJsPeRpoinSe2hyd5NFluZk8cVVFUtzstbDujnDnNzbxNr5Z3lGljCnwFi5v2lyf5O1HppoChb2lcBYWjuLPTTR5AQHQnfJoUOHlJOTo/z8fF27dk1er1exsbFq2rSpUlJS1LZt27udCAC4BZ7h/ll8cQX/WDdnmJN7sXb+WZ2Rtb2XOQEAgol9BUC4cCAUZvv27dPvfvc7nTx5Uj5f7aP3eDxq27atxo8fr5SUlLC1WXzI00RTpPbQ5M4mnuHuZ21O1nqsYk7OWJyTxSaLmNOtWd57LbE8J4v3N03ubLLWQxNNkYx9xb09NNHkDwdCYbR//36lp6erQYMG6t+/vzp27KimTZuqbt268vl8Kikp0blz55STk6PVq1eruLhYixYtUocOHULaZfEhTxNNkdpDk3ubeIYHztKLK2tzstZzI9bNGebkvqYqrJ1/VmZkde+twpxuz+L9TZM7m6z10ERTqLCv3J61tbPWQxNNTnEgFEZjxozR2bNn9ac//UlxcXG3vbawsFDDhw9XQkKC5s2bF7Imiw95mmiK1B6a3N3EM9w5ay+urM3JWk8V1s0Z5uTOJom1c8LajCzuvRJzcsLi/U2TO5us9dBEUyiwr/hnbe2s9dBEUyA4EAqjxx9/XKNGjVJaWpqj65cvX64lS5Zo3bp1IWuy+JCniaZI7aHJ3U08w52x+OLK2pys9Uism1PMyb1NrJ1/Fmdkce9lTs5Yu79pcm+TtR6aaAo29hVnrK2dtR6aaAqE9xv9KXwjderU0bVr1xxfX1ZWpsrKyhAWXf9y1KefftrvzSZJcXFxevrpp3X48GGaaHJFk7UemtzdxDPcmUWLFikhIUGZmZlKT09Xt27d9NBDDykxMVFJSUlq166dunfvrtGjRyszM1Px8fFasGBBSJuszclaj8S6OcWc3NvE2vlncUYW917m5Iy1+5sm9zZZ66GJpmBjX3HG2tpZ66GJpkBwIBRGHTt21KpVq3T69Gm/1+bn5yszM1MPP/xwSJssPuRpcoYm9/VINDllsYlnuDMWX1xZm5O1Hol1c4o5OWOxibXzz+KMLO69zMkZa/e3RJNT1pqs9Ug0OUWTM+wrzlhbO2s9Ek1O0cSBUFiNHj1a165dU1pamiZPnqzly5dr48aN2rlzp3bu3KnNmzdr5cqVmjJlip599ln95z//0ejRo0PaZPEhTxNNkdpDk7ubeIY7Y/HFlbU5WeuRWDenmJN7m1g7/yzOyOLey5ycsXZ/0+TeJms9NNEUbOwrzlhbO2s9NNEUCH6GUJidOnVKs2fP1o4dOyRd/6FwN/L5fPJ6verSpYsyMjKUnJwc0p4TJ05oxIgRKisr049+9KPq71UaExMjSdXfq/TgwYPauHGjvF6vFi9erDZt2tBEk/kmaz00ubtJ4hnuxPjx4/Xll19qyZIlSkhIuO21+fn5GjFihNq2bavZs2eHrMnanKz1SKybU8zJvU2snX8WZyTZ23uZkzPW7m+a3NtkrYcmmoKNfcUZa2tnrYcmmgLBgdBdUlBQoIMHD+rs2bO6evWqfD6fYmJi1KxZM3Xo0EGNGjUKW4u1hzxNNEVyD03ubqrCM/zWLL64kuzNyVoP6+YMc3JvE2vnn9UZVbGy9zIn5yzd3zS5u8laD000BRP7inPW1s5aD000OcWBUJiVlJRo+fLl2rdvn7xerx577DH99Kc/Vb169Wpcu3PnTr377rtavHhxWNosPeRpoinSe2hyZxPPcGcsvriqYmlO1npYN2eYk3ubWDv/LM7I4t7LnAJj5f6myf1N1npooilY2FcCY2ntLPbQRJM/HAiFUXFxsUaOHKnjx49Xv83j8Sg+Pl4zZsxQu3btbrp+7dq1mjJlSvWGECoWH/I00RSpPTS5t4lneOAsvbiyNidrPTdi3ZxhTu5rqsLa+WdlRlb33irM6fYs3t80ubPJWg9NNIUK+8rtWVs7az000eRU1J3GwrnFixfr5MmTGjdunFJTU3Xx4kUtXbpU2dnZSk9P15w5c5SSkhLWptoe8tu2bdOKFStqfchfunRJ+/fvp4kmVzRZ66HJ3U08w52r7YXMM888Y+owj2dTTaybM8zJnU0Sa+eEtRlZ3Hsl5uSExfubJnc2WeuhiaZQYF/xz9raWeuhiaZAeL/xn0TANm/erCeffFJpaWmqX7++EhMTNXnyZE2ePFklJSUaN27cTQsfDjc+5NevX68VK1YoNTVVZ86cUXp6elg2Pppo+rb00OTuJp7hzhQXF2vYsGGaP3++tm/frq1bt2revHkaNGiQvvzyyxrXh/swz8KcrPVIrJtTzMm9TaydfxZnZHHvZU7OWLu/aXJvk7UemmgKNvYVZ6ytnbUemmgKBAdCYXThwgV16tSpxtv79u2r119/XVeuXNErr7yi8+fPh63J4kOeJpoitYcmdzfxDHfG4osra3Oy1iOxbk4xJ/c2sXb+WZyRxb2XOTlj7f6myb1N1npooinY2FecsbZ21npooikQHAiFUf369XX27Nlaf69///564YUXdO7cOb3yyisqLi4OS5PFhzxNNEVqD03ubuIZ7ozFF1fW5mStR2LdnGJO7m1i7fyzOCOLey9zcsba/U2Te5us9dBEU7Cxrzhjbe2s9dBEUyA4EAqjRx99VCtXrlRubm6tvz9y5Ej16dNHx44dU0ZGRlhuPIsPeZpoitQemtzdxDPcGYsvrqzNyVqPxLo5xZzc28Ta+WdxRhb3XubkjLX7myb3NlnroYmmYGNfccba2lnroYmmQHAgFEYjRoxQWVmZhg4dqrFjxyovL6/GNZMmTVKPHj2Uk5Oj+fPnh7zJ4kOeJpoitYcmdzfxDHfG4osra3Oy1iOxbk4xJ/c2sXb+WZyRxb2XOTlj7f6myb1N1npooinY2FecsbZ21npooikQnsLCQt8dvQcEJDc3V++8844+//xzLV++XM2aNatxTWVlpRYsWKBly5apsrJSO3bsCFnP8ePHNWzYMFVWVuqRRx7RhAkT1Lx585uuKS8v18SJE7Vp0yZ5vV75fD6aaHJFk7UemtzdJPEMd2LChAn65z//qXfffVeJiYm1XjNlyhT99a9/VceOHdWjRw/98Y9//FbNyVqPxLo5xZzc28Ta+WdxRpK9vZc5OWPt/qbJvU3WemiiKdjYV5yxtnbWemiiKRB8hVCYJSYmat68eVq/fr0SEhJqvcbr9WrMmDFatWqVXn311ZD2JCcna+nSpXrkkUf0+eefy+Px1LgmKipKb7/9tp577rlaf58mmqw2Weuhyd1NEs9wJyx+Npm1OVnrkVg3p5iTe5tYO/8szkiyt/cyJ2es3d80ubfJWg9NNAUb+4oz1tbOWg9NNAWCrxBCtdLSUt177723vany8/O1fft2DRw4kCaaXNVkrYcmdzdZZGlO1j6b7EaW5mSth3Vzhjm5t4m188/yjCxhToGxcn/T5P4maz000RQs7CuBsbR2FntooskfDoQAAEBIWHxxBf9YN2eYk3uxdv4xI2eYEwAgmNhXAIQDB0IAAAAAAAAAAAARjp8hBAAAAAAAAAAAEOE4EAIAAAAAAAAAAIhwHAgBAAAAgEGVlZV3OwEAAABABIm62wEAAAAAYNWePXuUnp5e4+0ej0fR0dGqX7++kpKS1L17dw0YMED16tULyt+7ceNGZWVlae7cuUF5fwAAAADAgRAAAAAAOPDEE0/c9OvS0lKdP39eBw4c0J49e5SZmanZs2crOTn5jv6effv26Ze//KVatGhxR+8HAAAAAG7EgRAAAAAAODB16tRa337hwgW9/fbb2rJli8aMGaP3339f8fHx3/jv4VvFAQAAAAgFfoYQAAAAANyBJk2aaPr06UpJSVFBQYHmz59/t5MAAAAAoAZPYWGh725HAAAAAIBFN/4MoV27dt322sOHD+tnP/uZvF6v1q5dq7i4OElSSUmJPvnkE23atEnHjx9XcXGx6tWrp6SkJPXq1UtPPfWUoqKuf/OGUaNGae/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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Convert the \"Date\" column to datetime format\n", + "dfDeathCase_transposed['Date'] = pd.to_datetime(dfDeathCase_transposed['Date'])\n", + "\n", + "# Set the size of the plot\n", + "plt.figure(figsize=(18, 6))\n", + "\n", + "# Create the line plot\n", + "sns.lineplot(x=\"Date\", y=\"Cases\", data=dfDeathCase_transposed)\n", + "\n", + "# Set labels and title\n", + "plt.xlabel(\"Date\")\n", + "plt.ylabel(\"Cases\")\n", + "plt.title(\"Covid19 Death cases\")\n", + "\n", + "# Rotate the x-axis labels by 90 degrees for better visibility\n", + "plt.xticks(rotation=90)\n", + "\n", + "# Set the desired starting point for the date locator (e.g., '2023-03-01')\n", + "start_date = '2023-03-01'\n", + "\n", + "# Convert the start_date to a matplotlib date format\n", + "start_date = mdates.datestr2num(start_date)\n", + "\n", + "# Calculate the number of days since the start_date for all data points\n", + "days_since_start = dfRecoveredCase_transposed['Date'].apply(lambda date: mdates.date2num(date) - start_date)\n", + "\n", + "# Create the major tick positions based on the number of days\n", + "major_tick_positions = days_since_start.tolist()\n", + "\n", + "# Set the major tick positions and format the major ticks with the desired date format\n", + "date_formatter = mdates.DateFormatter('%Y-%m-%d') # Format as desired, e.g., '%Y-%m-%d'\n", + "plt.gca().xaxis.set_major_locator(mdates.DayLocator(interval=28)) # Display major ticks every 7 days\n", + "plt.gca().xaxis.set_major_formatter(date_formatter)" + ] + }, { "cell_type": "markdown", "id": "d52ee28d", @@ -12690,22 +12775,19 @@ }, { "cell_type": "code", - "execution_count": 293, - "id": "86afe7b1", + "execution_count": 144, + "id": "0f47d8ae", "metadata": {}, "outputs": [], "source": [ - "# combine the DataFrames vertically\n", - "dfcombined_Cases = pd.concat([NGConfirmdCase_transposed, dfRecoveredCase_transposed, dfDeathCase_transposed], axis=1)" + "merged_Cases = pd.merge(NGConfirmdCase_transposed, dfRecoveredCase_transposed, on='Date').merge(dfDeathCase_transposed, on='Date')" ] }, { "cell_type": "code", - "execution_count": 294, - "id": "ec2a0940", - "metadata": { - "collapsed": true - }, + "execution_count": 145, + "id": "6b5bb514", + "metadata": {}, "outputs": [ { "data": { @@ -12729,57 +12811,45 @@ " \n", " \n", " Date\n", - " Cases\n", - " Date\n", - " Cases\n", - " Date\n", + " Cases_x\n", + " Cases_y\n", " Cases\n", " \n", " \n", " \n", " \n", " 0\n", - " 2020-02-28\n", - " 1\n", - " 2020-03-18\n", - " 1\n", " 2020-03-23\n", + " 40\n", + " 2\n", " 1\n", " \n", " \n", " 1\n", - " 2020-02-29\n", - " 1\n", - " 2020-03-19\n", - " 1\n", " 2020-03-24\n", + " 44\n", + " 2\n", " 1\n", " \n", " \n", " 2\n", - " 2020-03-01\n", - " 1\n", - " 2020-03-20\n", - " 1\n", " 2020-03-25\n", + " 51\n", + " 2\n", " 1\n", " \n", " \n", " 3\n", - " 2020-03-02\n", - " 1\n", - " 2020-03-21\n", - " 1\n", " 2020-03-26\n", + " 65\n", + " 2\n", " 1\n", " \n", " \n", " 4\n", - " 2020-03-03\n", - " 1\n", - " 2020-03-22\n", - " 2\n", " 2020-03-27\n", + " 70\n", + " 3\n", " 1\n", " \n", " \n", @@ -12788,98 +12858,86 @@ " ...\n", " ...\n", " ...\n", - " ...\n", - " ...\n", " \n", " \n", - " 1101\n", - " 2023-03-05\n", - " 266598\n", - " NaT\n", - " NaN\n", - " NaT\n", - " NaN\n", + " 495\n", + " 2021-07-31\n", + " 173908\n", + " 164994\n", + " 2149\n", " \n", " \n", - " 1102\n", - " 2023-03-06\n", - " 266598\n", - " NaT\n", - " NaN\n", - " NaT\n", - " NaN\n", + " 496\n", + " 2021-08-01\n", + " 174315\n", + " 165005\n", + " 2149\n", " \n", " \n", - " 1103\n", - " 2023-03-07\n", - " 266598\n", - " NaT\n", - " NaN\n", - " NaT\n", - " NaN\n", + " 497\n", + " 2021-08-02\n", + " 174759\n", + " 165037\n", + " 2160\n", " \n", " \n", - " 1104\n", - " 2023-03-08\n", - " 266598\n", - " NaT\n", - " NaN\n", - " NaT\n", - " NaN\n", + " 498\n", + " 2021-08-03\n", + " 175264\n", + " 165122\n", + " 2163\n", " \n", " \n", - " 1105\n", - " 2023-03-09\n", - " 266598\n", - " NaT\n", - " NaN\n", - " NaT\n", - " NaN\n", + " 499\n", + " 2021-08-04\n", + " 176011\n", + " 165208\n", + " 2167\n", " \n", " \n", "\n", - "

1106 rows × 6 columns

\n", + "

500 rows × 4 columns

\n", "" ], "text/plain": [ - " Date Cases Date Cases Date Cases\n", - "0 2020-02-28 1 2020-03-18 1 2020-03-23 1\n", - "1 2020-02-29 1 2020-03-19 1 2020-03-24 1\n", - "2 2020-03-01 1 2020-03-20 1 2020-03-25 1\n", - "3 2020-03-02 1 2020-03-21 1 2020-03-26 1\n", - "4 2020-03-03 1 2020-03-22 2 2020-03-27 1\n", - "... ... ... ... ... ... ...\n", - "1101 2023-03-05 266598 NaT NaN NaT NaN\n", - "1102 2023-03-06 266598 NaT NaN NaT NaN\n", - "1103 2023-03-07 266598 NaT NaN NaT NaN\n", - "1104 2023-03-08 266598 NaT NaN NaT NaN\n", - "1105 2023-03-09 266598 NaT NaN NaT NaN\n", - "\n", - "[1106 rows x 6 columns]" + " Date Cases_x Cases_y Cases\n", + "0 2020-03-23 40 2 1\n", + "1 2020-03-24 44 2 1\n", + "2 2020-03-25 51 2 1\n", + "3 2020-03-26 65 2 1\n", + "4 2020-03-27 70 3 1\n", + ".. ... ... ... ...\n", + "495 2021-07-31 173908 164994 2149\n", + "496 2021-08-01 174315 165005 2149\n", + "497 2021-08-02 174759 165037 2160\n", + "498 2021-08-03 175264 165122 2163\n", + "499 2021-08-04 176011 165208 2167\n", + "\n", + "[500 rows x 4 columns]" ] }, - "execution_count": 294, + "execution_count": 145, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfcombined_Cases" + "merged_Cases" ] }, { "cell_type": "code", - "execution_count": 295, + "execution_count": 146, "id": "f0c2e662", "metadata": {}, "outputs": [], "source": [ - "dfcombined_Cases = dfcombined_Cases.fillna(0)" + "merged_Cases = merged_Cases.fillna(0)" ] }, { "cell_type": "code", - "execution_count": 296, + "execution_count": 147, "id": "f6b4f86f", "metadata": { "collapsed": true @@ -12907,57 +12965,45 @@ " \n", " \n", " Date\n", - " Cases\n", - " Date\n", - " Cases\n", - " Date\n", + " Cases_x\n", + " Cases_y\n", " Cases\n", " \n", " \n", " \n", " \n", " 0\n", - " 2020-02-28\n", - " 1\n", - " 2020-03-18 00:00:00\n", - " 1\n", - " 2020-03-23 00:00:00\n", + " 2020-03-23\n", + " 40\n", + " 2\n", " 1\n", " \n", " \n", " 1\n", - " 2020-02-29\n", - " 1\n", - " 2020-03-19 00:00:00\n", - " 1\n", - " 2020-03-24 00:00:00\n", + " 2020-03-24\n", + " 44\n", + " 2\n", " 1\n", " \n", " \n", " 2\n", - " 2020-03-01\n", - " 1\n", - " 2020-03-20 00:00:00\n", - " 1\n", - " 2020-03-25 00:00:00\n", + " 2020-03-25\n", + " 51\n", + " 2\n", " 1\n", " \n", " \n", " 3\n", - " 2020-03-02\n", - " 1\n", - " 2020-03-21 00:00:00\n", - " 1\n", - " 2020-03-26 00:00:00\n", + " 2020-03-26\n", + " 65\n", + " 2\n", " 1\n", " \n", " \n", " 4\n", - " 2020-03-03\n", - " 1\n", - " 2020-03-22 00:00:00\n", - " 2\n", - " 2020-03-27 00:00:00\n", + " 2020-03-27\n", + " 70\n", + " 3\n", " 1\n", " \n", " \n", @@ -12966,128 +13012,107 @@ " ...\n", " ...\n", " ...\n", - " ...\n", - " ...\n", " \n", " \n", - " 1101\n", - " 2023-03-05\n", - " 266598\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", + " 495\n", + " 2021-07-31\n", + " 173908\n", + " 164994\n", + " 2149\n", " \n", " \n", - " 1102\n", - " 2023-03-06\n", - " 266598\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", + " 496\n", + " 2021-08-01\n", + " 174315\n", + " 165005\n", + " 2149\n", " \n", " \n", - " 1103\n", - " 2023-03-07\n", - " 266598\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", + " 497\n", + " 2021-08-02\n", + " 174759\n", + " 165037\n", + " 2160\n", " \n", " \n", - " 1104\n", - " 2023-03-08\n", - " 266598\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", + " 498\n", + " 2021-08-03\n", + " 175264\n", + " 165122\n", + " 2163\n", " \n", " \n", - " 1105\n", - " 2023-03-09\n", - " 266598\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", + " 499\n", + " 2021-08-04\n", + " 176011\n", + " 165208\n", + " 2167\n", " \n", " \n", "\n", - "

1106 rows × 6 columns

\n", + "

500 rows × 4 columns

\n", "" ], "text/plain": [ - " Date Cases Date Cases Date \\\n", - "0 2020-02-28 1 2020-03-18 00:00:00 1 2020-03-23 00:00:00 \n", - "1 2020-02-29 1 2020-03-19 00:00:00 1 2020-03-24 00:00:00 \n", - "2 2020-03-01 1 2020-03-20 00:00:00 1 2020-03-25 00:00:00 \n", - "3 2020-03-02 1 2020-03-21 00:00:00 1 2020-03-26 00:00:00 \n", - "4 2020-03-03 1 2020-03-22 00:00:00 2 2020-03-27 00:00:00 \n", - "... ... ... ... ... ... \n", - "1101 2023-03-05 266598 0 0 0 \n", - "1102 2023-03-06 266598 0 0 0 \n", - "1103 2023-03-07 266598 0 0 0 \n", - "1104 2023-03-08 266598 0 0 0 \n", - "1105 2023-03-09 266598 0 0 0 \n", - "\n", - " Cases \n", - "0 1 \n", - "1 1 \n", - "2 1 \n", - "3 1 \n", - "4 1 \n", - "... ... \n", - "1101 0 \n", - "1102 0 \n", - "1103 0 \n", - "1104 0 \n", - "1105 0 \n", - "\n", - "[1106 rows x 6 columns]" + " Date Cases_x Cases_y Cases\n", + "0 2020-03-23 40 2 1\n", + "1 2020-03-24 44 2 1\n", + "2 2020-03-25 51 2 1\n", + "3 2020-03-26 65 2 1\n", + "4 2020-03-27 70 3 1\n", + ".. ... ... ... ...\n", + "495 2021-07-31 173908 164994 2149\n", + "496 2021-08-01 174315 165005 2149\n", + "497 2021-08-02 174759 165037 2160\n", + "498 2021-08-03 175264 165122 2163\n", + "499 2021-08-04 176011 165208 2167\n", + "\n", + "[500 rows x 4 columns]" ] }, - "execution_count": 296, + "execution_count": 147, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfcombined_Cases" + "merged_Cases" ] }, { "cell_type": "code", - "execution_count": 297, - "id": "d773a0ec", + "execution_count": 148, + "id": "298e22fc", "metadata": {}, "outputs": [ { - "ename": "ValueError", - "evalue": "Length mismatch: Expected axis has 6 elements, new values have 3 elements", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[297], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m dfcombined_Cases\u001b[39m.\u001b[39;49mcolumns \u001b[39m=\u001b[39m [\u001b[39m'\u001b[39m\u001b[39mConfirmed_Case\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mRecovered_Case\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mDeathCase_Case\u001b[39m\u001b[39m'\u001b[39m]\n", - "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\core\\generic.py:6002\u001b[0m, in \u001b[0;36mNDFrame.__setattr__\u001b[1;34m(self, name, value)\u001b[0m\n\u001b[0;32m 6000\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m 6001\u001b[0m \u001b[39mobject\u001b[39m\u001b[39m.\u001b[39m\u001b[39m__getattribute__\u001b[39m(\u001b[39mself\u001b[39m, name)\n\u001b[1;32m-> 6002\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mobject\u001b[39;49m\u001b[39m.\u001b[39;49m\u001b[39m__setattr__\u001b[39;49m(\u001b[39mself\u001b[39;49m, name, value)\n\u001b[0;32m 6003\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mAttributeError\u001b[39;00m:\n\u001b[0;32m 6004\u001b[0m \u001b[39mpass\u001b[39;00m\n", - "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\_libs\\properties.pyx:69\u001b[0m, in \u001b[0;36mpandas._libs.properties.AxisProperty.__set__\u001b[1;34m()\u001b[0m\n", - "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\core\\generic.py:730\u001b[0m, in \u001b[0;36mNDFrame._set_axis\u001b[1;34m(self, axis, labels)\u001b[0m\n\u001b[0;32m 725\u001b[0m \u001b[39m\u001b[39m\u001b[39m\"\"\"\u001b[39;00m\n\u001b[0;32m 726\u001b[0m \u001b[39mThis is called from the cython code when we set the `index` attribute\u001b[39;00m\n\u001b[0;32m 727\u001b[0m \u001b[39mdirectly, e.g. `series.index = [1, 2, 3]`.\u001b[39;00m\n\u001b[0;32m 728\u001b[0m \u001b[39m\"\"\"\u001b[39;00m\n\u001b[0;32m 729\u001b[0m labels \u001b[39m=\u001b[39m ensure_index(labels)\n\u001b[1;32m--> 730\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_mgr\u001b[39m.\u001b[39;49mset_axis(axis, labels)\n\u001b[0;32m 731\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_clear_item_cache()\n", - "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\core\\internals\\managers.py:225\u001b[0m, in \u001b[0;36mBaseBlockManager.set_axis\u001b[1;34m(self, axis, new_labels)\u001b[0m\n\u001b[0;32m 223\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mset_axis\u001b[39m(\u001b[39mself\u001b[39m, axis: AxisInt, new_labels: Index) \u001b[39m-\u001b[39m\u001b[39m>\u001b[39m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m 224\u001b[0m \u001b[39m# Caller is responsible for ensuring we have an Index object.\u001b[39;00m\n\u001b[1;32m--> 225\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_validate_set_axis(axis, new_labels)\n\u001b[0;32m 226\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39maxes[axis] \u001b[39m=\u001b[39m new_labels\n", - "File \u001b[1;32mc:\\Users\\Chizy\\Desktop\\MyContent\\Ustacky\\Nigeria-COVID-19-Data-Analysis-Using-Python\\venv\\Lib\\site-packages\\pandas\\core\\internals\\base.py:70\u001b[0m, in \u001b[0;36mDataManager._validate_set_axis\u001b[1;34m(self, axis, new_labels)\u001b[0m\n\u001b[0;32m 67\u001b[0m \u001b[39mpass\u001b[39;00m\n\u001b[0;32m 69\u001b[0m \u001b[39melif\u001b[39;00m new_len \u001b[39m!=\u001b[39m old_len:\n\u001b[1;32m---> 70\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mValueError\u001b[39;00m(\n\u001b[0;32m 71\u001b[0m \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mLength mismatch: Expected axis has \u001b[39m\u001b[39m{\u001b[39;00mold_len\u001b[39m}\u001b[39;00m\u001b[39m elements, new \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 72\u001b[0m \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mvalues have \u001b[39m\u001b[39m{\u001b[39;00mnew_len\u001b[39m}\u001b[39;00m\u001b[39m elements\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 73\u001b[0m )\n", - "\u001b[1;31mValueError\u001b[0m: Length mismatch: Expected axis has 6 elements, new values have 3 elements" - ] + "data": { + "text/plain": [ + "Index(['Date', 'Cases_x', 'Cases_y', 'Cases'], dtype='object')" + ] + }, + "execution_count": 148, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ - "dfcombined_Cases.columns = ['Confirmed_Case', 'Recovered_Case', 'DeathCase_Case']" + "merged_Cases.columns" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 149, + "id": "d773a0ec", + "metadata": {}, + "outputs": [], + "source": [ + "merged_Cases.columns = ['Date','Confirmed_Case', 'Recovered_Case', 'DeathCase_Case']" + ] + }, + { + "cell_type": "code", + "execution_count": 150, "id": "446cac85", "metadata": {}, "outputs": [ @@ -13112,156 +13137,140 @@ " \n", " \n", " \n", + " Date\n", " Confirmed_Case\n", " Recovered_Case\n", " DeathCase_Case\n", " \n", - " \n", - " Date\n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", - " 2/28/20\n", + " 0\n", + " 2020-03-23\n", + " 40\n", + " 2\n", " 1\n", - " 0\n", - " 0\n", " \n", " \n", - " 2/29/20\n", + " 1\n", + " 2020-03-24\n", + " 44\n", + " 2\n", " 1\n", - " 0\n", - " 0\n", " \n", " \n", - " 3/1/20\n", + " 2\n", + " 2020-03-25\n", + " 51\n", + " 2\n", " 1\n", - " 0\n", - " 0\n", " \n", " \n", - " 3/2/20\n", + " 3\n", + " 2020-03-26\n", + " 65\n", + " 2\n", " 1\n", - " 0\n", - " 0\n", " \n", " \n", - " 3/3/20\n", + " 4\n", + " 2020-03-27\n", + " 70\n", + " 3\n", " 1\n", - " 0\n", - " 0\n", " \n", " \n", " ...\n", " ...\n", " ...\n", " ...\n", + " ...\n", " \n", " \n", - " 3/5/23\n", - " 266598\n", - " 0\n", - " 3155\n", + " 495\n", + " 2021-07-31\n", + " 173908\n", + " 164994\n", + " 2149\n", " \n", " \n", - " 3/6/23\n", - " 266598\n", - " 0\n", - " 3155\n", + " 496\n", + " 2021-08-01\n", + " 174315\n", + " 165005\n", + " 2149\n", " \n", " \n", - " 3/7/23\n", - " 266598\n", - " 0\n", - " 3155\n", + " 497\n", + " 2021-08-02\n", + " 174759\n", + " 165037\n", + " 2160\n", " \n", " \n", - " 3/8/23\n", - " 266598\n", - " 0\n", - " 3155\n", + " 498\n", + " 2021-08-03\n", + " 175264\n", + " 165122\n", + " 2163\n", " \n", " \n", - " 3/9/23\n", - " 266598\n", - " 0\n", - " 3155\n", + " 499\n", + " 2021-08-04\n", + " 176011\n", + " 165208\n", + " 2167\n", " \n", " \n", "\n", - "

1106 rows × 3 columns

\n", + "

500 rows × 4 columns

\n", "" ], "text/plain": [ - " Confirmed_Case Recovered_Case DeathCase_Case\n", - "Date \n", - "2/28/20 1 0 0\n", - "2/29/20 1 0 0\n", - "3/1/20 1 0 0\n", - "3/2/20 1 0 0\n", - "3/3/20 1 0 0\n", - "... ... ... ...\n", - "3/5/23 266598 0 3155\n", - "3/6/23 266598 0 3155\n", - "3/7/23 266598 0 3155\n", - "3/8/23 266598 0 3155\n", - "3/9/23 266598 0 3155\n", - "\n", - "[1106 rows x 3 columns]" - ] - }, - "execution_count": 145, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "dfcombined_Cases" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "851f5deb", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Index(['Confirmed_Case', 'Recovered_Case', 'DeathCase_Case'], dtype='object')" + " Date Confirmed_Case Recovered_Case DeathCase_Case\n", + "0 2020-03-23 40 2 1\n", + "1 2020-03-24 44 2 1\n", + "2 2020-03-25 51 2 1\n", + "3 2020-03-26 65 2 1\n", + "4 2020-03-27 70 3 1\n", + ".. ... ... ... ...\n", + "495 2021-07-31 173908 164994 2149\n", + "496 2021-08-01 174315 165005 2149\n", + "497 2021-08-02 174759 165037 2160\n", + "498 2021-08-03 175264 165122 2163\n", + "499 2021-08-04 176011 165208 2167\n", + "\n", + "[500 rows x 4 columns]" ] }, - "execution_count": 146, + "execution_count": 150, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfcombined_Cases.columns" + "merged_Cases" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 151, "id": "fb159a2f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "Text(0.5, 1.0, 'Visualization of the 3 major cases')" ] }, - "execution_count": 147, + "execution_count": 151, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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" ] @@ -13271,7 +13280,8 @@ } ], "source": [ - "sns.catplot(kind = 'bar', data = dfcombined_Cases, aspect = 4)" + "sns.catplot(kind = 'bar', data = merged_Cases, aspect = 4)\n", + "plt.title('Visualization of the 3 major cases')" ] }, { @@ -13284,7 +13294,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 152, "id": "09c8ef7e", "metadata": {}, "outputs": [ @@ -13391,7 +13401,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 158, + "execution_count": 152, "metadata": {}, "output_type": "execute_result" } @@ -13402,7 +13412,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 153, "id": "a1feb443", "metadata": {}, "outputs": [], @@ -13412,7 +13422,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 154, "id": "dd3de74a", "metadata": {}, "outputs": [ @@ -13519,7 +13529,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 165, + "execution_count": 154, "metadata": {}, "output_type": "execute_result" } @@ -13530,189 +13540,50 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "8a21defa", + "execution_count": 155, + "id": "73df7da1", + "metadata": {}, + "outputs": [], + "source": [ + "NGConfirmdCase_transposed[['Cases']] = NGConfirmdCase_transposed[['Cases']].astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": 156, + "id": "815fbf3f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Index(['Date', 'Cases'], dtype='object')" + "Date datetime64[ns]\n", + "Cases int32\n", + "dtype: object" ] }, - "execution_count": 166, + "execution_count": 156, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfConfirmdCaseDiff.columns" + "NGConfirmdCase_transposed.dtypes" ] }, { "cell_type": "code", - "execution_count": null, - "id": "4113e6f3", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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] - }, - { - "cell_type": "code", - "execution_count": null, + "execution_count": 157, "id": "30193f56", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 163, + "execution_count": 157, "metadata": {}, "output_type": "execute_result" }, @@ -13773,28 +13644,7 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "2eb2ff60", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Date datetime64[ns]\n", - "Cases int32\n", - "dtype: object" - ] - }, - "execution_count": 152, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, + "execution_count": 158, "id": "e20154a7", "metadata": {}, "outputs": [ @@ -13804,7 +13654,7 @@ "6158.0" ] }, - "execution_count": 184, + "execution_count": 158, "metadata": {}, "output_type": "execute_result" } @@ -13815,7 +13665,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 159, "id": "2ab49f90", "metadata": {}, "outputs": [ @@ -13825,7 +13675,7 @@ "Timestamp('2021-12-22 00:00:00')" ] }, - "execution_count": 185, + "execution_count": 159, "metadata": {}, "output_type": "execute_result" } @@ -13834,13 +13684,20 @@ "max_daily_infections_date" ] }, + { + "cell_type": "markdown", + "id": "7ce585dd", + "metadata": {}, + "source": [ + "# Relationship between Covid!9 and External data\n", + "Comfirm case Vs CCVI Index" + ] + }, { "cell_type": "code", - "execution_count": null, - "id": "75a34937", - "metadata": { - "scrolled": true - }, + "execution_count": 160, + "id": "455faf9b", + "metadata": {}, "outputs": [ { "data": { @@ -13863,109 +13720,253 @@ " \n", " \n", " \n", - " Date\n", - " Cases\n", + " states\n", + " region\n", + " Population\n", + " Overall CCVI Index\n", + " Age\n", + " Epidemiological\n", + " Fragility\n", + " Health System\n", + " Population Density\n", + " Socio-Economic\n", + " Transport Availability\n", + " Acute IHR\n", " \n", " \n", " \n", " \n", " 0\n", - " NaT\n", - " NaN\n", + " FCT\n", + " North Central\n", + " 4865000\n", + " 0\n", + " 0\n", + " 0.9\n", + " 0.4\n", + " 0\n", + " 0.9\n", + " 0.6\n", + " 0.2\n", + " 0\n", " \n", " \n", " 1\n", - " 1 days\n", + " Plateau\n", + " North Central\n", + " 4766000\n", + " 0\n", + " 0\n", + " 0.4\n", + " 0.8\n", + " 0\n", + " 0.3\n", + " 0.5\n", + " 0.3\n", " 0\n", " \n", " \n", " 2\n", - " 1 days\n", + " Kwara\n", + " North Central\n", + " 3524000\n", + " 0\n", + " 0\n", + " 0.3\n", + " 0.2\n", + " 0\n", + " 0.2\n", + " 0.6\n", + " 0.7\n", " 0\n", " \n", " \n", " 3\n", - " 1 days\n", + " Nassarawa\n", + " North Central\n", + " 2783000\n", " 0\n", - " \n", - " \n", - " 4\n", - " 1 days\n", + " 0\n", + " 0.5\n", + " 0.9\n", + " 0\n", + " 0.1\n", + " 0.6\n", + " 0.5\n", " 0\n", " \n", " \n", - " ...\n", - " ...\n", - " ...\n", - " \n", - " \n", - " 1101\n", - " 1 days\n", + " 4\n", + " Niger\n", + " North Central\n", + " 6260000\n", + " 0\n", " 0\n", + " 0.6\n", + " 0.3\n", + " 0\n", + " 0.1\n", + " 0.8\n", + " 0.8\n", + " 0\n", + " \n", + " \n", + "\n", + "" + ], + "text/plain": [ + " states region Population Overall CCVI Index Age \\\n", + "0 FCT North Central 4865000 0 0 \n", + "1 Plateau North Central 4766000 0 0 \n", + "2 Kwara North Central 3524000 0 0 \n", + "3 Nassarawa North Central 2783000 0 0 \n", + "4 Niger North Central 6260000 0 0 \n", + "\n", + " Epidemiological Fragility Health System Population Density \\\n", + "0 0.9 0.4 0 0.9 \n", + "1 0.4 0.8 0 0.3 \n", + "2 0.3 0.2 0 0.2 \n", + "3 0.5 0.9 0 0.1 \n", + "4 0.6 0.3 0 0.1 \n", + "\n", + " Socio-Economic Transport Availability Acute IHR \n", + "0 0.6 0.2 0 \n", + "1 0.5 0.3 0 \n", + "2 0.6 0.7 0 \n", + "3 0.6 0.5 0 \n", + "4 0.8 0.8 0 " + ] + }, + "execution_count": 160, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_Covidexternal.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 161, + "id": "cab35937", + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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statesNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of DeathsregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
0Lagos26708243524037236South West13992000001.00.301.00.10.40...271441271448271463271469271469271477271477271490271494271496
Andorra001FCT96272840669493North Central4865000000.90.400.90.60.20
2Kaduna4504579387748North West9227000000.90.800.40.60.40...47866478754787547875478754787547875478754789047890
Angola0003Plateau4262280394834North Central4766000000.40.800.30.50.30
4Oyo3788368337446South West8737000000.80.20...105255105277105277105277105277105277105277105277105288105288
..................................................................
West Bank and Gaza0000000000...703228703228703228703228703228703228703228703228703228703228
Winter Olympics 20220000000000...535535535535535535535535535535
Yemen0000000000...11945119451194511945119451194511945119451194511945
Zambia0000000000...343012343012343079343079343079343135343135343135343135343135
Zimbabwe0000000000...2639212641272641272641272641272641272641272641272642762642760.60.20.31
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201 rows × 1143 columns

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" ], "text/plain": [ - " 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 1/27/20 \\\n", - "Country/Region \n", - "Afghanistan 0 0 0 0 0 0 \n", - "Albania 0 0 0 0 0 0 \n", - "Algeria 0 0 0 0 0 0 \n", - "Andorra 0 0 0 0 0 0 \n", - "Angola 0 0 0 0 0 0 \n", - "... ... ... ... ... ... ... \n", - "West Bank and Gaza 0 0 0 0 0 0 \n", - "Winter Olympics 2022 0 0 0 0 0 0 \n", - "Yemen 0 0 0 0 0 0 \n", - "Zambia 0 0 0 0 0 0 \n", - "Zimbabwe 0 0 0 0 0 0 \n", - "\n", - " 1/28/20 1/29/20 1/30/20 1/31/20 ... 2/28/23 \\\n", - "Country/Region ... \n", - "Afghanistan 0 0 0 0 ... 209322 \n", - "Albania 0 0 0 0 ... 334391 \n", - "Algeria 0 0 0 0 ... 271441 \n", - "Andorra 0 0 0 0 ... 47866 \n", - "Angola 0 0 0 0 ... 105255 \n", - "... ... ... ... ... ... ... \n", - "West Bank and Gaza 0 0 0 0 ... 703228 \n", - "Winter Olympics 2022 0 0 0 0 ... 535 \n", - "Yemen 0 0 0 0 ... 11945 \n", - "Zambia 0 0 0 0 ... 343012 \n", - "Zimbabwe 0 0 0 0 ... 263921 \n", + " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26708 2435 \n", + "1 FCT 9627 2840 \n", + "2 Kaduna 4504 579 \n", + "3 Plateau 4262 280 \n", + "4 Oyo 3788 368 \n", "\n", - " 3/1/23 3/2/23 3/3/23 3/4/23 3/5/23 3/6/23 3/7/23 \\\n", - "Country/Region \n", - "Afghanistan 209340 209358 209362 209369 209390 209406 209436 \n", - "Albania 334408 334408 334427 334427 334427 334427 334427 \n", - "Algeria 271448 271463 271469 271469 271477 271477 271490 \n", - "Andorra 47875 47875 47875 47875 47875 47875 47875 \n", - "Angola 105277 105277 105277 105277 105277 105277 105277 \n", - "... ... ... ... ... ... ... ... \n", - "West Bank and Gaza 703228 703228 703228 703228 703228 703228 703228 \n", - "Winter Olympics 2022 535 535 535 535 535 535 535 \n", - "Yemen 11945 11945 11945 11945 11945 11945 11945 \n", - "Zambia 343012 343079 343079 343079 343135 343135 343135 \n", - "Zimbabwe 264127 264127 264127 264127 264127 264127 264127 \n", + " No. Discharged No. of Deaths region Population \\\n", + "0 24037 236 South West 13992000 \n", + "1 6694 93 North Central 4865000 \n", + "2 3877 48 North West 9227000 \n", + "3 3948 34 North Central 4766000 \n", + "4 3374 46 South West 8737000 \n", "\n", - " 3/8/23 3/9/23 \n", - "Country/Region \n", - "Afghanistan 209451 209451 \n", - "Albania 334443 334457 \n", - "Algeria 271494 271496 \n", - "Andorra 47890 47890 \n", - "Angola 105288 105288 \n", - "... ... ... \n", - "West Bank and Gaza 703228 703228 \n", - "Winter Olympics 2022 535 535 \n", - "Yemen 11945 11945 \n", - "Zambia 343135 343135 \n", - "Zimbabwe 264276 264276 \n", + " Overall CCVI Index Age Epidemiological Fragility Health System \\\n", + "0 0 0 1.0 0.3 0 \n", + "1 0 0 0.9 0.4 0 \n", + "2 0 0 0.9 0.8 0 \n", + "3 0 0 0.4 0.8 0 \n", + "4 0 0 0.8 0.2 0 \n", "\n", - "[201 rows x 1143 columns]" + " Population Density Socio-Economic Transport Availability Acute IHR \n", + "0 1.0 0.1 0.4 0 \n", + "1 0.9 0.6 0.2 0 \n", + "2 0.4 0.6 0.4 0 \n", + "3 0.3 0.5 0.3 0 \n", + "4 0.6 0.2 0.3 1 " ] }, - "execution_count": 166, + "execution_count": 165, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ConfirmdCase.first()" + "merged_data.head()" ] }, { "cell_type": "code", - "execution_count": null, - "id": "8697bf97", + "execution_count": 166, + "id": "49f95e06", "metadata": {}, "outputs": [], "source": [ - "dfConfirmdCase = ConfirmdCase.first()" + "top_10_mergedConfirmd= merged_data.nlargest(10, 'No. of Cases (Lab Confirmed)')" ] }, { "cell_type": "code", - "execution_count": null, - "id": "15b25a40", + "execution_count": 167, + "id": "1407ff1f", "metadata": {}, "outputs": [ { @@ -14412,3494 +14298,334 @@ " \n", " \n", " \n", - " 1/22/20\n", - " 1/23/20\n", - " 1/24/20\n", - " 1/25/20\n", - " 1/26/20\n", - " 1/27/20\n", - " 1/28/20\n", - " 1/29/20\n", - " 1/30/20\n", - " 1/31/20\n", - " ...\n", - " 2/28/23\n", - " 3/1/23\n", - " 3/2/23\n", - " 3/3/23\n", - " 3/4/23\n", - " 3/5/23\n", - " 3/6/23\n", - " 3/7/23\n", - " 3/8/23\n", - " 3/9/23\n", - " \n", - " \n", - " Country/Region\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " states\n", + " No. of Cases (Lab Confirmed)\n", + " No. of Cases (on admission)\n", + " No. Discharged\n", + " No. of Deaths\n", + " region\n", + " Population\n", + " Overall CCVI Index\n", + " Age\n", + " Epidemiological\n", + " Fragility\n", + " Health System\n", + " Population Density\n", + " Socio-Economic\n", + " Transport Availability\n", + " Acute IHR\n", " \n", " \n", " \n", " \n", - " Afghanistan\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", + " 0\n", + " Lagos\n", + " 26708\n", + " 2435\n", + " 24037\n", + " 236\n", + " South West\n", + " 13992000\n", " 0\n", " 0\n", + " 1.0\n", + " 0.3\n", " 0\n", + " 1.0\n", + " 0.1\n", + " 0.4\n", " 0\n", - " ...\n", - " 209322\n", - " 209340\n", - " 209358\n", - " 209362\n", - " 209369\n", - " 209390\n", - " 209406\n", - " 209436\n", - " 209451\n", - " 209451\n", " \n", " \n", - " Albania\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", + " 1\n", + " FCT\n", + " 9627\n", + " 2840\n", + " 6694\n", + " 93\n", + " North Central\n", + " 4865000\n", " 0\n", " 0\n", + " 0.9\n", + " 0.4\n", " 0\n", + " 0.9\n", + " 0.6\n", + " 0.2\n", " 0\n", - " ...\n", - " 334391\n", - " 334408\n", - " 334408\n", - " 334427\n", - " 334427\n", - " 334427\n", - " 334427\n", - " 334427\n", - " 334443\n", - " 334457\n", " \n", " \n", - " Algeria\n", - " 0\n", - " 0\n", + " 2\n", + " Kaduna\n", + " 4504\n", + " 579\n", + " 3877\n", + " 48\n", + " North West\n", + " 9227000\n", " 0\n", " 0\n", + " 0.9\n", + " 0.8\n", " 0\n", + " 0.4\n", + " 0.6\n", + " 0.4\n", " 0\n", + " \n", + " \n", + " 3\n", + " Plateau\n", + " 4262\n", + " 280\n", + " 3948\n", + " 34\n", + " North Central\n", + " 4766000\n", " 0\n", " 0\n", + " 0.4\n", + " 0.8\n", " 0\n", + " 0.3\n", + " 0.5\n", + " 0.3\n", " 0\n", - " ...\n", - " 271441\n", - " 271448\n", - " 271463\n", - " 271469\n", - " 271469\n", - " 271477\n", - " 271477\n", - " 271490\n", - " 271494\n", - " 271496\n", " \n", " \n", - " Andorra\n", - " 0\n", + " 4\n", + " Oyo\n", + " 3788\n", + " 368\n", + " 3374\n", + " 46\n", + " South West\n", + " 8737000\n", " 0\n", " 0\n", + " 0.8\n", + " 0.2\n", " 0\n", + " 0.6\n", + " 0.2\n", + " 0.3\n", + " 1\n", + " \n", + " \n", + " 5\n", + " Rivers\n", + " 3279\n", + " 232\n", + " 2987\n", + " 60\n", + " South South\n", + " 7763000\n", " 0\n", " 0\n", + " 0.9\n", + " 0.6\n", " 0\n", + " 0.9\n", + " 0.1\n", + " 0.1\n", + " 1\n", + " \n", + " \n", + " 6\n", + " Edo\n", + " 2768\n", + " 52\n", + " 2603\n", + " 113\n", + " South South\n", + " 4705000\n", " 0\n", " 0\n", + " 0.8\n", + " 0.1\n", " 0\n", - " ...\n", - " 47866\n", - " 47875\n", - " 47875\n", - " 47875\n", - " 47875\n", - " 47875\n", - " 47875\n", - " 47875\n", - " 47890\n", - " 47890\n", + " 0.5\n", + " 0.4\n", + " 0.3\n", + " 1\n", " \n", " \n", - " Angola\n", - " 0\n", + " 7\n", + " Ogun\n", + " 2382\n", + " 174\n", + " 2175\n", + " 33\n", + " South West\n", + " 5878000\n", " 0\n", " 0\n", + " 0.7\n", + " 0.5\n", " 0\n", + " 0.6\n", + " 0.0\n", + " 0.2\n", + " 1\n", + " \n", + " \n", + " 8\n", + " Kano\n", + " 2032\n", + " 198\n", + " 1778\n", + " 56\n", + " North West\n", + " 14726000\n", " 0\n", " 0\n", + " 0.1\n", + " 0.3\n", " 0\n", + " 0.8\n", + " 0.8\n", + " 0.5\n", " 0\n", + " \n", + " \n", + " 9\n", + " Delta\n", + " 1843\n", + " 57\n", + " 1737\n", + " 49\n", + " South South\n", + " 6303000\n", " 0\n", " 0\n", - " ...\n", - " 105255\n", - " 105277\n", - " 105277\n", - " 105277\n", - " 105277\n", - " 105277\n", - " 105277\n", - " 105277\n", - " 105288\n", - " 105288\n", - " \n", - " \n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " \n", - " \n", - " West Bank and Gaza\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " ...\n", - " 703228\n", - " 703228\n", - " 703228\n", - " 703228\n", - " 703228\n", - " 703228\n", - " 703228\n", - " 703228\n", - " 703228\n", - " 703228\n", - " \n", - " \n", - " Winter Olympics 2022\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " ...\n", - " 535\n", - " 535\n", - " 535\n", - " 535\n", - " 535\n", - " 535\n", - " 535\n", - " 535\n", - " 535\n", - " 535\n", - " \n", - " \n", - " Yemen\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " ...\n", - " 11945\n", - " 11945\n", - " 11945\n", - " 11945\n", - " 11945\n", - " 11945\n", - " 11945\n", - " 11945\n", - " 11945\n", - " 11945\n", - " \n", - " \n", - " Zambia\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " ...\n", - " 343012\n", - " 343012\n", - " 343079\n", - " 343079\n", - " 343079\n", - " 343135\n", - " 343135\n", - " 343135\n", - " 343135\n", - " 343135\n", - " \n", - " \n", - " Zimbabwe\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " ...\n", - " 263921\n", - " 264127\n", - " 264127\n", - " 264127\n", - " 264127\n", - " 264127\n", - " 264127\n", - " 264127\n", - " 264276\n", - " 264276\n", + " 0.7\n", + " 0.2\n", + " 1\n", + " 0.6\n", + " 0.5\n", + " 0.4\n", + " 1\n", " \n", " \n", "\n", - "

