From 93f19ca8fb0867277216a1711230fa5223451a2a Mon Sep 17 00:00:00 2001 From: naivm <36080596+naivm@users.noreply.github.com> Date: Fri, 13 Sep 2019 11:16:50 +0100 Subject: [PATCH 1/8] Create project.gitignore --- your-project/project.gitignore | 8 ++++++++ 1 file changed, 8 insertions(+) create mode 100644 your-project/project.gitignore diff --git a/your-project/project.gitignore b/your-project/project.gitignore new file mode 100644 index 0000000..cd2f513 --- /dev/null +++ b/your-project/project.gitignore @@ -0,0 +1,8 @@ +*_Label* + +*_2quintile.csv +*_4quintile.csv +*_3quintile.csv + +*gini* +*.png From 376daeb3c2f57e1e90dab3e0066fbbc442903c9e Mon Sep 17 00:00:00 2001 From: naivm Date: Fri, 13 Sep 2019 11:20:46 +0100 Subject: [PATCH 2/8] almost done missing report and read me --- .../Untitled-checkpoint.ipynb | 6783 ++++++++ your-project/Alcohol Deaths.png | Bin 0 -> 54432 bytes your-project/Alcohol Everyday Bottom.png | Bin 0 -> 58493 bytes your-project/Alcohol Everyday Top (%).png | 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.../Time_physical_income_4quintile.csv | 121 + .../Time_physical_income_5quintile.csv | 121 + .../Time_physical_income_tquintile.csv | 121 + your-project/Untitled.ipynb | 6794 ++++++++ your-project/estat_tps000_filtered.csv | 35 + your-project/gini_per_country.csv | 148 + your-project/hlth_cd_asdr2_Label.csv | 78 + your-project/hlth_cd_asdr_Data.csv | 36 + your-project/hlth_ehis_al1i_Label.csv | 85 + your-project/hlth_ehis_al3e_Label.csv | 77 + your-project/hlth_ehis_aleData.csv | 61 + your-project/hlth_ehis_fv3i_Label.csv | 85 + your-project/hlth_ehis_pe2i_Label.csv | 84 + your-project/ilc_di11_1_Data.csv | 36 + your-project/ilc_di11_Label.csv | 75 + your-project/quintile_share_ratio.csv | 71 + your-project/worldcities.csv | 12960 ++++++++++++++++ 40 files changed, 29622 insertions(+) create mode 100644 your-project/.ipynb_checkpoints/Untitled-checkpoint.ipynb create mode 100644 your-project/Alcohol Deaths.png create mode 100644 your-project/Alcohol Everyday Bottom.png create mode 100644 your-project/Alcohol Everyday Top (%).png create mode 100644 your-project/Binge-Drink Monthly.png create mode 100644 your-project/Daily_green_1quintile.csv create mode 100644 your-project/Daily_green_2quintile.csv create mode 100644 your-project/Daily_green_3quintile.csv create mode 100644 your-project/Daily_green_4quintile.csv create mode 100644 your-project/Daily_green_5quintile.csv create mode 100644 your-project/Daily_green_tquintile.csv create mode 100644 your-project/Frequency_alcohol_1quintile.csv create mode 100644 your-project/Frequency_alcohol_2quintile.csv create mode 100644 your-project/Frequency_alcohol_3quintile.csv create mode 100644 your-project/Frequency_alcohol_4quintile.csv create mode 100644 your-project/Frequency_alcohol_5quintile.csv create mode 100644 your-project/Frequency_alcohol_tquintile.csv create mode 100644 your-project/Inequality and Alcohol.png create mode 100644 your-project/Matrix.png create mode 100644 your-project/Quintile Share.png create mode 100644 your-project/Time_physical_income_1quintile.csv create mode 100644 your-project/Time_physical_income_2quintile.csv create mode 100644 your-project/Time_physical_income_3quintile.csv create mode 100644 your-project/Time_physical_income_4quintile.csv create mode 100644 your-project/Time_physical_income_5quintile.csv create mode 100644 your-project/Time_physical_income_tquintile.csv create mode 100644 your-project/Untitled.ipynb create mode 100644 your-project/estat_tps000_filtered.csv create mode 100644 your-project/gini_per_country.csv create mode 100644 your-project/hlth_cd_asdr2_Label.csv create mode 100644 your-project/hlth_cd_asdr_Data.csv create mode 100644 your-project/hlth_ehis_al1i_Label.csv create mode 100644 your-project/hlth_ehis_al3e_Label.csv create mode 100644 your-project/hlth_ehis_aleData.csv create mode 100644 your-project/hlth_ehis_fv3i_Label.csv create mode 100644 your-project/hlth_ehis_pe2i_Label.csv create mode 100644 your-project/ilc_di11_1_Data.csv create mode 100644 your-project/ilc_di11_Label.csv create mode 100644 your-project/quintile_share_ratio.csv create mode 100644 your-project/worldcities.csv diff --git a/your-project/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/your-project/.ipynb_checkpoints/Untitled-checkpoint.ipynb new file mode 100644 index 0000000..c70cee4 --- /dev/null +++ b/your-project/.ipynb_checkpoints/Untitled-checkpoint.ipynb @@ -0,0 +1,6783 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The code" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import geopandas\n", + "import shapely\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\pandas\\core\\frame.py:3940: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame\n", + "\n", + "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n", + " errors=errors)\n", + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\pandas\\core\\indexing.py:543: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n", + " self.obj[item] = s\n" + ] + } + ], + "source": [ + "world = geopandas.read_file(geopandas.datasets.get_path('naturalearth_lowres'))\n", + "\n", + "#geo_map = geopandas.GeoDataFrame(plot_gini)\n", + "\n", + "geo_geo = pd.read_csv(\"worldcities.csv\")\n", + "\n", + "#map_map = geopandas.GeoDataFrame(geo_map, geometry=geopandas.points_from_xy(geo_geo.lng, geo_geo.lat))\n", + "\n", + "#geo_geo = geo_geo[geo_geo[admin_name]]\n", + "world= world.rename(columns={\"name\": \"Country\"})\n", + "europe = world.query('continent == \"Europe\"')\n", + "europe.drop(europe[europe.Country == \"Russia\"].index, inplace=True)\n", + "#europe.drop(europe[europe.Country == \"France\"].index, inplace=True)\n", + "india = world.query('Country == \"India\"')\n", + "\n", + "\n", + "Polygons = (europe.loc[43].at['geometry'])[1]\n", + "#print(Polygons)\n", + "europe.loc[europe['Country'] == 'France', 'geometry'] = Polygons\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "Polygons2 = (europe.loc[21].at['geometry'])[1]\n", + "#print(Polygons)\n", + "europe.loc[europe['Country'] == 'Norway', 'geometry'] = Polygons2" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + 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GEOValue
33Serbia9.4
34Turkey8.3
32North Macedonia7.2
23Romania7.2
2Bulgaria6.8
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DURATIONGEOUNITQUANTILETIMESEXAGEValueFlag and Footnotes
0Zero minutesEuropean Union - 28 countriesPercentageTotal2014TotalTotal48.8NaN
1Zero minutesBulgariaPercentageTotal2014TotalTotal82.7NaN
2Zero minutesCzechiaPercentageTotal2014TotalTotal47.4NaN
3Zero minutesDenmarkPercentageTotal2014TotalTotal18.7NaN
4Zero minutesGermany (until 1990 former territory of the FRG)PercentageTotal2014TotalTotal28.8NaN
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" + ], + "text/plain": [ + " DURATION GEO UNIT \\\n", + "0 Zero minutes European Union - 28 countries Percentage \n", + "1 Zero minutes Bulgaria Percentage \n", + "2 Zero minutes Czechia Percentage \n", + "3 Zero minutes Denmark Percentage \n", + "4 Zero minutes Germany (until 1990 former territory of the FRG) Percentage \n", + "\n", + " QUANTILE TIME SEX AGE Value Flag and Footnotes \n", + "0 Total 2014 Total Total 48.8 NaN \n", + "1 Total 2014 Total Total 82.7 NaN \n", + "2 Total 2014 Total Total 47.4 NaN \n", + "3 Total 2014 Total Total 18.7 NaN \n", + "4 Total 2014 Total Total 28.8 NaN " + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "minutes_physical_total = pd.read_csv(\"Time_physical_income_tquintile.csv\")\n", + "minutes_physical_total.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DURATIONGEOValue
0Zero minutesEuropean Union - 28 countries48.8
1Zero minutesBulgaria82.7
2Zero minutesCzechia47.4
3Zero minutesDenmark18.7
4Zero minutesGermany (until 1990 former territory of the FRG)28.8
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" + ], + "text/plain": [ + " DURATION GEO Value\n", + "0 Zero minutes European Union - 28 countries 48.8\n", + "1 Zero minutes Bulgaria 82.7\n", + "2 Zero minutes Czechia 47.4\n", + "3 Zero minutes Denmark 18.7\n", + "4 Zero minutes Germany (until 1990 former territory of the FRG) 28.8" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "minutes_physical_total = minutes_physical_total.drop(columns=['UNIT', 'QUANTILE', \"TIME\", \"SEX\", \"AGE\", \"Flag and Footnotes\"])\n", + "minutes_physical_total.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DURATIONGEOValue
0Zero minutesEuropean Union48.8
1Zero minutesBulgaria82.7
2Zero minutesCzechia47.4
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" + ], + "text/plain": [ + " DURATION GEO Value\n", + "0 Zero minutes European Union 48.8\n", + "1 Zero minutes Bulgaria 82.7\n", + "2 Zero minutes Czechia 47.4" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "minutes_physical_total = minutes_physical_total.replace(\"European Union - 28 countries\", \"European Union\")\n", + "minutes_physical_total = minutes_physical_total.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "minutes_physical_total.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOUNITQUANTILETIMESEXAGEValueFlag and Footnotes
0Every dayEuropean Union - 28 countriesPercentageFirst quintile2014TotalTotal7.7e
1Every weekEuropean Union - 28 countriesPercentageFirst quintile2014TotalTotal22.4e
2Every monthEuropean Union - 28 countriesPercentageFirst quintile2014TotalTotal22.2e
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT QUANTILE \\\n", + "0 Every day European Union - 28 countries Percentage First quintile \n", + "1 Every week European Union - 28 countries Percentage First quintile \n", + "2 Every month European Union - 28 countries Percentage First quintile \n", + "\n", + " TIME SEX AGE Value Flag and Footnotes \n", + "0 2014 Total Total 7.7 e \n", + "1 2014 Total Total 22.4 e \n", + "2 2014 Total Total 22.2 e " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_1q = pd.read_csv(\"Frequency_alcohol_1quintile.csv\")\n", + "alcohool_1q.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOUNITQUANTILETIMESEXAGEValueFlag and Footnotes
0Every dayEuropean UnionPercentageFirst quintile2014TotalTotal7.7e
1Every weekEuropean UnionPercentageFirst quintile2014TotalTotal22.4e
2Every monthEuropean UnionPercentageFirst quintile2014TotalTotal22.2e
3Less than once a monthEuropean UnionPercentageFirst quintile2014TotalTotal15.2e
4Never or not in the last 12 monthsEuropean UnionPercentageFirst quintile2014TotalTotal32.4e
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT \\\n", + "0 Every day European Union Percentage \n", + "1 Every week European Union Percentage \n", + "2 Every month European Union Percentage \n", + "3 Less than once a month European Union Percentage \n", + "4 Never or not in the last 12 months European Union Percentage \n", + "\n", + " QUANTILE TIME SEX AGE Value Flag and Footnotes \n", + "0 First quintile 2014 Total Total 7.7 e \n", + "1 First quintile 2014 Total Total 22.4 e \n", + "2 First quintile 2014 Total Total 22.2 e \n", + "3 First quintile 2014 Total Total 15.2 e \n", + "4 First quintile 2014 Total Total 32.4 e " + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_1q = alcohool_1q.replace(\"European Union - 28 countries\", \"European Union\")\n", + "alcohool_1q = alcohool_1q.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "alcohool_1q.head(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_1q = alcohool_1q.drop(columns=['QUANTILE', 'SEX', \"UNIT\", \"AGE\", \"Flag and Footnotes\", \"TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOValue
90Every dayAustria4.3
5Every dayBelgium10.6
10Every dayBulgaria8.7
50Every dayCroatia6.7
60Every dayCyprus3.1
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" + ], + "text/plain": [ + " FREQUENC GEO Value\n", + "90 Every day Austria 4.3\n", + "5 Every day Belgium 10.6\n", + "10 Every day Bulgaria 8.7\n", + "50 Every day Croatia 6.7\n", + "60 Every day Cyprus 3.1" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_1q = alcohool_1q.sort_values(by=[\"FREQUENC\", \"GEO\"])\n", + "alcohool_1q.head(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOUNITQUANTILETIMESEXAGEValueFlag and Footnotes