201 rows × 1143 columns

\n", "" ], "text/plain": [ - " 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 1/27/20 \\\n", - "Country/Region \n", - "Afghanistan 0 0 0 0 0 0 \n", - "Albania 0 0 0 0 0 0 \n", - "Algeria 0 0 0 0 0 0 \n", - "Andorra 0 0 0 0 0 0 \n", - "Angola 0 0 0 0 0 0 \n", - "... ... ... ... ... ... ... \n", - "West Bank and Gaza 0 0 0 0 0 0 \n", - "Winter Olympics 2022 0 0 0 0 0 0 \n", - "Yemen 0 0 0 0 0 0 \n", - "Zambia 0 0 0 0 0 0 \n", - "Zimbabwe 0 0 0 0 0 0 \n", - "\n", - " 1/28/20 1/29/20 1/30/20 1/31/20 ... 2/28/23 \\\n", - "Country/Region ... \n", - "Afghanistan 0 0 0 0 ... 209322 \n", - "Albania 0 0 0 0 ... 334391 \n", - "Algeria 0 0 0 0 ... 271441 \n", - "Andorra 0 0 0 0 ... 47866 \n", - "Angola 0 0 0 0 ... 105255 \n", - "... ... ... ... ... ... ... \n", - "West Bank and Gaza 0 0 0 0 ... 703228 \n", - "Winter Olympics 2022 0 0 0 0 ... 535 \n", - "Yemen 0 0 0 0 ... 11945 \n", - "Zambia 0 0 0 0 ... 343012 \n", - "Zimbabwe 0 0 0 0 ... 263921 \n", + " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26708 2435 \n", + "1 FCT 9627 2840 \n", + "2 Kaduna 4504 579 \n", + "3 Plateau 4262 280 \n", + "4 Oyo 3788 368 \n", + "5 Rivers 3279 232 \n", + "6 Edo 2768 52 \n", + "7 Ogun 2382 174 \n", + "8 Kano 2032 198 \n", + "9 Delta 1843 57 \n", "\n", - " 3/1/23 3/2/23 3/3/23 3/4/23 3/5/23 3/6/23 3/7/23 \\\n", - "Country/Region \n", - "Afghanistan 209340 209358 209362 209369 209390 209406 209436 \n", - "Albania 334408 334408 334427 334427 334427 334427 334427 \n", - "Algeria 271448 271463 271469 271469 271477 271477 271490 \n", - "Andorra 47875 47875 47875 47875 47875 47875 47875 \n", - "Angola 105277 105277 105277 105277 105277 105277 105277 \n", - "... ... ... ... ... ... ... ... \n", - "West Bank and Gaza 703228 703228 703228 703228 703228 703228 703228 \n", - "Winter Olympics 2022 535 535 535 535 535 535 535 \n", - "Yemen 11945 11945 11945 11945 11945 11945 11945 \n", - "Zambia 343012 343079 343079 343079 343135 343135 343135 \n", - "Zimbabwe 264127 264127 264127 264127 264127 264127 264127 \n", + " No. Discharged No. of Deaths region Population \\\n", + "0 24037 236 South West 13992000 \n", + "1 6694 93 North Central 4865000 \n", + "2 3877 48 North West 9227000 \n", + "3 3948 34 North Central 4766000 \n", + "4 3374 46 South West 8737000 \n", + "5 2987 60 South South 7763000 \n", + "6 2603 113 South South 4705000 \n", + "7 2175 33 South West 5878000 \n", + "8 1778 56 North West 14726000 \n", + "9 1737 49 South South 6303000 \n", "\n", - " 3/8/23 3/9/23 \n", - "Country/Region \n", - "Afghanistan 209451 209451 \n", - "Albania 334443 334457 \n", - "Algeria 271494 271496 \n", - "Andorra 47890 47890 \n", - "Angola 105288 105288 \n", - "... ... ... \n", - "West Bank and Gaza 703228 703228 \n", - "Winter Olympics 2022 535 535 \n", - "Yemen 11945 11945 \n", - "Zambia 343135 343135 \n", - "Zimbabwe 264276 264276 \n", + " Overall CCVI Index Age Epidemiological Fragility Health System \\\n", + "0 0 0 1.0 0.3 0 \n", + "1 0 0 0.9 0.4 0 \n", + "2 0 0 0.9 0.8 0 \n", + "3 0 0 0.4 0.8 0 \n", + "4 0 0 0.8 0.2 0 \n", + "5 0 0 0.9 0.6 0 \n", + "6 0 0 0.8 0.1 0 \n", + "7 0 0 0.7 0.5 0 \n", + "8 0 0 0.1 0.3 0 \n", + "9 0 0 0.7 0.2 1 \n", "\n", - "[201 rows x 1143 columns]" + " Population Density Socio-Economic Transport Availability Acute IHR \n", + "0 1.0 0.1 0.4 0 \n", + "1 0.9 0.6 0.2 0 \n", + "2 0.4 0.6 0.4 0 \n", + "3 0.3 0.5 0.3 0 \n", + "4 0.6 0.2 0.3 1 \n", + "5 0.9 0.1 0.1 1 \n", + "6 0.5 0.4 0.3 1 \n", + "7 0.6 0.0 0.2 1 \n", + "8 0.8 0.8 0.5 0 \n", + "9 0.6 0.5 0.4 1 " ] }, - "execution_count": 159, + "execution_count": 167, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfConfirmdCase" + "top_10_mergedConfirmd" ] }, { "cell_type": "code", - "execution_count": null, - "id": "2b08230a", + "execution_count": 168, + "id": "2f4f19d6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 168, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "plt.plot(top_10_mergedConfirmd['states'], top_10_mergedConfirmd['No. of Cases (Lab Confirmed)'], label='Confirmed Cases', color='blue')\n", + "plt.plot(top_10_mergedConfirmd['states'], top_10_mergedConfirmd['Overall CCVI Index'], label='Vulnerability Index', color='orange')\n", + "\n", + "# Set labels and title\n", + "plt.xlabel('states')\n", + "plt.ylabel('Cases/Vulnerability Index')\n", + "plt.title('Top 10 Confirmed Cases and Vulnerability Index')\n", + "\n", + "# Rotate x-axis labels for better visibility\n", + "plt.xticks(rotation=45)\n", + "\n", + "# Add a legend\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "id": "a3984ba9", "metadata": {}, - "outputs": [], "source": [ - "dfConfirmdCasediff = dfConfirmdCase.diff()" + "# Visuaization of the linear relationships between Confirmed Cases and Population Density." ] }, { "cell_type": "code", - "execution_count": null, - "id": "6e11bbe2", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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1/22/201/23/201/24/201/25/201/26/201/27/201/28/201/29/201/30/201/31/20...2/28/233/1/233/2/233/3/233/4/233/5/233/6/233/7/233/8/233/9/23
Country/Region
AfghanistanNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
Albania0.00.00.00.00.00.00.00.00.00.0...125069.0125068.0125050.0125065.0125058.0125037.0125021.0124991.0124992.0125006.0
Algeria0.00.00.00.00.00.00.00.00.00.0...-62950.0-62960.0-62945.0-62958.0-62958.0-62950.0-62950.0-62937.0-62949.0-62961.0
Andorra0.00.00.00.00.00.00.00.00.00.0...-223575.0-223573.0-223588.0-223594.0-223594.0-223602.0-223602.0-223615.0-223604.0-223606.0
Angola0.00.00.00.00.00.00.00.00.00.0...57389.057402.057402.057402.057402.057402.057402.057402.057398.057398.0
..................................................................
West Bank and Gaza0.0-2.0-2.0-2.0-2.0-2.0-2.0-2.0-2.0-2.0...-10823689.0-10823698.0-10823709.0-10823722.0-10823734.0-10823738.0-10823738.0-10823758.0-10823766.0-10823766.0
Winter Olympics 20220.00.00.00.00.00.00.00.00.00.0...-702693.0-702693.0-702693.0-702693.0-702693.0-702693.0-702693.0-702693.0-702693.0-702693.0
Yemen0.00.00.00.00.00.00.00.00.00.0...11410.011410.011410.011410.011410.011410.011410.011410.011410.011410.0
Zambia0.00.00.00.00.00.00.00.00.00.0...331067.0331067.0331134.0331134.0331134.0331190.0331190.0331190.0331190.0331190.0
Zimbabwe0.00.00.00.00.00.00.00.00.00.0...-79091.0-78885.0-78952.0-78952.0-78952.0-79008.0-79008.0-79008.0-78859.0-78859.0
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"Yemen 11410.0 \n", - "Zambia 331190.0 \n", - "Zimbabwe -78859.0 \n", - "\n", - "[201 rows x 1143 columns]" - ] - }, - "execution_count": 161, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "dfConfirmdCasediff" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "833deac5", - "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'dfConfirmdCasediff' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[165], line 2\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[39m# Calculate the maximum infection rate for each day\u001b[39;00m\n\u001b[1;32m----> 2\u001b[0m max_infection_rate \u001b[39m=\u001b[39m dfConfirmdCasediff\u001b[39m.\u001b[39miloc[:, \u001b[39m1\u001b[39m:]\u001b[39m.\u001b[39mmax(axis\u001b[39m=\u001b[39m\u001b[39m1\u001b[39m)\n", - "\u001b[1;31mNameError\u001b[0m: name 'dfConfirmdCasediff' is not defined" - ] - } - ], - "source": [ - "# Calculate the maximum infection rate for each day\n", - "max_infection_rate = dfConfirmdCasediff.iloc[:, 1:].max(axis=1)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "44081a10", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Country/Region\n", - "Afghanistan NaN\n", - "Albania 136342.0\n", - "Algeria 52524.0\n", - "Andorra 0.0\n", - "Angola 64891.0\n", - " ... \n", - "West Bank and Gaza 301322.0\n", - "Winter Olympics 2022 0.0\n", - "Yemen 11410.0\n", - "Zambia 331190.0\n", - "Zimbabwe 1.0\n", - "Length: 201, dtype: float64" - ] - }, - "execution_count": 163, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "max_infection_rate" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "94217836", - "metadata": {}, - "outputs": [], - "source": [ - "# Get the maximum infection rate value\n", - "max_rate_value = max_infection_rate.max()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ea8a73d5", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "103799897.0" - ] - }, - "execution_count": 165, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "max_rate_value" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "33b14fe2", - "metadata": {}, - "outputs": [], - "source": [ - "date_of_max_infection = dfConfirmdCasediff.max().idxmax()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2ecd6172", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'3/9/23'" - ] - }, - "execution_count": 167, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "date_of_max_infection" - ] - }, - { - "cell_type": "markdown", - "id": "7ce585dd", - "metadata": {}, - "source": [ - "# Relationship between Covid!9 and External data\n", - "Comfirm case Vs CCVI Index" - 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statesregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
0FCTNorth Central4865000000.90.400.90.60.20
1PlateauNorth Central4766000000.40.800.30.50.30
2KwaraNorth Central3524000000.30.200.20.60.70
3NassarawaNorth Central2783000000.50.900.10.60.50
4NigerNorth Central6260000000.60.300.10.80.80
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" - ], - "text/plain": [ - " states region Population Overall CCVI Index Age \\\n", - "0 FCT North Central 4865000 0 0 \n", - "1 Plateau North Central 4766000 0 0 \n", - "2 Kwara North Central 3524000 0 0 \n", - "3 Nassarawa North Central 2783000 0 0 \n", - "4 Niger North Central 6260000 0 0 \n", - "\n", - " Epidemiological Fragility Health System Population Density \\\n", - "0 0.9 0.4 0 0.9 \n", - "1 0.4 0.8 0 0.3 \n", - "2 0.3 0.2 0 0.2 \n", - "3 0.5 0.9 0 0.1 \n", - "4 0.6 0.3 0 0.1 \n", - "\n", - " Socio-Economic Transport Availability Acute IHR \n", - "0 0.6 0.2 0 \n", - "1 0.5 0.3 0 \n", - "2 0.6 0.7 0 \n", - "3 0.6 0.5 0 \n", - "4 0.8 0.8 0 " - ] - }, - "execution_count": 316, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_Covidexternal.head()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "cab35937", - "metadata": { - "collapsed": true - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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States AffectedNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26708243524037236
1FCT96272840669493
2Kaduna4504579387748
3Plateau4262280394834
4Oyo3788368337446
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" - ], - "text/plain": [ - " States Affected No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", - "0 Lagos 26708 2435 \n", - "1 FCT 9627 2840 \n", - "2 Kaduna 4504 579 \n", - "3 Plateau 4262 280 \n", - "4 Oyo 3788 368 \n", - "\n", - " No. Discharged No. of Deaths \n", - "0 24037 236 \n", - "1 6694 93 \n", - "2 3877 48 \n", - "3 3948 34 \n", - "4 3374 46 " - ] - }, - "execution_count": 317, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "dfCovidNig.head()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6dc47494", - "metadata": {}, - "outputs": [], - "source": [ - "#change the column name to match the other dataset\n", - "dfCovidNig.rename(columns={'States Affected': 'states'}, inplace=True)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b3504a43", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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statesNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26708243524037236
1FCT96272840669493
2Kaduna4504579387748
3Plateau4262280394834
4Oyo3788368337446
5Rivers3279232298760
6Edo2768522603113
7Ogun2382174217533
8Kano2032198177856
9Delta184357173749
10Ondo179362169041
11Katsina1405214116724
12Enugu137634132121
13Kwara1296171109431
14Gombe116418395031
15Ebonyi109124103730
16Abia9802594510
17Osun9792093722
18Bauchi89710877514
19Borno7783770536
20Imo7346166112
21Nasarawa60026232513
22Benue5154446011
23Bayelsa4975542121
24Ekiti405243756
25Akwa Ibom395443429
26Jigawa3865731811
27Niger3816930012
28Adamawa3559623821
29Anambra299627419
30Sokoto2284017117
31Taraba203191777
32Yobe164331238
33Kebbi14351308
34Cross River9318111
35Zamfara791735
36Kogi5032
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" - ], - "text/plain": [ - " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", - "0 Lagos 26708 2435 \n", - "1 FCT 9627 2840 \n", - "2 Kaduna 4504 579 \n", - "3 Plateau 4262 280 \n", - "4 Oyo 3788 368 \n", - "5 Rivers 3279 232 \n", - "6 Edo 2768 52 \n", - "7 Ogun 2382 174 \n", - "8 Kano 2032 198 \n", - "9 Delta 1843 57 \n", - "10 Ondo 1793 62 \n", - "11 Katsina 1405 214 \n", - "12 Enugu 1376 34 \n", - "13 Kwara 1296 171 \n", - "14 Gombe 1164 183 \n", - "15 Ebonyi 1091 24 \n", - "16 Abia 980 25 \n", - "17 Osun 979 20 \n", - "18 Bauchi 897 108 \n", - "19 Borno 778 37 \n", - "20 Imo 734 61 \n", - "21 Nasarawa 600 262 \n", - "22 Benue 515 44 \n", - "23 Bayelsa 497 55 \n", - "24 Ekiti 405 24 \n", - "25 Akwa Ibom 395 44 \n", - "26 Jigawa 386 57 \n", - "27 Niger 381 69 \n", - "28 Adamawa 355 96 \n", - "29 Anambra 299 6 \n", - "30 Sokoto 228 40 \n", - "31 Taraba 203 19 \n", - "32 Yobe 164 33 \n", - "33 Kebbi 143 5 \n", - "34 Cross River 93 1 \n", - "35 Zamfara 79 1 \n", - "36 Kogi 5 0 \n", - "\n", - " No. Discharged No. of Deaths \n", - "0 24037 236 \n", - "1 6694 93 \n", - "2 3877 48 \n", - "3 3948 34 \n", - "4 3374 46 \n", - "5 2987 60 \n", - "6 2603 113 \n", - "7 2175 33 \n", - "8 1778 56 \n", - "9 1737 49 \n", - "10 1690 41 \n", - "11 1167 24 \n", - "12 1321 21 \n", - "13 1094 31 \n", - "14 950 31 \n", - "15 1037 30 \n", - "16 945 10 \n", - "17 937 22 \n", - "18 775 14 \n", - "19 705 36 \n", - "20 661 12 \n", - "21 325 13 \n", - "22 460 11 \n", - "23 421 21 \n", - "24 375 6 \n", - "25 342 9 \n", - "26 318 11 \n", - "27 300 12 \n", - "28 238 21 \n", - "29 274 19 \n", - "30 171 17 \n", - "31 177 7 \n", - "32 123 8 \n", - "33 130 8 \n", - "34 81 11 \n", - "35 73 5 \n", - "36 3 2 " - ] - }, - "execution_count": 319, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "dfCovidNig" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0107bae5", - "metadata": {}, - "outputs": [], - "source": [ - "merged_data = pd.merge(dfCovidNig, df_Covidexternal, on='states')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "807fa5be", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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"
statesNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of DeathsregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
0Lagos26708243524037236South West13992000001.00.301.00.10.40
1FCT96272840669493North Central4865000000.90.400.90.60.20
2Kaduna4504579387748North West9227000000.90.800.40.60.40
3Plateau4262280394834North Central4766000000.40.800.30.50.30
4Oyo3788368337446South West8737000000.80.200.60.20.31
5Rivers3279232298760South South7763000000.90.600.90.10.11
6Edo2768522603113South South4705000000.80.100.50.40.31
7Ogun2382174217533South West5878000000.70.500.60.00.21
8Kano2032198177856North West14726000000.10.300.80.80.50
9Delta184357173749South South6303000000.70.210.60.50.41
10Ondo179362169041South West5185000000.50.100.60.30.31
11Katsina1405214116724North West8713000000.10.300.60.90.80
12Enugu137634132121South East4801000000.40.000.70.40.11
13Kwara1296171109431North Central3524000000.30.200.20.60.70
14Gombe116418395031North East3692000100.40.900.30.80.70
15Ebonyi109124103730South South3192000010.00.600.70.30.61
16Abia9802594510South East4190000000.60.100.90.20.01
17Osun9792093722South West5252000000.40.400.80.10.21
18Bauchi89710877514North East7270000000.20.800.20.80.80
19Borno7783770536North East6651000000.11.010.10.70.90
20Imo7346166112South East6018000010.90.000.90.40.01
21Benue5154446011North Central6376000000.50.700.40.30.50
22Bayelsa4975542121South South2606000000.60.100.50.20.71
23Ekiti405243756South West3593000000.30.500.80.10.41
24Akwa Ibom395443429South East6093000000.70.600.80.50.11
25Jigawa3865731811North West6435000000.00.700.50.90.80
26Niger3816930012North Central6260000000.60.300.10.80.80
27Adamawa3559623821North East4672000000.60.900.30.70.60
28Anambra299627419South East6050000001.00.601.00.00.11
29Sokoto2284017117North West5612000000.20.400.31.01.00
30Taraba203191777North East3387000000.80.900.00.70.90
31Yobe164331238North East3723000100.31.000.00.91.00
32Kebbi14351308North West4968000000.30.400.10.90.90
33Kogi5032North Central4970000000.20.500.40.30.60
\n", - "
" - ], - "text/plain": [ - " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", - "0 Lagos 26708 2435 \n", - "1 FCT 9627 2840 \n", - "2 Kaduna 4504 579 \n", - "3 Plateau 4262 280 \n", - "4 Oyo 3788 368 \n", - "5 Rivers 3279 232 \n", - "6 Edo 2768 52 \n", - "7 Ogun 2382 174 \n", - "8 Kano 2032 198 \n", - "9 Delta 1843 57 \n", - "10 Ondo 1793 62 \n", - "11 Katsina 1405 214 \n", - "12 Enugu 1376 34 \n", - "13 Kwara 1296 171 \n", - "14 Gombe 1164 183 \n", - "15 Ebonyi 1091 24 \n", - "16 Abia 980 25 \n", - "17 Osun 979 20 \n", - "18 Bauchi 897 108 \n", - "19 Borno 778 37 \n", - "20 Imo 734 61 \n", - "21 Benue 515 44 \n", - "22 Bayelsa 497 55 \n", - "23 Ekiti 405 24 \n", - "24 Akwa Ibom 395 44 \n", - "25 Jigawa 386 57 \n", - "26 Niger 381 69 \n", - "27 Adamawa 355 96 \n", - "28 Anambra 299 6 \n", - "29 Sokoto 228 40 \n", - "30 Taraba 203 19 \n", - "31 Yobe 164 33 \n", - "32 Kebbi 143 5 \n", - "33 Kogi 5 0 \n", - "\n", - " No. Discharged No. of Deaths region Population \\\n", - "0 24037 236 South West 13992000 \n", - "1 6694 93 North Central 4865000 \n", - "2 3877 48 North West 9227000 \n", - "3 3948 34 North Central 4766000 \n", - "4 3374 46 South West 8737000 \n", - "5 2987 60 South South 7763000 \n", - "6 2603 113 South South 4705000 \n", - "7 2175 33 South West 5878000 \n", - "8 1778 56 North West 14726000 \n", - "9 1737 49 South South 6303000 \n", - "10 1690 41 South West 5185000 \n", - "11 1167 24 North West 8713000 \n", - "12 1321 21 South East 4801000 \n", - "13 1094 31 North Central 3524000 \n", - "14 950 31 North East 3692000 \n", - "15 1037 30 South South 3192000 \n", - "16 945 10 South East 4190000 \n", - "17 937 22 South West 5252000 \n", - "18 775 14 North East 7270000 \n", - "19 705 36 North East 6651000 \n", - "20 661 12 South East 6018000 \n", - "21 460 11 North Central 6376000 \n", - "22 421 21 South South 2606000 \n", - "23 375 6 South West 3593000 \n", - "24 342 9 South East 6093000 \n", - "25 318 11 North West 6435000 \n", - "26 300 12 North Central 6260000 \n", - "27 238 21 North East 4672000 \n", - "28 274 19 South East 6050000 \n", - "29 171 17 North West 5612000 \n", - "30 177 7 North East 3387000 \n", - "31 123 8 North East 3723000 \n", - "32 130 8 North West 4968000 \n", - "33 3 2 North Central 4970000 \n", - "\n", - " Overall CCVI Index Age Epidemiological Fragility Health System \\\n", - "0 0 0 1.0 0.3 0 \n", - "1 0 0 0.9 0.4 0 \n", - "2 0 0 0.9 0.8 0 \n", - "3 0 0 0.4 0.8 0 \n", - "4 0 0 0.8 0.2 0 \n", - "5 0 0 0.9 0.6 0 \n", - "6 0 0 0.8 0.1 0 \n", - "7 0 0 0.7 0.5 0 \n", - "8 0 0 0.1 0.3 0 \n", - "9 0 0 0.7 0.2 1 \n", - "10 0 0 0.5 0.1 0 \n", - "11 0 0 0.1 0.3 0 \n", - "12 0 0 0.4 0.0 0 \n", - "13 0 0 0.3 0.2 0 \n", - "14 1 0 0.4 0.9 0 \n", - "15 0 1 0.0 0.6 0 \n", - "16 0 0 0.6 0.1 0 \n", - "17 0 0 0.4 0.4 0 \n", - "18 0 0 0.2 0.8 0 \n", - "19 0 0 0.1 1.0 1 \n", - "20 0 1 0.9 0.0 0 \n", - "21 0 0 0.5 0.7 0 \n", - "22 0 0 0.6 0.1 0 \n", - "23 0 0 0.3 0.5 0 \n", - "24 0 0 0.7 0.6 0 \n", - "25 0 0 0.0 0.7 0 \n", - "26 0 0 0.6 0.3 0 \n", - "27 0 0 0.6 0.9 0 \n", - "28 0 0 1.0 0.6 0 \n", - "29 0 0 0.2 0.4 0 \n", - "30 0 0 0.8 0.9 0 \n", - "31 1 0 0.3 1.0 0 \n", - "32 0 0 0.3 0.4 0 \n", - "33 0 0 0.2 0.5 0 \n", - "\n", - " Population Density Socio-Economic Transport Availability Acute IHR \n", - "0 1.0 0.1 0.4 0 \n", - "1 0.9 0.6 0.2 0 \n", - "2 0.4 0.6 0.4 0 \n", - "3 0.3 0.5 0.3 0 \n", - "4 0.6 0.2 0.3 1 \n", - "5 0.9 0.1 0.1 1 \n", - "6 0.5 0.4 0.3 1 \n", - "7 0.6 0.0 0.2 1 \n", - "8 0.8 0.8 0.5 0 \n", - "9 0.6 0.5 0.4 1 \n", - "10 0.6 0.3 0.3 1 \n", - "11 0.6 0.9 0.8 0 \n", - "12 0.7 0.4 0.1 1 \n", - "13 0.2 0.6 0.7 0 \n", - "14 0.3 0.8 0.7 0 \n", - "15 0.7 0.3 0.6 1 \n", - "16 0.9 0.2 0.0 1 \n", - "17 0.8 0.1 0.2 1 \n", - "18 0.2 0.8 0.8 0 \n", - "19 0.1 0.7 0.9 0 \n", - "20 0.9 0.4 0.0 1 \n", - "21 0.4 0.3 0.5 0 \n", - "22 0.5 0.2 0.7 1 \n", - "23 0.8 0.1 0.4 1 \n", - "24 0.8 0.5 0.1 1 \n", - "25 0.5 0.9 0.8 0 \n", - "26 0.1 0.8 0.8 0 \n", - "27 0.3 0.7 0.6 0 \n", - "28 1.0 0.0 0.1 1 \n", - "29 0.3 1.0 1.0 0 \n", - "30 0.0 0.7 0.9 0 \n", - "31 0.0 0.9 1.0 0 \n", - "32 0.1 0.9 0.9 0 \n", - "33 0.4 0.3 0.6 0 " - ] - }, - "execution_count": 321, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "merged_data" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6e88ba99", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'Regression Plot: Population Density vs. No. of Cases (Lab Confirmed)')" - ] - }, - "execution_count": 324, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "#Use the merged_data to plot your regression plot and convert the cases column to log.\n", - "sns.regplot(x = merged_data['Population Density'], y = np.log(merged_data['No. of Cases (Lab Confirmed)']))\n", - "# Add labels and title\n", - "plt.xlabel('Population Density')\n", - "plt.ylabel('No. of Cases (Lab Confirmed)')\n", - "plt.title('Regression Plot: Population Density vs. No. of Cases (Lab Confirmed)')\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4b009630", - "metadata": {}, - "outputs": [], - "source": [ - "top_10_Covidexternal = df_Covidexternal.nlargest(10, 'Overall CCVI Index')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d223abd6", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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statesregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
8GombeNorth East3692000100.40.900.30.80.70
11YobeNorth East3723000100.31.000.00.91.00
0FCTNorth Central4865000000.90.400.90.60.20
1PlateauNorth Central4766000000.40.800.30.50.30
2KwaraNorth Central3524000000.30.200.20.60.70
3NassarawaNorth Central2783000000.50.900.10.60.50
4NigerNorth Central6260000000.60.300.10.80.80
5BenueNorth Central6376000000.50.700.40.30.50
6KogiNorth Central4970000000.20.500.40.30.60
7BauchiNorth East7270000000.20.800.20.80.80
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" - ], - "text/plain": [ - " states region Population Overall CCVI Index Age \\\n", - "8 Gombe North East 3692000 1 0 \n", - "11 Yobe North East 3723000 1 0 \n", - "0 FCT North Central 4865000 0 0 \n", - "1 Plateau North Central 4766000 0 0 \n", - "2 Kwara North Central 3524000 0 0 \n", - "3 Nassarawa North Central 2783000 0 0 \n", - "4 Niger North Central 6260000 0 0 \n", - "5 Benue North Central 6376000 0 0 \n", - "6 Kogi North Central 4970000 0 0 \n", - "7 Bauchi North East 7270000 0 0 \n", - "\n", - " Epidemiological Fragility Health System Population Density \\\n", - "8 0.4 0.9 0 0.3 \n", - "11 0.3 1.0 0 0.0 \n", - "0 0.9 0.4 0 0.9 \n", - "1 0.4 0.8 0 0.3 \n", - "2 0.3 0.2 0 0.2 \n", - "3 0.5 0.9 0 0.1 \n", - "4 0.6 0.3 0 0.1 \n", - "5 0.5 0.7 0 0.4 \n", - "6 0.2 0.5 0 0.4 \n", - "7 0.2 0.8 0 0.2 \n", - "\n", - " Socio-Economic Transport Availability Acute IHR \n", - "8 0.8 0.7 0 \n", - "11 0.9 1.0 0 \n", - "0 0.6 0.2 0 \n", - "1 0.5 0.3 0 \n", - "2 0.6 0.7 0 \n", - "3 0.6 0.5 0 \n", - "4 0.8 0.8 0 \n", - "5 0.3 0.5 0 \n", - "6 0.3 0.6 0 \n", - "7 0.8 0.8 0 " - ] - }, - "execution_count": 171, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "top_10_Covidexternal" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "73360281", - "metadata": {}, - "outputs": [], - "source": [ - "top_10_Covidexternal.reset_index(drop=True, inplace=True)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "014d42f2", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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statesregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
0GombeNorth East3692000100.40.900.30.80.70
1YobeNorth East3723000100.31.000.00.91.00
2FCTNorth Central4865000000.90.400.90.60.20
3PlateauNorth Central4766000000.40.800.30.50.30
4KwaraNorth Central3524000000.30.200.20.60.70
5NassarawaNorth Central2783000000.50.900.10.60.50
6NigerNorth Central6260000000.60.300.10.80.80
7BenueNorth Central6376000000.50.700.40.30.50
8KogiNorth Central4970000000.20.500.40.30.60
9BauchiNorth East7270000000.20.800.20.80.80
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" - ], - "text/plain": [ - " states region Population Overall CCVI Index Age \\\n", - "0 Gombe North East 3692000 1 0 \n", - "1 Yobe North East 3723000 1 0 \n", - "2 FCT North Central 4865000 0 0 \n", - "3 Plateau North Central 4766000 0 0 \n", - "4 Kwara North Central 3524000 0 0 \n", - "5 Nassarawa North Central 2783000 0 0 \n", - "6 Niger North Central 6260000 0 0 \n", - "7 Benue North Central 6376000 0 0 \n", - "8 Kogi North Central 4970000 0 0 \n", - "9 Bauchi North East 7270000 0 0 \n", - "\n", - " Epidemiological Fragility Health System Population Density \\\n", - "0 0.4 0.9 0 0.3 \n", - "1 0.3 1.0 0 0.0 \n", - "2 0.9 0.4 0 0.9 \n", - "3 0.4 0.8 0 0.3 \n", - "4 0.3 0.2 0 0.2 \n", - "5 0.5 0.9 0 0.1 \n", - "6 0.6 0.3 0 0.1 \n", - "7 0.5 0.7 0 0.4 \n", - "8 0.2 0.5 0 0.4 \n", - "9 0.2 0.8 0 0.2 \n", - "\n", - " Socio-Economic Transport Availability Acute IHR \n", - "0 0.8 0.7 0 \n", - "1 0.9 1.0 0 \n", - "2 0.6 0.2 0 \n", - "3 0.5 0.3 0 \n", - "4 0.6 0.7 0 \n", - "5 0.6 0.5 0 \n", - "6 0.8 0.8 0 \n", - "7 0.3 0.5 0 \n", - "8 0.3 0.6 0 \n", - "9 0.8 0.8 0 " - ] - }, - "execution_count": 173, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "top_10_Covidexternal" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "40068410", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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statesNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26708243524037236
1FCT96272840669493
2Kaduna4504579387748
3Plateau4262280394834
4Oyo3788368337446
5Rivers3279232298760
6Edo2768522603113
7Ogun2382174217533
8Kano2032198177856
9Delta184357173749
10Ondo179362169041
11Katsina1405214116724
12Enugu137634132121
13Kwara1296171109431
14Gombe116418395031
15Ebonyi109124103730
16Abia9802594510
17Osun9792093722
18Bauchi89710877514
19Borno7783770536
20Imo7346166112
21Nasarawa60026232513
22Benue5154446011
23Bayelsa4975542121
24Ekiti405243756
25Akwa Ibom395443429
26Jigawa3865731811
27Niger3816930012
28Adamawa3559623821
29Anambra299627419
30Sokoto2284017117
31Taraba203191777
32Yobe164331238
33Kebbi14351308
34Cross River9318111
35Zamfara791735
36Kogi5032
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" - ], - "text/plain": [ - " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", - "0 Lagos 26708 2435 \n", - "1 FCT 9627 2840 \n", - "2 Kaduna 4504 579 \n", - "3 Plateau 4262 280 \n", - "4 Oyo 3788 368 \n", - "5 Rivers 3279 232 \n", - "6 Edo 2768 52 \n", - "7 Ogun 2382 174 \n", - "8 Kano 2032 198 \n", - "9 Delta 1843 57 \n", - "10 Ondo 1793 62 \n", - "11 Katsina 1405 214 \n", - "12 Enugu 1376 34 \n", - "13 Kwara 1296 171 \n", - "14 Gombe 1164 183 \n", - "15 Ebonyi 1091 24 \n", - "16 Abia 980 25 \n", - "17 Osun 979 20 \n", - "18 Bauchi 897 108 \n", - "19 Borno 778 37 \n", - "20 Imo 734 61 \n", - "21 Nasarawa 600 262 \n", - "22 Benue 515 44 \n", - "23 Bayelsa 497 55 \n", - "24 Ekiti 405 24 \n", - "25 Akwa Ibom 395 44 \n", - "26 Jigawa 386 57 \n", - "27 Niger 381 69 \n", - "28 Adamawa 355 96 \n", - "29 Anambra 299 6 \n", - "30 Sokoto 228 40 \n", - "31 Taraba 203 19 \n", - "32 Yobe 164 33 \n", - "33 Kebbi 143 5 \n", - "34 Cross River 93 1 \n", - "35 Zamfara 79 1 \n", - "36 Kogi 5 0 \n", - "\n", - " No. Discharged No. of Deaths \n", - "0 24037 236 \n", - "1 6694 93 \n", - "2 3877 48 \n", - "3 3948 34 \n", - "4 3374 46 \n", - "5 2987 60 \n", - "6 2603 113 \n", - "7 2175 33 \n", - "8 1778 56 \n", - "9 1737 49 \n", - "10 1690 41 \n", - "11 1167 24 \n", - "12 1321 21 \n", - "13 1094 31 \n", - "14 950 31 \n", - "15 1037 30 \n", - "16 945 10 \n", - "17 937 22 \n", - "18 775 14 \n", - "19 705 36 \n", - "20 661 12 \n", - "21 325 13 \n", - "22 460 11 \n", - "23 421 21 \n", - "24 375 6 \n", - "25 342 9 \n", - "26 318 11 \n", - "27 300 12 \n", - "28 238 21 \n", - "29 274 19 \n", - "30 171 17 \n", - "31 177 7 \n", - "32 123 8 \n", - "33 130 8 \n", - "34 81 11 \n", - "35 73 5 \n", - "36 3 2 " - ] - }, - "execution_count": 175, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "dfCovidNig" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c2ff1fc5", - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "top_10_CovidNig= dfCovidNig.nlargest(10, 'No. of Cases (Lab Confirmed)') " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "987bd9e0", + "execution_count": 169, + "id": "7cd0fee8", "metadata": {}, "outputs": [ { @@ -17928,6 +14654,17 @@ " No. of Cases (on admission)\n", " No. Discharged\n", " No. of Deaths\n", + " region\n", + " Population\n", + " Overall CCVI Index\n", + " Age\n", + " Epidemiological\n", + " Fragility\n", + " Health System\n", + " Population Density\n", + " Socio-Economic\n", + " Transport Availability\n", + " Acute IHR\n", " \n", " \n", " \n", @@ -17938,6 +14675,17 @@ " 2435\n", " 24037\n", " 236\n", + " South West\n", + " 13992000\n", + " 0\n", + " 0\n", + " 1.0\n", + " 0.3\n", + " 0\n", + " 1.0\n", + " 0.1\n", + " 0.4\n", + " 0\n", " \n", " \n", " 1\n", @@ -17946,6 +14694,17 @@ " 2840\n", " 6694\n", " 93\n", + " North Central\n", + " 4865000\n", + " 0\n", + " 0\n", + " 0.9\n", + " 0.4\n", + " 0\n", + " 0.9\n", + " 0.6\n", + " 0.2\n", + " 0\n", " \n", " \n", " 2\n", @@ -17954,6 +14713,17 @@ " 579\n", " 3877\n", " 48\n", + " North West\n", + " 9227000\n", + " 0\n", + " 0\n", + " 0.9\n", + " 0.8\n", + " 0\n", + " 0.4\n", + " 0.6\n", + " 0.4\n", + " 0\n", " \n", " \n", " 3\n", @@ -17962,6 +14732,17 @@ " 280\n", " 3948\n", " 34\n", + " North Central\n", + " 4766000\n", + " 0\n", + " 0\n", + " 0.4\n", + " 0.8\n", + " 0\n", + " 0.3\n", + " 0.5\n", + " 0.3\n", + " 0\n", " \n", " \n", " 4\n", @@ -17970,46 +14751,17 @@ " 368\n", " 3374\n", " 46\n", - " \n", - " \n", - " 5\n", - " Rivers\n", - " 3279\n", - " 232\n", - " 2987\n", - " 60\n", - " \n", - " \n", - " 6\n", - " Edo\n", - " 2768\n", - " 52\n", - " 2603\n", - " 113\n", - " \n", - " \n", - " 7\n", - " Ogun\n", - " 2382\n", - " 174\n", - " 2175\n", - " 33\n", - " \n", - " \n", - " 8\n", - " Kano\n", - " 2032\n", - " 198\n", - " 1778\n", - " 56\n", - " \n", - " \n", - " 9\n", - " Delta\n", - " 1843\n", - " 57\n", - " 1737\n", - " 49\n", + " South West\n", + " 8737000\n", + " 0\n", + " 0\n", + " 0.8\n", + " 0.2\n", + " 0\n", + " 0.6\n", + " 0.2\n", + " 0.3\n", + " 1\n", " \n", " \n", "\n", @@ -18022,49 +14774,86 @@ "2 Kaduna 4504 579 \n", "3 Plateau 4262 280 \n", "4 Oyo 3788 368 \n", - "5 Rivers 3279 232 \n", - "6 Edo 2768 52 \n", - "7 Ogun 2382 174 \n", - "8 Kano 2032 198 \n", - "9 Delta 1843 57 \n", - "\n", - " No. Discharged No. of Deaths \n", - "0 24037 236 \n", - "1 6694 93 \n", - "2 3877 48 \n", - "3 3948 34 \n", - "4 3374 46 \n", - "5 2987 60 \n", - "6 2603 113 \n", - "7 2175 33 \n", - "8 1778 56 \n", - "9 1737 49 " + "\n", + " No. Discharged No. of Deaths region Population \\\n", + "0 24037 236 South West 13992000 \n", + "1 6694 93 North Central 4865000 \n", + "2 3877 48 North West 9227000 \n", + "3 3948 34 North Central 4766000 \n", + "4 3374 46 South West 8737000 \n", + "\n", + " Overall CCVI Index Age Epidemiological Fragility Health System \\\n", + "0 0 0 1.0 0.3 0 \n", + "1 0 0 0.9 0.4 0 \n", + "2 0 0 0.9 0.8 0 \n", + "3 0 0 0.4 0.8 0 \n", + "4 0 0 0.8 0.2 0 \n", + "\n", + " Population Density Socio-Economic Transport Availability Acute IHR \n", + "0 1.0 0.1 0.4 0 \n", + "1 0.9 0.6 0.2 0 \n", + "2 0.4 0.6 0.4 0 \n", + "3 0.3 0.5 0.3 0 \n", + "4 0.6 0.2 0.3 1 " ] }, - "execution_count": 177, + "execution_count": 169, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "top_10_CovidNig" + "merged_data.head()" ] }, { "cell_type": "code", - "execution_count": null, - "id": "ae7ade59", + "execution_count": 170, + "id": "6e88ba99", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Regression Plot: Population Density vs. No. of Cases (Lab Confirmed)')" + ] + }, + "execution_count": 170, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "# merge both datasets using their common column name\n", - "merged_top10 = pd.merge(dfCovidNig, top_10_Covidexternal, on='states')" + "#Use the merged_data to plot your regression plot and convert the cases column to log.\n", + "sns.regplot(x = merged_data['Population Density'], y = np.log(merged_data['No. of Cases (Lab Confirmed)']))\n", + "# Add labels and title\n", + "plt.xlabel('Population Density')\n", + "plt.ylabel('No. of Cases (Lab Confirmed)')\n", + "plt.title('Regression Plot: Population Density vs. No. of Cases (Lab Confirmed)')\n" ] }, { "cell_type": "code", "execution_count": null, - "id": "46c429f7", + "id": "822f1b1e", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 215, + "id": "b6debb09", "metadata": {}, "outputs": [ { @@ -18088,306 +14877,98 @@ " \n", " \n", " \n", - " states\n", - " No. of Cases (Lab Confirmed)\n", - " No. of Cases (on admission)\n", - " No. Discharged\n", - " No. of Deaths\n", - " region\n", - " Population\n", - " Overall CCVI Index\n", - " Age\n", - " Epidemiological\n", - " Fragility\n", - " Health System\n", - " Population Density\n", - " Socio-Economic\n", - " Transport Availability\n", - " Acute IHR\n", + " Year\n", + " Q1\n", + " Q2\n", + " Q3\n", + " Q4\n", " \n", " \n", " \n", " \n", " 0\n", - " FCT\n", - " 9627\n", - " 2840\n", - " 6694\n", - " 93\n", - " North Central\n", - " 4865000\n", - " 0\n", - " 0\n", - " 0.9\n", - " 0.4\n", - " 0\n", - " 0.9\n", - " 0.6\n", - " 0.2\n", - " 0\n", + " 2014\n", + " 15438679.50\n", + " 16084622.31\n", + " 17479127.58\n", + " 18150356.45\n", " \n", " \n", " 1\n", - " Plateau\n", - " 4262\n", - " 280\n", - " 3948\n", - " 34\n", - " North Central\n", - " 4766000\n", - " 0\n", - " 0\n", - " 0.4\n", - " 0.8\n", - " 0\n", - " 0.3\n", - " 0.5\n", - " 0.3\n", - " 0\n", + " 2015\n", + " 16050601.38\n", + " 16463341.91\n", + " 17976234.59\n", + " 18533752.07\n", " \n", " \n", " 2\n", - " Kwara\n", - " 1296\n", - " 171\n", - " 1094\n", - " 31\n", - " North Central\n", - " 3524000\n", - " 0\n", - " 0\n", - " 0.3\n", - " 0.2\n", - " 0\n", - " 0.2\n", - " 0.6\n", - " 0.7\n", - " 0\n", + " 2016\n", + " 15943714.54\n", + " 16218542.41\n", + " 17555441.69\n", + " 18213537.29\n", " \n", " \n", " 3\n", - " Gombe\n", - " 1164\n", - " 183\n", - " 950\n", - " 31\n", - " North East\n", - " 3692000\n", - " 1\n", - " 0\n", - " 0.4\n", - " 0.9\n", - " 0\n", - " 0.3\n", - " 0.8\n", - " 0.7\n", - " 0\n", + " 2017\n", + " 15797965.83\n", + " 16334719.27\n", + " 17760228.17\n", + " 18598067.07\n", " \n", " \n", " 4\n", - " Bauchi\n", - " 897\n", - " 108\n", - " 775\n", - " 14\n", - " North East\n", - " 7270000\n", - " 0\n", - " 0\n", - " 0.2\n", - " 0.8\n", - " 0\n", - " 0.2\n", - " 0.8\n", - " 0.8\n", - " 0\n", + " 2018\n", + " 16096654.19\n", + " 16580508.07\n", + " 18081342.10\n", + " 19041437.59\n", " \n", " \n", " 5\n", - " Benue\n", - " 515\n", - " 44\n", - " 460\n", - " 11\n", - " North Central\n", - " 6376000\n", - " 0\n", - " 0\n", - " 0.5\n", - " 0.7\n", - " 0\n", - " 0.4\n", - " 0.3\n", - " 0.5\n", - " 0\n", + " 2019\n", + " 16434552.65\n", + " 16931434.89\n", + " 18494114.17\n", + " 19530000.00\n", " \n", " \n", " 6\n", - " Niger\n", - " 381\n", - " 69\n", - " 300\n", - " 12\n", - " North Central\n", - " 6260000\n", - " 0\n", - " 0\n", - " 0.6\n", - " 0.3\n", - " 0\n", - " 0.1\n", - " 0.8\n", - " 0.8\n", - " 0\n", - " \n", - " \n", - " 7\n", - " Yobe\n", - " 164\n", - " 33\n", - " 123\n", - " 8\n", - " North East\n", - " 3723000\n", - " 1\n", - " 0\n", - " 0.3\n", - " 1.0\n", - " 0\n", - " 0.0\n", - " 0.9\n", - " 1.0\n", - " 0\n", - " \n", - " \n", - " 8\n", - " Kogi\n", - " 5\n", - " 0\n", - " 3\n", - " 2\n", - " North Central\n", - " 4970000\n", - " 0\n", - " 0\n", - " 0.2\n", - " 0.5\n", - " 0\n", - " 0.4\n", - " 0.3\n", - " 0.6\n", - " 0\n", + " 2020\n", + " 16740000.00\n", + " 15890000.00\n", + " 17820000.00\n", + " 0.00\n", " \n", " \n", "\n", "" ], "text/plain": [ - " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", - "0 FCT 9627 2840 \n", - "1 Plateau 4262 280 \n", - "2 Kwara 1296 171 \n", - "3 Gombe 1164 183 \n", - "4 Bauchi 897 108 \n", - "5 Benue 515 44 \n", - "6 Niger 381 69 \n", - "7 Yobe 164 33 \n", - "8 Kogi 5 0 \n", - "\n", - " No. Discharged No. of Deaths region Population \\\n", - "0 6694 93 North Central 4865000 \n", - "1 3948 34 North Central 4766000 \n", - "2 1094 31 North Central 3524000 \n", - "3 950 31 North East 3692000 \n", - "4 775 14 North East 7270000 \n", - "5 460 11 North Central 6376000 \n", - "6 300 12 North Central 6260000 \n", - "7 123 8 North East 3723000 \n", - "8 3 2 North Central 4970000 \n", - "\n", - " Overall CCVI Index Age Epidemiological Fragility Health System \\\n", - "0 0 0 0.9 0.4 0 \n", - "1 0 0 0.4 0.8 0 \n", - "2 0 0 0.3 0.2 0 \n", - "3 1 0 0.4 0.9 0 \n", - "4 0 0 0.2 0.8 0 \n", - "5 0 0 0.5 0.7 0 \n", - "6 0 0 0.6 0.3 0 \n", - "7 1 0 0.3 1.0 0 \n", - "8 0 0 0.2 0.5 0 \n", - "\n", - " Population Density Socio-Economic Transport Availability Acute IHR \n", - "0 0.9 0.6 0.2 0 \n", - "1 0.3 0.5 0.3 0 \n", - "2 0.2 0.6 0.7 0 \n", - "3 0.3 0.8 0.7 0 \n", - "4 0.2 0.8 0.8 0 \n", - "5 0.4 0.3 0.5 0 \n", - "6 0.1 0.8 0.8 0 \n", - "7 0.0 0.9 1.0 0 \n", - "8 0.4 0.3 0.6 0 " - ] - }, - "execution_count": 179, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "merged_top10" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d11e897b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" + " Year Q1 Q2 Q3 Q4\n", + "0 2014 15438679.50 16084622.31 17479127.58 18150356.45\n", + "1 2015 16050601.38 16463341.91 17976234.59 18533752.07\n", + "2 2016 15943714.54 16218542.41 17555441.69 18213537.29\n", + "3 2017 15797965.83 16334719.27 17760228.17 18598067.07\n", + "4 2018 16096654.19 16580508.07 18081342.10 19041437.59\n", + "5 2019 16434552.65 16931434.89 18494114.17 19530000.00\n", + "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 180, + "execution_count": 215, "metadata": {}, "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ - "#Line plot\n", - "plt.plot(merged_top10['states'], merged_top10['No. of Cases (Lab Confirmed)'], label='Covid!9 Dataset')\n", - "plt.plot(merged_top10['states'], merged_top10['Overall CCVI Index'], label='External data')\n", - "plt.xlabel('states')\n", - "plt.ylabel('Overall CCVI Index vs Confirmed Cases')\n", - "plt.title('Overall CCVI Index vs Confirmed Cases')\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3a2e4c07", - "metadata": {}, - "outputs": [], - "source": [ - "top_10_PopulationDensity = df_Covidexternal.nlargest(10, 'Population Density')" + "dfRealgdp" ] }, { "cell_type": "code", - "execution_count": null, - "id": "6c845faf", + "execution_count": 216, + "id": "928b4237", "metadata": {}, "outputs": [ { @@ -18411,236 +14992,212 @@ " \n", " \n", " \n", - " states\n", - " region\n", - " Population\n", - " Overall CCVI Index\n", - " Age\n", - " Epidemiological\n", - " Fragility\n", - " Health System\n", - " Population Density\n", - " Socio-Economic\n", - " Transport Availability\n", - " Acute IHR\n", + " Year\n", + " Q1\n", + " Q2\n", + " Q3\n", + " Q4\n", " \n", " \n", " \n", " \n", - " 24\n", - " Anambra\n", - " South East\n", - " 6050000\n", - " 0\n", - " 0\n", - " 1.0\n", - " 0.6\n", - " 0\n", - " 1.0\n", - " 0.0\n", - " 0.1\n", - " 1\n", - " \n", - " \n", - " 31\n", - " Lagos\n", - " South West\n", - " 13992000\n", - " 0\n", - " 0\n", - " 1.0\n", - " 0.3\n", - " 0\n", - " 1.0\n", - " 0.1\n", - " 0.4\n", - " 0\n", - " \n", - " \n", " 0\n", - " FCT\n", - " North Central\n", - " 4865000\n", - " 0\n", - " 0\n", - " 0.9\n", - " 0.4\n", - " 0\n", - " 0.9\n", - " 0.6\n", - " 0.2\n", - " 0\n", - " \n", - " \n", - " 20\n", - " Imo\n", - " South East\n", - " 6018000\n", - " 0\n", - " 1\n", - " 0.9\n", - " 0.0\n", - " 0\n", - " 0.9\n", - " 0.4\n", - " 0.0\n", - " 1\n", + " 2014\n", + " 15438679.50\n", + " 16084622.31\n", + " 17479127.58\n", + " 18150356.45\n", " \n", " \n", - " 21\n", - " Abia\n", - " South East\n", - " 4190000\n", - " 0\n", - " 0\n", - " 0.6\n", - " 0.1\n", - " 0\n", - " 0.9\n", - " 0.2\n", - " 0.0\n", - " 1\n", + " 1\n", + " 2015\n", + " 16050601.38\n", + " 16463341.91\n", + " 17976234.59\n", + " 18533752.07\n", " \n", " \n", - " 26\n", - " Rivers\n", - " South South\n", - " 7763000\n", - " 0\n", - " 0\n", - " 0.9\n", - " 0.6\n", - " 0\n", - " 0.9\n", - " 0.1\n", - " 0.1\n", - " 1\n", + " 2\n", + " 2016\n", + " 15943714.54\n", + " 16218542.41\n", + " 17555441.69\n", + " 18213537.29\n", " \n", " \n", - " 13\n", - " Kano\n", - " North West\n", - " 14726000\n", - " 0\n", - " 0\n", - " 0.1\n", - " 0.3\n", - " 0\n", - " 0.8\n", - " 0.8\n", - " 0.5\n", - " 0\n", + " 3\n", + " 2017\n", + " 15797965.83\n", + " 16334719.27\n", + " 17760228.17\n", + " 18598067.07\n", " \n", " \n", - " 23\n", - " Akwa Ibom\n", - " South East\n", - " 6093000\n", - " 0\n", - " 0\n", - " 0.7\n", - " 0.6\n", - " 0\n", - " 0.8\n", - " 0.5\n", - " 0.1\n", - " 1\n", + " 4\n", + " 2018\n", + " 16096654.19\n", + " 16580508.07\n", + " 18081342.10\n", + " 19041437.59\n", " \n", " \n", - " 35\n", - " Osun\n", - " South West\n", - " 5252000\n", - " 0\n", - " 0\n", - " 0.4\n", - " 0.4\n", - " 0\n", - " 0.8\n", - " 0.1\n", - " 0.2\n", - " 1\n", + " 5\n", + " 2019\n", + " 16434552.65\n", + " 16931434.89\n", + " 18494114.17\n", + " 19530000.00\n", " \n", " \n", - " 36\n", - " Ekiti\n", - " South West\n", - " 3593000\n", - " 0\n", - " 0\n", - " 0.3\n", - " 0.5\n", - " 0\n", - " 0.8\n", - " 0.1\n", - " 0.4\n", - " 1\n", + " 6\n", + " 2020\n", + " 16740000.00\n", + " 15890000.00\n", + " 17820000.00\n", + " 0.00\n", " \n", " \n", "\n", "" ], "text/plain": [ - " states region Population Overall CCVI Index Age \\\n", - "24 Anambra South East 6050000 0 0 \n", - "31 Lagos South West 13992000 0 0 \n", - "0 FCT North Central 4865000 0 0 \n", - "20 Imo South East 6018000 0 1 \n", - "21 Abia South East 4190000 0 0 \n", - "26 Rivers South South 7763000 0 0 \n", - "13 Kano North West 14726000 0 0 \n", - "23 Akwa Ibom South East 6093000 0 0 \n", - "35 Osun South West 5252000 0 0 \n", - "36 Ekiti South West 3593000 0 0 \n", - "\n", - " Epidemiological Fragility Health System Population Density \\\n", - "24 1.0 0.6 0 1.0 \n", - "31 1.0 0.3 0 1.0 \n", - "0 0.9 0.4 0 0.9 \n", - "20 0.9 0.0 0 0.9 \n", - "21 0.6 0.1 0 0.9 \n", - "26 0.9 0.6 0 0.9 \n", - "13 0.1 0.3 0 0.8 \n", - "23 0.7 0.6 0 0.8 \n", - "35 0.4 0.4 0 0.8 \n", - "36 0.3 0.5 0 0.8 \n", - "\n", - " Socio-Economic Transport Availability Acute IHR \n", - "24 0.0 0.1 1 \n", - "31 0.1 0.4 0 \n", - "0 0.6 0.2 0 \n", - "20 0.4 0.0 1 \n", - "21 0.2 0.0 1 \n", - "26 0.1 0.1 1 \n", - "13 0.8 0.5 0 \n", - "23 0.5 0.1 1 \n", - "35 0.1 0.2 1 \n", - "36 0.1 0.4 1 " + " Year Q1 Q2 Q3 Q4\n", + "0 2014 15438679.50 16084622.31 17479127.58 18150356.45\n", + "1 2015 16050601.38 16463341.91 17976234.59 18533752.07\n", + "2 2016 15943714.54 16218542.41 17555441.69 18213537.29\n", + "3 2017 15797965.83 16334719.27 17760228.17 18598067.07\n", + "4 2018 16096654.19 16580508.07 18081342.10 19041437.59\n", + "5 2019 16434552.65 16931434.89 18494114.17 19530000.00\n", + "6 2020 16740000.00 15890000.00 17820000.00 0.00" + ] + }, + "execution_count": 216, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfRealgdp" + ] + }, + { + "cell_type": "code", + "execution_count": 217, + "id": "7294b37b", + "metadata": {}, + "outputs": [], + "source": [ + "pre_covid_gdp = dfRealgdp[(dfRealgdp['Year'] >= 2014) & (dfRealgdp['Year'] <= 2019)].sum().sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 219, + "id": "37143fa9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "413801074.72" ] }, - "execution_count": 182, + "execution_count": 219, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "top_10_PopulationDensity" + "pre_covid_gdp" ] }, { "cell_type": "code", - "execution_count": null, - "id": "20a92537", + "execution_count": 220, + "id": "a3b30137", "metadata": {}, "outputs": [], "source": [ - "merged_top10Density = pd.merge(dfCovidNig, top_10_PopulationDensity, on='states')" + "q2_2020_gdp = dfRealgdp[dfRealgdp['Year'] == 2020]['Q2'].iloc[0]" ] }, { "cell_type": "code", - "execution_count": null, - "id": "972a4d7c", + "execution_count": 221, + "id": "56a29596", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "15890000.0" + ] + }, + "execution_count": 221, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "q2_2020_gdp" + ] + }, + { + "cell_type": "code", + "execution_count": 222, + "id": "11b80273", + "metadata": {}, + "outputs": [], + "source": [ + "percentage_change = ((pre_covid_gdp - q2_2020_gdp)/pre_covid_gdp)*100" + ] + }, + { + "cell_type": "code", + "execution_count": 223, + "id": "e4af1fa4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "96.15999064024857" + ] + }, + "execution_count": 223, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "percentage_change" + ] + }, + { + "cell_type": "code", + "execution_count": 226, + "id": "1ba5bae2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Year', 'Q1', 'Q2', 'Q3', 'Q4'], dtype='object')" + ] + }, + "execution_count": 226, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfRealgdp.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 224, + "id": "006ddaa7", "metadata": {}, "outputs": [ { @@ -18664,307 +15221,115 @@ " \n", " \n", " \n", - " states\n", - " No. of Cases (Lab Confirmed)\n", - " No. of Cases (on admission)\n", - " No. Discharged\n", - " No. of Deaths\n", - " region\n", - " Population\n", - " Overall CCVI Index\n", - " Age\n", - " Epidemiological\n", - " Fragility\n", - " Health System\n", - " Population Density\n", - " Socio-Economic\n", - " Transport Availability\n", - " Acute IHR\n", + " Year\n", + " Q1\n", + " Q2\n", + " Q3\n", + " Q4\n", " \n", " \n", " \n", " \n", " 0\n", - " Lagos\n", - " 26708\n", - " 2435\n", - " 24037\n", - " 236\n", - " South West\n", - " 13992000\n", - " 0\n", - " 0\n", - " 1.0\n", - " 0.3\n", - " 0\n", - " 1.0\n", - " 0.1\n", - " 0.4\n", - " 0\n", + " 2014\n", + " 15438679.50\n", + " 16084622.31\n", + " 17479127.58\n", + " 18150356.45\n", " \n", " \n", " 1\n", - " FCT\n", - " 9627\n", - " 2840\n", - " 6694\n", - " 93\n", - " North Central\n", - " 4865000\n", - " 0\n", - " 0\n", - " 0.9\n", - " 0.4\n", - " 0\n", - " 0.9\n", - " 0.6\n", - " 0.2\n", - " 0\n", + " 2015\n", + " 16050601.38\n", + " 16463341.91\n", + " 17976234.59\n", + " 18533752.07\n", " \n", " \n", " 2\n", - " Rivers\n", - " 3279\n", - " 232\n", - " 2987\n", - " 60\n", - " South South\n", - " 7763000\n", - " 0\n", - " 0\n", - " 0.9\n", - " 0.6\n", - " 0\n", - " 0.9\n", - " 0.1\n", - " 0.1\n", - " 1\n", - " \n", - " \n", - " 3\n", - " Kano\n", - " 2032\n", - " 198\n", - " 1778\n", - " 56\n", - " North West\n", - " 14726000\n", - " 0\n", - " 0\n", - " 0.1\n", - " 0.3\n", - " 0\n", - " 0.8\n", - " 0.8\n", - " 0.5\n", - " 0\n", - " \n", - " \n", - " 4\n", - " Abia\n", - " 980\n", - " 25\n", - " 945\n", - " 10\n", - " South East\n", - " 4190000\n", - " 0\n", - " 0\n", - " 0.6\n", - " 0.1\n", - " 0\n", - " 0.9\n", - " 0.2\n", - " 0.0\n", - " 1\n", - " \n", - " \n", - " 5\n", - " Osun\n", - " 979\n", - " 20\n", - " 937\n", - " 22\n", - " South West\n", - " 5252000\n", - " 0\n", - " 0\n", - " 0.4\n", - " 0.4\n", - " 0\n", - " 0.8\n", - " 0.1\n", - " 0.2\n", - " 1\n", + " 2016\n", + " 15943714.54\n", + " 16218542.41\n", + " 17555441.69\n", + " 18213537.29\n", " \n", " \n", - " 6\n", - " Imo\n", - " 734\n", - " 61\n", - " 661\n", - " 12\n", - " South East\n", - " 6018000\n", - " 0\n", - " 1\n", - " 0.9\n", - " 0.0\n", - " 0\n", - " 0.9\n", - " 0.4\n", - " 0.0\n", - " 1\n", + " 3\n", + " 2017\n", + " 15797965.83\n", + " 16334719.27\n", + " 17760228.17\n", + " 18598067.07\n", " \n", " \n", - " 7\n", - " Ekiti\n", - " 405\n", - " 24\n", - " 375\n", - " 6\n", - " South West\n", - " 3593000\n", - " 0\n", - " 0\n", - " 0.3\n", - " 0.5\n", - " 0\n", - " 0.8\n", - " 0.1\n", - " 0.4\n", - " 1\n", + " 4\n", + " 2018\n", + " 16096654.19\n", + " 16580508.07\n", + " 18081342.10\n", + " 19041437.59\n", " \n", " \n", - " 8\n", - " Akwa Ibom\n", - " 395\n", - " 44\n", - " 342\n", - " 9\n", - " South East\n", - " 6093000\n", - " 0\n", - " 0\n", - " 0.7\n", - " 0.6\n", - " 0\n", - " 0.8\n", - " 0.5\n", - " 0.1\n", - " 1\n", + " 5\n", + " 2019\n", + " 16434552.65\n", + " 16931434.89\n", + " 18494114.17\n", + " 19530000.00\n", " \n", " \n", - " 9\n", - " Anambra\n", - " 299\n", - " 6\n", - " 274\n", - " 19\n", - " South East\n", - " 6050000\n", - " 0\n", - " 0\n", - " 1.0\n", - " 0.6\n", - " 0\n", - " 1.0\n", - " 0.0\n", - " 0.1\n", - " 1\n", + " 6\n", + " 2020\n", + " 16740000.00\n", + " 15890000.00\n", + " 17820000.00\n", + " 0.00\n", " \n", " \n", "\n", "" ], "text/plain": [ - " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", - "0 Lagos 26708 2435 \n", - "1 FCT 9627 2840 \n", - "2 Rivers 3279 232 \n", - "3 Kano 2032 198 \n", - "4 Abia 980 25 \n", - "5 Osun 979 20 \n", - "6 Imo 734 61 \n", - "7 Ekiti 405 24 \n", - "8 Akwa Ibom 395 44 \n", - "9 Anambra 299 6 \n", - "\n", - " No. Discharged No. of Deaths region Population \\\n", - "0 24037 236 South West 13992000 \n", - "1 6694 93 North Central 4865000 \n", - "2 2987 60 South South 7763000 \n", - "3 1778 56 North West 14726000 \n", - "4 945 10 South East 4190000 \n", - "5 937 22 South West 5252000 \n", - "6 661 12 South East 6018000 \n", - "7 375 6 South West 3593000 \n", - "8 342 9 South East 6093000 \n", - "9 274 19 South East 6050000 \n", - "\n", - " Overall CCVI Index Age Epidemiological Fragility Health System \\\n", - "0 0 0 1.0 0.3 0 \n", - "1 0 0 0.9 0.4 0 \n", - "2 0 0 0.9 0.6 0 \n", - "3 0 0 0.1 0.3 0 \n", - "4 0 0 0.6 0.1 0 \n", - "5 0 0 0.4 0.4 0 \n", - "6 0 1 0.9 0.0 0 \n", - "7 0 0 0.3 0.5 0 \n", - "8 0 0 0.7 0.6 0 \n", - "9 0 0 1.0 0.6 0 \n", - "\n", - " Population Density Socio-Economic Transport Availability Acute IHR \n", - "0 1.0 0.1 0.4 0 \n", - "1 0.9 0.6 0.2 0 \n", - "2 0.9 0.1 0.1 1 \n", - "3 0.8 0.8 0.5 0 \n", - "4 0.9 0.2 0.0 1 \n", - "5 0.8 0.1 0.2 1 \n", - "6 0.9 0.4 0.0 1 \n", - "7 0.8 0.1 0.4 1 \n", - "8 0.8 0.5 0.1 1 \n", - "9 1.0 0.0 0.1 1 " + " Year Q1 Q2 Q3 Q4\n", + "0 2014 15438679.50 16084622.31 17479127.58 18150356.45\n", + "1 2015 16050601.38 16463341.91 17976234.59 18533752.07\n", + "2 2016 15943714.54 16218542.41 17555441.69 18213537.29\n", + "3 2017 15797965.83 16334719.27 17760228.17 18598067.07\n", + "4 2018 16096654.19 16580508.07 18081342.10 19041437.59\n", + "5 2019 16434552.65 16931434.89 18494114.17 19530000.00\n", + "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 184, + "execution_count": 224, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "merged_top10Density" - ] - }, - { - "cell_type": "markdown", - "id": "89ca3e84", - "metadata": {}, - "source": [ - "# Regression Plot" + "dfRealgdp" ] }, { "cell_type": "code", - "execution_count": null, - "id": "3fb3f968", + "execution_count": 225, + "id": "afd1d112", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Text(0.5, 1.0, 'Regression Plot: Population Density vs. No. of Cases (Lab Confirmed)')" + "" ] }, - "execution_count": 185, + "execution_count": 225, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" + "
" ] }, "metadata": {}, @@ -18972,19 +15337,33 @@ } ], "source": [ - "# Generate a regression plot\n", - "sns.regplot(x='Population Density', y='No. of Cases (Lab Confirmed)', data=merged_top10Density)\n", + "# Plot the bar chart for Initial and Revised Budgets\n", + "dfRealgdp.plot(x='Year', y= ['Q1', 'Q2', 'Q3', 'Q4'], kind='bar', figsize=(12, 6), width=0.7)\n", + "plt.xlabel('Year')\n", + "plt.ylabel('Values')\n", + "plt.title('Realgdp')\n", + "plt.legend(['Q1', 'Q2', 'Q3', 'Q4'])\n", + "plt.tight_layout()\n", + "# Calculate the mean across all quarters\n", + "mean_value = dfRealgdp[['Q1', 'Q2', 'Q3', 'Q4']].mean(axis=1)\n", "\n", - "# Add labels and title\n", - "plt.xlabel('Population Density')\n", - "plt.ylabel('No. of Cases (Lab Confirmed)')\n", - "plt.title('Regression Plot: Population Density vs. No. of Cases (Lab Confirmed)')\n" + "# Draw a horizontal line across the bars at the mean value\n", + "plt.axhline(y=mean_value.mean(), color='blue', linestyle='--')\n" + ] + }, + { + "cell_type": "markdown", + "id": "ce37c2e1", + "metadata": {}, + "source": [ + "# Observation: \n", + "The real gdp of country in the 2nd quarter (Q2) dropped to what it was as at 2014 thereby resulting to the backwardness of the country's economy" ] }, { "cell_type": "code", "execution_count": null, - "id": "b6debb09", + "id": "3a65e340", "metadata": {}, "outputs": [ { @@ -19008,423 +15387,393 @@ " \n", " \n", " \n", - " Year\n", - " Q1\n", - " Q2\n", - " Q3\n", - " Q4\n", + " states\n", + " Initial_budget (Bn)\n", + " Revised_budget (Bn)\n", + " \n", + " \n", + " \n", + " \n", + " 0\n", + " Abia\n", + " 136.60\n", + " 102.70\n", + " \n", + " \n", + " 1\n", + " Adamawa\n", + " 183.30\n", + " 139.31\n", + " \n", + " \n", + " 2\n", + " Akwa-Ibom\n", + " 597.73\n", + " 366.00\n", + " \n", + " \n", + " 3\n", + " Anambra\n", + " 137.10\n", + " 112.80\n", + " \n", + " \n", + " 4\n", + " Bauchi\n", + " 167.20\n", + " 128.00\n", + " \n", + " \n", + " 5\n", + " Bayelsa\n", + " 242.18\n", + " 183.15\n", + " \n", + " \n", + " 6\n", + " Benue\n", + " 189.00\n", + " 119.00\n", + " \n", + " \n", + " 7\n", + " Borno\n", + " 146.80\n", + " 108.80\n", + " \n", + " \n", + " 8\n", + " Cross River\n", + " 1100.00\n", + " 147.10\n", + " \n", + " \n", + " 9\n", + " Delta\n", + " 395.50\n", + " 282.30\n", + " \n", + " \n", + " 10\n", + " Ebonyi\n", + " 178.40\n", + " 131.80\n", + " \n", + " \n", + " 11\n", + " Edo\n", + " 179.20\n", + " 128.80\n", + " \n", + " \n", + " 12\n", + " Ekiti\n", + " 124.50\n", + " 91.10\n", + " \n", + " \n", + " 13\n", + " Enugu\n", + " 169.56\n", + " 146.40\n", + " \n", + " \n", + " 14\n", + " Gombe\n", + " 130.83\n", + " 107.40\n", + " \n", + " \n", + " 15\n", + " Imo\n", + " 197.60\n", + " 108.30\n", " \n", - " \n", - " \n", " \n", - " 0\n", - " 2014\n", - " 15438679.50\n", - " 16084622.31\n", - " 17479127.58\n", - " 18150356.45\n", + " 16\n", + " Jigawa\n", + " 152.92\n", + " 124.00\n", " \n", " \n", - " 1\n", - " 2015\n", - " 16050601.38\n", - " 16463341.91\n", - " 17976234.59\n", - " 18533752.07\n", + " 17\n", + " Kaduna\n", + " 259.25\n", + " 223.60\n", " \n", " \n", - " 2\n", - " 2016\n", - " 15943714.54\n", - " 16218542.41\n", - " 17555441.69\n", - " 18213537.29\n", + " 18\n", + " Kano\n", + " 200.00\n", + " 138.00\n", " \n", " \n", - " 3\n", - " 2017\n", - " 15797965.83\n", - " 16334719.27\n", - " 17760228.17\n", - " 18598067.07\n", + " 19\n", + " Katsina\n", + " 244.00\n", + " 213.00\n", " \n", " \n", - " 4\n", - " 2018\n", - " 16096654.19\n", - " 16580508.07\n", - " 18081342.10\n", - " 19041437.59\n", + " 20\n", + " Kebbi\n", + " 138.00\n", + " 99.60\n", " \n", " \n", - " 5\n", - " 2019\n", - " 16434552.65\n", - " 16931434.89\n", - " 18494114.17\n", - " 19530000.00\n", + " 21\n", + " Kogi\n", + " 176.00\n", + " 102.00\n", " \n", " \n", - " 6\n", - " 2020\n", - " 16740000.00\n", - " 15890000.00\n", - " 17820000.00\n", - " 0.00\n", + " 22\n", + " Kwara\n", + " 160.00\n", + " 120.00\n", " \n", - " \n", - "\n", - "" - ], - "text/plain": [ - " Year Q1 Q2 Q3 Q4\n", - "0 2014 15438679.50 16084622.31 17479127.58 18150356.45\n", - "1 2015 16050601.38 16463341.91 17976234.59 18533752.07\n", - "2 2016 15943714.54 16218542.41 17555441.69 18213537.29\n", - "3 2017 15797965.83 16334719.27 17760228.17 18598067.07\n", - "4 2018 16096654.19 16580508.07 18081342.10 19041437.59\n", - "5 2019 16434552.65 16931434.89 18494114.17 19530000.00\n", - "6 2020 16740000.00 15890000.00 17820000.00 0.00" - ] - }, - "execution_count": 186, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "dfRealgdp" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7294b37b", - "metadata": {}, - "outputs": [], - "source": [ - "pre_covid_gdp = dfRealgdp[(dfRealgdp['Year'] >= 2014) & (dfRealgdp['Year'] <= 2019)].sum().sum()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "37143fa9", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "413801074.72" - ] - }, - "execution_count": 188, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "pre_covid_gdp" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "a3b30137", - "metadata": {}, - "outputs": [], - "source": [ - "q2_2020_gdp = dfRealgdp[dfRealgdp['Year'] == 2020]['Q2'].iloc[0]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "56a29596", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "15890000.0" - ] - }, - "execution_count": 190, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "q2_2020_gdp" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "11b80273", - "metadata": {}, - "outputs": [], - "source": [ - "percentage_change = ((pre_covid_gdp - q2_2020_gdp)/pre_covid_gdp)*100" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e4af1fa4", - "metadata": {}, - "outputs": [ - { - "data": { + " \n", + " 23\n", + " Lagos\n", + " 1680.00\n", + " 920.50\n", + " \n", + " \n", + " 24\n", + " Nasarawa\n", + " 108.40\n", + " 62.96\n", + " \n", + " \n", + " 25\n", + " Niger\n", + " 155.00\n", + " 98.00\n", + " \n", + " \n", + " 26\n", + " Ogun\n", + " 449.90\n", + " 280.00\n", + " \n", + " \n", + " 27\n", + " Ondo\n", + " 187.80\n", + " 151.40\n", + " \n", + " \n", + " 28\n", + " Osun\n", + " 119.60\n", + " 82.20\n", + " \n", + " \n", + " 29\n", + " Oyo\n", + " 213.00\n", + " 174.00\n", + " \n", + " \n", + " 30\n", + " Plateau\n", + " 177.30\n", + " 122.00\n", + " \n", + " \n", + " 31\n", + " Rivers\n", + " 530.80\n", + " 300.40\n", + " \n", + " \n", + " 32\n", + " Sokoto\n", + " 202.40\n", + " 153.00\n", + " \n", + " \n", + " 33\n", + " Taraba\n", + " 215.00\n", + " 150.50\n", + " \n", + " \n", + " 34\n", + " Yobe\n", + " 108.00\n", + " 86.00\n", + " \n", + " \n", + " 35\n", + " Zamfara\n", + " 188.50\n", + " 127.30\n", + " \n", + " \n", + " 36\n", + " FCT\n", + " 278.78\n", + " 199.00\n", + " \n", + " \n", + "\n", + "" + ], "text/plain": [ - "96.15999064024857" + " states Initial_budget (Bn) Revised_budget (Bn)\n", + "0 Abia 136.60 102.70\n", + "1 Adamawa 183.30 139.31\n", + "2 Akwa-Ibom 597.73 366.00\n", + "3 Anambra 137.10 112.80\n", + "4 Bauchi 167.20 128.00\n", + "5 Bayelsa 242.18 183.15\n", + "6 Benue 189.00 119.00\n", + "7 Borno 146.80 108.80\n", + "8 Cross River 1100.00 147.10\n", + "9 Delta 395.50 282.30\n", + "10 Ebonyi 178.40 131.80\n", + "11 Edo 179.20 128.80\n", + "12 Ekiti 124.50 91.10\n", + "13 Enugu 169.56 146.40\n", + "14 Gombe 130.83 107.40\n", + "15 Imo 197.60 108.30\n", + "16 Jigawa 152.92 124.00\n", + "17 Kaduna 259.25 223.60\n", + "18 Kano 200.00 138.00\n", + "19 Katsina 244.00 213.00\n", + "20 Kebbi 138.00 99.60\n", + "21 Kogi 176.00 102.00\n", + "22 Kwara 160.00 120.00\n", + "23 Lagos 1680.00 920.50\n", + "24 Nasarawa 108.40 62.96\n", + "25 Niger 155.00 98.00\n", + "26 Ogun 449.90 280.00\n", + "27 Ondo 187.80 151.40\n", + "28 Osun 119.60 82.20\n", + "29 Oyo 213.00 174.00\n", + "30 Plateau 177.30 122.00\n", + "31 Rivers 530.80 300.40\n", + "32 Sokoto 202.40 153.00\n", + "33 Taraba 215.00 150.50\n", + "34 Yobe 108.00 86.00\n", + "35 Zamfara 188.50 127.30\n", + "36 FCT 278.78 199.00" ] }, - "execution_count": 192, + "execution_count": 163, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "percentage_change" + "dfBudget" ] }, { "cell_type": "code", "execution_count": null, - "id": "2ef3bc08", + "id": "2a31bcf6", "metadata": {}, "outputs": [], "source": [ - "# Check if dfRealgdp is a Series\n", - "if isinstance(dfRealgdp, pd.Series):\n", - " # Convert the Series to DataFrame with 'Year' as a new column\n", - " dfRealgdp1 = dfRealgdp.reset_index()" + "Highest_initial = dfBudget.loc[dfBudget['Initial_budget (Bn)'].idxmax(), 'states']\n", + "Lowest_initial = dfBudget.loc[dfBudget['Initial_budget (Bn)'].idxmin(), 'states']\n", + "Highest_revised = dfBudget.loc[dfBudget['Revised_budget (Bn)'].idxmax(), 'states']\n", + "Lowest_revised = dfBudget.loc[dfBudget['Revised_budget (Bn)'].idxmin(), 'states']\n", + "#dfBudget_Percentage_Change = ((dfBudget['Revised_budget (Bn)'] - dfBudget['Initial_budget (Bn)']) / dfBudget['Initial_budget (Bn)']) * 100\n", + "df_modified = dfBudget.copy()\n", + "df_modified['Budget_Diff'] = dfBudget['Initial_budget (Bn)'] - dfBudget['Revised_budget (Bn)']\n", + "df_modified['dfBudget_Percentage_Change'] = ((dfBudget['Initial_budget (Bn)'] - dfBudget['Revised_budget (Bn)']) / dfBudget['Initial_budget (Bn)']) * 100" ] }, { "cell_type": "code", - "execution_count": null, - "id": "1ba5bae2", + "execution_count": 233, + "id": "a8d88dd6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Index(['Year', 'Q1', 'Q2', 'Q3', 'Q4'], dtype='object')" + "'Lagos'" ] }, - "execution_count": 194, + "execution_count": 233, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfRealgdp.columns" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "263a27d3", - "metadata": {}, - "outputs": [], - "source": [ - "# Set 'Year' column as the index for easier plotting\n", - "dfRealgdp.set_index('Year', inplace=True)" + "Highest_initial" ] }, { "cell_type": "code", - "execution_count": 298, - "id": "006ddaa7", + "execution_count": 234, + "id": "db783810", "metadata": {}, "outputs": [ { "data": { - 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" - ], "text/plain": [ - " Year Q1 Q2 Q3 Q4\n", - "0 2014 15438679.50 16084622.31 17479127.58 18150356.45\n", - "1 2015 16050601.38 16463341.91 17976234.59 18533752.07\n", - "2 2016 15943714.54 16218542.41 17555441.69 18213537.29\n", - "3 2017 15797965.83 16334719.27 17760228.17 18598067.07\n", - "4 2018 16096654.19 16580508.07 18081342.10 19041437.59\n", - "5 2019 16434552.65 16931434.89 18494114.17 19530000.00\n", - "6 2020 16740000.00 15890000.00 17820000.00 0.00" + "'Lagos'" ] }, - "execution_count": 298, + "execution_count": 234, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfRealgdp" + "Highest_revised" ] }, { "cell_type": "code", - "execution_count": 317, - "id": "afd1d112", + "execution_count": 235, + "id": "f3855005", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "'Yobe'" ] }, - "execution_count": 317, + "execution_count": 235, "metadata": {}, "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ - "# Plot the bar chart for Initial and Revised Budgets\n", - "dfRealgdp.plot(x='Year', y= ['Q1', 'Q2', 'Q3', 'Q4'], kind='bar', figsize=(12, 6), width=0.7)\n", - "plt.xlabel('Year')\n", - "plt.ylabel('Values')\n", - "plt.title('Realgdp')\n", - "plt.legend(['Q1', 'Q2', 'Q3', 'Q4'])\n", - "plt.tight_layout()\n", - "# Calculate the mean across all quarters\n", - "mean_value = dfRealgdp[['Q1', 'Q2', 'Q3', 'Q4']].mean(axis=1)\n", - "\n", - "# Draw a horizontal line across the bars at the mean value\n", - "plt.axhline(y=mean_value.mean(), color='blue', linestyle='--')\n" + "Lowest_initial" ] }, { "cell_type": "code", - "execution_count": 299, - "id": "5960bb99", + "execution_count": 236, + "id": "e4dff866", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" + "'Nasarawa'" ] }, + "execution_count": 236, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "# Plot the bar chart\n", - "fig, axes = plt.subplots(nrows=len(dfRealgdp.index), ncols=1, figsize=(10, 8), sharex=True)\n", - "for i, year in enumerate(dfRealgdp.index):\n", - " dfRealgdp.loc[year].plot(kind='barh', ax=axes[i], color=['#1f77b4', '#ff7f0e', '#2ca02c', '#d62728'])\n", - " axes[i].set_ylabel('GDP')\n", - " axes[i].set_title(f'Year {year}')\n", - "plt.xlabel('Quarters')\n", - "\n", - "# Adjust the layout\n", - "plt.tight_layout()\n" + "Lowest_revised" ] }, { "cell_type": "code", - "execution_count": null, - "id": "3a65e340", + "execution_count": 228, + "id": "23650d74", "metadata": {}, "outputs": [ { @@ -19451,6 +15800,8 @@ " states\n", " Initial_budget (Bn)\n", " Revised_budget (Bn)\n", + " Budget_Diff\n", + " dfBudget_Percentage_Change\n", " \n", " \n", " \n", @@ -19459,288 +15810,401 @@ " Abia\n", " 136.60\n", " 102.70\n", + " 33.90\n", + " 24.816984\n", " \n", " \n", " 1\n", " Adamawa\n", " 183.30\n", " 139.31\n", + " 43.99\n", + " 23.998909\n", " \n", " \n", " 2\n", " Akwa-Ibom\n", " 597.73\n", " 366.00\n", + " 231.73\n", + " 38.768340\n", " \n", " \n", " 3\n", " Anambra\n", " 137.10\n", " 112.80\n", + " 24.30\n", + " 17.724289\n", " \n", " \n", " 4\n", " Bauchi\n", " 167.20\n", " 128.00\n", + " 39.20\n", + " 23.444976\n", " \n", " \n", " 5\n", " Bayelsa\n", " 242.18\n", " 183.15\n", + " 59.03\n", + " 24.374432\n", " \n", " \n", " 6\n", " Benue\n", " 189.00\n", " 119.00\n", + " 70.00\n", + " 37.037037\n", " \n", " \n", " 7\n", " Borno\n", " 146.80\n", " 108.80\n", + " 38.00\n", + " 25.885559\n", " \n", " \n", " 8\n", " Cross River\n", " 1100.00\n", " 147.10\n", + " 952.90\n", + " 86.627273\n", " \n", " \n", " 9\n", " Delta\n", " 395.50\n", " 282.30\n", + " 113.20\n", + " 28.621997\n", " \n", " \n", " 10\n", " Ebonyi\n", " 178.40\n", " 131.80\n", + " 46.60\n", + " 26.121076\n", " \n", " \n", " 11\n", " Edo\n", " 179.20\n", " 128.80\n", + " 50.40\n", + " 28.125000\n", " \n", " \n", " 12\n", " Ekiti\n", " 124.50\n", " 91.10\n", + " 33.40\n", + " 26.827309\n", " \n", " \n", " 13\n", " Enugu\n", " 169.56\n", " 146.40\n", + " 23.16\n", + " 13.658882\n", " \n", " \n", " 14\n", " Gombe\n", " 130.83\n", " 107.40\n", + " 23.43\n", + " 17.908737\n", " \n", " \n", " 15\n", " Imo\n", " 197.60\n", " 108.30\n", + " 89.30\n", + " 45.192308\n", " \n", " \n", " 16\n", " Jigawa\n", " 152.92\n", " 124.00\n", + " 28.92\n", + " 18.911849\n", " \n", " \n", " 17\n", " Kaduna\n", " 259.25\n", " 223.60\n", + " 35.65\n", + " 13.751205\n", " \n", " \n", " 18\n", " Kano\n", " 200.00\n", " 138.00\n", + " 62.00\n", + " 31.000000\n", " \n", " \n", " 19\n", " Katsina\n", " 244.00\n", " 213.00\n", + " 31.00\n", + " 12.704918\n", " \n", " \n", " 20\n", " Kebbi\n", " 138.00\n", " 99.60\n", + " 38.40\n", + " 27.826087\n", " \n", " \n", " 21\n", " Kogi\n", " 176.00\n", " 102.00\n", + " 74.00\n", + " 42.045455\n", " \n", " \n", " 22\n", " Kwara\n", " 160.00\n", " 120.00\n", + " 40.00\n", + " 25.000000\n", " \n", " \n", " 23\n", " Lagos\n", " 1680.00\n", " 920.50\n", + " 759.50\n", + " 45.208333\n", " \n", " \n", " 24\n", " Nasarawa\n", " 108.40\n", " 62.96\n", + " 45.44\n", + " 41.918819\n", " \n", " \n", " 25\n", " Niger\n", " 155.00\n", " 98.00\n", + " 57.00\n", + " 36.774194\n", " \n", " \n", " 26\n", " Ogun\n", " 449.90\n", " 280.00\n", + " 169.90\n", + " 37.763948\n", " \n", " \n", " 27\n", " Ondo\n", " 187.80\n", " 151.40\n", + " 36.40\n", + " 19.382322\n", " \n", " \n", " 28\n", " Osun\n", " 119.60\n", " 82.20\n", + " 37.40\n", + " 31.270903\n", " \n", " \n", " 29\n", " Oyo\n", " 213.00\n", " 174.00\n", + " 39.00\n", + " 18.309859\n", " \n", " \n", " 30\n", " Plateau\n", " 177.30\n", " 122.00\n", + " 55.30\n", + " 31.190073\n", " \n", " \n", " 31\n", " Rivers\n", " 530.80\n", " 300.40\n", + " 230.40\n", + " 43.406179\n", " \n", " \n", " 32\n", " Sokoto\n", " 202.40\n", " 153.00\n", + " 49.40\n", + " 24.407115\n", " \n", " \n", " 33\n", " Taraba\n", " 215.00\n", " 150.50\n", + " 64.50\n", + " 30.000000\n", " \n", " \n", " 34\n", " Yobe\n", " 108.00\n", " 86.00\n", + " 22.00\n", + " 20.370370\n", " \n", " \n", " 35\n", " Zamfara\n", " 188.50\n", " 127.30\n", + " 61.20\n", + " 32.466844\n", " \n", " \n", " 36\n", " FCT\n", " 278.78\n", " 199.00\n", + " 79.78\n", + " 28.617548\n", " \n", " \n", "\n", "" ], "text/plain": [ - " states Initial_budget (Bn) Revised_budget (Bn)\n", - "0 Abia 136.60 102.70\n", - "1 Adamawa 183.30 139.31\n", - "2 Akwa-Ibom 597.73 366.00\n", - "3 Anambra 137.10 112.80\n", - "4 Bauchi 167.20 128.00\n", - "5 Bayelsa 242.18 183.15\n", - "6 Benue 189.00 119.00\n", - "7 Borno 146.80 108.80\n", - "8 Cross River 1100.00 147.10\n", - "9 Delta 395.50 282.30\n", - "10 Ebonyi 178.40 131.80\n", - "11 Edo 179.20 128.80\n", - "12 Ekiti 124.50 91.10\n", - "13 Enugu 169.56 146.40\n", - "14 Gombe 130.83 107.40\n", - "15 Imo 197.60 108.30\n", - "16 Jigawa 152.92 124.00\n", - "17 Kaduna 259.25 223.60\n", - "18 Kano 200.00 138.00\n", - "19 Katsina 244.00 213.00\n", - "20 Kebbi 138.00 99.60\n", - "21 Kogi 176.00 102.00\n", - "22 Kwara 160.00 120.00\n", - "23 Lagos 1680.00 920.50\n", - "24 Nasarawa 108.40 62.96\n", - "25 Niger 155.00 98.00\n", - "26 Ogun 449.90 280.00\n", - "27 Ondo 187.80 151.40\n", - "28 Osun 119.60 82.20\n", - "29 Oyo 213.00 174.00\n", - "30 Plateau 177.30 122.00\n", - "31 Rivers 530.80 300.40\n", - "32 Sokoto 202.40 153.00\n", - "33 Taraba 215.00 150.50\n", - "34 Yobe 108.00 86.00\n", - "35 Zamfara 188.50 127.30\n", - "36 FCT 278.78 199.00" + " states Initial_budget (Bn) Revised_budget (Bn) Budget_Diff \\\n", + "0 Abia 136.60 102.70 33.90 \n", + "1 Adamawa 183.30 139.31 43.99 \n", + "2 Akwa-Ibom 597.73 366.00 231.73 \n", + "3 Anambra 137.10 112.80 24.30 \n", + "4 Bauchi 167.20 128.00 39.20 \n", + "5 Bayelsa 242.18 183.15 59.03 \n", + "6 Benue 189.00 119.00 70.00 \n", + "7 Borno 146.80 108.80 38.00 \n", + "8 Cross River 1100.00 147.10 952.90 \n", + "9 Delta 395.50 282.30 113.20 \n", + "10 Ebonyi 178.40 131.80 46.60 \n", + "11 Edo 179.20 128.80 50.40 \n", + "12 Ekiti 124.50 91.10 33.40 \n", + "13 Enugu 169.56 146.40 23.16 \n", + "14 Gombe 130.83 107.40 23.43 \n", + "15 Imo 197.60 108.30 89.30 \n", + "16 Jigawa 152.92 124.00 28.92 \n", + "17 Kaduna 259.25 223.60 35.65 \n", + "18 Kano 200.00 138.00 62.00 \n", + "19 Katsina 244.00 213.00 31.00 \n", + "20 Kebbi 138.00 99.60 38.40 \n", + "21 Kogi 176.00 102.00 74.00 \n", + "22 Kwara 160.00 120.00 40.00 \n", + "23 Lagos 1680.00 920.50 759.50 \n", + "24 Nasarawa 108.40 62.96 45.44 \n", + "25 Niger 155.00 98.00 57.00 \n", + "26 Ogun 449.90 280.00 169.90 \n", + "27 Ondo 187.80 151.40 36.40 \n", + "28 Osun 119.60 82.20 37.40 \n", + "29 Oyo 213.00 174.00 39.00 \n", + "30 Plateau 177.30 122.00 55.30 \n", + "31 Rivers 530.80 300.40 230.40 \n", + "32 Sokoto 202.40 153.00 49.40 \n", + "33 Taraba 215.00 150.50 64.50 \n", + "34 Yobe 108.00 86.00 22.00 \n", + "35 Zamfara 188.50 127.30 61.20 \n", + "36 FCT 278.78 199.00 79.78 \n", + "\n", + " dfBudget_Percentage_Change \n", + "0 24.816984 \n", + "1 23.998909 \n", + "2 38.768340 \n", + "3 17.724289 \n", + "4 23.444976 \n", + "5 24.374432 \n", + "6 37.037037 \n", + "7 25.885559 \n", + "8 86.627273 \n", + "9 28.621997 \n", + "10 26.121076 \n", + "11 28.125000 \n", + "12 26.827309 \n", + "13 13.658882 \n", + "14 17.908737 \n", + "15 45.192308 \n", + "16 18.911849 \n", + "17 13.751205 \n", + "18 31.000000 \n", + "19 12.704918 \n", + "20 27.826087 \n", + "21 42.045455 \n", + "22 25.000000 \n", + "23 45.208333 \n", + "24 41.918819 \n", + "25 36.774194 \n", + "26 37.763948 \n", + "27 19.382322 \n", + "28 31.270903 \n", + "29 18.309859 \n", + "30 31.190073 \n", + "31 43.406179 \n", + "32 24.407115 \n", + "33 30.000000 \n", + "34 20.370370 \n", + "35 32.466844 \n", + "36 28.617548 " ] }, - "execution_count": 198, + "execution_count": 228, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfBudget" + "df_modified" ] }, { "cell_type": "code", - "execution_count": null, - "id": "6a616b1f", + "execution_count": 242, + "id": "14850bf8", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, "metadata": {}, @@ -19749,14 +16213,38 @@ ], "source": [ "# Plot the bar chart for Initial and Revised Budgets\n", - "dfBudget.plot(x='states', y=['Initial_budget (Bn)', 'Revised_budget (Bn)'], kind='bar', figsize=(12, 6))\n", + "df_modified.plot(x='states', y=['Initial_budget (Bn)', 'Revised_budget (Bn)', 'Budget_Diff', 'dfBudget_Percentage_Change'], kind='bar', width=1, figsize=(18, 9))\n", "plt.xlabel('States')\n", "plt.ylabel('Budget (Bn)')\n", - "plt.title('Initial and Revised Budgets of States')\n", + "plt.title('Budget Analysis')\n", "plt.xticks(rotation=90)\n", - "plt.legend(['Initial Budget', 'Revised Budget'])\n", + "plt.legend(['Initial_budget (Bn)', 'Revised_budget (Bn)', 'Budget_Diff', 'dfBudget_Percentage_Change'])\n", "plt.tight_layout()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "632f88c0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0419a057", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f1af5f05", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { From 053afbd3062da4a1a9291a60a07841e584cc3049 Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Wed, 9 Aug 2023 13:16:00 +0100 Subject: [PATCH 25/35] Done --- My_Capstone Project-Copy1.ipynb | 1008 ++++++++++++++++++++++++------- 1 file changed, 800 insertions(+), 208 deletions(-) diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index 0a73fb7a..34529b2f 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -68,7 +68,7 @@ { "data": { "text/plain": [ - "('comfirmed_cases.csv', )" + "('comfirmed_cases.csv', )" ] }, "execution_count": 4, @@ -1296,7 +1296,7 @@ { "data": { "text/plain": [ - "('recovered_cases.csv', )" + "('recovered_cases.csv', )" ] }, "execution_count": 15, @@ -2529,7 +2529,7 @@ { "data": { "text/plain": [ - "('death_cases.csv', )" + "('death_cases.csv', )" ] }, "execution_count": 26, @@ -3387,7 +3387,7 @@ { "data": { "text/plain": [ - "('external_cases.csv', )" + "('external_cases.csv', )" ] }, "execution_count": 36, @@ -4292,7 +4292,7 @@ { "data": { "text/plain": [ - "('covid_cases.csv', )" + "('covid_cases.csv', )" ] }, "execution_count": 47, @@ -5276,7 +5276,7 @@ { "data": { "text/plain": [ - "('budget_cases.csv', )" + "('budget_cases.csv', )" ] }, "execution_count": 58, @@ -5658,7 +5658,7 @@ }, { "cell_type": "code", - "execution_count": 208, + "execution_count": 63, "id": "0f9b342a", "metadata": {}, "outputs": [], @@ -5668,7 +5668,7 @@ }, { "cell_type": "code", - "execution_count": 209, + "execution_count": 64, "id": "2f496008", "metadata": {}, "outputs": [], @@ -5678,17 +5678,17 @@ }, { "cell_type": "code", - "execution_count": 210, + "execution_count": 65, "id": "51d63fbe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('Realgdp_cases.csv', )" + "('Realgdp_cases.csv', )" ] }, - "execution_count": 210, + "execution_count": 65, "metadata": {}, "output_type": "execute_result" } @@ -5699,7 +5699,7 @@ }, { "cell_type": "code", - "execution_count": 212, + "execution_count": 66, "id": "bb208222", "metadata": {}, "outputs": [], @@ -5709,7 +5709,7 @@ }, { "cell_type": "code", - "execution_count": 213, + "execution_count": 67, "id": "18261d23", "metadata": { "collapsed": true @@ -5815,7 +5815,7 @@ "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 213, + "execution_count": 67, "metadata": {}, "output_type": "execute_result" } @@ -5826,7 +5826,7 @@ }, { "cell_type": "code", - "execution_count": 214, + "execution_count": 68, "id": "8d5916d8", "metadata": { "collapsed": true @@ -6649,7 +6649,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 74, @@ -13270,7 +13270,7 @@ }, { "data": { - "image/png": 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", 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0\n", + " 0.4\n", + " 0.4\n", + " 0\n", + " 0.8\n", + " 0.1\n", + " 0.2\n", + " 1\n", + " \n", + " \n", + " 18\n", + " Bauchi\n", + " 897\n", + " 108\n", + " 775\n", + " 14\n", + " North East\n", + " 7270000\n", + " 0\n", + " 0\n", + " 0.2\n", + " 0.8\n", + " 0\n", + " 0.2\n", + " 0.8\n", + " 0.8\n", + " 0\n", + " \n", + " \n", + " 19\n", + " Borno\n", + " 778\n", + " 37\n", + " 705\n", + " 36\n", + " North East\n", + " 6651000\n", + " 0\n", + " 0\n", + " 0.1\n", + " 1.0\n", + " 1\n", + " 0.1\n", + " 0.7\n", + " 0.9\n", + " 0\n", + " \n", + " \n", + " 20\n", + " Imo\n", + " 734\n", + " 61\n", + " 661\n", + " 12\n", + " South East\n", + " 6018000\n", + " 0\n", + " 1\n", + " 0.9\n", + " 0.0\n", + " 0\n", + " 0.9\n", + " 0.4\n", + " 0.0\n", + " 1\n", + " \n", + " \n", + " 21\n", + " Benue\n", + " 515\n", + " 44\n", + " 460\n", + " 11\n", + " North Central\n", + " 6376000\n", + " 0\n", + " 0\n", + " 0.5\n", + " 0.7\n", + " 0\n", + " 0.4\n", + " 0.3\n", + " 0.5\n", + " 0\n", + " \n", + " \n", + " 22\n", + " Bayelsa\n", + " 497\n", + " 55\n", + " 421\n", + " 21\n", + " South South\n", + " 2606000\n", + " 0\n", + " 0\n", + " 0.6\n", + " 0.1\n", + " 0\n", + " 0.5\n", + " 0.2\n", + " 0.7\n", + " 1\n", + " \n", + " \n", + " 23\n", + " Ekiti\n", + " 405\n", + " 24\n", + " 375\n", + " 6\n", + " South West\n", + " 3593000\n", + " 0\n", + " 0\n", + " 0.3\n", + " 0.5\n", + " 0\n", + " 0.8\n", + " 0.1\n", + " 0.4\n", + " 1\n", + " \n", + " \n", + " 24\n", + " Akwa Ibom\n", + " 395\n", + " 44\n", + " 342\n", + " 9\n", + " South East\n", + " 6093000\n", + " 0\n", + " 0\n", + " 0.7\n", + " 0.6\n", + " 0\n", + " 0.8\n", + " 0.5\n", + " 0.1\n", + " 1\n", + " \n", + " \n", + " 25\n", + " Jigawa\n", + " 386\n", + " 57\n", + " 318\n", + " 11\n", + " North West\n", + " 6435000\n", + " 0\n", + " 0\n", + " 0.0\n", + " 0.7\n", + " 0\n", + " 0.5\n", + " 0.9\n", + " 0.8\n", + " 0\n", + " \n", + " \n", + " 26\n", + " Niger\n", + " 381\n", + " 69\n", + " 300\n", + " 12\n", + " North Central\n", + " 6260000\n", + " 0\n", + " 0\n", + " 0.6\n", + " 0.3\n", + " 0\n", + " 0.1\n", + " 0.8\n", + " 0.8\n", + " 0\n", + " \n", + " \n", + " 27\n", + " Adamawa\n", + " 355\n", + " 96\n", + " 238\n", + " 21\n", + " North East\n", + " 4672000\n", + " 0\n", + " 0\n", + " 0.6\n", + " 0.9\n", + " 0\n", + " 0.3\n", + " 0.7\n", + " 0.6\n", + " 0\n", + " \n", + " \n", + " 28\n", + " Anambra\n", + " 299\n", + " 6\n", + " 274\n", + " 19\n", + " South East\n", + " 6050000\n", + " 0\n", + " 0\n", + " 1.0\n", + " 0.6\n", + " 0\n", + " 1.0\n", + " 0.0\n", + " 0.1\n", + " 1\n", + " \n", + " \n", + " 29\n", + " Sokoto\n", + " 228\n", + " 40\n", + " 171\n", + " 17\n", + " North West\n", + " 5612000\n", + " 0\n", + " 0\n", + " 0.2\n", + " 0.4\n", + " 0\n", + " 0.3\n", + " 1.0\n", + " 1.0\n", + " 0\n", + " \n", + " \n", + " 30\n", + " Taraba\n", + " 203\n", + " 19\n", + " 177\n", + " 7\n", + " North East\n", + " 3387000\n", + " 0\n", + " 0\n", + " 0.8\n", + " 0.9\n", + " 0\n", + " 0.0\n", + " 0.7\n", + " 0.9\n", + " 0\n", + " \n", + " \n", + " 31\n", + " Yobe\n", + " 164\n", + " 33\n", + " 123\n", + " 8\n", + " North East\n", + " 3723000\n", + " 1\n", + " 0\n", + " 0.3\n", + " 1.0\n", + " 0\n", + " 0.0\n", + " 0.9\n", + " 1.0\n", + " 0\n", + " \n", + " \n", + " 32\n", + " Kebbi\n", + " 143\n", + " 5\n", + " 130\n", + " 8\n", + " North West\n", + " 4968000\n", + " 0\n", + " 0\n", + " 0.3\n", + " 0.4\n", + " 0\n", + " 0.1\n", + " 0.9\n", + " 0.9\n", + " 0\n", + " \n", + " \n", + " 33\n", + " Kogi\n", + " 5\n", + " 0\n", + " 3\n", + " 2\n", + " North Central\n", + " 4970000\n", + " 0\n", + " 0\n", + " 0.2\n", + " 0.5\n", + " 0\n", + " 0.4\n", + " 0.3\n", + " 0.6\n", + " 0\n", + " \n", " \n", "\n", "" ], "text/plain": [ - " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", - "0 Lagos 26708 2435 \n", - "1 FCT 9627 2840 \n", - "2 Kaduna 4504 579 \n", - "3 Plateau 4262 280 \n", - "4 Oyo 3788 368 \n", + " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26708 2435 \n", + "1 FCT 9627 2840 \n", + "2 Kaduna 4504 579 \n", + "3 Plateau 4262 280 \n", + "4 Oyo 3788 368 \n", + "5 Rivers 3279 232 \n", + "6 Edo 2768 52 \n", + "7 Ogun 2382 174 \n", + "8 Kano 2032 198 \n", + "9 Delta 1843 57 \n", + "10 Ondo 1793 62 \n", + "11 Katsina 1405 214 \n", + "12 Enugu 1376 34 \n", + "13 Kwara 1296 171 \n", + "14 Gombe 1164 183 \n", + "15 Ebonyi 1091 24 \n", + "16 Abia 980 25 \n", + "17 Osun 979 20 \n", + "18 Bauchi 897 108 \n", + "19 Borno 778 37 \n", + "20 Imo 734 61 \n", + "21 Benue 515 44 \n", + "22 Bayelsa 497 55 \n", + "23 Ekiti 405 24 \n", + "24 Akwa Ibom 395 44 \n", + "25 Jigawa 386 57 \n", + "26 Niger 381 69 \n", + "27 Adamawa 355 96 \n", + "28 Anambra 299 6 \n", + "29 Sokoto 228 40 \n", + "30 Taraba 203 19 \n", + "31 Yobe 164 33 \n", + "32 Kebbi 143 5 \n", + "33 Kogi 5 0 \n", "\n", - " No. Discharged No. of Deaths region Population \\\n", - "0 24037 236 South West 13992000 \n", - "1 6694 93 North Central 4865000 \n", - "2 3877 48 North West 9227000 \n", - "3 3948 34 North Central 4766000 \n", - "4 3374 46 South West 8737000 \n", + " No. Discharged No. of Deaths region Population \\\n", + "0 24037 236 South West 13992000 \n", + "1 6694 93 North Central 4865000 \n", + "2 3877 48 North West 9227000 \n", + "3 3948 34 North Central 4766000 \n", + "4 3374 46 South West 8737000 \n", + "5 2987 60 South South 7763000 \n", + "6 2603 113 South South 4705000 \n", + "7 2175 33 South West 5878000 \n", + "8 1778 56 North West 14726000 \n", + "9 1737 49 South South 6303000 \n", + "10 1690 41 South West 5185000 \n", + "11 1167 24 North West 8713000 \n", + "12 1321 21 South East 4801000 \n", + "13 1094 31 North Central 3524000 \n", + "14 950 31 North East 3692000 \n", + "15 1037 30 South South 3192000 \n", + "16 945 10 South East 4190000 \n", + "17 937 22 South West 5252000 \n", + "18 775 14 North East 7270000 \n", + "19 705 36 North East 6651000 \n", + "20 661 12 South East 6018000 \n", + "21 460 11 North Central 6376000 \n", + "22 421 21 South South 2606000 \n", + "23 375 6 South West 3593000 \n", + "24 342 9 South East 6093000 \n", + "25 318 11 North West 6435000 \n", + "26 300 12 North Central 6260000 \n", + "27 238 21 North East 4672000 \n", + "28 274 19 South East 6050000 \n", + "29 171 17 North West 5612000 \n", + "30 177 7 North East 3387000 \n", + "31 123 8 North East 3723000 \n", + "32 130 8 North West 4968000 \n", + "33 3 2 North Central 4970000 \n", "\n", - " Overall CCVI Index Age Epidemiological Fragility Health System \\\n", - "0 0 0 1.0 0.3 0 \n", - "1 0 0 0.9 0.4 0 \n", - "2 0 0 0.9 0.8 0 \n", - "3 0 0 0.4 0.8 0 \n", - "4 0 0 0.8 0.2 0 \n", + " Overall CCVI Index Age Epidemiological Fragility Health System \\\n", + "0 0 0 1.0 0.3 0 \n", + "1 0 0 0.9 0.4 0 \n", + "2 0 0 0.9 0.8 0 \n", + "3 0 0 0.4 0.8 0 \n", + "4 0 0 0.8 0.2 0 \n", + "5 0 0 0.9 0.6 0 \n", + "6 0 0 0.8 0.1 0 \n", + "7 0 0 0.7 0.5 0 \n", + "8 0 0 0.1 0.3 0 \n", + "9 0 0 0.7 0.2 1 \n", + "10 0 0 0.5 0.1 0 \n", + "11 0 0 0.1 0.3 0 \n", + "12 0 0 0.4 0.0 0 \n", + "13 0 0 0.3 0.2 0 \n", + "14 1 0 0.4 0.9 0 \n", + "15 0 1 0.0 0.6 0 \n", + "16 0 0 0.6 0.1 0 \n", + "17 0 0 0.4 0.4 0 \n", + "18 0 0 0.2 0.8 0 \n", + "19 0 0 0.1 1.0 1 \n", + "20 0 1 0.9 0.0 0 \n", + "21 0 0 0.5 0.7 0 \n", + "22 0 0 0.6 0.1 0 \n", + "23 0 0 0.3 0.5 0 \n", + "24 0 0 0.7 0.6 0 \n", + "25 0 0 0.0 0.7 0 \n", + "26 0 0 0.6 0.3 0 \n", + "27 0 0 0.6 0.9 0 \n", + "28 0 0 1.0 0.6 0 \n", + "29 0 0 0.2 0.4 0 \n", + "30 0 0 0.8 0.9 0 \n", + "31 1 0 0.3 1.0 0 \n", + "32 0 0 0.3 0.4 0 \n", + "33 0 0 0.2 0.5 0 \n", "\n", - " Population Density Socio-Economic Transport Availability Acute IHR \n", - "0 1.0 0.1 0.4 0 \n", - "1 0.9 0.6 0.2 0 \n", - "2 0.4 0.6 0.4 0 \n", - "3 0.3 0.5 0.3 0 \n", - "4 0.6 0.2 0.3 1 " + " Population Density Socio-Economic Transport Availability Acute IHR \n", + "0 1.0 0.1 0.4 0 \n", + "1 0.9 0.6 0.2 0 \n", + "2 0.4 0.6 0.4 0 \n", + "3 0.3 0.5 0.3 0 \n", + "4 0.6 0.2 0.3 1 \n", + "5 0.9 0.1 0.1 1 \n", + "6 0.5 0.4 0.3 1 \n", + "7 0.6 0.0 0.2 1 \n", + "8 0.8 0.8 0.5 0 \n", + "9 0.6 0.5 0.4 1 \n", + "10 0.6 0.3 0.3 1 \n", + "11 0.6 0.9 0.8 0 \n", + "12 0.7 0.4 0.1 1 \n", + "13 0.2 0.6 0.7 0 \n", + "14 0.3 0.8 0.7 0 \n", + "15 0.7 0.3 0.6 1 \n", + "16 0.9 0.2 0.0 1 \n", + "17 0.8 0.1 0.2 1 \n", + "18 0.2 0.8 0.8 0 \n", + "19 0.1 0.7 0.9 0 \n", + "20 0.9 0.4 0.0 1 \n", + "21 0.4 0.3 0.5 0 \n", + "22 0.5 0.2 0.7 1 \n", + "23 0.8 0.1 0.4 1 \n", + "24 0.8 0.5 0.1 1 \n", + "25 0.5 0.9 0.8 0 \n", + "26 0.1 0.8 0.8 0 \n", + "27 0.3 0.7 0.6 0 \n", + "28 1.0 0.0 0.1 1 \n", + "29 0.3 1.0 1.0 0 \n", + "30 0.0 0.7 0.9 0 \n", + "31 0.0 0.9 1.0 0 \n", + "32 0.1 0.9 0.9 0 \n", + "33 0.4 0.3 0.6 0 " ] }, "execution_count": 165, @@ -14258,7 +14925,7 @@ } ], "source": [ - "merged_data.head()" + "merged_data" ] }, { @@ -14579,7 +15246,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 168, @@ -14824,7 +15491,7 @@ }, { "data": { - "image/png": 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", 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ffviBH3/8keHDh5fpGHs7m3NDbm4u//znP0sda+A+t65bt45169Yxf/583n333Qp/fKvquuuuY/Hixdjtdn777bcK16B5OhkRERH06dOn0uc0m81cccUVLFiwgN9//52nn3663DXCmqaxdOlSwD3V1NNZ3rlzJ6NGjSI3N7fU/dPS0khLS2PZsmVceeWVvPTSSzW2zOGJJ57gr7/+IjMzk7feeouLL76YBg0anNFzaJrGm2++WWb0wG63s2vXLnbt2sXXX3/Nq6++Wu2ddZvNxgsvvMCvv/5a6naHw8HmzZvZvHkzc+fO5Y033tBHLqtDbm4u69atA9ydsKpm4gwKCmLRokXlXmRwuVxMnjyZb775psy2nJwccnJy2LZtG99++y0ffPBBmem1L774YpkkMrm5ueTm5rJz507mzp3LW2+9VeZCnaZpvPPOO3z22Wdomqbfbrfb2bZtG9u2bWP+/PlMmTKlTBBQk8ewZzr95ZdffkaPq6rs7Gwef/xxtm7dWmZbRkYGa9asYc2aNfz000+8/fbbFfY3Fi1axBdffFGqv7Z371727t3LN998wzvvvFNu8FSRmji2oHr6QOvWreO5554rFUTa7Xa9f+G5iFrdJkyYwLJly/R/JyUl0bRp01L3yc7OZtiwYSQlJem32Ww2Vq9ezdq1a3njjTdwOp2MHz8em82m3yc1NZV58+axdu1aZs+eXebzS09P5/HHH2f37t2lbj9x4gTLli1j2bJl3HDDDTzzzDNlLgZU9J3ev38/b7/9Nn/88Ycee1Tm8ssvZ//+/SxYsKBuBXmbN29mzZo1ALRp06bMj8f69esZP348qqrSqlUr7r//fjp37oyiKGzZsoUPPviAffv28cwzz/Dee++VOjkVFxfrAV5QUBAPPPAAV1xxBRaLhXXr1jF9+nS++uqr044sLVq0iJiYGJ577jk6dOjA7t279QWgqqry1FNP8ddff2E0GrnjjjsYNGgQ9erV48SJEyxZsoQvv/yS1atX8/zzz/PGG2/or5eSksLkyZNRVZVevXpx77330rRpU1RVZfv27bzzzjscOXKEKVOmcMkll9CoUaNzelxltm/fzpNPPonNZiMyMpIHHniAPn36EBISwq5du/jggw/0dTtGo7HCdK0vvfQSRqOR0aNHc9lllxESEsLmzZt58803SU1N1TM/Xnzxxadt09k6duyYHqhWNbvm8uXLmThxIqqq0qBBAx566CF69OiByWRi8+bNvPfeeyQlJfHmm28SFBSkX3165plnePLJJ/nHP/5Bamoq11xzDU8//TRQetpBo0aNsFgsVUpFfq527Nih/52YmKj/nZuby2OPPcaRI0f0Y/W6664jLi6OY8eO8fXXX7NkyRLWrl3Lk08+yTvvvFPu1clPPvmEoqIi+vXrx3333UfDhg3Zs2cP06ZNY/fu3cyYMYP69euXGhWvyff68ssvo2ka7dq144EHHqBVq1ZYrVZSU1NZvHgx33zzDTabrdSJ9MILL+T333/n448/5uOPPwZOJik5NVFHeebOncv06dMB95S2Bx98kM6dO+NyuVi3bh3vvfce6enpPPfcc4SGhpYbXObl5fHKK6/oCXK6du2Ky+Vi2bJl/O9//8Nms/Hmm2/Sv39/fW1CTWnSpAnh4eHk5eWxefPmUttOnDjByJEjyczM1M8Nl156KaGhoRw8eJDPPvuMFStW8NFHHxEWFsbdd99d7muczblh+vTp7N27l6CgIB555BF69+5NZGQkJ06cYOHChcyZM4cDBw4wffp0fT1uRe69917uuusuRo8ezebNm+nSpQtvvfUW4F7razAYSEhIICUlhaVLl542yLviiiuqdKwMGjSIBQsWUFBQwOrVq8sd+du4cSNpaWn6/cHdsZ4wYQK5ubk0adKERx55hPbt2xMUFMThw4eZOXMma9eu5eeff6ZPnz5ce+21p23L2YiKiuLpp5/mqaeeoqCggJdffplp06ad0YyMt99+Ww/wunTpwv3330+bNm0oKipi5cqVfPDBB2RnZzN69GhmzZpF69atq6393p2/fv36cdddd9G8eXNyc3P5+eef+fjjj0lOTuaRRx7hk08+IT4+Xj8/pKam6h3ap59+mmuuuQagSsm8tm/frl8AOtPU/RV1wr/88kv9HDZw4EDuuOMOGjZsiMvl4tChQ3z66aesXbuW1NRU3n//fZ5//nn9sUuXLtUDvCFDhnDDDTcQHx9Pfn4+q1evZvr06RQUFDBx4kTmzp1bKuD64IMP+PTTT/XPcOjQoSQmJlJYWMiqVat4//33OXr0KKNGjeLTTz/Vz1c1eQwfOHBAv1hZnRfvvL344ots3boVo9HIsGHDuOKKK4iLi9OD4pkzZ3Lo0CHWr1/Pjz/+WGF27c8++4yYmBgeffRRevfuTXFxMT/++CMffvghaWlpjB07li+++KLCkdBT1cSxdbZ9oFONHz+e0NBQxo4dS+/evTEajfz5559MnTqV3NxcZs2axVVXXUXz5s1JSEjQf3cvu+wyAIYPH87w4cMBKp1+6i0zM1MPpEaMGIHL5eLvv/8u1f8B+PDDD7Hb7dx9993ceOONBAUFsXz5cqZOnYrT6eQ///kPOTk5NG7cmEceeYQLLriAzMxMPvjgA3799VeOHDnC/PnzGTZsmP6cnjgjKSmJoKAghg8fzsCBA4mKiuLYsWMsWLCARYsWsXjxYqxWK0899VSZNnm+03369GHEiBE0atSIo0eP8tFHH1V5ydHFF1/MBx98wOHDh9m9e3eVM6ie9aVBTdMoLCws819BQQHHjx9n69atvPfeezz22GO4XC6MRiOPP/54qedwuVxMmjQJVVVp3749s2bN4vLLLycuLo7Y2FgGDBjAzJkzadWqFU6nk8mTJ5d6vCdznKIo/Pe//+Xuu+8mISGB2NhYrr32WmbOnElUVFSpK1MVef755+nTpw8xMTH07t2b9u3bA+4rH3/99Rfg7sQ89thjtGrVisjISFq2bMljjz2mdz7++OMPli9frj/nH3/8gcPhIDg4mNdff51u3boRFxdHfHw8AwYMYOrUqRgMBpxOZ6krFGf7uMq88cYb2Gw2wsLCmDlzJrfffjsNGzYkKiqKiy++mBkzZuidr9mzZ5caffVmt9uZNm0aQ4cOpVGjRkRHR3PZZZfxxhtv6Pc59YpqddI0jXfffVf/98CBA0/7GLvdzuuvv46qqiQkJPDxxx9z3XXX6VmdBgwYwIcffqh3PKZMmUJ2djbgPgmFhISUGjkMCQkpdRvA//73P77++mv+97//VeO7LcszbRHcnTPvq+KzZ8/myJEjgHvq0WOPPUbLli2JjIykQ4cOTJgwQb/CtmHDhgqnlRYVFXHVVVfx3//+lw4dOhAVFUXPnj2ZMWOGfiV8+vTppa6E1ZRPP/0UTdOIjo5m2rRp9O3bl4SEBGJiYujQoQPjxo3Tf4yOHTvGoUOHgJP7yTuI9ey303Xcs7Ky9P3oOS8NGDCA2NhY4uPjuf766/noo4+Ij49HVdUyI3UeDoeDuLg4Zs2axZVXXklcXBz169fnjjvu4NFHHwXco6aei2A1zXOBLTMzs9Tt06dPJzMzk/DwcD788ENuv/12GjVqRFRUFBdeeCGvv/66HhDNmDGDEydOlPv8Z3Nu+O233wAYNmwYQ4YMoWnTpvq59fHHH9cDol9//fW0xc3NZjMhISH61Xbv76rRaERRFL2T+ddff+mJALzt3LlTP4Y8r306nTt3pkmTJgB6psZTeW5v0KCB3mk7cOAABw8eBOC5557j8ssvJyEhgejoaLp06cIbb7yhP69nFLCmXHbZZXqA4xk9rar9+/fz5ZdfAtC3b1/effddevXqRXR0NA0bNmTIkCHMmDGDkJAQbDYb//nPf6qt3atXr9Z/A2+55RZef/11LrzwQqKiomjatCkjRozgzTffxGg06iOVcPLY8O50e8713sdQZTznWqj6xcbKqKrKZ599Brinlk+aNInOnTvr542ePXsydepU/Rx86nnD8zl0796dxx9/nDZt2hAVFaVnZPTUdz18+DC7du3SH+fpbALcdtttvP7663Tt2lVP6nHbbbcxc+ZM/cLahx9+qD+2Jo9hz/szGo01knDlwIEDrFq1CnBP4X/44Ydp1aqVfuxcffXVvPPOO/rvRWXn6dDQUN5//32uv/56YmNjadSoESNGjODf//434P6Mz+Q7Vd3H1rn0gU5lNBqZOXMmgwcPpn79+sTFxXH99dfr71VVVf1Y9CST856uajKZ9NvOJFNkx44dee6552jYsCFNmjQpNwi12Ww88sgjjBo1imbNmlG/fn1uv/12/byflpZGREQE77//Pn369CEqKooWLVrw0ksv6cvKTp2x98knn5CUlITJZOKdd97hvvvuo1mzZnq/6rnnntP7VfPmzWPPnj36Y48fP65fPOnfvz+vv/46HTt2JCoqigsuuIDXX3+9Sn1YcPdFPJ/X6tWrq/y5nXWQl5qaymWXXVbmvwEDBnDdddcxYsQIZs2aRVFREXFxcbz55ptlajz8+eefHDt2DIBHH3203KscISEh+hShPXv2sH37dn2bZ23U5ZdfXu582AYNGlRpWllFV+LBvdOASuuzXHfddbRr1w5AXygL6EOwLper3C9MkyZNmDJlCh9//LG+BuRcHleRPXv2sG3bNsB9tbu8aQMmk4nx48djNBr1opXl6dGjR7nriFq3bq3XFTrTdXLebDZbmQsH+fn5pKamsmLFCkaNGqX/WHTu3LlKGfbWrFmjX0UfNWoUMTExZe4TFham13EsKiqqsNh0TarowklOTg779+9nzpw53Hvvvfox8fDDD+vfGVVV9aDt0ksvrTCD4n333af/aHiO7VNZrVaefPLJMlfyQ0JCeOSRRwD3VBbPxY+a1KVLF2688UZGjBhR4WiX95XOin6YzsRPP/2kL24eN25cuQvF69Wrp2cDS0tL0zOgneqWW24pt93ea1Q858Ca5vmh9Z6unZeXp3+fbr/99jLTXzwee+wxjEYjdru9zHQwj7M5N3im4J4aeHo88MADvP3223zyySfVMl3RE7i5XK5yL0Z5RvEaN25c7trT0z3vqlWrytSy8r4Yd8011+jfK+/px+W9f4vFwksvvcSMGTN49tlnq9yWs/XEE08QFxcHwDvvvFPl4/Lbb79FVVWMRiNPP/10uR23li1b6lfvt23bxs6dO6ulzZ4r5JGRkYwePbrc+/To0UOfEv3rr79WeKydqfz8fP3v6hiJLywsZPDgwVx99dXce++95Y6kGo1GunTpAlBqWjScPJ5yc3PLveh05ZVX8vrrr/PFF1+Umv63YMECXC4XVqtVP7+fqlmzZvqa5cWLF+vPX5PHsKfP0qRJkxopk6SqKkOHDuXyyy/n1ltvLfc+9evX12dKVfbbMmzYsHLPnddcc41+Tly8eHGV21bdx1Z19oGuuuqqcmeP9e7dWw+Iz6UPWJHK8l54WK3WcqeaesceN954Y5mlKiaTSe/De5fg0TRNnzJ85ZVXVvibMHz4cH2tq/e0zN9//12/GD569Ogyv2GKovCvf/2rSheVTCaT3nfzfDeqosama4aFhdG3b1969erF5ZdfXm4A9/fff+t/t2zZssKsMW3btkVRFDRNY9OmTXTs2JHDhw9z9OhRgHLX6nkMHDiw1JXk8rRq1arcDkRBQYE+B7ddu3aVZrXp1KkTu3btYvPmzWiahqIo+oFlt9sZPnw4t9xyC5dccgnt27fXD9bygsuzfVxFvD/nyua2169fn86dO7Nx40Y2btxY7n0qSxQRGxtLSkpKmfneZ6KqdXA6dOjAq6++WqWOn+f9m83mSheAd+7cmQYNGpCamsqGDRsYOnRoldpSXTwXTk5HURSGDx9eqnTEvn379DURle1jg8HAFVdcwcyZM9m/fz/Z2dllatP06tWrwh+Wiy++GKvVis1mY926dVx66aWnf2Pn4HTrI5OTk0tdOTvdaE9VeILXBg0aVHoFecCAAZhMJpxOJxs2bCj3c+/YsWO5j/VOflAbI6JAufP+t2zZonfUWrduXeE5zmw206JFC/bu3VtmuqfH2ZwbLrzwQlatWsXXX39NWloaV155Jb169dKPyUaNGlVpOnpVNW3alAsuuIBt27axdOlSbr/9dn2bqqr8/PPPAPqoVlVde+21vP/++9hsNn7//fdS07rWrFmjB9betycmJhIZGUlOTg4TJkzg77//pl+/fnTt2lXv1NZmyviIiAieeeYZHn/8cQoLC3n55Zf53//+d9qOlef82rlz50qnq1955ZX6CPmGDRv02TLnYsOGDYD7wlZlU+GuvPJKvvnmG1RVZfPmzdVSfsO7Y1YdGWvDwsIqrXuqqir79u3TO+unnuu6du3KypUr2bNnD/feey833nhjqeUcQUFB5f7+eT5Dz9S3is4BnnNZQUEB+/bto127djV6DHtGCM9kLduZaNWqVYUXBsA9TW/Hjh36+bmy35bKfnP79OnDtm3bSEpKKvf3tjzVfWxVZx+oot80s9lMREQEGRkZ59QHrEhFCQq9tW7dutwpoN7ruSua5ujJp+F94SIpKUm/eNG2bdtKY4AOHTqwcuXKUr+Pnr5E06ZN9bqup6pXrx7t27evUuCWmJjIvn379O9GVZx1kHdqFkGn08mxY8eYM2cO8+bNIz8/H4fDQb9+/So8+XpfKazqj6rnBOf92IquPoM7s1xYWFipKyOnqqhDm5KSon+xv/rqqwqLv3srKCggPz+f8PBwOnTowD/+8Q+++uorMjIyeP/993n//feJioqiR48eXHLJJfTr16/MVYWzfVxFPJ+Z1Wo9bYcpMTGRjRs3VljqorITlOfLVZXpsWfCYDAQEhJCTEwM7dq100eNqzrU73n/nnVzlUlMTCQ1NbVOlfowm82EhYXRqFEjOnXqxI033lgmgYDnPQJl5qmfynt7enp6mX1a2SJvk8lEw4YNSUpKqtWi0wUFBaxfv579+/dz9OhRjh49SlJSUpnF/tVx7Hne1+k+R0/mwIMHD1Z4vFSULMT7OPRerF+TPOdA7/OG50IZoK81PZ3qPDeMGTOGnTt3kpmZyYoVK1ixYoWeHfniiy+ukdpYgwYNYtu2bWzdulXPiAvuH2TPVNQzXf/WsGFDLrzwQjZu3MjSpUtLBXOeqZodO3Ys1WG1Wq08/fTTPPfcc9jtdubNm8e8efOwWq1ceOGF9O7dm8suu6zcbNQ1pW/fvlx33XUsWbKEv//+m7lz5zJkyJBKH+M595zu+9KoUSP9ApH3+epsFRQUkJeXV6XX9t5eXed27+O9OmYQeEtLS+Ovv/7i0KFD+vnOk/G2Irfeeiu//fYbW7duZffu3fz3v/8F3KPSvXr1ok+fPvTq1avM76bnHLBr164qXWQE92fYrl27Gj2GPefhmszI6rFnzx62bNnC4cOHOXbsGEeOHOHIkSOlAruKfluMRqM+JbU8nm2appGWllalIK+6j63q7ANVlgCrpvqAUPnvy+nu4z0YUNGaxfIGDLzjjKlTpzJ16tTTtsH7c/N87pUdH+CekluVIM/zXTiTvle1jeSZTCaaNWvGU089RaNGjXjrrbf45ZdfSEtL45133il3ytOp01qqwvMY7ylHpxvKDwkJqTTIq+jxZ9M+z+M8Hal//etfXHTRRcyZM4eNGzfqUzB//vlnfv75ZywWC7fffjsjR44sdfI928dV9j6qUp/Ec5+K0u+eyRzqs1HV1NVnojrff006l/IL3sfq6d6n90WX8q5Mne7igef7Utl3qrqoqsqHH37Ip59+WqaDYzQaadeuHQ0bNqzy2tSqOJPjxfNZ+ur7UlVOp1P/YfC+0HMu5+BTnc17bdasGV9++SUff/wxP//8MydOnEBVVXbu3MnOnTv56KOPaNWqFePHj6/wCvKZuuqqq5g6dSp2u52lS5fqi+x/+OEHwD0r43Q/yuW57rrr2LhxI+vWrdOv2BcVFelTectb4zdw4ECaNm3K7NmzWblyJUVFRdhsNtauXcvatWt566236Nu3L08//bQ+lbKm/etf/2L9+vWkp6czffp0Lr300gqvQsPJ46EqaeKDgoL0Kfnnyvs4PN1re3+Xq+O1oXTg6H2xpCo8eQpOlZuby2uvvcYvv/xSpqMcFBREz549sdls5Y6mBwUFMWPGDL7++msWLVrE/v379bZ51oTFxMQwatSoUhchzvUcUFPHsGc/nZqxvDrt27ePV155pdQyII/o6Gguuugitm3bVumFgaCgoEpHu72PvarO2qjuY8uf+oAVqUqSluquwXeu3w3PRajTxSgVBZ4V3c9ms6GqapVmstXI3ho6dCg7duzg559/ZuvWrUycOLHcxdaeDtKptTGqwrujeroO+dl22L1f40zrennr378//fv3Jycnh/Xr1/PXX3+xdu1ajh07ht1u57PPPsPhcJRJTHO2jzvVmQQunhNrVbNA+YMzef+eL6i/vX/vk9vp3qd3J6e8k+Lpplp4nr8qV9a8nc20xKlTp+oj6E2bNqVfv360atWK5s2b06JFC4KCgli5cmW1Bnln832p6wVe9+zZo3/+3iNj3sd5RfUNa1p0dDRjx45lzJgx7Nq1i/Xr17N+/Xo2btyI3W5n3759PProo3zxxRf6qNu58JRGWLZsGT///DPDhg3Tp1nCmY/ieQwcOJD//ve/2Gw2fvnlF2699VaWL19OcXExJpOpwnWyrVu35uWXX8Zut7Np0ybWr1/PunXr2LVrF5qmsWLFClJTU6ttXeLphIeH8+yzzzJmzBiKi4uZOHEi7733XoX3DwkJIS8vr0rBk+c7VR3fF+/A7nSvfbpz3tnwZJEsLi5m/fr1lZYXOdXrr7/O33//Tbdu3fjnP/9JZGQkTqeTxx57TM+e3LVrV3r27EmLFi1o1qwZzZo1w2g08tZbb1U4ZdpkMnHHHXdwxx13kJyczNq1a/V+Q25uLpmZmbz44ouEhIToU1aDgoIoKCiosLZuVdTEMXw2ZZLORHJyMg899BB5eXmYTCb69etHp06daNGihZ4ZEuCee+6pNMiz2Wz6Ep3yeB97Ve3MV/exdT70gWqCd3D21ltvnXGW18jISI4cOXLaPlVVSijAye/EmWQ+rrFfjGeeeUbPVvPrr7+WSkji4anxkpOTc9qT9KlXtbyvtHpnIjpVVlaWHk2fKe8aNOUVna6sfeWJjIzkiiuu4Omnn+abb77ho48+0k8kCxYsqLATfLaP8/BMlbDZbKddTO/Jqlkdnam6wvNePMFxZTz1Vfzt/Xu317tGTHm8t5dXD6uyRdNOp1Pf7v2a3j/cFa0hOLU+4+mkpaUxd+5cwJ2oZM6cOTz22GMMGjSIDh066D9CZ/q8p+N5X6f7HL2/T2daV6y2eWd99F7D7N3u6jjHnQtFUWjfvj333HMP06ZN46effuKee+4B3B2PRYsWVdtreUbV9uzZQ0pKCuvXr6egoACz2VxhMHY6oaGh+mfruejgSWpzySWXnPaiiMVioWfPnjzyyCPMnj2bRYsW6RmP9+zZU2ptdU275JJL9IyqmzZtqnSpQlW/L0ePHtXPv9XxfQkLC9OnL53utb2zRVfXud1sNuv7e8eOHVVeJ+Op03jw4EF+//13veP/yy+/6AHeqFGjmDFjBiNGjGDAgAG0aNFCD3aqOn2vYcOG3Hzzzbzyyiv89NNPTJw4UR8N8WRDhZP7ojq+/9V5DHuC+JqaVfPxxx+Tl5eH0WhkxowZvPrqqwwdOpTevXuXOkZO9/viPUuiPJ7jwmg0VvnYq+5j63zoA9UE7/PU6ZLJlPf98Dz+dPuvqkmuPN+FoKCgKl8sqbEgLywsrNQaj7fffrtM6m1P+neXy1VprYh169bRr18/brvtNj0jWmJiop4h6I8//qjwsVWtQVEeT3pVgBUrVlR6knv44Ye55pprePTRR/X7TZ48mVtvvbXC+k4dO3bU1zs4HA49W9bZPq4iF154of53ZSMeaWlp+rzgTp06Vfqc/sSTyMbhcFSYBRFg69at+sn6TDLr1QWtWrXSp1lWto81TdPT1nvSAJ/qzz//rHCR+erVq/WFyd6For2vjlfUCdmyZUvlb+IU27Zt09erDR48uMIruuvXr9f/PnV925lc8fLwfF9SU1NL1SQ81fLly/XPqS4fL+np6Xpmt2bNmpXKNNalSxf9x8IzklWe3NxcrrzySm666SbeeeedamnXtm3buP/++7niiiv0qWXeQkNDefTRR/XpWlVdh1CVfX7JJZfoa0tWrlyp/4Zccskl55TNzjMNbtOmTSQnJ/Pnn3+Wut3bwoULueuuu7jpppvKXZdZv379UtkOa3MNLMDYsWP1C53vvvtuhaMZnu/Lli1bOH78eIXP553NtLq+L55Mk6tWrar0arnntRVFqdbftjvuuANwn3feeOONKgVCn332mZ7M4eabb9bPa94FuSvK9uhyufREKZ7XBfdo0ahRo7j++uvLzZpsNBpL1aj0PpY8/bCdO3dWulZyxowZXH755QwdOlSfQliTx7Dn2KvsmDoXnt+jNm3aVHhMHD16VA9+K1s77fmel8dzXm3fvv0ZjSJX57F1PvSBakKbNm30QLmy30en08ktt9zC9ddfz4QJE/TbL7nkEsAdIO7du7fcxxYUFFS5b+T5LpzJRbIanfvRp08f/apofn4+r7/+eqntffv21bPMTZ8+vdy6RYWFhUybNk2/au5Zl2EwGPQ6GcuWLSs3G2R2djYffPDBOb0HT4mCgwcP8sknn5R7nx9//JGNGzeSmZlJo0aN9E6Gy+Xi8OHDrFixQq+9dCpP9s6goCB9vvrZPq4i7dq10zOZffTRR+U+p9Pp5LXXXsPlcqEoCjfddFOlz+lP+vTpo2d9mzZtWrmpnouKivSF6lartUwiIM88dO/MS3WJwWDQ99mqVav0LIGn8tR8ASrcx8ePHy/3WM/Pz9cLhDdv3rxUNkXvkfXygszs7Gx9VK6qvIO6iq7Ur1y5stQo1amjiN7rB6q676677jp9msZrr71W7pXkzMxMPdiJiYmpNGOZL+Xl5TF+/Hh9/eSYMWNKBUGxsbF62xcvXlyqA+ntnXfeITc3l5SUlCplOauK+Ph4tm/fTm5uboUjRUeOHNFneVS2LsxbVb6r3tMnV65cqdfLqmptvIr07NmTuLg4nE4nr7/+Ok6nU58eeqqQkBB9JLGiGmKe8zycfvF+dQsLC2P8+PGAe9S6oivZnt9Il8vFq6++Wu5I/qFDh/j4448BdybtyjKxngnPa+fk5Og18E61adMmfRT4kksuqda1jR06dNBHPNeuXcvzzz9f6cya77//Xu+TNGjQoFT2wqqc76ZPn15qxM1zjIeEhJCamkp6ejoLFiwoN+C12+3683ofS57fgcr2X1JSEnPmzNET6nnW9dbkMexZl3ama9KqyvN5V5QRvLi4uNT01cqyXH7wwQflXmyfM2eOXtDdOxt2VVTnsVUdfaDzkdFoLLUPKqqD+umnn3L06FHS09P1gSFwz5rxzDZ4/fXXy/1N+t///lfl0WrPd+FMllXU+AT/sWPHlhph8B5Zs1gsPPnkk4D7qvnw4cNZtGgRaWlpnDhxgj/++IOHH35YP0ncfffdpSLYu+++m/r16+NyuRg7dixffPEFKSkpZGVlsWzZMkaMGHHOWbxuvvlmPUCaPn06L7zwAtu3bycnJ4cDBw7w7rvvMnHiRMC9tuSBBx7QH3vHHXdgNpspLi7m0UcfZdGiRRw+fJjs7Gx2797Na6+9pi/2/7//+z+9c3K2j6vMuHHjMJvN5Ofn88ADD/D111+TkpJCdnY269atY+TIkfrV7LvvvrtWU3fXNLPZzFNPPQW4T+j33nsv33//PcePHyczM5Ply5czYsQIvUDsmDFjSk3VhZMZWDdt2sShQ4fIzs4uddIfOXIkt912GyNHjqyld1XWvffeq0/N/fe//83bb7/N/v37yc3NZdeuXbzyyit6kNalS5dKyxO8++67vPHGGxw8eJDs7GxWr17Ngw8+SFJSEoqi8PTTT5eaLtCqVSv9B3z+/PnMmDGDY8eOcfz4cX766SfuvfdesrKyzuhK5oUXXqhPyfzggw/4+uuvOXbsGJmZmWzZsoVXX32VJ598stQV1lMXSnuPyixZsoS8vLzTJoyJiorSi5Xv3LmTESNG8Pvvv5OZmcmJEyf44YcfuPfee0lNTUVRFJ5//nmfrV8or6Zkeno6W7Zs4aOPPuIf//iHvn5n2LBh5Za8GD16NGFhYTidTkaPHs3MmTP1Y3zr1q08++yz+nT7yuqFnqn4+HiuvvpqwF1rbcKECWzdupXMzEySk5P5+eefGT16NJqmERwcrP/Yno5nn+/fv18PIsvrHHkCunXr1ulFcs+1JIjRaNTfk+d8euWVV+r1o7wNGDBA/8688sorvP/+++zbt4/s7GwOHTrE559/rpf/adeuXZkr67fddhu33XZbqSvH1e3iiy8ut+iwt5YtW+qjDitXrmTkyJGsXbuW7OxsUlNTmTdvHg888AAFBQVYLBZefPHFMqOtZ3v+7NOnj54Rcv78+Tz55JNs3ryZnJwcjhw5wscff8xjjz2Gy+UiMjKyyhlkz8STTz6pjyh6ynLMnj2bHTt2kJWVRXp6OitXruSJJ57ghRdewOVyERYWxquvvlpqjZb3ep/nnnuO5cuXc+LECdLS0li5ciWjRo3Si6V7eC9z8Uxt3rdvH4888girVq3S+1J//fUXY8aM0Ze2eJcOadOmjf7vVatW8dBDD7F69WqysrI4duwYCxcuZOTIkRQUFOh1vTz771yP4cp4PtPDhw9XKSX/qlWrWLhw4Wn/83xmns87OzubJ554gi1btpCdnc3Ro0dZtGgR99xzT6nppRUl4VAUhePHj3P//fezfPlyMjMzOXToEG+99RZvvvkm4B5JO5sLSNV1bFVHH+h8dd999+lTVydMmMCUKVPYu3cvOTk57Nmzh8mTJ/Puu+8C7rwB3t+t8PBwHnvsMQA2btzIyJEj2bBhg/7YCRMm8PXXX1dp3anD4dCnnXvPzjudGk+TExcXx6OPPqonXpk8eTIXXXSRPt/68ssvZ/z48UyePJm0tDRefvnlcp/n5ptv1qvKe4SGhjJ16lQeeeQRMjMzy01xeuutt+rTF84mK5DFYuHNN99k3LhxbNmyhe+//77cYsBxcXG88cYbpa4SNm/enOeee46XXnqp0vfWt2/fUlMazvZxlenQoQOvv/4648ePJzs7m//+97/6VRsPRVG45557Kq3V46/69+/Pv//9b1599VVSUlJ44YUXytzHbDYzatSochPs9OrVi23btpGens5tt90GuKeveKZBHDt2jJSUlCovoK0J4eHhvPPOOzz++OMkJSXx2WeflekUgLum1IQJEyr8PnTp0oX09HTmzJnDnDlzSm2zWq1MmDBBn+Lj7ZlnnmHs2LHYbDY+/PBDPvzwQ32b2Wzm3//+NzNmzKjyldmoqCj+9a9/8Z///Ifi4uIyxyu4O9X33Xcfn3zyCU6ns8z63Isuugij0YjL5WLSpElMmjSJG264geeff77S1x4yZAgFBQV6p8XzA+ktNDSUZ599tsZrBVamKinPrVYrDz74IHfffXe52xs1asS0adN48sknOXHihF6y5VSdOnVi8uTJ1Zr844knnuDw4cNs27aNH374Qb945S00NJRJkyZVeQSmZ8+eLF26lMLCQu69914AXnjhhTKdrA4dOpCYmKiPbgwcOLBKGdxOZ9CgQXz++eel/l0es9nMq6++yqhRo8jMzGTmzJnMnDmzzP2aNGnC5MmTy9zumZHhXXOxJowePZq1a9dWumZr1KhROBwO5s2bx6ZNmxg1alSZ+8TGxvLSSy+VOxJ8LufPF198kQkTJvD777+zfPlyli9fXuY+TZs2ZdKkSTXScQ0KCmLatGm88cYbLF68mJSUFP1iWnnatm3LCy+8UKYMTu/evbnmmmv48ccfOXr0qH4B3FtERATXX389X3zxBeAe6fZMO77hhhvYsWMH8+fPZ+vWrYwdO7bM4w0GAw8++CB9+/YtdfuYMWNwOp0sWLCArVu3lluv1mKxMG7cOH3KJ5z7MVyZXr16Ae4Rxk2bNpV63fKU91tXnp49exISEsKwYcP4448/OHDgAOvWrWPdunVl7tuyZUtatmzJ0qVLSUlJwel0lvndNJvNPPTQQ/o59FSdOnXitddeO6vzZnUdW3DufaDzVWRkJNOmTeOJJ57g4MGDfPnll6XWtHo0a9aMqVOnlrmQfeONN5KZmcm7777L5s2by/Sv27RpQ5s2bfjuu+8qbceWLVv0gYXTfRe81Uou1MGDB/P999+zefNm0tLS+N///scTTzyhb7/pppvo0aMHc+bMYd26daSmpmKz2YiJiaFz587cfPPN9OjRo9znbtmyJXPmzOHTTz9lxYoVpKSkYDKZ6NixI0OHDqVVq1Z6kHe2P+CxsbG8//77LF26lKVLl7Jz505ycnKwWq16xr/bb7+93NTz1157LW3btmXu3Lls2LCB1NRUXC4X0dHRdOjQgWuvvbbcwqxn+7jK9O7dm/nz5zNnzhxWrVrF0aNHcTqdNGjQgG7dunHzzTfTrl27s/qM/MH111/PRRddxJdffsnatWv1kZgGDRrQu3dvbr755gprLt533316yvWMjAwiIiJqbK3AuWjcuDGfffYZixYt4pdffmHfvn0UFhYSFxdHmzZtuPHGG+nTp0+l65bi4+N54403+PDDD/ntt9/IysoiPj6eiy++mDvvvLPCWovdu3fns88+45NPPmHdunVkZmYSFRVFt27duOeee2jdujUzZsw4o/czePBgmjRpwpdffsnWrVvJzc3FarVSv359LrzwQm699VZat27Npk2b2LBhA8uWLdM79uA+8U6ePJmZM2eSlJSEwWCoclrk++67j/79+zN37lz++usv0tPTsVgsNGzYkL59+zJ48GA9uVRdYrVaiYyMJDExke7duzNo0KBKi1SDe53v119/zfz581m5ciVJSUkUFBQQFhZG27Ztufrqqxk0aFC1Z7oLCwvj/fffZ/Hixfzyyy/s3buXvLw8goODSUhI4JJLLmHIkCFnNMXuhhtuIDs7m4ULF5KWlkZISEiF65YHDRqkd5rOdaqmR+vWrWnTpg179uyhSZMmla4Ba926NV999RVz585l1apV+qhFREQEzZs3Z8CAAfzf//1ftQSfZys0NJTx48czatSoCtcFmUwmnnrqKa655hrmz5/Ppk2byMjIICQkhMaNGzNw4ECuv/76c1rvWJHg4GAmT57MqlWrWLx4MVu3biU7O5vw8HCaNWvG1VdfzbXXXlujGXCDgoIYP348d9xxBz/88AMbNmzgyJEj5OfnYzQaiY2NpWPHjlxxxRX069evwu/Riy++SPfu3Vm8eDH79u2juLiY0NBQGjduzCWXXMItt9xCSEgI33zzDUVFRfz666+lRsfGjRtHv379+Pbbb9m+fTuZmZkYjUbi4uK46KKLuOWWW8r9jTeZTDz99NMMGjRI33+eKX0NGjSgZ8+eDBkypNzfx5o6hps2bUr79u3ZuXMnq1evPqOObVWEh4cza9YsPv30U37//XeOHj2Ky+UiIiKCFi1acOWVV+o1NZcuXUpxcTGrV68ud2r+3XffTWJiIp999hm7d+9G0zRatGjBoEGDSq2NOxvVdWzBufWBzmdNmzbl888/Z9GiRSxbtox9+/aRm5tLSEgILVq0YODAgdx8880VlkoYPnw4PXr04PPPP2fbtm1kZmZSv359Bg4cyH333ce0adNO24Y1a9YA7kD+dHVBvSnZ2dk1mzLNxw4ePKgPn3qPvAghSrvppptISUk5p1TaQviTTz/9lGnTptGoUSO++eYbXzdHCOHlu+++Y+LEicTHx7No0aJaKSEiRF2jaRqDBw8mJSWF5557jhtvvLHKj/Xrb8wrr7zC1KlT2bRpU4X32blzp/63L2pACSGEqJs8U+/Ly34phPCta665hkaNGpGenl5pBkshAtn69etJSUkhISHhjGec+HWQd+TIEb744gveeuutctPbFhcX8+mnnwLuea+euetCCCHOb7/99hv79+/HaDSe0ZVRIUTtMJlMDBs2DKDSWo1CBDJPboR77rnnjHOL1MqavJpyzTXXsGHDBrZv385TTz3F0KFDadq0KXa7nT179vDRRx+xb98+FEUpdyGxEEKI88ecOXOw2+0cP36c+fPnA+61eHVxbaUQwr2ObO7cufz555/s2LEjoDJ/C3E6e/bs4Y8//iAxMfGsLkb6dZB34403snnzZpYsWcKKFSvKLfJosVh46qmn6N69uw9aKIQQoq7YunVrqXpe9erVKzcTpBCibjCZTLzwwgsMHz6c6dOnV5pdUohA87///Q+DwcCECRPKLcVzOn49XdPzxqdMmcKAAQOIj4/HZDIRHh5Oy5YtGTp0KF988YVMxRFCCEGnTp0IDw8nNDSUvn378v777xMVFeXrZgkhKtGmTRvuv/9+1q9fz7Jly3zdHCFqxcqVK1m9ejXDhw8/6xHsgM+uKYQQQgghhBDnE78eyRNCCCGEEEIIUZoEeUIIIYQQQggRQCTIE0IIIYQQQogAIkGeOG8VFxdz4MABiouLfd0UUUL2Sd0j+6Rukv1S98g+qXtkn4jzmQR54rzmcrl83QRxCtkndY/sk7pJ9kvdI/uk7pF9Is5XEuQJIYQQQgghRACRIE8IIYQQQgghAogEeUIIIYQQQggRQCTIE0IIIYQQQogAIkGeEEIIIYQQQgQQCfKEEEIIIYQQIoBIkCeEEEIIIYQQAUSCPCGEEEIIIYQIIBLkCSGEEEKIgKJqGpsznazJMrA504mqab5ukhC1yuTrBgghhBBCCFFdlifbmLo1jz3ZDoodFoKS8mgTVcyYTuH0b2j1dfOEqBUykieEEEIIIQLC8mQbY9dksT3TQYgJ4iwaISbYnulg7JoslifbfN1EIWqFBHlCCCGEEMLvqZrG1K155Ns1EkIMBJsUDAoEmxQSQgzk293bZeqmOB9IkCeEEEIIIfzelgwHe3OcRFsNKIpSapuiKERbDezNcbIlw+GjFgpReyTIE0IIIYQQfi/DpuJQNazG8rdbjeBQNTJsau02TAgfkCBPCCGEEEL4vVirAbNBweYqf7vNBWaDQqxVur8i8MlRLs7Ztm3b6N27N+vWrSuzLTU1lQkTJjBo0CD69u3Lfffdx4oVK3zQSiGEEEIEss6xZlpHmsiyqWinrLvTNI0sm0rrSBOdY80+aqEQtUeCPHFODh8+zFNPPYXLVfay2YkTJ3jooYdYsWIFN9xwA6NHj8bpdPLEE0/w448/+qC1QgghhAhUBkVhTKdwwiwKKYUqRU4NVYMip0ZKoUqYxb3dcMp6PSECkQR54qz99ttv3HfffZw4caLc7TNnziQlJYWpU6fyz3/+k1tvvZX333+fli1b8uabb1JUVFTLLRZCCCFEIOvf0MqU3tF0jDFT6IQTdoVCJ3SMMTOld7TUyRPnDQnyxFkZO3Ys48aNIzY2lquuuqrMdpfLxY8//sgFF1xAly5d9NuDgoIYMmQI2dnZ/PHHH7XZZCGEEEKcB/o3tDL/qlhm9Q1nQhs7s/qGM/+qWAnwxHlFgjxxVg4ePMjIkSP59NNPadq0aZntBw4coLCwkAsuuKDMto4dOwLutXxCCCGEENXNoCh0iTHRO1qlS4xJpmiK847J1w0Q/mnOnDlYLJYKt6enpwNQv379Mtvi4+MBSE5OrtJrFRcXn0ULT89ut5f6v/A92Sd1j+yTukn2S90j+6Tuqel9EhQUVCPPK0R1kCBPnJXKAjyA/Px8AIKDg8ts85wUqxq8JScnl5vYpbqkpaXV2HOLsyP7pO6RfVI3yX6pe2Sf1D01sU+MRiMtWrSo9ucVorpIkCdqxKmpi8vbplRx6kTDhg2rpU2nstvtpKWlUb9+/dMGraJ2yD6pe2Sf1E2yX+oe2Sd1j+wTcT6TIE/UiNDQUKD80TrPbeHh4VV6rpqeDmGxWGTKRR0j+6TukX1SN8l+qXtkn9Q9sk/E+UgSr4ga4Rl986zN81bZej0hhBBCCCHEuZEgT9SIZs2aERYWxvbt28ts89zWqVOn2m6WEEIIIYQQAU+CPFEjTCYTV155JVu2bGHLli367cXFxcydO5eYmBguueQSH7ZQCCGEEEKIwCRr8kSNeeCBB1ixYgWjR4/mzjvvJDo6mkWLFnHgwAFefvllrFYpSiqEEEIIIUR1kyBP1Ji4uDhmzpzJ9OnTmTNnDk6nk5YtW/Lmm29y6aWX+rp5QgghhBBCBCQJ8sQ5e/DBB3nwwQfL3daoUSMmTZpUyy0SQgghhBDi/CVr8oQQQgghhBAigEiQJ4QQQgghhBABRII8IYQQQgghhAggEuQJIYQQQgghRACRIE8IIYQQQgghAogEeUIIIYQQQggRQCTIE0IIIYQQQogAInXyAlxmZiZ//fUXKSkpZGZm4nQ6iYyMJDExka5duxIXF+frJgohhBBCCCGqkQR5AcjhcLBkyRK++eYb9uzZg6ZpAPr/FUXR73vBBRdw6623cvXVV5e6XQghhBBCCOGfJMgLML/++ivTpk0jNTUVTdOIjo6mdevWNG7cmLCwMFwuF1lZWRw/fpzt27ezdetWtm3bxuzZs/nnP/9Jv379fP0WhBBCCCGEEOdAgrwAkZ+fz8svv8xvv/1GXFwc9913HwMHDqRly5YVPsblcrFjxw6WLl3KkiVLeOqpp7jiiit45plnCA0NrcXWCyGEEEIIIaqLBHkB4q677qK4uJhx48Zx4403YjKdftcajUY6depEp06dGDlyJAsXLuTDDz/knnvuYf78+bXQaiGEEEIIIUR1kyAvQFx88cU8+uijhIWFndXjg4ODueOOO7j22muZPn16NbdOCCGEEEIIUVskyAsQTz/9dLU8T1RUFOPHj6+W5xJCCCGEEELUPqmTJ4QQQgghhBABRII8IYQQQgghhAggMl0zQAwePPisH6soCt988031NUYIIYQQQgjhMxLkBYiUlJRyb1cURS+CfibbhBBCCCGEEP5JgrwA8f7775f6t8vl4vXXX+fgwYPceuutDBw4kEaNGmEymUhPT2f58uV8+umntG/fnokTJ/qo1UIIIYQQQojqJkFegOjSpUupf3/55ZccOHCAyZMn069fv1LboqKiaNOmDV27duXRRx/l22+/5cEHH6zN5gohhBBCCCFqiCReCVDffPMNHTt2LBPgeevevTtdunTh+++/r8WWCSGEEKIuUjWNTSfs/HqsmE0n7KiypEMIvyUjeQEqJSWFVq1anfZ+0dHR7NixoxZaJIQQQoi6anmyjalb89ib48ShapgNCq0jTYzpFE7/hlZfN08IcYZkJC9AxcbGsmPHDlRVrfA+xcXFbN68mQYNGtRiy4QQQghRlyxPtjF2TRbbMx2EmhTqBxsINSlsz3Qwdk0Wy5Ntvm6iEOIMSZAXoPr06UNqaiqTJ0/G6XSW2V5cXMwLL7xAVlYWV1xxhQ9aKIQQQghfUzWNqVvzyLdrJIQYCDYpGBSFYJNCQoiBfLt7u0zdFMK/yHTNADVs2DCWLVvGwoUL+eOPP+jVqxf169cHIDk5mdWrV5OTk0Pz5s0ZOnSoj1srhBBCCF/YkuFgb46TaKsBRVFKbVMUhWirgb05TrZkOLgwzuKjVgohzpQEeQGqXr16TJ8+nZdeeont27fz3Xff6SdvT228Xr168fzzzxMWFubLpgohhBDCRzJsKg5Vw2pUyt1uNUK2XSPDVvHyDyFE3SNBXgBLTExk1qxZ7Nixg/Xr15Oeno6iKMTHx3PxxRfTpk0bXzdRCCGEED4UazVgNijYXBBcTq/Q5gKzQSHWKit8hPAnEuSdBzp06ECHDh183QwhhBBC1DGdY820jjSxPdNBkLH0lE1N08iyqXSMMdM51uzDVgohzpQEeeeBv//+m3Xr1pGamkqHDh0YMmQIy5Yto1OnTtSrV8/XzRNCCCGEjxgUhTGdwhm7JouUQpVoqwGr0T2Cl2VTCbO4txuU8qdzCiHqJgnyAlhaWhrjx49n27ZtZbZ98skn7N+/n5dffpn+/fv7oHVCCCGEqAv6N7QypXe0Xicv2+6uk9cxxix18oTwUxLkBaj8/HxGjhzJ0aNHadiwIRdffDELFizQt8fGxrJz506effZZPv30U1q0aOHD1gohhBDCl/o3tNI3wcKWDAcZNpVYq4HOsWYZwRPCT8kq2gD1+eefc/ToUQYPHszXX3/NuHHjSm1/4403ePDBB3E6nXzxxRc+aqUQQggh6gqDonBhnIWBjYK4MM4iAZ4QfkyCvAC1bNky4uLiePLJJzGZyh+wve+++0hISGDz5s213DohhBBCCCFETZEgL0AlJyfTqVOnCgM8cBc5bdu2LWlpabXYMiGEEEIIIURNkiAvQJnNZnJyck57v+zsbMxmSYsshBBCCCFEoJAgL0C1bNmSXbt2ceLEiQrvk56ezq5duyTpihBCCCGEEAFEgrwAdf3111NYWMj48ePLDfTy8/N54YUXsNlsXH311T5ooRBCCCGEEKImSAmFAHXDDTfwyy+/sG7dOm6++WYSExMB2LZtG08++SQbNmwgPz+fTp06MXjwYN82VgghhBBCCFFtZCQvQBkMBt544w1uueUWVFVl9+7dABw9epQVK1ZQWFjINddcw1tvvVVpchYhhBBCCCGEf5HefQCzWCw89dRTPPDAA/z999+kpqbicrmIj4+nW7du1K9f39dNFEIIIYQQQlQzCfLOA9HR0VxxxRW+boYQQgghhBCiFkiQdx7IycnBbrdXep969erVUmuEEEIIIYQQNUmCvAClaRoffvgh8+bNIzs7u9L7KorCmjVraqdhQgghhBBCiBolQV6AWrBgAR988EGV7qtpWg23RgghhBBCCFFbJMgLUPPnz8dgMPCvf/2Lq6++moiICF83SQghhBBCCFELJMgLUMeOHaNLly7cdtttvm6KEEIIIYQQohZJnbwAFRYWRmhoqK+bIYQQQgghhKhlEuQFqEsvvZRt27ZRUFDg66YIIYQQQgghapEEeQHq4Ycfxmw2M27cOA4fPuzr5gghhBBCCCFqiazJC1AxMTHcf//9/Oc//+H2228nODiYyMjIcu+rKArffPNNLbdQCCGEEEIIURMkyAtQy5cv57XXXgPcJRIKCwspLCws976KotRm04QQQgghhBA1SIK8APXxxx+jqir9+/fn2muvJTo6WoI5IYQQQpxXFEVWJonzkwR5AerAgQO0atWKyZMn+7opQgg/pWoamzOd7M4ykBnqpEeChkEuFgkh6jCXqlHk0ih2amQVushXJcgT5ycJ8gKU1WqlSZMmvm6GEMJPLU+2MXVrHnuyHRQ7LAQl5dEmqpgxncLp39Dq6+YJIQTgXpJS5NKwOTUKnRrFLg2tZJvd5b5YJcT5SIK8ANWtWze2bduG0+nEZJLdLERtUjWNLRkOMmwqsVYDnWPNfjUCtjzZxtg1WeTbNSItEKZoqEbYnulg7JospvSOlkBPCOEzxSXBXJFLo8ihoSKBnBCnkjHsAPXwww+Tl5fHCy+8QG5urq+bI8R5Y3myjVuWZnDXskxGrszirmWZ3LI0g+XJNl83rUpUTWPq1jzy7RoJIQaCTQoGBYJNCgkhBvLt7u1ydVwIUVuKnRo5NpXUQhdJuU6OFjg5UeyiwKFKgCdEBWSIJ0D99NNPdO7cmV9++YVly5bRvHlzIiMjKxzVmzZtWi23UIjA4z0CFm01YDUq2Fz+NQK2JcPB3hwn0VYDiqKgeQVziqIQbTWwN8fJlgwHF8ZZfNhSIUQgcqnuUTp7yUidzQUuuagkxBmTIC9AzZo1S++guVwu9u/fX+F9JeumEOfu1BEwz/cq2ARBRgMphSpTt+bRN8FSp6duZthUHKqG1Vh+G61GyLZrZNjUWm6ZECIQ2UqSpNhVjSKnhkPVZGxOiGogQV6Aev75533dBCHOK6eOgHnzpxGwWKsBs8E9Ahlczi+EzQVmg0KsVWb7CyHOjKZpFLvcgZ0nA6aM0glRMyTIC1Bt27alRYsWGI1GXzdFiPNCoIyAdY410zrSxPZMB0HG0oGcpmlk2VQ6xpjpHGv2UQuFlLYQ/kLT3NMtiyWoE6LWSZAXoJ5++mmMRiNz5871dVOEOC8EygiYQVEY0ymcsWuySClUibSAQYMip0aOXSPM4t4uQYVvSGkLUdcVOzV9pK5IgjohfKZu9zbEWUtPT6dZs2a+boYQ5w3PCFiWTS2VrAROjoC1jjT5xQhY/4ZWpvSOpmOMmUInnLArFDqhY4zZL5LHBCpPYp/tmQ5CTBBn0QgxnUzs4y8ZXEVgsbnKZr48Xuwi36FKgCeED8lIXoCKi4sjPT3d180Q4rxx6giYO7umewQvy6b63QhY/4ZW+iZYWJ9SwO6jabRtHE2PhFC/aX+gOTWxj4aGQwWrSSHEpPhNYh/h/1TNXXS8yKlR6NBwSCAnRJ0kI3kB6rHHHmPv3r1MnjyZ5ORkXzdHiPOC9whYgVMjrUilwKn57QiYQVHoEmOid7RKlxiTBA8+dCaJfYSobvaS0brkAicHc12kFrrIsasS4AlRh8lIXoD69ddfSUhIYMGCBSxYsICwsDAiIiLKLZegKArz5s3zQSuFCDyeEbAtGQ4ybCqxVgOdY80SIIlzEiiJfYR/0LSSNXUOjQIpayCEX5IgL0D9/PPPpf6dl5dHXl5eufeVOnlCVC+DotTpMgnC/wRKYh9Rd9lcGoUOlS0ZdlKLVUKNCm2izBikiyCEX5IgL0C9++67vm6CEEKIaiKlLUR18xQhLy75/5o0Ox/tyedgngunqmEyKDQPNzKsTRg94+W4EsLfSJAXoLp16+brJpRy6NAh3nvvPf766y8KCwtp1KgRN998M0OGDMFgkCvPQghRGSltIc6FWlKvzu46GdR5r6dbl+5g0sYcCh0akRYDFouC3QV7s51M2pjDs10jJdATws9IkCdqXHJyMiNGjKC4uJjbbruNRo0a8fvvvzNlyhQOHjzIM8884+smCiFEnedJ7HOyTp5CkNld2kLq5AkPVXMHcnYX2FUNm1PDXsmaOlWD2XvyKXRoxAcboORCgdUE8UYD6UUqs/fk071etEzdFMKPSJAXICZNmoSiKDz00EPExMQwadKkKj9WUZQaDbQ+//xzcnNzmThxItdccw0At9xyCyNHjuSbb77hjjvuoHnz5jX2+kIIESiktIU4lWd0zl5SgNzuOrMkKbuzHRzMcxFpORng6RSFSIuBg3kudmc7aB8to3lC+AsJ8gLEt99+i6Io3HnnncTExOj/PrUoc3lqOsg7fPgwAH369Cn1mn379uXvv/9mz549EuQJIUQVeUpbxBSoNJHSFucVTdModpWsp3O5R+nOtYxBtl3DqWpYLOUfRxYj5Do0su2SX1MIfyJBXoC4//77AYiKigJgxIgRdSZrZmJiImvXruXAgQN07txZv/3IkSMAxMfH+6ppQgghRJ3lUkuCuZJROpsT1GouZhBlUTAZ3GvwrOX0Cu0uMBkUoioIAoUQdZMEeQEiNzeXDh06EBkZCcCDDz7o4xaddM8997B27VpeeuklnnrqKRo1asQff/zBwoUL6dmzJ126dPF1E4UQAU7VNKldKOo8W0lAZ/OaglnT42dto8w0DzeyN9tJvPGUKZuaRo5dpXWUibZRMlVTCH8iQV6A+OGHH8jMzOTaa68FYPDgwQwYMIDRo0f7uGUQFxfHQw89xEsvvcQjjzyi396lSxcmT5582hHH4uLiGmmX3W4v9X/he7JP6p5A2Cd/pDqYtrOIfbkuHKqG2aDQKsLIqPbB9Gngnx3XQNgvgeZM94lT1bCrYFPB7lIpdoFLxSdFx4cmWpi81UlakYsIs4LF6B7By3VohJoUhiZacPjhseZwOICa+54EBQXVyPMKUR0kyAsQNpuNnJwc/d8pKSlkZmb6sEUnzZ49m+nTp9OwYUNGjhxJvXr12LFjB19++SUjRoxg2rRpxMXFVfj45ORkXC5XjbUvLS2txp5bnB3ZJ3WPv+6T9dkG/rPPQoELIk0aYUawq7Atw8nYNTaeaWWnR5Tq62aeNX/dL4Hs1H2iKAoaCk5NwYH7+CtygcOloZ7jerrq0hAY0cjAN6kmjhUruDQwKtAkSOPmBk4aOgtJSfV1K89OtNVQI98To9FIixYtqv15haguSnZ2dt04w4hzctttt3H06FEGDRpEQkICH3zwAa1atWLAgAFVerxnTV91y8/P59prryU0NJSvvvpKXzMIsG7dOkaNGsWVV17Jyy+/XOFz1ORIXlpaGvXr18disdTIa4gzI/uk7vHnfaJqGnf8nseOLCcNQpRSswY0TSO1SKNDlIkvL/O/+nL+vF8Clfc+MZjM2FSwOaFIVbG73KUK6jpV09iT6yLHrhFpUWgTYfS774Y3h8OBKz+T1glxNfI9kZE8UZfJSF6AGDx4MG+//TZLliwB3FcO9+/fz/79+yt9nKZpKIpSY0He4cOHsdlsDBo0qFSAB9CzZ08aN27Mn3/+Welz1PRJ1GKxyIm6jpF9Uvf44z7ZdMLO/jyVmCAjxlMLfCkQY9XYn6eyp8DIhXH+GSj5434JRA5Vw+HUyFWN4DBi0EzuaZcKYASz0ccNPANdAuxwciHfE3F+kiAvQAwdOpS4uDi2bNmC3W5n0aJFNG7cmG7duvm0XVaruzivqpY/HcrlclW4TQghzkWGTcWhaliN5Y9EWI3u9PEZNjkHiapTNQ2b62SSlGKnhlPTKLapZNlUgirIUimEELVJTkMB5Oqrr+bqq68GYNGiRVxwwQWMHz/ep21KTEwkISGBZcuWcd9995GQkKBvW7FiBcnJyVxxxRU+bKEQIlDFWg2YDQo2FwSX82tnc4HZoBBrNdR+486BqmlsznSyO8tAZqiTHgmaX0+pq8u0koDOrmqlMl/6wcxLIcR5ToK8APX888/TuHFjXzcDg8HAc889x9ixYxk+fDg333wz9evXZ9euXSxatIh69erx2GOP+bqZQogA1DnWTOtIE9szHQQZDWXW5GXZVDrGmOkc6z8ZNpcn25i6NY892Q6KHRaCkvJoE1XMmE7h9G9o9XXz/Jp3QGfXSxhUf106UbPc621VDuQ6iTKq+L4nJIRvSJAXoK6//npfN0HXo0cPZs2axaxZs1iwYAF5eXnExcVx0003cf/991eaWVMIIc6WQVEY0ymcsWuySClUibYasBrdI3hZNpUwi3u7v4yCLU+2MXZNFvl2jUgLhCkaqhG2ZzoYuyaLKb2jJdCrIs1ryqVDlYDOH6maRlqRyv5cJ0m5Lg7kOtmf5+RgnotCp3s/3tbcwsMNfdxQIXxEgrwAduLECebNm8e+ffsoKiqqcO2boij873//q9G2tGnThldffbVGX0MIIU7Vv6GVKb2jmbo1j705TrLt7jp5HWPMfjX6pWoaU7fmkW/XSAgxoKHhUMFqUggxKaQUqkzdmkffBIvfBK21xTug80y7lIDOf6iaRmqhe2TuQJ6TA7kuDuS5A7siV+X78GC+rLcV5y8J8gLUsWPHuO+++8jJyUE7TR2e0xUjF0IIf9a/oZW+CRa2ZDjIsKnEWg10jjX7VTC0JcPB3hwn0Vb3tFPv87qiKERbDezNcbIlw+G3mUKrgwR0/kvVNFIKVZJKRuQO5LpIynWSlHf6YK4iSXk1V2NXiLpOgrwANXPmTLKzs2nSpAnXX389cXFxmEyyu4UQ5yeDovh18COZQstnd3kCOfeUS5sEdHWeqmkke0bmcp0cyPMEc06KqzkmO2HTyHdW73MK4S+k1x+g/vzzT8LDw/nwww+JjIz0dXOEEEKcg0DNFHqmPCULir1KF9SFkE7VYFeOk6QcAznBTjrVs3BqacbzjappJBe4OJDn0oO5AyXBnK0WB9gOFSr0qr2XE6LOkCAvQOXl5XHppZdKgCeEEAHg1Eyh3vw1U2hV2F0aRU6NopL/u06z/MAX1qU7mL0nn6RcJ3anGcvRAhIjbAxrE0bP+MDaH+VxeYK5krVy7hE6FwfzazeYq8jBovM82hbnLQnyAlR8fDy5ubm+boYQQohqcGqm0EgLGDQocmrk2DW/yxRaEZd6MqArcrrX1dVl69IdTNqYQ6FDI9wMoYqGaoC92U4mbczh2a6RARPoeYK5/bkukkqCuf25Lg7lOanLs4QPFfr3d0KIsyVBXoC67LLL+Prrr0lOTqZhQ8kfLIQQ/s47U6i7Tp5CkBm/yxR6qiKnRrFTpbBkGmbdDutOUjWYvSefQodGfHBJxlMHBJkUgk0K6UUqs/fk071etF9N3XRpGsc8I3NeGS3rejBXHqMCRS4/+vCFqEYS5AWo+++/nz///JPHH3+c0aNH06lTJ0JDQ33dLCGEEOegf0MrlzYw89XuPLanZNIxIYJ/tA3HZPCPtXiaplFckv3Se12dP9qd7eBgnotIiwEUBbzfh6IQaTFwMM/F7mwH7aPr3mieU3UHc0l5LnetuZJg7mCeE7ufBXMmBZqGG2kRbiIx3EjLCBMtIkzUN7tw5qT7unlC+IQEeQFq1KhRqKrKwYMHGTNmDOBOs11euQRFUVi1alUtt1AIIcSZWp5s8xrJMxF0vJD5hx11diRP1U4mSilyadicgZP9Mtuu4VQ1LJbyR4osRsh1aGTbfft+narG0YJTk5+4R+b8MZhrVhLMtYgwkRhhpGW4iSZhRkzlDJfabCqSXFOcryTIC1Dbtm0rc9vp6uUJIYSou5Yn2xi7Jos8m0qQCYINGoqisS3Dztg1WUzpHe3zQM8zUlfsVCkMsKDuVFEWBZNBwe4Cazm9KbsLTAaFqAqCwOrmCeb257oLhe/Pc5KU6+RQvguHnwVzZgM0CzOSGGGiZXhJMBdhonFo+cGcEKIsCfIC1MKFC33dBCGEENVE1TSmbs0js0jFqWlkO0DVDBgcGlYDOIpUpm7No2+CpdaTr/hDBsya0DbKTPNwI3uzncSfkvEUTSPHrtI6ykTbqOqdqlleMHcg18mhPBdOP/voPcFciwhTyeic+28J5oQ4dxLkBaiEhARfN0EIIUQ12ZLhYGumgwKXhqa5E0p4wopiFyiKxtZMB1syHDVe9N1Tq86muv/vUP0nWUp1MigwrE0YkzbmkF6kEm52ZzwtdmrkOTRCzArD2oSdddIVp6pxJN8zIncyCYq/BnPNw020CC89OifBnBA1R4K888CJEyfYuHEj6enpWK1WYmJi6NatG1FRUb5umhBCiCo4Xuwi166iamBWSvJ84P6/Ajg0yLWrHC+u3sJkTlXD5tKwuzRsKticGo7zZKSuKnrGm3m2a6RXnTwFiwlaR5mqXCfPURLMea+ZO5Dn5LAfBnMWTzAXYSQx3FSSAMVIwxAJ5oSobRLkBTC73c4bb7zB4sWLUdXSE/KNRiPXXHMNTz75JEFBQT5qoRBCiKrILFZxae7RI3cCrZO9f0VRMKDh0tz3OxuapmFX3VMvnerJgM6pnZ+jdGeiZ7yZ7vWi2Xq8kKTUDBIbRNCpXkiZETyHqnE430VSrpP9JQGdZ82cy88+ZO9gTk+CEm6kcZgRo5/XahQiUEiQF6BUVeXxxx9n/fr1KIpChw4daNiwIZqmceTIEfbs2cOSJUtIT09n2rRpvm6uEEKISsQEGTAq4FIB46kRgYaqgtHgvt/pOFX3yJxdBbvnb1fgJkipDQYF2kWaiCxSiQs36sXCvUfnDvthMGc9ZWSuRcnIXKNQCeaEqOskyAtQixYtYt26dbRs2ZJJkybRvHnzUtuTkpIYP34869ev5/vvv2fQoEG+aagQQojTqhdkJMJiINum4lDda/LAXZrNpbmnbUZYDNQLMuqPUTV38GZXNRwu9xo6hwsZnasmdpd7ZO5ASUC3L9vB3mwrqRty/C+YM0KiV40591RLIwkSzAnhtyTIC1BLlizBYrHw5ptv0qBBgzLbExMTefPNN7nttttYvHixBHlCCFGHdY410ynGzMYTdn06pVoyfTPICCEmhR71zLSMMJJR5HLXpHNJMFcd7C6NQ541c14jc0cLyhuZq9tF6T3BnDubpVH/vwRzQgQeCfIC1P79+7nwwgvLDfA8GjRoQNeuXdm9e3cttkwIIcSZMigKYzqFM3ZNFjanRrgJjJqK1WKk2OWeqnlj8xDSivysIFodYnNpHMo7uVau8mCubgvyjMyVBHEtI9x/Nwwx1HqJDSGEb0iQF6DsdjthYWGnvV9ISAiFhYW10CIhhBBny6FqXFTPzH96RPLR7gL2ZDvIs6soDoXECHcmx4vqVW89tkDlHcx5j84dzXfhbyFysFEhsWRELjHCWFKawESCBHNCnPckyAtQ9evXZ/v27aiqisFQ/vQRVVXZsWMH8fHxtdw6IYQQFbG73LXnHOrJmnSedXQtI0280D2CJUkF7DueTat6YVyXGOqX6elVDXZnO8i2a0RZFNpGmc+6plx5ikuCuaQ8T+FwPw/m9CDuZPHwBhLMCSEqIEFegLrkkkv4+uuvee+99xg5cmS595kxYwbp6enccssttdw6IYQQmqZhc7kDObtejw40Kl5Lty7d4VWTzYQls4ilKY4q12SrKzzv42CeC6eqYTIoNA83ntX78ARzB7wKhh/IdXGswP+CuRBTycicVzDXMsJE/WAJ5oQQZ0aCvAB1991389133/HJJ5+wbds2rrrqKho3bgzA0aNHWbp0KRs2bCAkJIS7777bx60VQojA5qlD5yksXnwWZQvWpTuYtDGHQodGuBlCFQ3VAHuznUzamMOzXSP9ItDzfh+RFgMWi4Lddfr3UezUOJhXumC4J5jzsyVzJ4O5khG5FhFGPZhTJJgTQlQDCfICVHx8PG+88QZPPfUUf//9Nxs2bCi1XdM0wsPD+c9//lNpchYhaouqaWzOdLI7y0BmqJMeCZpcuRZ+yTNC555y6Q7oip3nVodO1WD2nnwKHRrxwQY0NBwOCDIpBJsU0otUZu/Jp3u96Gqd8ljdTn0flHzHrSaINxpIL1KZtTuPMHM4SXlOknJLplrm+WcwF1oSzCWWjMh5ArsGEswJIWqYBHkBrFu3bixYsIAFCxbw999/k56eDkC9evXo3r07gwcPJioqyreNFAJYnmxj6tY89mQ7KHZYCErKo01UMWM6hdO/odXXzROiQt5TLm36lMvqL12wO9vBwTwXkZaSwEjzegVFIdJi4GCei93ZDtpH193RPO/3oQJ258nPzfM5/nXcyT2/Zfm6qWck1KTQLMxAA6ONjvFhtI620kJG5oQQPiRBXoCLiIhg+PDhDB8+3NdNEaJcy5NtjF2TRb5dI9ICYYqGaoTtmQ7GrsliSu9oCfREneCZcukoKS5e7HKvB3NpNT++lG3XcKoaFkv5AYPFCLkOjWx73RvrKnSqHCyZYvlHqp1Mm0qmBo6619TTCjUptIwwnqw1F+FePxcfbMBud5CSmk9CgyCsVouvmyqEOM9JkBegCgoKCA0NLXN7VlYWu3bt4uKLL5ari8LnVE1j6tY88u0aCSElU9BUsJoUQkwKKYUqU7fm0TfBIlM3Ra3SNHcQZ3OdHJ2zq74rLh5lUTAZ3GvXrOX8cttdYDIoRFUQBNaGQqdKUq5LXyt3INdJUp6T5EJ/S38CYWaFFuEmd0DntW6uXpCMzAkh/IMEeQFm27ZtvPbaa1xwwQWMGzeuzPY///yTF198kRYtWjB+/Hg6duzog1YK4bYlw8HeHCfRVnfHSfMaEVEUhWirgb05TrZkOLgwzn+ujKuaxpYMBxk2lVirgc6xZglS6zBXSbkCh+oeLSuqhjV01a1tlJnm4Ub2ZjuJN55SFkfTyLGrtI4y0Taq5qdqFjpVryDOs2bOSYofBnPhZqUk+UlJEpSSv+MkmBNC+DkJ8gLI6tWrGTduHHa7vVRn2VtqaiqaprF//34efvhh3nzzTXr06FHLLRXCLcOm4lA1rMbyO1NWo3uaWobNfzqPnvWFe3OcOFQNs0GhdaRJ1hf62KmBnFMDu6rhdKHXoKvLDAoMaxPGpI05pBephJvBoLkzTuY5NELMCsPahFVr0pUCh0rSKZksD+Q6SS3yn++jR4RZKRmRc2exTJRgTggR4CTICxDZ2dn8+9//xm63M2DAAB566KFy73fvvfcycOBA3nzzTdasWcPzzz/PvHnzCAsLq+UWCwGxVgNmg4LNBcHlnI1sLjAbFGKthrIb6yDv9YXRVgNWo/u9yfrC2uHJZulUS4I6DRwud3Dn8oNA7nR6xpt5tmukV508BYsJWkeZzqlOXr7DvWbOMyLn78GcvlbOa5plrFWCOSHE+UWCvADx9ddfk5eXx+DBg3nmmWcqvW/Tpk158803ee6551i2bBnz589n2LBhtdRSIU7qHGumdaSJ7ZkOgk6ZgqZpGlk2lY4xZjrH1t1sgR6nri/0dCiDTRBkNMj6wnPgSXTi1NxJJVVNQ9VABZz66FzlRcQDRc94M93rRbP1eCFJqRkkNoigU72QKo3g5ZeMzO3PdZKUWxLM5TlJ88NgLtKilCQ/KSkYXlI8XII5IYRwkyAvQKxevZqQkBBGjRpVpfsbDAaefPJJVq5cycqVKyXIEz5hUBTGdApn7JosUgpVIi3uKWhFTo0cu0aYxb3dH4KiU9cXevPn9YW1RdNOTqd0qO6plPaSguHnQ/B2JgwKtIs0EVmkkhBpKhPg5TtOrpnzTLNM8uNgzl1f7mTB8MRwEzFWRYI5IYSohAR5AeLQoUO0bdv2jKZdRkdH07FjR/bt21eDLROicv0bWpnSO9qrTp5CkBk6xpj9ah1bIK4vrE6q5h5tc2oaLhVc2skplXaXe5qlBHJnpsAJ27KcHClysb+kcPiBXCfpxf53jBlwB69WI1zXNJjLG1klmBNCiHMgQV6AsNvtREdHn/HjYmNj2bJlSw20SIiq69/QSt8EC+tTCth9NI22jaPpkRDqFyN4HoG2vvBMOUtG4JxeiU2cnn+XTLEEJJA7C3l2tVQQdyDPyf4cJydswUC+r5t3RqItijvpjUsjyqJgMSpYje7yEGga6UUqh/KddIsLr9YkMkIIcb6RIC9AxMXFceLEiTN+XGZmJsHBwTXQIiHOjEFR6BJjIqZApUmMya8CPCi7vtB79MHf1hd6aFpJwKYYKXRq2O0qLtW9Hs6puZOZuJOcuMsNSAB3bnLtKge8gjlPYHfcD0fmoq1KSdITU6ni4amFLp74M4c4qwGr6ZTvuKIQaTFwMM/F7mwH7aP957sSKFQNdmc7yLa7g/C2UWYJtoXwUxLkBYgmTZqwfft2ioqKqhy0FRUVsWvXLpo0aVLDrRMi8J26vtCdXdM9gpdlU+vk+kLPOjjPKJxLc4+6OVwnp1babCophSpqoYrV5fJ1kwNCjl11j8iVrJVzj865OOGHwVyM1Z3NMjH8ZDDXMsJEVAUj1ruynThVDUsFRdstRsh1aGTb/euSgarBrhwnSTkGcoKddKpn8bvgaF26g9l78jmY58KpapgMCs3DjeeUuVUI4TsS5AWIgQMHsm7dOr7++mvuueeeKj1m3rx5FBYW0r179xpunRDnB+/1hXtznGTb3XXyfLG+0LMGzlUyVdKzBk7V0NfBVSUjpYZMsTxbnmBuv3cwl+vyy3WZsVYDiRFGfXSuRcnfFQVzFYmyuKdm2l1gLacHYneByaAQVUEQWBd5giN3WQszlqMFJEbY/Co4WpfuYNLGHAodGpEWAxaLex/tzXYyaWMOz3aN9Jv34k2BOnVhTYjaJEFegLjiiit49913mTFjBk2aNGHAgAGV3v+3337j3XffxWw283//93+11EohAp9nfeGWDAcZNpVYq4HOseZq62ho2sn1bi49iYnnttKBHUiAVhuybWpJFsuTZQmS/DiYaxlhLCkW7h6da34WwVxF2kaZaR5uZG+2k3ijAby/F5pGjl2ldZSJtlH+EVB4B0fhZghVNFSDfwVHqgaz9+RT6NCIDz65T6wmiDcaSC9Smb0nn+71ouvE6KSnCUZFwai4LwoYDWBSSm4zuJP4mBQFp8VJcq7MQBDnJwnyAkRYWBjPPfccTzzxBM888wx9+vTh6quvpnPnzsTGxuJwOMjMzGTLli0sXbqUNWvWoGka48aNo3Hjxr5uvhComsbmTCe7swxkhjrpkaD57RVYg6KcVZkE7wDOqZ4cffMO4JwSvPmMdzDnPTqXafO/vREXZKBFuLH0VMsIE5GWmk0MZFBgWJswJm3MIb1IdY8aGd0jeDl2lRCzwrA2YXUimDidU4MjDQ2HA4JMCsEmpc4FRxXZne3gYJ7Lve9PPefW4jpJzyubSgI1o0HBpLiDN4PnNkXBVBLQVSXrqqooaJr/fT+FqA4S5AWQvn378sILL/Daa6+xcuVK/vjjj3Lvp2kaISEhPPLII9x000213EohylqebPMqoWAhKCmPNlHFflVCoSq81765vDJPSgBXt2TZ1JMFw/NOZrTM8sNgrl6Qe5qlu1i4e5plYnjNB3OV6Rlv5tmukfr6r1yHe/1X6yiTX01xLBMceQcTfpREJtuuVfs6yTIBm2eEDTCWBGgGBf0/U8monKGKwZsQ4vQkyAsw1157LZ06deKrr77ip59+Ijc3t9T2Bg0acPnllzNkyBAaNGjgo1YKcdLyZBtj12SRb9eItECYoqEaYXumg7FrspjSO9ovAj13Ee/SNeCclIzIlRT5Bgng6pLM4pMjc0l5Lndg58fBXIsI98icZ91cYriRCB8Gc5XpGW+me71ov87kWBPBUW1TgFirQoTFgBGFIJOCgmctm/v/DhWMwUaahBoIMxv0273v5z3SZlTcgZzRn3amEAFIgrwA1LhxY5544gkef/xxMjIySE9Px2QyUa9evbOqpSdETVE1jalb88i3aySElEx3UsFqUggxKaQUqkzdmkffBEudmLrpUjVsqobD5Q7e7F6ZKE+XwET4hqZpZNo0kvKcJaNzLj2wq8ud74rEBxloEWGiaahCjJrHhQ1jaBsbRHgdDeYqY1Co0yNcp1NXk8h4Xs2guKc7Gg3udnjWrBlKgjBPYNY0zMhnewvZmekgwmpEKXkGFQ1V1UgrUmkfbaZfw6A6cR4WQlSNBHkBTFEU4uLiiIuL83VThCjXlgwHe3OcRFvddeW8104oikK01cDeHCdbMhxntcbtTNhdGvaSaZOq5s5CqeJed6NqJYGdJoFcXeUJ5rzry3mmWeb4YTBXP9hQMiLnXivXsmRkLszsDuZsNjspqdkkxJiw+mGAFwjKJJHxVo1JZNwjZu61aJ4RMoMCRk6Oop0auFV1zZrnFR7q4C7/ciDXVW75l1EX1K3yL0KI05MgTwjhMxk2FYeqYTWW33mwGt1Tos4lS+HJ8gEn//YEbk4NbC4Nu8t91VrUfZqmkVGsllor56k356/BXEuvtXItI0w09wrmRN11ahKZcDMYNCh2auQ5tConkVEAs0HBbDiZVORkxkj3bTUdYNWl8i9CiOohQZ4Qfk7VtBpL11/TYq0GzAYFmwuCyzkbOVwQbFKIK0nfXlnA5ioZefOUFFBLslR6xt78r/t/fjs1mNtfsm7uQK6TXIf/7c0GwQa9vpwEc4HDO4mMu06egsUEraNMDPdKImNSFAxe0ybdQZ373+68Lb4/Z9d0+RchRO2SIE8IP+bJSrk3x4lDdV95bR1p8psrr51jzXSJMbE3x0mkWQFFwWkwYjS5OxVpTo12kSYiLQoHcpwSsAUgTdM4UayWLhie5yLJz4M5z/RKTwKUUAnmAor3ure+DSz0axjD7owijqRn0LJBNF3igzEbDGeU7r8uONvyL0KIukeCPCH8lHdWSvcaCveImK+zUnrXetPXtnmNtjlLMk+6Su5zY/MQ/rMph+1ZTkJNYFBdqAaFPAeEmBVubB6CUwMJ7fybpmkcL1a9ioWfrDWX54fBXMMQA4klWSxbRBhpEe4emZNgzn95wjBzyVRJs1eyEsWT7p+Ta+BOnUYZZzRzxOagSZyJIIvRJ+/hXPnzzBAhRGkS5Anhh07NSum5ShxsgiCjocayUqrayXpunlIB3rXeXGdR6+2iemae6lL+dCd/qpkl3E4Gc84yo3P5fh7MtSwpUdA83EiISYI5f+OdwMRUMlXSXJLIxOQV1PnLqFt18/eZIUKI0iTIE8IPnZqV0puiKMRYDRzIdbI1w0EXr6k32ilZI12ahqaPtLkDM+/7uE4ZdaupMgGemllbjxeSlJpBYoMIOtUL8auaWecbTXOnVk8qSXxyoKTGnL8Gc41C3NMsEyNMtAg3lqyZMxFskoOwritVMsArWYlJOXmb0XObnFTKVVdnhgghzp4EeecJl8tFdnY2ZrOZiIgIXzdHnKHSSUbgRLGLKIu7iC0lQZ7CydGzMBMcL9bYn+sg2mpA09wBm3eIVte64QYF9/q7IpWESJMEeHWEpmmcsCscPu7gcJHzZDCX66LAWdeOosopQMNQg14s/OQ0Swnm6ioFMFCSafKUem9Gg/u8UVsZKAOVr2aGCCFqlgR5AW7lypXMmTOHzZs343A4AAgJCaF79+7cdddddO7c2cctPL94RsVKZYQ8NTukBmrJ/TTt5PRHOBmYFTk1jhdrFDhUrOV0Tm1OjUKXe7qNXfWvjrjwDc/InCeLpbtwuLtEQaEzCCjwdROrTAEahxpJLAniWpSMzjUPNxEkwVydUKr2m2f0rWTqpFGhVssHnO9ONzOkNuuVCiGqjwR5AWzy5MksWLCgVIFpgIKCApYvX87KlSsZM2YMQ4YM8VEL/ZfmSeXvmeaoaXr6fk+yERcn16mpFQRrZ6tMEV7vH+ZqLMIrAo+maaR6gjmvguFJeS4K/XBkzhPMtSwJ5hIjSoK5Cmovipql4A7OjAavgI2TBby9AzmZOlk31Ea9UiFE7ZMgL0AtXbqU+fPnExoayogRI7jsssto0KABAMnJySxdupTZs2czdepUWrduTbdu3XzcYt9QFAWXqmF3eUbOTl97zaWeLJztqy7xqUV4Iy0GLEawuyDHrla5CK8IXKqmkVqolhQLdwd0+/OcHPTDYM4ANA4z6iUJ3KNzRppJMOcT3sW7zZ6EJZ5EJjLy5ndOV6/U5nLv41irJBsSwp9IkBeg5s2bh9Fo5O233+aCCy4ota1JkyaMGDGCCy64gNGjRzN79uzzNsjLVY3Y81UsDqevm3LGvIvwHsxzkevQMBkUyUp5ntGDuVwn+/NOjs4l5bkocvlnMNci3EiiV605CeZqnyeQ8846aTYqmBQFi1ECuUDSOdZM60gT2zMdBBlLT9nUNI0sm0rHGDOdY+U3RQh/IkFegNq7dy9du3YtE+B569WrF507d2br1q212LK6RdNqJltkbfFkpdyd7SDbrhFlUWgbZZYRvACkahrJhaq+Tu5ArrtguD8Gc0bFPc2yhVfB8JYRJpqGGSucMiaql4I7UDN7lRIwyYjcecmgKIzpFM7YNVmkFKol2TXdI3hZNpUwi3u7HA9C+BcJ8gKUoiiEhYWd9n4xMTFl1uwJ/2JQoH20XGENFN7B3P6S+nJJJRkti12+bt2Z8Q7mWnimWkaYaBZmxCLBXI1SOFk2wDMS5wnijCXBnVGuBokS/RtamdI7Wq+Tl213J+7qGGOWOnlC+CkJ8gJU165d2bBhAwUFBYSGhpZ7H7vdztatW+nYsWMtt04IoWoayQUuvWC4J6tlUp4Tmx8Gc03CjCSGnywY3iLcPTInwVzNUACTwT3iEmY2uKdTykicOAf9G1rpm2BhS4aDDJtKrNVA51izHEdC+CkJ8gLUyJEjuf/++3niiSd47rnnaNSoUantxcXFTJw4kdzcXP75z3/6qJVCBD5XSTB3INelJ0E5kOviYL7/BnMtSoK5RAnmaoz3SJxnOqXRcLLYt9PsxJKr0jjUSFCQ0dfNFQHCoChSJkGIACFBXoAYNWpUmdsiIiLYuHEjQ4YMoVOnTjRq1Air1crx48fZuHEjeXl5tG/fnh9//FFG84Q4Ry6vkTlPwfD9uS4O5Tnxt8zjRgWahrlH5JqGQLQzj65NYmkVE4RZpvidM88nWGrkzRPEeU2rrGwEpdipyFR7IYQQFZIgL0CsW7euwm0Oh4MNGzawYcOGMtt27NjBzp07efzxx2uyeUIEDJemccwzMueVBMUfgzmTAk3D3SNzieFGWpasmWsSZtSDOZvNTkpqNgnhRgnwzoCnXpzZeHJNnPGUbJWnFp4WQgghqosEeQHi+eef93UThAgoTlXjaIFLry+XVJIE5VCeE7ufBnMtw03uKZYlxcObhBmlIPU50mvGGRWs+no4BYskNhFCCOFDEuQFiOuvv97XTRDCL50azHlqzB3Mc+Lww2CumVfB8MRzDOZUDXblOEnKMZAT7KRTPct5XZ7DgILVBFaDgsXoDuasUjNOCCFEHSRBnsDpdGIyyaEgApsnmNuf6yw1Onco3+V3wZzZcHLNXEtPMBdhonFo9Y3MrUt3MHtPPkm5TuxOM5ajBSRG2BjWJoye8f5XskPVqHI9Sc/onMXoHpHz/lumWAohhPAH0rMPYDabjT/++INjx47hcDhKLdJXVRW73U5WVhZr167lu+++82FLhag+5QVzB3KdHMpz4fSzPBVmAzQLO1lfzlNrrjqDufKsS3cwaWMOhQ6NcDOEKhqqAfZmO5m0MYdnu0b6VaDnCVgP5rlwqhomg0LrSCPD2oRxcX2LO4BTwGw8OdVSgjkhhBD+TIK8AJWdnc0DDzzAkSNHKr2fpmnSmRF+yalqHMn3jMidTILir8Fc85LkJ57RuRYRRhrVcDBXHlWD2XvyKXRoxAcb0NBwOCDIpBBsUkgvUpm9J5/u9aL9YurmunQHr2/OwaVCk1AjISawq5BeqDJ1ay7/CY6mnxR6FkIIEWAkyAtQn3zyCYcPHyYsLIwePXqQnJzM3r17GTRoEPn5+WzevJmsrCxatGjBhAkTfN1cISrkVDUO53uCuJPB3GE/DOYsJcFciwhP4XB3YOeLYK4iu7MdHMxzEekezgLvNP2KQqTFwME8F7uzHbSPrlujeQqgoGAx4l4zp8CPR4owAvEhRhwa5Drc9w02KaQUqkzZmkefBIusqxNCCBFQJMgLUKtWrcJoNDJr1iyaNWvGr7/+yvjx47nlllvo0KEDRUVFPPPMM/z5558UFhb6urlC4FA1DuS52JhlIDu3iEOFRfqaOZefBXNWAzTzFAwPL5lqWTIyZ6zjwUS2XcOpalgs5bfTYoRch0a23Xc7RQGsRoWgkumVxpIC4eZTMlpuOmFnwwkHoSYDxaesu1QUhWirgb05TrZkOKQAtBBCiIAiQV6ASktLo1OnTjRr1gyAdu3aoWka27Zto0OHDgQHB/PCCy9www03MHfuXLp16+bjFovzhUPVOJTn4kBJ4pP9uS6S8pwc1oM5K2DzcSurxuo1MtciwlQyOmekoR8EcxWJsiiYDAp2F1jL+YWwu9xlAqIqCAJrgllRCDK5gzqLUSHIWLU1cxk2FYeqYTWWf1+r0R3UZvhbgUMhhBDiNCTIC1BOp5O4uDj93wkJCRiNRg4cOKDfFhUVRefOndm2bZsvmigCnN1VMs2yJPHJgVz330f8cWTOCIleBcMTSwI7fw7mKtI2ykzzcCN7s53EGw2lN2oaOXaV1lEm2kbV3FRNs6IQZFYIMriDu4qCtNOJtRowGxRsLggu59fO5nJnzoy1GspuFEIIIfyYBHkBKioqiszMTP3fBoOB+vXrlwryAMLDw8nOzq7l1olAYnN5rZnzWjd3tMD/gzlPVsuEEEPABXMVMSgwrE0YkzbmkF6kEm4GgwbFTo08h0aIWWFYm7BqT7piMSiEmRWCTQaCTdXz5J1jzbSONLE900GQ0VBq9E/TNLJsKh1jzHSOrVtrC4UQQohzJUFegGrXrh1r1qzh0KFD+pTN5s2b8/fff5Ofn09YWBgABw4c0P+uSaqqMm/ePBYuXMiRI0eIjIykZ8+e/POf/6RevXo1/vri3HmCuf25JwuG7891cswPg7kgIyXFwr1G5yJMNAwxSAIOoGe8mWe7RnrVyVOwmKB1lKla6uQpuNfQWUumYAafw2hdZQyKwphO4Yxdk0VKoUq01YDV6B7By7KphFnc22WfCyGECDQS5AWo6667jpUrVzJixAgeeOABhgwZQt++fVm9ejXPPPMMd9xxB8uXL+fQoUN07dq1xtvz4osv8sMPP9CvXz9uvfVWDh06xLx589i8eTMff/wx4eHhNd4GUTU2l8bBvJNBXFLJ6NzRfBf+tnIp2KjoZQlaRBhpUZIEpYEEc6fVM95M93rRbD1eSFJqBokNIuhUL+SMR/A8AZ3FqGAtyXppLUmYUhv6N7QypXc0U7fmsTfHSbZdw2xQ6BhjZkyncPpL+QRRDVRNY3Omk91ZBjJDnfRI0OQcI4TwKQnyAtSAAQO44YYbWLx4MZs3b2bIkCEMGjSIWbNmsX79etavXw+4kxcMHTq0Rtvy22+/8cMPP3Drrbfy1FNP6be3bt2aiRMnsmDBAoYNG1ajbRBlFbs0DnkFc57ROb8N5iKMtAw3kSjBXLUxKNAu0kRkkUpCpKlKAZ5ZUQg2K1gNCmYjWA1KqYyXvtC/oZW+CRa2ZDjIsKnEWg10jjXLsSGqxfJkG1O25LI9y0Gxw0LQ/lw6RhcxtnOEXEQQQviMBHkB7LnnnuOqq67SSyQEBQXx7rvvMnnyZDZt2kR0dDT33HMPffv2rdF2LFiwgNDQUB555JFSt1911VUcOnSIpk2b1ujrBzpVc9c2y7ZrRFkU2kaZS3XGi50aB/PdiU+Scp168fBjBf4XzIWYSkbmvMoStIgwUT9YgjlfMeCebhlcMvUyqJrW0wnhD5Yn23h4ZSYnilU0DTQUimwaq9Ls7F6ZyXt9YyTQE0L4hAR5Aa5nz56l/t2kSROmTZtWa6/vcrnYtGkTF110EaGhoQAUFxdjNBqxWCxlAj9xZtalO5i9J5+DeS4cLhUUhSiLgVaRZoqcKkl57mDOz5bMEWxET3rSIlyCubpEwT3lMqRkLV2QSanz+2R5sk2frulQ3dM1W0eaZLqmOCeqpjHhL3eCIgCTAmiAAi4N0otUJvyVw7Ib6tX574gQIvBIkHee+/PPP7Hb7fTr169Gnj85ORmbzUbDhg357bff+OCDD9i3bx9Go5Hu3bvzxBNP6IlhKlJcXFwjbbPb7QA4HI4aef6aUuzSOJTvYlmynW8P2yl2ufsVTg1AI9Pm4kCey8etrJoQEzQPM9IizEjzcANNgjUiHDm0axCDxXJqcWoXDrt/vK9AoQCq00GYyUiYwUmY0YDFwMn1dC533by67I9UB0+uzyffoRFlVYiyuNedbsu0M2ZVJv/tEUafBv6XXdNz/vL8X9S+jRkOdmY5QAOzARSlJMZT3N8dhwo7sxysTc6nq2Rw9Yma/p4EBQXVyPMKUR2U7Oxsf7vIL6rRtddeS3Z2NmvWrKmR59+xYwfDhw+nWbNmpKamcuedd9K+fXv27t3Lp59+isViYfbs2TRq1KjC5zhw4AAuV830JHNVI1l1tBBysQuOFSscKTZwtOjk/9PtChr+dVU4xKDROFilcZBGk2CNJkEqjYM1Ys0agXiBW9PgQKFCnlMh3KTRIqRuv0+DomBQ3MGbxaBgMmiYFffIhFFTwe/Ggt1UDR7bbmVvgUK8pfQ+0DQ4bldoFarxdkdbtZeEEIFvTrKRNw9YMCpQXnJYl+b+718t7AxpWMevhogzZjQaadGiha+bIUSFZCRPoGk114HzXD07dOgQkydP5rLLLgPgsssuo127djz++OPMmDGDiRMnVvgcDRs2rLG25aacIC42DrPZd1dZC53ukbmkfJWDeS6S8l0czFNJKVL9rmsdVjIylxhupHmYoWT9nJE4q1KqRllFHA4HJzJ8v0/Oxd8nHHy638ahfBdOVcNkUGgWZuTullYuivPte1IAk4GS0TgDJoN7BMKsuG8vbx/Z7XbS0tKoX79+OaOrddvmTCdH7XnEBoOlnLWCMUaNo3bIDouhS4x//Rz6834JFNFFRUAhCugXEDRN079HSskJPDo6miZNgn3SxvOdfE/E+cy/ftWE3wkOdv+wxcfH6wGeR9++falXrx7r1q2r9DlqejqE2WzGaq35k3+hUyUp18WBPHcSFHc2SyfJhXVzJLEyYWaFFuEmWkYYSYww0aKkTEG9IEOVgrnTqa19Ut3WpTuYvK2IQodGpMWAxeiezrg/18XkbUU829VyzjXmTkcBFBTMBvfaObMBTAalZJSOs850abFY/G5qUr5WjFODYFP5azmDTRq5DpV8zeR3783DH/dLoOidoGA2FuJ0gbGc7S4NzEbonRBCUJCs/fQl+Z6I85EEeaJG1a9fH4CYmJhyt8fExJCUlFSbTapxhU7VncnSK5g7kOckxQ+DuXCzUpL8xOiVCMVIXDUFc4FE1WD2nnwKHRrxwQb90r7VBPFGA+lFKrP35NO9XnS1TQ00oGAxotedM5eslzNXMCp3vom1GjAbFGwuCC7n187mcn9esVZD7TdO+L0L4yy0jzKzNcOB3eUeDQf3VGBnyem+fZSZC+P874KVEML/SZAnalRUVBSNGzfmyJEj2Gw2rNaTVzNdLhfJyck1Nh2zphU43NkrPUGcJ6BLLfK/YC7CrOgjci0jTCRGmGgZbiRWgrkq253t4GCei0jLyQBPpyhEWgwczHOxO9tB++gzH80zKu5i4kFGd2FxiwRzp9U51kzrSBPbMx0EGUsfy5qmkWVT6RhjprMkxRBnwaAovNg9Ui+h4NLcF3sMChgMEBdk4MXukZJZUwjhExLkiRp3ww038O677/LZZ58xYsQI/fYFCxaQl5fHnXfe6cPWnV6+dzCXWxLM5TlJ89NgTq8v51VrLtYqwdy5yrZrOFUNi6X8z9FihFyHRra98pWWCmBSPIEcmI0K1pL/xJkxKApjOoUzdk0WKYUq0VYDVqN7BC/LphJmcW+XTrg4W/0bWnmvbwxTtuayPdOBzalhNSl0jDEztpMUQxdC+I4EeaLGDR06lFWrVjFjxgwOHjxIt27d2LVrF99++y2tW7dm6NChvm4icDKY25/rJMnPg7lQk0KbSHcQlxhhpGVJQBdTxQQo4sxFWRRMBgW7yz1F81Tu6VwKUSVBoGftnGe6pWdkzmJ0P4+oHv0bWpnSO1qvk5dtd9fJ6xhjljp5olr0b2ilb0Ic61MK2H00jbaN69MjIVQuHgghfEqCvACRmpp6Vo9T1ZoPYCwWC++88w6ffPIJP/74I8uWLSMmJoZ//OMfPPDAAz5bDP3TUTuLkowc2ZPPoQLVL4O5SIs7AUq0VSHGaqRVpJH+CUHEBUkwV9vaRplpHm5kb7aTeOMpUzY1DZtLo3OMmV71LQQbDe7ATkbnaoW7E25hS4aDDJtKrNVA51izdMJFtTEoCl1iTMQUqDSJMcmxVQeomsbmTCe7swxkhjrpkaDJfhHnFQnyAsTgwYPP6nHe6Z5rUlBQEA8++CAPPvhgjb9WVS0+YmN+iglw+roppxVl8SRAKZlqWfJ3TJAkjKgrDAoMaxPGpI05ZBar1As2Em4GUMh1aNQLVhh1QTjx5WUAETXOoCiSAEOI88TyZBtTt+axJ9tBscNCUFIebaKKZfRenFektxEgarLWXaBqG2kC7L5uRikxVoXm4SZaliRBSYxw/x0t2f/qNAV3lsYrGluJD47ikz0F7MpycrRQAxRaR5oY0ymcftK5EEKIGrU82cbYNVnk2zUiLRCmaKhG2J7pYOyaLKb0jpZAT5wXJMgLEAsXLvR1E/xOm4jyKhvVjhhr+SNzURLM+QVPUBdscidECfKaenlF42AubxQkUwOFEKKWqZrG1K155Ns1EkIMaGg4VLCaFEJMCimFKlO35tE3wSLnZBHwJMgLEAkJCb5ugt9pG1nzQV6s1UCinslSgjl/ZUAhyOQuX+DJdFlZchSZGiiEELVvS4aDvTlOoksyRnvPclIUhWirgb05TrZkOOQcLQKeBHkBIj8/n7CwsDr3XHVZk1ADFoOGXT33q3mxVoMexCWGnyxRIMGcf/IEdcFGhSCTgSCj1KMTQoi6LsOm4lC1CkvOWI3ucjcZNv9LtCbEmZIgL0D84x//YOzYsQwcOPCcnue7777jnXfe4ccff6ymltVdRoNC02CNfQVV77zHBRloEV46mEuUYM7veaZfhprcUzCDTIpM5RFCCD8TazVgNijYXFBejiuby32uj5XfbHEekCAvQPTt25dnn32Wrl27ct9999GzZ88qP9blcvHrr7/y5ZdfsnPnTm699dYabGnd0ixYY19B2dvjggylC4aXJEGJtMgPQ6AwoBBsVggxugM7KWcghBD+rXOsmdaRJrZnOggylv691jSNLJtKxxgznWPNPmqhELVHgrwAMW7cOHr06MHkyZN57LHHaNSoEZdffjndu3enbdu2REVFlbp/VlYWmzZt4q+//uL3338nIyODyMhIXn31VS677DKfvAdfuCBCJRcrrSLNeuHwFuEmIiSYCzhmxT1Cd3JdnUzBFEKIQGJQFMZ0CmfsmixSClUiLWDQoMipkWPXCLO4t8tMDXE+ULKzsyX3fgDJy8vjww8/ZP78+djtdr0TGxwcTFhYGJqmkZ2djdPprg2naRohISHccccdDB06lNDQUF82v1YVFxez/VAyQdH1sVplAXZdYLPZSUlNIaFBwjnvEwUINimEmAx6Fkxx5oqLizly5AhNmjQhKCjI180RJWS/1D2yT+qO0nXynASZTbSJMkudPHFekZG8ABMeHs6YMWMYPnw4S5YsYfXq1WzZsoXCwkIKCwv1+5nNZjp27MiAAQMYNGgQERERPmy1EOfOu6xBkNGdLttYSQZMIYQQgal/Qyt9EyysTylg99E02jaOpkdCqIzgifOKBHkBKioqiqFDhzJ06FCcTicZGRlkZGTgdDqJjIykUaNGmEyy+4V/MyvudXVBp9SqE0IIcX4zKApdYkzEFKg0iTFJgCfOO9LLPw+YTCbq169P/fr1fd0UIc6J97q6upwsRdU0KYYuhBBCCJ+RIE8IUWd5B3VBfrKuzrMWZG+OE4eqYTYotI40yVoQIYQQQtQaCfKEEHWG2QCRFiP1gg1Ehpj8IqjztjzZxtg1WeTbNaKtBqxGd72m7ZkOxq7JYkrvaAn0hBBCCFHjJE+8EMJnTIpCmNlAvSAjTcJMNA0zEmV0EmH2j1E7b6qmMXVrHvl2jYQQd0ZPg+KeVpoQYiDf7t6uapLQWAghhBA1S0byxHlJ1TQ2ZzrZkWcgwuCkUz0Lkoix5hlLgp7gCqZfFjt81LBqsCXDwd4cJ9FWQ5n6e4qiEG01sDfHyZYMBxfGSckOIYQQQtQcCfLEece7fk640UKmo4DECBvD2oTRM97s6+YFFO+gzloS2AWqDJuKQ9UqHIG0GiHbrpFhU2u5ZUIIIYQ430iQJ84r3mumIi0QZdYoUhX2ZjuZtDGHZ7tGSqB3DgwoBJkgxGTQk6WcL2KtBswG9xq84HLOrDaXu45frFVmyQshhBCiZkmQJ84bp66Z0tAwAEEm92hTepHK7D35dK8XLVM3q8hTgDzUpOif4/laKqBzrJnWkSa2ZzoIMpaesqlpGlk2lY4xZjrHykUEIYQQQtQsuaQcwDRNY8WKFRw7dky/7a+//mLo0KEMHDiQMWPGkJSU5MMW1q7K1kyhKERaDBzMc7E7248XhtUCAwqh3slSwk3EBhsJNRvO2wAP3IV3x3QKJ8yikFKoUuTUUDWNIqdGSqFKmMW9/Xz+jIQQQghROyTIC1DFxcU8+OCDPPXUU2zcuBGAtLQ0/vWvf7Fv3z7y8/NZs2YNDz/8MBkZGT5ube04uWaq/O0WIzhVjWy7ZD/0ZkAhxOSeZvj/7d15WNVl/v/x11k4iIgCIoho7ituaZpLZqZTuBWajUtOjaWmpWPppDVamr/KNM2l3LXcU8tR09zKTC2tTM0FxwXFXRYVUJCd8/uDi/MNwZXl4Ifn47q6Zvhs5/05N8h5cd+f+y7nblGlkhb5F7eolKu50C5G7iyty7lqcnMvBXq7KD7VroiEdMWn2hXo7cLyCQAAoMAwXNOgVq5cqYMHD6ps2bLy9fWVJK1du1ZJSUlq2rSpBg8erO+++07Lly/XkiVLNGTIECdXnP/u9MxUcppkNZvkaSu6wSVz+KXNkrEAuc0iuVlM2Xs+cUuty7mqlb9NB6+k6EpSukq7mlW/tAs9eAAAoMAQ8gxq27ZtKl68uL744guVLl1akrRjxw6ZTCYNHDhQNWrUUPXq1bVz50798ssvRSLk3fzMVBZ2u2KT01Xd06qankXrmSnbX56pc7WYZOWBxFwzm0wskwAAAJyG4ZoGdebMGTVs2NAR8KKjoxUaGioPDw/VqVNHUsbaXdWqVVN4eLgzSy0wOT4zJSkx1a7IhHQVdzHppRolisSkKzazSd6uZpV3z/pMHQEPAADgwUdPnkGlpqbK1fX/nv/Zs2eP7Ha7GjRokOW4lJQU2e1F5xm0zGemJh+8ppDoFKWnm3Qtxa7qpVz0z5rGXSfPxZTRU1fsFouQAwAAwDgIeQbl7++fZebMX375RSaTSU2bNnVsS0pK0pEjR1S2bFlnlOhcN2ccg2QekzIWILdZMnrrXMyEOgAAgKKGkGdQ9evX17p16zRjxgyVL19eW7dulclkUuvWrSVJkZGR+vTTTxUbG6u//e1vTq624Px1MXRPm0mlXdKVajcp9AFdDD1z8XE3S0aQs/FMHQAAQJFHyDOol19+Wdu2bdOiRYskZayZ16VLF/n5+UmSXnjhBV27dk1+fn765z//6cRKC86Dvhh65syXxawmuZozQp2rRcx8CQAAgCwIeQbl7++vhQsXatGiRYqMjFSTJk3Uo0cPx/4aNWrIy8tLQ4YMkY+PjxMrLTg3L4ae5VnEmxZDr+3l3N68zEDn6uihk1zNJlkKY/oEAABAoULIM7CAgAC98847Oe77/PPPi1wP0P8thp7zfdss0rUU5yyGbpZJbi4mFTOLYZcAAADIFUJeEXHu3DmFh4erZMmSqlmzpuLi4uTh4eHssgpUYVoM3ayMIaLFLFIxq1nFcjHsMt1uZ+FtAAAAOBDyDG716tVasGCBIiIiJElBQUEaM2aMRowYITc3N40aNUpeXl5OrrJgOHMx9LwMdX+1/WKSphy6rhOxqUpJt8vFbFL1Ula9Uc9Drcu53vkCAAAAMBwWQzewcePGafz48QoPD1exYsVkt9sdz6GFh4frl19+0WuvvaYbN244udKCUZCLoZtlkrvVrNKuZgW4W1W5pEX+7hZ5FbPIzWrKs4D35u5ohVxNkbvVJD83s9ytJoVcTdGbu6O1/WJS7m8EAAAADxxCnkH9+OOPWrNmjQICAjR9+nRt3bo1y/7JkyerVq1aCgsL0+rVq51UZcHLXAw90NtFN1KlmGSTEtKk6p7WXC2fUBCh7q9uninUzWqS2ZTRW+hf3Ky45Iz96UVooXsAAABkYLimQa1atUo2m01Tp05V+fLls+2vWLGiJk+erODgYH3//fd64YUXnFClc7Qu56pW/jbtuRSvIxcvq2QpL9UrU/yeevDya/jl3bp5ptC/MplM8nI160Rsqg5eSVFDH1uB1QUAAADnI+QZ1LFjx9SgQYMcA14mLy8vNWzYUEeOHCnAygoHs8mkBt5WWa+nq1gp6x0DnrND3c3uNFOoq0WKSbbrSlJ6AVcGAAAAZyPkGVRSUpLc3NzueJzValViYmIBVPRgKWyh7mZ3mik0KS1jnb3SrozIBgAAKGoIeQbl5+en48ePy2633zKcpKen6/jx4/Lz8yvg6gqfv65TVxhD3c1unin0r7Xa7XZFJ6Ur0NtF9Us7d1F3AAAAFDz+zG9QLVq0UEREhBYuXHjLY5YsWaLIyEg1b968ACsrXIpbTApwN2dMlFI8/yZKyWs5zhRqtysh1a5LN9JVwpaxn/XyAAAAih568gzqxRdf1KZNmzRr1iwdPnxYTZs2lSRFR0dr+/bt2r59uzZu3Ch3d/ciNenKzaz2VBWzFP5Ql5PMmUIz18mLSc5YJy/Q24V18gAAAIowQp5B+fj4aPLkyXrrrbe0c+dO/fzzzzKZTPr999/1+++/y263y8PDQ+PGjVPZsmWdXS7uU+ZMoQevpOhKUrpKu5pVv7QLPXgAAABFGCHPwAIDA/X1119r7dq12rNnjy5duqT09HSVKVNGjRs3VteuXeXp6ensMpFLZpOJZRIAAADgQMgzOHd3d/Xq1Uu9evVydikAAAAACgATrxRBx48f1/bt2xUREeHsUgAAAADkMXryDOzYsWOaP3++nn/+eTVp0kSSNG7cOK1du1aSZLFYNGDAAP3jH/9wZpkAAAAA8hA9eQZ1+vRp9e/fXzt27NDp06clSXv27NGaNWtkMplUrVo1mc1mTZ8+XX/88YdziwUAAACQZwh5BrV06VIlJiaqS5cuatu2rSRpw4YNMplM6t+/v5YsWaKZM2fKZDLp66+/dnK1AAAAAPIKwzUN6o8//lD58uU1YsQIx7bdu3dLkjp37ixJqlu3rurWratDhw45pUYAAAAAeY+ePIO6fPmyqlev7vg6NDRU0dHReuihh+Tj4+PY7uPjo9jYWGeUCAAAACAfEPIMqnjx4kpKSnJ8/dtvv0mSHn744SzHXblyRW5ubgVaGwAAAID8Q8gzqPLly+vQoUO6ceOGJGnr1q0ymUxq3ry545hTp07p0KFDqly5srPKBAAAAJDHeCbPoNq2baupU6fqpZdeUunSpRUSEiIvLy+1aNFCkrRw4UJ99dVXstvtat++vZOrBQAAAJBX6MkzqO7du6tVq1Y6e/as9u/fL5vNppEjR8pms0mSVq9erejoaHXu3FldunRxcrUAAAAA8go9eQZlsVg0ceJEHTp0SJGRkWrQoEGWCVd69uypihUrqlmzZk6sEgAAAEBeI+QZXL169XLc3r179wKuBAAAAEBBYLhmEZaUlKTw8HAWQwcAAAAMhJ48A/v222+1bNkyXbhwQSkpKbc99vnnny+gqgAAAADkJ0KeQf3888/68MMP73hc8eLF1ahRowKoCAAAAEBBYLimQX3zzTeSpG7dumnZsmV65ZVXZDabtXjxYi1dulSvvfaaXF1dVbJkSY0dO9bJ1QIAAADIK4Q8gzp69KjKli2rYcOGqWrVqmrWrJnS09N14cIFVatWTS+99JJGjx6t8PBwLV++3NnlAgAAAMgjhDyDun79uqpXry6zOaOJq1SpIikj/GVq27atypcvr59++skZJQIAAADIB4Q8g3J1dZXJZHJ8XaJECXl4eOjMmTNZjqtWrZrOnz9f0OUBAAAAyCeEPIMKCAhQaGholm3ly5fXsWPHsmxLTExUampqQZYGAAAAIB8R8gyqadOmunTpkj755BPFxcVJkurUqaNLly5p+/btkqSzZ89q37598vPzc2apAAAAAPIQIc+gevbsKQ8PD61atUqjRo2SJAUHB8tut+s///mP+vTpoxdffFEpKSlq0aKFk6sFAAAAkFcIeQbl4+Oj6dOnq27duvL19ZUk1ahRQ//4xz+UmpqqI0eOKCEhQf7+/nr55ZedXC0AAACAvMJi6AZWo0YNzZs3TykpKY5tgwYNUuvWrbV//355eXmpXbt2cnNzc2KVAAAAAPISIa8IcHFxyfJ1vXr1VK9ePSdVAwAAACA/MVzTgK5cuaITJ07kuO/06dP6/PPPFRERUcBVZUhLS1O/fv3UtGlTZvUEAAAA8gEhz2CWLVumrl27avHixTnu//3337V48WJ169ZNy5cvL+DqpAULFujAgQMF/roAAABAUUHIM5D58+dr2rRpSkxM1KVLl3I8pmTJkvLz81NycrKmTJmipUuXFlh9ISEhmjdvnmw2W4G9JgAAAFDUEPIM4uTJk5o3b57MZrOGDh2qmTNn5nhcUFCQ1q5dqwEDBkiSZs6cqbNnz+Z7fTdu3NB7772n5s2bq27duvn+egAAAEBRRcgziFWrVslut2vYsGHq3r27rNZbz6ljMpnUp08fDRgwQCkpKfrmm2/yvb5JkyYpLi5OI0eOzPfXAgAAAIoyZtc0iL1796p06dIKDg6+63NeeOEFLVmyRH/88Uf+FSZp27ZtWrdunT755BOVLl36ns9PTEzMh6qk5OTkLP8L56NNCh/apHCiXQof2qTwye82KVasWL5cF8gLhDyDuHTpkho2bCiLxXLX57i4uKhu3br6888/862uyMhIffjhh3rmmWfUunXr+7rGxYsXlZaWlseV/R9nzTSKW6NNCh/apHCiXQof2qTwyY82sVgsqlKlSp5fF8grhDyDMJvN97WouZubW5bF0vOS3W7X+++/Lw8PDw0dOvS+r1OuXLk8rOr/JCcnKyIiQn5+fkwGU0jQJoUPbVI40S6FD21S+NAmKMoIeQbh6+t7yxk1byciIkIeHh75UFHGcg5//PGHPvnkEyUnJzuGS2SujxcbGysXFxeVLFnyttfJ7+EQNpuNIReFDG1S+NAmhRPtUvjQJoUPbYKiiJBnENWqVdNPP/3k+IvV3YiMjNT//vc/NWzYMF9q2rlzp+x2u/7973/nuL99+/by9/fX2rVr8+X1AQAAgKKIkGcQQUFB2rp1q2bNmqXRo0ff1TkzZsyQ3W5Xy5Yt86WmIUOG6Pr169m2T5kyRaGhoZo2bdp9DTEFAAAAcGuEPINo2bKlatSooY0bN8rDw0OvvfbaLYcmJCYmavr06dq4ceM9z8h5L2rXrp3j9szhmY888shtl3oAAAAAcO/4hG0QFotFY8eOVZ8+fbRy5Ur98MMPat26terVq6fSpUsrJSVF0dHROnDggH7++WfFxMTIZrNp4sSJKlGihLPLBwAAAJBHCHkGUrlyZS1YsEBvv/22wsLCtHr1aq1evTrLMXa7XZJUs2ZNjRw5UjVr1nRGqQAAAADyCSHPYCpVqqQlS5Zo586d2rhxo8LCwhQZGSmr1SofHx8FBgaqTZs2atGixT2tqZeXZs2a5ZTXBQAAAIoCQp4BWa1WtWnTRm3atHF2KQAAAAAKmNnZBQAAAAAA8g4hDwAAAAAMhJAHAAAAAAZCyAMAAAAAAyHkAQAAAICBEPIMIikpydklAAAAACgECHkG0b17d33wwQeOr/ft26czZ844sSIAAAAAzkDIM4grV64oISHB8fXAgQP1xRdfOLEiAAAAAM5AyDMIFxcXHT9+XMnJyc4uBQAAAIATWZ1dAPJGzZo1tX//fj311FPy9PSUJO3YsUPBwcF3PNdkMmn16tX5WyAAAACAAkHIM4hBgwZpyJAhun79umPY5o0bN3Tjxo07nmsymfK7PAAAAAAFhJBnEIGBgVq/fr3CwsKUlJSkV199Vc2aNdPLL7/s7NIAAAAAFCBCnoEUK1ZMtWvXdnzt6empBg0aOLEiAAAAAAWNkGdQv/32m7NLAAAAAOAEhDyDi4uL05o1a7Rnzx5FRUXJZrPJ29tbTZs2VVBQkGOSFgAAAADGQMgzsMOHD+utt95SdHS07HZ7ln27du3SwoUL9fHHHzOkEwAAADAQQp5BXb58WUOHDlVsbKzq1aun9u3bKyAgQHa7XefOndPmzZt1+PBhjRgxQsuWLZO3t7ezSwYAAACQBwh5BrV48WLFxsaqZ8+eeuONN7Lsa968uf7+979r6tSpWrZsmVasWKGBAwc6p1AAAAAAecrs7AKQP3755Rf5+vpq8ODBtzxm0KBB8vX11U8//VRwhQEAAADIV4Q8g4qIiFDdunVlsVhueYzFYlFgYKDCw8MLsDIAAAAA+YmQZ1BWq1Xx8fF3PC4hIUFmM98GAAAAgFHw6d6gqlatqj///FNRUVG3PCYqKkr79+9X1apVC7AyAAAAAPmJkGdQHTp0UFJSkoYNG6YLFy5k23/hwgUNGzZMycnJCgoKckKFAAAAAPIDs2saVHBwsDZt2qQDBw7o+eefV2BgoAICAiRlBLyQkBClpaWpXr16Cg4Odm6xAAAAAPIMIc+gzGazpk6dqvHjx2vTpk06ePCgDh48mGV/UFCQhg8fLquVbwMAAADAKPh0b2Bubm4aM2aMXn/9de3du1dRUVGy2+3y9fXVww8/LD8/P2eXCAAAACCPEfKKgDJlyvDcHQAAAFBEMPEKAAAAABgIIQ8AAAAADISQBwAAAAAGQsgDAAAAAAMh5AEAAACAgRDyAAAAAMBACHkAAAAAYCCsk1eEJSYm6siRI5KkRo0aObkaAAAAAHmBkFeERUREaODAgTKbzdq9e7ezywEAAACQBxiuCdntdmeXAAAAACCP0JNXhAUEBGjNmjXOLgMAAABAHiLkFWFWq1X+/v7OLgMAAABAHmK4JgAAAAAYCD15BhcXF6c1a9Zoz549ioqKks1mk7e3t5o2baqgoCB5eno6u0QAAAAAeYiQZ2CHDx/WW2+9pejo6GyTq+zatUsLFy7Uxx9/rAYNGjipQgAAAAB5jZBnUJcvX9bQoUMVGxurevXqqX379goICJDdbte5c+e0efNmHT58WCNGjNCyZcvk7e3t7JIBAAAA5AFCnkEtXrxYsbGx6tmzp954440s+5o3b66///3vmjp1qpYtW6YVK1Zo4MCBzikUAAAAQJ5i4hWD+uWXX+Tr66vBgwff8phBgwbJ19dXP/30U8EVBgAAACBfEfIMKiIiQnXr1pXFYrnlMRaLRYGBgQoPDy/AygAAAADkJ0KeQVmtVsXHx9/xuISEBJnNfBsAAAAARsGne4OqWrWq/vzzT0VFRd3ymKioKO3fv19Vq1YtwMoAAAAA5CdCnkF16NBBSUlJGjZsmC5cuJBt/4ULFzRs2DAlJycrKCjICRUCAAAAyA/MrmlQwcHB2rRpkw4cOKDnn39egYGBCggIkJQR8EJCQpSWlqZ69eopODjYucUCAAAAyDOEPIMym82aOnWqxo8fr02bNungwYM6ePBglv1BQUEaPny4rFa+DQAAAACj4NO9gbm5uWnMmDF6/fXXtXfvXkVFRclut8vX11cPP/yw/Pz8nF0iAAAAgDxGyCsCypQpw3N3AAAAQBHBxCsAAAAAYCD05BlEbiZPMZlMWr16dd4VAwAAAMBpCHkGcenSpfs+12Qy5WElAAAAAJyJkGcQc+bMuetjL1++rClTpjgmYmnSpEk+VgYAAACgIBHyDKJBgwZ3ddy2bds0YcIExcbGysXFRa+//rp69OiRz9UBAAAAKCiEvCLixo0bmjhxojZs2CC73a6aNWvq/fffV+XKlZ1dGgAAAIA8RMgrAv7880+NGTNG4eHhMplMevHFF9W/f38WQQcAAAAMiE/5BpaamqpZs2Zp6dKlSk9PV0BAgMaMGaP69es7uzQAAAAA+YSQZ1AnT57U6NGjFRoaKrvdrmeeeUZDhw6Vm5ubs0sDAAAAkI8IeQa0bNkyzZw5U8nJyfLy8tLIkSPVqlUrZ5cFAAAAoAAQ8gwkIiJCY8eO1d69e2W329WqVSuNHDlSXl5ezi4NAAAAQAEh5BnEpk2bNHHiRMXFxcnNzU1vvvmmnnnmGWeXBQAAAKCAEfIMYvTo0TKZTJIkq9WqhQsXauHChXd1rslk0jfffJOf5QEAAAAoIIQ8A7Hb7ZKka9eu6dq1a3d9XmY4BAAAAPDgI+QZxMyZM51dwm2FhoZq3rx52rdvn+Li4uTj46PWrVurf//+8vDwcHZ5AAAAgGEQ8gyiUaNGzi7hls6cOaNXXnlFVqtVzz33nMqWLatDhw7p66+/1p49e/TFF1+oePHizi4TAAAAMARCHvLdxIkTlZqaqgULFqhy5cqSpK5du6pWrVqaNGmSVq5cqX/+85/OLRIAAAAwCLOzC4CxJSUlaf/+/WrYsKEj4GXq0KGDJGnfvn3OKA0AAAAwJHrykK9cXFy0YsUKpaenZ9t39epVSZLFYinosgAAAADDIuQhX5nNZgUEBOS4b9GiRZKkxo0b3/YaiYmJeV6XJCUnJ2f5XzgfbVL40CaFE+1S+NAmhU9+t0mxYsXy5bpAXjDFxMTYnV0Eip7169dr7Nix8vPz0/Lly+Xu7n7LY0+dOqW0tLQCrA4AAODWLBaLqlSp4uwygFuiJw8F7ttvv9W4cePk5uam8ePH3zbgSVK5cuXypY7k5GRFRETIz89PNpstX14D94Y2KXxok8KJdil8aJPChzZBUUbIQ4GaM2eO5s2bJ3d3d3366aeqU6fOHc/J7+EQNpuNIReFDG1S+NAmhRPtUvjQJoUPbYKiiJCHApGamqoPPvhAGzZsUJkyZTR58mTVqFHD2WUBAAAAhkPIQ75LS0vTyJEjtW3bNlWtWlVTpkyRn5+fs8sCAAAADImQh3w3a9Ysbdu2TYGBgZo2bZo8PDycXRIAAABgWIQ85KsLFy5oyZIlMplMeuKJJ/Tzzz9nO8bLy0vNmjVzQnUAAACA8RDykK92797tWP5g+vTpOR7ToEEDQh4AAACQRwh5yFfdunVTt27dnF0GAAAAUGSYnV0AAAAAACDvEPIAAAAAwEAIeQCAHKXb7TpwNVW7o806cDVV6Xa7s0sCAAB3gWfyAADZbL+YpCmHrut4TIoSU2wqFnZdNTwT9UY9D7Uu5+rs8gAAwG3QkwcAyGL7xSS9uTtaIVdTVNwq+djsKm6VQq6m6M3d0dp+McnZJQIAgNsg5AEAHNLtdk05dF1xyXb5FzfLzWqS2SS5WU3yL25WXHLGfoZuAgBQeBHyAAAOB6+k6ERsqrxczTKZTFn2mUwmebmadSI2VQevpDipQgAAcCeEPACAw5WkdKWk2+VqyXm/q0VKSbfrSlJ6wRYGAADuGiEPAOBQ2tUsF7NJSWk5709Kk1zMJpV25dcHAACFFb+lAQAO9Uu7qHopq6KT0mW/6bk7u92u6KR0VS9lVf3SLk6qEAAA3AkhDwDgYDaZ9EY9D5WwmXTpRroSUu1Kt0sJqXZdupGuEraM/eabntcDAACFByEPAJBF63KumtzcS4HeLrqRKl1ONulGqhTo7aLJzb1YJw8AgEKOxdABANm0LueqVv427bkUr2PnI1SzvJea+LvTgwcAwAOAkAcAyJHZZFIDb6u849NVwdtKwAMA4AHBcE0AAAAAMBBCHgAAAAAYCCEPAAAAAAyEkAcAAAAABkLIAwAAAAADIeQBAAAAgIEQ8gAAAADAQAh5KNIsFouzS8BNaJPChzYpnGiXwoc2KXxoExRVppiYGLuziwAAAAAA5A168gAAAADAQAh5AAAAAGAghDwAAAAAMBBCHgAAAAAYCCEPAAAAAAyEkAcAAAAABkLIAwAAAAADsTq7ACCvxcTEaO7cudq5c6eio6NVoUIF9ejRQ88888wdz01LS9OKFSu0Zs0aXbp0Sd7e3nr66af18ssvq1ixYgVQvTHlpk0yz/35558VFRWlEiVKqFGjRnr11VdVuXLlAqjeuHLTLjebPn26Fi5cqM8//1xNmzbNh2qLhty2ye7du7Vo0SIdPXpUFotFtWvX1sCBA1WnTp18rty4ctMm8fHxmj17tn766SddvnxZ3t7eat26tQYOHKgSJUoUQPXGd/jwYfXr109Tp06963971q9fr+XLl+vs2bNyd3dXmzZtNGDAAJUsWTKfqwUKDiEPhpKQkKDBgwfr5MmT6tatmypVqqQffvhBH3zwga5cuaI+ffrc9vwJEyZo9erVevLJJ9W9e3cdO3ZMCxcu1NGjRzV16lSZTKYCuhPjyE2bJCUlaeDAgTp9+rQ6deqk2rVr6+LFi1q1apV+/fVXzZ07V9WrVy/AuzGO3P6s/NW+ffu0ePHifKy2aMhtm6xdu1YfffSRqlatqgEDBighIUHLly/Xq6++qjlz5qh27doFdCfGkZs2SU1N1aBBgxQSEqK//e1vatSokY4ePapVq1bpwIEDmj9/vlxdXQvwbozn7NmzGj58uNLS0u76nAULFmjGjBlq0qSJBg8erIsXL2rlypWONuEPujAKQh4MZeXKlTp27JjGjh2roKAgSVJwcLCGDBmiefPmqUOHDvLz88vx3MOHD2v16tUKDg7Wf/7zH8d2Pz8/zZ49Wz/88IP+9re/Fch9GElu2mTZsmU6efKkRo4cqWeffdaxvV27durTp4+mTZumzz77rEDuw2hy0y5/df36dY0ZM0ZWq1XJycn5Xbah5aZNIiMjNWnSJNWqVUuzZ892fFBt27atunfvrlmzZmnq1KkFdi9GkZs22b59u0JCQvTss89q5MiRju1lypTRvHnz9N1336lr164Fch9GtG3bNn344Ye6du3aXZ8TERGhuXPnqnnz5po8ebLM5oynlmrUqKHRo0dr5cqVevHFF/OrZKBA8UweDGXDhg3y8fHR008/7dhmNpvVu3dvpaSkaNOmTbc897vvvpMk9erVK8v2Xr16ycXFRevXr8+fog0uN23y66+/ysXFRZ06dcqyvVatWqpSpYr+/PPP/Crb8HLTLn81fvx4paen82E1D+T236/ExET961//ytITUaFCBQ0ZMoQhtPcpN21y7tw5SdJjjz2WZXvr1q0lSceOHcuHiouGN998UyNGjFDp0qX11FNP3fV5mzdvVkpKinr06OEIeJIUFBQkX19ffs/DUAh5MIy4uDidPn1aderUyTasMjAwUJIUEhJyy/MPHz6sEiVKqFKlSlm2u7m5qUqVKrc9FznLbZt8+OGH+vLLL2WxWLJst9vtio6OzvJLGncvt+2SacOGDfr+++/13nvv8XxRLuW2Tfbu3St3d3c1bNhQUsZQwcTERElS9+7d9cILL+RP4QaW2zbJ/F1y6tSpLNvPnj0rSfL19c3DaouW06dP67XXXtPixYv10EMP3fV5hw8fliTVrVs3y3aTyaQ6dero9OnTiouLy9NaAWdhuCYMIzIyUna7PcehMyVKlJC7u7suXrx42/NvNezG19dXx44dU1xcHB9m70Fu28THx0c+Pj7Ztm/YsEGXL19Wy5Yt87TeoiK37SJJFy5c0CeffKIePXqoadOm9KrmUm7b5PTp0/L19dWpU6c0bdo0/fHHH0pLS1PVqlU1aNAgflbuQ27b5PHHH9eTTz6phQsXytfXV40aNVJoaKimTJkiX1/fLEPQcW9WrFghm812z+dFRkaqePHi8vDwyLYvM3RfvHhRNWrUyHWNgLMR8mAYmX99K168eI77XV1dlZCQcNvzAwICctyXOfwpISGBkHcPctsmOTl+/LgmTpwoi8Wifv365brGoii37ZKWlqbRo0fLz89Pr7/+er7UWNTktk2uXbsmu92u/v376/HHH9cHH3yg6OhoLV68WMOGDdPHH3+sJ554Ij9KN6zctonZbNbLL7+ssLAwvf/++47tpUuX1owZM3L8Axbuzv0EPCmjTd3c3HLcl/l7PrMHHHjQEfJQpNxueJ/dbr/jPmbXzHv3MuTyyJEjeuONNxQfH6/hw4czLXw+ul27fPnll/rf//6nL7/88r4/bOHe3a5NUlJSFBUVpR49emjo0KGO7U888YSef/55TZo0Sa1bt+bfsDx2uzbZu3ev3njjDVksFvXt21c1a9bUxYsXtXTpUvXt21eTJk1yDK9FweD3PIoSHmiBYWT+tfVWf4VLTEzMcYjGX8+/3bmSbns+ssttm/zVzp07NXDgQMXGxmro0KHq1q1bntVZ1OSmXQ4fPqz58+erZ8+e8vX1VUxMjGJiYhzXio+PV0xMjNLT0/OneIPK7c9KZi/E888/n2W7j4+PHnvsMUVEROj06dN5U2wRkds2mTlzppKTk/Xpp5+qf//+at26tXr27KkFCxbIarXqvffeU2pqar7Ujpy5u7vzex5FBj15MAx/f3+ZTCZFRkZm2xcXF6cbN27c9kH3cuXK3fL5isjISHl6erKm0T3KbZtk+uabbzRp0iSZzWa9//77jqnMcX9y0y67du1SWlqaFi1apEWLFmXbP2LECEnSmjVrVK5cubwt3MBy+7NStmxZnTx5UqVLl862z9vb23Ed3L3ctsmJEyf00EMPqVGjRlm2+/j46PHHH9fatWsVFhbGWp8FqFy5cjp69Kji4+Pl7u6eZV9kZKTMZrPKlCnjpOqAvEXIg2G4u7urUqVKOnLkSLZ9mTNq1a9f/5bn161bV0ePHtX58+dVvnx5x/YbN27o1KlTatGiRd4XbXC5bRMpY628KVOmyMPDQxMmTFDjxo3zpdaiJDft0rFjxxyHmH333XfauHGjBg8erJo1a+YYNnBruf1ZCQwM1MmTJxUaGprtuPPnz8tkMsnf3z9viza43LaJzWa7ZY925vbbDR9E3gsMDNSPP/6okJCQLMuK2O12HTlyRFWqVMkW/oAHFcM1YSjt27dXRESENm/e7NiWnp6upUuXymaz3XY9nczeocWLF2fZ/tVXXyk1NVUdO3bMn6INLjdtsnv3bk2dOlWlSpXS7NmzCXh56H7bJSAgQE2bNs32X+akRTVr1lTTpk3p9b4PuflZ6dy5syRp7ty5SktLc2w/ceKEdu3apcaNGzPRx33ITZu0bNlS586d044dO7JsDw8P108//aQyZcqoatWq+VY7smvXrp2sVquWLl2aJWBv3LhRUVFR2dZkBR5k9OTBUHr06KGNGzdq7NixOnbsmB566CF9//332rNnj/71r385PuScOHFCoaGhqlatmmOoTP369dWpUyetXr1a165dU7NmzRQSEqK1a9eqVatWzEx3n+63TdLT0zVx4kTZ7Xa1atVKJ06c0IkTJ7JdPygoiAfl70NuflaQP3LTJg0aNNALL7ygpUuXqn///mrfvr2uXr2q5cuXy83NTW+99ZYzb+2BlZs2GTRokPbt26e3335bnTt3Vu3atRUeHq5Vq1YpISFB/+///b9sa4Ai71y4cEEHDx5UQECAo8fV399fffr00dy5czV48GC1a9dOZ8+e1YoVK1SnTh117drVyVUDeccUExPDWAEYSnR0tGbMmKGdO3cqPj5eFStWVK9evdShQwfHMXPmzNG8efPUt29f9e/f37E9NTVVixYt0rp16xQZGSlfX18FBQXppZdeckxsgHt3P20SFham7t273/Hau3btktXK36vuR25+Vm6Wedznn3+eZRgU7k1u2+S7777TypUrderUKRUrVkxNmjTRq6++qooVKxb0rRhGbtokOjpa8+bN086dOxUVFSV3d3c9/PDDevnll1W7dm1n3I7h3OrfnvXr12vs2LHq2LGjRo8eneWcVatWaeXKlTp//ry8vb31+OOP69VXX1XJkiULunwg3xDyAAAAAMBAeCYPAAAAAAyEkAcAAAAABkLIAwAAAAADIeQBAAAAgIEQ8gAAAADAQAh5AAAAAGAghDwAAAAAMBBCHgAAAAAYCCEPAFAopaenO7sE3AbtAwCFl9XZBQBAUbJ3714NHDgwx31ms1murq7y8fFRvXr19Pe//1116tQp4Arvz8WLFxUcHCyLxaLdu3fn6lopKSn66quvdPXqVb3xxhuO7evXr9fYsWPVpEkTTZ8+PZcV553Mum5mMplks9lUqlQpVatWTW3atFHHjh1ltT4Yv3pv1aa3ah8AQOHxYPymAQADCgoKyvJ1enq6kpKSdOLECW3YsEGbN2/WqFGj1LFjRydV6ByLFi3S7Nmz9cwzzzi7lHvi5uam1q1bO7622+1KSkpSRESEfvvtN+3atUsrVqzQlClT5Ovr68RKc+dBbR8AKEoIeQDgJDn1/kgZYe/zzz/XkiVLNH78eLVs2VKenp4FW5wTpaWl5bj9iSeeUN26deXm5lbAFd0dT0/PW7bpmTNnNHbsWB06dEivv/66FixYIHd39wKu8N74+vpq5cqVMplMWbbfqn0AAIUHz+QBQCFjNpv12muvycvLS4mJidq5c6ezSyoUSpQooUqVKsnPz8/ZpdyzihUrasqUKapQoYLOnDmjJUuWOLukO7JarapUqZIqVqzo7FIAAPeInjwAKISsVqv8/f0VHR2tK1euZNkXGxurZcuWafv27bpw4YIsFoseeughPfXUU+rWrZuKFSuW5fimTZuqVKlSWrdunebOnastW7YoJiZGfn5+atu2rXr37i0PDw/H8Xd6vu5en42LiorS8uXL9dtvv+nChQtKSkqSh4eHatWqpW7duqlVq1ZZas307bff6ttvv1XHjh01evTo275uRESElixZol27dik8PFw2m03VqlVTx44d1blzZ1kslmz3V7duXX322WeaP3++tm3bpsjISHl4eKhZs2bq27evypcvf8d7uxceHh56/fXX9fbbb2vlypXq27dvlrok6ccff9R///tfHT16VAkJCfL19dVjjz2ml156ST4+PlmOHTBggPbt26eVK1fqxIkTWrFihUJDQ2W321WjRg316NFDbdu2zVbH+vXrtX79ep05c0bXrl2Tl5eXGjZsqB49eqhu3brZ3qe/fh/cqn2efPJJDRs2TGXKlNG3336b7b4kadSoUdqyZYuGDx+ubt265eq9BADcHj15AFAIJScn6+zZs5Ikf39/x/awsDD16tVLX375pa5evapmzZrp4Ycf1tmzZzVt2jT17dtX0dHR2a6Xnp6uN998U0uWLFHZsmXVvHlzxcTE6Msvv1Tfvn2zBcm8cvz4cfXq1UuLFy/W9evX1bhxYzVr1kw2m027d+/WsGHDtGbNGsfxQUFBqlatmiSpfPnyCgoKUv369W/7Gvv27VOPHj20YsUKJSUlqVWrVgoMDNT//vc/ffTRRxoyZIgSExOznRcfH6++fftq5cqV8vPzU4sWLZSSkqINGzaoT58+ioyMzNP3QpJatmwpm82m69evKyQkxLHdbrfr/fff19tvv639+/erUqVKatWqldLT07VixQr17t1bx48fz/Gac+bM0ciRI3X9+nU9+uij8vf314EDB/TOO+/ov//9b5ZjP/30U40dO1YhISGqVq2aWrVqJQ8PD23ZskX9+vW7Y6/xrdqnRYsW8vPzU1RUVI5/GLh27Zq2b98uNze3bM+iAgDyHj15AFDIpKSkaPz48YqLi1OpUqXUsmVLSVJqaqr+/e9/KyoqSu3bt9c777zj6LWLiYnR22+/rX379um9997TZ599luWa169f1+HDhzVlyhQ1b95ckhQXF6e33npLe/fu1dSpU2/5PFluTJgwQbGxsXruuec0fPhwx/Ndqampmjx5sr7++mt99dVXCg4OlpTxnOKcOXMUGhqqRo0aadSoUbe9fmxsrIYPH674+Hi9+OKLGjBggGP2yosXL2ro0KH6/fff9emnn+o///lPlnPDwsJUuXJlLV++3NFrFxMTo1deeUXnzp3TN998o9deey1P3w9XV1cFBAQoLCxMp0+fdgTYJUuW6LvvvlOlSpU0YcIEVapUSVJGOJ8/f77mzp2rt956SytXrpSrq2uWa27btk3vv/++2rdv79g2efJkffXVV5o/f766du0qSYqMjNSKFStUsmRJLV26NMuw1wULFmjGjBmaNWtWlp7Vm92ufYKDgzV79mytW7dOjz32WJbzNm7cqKSkJHXu3FklSpS4vzcPAHDX6MkDACd57733svw3atQoDR48WO3bt9e6devk6uqqMWPGOD4Ub926VefOnVOFChX07rvvZhmW6enpqY8//ljFixfXb7/9lqWXKNMrr7ziCHhSxjNuY8eOldVq1ZYtW3T16tU8vb/k5GRVqlRJjz76qAYOHJhlAg+r1eoIHxcuXLjv11i9erWuXbumRo0aadCgQVmWJyhXrpzGjRsns9msdevWKSoqKtv5Q4YMyTIs09PTU506dZIkhYaG3nddt1OyZElJcvS4pqamatGiRZKkMWPGOAKelPF8Zr9+/dSgQQNdunRJmzdvzna9Nm3aZAl4ktS7d29JGUNlY2JiJEmXL1+W3W6Xh4eHvL29sxzfs2dPvfnmm+rXr99939ezzz4ri8WinTt3Ol4z09q1ayVJXbp0ue/rAwDuHiEPAJxk06ZNWf7bunWrQkJCVLZsWXXv3l1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0201415438679.5016084622.3117479127.5818150356.45
1201516050601.3816463341.9117976234.5918533752.07
2201615943714.5416218542.4117555441.6918213537.29
3201715797965.8316334719.2717760228.1718598067.07
4201816096654.1916580508.0718081342.1019041437.59
5201916434552.6516931434.8918494114.1719530000.00
6202016740000.0015890000.0017820000.000.00
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" - ], "text/plain": [ - " Year Q1 Q2 Q3 Q4\n", - "0 2014 15438679.50 16084622.31 17479127.58 18150356.45\n", - "1 2015 16050601.38 16463341.91 17976234.59 18533752.07\n", - "2 2016 15943714.54 16218542.41 17555441.69 18213537.29\n", - "3 2017 15797965.83 16334719.27 17760228.17 18598067.07\n", - "4 2018 16096654.19 16580508.07 18081342.10 19041437.59\n", - "5 2019 16434552.65 16931434.89 18494114.17 19530000.00\n", - "6 2020 16740000.00 15890000.00 17820000.00 0.00" + "([,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ],\n", + " [Text(0.9352388413294948, 0.5790753920420592, 'South West'),\n", + " Text(-0.10149524065232231, 1.0953075897321845, 'North Central'),\n", + " Text(-1.025719479700726, 0.3973657621920542, 'North West'),\n", + " Text(-0.8129097375184972, -0.741065286359851, 'North East'),\n", + " Text(0.20212460954188927, -1.0812703834922786, 'South South'),\n", + " Text(0.9846797028519302, -0.490312025950246, 'South East')],\n", + " [Text(0.5101302770888152, 0.315859304750214, '17.6%'),\n", + " Text(-0.055361040355812165, 0.5974405034902824, '17.6%'),\n", + " Text(-0.5594833525640323, 0.21674496119566591, '17.6%'),\n", + " Text(-0.4434053113737257, -0.4042174289235551, '17.6%'),\n", + " Text(0.11024978702284868, -0.5897838455412427, '14.7%'),\n", + " Text(0.5370980197374164, -0.26744292324558866, '14.7%')])" ] }, - "execution_count": 215, + "execution_count": 171, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "dfRealgdp" + "region_counts = merged_data['region'].value_counts()\n", + "plt.pie(region_counts.values, labels=region_counts.index, autopct='%1.1f%%')\n" + ] + }, + { + "cell_type": "markdown", + "id": "822f1b1e", + "metadata": {}, + "source": [ + "# Real GDP Analysis" ] }, { "cell_type": "code", - "execution_count": 216, - "id": "928b4237", + "execution_count": 172, + "id": "b6debb09", "metadata": {}, "outputs": [ { @@ -15071,7 +15672,7 @@ "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 216, + "execution_count": 172, "metadata": {}, "output_type": "execute_result" } @@ -15082,7 +15683,7 @@ }, { "cell_type": "code", - "execution_count": 217, + "execution_count": 173, "id": "7294b37b", "metadata": {}, "outputs": [], @@ -15092,7 +15693,7 @@ }, { "cell_type": "code", - "execution_count": 219, + "execution_count": 174, "id": "37143fa9", "metadata": {}, "outputs": [ @@ -15102,7 +15703,7 @@ "413801074.72" ] }, - "execution_count": 219, + "execution_count": 174, "metadata": {}, "output_type": "execute_result" } @@ -15113,7 +15714,7 @@ }, { "cell_type": "code", - "execution_count": 220, + "execution_count": 175, "id": "a3b30137", "metadata": {}, "outputs": [], @@ -15123,7 +15724,7 @@ }, { "cell_type": "code", - "execution_count": 221, + "execution_count": 176, "id": "56a29596", "metadata": {}, "outputs": [ @@ -15133,7 +15734,7 @@ "15890000.0" ] }, - "execution_count": 221, + "execution_count": 176, "metadata": {}, "output_type": "execute_result" } @@ -15144,7 +15745,7 @@ }, { "cell_type": "code", - "execution_count": 222, + "execution_count": 177, "id": "11b80273", "metadata": {}, "outputs": [], @@ -15154,7 +15755,7 @@ }, { "cell_type": "code", - "execution_count": 223, + "execution_count": 178, "id": "e4af1fa4", "metadata": {}, "outputs": [ @@ -15164,7 +15765,7 @@ "96.15999064024857" ] }, - "execution_count": 223, + "execution_count": 178, "metadata": {}, "output_type": "execute_result" } @@ -15175,7 +15776,7 @@ }, { "cell_type": "code", - "execution_count": 226, + "execution_count": 179, "id": "1ba5bae2", "metadata": {}, "outputs": [ @@ -15185,7 +15786,7 @@ "Index(['Year', 'Q1', 'Q2', 'Q3', 'Q4'], dtype='object')" ] }, - "execution_count": 226, + "execution_count": 179, "metadata": {}, "output_type": "execute_result" } @@ -15196,7 +15797,7 @@ }, { "cell_type": "code", - "execution_count": 224, + "execution_count": 180, "id": "006ddaa7", "metadata": {}, "outputs": [ @@ -15300,7 +15901,7 @@ "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 224, + "execution_count": 180, "metadata": {}, "output_type": "execute_result" } @@ -15311,17 +15912,17 @@ }, { "cell_type": "code", - "execution_count": 225, + "execution_count": 181, "id": "afd1d112", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 225, + "execution_count": 181, "metadata": {}, "output_type": "execute_result" }, @@ -15357,12 +15958,20 @@ "metadata": {}, "source": [ "# Observation: \n", - "The real gdp of country in the 2nd quarter (Q2) dropped to what it was as at 2014 thereby resulting to the backwardness of the country's economy" + "The Real GDP value of the country Pre-COVID-19 has either been on the rise for all quarters or same until 2020 especially in the 2nd quarter (Q2) where the Gdp dropped below what it has ever been since 2014 thereby resulting to the backwardness of the country's economy." + ] + }, + { + "cell_type": "markdown", + "id": "ada9c07f", + "metadata": {}, + "source": [ + "# Budget Analysis" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 190, "id": "3a65e340", "metadata": {}, "outputs": [ @@ -15660,7 +16269,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 163, + "execution_count": 190, "metadata": {}, "output_type": "execute_result" } @@ -15671,7 +16280,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 191, "id": "2a31bcf6", "metadata": {}, "outputs": [], @@ -15680,7 +16289,6 @@ "Lowest_initial = dfBudget.loc[dfBudget['Initial_budget (Bn)'].idxmin(), 'states']\n", "Highest_revised = dfBudget.loc[dfBudget['Revised_budget (Bn)'].idxmax(), 'states']\n", "Lowest_revised = dfBudget.loc[dfBudget['Revised_budget (Bn)'].idxmin(), 'states']\n", - "#dfBudget_Percentage_Change = ((dfBudget['Revised_budget (Bn)'] - dfBudget['Initial_budget (Bn)']) / dfBudget['Initial_budget (Bn)']) * 100\n", "df_modified = dfBudget.copy()\n", "df_modified['Budget_Diff'] = dfBudget['Initial_budget (Bn)'] - dfBudget['Revised_budget (Bn)']\n", "df_modified['dfBudget_Percentage_Change'] = ((dfBudget['Initial_budget (Bn)'] - dfBudget['Revised_budget (Bn)']) / dfBudget['Initial_budget (Bn)']) * 100" @@ -15688,7 +16296,7 @@ }, { "cell_type": "code", - "execution_count": 233, + "execution_count": 184, "id": "a8d88dd6", "metadata": {}, "outputs": [ @@ -15698,7 +16306,7 @@ "'Lagos'" ] }, - "execution_count": 233, + "execution_count": 184, "metadata": {}, "output_type": "execute_result" } @@ -15709,7 +16317,7 @@ }, { "cell_type": "code", - "execution_count": 234, + "execution_count": 185, "id": "db783810", "metadata": {}, "outputs": [ @@ -15719,7 +16327,7 @@ "'Lagos'" ] }, - "execution_count": 234, + "execution_count": 185, "metadata": {}, "output_type": "execute_result" } @@ -15730,7 +16338,7 @@ }, { "cell_type": "code", - "execution_count": 235, + "execution_count": 186, "id": "f3855005", "metadata": {}, "outputs": [ @@ -15740,7 +16348,7 @@ "'Yobe'" ] }, - "execution_count": 235, + "execution_count": 186, "metadata": {}, "output_type": "execute_result" } @@ -15751,7 +16359,7 @@ }, { "cell_type": "code", - "execution_count": 236, + "execution_count": 187, "id": "e4dff866", "metadata": {}, "outputs": [ @@ -15761,7 +16369,7 @@ "'Nasarawa'" ] }, - "execution_count": 236, + "execution_count": 187, "metadata": {}, "output_type": "execute_result" } @@ -15772,7 +16380,7 @@ }, { "cell_type": "code", - "execution_count": 228, + "execution_count": 188, "id": "23650d74", "metadata": {}, "outputs": [ @@ -16185,7 +16793,7 @@ "36 28.617548 " ] }, - "execution_count": 228, + "execution_count": 188, "metadata": {}, "output_type": "execute_result" } @@ -16196,15 +16804,15 @@ }, { "cell_type": "code", - "execution_count": 242, + "execution_count": 192, "id": "14850bf8", "metadata": {}, "outputs": [ { "data": { - "image/png": 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" ] }, "metadata": {}, @@ -16213,8 +16821,8 @@ ], "source": [ "# Plot the bar chart for Initial and Revised Budgets\n", - "df_modified.plot(x='states', y=['Initial_budget (Bn)', 'Revised_budget (Bn)', 'Budget_Diff', 'dfBudget_Percentage_Change'], kind='bar', width=1, figsize=(18, 9))\n", - "plt.xlabel('States')\n", + "df_modified.plot(x='states', y=['Initial_budget (Bn)', 'Revised_budget (Bn)', 'Budget_Diff', 'dfBudget_Percentage_Change'], kind='bar', width=1, figsize=(18, 12))\n", + "plt.xlabel(' States')\n", "plt.ylabel('Budget (Bn)')\n", "plt.title('Budget Analysis')\n", "plt.xticks(rotation=90)\n", @@ -16225,23 +16833,7 @@ { "cell_type": "code", "execution_count": null, - "id": "632f88c0", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0419a057", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f1af5f05", + "id": "a28a56e9", "metadata": {}, "outputs": [], "source": [] From 39f9b5391c3e4e97bd0ac4079435c5817d62987d Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Wed, 9 Aug 2023 13:17:29 +0100 Subject: [PATCH 26/35] Yes --- My_Capstone Project-Copy1.ipynb | 117 +------------------------------- 1 file changed, 1 insertion(+), 116 deletions(-) diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index 34529b2f..48c23793 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -15795,121 +15795,6 @@ "dfRealgdp.columns" ] }, - { - "cell_type": "code", - "execution_count": 180, - "id": "006ddaa7", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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YearQ1Q2Q3Q4
0201415438679.5016084622.3117479127.5818150356.45
1201516050601.3816463341.9117976234.5918533752.07
2201615943714.5416218542.4117555441.6918213537.29
3201715797965.8316334719.2717760228.1718598067.07
4201816096654.1916580508.0718081342.1019041437.59
5201916434552.6516931434.8918494114.1719530000.00
6202016740000.0015890000.0017820000.000.00
\n", - "