0Every dayEuropean Union - 28 countriesPercentageFifth quintile2014TotalTotal10.8e
1Every weekEuropean Union - 28 countriesPercentageFifth quintile2014TotalTotal39.1e
2Every monthEuropean Union - 28 countriesPercentageFifth quintile2014TotalTotal23.2e
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT QUANTILE \\\n", + "0 Every day European Union - 28 countries Percentage Fifth quintile \n", + "1 Every week European Union - 28 countries Percentage Fifth quintile \n", + "2 Every month European Union - 28 countries Percentage Fifth quintile \n", + "\n", + " TIME SEX AGE Value Flag and Footnotes \n", + "0 2014 Total Total 10.8 e \n", + "1 2014 Total Total 39.1 e \n", + "2 2014 Total Total 23.2 e " + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_5q = pd.read_csv(\"Frequency_alcohol_5quintile.csv\")\n", + "alcohool_5q.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['Every day', 'Every week', 'Every month', 'Less than once a month',\n", + " 'Never or not in the last 12 months'], dtype=object)" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_5q = alcohool_5q.replace(\"European Union - 28 countries\", \"European Union\")\n", + "alcohool_5q = alcohool_5q.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "alcohool_5q.FREQUENC.unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_5q = alcohool_5q.drop(columns=['QUANTILE', 'SEX', \"UNIT\", \"AGE\", \"Flag and Footnotes\", \"TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOValue
129Never or not in the last 12 monthsSweden4.8
149Never or not in the last 12 monthsTurkey76.6
134Never or not in the last 12 monthsUnited Kingdom6.3
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" + ], + "text/plain": [ + " FREQUENC GEO Value\n", + "129 Never or not in the last 12 months Sweden 4.8\n", + "149 Never or not in the last 12 months Turkey 76.6\n", + "134 Never or not in the last 12 months United Kingdom 6.3" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_5q = alcohool_5q.sort_values(by=[\"FREQUENC\", \"GEO\"])\n", + "alcohool_5q.tail(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "# alcohoolism = alcohool_total.drop(columns=['QUANTILE', 'SEX', \"UNIT\", \"AGE\", \"Flag and Footnotes\", \"TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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TIMEGEOUNITSEXAGEICD10ValueFlag and Footnotes
02014DenmarkRateTotalTotalMental and behavioural disorders due to use of...11.49NaN
12014SloveniaRateTotalTotalMental and behavioural disorders due to use of...9.67NaN
22014LatviaRateTotalTotalMental and behavioural disorders due to use of...6.79NaN
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" + ], + "text/plain": [ + " TIME GEO UNIT SEX AGE \\\n", + "0 2014 Denmark Rate Total Total \n", + "1 2014 Slovenia Rate Total Total \n", + "2 2014 Latvia Rate Total Total \n", + "\n", + " ICD10 Value Flag and Footnotes \n", + "0 Mental and behavioural disorders due to use of... 11.49 NaN \n", + "1 Mental and behavioural disorders due to use of... 9.67 NaN \n", + "2 Mental and behavioural disorders due to use of... 6.79 NaN " + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_death = pd.read_csv(\"hlth_cd_asdr2_1_Data.csv\")\n", + "alcohool_death.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_death = alcohool_death.drop(columns=['ICD10', 'SEX', \"UNIT\", \"AGE\", \"Flag and Footnotes\", \"TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOValue
0Denmark11.49
1Slovenia9.67
2Latvia6.79
3Germany5.83
4Austria5.39
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" + ], + "text/plain": [ + " GEO Value\n", + "0 Denmark 11.49\n", + "1 Slovenia 9.67\n", + "2 Latvia 6.79\n", + "3 Germany 5.83\n", + "4 Austria 5.39" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "alcohool_death = alcohool_death.replace(\"European Union - 28 countries\", \"European Union\")\n", + "alcohool_death = alcohool_death.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "alcohool_death.head()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOUNITTIMEISCED11SEXAGEValueFlag and Footnotes
0At least once a weekEuropean Union - 28 countriesPercentage2014All ISCED 2011 levelsTotalTotal5.5e
1At least once a weekBelgiumPercentage2014All ISCED 2011 levelsTotalTotal8.5u
2At least once a weekBulgariaPercentage2014All ISCED 2011 levelsTotalTotal2.1NaN
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT TIME \\\n", + "0 At least once a week European Union - 28 countries Percentage 2014 \n", + "1 At least once a week Belgium Percentage 2014 \n", + "2 At least once a week Bulgaria Percentage 2014 \n", + "\n", + " ISCED11 SEX AGE Value Flag and Footnotes \n", + "0 All ISCED 2011 levels Total Total 5.5 e \n", + "1 All ISCED 2011 levels Total Total 8.5 u \n", + "2 All ISCED 2011 levels Total Total 2.1 NaN " + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_heavy = pd.read_csv(\"hlth_ehis_al3e_1_Data.csv\")\n", + "alcohool_heavy.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOUNITTIMEISCED11SEXAGEValueFlag and Footnotes
0At least once a weekEuropean UnionPercentage2014All ISCED 2011 levelsTotalTotal5.5e
1At least once a weekBelgiumPercentage2014All ISCED 2011 levelsTotalTotal8.5u
2At least once a weekBulgariaPercentage2014All ISCED 2011 levelsTotalTotal2.1NaN
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT TIME \\\n", + "0 At least once a week European Union Percentage 2014 \n", + "1 At least once a week Belgium Percentage 2014 \n", + "2 At least once a week Bulgaria Percentage 2014 \n", + "\n", + " ISCED11 SEX AGE Value Flag and Footnotes \n", + "0 All ISCED 2011 levels Total Total 5.5 e \n", + "1 All ISCED 2011 levels Total Total 8.5 u \n", + "2 All ISCED 2011 levels Total Total 2.1 NaN " + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_heavy = alcohool_heavy.replace(\"European Union - 28 countries\", \"European Union\")\n", + "alcohool_heavy = alcohool_heavy.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "alcohool_heavy.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_heavy = alcohool_heavy.drop(columns=['UNIT', 'TIME', \"ISCED11\", \"SEX\", \"AGE\", \"Flag and Footnotes\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOBinge-Drink(%)
0At least once a weekEuropean Union5.5
1At least once a weekBelgium8.5
2At least once a weekBulgaria2.1
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" + ], + "text/plain": [ + " FREQUENC GEO Binge-Drink(%)\n", + "0 At least once a week European Union 5.5\n", + "1 At least once a week Belgium 8.5\n", + "2 At least once a week Bulgaria 2.1" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_heavy = alcohool_heavy.rename(columns={\"Value\": \"Binge-Drink(%)\"})\n", + "\n", + "alcohool_heavy.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Variable Type Data/Info\n", + "-----------------------------------------------\n", + "alcohool_1q DataFrame <...>n\\n[150 rows x 3 columns]\n", + "alcohool_5q DataFrame <...>n\\n[150 rows x 3 columns]\n", + "alcohool_death DataFrame GEO Value<...>34 Liechtenstein :\n", + "alcohool_heavy DataFrame FREQUENC <...> Turkey 2.9\n", + "alcohool_total DataFrame <...>n\\n[150 rows x 3 columns]\n", + "geo_geo DataFrame city <...>[12959 rows x 11 columns]\n", + "green_daily_total DataFrame N_PORTION <...>\\n\\n[96 rows x 3 columns]\n", + "green_food_total DataFrame N_PORTION <...>\\n\\n[96 rows x 3 columns]\n", + "minutes_physical_total DataFrame DURATION <...>n\\n[120 rows x 3 columns]\n", + "quintile_share DataFrame GEO Valu<...>9 Iceland 3.1\n" + ] + } + ], + "source": [ + "%whos DataFrame" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "quintile_share = quintile_share.rename(columns={\"Value\": \"Quintile Share\"})" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOAlcohol Deaths
0Denmark11.49
1Slovenia9.67
2Latvia6.79
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" + ], + "text/plain": [ + " GEO Alcohol Deaths\n", + "0 Denmark 11.49\n", + "1 Slovenia 9.67\n", + "2 Latvia 6.79" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_death = alcohool_death.rename(columns={\"Value\": \"Alcohol Deaths\"})\n", + "alcohool_death.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(35, 3)" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country = quintile_share.merge(alcohool_death, on = \"GEO\", how=\"left\")\n", + "alcohol_country.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol Deaths
0Serbia9.43.79
1Turkey8.30.05
2North Macedonia7.2NaN
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths\n", + "0 Serbia 9.4 3.79\n", + "1 Turkey 8.3 0.05\n", + "2 North Macedonia 7.2 NaN" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(30, 3)" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_everyday = alcohool_total.loc[alcohool_total['FREQUENC'] == 'Every day']\n", + "alcohool_everyday = alcohool_everyday.rename(columns={\"Value\": \"Alcohol Everyday (%)\"})\n", + "alcohool_everyday.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_everyday = alcohool_everyday.drop(columns=\"FREQUENC\")" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOAlcohol Everyday (%)
90Austria6.2
5Belgium14.2
10Bulgaria8.9
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" + ], + "text/plain": [ + " GEO Alcohol Everyday (%)\n", + "90 Austria 6.2\n", + "5 Belgium 14.2\n", + "10 Bulgaria 8.9" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_everyday.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "alcohol_country = alcohol_country.merge(alcohool_everyday, on = \"GEO\", how= \"left\")" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "GEO object\n", + "Quintile Share float64\n", + "Alcohol Deaths float64\n", + "Alcohol Everyday (%) float64\n", + "dtype: object" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country = alcohol_country.astype({'Alcohol Deaths': 'float64'})\n", + "alcohol_country.dtypes" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "#sns.pairplot(data=alcohol_country, kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOAlcohol Month Bottom (%)
127Every monthSweden24.7
147Every monthTurkey8.1
132Every monthUnited Kingdom14.7
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" + ], + "text/plain": [ + " FREQUENC GEO Alcohol Month Bottom (%)\n", + "127 Every month Sweden 24.7\n", + "147 Every month Turkey 8.1\n", + "132 Every month United Kingdom 14.7" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_everyday5q = alcohool_5q.loc[alcohool_5q['FREQUENC'] == 'Every day']\n", + "alcohool_everyday5q = alcohool_everyday5q.rename(columns={\"Value\": \"Alcohol Everyday Bottom (%)\"})\n", + "\n", + "alcohool_everymonth5q = alcohool_5q.loc[alcohool_5q['FREQUENC'] == 'Every month']\n", + "alcohool_everymonth5q = alcohool_everymonth5q.rename(columns={\"Value\": \"Alcohol Month Bottom (%)\"})\n", + "\n", + "alcohool_everymonth5q.tail(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_everyday1q = alcohool_1q.loc[alcohool_1q['FREQUENC'] == 'Every day']\n", + "alcohool_everyday1q = alcohool_everyday1q.rename(columns={\"Value\": \"Alcohol Everyday Top (%)\"})\n", + "\n", + "alcohool_everymonth1q = alcohool_1q.loc[alcohool_1q['FREQUENC'] == 'Every month']\n", + "alcohool_everymonth1q = alcohool_everymonth1q.rename(columns={\"Value\": \"Alcohol Month Top (%)\"})" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOBinge-Drink Monthly(%)
30Every monthEuropean Union14.4
31Every monthBelgium19.0
32Every monthBulgaria15.0
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" + ], + "text/plain": [ + " FREQUENC GEO Binge-Drink Monthly(%)\n", + "30 Every month European Union 14.4\n", + "31 Every month Belgium 19.0\n", + "32 Every month Bulgaria 15.0" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_heavy_month = alcohool_heavy.loc[alcohool_heavy['FREQUENC'] == 'Every month']\n", + "alcohool_heavy_month = alcohool_heavy_month.rename(columns={\"Binge-Drink(%)\": \"Binge-Drink Monthly(%)\"})\n", + "alcohool_heavy_month.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_everyday1q = alcohool_everyday1q.drop(columns=\"FREQUENC\")\n", + "alcohool_everymonth1q = alcohool_everymonth1q.drop(columns=\"FREQUENC\")\n", + "\n", + "alcohool_everyday5q = alcohool_everyday5q.drop(columns=\"FREQUENC\")\n", + "alcohool_everymonth5q = alcohool_everymonth5q.drop(columns=\"FREQUENC\")\n", + "\n", + "alcohool_heavy_month = alcohool_heavy_month.drop(columns=\"FREQUENC\")" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOAlcohol Month Bottom (%)