" - ], - "text/plain": [ - " Year Q1 Q2 Q3 Q4\n", - "0 2014 15438679.50 16084622.31 17479127.58 18150356.45\n", - "1 2015 16050601.38 16463341.91 17976234.59 18533752.07\n", - "2 2016 15943714.54 16218542.41 17555441.69 18213537.29\n", - "3 2017 15797965.83 16334719.27 17760228.17 18598067.07\n", - "4 2018 16096654.19 16580508.07 18081342.10 19041437.59\n", - "5 2019 16434552.65 16931434.89 18494114.17 19530000.00\n", - "6 2020 16740000.00 15890000.00 17820000.00 0.00" - ] - }, - "execution_count": 180, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "dfRealgdp" - ] - }, { "cell_type": "code", "execution_count": 181, @@ -16280,7 +16165,7 @@ }, { "cell_type": "code", - "execution_count": 191, + "execution_count": 193, "id": "2a31bcf6", "metadata": {}, "outputs": [], From 9ed439c89a8d35ccea8255fe43f910e916eee06c Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Wed, 9 Aug 2023 14:18:45 +0100 Subject: [PATCH 27/35] readme_edit --- README.md | 63 ++++++++++++++++++++++++++++++------------------------- 1 file changed, 35 insertions(+), 28 deletions(-) diff --git a/README.md b/README.md index bb5f977f..db083bb9 100644 --- a/README.md +++ b/README.md @@ -1,43 +1,50 @@ # Nigeria-COVID-19-Data-Analysis-Using-Python + Data Scientist: Micro degree Capstone Project + # Project description: + Coronavirus disease (COVID-19) is an infectious disease caused by a newly discovered coronavirus, and it has affected major parts of the world. Nigeria, a West-African country, has also been affected by the COVID-19 pandemic after recording its first case on 27th February 2020. Nigeria is a country with 37 states - Federal Capital Territory included- and a fast-growing economic environment with about 200 million citizens. COVID-19 has affected several country activities as the country steadily progressed from its first case to shutting down major airports, state-wide lockdown, curfews, and reviving its economy. # Project Steps -- Data collection: - After importing all required libraries, dataset were collected from The Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE) repository using the Urlib.request since the NCDC COVID-19 official website could not be accessed. These dataset includes: - #Global Daily Confirmed Cases - #Global Daily Recovered Cases - #Global Daily Death Cases - #covid_external.csv - #Budget data.csv - #RealGDP.csv +- Data collection: + After importing all required libraries, dataset were collected from The Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE) repository using the Urlib.request since the NCDC COVID-19 official website could not be accessed. These dataset includes: + #Global Daily Confirmed Cases + #Global Daily Recovered Cases + #Global Daily Death Cases + #covid_external.csv + #Budget data.csv + #RealGDP.csv - # Data cleaning and preparation: - Data were cleaned by dropping columns with a null value and zero value, removing commas from numerical values - Data were also converted to appropriate datatypes - Nigeria data was extracted from the world COVID-19 record for analysis - The dataframe was transposed to give it a better presentation - Pandas DataFrame for Daily Confirmed, Recovered and deaths Cases were gotten + + Data were cleaned by dropping columns with a null value and zero value, removing commas from numerical values + Data were also converted to appropriate datatypes + Nigeria data was extracted from the world COVID-19 record for analysis + The dataframe was transposed to give it a better presentation + Pandas DataFrame for Daily Confirmed, Recovered and deaths Cases were gotten +- - # Data analysis - A plot that shows the Top 10 states in terms of Confirmed Covid cases by Laboratory test and Discharged Covid cases were generated - A bar plot for the total daily confirmed, recovered, and death cases in Nigeria were generated. + A bar plot that shows the Top 10 states in terms of Confirmed Covid (Laboratory test ) cases, discharged and death cases was generated. + A line plot for the total daily confirmed, recovered, and death cases in Nigeria were generated. The daily infection rate was determined to show the derivate of the total cases on a bar plot - The maximum infection rate for a day was calculated signifying the number of new cases and the date was found to be 3/9/23 . - The relationship between the external dataset and the NCDC COVID-19 dataset was determined and a line plot of the top 10 confirmed cases and the overall community vulnerability index on the same axis was generated. - The two datasets above (external and COVID-19) were combined on a common column and the relationship between them was generated. + The daily confirmed, recovered, and death cases datasets were combined and viewed on a bar chart. + The daily infection rate was determined and plotted on a line graph. + The maximum infection rate for a day was calculated signifying the number of new cases and the date found was identified. + The relationship between the external dataset and the NCDC COVID-19 dataset was determined based on the top 10 confirmed cases versus the overall community vulnerability index by merging the two datasets on a common column (states) and plotting their result on the same axis of a line plot. A regression plot between two variables (Confirmed Cases and Population Density) was generated to visualize the linear relationships. + A pie chart was generated to visualize the proportion/percentage of confirmed cases per region within the country. + The percentage difference between the pre-covid_19 and the covid_19 Q2 was determined. Analysis on the real GDP data shows that the GDP fell from 413801074.72 Pre-Covid_19 to 15890000.0 during Q2 2020, a %change of 96%. A visualization was also presented. - A bar plot showing the initial and revised budget for each state was presented. + A bar plot showing the initial and revised budget for each state was presented. +- # A plot that shows the Top 10 states in terms of Confirmed Covid cases by Laboratory test and Discharged Covid cases were generated - # Insight - The global covid_19 dataset consists of 289 rows and 1144 valid columns while Nigeria's data consist of 1 row and 506 valid columns - From the bar chart in Figure 1, Lagos has the most confirmed cases in Nigeria with 26708 cases while Delta state has the least cases with 1843 cases. - From the bar chart in Figure 2, Lagos has the most discharged cases in Nigeria with 24037 cases while Delta state has the least cases with 1737 cases. - From the bar chart in Figure 3, Lagos has the most death cases in Nigeria with 236 cases while Delta state has the least cases with 36 cases. - Figure 4 shows that very few death cases in Nigeria - The maximum infection rate for a day was 103799897 and this happened on 3/9/23. - Analysis of the real GDP data shows that the GDP fell from 413801074.72 Pre-Covid_19 to 15890000.0 during Q2 2020, a %change of 96%. - - + The global covid_19 dataset consists of 289 rows and 1144 valid columns while Nigeria's data consist of 1 row and 506 valid columns + From the bar chart in Figure 1, Lagos has the most confirmed cases in Nigeria with 26708 cases while Delta state has the least cases with 1843 cases. + From the bar chart in Figure 2, Lagos has the most discharged cases in Nigeria with 24037 cases while Delta state has the least cases with 1737 cases. + From the bar chart in Figure 3, Lagos has the most death cases in Nigeria with 236 cases while Delta state has the least cases with 36 cases. + Figure 4 shows that very few death cases in Nigeria + The maximum infection rate for a day was 103799897 and this happened on 3/9/23. + Analysis of the real GDP data shows that the GDP fell from 413801074.72 Pre-Covid_19 to 15890000.0 during Q2 2020, a %change of 96%. From 99b90b3b7d1048dcbecd6a27d07fa12c6c309a06 Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Wed, 9 Aug 2023 15:02:20 +0100 Subject: [PATCH 28/35] Readme done --- README.md | 53 ++++++++++++++++++++++++++--------------------------- 1 file changed, 26 insertions(+), 27 deletions(-) diff --git a/README.md b/README.md index db083bb9..a65078d6 100644 --- a/README.md +++ b/README.md @@ -1,29 +1,28 @@ # Nigeria-COVID-19-Data-Analysis-Using-Python -Data Scientist: Micro degree Capstone Project - +# Data Scientist: Micro degree Capstone Project # Project description: -Coronavirus disease (COVID-19) is an infectious disease caused by a newly discovered coronavirus, and it has affected major parts of the world. Nigeria, a West-African country, has also been affected by the COVID-19 pandemic after recording its first case on 27th February 2020. -Nigeria is a country with 37 states - Federal Capital Territory included- and a fast-growing economic environment with about 200 million citizens. COVID-19 has affected several country activities as the country steadily progressed from its first case to shutting down major airports, state-wide lockdown, curfews, and reviving its economy. + Coronavirus disease (COVID-19) is an infectious disease caused by a newly discovered coronavirus, and it has affected major parts of the world. Nigeria, a West-African country, has also been affected by the COVID-19 pandemic after recording its first case on 27th February 2020. + Nigeria is a country with 37 states - Federal Capital Territory included- and a fast-growing economic environment with about 200 million citizens. COVID-19 has affected several country activities as the country steadily progressed from its first case to shutting down major airports, state-wide lockdown, curfews, and reviving its economy. # Project Steps -- Data collection: - After importing all required libraries, dataset were collected from The Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE) repository using the Urlib.request since the NCDC COVID-19 official website could not be accessed. These dataset includes: - #Global Daily Confirmed Cases - #Global Daily Recovered Cases - #Global Daily Death Cases - #covid_external.csv - #Budget data.csv - #RealGDP.csv +- # Data collection: + After importing all required libraries, dataset were collected from The Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE) repository using the Urlib.request since the NCDC COVID-19 official website could not be accessed. These dataset includes: + #Global Daily Confirmed Cases + #Global Daily Recovered Cases + #Global Daily Death Cases + #covid_external.csv + #Budget data.csv + #RealGDP.csv - # Data cleaning and preparation: - Data were cleaned by dropping columns with a null value and zero value, removing commas from numerical values - Data were also converted to appropriate datatypes - Nigeria data was extracted from the world COVID-19 record for analysis - The dataframe was transposed to give it a better presentation - Pandas DataFrame for Daily Confirmed, Recovered and deaths Cases were gotten + Data were cleaned by dropping columns with a null value and zero value, removing commas from numerical values + Data were also converted to appropriate datatypes + Nigeria data was extracted from the world COVID-19 record for analysis + The dataframe was transposed to give it a better presentation + Pandas DataFrame for Daily Confirmed, Recovered and deaths Cases were gotten - - # Data analysis A bar plot that shows the Top 10 states in terms of Confirmed Covid (Laboratory test ) cases, discharged and death cases was generated. @@ -36,15 +35,15 @@ Nigeria is a country with 37 states - Federal Capital Territory included- and a A regression plot between two variables (Confirmed Cases and Population Density) was generated to visualize the linear relationships. A pie chart was generated to visualize the proportion/percentage of confirmed cases per region within the country. The percentage difference between the pre-covid_19 and the covid_19 Q2 was determined. - Analysis on the real GDP data shows that the GDP fell from 413801074.72 Pre-Covid_19 to 15890000.0 during Q2 2020, a %change of 96%. A visualization was also presented. - A bar plot showing the initial and revised budget for each state was presented. -- # A plot that shows the Top 10 states in terms of Confirmed Covid cases by Laboratory test and Discharged Covid cases were generated + The state with the highest and lowest initial and revised budget were determined, also the percentage difference between the initial budget and the revised budget was determined. All these were added on to the original dataset and the plotted on a bar plot. - # Insight - The global covid_19 dataset consists of 289 rows and 1144 valid columns while Nigeria's data consist of 1 row and 506 valid columns - From the bar chart in Figure 1, Lagos has the most confirmed cases in Nigeria with 26708 cases while Delta state has the least cases with 1843 cases. - From the bar chart in Figure 2, Lagos has the most discharged cases in Nigeria with 24037 cases while Delta state has the least cases with 1737 cases. - From the bar chart in Figure 3, Lagos has the most death cases in Nigeria with 236 cases while Delta state has the least cases with 36 cases. - Figure 4 shows that very few death cases in Nigeria - The maximum infection rate for a day was 103799897 and this happened on 3/9/23. - Analysis of the real GDP data shows that the GDP fell from 413801074.72 Pre-Covid_19 to 15890000.0 during Q2 2020, a %change of 96%. + The global covid_19 dataset consists of 289 rows and 1144 valid columns while Nigeria's data consist of 1 row and 506 valid columns. + Lagos has the most confirmed cases in Nigeria with 26708 cases while Delta state has the least cases with 1843 cases. + Lagos has the most discharged cases in Nigeria with 24037 cases while Delta state has the least cases with 1737 cases. + Lagos has the most death cases in Nigeria with 236 cases while Delta state has the least cases with 36 cases. + It was observed that there were very few death cases in Nigeria + Maximum daily infection was observed to be 6158.0 and the date it occured was observed to be 2021-12-22. + The top 10 confirmed cases versus the overall community vulnerability index merge shows that Overall CCVI Index the is very low in this states which means that the impact of the virus on these community after the virus arrives is low. + Analysis on the real GDP data shows that the GDP dropped from 413801074.72 Pre-Covid_19 to 15890000.0 during Q2 2020, a %change of 96%. A visualization was also presented. + Lagos state has the highest initial and revised budget, Yobe state has the lowest initial budget while Nasarawa state has the lowest revised budget. \ No newline at end of file From 821c919dd893a2c612f92223d2dbf460fcadbeed Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Wed, 9 Aug 2023 15:52:35 +0100 Subject: [PATCH 29/35] semidone --- My_Capstone Project-Copy1.ipynb | 439 +++++++++++++++++++++++++++++--- README.md | 22 +- 2 files changed, 410 insertions(+), 51 deletions(-) diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index 48c23793..39a10f81 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -68,7 +68,7 @@ { "data": { "text/plain": [ - "('comfirmed_cases.csv', )" + "('comfirmed_cases.csv', )" ] }, "execution_count": 4, @@ -1296,7 +1296,7 @@ { "data": { "text/plain": [ - "('recovered_cases.csv', )" + "('recovered_cases.csv', )" ] }, "execution_count": 15, @@ -2529,7 +2529,7 @@ { "data": { "text/plain": [ - "('death_cases.csv', )" + "('death_cases.csv', )" ] }, "execution_count": 26, @@ -3387,7 +3387,7 @@ { "data": { "text/plain": [ - "('external_cases.csv', )" + "('external_cases.csv', )" ] }, "execution_count": 36, @@ -4292,7 +4292,7 @@ { "data": { "text/plain": [ - "('covid_cases.csv', )" + "('covid_cases.csv', )" ] }, "execution_count": 47, @@ -5276,7 +5276,7 @@ { "data": { "text/plain": [ - "('budget_cases.csv', )" + "('budget_cases.csv', )" ] }, "execution_count": 58, @@ -5685,7 +5685,7 @@ { "data": { "text/plain": [ - "('Realgdp_cases.csv', )" + "('Realgdp_cases.csv', )" ] }, "execution_count": 65, @@ -6649,7 +6649,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 74, @@ -13270,7 +13270,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -13580,7 +13580,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 157, @@ -15239,23 +15239,23 @@ }, { "cell_type": "code", - "execution_count": 168, + "execution_count": 195, "id": "2f4f19d6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 168, + "execution_count": 195, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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statesNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of DeathsregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
33Kogi5032North Central4970000000.20.500.40.30.60
32Kebbi14351308North West4968000000.30.400.10.90.90
31Yobe164331238North East3723000100.31.000.00.91.00
30Taraba203191777North East3387000000.80.900.00.70.90
29Sokoto2284017117North West5612000000.20.400.31.01.00
28Anambra299627419South East6050000001.00.601.00.00.11
27Adamawa3559623821North East4672000000.60.900.30.70.60
26Niger3816930012North Central6260000000.60.300.10.80.80
25Jigawa3865731811North West6435000000.00.700.50.90.80
24Akwa Ibom395443429South East6093000000.70.600.80.50.11
\n", + "
" + ], + "text/plain": [ + " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "33 Kogi 5 0 \n", + "32 Kebbi 143 5 \n", + "31 Yobe 164 33 \n", + "30 Taraba 203 19 \n", + "29 Sokoto 228 40 \n", + "28 Anambra 299 6 \n", + "27 Adamawa 355 96 \n", + "26 Niger 381 69 \n", + "25 Jigawa 386 57 \n", + "24 Akwa Ibom 395 44 \n", + "\n", + " No. Discharged No. of Deaths region Population \\\n", + "33 3 2 North Central 4970000 \n", + "32 130 8 North West 4968000 \n", + "31 123 8 North East 3723000 \n", + "30 177 7 North East 3387000 \n", + "29 171 17 North West 5612000 \n", + "28 274 19 South East 6050000 \n", + "27 238 21 North East 4672000 \n", + "26 300 12 North Central 6260000 \n", + "25 318 11 North West 6435000 \n", + "24 342 9 South East 6093000 \n", + "\n", + " Overall CCVI Index Age Epidemiological Fragility Health System \\\n", + "33 0 0 0.2 0.5 0 \n", + "32 0 0 0.3 0.4 0 \n", + "31 1 0 0.3 1.0 0 \n", + "30 0 0 0.8 0.9 0 \n", + "29 0 0 0.2 0.4 0 \n", + "28 0 0 1.0 0.6 0 \n", + "27 0 0 0.6 0.9 0 \n", + "26 0 0 0.6 0.3 0 \n", + "25 0 0 0.0 0.7 0 \n", + "24 0 0 0.7 0.6 0 \n", + "\n", + " Population Density Socio-Economic Transport Availability Acute IHR \n", + "33 0.4 0.3 0.6 0 \n", + "32 0.1 0.9 0.9 0 \n", + "31 0.0 0.9 1.0 0 \n", + "30 0.0 0.7 0.9 0 \n", + "29 0.3 1.0 1.0 0 \n", + "28 1.0 0.0 0.1 1 \n", + "27 0.3 0.7 0.6 0 \n", + "26 0.1 0.8 0.8 0 \n", + "25 0.5 0.9 0.8 0 \n", + "24 0.8 0.5 0.1 1 " + ] + }, + "execution_count": 191, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "merged_data_least_10" + ] + }, + { + "cell_type": "code", + "execution_count": 194, + "id": "26cd4a33", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 194, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create a bar chart\n", + "plt.figure(figsize=(10, 6))\n", + "\n", + "# Plot the \"No. of Cases (Lab Confirmed)\" for the least 10 states\n", + "plt.plot(merged_data_least_10['states'], merged_data_least_10['No. of Cases (Lab Confirmed)'], marker='o', linestyle='-', color='blue', label='Confirmed Cases')\n", + "\n", + "# Plot the \"Overall CCVI Index\" for the least 10 states\n", + "plt.plot(merged_data_least_10['states'], merged_data_least_10['Overall CCVI Index'], marker='o', linestyle='-', color='orange', label='CCVI Index')\n", + "\n", + "\n", + "# Set labels and title\n", + "plt.xlabel('States')\n", + "plt.ylabel('Values')\n", + "plt.title('Least 10 States')\n", + "# Add a legend\n", + "plt.legend()" + ] + }, { "cell_type": "markdown", "id": "a3984ba9", @@ -15491,7 +15850,7 @@ }, { "data": { - "image/png": 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ffviBH3/8keHDh5fpGHs7m3NDbm4u//znP0sda+A+t65bt45169Yxf/583n333Qp/fKvquuuuY/Hixdjtdn777bcK16B5OhkRERH06dOn0uc0m81cccUVLFiwgN9//52nn3663DXCmqaxdOlSwD3V1NNZ3rlzJ6NGjSI3N7fU/dPS0khLS2PZsmVceeWVvPTSSzW2zOGJJ57gr7/+IjMzk7feeouLL76YBg0anNFzaJrGm2++WWb0wG63s2vXLnbt2sXXX3/Nq6++Wu2ddZvNxgsvvMCvv/5a6naHw8HmzZvZvHkzc+fO5Y033tBHLqtDbm4u69atA9ydsKpm4gwKCmLRokXlXmRwuVxMnjyZb775psy2nJwccnJy2LZtG99++y0ffPBBmem1L774YpkkMrm5ueTm5rJz507mzp3LW2+9VeZCnaZpvPPOO3z22Wdomqbfbrfb2bZtG9u2bWP+/PlMmTKlTBBQk8ewZzr95ZdffkaPq6rs7Gwef/xxtm7dWmZbRkYGa9asYc2aNfz000+8/fbbFfY3Fi1axBdffFGqv7Z371727t3LN998wzvvvFNu8FSRmji2oHr6QOvWreO5554rFUTa7Xa9f+G5iFrdJkyYwLJly/R/JyUl0bRp01L3yc7OZtiwYSQlJem32Ww2Vq9ezdq1a3njjTdwOp2MHz8em82m3yc1NZV58+axdu1aZs+eXebzS09P5/HHH2f37t2lbj9x4gTLli1j2bJl3HDDDTzzzDNlLgZU9J3ev38/b7/9Nn/88Ycee1Tm8ssvZ//+/SxYsKBuBXmbN29mzZo1ALRp06bMj8f69esZP348qqrSqlUr7r//fjp37oyiKGzZsoUPPviAffv28cwzz/Dee++VOjkVFxfrAV5QUBAPPPAAV1xxBRaLhXXr1jF9+nS++uqr044sLVq0iJiYGJ577jk6dOjA7t279QWgqqry1FNP8ddff2E0GrnjjjsYNGgQ9erV48SJEyxZsoQvv/yS1atX8/zzz/PGG2/or5eSksLkyZNRVZVevXpx77330rRpU1RVZfv27bzzzjscOXKEKVOmcMkll9CoUaNzelxltm/fzpNPPonNZiMyMpIHHniAPn36EBISwq5du/jggw/0dTtGo7HCdK0vvfQSRqOR0aNHc9lllxESEsLmzZt58803SU1N1TM/Xnzxxadt09k6duyYHqhWNbvm8uXLmThxIqqq0qBBAx566CF69OiByWRi8+bNvPfeeyQlJfHmm28SFBSkX3165plnePLJJ/nHP/5Bamoq11xzDU8//TRQetpBo0aNsFgsVUpFfq527Nih/52YmKj/nZuby2OPPcaRI0f0Y/W6664jLi6OY8eO8fXXX7NkyRLWrl3Lk08+yTvvvFPu1clPPvmEoqIi+vXrx3333UfDhg3Zs2cP06ZNY/fu3cyYMYP69euXGhWvyff68ssvo2ka7dq144EHHqBVq1ZYrVZSU1NZvHgx33zzDTabrdSJ9MILL+T333/n448/5uOPPwZOJik5NVFHeebOncv06dMB95S2Bx98kM6dO+NyuVi3bh3vvfce6enpPPfcc4SGhpYbXObl5fHKK6/oCXK6du2Ky+Vi2bJl/O9//8Nms/Hmm2/Sv39/fW1CTWnSpAnh4eHk5eWxefPmUttOnDjByJEjyczM1M8Nl156KaGhoRw8eJDPPvuMFStW8NFHHxEWFsbdd99d7muczblh+vTp7N27l6CgIB555BF69+5NZGQkJ06cYOHChcyZM4cDBw4wffp0fT1uRe69917uuusuRo8ezebNm+nSpQtvvfUW4F7razAYSEhIICUlhaVLl542yLviiiuqdKwMGjSIBQsWUFBQwOrVq8sd+du4cSNpaWn6/cHdsZ4wYQK5ubk0adKERx55hPbt2xMUFMThw4eZOXMma9eu5eeff6ZPnz5ce+21p23L2YiKiuLpp5/mqaeeoqCggJdffplp06ad0YyMt99+Ww/wunTpwv3330+bNm0oKipi5cqVfPDBB2RnZzN69GhmzZpF69atq6393p2/fv36cdddd9G8eXNyc3P5+eef+fjjj0lOTuaRRx7hk08+IT4+Xj8/pKam6h3ap59+mmuuuQagSsm8tm/frl8AOtPU/RV1wr/88kv9HDZw4EDuuOMOGjZsiMvl4tChQ3z66aesXbuW1NRU3n//fZ5//nn9sUuXLtUDvCFDhnDDDTcQHx9Pfn4+q1evZvr06RQUFDBx4kTmzp1bKuD64IMP+PTTT/XPcOjQoSQmJlJYWMiqVat4//33OXr0KKNGjeLTTz/Vz1c1eQwfOHBAv1hZnRfvvL344ots3boVo9HIsGHDuOKKK4iLi9OD4pkzZ3Lo0CHWr1/Pjz/+WGF27c8++4yYmBgeffRRevfuTXFxMT/++CMffvghaWlpjB07li+++KLCkdBT1cSxdbZ9oFONHz+e0NBQxo4dS+/evTEajfz5559MnTqV3NxcZs2axVVXXUXz5s1JSEjQf3cvu+wyAIYPH87w4cMBKp1+6i0zM1MPpEaMGIHL5eLvv/8u1f8B+PDDD7Hb7dx9993ceOONBAUFsXz5cqZOnYrT6eQ///kPOTk5NG7cmEceeYQLLriAzMxMPvjgA3799VeOHDnC/PnzGTZsmP6cnjgjKSmJoKAghg8fzsCBA4mKiuLYsWMsWLCARYsWsXjxYqxWK0899VSZNnm+03369GHEiBE0atSIo0eP8tFHH1V5ydHFF1/MBx98wOHDh9m9e3eVM6ie9aVBTdMoLCws819BQQHHjx9n69atvPfeezz22GO4XC6MRiOPP/54qedwuVxMmjQJVVVp3749s2bN4vLLLycuLo7Y2FgGDBjAzJkzadWqFU6nk8mTJ5d6vCdznKIo/Pe//+Xuu+8mISGB2NhYrr32WmbOnElUVFSpK1MVef755+nTpw8xMTH07t2b9u3bA+4rH3/99Rfg7sQ89thjtGrVisjISFq2bMljjz2mdz7++OMPli9frj/nH3/8gcPhIDg4mNdff51u3boRFxdHfHw8AwYMYOrUqRgMBpxOZ6krFGf7uMq88cYb2Gw2wsLCmDlzJrfffjsNGzYkKiqKiy++mBkzZuidr9mzZ5caffVmt9uZNm0aQ4cOpVGjRkRHR3PZZZfxxhtv6Pc59YpqddI0jXfffVf/98CBA0/7GLvdzuuvv46qqiQkJPDxxx9z3XXX6VmdBgwYwIcffqh3PKZMmUJ2djbgPgmFhISUGjkMCQkpdRvA//73P77++mv+97//VeO7LcszbRHcnTPvq+KzZ8/myJEjgHvq0WOPPUbLli2JjIykQ4cOTJgwQb/CtmHDhgqnlRYVFXHVVVfx3//+lw4dOhAVFUXPnj2ZMWOGfiV8+vTppa6E1ZRPP/0UTdOIjo5m2rRp9O3bl4SEBGJiYujQoQPjxo3Tf4yOHTvGoUOHgJP7yTuI9ey303Xcs7Ky9P3oOS8NGDCA2NhY4uPjuf766/noo4+Ij49HVdUyI3UeDoeDuLg4Zs2axZVXXklcXBz169fnjjvu4NFHHwXco6aei2A1zXOBLTMzs9Tt06dPJzMzk/DwcD788ENuv/12GjVqRFRUFBdeeCGvv/66HhDNmDGDEydOlPv8Z3Nu+O233wAYNmwYQ4YMoWnTpvq59fHHH9cDol9//fW0xc3NZjMhISH61Xbv76rRaERRFL2T+ddff+mJALzt3LlTP4Y8r306nTt3pkmTJgB6psZTeW5v0KCB3mk7cOAABw8eBOC5557j8ssvJyEhgejoaLp06cIbb7yhP69nFLCmXHbZZXqA4xk9rar9+/fz5ZdfAtC3b1/effddevXqRXR0NA0bNmTIkCHMmDGDkJAQbDYb//nPf6qt3atXr9Z/A2+55RZef/11LrzwQqKiomjatCkjRozgzTffxGg06iOVcPLY8O50e8713sdQZTznWqj6xcbKqKrKZ599Brinlk+aNInOnTvr542ePXsydepU/Rx86nnD8zl0796dxx9/nDZt2hAVFaVnZPTUdz18+DC7du3SH+fpbALcdtttvP7663Tt2lVP6nHbbbcxc+ZM/cLahx9+qD+2Jo9hz/szGo01knDlwIEDrFq1CnBP4X/44Ydp1aqVfuxcffXVvPPOO/rvRWXn6dDQUN5//32uv/56YmNjadSoESNGjODf//434P6Mz+Q7Vd3H1rn0gU5lNBqZOXMmgwcPpn79+sTFxXH99dfr71VVVf1Y9CST856uajKZ9NvOJFNkx44dee6552jYsCFNmjQpNwi12Ww88sgjjBo1imbNmlG/fn1uv/12/byflpZGREQE77//Pn369CEqKooWLVrw0ksv6cvKTp2x98knn5CUlITJZOKdd97hvvvuo1mzZnq/6rnnntP7VfPmzWPPnj36Y48fP65fPOnfvz+vv/46HTt2JCoqigsuuIDXX3+9Sn1YcPdFPJ/X6tWrq/y5nXWQl5qaymWXXVbmvwEDBnDdddcxYsQIZs2aRVFREXFxcbz55ptlajz8+eefHDt2DIBHH3203KscISEh+hShPXv2sH37dn2bZ23U5ZdfXu582AYNGlRpWllFV+LBvdOASuuzXHfddbRr1w5AXygL6EOwLper3C9MkyZNmDJlCh9//LG+BuRcHleRPXv2sG3bNsB9tbu8aQMmk4nx48djNBr1opXl6dGjR7nriFq3bq3XFTrTdXLebDZbmQsH+fn5pKamsmLFCkaNGqX/WHTu3LlKGfbWrFmjX0UfNWoUMTExZe4TFham13EsKiqqsNh0TarowklOTg779+9nzpw53Hvvvfox8fDDD+vfGVVV9aDt0ksvrTCD4n333af/aHiO7VNZrVaefPLJMlfyQ0JCeOSRRwD3VBbPxY+a1KVLF2688UZGjBhR4WiX95XOin6YzsRPP/2kL24eN25cuQvF69Wrp2cDS0tL0zOgneqWW24pt93ea1Q858Ca5vmh9Z6unZeXp3+fbr/99jLTXzwee+wxjEYjdru9zHQwj7M5N3im4J4aeHo88MADvP3223zyySfVMl3RE7i5XK5yL0Z5RvEaN25c7trT0z3vqlWrytSy8r4Yd8011+jfK+/px+W9f4vFwksvvcSMGTN49tlnq9yWs/XEE08QFxcHwDvvvFPl4/Lbb79FVVWMRiNPP/10uR23li1b6lfvt23bxs6dO6ulzZ4r5JGRkYwePbrc+/To0UOfEv3rr79WeKydqfz8fP3v6hiJLywsZPDgwVx99dXce++95Y6kGo1GunTpAlBqWjScPJ5yc3PLveh05ZVX8vrrr/PFF1+Umv63YMECXC4XVqtVP7+fqlmzZvqa5cWLF+vPX5PHsKfP0qRJkxopk6SqKkOHDuXyyy/n1ltvLfc+9evX12dKVfbbMmzYsHLPnddcc41+Tly8eHGV21bdx1Z19oGuuuqqcmeP9e7dWw+Iz6UPWJHK8l54WK3WcqeaesceN954Y5mlKiaTSe/De5fg0TRNnzJ85ZVXVvibMHz4cH2tq/e0zN9//12/GD569Ogyv2GKovCvf/2rSheVTCaT3nfzfDeqosama4aFhdG3b1969erF5ZdfXm4A9/fff+t/t2zZssKsMW3btkVRFDRNY9OmTXTs2JHDhw9z9OhRgHLX6nkMHDiw1JXk8rRq1arcDkRBQYE+B7ddu3aVZrXp1KkTu3btYvPmzWiahqIo+oFlt9sZPnw4t9xyC5dccgnt27fXD9bygsuzfVxFvD/nyua2169fn86dO7Nx40Y2btxY7n0qSxQRGxtLSkpKmfneZ6KqdXA6dOjAq6++WqWOn+f9m83mSheAd+7cmQYNGpCamsqGDRsYOnRoldpSXTwXTk5HURSGDx9eqnTEvn379DURle1jg8HAFVdcwcyZM9m/fz/Z2dllatP06tWrwh+Wiy++GKvVis1mY926dVx66aWnf2Pn4HTrI5OTk0tdOTvdaE9VeILXBg0aVHoFecCAAZhMJpxOJxs2bCj3c+/YsWO5j/VOflAbI6JAufP+t2zZonfUWrduXeE5zmw206JFC/bu3VtmuqfH2ZwbLrzwQlatWsXXX39NWloaV155Jb169dKPyUaNGlVpOnpVNW3alAsuuIBt27axdOlSbr/9dn2bqqr8/PPPAPqoVlVde+21vP/++9hsNn7//fdS07rWrFmjB9betycmJhIZGUlOTg4TJkzg77//pl+/fnTt2lXv1NZmyviIiAieeeYZHn/8cQoLC3n55Zf53//+d9qOlef82rlz50qnq1955ZX6CPmGDRv02TLnYsOGDYD7wlZlU+GuvPJKvvnmG1RVZfPmzdVSfsO7Y1YdGWvDwsIqrXuqqir79u3TO+unnuu6du3KypUr2bNnD/feey833nhjqeUcQUFB5f7+eT5Dz9S3is4BnnNZQUEB+/bto127djV6DHtGCM9kLduZaNWqVYUXBsA9TW/Hjh36+bmy35bKfnP79OnDtm3bSEpKKvf3tjzVfWxVZx+oot80s9lMREQEGRkZ59QHrEhFCQq9tW7dutwpoN7ruSua5ujJp+F94SIpKUm/eNG2bdtKY4AOHTqwcuXKUr+Pnr5E06ZN9bqup6pXrx7t27evUuCWmJjIvn379O9GVZx1kHdqFkGn08mxY8eYM2cO8+bNIz8/H4fDQb9+/So8+XpfKazqj6rnBOf92IquPoM7s1xYWFipKyOnqqhDm5KSon+xv/rqqwqLv3srKCggPz+f8PBwOnTowD/+8Q+++uorMjIyeP/993n//feJioqiR48eXHLJJfTr16/MVYWzfVxFPJ+Z1Wo9bYcpMTGRjRs3VljqorITlOfLVZXpsWfCYDAQEhJCTEwM7dq100eNqzrU73n/nnVzlUlMTCQ1NbVOlfowm82EhYXRqFEjOnXqxI033lgmgYDnPQJl5qmfynt7enp6mX1a2SJvk8lEw4YNSUpKqtWi0wUFBaxfv579+/dz9OhRjh49SlJSUpnF/tVx7Hne1+k+R0/mwIMHD1Z4vFSULMT7OPRerF+TPOdA7/OG50IZoK81PZ3qPDeMGTOGnTt3kpmZyYoVK1ixYoWeHfniiy+ukdpYgwYNYtu2bWzdulXPiAvuH2TPVNQzXf/WsGFDLrzwQjZu3MjSpUtLBXOeqZodO3Ys1WG1Wq08/fTTPPfcc9jtdubNm8e8efOwWq1ceOGF9O7dm8suu6zcbNQ1pW/fvlx33XUsWbKEv//+m7lz5zJkyJBKH+M595zu+9KoUSP9ApH3+epsFRQUkJeXV6XX9t5eXed27+O9OmYQeEtLS+Ovv/7i0KFD+vnOk/G2Irfeeiu//fYbW7duZffu3fz3v/8F3KPSvXr1ok+fPvTq1avM76bnHLBr164qXWQE92fYrl27Gj2GPefhmszI6rFnzx62bNnC4cOHOXbsGEeOHOHIkSOlAruKfluMRqM+JbU8nm2appGWllalIK+6j63q7ANVlgCrpvqAUPnvy+nu4z0YUNGaxfIGDLzjjKlTpzJ16tTTtsH7c/N87pUdH+CekluVIM/zXTiTvle1jeSZTCaaNWvGU089RaNGjXjrrbf45ZdfSEtL45133il3ytOp01qqwvMY7ylHpxvKDwkJqTTIq+jxZ9M+z+M8Hal//etfXHTRRcyZM4eNGzfqUzB//vlnfv75ZywWC7fffjsjR44sdfI928dV9j6qUp/Ec5+K0u+eyRzqs1HV1NVnojrff006l/IL3sfq6d6n90WX8q5Mne7igef7Utl3qrqoqsqHH37Ip59+WqaDYzQaadeuHQ0bNqzy2tSqOJPjxfNZ+ur7UlVOp1P/YfC+0HMu5+BTnc17bdasGV9++SUff/wxP//8MydOnEBVVXbu3MnOnTv56KOPaNWqFePHj6/wCvKZuuqqq5g6dSp2u52lS5fqi+x/+OEHwD0r43Q/yuW57rrr2LhxI+vWrdOv2BcVFelTectb4zdw4ECaNm3K7NmzWblyJUVFRdhsNtauXcvatWt566236Nu3L08//bQ+lbKm/etf/2L9+vWkp6czffp0Lr300gqvQsPJ46EqaeKDgoL0Kfnnyvs4PN1re3+Xq+O1oXTg6H2xpCo8eQpOlZuby2uvvcYvv/xSpqMcFBREz549sdls5Y6mBwUFMWPGDL7++msWLVrE/v379bZ51oTFxMQwatSoUhchzvUcUFPHsGc/nZqxvDrt27ePV155pdQyII/o6Gguuugitm3bVumFgaCgoEpHu72PvarO2qjuY8uf+oAVqUqSluquwXeu3w3PRajTxSgVBZ4V3c9ms6GqapVmstXI3ho6dCg7duzg559/ZuvWrUycOLHcxdaeDtKptTGqwrujeroO+dl22L1f40zrennr378//fv3Jycnh/Xr1/PXX3+xdu1ajh07ht1u57PPPsPhcJRJTHO2jzvVmQQunhNrVbNA+YMzef+eL6i/vX/vk9vp3qd3J6e8k+Lpplp4nr8qV9a8nc20xKlTp+oj6E2bNqVfv360atWK5s2b06JFC4KCgli5cmW1Bnln832p6wVe9+zZo3/+3iNj3sd5RfUNa1p0dDRjx45lzJgx7Nq1i/Xr17N+/Xo2btyI3W5n3759PProo3zxxRf6qNu58JRGWLZsGT///DPDhg3Tp1nCmY/ieQwcOJD//ve/2Gw2fvnlF2699VaWL19OcXExJpOpwnWyrVu35uWXX8Zut7Np0ybWr1/PunXr2LVrF5qmsWLFClJTU6ttXeLphIeH8+yzzzJmzBiKi4uZOHEi7733XoX3DwkJIS8vr0rBk+c7VR3fF+/A7nSvfbpz3tnwZJEsLi5m/fr1lZYXOdXrr7/O33//Tbdu3fjnP/9JZGQkTqeTxx57TM+e3LVrV3r27EmLFi1o1qwZzZo1w2g08tZbb1U4ZdpkMnHHHXdwxx13kJyczNq1a/V+Q25uLpmZmbz44ouEhIToU1aDgoIoKCiosLZuVdTEMXw2ZZLORHJyMg899BB5eXmYTCb69etHp06daNGihZ4ZEuCee+6pNMiz2Wz6Ep3yeB97Ve3MV/exdT70gWqCd3D21ltvnXGW18jISI4cOXLaPlVVSijAye/EmWQ+rrFfjGeeeUbPVvPrr7+WSkji4anxkpOTc9qT9KlXtbyvtHpnIjpVVlaWHk2fKe8aNOUVna6sfeWJjIzkiiuu4Omnn+abb77ho48+0k8kCxYsqLATfLaP8/BMlbDZbKddTO/Jqlkdnam6wvNePMFxZTz1Vfzt/Xu317tGTHm8t5dXD6uyRdNOp1Pf7v2a3j/cFa0hOLU+4+mkpaUxd+5cwJ2oZM6cOTz22GMMGjSIDh066D9CZ/q8p+N5X6f7HL2/T2daV6y2eWd99F7D7N3u6jjHnQtFUWjfvj333HMP06ZN46effuKee+4B3B2PRYsWVdtreUbV9uzZQ0pKCuvXr6egoACz2VxhMHY6oaGh+mfruejgSWpzySWXnPaiiMVioWfPnjzyyCPMnj2bRYsW6RmP9+zZU2ptdU275JJL9IyqmzZtqnSpQlW/L0ePHtXPv9XxfQkLC9OnL53utb2zRVfXud1sNuv7e8eOHVVeJ+Op03jw4EF+//13veP/yy+/6AHeqFGjmDFjBiNGjGDAgAG0aNFCD3aqOn2vYcOG3Hzzzbzyyiv89NNPTJw4UR8N8WRDhZP7ojq+/9V5DHuC+JqaVfPxxx+Tl5eH0WhkxowZvPrqqwwdOpTevXuXOkZO9/viPUuiPJ7jwmg0VvnYq+5j63zoA9UE7/PU6ZLJlPf98Dz+dPuvqkmuPN+FoKCgKl8sqbEgLywsrNQaj7fffrtM6m1P+neXy1VprYh169bRr18/brvtNj0jWmJiop4h6I8//qjwsVWtQVEeT3pVgBUrVlR6knv44Ye55pprePTRR/X7TZ48mVtvvbXC+k4dO3bU1zs4HA49W9bZPq4iF154of53ZSMeaWlp+rzgTp06Vfqc/sSTyMbhcFSYBRFg69at+sn6TDLr1QWtWrXSp1lWto81TdPT1nvSAJ/qzz//rHCR+erVq/WFyd6For2vjlfUCdmyZUvlb+IU27Zt09erDR48uMIruuvXr9f/PnV925lc8fLwfF9SU1NL1SQ81fLly/XPqS4fL+np6Xpmt2bNmpXKNNalSxf9x8IzklWe3NxcrrzySm666SbeeeedamnXtm3buP/++7niiiv0qWXeQkNDefTRR/XpWlVdh1CVfX7JJZfoa0tWrlyp/4Zccskl55TNzjMNbtOmTSQnJ/Pnn3+Wut3bwoULueuuu7jpppvKXZdZv379UtkOa3MNLMDYsWP1C53vvvtuhaMZnu/Lli1bOH78eIXP553NtLq+L55Mk6tWrar0arnntRVFqdbftjvuuANwn3feeOONKgVCn332mZ7M4eabb9bPa94FuSvK9uhyufREKZ7XBfdo0ahRo7j++uvLzZpsNBpL1aj0PpY8/bCdO3dWulZyxowZXH755QwdOlSfQliTx7Dn2KvsmDoXnt+jNm3aVHhMHD16VA9+K1s77fmel8dzXm3fvv0ZjSJX57F1PvSBakKbNm30QLmy30en08ktt9zC9ddfz4QJE/TbL7nkEsAdIO7du7fcxxYUFFS5b+T5LpzJRbIanfvRp08f/apofn4+r7/+eqntffv21bPMTZ8+vdy6RYWFhUybNk2/au5Zl2EwGPQ6GcuWLSs3G2R2djYffPDBOb0HT4mCgwcP8sknn5R7nx9//JGNGzeSmZlJo0aN9E6Gy+Xi8OHDrFixQq+9dCpP9s6goCB9vvrZPq4i7dq10zOZffTRR+U+p9Pp5LXXXsPlcqEoCjfddFOlz+lP+vTpo2d9mzZtWrmpnouKivSF6lartUwiIM88dO/MS3WJwWDQ99mqVav0LIGn8tR8ASrcx8ePHy/3WM/Pz9cLhDdv3rxUNkXvkfXygszs7Gx9VK6qvIO6iq7Ur1y5stQo1amjiN7rB6q676677jp9msZrr71W7pXkzMxMPdiJiYmpNGOZL+Xl5TF+/Hh9/eSYMWNKBUGxsbF62xcvXlyqA+ntnXfeITc3l5SUlCplOauK+Ph4tm/fTm5uboUjRUeOHNFneVS2LsxbVb6r3tMnV65cqdfLqmptvIr07NmTuLg4nE4nr7/+Ok6nU58eeqqQkBB9JLGiGmKe8zycfvF+dQsLC2P8+PGAe9S6oivZnt9Il8vFq6++Wu5I/qFDh/j4448BdybtyjKxngnPa+fk5Og18E61adMmfRT4kksuqda1jR06dNBHPNeuXcvzzz9f6cya77//Xu+TNGjQoFT2wqqc76ZPn15qxM1zjIeEhJCamkp6ejoLFiwoN+C12+3683ofS57fgcr2X1JSEnPmzNET6nnW9dbkMexZl3ama9KqyvN5V5QRvLi4uNT01cqyXH7wwQflXmyfM2eOXtDdOxt2VVTnsVUdfaDzkdFoLLUPKqqD+umnn3L06FHS09P1gSFwz5rxzDZ4/fXXy/1N+t///lfl0WrPd+FMllXU+AT/sWPHlhph8B5Zs1gsPPnkk4D7qvnw4cNZtGgRaWlpnDhxgj/++IOHH35YP0ncfffdpSLYu+++m/r16+NyuRg7dixffPEFKSkpZGVlsWzZMkaMGHHOWbxuvvlmPUCaPn06L7zwAtu3bycnJ4cDBw7w7rvvMnHiRMC9tuSBBx7QH3vHHXdgNpspLi7m0UcfZdGiRRw+fJjs7Gx2797Na6+9pi/2/7//+z+9c3K2j6vMuHHjMJvN5Ofn88ADD/D111+TkpJCdnY269atY+TIkfrV7LvvvrtWU3fXNLPZzFNPPQW4T+j33nsv33//PcePHyczM5Ply5czYsQIvUDsmDFjSk3VhZMZWDdt2sShQ4fIzs4uddIfOXIkt912GyNHjqyld1XWvffeq0/N/fe//83bb7/N/v37yc3NZdeuXbzyyit6kNalS5dKyxO8++67vPHGGxw8eJDs7GxWr17Ngw8+SFJSEoqi8PTTT5eaLtCqVSv9B3z+/PnMmDGDY8eOcfz4cX766SfuvfdesrKyzuhK5oUXXqhPyfzggw/4+uuvOXbsGJmZmWzZsoVXX32VJ598stQV1lMXSnuPyixZsoS8vLzTJoyJiorSi5Xv3LmTESNG8Pvvv5OZmcmJEyf44YcfuPfee0lNTUVRFJ5//nmfrV8or6Zkeno6W7Zs4aOPPuIf//iHvn5n2LBh5Za8GD16NGFhYTidTkaPHs3MmTP1Y3zr1q08++yz+nT7yuqFnqn4+HiuvvpqwF1rbcKECWzdupXMzEySk5P5+eefGT16NJqmERwcrP/Yno5nn+/fv18PIsvrHHkCunXr1ulFcs+1JIjRaNTfk+d8euWVV+r1o7wNGDBA/8688sorvP/+++zbt4/s7GwOHTrE559/rpf/adeuXZkr67fddhu33XZbqSvH1e3iiy8ut+iwt5YtW+qjDitXrmTkyJGsXbuW7OxsUlNTmTdvHg888AAFBQVYLBZefPHFMqOtZ3v+7NOnj54Rcv78+Tz55JNs3ryZnJwcjhw5wscff8xjjz2Gy+UiMjKyyhlkz8STTz6pjyh6ynLMnj2bHTt2kJWVRXp6OitXruSJJ57ghRdewOVyERYWxquvvlpqjZb3ep/nnnuO5cuXc+LECdLS0li5ciWjRo3Si6V7eC9z8Uxt3rdvH4888girVq3S+1J//fUXY8aM0Ze2eJcOadOmjf7vVatW8dBDD7F69WqysrI4duwYCxcuZOTIkRQUFOh1vTz771yP4cp4PtPDhw9XKSX/qlWrWLhw4Wn/83xmns87OzubJ554gi1btpCdnc3Ro0dZtGgR99xzT6nppRUl4VAUhePHj3P//fezfPlyMjMzOXToEG+99RZvvvkm4B5JO5sLSNV1bFVHH+h8dd999+lTVydMmMCUKVPYu3cvOTk57Nmzh8mTJ/Puu+8C7rwB3t+t8PBwHnvsMQA2btzIyJEj2bBhg/7YCRMm8PXXX1dp3anD4dCnnXvPzjudGk+TExcXx6OPPqonXpk8eTIXXXSRPt/68ssvZ/z48UyePJm0tDRefvnlcp/n5ptv1qvKe4SGhjJ16lQeeeQRMjMzy01xeuutt+rTF84mK5DFYuHNN99k3LhxbNmyhe+//77cYsBxcXG88cYbpa4SNm/enOeee46XXnqp0vfWt2/fUlMazvZxlenQoQOvv/4648ePJzs7m//+97/6VRsPRVG45557Kq3V46/69+/Pv//9b1599VVSUlJ44YUXytzHbDYzatSochPs9OrVi23btpGens5tt90GuKeveKZBHDt2jJSUlCovoK0J4eHhvPPOOzz++OMkJSXx2WeflekUgLum1IQJEyr8PnTp0oX09HTmzJnDnDlzSm2zWq1MmDBBn+Lj7ZlnnmHs2LHYbDY+/PBDPvzwQ32b2Wzm3//+NzNmzKjyldmoqCj+9a9/8Z///Ifi4uIyxyu4O9X33Xcfn3zyCU6ns8z63Isuugij0YjL5WLSpElMmjSJG264geeff77S1x4yZAgFBQV6p8XzA+ktNDSUZ599tsZrBVamKinPrVYrDz74IHfffXe52xs1asS0adN48sknOXHihF6y5VSdOnVi8uTJ1Zr844knnuDw4cNs27aNH374Qb945S00NJRJkyZVeQSmZ8+eLF26lMLCQu69914AXnjhhTKdrA4dOpCYmKiPbgwcOLBKGdxOZ9CgQXz++eel/l0es9nMq6++yqhRo8jMzGTmzJnMnDmzzP2aNGnC5MmTy9zumZHhXXOxJowePZq1a9dWumZr1KhROBwO5s2bx6ZNmxg1alSZ+8TGxvLSSy+VOxJ8LufPF198kQkTJvD777+zfPlyli9fXuY+TZs2ZdKkSTXScQ0KCmLatGm88cYbLF68mJSUFP1iWnnatm3LCy+8UKYMTu/evbnmmmv48ccfOXr0qH4B3FtERATXX389X3zxBeAe6fZMO77hhhvYsWMH8+fPZ+vWrYwdO7bM4w0GAw8++CB9+/YtdfuYMWNwOp0sWLCArVu3lluv1mKxMG7cOH3KJ5z7MVyZXr16Ae4Rxk2bNpV63fKU91tXnp49exISEsKwYcP4448/OHDgAOvWrWPdunVl7tuyZUtatmzJ0qVLSUlJwel0lvndNJvNPPTQQ/o59FSdOnXitddeO6vzZnUdW3DufaDzVWRkJNOmTeOJJ57g4MGDfPnll6XWtHo0a9aMqVOnlrmQfeONN5KZmcm7777L5s2by/Sv27RpQ5s2bfjuu+8qbceWLVv0gYXTfRe81Uou1MGDB/P999+zefNm0tLS+N///scTTzyhb7/pppvo0aMHc+bMYd26daSmpmKz2YiJiaFz587cfPPN9OjRo9znbtmyJXPmzOHTTz9lxYoVpKSkYDKZ6NixI0OHDqVVq1Z6kHe2P+CxsbG8//77LF26lKVLl7Jz505ycnKwWq16xr/bb7+93NTz1157LW3btmXu3Lls2LCB1NRUXC4X0dHRdOjQgWuvvbbcwqxn+7jK9O7dm/nz5zNnzhxWrVrF0aNHcTqdNGjQgG7dunHzzTfTrl27s/qM/MH111/PRRddxJdffsnatWv1kZgGDRrQu3dvbr755gprLt533316yvWMjAwiIiJqbK3AuWjcuDGfffYZixYt4pdffmHfvn0UFhYSFxdHmzZtuPHGG+nTp0+l65bi4+N54403+PDDD/ntt9/IysoiPj6eiy++mDvvvLPCWovdu3fns88+45NPPmHdunVkZmYSFRVFt27duOeee2jdujUzZsw4o/czePBgmjRpwpdffsnWrVvJzc3FarVSv359LrzwQm699VZat27Npk2b2LBhA8uWLdM79uA+8U6ePJmZM2eSlJSEwWCoclrk++67j/79+zN37lz++usv0tPTsVgsNGzYkL59+zJ48GA9uVRdYrVaiYyMJDExke7duzNo0KBKi1SDe53v119/zfz581m5ciVJSUkUFBQQFhZG27Ztufrqqxk0aFC1Z7oLCwvj/fffZ/Hixfzyyy/s3buXvLw8goODSUhI4JJLLmHIkCFnNMXuhhtuIDs7m4ULF5KWlkZISEiF65YHDRqkd5rOdaqmR+vWrWnTpg179uyhSZMmla4Ba926NV999RVz585l1apV+qhFREQEzZs3Z8CAAfzf//1ftQSfZys0NJTx48czatSoCtcFmUwmnnrqKa655hrmz5/Ppk2byMjIICQkhMaNGzNw4ECuv/76c1rvWJHg4GAmT57MqlWrWLx4MVu3biU7O5vw8HCaNWvG1VdfzbXXXlujGXCDgoIYP348d9xxBz/88AMbNmzgyJEj5OfnYzQaiY2NpWPHjlxxxRX069evwu/Riy++SPfu3Vm8eDH79u2juLiY0NBQGjduzCWXXMItt9xCSEgI33zzDUVFRfz666+lRsfGjRtHv379+Pbbb9m+fTuZmZkYjUbi4uK46KKLuOWWW8r9jTeZTDz99NMMGjRI33+eKX0NGjSgZ8+eDBkypNzfx5o6hps2bUr79u3ZuXMnq1evPqOObVWEh4cza9YsPv30U37//XeOHj2Ky+UiIiKCFi1acOWVV+o1NZcuXUpxcTGrV68ud2r+3XffTWJiIp999hm7d+9G0zRatGjBoEGDSq2NOxvVdWzBufWBzmdNmzbl888/Z9GiRSxbtox9+/aRm5tLSEgILVq0YODAgdx8880VlkoYPnw4PXr04PPPP2fbtm1kZmZSv359Bg4cyH333ce0adNO24Y1a9YA7kD+dHVBvSnZ2dk1mzLNxw4ePKgPn3qPvAghSrvppptISUk5p1TaQviTTz/9lGnTptGoUSO++eYbXzdHCOHlu+++Y+LEicTHx7No0aJaKSEiRF2jaRqDBw8mJSWF5557jhtvvLHKj/Xrb8wrr7zC1KlT2bRpU4X32blzp/63L2pACSGEqJs8U+/Ly34phPCta665hkaNGpGenl5pBkshAtn69etJSUkhISHhjGec+HWQd+TIEb744gveeuutctPbFhcX8+mnnwLuea+euetCCCHOb7/99hv79+/HaDSe0ZVRIUTtMJlMDBs2DKDSWo1CBDJPboR77rnnjHOL1MqavJpyzTXXsGHDBrZv385TTz3F0KFDadq0KXa7nT179vDRRx+xb98+FEUpdyGxEEKI88ecOXOw2+0cP36c+fPnA+61eHVxbaUQwr2ObO7cufz555/s2LEjoDJ/C3E6e/bs4Y8//iAxMfGsLkb6dZB34403snnzZpYsWcKKFSvKLfJosVh46qmn6N69uw9aKIQQoq7YunVrqXpe9erVKzcTpBCibjCZTLzwwgsMHz6c6dOnV5pdUohA87///Q+DwcCECRPKLcVzOn49XdPzxqdMmcKAAQOIj4/HZDIRHh5Oy5YtGTp0KF988YVMxRFCCEGnTp0IDw8nNDSUvn378v777xMVFeXrZgkhKtGmTRvuv/9+1q9fz7Jly3zdHCFqxcqVK1m9ejXDhw8/6xHsgM+uKYQQQgghhBDnE78eyRNCCCGEEEIIUZoEeUIIIYQQQggRQCTIE0IIIYQQQogAIkGeOG8VFxdz4MABiouLfd0UUUL2Sd0j+6Rukv1S98g+qXtkn4jzmQR54rzmcrl83QRxCtkndY/sk7pJ9kvdI/uk7pF9Is5XEuQJIYQQQgghRACRIE8IIYQQQgghAogEeUIIIYQQQggRQCTIE0IIIYQQQogAIkGeEEIIIYQQQgQQCfKEEEIIIYQQIoBIkCeEEEIIIYQQAUSCPCGEEEIIIYQIIBLkCSGEEEKIgKJqGpsznazJMrA504mqab5ukhC1yuTrBgghhBBCCFFdlifbmLo1jz3ZDoodFoKS8mgTVcyYTuH0b2j1dfOEqBUykieEEEIIIQLC8mQbY9dksT3TQYgJ4iwaISbYnulg7JoslifbfN1EIWqFBHlCCCGEEMLvqZrG1K155Ns1EkIMBJsUDAoEmxQSQgzk293bZeqmOB9IkCeEEEIIIfzelgwHe3OcRFsNKIpSapuiKERbDezNcbIlw+GjFgpReyTIE0IIIYQQfi/DpuJQNazG8rdbjeBQNTJsau02TAgfkCBPCCGEEEL4vVirAbNBweYqf7vNBWaDQqxVur8i8MlRLs7Ztm3b6N27N+vWrSuzLTU1lQkTJjBo0CD69u3Lfffdx4oVK3zQSiGEEEIEss6xZlpHmsiyqWinrLvTNI0sm0rrSBOdY80+aqEQtUeCPHFODh8+zFNPPYXLVfay2YkTJ3jooYdYsWIFN9xwA6NHj8bpdPLEE0/w448/+qC1QgghhAhUBkVhTKdwwiwKKYUqRU4NVYMip0ZKoUqYxb3dcMp6PSECkQR54qz99ttv3HfffZw4caLc7TNnziQlJYWpU6fyz3/+k1tvvZX333+fli1b8uabb1JUVFTLLRZCCCFEIOvf0MqU3tF0jDFT6IQTdoVCJ3SMMTOld7TUyRPnDQnyxFkZO3Ys48aNIzY2lquuuqrMdpfLxY8//sgFF1xAly5d9NuDgoIYMmQI2dnZ/PHHH7XZZCGEEEKcB/o3tDL/qlhm9Q1nQhs7s/qGM/+qWAnwxHlFgjxxVg4ePMjIkSP59NNPadq0aZntBw4coLCwkAsuuKDMto4dOwLutXxCCCGEENXNoCh0iTHRO1qlS4xJpmiK847J1w0Q/mnOnDlYLJYKt6enpwNQv379Mtvi4+MBSE5OrtJrFRcXn0ULT89ut5f6v/A92Sd1j+yTukn2S90j+6Tuqel9EhQUVCPPK0R1kCBPnJXKAjyA/Px8AIKDg8ts85wUqxq8JScnl5vYpbqkpaXV2HOLsyP7pO6RfVI3yX6pe2Sf1D01sU+MRiMtWrSo9ucVorpIkCdqxKmpi8vbplRx6kTDhg2rpU2nstvtpKWlUb9+/dMGraJ2yD6pe2Sf1E2yX+oe2Sd1j+wTcT6TIE/UiNDQUKD80TrPbeHh4VV6rpqeDmGxWGTKRR0j+6TukX1SN8l+qXtkn9Q9sk/E+UgSr4ga4Rl986zN81bZej0hhBBCCCHEuZEgT9SIZs2aERYWxvbt28ts89zWqVOn2m6WEEIIIYQQAU+CPFEjTCYTV155JVu2bGHLli367cXFxcydO5eYmBguueQSH7ZQCCGEEEKIwCRr8kSNeeCBB1ixYgWjR4/mzjvvJDo6mkWLFnHgwAFefvllrFYpSiqEEEIIIUR1kyBP1Ji4uDhmzpzJ9OnTmTNnDk6nk5YtW/Lmm29y6aWX+rp5QgghhBBCBCQJ8sQ5e/DBB3nwwQfL3daoUSMmTZpUyy0SQgghhBDi/CVr8oQQQgghhBAigEiQJ4QQQgghhBABRII8IYQQQgghhAggEuQJIYQQQgghRACRIE8IIYQQQgghAogEeUIIIYQQQggRQCTIE0IIIYQQQogAInXyAlxmZiZ//fUXKSkpZGZm4nQ6iYyMJDExka5duxIXF+frJgohhBBCCCGqkQR5AcjhcLBkyRK++eYb9uzZg6ZpAPr/FUXR73vBBRdw6623cvXVV5e6XQghhBBCCOGfJMgLML/++ivTpk0jNTUVTdOIjo6mdevWNG7cmLCwMFwuF1lZWRw/fpzt27ezdetWtm3bxuzZs/nnP/9Jv379fP0WhBBCCCGEEOdAgrwAkZ+fz8svv8xvv/1GXFwc9913HwMHDqRly5YVPsblcrFjxw6WLl3KkiVLeOqpp7jiiit45plnCA0NrcXWCyGEEEIIIaqLBHkB4q677qK4uJhx48Zx4403YjKdftcajUY6depEp06dGDlyJAsXLuTDDz/knnvuYf78+bXQaiGEEEIIIUR1kyAvQFx88cU8+uijhIWFndXjg4ODueOOO7j22muZPn16NbdOCCGEEEIIUVskyAsQTz/9dLU8T1RUFOPHj6+W5xJCCCGEEELUPqmTJ4QQQgghhBABRII8IYQQQgghhAggMl0zQAwePPisH6soCt988031NUYIIYQQQgjhMxLkBYiUlJRyb1cURS+CfibbhBBCCCGEEP5JgrwA8f7775f6t8vl4vXXX+fgwYPceuutDBw4kEaNGmEymUhPT2f58uV8+umntG/fnokTJ/qo1UIIIYQQQojqJkFegOjSpUupf3/55ZccOHCAyZMn069fv1LboqKiaNOmDV27duXRRx/l22+/5cEHH6zN5gohhBBCCCFqiCReCVDffPMNHTt2LBPgeevevTtdunTh+++/r8WWCSGEEKIuUjWNTSfs/HqsmE0n7KiypEMIvyUjeQEqJSWFVq1anfZ+0dHR7NixoxZaJIQQQoi6anmyjalb89ib48ShapgNCq0jTYzpFE7/hlZfN08IcYZkJC9AxcbGsmPHDlRVrfA+xcXFbN68mQYNGtRiy4QQQghRlyxPtjF2TRbbMx2EmhTqBxsINSlsz3Qwdk0Wy5Ntvm6iEOIMSZAXoPr06UNqaiqTJ0/G6XSW2V5cXMwLL7xAVlYWV1xxhQ9aKIQQQghfUzWNqVvzyLdrJIQYCDYpGBSFYJNCQoiBfLt7u0zdFMK/yHTNADVs2DCWLVvGwoUL+eOPP+jVqxf169cHIDk5mdWrV5OTk0Pz5s0ZOnSoj1srhBBCCF/YkuFgb46TaKsBRVFKbVMUhWirgb05TrZkOLgwzuKjVgohzpQEeQGqXr16TJ8+nZdeeont27fz3Xff6SdvT228Xr168fzzzxMWFubLpgohhBDCRzJsKg5Vw2pUyt1uNUK2XSPDVvHyDyFE3SNBXgBLTExk1qxZ7Nixg/Xr15Oeno6iKMTHx3PxxRfTpk0bXzdRCCGEED4UazVgNijYXBBcTq/Q5gKzQSHWKit8hPAnEuSdBzp06ECHDh183QwhhBBC1DGdY820jjSxPdNBkLH0lE1N08iyqXSMMdM51uzDVgohzpQEeeeBv//+m3Xr1pGamkqHDh0YMmQIy5Yto1OnTtSrV8/XzRNCCCGEjxgUhTGdwhm7JouUQpVoqwGr0T2Cl2VTCbO4txuU8qdzCiHqJgnyAlhaWhrjx49n27ZtZbZ98skn7N+/n5dffpn+/fv7oHVCCCGEqAv6N7QypXe0Xicv2+6uk9cxxix18oTwUxLkBaj8/HxGjhzJ0aNHadiwIRdffDELFizQt8fGxrJz506effZZPv30U1q0aOHD1gohhBDCl/o3tNI3wcKWDAcZNpVYq4HOsWYZwRPCT8kq2gD1+eefc/ToUQYPHszXX3/NuHHjSm1/4403ePDBB3E6nXzxxRc+aqUQQggh6gqDonBhnIWBjYK4MM4iAZ4QfkyCvAC1bNky4uLiePLJJzGZyh+wve+++0hISGDz5s213DohhBBCCCFETZEgL0AlJyfTqVOnCgM8cBc5bdu2LWlpabXYMiGEEEIIIURNkiAvQJnNZnJyck57v+zsbMxmSYsshBBCCCFEoJAgL0C1bNmSXbt2ceLEiQrvk56ezq5duyTpihBCCCGEEAFEgrwAdf3111NYWMj48ePLDfTy8/N54YUXsNlsXH311T5ooRBCCCGEEKImSAmFAHXDDTfwyy+/sG7dOm6++WYSExMB2LZtG08++SQbNmwgPz+fTp06MXjwYN82VgghhBBCCFFtZCQvQBkMBt544w1uueUWVFVl9+7dABw9epQVK1ZQWFjINddcw1tvvVVpchYhhBBCCCGEf5HefQCzWCw89dRTPPDAA/z999+kpqbicrmIj4+nW7du1K9f39dNFEIIIYQQQlQzCfLOA9HR0VxxxRW+boYQQgghhBCiFkiQdx7IycnBbrdXep969erVUmuEEEIIIYQQNUmCvAClaRoffvgh8+bNIzs7u9L7KorCmjVraqdhQgghhBBCiBolQV6AWrBgAR988EGV7qtpWg23RgghhBBCCFFbJMgLUPPnz8dgMPCvf/2Lq6++moiICF83SQghhBBCCFELJMgLUMeOHaNLly7cdtttvm6KEEIIIYQQohZJnbwAFRYWRmhoqK+bIYQQQgghhKhlEuQFqEsvvZRt27ZRUFDg66YIIYQQQgghapEEeQHq4Ycfxmw2M27cOA4fPuzr5gghhBBCCCFqiazJC1AxMTHcf//9/Oc//+H2228nODiYyMjIcu+rKArffPNNLbdQCCGEEEIIURMkyAtQy5cv57XXXgPcJRIKCwspLCws976KotRm04QQQgghhBA1SIK8APXxxx+jqir9+/fn2muvJTo6WoI5IYQQQpxXFEVWJonzkwR5AerAgQO0atWKyZMn+7opQgg/pWoamzOd7M4ykBnqpEeChkEuFgkh6jCXqlHk0ih2amQVushXJcgT5ycJ8gKU1WqlSZMmvm6GEMJPLU+2MXVrHnuyHRQ7LAQl5dEmqpgxncLp39Dq6+YJIQTgXpJS5NKwOTUKnRrFLg2tZJvd5b5YJcT5SIK8ANWtWze2bduG0+nEZJLdLERtUjWNLRkOMmwqsVYDnWPNfjUCtjzZxtg1WeTbNSItEKZoqEbYnulg7JospvSOlkBPCOEzxSXBXJFLo8ihoSKBnBCnkjHsAPXwww+Tl5fHCy+8QG5urq+bI8R5Y3myjVuWZnDXskxGrszirmWZ3LI0g+XJNl83rUpUTWPq1jzy7RoJIQaCTQoGBYJNCgkhBvLt7u1ydVwIUVuKnRo5NpXUQhdJuU6OFjg5UeyiwKFKgCdEBWSIJ0D99NNPdO7cmV9++YVly5bRvHlzIiMjKxzVmzZtWi23UIjA4z0CFm01YDUq2Fz+NQK2JcPB3hwn0VYDiqKgeQVziqIQbTWwN8fJlgwHF8ZZfNhSIUQgcqnuUTp7yUidzQUuuagkxBmTIC9AzZo1S++guVwu9u/fX+F9JeumEOfu1BEwz/cq2ARBRgMphSpTt+bRN8FSp6duZthUHKqG1Vh+G61GyLZrZNjUWm6ZECIQ2UqSpNhVjSKnhkPVZGxOiGogQV6Aev75533dBCHOK6eOgHnzpxGwWKsBs8E9Ahlczi+EzQVmg0KsVWb7CyHOjKZpFLvcgZ0nA6aM0glRMyTIC1Bt27alRYsWGI1GXzdFiPNCoIyAdY410zrSxPZMB0HG0oGcpmlk2VQ6xpjpHGv2UQuFlLYQ/kLT3NMtiyWoE6LWSZAXoJ5++mmMRiNz5871dVOEOC8EygiYQVEY0ymcsWuySClUibSAQYMip0aOXSPM4t4uQYVvSGkLUdcVOzV9pK5IgjohfKZu9zbEWUtPT6dZs2a+boYQ5w3PCFiWTS2VrAROjoC1jjT5xQhY/4ZWpvSOpmOMmUInnLArFDqhY4zZL5LHBCpPYp/tmQ5CTBBn0QgxnUzs4y8ZXEVgsbnKZr48Xuwi36FKgCeED8lIXoCKi4sjPT3d180Q4rxx6giYO7umewQvy6b63QhY/4ZW+iZYWJ9SwO6jabRtHE2PhFC/aX+gOTWxj4aGQwWrSSHEpPhNYh/h/1TNXXS8yKlR6NBwSCAnRJ0kI3kB6rHHHmPv3r1MnjyZ5ORkXzdHiPOC9whYgVMjrUilwKn57QiYQVHoEmOid7RKlxiTBA8+dCaJfYSobvaS0brkAicHc12kFrrIsasS4AlRh8lIXoD69ddfSUhIYMGCBSxYsICwsDAiIiLKLZegKArz5s3zQSuFCDyeEbAtGQ4ybCqxVgOdY80SIIlzEiiJfYR/0LSSNXUOjQIpayCEX5IgL0D9/PPPpf6dl5dHXl5eufeVOnlCVC+DotTpMgnC/wRKYh9Rd9lcGoUOlS0ZdlKLVUKNCm2izBikiyCEX5IgL0C9++67vm6CEEKIaiKlLUR18xQhLy75/5o0Ox/tyedgngunqmEyKDQPNzKsTRg94+W4EsLfSJAXoLp16+brJpRy6NAh3nvvPf766y8KCwtp1KgRN998M0OGDMFgkCvPQghRGSltIc6FWlKvzu46GdR5r6dbl+5g0sYcCh0akRYDFouC3QV7s51M2pjDs10jJdATws9IkCdqXHJyMiNGjKC4uJjbbruNRo0a8fvvvzNlyhQOHjzIM8884+smCiFEnedJ7HOyTp5CkNld2kLq5AkPVXMHcnYX2FUNm1PDXsmaOlWD2XvyKXRoxAcboORCgdUE8UYD6UUqs/fk071etEzdFMKPSJAXICZNmoSiKDz00EPExMQwadKkKj9WUZQaDbQ+//xzcnNzmThxItdccw0At9xyCyNHjuSbb77hjjvuoHnz5jX2+kIIESiktIU4lWd0zl5SgNzuOrMkKbuzHRzMcxFpORng6RSFSIuBg3kudmc7aB8to3lC+AsJ8gLEt99+i6Io3HnnncTExOj/PrUoc3lqOsg7fPgwAH369Cn1mn379uXvv/9mz549EuQJIUQVeUpbxBSoNJHSFucVTdModpWsp3O5R+nOtYxBtl3DqWpYLOUfRxYj5Do0su2SX1MIfyJBXoC4//77AYiKigJgxIgRdSZrZmJiImvXruXAgQN07txZv/3IkSMAxMfH+6ppQgghRJ3lUkuCuZJROpsT1GouZhBlUTAZ3GvwrOX0Cu0uMBkUoioIAoUQdZMEeQEiNzeXDh06EBkZCcCDDz7o4xaddM8997B27VpeeuklnnrqKRo1asQff/zBwoUL6dmzJ126dPF1E4UQAU7VNKldKOo8W0lAZ/OaglnT42dto8w0DzeyN9tJvPGUKZuaRo5dpXWUibZRMlVTCH8iQV6A+OGHH8jMzOTaa68FYPDgwQwYMIDRo0f7uGUQFxfHQw89xEsvvcQjjzyi396lSxcmT5582hHH4uLiGmmX3W4v9X/he7JP6p5A2Cd/pDqYtrOIfbkuHKqG2aDQKsLIqPbB9Gngnx3XQNgvgeZM94lT1bCrYFPB7lIpdoFLxSdFx4cmWpi81UlakYsIs4LF6B7By3VohJoUhiZacPjhseZwOICa+54EBQXVyPMKUR0kyAsQNpuNnJwc/d8pKSlkZmb6sEUnzZ49m+nTp9OwYUNGjhxJvXr12LFjB19++SUjRoxg2rRpxMXFVfj45ORkXC5XjbUvLS2txp5bnB3ZJ3WPv+6T9dkG/rPPQoELIk0aYUawq7Atw8nYNTaeaWWnR5Tq62aeNX/dL4Hs1H2iKAoaCk5NwYH7+CtygcOloZ7jerrq0hAY0cjAN6kmjhUruDQwKtAkSOPmBk4aOgtJSfV1K89OtNVQI98To9FIixYtqv15haguSnZ2dt04w4hzctttt3H06FEGDRpEQkICH3zwAa1atWLAgAFVerxnTV91y8/P59prryU0NJSvvvpKXzMIsG7dOkaNGsWVV17Jyy+/XOFz1ORIXlpaGvXr18disdTIa4gzI/uk7vHnfaJqGnf8nseOLCcNQpRSswY0TSO1SKNDlIkvL/O/+nL+vF8Clfc+MZjM2FSwOaFIVbG73KUK6jpV09iT6yLHrhFpUWgTYfS774Y3h8OBKz+T1glxNfI9kZE8UZfJSF6AGDx4MG+//TZLliwB3FcO9+/fz/79+yt9nKZpKIpSY0He4cOHsdlsDBo0qFSAB9CzZ08aN27Mn3/+Welz1PRJ1GKxyIm6jpF9Uvf44z7ZdMLO/jyVmCAjxlMLfCkQY9XYn6eyp8DIhXH+GSj5434JRA5Vw+HUyFWN4DBi0EzuaZcKYASz0ccNPANdAuxwciHfE3F+kiAvQAwdOpS4uDi2bNmC3W5n0aJFNG7cmG7duvm0XVaruzivqpY/HcrlclW4TQghzkWGTcWhaliN5Y9EWI3u9PEZNjkHiapTNQ2b62SSlGKnhlPTKLapZNlUgirIUimEELVJTkMB5Oqrr+bqq68GYNGiRVxwwQWMHz/ep21KTEwkISGBZcuWcd9995GQkKBvW7FiBcnJyVxxxRU+bKEQIlDFWg2YDQo2FwSX82tnc4HZoBBrNdR+486BqmlsznSyO8tAZqiTHgmaX0+pq8u0koDOrmqlMl/6wcxLIcR5ToK8APX888/TuHFjXzcDg8HAc889x9ixYxk+fDg333wz9evXZ9euXSxatIh69erx2GOP+bqZQogA1DnWTOtIE9szHQQZDWXW5GXZVDrGmOkc6z8ZNpcn25i6NY892Q6KHRaCkvJoE1XMmE7h9G9o9XXz/Jp3QGfXSxhUf106UbPc621VDuQ6iTKq+L4nJIRvSJAXoK6//npfN0HXo0cPZs2axaxZs1iwYAF5eXnExcVx0003cf/991eaWVMIIc6WQVEY0ymcsWuySClUibYasBrdI3hZNpUwi3u7v4yCLU+2MXZNFvl2jUgLhCkaqhG2ZzoYuyaLKb2jJdCrIs1ryqVDlYDOH6maRlqRyv5cJ0m5Lg7kOtmf5+RgnotCp3s/3tbcwsMNfdxQIXxEgrwAduLECebNm8e+ffsoKiqqcO2boij873//q9G2tGnThldffbVGX0MIIU7Vv6GVKb2jmbo1j705TrLt7jp5HWPMfjX6pWoaU7fmkW/XSAgxoKHhUMFqUggxKaQUqkzdmkffBIvfBK21xTug80y7lIDOf6iaRmqhe2TuQJ6TA7kuDuS5A7siV+X78GC+rLcV5y8J8gLUsWPHuO+++8jJyUE7TR2e0xUjF0IIf9a/oZW+CRa2ZDjIsKnEWg10jjX7VTC0JcPB3hwn0Vb3tFPv87qiKERbDezNcbIlw+G3mUKrgwR0/kvVNFIKVZJKRuQO5LpIynWSlHf6YK4iSXk1V2NXiLpOgrwANXPmTLKzs2nSpAnXX389cXFxmEyyu4UQ5yeDovh18COZQstnd3kCOfeUS5sEdHWeqmkke0bmcp0cyPMEc06KqzkmO2HTyHdW73MK4S+k1x+g/vzzT8LDw/nwww+JjIz0dXOEEEKcg0DNFHqmPCULir1KF9SFkE7VYFeOk6QcAznBTjrVs3BqacbzjappJBe4OJDn0oO5AyXBnK0WB9gOFSr0qr2XE6LOkCAvQOXl5XHppZdKgCeEEAHg1Eyh3vw1U2hV2F0aRU6NopL/u06z/MAX1qU7mL0nn6RcJ3anGcvRAhIjbAxrE0bP+MDaH+VxeYK5krVy7hE6FwfzazeYq8jBovM82hbnLQnyAlR8fDy5ubm+boYQQohqcGqm0EgLGDQocmrk2DW/yxRaEZd6MqArcrrX1dVl69IdTNqYQ6FDI9wMoYqGaoC92U4mbczh2a6RARPoeYK5/bkukkqCuf25Lg7lOanLs4QPFfr3d0KIsyVBXoC67LLL+Prrr0lOTqZhQ8kfLIQQ/s47U6i7Tp5CkBm/yxR6qiKnRrFTpbBkGmbdDutOUjWYvSefQodGfHBJxlMHBJkUgk0K6UUqs/fk071etF9N3XRpGsc8I3NeGS3rejBXHqMCRS4/+vCFqEYS5AWo+++/nz///JPHH3+c0aNH06lTJ0JDQ33dLCGEEOegf0MrlzYw89XuPLanZNIxIYJ/tA3HZPCPtXiaplFckv3Se12dP9qd7eBgnotIiwEUBbzfh6IQaTFwMM/F7mwH7aPr3mieU3UHc0l5LnetuZJg7mCeE7ufBXMmBZqGG2kRbiIx3EjLCBMtIkzUN7tw5qT7unlC+IQEeQFq1KhRqKrKwYMHGTNmDOBOs11euQRFUVi1alUtt1AIIcSZWp5s8xrJMxF0vJD5hx11diRP1U4mSilyadicgZP9Mtuu4VQ1LJbyR4osRsh1aGTbfft+narG0YJTk5+4R+b8MZhrVhLMtYgwkRhhpGW4iSZhRkzlDJfabCqSXFOcryTIC1Dbtm0rc9vp6uUJIYSou5Yn2xi7Jos8m0qQCYINGoqisS3Dztg1WUzpHe3zQM8zUlfsVCkMsKDuVFEWBZNBwe4Cazm9KbsLTAaFqAqCwOrmCeb257oLhe/Pc5KU6+RQvguHnwVzZgM0CzOSGGGiZXhJMBdhonFo+cGcEKIsCfIC1MKFC33dBCGEENVE1TSmbs0js0jFqWlkO0DVDBgcGlYDOIpUpm7No2+CpdaTr/hDBsya0DbKTPNwI3uzncSfkvEUTSPHrtI6ykTbqOqdqlleMHcg18mhPBdOP/voPcFciwhTyeic+28J5oQ4dxLkBaiEhARfN0EIIUQ12ZLhYGumgwKXhqa5E0p4wopiFyiKxtZMB1syHDVe9N1Tq86muv/vUP0nWUp1MigwrE0YkzbmkF6kEm52ZzwtdmrkOTRCzArD2oSdddIVp6pxJN8zIncyCYq/BnPNw020CC89OifBnBA1R4K888CJEyfYuHEj6enpWK1WYmJi6NatG1FRUb5umhBCiCo4Xuwi166iamBWSvJ84P6/Ajg0yLWrHC+u3sJkTlXD5tKwuzRsKticGo7zZKSuKnrGm3m2a6RXnTwFiwlaR5mqXCfPURLMea+ZO5Dn5LAfBnMWTzAXYSQx3FSSAMVIwxAJ5oSobRLkBTC73c4bb7zB4sWLUdXSE/KNRiPXXHMNTz75JEFBQT5qoRBCiKrILFZxae7RI3cCrZO9f0VRMKDh0tz3OxuapmFX3VMvnerJgM6pnZ+jdGeiZ7yZ7vWi2Xq8kKTUDBIbRNCpXkiZETyHqnE430VSrpP9JQGdZ82cy88+ZO9gTk+CEm6kcZgRo5/XahQiUEiQF6BUVeXxxx9n/fr1KIpChw4daNiwIZqmceTIEfbs2cOSJUtIT09n2rRpvm6uEEKISsQEGTAq4FIB46kRgYaqgtHgvt/pOFX3yJxdBbvnb1fgJkipDQYF2kWaiCxSiQs36sXCvUfnDvthMGc9ZWSuRcnIXKNQCeaEqOskyAtQixYtYt26dbRs2ZJJkybRvHnzUtuTkpIYP34869ev5/vvv2fQoEG+aagQQojTqhdkJMJiINum4lDda/LAXZrNpbmnbUZYDNQLMuqPUTV38GZXNRwu9xo6hwsZnasmdpd7ZO5ASUC3L9vB3mwrqRty/C+YM0KiV40591RLIwkSzAnhtyTIC1BLlizBYrHw5ptv0qBBgzLbExMTefPNN7nttttYvHixBHlCCFGHdY410ynGzMYTdn06pVoyfTPICCEmhR71zLSMMJJR5HLXpHNJMFcd7C6NQ541c14jc0cLyhuZq9tF6T3BnDubpVH/vwRzQgQeCfIC1P79+7nwwgvLDfA8GjRoQNeuXdm9e3cttkwIIcSZMigKYzqFM3ZNFjanRrgJjJqK1WKk2OWeqnlj8xDSivysIFodYnNpHMo7uVau8mCubgvyjMyVBHEtI9x/Nwwx1HqJDSGEb0iQF6DsdjthYWGnvV9ISAiFhYW10CIhhBBny6FqXFTPzH96RPLR7gL2ZDvIs6soDoXECHcmx4vqVW89tkDlHcx5j84dzXfhbyFysFEhsWRELjHCWFKawESCBHNCnPckyAtQ9evXZ/v27aiqisFQ/vQRVVXZsWMH8fHxtdw6IYQQFbG73LXnHOrJmnSedXQtI0280D2CJUkF7DueTat6YVyXGOqX6elVDXZnO8i2a0RZFNpGmc+6plx5ikuCuaQ8T+FwPw/m9CDuZPHwBhLMCSEqIEFegLrkkkv4+uuvee+99xg5cmS595kxYwbp6enccssttdw6IYQQmqZhc7kDObtejw40Kl5Lty7d4VWTzYQls4ilKY4q12SrKzzv42CeC6eqYTIoNA83ntX78ARzB7wKhh/IdXGswP+CuRBTycicVzDXMsJE/WAJ5oQQZ0aCvAB1991389133/HJJ5+wbds2rrrqKho3bgzA0aNHWbp0KRs2bCAkJIS7777bx60VQojA5qlD5yksXnwWZQvWpTuYtDGHQodGuBlCFQ3VAHuznUzamMOzXSP9ItDzfh+RFgMWi4Lddfr3UezUOJhXumC4J5jzsyVzJ4O5khG5FhFGPZhTJJgTQlQDCfICVHx8PG+88QZPPfUUf//9Nxs2bCi1XdM0wsPD+c9//lNpchYhaouqaWzOdLI7y0BmqJMeCZpcuRZ+yTNC555y6Q7oip3nVodO1WD2nnwKHRrxwQY0NBwOCDIpBJsU0otUZu/Jp3u96Gqd8ljdTn0flHzHrSaINxpIL1KZtTuPMHM4SXlOknJLplrm+WcwF1oSzCWWjMh5ArsGEswJIWqYBHkBrFu3bixYsIAFCxbw999/k56eDkC9evXo3r07gwcPJioqyreNFAJYnmxj6tY89mQ7KHZYCErKo01UMWM6hdO/odXXzROiQt5TLm36lMvqL12wO9vBwTwXkZaSwEjzegVFIdJi4GCei93ZDtpH193RPO/3oQJ258nPzfM5/nXcyT2/Zfm6qWck1KTQLMxAA6ONjvFhtI620kJG5oQQPiRBXoCLiIhg+PDhDB8+3NdNEaJcy5NtjF2TRb5dI9ICYYqGaoTtmQ7GrsliSu9oCfREneCZcukoKS5e7HKvB3NpNT++lG3XcKoaFkv5AYPFCLkOjWx73RvrKnSqHCyZYvlHqp1Mm0qmBo6619TTCjUptIwwnqw1F+FePxcfbMBud5CSmk9CgyCsVouvmyqEOM9JkBegCgoKCA0NLXN7VlYWu3bt4uKLL5ari8LnVE1j6tY88u0aCSElU9BUsJoUQkwKKYUqU7fm0TfBIlM3Ra3SNHcQZ3OdHJ2zq74rLh5lUTAZ3GvXrOX8cttdYDIoRFUQBNaGQqdKUq5LXyt3INdJUp6T5EJ/S38CYWaFFuEmd0DntW6uXpCMzAkh/IMEeQFm27ZtvPbaa1xwwQWMGzeuzPY///yTF198kRYtWjB+/Hg6duzog1YK4bYlw8HeHCfRVnfHSfMaEVEUhWirgb05TrZkOLgwzn+ujKuaxpYMBxk2lVirgc6xZglS6zBXSbkCh+oeLSuqhjV01a1tlJnm4Ub2ZjuJN55SFkfTyLGrtI4y0Taq5qdqFjpVryDOs2bOSYofBnPhZqUk+UlJEpSSv+MkmBNC+DkJ8gLI6tWrGTduHHa7vVRn2VtqaiqaprF//34efvhh3nzzTXr06FHLLRXCLcOm4lA1rMbyO1NWo3uaWobNfzqPnvWFe3OcOFQNs0GhdaRJ1hf62KmBnFMDu6rhdKHXoKvLDAoMaxPGpI05pBephJvBoLkzTuY5NELMCsPahFVr0pUCh0rSKZksD+Q6SS3yn++jR4RZKRmRc2exTJRgTggR4CTICxDZ2dn8+9//xm63M2DAAB566KFy73fvvfcycOBA3nzzTdasWcPzzz/PvHnzCAsLq+UWCwGxVgNmg4LNBcHlnI1sLjAbFGKthrIb6yDv9YXRVgNWo/u9yfrC2uHJZulUS4I6DRwud3Dn8oNA7nR6xpt5tmukV508BYsJWkeZzqlOXr7DvWbOMyLn78GcvlbOa5plrFWCOSHE+UWCvADx9ddfk5eXx+DBg3nmmWcqvW/Tpk158803ee6551i2bBnz589n2LBhtdRSIU7qHGumdaSJ7ZkOgk6ZgqZpGlk2lY4xZjrH1t1sgR6nri/0dCiDTRBkNMj6wnPgSXTi1NxJJVVNQ9VABZz66FzlRcQDRc94M93rRbP1eCFJqRkkNoigU72QKo3g5ZeMzO3PdZKUWxLM5TlJ88NgLtKilCQ/KSkYXlI8XII5IYRwkyAvQKxevZqQkBBGjRpVpfsbDAaefPJJVq5cycqVKyXIEz5hUBTGdApn7JosUgpVIi3uKWhFTo0cu0aYxb3dH4KiU9cXevPn9YW1RdNOTqd0qO6plPaSguHnQ/B2JgwKtIs0EVmkkhBpKhPg5TtOrpnzTLNM8uNgzl1f7mTB8MRwEzFWRYI5IYSohAR5AeLQoUO0bdv2jKZdRkdH07FjR/bt21eDLROicv0bWpnSO9qrTp5CkBk6xpj9ah1bIK4vrE6q5h5tc2oaLhVc2skplXaXe5qlBHJnpsAJ27KcHClysb+kcPiBXCfpxf53jBlwB69WI1zXNJjLG1klmBNCiHMgQV6AsNvtREdHn/HjYmNj2bJlSw20SIiq69/QSt8EC+tTCth9NI22jaPpkRDqFyN4HoG2vvBMOUtG4JxeiU2cnn+XTLEEJJA7C3l2tVQQdyDPyf4cJydswUC+r5t3RqItijvpjUsjyqJgMSpYje7yEGga6UUqh/KddIsLr9YkMkIIcb6RIC9AxMXFceLEiTN+XGZmJsHBwTXQIiHOjEFR6BJjIqZApUmMya8CPCi7vtB79MHf1hd6aFpJwKYYKXRq2O0qLtW9Hs6puZOZuJOcuMsNSAB3bnLtKge8gjlPYHfcD0fmoq1KSdITU6ni4amFLp74M4c4qwGr6ZTvuKIQaTFwMM/F7mwH7aP957sSKFQNdmc7yLa7g/C2UWYJtoXwUxLkBYgmTZqwfft2ioqKqhy0FRUVsWvXLpo0aVLDrRMi8J26vtCdXdM9gpdlU+vk+kLPOjjPKJxLc4+6OVwnp1babCophSpqoYrV5fJ1kwNCjl11j8iVrJVzj865OOGHwVyM1Z3NMjH8ZDDXMsJEVAUj1ruynThVDUsFRdstRsh1aGTb/euSgarBrhwnSTkGcoKddKpn8bvgaF26g9l78jmY58KpapgMCs3DjeeUuVUI4TsS5AWIgQMHsm7dOr7++mvuueeeKj1m3rx5FBYW0r179xpunRDnB+/1hXtznGTb3XXyfLG+0LMGzlUyVdKzBk7V0NfBVSUjpYZMsTxbnmBuv3cwl+vyy3WZsVYDiRFGfXSuRcnfFQVzFYmyuKdm2l1gLacHYneByaAQVUEQWBd5giN3WQszlqMFJEbY/Co4WpfuYNLGHAodGpEWAxaLex/tzXYyaWMOz3aN9Jv34k2BOnVhTYjaJEFegLjiiit49913mTFjBk2aNGHAgAGV3v+3337j3XffxWw283//93+11EohAp9nfeGWDAcZNpVYq4HOseZq62ho2sn1bi49iYnnttKBHUiAVhuybWpJFsuTZQmS/DiYaxlhLCkW7h6da34WwVxF2kaZaR5uZG+2k3ijAby/F5pGjl2ldZSJtlH+EVB4B0fhZghVNFSDfwVHqgaz9+RT6NCIDz65T6wmiDcaSC9Smb0nn+71ouvE6KSnCUZFwai4LwoYDWBSSm4zuJP4mBQFp8VJcq7MQBDnJwnyAkRYWBjPPfccTzzxBM888wx9+vTh6quvpnPnzsTGxuJwOMjMzGTLli0sXbqUNWvWoGka48aNo3Hjxr5uvhComsbmTCe7swxkhjrpkaD57RVYg6KcVZkE7wDOqZ4cffMO4JwSvPmMdzDnPTqXafO/vREXZKBFuLH0VMsIE5GWmk0MZFBgWJswJm3MIb1IdY8aGd0jeDl2lRCzwrA2YXUimDidU4MjDQ2HA4JMCsEmpc4FRxXZne3gYJ7Lve9PPefW4jpJzyubSgI1o0HBpLiDN4PnNkXBVBLQVSXrqqooaJr/fT+FqA4S5AWQvn378sILL/Daa6+xcuVK/vjjj3Lvp2kaISEhPPLII9x000213EohylqebPMqoWAhKCmPNlHFflVCoSq81765vDJPSgBXt2TZ1JMFw/NOZrTM8sNgrl6Qe5qlu1i4e5plYnjNB3OV6Rlv5tmukfr6r1yHe/1X6yiTX01xLBMceQcTfpREJtuuVfs6yTIBm2eEDTCWBGgGBf0/U8monKGKwZsQ4vQkyAsw1157LZ06deKrr77ip59+Ijc3t9T2Bg0acPnllzNkyBAaNGjgo1YKcdLyZBtj12SRb9eItECYoqEaYXumg7FrspjSO9ovAj13Ee/SNeCclIzIlRT5Bgng6pLM4pMjc0l5Lndg58fBXIsI98icZ91cYriRCB8Gc5XpGW+me71ov87kWBPBUW1TgFirQoTFgBGFIJOCgmctm/v/DhWMwUaahBoIMxv0273v5z3SZlTcgZzRn3amEAFIgrwA1LhxY5544gkef/xxMjIySE9Px2QyUa9evbOqpSdETVE1jalb88i3aySElEx3UsFqUggxKaQUqkzdmkffBEudmLrpUjVsqobD5Q7e7F6ZKE+XwET4hqZpZNo0kvKcJaNzLj2wq8ud74rEBxloEWGiaahCjJrHhQ1jaBsbRHgdDeYqY1Co0yNcp1NXk8h4Xs2guKc7Gg3udnjWrBlKgjBPYNY0zMhnewvZmekgwmpEKXkGFQ1V1UgrUmkfbaZfw6A6cR4WQlSNBHkBTFEU4uLiiIuL83VThCjXlgwHe3OcRFvddeW8104oikK01cDeHCdbMhxntcbtTNhdGvaSaZOq5s5CqeJed6NqJYGdJoFcXeUJ5rzry3mmWeb4YTBXP9hQMiLnXivXsmRkLszsDuZsNjspqdkkxJiw+mGAFwjKJJHxVo1JZNwjZu61aJ4RMoMCRk6Oop0auFV1zZrnFR7q4C7/ciDXVW75l1EX1K3yL0KI05MgTwjhMxk2FYeqYTWW33mwGt1Tos4lS+HJ8gEn//YEbk4NbC4Nu8t91VrUfZqmkVGsllor56k356/BXEuvtXItI0w09wrmRN11ahKZcDMYNCh2auQ5tConkVEAs0HBbDiZVORkxkj3bTUdYNWl8i9CiOohQZ4Qfk7VtBpL11/TYq0GzAYFmwuCyzkbOVwQbFKIK0nfXlnA5ioZefOUFFBLslR6xt78r/t/fjs1mNtfsm7uQK6TXIf/7c0GwQa9vpwEc4HDO4mMu06egsUEraNMDPdKImNSFAxe0ybdQZ373+68Lb4/Z9d0+RchRO2SIE8IP+bJSrk3x4lDdV95bR1p8psrr51jzXSJMbE3x0mkWQFFwWkwYjS5OxVpTo12kSYiLQoHcpwSsAUgTdM4UayWLhie5yLJz4M5z/RKTwKUUAnmAor3ure+DSz0axjD7owijqRn0LJBNF3igzEbDGeU7r8uONvyL0KIukeCPCH8lHdWSvcaCveImK+zUnrXetPXtnmNtjlLMk+6Su5zY/MQ/rMph+1ZTkJNYFBdqAaFPAeEmBVubB6CUwMJ7fybpmkcL1a9ioWfrDWX54fBXMMQA4klWSxbRBhpEe4emZNgzn95wjBzyVRJs1eyEsWT7p+Ta+BOnUYZZzRzxOagSZyJIIvRJ+/hXPnzzBAhRGkS5Anhh07NSum5ShxsgiCjocayUqrayXpunlIB3rXeXGdR6+2iemae6lL+dCd/qpkl3E4Gc84yo3P5fh7MtSwpUdA83EiISYI5f+OdwMRUMlXSXJLIxOQV1PnLqFt18/eZIUKI0iTIE8IPnZqV0puiKMRYDRzIdbI1w0EXr6k32ilZI12ahqaPtLkDM+/7uE4ZdaupMgGemllbjxeSlJpBYoMIOtUL8auaWecbTXOnVk8qSXxyoKTGnL8Gc41C3NMsEyNMtAg3lqyZMxFskoOwritVMsArWYlJOXmb0XObnFTKVVdnhgghzp4EeecJl8tFdnY2ZrOZiIgIXzdHnKHSSUbgRLGLKIu7iC0lQZ7CydGzMBMcL9bYn+sg2mpA09wBm3eIVte64QYF9/q7IpWESJMEeHWEpmmcsCscPu7gcJHzZDCX66LAWdeOosopQMNQg14s/OQ0Swnm6ioFMFCSafKUem9Gg/u8UVsZKAOVr2aGCCFqlgR5AW7lypXMmTOHzZs343A4AAgJCaF79+7cdddddO7c2cctPL94RsVKZYQ8NTukBmrJ/TTt5PRHOBmYFTk1jhdrFDhUrOV0Tm1OjUKXe7qNXfWvjrjwDc/InCeLpbtwuLtEQaEzCCjwdROrTAEahxpJLAniWpSMzjUPNxEkwVydUKr2m2f0rWTqpFGhVssHnO9ONzOkNuuVCiGqjwR5AWzy5MksWLCgVIFpgIKCApYvX87KlSsZM2YMQ4YM8VEL/ZfmSeXvmeaoaXr6fk+yERcn16mpFQRrZ6tMEV7vH+ZqLMIrAo+maaR6gjmvguFJeS4K/XBkzhPMtSwJ5hIjSoK5Cmovipql4A7OjAavgI2TBby9AzmZOlk31Ea9UiFE7ZMgL0AtXbqU+fPnExoayogRI7jsssto0KABAMnJySxdupTZs2czdepUWrduTbdu3XzcYt9QFAWXqmF3eUbOTl97zaWeLJztqy7xqUV4Iy0GLEawuyDHrla5CK8IXKqmkVqolhQLdwd0+/OcHPTDYM4ANA4z6iUJ3KNzRppJMOcT3sW7zZ6EJZ5EJjLy5ndOV6/U5nLv41irJBsSwp9IkBeg5s2bh9Fo5O233+aCCy4ota1JkyaMGDGCCy64gNGjRzN79uzzNsjLVY3Y81UsDqevm3LGvIvwHsxzkevQMBkUyUp5ntGDuVwn+/NOjs4l5bkocvlnMNci3EiiV605CeZqnyeQ8846aTYqmBQFi1ECuUDSOdZM60gT2zMdBBlLT9nUNI0sm0rHGDOdY+U3RQh/IkFegNq7dy9du3YtE+B569WrF507d2br1q212LK6RdNqJltkbfFkpdyd7SDbrhFlUWgbZZYRvACkahrJhaq+Tu5ArrtguD8Gc0bFPc2yhVfB8JYRJpqGGSucMiaql4I7UDN7lRIwyYjcecmgKIzpFM7YNVmkFKol2TXdI3hZNpUwi3u7HA9C+BcJ8gKUoiiEhYWd9n4xMTFl1uwJ/2JQoH20XGENFN7B3P6S+nJJJRkti12+bt2Z8Q7mWnimWkaYaBZmxCLBXI1SOFk2wDMS5wnijCXBnVGuBokS/RtamdI7Wq+Tl213J+7qGGOWOnlC+CkJ8gJU165d2bBhAwUFBYSGhpZ7H7vdztatW+nYsWMtt04IoWoayQUuvWC4J6tlUp4Tmx8Gc03CjCSGnywY3iLcPTInwVzNUACTwT3iEmY2uKdTykicOAf9G1rpm2BhS4aDDJtKrNVA51izHEdC+CkJ8gLUyJEjuf/++3niiSd47rnnaNSoUantxcXFTJw4kdzcXP75z3/6qJVCBD5XSTB3INelJ0E5kOviYL7/BnMtSoK5RAnmaoz3SJxnOqXRcLLYt9PsxJKr0jjUSFCQ0dfNFQHCoChSJkGIACFBXoAYNWpUmdsiIiLYuHEjQ4YMoVOnTjRq1Air1crx48fZuHEjeXl5tG/fnh9//FFG84Q4Ry6vkTlPwfD9uS4O5Tnxt8zjRgWahrlH5JqGQLQzj65NYmkVE4RZpvidM88nWGrkzRPEeU2rrGwEpdipyFR7IYQQFZIgL0CsW7euwm0Oh4MNGzawYcOGMtt27NjBzp07efzxx2uyeUIEDJemccwzMueVBMUfgzmTAk3D3SNzieFGWpasmWsSZtSDOZvNTkpqNgnhRgnwzoCnXpzZeHJNnPGUbJWnFp4WQgghqosEeQHi+eef93UThAgoTlXjaIFLry+XVJIE5VCeE7ufBnMtw03uKZYlxcObhBmlIPU50mvGGRWs+no4BYskNhFCCOFDEuQFiOuvv97XTRDCL50azHlqzB3Mc+Lww2CumVfB8MRzDOZUDXblOEnKMZAT7KRTPct5XZ7DgILVBFaDgsXoDuasUjNOCCFEHSRBnsDpdGIyyaEgApsnmNuf6yw1Onco3+V3wZzZcHLNXEtPMBdhonFo9Y3MrUt3MHtPPkm5TuxOM5ajBSRG2BjWJoye8f5XskPVqHI9Sc/onMXoHpHz/lumWAohhPAH0rMPYDabjT/++INjx47hcDhKLdJXVRW73U5WVhZr167lu+++82FLhag+5QVzB3KdHMpz4fSzPBVmAzQLO1lfzlNrrjqDufKsS3cwaWMOhQ6NcDOEKhqqAfZmO5m0MYdnu0b6VaDnCVgP5rlwqhomg0LrSCPD2oRxcX2LO4BTwGw8OdVSgjkhhBD+TIK8AJWdnc0DDzzAkSNHKr2fpmnSmRF+yalqHMn3jMidTILir8Fc85LkJ57RuRYRRhrVcDBXHlWD2XvyKXRoxAcb0NBwOCDIpBBsUkgvUpm9J5/u9aL9YurmunQHr2/OwaVCk1AjISawq5BeqDJ1ay7/CY6mnxR6FkIIEWAkyAtQn3zyCYcPHyYsLIwePXqQnJzM3r17GTRoEPn5+WzevJmsrCxatGjBhAkTfN1cISrkVDUO53uCuJPB3GE/DOYsJcFciwhP4XB3YOeLYK4iu7MdHMxzEekezgLvNP2KQqTFwME8F7uzHbSPrlujeQqgoGAx4l4zp8CPR4owAvEhRhwa5Drc9w02KaQUqkzZmkefBIusqxNCCBFQJMgLUKtWrcJoNDJr1iyaNWvGr7/+yvjx47nlllvo0KEDRUVFPPPMM/z5558UFhb6urlC4FA1DuS52JhlIDu3iEOFRfqaOZefBXNWAzTzFAwPL5lqWTIyZ6zjwUS2XcOpalgs5bfTYoRch0a23Xc7RQGsRoWgkumVxpIC4eZTMlpuOmFnwwkHoSYDxaesu1QUhWirgb05TrZkOKQAtBBCiIAiQV6ASktLo1OnTjRr1gyAdu3aoWka27Zto0OHDgQHB/PCCy9www03MHfuXLp16+bjFovzhUPVOJTn4kBJ4pP9uS6S8pwc1oM5K2DzcSurxuo1MtciwlQyOmekoR8EcxWJsiiYDAp2F1jL+YWwu9xlAqIqCAJrgllRCDK5gzqLUSHIWLU1cxk2FYeqYTWWf1+r0R3UZvhbgUMhhBDiNCTIC1BOp5O4uDj93wkJCRiNRg4cOKDfFhUVRefOndm2bZsvmigCnN1VMs2yJPHJgVz330f8cWTOCIleBcMTSwI7fw7mKtI2ykzzcCN7s53EGw2lN2oaOXaV1lEm2kbV3FRNs6IQZFYIMriDu4qCtNOJtRowGxRsLggu59fO5nJnzoy1GspuFEIIIfyYBHkBKioqiszMTP3fBoOB+vXrlwryAMLDw8nOzq7l1olAYnN5rZnzWjd3tMD/gzlPVsuEEEPABXMVMSgwrE0YkzbmkF6kEm4GgwbFTo08h0aIWWFYm7BqT7piMSiEmRWCTQaCTdXz5J1jzbSONLE900GQ0VBq9E/TNLJsKh1jzHSOrVtrC4UQQohzJUFegGrXrh1r1qzh0KFD+pTN5s2b8/fff5Ofn09YWBgABw4c0P+uSaqqMm/ePBYuXMiRI0eIjIykZ8+e/POf/6RevXo1/vri3HmCuf25JwuG7891cswPg7kgIyXFwr1G5yJMNAwxSAIOoGe8mWe7RnrVyVOwmKB1lKla6uQpuNfQWUumYAafw2hdZQyKwphO4Yxdk0VKoUq01YDV6B7By7KphFnc22WfCyGECDQS5AWo6667jpUrVzJixAgeeOABhgwZQt++fVm9ejXPPPMMd9xxB8uXL+fQoUN07dq1xtvz4osv8sMPP9CvXz9uvfVWDh06xLx589i8eTMff/wx4eHhNd4GUTU2l8bBvJNBXFLJ6NzRfBf+tnIp2KjoZQlaRBhpUZIEpYEEc6fVM95M93rRbD1eSFJqBokNIuhUL+SMR/A8AZ3FqGAtyXppLUmYUhv6N7QypXc0U7fmsTfHSbZdw2xQ6BhjZkyncPpL+QRRDVRNY3Omk91ZBjJDnfRI0OQcI4TwKQnyAtSAAQO44YYbWLx4MZs3b2bIkCEMGjSIWbNmsX79etavXw+4kxcMHTq0Rtvy22+/8cMPP3Drrbfy1FNP6be3bt2aiRMnsmDBAoYNG1ajbRBlFbs0DnkFc57ROb8N5iKMtAw3kSjBXLUxKNAu0kRkkUpCpKlKAZ5ZUQg2K1gNCmYjWA1KqYyXvtC/oZW+CRa2ZDjIsKnEWg10jjXLsSGqxfJkG1O25LI9y0Gxw0LQ/lw6RhcxtnOEXEQQQviMBHkB7LnnnuOqq67SSyQEBQXx7rvvMnnyZDZt2kR0dDT33HMPffv2rdF2LFiwgNDQUB555JFSt1911VUcOnSIpk2b1ujrBzpVc9c2y7ZrRFkU2kaZS3XGi50aB/PdiU+Scp168fBjBf4XzIWYSkbmvMoStIgwUT9YgjlfMeCebhlcMvUyqJrW0wnhD5Yn23h4ZSYnilU0DTQUimwaq9Ls7F6ZyXt9YyTQE0L4hAR5Aa5nz56l/t2kSROmTZtWa6/vcrnYtGkTF110EaGhoQAUFxdjNBqxWCxlAj9xZtalO5i9J5+DeS4cLhUUhSiLgVaRZoqcKkl57mDOz5bMEWxET3rSIlyCubpEwT3lMqRkLV2QSanz+2R5sk2frulQ3dM1W0eaZLqmOCeqpjHhL3eCIgCTAmiAAi4N0otUJvyVw7Ib6tX574gQIvBIkHee+/PPP7Hb7fTr169Gnj85ORmbzUbDhg357bff+OCDD9i3bx9Go5Hu3bvzxBNP6IlhKlJcXFwjbbPb7QA4HI4aef6aUuzSOJTvYlmynW8P2yl2ufsVTg1AI9Pm4kCey8etrJoQEzQPM9IizEjzcANNgjUiHDm0axCDxXJqcWoXDrt/vK9AoQCq00GYyUiYwUmY0YDFwMn1dC533by67I9UB0+uzyffoRFlVYiyuNedbsu0M2ZVJv/tEUafBv6XXdNz/vL8X9S+jRkOdmY5QAOzARSlJMZT3N8dhwo7sxysTc6nq2Rw9Yma/p4EBQXVyPMKUR2U7Oxsf7vIL6rRtddeS3Z2NmvWrKmR59+xYwfDhw+nWbNmpKamcuedd9K+fXv27t3Lp59+isViYfbs2TRq1KjC5zhw4AAuV830JHNVI1l1tBBysQuOFSscKTZwtOjk/9PtChr+dVU4xKDROFilcZBGk2CNJkEqjYM1Ys0agXiBW9PgQKFCnlMh3KTRIqRuv0+DomBQ3MGbxaBgMmiYFffIhFFTwe/Ggt1UDR7bbmVvgUK8pfQ+0DQ4bldoFarxdkdbtZeEEIFvTrKRNw9YMCpQXnJYl+b+718t7AxpWMevhogzZjQaadGiha+bIUSFZCRPoGk114HzXD07dOgQkydP5rLLLgPgsssuo127djz++OPMmDGDiRMnVvgcDRs2rLG25aacIC42DrPZd1dZC53ukbmkfJWDeS6S8l0czFNJKVL9rmsdVjIylxhupHmYoWT9nJE4q1KqRllFHA4HJzJ8v0/Oxd8nHHy638ahfBdOVcNkUGgWZuTullYuivPte1IAk4GS0TgDJoN7BMKsuG8vbx/Z7XbS0tKoX79+OaOrddvmTCdH7XnEBoOlnLWCMUaNo3bIDouhS4x//Rz6834JFNFFRUAhCugXEDRN079HSskJPDo6miZNgn3SxvOdfE/E+cy/ftWE3wkOdv+wxcfH6wGeR9++falXrx7r1q2r9DlqejqE2WzGaq35k3+hUyUp18WBPHcSFHc2SyfJhXVzJLEyYWaFFuEmWkYYSYww0aKkTEG9IEOVgrnTqa19Ut3WpTuYvK2IQodGpMWAxeiezrg/18XkbUU829VyzjXmTkcBFBTMBvfaObMBTAalZJSOs850abFY/G5qUr5WjFODYFP5azmDTRq5DpV8zeR3783DH/dLoOidoGA2FuJ0gbGc7S4NzEbonRBCUJCs/fQl+Z6I85EEeaJG1a9fH4CYmJhyt8fExJCUlFSbTapxhU7VncnSK5g7kOckxQ+DuXCzUpL8xOiVCMVIXDUFc4FE1WD2nnwKHRrxwQb90r7VBPFGA+lFKrP35NO9XnS1TQ00oGAxotedM5eslzNXMCp3vom1GjAbFGwuCC7n187mcn9esVZD7TdO+L0L4yy0jzKzNcOB3eUeDQf3VGBnyem+fZSZC+P874KVEML/SZAnalRUVBSNGzfmyJEj2Gw2rNaTVzNdLhfJyck1Nh2zphU43NkrPUGcJ6BLLfK/YC7CrOgjci0jTCRGmGgZbiRWgrkq253t4GCei0jLyQBPpyhEWgwczHOxO9tB++gzH80zKu5i4kFGd2FxiwRzp9U51kzrSBPbMx0EGUsfy5qmkWVT6RhjprMkxRBnwaAovNg9Ui+h4NLcF3sMChgMEBdk4MXukZJZUwjhExLkiRp3ww038O677/LZZ58xYsQI/fYFCxaQl5fHnXfe6cPWnV6+dzCXWxLM5TlJ89NgTq8v51VrLtYqwdy5yrZrOFUNi6X8z9FihFyHRra98pWWCmBSPIEcmI0K1pL/xJkxKApjOoUzdk0WKYUq0VYDVqN7BC/LphJmcW+XTrg4W/0bWnmvbwxTtuayPdOBzalhNSl0jDEztpMUQxdC+I4EeaLGDR06lFWrVjFjxgwOHjxIt27d2LVrF99++y2tW7dm6NChvm4icDKY25/rJMnPg7lQk0KbSHcQlxhhpGVJQBdTxQQo4sxFWRRMBgW7yz1F81Tu6VwKUSVBoGftnGe6pWdkzmJ0P4+oHv0bWpnSO1qvk5dtd9fJ6xhjljp5olr0b2ilb0Ic61MK2H00jbaN69MjIVQuHgghfEqCvACRmpp6Vo9T1ZoPYCwWC++88w6ffPIJP/74I8uWLSMmJoZ//OMfPPDAAz5bDP3TUTuLkowc2ZPPoQLVL4O5SIs7AUq0VSHGaqRVpJH+CUHEBUkwV9vaRplpHm5kb7aTeOMpUzY1DZtLo3OMmV71LQQbDe7ATkbnaoW7E25hS4aDDJtKrNVA51izdMJFtTEoCl1iTMQUqDSJMcmxVQeomsbmTCe7swxkhjrpkaDJfhHnFQnyAsTgwYPP6nHe6Z5rUlBQEA8++CAPPvhgjb9WVS0+YmN+iglw+roppxVl8SRAKZlqWfJ3TJAkjKgrDAoMaxPGpI05ZBar1As2Em4GUMh1aNQLVhh1QTjx5WUAETXOoCiSAEOI88TyZBtTt+axJ9tBscNCUFIebaKKZfRenFektxEgarLWXaBqG2kC7L5uRikxVoXm4SZaliRBSYxw/x0t2f/qNAV3lsYrGluJD47ikz0F7MpycrRQAxRaR5oY0ymcftK5EEKIGrU82cbYNVnk2zUiLRCmaKhG2J7pYOyaLKb0jpZAT5wXJMgLEAsXLvR1E/xOm4jyKhvVjhhr+SNzURLM+QVPUBdscidECfKaenlF42AubxQkUwOFEKKWqZrG1K155Ns1EkIMaGg4VLCaFEJMCimFKlO35tE3wSLnZBHwJMgLEAkJCb5ugt9pG1nzQV6s1UCinslSgjl/ZUAhyOQuX+DJdFlZchSZGiiEELVvS4aDvTlOoksyRnvPclIUhWirgb05TrZkOOQcLQKeBHkBIj8/n7CwsDr3XHVZk1ADFoOGXT33q3mxVoMexCWGnyxRIMGcf/IEdcFGhSCTgSCj1KMTQoi6LsOm4lC1CkvOWI3ucjcZNv9LtCbEmZIgL0D84x//YOzYsQwcOPCcnue7777jnXfe4ccff6ymltVdRoNC02CNfQVV77zHBRloEV46mEuUYM7veaZfhprcUzCDTIpM5RFCCD8TazVgNijYXFBejiuby32uj5XfbHEekCAvQPTt25dnn32Wrl27ct9999GzZ88qP9blcvHrr7/y5ZdfsnPnTm699dYabGnd0ixYY19B2dvjggylC4aXJEGJtMgPQ6AwoBBsVggxugM7KWcghBD+rXOsmdaRJrZnOggylv691jSNLJtKxxgznWPNPmqhELVHgrwAMW7cOHr06MHkyZN57LHHaNSoEZdffjndu3enbdu2REVFlbp/VlYWmzZt4q+//uL3338nIyODyMhIXn31VS677DKfvAdfuCBCJRcrrSLNeuHwFuEmIiSYCzhmxT1Cd3JdnUzBFEKIQGJQFMZ0CmfsmixSClUiLWDQoMipkWPXCLO4t8tMDXE+ULKzsyX3fgDJy8vjww8/ZP78+djtdr0TGxwcTFhYGJqmkZ2djdPprg2naRohISHccccdDB06lNDQUF82v1YVFxez/VAyQdH1sVplAXZdYLPZSUlNIaFBwjnvEwUINimEmAx6Fkxx5oqLizly5AhNmjQhKCjI180RJWS/1D2yT+qO0nXynASZTbSJMkudPHFekZG8ABMeHs6YMWMYPnw4S5YsYfXq1WzZsoXCwkIKCwv1+5nNZjp27MiAAQMYNGgQERERPmy1EOfOu6xBkNGdLttYSQZMIYQQgal/Qyt9EyysTylg99E02jaOpkdCqIzgifOKBHkBKioqiqFDhzJ06FCcTicZGRlkZGTgdDqJjIykUaNGmEyy+4V/MyvudXVBp9SqE0IIcX4zKApdYkzEFKg0iTFJgCfOO9LLPw+YTCbq169P/fr1fd0UIc6J97q6upwsRdU0KYYuhBBCCJ+RIE8IUWd5B3VBfrKuzrMWZG+OE4eqYTYotI40yVoQIYQQQtQaCfKEEHWG2QCRFiP1gg1Ehpj8IqjztjzZxtg1WeTbNaKtBqxGd72m7ZkOxq7JYkrvaAn0hBBCCFHjJE+8EMJnTIpCmNlAvSAjTcJMNA0zEmV0EmH2j1E7b6qmMXVrHvl2jYQQd0ZPg+KeVpoQYiDf7t6uapLQWAghhBA1S0byxHlJ1TQ2ZzrZkWcgwuCkUz0Lkoix5hlLgp7gCqZfFjt81LBqsCXDwd4cJ9FWQ5n6e4qiEG01sDfHyZYMBxfGSckOIYQQQtQcCfLEece7fk640UKmo4DECBvD2oTRM97s6+YFFO+gzloS2AWqDJuKQ9UqHIG0GiHbrpFhU2u5ZUIIIYQ430iQJ84r3mumIi0QZdYoUhX2ZjuZtDGHZ7tGSqB3DgwoBJkgxGTQk6WcL2KtBswG9xq84HLOrDaXu45frFVmyQshhBCiZkmQJ84bp66Z0tAwAEEm92hTepHK7D35dK8XLVM3q8hTgDzUpOif4/laKqBzrJnWkSa2ZzoIMpaesqlpGlk2lY4xZjrHykUEIYQQQtQsuaQcwDRNY8WKFRw7dky/7a+//mLo0KEMHDiQMWPGkJSU5MMW1q7K1kyhKERaDBzMc7E7248XhtUCAwqh3slSwk3EBhsJNRvO2wAP3IV3x3QKJ8yikFKoUuTUUDWNIqdGSqFKmMW9/Xz+jIQQQghROyTIC1DFxcU8+OCDPPXUU2zcuBGAtLQ0/vWvf7Fv3z7y8/NZs2YNDz/8MBkZGT5ube04uWaq/O0WIzhVjWy7ZD/0ZkAhxOSeZvj/7d15WNVl/v/x11k4iIgCIoho7ituaZpLZqZTuBWajUtOjaWmpWPppDVamr/KNM2l3LXcU8tR09zKTC2tTM0FxwXFXRYVUJCd8/uDi/MNwZXl4Ifn47q6Zvhs5/05N8h5cd+f+y7nblGlkhb5F7eolKu50C5G7iyty7lqcnMvBXq7KD7VroiEdMWn2hXo7cLyCQAAoMAwXNOgVq5cqYMHD6ps2bLy9fWVJK1du1ZJSUlq2rSpBg8erO+++07Lly/XkiVLNGTIECdXnP/u9MxUcppkNZvkaSu6wSVz+KXNkrEAuc0iuVlM2Xs+cUuty7mqlb9NB6+k6EpSukq7mlW/tAs9eAAAoMAQ8gxq27ZtKl68uL744guVLl1akrRjxw6ZTCYNHDhQNWrUUPXq1bVz50798ssvRSLk3fzMVBZ2u2KT01Xd06qankXrmSnbX56pc7WYZOWBxFwzm0wskwAAAJyG4ZoGdebMGTVs2NAR8KKjoxUaGioPDw/VqVNHUsbaXdWqVVN4eLgzSy0wOT4zJSkx1a7IhHQVdzHppRolisSkKzazSd6uZpV3z/pMHQEPAADgwUdPnkGlpqbK1fX/nv/Zs2eP7Ha7GjRokOW4lJQU2e1F5xm0zGemJh+8ppDoFKWnm3Qtxa7qpVz0z5rGXSfPxZTRU1fsFouQAwAAwDgIeQbl7++fZebMX375RSaTSU2bNnVsS0pK0pEjR1S2bFlnlOhcN2ccg2QekzIWILdZMnrrXMyEOgAAgKKGkGdQ9evX17p16zRjxgyVL19eW7dulclkUuvWrSVJkZGR+vTTTxUbG6u//e1vTq624Px1MXRPm0mlXdKVajcp9AFdDD1z8XE3S0aQs/FMHQAAQJFHyDOol19+Wdu2bdOiRYskZayZ16VLF/n5+UmSXnjhBV27dk1+fn765z//6cRKC86Dvhh65syXxawmuZozQp2rRcx8CQAAgCwIeQbl7++vhQsXatGiRYqMjFSTJk3Uo0cPx/4aNWrIy8tLQ4YMkY+PjxMrLTg3L4ae5VnEmxZDr+3l3N68zEDn6uihk1zNJlkKY/oEAABAoULIM7CAgAC98847Oe77/PPPi1wP0P8thp7zfdss0rUU5yyGbpZJbi4mFTOLYZcAAADIFUJeEXHu3DmFh4erZMmSqlmzpuLi4uTh4eHssgpUYVoM3ayMIaLFLFIxq1nFcjHsMt1uZ+FtAAAAOBDyDG716tVasGCBIiIiJElBQUEaM2aMRowYITc3N40aNUpeXl5OrrJgOHMx9LwMdX+1/WKSphy6rhOxqUpJt8vFbFL1Ula9Uc9Drcu53vkCAAAAMBwWQzewcePGafz48QoPD1exYsVkt9sdz6GFh4frl19+0WuvvaYbN244udKCUZCLoZtlkrvVrNKuZgW4W1W5pEX+7hZ5FbPIzWrKs4D35u5ohVxNkbvVJD83s9ytJoVcTdGbu6O1/WJS7m8EAAAADxxCnkH9+OOPWrNmjQICAjR9+nRt3bo1y/7JkyerVq1aCgsL0+rVq51UZcHLXAw90NtFN1KlmGSTEtKk6p7WXC2fUBCh7q9uninUzWqS2ZTRW+hf3Ky45Iz96UVooXsAAABkYLimQa1atUo2m01Tp05V+fLls+2vWLGiJk+erODgYH3//fd64YUXnFClc7Qu56pW/jbtuRSvIxcvq2QpL9UrU/yeevDya/jl3bp5ptC/MplM8nI160Rsqg5eSVFDH1uB1QUAAADnI+QZ1LFjx9SgQYMcA14mLy8vNWzYUEeOHCnAygoHs8mkBt5WWa+nq1gp6x0DnrND3c3uNFOoq0WKSbbrSlJ6AVcGAAAAZyPkGVRSUpLc3NzueJzValViYmIBVPRgKWyh7mZ3mik0KS1jnb3SrozIBgAAKGoIeQbl5+en48ePy2633zKcpKen6/jx4/Lz8yvg6gqfv65TVxhD3c1unin0r7Xa7XZFJ6Ur0NtF9Us7d1F3AAAAFDz+zG9QLVq0UEREhBYuXHjLY5YsWaLIyEg1b968ACsrXIpbTApwN2dMlFI8/yZKyWs5zhRqtysh1a5LN9JVwpaxn/XyAAAAih568gzqxRdf1KZNmzRr1iwdPnxYTZs2lSRFR0dr+/bt2r59uzZu3Ch3d/ciNenKzaz2VBWzFP5Ql5PMmUIz18mLSc5YJy/Q24V18gAAAIowQp5B+fj4aPLkyXrrrbe0c+dO/fzzzzKZTPr999/1+++/y263y8PDQ+PGjVPZsmWdXS7uU+ZMoQevpOhKUrpKu5pVv7QLPXgAAABFGCHPwAIDA/X1119r7dq12rNnjy5duqT09HSVKVNGjRs3VteuXeXp6ensMpFLZpOJZRIAAADgQMgzOHd3d/Xq1Uu9evVydikAAAAACgATrxRBx48f1/bt2xUREeHsUgAAAADkMXryDOzYsWOaP3++nn/+eTVp0kSSNG7cOK1du1aSZLFYNGDAAP3jH/9wZpkAAAAA8hA9eQZ1+vRp9e/fXzt27NDp06clSXv27NGaNWtkMplUrVo1mc1mTZ8+XX/88YdziwUAAACQZwh5BrV06VIlJiaqS5cuatu2rSRpw4YNMplM6t+/v5YsWaKZM2fKZDLp66+/dnK1AAAAAPIKwzUN6o8//lD58uU1YsQIx7bdu3dLkjp37ixJqlu3rurWratDhw45pUYAAAAAeY+ePIO6fPmyqlev7vg6NDRU0dHReuihh+Tj4+PY7uPjo9jYWGeUCAAAACAfEPIMqnjx4kpKSnJ8/dtvv0mSHn744SzHXblyRW5ubgVaGwAAAID8Q8gzqPLly+vQoUO6ceOGJGnr1q0ymUxq3ry545hTp07p0KFDqly5srPKBAAAAJDHeCbPoNq2baupU6fqpZdeUunSpRUSEiIvLy+1aNFCkrRw4UJ99dVXstvtat++vZOrBQAAAJBX6MkzqO7du6tVq1Y6e/as9u/fL5vNppEjR8pms0mSVq9erejoaHXu3FldunRxcrUAAAAA8go9eQZlsVg0ceJEHTp0SJGRkWrQoEGWCVd69uypihUrqlmzZk6sEgAAAEBeI+QZXL169XLc3r179wKuBAAAAEBBYLhmEZaUlKTw8HAWQwcAAAAMhJ48A/v222+1bNkyXbhwQSkpKbc99vnnny+gqgAAAADkJ0KeQf3888/68MMP73hc8eLF1ahRowKoCAAAAEBBYLimQX3zzTeSpG7dumnZsmV65ZVXZDabtXjxYi1dulSvvfaaXF1dVbJkSY0dO9bJ1QIAAADIK4Q8gzp69KjKli2rYcOGqWrVqmrWrJnS09N14cIFVatWTS+99JJGjx6t8PBwLV++3NnlAgAAAMgjhDyDun79uqpXry6zOaOJq1SpIikj/GVq27atypcvr59++skZJQIAAADIB4Q8g3J1dZXJZHJ8XaJECXl4eOjMmTNZjqtWrZrOnz9f0OUBAAAAyCeEPIMKCAhQaGholm3ly5fXsWPHsmxLTExUampqQZYGAAAAIB8R8gyqadOmunTpkj755BPFxcVJkurUqaNLly5p+/btkqSzZ89q37598vPzc2apAAAAAPIQIc+gevbsKQ8PD61atUqjRo2SJAUHB8tut+s///mP+vTpoxdffFEpKSlq0aKFk6sFAAAAkFcIeQbl4+Oj6dOnq27duvL19ZUk1ahRQ//4xz+UmpqqI0eOKCEhQf7+/nr55ZedXC0AAACAvMJi6AZWo0YNzZs3TykpKY5tgwYNUuvWrbV//355eXmpXbt2cnNzc2KVAAAAAPISIa8IcHFxyfJ1vXr1VK9ePSdVAwAAACA/MVzTgK5cuaITJ07kuO/06dP6/PPPFRERUcBVZUhLS1O/fv3UtGlTZvUEAAAA8gEhz2CWLVumrl27avHixTnu//3337V48WJ169ZNy5cvL+DqpAULFujAgQMF/roAAABAUUHIM5D58+dr2rRpSkxM1KVLl3I8pmTJkvLz81NycrKmTJmipUuXFlh9ISEhmjdvnmw2W4G9JgAAAFDUEPIM4uTJk5o3b57MZrOGDh2qmTNn5nhcUFCQ1q5dqwEDBkiSZs6cqbNnz+Z7fTdu3NB7772n5s2bq27duvn+egAAAEBRRcgziFWrVslut2vYsGHq3r27rNZbz6ljMpnUp08fDRgwQCkpKfrmm2/yvb5JkyYpLi5OI0eOzPfXAgAAAIoyZtc0iL1796p06dIKDg6+63NeeOEFLVmyRH/88Uf+FSZp27ZtWrdunT755BOVLl36ns9PTEzMh6qk5OTkLP8L56NNCh/apHCiXQof2qTwye82KVasWL5cF8gLhDyDuHTpkho2bCiLxXLX57i4uKhu3br6888/862uyMhIffjhh3rmmWfUunXr+7rGxYsXlZaWlseV/R9nzTSKW6NNCh/apHCiXQof2qTwyY82sVgsqlKlSp5fF8grhDyDMJvN97WouZubW5bF0vOS3W7X+++/Lw8PDw0dOvS+r1OuXLk8rOr/JCcnKyIiQn5+fkwGU0jQJoUPbVI40S6FD21S+NAmKMoIeQbh6+t7yxk1byciIkIeHh75UFHGcg5//PGHPvnkEyUnJzuGS2SujxcbGysXFxeVLFnyttfJ7+EQNpuNIReFDG1S+NAmhRPtUvjQJoUPbYKiiJBnENWqVdNPP/3k+IvV3YiMjNT//vc/NWzYMF9q2rlzp+x2u/7973/nuL99+/by9/fX2rVr8+X1AQAAgKKIkGcQQUFB2rp1q2bNmqXRo0ff1TkzZsyQ3W5Xy5Yt86WmIUOG6Pr169m2T5kyRaGhoZo2bdp9DTEFAAAAcGuEPINo2bKlatSooY0bN8rDw0OvvfbaLYcmJCYmavr06dq4ceM9z8h5L2rXrp3j9szhmY888shtl3oAAAAAcO/4hG0QFotFY8eOVZ8+fbRy5Ur98MMPat26terVq6fSpUsrJSVF0dHROnDggH7++WfFxMTIZrNp4sSJKlGihLPLBwAAAJBHCHkGUrlyZS1YsEBvv/22wsLCtHr1aq1evTrLMXa7XZJUs2ZNjRw5UjVr1nRGqQAAAADyCSHPYCpVqqQlS5Zo586d2rhxo8LCwhQZGSmr1SofHx8FBgaqTZs2atGixT2tqZeXZs2a5ZTXBQAAAIoCQp4BWa1WtWnTRm3atHF2KQAAAAAKmNnZBQAAAAAA8g4hDwAAAAAMhJAHAAAAAAZCyAMAAAAAAyHkAQAAAICBEPIMIikpydklAAAAACgECHkG0b17d33wwQeOr/ft26czZ844sSIAAAAAzkDIM4grV64oISHB8fXAgQP1xRdfOLEiAAAAAM5AyDMIFxcXHT9+XMnJyc4uBQAAAIATWZ1dAPJGzZo1tX//fj311FPy9PSUJO3YsUPBwcF3PNdkMmn16tX5WyAAAACAAkHIM4hBgwZpyJAhun79umPY5o0bN3Tjxo07nmsymfK7PAAAAAAFhJBnEIGBgVq/fr3CwsKUlJSkV199Vc2aNdPLL7/s7NIAAAAAFCBCnoEUK1ZMtWvXdnzt6empBg0aOLEiAAAAAAWNkGdQv/32m7NLAAAAAOAEhDyDi4uL05o1a7Rnzx5FRUXJZrPJ29tbTZs2VVBQkGOSFgAAAADGQMgzsMOHD+utt95SdHS07HZ7ln27du3SwoUL9fHHHzOkEwAAADAQQp5BXb58WUOHDlVsbKzq1aun9u3bKyAgQHa7XefOndPmzZt1+PBhjRgxQsuWLZO3t7ezSwYAAACQBwh5BrV48WLFxsaqZ8+eeuONN7Lsa968uf7+979r6tSpWrZsmVasWKGBAwc6p1AAAAAAecrs7AKQP3755Rf5+vpq8ODBtzxm0KBB8vX11U8//VRwhQEAAADIV4Q8g4qIiFDdunVlsVhueYzFYlFgYKDCw8MLsDIAAAAA+YmQZ1BWq1Xx8fF3PC4hIUFmM98GAAAAgFHw6d6gqlatqj///FNRUVG3PCYqKkr79+9X1apVC7AyAAAAAPmJkGdQHTp0UFJSkoYNG6YLFy5k23/hwgUNGzZMycnJCgoKckKFAAAAAPIDs2saVHBwsDZt2qQDBw7o+eefV2BgoAICAiRlBLyQkBClpaWpXr16Cg4Odm6xAAAAAPIMIc+gzGazpk6dqvHjx2vTpk06ePCgDh48mGV/UFCQhg8fLquVbwMAAADAKPh0b2Bubm4aM2aMXn/9de3du1dRUVGy2+3y9fXVww8/LD8/P2eXCAAAACCPEfKKgDJlyvDcHQAAAFBEMPEKAAAAABgIIQ8AAAAADISQBwAAAAAGQsgDAAAAAAMh5AEAAACAgRDyAAAAAMBACHkAAAAAYCCsk1eEJSYm6siRI5KkRo0aObkaAAAAAHmBkFeERUREaODAgTKbzdq9e7ezywEAAACQBxiuCdntdmeXAAAAACCP0JNXhAUEBGjNmjXOLgMAAABAHiLkFWFWq1X+/v7OLgMAAABAHmK4JgAAAAAYCD15BhcXF6c1a9Zoz549ioqKks1mk7e3t5o2baqgoCB5eno6u0QAAAAAeYiQZ2CHDx/WW2+9pejo6GyTq+zatUsLFy7Uxx9/rAYNGjipQgAAAAB5jZBnUJcvX9bQoUMVGxurevXqqX379goICJDdbte5c+e0efNmHT58WCNGjNCyZcvk7e3t7JIBAAAA5AFCnkEtXrxYsbGx6tmzp954440s+5o3b66///3vmjp1qpYtW6YVK1Zo4MCBzikUAAAAQJ5i4hWD+uWXX+Tr66vBgwff8phBgwbJ19dXP/30U8EVBgAAACBfEfIMKiIiQnXr1pXFYrnlMRaLRYGBgQoPDy/AygAAAADkJ0KeQVmtVsXHx9/xuISEBJnNfBsAAAAARsGne4OqWrWq/vzzT0VFRd3ymKioKO3fv19Vq1YtwMoAAAAA5CdCnkF16NBBSUlJGjZsmC5cuJBt/4ULFzRs2DAlJycrKCjICRUCAAAAyA/MrmlQwcHB2rRpkw4cOKDnn39egYGBCggIkJQR8EJCQpSWlqZ69eopODjYucUCAAAAyDOEPIMym82aOnWqxo8fr02bNungwYM6ePBglv1BQUEaPny4rFa+DQAAAACj4NO9gbm5uWnMmDF6/fXXtXfvXkVFRclut8vX11cPP/yw/Pz8nF0iAAAAgDxGyCsCypQpw3N3AAAAQBHBxCsAAAAAYCD05BlEbiZPMZlMWr16dd4VAwAAAMBpCHkGcenSpfs+12Qy5WElAAAAAJyJkGcQc+bMuetjL1++rClTpjgmYmnSpEk+VgYAAACgIBHyDKJBgwZ3ddy2bds0YcIExcbGysXFRa+//rp69OiRz9UBAAAAKCiEvCLixo0bmjhxojZs2CC73a6aNWvq/fffV+XKlZ1dGgAAAIA8RMgrAv7880+NGTNG4eHhMplMevHFF9W/f38WQQcAAAAMiE/5BpaamqpZs2Zp6dKlSk9PV0BAgMaMGaP69es7uzQAAAAA+YSQZ1AnT57U6NGjFRoaKrvdrmeeeUZDhw6Vm5ubs0sDAAAAkI8IeQa0bNkyzZw5U8nJyfLy8tLIkSPVqlUrZ5cFAAAAoAAQ8gwkIiJCY8eO1d69e2W329WqVSuNHDlSXl5ezi4NAAAAQAEh5BnEpk2bNHHiRMXFxcnNzU1vvvmmnnnmGWeXBQAAAKCAEfIMYvTo0TKZTJIkq9WqhQsXauHChXd1rslk0jfffJOf5QEAAAAoIIQ8A7Hb7ZKka9eu6dq1a3d9XmY4BAAAAPDgI+QZxMyZM51dwm2FhoZq3rx52rdvn+Li4uTj46PWrVurf//+8vDwcHZ5AAAAgGEQ8gyiUaNGzi7hls6cOaNXXnlFVqtVzz33nMqWLatDhw7p66+/1p49e/TFF1+oePHizi4TAAAAMARCHvLdxIkTlZqaqgULFqhy5cqSpK5du6pWrVqaNGmSVq5cqX/+85/OLRIAAAAwCLOzC4CxJSUlaf/+/WrYsKEj4GXq0KGDJGnfvn3OKA0AAAAwJHrykK9cXFy0YsUKpaenZ9t39epVSZLFYinosgAAAADDIuQhX5nNZgUEBOS4b9GiRZKkxo0b3/YaiYmJeV6XJCUnJ2f5XzgfbVL40CaFE+1S+NAmhU9+t0mxYsXy5bpAXjDFxMTYnV0Eip7169dr7Nix8vPz0/Lly+Xu7n7LY0+dOqW0tLQCrA4AAODWLBaLqlSp4uwygFuiJw8F7ttvv9W4cePk5uam8ePH3zbgSVK5cuXypY7k5GRFRETIz89PNpstX14D94Y2KXxok8KJdil8aJPChzZBUUbIQ4GaM2eO5s2bJ3d3d3366aeqU6fOHc/J7+EQNpuNIReFDG1S+NAmhRPtUvjQJoUPbYKiiJCHApGamqoPPvhAGzZsUJkyZTR58mTVqFHD2WUBAAAAhkPIQ75LS0vTyJEjtW3bNlWtWlVTpkyRn5+fs8sCAAAADImQh3w3a9Ysbdu2TYGBgZo2bZo8PDycXRIAAABgWIQ85KsLFy5oyZIlMplMeuKJJ/Tzzz9nO8bLy0vNmjVzQnUAAACA8RDykK92797tWP5g+vTpOR7ToEEDQh4AAACQRwh5yFfdunVTt27dnF0GAAAAUGSYnV0AAAAAACDvEPIAAAAAwEAIeQCAHKXb7TpwNVW7o806cDVV6Xa7s0sCAAB3gWfyAADZbL+YpCmHrut4TIoSU2wqFnZdNTwT9UY9D7Uu5+rs8gAAwG3QkwcAyGL7xSS9uTtaIVdTVNwq+djsKm6VQq6m6M3d0dp+McnZJQIAgNsg5AEAHNLtdk05dF1xyXb5FzfLzWqS2SS5WU3yL25WXHLGfoZuAgBQeBHyAAAOB6+k6ERsqrxczTKZTFn2mUwmebmadSI2VQevpDipQgAAcCeEPACAw5WkdKWk2+VqyXm/q0VKSbfrSlJ6wRYGAADuGiEPAOBQ2tUsF7NJSWk5709Kk1zMJpV25dcHAACFFb+lAQAO9Uu7qHopq6KT0mW/6bk7u92u6KR0VS9lVf3SLk6qEAAA3AkhDwDgYDaZ9EY9D5WwmXTpRroSUu1Kt0sJqXZdupGuEraM/eabntcDAACFByEPAJBF63KumtzcS4HeLrqRKl1ONulGqhTo7aLJzb1YJw8AgEKOxdABANm0LueqVv427bkUr2PnI1SzvJea+LvTgwcAwAOAkAcAyJHZZFIDb6u849NVwdtKwAMA4AHBcE0AAAAAMBBCHgAAAAAYCCEPAAAAAAyEkAcAAAAABkLIAwAAAAADIeQBAAAAgIEQ8gAAAADAQAh5KNIsFouzS8BNaJPChzYpnGiXwoc2KXxoExRVppiYGLuziwAAAAAA5A168gAAAADAQAh5AAAAAGAghDwAAAAAMBBCHgAAAAAYCCEPAAAAAAyEkAcAAAAABkLIAwAAAAADsTq7ACCvxcTEaO7cudq5c6eio6NVoUIF9ejRQ88888wdz01LS9OKFSu0Zs0aXbp0Sd7e3nr66af18ssvq1ixYgVQvTHlpk0yz/35558VFRWlEiVKqFGjRnr11VdVuXLlAqjeuHLTLjebPn26Fi5cqM8//1xNmzbNh2qLhty2ye7du7Vo0SIdPXpUFotFtWvX1sCBA1WnTp18rty4ctMm8fHxmj17tn766SddvnxZ3t7eat26tQYOHKgSJUoUQPXGd/jwYfXr109Tp06963971q9fr+XLl+vs2bNyd3dXmzZtNGDAAJUsWTKfqwUKDiEPhpKQkKDBgwfr5MmT6tatmypVqqQffvhBH3zwga5cuaI+ffrc9vwJEyZo9erVevLJJ9W9e3cdO3ZMCxcu1NGjRzV16lSZTKYCuhPjyE2bJCUlaeDAgTp9+rQ6deqk2rVr6+LFi1q1apV+/fVXzZ07V9WrVy/AuzGO3P6s/NW+ffu0ePHifKy2aMhtm6xdu1YfffSRqlatqgEDBighIUHLly/Xq6++qjlz5qh27doFdCfGkZs2SU1N1aBBgxQSEqK//e1vatSokY4ePapVq1bpwIEDmj9/vlxdXQvwbozn7NmzGj58uNLS0u76nAULFmjGjBlq0qSJBg8erIsXL2rlypWONuEPujAKQh4MZeXKlTp27JjGjh2roKAgSVJwcLCGDBmiefPmqUOHDvLz88vx3MOHD2v16tUKDg7Wf/7zH8d2Pz8/zZ49Wz/88IP+9re/Fch9GElu2mTZsmU6efKkRo4cqWeffdaxvV27durTp4+mTZumzz77rEDuw2hy0y5/df36dY0ZM0ZWq1XJycn5Xbah5aZNIiMjNWnSJNWqVUuzZ892fFBt27atunfvrlmzZmnq1KkFdi9GkZs22b59u0JCQvTss89q5MiRju1lypTRvHnz9N1336lr164Fch9GtG3bNn344Ye6du3aXZ8TERGhuXPnqnnz5po8ebLM5oynlmrUqKHRo0dr5cqVevHFF/OrZKBA8UweDGXDhg3y8fHR008/7dhmNpvVu3dvpaSkaNOmTbc897vvvpMk9erVK8v2Xr16ycXFRevXr8+fog0uN23y66+/ysXFRZ06dcqyvVatWqpSpYr+/PPP/Crb8HLTLn81fvx4paen82E1D+T236/ExET961//ytITUaFCBQ0ZMoQhtPcpN21y7tw5SdJjjz2WZXvr1q0lSceOHcuHiouGN998UyNGjFDp0qX11FNP3fV5mzdvVkpKinr06OEIeJIUFBQkX19ffs/DUAh5MIy4uDidPn1aderUyTasMjAwUJIUEhJyy/MPHz6sEiVKqFKlSlm2u7m5qUqVKrc9FznLbZt8+OGH+vLLL2WxWLJst9vtio6OzvJLGncvt+2SacOGDfr+++/13nvv8XxRLuW2Tfbu3St3d3c1bNhQUsZQwcTERElS9+7d9cILL+RP4QaW2zbJ/F1y6tSpLNvPnj0rSfL19c3DaouW06dP67XXXtPixYv10EMP3fV5hw8fliTVrVs3y3aTyaQ6dero9OnTiouLy9NaAWdhuCYMIzIyUna7PcehMyVKlJC7u7suXrx42/NvNezG19dXx44dU1xcHB9m70Fu28THx0c+Pj7Ztm/YsEGXL19Wy5Yt87TeoiK37SJJFy5c0CeffKIePXqoadOm9KrmUm7b5PTp0/L19dWpU6c0bdo0/fHHH0pLS1PVqlU1aNAgflbuQ27b5PHHH9eTTz6phQsXytfXV40aNVJoaKimTJkiX1/fLEPQcW9WrFghm812z+dFRkaqePHi8vDwyLYvM3RfvHhRNWrUyHWNgLMR8mAYmX99K168eI77XV1dlZCQcNvzAwICctyXOfwpISGBkHcPctsmOTl+/LgmTpwoi8Wifv365brGoii37ZKWlqbRo0fLz89Pr7/+er7UWNTktk2uXbsmu92u/v376/HHH9cHH3yg6OhoLV68WMOGDdPHH3+sJ554Ij9KN6zctonZbNbLL7+ssLAwvf/++47tpUuX1owZM3L8Axbuzv0EPCmjTd3c3HLcl/l7PrMHHHjQEfJQpNxueJ/dbr/jPmbXzHv3MuTyyJEjeuONNxQfH6/hw4czLXw+ul27fPnll/rf//6nL7/88r4/bOHe3a5NUlJSFBUVpR49emjo0KGO7U888YSef/55TZo0Sa1bt+bfsDx2uzbZu3ev3njjDVksFvXt21c1a9bUxYsXtXTpUvXt21eTJk1yDK9FweD3PIoSHmiBYWT+tfVWf4VLTEzMcYjGX8+/3bmSbns+ssttm/zVzp07NXDgQMXGxmro0KHq1q1bntVZ1OSmXQ4fPqz58+erZ8+e8vX1VUxMjGJiYhzXio+PV0xMjNLT0/OneIPK7c9KZi/E888/n2W7j4+PHnvsMUVEROj06dN5U2wRkds2mTlzppKTk/Xpp5+qf//+at26tXr27KkFCxbIarXqvffeU2pqar7Ujpy5u7vzex5FBj15MAx/f3+ZTCZFRkZm2xcXF6cbN27c9kH3cuXK3fL5isjISHl6erKm0T3KbZtk+uabbzRp0iSZzWa9//77jqnMcX9y0y67du1SWlqaFi1apEWLFmXbP2LECEnSmjVrVK5cubwt3MBy+7NStmxZnTx5UqVLl862z9vb23Ed3L3ctsmJEyf00EMPqVGjRlm2+/j46PHHH9fatWsVFhbGWp8FqFy5cjp69Kji4+Pl7u6eZV9kZKTMZrPKlCnjpOqAvEXIg2G4u7urUqVKOnLkSLZ9mTNq1a9f/5bn161bV0ePHtX58+dVvnx5x/YbN27o1KlTatGiRd4XbXC5bRMpY628KVOmyMPDQxMmTFDjxo3zpdaiJDft0rFjxxyHmH333XfauHGjBg8erJo1a+YYNnBruf1ZCQwM1MmTJxUaGprtuPPnz8tkMsnf3z9viza43LaJzWa7ZY925vbbDR9E3gsMDNSPP/6okJCQLMuK2O12HTlyRFWqVMkW/oAHFcM1YSjt27dXRESENm/e7NiWnp6upUuXymaz3XY9nczeocWLF2fZ/tVXXyk1NVUdO3bMn6INLjdtsnv3bk2dOlWlSpXS7NmzCXh56H7bJSAgQE2bNs32X+akRTVr1lTTpk3p9b4PuflZ6dy5syRp7ty5SktLc2w/ceKEdu3apcaNGzPRx33ITZu0bNlS586d044dO7JsDw8P108//aQyZcqoatWq+VY7smvXrp2sVquWLl2aJWBv3LhRUVFR2dZkBR5k9OTBUHr06KGNGzdq7NixOnbsmB566CF9//332rNnj/71r385PuScOHFCoaGhqlatmmOoTP369dWpUyetXr1a165dU7NmzRQSEqK1a9eqVatWzEx3n+63TdLT0zVx4kTZ7Xa1atVKJ06c0IkTJ7JdPygoiAfl70NuflaQP3LTJg0aNNALL7ygpUuXqn///mrfvr2uXr2q5cuXy83NTW+99ZYzb+2BlZs2GTRokPbt26e3335bnTt3Vu3atRUeHq5Vq1YpISFB/+///b9sa4Ai71y4cEEHDx5UQECAo8fV399fffr00dy5czV48GC1a9dOZ8+e1YoVK1SnTh117drVyVUDeccUExPDWAEYSnR0tGbMmKGdO3cqPj5eFStWVK9evdShQwfHMXPmzNG8efPUt29f9e/f37E9NTVVixYt0rp16xQZGSlfX18FBQXppZdeckxsgHt3P20SFham7t273/Hau3btktXK36vuR25+Vm6Wedznn3+eZRgU7k1u2+S7777TypUrderUKRUrVkxNmjTRq6++qooVKxb0rRhGbtokOjpa8+bN086dOxUVFSV3d3c9/PDDevnll1W7dm1n3I7h3OrfnvXr12vs2LHq2LGjRo8eneWcVatWaeXKlTp//ry8vb31+OOP69VXX1XJkiULunwg3xDyAAAAAMBAeCYPAAAAAAyEkAcAAAAABkLIAwAAAAADIeQBAAAAgIEQ8gAAAADAQAh5AAAAAGAghDwAAAAAMBBCHgAAAAAYCCEPAFAopaenO7sE3AbtAwCFl9XZBQBAUbJ3714NHDgwx31ms1murq7y8fFRvXr19Pe//1116tQp4Arvz8WLFxUcHCyLxaLdu3fn6lopKSn66quvdPXqVb3xxhuO7evXr9fYsWPVpEkTTZ8+PZcV553Mum5mMplks9lUqlQpVatWTW3atFHHjh1ltT4Yv3pv1aa3ah8AQOHxYPymAQADCgoKyvJ1enq6kpKSdOLECW3YsEGbN2/WqFGj1LFjRydV6ByLFi3S7Nmz9cwzzzi7lHvi5uam1q1bO7622+1KSkpSRESEfvvtN+3atUsrVqzQlClT5Ovr68RKc+dBbR8AKEoIeQDgJDn1/kgZYe/zzz/XkiVLNH78eLVs2VKenp4FW5wTpaWl5bj9iSeeUN26deXm5lbAFd0dT0/PW7bpmTNnNHbsWB06dEivv/66FixYIHd39wKu8N74+vpq5cqVMplMWbbfqn0AAIUHz+QBQCFjNpv12muvycvLS4mJidq5c6ezSyoUSpQooUqVKsnPz8/ZpdyzihUrasqUKapQoYLOnDmjJUuWOLukO7JarapUqZIqVqzo7FIAAPeInjwAKISsVqv8/f0VHR2tK1euZNkXGxurZcuWafv27bpw4YIsFoseeughPfXUU+rWrZuKFSuW5fimTZuqVKlSWrdunebOnastW7YoJiZGfn5+atu2rXr37i0PDw/H8Xd6vu5en42LiorS8uXL9dtvv+nChQtKSkqSh4eHatWqpW7duqlVq1ZZas307bff6ttvv1XHjh01evTo275uRESElixZol27dik8PFw2m03VqlVTx44d1blzZ1kslmz3V7duXX322WeaP3++tm3bpsjISHl4eKhZs2bq27evypcvf8d7uxceHh56/fXX9fbbb2vlypXq27dvlrok6ccff9R///tfHT16VAkJCfL19dVjjz2ml156ST4+PlmOHTBggPbt26eVK1fqxIkTWrFihUJDQ2W321WjRg316NFDbdu2zVbH+vXrtX79ep05c0bXrl2Tl5eXGjZsqB49eqhu3brZ3qe/fh/cqn2efPJJDRs2TGXKlNG3336b7b4kadSoUdqyZYuGDx+ubt265eq9BADcHj15AFAIJScn6+zZs5Ikf39/x/awsDD16tVLX375pa5evapmzZrp4Ycf1tmzZzVt2jT17dtX0dHR2a6Xnp6uN998U0uWLFHZsmXVvHlzxcTE6Msvv1Tfvn2zBcm8cvz4cfXq1UuLFy/W9evX1bhxYzVr1kw2m027d+/WsGHDtGbNGsfxQUFBqlatmiSpfPnyCgoKUv369W/7Gvv27VOPHj20YsUKJSUlqVWrVgoMDNT//vc/ffTRRxoyZIgSExOznRcfH6++fftq5cqV8vPzU4sWLZSSkqINGzaoT58+ioyMzNP3QpJatmwpm82m69evKyQkxLHdbrfr/fff19tvv639+/erUqVKatWqldLT07VixQr17t1bx48fz/Gac+bM0ciRI3X9+nU9+uij8vf314EDB/TOO+/ov//9b5ZjP/30U40dO1YhISGqVq2aWrVqJQ8PD23ZskX9+vW7Y6/xrdqnRYsW8vPzU1RUVI5/GLh27Zq2b98uNze3bM+iAgDyHj15AFDIpKSkaPz48YqLi1OpUqXUsmVLSVJqaqr+/e9/KyoqSu3bt9c777zj6LWLiYnR22+/rX379um9997TZ599luWa169f1+HDhzVlyhQ1b95ckhQXF6e33npLe/fu1dSpU2/5PFluTJgwQbGxsXruuec0fPhwx/Ndqampmjx5sr7++mt99dVXCg4OlpTxnOKcOXMUGhqqRo0aadSoUbe9fmxsrIYPH674+Hi9+OKLGjBggGP2yosXL2ro0KH6/fff9emnn+o///lPlnPDwsJUuXJlLV++3NFrFxMTo1deeUXnzp3TN998o9deey1P3w9XV1cFBAQoLCxMp0+fdgTYJUuW6LvvvlOlSpU0YcIEVapUSVJGOJ8/f77mzp2rt956SytXrpSrq2uWa27btk3vv/++2rdv79g2efJkffXVV5o/f766du0qSYqMjNSKFStUsmRJLV26NMuw1wULFmjGjBmaNWtWlp7Vm92ufYKDgzV79mytW7dOjz32WJbzNm7cqKSkJHXu3FklSpS4vzcPAHDX6MkDACd57733svw3atQoDR48WO3bt9e6devk6uqqMWPGOD4Ub926VefOnVOFChX07rvvZhmW6enpqY8//ljFixfXb7/9lqWXKNMrr7ziCHhSxjNuY8eOldVq1ZYtW3T16tU8vb/k5GRVqlRJjz76qAYOHJhlAg+r1eoIHxcuXLjv11i9erWuXbumRo0aadCgQVmWJyhXrpzGjRsns9msdevWKSoqKtv5Q4YMyTIs09PTU506dZIkhYaG3nddt1OyZElJcvS4pqamatGiRZKkMWPGOAKelPF8Zr9+/dSgQQNdunRJmzdvzna9Nm3aZAl4ktS7d29JGUNlY2JiJEmXL1+W3W6Xh4eHvL29sxzfs2dPvfnmm+rXr99939ezzz4ri8WinTt3Ol4z09q1ayVJXbp0ue/rAwDuHiEPAJxk06ZNWf7bunWrQkJCVLZsWXXv3l1Llixx9OJJ0h9//CFJatu2bY5rrXl6eqpFixaSpD179mTb36FDh2zbypQpo3r16ik9PT3Hc3LDZrNp1KhR+uyzzxzBRsroVTx48KC2bt0qKSMM3q/M9+Tpp5/OcX/lypVVu3ZtpaWlad++fdn25zQUtEyZMpKkhISE+67rdjLv12zO+BV87NgxxcbGqmTJkrdcFzGzZ+z333/Pti+neyhdurQjVGcOVa1SpYq8vb114cIF9e7dW/Pnz9fhw4eVlpYmV1dX9ezZU0888cR935ePj48ef/xxpaamasOGDY7tISEhCg0NVbVq1bI88wcAyD8M1wQAJ8npA/vtZPZEBQQE3PKYzH0391oVK1bslmuzlS1bVpLy5Rk0KeO5vDVr1igkJETnz5/X9evXJSnb1Pz3427fk5CQkGzvidlsznHoYOakIXa7Pdf15eTatWuSpFKlSkmSLl265Nj+14lNchIREZFt218DdCaz2Syz2ay0tDSlp6dLyvgemDBhgt59912FhYVp9uzZmj17tkqUKKFHH31UTz31lJ544olctUvXrl21bds2rV+/Xr169ZJELx4AOAMhDwAeEHcTOjI/0Ntstizbc5rt8Obr5tQ7mJN7WSft888/dwxF9Pf31yOPPKKKFSuqRo0aKl++vF588cW7vlZOcvOe5EXIvFfXr1/XxYsXJUk1a9aU9H/1eXt73zHkZQbyv7qX+6hfv75WrVqlPXv2aNeuXdq7d69OnjyprVu3auvWrWrevLk+/fTT236/3E7Tpk1VoUIFhYaG6siRI6pSpYq+//57FStWLNuQUgBA/iHkAcADInMY4e2eYTt//rwkZXvmKj4+XnFxcTn2XGVeLzNAZA4jTEtLk91uzxYiMnvi7uTgwYNatGiRLBaLPvroI7Vp0ybL/hMnTtzVdW6nTJkyOn369H29J86wfft22e12lSlTxjFLZWa7ent758vkNzezWq1q3ry54/nMmJgY/fDDD5o6dap2796tHTt2ZGuru2UymRQcHKzPPvtMW7ZsUf369RUfH69OnTox4QoAFCCeyQOAB8QjjzwiKWMCltTU1Gz7Y2Ji9Ouvv0qSmjRpkm3/jh07sm0LDw/XkSNHZLPZHOe4ubk59ue0tMKBAwfuqt79+/dLkmrUqJFjaNi1a5fj/2f2Zkn31jOV+Z5s2bIlx/1hYWE6duyYLBaLGjVqdNfXzQ83btzQl19+KSljWGNmb1mdOnVUvHhxnTp1SufOncvx3I8//li9e/fWihUr7vv1v//+ez333HMaN25clu2enp7q1q2bHn30UUn/N3z0Vu7UPp07d5aLi4ujd1CSY/ZUAEDBIOQBwAOibdu2CggI0Llz5/TRRx8pKSnJsS82NlbvvPOOEhIS1KhRI9WqVSvb+dOmTdPJkyeznDNq1CilpaWpa9eujp6WUqVKOXr1ModaZlq/fn2OYTEnXl5ekjKC1pkzZ7Ls27p1q+bNm+f4+q+Tr2QuEXA3PYbBwcHy8PDQ3r17NWPGjCxDScPDwzVy5EjZ7XYFBQU5tSfv/PnzGjp0qM6dO6eqVas6Zr+UMu63e/fuSk9P19tvv62wsLAs565bt05r1qzR8ePHczVxSfXq1XXu3Dlt2LBBe/fuzbLv3LlzOnjwoCTd8TXu1D6enp5q06aNIiIitHXrVlWtWvWOax0CAPIWwzUB4AHh4uKiCRMm6F//+pfWr1+vX375RfXr11daWpr279+v+Ph4Va9eXR988EGO59tsNv3jH/9Q48aN5erqqn379ikuLk6NGzfOth5cnz59NG7cOC1fvly///67KlWqpLCwMIWFhemZZ57Rt99+e8d627Vrpy+++EIXL15U79699fDDD6tYsWI6efKkzp07Jz8/P8XFxSk+Pl5Xr15VuXLlJMmxhMD27ds1dOhQ1atXT3369MnxNby8vDRu3DiNGDFCCxYs0MaNGxUYGKj4+Hj9+eefSkpK0iOPPKLhw4ffwzt9f2JiYvTee+85vrbb7UpISNDFixd16tQppaenq3bt2po4cWK2te769eunkydPaseOHXrhhRdUq1Yt+fr6Ot5zSRo2bJgCAwPvu75KlSqpf//+mjNnjgYOHKg6deqobNmyio2N1YEDB5SamqouXbrcMZDdTft07dpVW7ZsUXp6Or14AOAEhDwAeIBUr15dy5Yt09KlS7Vjxw79+uuvcnFxUeXKlfX000+ra9eucnFxyfHcyZMn67///a9+/PFHxcfHq2LFiurUqZOee+65bJOudOnSRZ6envrqq6907NgxhYeHq0aNGpo0aZIqVKhwVyGvePHi+uKLL/TFF19o9+7d2rdvn6xWqwICAtS3b1/16tVL7733nn7++Wft3LlT3bt3lyS1atVKvXv31oYNG/Tbb7/pxo0btwx5UsZkH0uXLtWSJUu0e/du7dy5U8WLF1dgYKA6deqkDh06OJ4zzE8JCQnatGlTlm2urq7y9vZWq1at1K5dO7Vr1y7HSU2sVqs++eQTbdq0SevWrdPx48d17NgxlSlTRk8++aR69eqVJ71hffv2VYUKFbR27VrHa5QoUUKNGzfWs88+q3bt2t3xGnfTPvXq1ZPNZpPJZMpx6Q4AQP4yxcTE5M8c0QCAQiFzxsZ169bJz8/PydWgKNi8ebPeffddde7cWe+++66zywGAIodn8gAAQK5lLrp+5swZzZw5UyaTybFWHgCgYDFcEwAA5Nq0adO0bt06x4RAXbp0UdWqVZ1cFQAUTfTkAQCAXKtTp44sFotKlSqlHj166N///rezSwKAIotn8gAAAADAQOjJAwAAAAADIeQBAAAAgIEQ8gAAAADAQAh5AAAAAGAghDwAAAAAMBBCHgAAAAAYCCEPAAAAAAyEkAcAAAAABvL/ARZD8zZKfLzPAAAAAElFTkSuQmCC", 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"text/plain": [ "
" ] @@ -15518,12 +15877,12 @@ { "data": { "text/plain": [ - "([,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ],\n", + "([,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ],\n", " [Text(0.9352388413294948, 0.5790753920420592, 'South West'),\n", " Text(-0.10149524065232231, 1.0953075897321845, 'North Central'),\n", " Text(-1.025719479700726, 0.3973657621920542, 'North West'),\n", @@ -15797,17 +16156,17 @@ }, { "cell_type": "code", - "execution_count": 181, + "execution_count": 180, "id": "afd1d112", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 181, + "execution_count": 180, "metadata": {}, "output_type": "execute_result" }, @@ -15856,7 +16215,7 @@ }, { "cell_type": "code", - "execution_count": 190, + "execution_count": 181, "id": "3a65e340", "metadata": {}, "outputs": [ @@ -16154,7 +16513,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 190, + "execution_count": 181, "metadata": {}, "output_type": "execute_result" } @@ -16165,7 +16524,7 @@ }, { "cell_type": "code", - "execution_count": 193, + "execution_count": 182, "id": "2a31bcf6", "metadata": {}, "outputs": [], @@ -16181,7 +16540,7 @@ }, { "cell_type": "code", - "execution_count": 184, + "execution_count": 183, "id": "a8d88dd6", "metadata": {}, "outputs": [ @@ -16191,7 +16550,7 @@ "'Lagos'" ] }, - "execution_count": 184, + "execution_count": 183, "metadata": {}, "output_type": "execute_result" } @@ -16202,7 +16561,7 @@ }, { "cell_type": "code", - "execution_count": 185, + "execution_count": 184, "id": "db783810", "metadata": {}, "outputs": [ @@ -16212,7 +16571,7 @@ "'Lagos'" ] }, - "execution_count": 185, + "execution_count": 184, "metadata": {}, "output_type": "execute_result" } @@ -16223,7 +16582,7 @@ }, { "cell_type": "code", - "execution_count": 186, + "execution_count": 185, "id": "f3855005", "metadata": {}, "outputs": [ @@ -16233,7 +16592,7 @@ "'Yobe'" ] }, - "execution_count": 186, + "execution_count": 185, "metadata": {}, "output_type": "execute_result" } @@ -16244,7 +16603,7 @@ }, { "cell_type": "code", - "execution_count": 187, + "execution_count": 186, "id": "e4dff866", "metadata": {}, "outputs": [ @@ -16254,7 +16613,7 @@ "'Nasarawa'" ] }, - "execution_count": 187, + "execution_count": 186, "metadata": {}, "output_type": "execute_result" } @@ -16265,7 +16624,7 @@ }, { "cell_type": "code", - "execution_count": 188, + "execution_count": 187, "id": "23650d74", "metadata": {}, "outputs": [ @@ -16678,7 +17037,7 @@ "36 28.617548 " ] }, - "execution_count": 188, + "execution_count": 187, "metadata": {}, "output_type": "execute_result" } @@ -16689,7 +17048,7 @@ }, { "cell_type": "code", - "execution_count": 192, + "execution_count": 188, "id": "14850bf8", "metadata": {}, "outputs": [ diff --git a/README.md b/README.md index a65078d6..07c1ff20 100644 --- a/README.md +++ b/README.md @@ -9,7 +9,7 @@ # Project Steps - # Data collection: - After importing all required libraries, dataset were collected from The Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE) repository using the Urlib.request since the NCDC COVID-19 official website could not be accessed. These dataset includes: + After importing all required libraries, dataset were collected from The Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE) repository using the Urlib.request since the NCDC COVID-19 official website could not be accessed. These dataset include: #Global Daily Confirmed Cases #Global Daily Recovered Cases #Global Daily Death Cases @@ -25,25 +25,25 @@ Pandas DataFrame for Daily Confirmed, Recovered and deaths Cases were gotten - - # Data analysis - A bar plot that shows the Top 10 states in terms of Confirmed Covid (Laboratory test ) cases, discharged and death cases was generated. - A line plot for the total daily confirmed, recovered, and death cases in Nigeria were generated. + A bar plot that shows the Top 10 states in terms of Confirmed Covid (Laboratory test ) cases, discharged, and death cases were generated. + A line plot for the total daily confirmed, recovered, and death cases in Nigeria were each generated. The daily infection rate was determined to show the derivate of the total cases on a bar plot The daily confirmed, recovered, and death cases datasets were combined and viewed on a bar chart. The daily infection rate was determined and plotted on a line graph. The maximum infection rate for a day was calculated signifying the number of new cases and the date found was identified. - The relationship between the external dataset and the NCDC COVID-19 dataset was determined based on the top 10 confirmed cases versus the overall community vulnerability index by merging the two datasets on a common column (states) and plotting their result on the same axis of a line plot. - A regression plot between two variables (Confirmed Cases and Population Density) was generated to visualize the linear relationships. + The relationship between the external dataset and the NCDC COVID-19 dataset was determined based on the top 10 confirmed cases versus the overall community vulnerability index as well as the least 10 cases by merging the two datasets on a common column (states) and plotting their result on the same axis of a line plot. + A regression plot between two variables (Confirmed Cases and Population Density) was generated to visualize their linear relationships. A pie chart was generated to visualize the proportion/percentage of confirmed cases per region within the country. The percentage difference between the pre-covid_19 and the covid_19 Q2 was determined. - The state with the highest and lowest initial and revised budget were determined, also the percentage difference between the initial budget and the revised budget was determined. All these were added on to the original dataset and the plotted on a bar plot. + The state with the highest and lowest initial and revised budget was determined, also the percentage difference between the initial budget and the revised budget was determined. All these were added on to the original dataset and plotted on a bar plot. - # Insight The global covid_19 dataset consists of 289 rows and 1144 valid columns while Nigeria's data consist of 1 row and 506 valid columns. Lagos has the most confirmed cases in Nigeria with 26708 cases while Delta state has the least cases with 1843 cases. Lagos has the most discharged cases in Nigeria with 24037 cases while Delta state has the least cases with 1737 cases. - Lagos has the most death cases in Nigeria with 236 cases while Delta state has the least cases with 36 cases. - It was observed that there were very few death cases in Nigeria - Maximum daily infection was observed to be 6158.0 and the date it occured was observed to be 2021-12-22. - The top 10 confirmed cases versus the overall community vulnerability index merge shows that Overall CCVI Index the is very low in this states which means that the impact of the virus on these community after the virus arrives is low. - Analysis on the real GDP data shows that the GDP dropped from 413801074.72 Pre-Covid_19 to 15890000.0 during Q2 2020, a %change of 96%. A visualization was also presented. + Lagos has the most death cases in Nigeria (236 cases) while Delta state has the least cases (36 cases). + It was observed that there were very few death cases in Nigeria. + Maximum daily infection was observed to be 6158.0 and the date it occurred was observed to be 2021-12-22. + The top 10 and least 10 confirmed cases versus the overall community vulnerability index merge show that the Overall CCVI Index in these states is very low, which means that the impact of the virus on these communities after the virus arrives is low. + Analysis of the real GDP data shows that the GDP dropped from 413801074.72 Pre-Covid_19 to 15890000.0 during Q2 2020, a %change of 96%. A visualization was also presented. 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"execution_count": null, - "id": "a28a56e9", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { From 593890b43b7d602f675aeb44b661281ed8196dd5 Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Thu, 10 Aug 2023 12:24:46 +0100 Subject: [PATCH 31/35] Submit --- Capstone Project Executive Summary.pdf | Bin 861376 -> 861377 bytes README.md | 91 +++++++++++++------------ 2 files changed, 48 insertions(+), 43 deletions(-) diff --git a/Capstone Project Executive Summary.pdf b/Capstone Project Executive Summary.pdf index 65434e85eba0930906f642b5f785cb7d9b29d99e..e06b889d37c1f46f6e52f5efc372d378b008db78 100644 GIT binary patch delta 6154 zcmZWt2{=^k7tdDAB!euKYAj=yxp(fJJGVv2zBI^EB40_OO%bW+YLOO^5jP@IN(qHR zmZH^ zT-&UF->;4S)D?pZKI*Z>h+sDh`yD}?l?i&JbyoQ~rKcsamQu-4<#>8p%D%!cm$H-= zr46)OC^37&ez|z=ae4ER~}KG8Tvfh$>gzLz@wFs^KK0` zuheR4kkl>HK6L--)2hRcv=}XvHQ;w}{pao~$8)#W+=DsE<((BibD{~ZSe*Ik!#NGf zw{MnLmAPGGpDP=zTD~sY{JvQ+%Q4IB$=qme?Ec%bQKsLvd#&fhF(lKJ_vcP!D~#@Y 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b/README.md index 07c1ff20..1121980b 100644 --- a/README.md +++ b/README.md @@ -1,49 +1,54 @@ # Nigeria-COVID-19-Data-Analysis-Using-Python -# Data Scientist: Micro degree Capstone Project -# Project description: +## Data Scientist: Micro degree Capstone Project - Coronavirus disease (COVID-19) is an infectious disease caused by a newly discovered coronavirus, and it has affected major parts of the world. Nigeria, a West-African country, has also been affected by the COVID-19 pandemic after recording its first case on 27th February 2020. - Nigeria is a country with 37 states - Federal Capital Territory included- and a fast-growing economic environment with about 200 million citizens. COVID-19 has affected several country activities as the country steadily progressed from its first case to shutting down major airports, state-wide lockdown, curfews, and reviving its economy. +### Project description: -# Project Steps + Coronavirus disease (COVID-19) is an infectious disease caused by a newly discovered coronavirus, and it has affected major parts of the world. Nigeria, a West-African country, has also been affected by the COVID-19 pandemic after recording its first case on 27th February 2020. + Nigeria is a country with 37 states - Federal Capital Territory included- and a fast-growing economic environment with about 200 million citizens. COVID-19 has affected several country activities as the country steadily progressed from its first case to shutting down major airports, state-wide lockdown, curfews, and reviving its economy. + +### Project Steps + +#### Data collection: -- # Data collection: After importing all required libraries, dataset were collected from The Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE) repository using the Urlib.request since the NCDC COVID-19 official website could not be accessed. These dataset include: - #Global Daily Confirmed Cases - #Global Daily Recovered Cases - #Global Daily Death Cases - #covid_external.csv - #Budget data.csv - #RealGDP.csv -- # Data cleaning and preparation: - - Data were cleaned by dropping columns with a null value and zero value, removing commas from numerical values - Data were also converted to appropriate datatypes - Nigeria data was extracted from the world COVID-19 record for analysis - The dataframe was transposed to give it a better presentation - Pandas DataFrame for Daily Confirmed, Recovered and deaths Cases were gotten -- -- # Data analysis - A bar plot that shows the Top 10 states in terms of Confirmed Covid (Laboratory test ) cases, discharged, and death cases were generated. - A line plot for the total daily confirmed, recovered, and death cases in Nigeria were each generated. - The daily infection rate was determined to show the derivate of the total cases on a bar plot - The daily confirmed, recovered, and death cases datasets were combined and viewed on a bar chart. - The daily infection rate was determined and plotted on a line graph. - The maximum infection rate for a day was calculated signifying the number of new cases and the date found was identified. - The relationship between the external dataset and the NCDC COVID-19 dataset was determined based on the top 10 confirmed cases versus the overall community vulnerability index as well as the least 10 cases by merging the two datasets on a common column (states) and plotting their result on the same axis of a line plot. - A regression plot between two variables (Confirmed Cases and Population Density) was generated to visualize their linear relationships. - A pie chart was generated to visualize the proportion/percentage of confirmed cases per region within the country. - The percentage difference between the pre-covid_19 and the covid_19 Q2 was determined. - The state with the highest and lowest initial and revised budget was determined, also the percentage difference between the initial budget and the revised budget was determined. All these were added on to the original dataset and plotted on a bar plot. -- # Insight - - The global covid_19 dataset consists of 289 rows and 1144 valid columns while Nigeria's data consist of 1 row and 506 valid columns. - Lagos has the most confirmed cases in Nigeria with 26708 cases while Delta state has the least cases with 1843 cases. - Lagos has the most discharged cases in Nigeria with 24037 cases while Delta state has the least cases with 1737 cases. - Lagos has the most death cases in Nigeria (236 cases) while Delta state has the least cases (36 cases). - It was observed that there were very few death cases in Nigeria. - Maximum daily infection was observed to be 6158.0 and the date it occurred was observed to be 2021-12-22. - The top 10 and least 10 confirmed cases versus the overall community vulnerability index merge show that the Overall CCVI Index in these states is very low, which means that the impact of the virus on these communities after the virus arrives is low. - Analysis of the real GDP data shows that the GDP dropped from 413801074.72 Pre-Covid_19 to 15890000.0 during Q2 2020, a %change of 96%. A visualization was also presented. - Lagos state has the highest initial and revised budget, Yobe state has the lowest initial budget while Nasarawa state has the lowest revised budget. \ No newline at end of file + # Global Daily Confirmed Cases + # Global Daily Recovered Cases + # Global Daily Death Cases + # covid_external.csv + # Budget data.csv + # RealGDP.csv + +#### Data cleaning and preparation: + +* Data were cleaned by dropping columns with a null value and zero value, removing commas from numerical values +* Data were also converted to appropriate datatypes. +* Nigeria data was extracted from the world COVID-19 record for analysis. +* The dataframe was transposed to give it a better presentation +* Pandas DataFrame for Daily Confirmed, Recovered and deaths Cases were gotten. + +#### Data analysis + +* A bar plot that shows the Top 10 states in terms of Confirmed Covid (Laboratory test ) cases, discharged, and death cases were generated. +* A line plot for the total daily confirmed, recovered, and death cases in Nigeria were each generated. +* The daily infection rate was determined to show the derivate of the total cases on a bar plot +* The daily confirmed, recovered, and death cases datasets were combined and viewed on a bar chart. +* The daily infection rate was determined and plotted on a line graph. +* The maximum infection rate for a day was calculated signifying the number of new cases and the date found was identified. +* The relationship between the external dataset and the NCDC COVID-19 dataset was determined based on the top 10 confirmed cases versus the overall community vulnerability index as well as the least 10 cases by merging the two datasets on a common column (states) and plotting their result on the same axis of a line plot. +* A regression plot between two variables (Confirmed Cases and Population Density) was generated to visualize their linear relationships. +* A pie chart was generated to visualize the proportion/percentage of confirmed cases per region within the country. +* The percentage difference between the pre-covid_19 and the covid_19 Q2 was determined. +* The state with the highest and lowest initial and revised budget was determined, also the percentage difference between the initial budget and the revised budget was determined. All these were added on to the original dataset and plotted on a bar plot. + +#### Insight + +* The global covid_19 dataset consists of 289 rows and 1144 valid columns while Nigeria's data consist of 1 row and 506 valid columns. +* Lagos has the most confirmed cases in Nigeria with 26708 cases while Delta state has the least cases with 1843 cases. +* Lagos has the most discharged cases in Nigeria with 24037 cases while Delta state has the least cases with 1737 cases. +* Lagos has the most death cases in Nigeria (236 cases) while Delta state has the least cases (36 cases). +* It was observed that there were very few death cases in Nigeria. +* Maximum daily infection was observed to be 6158.0 and the date it occurred was observed to be 2021-12-22. +* The top 10 and least 10 confirmed cases versus the overall community vulnerability index merge show that the Overall CCVI Index in these states is very low, which means that the impact of the virus on these communities after the virus arrives is low. +* Analysis of the real GDP data shows that the GDP dropped from 413801074.72 Pre-Covid_19 to 15890000.0 during Q2 2020, a %change of 96%. A visualization was also presented. +* Lagos state has the highest initial and revised budget, Yobe state has the lowest initial budget while Nasarawa state has the lowest revised budget. From e725efac45cb6916dfba3982b373fdc0a2bcc643 Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Thu, 10 Aug 2023 12:34:11 +0100 Subject: [PATCH 32/35] readmedit --- README.md | 72 ++++++++++++++++++++++++++++++++++++------------------- 1 file changed, 47 insertions(+), 25 deletions(-) diff --git a/README.md b/README.md index 1121980b..73fdd85e 100644 --- a/README.md +++ b/README.md @@ -21,34 +21,56 @@ #### Data cleaning and preparation: -* Data were cleaned by dropping columns with a null value and zero value, removing commas from numerical values -* Data were also converted to appropriate datatypes. -* Nigeria data was extracted from the world COVID-19 record for analysis. -* The dataframe was transposed to give it a better presentation -* Pandas DataFrame for Daily Confirmed, Recovered and deaths Cases were gotten. +Data were cleaned by dropping columns with a null value and zero value, removing commas from numerical values. + +Data were also converted to appropriate datatypes. + +Nigeria data was extracted from the world COVID-19 record for analysis. + +The dataframe was transposed to give it a better presentation + +Pandas DataFrame for Daily Confirmed, Recovered and deaths Cases were gotten. #### Data analysis -* A bar plot that shows the Top 10 states in terms of Confirmed Covid (Laboratory test ) cases, discharged, and death cases were generated. -* A line plot for the total daily confirmed, recovered, and death cases in Nigeria were each generated. -* The daily infection rate was determined to show the derivate of the total cases on a bar plot -* The daily confirmed, recovered, and death cases datasets were combined and viewed on a bar chart. -* The daily infection rate was determined and plotted on a line graph. -* The maximum infection rate for a day was calculated signifying the number of new cases and the date found was identified. -* The relationship between the external dataset and the NCDC COVID-19 dataset was determined based on the top 10 confirmed cases versus the overall community vulnerability index as well as the least 10 cases by merging the two datasets on a common column (states) and plotting their result on the same axis of a line plot. -* A regression plot between two variables (Confirmed Cases and Population Density) was generated to visualize their linear relationships. -* A pie chart was generated to visualize the proportion/percentage of confirmed cases per region within the country. -* The percentage difference between the pre-covid_19 and the covid_19 Q2 was determined. -* The state with the highest and lowest initial and revised budget was determined, also the percentage difference between the initial budget and the revised budget was determined. All these were added on to the original dataset and plotted on a bar plot. +A bar plot that shows the Top 10 states in terms of Confirmed Covid (Laboratory test ) cases, discharged, and death cases were generated. + +A line plot for the total daily confirmed, recovered, and death cases in Nigeria were each generated. + +The daily infection rate was determined to show the derivate of the total cases on a bar plot + +The daily confirmed, recovered, and death cases datasets were combined and viewed on a bar chart. + +The daily infection rate was determined and plotted on a line graph. + +The maximum infection rate for a day was calculated signifying the number of new cases and the date found was identified. + +The relationship between the external dataset and the NCDC COVID-19 dataset was determined based on the top 10 confirmed cases versus the overall community vulnerability index as well as the least 10 cases by merging the two datasets on a common column (states) and plotting their result on the same axis of a line plot. + +A regression plot between two variables (Confirmed Cases and Population Density) was generated to visualize their linear relationships. + +A pie chart was generated to visualize the proportion/percentage of confirmed cases per region within the country. + +The percentage difference between the pre-covid_19 and the covid_19 Q2 was determined. + +The state with the highest and lowest initial and revised budget was determined, also the percentage difference between the initial budget and the revised budget was determined. All these were added on to the original dataset and plotted on a bar plot. #### Insight -* The global covid_19 dataset consists of 289 rows and 1144 valid columns while Nigeria's data consist of 1 row and 506 valid columns. -* Lagos has the most confirmed cases in Nigeria with 26708 cases while Delta state has the least cases with 1843 cases. -* Lagos has the most discharged cases in Nigeria with 24037 cases while Delta state has the least cases with 1737 cases. -* Lagos has the most death cases in Nigeria (236 cases) while Delta state has the least cases (36 cases). -* It was observed that there were very few death cases in Nigeria. -* Maximum daily infection was observed to be 6158.0 and the date it occurred was observed to be 2021-12-22. -* The top 10 and least 10 confirmed cases versus the overall community vulnerability index merge show that the Overall CCVI Index in these states is very low, which means that the impact of the virus on these communities after the virus arrives is low. -* Analysis of the real GDP data shows that the GDP dropped from 413801074.72 Pre-Covid_19 to 15890000.0 during Q2 2020, a %change of 96%. A visualization was also presented. -* Lagos state has the highest initial and revised budget, Yobe state has the lowest initial budget while Nasarawa state has the lowest revised budget. +The global covid_19 dataset consists of 289 rows and 1144 valid columns while Nigeria's data consist of 1 row and 506 valid columns. + +Lagos has the most confirmed cases in Nigeria with 26708 cases while Delta state has the least cases with 1843 cases. + +Lagos has the most discharged cases in Nigeria with 24037 cases while Delta state has the least cases with 1737 cases. + +Lagos has the most death cases in Nigeria (236 cases) while Delta state has the least cases (36 cases). + +It was observed that there were very few death cases in Nigeria. + +Maximum daily infection was observed to be 6158.0 and the date it occurred was observed to be 2021-12-22. + +The top 10 and least 10 confirmed cases versus the overall community vulnerability index merge show that the Overall CCVI Index in these states is very low, which means that the impact of the virus on these communities after the virus arrives is low. + +Analysis of the real GDP data shows that the GDP dropped from 413801074.72 Pre-Covid_19 to 15890000.0 during Q2 2020, a %change of 96%. A visualization was also presented. + +Lagos state has the highest initial and revised budget, Yobe state has the lowest initial budget while Nasarawa state has the lowest revised budget. From 08e19192c745fa96be3623ea49ee91df3dd6de6e Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Thu, 10 Aug 2023 12:42:05 +0100 Subject: [PATCH 33/35] Final Comit --- My_Capstone Project-Copy1.ipynb | 2 +- Scanned Documents.pdf | Bin 1165116 -> 0 bytes 2 files changed, 1 insertion(+), 1 deletion(-) delete mode 100644 Scanned Documents.pdf diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index c57cdd19..f2a3d80c 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -16201,7 +16201,7 @@ "id": "ce37c2e1", "metadata": {}, "source": [ - "# Observation: \n", + "# Real GDP Observation: \n", "The Real GDP value of the country Pre-COVID-19 has either been on the rise for all quarters or same until 2020 especially in the 2nd quarter (Q2) where the Gdp dropped below what it has ever been since 2014 thereby resulting to the backwardness of the country's economy." ] }, diff --git a/Scanned Documents.pdf b/Scanned Documents.pdf deleted 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zOmgw}!h2KvR6%Mo$<^NlPX_i9EKUHY@nk;&$s0gu9DpA{0Csy1`4c={0feRjN(*JD z3Rw9&ktxA|J=*!ZbDiz)w>PtMLQv`g3R?ex%)iVSWdrkevvgc=Cqqogf6`!M+02kCR9gU_*G0 z1L~&UZX{s6`JkYvn;r(mO&bnJySZwh-H>i>TCNDJixv`#L|{>PH)lKsqv?