92Austria30.3
7Belgium22.2
12Bulgaria31.1
52Croatia22.9
62Cyprus27.1
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)
0Serbia9.43.79NaNNaN
1Turkey8.30.050.50.4
2North Macedonia7.2NaNNaNNaN
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) \n", + "0 NaN \n", + "1 0.4 \n", + "2 NaN " + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country.merge(alcohool_everyday1q, on = \"GEO\", how = \"left\")\n", + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)
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2North Macedonia7.2NaNNaNNaNNaN
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)
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2North Macedonia7.2NaNNaNNaNNaNNaNNaN
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) \n", + "0 NaN NaN \n", + "1 3.3 8.1 \n", + "2 NaN NaN " + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country2.merge(alcohool_everymonth5q, on = \"GEO\", how = \"left\")\n", + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [], + "source": [ + "alcohol_country2 = alcohol_country2.merge(alcohool_heavy_month, on = \"GEO\", how = \"left\")" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [], + "source": [ + "alcohol_country2.loc[alcohol_country2['GEO'] == 'France', 'Binge-Drink Monthly(%)'] = 31.2\n", + "alcohol_country2.loc[alcohol_country2['GEO'] == 'Netherlands', 'Binge-Drink Monthly(%)'] = 27.4\n", + "alcohol_country2.loc[alcohol_country2['GEO'] == 'Switzerland', 'Binge-Drink Monthly(%)'] = 35.6\n", + "alcohol_country2.loc[alcohol_country2['GEO'] == 'Serbia', 'Binge-Drink Monthly(%)'] = 29.0\n", + "# France, Netherlands and consumption from WHO 2016 and refers to the last 30 days best proxy we found 29.0\n", + "#alcohol_country2.head(35)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [], + "source": [ + "maxi =alcohol_country2[\"Quintile Share\"].max()\n", + "mini=alcohol_country2[\"Quintile Share\"].min()\n", + "#alcohol_country2[\"Quintile Share(%)\"] = alcohol_country2[\"Quintile Share\"].map(lambda x : ((x-mini)/(maxi-mini))*100)\n", + "#alcohol_country2" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Quintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
Quintile Share1.000000-0.3424390.0455330.0591630.047031-0.473491-0.235752-0.418503
Alcohol Deaths-0.3424391.0000000.0227240.123859-0.0088940.1953380.1219170.404939
Alcohol Everyday (%)0.0455330.0227241.0000000.9572580.964392-0.439602-0.538016-0.277603
Alcohol Everyday Top (%)0.0591630.1238590.9572581.0000000.860741-0.431497-0.452762-0.214168
Alcohol Everyday Bottom (%)0.047031-0.0088940.9643920.8607411.000000-0.394128-0.594476-0.249151
Alcohol Month Top (%)-0.4734910.195338-0.439602-0.431497-0.3941281.0000000.7717920.762949
Alcohol Month Bottom (%)-0.2357520.121917-0.538016-0.452762-0.5944760.7717921.0000000.486697
Binge-Drink Monthly(%)-0.4185030.404939-0.277603-0.214168-0.2491510.7629490.4866971.000000
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" + ], + "text/plain": [ + " Quintile Share Alcohol Deaths \\\n", + "Quintile Share 1.000000 -0.342439 \n", + "Alcohol Deaths -0.342439 1.000000 \n", + "Alcohol Everyday (%) 0.045533 0.022724 \n", + "Alcohol Everyday Top (%) 0.059163 0.123859 \n", + "Alcohol Everyday Bottom (%) 0.047031 -0.008894 \n", + "Alcohol Month Top (%) -0.473491 0.195338 \n", + "Alcohol Month Bottom (%) -0.235752 0.121917 \n", + "Binge-Drink Monthly(%) -0.418503 0.404939 \n", + "\n", + " Alcohol Everyday (%) Alcohol Everyday Top (%) \\\n", + "Quintile Share 0.045533 0.059163 \n", + "Alcohol Deaths 0.022724 0.123859 \n", + "Alcohol Everyday (%) 1.000000 0.957258 \n", + "Alcohol Everyday Top (%) 0.957258 1.000000 \n", + "Alcohol Everyday Bottom (%) 0.964392 0.860741 \n", + "Alcohol Month Top (%) -0.439602 -0.431497 \n", + "Alcohol Month Bottom (%) -0.538016 -0.452762 \n", + "Binge-Drink Monthly(%) -0.277603 -0.214168 \n", + "\n", + " Alcohol Everyday Bottom (%) \\\n", + "Quintile Share 0.047031 \n", + "Alcohol Deaths -0.008894 \n", + "Alcohol Everyday (%) 0.964392 \n", + "Alcohol Everyday Top (%) 0.860741 \n", + "Alcohol Everyday Bottom (%) 1.000000 \n", + "Alcohol Month Top (%) -0.394128 \n", + "Alcohol Month Bottom (%) -0.594476 \n", + "Binge-Drink Monthly(%) -0.249151 \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) \\\n", + "Quintile Share -0.473491 -0.235752 \n", + "Alcohol Deaths 0.195338 0.121917 \n", + "Alcohol Everyday (%) -0.439602 -0.538016 \n", + "Alcohol Everyday Top (%) -0.431497 -0.452762 \n", + "Alcohol Everyday Bottom (%) -0.394128 -0.594476 \n", + "Alcohol Month Top (%) 1.000000 0.771792 \n", + "Alcohol Month Bottom (%) 0.771792 1.000000 \n", + "Binge-Drink Monthly(%) 0.762949 0.486697 \n", + "\n", + " Binge-Drink Monthly(%) \n", + "Quintile Share -0.418503 \n", + "Alcohol Deaths 0.404939 \n", + "Alcohol Everyday (%) -0.277603 \n", + "Alcohol Everyday Top (%) -0.214168 \n", + "Alcohol Everyday Bottom (%) -0.249151 \n", + "Alcohol Month Top (%) 0.762949 \n", + "Alcohol Month Bottom (%) 0.486697 \n", + "Binge-Drink Monthly(%) 1.000000 " + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#sns.pairplot(data=alcohol_country2, kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n", + "alcohol_country2 = alcohol_country2.sort_values(by=[\"Quintile Share\"], ascending = False)\n", + "alcohol_country2.dropna().corr()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
0Serbia9.43.79NaNNaNNaNNaNNaN29.0
1Turkey8.30.050.50.40.73.38.12.9
2North Macedonia7.2NaNNaNNaNNaNNaNNaNNaN
3Romania7.21.443.86.12.324.532.524.3
4Bulgaria6.80.348.98.79.520.431.115.0
5Spain6.80.5915.311.218.418.519.56.7
6Estonia6.54.512.02.52.526.037.018.1
7Greece6.50.126.96.78.224.028.88.9
8Latvia6.56.791.42.20.926.641.218.3
9Portugal6.20.8324.223.122.512.217.67.7
10Lithuania6.10.910.60.70.634.948.217.4
11Italy5.80.3214.110.516.119.420.95.6
12Cyprus5.40.734.23.14.620.927.14.5
13European Union5.22.829.27.710.822.223.214.4
14Croatia5.15.299.16.711.017.522.99.1
15United Kingdom5.11.307.55.89.916.414.712.4
16Germany5.15.839.38.011.825.221.023.7
18Poland4.93.551.81.62.327.334.214.6
17Ireland4.90.322.02.11.927.126.118.9
19Luxembourg4.44.899.68.513.023.618.323.3
20Switzerland4.42.78NaNNaNNaNNaNNaN35.6
21France4.34.06NaNNaNNaNNaNNaN31.2
22Hungary4.33.727.38.24.314.930.16.2
23Sweden4.22.382.71.24.225.924.716.2
24Austria4.15.396.24.37.631.830.316.3
25Denmark4.111.4911.312.910.528.626.527.9
26Malta4.00.397.48.45.620.527.511.8
27Slovakia3.92.973.13.43.127.635.311.4
28Netherlands3.82.60NaNNaNNaNNaNNaN27.4
29Belgium3.83.5214.210.616.416.122.219.0
30Slovenia3.79.677.79.65.820.931.015.7
31Finland3.64.152.72.63.528.827.622.9
32Czechia3.51.159.56.911.227.825.812.8
33Norway3.43.312.11.52.848.145.541.7
34Iceland3.10.350.60.80.232.543.123.6
\n", + "
" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "3 Romania 7.2 1.44 3.8 \n", + "4 Bulgaria 6.8 0.34 8.9 \n", + "5 Spain 6.8 0.59 15.3 \n", + "6 Estonia 6.5 4.51 2.0 \n", + "7 Greece 6.5 0.12 6.9 \n", + "8 Latvia 6.5 6.79 1.4 \n", + "9 Portugal 6.2 0.83 24.2 \n", + "10 Lithuania 6.1 0.91 0.6 \n", + "11 Italy 5.8 0.32 14.1 \n", + "12 Cyprus 5.4 0.73 4.2 \n", + "13 European Union 5.2 2.82 9.2 \n", + "14 Croatia 5.1 5.29 9.1 \n", + "15 United Kingdom 5.1 1.30 7.5 \n", + "16 Germany 5.1 5.83 9.3 \n", + "18 Poland 4.9 3.55 1.8 \n", + "17 Ireland 4.9 0.32 2.0 \n", + "19 Luxembourg 4.4 4.89 9.6 \n", + "20 Switzerland 4.4 2.78 NaN \n", + "21 France 4.3 4.06 NaN \n", + "22 Hungary 4.3 3.72 7.3 \n", + "23 Sweden 4.2 2.38 2.7 \n", + "24 Austria 4.1 5.39 6.2 \n", + "25 Denmark 4.1 11.49 11.3 \n", + "26 Malta 4.0 0.39 7.4 \n", + "27 Slovakia 3.9 2.97 3.1 \n", + "28 Netherlands 3.8 2.60 NaN \n", + "29 Belgium 3.8 3.52 14.2 \n", + "30 Slovenia 3.7 9.67 7.7 \n", + "31 Finland 3.6 4.15 2.7 \n", + "32 Czechia 3.5 1.15 9.5 \n", + "33 Norway 3.4 3.31 2.1 \n", + "34 Iceland 3.1 0.35 0.6 \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN \n", + "3 6.1 2.3 \n", + "4 8.7 9.5 \n", + "5 11.2 18.4 \n", + "6 2.5 2.5 \n", + "7 6.7 8.2 \n", + "8 2.2 0.9 \n", + "9 23.1 22.5 \n", + "10 0.7 0.6 \n", + "11 10.5 16.1 \n", + "12 3.1 4.6 \n", + "13 7.7 10.8 \n", + "14 6.7 11.0 \n", + "15 5.8 9.9 \n", + "16 8.0 11.8 \n", + "18 1.6 2.3 \n", + "17 2.1 1.9 \n", + "19 8.5 13.0 \n", + "20 NaN NaN \n", + "21 NaN NaN \n", + "22 8.2 4.3 \n", + "23 1.2 4.2 \n", + "24 4.3 7.6 \n", + "25 12.9 10.5 \n", + "26 8.4 5.6 \n", + "27 3.4 3.1 \n", + "28 NaN NaN \n", + "29 10.6 16.4 \n", + "30 9.6 5.8 \n", + "31 2.6 3.5 \n", + "32 6.9 11.2 \n", + "33 1.5 2.8 \n", + "34 0.8 0.2 \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%) \n", + "0 NaN NaN 29.0 \n", + "1 3.3 8.1 2.9 \n", + "2 NaN NaN NaN \n", + "3 24.5 32.5 24.3 \n", + "4 20.4 31.1 15.0 \n", + "5 18.5 19.5 6.7 \n", + "6 26.0 37.0 18.1 \n", + "7 24.0 28.8 8.9 \n", + "8 26.6 41.2 18.3 \n", + "9 12.2 17.6 7.7 \n", + "10 34.9 48.2 17.4 \n", + "11 19.4 20.9 5.6 \n", + "12 20.9 27.1 4.5 \n", + "13 22.2 23.2 14.4 \n", + "14 17.5 22.9 9.1 \n", + "15 16.4 14.7 12.4 \n", + "16 25.2 21.0 23.7 \n", + "18 27.3 34.2 14.6 \n", + "17 27.1 26.1 18.9 \n", + "19 23.6 18.3 23.3 \n", + "20 NaN NaN 35.6 \n", + "21 NaN NaN 31.2 \n", + "22 14.9 30.1 6.2 \n", + "23 25.9 24.7 16.2 \n", + "24 31.8 30.3 16.3 \n", + "25 28.6 26.5 27.9 \n", + "26 20.5 27.5 11.8 \n", + "27 27.6 35.3 11.4 \n", + "28 NaN NaN 27.4 \n", + "29 16.1 22.2 19.0 \n", + "30 20.9 31.0 15.7 \n", + "31 28.8 27.6 22.9 \n", + "32 27.8 25.8 12.8 \n", + "33 48.1 45.5 41.7 \n", + "34 32.5 43.1 23.6 " + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#sns.pairplot(data=alcohol_country2, kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n", + "alcohol_country2.head(37)" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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GEOQuintile ShareAlcohol DeathsAlcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
2North Macedonia7.2NaNNaNNaNNaNNaNNaN
3Romania7.21.446.12.324.532.524.3
4Bulgaria6.80.348.79.520.431.115.0
5Spain6.80.5911.218.418.519.56.7
6Estonia6.54.512.52.526.037.018.1
7Greece6.50.126.78.224.028.88.9
8Latvia6.56.792.20.926.641.218.3
10Lithuania6.10.910.70.634.948.217.4
11Italy5.80.3210.516.119.420.95.6
12Cyprus5.40.733.14.620.927.14.5
13European Union5.22.827.710.822.223.214.4
14Croatia5.15.296.711.017.522.99.1
15United Kingdom5.11.305.89.916.414.712.4
16Germany5.15.838.011.825.221.023.7
18Poland4.93.551.62.327.334.214.6
17Ireland4.90.322.11.927.126.118.9
19Luxembourg4.44.898.513.023.618.323.3
20Switzerland4.42.78NaNNaNNaNNaN35.6
21France4.34.06NaNNaNNaNNaN31.2
22Hungary4.33.728.24.314.930.16.2
23Sweden4.22.381.24.225.924.716.2
24Austria4.15.394.37.631.830.316.3
25Denmark4.111.4912.910.528.626.527.9
26Malta4.00.398.45.620.527.511.8
27Slovakia3.92.973.43.127.635.311.4
28Netherlands3.82.60NaNNaNNaNNaN27.4
29Belgium3.83.5210.616.416.122.219.0
30Slovenia3.79.679.65.820.931.015.7
31Finland3.64.152.63.528.827.622.9
32Czechia3.51.156.911.227.825.812.8
34Iceland3.10.350.80.232.543.123.6
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
2North Macedonia7.2NaNNaNNaNNaNNaNNaN
3Romania7.21.446.12.324.532.524.3
4Bulgaria6.80.348.79.520.431.115.0
5Spain6.80.5911.218.418.519.56.7
6Estonia6.54.512.52.526.037.018.1
7Greece6.50.126.78.224.028.88.9
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday Top (%) \\\n", + "2 North Macedonia 7.2 NaN NaN \n", + "3 Romania 7.2 1.44 6.1 \n", + "4 Bulgaria 6.8 0.34 8.7 \n", + "5 Spain 6.8 0.59 11.2 \n", + "6 Estonia 6.5 4.51 2.5 \n", + "7 Greece 6.5 0.12 6.7 \n", + "\n", + " Alcohol Everyday Bottom (%) Alcohol Month Top (%) \\\n", + "2 NaN NaN \n", + "3 2.3 24.5 \n", + "4 9.5 20.4 \n", + "5 18.4 18.5 \n", + "6 2.5 26.0 \n", + "7 8.2 24.0 \n", + "\n", + " Alcohol Month Bottom (%) Binge-Drink Monthly(%) \n", + "2 NaN NaN \n", + "3 32.5 24.3 \n", + "4 31.1 15.0 \n", + "5 19.5 6.7 \n", + "6 37.0 18.1 \n", + "7 28.8 8.9 " + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country3.head(6)" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\numpy\\lib\\histograms.py:824: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\numpy\\lib\\histograms.py:825: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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/yBUwD8/MaePxx2jdIBMpnep2n2cpixN67J9QVlXSXC49rnN119tuvGvhiiQmXJGF5XJ86fV36pMXP1OPOf6YZesMHxAA8VjaH8eOTGvj8cfohh3P0tHZeqHHDDGP/5CfpOegrMbV5BcIOxk36u4vDLg9FFC3l0bXaqbT1g9p+Jg1TKT0KOZnO2R1Qo/5E8qqCpHL1uNar7vefs5m/fGLqRPITrscu3vb/PEBARCPMvfHmMd/yE+IzGcxria/QNjJuH8ys//i7t8IuE0UTC+XRjORkkzsz0zj+FZT6FySI+Sh1xyTVyAeZe2PsY//kJ8iZJ78AmFWU236GUm3m9k+M7vTzL5hZncG3H4h1euusYlp3T/+sA5O/Eg/mJz/89jEdMdLTBdJ7CsMlVGIfd6a07yyGUMbEE67XI4Mrsn1OJMzdCOrc1qauSTzqLrY+kCo9jDmzkbo/MSWx7yQXyDslXG/EHBbpbDcgymvPG+z3vG5+VUBy/iQyjLfDhCrpPs8hgeoxtAGhLVcLkcG1+jusSO5HWdyhm5lcU5LM5dkHlUXWx8I2R7G3OkLnZ/Y8pgn8gsEuDLOzI5v/HGizatUuvk0Y7kHU17yqTv12mc/ceEhlYcmZ7Jqemaal0Y/buRYbRheS1HNQJJ93u4BqllmM4Y29IpPONtbmsvxqaO5Huci52w15DA9aZ/Tus1l0nFIWTKPYsmrRsXWB0K3hzF3ukIfr6Xb23DcWv3nQz/S/sPVPHeTX1RdiCvjPibpbM2vouqSWnuRS3pCgPeIQrefZrR7MOW6wTULf+YhlchbDA9QjaENveATzu7kfZzzfv+0kMNi6yaXocYhRc88iiXPGhVbH4itPVhZ6OPVur0zT12n33vBJl16/Z2cu4GKSnxlnLufbWYm6f919ye4++ktr9JMxEndfzrSfDBlq9GRQR2eOrrwZx5Siby1y2mW2YyhDb2I7RP32OV9nPN+/7SQw2LrJpehxiFFzzyKJc8aFVsfiK09WFno49W6vdc++4kLE3ES526gioIs4ODuLml3iG3FrNtPR5Z7MOWV523WVbfew0Mqu8QtWPPS2A8xPEA1hjb0gk+4u5P3cc77/Xu1Wr8nh8XWTS5DjEM6yTznXITQzNHDM7O51ajY6n5s7cHKQh+v1u2tG1zDuRuouJALOHzFzJ7m7v8ScJtR6XYJ5qUPplzTX1N/zfSBV54Z9CGV9brr0ORMaR9+yS1Y89LaD70+QDVk7or6EFeWZe9Ou0UdsqpfRcxZJ/2eHMal29rYTS6TjkM6aQ/nXITQmqM3nX1GbjWqkz6Q5Ti6iOehKgt9vJZub7l+saa//bUyZf+dD6iaIFfGNTxH8xNy95jZnWb2DTO7M+D2c9fLpyOtD6Y8efgYnTgU9iGVzcHOOTv3aNsVt+icnXu078DEoz7FLvKn3NyCNS/N/bDcA1RXykynuUvahtjxCXf3Wo/z+qEB3T12JGiOunn/PHPWaU3upN+Tw3j0Whs7zWXScUgnme/0XFPkcQXS15qjq269R1ecu3nF3KaZp5X6QBrjmSTtQX7aZTD08Wpub3CgT1eet7hfXHneZvW32X4eWQWQrpBXxv1CwG1FKcZPs9oNmnfv2KYNw2slFf9Tbm7BmpflflgtM53krgpirAlFUtUcdVOTO+n35DAeaWc6i2PdSeaKPq5A+lpzdMd9h/XOz+/Tm84+Qz/1mGENDvQvym2eearqeQiL5ZHBqZk5veNz8/1i3eAaHZ46qnd8bp8+8MozpaFH//9kFSifkFfGHS/p6Y3XsLt/z92/F3D7UYjt06xOBs1Fv7KMh93Oy3I/rJYZJkgfEVtNKJKq5qibmtxpvyeHccgi02kf604yV/RxBdK3NEd33HdYb/3sXRoc6H9UbvPMU1XPQ1gsjwwO9Pdp7Mi0Lr7udr3imq/o4utu19iR6bbjerIKlE/iyTgzO8HMbpX0fyS9UtKvSvq0md1iZscn3T5W1smguejFm1uw5mW5H1bLDBOkCKGqOeqmJlP/iqUMme4kc0UfVyB9aS5MElIZ+iySyyOD3Z7fySpQPiFuU32rpL2SznL3uiSZWU3S5ZLeLum/B3gPtNEs5Esvq24t5EV/uDe3YM3Lcj+slplOcgespqo56qYmU/+KpQyZ7iRzRR9XIH1pLkwSUhn6LJLLI4Pdnt/JKlA+ISbjfl7S5uZEnCS5e93M/kDSNwJsHyvopJCXoXg3b8upuqz2w2qZYYIAIVQ1R93WZOpfcZQl06tlrgzjCqSv09qVZ57K0meRTF4Z7Ob8TlaB8gkxGTfj7rNLv+jus2Y2HWD7WMVqhZzijW51khkmCBBCFXNETS63KmSaDCOkvPNUhT6LleWdwU6RVaBcQkzGHWNmZ0paWq1MUmGrRb3uOjQ5E3VB7gbFuxpC5pbMAL1brS/Sv1B0zQw3s/7AQ1OlGC8hH7HUxLKN/9G5TjNIRhDSaZfdmHcTCqGX/XTv5S9KoSVhhZiMe0DSu9v8238G2H7m8lxiPSROFtWyXG6vPn+LTll3jNYNcuyBpDqtqWU5hwCrZZ6sFxdjxEcjz/mLPZdkBEBIiVdTdffnrPQK0cis5bnEeijNk8U5O/do2xW36Jyde7TvwITqdc+7aUjJcrm9+C9v19fve4hjDyTUTU0twzkE6CTzZL2YGCMujzznqwi5JCMAQko8GbccM7smje1mJc8l1kPhZFE97XJ77EAfxx5IqJuaWoZzCNBJ5sl6MTFGXB55zlcRcklGAISUymScpK0pbTcTzeWtW3WzvHW97hqbmNb94w9rbGI6l090OFmU00rZapfbw1NHOfZAQt3U1KTnECmO8wjiknUmOsl8iKwje1mNEYtWx8hzvorwu8tKGSla3gHkL63JuIMpbTcTzeWtm8W2k+WtWwvw/vGH9cbdd+Z6iTUDivJZ7fL95XJ7xbmbddWt9/R87BlYoEjSzGs3NbWXc0irItyqg+4kzWYemegk80mzjnxkMUYsYh0bGVyjqy/YQp5zUoTfXdrVvJHBNbnknXE6UGzmHrbTmtmQu08G3WiHtm7d6nv37g2yrW4eILrcwzyvOHez3vn5fbrjvsMaHRnU7h3bMl0ligeMdi3XndJJdscmpnXOzj2LPjVcmq163fXg5LQenp7Tdx+c1PtuvltjR6Z7OvZkqDCiz24W0s5rt9tP8hDqTvp6SVQiuyGymUcmOm137A9cT0mhs5vF+b1oday5T97zhX06d8upWj80oJOH1+qxJwyqvz+taxdyEW12izLuXK7mHZqcibZGl0i02W1V1dVRu125NIv9FNFqqm2zG2I11fl3MHuWpA9JOk7S483sKZIudvcdod4jS90ssb7cMw4uvf5OvensM3Txdbfncol1rWbatHFYu3dsq9oAubQ6uXy/VjOdPHyM6kOuobX9+sArz+z52Ld7dkesA2lUW9p57bamdnMOWaoIt+qgcyGymUcmOs18kqwjH1mMEYtWx1r76U13zd/gE/PkYRkV5XeX5WpeHnlnnA4UX7DJOEnvkfQCSZ+RJHf/upn9XMDtR6tdAV43uEZSfpdYM0Aul+bl+0s/dVsuWyGOfdEG0qi2LPKaVU3tpq8jfiGymVcmGEeUV9rHtmg0/18TAAAgAElEQVR1jDFPHIpac/LIO5kFii/oddfuft+SL1WiGqz04HyeN4FQsn42TxGe3QE0lSmvPIerXEJkk0ygaIqW2TKdQ5C9PPJOZoHiC3ll3H2NW1XdzAYkvU7StwJuP1rNAtx6z/7VF2zRSUMD2r1jW5SXWKN4sr58f7lcxzyQRrWVKa9FuVUHnQmRTTKBoilaZst0DkH28sg7mQWKL+Rk3GslvVfS4yTtl3STpN9a7ZvM7M8lnS3poLs/ufG1EyV9QtJpku6V9HJ3Hw/Y1qCKNuBAcWV5+T65RpGULa9FvVUHjxYqm2QCRVOkzJbtHILsZZ13MgsUX7DJOHd/UNKv9vCtfyHpA5J2tXztMkk3u/vlZnZZ4++XJm5kioo04AA6Ra5RJOQVsSKbQPzopygaMgsUW8jVVN+3zJcfkrTX3T/d7vvc/e/N7LQlX36ppGc3/vwRSbcq8sk4AAAAAAAAYDUhF3A4RtJTJd3deG2WdKKkV5vZn3a5rY3u/oAkNf57crv/0cxeY2Z7zWzv2NhYby0HckB2UVRkF0VFdlFUZBdFRXZRVGQXaQv5zLgfl3SWu89Kkpl9UPPPjXuepG8EfJ9F3P0aSddI0tatWz2t9ymiet11aHIm+ucIFKWdoXWa3Srsnyr8jGVC3W1vdraug0emdXSurjV9NZ183Fr19wdduBwJkN2w9ZbanZ0ssxv7cY29fVisCHU3rUyR1WIrQnZRbCEn4x4naUjzt6aq8efHuvucmU13ua0DZnaKuz9gZqdIOhiwnZVQr7v2HZh41Ao7mzYOR3USKEo781KF/VOFnxHVMDtb17cPTOi1f3n7QpavOn+LfnLjMBNyiELIekvtLqfYj2vs7UPxpJUpsgpgNSF/O3iHpK+Z2f82s7+QdIekd5rZkKQvdrmtz0i6sPHnCyW1feYclndocmah+EvS/vEpXbRrrw5NzuTcssWK0s68VGH/VOFnRDUcPDK9MBEnzWf5tX95uw4e6fbzKCAdIesttbucYj+usbcPxZNWpsgqgNWEXE31w2b2t5KeLskk/YG7f7/xz5e0+z4z+yvNL9Zwkpntl/THki6X9Ekze7Wk/5D0slDtrIqZ2bmF4t+0f3xKM7NzObVoeUVpZ16qsH+q8DOiGo7O1ZfN8uxcPacWAYuFrLfU7nKK/bjG3j4UT1qZIqsAVhP6vpmapDFJP5D042b2c6t9g7v/iruf4u5r3H3U3T/s7ofc/bnu/qTGf38QuJ2lN9Dfp9GRwUVfGx0Z1EB/X04tWl5R2pmXKuyfKvyMqIY1fbVls9zfxy2qiEPIekvtLqfYj2vs7UPxpJUpsgpgNcF+QzCzKyTtkfRGzV8Jd4mk3wu1fXRn/dCArt2+deEk0HxOwfqhgZxbtlhR2pmXKuyfKvyMqIaTj1urq87fsijLV52/RScftzbnlgHzQtZbanc5xX5cY28fiietTJFVAKsx9zALg5jZPkmb3T23h+Ns3brV9+7dm9fbR6coK/hE0s5cd8xK2Y1k/6SqCj9jiqLNbhU1V1Odnaurn9VUV0N2c8BqqkGUOruxH9fY2xe5Ume3V6ymWgiFyO5pl92YQWvic+/lL+rq/89iP3XbphS1zW7I1VS/I2mNJJ5UHYlazbRhOP4rMorSzrxUYf9U4WdENfT31/TYdYOr/49ATkLWW2p3OcV+XGNvH4onrUyRVQArCTkZ97DmV1O9WS0Tcu7+uoDvAQAAAAAAgAjEeEVgEa6+CzkZ95nGCwiOy7wXY38ACImagioj/51hP6EIyCmAogg2GefuHwm1LaBVve7ad2BCF+3aq/3jUwsPQN20cbiSJ1f2B4CQqCmoMvLfGfYTioCcAiiSxE+VNrNPNv77DTO7c+kreRPLqV53jU1M6/7xhzU2Ma16PcxCGmV0aHJm4aQqSfvHp3TRrr06NDmTc8vyEdP+IMdAOHn1p5hqSlVRS/NTtvynlaWy7SeUUxFySr0H0BTiyrjfafz37ADbqgQ+tenOzOzcwkm1af/4lGZm53JqUb5i2R/kGAgnz/4US02pKmppvsqU/zSzVKb9hPKKPafUewCtEl8Z5+4PNP77veZL0qSk/2j8GUsU4VObmAz092l0ZPHqhKMjgxro78upRfmKZX+QYyCcPPtTLDWlqqil+SpT/tPMUpn2E8or9pxS7wG0CnGb6jPM7FYzu8HMzjSzb0r6pqQDZvbC5E0sn9g/tVlJHpdWrx8a0LXbty6cXJufIq0fGkj9vWPS3Pczs3P62G/8Vz3/jJMl5bc/ipxjIDZZ9Kd29Zsamy9qaRi9jk/KlP80s9RuP40MruGWO0Rjpf4cw+2h1HsArULcpvoBSX8g6QRJX5L0C+7+FTP7SUl/JelzAd6jVJqf2rQW45g+tWknr0urazXTpo3D2r1jW2VXRlpu3199wRa99aVPVq1Wy2V/FDXHQIzS7k+r1e+q19g8UUuTSzI+KVP+08zScvtpZHCN7h47wi13iEa7/iwpittDqfcAWiW+Mk5Sv7vf5O5/Lek/3f0rkuTu3w6w7VIq6qeweV5aXfu/7Z152BxVmfZ/dxKWsK/yIeAERxQZBwJmEGWZAH6IiiyCAxgUGHUWVxRkZBgljOLnqKB+MCAQkGUCyBoYGTYDGBbZAoGETRCigMomyCpbnvnjnM5b6XS/b79Ld1dX37/req+3qrqW55y6z6lTz3nOqXFi7ZWXY73VV2DtlZfru0Zeo7z/xzPnMm7cuK7lR6/q2Jgy0u7yNFT93e91bDdxXTp6Rts+qYr+262l+nx65uXXPOTOlI5G5bksw0Nd3xtjioxFZNyiwvLLdb85Vr0BvdoL69Dq7lHGvO9VHRtTRtpdnspYh5iE69LRY30nOq0l57vpFcqiVdf3xpgiY+GM20zSc4CAiXmZvL78GJy/ktR6bbrNokXB0y++2tIDwaHV3aNZ3k9cdvzieeS68UAvi45N/zKcOqzstLM8uf4uN7V7X9Pz7//0cs/ruZNY3wN08rk8nHyvUl1teo921hHD1bbbzsaYGmPxNdXxEbFKRKwcERPycm19mbEw0rSH2hwrexx/A1v/xzXscfwN3P/4800nNHVodfdolPdn/P2WPP7cKy3fP2OqxnDrsH7G9Xf5sZ5HjvXdHVrNd2vbdJt21RHWtjFmNCiiOpXFlClT4rbbbuu2GT3Dk88nR059L9FFn926aY9NhXs2u5qIVrRbn/dB8NHjbxzW/TOVpPTabRcjqcP6mRLW332r3UZYz6Ojw/q2djOt5Lu1XSr6VrvtqCOs7Y7SE9qd9LVLO2CNKQsLv/PhVnZrqt2xGKZqepSRzJ/g0OruUZ/3jz3zUinmvzCmW5RlDphewfV3ubGeR4f13R1ayXdr25SBdtQR1rYxZjSMxddUTY9Smz+hSL/OsdKL+P6ZfsdlwFQJ69lUFWvbVBVr2xgzGuyM62M8x0pv4/tn+h2XAVMlrGdTVaxtU1WsbWPMaPAw1T7Gn9fubXz/TL/jMmCqhPVsqoq1baqKtW2MGQ12xvU5nmOlt/H9M/2Oy4CpEtazqSrWtqkq1rYxZqR4mKoxxhhjjDHGGGOMMR3CzjhjjDHGGGOMMcYYYzqEnXHGGGOMMcYYY4wxxnQIO+OMMcYYY4wxxhhjjOkQdsYZY4wxxhhjjDHGGNMhFBHdtmHMkPQk8Jtu21FgLeCpbhvRYXo1zU9FxM7dungL2u3VfB2KqqYLOpe2smi3SvfSaekMZdFuM8qcd93A+TFA2bVbBvpVL2VPdz9qt4z3xDa1RtGmftRukTLenxpltg26b19T7VbKGVc2JN0WEVO6bUcn6cc0d4Kq5mtV0wXVTlsjqpRep8WA864e54cZDv2ql35Nd5kp4z2xTa1RRpu6RZnzosy2Qbnt8zBVY4wxxhhjjDHGGGM6hJ1xxhhjjDHGGGOMMcZ0CDvj2stJ3TagC/RjmjtBVfO1qumCaqetEVVKr9NiwHlXj/PDDId+1Uu/prvMlPGe2KbWKKNN3aLMeVFm26DE9nnOOGOMMcYYY4wxxhhjOoQj44wxxhhjjDHGGGOM6RB2xhljjDHGGGOMMcYY0yHsjGsjksZLukPSz7ptS7uRtJqk8yXdJ+leSe/ttk1VQNLOku6X9KCkr3XbnrFE0kJJ8yXNk3Rbt+0ZDZJOlfSEpAWFbWtIukrSA/n/6t20sZ1USae9rMt+1+FYUiVNjwRryQwHSRtIuia3/+6W9KW8vdKakbS8pFsk3ZnTfWTevqGkm3O6fypp2W7b2i+UUYtl1Un9e2q37ck2LNUGq3o9Uk/Zn79lLGN19pWyvDXDzrj28iXg3m4b0SF+BFweERsDm9E/6W4bksYD/wl8ENgE2FfSJt21aszZPiImR8SUbhsySk4Ddq7b9jVgdkRsBMzO65WjojrtVV2eRp/qcCypqKaHy2lYS6Z1XgcOjoh3AlsBn8tlpuqaeQXYISI2AyYDO0vaCvgP4Ac53c8An+qijf1GGbVYVp3Uv6d2254a9W2wqtcj9ZxGuZ+/ZSxjRcpa3hpiZ1ybkLQ+8GFgRrdtaTeSVgG2A04BiIhXI+LZ7lpVCbYEHoyIhyLiVeAcYLcu22QaEBFzgD/Wbd4NOD0vnw7s3lGjOod1WhL6XIdjSd9r2loywyEifh8Rt+fl50kv+OtRcc1E4oW8ukz+C2AH4Py8vXLpLjNl1GIZdVL/nipJ3bRnCCpdj9RT9udvGctYnX2lK2+DYWdc+/ghcCiwqNuGdIC3Ak8CP8nhzjMkrdhtoyrAesAjhfVH87aqEMCVkuZK+oduG9MG1omI30N6cAFv6rI97aJqOq2aLvtFh2NJ1TQ9VlhLZkgkTQI2B26mDzSTh/rNA54ArgJ+DTwbEa/nXVx/dIkyabGEOql/T12zy/bUaNQGq3w90gKlzIMylbE6u8pW3ppiZ1wbkLQL8EREzO22LR1iArAFcEJEbA68SPVDiDuBGmyLjlvRPraOiC1IQ8E+J2m7bhtkRkTVdGpdmqpp2piOIGkl4ALgoIh4rtv2dIKIeCMiJgPrk6Jq39lot85aZcqmxTLppMl7almee26D9QhlK2NFylTehsLOuPawNbCrpIWk4S07SPqv7prUVh4FHo2Im/P6+STnnBkdjwIbFNbXB37XJVvGnIj4Xf7/BHARqbKsEo9LWhcg/3+iy/a0i0rptIK67BcdjiWV0vQYYi2ZpkhahvRiNjMiLsyb+0YzeXqWa0lzKK0maUL+yfVHhymzFkuik6XeU0mRcl3XbZM2WCnuXZcpVR6UuYwVKUl5GxQ749pARBwWEetHxCRgH+DqiNivy2a1jYj4A/CIpHfkTTsC93TRpKpwK7BR/vrLsiQtXdJlm8YESStKWrm2DOwELBj8qJ7jEmD/vLw/cHEXbWknldFpRXXZLzocSyqj6THGWjINyfNNnQLcGxHHFH6qtGYkrS1ptbw8EXg/af6ka4C98m6VS3eZKaMWy6aTJu+p07plT41B2mCVrkdapDR5UMYyVqRs5W0oFFGKCL3KImkqcEhE7NJtW9qJpMmkSUCXBR4CDoyIZ7prVe8j6UOk3qrxwKkRcVSXTRoTJL2V1OMFaZjzWb2cNklnA1OBtYDHgSOAWcC5wFuA3wIfi4j6CVkrQVV02uu67HcdjiVV0fRIsZbMcJC0DXAdMJ+BOaj+lTSPUGU1I2lT0kTg40kBDudGxL/nZ8k5wBrAHcB+EfFK9yztH8qoxTLrpPie2m17mrXBJK1JheuResr+/C1jGauzr7TlrRF2xhljjDHGGGOMMcYY0yE8TNUYY4wxxhhjjDHGmA5hZ5wxxhhjjDHGGGOMMR3CzjhjjDHGGGOMMcYYYzqEnXHGGGOMMcYYY4wxxnQIO+OMMcYYY4wxxhhjjOkQdsa1EUnrS7pY0gOSHpJ0nKTlWjjufyStNsQ+B0h6c2F9hqRN8vJCSWsNw85dJN0h6U5J90j6x7z9NEl7tXoeUx0k7SEpJG1c2DZJ0oIRnm+4mjxA0nFNtj+Z9fqApCskvW8kNuXzTS0eb823hx7Q07zC3yYjsWkkjIXeJP1ntvseSS8X0jFqHUuaIunEvPx3ku6W9AtJq+dtG0maWdh/+fz7+NFeuxNYl03tGpN6MJ/n4Wz/fZKOaOGYgyStUFj/19HaMci1Npc0Iy/vmfV9naQ187a/lHROYf9lJc2RNKFdNnWSkus/JO3YwNYR6XK4z3pJaxbK3h8kPVZYX3YkNtSd/zhJ71PiHEl3Sfpm4fcjJX24sL67pK+P9rq9gHU59LkkvZG1eKek2zVEOzjn38cL65MlfWgkNreCpB9K2i4vz8z6/nbh969L2q2wvoukI9tlTzdpdq8kvVnS+R24/rWS7s/34L5c9zT1Mag1H8S1kqa0sM9vJamwbZakF4afisXH17cPGp5L0nRJh7RwvvMlvVXScpIul7RA0mcLv58kafPC+uclHThS+5thZ1ybyOK7EJgVERsBGwETge8OdWxEfCginh1itwOAxc64iPh0RNwzAjuXAU4CPhIRmwGbA9cO9zwNzitJ1lfvsi9wPbBPtw1pwE8jYvNcrr4DXCjpnSM811RgxM480zJl19Pkwt+w69Ei6rAjKiI+FxGTgQ8Bvy6kYywaeYcD/z8vfwXYEjiHgft4FLD4BTEi/gzMAXrFoW1dtp+vZn1OBvaXtOEQ+x8ErFBYb5szLp/72Lx8MLAVcAZQe2n9Fkvq+1VgNrB3G23qJGXW/3ySfTX2Ae4cxfmmMoxnfUQ8XSt7wI+BHxTK4qujsANJawObR8SNpDb3KxGxKbCjpBUlrQdMjohLC4ddDOwpafnRXLtHsC6H5uWsxc2Aw4D/N8T+kxio1yDVx21xxklaA9gqIuZI2hQg63tbSatKWhfYMiIuLhx2KbBr0dFSIRreq4j4XUR0qq00Ld+DTYFXSPXJEtTe21v0QbTKs8DW+fyrAeuO8nz17YMRI+mvgPER8RDwAWAuKX/+If++GTAuIu4oHHYq8MWxuH4RO0vaxw7AnyPiJwAR8QbwZeCTklaq73mR9DNJU/PyQklr5Z6MeyWdrNRje6WkibnXZAowM3vbJzbzUkvaT9Iteb8TGzTIVwYmAE9nO1+JiPsLv28n6UalyL698jlXkjQ7e/jn13o3CvYeD9wObCBpJ0m/zPueJ2mlschc0z7yPdoa+BRNGkOSxkv6fr7/d0n6Qt6+o1LU2nxJp2rJSNAvFDSzcd5/jdxTcpekm2oP7laJiGtIzuRa5fmXuXdjrlKEQ+06H5F0c7bt55LWkTQJ+Cfgy7l8bJtP20jz6ypFRMzLPSfbLmWMaUgv6algz09V6DVW6q3eM9v5PUm35mvUooinSrpG0lnAfEnflPSlwvFHSfpibuwcpxTFdinwpsI+38jnXaDUG6es59sL+2wkae4w0rFF1v1dki6QtGrefr1Sz/Uvc/41enasCmwcEXfnTYuAZUkNodckbQ8szA2ZIrOAaa3a2C2sy47rsuZEeLFZHkr6IqmT8Zps93eAiUr17sx83FeyLQskHZS3TVLq8Z+Rt8+U9H5JNyhFUG/ZIC9XBjaNiNqL9CJgOQb0vS3w+4h4oO7QntD3UPSA/q8DtpS0TLb1bcC8gm0NbVBqPx9ZtEHDeNa3iqRDCzqs5cvblNrqZ+ZrnytpYoPDPwZclpdfI2l8HKl+XUSdExggIiLnSduimcqAdQkMX5erAM/k60jpWbAgX6fWcfAdkjNsnqR/Af4d2Duv790sL5QijE5Xev9cKOmjkr6bz325UkBHPXsBl+flen2/ka/9jeIBWd/XAru0kN5epnivFkd7KvkELsx5+oCkxYE7kj4l6VdK7/knK/sOJK2t1K67Nf9tPdTFc0fCocBbJG2mxu/tg/ogiueTNC7r41tNLlnsvP0oKUipdmxDrSq1W65Vilq7T+l5LtW1DwrnOUop6vAmSevU2TdYW2UaA07J10gBU8Wo92+ytE5fAhaqQZtiVESE/9rwR/Kc/qDB9jtIPRIHAMcVtv8MmJqXFwJrkXoyXif1kAGcC+yXl68FphSOX7xeOP6dwH8Dy+TtxwOfbGDTDOAJ4GySOMfl7acB55GctpsAD+btE4BV8vJawIOAsr2LSD0itd/mACvm9X8BvtHte+O/IbW7H3BKXr4R2CIvTwIW5OV/Bi4AJuT1NUgvW48Ab8/bzgAOKmjyC3n5s8CMvHwscERe3gGYl5eXKB8F25baDuwOXJaXZwMb5eX3AFfn5dUB5