#+h5mCC aU_(&-D4=9)jM93`FjzEHMdgTv5%kY^vwYA1 From a395f3af3e4f28f66582b73be73f736dc50f6306 Mon Sep 17 00:00:00 2001 From: Esther Chizoba Date: Thu, 17 Aug 2023 15:41:36 +0100 Subject: [PATCH 34/35] Updating final copy --- My_Capstone Project-Copy1.ipynb | 618 ++++++++++++++++---------------- 1 file changed, 313 insertions(+), 305 deletions(-) diff --git a/My_Capstone Project-Copy1.ipynb b/My_Capstone Project-Copy1.ipynb index f2a3d80c..6a2d6697 100644 --- a/My_Capstone Project-Copy1.ipynb +++ b/My_Capstone Project-Copy1.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 4, "id": "77550c18", "metadata": {}, "outputs": [], @@ -31,6 +31,14 @@ "warnings.filterwarnings('ignore')" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "412f6880", + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "id": "5cf2ea25", @@ -41,7 +49,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 5, "id": "1bebe64b", "metadata": {}, "outputs": [], @@ -51,7 +59,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 6, "id": "567d3be3", "metadata": {}, "outputs": [], @@ -61,17 +69,17 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 7, "id": "b3ae0fc8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('comfirmed_cases.csv', )" + "('comfirmed_cases.csv', )" ] }, - "execution_count": 4, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -82,7 +90,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 8, "id": "4306954f", "metadata": {}, "outputs": [], @@ -92,7 +100,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 9, "id": "ae56e727", "metadata": {}, "outputs": [ @@ -453,7 +461,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 6, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -464,7 +472,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 10, "id": "0cd70b2e", "metadata": {}, "outputs": [], @@ -474,7 +482,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 11, "id": "c0c16e8b", "metadata": {}, "outputs": [ @@ -835,7 +843,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 8, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -846,7 +854,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 12, "id": "86b8f22a", "metadata": {}, "outputs": [ @@ -868,7 +876,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 13, "id": "c9d254f2", "metadata": {}, "outputs": [], @@ -878,7 +886,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 14, "id": "4c0176f8", "metadata": {}, "outputs": [], @@ -889,7 +897,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 15, "id": "7f1aa9b8", "metadata": {}, "outputs": [ @@ -1250,7 +1258,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 12, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -1269,7 +1277,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 16, "id": "c1c6366a", "metadata": {}, "outputs": [], @@ -1279,7 +1287,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 17, "id": "f1377bd1", "metadata": {}, "outputs": [], @@ -1289,17 +1297,17 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 18, "id": "24f5c66d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('recovered_cases.csv', )" + "('recovered_cases.csv', )" ] }, - "execution_count": 15, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -1310,7 +1318,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 19, "id": "718e188b", "metadata": {}, "outputs": [], @@ -1320,7 +1328,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 20, "id": "621b2f14", "metadata": {}, "outputs": [ @@ -1681,7 +1689,7 @@ "[274 rows x 1147 columns]" ] }, - "execution_count": 17, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -1692,7 +1700,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 21, "id": "74018908", "metadata": {}, "outputs": [], @@ -1702,7 +1710,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 22, "id": "a5e0afc0", "metadata": { "collapsed": true @@ -2065,7 +2073,7 @@ "[274 rows x 573 columns]" ] }, - "execution_count": 19, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -2076,7 +2084,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 23, "id": "6a762d4b", "metadata": {}, "outputs": [], @@ -2086,7 +2094,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 24, "id": "ffc64d1e", "metadata": { "collapsed": true @@ -2449,7 +2457,7 @@ "[274 rows x 570 columns]" ] }, - "execution_count": 21, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -2460,7 +2468,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 25, "id": "69f8d0af", "metadata": { "collapsed": true @@ -2484,7 +2492,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 26, "id": "30577ae7", "metadata": {}, "outputs": [], @@ -2502,7 +2510,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 27, "id": "e1a4b8c3", "metadata": {}, "outputs": [], @@ -2512,7 +2520,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 28, "id": "90f83a9b", "metadata": {}, "outputs": [], @@ -2522,17 +2530,17 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 29, "id": "aea29dc2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('death_cases.csv', )" + "('death_cases.csv', )" ] }, - "execution_count": 26, + "execution_count": 29, "metadata": {}, "output_type": "execute_result" } @@ -2543,7 +2551,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 30, "id": "a947667d", "metadata": {}, "outputs": [], @@ -2553,7 +2561,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 31, "id": "b98b10cd", "metadata": { "collapsed": true @@ -2916,7 +2924,7 @@ "[289 rows x 1147 columns]" ] }, - "execution_count": 28, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" } @@ -2927,7 +2935,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 32, "id": "5248a090", "metadata": {}, "outputs": [], @@ -2938,7 +2946,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 33, "id": "934622ec", "metadata": {}, "outputs": [], @@ -2948,7 +2956,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 34, "id": "6858138e", "metadata": {}, "outputs": [], @@ -2958,7 +2966,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 35, "id": "4597fb06", "metadata": {}, "outputs": [ @@ -3319,7 +3327,7 @@ "[289 rows x 1144 columns]" ] }, - "execution_count": 32, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" } @@ -3330,7 +3338,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 36, "id": "888a316c", "metadata": {}, "outputs": [ @@ -3360,7 +3368,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 37, "id": "293a532c", "metadata": {}, "outputs": [], @@ -3370,7 +3378,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 38, "id": "657dd133", "metadata": {}, "outputs": [], @@ -3380,17 +3388,17 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 39, "id": "a07f53fe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('external_cases.csv', )" + "('external_cases.csv', )" ] }, - "execution_count": 36, + "execution_count": 39, "metadata": {}, "output_type": "execute_result" } @@ -3401,7 +3409,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 40, "id": "133e0130", "metadata": {}, "outputs": [], @@ -3411,7 +3419,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 41, "id": "a250108b", "metadata": { "collapsed": true @@ -4131,7 +4139,7 @@ "36 0.1 0.4 1.03 " ] }, - "execution_count": 38, + "execution_count": 41, "metadata": {}, "output_type": "execute_result" } @@ -4142,7 +4150,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 42, "id": "dd20a8a7", "metadata": {}, "outputs": [ @@ -4178,7 +4186,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 43, "id": "8f9e37e7", "metadata": {}, "outputs": [], @@ -4189,7 +4197,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 44, "id": "9a82cbc1", "metadata": {}, "outputs": [], @@ -4199,7 +4207,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 45, "id": "e75e62f8", "metadata": {}, "outputs": [], @@ -4209,7 +4217,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 46, "id": "f9658ab0", "metadata": { "scrolled": true @@ -4221,7 +4229,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 47, "id": "0ddafc10", "metadata": {}, "outputs": [ @@ -4265,7 +4273,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 48, "id": "51cc4bf8", "metadata": {}, "outputs": [], @@ -4275,7 +4283,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 49, "id": "2ffeec79", "metadata": {}, "outputs": [], @@ -4285,17 +4293,17 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 50, "id": "7962b3d1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('covid_cases.csv', )" + "('covid_cases.csv', )" ] }, - "execution_count": 47, + "execution_count": 50, "metadata": {}, "output_type": "execute_result" } @@ -4306,7 +4314,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 51, "id": "9f2326ca", "metadata": {}, "outputs": [], @@ -4316,7 +4324,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 52, "id": "fc0e883b", "metadata": {}, "outputs": [ @@ -4729,7 +4737,7 @@ "36 3 2 " ] }, - "execution_count": 49, + "execution_count": 52, "metadata": {}, "output_type": "execute_result" } @@ -4740,7 +4748,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 53, "id": "c5ab5fe2", "metadata": {}, "outputs": [], @@ -4751,7 +4759,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 54, "id": "17d12c49", "metadata": {}, "outputs": [], @@ -4762,7 +4770,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 55, "id": "aa5c0ca8", "metadata": {}, "outputs": [], @@ -4773,7 +4781,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 56, "id": "06507d68", "metadata": {}, "outputs": [], @@ -4784,7 +4792,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 57, "id": "a89881e3", "metadata": { "collapsed": true @@ -4815,7 +4823,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 58, "id": "a97037a8", "metadata": { "collapsed": true @@ -5230,7 +5238,7 @@ "36 3 2 " ] }, - "execution_count": 55, + "execution_count": 58, "metadata": {}, "output_type": "execute_result" } @@ -5249,7 +5257,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 59, "id": "0768ff6d", "metadata": {}, "outputs": [], @@ -5259,7 +5267,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 60, "id": "47156bd4", "metadata": {}, "outputs": [], @@ -5269,17 +5277,17 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 61, "id": "703ee4f6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('budget_cases.csv', )" + "('budget_cases.csv', )" ] }, - "execution_count": 58, + "execution_count": 61, "metadata": {}, "output_type": "execute_result" } @@ -5290,7 +5298,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 62, "id": "7f82b3f9", "metadata": {}, "outputs": [], @@ -5300,7 +5308,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 63, "id": "e2a627e4", "metadata": { "collapsed": true @@ -5600,7 +5608,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 60, + "execution_count": 63, "metadata": {}, "output_type": "execute_result" } @@ -5611,7 +5619,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 64, "id": "e8f55fa5", "metadata": {}, "outputs": [], @@ -5621,7 +5629,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 65, "id": "5bc901fc", "metadata": { "collapsed": true @@ -5658,7 +5666,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 66, "id": "0f9b342a", "metadata": {}, "outputs": [], @@ -5668,7 +5676,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 67, "id": "2f496008", "metadata": {}, "outputs": [], @@ -5678,17 +5686,17 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 68, "id": "51d63fbe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('Realgdp_cases.csv', )" + "('Realgdp_cases.csv', )" ] }, - "execution_count": 65, + "execution_count": 68, "metadata": {}, "output_type": "execute_result" } @@ -5699,7 +5707,7 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 69, "id": "bb208222", "metadata": {}, "outputs": [], @@ -5709,7 +5717,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 70, "id": "18261d23", "metadata": { "collapsed": true @@ -5815,7 +5823,7 @@ "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 67, + "execution_count": 70, "metadata": {}, "output_type": "execute_result" } @@ -5826,7 +5834,7 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 71, "id": "8d5916d8", "metadata": { "collapsed": true @@ -5865,7 +5873,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 72, "id": "f13a9f82", "metadata": { "collapsed": true @@ -6066,7 +6074,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 69, + "execution_count": 72, "metadata": {}, "output_type": "execute_result" } @@ -6077,7 +6085,7 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 73, "id": "70e0a8a4", "metadata": { "collapsed": true @@ -6369,7 +6377,7 @@ "[8 rows x 1143 columns]" ] }, - "execution_count": 70, + "execution_count": 73, "metadata": {}, "output_type": "execute_result" } @@ -6380,7 +6388,7 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 74, "id": "2ad90233", "metadata": { "collapsed": true @@ -6397,7 +6405,7 @@ " dtype='object', length=1144)" ] }, - "execution_count": 71, + "execution_count": 74, "metadata": {}, "output_type": "execute_result" } @@ -6408,7 +6416,7 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 75, "id": "186101a6", "metadata": { "collapsed": true @@ -6609,7 +6617,7 @@ "[5 rows x 1144 columns]" ] }, - "execution_count": 72, + "execution_count": 75, "metadata": {}, "output_type": "execute_result" } @@ -6628,7 +6636,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 76, "id": "9ee720c0", "metadata": { "scrolled": true @@ -6642,17 +6650,17 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 77, "id": "47d49996", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 74, + "execution_count": 77, "metadata": {}, "output_type": "execute_result" } @@ -6663,7 +6671,7 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 78, "id": "37d665df", "metadata": { "collapsed": true @@ -7067,7 +7075,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 75, + "execution_count": 78, "metadata": {}, "output_type": "execute_result" } @@ -7087,7 +7095,7 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 79, "id": "db598dc5", "metadata": {}, "outputs": [ @@ -7178,7 +7186,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 76, + "execution_count": 79, "metadata": {}, "output_type": "execute_result" } @@ -7190,7 +7198,7 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 80, "id": "f7bbb8f4", "metadata": {}, "outputs": [], @@ -7200,7 +7208,7 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 81, "id": "350ea681", "metadata": {}, "outputs": [ @@ -7291,7 +7299,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 78, + "execution_count": 81, "metadata": {}, "output_type": "execute_result" } @@ -7302,7 +7310,7 @@ }, { "cell_type": "code", - "execution_count": 79, + "execution_count": 82, "id": "b37857cb", "metadata": {}, "outputs": [], @@ -7313,7 +7321,7 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": 83, "id": "fac040df", "metadata": {}, "outputs": [ @@ -7404,7 +7412,7 @@ "[1 rows x 1107 columns]" ] }, - "execution_count": 80, + "execution_count": 83, "metadata": {}, "output_type": "execute_result" } @@ -7415,7 +7423,7 @@ }, { "cell_type": "code", - "execution_count": 81, + "execution_count": 84, "id": "3e739025", "metadata": {}, "outputs": [ @@ -7430,7 +7438,7 @@ " dtype='object', length=1107)" ] }, - "execution_count": 81, + "execution_count": 84, "metadata": {}, "output_type": "execute_result" } @@ -7441,7 +7449,7 @@ }, { "cell_type": "code", - "execution_count": 82, + "execution_count": 85, "id": "7375c99f", "metadata": {}, "outputs": [], @@ -7451,7 +7459,7 @@ }, { "cell_type": "code", - "execution_count": 83, + "execution_count": 86, "id": "def4d314", "metadata": {}, "outputs": [], @@ -7461,7 +7469,7 @@ }, { "cell_type": "code", - "execution_count": 84, + "execution_count": 87, "id": "b94641ee", "metadata": {}, "outputs": [], @@ -7471,7 +7479,7 @@ }, { "cell_type": "code", - "execution_count": 85, + "execution_count": 88, "id": "92ad84d6", "metadata": {}, "outputs": [ @@ -7571,7 +7579,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 85, + "execution_count": 88, "metadata": {}, "output_type": "execute_result" } @@ -7582,7 +7590,7 @@ }, { "cell_type": "code", - "execution_count": 86, + "execution_count": 89, "id": "8e3fcb3f", "metadata": {}, "outputs": [], @@ -7592,7 +7600,7 @@ }, { "cell_type": "code", - "execution_count": 87, + "execution_count": 90, "id": "cfba2ea7", "metadata": {}, "outputs": [ @@ -7692,7 +7700,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 87, + "execution_count": 90, "metadata": {}, "output_type": "execute_result" } @@ -7703,7 +7711,7 @@ }, { "cell_type": "code", - "execution_count": 88, + "execution_count": 91, "id": "2adcd95c", "metadata": {}, "outputs": [], @@ -7713,7 +7721,7 @@ }, { "cell_type": "code", - "execution_count": 89, + "execution_count": 92, "id": "6e60a885", "metadata": {}, "outputs": [ @@ -7813,7 +7821,7 @@ "[1106 rows x 1 columns]" ] }, - "execution_count": 89, + "execution_count": 92, "metadata": {}, "output_type": "execute_result" } @@ -7824,7 +7832,7 @@ }, { "cell_type": "code", - "execution_count": 90, + "execution_count": 93, "id": "7d57661c", "metadata": {}, "outputs": [], @@ -7834,7 +7842,7 @@ }, { "cell_type": "code", - "execution_count": 91, + "execution_count": 94, "id": "981d753f", "metadata": {}, "outputs": [ @@ -7941,7 +7949,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 91, + "execution_count": 94, "metadata": {}, "output_type": "execute_result" } @@ -7960,7 +7968,7 @@ }, { "cell_type": "code", - "execution_count": 92, + "execution_count": 95, "id": "8dab7d42", "metadata": {}, "outputs": [], @@ -7980,7 +7988,7 @@ }, { "cell_type": "code", - "execution_count": 93, + "execution_count": 96, "id": "30848de2", "metadata": { "collapsed": true @@ -8384,7 +8392,7 @@ "[201 rows x 569 columns]" ] }, - "execution_count": 93, + "execution_count": 96, "metadata": {}, "output_type": "execute_result" } @@ -8396,7 +8404,7 @@ }, { "cell_type": "code", - "execution_count": 94, + "execution_count": 97, "id": "3df06d1c", "metadata": { "collapsed": true @@ -8489,7 +8497,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 94, + "execution_count": 97, "metadata": {}, "output_type": "execute_result" } @@ -8501,7 +8509,7 @@ }, { "cell_type": "code", - "execution_count": 95, + "execution_count": 98, "id": "e7798490", "metadata": {}, "outputs": [], @@ -8519,7 +8527,7 @@ }, { "cell_type": "code", - "execution_count": 96, + "execution_count": 99, "id": "a226f850", "metadata": {}, "outputs": [ @@ -8610,7 +8618,7 @@ "[1 rows x 570 columns]" ] }, - "execution_count": 96, + "execution_count": 99, "metadata": {}, "output_type": "execute_result" } @@ -8621,7 +8629,7 @@ }, { "cell_type": "code", - "execution_count": 97, + "execution_count": 100, "id": "a3863d3a", "metadata": {}, "outputs": [], @@ -8632,7 +8640,7 @@ }, { "cell_type": "code", - "execution_count": 98, + "execution_count": 101, "id": "2facb1d9", "metadata": { "scrolled": true @@ -8725,7 +8733,7 @@ "[1 rows x 506 columns]" ] }, - "execution_count": 98, + "execution_count": 101, "metadata": {}, "output_type": "execute_result" } @@ -8736,7 +8744,7 @@ }, { "cell_type": "code", - "execution_count": 99, + "execution_count": 102, "id": "b08410cf", "metadata": {}, "outputs": [], @@ -8746,7 +8754,7 @@ }, { "cell_type": "code", - "execution_count": 100, + "execution_count": 103, "id": "8e9dea2d", "metadata": {}, "outputs": [], @@ -8756,7 +8764,7 @@ }, { "cell_type": "code", - "execution_count": 101, + "execution_count": 104, "id": "1cfc17c5", "metadata": {}, "outputs": [], @@ -8766,7 +8774,7 @@ }, { "cell_type": "code", - "execution_count": 102, + "execution_count": 105, "id": "80a0b668", "metadata": {}, "outputs": [], @@ -8776,7 +8784,7 @@ }, { "cell_type": "code", - "execution_count": 103, + "execution_count": 106, "id": "01b5bc02", "metadata": {}, "outputs": [], @@ -8786,7 +8794,7 @@ }, { "cell_type": "code", - "execution_count": 104, + "execution_count": 107, "id": "86d8ab9c", "metadata": { "collapsed": true @@ -8888,7 +8896,7 @@ "[505 rows x 1 columns]" ] }, - "execution_count": 104, + "execution_count": 107, "metadata": {}, "output_type": "execute_result" } @@ -8899,7 +8907,7 @@ }, { "cell_type": "code", - "execution_count": 105, + "execution_count": 108, "id": "b0e5290f", "metadata": {}, "outputs": [ @@ -8909,7 +8917,7 @@ "Index(['Cases'], dtype='object')" ] }, - "execution_count": 105, + "execution_count": 108, "metadata": {}, "output_type": "execute_result" } @@ -8920,7 +8928,7 @@ }, { "cell_type": "code", - "execution_count": 106, + "execution_count": 109, "id": "0cf9f5b7", "metadata": {}, "outputs": [], @@ -8930,7 +8938,7 @@ }, { "cell_type": "code", - "execution_count": 107, + "execution_count": 110, "id": "bf9d3f4a", "metadata": {}, "outputs": [ @@ -9037,7 +9045,7 @@ "[505 rows x 2 columns]" ] }, - "execution_count": 107, + "execution_count": 110, "metadata": {}, "output_type": "execute_result" } @@ -9056,7 +9064,7 @@ }, { "cell_type": "code", - "execution_count": 108, + "execution_count": 111, "id": "816beb3e", "metadata": {}, "outputs": [], @@ -9076,7 +9084,7 @@ }, { "cell_type": "code", - "execution_count": 109, + "execution_count": 112, "id": "ef1de005", "metadata": { "collapsed": true @@ -9480,7 +9488,7 @@ "[201 rows x 1143 columns]" ] }, - "execution_count": 109, + "execution_count": 112, "metadata": {}, "output_type": "execute_result" } @@ -9492,7 +9500,7 @@ }, { "cell_type": "code", - "execution_count": 110, + "execution_count": 113, "id": "b767b40a", "metadata": { "collapsed": true @@ -9585,7 +9593,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 110, + "execution_count": 113, "metadata": {}, "output_type": "execute_result" } @@ -9597,7 +9605,7 @@ }, { "cell_type": "code", - "execution_count": 111, + "execution_count": 114, "id": "68f17d5f", "metadata": {}, "outputs": [], @@ -9615,7 +9623,7 @@ }, { "cell_type": "code", - "execution_count": 112, + "execution_count": 115, "id": "34e74f65", "metadata": {}, "outputs": [ @@ -9706,7 +9714,7 @@ "[1 rows x 1144 columns]" ] }, - "execution_count": 112, + "execution_count": 115, "metadata": {}, "output_type": "execute_result" } @@ -9717,7 +9725,7 @@ }, { "cell_type": "code", - "execution_count": 113, + "execution_count": 116, "id": "775f9b87", "metadata": {}, "outputs": [], @@ -9728,7 +9736,7 @@ }, { "cell_type": "code", - "execution_count": 114, + "execution_count": 117, "id": "5a6cdcf7", "metadata": {}, "outputs": [ @@ -9819,7 +9827,7 @@ "[1 rows x 1083 columns]" ] }, - "execution_count": 114, + "execution_count": 117, "metadata": {}, "output_type": "execute_result" } @@ -9830,7 +9838,7 @@ }, { "cell_type": "code", - "execution_count": 115, + "execution_count": 118, "id": "e6a6c58a", "metadata": {}, "outputs": [], @@ -9840,7 +9848,7 @@ }, { "cell_type": "code", - "execution_count": 116, + "execution_count": 119, "id": "5d222135", "metadata": {}, "outputs": [], @@ -9850,7 +9858,7 @@ }, { "cell_type": "code", - "execution_count": 117, + "execution_count": 120, "id": "a36a1a44", "metadata": {}, "outputs": [], @@ -9860,7 +9868,7 @@ }, { "cell_type": "code", - "execution_count": 118, + "execution_count": 121, "id": "d07b9e03", "metadata": {}, "outputs": [], @@ -9870,7 +9878,7 @@ }, { "cell_type": "code", - "execution_count": 119, + "execution_count": 122, "id": "f8601c2b", "metadata": {}, "outputs": [ @@ -9970,7 +9978,7 @@ "[1082 rows x 1 columns]" ] }, - "execution_count": 119, + "execution_count": 122, "metadata": {}, "output_type": "execute_result" } @@ -9981,7 +9989,7 @@ }, { "cell_type": "code", - "execution_count": 120, + "execution_count": 123, "id": "ef4c1750", "metadata": {}, "outputs": [], @@ -9991,7 +9999,7 @@ }, { "cell_type": "code", - "execution_count": 121, + "execution_count": 124, "id": "1f261275", "metadata": {}, "outputs": [ @@ -10098,7 +10106,7 @@ "[1082 rows x 2 columns]" ] }, - "execution_count": 121, + "execution_count": 124, "metadata": {}, "output_type": "execute_result" } @@ -10117,7 +10125,7 @@ }, { "cell_type": "code", - "execution_count": 122, + "execution_count": 125, "id": "e674c155", "metadata": {}, "outputs": [], @@ -10129,7 +10137,7 @@ }, { "cell_type": "code", - "execution_count": 123, + "execution_count": 126, "id": "d38220b0", "metadata": { "collapsed": true @@ -10828,7 +10836,7 @@ "Zamfara 1.0 0.9 0 " ] }, - "execution_count": 123, + "execution_count": 126, "metadata": {}, "output_type": "execute_result" } @@ -10848,7 +10856,7 @@ }, { "cell_type": "code", - "execution_count": 124, + "execution_count": 127, "id": "830cf810", "metadata": {}, "outputs": [], @@ -10860,7 +10868,7 @@ }, { "cell_type": "code", - "execution_count": 125, + "execution_count": 128, "id": "1f69cbf5", "metadata": { "collapsed": true @@ -11128,7 +11136,7 @@ "Zamfara 188.50 127.30" ] }, - "execution_count": 125, + "execution_count": 128, "metadata": {}, "output_type": "execute_result" } @@ -11178,7 +11186,7 @@ }, { "cell_type": "code", - "execution_count": 126, + "execution_count": 129, "id": "37096212", "metadata": {}, "outputs": [], @@ -11190,7 +11198,7 @@ }, { "cell_type": "code", - "execution_count": 127, + "execution_count": 130, "id": "333c80a8", "metadata": { "collapsed": true @@ -11576,7 +11584,7 @@ "Zamfara 73 5 " ] }, - "execution_count": 127, + "execution_count": 130, "metadata": {}, "output_type": "execute_result" } @@ -11595,7 +11603,7 @@ }, { "cell_type": "code", - "execution_count": 128, + "execution_count": 131, "id": "596a27c1", "metadata": {}, "outputs": [], @@ -11605,7 +11613,7 @@ }, { "cell_type": "code", - "execution_count": 129, + "execution_count": 132, "id": "9def4c72", "metadata": { "collapsed": true @@ -11750,7 +11758,7 @@ "9 1737 49 " ] }, - "execution_count": 129, + "execution_count": 132, "metadata": {}, "output_type": "execute_result" } @@ -11761,7 +11769,7 @@ }, { "cell_type": "code", - "execution_count": 130, + "execution_count": 133, "id": "a9ab1ee4", "metadata": {}, "outputs": [ @@ -11773,7 +11781,7 @@ " dtype='object')" ] }, - "execution_count": 130, + "execution_count": 133, "metadata": {}, "output_type": "execute_result" } @@ -11784,7 +11792,7 @@ }, { "cell_type": "code", - "execution_count": 131, + "execution_count": 134, "id": "54b5bbfa", "metadata": { "collapsed": true @@ -11796,7 +11804,7 @@ "Text(0.5, 1.0, 'top_10_confirmed cases')" ] }, - "execution_count": 131, + "execution_count": 134, "metadata": {}, "output_type": "execute_result" }, @@ -11826,7 +11834,7 @@ }, { "cell_type": "code", - "execution_count": 132, + "execution_count": 135, "id": "797cb4e0", "metadata": { "collapsed": true @@ -11838,7 +11846,7 @@ }, { "cell_type": "code", - "execution_count": 133, + "execution_count": 136, "id": "7af5b22a", "metadata": { "collapsed": true @@ -11983,7 +11991,7 @@ "9 1737 49 " ] }, - "execution_count": 133, + "execution_count": 136, "metadata": {}, "output_type": "execute_result" } @@ -11994,7 +12002,7 @@ }, { "cell_type": "code", - "execution_count": 134, + "execution_count": 137, "id": "377f6362", "metadata": { "collapsed": true @@ -12006,7 +12014,7 @@ "Text(0.5, 1.0, 'top_10_Discharged cases')" ] }, - "execution_count": 134, + "execution_count": 137, "metadata": {}, "output_type": "execute_result" }, @@ -12036,7 +12044,7 @@ }, { "cell_type": "code", - "execution_count": 135, + "execution_count": 138, "id": "c8f4d5d3", "metadata": {}, "outputs": [], @@ -12046,7 +12054,7 @@ }, { "cell_type": "code", - "execution_count": 136, + "execution_count": 139, "id": "9ca2ece4", "metadata": {}, "outputs": [ @@ -12189,7 +12197,7 @@ "19 705 36 " ] }, - "execution_count": 136, + "execution_count": 139, "metadata": {}, "output_type": "execute_result" } @@ -12208,7 +12216,7 @@ }, { "cell_type": "code", - "execution_count": 137, + "execution_count": 140, "id": "c74b7dfd", "metadata": {}, "outputs": [ @@ -12218,7 +12226,7 @@ "Text(0.5, 1.0, 'top_10_Death cases')" ] }, - "execution_count": 137, + "execution_count": 140, "metadata": {}, "output_type": "execute_result" }, @@ -12248,7 +12256,7 @@ }, { "cell_type": "code", - "execution_count": 138, + "execution_count": 141, "id": "0e701f72", "metadata": { "collapsed": true @@ -12357,7 +12365,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 138, + "execution_count": 141, "metadata": {}, "output_type": "execute_result" } @@ -12368,7 +12376,7 @@ }, { "cell_type": "code", - "execution_count": 139, + "execution_count": 142, "id": "c290f35a", "metadata": {}, "outputs": [ @@ -12421,7 +12429,7 @@ }, { "cell_type": "code", - "execution_count": 140, + "execution_count": 143, "id": "453c1ed1", "metadata": { "collapsed": true @@ -12530,7 +12538,7 @@ "[505 rows x 2 columns]" ] }, - "execution_count": 140, + "execution_count": 143, "metadata": {}, "output_type": "execute_result" } @@ -12541,7 +12549,7 @@ }, { "cell_type": "code", - "execution_count": 141, + "execution_count": 144, "id": "c5ca6d84", "metadata": {}, "outputs": [ @@ -12594,7 +12602,7 @@ }, { "cell_type": "code", - "execution_count": 142, + "execution_count": 145, "id": "c7de19c0", "metadata": { "collapsed": true @@ -12703,7 +12711,7 @@ "[1082 rows x 2 columns]" ] }, - "execution_count": 142, + "execution_count": 145, "metadata": {}, "output_type": "execute_result" } @@ -12714,7 +12722,7 @@ }, { "cell_type": "code", - "execution_count": 143, + "execution_count": 146, "metadata": {}, "outputs": [ { @@ -12775,7 +12783,7 @@ }, { "cell_type": "code", - "execution_count": 144, + "execution_count": 147, "id": "0f47d8ae", "metadata": {}, "outputs": [], @@ -12785,7 +12793,7 @@ }, { "cell_type": "code", - "execution_count": 145, + "execution_count": 148, "id": "6b5bb514", "metadata": {}, "outputs": [ @@ -12916,7 +12924,7 @@ "[500 rows x 4 columns]" ] }, - "execution_count": 145, + "execution_count": 148, "metadata": {}, "output_type": "execute_result" } @@ -12927,7 +12935,7 @@ }, { "cell_type": "code", - "execution_count": 146, + "execution_count": 149, "id": "f0c2e662", "metadata": {}, "outputs": [], @@ -12937,7 +12945,7 @@ }, { "cell_type": "code", - "execution_count": 147, + "execution_count": 150, "id": "f6b4f86f", "metadata": { "collapsed": true @@ -13070,7 +13078,7 @@ "[500 rows x 4 columns]" ] }, - "execution_count": 147, + "execution_count": 150, "metadata": {}, "output_type": "execute_result" } @@ -13081,7 +13089,7 @@ }, { "cell_type": "code", - "execution_count": 148, + "execution_count": 151, "id": "298e22fc", "metadata": {}, "outputs": [ @@ -13091,7 +13099,7 @@ "Index(['Date', 'Cases_x', 'Cases_y', 'Cases'], dtype='object')" ] }, - "execution_count": 148, + "execution_count": 151, "metadata": {}, "output_type": "execute_result" } @@ -13102,7 +13110,7 @@ }, { "cell_type": "code", - "execution_count": 149, + "execution_count": 152, "id": "d773a0ec", "metadata": {}, "outputs": [], @@ -13112,7 +13120,7 @@ }, { "cell_type": "code", - "execution_count": 150, + "execution_count": 153, "id": "446cac85", "metadata": {}, "outputs": [ @@ -13243,7 +13251,7 @@ "[500 rows x 4 columns]" ] }, - "execution_count": 150, + "execution_count": 153, "metadata": {}, "output_type": "execute_result" } @@ -13254,7 +13262,7 @@ }, { "cell_type": "code", - "execution_count": 151, + "execution_count": 154, "id": "fb159a2f", "metadata": {}, "outputs": [ @@ -13264,13 +13272,13 @@ "Text(0.5, 1.0, 'Visualization of the 3 major cases')" ] }, - "execution_count": 151, + "execution_count": 154, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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J5//kJz/J9ddfX7i/Zs2a5aKLLsrnn3+eF198MUOHDs306dMLSzVPnz69EHLvtNNOufLKK6uEpfvss09++tOf5uijj87kyZPTo0ePXHXVVUvd/9fdd999hftLkpKSkvzmN7/JUUcdtdxjlpeXZ9NNN80NN9xQmEnfrFmz/O53v8vJJ5+cZMGS2X/+85+rhKAHH3xwJkyYkDvvvDOjR4/OxIkTC+8F3+Y1sCQvvPBCIeQ+6KCDqnzBpGnTpjn++OOz9dZb54wzzsiUKVNy3XXXLXaLhMMPPzyHHXZYkmSttdZa7HLhXzdkyJBCyH3SSScVguzKHq644oqceeaZefnll3PXXXflqKOOSr169dKvX7/MmjUrpaWl+dvf/lblSzhNmzbNpptumoYNG+aGG27IzJkz89Zbb+VnP/tZkm/3nnvllVcWQu7evXtX2ev9pz/9abbbbrucddZZefnll3PVVVdl5513LjwPKh/rffbZJ8cff/wij/W8efPSq1evvPrqq5kyZUqaNWu2VI8hAABQ8775q+MAAAA16IADDkiyYPnZp556qtqaymXLO3TokFatWi3VuHPmzCn8XN0S4o0bN85VV12VXr165aSTTlrWtherRYsWOeSQQ3LQQQdVCbkXtnBYNnXq1O/svhf2+OOPF/bGPuigg3LggQdWub1Bgwbp2rVrfvWrX2XPPfesdowtt9yysO/wd9HnF198UQilOnfuXO2XC0pKSnLuuecWvvBw7733VjvWBhtsUO0KAGuuuWbatWuXZMFyyTXR24p20kknVbsk+y9/+cskC2byL3ztAwcOLCxDfdZZZ1U7I3jNNdfMMccck2RBSFr5ZY3lMXHixCr/rqioSJ8+fXL77benoqJiucc9/PDDF1kufuutty5cT8uWLauE3JW22mqrantbUa+BBx54IMmCPb7PPPPMamu233777L///kmSp59+OlOmTKm2rrrrWRoDBw5MsmCrh27dui1ye61atfLrX/86rVu3zk9+8pPCe+TGG2+cLl265JhjjlnsShPbbbdd4eeFlxlf3vfckSNHFvaoP/7446uE3JVKS0sLj+WUKVPy7LPPLnK/i/v9HHzwwbn22mtz9913L/Me9AAAQM0yoxsAAFipbbrpptl8880zYsSIDBgwYJFA9uOPP87w4cOT/F8ovjS22mqrlJaWZu7cuTnttNPSuXPn7LTTToXjSZZ6GeJlsdNOOy2yD/DCysrK8sYbbxT+vfB+yd+VYcOG5bLLLkuyIJQ655xzFqnZZpttFhvEJwuWYH/77bdTWlqa8vLy76TPN954I/Pnz0/yf6FsderXr59f/OIXeeyxx/LGG2+koqIiJSUlVWq23HLLxZ6/5pprJlkw67smeluRatWqVQjyv67yupNU2V/5tddeS7JghmuzZs0yc+bMas9v27ZtkgXB9DvvvJPddtttuXo85JBDctxxx6W0tDTDhw/PjTfemLfeeis333xzysrKqn0+Lo3qrrt27dpp3Lhxpk6dmk033bTa8xo2bFj4eeEwdkW9BipD2x133HGR2foL23PPPfPAAw9k/vz5eeuttxZ5vEtKShZ7Td+kcr/qHXbYYbFLnW+//fa55557qhzbd999s++++y523MmTJ+fdd98t/Hvu3LmFn5f3Pbfy8UqSH/3oR4t9frZq1aqw1cVbb71V+HLCNttskw8//DDPPfdcTjnllOyzzz7ZYYcdsvbaaydZMPN/xx13XOw1AQAAKy9BNwAAsNLbf//9M2LEiLz99tsZP358lVnb/fv3T5KsscYa2WWXXZZ6zLXWWiunn356evTokenTp6dPnz7p06dPGjZsmO222y477LBDdtlll6y11lrf+fUkCwKgN998MyNGjMjYsWMzbty4wtLJC/s2M1yrM3HixJx77rkpLy9Py5Ytc/nll1c7+3fh+3/33XczbNiwKn2OHz++Sm/fRZ8LX3vr1q2XWFt5+4wZMzJ9+vSsvvrqVW6vbtZnpdVWWy1JCsH1993bitSoUaPF/j4XDjQXvvZx48YlWfAli8p9wL/Jp59+utw9tmzZsvDztttumxtvvDGnnnpq3njjjdx777056KCDstFGGy3zuE2aNKn2eOUXDSqXav+6b9on/bt8DcyYMSNffvllkqV/HiXVP94NGzZc4mt3ccrLy/PFF18kWbDywfIoLy/Pa6+9lvfffz+ffPJJxo0bl1GjRlU7U7vS8r7nfvLJJ4WfF7c3/dct/HidcMIJeemllzJ27Ni8/vrrheB84403zk9/+tPstNNO2Wabbb7xeQAAAKx8BN0AAMBKr2PHjrnuuutSXl6exx9/vLDU7rx58wpL8O6zzz6FAHNpHX744dlss81y11135eWXX87s2bMzY8aMDB48OIMHD85VV12VffbZJ+ecc84y7an8TQYNGpRrrrkmkyZNWuS29dZbL9tvv31heePv0qxZs3Luuefm888/T/369XP11VenadOmi61//fXXc/nll2f06NGL3Na8efN06NAhzzzzTJXZwd/GwuN80+Ndv379ws8zZ85cJExengDw++ptRVqe616e39939TtPFvTcvXv3nHTSSZk/f36ee+655Qq6F37cvyvf9Wvg2zyPvu7ry7QvrcqQO1l0//el8e9//zs33XRTYb/tSiUlJWnTpk0222yzDBgwoNpzl+c999s+P9dYY43ceeed6dOnTwYMGFD4YsdHH32Ujz76KP/617/SqlWrnH/++fn5z3++zPcFAADUHEE3AACw0mvUqFF++ctfZsCAARk4cGAh6H7llVfy2WefJVm2ZcsXtu2222bbbbfNzJkz89prr2Xo0KF5+eWX8/HHH2fevHl55JFH8sUXX+Sqq65apnHLy8urPf7MM8/kd7/7XSoqKtKkSZPstttu2XzzzbPRRhulTZs2adq0aWbOnPmdB90VFRW5+OKL895776WkpCR//OMf86Mf/Wix9cOGDcvpp5+eOXPmpEGDBtlll13Stm3btG7dOm3atCnMuhwyZMh31uPCwd/MmTOXGFwuHPytiIDz61bm3r6tyj2m27VrV9i3/fu2xRZbFH5elr3TV6QV8Rr4+vNoSVbU82jhsZZl+f4k6du3b6699tokC4L+XXfdNZtuumnh/atRo0b56KOPFht0J8v+nrtwGD9kyJDC83VZNGjQICeddFJOOumkjBw5MkOHDs3QoUPz6quvZubMmRk/fnzOPffc9OzZc4nbHgAAACsXQTcAAFAUDjjggAwYMCAff/xx3nvvvWy22WZ57LHHkiTt27dfrhmgC2vQoEGV/bNHjRqViy66KCNGjMjgwYMzbty4rLvuukn+b6njhfef/bqFZ00u7O9//3sqKirSsmXL9O7du9oltsvKyr7VtVTnpptuyjPPPJNkwVK+37S/8k033ZQ5c+akYcOGueOOO7L++usvUjN37txMnz79O+tx4SWtP/744yp7Sn/dxx9/nGTB8s2NGzf+znooxt6+rXXWWScffvjhCgmYX3755fTp0yfjx4/PrbfeutgVBBYOXJcnyFwRVsRroFGjRoV9pCufJ4szcuTIws8LP/++rUaNGqVhw4aZMWNGlWXBv66ioiJ///vf07x58/z0pz/NOuusk549eyZZ8MWEm2++udoZ4Uv7/rW077nrrLNO4ZwJEyYs8b2+oqKisFT94rRp0yZt2rTJYYcdltmzZ+e+++5Ljx49Mnfu3PTr1y+XXHLJUvUPAADUPBsQAQAARWHbbbctBE2DBg1KeXl5YSbl8szmvvXWW9O1a9eccMIJ1d6+0UYbFWaOJ1X3aK6cEbm4QGfu3LkZPnz4IsfLysoyduzYJMnuu+++2H2khw4dWvj5u9j7euDAgfnnP/+ZJPnlL3+52Gte2Ntvv50k+elPf1ptwJcsWNZ53rx5SRbd7/qbwqbqbL311oUvEQwaNGixdbNmzcrzzz+fJNlqq62W+X6Wx8rc27e17bbbJkmmTJlS+L1X56GHHsquu+6arl275q233lrq8V9++eWMHTu28EWL6rz44ouFnxee3V2Tvu1rYHHat2+fJHn++eeXOKP66aefTrLgtfRdPpdKSkqy9dZbJ1nwu1nce8yIESNy55135uqrr85HH32UkSNHFkL9Tp06LXbZ84XfvxZ+TJb3PXebbbYpHPvPf/6z2OsaPXp0dt555xx44IG55557kizYf7579+7p2LFjnnvuuUXOqVOnTg4//PBsvPHGSVLtdhIAAMDKS9ANAAAUjf333z/JgrDjhRdeyMyZM9OoUaPsscceyzxWaWlpRo4cmXfeeSdvvvlmtTXvv/9+kgXB0HrrrVc4Xhl6vfvuu9UGI3369Kl2X9natWsXfl7cbM5x48blxhtvLPx7zpw533wxS/Duu+/mf//3f5Mkm222WS6++OKlCqErex09enS1AV5ZWVmuvvrqwr+/Prt94b2il/Ya1lhjjey6665JkgcffHCxv5cePXoU9gde3iXrl9XK0FvlY7qklQSWxz777FOYRX3VVVdVu6T25MmT06tXr8ycOTOTJ0/OJptsslRjb7fddmnevHmS5J///Ge1Kx1Mnjw5N9xwQ5JkzTXXLMzwrWnf9jWwOF26dEmyYNWH6667rtqaN998Mw8//HCS5Oc//3lhmfTvyn777ZdkwTLxlaHw191yyy1JFswA//nPf17lNb2496/hw4fnrrvuKvx74df+8r7ntm3bNptttlmS5I477sioUaMWOW/u3Lm59tprU15enk8++aTwZYm111477733XqZMmZJ77rmn2t/jtGnT8umnnybJYr/QAAAArJwE3QAAQNHYd999U7t27Xz88ce5/fbbkyR77bXXYmcWLskBBxyQxo0bp6KiIueee2769u2bjz/+OGVlZfnoo49y0003pXfv3kmSXXfdtRDWJSks+z1nzpz8z//8T1555ZVMnTo177//fi6//PL84x//qHbJ6tVXXz3t2rVLsmA259VXX52RI0cW7vO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", 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bbJN+/fpl6tSpGTZsWH784x/nT3/6U+rUWbXQx+9+97vccccd+eY3v5mzzz475eXlefTRR3PBBRfkvPPOy/HHH59k1X5Dp512WmbMmJGePXtmp512yrhx4z71P4Zu7N/ktddey5lnnpltttkmxx57bJo3b57/r707D6sx7QM4/j2TZGgRyZK8xJTltWWZDA1Zyj6VZPdawnjlJYzd2GaYCWO5rK91yDZxGhFRQgxpLC2IkCxFJEdCaXv/6DrPOJKpjHeG+X2uq6ur59zPc+7nPH/0O/fvvu9fQkICfn5+TJs2DUNDQ1q0aAHA9OnTOX36ND179uQf//gHDx8+xNfXl5EjR7Jp0yasra0BCA0NZfLkyVhYWDBgwAA+/vhjwsPDWbp0KZGRkXz//fc6X0iEEEII8dd07NgxAGUQMyEhAQ8PDzIzM3FxcaFy5cpcvXoVtVrNqVOnWL9+vTI4Gh4ejpeXF2XKlMHV1ZUKFSpw/PhxvL29uXv3rjLJb8GCBfj6+lK7dm2GDRsGwMGDB5k5cyaXLl1i/PjxmJqaYm9vz7Fjx0hKStKZHBkWFsbDhw8ZMGAAkDcQOHr0aKKjo+ncuTN9+vThwYMHqNVqBg8ezPLly2nQoIFyflZWFjNmzMDd3R0TExPMzc0B2LVrFwsWLKBu3bp4eHjw0UcfcezYMebMmUNsbKxSGzI7OxtPT0+ioqJwcnKiYcOGxMTE4OXlhUqlonz58sX67C9evAhA48aN39ju1XqbCQkJykCmi4sL5ubmJCcns2fPHhYsWICenh6urq4ALFmyBF9fX5ydnenVqxdpaWn4+fkxYcIEfvjhB1q2bKn0xdPTkzJlyuDm5oapqSnR0dFs3LiR8PBwVq1ahYGBQbHuUwghhBDvVrVq1TAwMODy5ctA0eK5bdu2sWTJEpo0aYKHhwf6+vrExMQQEBDA+fPn8fPzo2zZsnh5eeHj40NUVBReXl5YWVnp9GHChAk0adKEf//73yQnJ7N9+3a8vLzYvHmzkvT90Me1Ll26BKDUUi/IqxMNAKZMmcLx48fp2rUrzs7OvHjxgpMnT7Jnzx6uX7/Ohg0blM/Cy8sLGxsbhgwZQsmSJTl9+jQbNmzg1q1bzJs3Dyh6vCyE+PBIolsI8bf34MEDTExMilwrxtvbG41Gw4oVK2jWrJly/PPPP2fMmDF89913Oqt0UlNTGTlyJIMHD1aOGRgYsHbtWkJCQnB2dqZTp07Ex8cTGhrKp59+SpMmTd7Yh2fPnvHDDz+8tn53jRo1WLp0qRKsJiQkEBoaSuvWrVmwYIHS7v79+4SEhJCYmEjVqlW5ePEiW7Zswc3NjYkTJyrt+vbty+jRo1m+fDlt27alYsWKbN26ldu3bzNz5ky6dOkCgJubG8uWLcPHx6dIn+fLivtMtmzZgkqlYvXq1TqzRRs2bIiXlxcnTpygRYsWaDQaQkND6dGjh04NyKZNmzJnzhwuXbqEtbU16enpfPPNN9SqVYt169Yp/XF3d2f16tVs2LCB4OBgnRm1QgghhPjzPHv2DI1Go/ydnZ3Nw4cPCQwMZO/evdSuXZv27dsDeUnp9PR0tmzZQtWqVZVzHBwc8PT0ZM2aNUyaNAmA7777jtKlS+Pj46Mkj11dXRk1ahTbt29nwIAB3LhxA19fX5o2bcqyZcuUupG9e/fG09OTnTt34uDggK2tLd27d+fIkSMEBgbqbGcZEBBAiRIllNXf27dvJyIignnz5in9BujRowd9+/bl22+/ZefOncrxnJwc3N3dGTFihHIsKSmJxYsX07JlSxYtWqTEhr1792bWrFns2LEDJycn6tWrx/79+4mKimL48OF4eHgo16hdu7ZO/FhUDx48AMDMzKxI5/3000+kpaWxYsUKZYIC5D2j3r17c/z4cSXR7e/vj52dHZMnT1badejQgZEjRxITE0PLli3Jzc1l7ty5GBoa4uPjg4mJCZAXv9ra2iqf58CBA4t9r0IIIYR4d1QqFSYmJkq8V9h4Ljs7W0n+Ll++XGcVs5GRET4+Ppw9e5Z27drRpk0bQkJCiIqKonXr1lSpUkWnD+3bt2fGjBnK35UrV2bu3LkcPnxYSXR/6ONaxY3tYmNjCQ0NpWfPnnz11VfK8V69ejF48GAuXLiARqOhbNmyBAYGkpmZycKFC5VV3i4uLkyZMoWkpCRevHhByZIlixwvCyE+PFKjWwjxt6enp0dOTk6RztFoNJw9e5YmTZroJLkhrwaNra0tZ8+eJSUlRec17aCllnbA7uHDh8XoOVSpUuW1SW7IG9h7eUZm9erVAXSCPgBLS0sgL+ENeauOtO00Go3yk5aWRocOHcjMzOTEiRMAHD16FGNj43z3pV2FVFzFeSaQNwjt7++v82UgKytLuVZaWhoAZcqUwdDQkJCQEH7++WeSk5MBaNCgAbt27VK2hz99+jQajYa2bdsqA+faH+2XgKNHj77FnQohhBDij7Rw4UIcHR2Vn06dOtG/f3/UajVffPEFy5YtQ09Pj9TUVMLCwmjUqBGGhoY6/+Otra2xsLDgyJEjAFy5coU7d+7g6OioJLkhb6B15syZbNu2DUNDQ4KDgwHw8PBQktwA+vr6DB8+HICgoCAA7OzsMDc358CBA0q7tLQ0jh8/jr29PaampkDe7j1GRkY0bdpUp48lSpSgRYsW3Lhxg/j4eJ3P4NXY9MiRI2RmZtKhQwceP36sXOPx48c4OTkpbSBv1btKpcq3xbiLiwuGhobFeyigDCYXNb4bO3YsBw4c0Ely5+TkkJ2dDeTtLqRVsWJFzp07x7Zt20hMTFSOqdVqJWl/9epV4uLilKT3y59pq1atMDAwkNhOCCGE+IvLzMwEKFI8p6enR0BAACtXrtRJcj9//hx9fX1AN654E+1CDy3tqm1t8lf7fh/yuFZxYztra2uOHDmCp6enzvGUlBQl1tQ+B23cvWjRIiIjI5X4b/78+axfv15J2hcnXhZCfFhkRbcQ4m/P3NxcqQlT2JmWCQkJ5Obm5tu+SKtmzZqcO3eOxMREndoyr273qH0/bbBWVC9f+1Wvvpc2CH31uHa78tzcXCCvzg7k1RUviHYr9YSEBKpXr65cQ8vU1FQZoC2O4jwTyLuXJ0+esHXrVq5du8bdu3dJSEggKysL+O0e9fX1+frrr5k7d66y1VHNmjWxs7OjY8eO2NjYAHn1GwFWrlzJypUrX/ueBW0rL4QQQoj/v/79+2NnZ0dubi7JyclKrexhw4bRr18/pd3t27fJycnhl19+wdHRscDrZWRkkJCQAPw2afBlL287rm33uvhQWxtQm4DV09Ojc+fObNq0iStXrmBjY0NQUBAZGRl069ZNOe/mzZtkZGS8sY93797V6dursZ42npk5c+YbrwFw584dTExMMDY21nm9RIkSVKtWjUePHhV4jTcxNzfn2rVrJCcnK5MsC0OlUpGVlcXatWu5fPkyiYmJ3LlzhxcvXgC/xXaQt33n1KlTWbJkCUuWLKFq1ap8+umndOjQAVtbW+C3z0KtVqNWq1/7ntpnJIQQQoi/nqysLJ48eUKFChWKFM8ZGBigr69PREQEwcHB3Lp1i8TERJKSkpR4orBJ21djLW3JE20CHj78cS1tIl6bYC+KkiVLEhQUxOnTp7l9+zaJiYmkpKQoi3W0z6FXr15EREQQFBREUFAQhoaG2Nra0qpVKzp27KjU6C5OvCyE+LBIolsI8bfXuHFjbty4QVRUFE2bNi2w3fz583n69Cmenp46g2qvo01cvxrM/tG1nF+ehfqql1cSFaUP2oDy+++/p0yZMq9t8/KgrnagsaDrFEdxnkmlSpXYvXs33t7elCtXjiZNmtCgQQNq1qyJubk5gwYN0jm3TZs22NnZcerUKcLCwjhz5gxbt25l27ZtjBs3jl69einP2cPDo8C6Q6VLly72fQohhBDij2VlZUXz5s2Vvx0dHRk7dixLly7l4cOHytaO2jildevW9OzZs8Dr6enpKQOLvxdDvSk+1MaG2hVDAN26dWPTpk3s378fGxsb9u/fT4UKFZS6i9prVqlShalTpxZ4be0WmVqvTkDU3uukSZMKTDK/PEHxXcV2J0+eJCIi4o2J7rVr13L16lU8PDywtrYmNDSUqVOnYmBgQLNmzWjTpg1WVlY0bNiQrl276pzboEED/Pz8OHPmDKdOneLMmTOo1Wp2795N3759GTt2rPKMXF1dadu27Wv7UFAMLYQQQog/X2xsLFlZWdSpU6dI8RzkTYo7dOgQNWrUoH79+rRq1Qpra2tu3ryJt7d3ofvwaqz1Oh/6uFbjxo1RqVRERES8sd21a9eYP38+nTp1ws3NjdTUVIYNG0Z8fDyNGjWibt26dOnShbp167Jjxw6d3Y5KlSrF4sWLiYuL48SJE/z666+Eh4cTGhrKli1b2LBhAyYmJsWKl4UQHxb5BieE+NtzdHRErVbz008/FRh8Jicns2/fPkqVKsX06dOV2ZpxcXGvbR8XF4dKpdLZ3vJ9oa09ZGZmRv369XVeu337NvHx8UoQbGlpye3bt/PNUE1NTeXx48fF7kNxnklGRgbLli3DwsKCzZs362yvGRkZqXPu06dPuXbtGlWqVMHBwQEHBwcg7wvTyJEjWbduHb169VI+CwMDA51Bc+01wsLC8s3kFUIIIcRfh76+PvPmzaNfv374+PhgY2ODk5OT8j8+IyMj3/94yNvC29jYmBIlSihttStiXvbrr7+yd+9e+vbtq9SFjIuLU1YQa2ljxkqVKinHLC0tady4MYcPH8bd3Z3IyEj+9a9/6UxkrFKlCg8ePMDW1jZfAjYqKornz58rq1kKou2/kZFRvntNTk7mwoULSikcS0tL4uLiuH//vk4cm52dTWJiYoGTIH9P+/btWb16Nbt27aJr166vnTTw/Plzdu/ezePHjxk/fjwAS5YsQV9fn507d+rUgNSW3NHKyMjg2rVrGBsb06JFC2WyQEJCAqNGjWLHjh14eHgon0Vubm6+zyInJ4eQkJACywIJIYQQ4s8XGBgIQNu2bYsUz0VERHDo0CHat2/Pt99+qxOLREdH/+H9/NDHtczMzLC1teX8+fPExsZibW392nZ+fn5ER0fz+eefA+Dr68uNGzeYOHEibm5uOm1fLet48+ZNHj16RKNGjbCysmLgwIFkZGSwePFi1Go1Bw8exN3d/Q+Jl4UQ7zep0S2E+NuztbWlTZs2HD16lM2bN+d7PS0tjcmTJ5OZmcnQoUMpVaoUpqamSh3u8PBwnfZhYWFERERga2tL2bJl/0938cfRrm5Zu3atsoIJ8raHmjNnDuPHj1fqDnXo0IHnz5+zfft2nWv4+Pi8VR+K80wyMjJ4/vw5lSpV0vkykJWVpfRHu5pKu4Xp+vXrda5rZWWFoaGhMsBsZ2dHmTJl2LFjR76tOjdu3MiUKVM4efLkW92rEEIIId4tExMTZs2ahUqlwtvbm6SkJMqXL0/Dhg05ffo0586d02l/8uRJvvrqKyUGqV27NhUrVuTQoUP5BuC2bt3KoUOHMDMzU2KodevW5YuhtDHHq6uIu3fvzv3791m6dCmAzrbl2vZPnz7lxx9/1Dl+//59xo0bx4wZM353pbmDgwMfffQRmzZtIj09Xee1JUuWMHHiRGJiYgCUWo0bNmzQaefv709qauob3+dNLCwscHd3JyYmhoULF+ZbHf7ixQtmz55NSkoKbm5uyu5BGo0GU1PTfAOw2mejje00Gg1Dhgxh0aJF+d7XzMwMlUqFnp4ederUoXLlyuzfvz/fxAU/Pz+mTp3K3r17i32fQgghhHh3zp07x65du6hRowZt27YtUjyn0WiAvO29X46dNBoN/v7+gG5ZwVfL/BXV32Fca+zYsahUKmbMmPHa7c+Dg4PZtWsX5ubm9OjRA0BZFKMt66MVFRWlPEPtPS5YsIBRo0Zx7949pZ2BgQG1a9cGflup/0fEy0KI95us6BZCCGDGjBmkpqayfPlygoODcXBwwNTUlFu3brF//35SUlJwcXGhT58+yjkTJ05k+PDheHl54ezsjJWVFXFxcfj5+WFsbMykSZP+xDsqvubNm9O9e3f8/f0ZMmQIjo6O6OvrExgYyMWLF3Fzc6Nu3boA9OnTh8OHD7NixQri4+OpV68ekZGRhIaGvvVsyaI+E2NjYxo3bsyZM2eYNWsWjRo1IjU1lcDAQG7evKnUOYK8rS2bN2+OWq3myZMn2Nrakp2dTXBwMHfv3mXMmDFA3sqnCRMmMHfuXPr27YuLiwsVKlTgzJkzBAUFUa9evXwzUIUQQgjx19O0aVN69erFjh07+Oabb1i2bBmTJk1ixIgRjB49GmdnZ2rVqkV8fDxqtRoTExNlm/MSJUowZcoUJkyYwIABA3B1daVs2bKEhoYSFhbGl19+iZmZGWZmZri4uODn56fEUAAHDx7kypUruLm55Vvp3a5dOxYuXMjRo0dp2LAh1apV03l94MCBHD9+nDVr1hAbG0uzZs1ITU1FrVaTlpbGnDlzfjfmqlatGsOGDWPNmjX069ePrl27YmRkxLFjxzh9+jT29vbKKqAOHToQGBiIWq0mOTkZOzs7rl+/jr+/f7663UU1atQoHjx4gK+vL2FhYTg5OWFubs69e/cIDAwkMTERe3t7Ro8erZzz+eefs3//fiZMmECrVq1IT08nJCSEqKgoSpYsqcR2FStWpFu3bvj7+/Of//wHe3t7VCoVYWFhREVF0bNnTz7++GMApk2bxrhx4xg0aBCurq5YWlpy6dIl9u7dS9WqVRkyZMhb3acQQggh3k50dLSSxMzJyeHJkydER0cTEhJCuXLl8Pb2VlbuFjaea9SoESYmJvz444+kp6dTtWpVEhIS2Lt3L2lpaQDKb4By5coBsGXLFuzs7GjTpk2R7+NDH9eysbFh9uzZzJ49m969e+Po6IiNjQ3p6emcPXuWX375hXLlyrFo0SIlcW9vb8/OnTuZNWsWbm5uGBkZERMTQ0BAgFIySHuPgwYN4uzZswwbNgxnZ2fMzMy4desWu3fvpmLFisoEzT8iXhZCvN9UGo2meNOShBDiA5OZmcmhQ4cICAjg1q1bpKSkUKZMGf75z3/i5uZGy5Yt852TmJjIunXrCAsLQ6PRYGZmRsuWLRk8eLDOdo9ffvkl586d4+TJkzrb6ISHh+Pp6YmHhwfDhw8HYNWqVWzcuJFVq1bRpEkTAPbt28ecOXOYOnUqzs7OQF5CumHDhqxdu1anT//9739Zt24dy5cv19mW6HXXLeh4bm4ue/bs4eeffyYuLg49PT2qVauGq6sr3bt315kJ+ezZM9auXUtQUBAajYZPPvmEMWPGMH36dKpWrcrq1auL+0iK/EwePnzIypUrCQsL4/Hjx5QvX546deowZMgQvL29uXr1KgcOHKB06dI8ffqUrVu3EhwcTFJSEiqVik8++YQePXrQsWNHneuePXuWLVu2EB0dzYsXL6hUqRLt2rWjf//+OrNshRBCCPHn0MY/X3/9db7azVoZGRkMGDCA+Ph4JkyYgLu7OwkJCaxfv14nlrO1tWXo0KH5aklfuHCB9evXExkZSU5ODtWrV6dPnz44OTnptPP390etVnP9+nVKlChBrVq1XhtfaM2fPx8/Pz9mzJiRb0U35MVamzZtIiQkhLt372JkZIS1tTUDBw7U2Qpz9uzZBAQEsHv37tfWwT5y5Ag7duwgNjaW7OxsLCws6NKlC+7u7jolaLKysti8eTP79u3j/v37WFpaMmLECLZu3cr9+/fZs2dPwQ/id+Tm5nLs2DH27NlDXFwcycnJGBgYYGNjwxdffIGTk1O+OHPNmjUcOXKElJQUypYtS61atRg4cCB+fn4cOnQItVqNhYUFWVlZ7Ny5k4CAAO7evUt2djbVq1ena9euuLm56dTTjI2NZcOGDZw/f560tDTMzc1p2bIlgwYN0tkiXQghhBD/P9p47mUqlYrSpUtjaWnJZ599Ru/evfPtnljYeO7y5cusWLGCmJgYMjMzMTc3p3nz5vTr14+ePXtSv359ZQzr3r17TJs2jcuXLyu1swuKtRITE3F2dqZjx47MmTNHp29/h3Gtmzdv4uvry5kzZ0hKSiIzMxMLCwvs7e3p379/vucVFBTE5s2buXXrFvr6+lSuXBknJyesrKwYO3aszhjpuXPn2Lx5M7GxsTx+/Jhy5crx2WefMXToUJ1x18LGy0KID5MkuoUQQgghhBBCCCGEEEIIIYQQQrxXpEa3EEIIIYQQQgghhBBCCCGEEEKI94rU6BZCCPFOZWdn8+jRo0K3NzExQV9f/x32SAghhBBCvI3k5ORCtzU0NJS6iEIIIYQQf2FpaWmkp6cXqq2+vj4mJibvuEdCCFF4kugWQgjxTiUlJSl1xQvj1RriQgghhBDir6Vz586FbvumuulCCCGEEOLPt2jRIgICAgrV1tbWVqllLoQQfwVSo1sIIcQ7lZGRQWRkZKHb165dG2Nj43fYIyGEEEII8TbCw8ML3dbKygozM7N32BshhBBCCPE24uLiCr1jj5GREXXq1HnHPRJCiMKTRLcQQgghhBBCCCGEEEIIIYQQQoj3ykd/dgeEEEIIIYQQQgghhBBCCCGEEEKIopBEtxBCCCGEEEIIIYQQQgghhBBCiPeKJLqFEEIIIYQQQgghhBBCCCGEEEK8VyTRLYQQQgghhBBCCCGEEEIIIYQQ4r0iiW4hhBBCCCGEEEIIIYQQQgghhBDvFUl0CyGEEEIIIYQQQgghhBBCCCGEeK9IolsIIYQQQgghhBBCCCGEEEIIIcR75X9oFGVzDBhjDgAAAABJRU5ErkJggg==", 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" ] @@ -13294,7 +13302,7 @@ }, { "cell_type": "code", - "execution_count": 152, + "execution_count": 155, "id": "09c8ef7e", "metadata": {}, "outputs": [ @@ -13401,7 +13409,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 152, + "execution_count": 155, "metadata": {}, "output_type": "execute_result" } @@ -13412,7 +13420,7 @@ }, { "cell_type": "code", - "execution_count": 153, + "execution_count": 156, "id": "a1feb443", "metadata": {}, "outputs": [], @@ -13422,7 +13430,7 @@ }, { "cell_type": "code", - "execution_count": 154, + "execution_count": 157, "id": "dd3de74a", "metadata": {}, "outputs": [ @@ -13529,7 +13537,7 @@ "[1106 rows x 2 columns]" ] }, - "execution_count": 154, + "execution_count": 157, "metadata": {}, "output_type": "execute_result" } @@ -13540,7 +13548,7 @@ }, { "cell_type": "code", - "execution_count": 155, + "execution_count": 158, "id": "73df7da1", "metadata": {}, "outputs": [], @@ -13550,7 +13558,7 @@ }, { "cell_type": "code", - "execution_count": 156, + "execution_count": 159, "id": "815fbf3f", "metadata": {}, "outputs": [ @@ -13562,7 +13570,7 @@ "dtype: object" ] }, - "execution_count": 156, + "execution_count": 159, "metadata": {}, "output_type": "execute_result" } @@ -13573,17 +13581,17 @@ }, { "cell_type": "code", - "execution_count": 157, + "execution_count": 160, "id": "30193f56", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 157, + "execution_count": 160, "metadata": {}, "output_type": "execute_result" }, @@ -13644,7 +13652,7 @@ }, { "cell_type": "code", - "execution_count": 158, + "execution_count": 161, "id": "e20154a7", "metadata": {}, "outputs": [ @@ -13654,7 +13662,7 @@ "6158.0" ] }, - "execution_count": 158, + "execution_count": 161, "metadata": {}, "output_type": "execute_result" } @@ -13665,7 +13673,7 @@ }, { "cell_type": "code", - "execution_count": 159, + "execution_count": 162, "id": "2ab49f90", "metadata": {}, "outputs": [ @@ -13675,7 +13683,7 @@ "Timestamp('2021-12-22 00:00:00')" ] }, - "execution_count": 159, + "execution_count": 162, "metadata": {}, "output_type": "execute_result" } @@ -13695,7 +13703,7 @@ }, { "cell_type": "code", - "execution_count": 160, + "execution_count": 163, "id": "455faf9b", "metadata": {}, "outputs": [ @@ -13837,7 +13845,7 @@ "4 0.8 0.8 0 " ] }, - "execution_count": 160, + "execution_count": 163, "metadata": {}, "output_type": "execute_result" } @@ -13848,7 +13856,7 @@ }, { "cell_type": "code", - "execution_count": 161, + "execution_count": 164, "id": "cab35937", "metadata": { "collapsed": true @@ -13943,7 +13951,7 @@ "4 3374 46 " ] }, - "execution_count": 161, + "execution_count": 164, "metadata": {}, "output_type": "execute_result" } @@ -13954,7 +13962,7 @@ }, { "cell_type": "code", - "execution_count": 162, + "execution_count": 165, "id": "6dc47494", "metadata": {}, "outputs": [], @@ -13965,7 +13973,7 @@ }, { "cell_type": "code", - "execution_count": 163, + "execution_count": 166, "id": "b3504a43", "metadata": {}, "outputs": [ @@ -14058,7 +14066,7 @@ "4 3374 46 " ] }, - "execution_count": 163, + "execution_count": 166, "metadata": {}, "output_type": "execute_result" } @@ -14069,7 +14077,7 @@ }, { "cell_type": "code", - "execution_count": 164, + "execution_count": 167, "id": "0107bae5", "metadata": {}, "outputs": [], @@ -14079,7 +14087,7 @@ }, { "cell_type": "code", - "execution_count": 165, + "execution_count": 168, "id": "807fa5be", "metadata": {}, "outputs": [ @@ -14919,7 +14927,7 @@ "33 0.4 0.3 0.6 0 " ] }, - "execution_count": 165, + "execution_count": 168, "metadata": {}, "output_type": "execute_result" } @@ -14930,7 +14938,7 @@ }, { "cell_type": "code", - "execution_count": 166, + "execution_count": 169, "id": "49f95e06", "metadata": {}, "outputs": [], @@ -14940,7 +14948,7 @@ }, { "cell_type": "code", - "execution_count": 167, + "execution_count": 170, "id": "1407ff1f", "metadata": {}, "outputs": [ @@ -15228,7 +15236,7 @@ "9 0.6 0.5 0.4 1 " ] }, - "execution_count": 167, + "execution_count": 170, "metadata": {}, "output_type": "execute_result" } @@ -15239,17 +15247,17 @@ }, { "cell_type": "code", - "execution_count": 195, + "execution_count": 171, "id": "2f4f19d6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 195, + "execution_count": 171, "metadata": {}, "output_type": "execute_result" }, @@ -15283,7 +15291,7 @@ }, { "cell_type": "code", - "execution_count": 190, + "execution_count": 172, "id": "d89b5813", "metadata": {}, "outputs": [], @@ -15297,7 +15305,7 @@ }, { "cell_type": "code", - "execution_count": 191, + "execution_count": 173, "id": "c0306ce4", "metadata": {}, "outputs": [ @@ -15585,7 +15593,7 @@ "24 0.8 0.5 0.1 1 " ] }, - "execution_count": 191, + "execution_count": 173, "metadata": {}, "output_type": "execute_result" } @@ -15596,17 +15604,17 @@ }, { "cell_type": "code", - "execution_count": 194, + "execution_count": 174, "id": "26cd4a33", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 194, + "execution_count": 174, "metadata": {}, "output_type": "execute_result" }, @@ -15650,7 +15658,7 @@ }, { "cell_type": "code", - "execution_count": 169, + "execution_count": 175, "id": "7cd0fee8", "metadata": {}, "outputs": [ @@ -15823,7 +15831,7 @@ "4 0.6 0.2 0.3 1 " ] }, - "execution_count": 169, + "execution_count": 175, "metadata": {}, "output_type": "execute_result" } @@ -15834,7 +15842,7 @@ }, { "cell_type": "code", - "execution_count": 170, + "execution_count": 176, "id": "6e88ba99", "metadata": {}, "outputs": [ @@ -15844,13 +15852,13 @@ "Text(0.5, 1.0, 'Regression Plot: Population Density vs. No. of Cases (Lab Confirmed)')" ] }, - "execution_count": 170, + "execution_count": 176, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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"text/plain": [ "