eVPA0fn5enAIYVzNdP8wcDheXk8sHK371Ov/PWAnp4kNaZrfxOBPYDT8z7LZjsmkpy+/5a3LwfcBmxI6t1+EdiwkLbb8/I44NfAmqTGyFVZQ28m9RruVUtzwa4zSdHKANcw8Az4di3dDdKyOD8L2+4Btikc+/28fD1wQn0+1R37f0nRWbX1nUk9h5eQGpRXAas2OG4C8ES3dWdddl+XpPr04Wz/C8C38/ah8nCtwjleKCy/mxSZsiKwEnA3KbJoEqmt9Nc5XXNJPdgCdiONUKi3bXvggjq9zyW1mVYFrgBWb3DceODJbuu3D/R/HHAM6eV8GnBE1tNeI7RhOi0865vkVf2xW5KioVYgdWjfS4qoeBsQDLSBF9tVd76ZwAcL68eSyshBWeMnNrFjfxq8V1Tpz7psTZckp9Y84D7gT8C78/Y9GajL1wF+S4pGmgr8rD4tdRpslBfTSe2FZYDNgJdq2gUuAnZvYNvp5OdEXv9htvVg0vvvjCZpmgYc220NtkHTze5VUdMHAA+Rnj3LA78BNiA9jxeSNL4MyRl8XD7mLAbad28B7m1y/Wsp+AvytlmkCO9JFN7bC1ptxQexFclvcPgg130PcFfW45X5nC+0oNU/AeuTysEvC+lcyJLtg2CgTfJdBtpB08nliiZtFeAXwF/n5Qk5P+8gRZDuSi4PDdJ1OHDwWGrEkXHtQySRNNo+HB6OiFqvy1ySkFtlR9KD/VZJ8/L6W+t3iohP599uAQ4hNWJrzIqIRZGGyNQ8zgK+Leku4OfAeoXffhMRN+XlrUgPkxvy9fcH/mIY9pvusC+pN4P8f98G+7wf+HFEvA4QEX8E3kHS66/yPqcD2xWOqfWIFHW8DekFj4i4GlhTOXpnGAgW96i+Dzgv6+1EBkKi1weukDQf+CrwV4Ocr5HmbwUOlDSdVHk/P0wb+5my66l+OODLpKiFHXKv9geBOXn7TqTo5nnAzSRHxkb5PLdExMP52guBp5XmmtgJuCMins72nx0Rb0TE74CrC3ZsrxTFNp/UGK5pdAZJe+NJjaezhkgPkOY8ApaPiOvzpvr8O7uQT2/S0lHL65IcQuT9Lo+Id0fErqTIjlnAu3Lv5Um1HtN8D6O+B7WEWJed0WVtmOr/IQ3De18LediMbYCLIuLFiHiBlNe1aJKHI2J+RCwiOelmR2o5z6dxu6le31dlfX+E1MHzP8A7sr5PVh4+FWmUw6tKkXW9TNn1X7Nrn/x3dmH7SGxoRKNnfStsS3LkvpTbArNIaSTbVWsD/1dhe5F67X0hl/EfkqKGjlCKSD1X0t8XjnuCwvQ0FcW6bE2XtaGPG5M6ys6QpJymWl3+OMnh8DctpGmwvLgsIl4j1aXjGYh6a7VuPSjbejQ52kjS4VnfnykcV1V9N7tX9cyOiD9Fmu7jHtL78pbALyLij/kenFfY//3Acfm5fwmwyjCeS8XrF9/b6xnMB3EiyZl41CDXeYPkzN0bmJjbIDUG0+otEfFofp7Po3l5eZUUzNTIvhrN2iqLdRoRr0fExyNic1IeHwQcLemY3AbYtXC+MddpJSahLSl3k7y+i5G0CqlivR94F0sOE242D8QrheU3SL3grSJSL/phQ+0YEfNJw1jOJPVkH9Dg+rXCOw1Ym+Tdf03SQuqGoBT2vyoiGj1MTQnJL/A7kF6yg/TgDUmH1u/K0s7moRzNNS29wUDd0+iYRk7swdic1DM9Dng2v/jVcyxwTERcojQcfHoLdi62L9LcF9sBHwbOlPS9iDhjmHb2HT2qJyLiz5KuJc0jsTcDDW6RetWuWMLQpKli3QepAXAAyQlR7OBYyh6leYCOJ/VePpKdvrU69QJS7/vVwNzsPGmFofKv3o769Zdp8FzKTrtpJGfObFKZOID0YvKTvNuyLFmOSoV12XldRsQL2fZtSD3kI2GwvC/qbVFhfRGN27rN9L0CqePwAyQ7dyP1lE8DTs67LQf8eTiGl4le0X9E3CLpXaSX2V8V3l9HYsNg+7VyziKD7TtUvQrNtbcnKRpsdVJ01d8pDbU+K7+gL5+PrSTW5VL7tXJOIuKXSh+oWLuV/ZswWF68kq+zSNJruZMDhl+37kaK2l4ReFfW9xxJMyMN/6u0vmGpe1VP/fv+BAa/n+OA9+YOucVIuoLka7gtUrANdb+PJ0WR35s31bcRBrOp6IO4kdRZd3Sun5pxDimKcnq9KcO4brPyUtRjs/2atVUa6pQUuXo68F6Ss29vUnTeJfn3MdepI+Pax2xgBUmfhMXiP5oUXvoyKdRystJ46w1I3u/h8DwpPH4oG/aS9KZswxqSlohMU5r/bWph02RSeOxgrEoahlSbN6hZtNtNwNaS3pavtYKktw9xbtNd9gLOiIi/iIhJEbEByTlb37t7JfBPyl+VU5qw9T5gUu1+A58g9XQMxhzy/DtZh09FxHOtGivpb0lDtE7Oxz0s6WP5NylNwAlJs4/l5f0Lp2ilHJHLzRMRcTJwCrBFqzb2OT2lpzrOAQ4kRUHUnBxXAP+sPE+KpLdLWrHJ8ReRekH/pnD8HGAfpTlv1iUNlYOBBsFT2dm1eJ6Y3Mi5AjiBAWfXkETEU8DLGvjKWn3+LZ6fA3g8IuobZPeShl3V8zXSMO/XSQ2zIDXKV8jnWwd4LPdolhXrssO6zHn4HtLQ2MHysL5Ofk0D8xLNAXbPbYkVSeBg884AAATpSURBVMN2rxvq2k1opu9DgR/lKIRG+l6TNEz1tRFetwz0kv4PY+mPeIzEhpae9S0yB9hDab7mlUgO25oON5RUi+6ofYignqW0p/SF1s+ThkCuQNIcJIdU7QXz7cCIvijaI1iXI0BpDrzxpLm/55Dmghuv9KGQ7UijnuqvU78+ls+oRvpeBvgS8D2SvmsOlNpcclB9fdffq1a4BfhbSatnvReDfK4k1Rm1c08GiIgP5Ei8Ro64ZUgfkHgkIu4aYTJqnEKKID9Pg39h/Lp8zbPrtjfT6mAMu7wM0lZppNPVSUPQz2CgHg6WdNqNuU7tjGsT2VO7B8kZ9gCp4C0qhHPeQHrIzAe+T5o4cTicBvxY+QMOTWy4B/g34EqlIaVXsfSXTAQcqvTZ43nAkQxExTVjJjBF0m2kyvu+Jtd/Mp/r7Hz9m4CNG+1rSsO+pJe1Ihew5FeYIEVX/Ba4S9KdwMdzhXcgqWKeT6rEfjzE9aaTtHQXaYLZ/QffHRiYdPZXpMbQnhFR6+GZBnwq23Q3qZFcu855kq4Dniqc679Jjeri5LmNmArMk3QH6WH4oxbsNL2lp9pfzXl1Jalx8PMY+HreDNLwgduVJt49kSY9dvmYa4BzIw1tg5QXD5Dq/RPIDfVIX646OW+fRRoWXWQmqUEw3IiiTwA/yPmxCWli8BrPSbqRFDX6mQbH3g2sXXTq5I6jTWPgK3/HkBpPxaFF25O+jFZmrMvO6fJ7uW1xVz7PhUPk4UnAZRqYoPkkUv7PjIjbSW2fW0jDcWfEkl86a5mIuA9YVYVhPZLeTIoCrE3qfDSp3bI/A0Nbtie9gPQyvaB/ACLiskgfaipuG4kNrT7rW7HpFtKL5a0kfZyQR5dAqjc/k9O6Ikm/9VxKalMU+SJJzy+T3geWz2m7OtKQbKiG9gbDumyd2odt5gE/BfbP9flFpLr2TlIk0KER8Ye87XWlie6/THoGbJLPsTejyIsGNNL350gjtV7Ktijn0Q0x8OXOXmg7jIRm92pIIuIx0jxnN5OmhbqHNJ8apDpjitJHN+4hfQykGTPzvV1Aqpd2G2TflomIY0j11ZlKH+lotE9ExPdzB3GRZlodjPr2Qas0aqs00uk3gG9lH84VpI9lzmcgKh7SB2Z+PszrD0ptQnPTZnJD+mzgoxHR8tfwjDHG9B65YXI78LFY+ouMwz3XIaSPJXx9yJ1bO9/1wOdjYC6QZvt9lRQFdNowzn0xaXLbB0dnpWkHZdZlp8kvpc9HxIxhHHMhcFgs+dV5Y8gRUedH46kyivuJFDH3wVajj7Kj+LSI2Gn0lhrTXnIbY5eCo22o/dcBzoqIHdtrWe8haaVI0zxMIDmwTo2Ieqe1GYRGbZUcyHQNsHWrzlGl+Xa/EhGfGEv7HBnXISLixhx6bUecMcZUGEmbkL4yPXsMHB4XAZ+kO9GYx5E++d4SSh8WON+OuHJSIV2OFScwjLkN81DCWXbEmdGQoy4OIX0BsVU2yMcY0wsczPD0/ZZ8jFma6TmqbgFpRN2sLtvTUzRrq+Qo5CNIH6FslbWAMe98dGScMcYYY4wxxhhjjDEdwpFxxhhjjDHGGGOMMcZ0CDvjjDHGGGOMMcYYY4zpEHbGGWOMMcYYY4wxxhjTIeyMM8YYY4wxxhhjjDGmQ9gZZ4wxxhhjjDHGGGNMh/hf2ktnBeDNGZ4AAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "alcohol_country3 = alcohol_country3.sort_values(by=[\"Quintile Share\"], ascending = False)\n", + "alcohol_country2 = alcohol_country2.sort_values(by=[\"Quintile Share\"], ascending = False)\n", + "#sns.pairplot(data=alcohol_country3.dropna().head(7), kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n", + "sns.pairplot(data=alcohol_country3)#, kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n", + "\n", + "#alcohol_country3.shape#(6)" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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Quintile ShareAlcohol DeathsAlcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
Quintile Share1.000000-0.2660750.0202660.045074-0.1570650.100774-0.274276
Alcohol Deaths-0.2660751.0000000.2624910.0266400.0900750.0056760.339952
Alcohol Everyday Top (%)0.0202660.2624911.0000000.806580-0.598354-0.594104-0.107653
Alcohol Everyday Bottom (%)0.0450740.0266400.8065801.000000-0.547251-0.772350-0.225697
Alcohol Month Top (%)-0.1570650.090075-0.598354-0.5472511.0000000.6328080.539901
Alcohol Month Bottom (%)0.1007740.005676-0.594104-0.7723500.6328081.0000000.202695
Binge-Drink Monthly(%)-0.2742760.339952-0.107653-0.2256970.5399010.2026951.000000
\n", + "
" + ], + "text/plain": [ + " Quintile Share Alcohol Deaths \\\n", + "Quintile Share 1.000000 -0.266075 \n", + "Alcohol Deaths -0.266075 1.000000 \n", + "Alcohol Everyday Top (%) 0.020266 0.262491 \n", + "Alcohol Everyday Bottom (%) 0.045074 0.026640 \n", + "Alcohol Month Top (%) -0.157065 0.090075 \n", + "Alcohol Month Bottom (%) 0.100774 0.005676 \n", + "Binge-Drink Monthly(%) -0.274276 0.339952 \n", + "\n", + " Alcohol Everyday Top (%) \\\n", + "Quintile Share 0.020266 \n", + "Alcohol Deaths 0.262491 \n", + "Alcohol Everyday Top (%) 1.000000 \n", + "Alcohol Everyday Bottom (%) 0.806580 \n", + "Alcohol Month Top (%) -0.598354 \n", + "Alcohol Month Bottom (%) -0.594104 \n", + "Binge-Drink Monthly(%) -0.107653 \n", + "\n", + " Alcohol Everyday Bottom (%) \\\n", + "Quintile Share 0.045074 \n", + "Alcohol Deaths 0.026640 \n", + "Alcohol Everyday Top (%) 0.806580 \n", + "Alcohol Everyday Bottom (%) 1.000000 \n", + "Alcohol Month Top (%) -0.547251 \n", + "Alcohol Month Bottom (%) -0.772350 \n", + "Binge-Drink Monthly(%) -0.225697 \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) \\\n", + "Quintile Share -0.157065 0.100774 \n", + "Alcohol Deaths 0.090075 0.005676 \n", + "Alcohol Everyday Top (%) -0.598354 -0.594104 \n", + "Alcohol Everyday Bottom (%) -0.547251 -0.772350 \n", + "Alcohol Month Top (%) 1.000000 0.632808 \n", + "Alcohol Month Bottom (%) 0.632808 1.000000 \n", + "Binge-Drink Monthly(%) 0.539901 0.202695 \n", + "\n", + " Binge-Drink Monthly(%) \n", + "Quintile Share -0.274276 \n", + "Alcohol Deaths 0.339952 \n", + "Alcohol Everyday Top (%) -0.107653 \n", + "Alcohol Everyday Bottom (%) -0.225697 \n", + "Alcohol Month Top (%) 0.539901 \n", + "Alcohol Month Bottom (%) 0.202695 \n", + "Binge-Drink Monthly(%) 1.000000 " + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country3.corr()" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(27, 8)" + ] + }, + "execution_count": 67, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country3.dropna().shape" + ] + }, + { + "cell_type": "code", + "execution_count": 156, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "6.7 6.966666666666668 5.6499999999999995 6.233333333333334\n" + ] + }, + { + "data": { + "image/png": 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\n", 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" + ], + "text/plain": [ + " Country geometry\n", + "21 Norway POLYGON ((31.10104220259763 69.55810108805622,..." + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "eu_map = europe.drop(columns=[\"continent\",\"pop_est\",\"iso_a3\",\"gdp_md_est\"])\n", + "eu_map.head(1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CountrygeometryQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
0NorwayPOLYGON ((31.10104220259763 69.55810108805622,...3.43.312.11.52.848.145.541.7
1FrancePOLYGON ((6.186320428094177 49.46380280211451,...4.34.06NaNNaNNaNNaNNaN31.2
2SwedenPOLYGON ((11.02736860519687 58.85614940045936,...4.22.382.71.24.225.924.716.2
3BelarusPOLYGON ((28.17670942557794 56.16912995057879,...NaNNaNNaNNaNNaNNaNNaNNaN
4UkrainePOLYGON ((31.78599244755525 52.1016775699397, ...NaNNaNNaNNaNNaNNaNNaNNaN
5PolandPOLYGON ((23.48412763844985 53.91249766704114,...4.93.551.81.62.327.334.214.6
6AustriaPOLYGON ((16.97966678230404 48.12349701597631,...4.15.396.24.37.631.830.316.3
7HungaryPOLYGON ((22.08560835133486 48.42226430927179,...4.33.727.38.24.314.930.16.2
8MoldovaPOLYGON ((26.6193367855978 48.22072622333347, ...NaNNaNNaNNaNNaNNaNNaNNaN
9RomaniaPOLYGON ((28.23355350109904 45.48828318946829,...7.21.443.86.12.324.532.524.3
10LithuaniaPOLYGON ((26.49433149588376 55.61510691997763,...6.10.910.60.70.634.948.217.4
11LatviaPOLYGON ((27.28818484875151 57.47452830670383,...6.56.791.42.20.926.641.218.3
12EstoniaPOLYGON ((27.98112685700099 59.47537333432527,...6.54.512.02.52.526.037.018.1
13GermanyPOLYGON ((14.11968631354256 53.75702912049104,...5.15.839.38.011.825.221.023.7
14BulgariaPOLYGON ((22.65714969248299 44.23492300066128,...6.80.348.98.79.520.431.115.0
15Greece(POLYGON ((26.2900028826017 35.29999034274793,...6.50.126.96.78.224.028.88.9
16AlbaniaPOLYGON ((21.0200403174764 40.84272695572588, ...NaNNaNNaNNaNNaNNaNNaNNaN
17CroatiaPOLYGON ((16.56480838386486 46.50375092221983,...5.15.299.16.711.017.522.99.1
18SwitzerlandPOLYGON ((9.59422610844635 47.52505809182027, ...4.42.78NaNNaNNaNNaNNaN35.6
19LuxembourgPOLYGON ((6.043073357781111 50.12805166279423,...4.44.899.68.513.023.618.323.3
20BelgiumPOLYGON ((6.15665815595878 50.80372101501058, ...3.83.5214.210.616.416.122.219.0
21NetherlandsPOLYGON ((6.905139601274129 53.48216217713065,...3.82.60NaNNaNNaNNaNNaN27.4
22PortugalPOLYGON ((-9.034817674180246 41.88057058365968...6.20.8324.223.122.512.217.67.7
23SpainPOLYGON ((-7.453725551778092 37.09778758396607...6.80.5915.311.218.418.519.56.7
24IrelandPOLYGON ((-6.197884894220991 53.86756500916336...4.90.322.02.11.927.126.118.9
25Italy(POLYGON ((10.44270145024663 46.89354625099743...5.80.3214.110.516.119.420.95.6
26Denmark(POLYGON ((9.921906365609118 54.98310415304803...4.111.4911.312.910.528.626.527.9
27United Kingdom(POLYGON ((-6.197884894220991 53.8675650091633...5.11.307.55.89.916.414.712.4
28IcelandPOLYGON ((-14.50869544112923 66.45589223903143...3.10.350.60.80.232.543.123.6
29SloveniaPOLYGON ((13.80647545742153 46.50930613869122,...3.79.677.79.65.820.931.015.7
30FinlandPOLYGON ((28.59192955904319 69.06477692328666,...3.64.152.72.63.528.827.622.9
31SlovakiaPOLYGON ((22.55813764821175 49.08573802346714,...3.92.973.13.43.127.635.311.4
32CzechiaPOLYGON ((15.01699588385867 51.10667409932158,...3.51.159.56.911.227.825.812.8
33Bosnia and Herz.POLYGON ((18.55999999999995 42.64999999999998,...NaNNaNNaNNaNNaNNaNNaNNaN
34MacedoniaPOLYGON ((22.38052575042459 42.32025950781509,...NaNNaNNaNNaNNaNNaNNaNNaN
35SerbiaPOLYGON ((18.82982479287395 45.90887235802528,...9.43.79NaNNaNNaNNaNNaN29.0
36MontenegroPOLYGON ((20.07070000000004 42.58863000000008,...NaNNaNNaNNaNNaNNaNNaNNaN
37KosovoPOLYGON ((20.59024654668023 41.85540891928363,...NaNNaNNaNNaNNaNNaNNaNNaN
\n", + "