" ] @@ -15870,19 +15878,19 @@ }, { "cell_type": "code", - "execution_count": 171, + "execution_count": 177, "id": "7ffdc32e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "([,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ],\n", + "([,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ],\n", " [Text(0.9352388413294948, 0.5790753920420592, 'South West'),\n", " Text(-0.10149524065232231, 1.0953075897321845, 'North Central'),\n", " Text(-1.025719479700726, 0.3973657621920542, 'North West'),\n", @@ -15897,7 +15905,7 @@ " Text(0.5370980197374164, -0.26744292324558866, '14.7%')])" ] }, - "execution_count": 171, + "execution_count": 177, "metadata": {}, "output_type": "execute_result" }, @@ -15927,7 +15935,7 @@ }, { "cell_type": "code", - "execution_count": 172, + "execution_count": 178, "id": "b6debb09", "metadata": {}, "outputs": [ @@ -16031,7 +16039,7 @@ "6 2020 16740000.00 15890000.00 17820000.00 0.00" ] }, - "execution_count": 172, + "execution_count": 178, "metadata": {}, "output_type": "execute_result" } @@ -16042,7 +16050,7 @@ }, { "cell_type": "code", - "execution_count": 173, + "execution_count": 179, "id": "7294b37b", "metadata": {}, "outputs": [], @@ -16052,7 +16060,7 @@ }, { "cell_type": "code", - "execution_count": 174, + "execution_count": 180, "id": "37143fa9", "metadata": {}, "outputs": [ @@ -16062,7 +16070,7 @@ "413801074.72" ] }, - "execution_count": 174, + "execution_count": 180, "metadata": {}, "output_type": "execute_result" } @@ -16073,7 +16081,7 @@ }, { "cell_type": "code", - "execution_count": 175, + "execution_count": 181, "id": "a3b30137", "metadata": {}, "outputs": [], @@ -16083,7 +16091,7 @@ }, { "cell_type": "code", - "execution_count": 176, + "execution_count": 182, "id": "56a29596", "metadata": {}, "outputs": [ @@ -16093,7 +16101,7 @@ "15890000.0" ] }, - "execution_count": 176, + "execution_count": 182, "metadata": {}, "output_type": "execute_result" } @@ -16104,7 +16112,7 @@ }, { "cell_type": "code", - "execution_count": 177, + "execution_count": 183, "id": "11b80273", "metadata": {}, "outputs": [], @@ -16114,7 +16122,7 @@ }, { "cell_type": "code", - "execution_count": 178, + "execution_count": 184, "id": "e4af1fa4", "metadata": {}, "outputs": [ @@ -16124,7 +16132,7 @@ "96.15999064024857" ] }, - "execution_count": 178, + "execution_count": 184, "metadata": {}, "output_type": "execute_result" } @@ -16135,7 +16143,7 @@ }, { "cell_type": "code", - "execution_count": 179, + "execution_count": 185, "id": "1ba5bae2", "metadata": {}, "outputs": [ @@ -16145,7 +16153,7 @@ "Index(['Year', 'Q1', 'Q2', 'Q3', 'Q4'], dtype='object')" ] }, - "execution_count": 179, + "execution_count": 185, "metadata": {}, "output_type": "execute_result" } @@ -16156,17 +16164,17 @@ }, { "cell_type": "code", - "execution_count": 180, + "execution_count": 186, "id": "afd1d112", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 180, + "execution_count": 186, "metadata": {}, "output_type": "execute_result" }, @@ -16215,7 +16223,7 @@ }, { "cell_type": "code", - "execution_count": 181, + "execution_count": 187, "id": "3a65e340", "metadata": {}, "outputs": [ @@ -16513,7 +16521,7 @@ "36 FCT 278.78 199.00" ] }, - "execution_count": 181, + "execution_count": 187, "metadata": {}, "output_type": "execute_result" } @@ -16524,7 +16532,7 @@ }, { "cell_type": "code", - "execution_count": 182, + "execution_count": 188, "id": "2a31bcf6", "metadata": {}, "outputs": [], @@ -16540,7 +16548,7 @@ }, { "cell_type": "code", - "execution_count": 183, + "execution_count": 189, "id": "a8d88dd6", "metadata": {}, "outputs": [ @@ -16550,7 +16558,7 @@ "'Lagos'" ] }, - "execution_count": 183, + "execution_count": 189, "metadata": {}, "output_type": "execute_result" } @@ -16561,7 +16569,7 @@ }, { "cell_type": "code", - "execution_count": 184, + "execution_count": 190, "id": "db783810", "metadata": {}, "outputs": [ @@ -16571,7 +16579,7 @@ "'Lagos'" ] }, - "execution_count": 184, + "execution_count": 190, "metadata": {}, "output_type": "execute_result" } @@ -16582,7 +16590,7 @@ }, { "cell_type": "code", - "execution_count": 185, + "execution_count": 191, "id": "f3855005", "metadata": {}, "outputs": [ @@ -16592,7 +16600,7 @@ "'Yobe'" ] }, - "execution_count": 185, + "execution_count": 191, "metadata": {}, "output_type": "execute_result" } @@ -16603,7 +16611,7 @@ }, { "cell_type": "code", - "execution_count": 186, + "execution_count": 192, "id": "e4dff866", "metadata": {}, "outputs": [ @@ -16613,7 +16621,7 @@ "'Nasarawa'" ] }, - "execution_count": 186, + "execution_count": 192, "metadata": {}, "output_type": "execute_result" } @@ -16624,7 +16632,7 @@ }, { "cell_type": "code", - "execution_count": 187, + "execution_count": 193, "id": "23650d74", "metadata": {}, "outputs": [ @@ -17037,7 +17045,7 @@ "36 28.617548 " ] }, - "execution_count": 187, + "execution_count": 193, "metadata": {}, "output_type": "execute_result" } @@ -17048,7 +17056,7 @@ }, { "cell_type": "code", - 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States AffectedNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
5BenueNorth Central6376000000.50.700.40.30.50
0Lagos267082435240372366KogiNorth Central4970000000.20.500.40.30.60
1FCT962728406694937BauchiNorth East7270000000.20.800.20.80.80
28GombeNorth East3692000100.40.900.30.80.70
9BornoNorth East6651000000.11.010.10.70.90
10AdamawaNorth East4672000000.60.900.30.70.60
11YobeNorth East3723000100.31.000.00.91.00
12TarabaNorth East3387000000.80.900.00.70.90
13KanoNorth West14726000000.10.300.80.80.50
14Kaduna4504579387748North West9227000000.90.800.40.60.40
3Plateau426228039483415KatsinaNorth West8713000000.10.300.60.90.80
4Oyo378836833744616JigawaNorth West6435000000.00.700.50.90.80
17SokotoNorth West5612000000.20.400.31.01.00
18KebbiNorth West4968000000.30.400.10.90.90
19ZamfaraNorth West4974000000.10.700.21.00.90
20ImoSouth East6018000010.90.000.90.40.01
21AbiaSouth East4190000000.60.100.90.20.01
22EnuguSouth East4801000000.40.000.70.40.11
23Akwa IbomSouth East6093000000.70.600.80.50.11
24AnambraSouth East6050000001.00.601.00.00.11
25EdoSouth South4705000000.80.100.50.40.31
26RiversSouth South7763000000.90.600.90.10.11
27DeltaSouth South6303000000.70.210.60.50.41
28EbonyiSouth South3192000010.00.600.70.30.61
29BayelsaSouth South2606000000.60.100.50.20.71
30Cross riverSouth South4272000000.70.800.40.40.60
31LagosSouth West13992000001.00.301.00.10.40
32OyoSouth West8737000000.80.200.60.20.31
33OgunSouth West5878000000.70.500.60.00.21
34OndoSouth West5185000000.50.100.60.30.31
35OsunSouth West5252000000.40.400.80.10.21
36EkitiSouth West3593000000.30.500.80.10.41
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statesNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0Lagos26708243524037236
1FCT96272840669493
2Kaduna4504579387748
3Plateau4262280394834
4Oyo3788368337446
5Rivers3279232298760
6Edo2768522603113
7Ogun2382174217533
8Kano2032198177856
9Delta184357173749
10Ondo179362169041
11Katsina1405214116724
12Enugu137634132121
13Kwara1296171109431
14Gombe116418395031
15Ebonyi109124103730
16Abia9802594510
17Osun9792093722
18Bauchi89710877514
19Borno7783770536
20Imo7346166112
21Nasarawa60026232513
22Benue5154446011
23Bayelsa4975542121
24Ekiti405243756
25Akwa Ibom395443429
26Jigawa3865731811
27Niger3816930012
28Adamawa3559623821
29Anambra299627419
30Sokoto2284017117
31Taraba203191777
32Yobe164331238
33Kebbi14351308
34Cross River9318111
35Zamfara791735
36Kogi5032
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" + ], + "text/plain": [ + " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 Lagos 26708 2435 \n", + "1 FCT 9627 2840 \n", + "2 Kaduna 4504 579 \n", + "3 Plateau 4262 280 \n", + "4 Oyo 3788 368 \n", + "5 Rivers 3279 232 \n", + "6 Edo 2768 52 \n", + "7 Ogun 2382 174 \n", + "8 Kano 2032 198 \n", + "9 Delta 1843 57 \n", + "10 Ondo 1793 62 \n", + "11 Katsina 1405 214 \n", + "12 Enugu 1376 34 \n", + "13 Kwara 1296 171 \n", + "14 Gombe 1164 183 \n", + "15 Ebonyi 1091 24 \n", + "16 Abia 980 25 \n", + "17 Osun 979 20 \n", + "18 Bauchi 897 108 \n", + "19 Borno 778 37 \n", + "20 Imo 734 61 \n", + "21 Nasarawa 600 262 \n", + "22 Benue 515 44 \n", + "23 Bayelsa 497 55 \n", + "24 Ekiti 405 24 \n", + "25 Akwa Ibom 395 44 \n", + "26 Jigawa 386 57 \n", + "27 Niger 381 69 \n", + "28 Adamawa 355 96 \n", + "29 Anambra 299 6 \n", + "30 Sokoto 228 40 \n", + "31 Taraba 203 19 \n", + "32 Yobe 164 33 \n", + "33 Kebbi 143 5 \n", + "34 Cross River 93 1 \n", + "35 Zamfara 79 1 \n", + "36 Kogi 5 0 \n", + "\n", + " No. Discharged No. of Deaths \n", + "0 24037 236 \n", + "1 6694 93 \n", + "2 3877 48 \n", + "3 3948 34 \n", + "4 3374 46 \n", + "5 2987 60 \n", + "6 2603 113 \n", + "7 2175 33 \n", + "8 1778 56 \n", + "9 1737 49 \n", + "10 1690 41 \n", + "11 1167 24 \n", + "12 1321 21 \n", + "13 1094 31 \n", + "14 950 31 \n", + "15 1037 30 \n", + "16 945 10 \n", + "17 937 22 \n", + "18 775 14 \n", + "19 705 36 \n", + "20 661 12 \n", + "21 325 13 \n", + "22 460 11 \n", + "23 421 21 \n", + "24 375 6 \n", + "25 342 9 \n", + "26 318 11 \n", + "27 300 12 \n", + "28 238 21 \n", + "29 274 19 \n", + "30 171 17 \n", + "31 177 7 \n", + "32 123 8 \n", + "33 130 8 \n", + "34 81 11 \n", + "35 73 5 \n", + "36 3 2 " + ] + }, + "execution_count": 196, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfCovidNig" + ] + }, + { + "cell_type": "code", + "execution_count": 199, + "id": "6dc47494", + "metadata": {}, + "outputs": [], + "source": [ + "dfCovidNig['states'] = dfCovidNig['states'].str.strip().str.upper()\n", + "df_Covidexternal['states'] = df_Covidexternal['states'].str.strip().str.upper()\n", + "\n", + "# Merge data frames\n", + "merged_data = pd.merge(dfCovidNig, df_Covidexternal, on='states', how='outer')" + ] + }, + { + "cell_type": "code", + "execution_count": 200, + "id": "b3504a43", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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statesNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
0LAGOS26708243524037236
1FCT96272840669493
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statesNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of DeathsregionPopulationOverall CCVI IndexAgeEpidemiologicalFragilityHealth SystemPopulation DensitySocio-EconomicTransport AvailabilityAcute IHR
0LAGOS26708.02435.024037.0236.0South West13992000.00.00.01.00.30.01.00.10.40.0
1FCT9627.02840.06694.093.0North Central4865000.00.00.00.90.40.00.90.60.20.0
2KADUNA4504.0579.03877.048.0North West9227000.00.00.00.90.80.00.40.60.40.0
3PLATEAU4262.0280.03948.034.0North Central4766000.00.00.00.40.80.00.30.50.30.0
4OYO3788.0368.03374.046.0South West8737000.00.00.00.80.20.00.60.20.31.0
5RIVERS3279.0232.02987.060.0South South7763000.00.00.00.90.60.00.90.10.11.0
6EDO2768.052.02603.0113.0South South4705000.00.00.00.80.10.00.50.40.31.0
7OGUN2382.0174.02175.033.0South West5878000.00.00.00.70.50.00.60.00.21.0
8KANO2032.0198.01778.056.0North West14726000.00.00.00.10.30.00.80.80.50.0
9DELTA1843.057.01737.049.0South South6303000.00.00.00.70.21.00.60.50.41.0
10ONDO1793.062.01690.041.0South West5185000.00.00.00.50.10.00.60.30.31.0
11KATSINA1405.0214.01167.024.0North West8713000.00.00.00.10.30.00.60.90.80.0
12ENUGU1376.034.01321.021.0South East4801000.00.00.00.40.00.00.70.40.11.0
13KWARA1296.0171.01094.031.0North Central3524000.00.00.00.30.20.00.20.60.70.0
14GOMBE1164.0183.0950.031.0North East3692000.01.00.00.40.90.00.30.80.70.0
15EBONYI1091.024.01037.030.0South South3192000.00.01.00.00.60.00.70.30.61.0
16ABIA980.025.0945.010.0South East4190000.00.00.00.60.10.00.90.20.01.0
17OSUN979.020.0937.022.0South West5252000.00.00.00.40.40.00.80.10.21.0
18BAUCHI897.0108.0775.014.0North East7270000.00.00.00.20.80.00.20.80.80.0
19BORNO778.037.0705.036.0North East6651000.00.00.00.11.01.00.10.70.90.0
20IMO734.061.0661.012.0South East6018000.00.01.00.90.00.00.90.40.01.0
21NASARAWA600.0262.0325.013.0<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
22BENUE515.044.0460.011.0North Central6376000.00.00.00.50.70.00.40.30.50.0
23BAYELSA497.055.0421.021.0South South2606000.00.00.00.60.10.00.50.20.71.0
24EKITI405.024.0375.06.0South West3593000.00.00.00.30.50.00.80.10.41.0
25AKWA IBOM395.044.0342.09.0South East6093000.00.00.00.70.60.00.80.50.11.0
26JIGAWA386.057.0318.011.0North West6435000.00.00.00.00.70.00.50.90.80.0
27NIGER381.069.0300.012.0North Central6260000.00.00.00.60.30.00.10.80.80.0
28ADAMAWA355.096.0238.021.0North East4672000.00.00.00.60.90.00.30.70.60.0
29ANAMBRA299.06.0274.019.0South East6050000.00.00.01.00.60.01.00.00.11.0
30SOKOTO228.040.0171.017.0North West5612000.00.00.00.20.40.00.31.01.00.0
31TARABA203.019.0177.07.0North East3387000.00.00.00.80.90.00.00.70.90.0
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" - ], - "text/plain": [ - " States Affected No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", - "0 Lagos 26708 2435 \n", - "1 FCT 9627 2840 \n", - "2 Kaduna 4504 579 \n", - "3 Plateau 4262 280 \n", - "4 Oyo 3788 368 \n", - "\n", - " No. Discharged No. of Deaths \n", - "0 24037 236 \n", - "1 6694 93 \n", - "2 3877 48 \n", - "3 3948 34 \n", - "4 3374 46 " - ] - }, - "execution_count": 164, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "dfCovidNig.head()" - ] - }, - { - "cell_type": "code", - "execution_count": 165, - "id": "6dc47494", - "metadata": {}, - "outputs": [], - "source": [ - "#change the column name to match the other dataset\n", - "dfCovidNig.rename(columns={'States Affected': 'states'}, inplace=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 166, - "id": "b3504a43", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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statesNo. of Cases (Lab Confirmed)No. of Cases (on admission)No. DischargedNo. of Deaths
32YOBE164.033.0123.08.0North East3723000.01.00.00.31.00.00.00.91.00.0
0Lagos2670824352403723633KEBBI143.05.0130.08.0North West4968000.00.00.00.30.40.00.10.90.90.0
1FCT9627284066949334CROSS RIVER93.01.081.011.0South South4272000.00.00.00.70.80.00.40.40.60.0
2Kaduna450457938774835ZAMFARA79.01.073.05.0North West4974000.00.00.00.10.70.00.21.00.90.0
3Plateau426228039483436KOGI5.00.03.02.0North Central4970000.00.00.00.20.50.00.40.30.60.0
4Oyo378836833744637NASSARAWANaNNaNNaNNaNNorth Central2783000.00.00.00.50.90.00.10.60.50.0
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" ], "text/plain": [ - " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", - "0 Lagos 26708 2435 \n", - "1 FCT 9627 2840 \n", - "2 Kaduna 4504 579 \n", - "3 Plateau 4262 280 \n", - "4 Oyo 3788 368 \n", + " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 LAGOS 26708.0 2435.0 \n", + "1 FCT 9627.0 2840.0 \n", + "2 KADUNA 4504.0 579.0 \n", + "3 PLATEAU 4262.0 280.0 \n", + "4 OYO 3788.0 368.0 \n", + "5 RIVERS 3279.0 232.0 \n", + "6 EDO 2768.0 52.0 \n", + "7 OGUN 2382.0 174.0 \n", + "8 KANO 2032.0 198.0 \n", + "9 DELTA 1843.0 57.0 \n", + "10 ONDO 1793.0 62.0 \n", + "11 KATSINA 1405.0 214.0 \n", + "12 ENUGU 1376.0 34.0 \n", + "13 KWARA 1296.0 171.0 \n", + "14 GOMBE 1164.0 183.0 \n", + "15 EBONYI 1091.0 24.0 \n", + "16 ABIA 980.0 25.0 \n", + "17 OSUN 979.0 20.0 \n", + "18 BAUCHI 897.0 108.0 \n", + "19 BORNO 778.0 37.0 \n", + "20 IMO 734.0 61.0 \n", + "21 NASARAWA 600.0 262.0 \n", + "22 BENUE 515.0 44.0 \n", + "23 BAYELSA 497.0 55.0 \n", + "24 EKITI 405.0 24.0 \n", + "25 AKWA IBOM 395.0 44.0 \n", + "26 JIGAWA 386.0 57.0 \n", + "27 NIGER 381.0 69.0 \n", + "28 ADAMAWA 355.0 96.0 \n", + "29 ANAMBRA 299.0 6.0 \n", + "30 SOKOTO 228.0 40.0 \n", + "31 TARABA 203.0 19.0 \n", + "32 YOBE 164.0 33.0 \n", + "33 KEBBI 143.0 5.0 \n", + "34 CROSS RIVER 93.0 1.0 \n", + "35 ZAMFARA 79.0 1.0 \n", + "36 KOGI 5.0 0.0 \n", + "37 NASSARAWA NaN NaN \n", "\n", - " No. Discharged No. of Deaths \n", - "0 24037 236 \n", - "1 6694 93 \n", - "2 3877 48 \n", - "3 3948 34 \n", - "4 3374 46 " + " No. Discharged No. of Deaths region Population \\\n", + "0 24037.0 236.0 South West 13992000.0 \n", + "1 6694.0 93.0 North Central 4865000.0 \n", + "2 3877.0 48.0 North West 9227000.0 \n", + "3 3948.0 34.0 North Central 4766000.0 \n", + "4 3374.0 46.0 South West 8737000.0 \n", + "5 2987.0 60.0 South South 7763000.0 \n", + "6 2603.0 113.0 South South 4705000.0 \n", + "7 2175.0 33.0 South West 5878000.0 \n", + "8 1778.0 56.0 North West 14726000.0 \n", + "9 1737.0 49.0 South South 6303000.0 \n", + "10 1690.0 41.0 South West 5185000.0 \n", + "11 1167.0 24.0 North West 8713000.0 \n", + "12 1321.0 21.0 South East 4801000.0 \n", + "13 1094.0 31.0 North Central 3524000.0 \n", + "14 950.0 31.0 North East 3692000.0 \n", + "15 1037.0 30.0 South South 3192000.0 \n", + "16 945.0 10.0 South East 4190000.0 \n", + "17 937.0 22.0 South West 5252000.0 \n", + "18 775.0 14.0 North East 7270000.0 \n", + "19 705.0 36.0 North East 6651000.0 \n", + "20 661.0 12.0 South East 6018000.0 \n", + "21 325.0 13.0 NaN \n", + "22 460.0 11.0 North Central 6376000.0 \n", + "23 421.0 21.0 South South 2606000.0 \n", + "24 375.0 6.0 South West 3593000.0 \n", + "25 342.0 9.0 South East 6093000.0 \n", + "26 318.0 11.0 North West 6435000.0 \n", + "27 300.0 12.0 North Central 6260000.0 \n", + "28 238.0 21.0 North East 4672000.0 \n", + "29 274.0 19.0 South East 6050000.0 \n", + "30 171.0 17.0 North West 5612000.0 \n", + "31 177.0 7.0 North East 3387000.0 \n", + "32 123.0 8.0 North East 3723000.0 \n", + "33 130.0 8.0 North West 4968000.0 \n", + "34 81.0 11.0 South South 4272000.0 \n", + "35 73.0 5.0 North West 4974000.0 \n", + "36 3.0 2.0 North Central 4970000.0 \n", + "37 NaN NaN North Central 2783000.0 \n", + "\n", + " Overall CCVI Index Age Epidemiological Fragility Health System \\\n", + "0 0.0 0.0 1.0 0.3 0.0 \n", + "1 0.0 0.0 0.9 0.4 0.0 \n", + "2 0.0 0.0 0.9 0.8 0.0 \n", + "3 0.0 0.0 0.4 0.8 0.0 \n", + "4 0.0 0.0 0.8 0.2 0.0 \n", + "5 0.0 0.0 0.9 0.6 0.0 \n", + "6 0.0 0.0 0.8 0.1 0.0 \n", + "7 0.0 0.0 0.7 0.5 0.0 \n", + "8 0.0 0.0 0.1 0.3 0.0 \n", + "9 0.0 0.0 0.7 0.2 1.0 \n", + "10 0.0 0.0 0.5 0.1 0.0 \n", + "11 0.0 0.0 0.1 0.3 0.0 \n", + "12 0.0 0.0 0.4 0.0 0.0 \n", + "13 0.0 0.0 0.3 0.2 0.0 \n", + "14 1.0 0.0 0.4 0.9 0.0 \n", + "15 0.0 1.0 0.0 0.6 0.0 \n", + "16 0.0 0.0 0.6 0.1 0.0 \n", + "17 0.0 0.0 0.4 0.4 0.0 \n", + "18 0.0 0.0 0.2 0.8 0.0 \n", + "19 0.0 0.0 0.1 1.0 1.0 \n", + "20 0.0 1.0 0.9 0.0 0.0 \n", + "21 NaN NaN NaN NaN NaN \n", + "22 0.0 0.0 0.5 0.7 0.0 \n", + "23 0.0 0.0 0.6 0.1 0.0 \n", + "24 0.0 0.0 0.3 0.5 0.0 \n", + "25 0.0 0.0 0.7 0.6 0.0 \n", + "26 0.0 0.0 0.0 0.7 0.0 \n", + "27 0.0 0.0 0.6 0.3 0.0 \n", + "28 0.0 0.0 0.6 0.9 0.0 \n", + "29 0.0 0.0 1.0 0.6 0.0 \n", + "30 0.0 0.0 0.2 0.4 0.0 \n", + "31 0.0 0.0 0.8 0.9 0.0 \n", + "32 1.0 0.0 0.3 1.0 0.0 \n", + "33 0.0 0.0 0.3 0.4 0.0 \n", + "34 0.0 0.0 0.7 0.8 0.0 \n", + "35 0.0 0.0 0.1 0.7 0.0 \n", + "36 0.0 0.0 0.2 0.5 0.0 \n", + "37 0.0 0.0 0.5 0.9 0.0 \n", + "\n", + " Population Density Socio-Economic Transport Availability Acute IHR \n", + "0 1.0 0.1 0.4 0.0 \n", + "1 0.9 0.6 0.2 0.0 \n", + "2 0.4 0.6 0.4 0.0 \n", + "3 0.3 0.5 0.3 0.0 \n", + "4 0.6 0.2 0.3 1.0 \n", + "5 0.9 0.1 0.1 1.0 \n", + "6 0.5 0.4 0.3 1.0 \n", + "7 0.6 0.0 0.2 1.0 \n", + "8 0.8 0.8 0.5 0.0 \n", + "9 0.6 0.5 0.4 1.0 \n", + "10 0.6 0.3 0.3 1.0 \n", + "11 0.6 0.9 0.8 0.0 \n", + "12 0.7 0.4 0.1 1.0 \n", + "13 0.2 0.6 0.7 0.0 \n", + "14 0.3 0.8 0.7 0.0 \n", + "15 0.7 0.3 0.6 1.0 \n", + "16 0.9 0.2 0.0 1.0 \n", + "17 0.8 0.1 0.2 1.0 \n", + "18 0.2 0.8 0.8 0.0 \n", + "19 0.1 0.7 0.9 0.0 \n", + "20 0.9 0.4 0.0 1.0 \n", + "21 NaN NaN NaN NaN \n", + "22 0.4 0.3 0.5 0.0 \n", + "23 0.5 0.2 0.7 1.0 \n", + "24 0.8 0.1 0.4 1.0 \n", + "25 0.8 0.5 0.1 1.0 \n", + "26 0.5 0.9 0.8 0.0 \n", + "27 0.1 0.8 0.8 0.0 \n", + "28 0.3 0.7 0.6 0.0 \n", + "29 1.0 0.0 0.1 1.0 \n", + "30 0.3 1.0 1.0 0.0 \n", + "31 0.0 0.7 0.9 0.0 \n", + "32 0.0 0.9 1.0 0.0 \n", + "33 0.1 0.9 0.9 0.0 \n", + "34 0.4 0.4 0.6 0.0 \n", + "35 0.2 1.0 0.9 0.0 \n", + "36 0.4 0.3 0.6 0.0 \n", + "37 0.1 0.6 0.5 0.0 " ] }, - "execution_count": 166, + "execution_count": 201, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfCovidNig.head()" + "merged_data" ] }, { "cell_type": "code", - "execution_count": 167, - "id": "0107bae5", + "execution_count": 203, + "id": "9a5fa355", "metadata": {}, "outputs": [], "source": [ - "merged_data = pd.merge(dfCovidNig, df_Covidexternal, on='states')" + "merged_data = merged_data.dropna()" ] }, { "cell_type": "code", - "execution_count": 168, - "id": "807fa5be", + "execution_count": 204, + "id": "e72bd16e", "metadata": {}, "outputs": [ { @@ -14133,801 +15975,847 @@ " \n", " \n", " 0\n", - " Lagos\n", - " 26708\n", - " 2435\n", - " 24037\n", - " 236\n", + " LAGOS\n", + " 26708.0\n", + " 2435.0\n", + " 24037.0\n", + " 236.0\n", " South West\n", - " 13992000\n", - " 0\n", - " 0\n", + " 13992000.0\n", + " 0.0\n", + " 0.0\n", " 1.0\n", " 0.3\n", - " 0\n", + " 0.0\n", " 1.0\n", " 0.1\n", " 0.4\n", - " 0\n", + " 0.0\n", " \n", " \n", " 1\n", " FCT\n", - " 9627\n", - " 2840\n", - " 6694\n", - " 93\n", + " 9627.0\n", + " 2840.0\n", + " 6694.0\n", + " 93.0\n", " North Central\n", - " 4865000\n", - " 0\n", - " 0\n", + " 4865000.0\n", + " 0.0\n", + " 0.0\n", " 0.9\n", " 0.4\n", - " 0\n", + " 0.0\n", " 0.9\n", " 0.6\n", " 0.2\n", - " 0\n", + " 0.0\n", " \n", " \n", " 2\n", - " Kaduna\n", - " 4504\n", - " 579\n", - " 3877\n", - " 48\n", + " KADUNA\n", + " 4504.0\n", + " 579.0\n", + " 3877.0\n", + " 48.0\n", " North West\n", - " 9227000\n", - " 0\n", - " 0\n", + " 9227000.0\n", + " 0.0\n", + " 0.0\n", " 0.9\n", " 0.8\n", - " 0\n", + " 0.0\n", " 0.4\n", " 0.6\n", " 0.4\n", - " 0\n", + " 0.0\n", " \n", " \n", " 3\n", - " Plateau\n", - " 4262\n", - " 280\n", - " 3948\n", - " 34\n", + " PLATEAU\n", + " 4262.0\n", + " 280.0\n", + " 3948.0\n", + " 34.0\n", " North Central\n", - " 4766000\n", - " 0\n", - " 0\n", + " 4766000.0\n", + " 0.0\n", + " 0.0\n", " 0.4\n", " 0.8\n", - " 0\n", + " 0.0\n", " 0.3\n", " 0.5\n", " 0.3\n", - " 0\n", + " 0.0\n", " \n", " \n", " 4\n", - " Oyo\n", - " 3788\n", - " 368\n", - " 3374\n", - " 46\n", + " OYO\n", + " 3788.0\n", + " 368.0\n", + " 3374.0\n", + " 46.0\n", " South West\n", - " 8737000\n", - " 0\n", - " 0\n", + " 8737000.0\n", + " 0.0\n", + " 0.0\n", " 0.8\n", " 0.2\n", - " 0\n", + " 0.0\n", " 0.6\n", " 0.2\n", " 0.3\n", - " 1\n", + " 1.0\n", " \n", " \n", " 5\n", - " Rivers\n", - " 3279\n", - " 232\n", - " 2987\n", - " 60\n", + " RIVERS\n", + " 3279.0\n", + " 232.0\n", + " 2987.0\n", + " 60.0\n", " South South\n", - " 7763000\n", - " 0\n", - " 0\n", + " 7763000.0\n", + " 0.0\n", + " 0.0\n", " 0.9\n", " 0.6\n", - " 0\n", + " 0.0\n", " 0.9\n", " 0.1\n", " 0.1\n", - " 1\n", + " 1.0\n", " \n", " \n", " 6\n", - " Edo\n", - " 2768\n", - " 52\n", - " 2603\n", - " 113\n", + " EDO\n", + " 2768.0\n", + " 52.0\n", + " 2603.0\n", + " 113.0\n", " South South\n", - " 4705000\n", - " 0\n", - " 0\n", + " 4705000.0\n", + " 0.0\n", + " 0.0\n", " 0.8\n", " 0.1\n", - " 0\n", + " 0.0\n", " 0.5\n", " 0.4\n", " 0.3\n", - " 1\n", + " 1.0\n", " \n", " \n", " 7\n", - " Ogun\n", - " 2382\n", - " 174\n", - " 2175\n", - " 33\n", + " OGUN\n", + " 2382.0\n", + " 174.0\n", + " 2175.0\n", + " 33.0\n", " South West\n", - " 5878000\n", - " 0\n", - " 0\n", + " 5878000.0\n", + " 0.0\n", + " 0.0\n", " 0.7\n", " 0.5\n", - " 0\n", + " 0.0\n", " 0.6\n", " 0.0\n", " 0.2\n", - " 1\n", + " 1.0\n", " \n", " \n", " 8\n", - " Kano\n", - " 2032\n", - " 198\n", - " 1778\n", - " 56\n", + " KANO\n", + " 2032.0\n", + " 198.0\n", + " 1778.0\n", + " 56.0\n", " North West\n", - " 14726000\n", - " 0\n", - " 0\n", + " 14726000.0\n", + " 0.0\n", + " 0.0\n", " 0.1\n", " 0.3\n", - " 0\n", + " 0.0\n", " 0.8\n", " 0.8\n", " 0.5\n", - " 0\n", + " 0.0\n", " \n", " \n", " 9\n", - " Delta\n", - " 1843\n", - " 57\n", - " 1737\n", - " 49\n", + " DELTA\n", + " 1843.0\n", + " 57.0\n", + " 1737.0\n", + " 49.0\n", " South South\n", - " 6303000\n", - " 0\n", - " 0\n", + " 6303000.0\n", + " 0.0\n", + " 0.0\n", " 0.7\n", " 0.2\n", - " 1\n", + " 1.0\n", " 0.6\n", " 0.5\n", " 0.4\n", - " 1\n", + " 1.0\n", " \n", " \n", " 10\n", - " Ondo\n", - " 1793\n", - " 62\n", - " 1690\n", - " 41\n", + " ONDO\n", + " 1793.0\n", + " 62.0\n", + " 1690.0\n", + " 41.0\n", " South West\n", - " 5185000\n", - " 0\n", - " 0\n", + " 5185000.0\n", + " 0.0\n", + " 0.0\n", " 0.5\n", " 0.1\n", - " 0\n", + " 0.0\n", " 0.6\n", " 0.3\n", " 0.3\n", - " 1\n", + " 1.0\n", " \n", " \n", " 11\n", - " Katsina\n", - " 1405\n", - " 214\n", - " 1167\n", - " 24\n", + " KATSINA\n", + " 1405.0\n", + " 214.0\n", + " 1167.0\n", + " 24.0\n", " North West\n", - " 8713000\n", - " 0\n", - " 0\n", + " 8713000.0\n", + " 0.0\n", + " 0.0\n", " 0.1\n", " 0.3\n", - " 0\n", + " 0.0\n", " 0.6\n", " 0.9\n", " 0.8\n", - " 0\n", + " 0.0\n", " \n", " \n", " 12\n", - " Enugu\n", - " 1376\n", - " 34\n", - " 1321\n", - " 21\n", + " ENUGU\n", + " 1376.0\n", + " 34.0\n", + " 1321.0\n", + " 21.0\n", " South East\n", - " 4801000\n", - " 0\n", - " 0\n", + " 4801000.0\n", + " 0.0\n", + " 0.0\n", " 0.4\n", " 0.0\n", - " 0\n", + " 0.0\n", " 0.7\n", " 0.4\n", " 0.1\n", - " 1\n", + " 1.0\n", " \n", " \n", " 13\n", - " Kwara\n", - " 1296\n", - " 171\n", - " 1094\n", - " 31\n", + " KWARA\n", + " 1296.0\n", + " 171.0\n", + " 1094.0\n", + " 31.0\n", " North Central\n", - " 3524000\n", - " 0\n", - " 0\n", + " 3524000.0\n", + " 0.0\n", + " 0.0\n", " 0.3\n", " 0.2\n", - " 0\n", + " 0.0\n", " 0.2\n", " 0.6\n", " 0.7\n", - " 0\n", + " 0.0\n", " \n", " \n", " 14\n", - " Gombe\n", - " 1164\n", - " 183\n", - " 950\n", - " 31\n", + " GOMBE\n", + " 1164.0\n", + " 183.0\n", + " 950.0\n", + " 31.0\n", " North East\n", - " 3692000\n", - " 1\n", - " 0\n", + " 3692000.0\n", + " 1.0\n", + " 0.0\n", " 0.4\n", " 0.9\n", - " 0\n", + " 0.0\n", " 0.3\n", " 0.8\n", " 0.7\n", - " 0\n", + " 0.0\n", " \n", " \n", " 15\n", - " Ebonyi\n", - " 1091\n", - " 24\n", - " 1037\n", - " 30\n", + " EBONYI\n", + " 1091.0\n", + " 24.0\n", + " 1037.0\n", + " 30.0\n", " South South\n", - " 3192000\n", - " 0\n", - " 1\n", + " 3192000.0\n", + " 0.0\n", + " 1.0\n", " 0.0\n", " 0.6\n", - " 0\n", + " 0.0\n", " 0.7\n", " 0.3\n", " 0.6\n", - " 1\n", + " 1.0\n", " \n", " \n", " 16\n", - " Abia\n", - " 980\n", - " 25\n", - " 945\n", - " 10\n", + " ABIA\n", + " 980.0\n", + " 25.0\n", + " 945.0\n", + " 10.0\n", " South East\n", - " 4190000\n", - " 0\n", - " 0\n", + " 4190000.0\n", + " 0.0\n", + " 0.0\n", " 0.6\n", " 0.1\n", - " 0\n", + " 0.0\n", " 0.9\n", " 0.2\n", " 0.0\n", - " 1\n", + " 1.0\n", " \n", " \n", " 17\n", - " Osun\n", - " 979\n", - " 20\n", - " 937\n", - " 22\n", + " OSUN\n", + " 979.0\n", + " 20.0\n", + " 937.0\n", + " 22.0\n", " South West\n", - " 5252000\n", - " 0\n", - " 0\n", + " 5252000.0\n", + " 0.0\n", + " 0.0\n", " 0.4\n", " 0.4\n", - " 0\n", + " 0.0\n", " 0.8\n", " 0.1\n", " 0.2\n", - " 1\n", + " 1.0\n", " \n", " \n", " 18\n", - " Bauchi\n", - " 897\n", - " 108\n", - " 775\n", - " 14\n", + " BAUCHI\n", + " 897.0\n", + " 108.0\n", + " 775.0\n", + " 14.0\n", " North East\n", - " 7270000\n", - " 0\n", - " 0\n", + " 7270000.0\n", + " 0.0\n", + " 0.0\n", " 0.2\n", " 0.8\n", - " 0\n", + " 0.0\n", " 0.2\n", " 0.8\n", " 0.8\n", - " 0\n", + " 0.0\n", " \n", " \n", " 19\n", - " Borno\n", - " 778\n", - " 37\n", - " 705\n", - " 36\n", + " BORNO\n", + " 778.0\n", + " 37.0\n", + " 705.0\n", + " 36.0\n", " North East\n", - " 6651000\n", - " 0\n", - " 0\n", + " 6651000.0\n", + " 0.0\n", + " 0.0\n", " 0.1\n", " 1.0\n", - " 1\n", + " 1.0\n", " 0.1\n", " 0.7\n", " 0.9\n", - " 0\n", + " 0.0\n", " \n", " \n", " 20\n", - " Imo\n", - " 734\n", - " 61\n", - " 661\n", - " 12\n", + " IMO\n", + " 734.0\n", + " 61.0\n", + " 661.0\n", + " 12.0\n", " South East\n", - " 6018000\n", - " 0\n", - " 1\n", + " 6018000.0\n", + " 0.0\n", + " 1.0\n", " 0.9\n", " 0.0\n", - " 0\n", + " 0.0\n", " 0.9\n", " 0.4\n", " 0.0\n", - " 1\n", + " 1.0\n", " \n", " \n", - " 21\n", - " Benue\n", - " 515\n", - " 44\n", - " 460\n", - " 11\n", + " 22\n", + " BENUE\n", + " 515.0\n", + " 44.0\n", + " 460.0\n", + " 11.0\n", " North Central\n", - " 6376000\n", - " 0\n", - " 0\n", + " 6376000.0\n", + " 0.0\n", + " 0.0\n", " 0.5\n", " 0.7\n", - " 0\n", + " 0.0\n", " 0.4\n", " 0.3\n", " 0.5\n", - " 0\n", + " 0.0\n", " \n", - " \n", - " 22\n", - " Bayelsa\n", - " 497\n", - " 55\n", - " 421\n", - " 21\n", + " \n", + " 23\n", + " BAYELSA\n", + " 497.0\n", + " 55.0\n", + " 421.0\n", + " 21.0\n", " South South\n", - " 2606000\n", - " 0\n", - " 0\n", + " 2606000.0\n", + " 0.0\n", + " 0.0\n", " 0.6\n", " 0.1\n", - " 0\n", + " 0.0\n", " 0.5\n", " 0.2\n", " 0.7\n", - " 1\n", + " 1.0\n", " \n", " \n", - " 23\n", - " Ekiti\n", - " 405\n", - " 24\n", - " 375\n", - " 6\n", + " 24\n", + " EKITI\n", + " 405.0\n", + " 24.0\n", + " 375.0\n", + " 6.0\n", " South West\n", - " 3593000\n", - " 0\n", - " 0\n", + " 3593000.0\n", + " 0.0\n", + " 0.0\n", " 0.3\n", " 0.5\n", - " 0\n", + " 0.0\n", " 0.8\n", " 0.1\n", " 0.4\n", - " 1\n", + " 1.0\n", " \n", " \n", - " 24\n", - " Akwa Ibom\n", - " 395\n", - " 44\n", - " 342\n", - " 9\n", + " 25\n", + " AKWA IBOM\n", + " 395.0\n", + " 44.0\n", + " 342.0\n", + " 9.0\n", " South East\n", - " 6093000\n", - " 0\n", - " 0\n", + " 6093000.0\n", + " 0.0\n", + " 0.0\n", " 0.7\n", " 0.6\n", - " 0\n", + " 0.0\n", " 0.8\n", " 0.5\n", " 0.1\n", - " 1\n", + " 1.0\n", " \n", " \n", - " 25\n", - " Jigawa\n", - " 386\n", - " 57\n", - " 318\n", - " 11\n", + " 26\n", + " JIGAWA\n", + " 386.0\n", + " 57.0\n", + " 318.0\n", + " 11.0\n", " North West\n", - " 6435000\n", - " 0\n", - " 0\n", + " 6435000.0\n", + " 0.0\n", + " 0.0\n", " 0.0\n", " 0.7\n", - " 0\n", + " 0.0\n", " 0.5\n", " 0.9\n", " 0.8\n", - " 0\n", + " 0.0\n", " \n", " \n", - " 26\n", - " Niger\n", - " 381\n", - " 69\n", - " 300\n", - " 12\n", + " 27\n", + " NIGER\n", + " 381.0\n", + " 69.0\n", + " 300.0\n", + " 12.0\n", " North Central\n", - " 6260000\n", - " 0\n", - " 0\n", + " 6260000.0\n", + " 0.0\n", + " 0.0\n", " 0.6\n", " 0.3\n", - " 0\n", + " 0.0\n", " 0.1\n", " 0.8\n", " 0.8\n", - " 0\n", + " 0.0\n", " \n", " \n", - " 27\n", - " Adamawa\n", - " 355\n", - " 96\n", - " 238\n", - " 21\n", + " 28\n", + " ADAMAWA\n", + " 355.0\n", + " 96.0\n", + " 238.0\n", + " 21.0\n", " North East\n", - " 4672000\n", - " 0\n", - " 0\n", + " 4672000.0\n", + " 0.0\n", + " 0.0\n", " 0.6\n", " 0.9\n", - " 0\n", + " 0.0\n", " 0.3\n", " 0.7\n", " 0.6\n", - " 0\n", + " 0.0\n", " \n", " \n", - " 28\n", - " Anambra\n", - " 299\n", - " 6\n", - " 274\n", - " 19\n", + " 29\n", + " ANAMBRA\n", + " 299.0\n", + " 6.0\n", + " 274.0\n", + " 19.0\n", " South East\n", - " 6050000\n", - " 0\n", - " 0\n", + " 6050000.0\n", + " 0.0\n", + " 0.0\n", " 1.0\n", " 0.6\n", - " 0\n", + " 0.0\n", " 1.0\n", " 0.0\n", " 0.1\n", - " 1\n", + " 1.0\n", " \n", " \n", - " 29\n", - " Sokoto\n", - " 228\n", - " 40\n", - " 171\n", - " 17\n", + " 30\n", + " SOKOTO\n", + " 228.0\n", + " 40.0\n", + " 171.0\n", + " 17.0\n", " North West\n", - " 5612000\n", - " 0\n", - " 0\n", + " 5612000.0\n", + " 0.0\n", + " 0.0\n", " 0.2\n", " 0.4\n", - " 0\n", + " 0.0\n", " 0.3\n", " 1.0\n", " 1.0\n", - " 0\n", + " 0.0\n", " \n", " \n", - " 30\n", - " Taraba\n", - " 203\n", - " 19\n", - " 177\n", - " 7\n", + " 31\n", + " TARABA\n", + " 203.0\n", + " 19.0\n", + " 177.0\n", + " 7.0\n", " North East\n", - " 3387000\n", - " 0\n", - " 0\n", + " 3387000.0\n", + " 0.0\n", + " 0.0\n", " 0.8\n", " 0.9\n", - " 0\n", + " 0.0\n", " 0.0\n", " 0.7\n", " 0.9\n", - " 0\n", + " 0.0\n", " \n", " \n", - " 31\n", - " Yobe\n", - " 164\n", - " 33\n", - " 123\n", - " 8\n", + " 32\n", + " YOBE\n", + " 164.0\n", + " 33.0\n", + " 123.0\n", + " 8.0\n", " North East\n", - " 3723000\n", - " 1\n", - " 0\n", + " 3723000.0\n", + " 1.0\n", + " 0.0\n", " 0.3\n", " 1.0\n", - " 0\n", + " 0.0\n", " 0.0\n", " 0.9\n", " 1.0\n", - " 0\n", + " 0.0\n", " \n", " \n", - " 32\n", - " Kebbi\n", - " 143\n", - " 5\n", - " 130\n", - " 8\n", + " 33\n", + " KEBBI\n", + " 143.0\n", + " 5.0\n", + " 130.0\n", + " 8.0\n", " North West\n", - " 4968000\n", - " 0\n", - " 0\n", + " 4968000.0\n", + " 0.0\n", + " 0.0\n", " 0.3\n", " 0.4\n", - " 0\n", + " 0.0\n", " 0.1\n", " 0.9\n", " 0.9\n", - " 0\n", + " 0.0\n", " \n", " \n", - " 33\n", - " Kogi\n", - " 5\n", - " 0\n", - " 3\n", - " 2\n", + " 34\n", + " CROSS RIVER\n", + " 93.0\n", + " 1.0\n", + " 81.0\n", + " 11.0\n", + " South South\n", + " 4272000.0\n", + " 0.0\n", + " 0.0\n", + " 0.7\n", + " 0.8\n", + " 0.0\n", + " 0.4\n", + " 0.4\n", + " 0.6\n", + " 0.0\n", + " \n", + " \n", + " 35\n", + " ZAMFARA\n", + " 79.0\n", + " 1.0\n", + " 73.0\n", + " 5.0\n", + " North West\n", + " 4974000.0\n", + " 0.0\n", + " 0.0\n", + " 0.1\n", + " 0.7\n", + " 0.0\n", + " 0.2\n", + " 1.0\n", + " 0.9\n", + " 0.0\n", + " \n", + " \n", + " 36\n", + " KOGI\n", + " 5.0\n", + " 0.0\n", + " 3.0\n", + " 2.0\n", " North Central\n", - " 4970000\n", - " 0\n", - " 0\n", + " 4970000.0\n", + " 0.0\n", + " 0.0\n", " 0.2\n", " 0.5\n", - " 0\n", + " 0.0\n", " 0.4\n", " 0.3\n", " 0.6\n", - " 0\n", + " 0.0\n", " \n", " \n", "\n", "" ], "text/plain": [ - " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", - "0 Lagos 26708 2435 \n", - "1 FCT 9627 2840 \n", - "2 Kaduna 4504 579 \n", - "3 Plateau 4262 280 \n", - "4 Oyo 3788 368 \n", - "5 Rivers 3279 232 \n", - "6 Edo 2768 52 \n", - "7 Ogun 2382 174 \n", - "8 Kano 2032 198 \n", - "9 Delta 1843 57 \n", - "10 Ondo 1793 62 \n", - "11 Katsina 1405 214 \n", - "12 Enugu 1376 34 \n", - "13 Kwara 1296 171 \n", - "14 Gombe 1164 183 \n", - "15 Ebonyi 1091 24 \n", - "16 Abia 980 25 \n", - "17 Osun 979 20 \n", - "18 Bauchi 897 108 \n", - "19 Borno 778 37 \n", - "20 Imo 734 61 \n", - "21 Benue 515 44 \n", - "22 Bayelsa 497 55 \n", - "23 Ekiti 405 24 \n", - "24 Akwa Ibom 395 44 \n", - "25 Jigawa 386 57 \n", - "26 Niger 381 69 \n", - "27 Adamawa 355 96 \n", - "28 Anambra 299 6 \n", - "29 Sokoto 228 40 \n", - "30 Taraba 203 19 \n", - "31 Yobe 164 33 \n", - "32 Kebbi 143 5 \n", - "33 Kogi 5 0 \n", + " states No. of Cases (Lab Confirmed) No. of Cases (on admission) \\\n", + "0 LAGOS 26708.0 2435.0 \n", + "1 FCT 9627.0 2840.0 \n", + "2 KADUNA 4504.0 579.0 \n", + "3 PLATEAU 4262.0 280.0 \n", + "4 OYO 3788.0 368.0 \n", + "5 RIVERS 3279.0 232.0 \n", + "6 EDO 2768.0 52.0 \n", + "7 OGUN 2382.0 174.0 \n", + "8 KANO 2032.0 198.0 \n", + "9 DELTA 1843.0 57.0 \n", + "10 ONDO 1793.0 62.0 \n", + "11 KATSINA 1405.0 214.0 \n", + "12 ENUGU 1376.0 34.0 \n", + "13 KWARA 1296.0 171.0 \n", + "14 GOMBE 1164.0 183.0 \n", + "15 EBONYI 1091.0 24.0 \n", + "16 ABIA 980.0 25.0 \n", + "17 OSUN 979.0 20.0 \n", + "18 BAUCHI 897.0 108.0 \n", + "19 BORNO 778.0 37.0 \n", + "20 IMO 734.0 61.0 \n", + "22 BENUE 515.0 44.0 \n", + "23 BAYELSA 497.0 55.0 \n", + "24 EKITI 405.0 24.0 \n", + "25 AKWA IBOM 395.0 44.0 \n", + "26 JIGAWA 386.0 57.0 \n", + "27 NIGER 381.0 69.0 \n", + "28 ADAMAWA 355.0 96.0 \n", + "29 ANAMBRA 299.0 6.0 \n", + "30 SOKOTO 228.0 40.0 \n", + "31 TARABA 203.0 19.0 \n", + "32 YOBE 164.0 33.0 \n", + "33 KEBBI 143.0 5.0 \n", + "34 CROSS RIVER 93.0 1.0 \n", + "35 ZAMFARA 79.0 1.0 \n", + "36 KOGI 5.0 0.0 \n", "\n", " No. Discharged No. of Deaths region Population \\\n", - "0 24037 236 South West 13992000 \n", - "1 6694 93 North Central 4865000 \n", - "2 3877 48 North West 9227000 \n", - "3 3948 34 North Central 4766000 \n", - "4 3374 46 South West 8737000 \n", - "5 2987 60 South South 7763000 \n", - "6 2603 113 South South 4705000 \n", - "7 2175 33 South West 5878000 \n", - "8 1778 56 North West 14726000 \n", - "9 1737 49 South South 6303000 \n", - "10 1690 41 South West 5185000 \n", - "11 1167 24 North West 8713000 \n", - "12 1321 21 South East 4801000 \n", - "13 1094 31 North Central 3524000 \n", - "14 950 31 North East 3692000 \n", - "15 1037 30 South South 3192000 \n", - "16 945 10 South East 4190000 \n", - "17 937 22 South West 5252000 \n", - "18 775 14 North East 7270000 \n", - "19 705 36 North East 6651000 \n", - "20 661 12 South East 6018000 \n", - "21 460 11 North Central 6376000 \n", - "22 421 21 South South 2606000 \n", - "23 375 6 South West 3593000 \n", - "24 342 9 South East 6093000 \n", - "25 318 11 North West 6435000 \n", - "26 300 12 North Central 6260000 \n", - "27 238 21 North East 4672000 \n", - "28 274 19 South East 6050000 \n", - "29 171 17 North West 5612000 \n", - "30 177 7 North East 3387000 \n", - "31 123 8 North East 3723000 \n", - "32 130 8 North West 4968000 \n", - "33 3 2 North Central 4970000 \n", + "0 24037.0 236.0 South West 13992000.0 \n", + "1 6694.0 93.0 North Central 4865000.0 \n", + "2 3877.0 48.0 North West 9227000.0 \n", + "3 3948.0 34.0 North Central 4766000.0 \n", + "4 3374.0 46.0 South West 8737000.0 \n", + "5 2987.0 60.0 South South 7763000.0 \n", + "6 2603.0 113.0 South South 4705000.0 \n", + "7 2175.0 33.0 South West 5878000.0 \n", + "8 1778.0 56.0 North West 14726000.0 \n", + "9 1737.0 49.0 South South 6303000.0 \n", + "10 1690.0 41.0 South West 5185000.0 \n", + "11 1167.0 24.0 North West 8713000.0 \n", + "12 1321.0 21.0 South East 4801000.0 \n", + "13 1094.0 31.0 North Central 3524000.0 \n", + "14 950.0 31.0 North East 3692000.0 \n", + "15 1037.0 30.0 South South 3192000.0 \n", + "16 945.0 10.0 South East 4190000.0 \n", + "17 937.0 22.0 South West 5252000.0 \n", + "18 775.0 14.0 North East 7270000.0 \n", + "19 705.0 36.0 North East 6651000.0 \n", + "20 661.0 12.0 South East 6018000.0 \n", + "22 460.0 11.0 North Central 6376000.0 \n", + "23 421.0 21.0 South South 2606000.0 \n", + "24 375.0 6.0 South West 3593000.0 \n", + "25 342.0 9.0 South East 6093000.0 \n", + "26 318.0 11.0 North West 6435000.0 \n", + "27 300.0 12.0 North Central 6260000.0 \n", + "28 238.0 21.0 North East 4672000.0 \n", + "29 274.0 19.0 South East 6050000.0 \n", + "30 171.0 17.0 North West 5612000.0 \n", + "31 177.0 7.0 North East 3387000.0 \n", + "32 123.0 8.0 North East 3723000.0 \n", + "33 130.0 8.0 North West 4968000.0 \n", + "34 81.0 11.0 South South 4272000.0 \n", + "35 73.0 5.0 North West 4974000.0 \n", + "36 3.0 2.0 North Central 4970000.0 \n", "\n", " Overall CCVI Index Age Epidemiological Fragility Health System \\\n", - "0 0 0 1.0 0.3 0 \n", - "1 0 0 0.9 0.4 0 \n", - "2 0 0 0.9 0.8 0 \n", - "3 0 0 0.4 0.8 0 \n", - "4 0 0 0.8 0.2 0 \n", - "5 0 0 0.9 0.6 0 \n", - "6 0 0 0.8 0.1 0 \n", - "7 0 0 0.7 0.5 0 \n", - "8 0 0 0.1 0.3 0 \n", - "9 0 0 0.7 0.2 1 \n", - "10 0 0 0.5 0.1 0 \n", - "11 0 0 0.1 0.3 0 \n", - "12 0 0 0.4 0.0 0 \n", - "13 0 0 0.3 0.2 0 \n", - "14 1 0 0.4 0.9 0 \n", - "15 0 1 0.0 0.6 0 \n", - "16 0 0 0.6 0.1 0 \n", - "17 0 0 0.4 0.4 0 \n", - "18 0 0 0.2 0.8 0 \n", - "19 0 0 0.1 1.0 1 \n", - "20 0 1 0.9 0.0 0 \n", - "21 0 0 0.5 0.7 0 \n", - "22 0 0 0.6 0.1 0 \n", - "23 0 0 0.3 0.5 0 \n", - "24 0 0 0.7 0.6 0 \n", - "25 0 0 0.0 0.7 0 \n", - "26 0 0 0.6 0.3 0 \n", - "27 0 0 0.6 0.9 0 \n", - "28 0 0 1.0 0.6 0 \n", - "29 0 0 0.2 0.4 0 \n", - "30 0 0 0.8 0.9 0 \n", - "31 1 0 0.3 1.0 0 \n", - "32 0 0 0.3 0.4 0 \n", - "33 0 0 0.2 0.5 0 \n", + "0 0.0 0.0 1.0 0.3 0.0 \n", + "1 0.0 0.0 0.9 0.4 0.0 \n", + "2 0.0 0.0 0.9 0.8 0.0 \n", + "3 0.0 0.0 0.4 0.8 0.0 \n", + "4 0.0 0.0 0.8 0.2 0.0 \n", + "5 0.0 0.0 0.9 0.6 0.0 \n", + "6 0.0 0.0 0.8 0.1 0.0 \n", + "7 0.0 0.0 0.7 0.5 0.0 \n", + "8 0.0 0.0 0.1 0.3 0.0 \n", + "9 0.0 0.0 0.7 0.2 1.0 \n", + "10 0.0 0.0 0.5 0.1 0.0 \n", + "11 0.0 0.0 0.1 0.3 0.0 \n", + "12 0.0 0.0 0.4 0.0 0.0 \n", + "13 0.0 0.0 0.3 0.2 0.0 \n", + "14 1.0 0.0 0.4 0.9 0.0 \n", + "15 0.0 1.0 0.0 0.6 0.0 \n", + "16 0.0 0.0 0.6 0.1 0.0 \n", + "17 0.0 0.0 0.4 0.4 0.0 \n", + "18 0.0 0.0 0.2 0.8 0.0 \n", + "19 0.0 0.0 0.1 1.0 1.0 \n", + "20 0.0 1.0 0.9 0.0 0.0 \n", + "22 0.0 0.0 0.5 0.7 0.0 \n", + "23 0.0 0.0 0.6 0.1 0.0 \n", + "24 0.0 0.0 0.3 0.5 0.0 \n", + "25 0.0 0.0 0.7 0.6 0.0 \n", + "26 0.0 0.0 0.0 0.7 0.0 \n", + "27 0.0 0.0 0.6 0.3 0.0 \n", + "28 0.0 0.0 0.6 0.9 0.0 \n", + "29 0.0 0.0 1.0 0.6 0.0 \n", + "30 0.0 0.0 0.2 0.4 0.0 \n", + "31 0.0 0.0 0.8 0.9 0.0 \n", + "32 1.0 0.0 0.3 1.0 0.0 \n", + "33 0.0 0.0 0.3 0.4 0.0 \n", + "34 0.0 0.0 0.7 0.8 0.0 \n", + "35 0.0 0.0 0.1 0.7 0.0 \n", + "36 0.0 0.0 0.2 0.5 0.0 \n", "\n", " Population Density Socio-Economic Transport Availability Acute IHR \n", - "0 1.0 0.1 0.4 0 \n", - "1 0.9 0.6 0.2 0 \n", - "2 0.4 0.6 0.4 0 \n", - "3 0.3 0.5 0.3 0 \n", - "4 0.6 0.2 0.3 1 \n", - "5 0.9 0.1 0.1 1 \n", - "6 0.5 0.4 0.3 1 \n", - "7 0.6 0.0 0.2 1 \n", - "8 0.8 0.8 0.5 0 \n", - "9 0.6 0.5 0.4 1 \n", - "10 0.6 0.3 0.3 1 \n", - "11 0.6 0.9 0.8 0 \n", - "12 0.7 0.4 0.1 1 \n", - "13 0.2 0.6 0.7 0 \n", - "14 0.3 0.8 0.7 0 \n", - "15 0.7 0.3 0.6 1 \n", - "16 0.9 0.2 0.0 1 \n", - "17 0.8 0.1 0.2 1 \n", - "18 0.2 0.8 0.8 0 \n", - "19 0.1 0.7 0.9 0 \n", - "20 0.9 0.4 0.0 1 \n", - "21 0.4 0.3 0.5 0 \n", - "22 0.5 0.2 0.7 1 \n", - "23 0.8 0.1 0.4 1 \n", - "24 0.8 0.5 0.1 1 \n", - "25 0.5 0.9 0.8 0 \n", - "26 0.1 0.8 0.8 0 \n", - "27 0.3 0.7 0.6 0 \n", - "28 1.0 0.0 0.1 1 \n", - "29 0.3 1.0 1.0 0 \n", - "30 0.0 0.7 0.9 0 \n", - "31 0.0 0.9 1.0 0 \n", - "32 0.1 0.9 0.9 0 \n", - "33 0.4 0.3 0.6 0 " + "0 1.0 0.1 0.4 0.0 \n", + "1 0.9 0.6 0.2 0.0 \n", + "2 0.4 0.6 0.4 0.0 \n", + "3 0.3 0.5 0.3 0.0 \n", + "4 0.6 0.2 0.3 1.0 \n", + "5 0.9 0.1 0.1 1.0 \n", + "6 0.5 0.4 0.3 1.0 \n", + "7 0.6 0.0 0.2 1.0 \n", + "8 0.8 0.8 0.5 0.0 \n", + "9 0.6 0.5 0.4 1.0 \n", + "10 0.6 0.3 0.3 1.0 \n", + "11 0.6 0.9 0.8 0.0 \n", + "12 0.7 0.4 0.1 1.0 \n", + "13 0.2 0.6 0.7 0.0 \n", + "14 0.3 0.8 0.7 0.0 \n", + "15 0.7 0.3 0.6 1.0 \n", + "16 0.9 0.2 0.0 1.0 \n", + "17 0.8 0.1 0.2 1.0 \n", + "18 0.2 0.8 0.8 0.0 \n", + "19 0.1 0.7 0.9 0.0 \n", + "20 0.9 0.4 0.0 1.0 \n", + "22 0.4 0.3 0.5 0.0 \n", + "23 0.5 0.2 0.7 1.0 \n", + "24 0.8 0.1 0.4 1.0 \n", + "25 0.8 0.5 0.1 1.0 \n", + "26 0.5 0.9 0.8 0.0 \n", + "27 0.1 0.8 0.8 0.0 \n", + "28 0.3 0.7 0.6 0.0 \n", + "29 1.0 0.0 0.1 1.0 \n", + "30 0.3 1.0 1.0 0.0 \n", + "31 0.0 0.7 0.9 0.0 \n", + "32 0.0 0.9 1.0 0.0 \n", + "33 0.1 0.9 0.9 0.0 \n", + "34 0.4 0.4 0.6 0.0 \n", + "35 0.2 1.0 0.9 0.0 \n", + "36 0.4 0.3 0.6 0.0 " ] }, - "execution_count": 168, + "execution_count": 204, "metadata": {}, "output_type": "execute_result" } @@ -16164,23 +18052,23 @@ }, { "cell_type": "code", - "execution_count": 186, + "execution_count": 206, "id": "afd1d112", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 186, + "execution_count": 206, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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AAAAAuJwffvhBr776qvz8/PTQQw/p3nvvVXp6ut59911NmTJFOTk5zi4RBeCOJjhVREREqY8xmUyaM2eOHarBtYTegr3QW7An+gv2Qm/BXugt2NPChQtVu3ZtLVq0yPZJc3FxcZo0aZI2bNggSZo6daozS0QBCJrgVH5+fvrhhx9kMplktZZsuTCTyWTnqnAtoLdgL/QW7In+gr3QW7AXegv2dPDgQQ0fPtwWMklSnTp1NGfOHD311FPasGGDAgMDNX78eCdWib9jMXA43YwZM7R48WJFRERoxIgRzi4H1xB6C/ZCb8Ge6C/YC70Fe6G3YC/t27fX2LFj1b9//3z7kpOTNWLECJ06dUrPPvusBgwYoLVr17JGkwtgjSY43ZgxY9SpUyd99NFHOnTokLPLwTWE3oK90FuwJ/oL9kJvwV7oLdhLnTp1tH379gL3ValSRf/+978VEBCg9957T99++62Dq0NhCJrgEl544QX5+Pho5syZzi4F1xh6C/ZCb8Ge6C/YC70Fe6G3YA+9evXSDz/8oMjISO3Zs0dZWVl59terV0/Tp0+Xt7e3XnrpJX3xxRdOqhRX49E5uIyffvpJx44d0wMPPCBPT5YPg3HoLdgLvQV7or9gL/QW7IXegtFycnL0xhtvaOXKlTKZTPrvf/+rRo0a5Rv3+++/67nnntPFixdlMpl4dM7JCJoAAAAAAIDL2rNnj3bu3KlHHnlEfn5+BY5JSkrS7NmztW3bNq1du9bBFeJqBE0AAAAAAAAwBPczwmXs27dPMTExio+PV3p6usxmswICAhQUFKRWrVqpSZMmzi4Rboregr3QW7An+gv2Qm/BXugt2BP95T4ImuB0v/32m6ZNm6Zjx47Jai34BjuTyaQmTZroX//6l1q1auXgCuGu6C3YC70Fe6K/YC/0FuyF3oI90V/uh0fn4FR79uzR6NGjValSJYWHh6tFixYKCgqSj4+PrFarLBaLEhMTFRMTo5UrVyolJUVz5sxRs2bNnF06XBy9BXuht2BP9Bfshd6CvdBbsCf6yz0RNMGpnnrqKSUkJGjevHmqUqVKkWOTk5M1cuRI1axZk49NRbHoLdgLvQV7or9gL/QW7IXegj3RX+7J7OwCcH3bt2+fHnzwwWIvGpJUpUoVPfjgg9q/f7/9C4Pbo7dgL/QW7In+gr3QW7AXegv2RH+5J4ImOFWFChWUnp5e4vFZWVnKzc21Y0W4VtBbsBd6C/ZEf8Fe6C3YC70Fe6K/3BNBE5yqRYsWWrZsmU6fPl3s2Pj4eH322We6+eabHVAZ3B29BXuht2BP9Bfshd6CvdBbsCf6yz2xRhOc6ujRoxo1apSysrLUsWNH2+Juvr6+kmRb3G3v3r3atGmTzGaz5s6dq8aNGzu5crg6egv2Qm/Bnugv2Au9BXuht2BP9Jd7ImiC0x0/flzvvvuudu7cKemvj6a8mtVqldlsVps2bTR27FiFhoY6o0y4IXoL9kJvwZ7oL9gLvQV7obdgT/SX+yFogss4f/689u7dq4SEBKWmpspqtcrX11e1atVSs2bNFBgY6OwS4aboLdgLvQV7or9gL/QW7IXegj3RX+6DoAlOZ7FYtGTJEv32228ym8267bbb1K9fP1WsWDHf2B9//FEfffSR5s6d64RK4W7oLdgLvQV7or9gL/QW7IXegj3RX+7H09kF4PqWkpKiiIgIHTlyxLbthx9+0NKlS/XWW2/ppptuyjP+woUL2rNnj6PLhBuit2Av9Bbsif6CvdBbsBd6C/ZEf7knPnUOTjV37lwdO3ZM48eP13fffaelS5eqV69eOnPmjEaPHs1FAmVGb8Fe6C3YE/0Fe6G3YC/0FuyJ/nJPBE1wqi1btqhnz556+OGH5e/vr3r16unFF1/Uiy++KIvFovHjx+dJr4GSordgL/QW7In+gr3QW7AXegv2RH+5J4ImOFVSUpJatmyZb3tYWJief/55Xb58Wc8++6zOnj3rhOrgzugt2Au9BXuiv2Av9Bbshd6CPdFf7omgCU7l7++vhISEAveFh4drxIgRSkxM1LPPPquUlBQHVwd3Rm/BXugt2BP9BXuht2Av9Bbsif5yTwRNcKpbbrlFX3zxhU6cOFHg/oiICPXo0UOHDx/W2LFjSapRYvQW7IXegj3RX7AXegv2Qm/Bnugv92RKTk62OrsIXL+OHDmi4cOHKzc3V61bt9akSZMUEhKSZ0x2drYmT56szZs3y2w2y2q1aufOnU6qGO6C3oK90FuwJ/oL9kJvwV7oLdgT/eWeuKMJThUaGqqFCxeqdevW2r17t0wmU74xnp6eeuONNzR48OAC9wMFobdgL/QW7In+gr3QW7AXegv2RH+5J+5ogsvIzMyUl5dXkReH+Ph47dixQw888IADK8P/a+/+QnP8/ziOP23MbGzZ/ElhlsVaGaI7fwqFlKJF5E8S4QDRkFJmU0j5GznhYCQOEE4cGAfIzMIQy5Yis8Um2xph3Lv3O/D7rt9+/v2+fa97/vyej5P74PO+rut9XX0O7l5dn8/1u3NuKVqcW4om55eixbmlaHFuKZqcX78PgyZJkiRJkiQFwqVzkiRJkiRJCoRBkyRJkiRJkgJh0CRJkiRJkqRAGDRJkiRJkiQpEAZNkiRJAduxYwehUIiJEydSXV39w/rDhw8TCoWYPHkyL1686IAOJUmSosOgSZIkKWC5ubkMGDCA9+/fs3XrViKRyDdry8vLKSwsBGDTpk3069evo9qUJEkKnEGTJElSwLp160ZBQQGxsbHcv3+f48ePf7Xuw4cP5Ofn09LSwsyZM5kyZUoHdypJkhQsgyZJkqQoGDZsGEuWLAE+L417/PjxFzUHDhygqqqKtLQ01q9f39EtSpIkBa5TY2Nj689uQpIk6U8UDodZvnw55eXlZGRkcOzYMbp06QJASUkJa9eupUuXLhQWFjJkyBAAmpubOXPmDBcvXqSqqopIJMLAgQOZNm0ac+fOpWvXrl9c59mzZ5w6dYrbt29TW1vLp0+fSE5OZtiwYSxYsIDhw4e3qw+FQqSkpHDo0CG2b99OZWUlSUlJrFy5khkzZkT/wUiSpD+WQZMkSVIUVVVVsWjRIt6/f8+KFStYtmwZb9++Zd68edTV1ZGbm8v8+fMBaGxsZM2aNVRUVNCjRw+ysrKIi4vj3r17vHnzhqysLA4ePEiPHj3azl9aWsqGDRtobm4mPT2dtLQ0mpubqayspL6+ntjYWPbu3cvYsWPbjgmFQiQmJpKYmEhMTAyZmZk8evSI/fv3M3jw4A5/RpIk6c9h0CRJkhRlZ8+eZefOncTFxXHy5ElOnDjBuXPnGDduHPv27aNTp07A503Ei4uLmTRpEps3byYpKQmAt2/fkpeXR3FxMVOnTmX79u0AtLS0kJOTQ21tLatWrWLx4sVt1/zw4QN5eXlcvXqVcePGsX///raxUCgEwNChQzly5Ajx8fFEIhFiYtxVQZIk/TP+m5AkSYqyWbNmMX78eD5+/MjGjRs5f/48qampbNmypS1kqqyspLi4mNTUVAoKCtpCJoDu3btTUFBAYmIily9f5vnz5wA0NDQwevRoJkyYwMKFC9tdMz4+npkzZwJQU1Pz1b7mzJlDfHw8gCGTJEkKhP8oJEmSOsDmzZvp2bMnT548ASA/P5+UlJS28dLSUuDzJuIJCQlfHJ+cnEx2djatra3cvn0bgF69epGfn8/u3bvp3LlzW21DQwN37tyhpKQEgI8fP361p6FDhwZzc5IkSf/W+cclkiRJ+qdSU1PJycmhsLCQ7OxsxowZ02785cuXAFy5cqVtadu3/FX7l7KyMi5cuEBFRQU1NTW8e/cOoO1tqW9JTk7+u7chSZL0XQZNkiRJHSQ2Nrbd739qaWkBICMjg4yMjO+eZ9CgQQC0traSl5dHUVERAGlpaYwfP560tDQyMzOJiYlh3bp13zzPj4IoSZKkv8ugSZIk6RfQp08fAEaNGsX69ev/p2OKioooKiqie/fu7Nmzh5EjR7Ybv3btWuB9SpIkfY97NEmSJP0CRo0aBcD169cJh8NfjIfDYZYuXcrSpUspKysD4O7du8Dnr8j9d8gEcOPGDQAikUi02pYkSWrHoEmSJOkXMGLECIYPH05NTQ35+fk0NTW1jYXDYXbt2sXDhw+prq4mKysLgJ49ewLw4MED6uvr2+ojkQhnzpzh/PnzwLc3A5ckSQqaS+ckSZJ+Edu2bWP16tVcunSJkpISMjMzSUhIoLy8nNevX5OQkMDu3buJj48HICcnh9OnT/Pq1Stmz57NyJEjiYmJoaKigrq6OtLT03n69ClNTU2Ew+F2X6aTJEmKBt9okiRJ+kX07duXo0ePsnLlSvr37095eTm3bt0iKSmJuXPncvLkSbKzs9vVHzt2jOnTp5OUlMTNmzcpKyujd+/erF27luPHjzN48GBaWlooKSn5iXcmSZL+X3RqbGxs/dlNSJIkSZIk6ffnG02SJEmSJEkKhEGTJEmSJEmSAmHQJEmSJEmSpEAYNEmSJEmSJCkQBk2SJEmSJEkKhEGTJEmSJEmSAmHQJEmSJEmSpEAYNEmSJEmSJCkQBk2SJEmSJEkKhEGTJEmSJEmSAmHQJEmSJEmSpEAYNEmSJEmSJCkQ/wIEL91EdM6DugAAAABJRU5ErkJggg==", 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", 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" ] @@ -16197,11 +18085,7 @@ "plt.title('Realgdp')\n", "plt.legend(['Q1', 'Q2', 'Q3', 'Q4'])\n", "plt.tight_layout()\n", - "# Calculate the mean across all quarters\n", - "mean_value = dfRealgdp[['Q1', 'Q2', 'Q3', 'Q4']].mean(axis=1)\n", - "\n", - "# Draw a horizontal line across the bars at the mean value\n", - "plt.axhline(y=mean_value.mean(), color='blue', linestyle='--')\n" + "plt.axhline(y=dfRealgdp.loc[dfRealgdp['Year'] == 2020, 'Q2'].values[0], color='blue', linestyle='--')" ] }, {

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