" + ], + "text/plain": [ + " Country geometry \\\n", + "0 Norway POLYGON ((31.10104220259763 69.55810108805622,... \n", + "1 France POLYGON ((6.186320428094177 49.46380280211451,... \n", + "2 Sweden POLYGON ((11.02736860519687 58.85614940045936,... \n", + "3 Belarus POLYGON ((28.17670942557794 56.16912995057879,... \n", + "4 Ukraine POLYGON ((31.78599244755525 52.1016775699397, ... \n", + "5 Poland POLYGON ((23.48412763844985 53.91249766704114,... \n", + "6 Austria POLYGON ((16.97966678230404 48.12349701597631,... \n", + "7 Hungary POLYGON ((22.08560835133486 48.42226430927179,... \n", + "8 Moldova POLYGON ((26.6193367855978 48.22072622333347, ... \n", + "9 Romania POLYGON ((28.23355350109904 45.48828318946829,... \n", + "10 Lithuania POLYGON ((26.49433149588376 55.61510691997763,... \n", + "11 Latvia POLYGON ((27.28818484875151 57.47452830670383,... \n", + "12 Estonia POLYGON ((27.98112685700099 59.47537333432527,... \n", + "13 Germany POLYGON ((14.11968631354256 53.75702912049104,... \n", + "14 Bulgaria POLYGON ((22.65714969248299 44.23492300066128,... \n", + "15 Greece (POLYGON ((26.2900028826017 35.29999034274793,... \n", + "16 Albania POLYGON ((21.0200403174764 40.84272695572588, ... \n", + "17 Croatia POLYGON ((16.56480838386486 46.50375092221983,... \n", + "18 Switzerland POLYGON ((9.59422610844635 47.52505809182027, ... \n", + "19 Luxembourg POLYGON ((6.043073357781111 50.12805166279423,... \n", + "20 Belgium POLYGON ((6.15665815595878 50.80372101501058, ... \n", + "21 Netherlands POLYGON ((6.905139601274129 53.48216217713065,... \n", + "22 Portugal POLYGON ((-9.034817674180246 41.88057058365968... \n", + "23 Spain POLYGON ((-7.453725551778092 37.09778758396607... \n", + "24 Ireland POLYGON ((-6.197884894220991 53.86756500916336... \n", + "25 Italy (POLYGON ((10.44270145024663 46.89354625099743... \n", + "26 Denmark (POLYGON ((9.921906365609118 54.98310415304803... \n", + "27 United Kingdom (POLYGON ((-6.197884894220991 53.8675650091633... \n", + "28 Iceland POLYGON ((-14.50869544112923 66.45589223903143... \n", + "29 Slovenia POLYGON ((13.80647545742153 46.50930613869122,... \n", + "30 Finland POLYGON ((28.59192955904319 69.06477692328666,... \n", + "31 Slovakia POLYGON ((22.55813764821175 49.08573802346714,... \n", + "32 Czechia POLYGON ((15.01699588385867 51.10667409932158,... \n", + "33 Bosnia and Herz. POLYGON ((18.55999999999995 42.64999999999998,... \n", + "34 Macedonia POLYGON ((22.38052575042459 42.32025950781509,... \n", + "35 Serbia POLYGON ((18.82982479287395 45.90887235802528,... \n", + "36 Montenegro POLYGON ((20.07070000000004 42.58863000000008,... \n", + "37 Kosovo POLYGON ((20.59024654668023 41.85540891928363,... \n", + "\n", + " Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 3.4 3.31 2.1 \n", + "1 4.3 4.06 NaN \n", + "2 4.2 2.38 2.7 \n", + "3 NaN NaN NaN \n", + "4 NaN NaN NaN \n", + "5 4.9 3.55 1.8 \n", + "6 4.1 5.39 6.2 \n", + "7 4.3 3.72 7.3 \n", + "8 NaN NaN NaN \n", + "9 7.2 1.44 3.8 \n", + "10 6.1 0.91 0.6 \n", + "11 6.5 6.79 1.4 \n", + "12 6.5 4.51 2.0 \n", + "13 5.1 5.83 9.3 \n", + "14 6.8 0.34 8.9 \n", + "15 6.5 0.12 6.9 \n", + "16 NaN NaN NaN \n", + "17 5.1 5.29 9.1 \n", + "18 4.4 2.78 NaN \n", + "19 4.4 4.89 9.6 \n", + "20 3.8 3.52 14.2 \n", + "21 3.8 2.60 NaN \n", + "22 6.2 0.83 24.2 \n", + "23 6.8 0.59 15.3 \n", + "24 4.9 0.32 2.0 \n", + "25 5.8 0.32 14.1 \n", + "26 4.1 11.49 11.3 \n", + "27 5.1 1.30 7.5 \n", + "28 3.1 0.35 0.6 \n", + "29 3.7 9.67 7.7 \n", + "30 3.6 4.15 2.7 \n", + "31 3.9 2.97 3.1 \n", + "32 3.5 1.15 9.5 \n", + "33 NaN NaN NaN \n", + "34 NaN NaN NaN \n", + "35 9.4 3.79 NaN \n", + "36 NaN NaN NaN \n", + "37 NaN NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 1.5 2.8 \n", + "1 NaN NaN \n", + "2 1.2 4.2 \n", + "3 NaN NaN \n", + "4 NaN NaN \n", + "5 1.6 2.3 \n", + "6 4.3 7.6 \n", + "7 8.2 4.3 \n", + "8 NaN NaN \n", + "9 6.1 2.3 \n", + "10 0.7 0.6 \n", + "11 2.2 0.9 \n", + "12 2.5 2.5 \n", + "13 8.0 11.8 \n", + "14 8.7 9.5 \n", + "15 6.7 8.2 \n", + "16 NaN NaN \n", + "17 6.7 11.0 \n", + "18 NaN NaN \n", + "19 8.5 13.0 \n", + "20 10.6 16.4 \n", + "21 NaN NaN \n", + "22 23.1 22.5 \n", + "23 11.2 18.4 \n", + "24 2.1 1.9 \n", + "25 10.5 16.1 \n", + "26 12.9 10.5 \n", + "27 5.8 9.9 \n", + "28 0.8 0.2 \n", + "29 9.6 5.8 \n", + "30 2.6 3.5 \n", + "31 3.4 3.1 \n", + "32 6.9 11.2 \n", + "33 NaN NaN \n", + "34 NaN NaN \n", + "35 NaN NaN \n", + "36 NaN NaN \n", + "37 NaN NaN \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%) \n", + "0 48.1 45.5 41.7 \n", + "1 NaN NaN 31.2 \n", + "2 25.9 24.7 16.2 \n", + "3 NaN NaN NaN \n", + "4 NaN NaN NaN \n", + "5 27.3 34.2 14.6 \n", + "6 31.8 30.3 16.3 \n", + "7 14.9 30.1 6.2 \n", + "8 NaN NaN NaN \n", + "9 24.5 32.5 24.3 \n", + "10 34.9 48.2 17.4 \n", + "11 26.6 41.2 18.3 \n", + "12 26.0 37.0 18.1 \n", + "13 25.2 21.0 23.7 \n", + "14 20.4 31.1 15.0 \n", + "15 24.0 28.8 8.9 \n", + "16 NaN NaN NaN \n", + "17 17.5 22.9 9.1 \n", + "18 NaN NaN 35.6 \n", + "19 23.6 18.3 23.3 \n", + "20 16.1 22.2 19.0 \n", + "21 NaN NaN 27.4 \n", + "22 12.2 17.6 7.7 \n", + "23 18.5 19.5 6.7 \n", + "24 27.1 26.1 18.9 \n", + "25 19.4 20.9 5.6 \n", + "26 28.6 26.5 27.9 \n", + "27 16.4 14.7 12.4 \n", + "28 32.5 43.1 23.6 \n", + "29 20.9 31.0 15.7 \n", + "30 28.8 27.6 22.9 \n", + "31 27.6 35.3 11.4 \n", + "32 27.8 25.8 12.8 \n", + "33 NaN NaN NaN \n", + "34 NaN NaN NaN \n", + "35 NaN NaN 29.0 \n", + "36 NaN NaN NaN \n", + "37 NaN NaN NaN " + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#alcohol_country3 = alcohol_country3.rename(columns={\"GEO\": \"Country\"})\n", + "alcohol_country2 = alcohol_country2.rename(columns={\"GEO\": \"Country\"})\n", + "eu_map_stats = eu_map.merge(alcohol_country2, on = \"Country\", how = \"left\" )\n", + "eu_map_stats.head(40)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 165, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Quintile Share\" , ax=ax, legend=True, cax=cax)\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Quintile Share\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Income Quintile Share Ratio\", fontsize = 20, loc=\"right\")\n", + "plt.plot() \n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Quintile Share.png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 166, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Binge-Drink Monthly(%)\" , ax=ax, legend=True, cax=cax)\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Binge-Drink Monthly(%)\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Binge-Drink Monthly(%)\", fontsize = 20, loc=\"right\")\n", + "plt.plot() \n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Binge-Drink Monthly.png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 167, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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rt4tIzwqHPoY1xuE9z0F69eDXOuyBrzdhdSt4UUSu8NYaKiL9sKYLLL/y8RVW39pxIjKiwuF3Ys1084Pn4Ny6EpHjxPs6A+WtvwUe28q7AVzveaDdd/iwec79LB5r2k7PGIZiDWI8yOFTj5a3qNZlMGJjfOZ86S37/knPPuL2SVH5VMDepoONAv7t+VkUkd5Yn9UiDk/MvbIbE27BnqlHRMZUPEZEBmO9J2FYsxt5rvuxyq7rQjl8fv7mwHM11d9A9flsVOVZ+/4tbwNjRaSFiHgbLO/NbPu+4t98JXZD0ptYDTEveexaY9+f5bHtrAr7PI3AukrhbRxIQNA+/EqpgOIxQCsMq5tDf6yW2CishOlyc/gy579iTad3vogswLpE3gGr9XsDf/T/bhBjzA4R+Qar7z7UrTvPaKzp+lbV0Of/TayrGBNE5CF7YKm3WDJF5DKsvv4/ici3WK1aLYFBWK193exjt4nInVgnP8tEpHyO+BOwBsqtx5qist4aqY6fxVrQ6P/s2z/FWhgqAyuBHQoMxxr4V2g/Jk+shZM+xZrH+1OsE8YhWLMs7aXy7Et1dTdwmh3LVqwrP/2xPn/ZWCeK5aYAm7BOQLpgzd+fjHUVYApwcQNjqa05WGtLDMf62+kIXIL1N3ejPTtNuYVYJy13ikgb/ui3/lJVs1M1xufBx97ASubGAqtFZCpWq/X5WH9Lbxljpnh53BKsVvfFIjILq1vHJVhdgG41xtTqu8cYM02sRQAnYa2FsACrxbsM6+/5VDuemVhrFHg+Nk9EXsGasnOFiEzBaok+Hev7z28r6hpj0sVa1Ot0EXkHay0BN/CZl9mZaiprqoj8C2uWnM0iMgNrutmWWLPmnABM54/ZdKora6/9Gh4rIs3smZ6q8mesQeZHeM6oZYxZISLfY520tsU6gb0K+Knid7hYa6sMBqbYXcQCkwmAuUH1pje96Y0/5rUuvxVjzQu9FGtF2jF4zGle4bFtsAbWbsNq7dqCdRUgDu9z64+nlvPwV9h/jv24X+v43N63H3dHLY79zj72PPv3h6kwz7nHsf2xpvfchTXLzz6s7i83eDn2NLvsbPu13Yy1sFQrL8fOpoo58qt67XxZRw2vT1usefkXYLUwlmK14i/AShbae3nM0VgtpBn267QDa7rVSvOkU8e58u3n/DZ/zO2dj5VovQh09VJGEtYg8/1YJya/YiWWlcquxXtRXayVPjf8MQ//ZKw+ylPs96oAK/E/vYp6xmAl/nn88feZUovPp98/c7X4vJQ/dnINx0VgXfVZbr8e+VgNDNfhMfe8fWz5PPzTsKap/Ajru6rIfj8vqGucHu/Pc/ZnyfO1LvYWh8fjwrG6pGzD+nxvw7qSEk3d5+FfXUUdT9uPGVphez+sbknZWMn+oXKpwzz8HvtOxBoztdd+LulY3amewkrKa/taXm7XfWU1x3S33+f7qtifgNV9NAdrKtlP8P79cpdd1yn1ed8b6yZ2sEoppWpgX314CGtgV7UrvioVaOz+0b8D7xhjxjsaTBCzu8vkAt8Ya7C2v+oRrJOJi7FmfHrYX3WFGhGJwr7Ca4wZ5cd6wrC6+BQBR5kATqq1D79SStWC3Z/3JqyWWZ9MtaiUUlWxk8ersbr3PCQif3U4pKBhjCnB6jZ2jIg0ZOHFmlyGNWD3rkBO9kH78CulVLVE5E9YfTzPwhobcI8xpqD6RymlVMMZY4pE5Gysgb2xItLBGFPV/P/KgzHmE7EWS2zpx2rCscZr/OTHOnxCE36llKreRVitbPuA/+D/mS+UUuoQY0wG8IjTcQQjY8wzfi7/HX+W70vah18ppZRSSqkQpn34lVJKKaWUCmF16tKTkJBgUlJS/BSKUkoppZRSVVu6dGmmMaZdVftPP7GZydrvqmp3o1j6W/FMY0ylRdScVKeEPyUlhSVLlvgrFqWUUkoppaokItur25+138Ximb5Y/Lf+wjtuSnA0AC900K5SSimllAoJBnDjrvG4pkYTfqWUUkopFSIMLqMJf0U6aFcppZRSSqkQpi38SimllFIqJFhdenTK+Yo04VdKKaWUUiEj0Pvw2ysAvwskAm5gkjHmBRF5CmtV9xJgCzDBGHPAy+O3AbmACygzxgytqU7t0qOUUkoppVTjKQPuNsb0BUYAt4pIP+B7YIAxZhCwEbi/mjJONMYcUZtkH7SFXymllFJKhQiDwWUCu0uPMWYPsMf+OVdE1gGdjTHfeRy2CLjQV3Vqwq+UUkoppUJGMPXhF5EU4Ejglwq7rgE+ruJhBvhORAzwmjFmUk31aMKvlFJKKaWU7ySIiOdKtZO8JeUi0hz4HLjTGJPjsf3vWN1+3q+i/FHGmN0i0h74XkTWG2PmVBeQJvxKKaWUUiokGMDlfAt/Zk1960UkEivZf98Y84XH9quBscDJxnjvm2SM2W3fp4vIl8AwQBN+pZRSSinVNAR6lx4REeBNYJ0x5lmP7WOA+4ATjDEFVTy2GRBm9/1vBpwGPFpTnTpLj1JKKaWUUo1nFHAlcJKIrLBvZwITgRZY3XRWiMirACLSSUSm24/tAMwTkZXAYuAbY8yMmirUFn6llFJKKRUSDATDLD3zAPGya7qXbeVdeM60f94KDK5rnZrwK6WUUkqpkBHYy245Q7v0KKWUUkopFcK0hV8ppZRSPmGMIWd/Hhlp+8ncnU3mrmwydu0nc/d+MnZlk7lrPxGR4fQfkUr/kan0H5FKYko7rDGMSjWcwQTCLD0BRxN+pZRSKoS5ylzM+epXcrLyiIiMIDIqnMjoSCIiI4iICicyKsLaHh1xaH+Ex7by/RFR4RQVFP+RxB9K5rPJ3J1tJ/n7KS0uqzGmHRv28O071iyCrTvE039EKgPsE4DuA5MIjwj398uiQpUBl+b7lWjCr5RSSoUgYwyLpq/g7Uc+Y8eGPU6HU6XsfQeZN2UJ86ZY6xTFNIum79E9Dl0B6DO0O7HNYxyOUqngpgm/UkopFWLW/bqFN/75CWsWbnI6lDoryi9m+ey1LJ+9FoCw8DB6DEyyTwB60W9ET9omtnI4ShWoDDpo1xtN+JVSSqkQkbZ5L5Mf+Zx5U5c6HYrPuF1uNq3YzqYV2/nqlR8A6NitvXUCMLwn/UemktSro44DUDbB5XXGy6ZNE36llFIqyGWnH+T9/05l+uSfcbtCv31zz+/p7Pk9nR8+mA9AyzbN6Tei56HBwD0HdyUqOtLhKJUKHJrwK6WUUkGqMK+IzyfO5LMXZ1CUX+x0OI7J2Z/HoukrWDR9BQCR0RH0HtL90AlAv2E9ad4qzuEoVWMwgFsH7VaiCb9SSikVZMpKy5jxzlzef2IK2ek5TocTcEQEV5mLooJicrPzOZiVqwl/E6JdeirThF8ppZRqJMWFJUREhtd72kljDPO/Xsbbj3zGrs37fBxdcAoLDyOlX2d6HdmNXkel0HtId7r27UREpKY4SpXTvwallFLKDw5k5rB5xXY2Ld/GphXb2bxyO+k7swArSY2KiSQqOpKoWPs+JpKomKhD2yNjIomOsbZHRkcSHRvJhqW/s27xFoefWe01b92cstJSivJ8290oOjaKcfeexcBRvegxKJmYuGiflq+Cl0Fb+L3RhF8ppZRqoMOTeyvBz0jbX+XxbpebovzikOp3HxYRTufUROITW+MWIWtfDum7DxARF0XqET2Ijghj59qdHEw/2OC6igtL+Oatn0jsmkC/4T19EL0KJW6jCX9FYkz1IxtE5AbgBoDk5OQh27dvb4y4lFJKqYB0ICPnUFK/uRbJfahq3bEVHbp1IDIumrzcYnZty6S0pOZVdpN7tqdly1gyt+1jz5aGd0vqN7wnN/5nHL2HdGtwWSrwichSY8zQqvb3HxRlPpjWoTFDquSIrmnVxuiEGhN+T0OHDjVLlizxYzhKKaVU4MhOP2jPAb/NasFfsY3MXdlOh9XoImMi6dy7Ey3atqTUZUjffYDszNwGl9u+c2vaJ7YkN/0g21ftoC45SUWnjDuGCQ9dQNuOrRsclwpcNSX8/QZFmfemJTZmSJUM6boz4BJ+7dKjlFJKeSjILeTbd+Yw7fUf2bMtw+lwHNe+WzsOFrrZvuMA7Djg07LTd2WTbp9AteyWSJeUBLYs3livPv8/fLiAeVOXcslfzuT8204nOjbKp7Gq4GAQXIQ5HUbA0YRfKaWUArL2ZDPl1R/45u3Z5B8sdDqcgCBhQmy71mRs8v+MQDnZBZR1cTdogG9RfjHv/OtLvn13Dtc9chHHnXe0rsDbBGkf/so04VdKKdWkbVu3i89fmsFPnyyirNTldDgBZcDoAaxevqNR6oqKjiBz6x6flJW+I4tnbnmL7et3c/nfziYsTFt8VdOmCb9SSqkmxxjDb/M28NmLM/j1u9+cDicgJXbvwIY1uxutvl79O7NqVv3fi5ZtmtN/ZCoDRlqr6/YY1JXIKE1zmhqdltM7/UtQSinVZLjKXMyfupRPX5zBpuXbGqVOCQ+jz4hehEeGs2HRRkqLShul3oaQMCG6bUtKs9Mbpb72nVuzbu7aOj0msWsCA47pRf8RVoKf1Kujdt9RgOAyekWnIk34lVJKhbyi/GJmvjeXL//3HXu3ZzZKnXHxsfQY0pPdu7JZv9bqqtKyUwLJ3dqxefFGCnOLGiWO+mjMrjwALWLC2VfNlJ4iQvcBSfQfmXoowU/opLPxKFVbmvArpZQKWdnpB5k6aRbT3viJ3Ox8v9cXERVOQpc2JHTryOZ1uyslzTnZBazO3k5sq5YMGt6L35dtJXd/nt/jqouOPTqwfvWuRquv96Ak1v+8GoAWrZvRrksb2nW2bgmd29BzcDJ9j+5Bs/i4RotJBS8DuHWWnko04VdKKRVydm7awxcTv+OHD+dTWlzzYlD10X94D/L251FcUEJhXhH5OQWU5hWRvmUf8W3jSenZgS3r93gdCFyYV8yqpduJio5m4CndSVuzg+w9vp3ysq6atWpG9yE92LYlo1EHL194w2i6Pj2Odp3bENMsutHqVaFL+/BXpgm/UkqpkLFm0SY+e3EGi6avaNAiTrWRk5HDjvWVB7W6Sl2sn78OgOZtmtN7SA9yC0rZsblyf/iS4jJWL91OeEQY/U8aSMbve0n/vW5z/0uYgKHez7dNp9Z07pfEprW7Wb1se73KqK9mLWI45swjdBYdpfxME36llFJBzeVys2j6cj57cQbrFm9plDojoyPYtbnmuenz9uex6vuVAHTo3oEOvTuzO+0A+9NzDjvOVeZm7fIdiAi9j+9PZGQ4bmNwuwxut5uyMjeuMhelpS7KSlyUlJRRUlxKaXEZZaUuYmKj6JTSlri4KIoOFrB7427yDxZUG1un1ERadWnHhlVpZC9t3ES/XK/ByZrsK58yRgfteqMJv1JKqaBUXFjCDx8u4IuJM9m1xf8LQ3nq3L09v6+sW5K8b+s+9m214uw+tAdxCfFs3bCXooKSQ8cYY9i4Kq3O8RQVlrB1nccc9mGRdBzUjTYJzcHlYn9aFnvs16jb4BQiWsaxefUu9mQ23sBcb3oNSna0fhWa3NqlpxJN+JVSSgWVnP15fP3Gj0x9bRYHM3MdiaF5y4YNIN26xLoSERUbRZ/hqRS7w/h9g28WnSq3d+d+9u7cf+j35skdaNEqjm079gPZPq2rvlIHJTkdglJNgib8SimlgsLuLfv44uXv+P79+RQXltT8gAradmxFaX4RcS1jiW0eQ1RMFJHREYgIbmMoLXFRUlRCQV4R+QcKycspqHJe95LC4oY+HbucEtbOXgNA5z6daZ3SgY2rd/ll0Gx+bhH5ATYVaO8jtIVf+Za18JZ26alIE36llFIByxjDmkWb+GLiTBZ+07CBuIld2rB6/oZaXxUIjwinRes4msfHEdM8hsjoSCIiw0GEbat83xVm1/pd7Fq/ixbtWtBnSCo7t2dxcL//pxJ1Spv2LUlIbOV0GCrkaB9+bzThV0opFXDKV8T9fOJMNiz9vcHlxSc0Z/2vdRvQ6ypzcSA9hwMVBtj6W25GLr/NWEZ4ZDh9R/Ult8hFWh1n7gkG+9Nz+Of4SZw74XiOOr63rpKrlB9pwq+UUipgFOQWMvP/5vLVKz+wb4fvVsRN6pnIqt2B0W+9tlylLtbMtrWIWvEAACAASURBVBak6nZEN2LatWLT6jTcbv9ON9qYlsxex5LZ60jq0Z5zJhzPyecPJSZO5+JX9acLb3mnCb9SSinHZezaz5RXf+Dbd34m/2ChT8tu1iKGTUu2+rTMxvb7CusqR9subek8uCtbN6VTkBdY/fEbYueWdCb+4zMmP/kNY8aN5KyrjqV959ZOh6WClMvo1aKKNOFXSinlmM0rt/P5xJnM+eJXXGV1G6gaHhFGn6O6UVZSCvY0fFavEAFM+S8U5hWxbfVOn8btlKy0LLLSsoiKi6L/qL5kZBWQviu4rlxUJy+nkM9e+5Ev3pjNMacP5JwJx9N/aDft7qNUA2nCr5RSqlG53W5+/X4VX7w0k5Vz19e7nJ4Dklg9r/6PD2YlBSWHFvQK65DgcDS+53a5mTd9JfOmryR1YBfOmXA8x489ksgoTVtU9Qyis/R4oa+IUkqpRrNtbRq3jHqIhy5+od7JvjGGfkd3Z/3izT6OLjiFR4T2v/JNq9J4+q4PuHrUo7z/wkwOOLT2ggoebhPm6K0mIpIkIj+JyDoRWSMif7a3txGR70Vkk33vtV+biFxtH7NJRK6uzWsS2t8SSimlAsa8KUu485TH2bZ2V4PKGTgilTXzN/goquAXHt40/pVnZ+Ty3nMzuGXMU2TuPeB0OEo1RBlwtzGmLzACuFVE+gF/A2YZY1KBWfbvhxGRNsBDwHBgGPBQVScGnvTamFJKKb9yu928+/hXfPT0tAaXNWB4T1bNXeeDqEJHWBNJ+AGSerTnwdev1fn7VZWCYeEtY8weYI/9c66IrAM6A+cAo+3D3gFmA/dVePjpwPfGmP0AIvI9MAb4sLo6NeFXSinlN3kHCnjyhkksnvlbg8vqd3R3Tfa9CI8IdzqERjHspH789fkraNYy1ulQVAAzSCDM0pMgIks8fp9kjJnk7UARSQGOBH4BOtgnAxhj9ohIey8P6Qx4zkKQZm+rlib8Siml/GLHht08ctlL7Nq8r8Fl9T4yhXULN/ogqtATHu54cuN3F910Elff+6cm031JBb1MY8zQmg4SkebA58CdxpicWs5G5e2gGhfn0IRfKaWUzy2cvpynbnidgtyGzxXfrX8XNi//PaQWnPKl8PDQbeGPio7kzicv4cRzhjgdigoiwbDwlohEYiX77xtjvrA37xORjnbrfkcg3ctD0/ij2w9AF6yuP9XShF8ppZTPuN1uPnjya977zxSflNe5R3v2bNpDWUmZT8oLRWEh2sLfNjGeByddQ69ByU6HooKIMeCqxUw5ThKrKf9NYJ0x5lmPXVOBq4H/2vfevkhnAv/2GKh7GnB/TXVqwq+UUson8nMKefqmN1j4zXKflNe2YytyM3IoDKEVZf0hFAft9j0qhX+8OoE27Vs6HYpS/jAKuBJYJSIr7G0PYCX6n4jItcAO4CIAERkK3GSMuc4Ys19EHgN+tR/3aPkA3upowq+UUqrB0jbv5ZFxL7Fz4x6flNeiVRxhxnBQ51yvUVhYaCX8iclt+e8HtxAVE+l0KCooCW6v3dwDhzFmHt774gOc7OX4JcB1Hr+/BbxVlzpD61tCKaVUo/tl5kruOPExnyX70XFRxLduRvqOTJ+UF+rCwgI7uamrvTuyeO2xr3C73U6HooKQwerS4+QtEGkLv1JKqXoxxvDR09N49/GvMMY3A2rDwsPoktKOzSu2+aS8piAUZ66Z/v4CXGUu7vjPxSF3BUMpJ2jCr5RSqs4K84p45uY3mTd1qc/KNMbQa3Ay6xZt8lmZTYGEWAt/uZkf/0JZqYu/PDUuJE9qlP8E+sJbTtCEPwS5XG5Wz1vPul82ERUTSUxcNDHNYohpFm3d4qL/+NneHh0XrV+oSqla2b01nUcvf4lta3f5tNyBI3qyau56n5bZFIRalx5Ps75YgqvMzT3PXtZkFhhTDWMQ3M4vvBVwmkzC7ypzkb3vIFl7stm/5wCR0REcdcrAkLlUWFZaxm8/r2XO578w/6tfOZB+sM5lRMVEHjoBaJfUlmdnPxwyr49SyjeW/LCa/17zKnkHC3xa7oARPVg1R5P9+giPCO3v6dlTl+Fyufjr81cSEalJv1L1EfQJf0lRCVl7DrDfTuSz9lr3FX8/mJFTqY9pp56JnHvbGE4fP5q4Fv5fqru4sISomEhquZJajUpLylg+axVzP/+F+VN+JXd/XoPKKykqpaSolJysXI4+fbAm+0qpQ4wxfPbCDN5+5DOfL4DVZ2g3TfYbIH93JrHNoynMK3Y6FL+Z+81KXGVu/vbSVURGBX3qovxMu/RUFrR/NS6Xm+dvmsSMt36qdxm7N+/l5TsnM/mfHzPmmhM597YxdOzewYdRQklxKb98s4xZ789l8fTlNIuPo++IXvQbmUq/kb3oNbQHMXHRtS+vqIQl3/3G3M8XsfDrpeT7uJWt3EmXHeuXcpVSwacov5jnbnubn79Y7POyew5KYuPiLT4vtynZs3EPPY7uyY6iUlxloTuzzYKZq/jXzW/z95cnEBUdtOmL8jMDuAN0phwnSV1mVhg6dKhZsmSJH8OpHVeZiyfH/48fP5zv03JFhJFnDeG8O85g8Oj+9W6Jd7vdrJq7nlnvz2Xu57+QdyC/ymPDI8LpcURX+o3oRb+R1q19csJhdRfmF7FkxkrmfL6IX75Z5vdFaNonJ/B/W17SFn6lFHu3ZfDoFRPZumqnz8vuM6Qbm5ZsoazU5fOym6L+Jw5g3dq9Tofhd0NP6MM/XptAdEyU06EoB4jIUmPM0Kr2Jw1oae76dERjhlTJXf2+rzZGJwTdKXJpSRn/vuwF5n3p+5YmYwwLpi5hwdQldB+UzHm3n8lJl40iqpZfKr+v3sGPH8xj1gfzyNiZVavHuMpcbFyylY1LtvLVxBkAtO3Umn4jepE6pBublv7O4m+XU1xYUu/nVVcnjRulyb5SiuWz1/Lv8a+Qm111o0V99R/eg9U6QNcnouOiSO7TmY6dWjH0tMHM/fY3tm3wzZoIgWjJz+t55Lo3efD1a4mJ1aRfVSS4AnzhLScEVQt/SVEJj170HL9MX9ZodcYntGDsjacy9qZTSejUptL+zF37+emj+fzw/ly2rtzeaHH506SVT9FtQLLTYSilHGKM4Yv/fceb//zE5/31jTEMHJnKqjnrfFpuUxDbPIbkPp3o2q+Ldd+3M8l9O9M+qW2lRprtm/Yy5+vlzJm2grSt6Q5F7F+DRvTk4TevI7ZZ7bvFquBXUwt/lwHx5o5PjmnMkCq5r/8MbeGvr8L8Ih4+72mWzVrVqPUezMzl/ce/4KMnpjD64pGcd8cZdOnViblf/MKsD+ax8qc1PltwJhBERkdyMCPH6TCUUg7JP1jAc7e97dP59cuJQL+h3TXZr0Gz+LhDiX3XPp1I7tuZ5D6dadelTa27mnZNTeTKu87gir+M4fd1u5kzbQU/T1vO3h21u/ocDH5btJkpk+dw6a2nOh2KUgEvKFr483MK+OfZTwTM/MzhEeG4ykK7z+mJl47ihqeu8HpVQykVmrb8toPHr36Z3X5oEY6MjiClV0c2Lt3q87JDxdk3ncol94ylbafWPpvNzZMxhk2rdjJn2grmfrOC9F3ZPq+jMaUO7MLTn95BVEyk06GoRlSbFv5bPxnVmCFV8kD/b7WFvz5yMnM545qTGHLaYDLT9pOZlkV6WhaZafvJycpt9HhCPdkH+Omj+fzyzTKuevgizrn1dCIig+KjopSqB2MMM96dy8v3vkdpcZnPy2/WIoaExHhN9qsQn9CCu167nhFnHunXekSEXoOS6TUomWvvP4v1y7bz87TlzJu+kqx9dV+7xUktWzfj769M0GRfVWKM6Cw9XgRFFtexe4cqp8ssLiwhIy2LzLQsMtL2e/35YGbjnxSEgoLcQl69+11mTp7N7S9dw8Dj+jodklLKx4ryi3nprneZ9dFCv5Tfun1LoiPD2bYmzS/lB7ujTh7APa/fSNuOrRq1XhGh75AU+g5J4eyrj+Xa0f9u1PobIixMuO/FK+nQRa9AK1VbQZHwVyc6NoouqR3pktqxymOKC0vI2r2fjJ3WicB3785m+azVjRhlcPt91Q7uGv0wp155PNc/cTmtOzTuPyallH/s3LiHf131MtvX7fJL+Yld21KcW8SetNDpN+4rEZHhTHj0Ys6/Y4zjs6J17JpA2w7xQdPKf9XdZ3LUcb2dDkMFMJe28FcS9Al/bUTHRtGpRyKdeiQCUJBboAl/PXz/f3NYMHUJ4x+7hLNuPJXwCF3iXKlg9dNni3jhjncoyvfP6qzJvTuSuTOT/AP+WRwwmHVJTeRv79xK6pEpTocCWK39A4f3YPbUxpsBr75GnjaQi2852ekwVAAzgFun5aykSZ4CVXc1QFUv/2AB/7vjbW4d/gCblml/XKWCTUlxKRPv+j+euHaS35L91MHJ7Nm8V5N9L8aMP4GJCx4LmGS/3MDhPZwOoUadu7fj7mcu88uAZqVCXUi38BfmF5F5qC//fjJ2WfdpG3c7HVpQi4gMZ8gpA+msJ05KBZW92zJ4/OqX2bTCf2uG9D26O+sXbcLtcvutjmAUHRvFPa/fwPEXDHc6lENKikpZsXATC79bxaLvA/uqd0xcFP987RqatYhxOhQV8ES79HhRY8IvIjcANwAkJwfOYkz5OQVek/mMtCwyd1kz+fhjdcim7ujTj+Dm564mqXcnp0NRStXBwunLeeamN8k76J9Wd2MMg0am8pvOse+dwMizhjgdBXkHC/l19loWfreKJbPXU+inqzy+ds6E4+mamuh0GCoIGMBt9CpQRTUm/MaYScAksObh93tENTDGsPW37Sz5biVrF2xk7cKNHNCFovyuU48O3Pzs1Qz/01F6OVWpIFJWWsbbj3zB5y/N8FsdxhgGjOipyX41igtK2PDrFgaMcmaw6Z4dmXz22k98/+liSkt8P/Wqv3366o+0ad+Ss646Vv8HKVUPQdelR0ToMTiFHoNTAOsfzZ6t+1izYCPrFm1kzcKNbFu1w+fLwTdVMc2iufzv53P+nX8iKlrnO1YqmGTuzuY/17zKmoWb/FpPdFwUeXpFtUYr56xr9IR/24Y9fPLKLH7+enlQd7Nyu9y88tAXbFu/h5sfOZ/IqKBLX1QjcjXNIarVCvq/GBE5NAPPqVceD1jzx69fvNk6AViwkfW/bNLuPfVw0rhRXP/EFSR01rmOlQo2y35cwxPXT2qUdUhKCkvZvT2T1CNT2LR8m9/rC1YrZq/l8vvPbZS61i3bxicvz2LRD4HdN7+uvv1wIWlb0/n7K+OJb9Pc6XBUADKIdunxIugTfm/iWsRy1MkDOerkgQC43W52btjNuoWbWLNwA+sWbWL7Wl0Epio9jkjhthcmMODYPk6HopSqI5fLzYdPfc37/52KMY13pbO0uIyt6/fQZ1hP1i/e3Gj1BpN1v2ymuLCE6Ngov5RvjGH5vI188vIPrFwYuu/Bql+2cOc5z/Hwm9fRtZdOHqFUbYRkwl9RWFgYXft2oWvfLoy55kQAcrPzWP/LZtYs3Miczxayc73O3NOybQsmPHYJZ1x3MuHhejlMqWBijOGXGSt5519f8PtqZxo03C43aVv2EdcihoLcIkdiCHR7fk8npV8Xn5bpdrtZ+N1qPv7f92xa1TQas/bu3M9fznuB+168kuEn93c6HBVg3Nqlp5ImkfB706J1c+JaxrJ9zU7SNuxxOhxHhIWH0fPIFAYe25f+o3pz5EkDaN6qmdNhKaXqaMXP65j86OesX+Ls2hhh4WG079KGrSv9N+1nMIqMimDMhNFceu9ZPu0iWVbq4qevlvLpq7PYuSXdZ+UGi8L8Yh657k0m3PcnLrzxJB3MqwAwBlzapaeSJpfwu8pczPtyMZ8//w3rFvl3IFugiY6Nos/wngw4ti8Dj+1D3xGpxLWIdTospVQ9rV+yhcmPfsGKn52fHccYQ+8jklnr5wHCwSQiMpzTx5/ApfeeTfuktj4rt6iwhJkfL+KL12eTvivbZ+UGI2MMb/13GvvTc7jxwfOcDkepgNVkEv6C3EJmvP0TX774LXt/bxotIS1aN6P/qD4MPK4PA47tQ+pR3XVmA6VCwO9r0nj38S9Z+M1yv9dVPg6gptbTgSNTWaXTcgIQHhHOaVcdx7i/nkOHrgk+KzfvYCHT3pvHV2/N4WBWns/KDQV9AmzlYuUsHbRbWchnf5m79vPlS9/yzaQfyPfTgjOBol1SWwYe28dqwT+uD8l9OxMWpv3YlAoVu7fs4//+M4XZn/3SKANyo2IjiW8ZS/rOLCQ8jIjIcMI87sMjrPuwMNFkH6tL06lXHMtlfzuHxJT2Pis3OyOXr976mWnvzdexEV4MPaEPx489wukwVICwZunR3KeikE/449u1ZOyNpzL8zCPJ2JlFRloW6TuzDv2csTOLnCz/T1vnD137dWHAsX3sJL8PHbq2czokpZQfZOzazwdPfs3M/5vbqHOppw5IYvX8DYA1ILckiOdx96ewMOHky61Ev1P3Dj4rd9/O/Xw26Ue++2QxJcWlPis3lETHRHLrvy7U/vvqMC7081BRyCf8kVERdOzWno7dqm5tKSooJtM+EUjfkXnoRMDzpKAgt7ARo64sPCKc1CHdGHhsXwaM6k3/Ub2JT2jpaExKKf86kJnDJ89N5+vXf6S0uHFXR00dlHwo2VfehYUJJ156DJfffy6deyb6rNz8nELe+M9UvvtkcVAvltUYrvjLGBJ9OD5CqVAV8gl/bcTERdOlVye69OpU5TH5BwtI35l52IlAuscJQcbOTEqKfNcC0yw+jt5H92TAqF4MOLYvfYb3JLZZjM/KV0oFrvyDBXw+cSZfvvwdhXnFjV5/s/hY9m1rGmOd6kNEGH3xCC5/4DySfDwP/G8LN/PMPR80+cG4tdGtTyfOveYEp8NQAcagffi90YS/lprFx9EtPpluA5K97jfGkJOVS0bafvuEINPj5ywy07LISNtPqZfLspFREfQ4IoXeR/egz7BU+gzrQaeeidr/XqkmpqigmK8n/cjHz00n74Azq4MbY+jSrR3rF29xpP5AFhkVwYmXHsNFfzmT5D6dfVp2SVEp7zwznS/f+LlRF0wLZrc9fiERkeFOh6ECjvbh90YTfh8REeITWhKf0JKeR6R4PcYYw4GMHCv535lFTlYeKQOS6D64K1HRkY0bsFIqYBTlF/P9B/P54Kmvyd530NFY+h3dg7ULtCuPp5ZtmzP2hlM464aTaZPYyuflb1mzi6fvep9tTXRNmPp6+q4PuOD60Zxy4dFEx/hn9WKlQoUm/I1IRGjdPp7W7eNJPaq70+EopRyUuz+PRTNWsmDaMpbOWu3TLoH11bpDS7at0kWzyiX17sT5t5/OyZcdS3Ss7xNKl8vNZ6/+yHvPz6Cs1OXz8kPdnu2ZTPzHZ7z3/AzOHn88Y684hha6eKQC3EEwaFdE3gLGAunGmAH2to+B3vYhrYADxphKU1CJyDYgF3ABZcaYoTXVpwm/Uko1kqw92SyYtpz5Xy/lt3kbAmpApjGGVq2bsXVnltOhOO6IE/tzwR1jGHraIL91rdyzI5On7/qAtUt+90v5TcmBzDzefXo6n7z8A2eMG8l5155Au06tnQ5LOSSIVtqdDEwE3i3fYIy5pPxnEXkGqO6S74nGmMzaVqYJv1JK+dGuLftY8PUy5n+9lPVLtjodTpUGjujJqrnrnQ7DMRGR4Zx4yUjOu30MPQZ19WtdKxZs4pHr3qCooMSv9TQ1RQUlfPnmz0x9Zy6jzz6KC288iZTevh1UrZSvGGPmiEiKt31izTN7MXCSr+rThF8ppXzIGMOW33awYNoy5n+9jO3rdjkdUq0U5Tf+bECBoEWb5oy9/iTOuvFU2nb0ff/8inZvz+Txmydrsu9HrjI3s75YwqwvljDspH5ceONJDBjWXefqb0JCYNDuccA+Y8ymKvYb4DsRMcBrxphJNRWoCb9SSjWQy+Vm3S+bmT9tGQu+Xsa+HbW+yhowwiOa1mwnXVITOe/2MZxy+bHExEU3Sp35uUU8ct0b5IX4qu+BZPGPa1n841r6HNmVC288iZGnDdAZ8EKctdKu4yd3CSKyxOP3SbVJyj2MAz6sZv8oY8xuEWkPfC8i640xc6orUBN+pZSqh9KSMlbOWcf8qUtZOH0FBzJynA6pQcIjmkYSNPiEvpx/xxkMGzO4URM/t9vNU395jx2b9jVaneoP65dv5183vU3/o7vx5Me3adKv/C2zNgNpvRGRCOB8YEhVxxhjdtv36SLyJTAM0IRfKaV8oTCviCU/rGb+10tZ/N1vFOQ4uwK3L4WFh3YC1Ouobtwx8RpSj0xxpP53n/mWX35Y40jd6g8X33KKJvtNQDDM0lONU4D1xpg0bztFpBkQZozJtX8+DXi0pkI14VdKqWoU5BYyb+rSQ9NnlhaXOR2Sf4R4/+Zbn7/asWR/zrTlfPy/HxypW/3h/OtHM+zEfk6HofwsWFbaFZEPgdFY3X/SgIeMMW8Cl1KhO4+IdALeMMacCXQAvrTHpEQAHxhjZtRUnyb8SilVhdULN/LUDW8EZZ989YcRY4+iz9E9HKvf7daVc53We3Ay4+/9k9NhKHWIMWZcFdvHe9m2GzjT/nkrMLiu9WnCr5RSFZSWlPHef6bw6fPTm1CyFrrP86p/nu9o/cePPYLPJ/3E5tVer9ArP4trEcN9L11JZJSmPE1FCMzS43P6iiillIcdG3bzl1Me5+Nnv2lCyT64A2cNMJ864cLhfp9XvyZhYWFc87exjsbQVCUmteGh16+lY3KC06GoxmKsWXqcvAUiPd1VSims+fOnTprFmw9+SklRqdPhNLpAWvXXV8LChCv+4Wzrfrkjj+3Nkcf2Yvm8jU6H0iSER4Rx4Q0ncentpxITG+V0OEo5ThN+pVSTl7Unm2dueYtlPzbdWVRcLpfTIfjcyZeNIrl3J6fDOGTCfWNZPu9Zp8MIef2P7sbtj19E1166ym5TZAj6WXr8QhN+pVSTNm/KEl748zvkZuc7HYqjykpDK+EPjwjnir+f53QYh0kdmMQJZx3Jz18vdzqUkNQ8Po7rHjiLUy8aplNvNnGB2q3GSfoXoZRq0t5+5PMmn+wDlIXYdKNjJpxAYkp7p8Oo5Kp7zmwyi5w1ppPPH8rrs/7G6ZeM0GRfKS+0hV8p1aR17NaOXVt09dO8nEJi4qIpKih2OpQGi4yOZNxfz3E6DK86dU3gzMuP4et35jkdSkjo3L0dt/3rIo44JtXpUFSACJZ5+BubJvxKqSatY7fAawV2QnZ6Dold2+IuKWPf9uBed+CsG06mXZc2TodRpfOvG60JfwNFx0Zx2e2ncu61o4mK1lRGHU4T/sr0r0Qp1aRpwv+HvduziG0eQ68h3dm4dKvT4dRLdFwUl9wT2FNg7t253+kQgtrxfzqC6/5+Nu06tXY6FKWChib8SqkmrWO3dk6HEFAK84rY+NsOBh7fl1Vz1jkdTp2de+vptGof73QY1Vq39HenQwhKST07cPMj53PkqF5Oh6ICmCFw58J3kib8SqkmTVv4KxMRVi/aTOrRPdi1YTcFOYVOh1QrcS1jufDOM50Oo0Zrl25zOoSgEtssmsvvPJ1zxh9PRGS40+GoIKDTclamQ9mVUk1axxRt4a/K5pU7aBdEK5SWFJawev4Gp8OoltvtZv3y7U6HETROPHcIr/94Pxdcf6Im+0o1gCb8SqkmLTo2irYdWzkdRsBq1jLO6RBqrazUxb8ue4n5U5Y4HUqV0rZmkHewwOkwAl5Kn448+fFt/PX5K2jbIbC7aKkAY6xBu07eApEm/EqpJk+79VTDGKcjqBNXmYvHr5jI3C9/dToUr7T/fvXiWsRw00PnMXHa3Qwc3sPpcFQQKp+WUxP+w2nCr5Rq8nTgrnfGGNI27nY6jDpzlbn495UTmfP5L06HUon236/aqRcO440fH+CcCccTHqHdd5TyJR20q5Rq8rSF37uk1ER2rk1zOox6cbvc/Ofql3G7DaMvGuF0OIdoC39lPfp35pZHL6DfkG5Oh6JCRKC2sjtJE36lVJOnLfzetUpowU6ng2gAt8vNE+Nfxu1yc9KlxzgdDvk5haRtzXA6jIDRPD6Oq+85kzMuG0l4uHY4UL6h03J6pwm/UqrJ66Qt/F7l7s9zOoQGc7sNT137KsWFJYwZfwIiziUCzVrG8tacvzNn2grmfrOCzauD8+pJQ4kIp186nPH3/on4Ns2dDkepJkETfqVUk6ddeiqLaxHDjiDtzlOR2214/pY3+fGjBdz01OX0GNTVsVgSk9py8c0nc/HNJ7Pr9wzmfLOCOdOWs239Hsdiaky9Bydz8yPn0/sI594DFfqMtvBXogm/UqrJa9G6Gc3j43S6RA9JqYmsX7TJ6TB86rc567ht5D8549oTufrBC4lPaOFoPJ27tWPcbacy7rZT2bF5H3OnLefnaSvYuXmfo3FVFBYeRkqvRBI6tSImNpqYuChi4qKIjYsmOi6KmNioKrfFNos+9HNUTCRhYdp1R/mfLrxVmSb8SqkmT0To2K0dm1bogkjlQrVPtdtt+Ob1H/n500Vc+Y/zGXvDyUREOv+vMLlnBy6/cwyX/fl0pk6ey6uPfOlYLJ27tSN1UBK9ByfTa3Ay3ft1JiY2yrF4lFIN5/y3nFJKBYCO3dprwm8zxrB7816nw/CrvAMFvHLPe3zz5k/c9NTlDDl5oNMhAdbJ5zkTjieueQzP3/cRbrd/10Fo076lldgfkUyvQcmkDkqiRXzwLLamVEXG6Cw93mjCr5RSaD9+Tyl9O7Httx1Oh9EodqzbxQNjn2TE2KO48YnL6NS9g9MhAXDqRcOIaRbFk39+j7JSl0/KbNYihl6DrcS+1+Bkeg1OIiFRV5lWoUf78FemCb9SSqFTc5ZLPaIrO9YE82Sc9bN4+nLOvvGUgEn4AY478whi46L5101vU1xU8OwsCQAAIABJREFUWqvHRMdG0TG5LR2S2pDYpQ0dktqSmNSGpJ4d6JSSoH3olWqiakz4ReQG4AaA5ORkvweklFJOaOot/MYYBo5MZfXc9Rjj324kgej6/4xjyCmB0a3H09DRffnXuzfy0LVvUJBbRHhEGO06tSYxqQ2JyW1J7GIn93ZiH9+2uaNTjyrlPJ2H35saE35jzCRgEsDQoUOb3n8BpVST0JTn4o+ICqfngCRWzVnndCiOOOXyYznv9jFOh1GlAcN68MqMv2KMISExnvCIcKdDUiqgaZeeyrRLj1JKAW07tSIyOoLS4jKnQ2lU8QnNaRkfy7oQm4KztnoP7c6fJ04I+Fbx9p1bOx2CUiqIacKvlFJAWFgY/YensqIJtXJ3SU0kN+MgO9btdjoUR7RJbMVDH99JVIxOOel2uzmQkUv67mwydh8gY3c2ZSUuOndvR5fu7emY0o6oaE0ZVOAz6Cw93uhfr1JK2Y47d2hQJ/zRsVEUF5bU6tg+Q7qxednWJndFo1xkVAQPffxn2nZqGi3npSVlpG1NJ2PXHwl9xu4DpO/OJnP3ATL3Hqh2NqCwMKF9lzZ06dGeLt3tm/1zmw4tERGMMZQWl1FaYt1KPH8uKqVth3jaJsY34rNWTZKxpuZUh9OEXymlbKPOHsL/7nnP73Of+1pyn07c9N9xtE9qywPnPUP6jqxqj+83rDtr5m1opOgC05//dw19hvV0Ogy/ydhzgPVLt7F++TbWLdvG5tVpDTq5c7sNe3dksXdHFkt+OvykOCo6ErdxU1ZS/fShCR1b8fyUv2jSr5QDNOFXSilbq3YtGTiqNyvnrnc6lFppFh/Llfefy9jrTjy0WuyzMx/g7+c/y/Z1u7w+pnOP9mz8dUtjhhlwzr99DKdecZzTYfhMcVEJm1elsX75dtbZSX7W3oONVn9Jce2mDM3cc4Cv35nL+PvG+jki1dS50S49FWnCr5RSHo4/7+iAT/hFhNOvPI7xD55Pq3YtD9uX0Kk1T0+/j4cufZG1v2w+bF9s8xhK8oqabDcegKNOHsB1/77U6TB84t2np7P05/VsXbvLZ4tz+dMVd41h3B2nOR2GCnEGnaXHG12BQymlPIw6ewhhYYH7z6LvsB688OM/uPOl8ZWS/XIt2jTn31/dzbDTBx3aZowhqUd70ndW390nlHXs3p773701ZKa1XLlgExtX7gj4ZD+2WTQPvnEtl985Rhf+Usoh+penlFIeyrv1BJrWHeK557XreGbm/fQ6qluNx8fERfPg+7dx8qUjARg4MpUNTbgrT1LvTjz86V9o2aa506H4TJcegb92RKeUBJ776k5GnhZ4i5qpUGUtvOXkLRBplx6llKrguHMDp1tPRGQ4591yGuPuHUtci9g6PjaCu1+5lvZd2vLRE1P8FGHgiY6Los/RPeg3IpV+I1LpM6xnSCX65Tp3a+d0CNU66vje/G3i1bRoFed0KKqJCYZZekTkLWAskG6MGWBvexi4HsiwD3vAGDPdy2PHAC8A4cAbxpj/1lSfJvxKKVXBqLOP4uV7nZ+t5+jTBnHjfy6lS8/EepcRFhbGuHvH8v27c8hIC83uPIkp7eg7vOehBL/bgKSQ6bZTnUBu4b/gxhOZ8LezCA/XjgRKVWEyMBF4t8L254wxT1f1IBEJB/4HnAqkAb+KyFRjzNrqKtOEXymH5eYV4XK5adkitl59x40xFBaWkpNXiDHQsYNOeddQrdvHM2BUb35zqJW/U/f23PjfcQw/fbBPyouKieLKf57Psze+7pPyAkmHrgm8s+5Zp8NwRJfugZvwjz5niCb7yjHBMGjXGDNHRFLq8dBhwGZjzFYAEfkIOAfQhF+pQJWRlcsdf/uQ3XsPEhERRptWzWjbpjlt2zSjbWvrvllcNHn5xeTmFZGTW0hubhG5+UXk5BbZ26wThvgWsTz370ucfkoh4+YnLmPKqz8w56tfKcgpbJQ6Y5tHc9m9Z3POzacQFR3p07JPufxYPn9hOtvXep+uM1j1H9nL6RAck9SzAw+8Mp63/v01ewNsMPaCmb/Rc0AXp8NQTZAxAZHwJ4jIEo/fJxljJtXysbeJyFXAEuBuY0x2hf2dgZ0ev6cBw2sqVBN+pRySfSCfu/7xCbvt+bLLytykZ+aSnplb57Jatojh2ccvpkdKYPfpDSbd+nfhzpfGc/OTl7Fo+gp++HA+S2et9ls3n5MvHck1D19I247+Wfk1PDyMax69mIcufM4v5Tul34hUp0NwjIhw3J+OYPgpA/j6nbl8+OJM8nOKnA4LgAXf/sZVd5/pdBhKOSXTGDO0Ho97BXgMa3bRx4BngGsqHOPtbKbGf0ya8CvlgJzcQu558FN2pO1vcFktmsfwzGMX07Nb4F7eD2bRsVGccMEwTrhgGPv3HeT/2Tvv8Kiq9I9/7sxkSnrvCUkogRCkBVCKoiL2jnVXXRXdXXUrFlBXUbGLbd1dddVd19/aXbuAdKSHGlII6b3XSWaSaff3R6hOQtq0JOfzPPNk5r6nvAN37vnec9/zno2f7WTdR9soyiwfdNsKhURyWhKLn7qeiS4QrrMumcrEs8aRteOI0/tyFSNZ8B9DrVFx7d3nsmDRDD58dQ3f/982rBYbkXEhnH35FAqyKti72bXhaSVHqqkoqvP4hcWC4YmnZsrpDVmWa469lyTpn8B33RQrB+JO+hwLVPbWthD8AoGLaTd08uDyL8gvquu9cC/4+mhY+dR1jBsd4QDPBL0RHBHAtfddyLX3XUjhoVLWfbydjZ/upKm2tfe6kQEkpMSSmBJLwsRYElJiiU+OQqNTu8DzLiRJ4s4VN/Dn859yWZ/OROerJWGiCBs5RkCwL7998louv20u7foOxk2OR5Ik/nSVe57qbF+dwXW/Pd8tfQtGNkMhS093SJIUJcty1dGPVwOZ3RRLB8ZKkpQIVAA3Ajf31rYQ/AKBC+noMLP0yf+Rc6Sq98K94OOt5qUnryN5EBlcBAMnaVI8d0+K584nrmPvhizWf7Sd7d/vQ6lSkjAhpkvcp3YJ+4SUGAJC/NztMgATZ4/jrMumseO7fe52ZdAkzxg9IrLx9JfYkyYArBYrRdm9Tv45hW1C8AvchAfE8PeKJEkfAfPpivcvBx4H5kuSNIWuEJ1i4NdHy0bTlX7zElmWLZIk3QesoSst53uyLGf11p8Q/AKBi+g0WXjk6S/JyBp8KIi3rkvsTxgX5QDPBINBqVIyc+EZzFx4Bp1GE14alcfvJnr7k9ez64f9bk87OlhEOE/vlBXU0tlhdkvfuftLqK9uJjQy0C39CwSejCzLN3Vz+N0eylYCl5z0+QfALj//6fDsUUkgGCZYLFaWP/8New6UDLotnc6LF59YREpytAM8EzgSjU7t8WIfYNSEGC64ZZ673Rg0QvD3Tv6hslM+a3VqEidEkzozifFT4olJCGXijETGTY5H64Twsh1rDjm8TYHgdMhIyLJ7X56ImOEXCFzAyr+vZfvugkG3o9N68cLji0idEOMArwQjmV8+cg0bP9mByU2zv4NFkiQmzBztbjc8nqrSBibOSES22misbaW6tIGizFNvAioKutYJKpQKksZHo9apOZJRhs1qG3T/u9dncfltQ//mUjC0GNrPLp2DEPwCgZNpbjGwZn136276h1bjxfOPX8sZ3SxSlGWZ5hYDdQ1tAEhSlyCSAEkhISEhSV0GhSSh1XoRHuoZMeUCx2Gx2dhRWUqIzpuUkNNnbQqPC+HK317AZ6/066mwxzAqJQbfQB93u+EUKgprWf9FOsa2DhY/dvWgNrBKX3uIvIyy3gsCNquNwqMhh4FhfsSNjaIot4q2ZsOA+h6dGstvnrh2QHUFAoFjEYJfIHAyG7fmYh1krLRGrWLFI1cREuzLrr1FVFY3n/Kqqm7B2I+Z2kVXTOd3d503KJ8EnoEsy+yvq+Lr/By+LzpMndHAPy+4qlfBD3D9/Zez6l+bBizo3MlwC+dpaWxjyzf7WP95Orn7i48fr69q5oG/3jqgjdjaWgwUDDB9bHOdnuY6PSq1kpTpCbQ0tlPRj8xiV/xqHnc+ciVqjZAZAhfjGRtveRzilygQOJn1m3MG3YbNJvPg8s8dtsjy7LOGl1gaiRxpquer/By+KcyhTN9yii1Are1TG/7Bvtxw/+W8++gnznDRqQwHwW/qMLNrbSbrv9jNno3ZWC32ITRbvz+Asb2TR99Z3O8Y+8xdBYO+ZlhMVrKPhiMmpsSg1qlpbmg7HjMhI594L4PKS8Gdj1zJnIvOGFS/AsGgEDE9dgjBLxA4kaqaFg7lVAy6HbPF6gBvuggM8BZrAIYwzR1G/rj5BzaWFfZYJkDTN8EPcNW9C1n/0TaKHZA9ypUMZcFvs9n45xNfsvbTXbS3Gnstv3dTDo/e/DeeeP83+Pjr+tzPoR15g3HTjqLsvl3LPntjLUqFxMwFE4fEInaBYCQgfokCgRPZsMW1u1v2hblnjhlUTLDAfWTW13DpVx+cVuxD/wS/Wqvm4Q/uc+kGYIMlINSP6CG82dxHr63hq3c29UnsHyNrdyFLr/8rzQ36PtfJ2JE/EPcGTe7+Yp64/W3uveA5Nn21B6sDJywEgr4gsvTYI0Z9gcCJrNuS7W4X7Jg3hGdGRxKyLKM3dVKmb+FQfQ3/yd7PNd9+SHlby2nrjQ0MIUTr3a++Rk2I4d5Xbh2Muy5lwpljkSTPHFR7I31DFv9duWpAdfMPlfHgNa9RX9Xca9nBxO87iuLDVTx/7/t895+tbvVDMPKQZfe+PBER0iMQOImC4joKi+vd7cYp+HirmTY53t1uCH7Grqoy3spIp6nTSEtnB82dHTR3GrH2c+SI9vHjg4uvQ63s/+6zC289m/0bs9j4yY5+13U1KbOG5k1rVUk9L/zuP8iDUARl+TXcf/UrPPPxfUQnhPVYLnNXwaD6cSTFDghrFAgEg0MIfoHASazfMvjFuo7mrBmjUXuJn70nsb+2ktt//IJ28+Dy4QdqtPznouuI8hlYulVJkvjd67dzOL2AqsLaQfniTLz9tCy4eY673eg3nUYTK+561yEZkWrKGrn/qlcYPy0Bs9mKudOCxWzBYrZiNlmxmC0017c5wGvHUJRT5W4XBCMIGZGlpzvEyC8QOAFZlh2SncfRXDA/xd0uCE4iq6GGW1d/PmixD7Bs5jmMDQoZVBs+/joe+eA+/jj/CSxmz4y7vuXRawiJDnK3G/1ClmXeWPbJ8Rz3jqCpTj9kdrEtya3EZrOJBbwC1yADQvDbIX59AoETaGk10tbe6W43TuGPv1nAmWlJ7nZDcJSWzg5uW/0FrSbHnCcbSge/kzPA2GmJLH7mJoe05WgSJ8Vx5T0L3e1Gv0lfn8W6z3a72w230WEwUVnY9xz+AoHA8QjBLxA4gcAAb158YhE+3p6R+eRPv13A1ZdOdbcbgpN4Yc9P1BnbHdbe2tICSvW9L+bsC1fdu5AzL5vmkLYcye9e/RVKVf/XJ7ib2vJGd7vgdj5/c727XRCMIMSiXXuE4BcInERKcjQvPLEIbzenO/zzPRdw1SVC7HsSh+pr+G/OAYe2aZNlbvz+Ex7dtpZ1Jfm0m00DbkuSJJa8uZjQmGAHejg4LrhlHhNnj3O3GwPCaBj4/8VwYe0nOynJFbH8Ahchu/nlgQjBLxA4kdTxMbz4xCJ0Oi+39L/kngu48uIpbulb0DMFzQ1OGRMq2lr5IOcAd679kskf/JUbvv+YvTUDy5DiH+LHsvfvQaFwfyysb6A3i1fc4G43BozRw8L73IHNJvPeM9+42w2BYMQiFu0KBE4mdUIMLzy+iAeXf46xY/CLM/vKknsXcsVFk13Wn6DvDCRtZn8x22yUtjaTHNRz6sbeSJ2TzC1/uYb3n/jCgZ71n189cR2B4QFu9WEwdPRR8AeG+hISEYDNZsNqtnVl4DFZul6dZjqMZmxWW5/7VaoUBAT74hugQ6tTo1JJKGQZWZLI2lc60K8zYHavy+TQznwmnTnG5X0LRhKeu/mVOxGCXyBwAWdMjOXu287mtbdcE8cqxL5no1G65tL79NyF+KoHF1J2/ZLL+OL11bQ1OW69QX8YNy2RS+48zy19O4qOHkJ6tN5q4kaH4yXJ1BVVUXUon/peEu8oVUrUOjVqbzVqrQa1Vo1Kq0LppUKl9gJZxtDSTmtdC61VrdSWQXdJVlMvnsnhA64X/e+u+IpXvl0yZDdOEwwRPDSsxp0IwS8QuIjQEF+X9CPEvufjDMEf6xvAC2dfyLaKEr7Mz2ZmZCznxQ0sK5MsyxgsZny81Ki8VMy9Mo3V/948aB8DQv3469YnUXkpaWnQ01J/4tXa8LP3DXpa69u477VfoVQO7ehTo6Frhl+hVBA3Ohw/XzUtVQ2UZhSTU9A/0W21WDHqjRj1xkH5VLg9k5QzJyCpVFisNowGEy2N7bQ0OC9/f1hcAJPmjGLVR+vw9fVmVHI8cWNjRLpOgcAFCMEvELgIX2+N0/u4/76FXH6hEPuejsbBIT2xvgF8cukNxPoFMCd6FPenzcNktfS5vtFiJqOumr21leytqWBvTSXBWh2rrrkNjVLF2dfOcojg//NbdxExKhRgyOXSHwz+fhpGjw6m9GARBZsr3e0OAIYWAxlr9todT5iciDYsmPwsx+yO6+2vISjFzJSZKcy78CyUqhPiXm9u4Z03V/P5p59z5y/uYkraFEZPSkClEtJEMAhksfFWd4hflUDgInx9tE5tX61W8cPaQ2zZnoevrwZfbw2+Php8fbRdn300+HhriI4MJD7Wc7KvjEQcOcN/stg/hkKS0Kp6Xihe2dbK3ppK9tZ2ifvshlos8qmx4U2dRv52YCd/nj6XyedMwD/El9ZBzP5e/uvzOXOEZosK8FOTuzXb3W70ieKDRUARCVOS0IQEUpDd/xsUlUrBnMsn4RNl5Zk3lvPMZc8wY8YMu3Lp6eksffQhVq5cycQZ4zHTwYG9B2ksb0ayKRg7eTQJ4+Id8K0EIw4R0mOHEPwCgYvw9XXuDL/JZCG7D2nvdFov3nz5FhLiBrcrq2DgOGrRbndi/+eYbVayG2q7BH5NBXtrK6lq1/ep/b8f3MVlSeMZFxTKnCvTWPXepgH5GT8+mruevXlAdYcDk+dPdLcL/ab4QCEAidNG4xUUQGEfhP/Uc8YyeV4C8SkRHC7MZsmSB1m5cmWPYn/JkiV2dq2PhujkCNLT03nqtuVs2rbRLuTHbDLjpXZP5jOBYKgiBL9A4CJ8ugnpmTtrDDdeM4MnXviWOifGzp6MscPM8ue+4c2Vv0SrFYOmO3DEDH9fxD7AV/k53L9l1YD6MNtsLP1pDZ9ffjNnXztrQILfS61i6fv3oHHzfhTuJHnGaLQ+mj5n6/EkivZ17eCclDYGpZ8fRYdPTCoEhPkwa2EK8WODiRwdQkC4H9CzmD9Gf+x7NhwgOjGSksNl6PV6NH5qiqrzefGFl1jy6wcYP248iSkJxCRFOelfQDA0ESE9P0cIfoHARfj4nCr4r75sKr9bfB5KpYI3V97Cwyu+JDe/2iW+FJXW88qb61j2x4td0p/gVAY7w99XsQ+wcNQYvBQKzLa+p3M8mb21lawqPsJFZ08gINSPlvq+PR04xh1PXc/oM0YNqO/hgspLRerc8exZc9DdrgyYwj35AIyeMZbOuCZmnDWFOeefGpMPjhX7M2bMwGa10WxsJGCUDwH4kJ6ezv0P3H9K/SZDA8UbitHXtWMwGAiNDWLu+XPEYuCRjAjpsUP8GgQCF6FSKtAdnVG/5475/OHu849nHwkN8eX1Z29kTFK4y/xZvT6TVesyXdaf4AT+ag3ep4mxPx39EfsAARot82ISBtQXwJjAEM6NTUSpUjLnKnuBdjqmL5jEVfddOOC+hxOTzxl6YT3dUZCex9TJZ3D2hXOcLvahK7NRX+oHhPtRZShj8ZJfUVCez66fdmNoG1wmI4FgOCFm+AUCFxIU6M2Dt57NefPG29kOZJZRUNRdxmzn8co/1pI8NoKkUQPfnEnQf/zUGp6cvWBAoTbBWh3Rvv79qnN50ng2lBX2uy+NUsXfz7scb6+ucJxzrp3Jqnc3ovXRoPFWo9Gp0Xhr0Hpr0Hqrjx47avPW8MuHrxazrEeZfG6qu11wGFqTt90xZ4j9wdoLs4pJnTVhIF9RMNQRM/x2CMEvELiQF5YvIi7GPkNOaXkjT774LbKLL1KdJguPP/cNb718C94jOMbaHSwaO5GfKor5uiCnX/Uy6qv5uiCHq8ek9LnOVUfLvrR3KxVtrX2u98RZ55EcfOJmcPI5Kaxqf19smjQAxk1PwttPh2GQ+fM9geKMcmbfMP34Z08U+wC1FXWAEPwjDhkQaTntEFMvAkE/sdlkDAYT9Q1tlJY30tqPAbw7sa9v6+DhFf+jvYfdOJ1NaXkjL//9R2RX322McCRJ4uk5FzDKP7DfdV9I30KHxdzn8gpJ4pqxE9mw6E7+MutcAjW9p4i9Imk8NyafYeezEPsDQ6lScsW9FxGXHH1KmMpQJHtrHjZr15oQTxX7ACaze66pAoEnImb4BYIekGWZzV/vZWtmGdml9Rg7zBiNJowdpwotH281t904m2sum4aXV/8WY8qyzNMrv6esosmRrvebtZtymJwaJzbtcjF+ag1vnHs513z7334tqq1s1/Nu5l7unXJmv/rTqlQsnpTG9cmTePPgLt7N3EtHNxt0jfIP5Jm5C4W4dzB3PnMzdz5zM6ZOM+W5lRRnlVGaXU5xdhklWWVU5ldjs3nujfeYtETmXp9GYlo8CqXCo8U+QHFlAbBgYF9WMKQR81f29Cr4JUm6G7gbID5ebIAhGBlUFtXyt2Wfsm9zDglzxlLR2fNsarvBxN/f28Q3qw9y753nctaMpD4LJUmSmDghhh17+h9f7Whef2s9E8ZFMSbRdQuHBXBGWCQPTT+bVw9sp62PM5JeCgXrCvO5LXkqvrr+7+/gr9bw4IyzuTVlKq/u284nRw5hOzpCqhVK/nbeFfipnb8z9EhFrfEi6YxRJP0se5Gpw0RZbiW5u/PZ+PFWDm7KdvuTN42PmgvuOJtxs5OIm3gi9aW7xXxv9t27dqP2EufwiEUIfjuk/lxM0tLS5D179jjRHYHAvZg6zXz+t3V8/PpqzJ1HZz4lCd2CFBqa2vvUxoypCdy3+FwS4kP7VF6WZVb+7Ue+XZMxULcdRmx0EG+/cku3ewYInEdhVQPXLn+fkDBfgqO88QpU0am20WA1UGZoQa1QMtonGH+TGkNtJ5UFzZjNNr566nbiw/sfEvRz8poaeHHPFtaU5LP8zPO4PXV675WGCG0tBrz9tENy8XBdeQMbP9rKd2+tpaqwxqV9R6eFMu3CVM66aCbeAbpTbO4W832x7992kNffebU/X1kwRJAkaa8sy2k92TUJsXLkX37vSpfsKF380Gl9dAcipEcgOMqBrbm8sfRjKgp+lilHlhnlr+uz4E/fX8wdv/s3V106ldtvnoOf7+njpSVJ4o+/vYDoyEAKS+oor2ymvLIJfVvHQL/KgCmvbOLFv67h8QcvF+EcLiTIzxsJica6dhrrTj3PAhUKZFmmQm6g4mf1jJ2OiVEeGxTC2xdcTXZDLRNOWqQ7FDHoO8jYepj9m3PYvymb0twqtD4a4sZFkTAhmlHjYxg1PppR46MJiw326PM8LDaE6x+4kn3rD7lU8GsCNcy7M40z58yys3mCmO/N/uCDD7Hxh019/LaCYYlYtGuHEPyCEU9jbQvvPvklG75I77FMzZ4iCPPrc5tWm8wX3+5j3aYcbv/FHC6/aDKq0yzUUykV3Lzo1MG1pdVIeWVTty+D0XmL0TZuzWVyahxXXzrVaX0ITsXfW4NCko6H1ZzM6UL7jacJNRsIKSFDL5zLarGSu7eI/Ztz2Lcxm8N7CrFarKeU6WjvJG9/MXn7i0857u2nI358FKPGR3P7Y9cSGNr337irqCmpY99a1z79m3fz9CEr9o/Z9YZWSo+UEz8utq9fWzCMkERIjx1C8AtGLKZOM1/9cyMfv7oaYy9b3jeWNBAwOpyW1v6l1GvRG3n1zXV8veoAyx+6goS4kD7XDfDXEeCvY+L46FOOy7JMQ2M7z776A3sOlPTLn77y+tvr+WHtISalxDApJZYzUmIICfZ1Sl8CUCoU+Ptoae7nRkHvrtrNOWckMXlMDKOjQlAohv+slizLVBTUsG9jNvs3ZXPwp9wBp7o06I0cTi/kcHoh49OSuPjWsx3s7eDZuzbD5XH8aQvtb/Y9Scz31V5WXoaXWkVUQmSfvrdAMJwRgl8w4pBlmR2rM/jnE/+juqS+T3USzxpDdj/F/skolQqiwvu3WVJPSJJEaIgvzz52DU+v/IFN23Id0u7J2GwyRwpqOFJQwxff7gMgOjKASSmxXHXJFFKSo3tpQdBfgvx0/Rb82zKL2ZZZDICvTsMZSVFMGR3N5DHRpCZEotMMbDdf6PqdbMkoRKtWkZYch9KNMfCdRhMZW3PZtSaD3T9mUFvW4PA+tnyZzoS00SiUEgqlAqVKiUKhQKGUut4rFShVCnQ+GlRerhs6zzjbtXnkZ10xlYikU9cfeaKY74s9INyP/CMFWGUbsYnimjVikBkSi3YlSXoPuAyolWU59eixF4HLARNQANwuy3JzN3WLAT1gBSx9WS8gBL9gRFGUU8Fbj33Owa1H+lVPGRcMhQPbBdfPV8tTy65EMwjx1R1qLxWPPXAZ/n5avll90KFtd0dldQuV1S3kHKniX2/cftoQJUH/mTomhqKqxgHXbzN2sj2rmO1ZxQAoFRLJceGclTKKe6+a0+d2bDaZ9fvzeOeHXeSVd90Qh/h7szBtHBfNHE9qQqRL4t7rK5vY/WMGu9ZkcGBzDp1ODGMD2L8ph9/MebxPZf2DfQkM9yc43J+g8IDj7wOPfg46+jcg1A/l0d+JLMvIsozNasNmk5GPvrre27De0HDPAAAgAElEQVTJJz7brLaj722odRoSz4inKKPUmV//ONMunXTKZ08V832151cc4Z4//ZZ1P64jImbohawJBoI0VGL4/w28AfznpGNrgWWyLFskSXoeWAY81EP9c2VZ7tusJULwC0YILQ1tfPDid6z6YGu/81zrAr05PMAZRUmCR5dcSnTk4DOpdIdSqeDP91xAYIA3//lkh1P6+Dml5Y2sXpfJZRee0XthQZ+596o5rN+XR0u7YxZrW20y2SU1NOoNfRL8FquNNem5vLd6t92NR0OrgY82HOCjDQeIDQ3gwhnJXDQzmdHRfctE1RdsNht5+4vZtaZL5Be4SOAOhNbGNlob2yg9XHnacpIkISmkLnE/iLAcWZYJT44nNMIflVKirbGV0uxyLGZr75X7yMR545h+2RkkTos7fszdYt2R9uz9OWh1WgKCHfOkVSAYLLIsb5EkKeFnx3486eNOYJGj+hOCXzCssZitfPfvLfx35fe0tQwsJCd+7jj2V9s9UesTv7ppNmemJQ2obl+RJIk7fzmXAH8df/3nBqf2dYx/fbiNBedMQKt17FOLkUyQr47fXzOXpz5Y59B21Sr7zeBsNpnKhhZyy+o4Ul5HXnk9WSXV1DX3nomqvL6Fd1ft5t1VuxkbG8rFM8azcEYy0SH9F1LtrUb2b8pm15qDpK89RHOdvt9teDKyLCNbBx9bIEkSDdUtNFS3HD82fvYEsjZnDqrd8JQgpl6UyrRzziA8cXiE8ZzOvmfrPmLjYkmeOqbnfxTB8GAIhPT0gTuAT3qwycCPkiTJwFuyLL/dW2NC8AuGLXs2ZPH2419Qlj+4dHamFiNTIwKRbV2P2bHakK02lN4aTN5eFNe00G6wDzc4My2JW2+YPai++8OiK6bj76fluVdXYXXybp31jW18/u1efnld/3Z6FZyeK2en8snGgxwpr3NYmwpJIrOomiPlXeL+SFkdeRX1tHcMPkQmr7yevPKtvP7lVtLGxfLQTef2OutvbOtgw6c72frtXg5tO+LQWeqRxOEDZUw6ZyKHNmf1q17UmAhSLxnD51s+4ubfXeIxYtwV9oikUMx08ObLb2M2W/jtkrtRqYQMGpa4X/CHSpJ08sZVb/dFlB9DkqRHAAvw3x6KzJFluVKSpHBgrSRJh2VZ3nK6NsWZLhh2lOfX8PbyL0hf37+BsCeKfjr9olhJITFuyih8E0JpkWWKKhoJD/XnkT9f4vKsKQvPnciqdZnsc0E4xIef7+LyCycT4K/rvbCgV8wWK3/7eptDxT5AcU0Ttz73kUPb7I49R8q5+ekP+e3lZ3HLwul2i3wri2r59p2NrPlg64Cz6ghO5fChSiYvSMXcYToe928yd9JuMqBV6FCgwGa1ofJSMnlBConT4qhqL+f+B+73ODHuSvvDK5aycuVK1n++mQtvPN+ujEDgAOoHuvGWJEm30bWY93y5h1hAWZYrj/6tlSTpS2AmIAS/YGTx2gMfkrkz32X9yTaZ8n3FsK8Y6EqneeuTs/H3c70QNputZOdWuaSvdoOJ//tsJ/feea5L+hvOlNY28/A7P5Bd4trdVB2N2WLl9S+3svFAAU/8aiGjIoLYvzmHr99az+41rk8vOdyxWW1MOn8C0y9NAfomdke62D/Zbqxx7D4WAg9iiF5qJEm6iK5FuufIsmzooYwPoJBlWX/0/ULgyd7aFoJfMOy4+c8X8/D1f3Vb/52tRg5vz+dSF4bzHONwXhUdDt6M6XR8+d1+rrlsGlERAS7r09NpaG2nuc2I3tBJq6ETvaETvaEDvbGT1vZO5k8ZzfSTNgP6bmc2z324AYML/9+czaGiKm5a8X+cY9Zy4NPd7nZnWNPW0rXI29PE9FCwyzoLaz5dh9pLQ8SocJInj0GptF/zIhhiyAyJLD2SJH0EzKcr/KcceJyurDwausJ0AHbKsvwbSZKigXdkWb4EiAC+PGpXAR/Ksry6t/6E4BcMO6bMTeaM2WPJ2J7nNh+y0wvd0u/+Q2Uu7c9ssfLef7fyyJ8vdWm/nsoPu3J49L3TX3e/2ZHFf5beRGiAD89+uJ4fdh12kXeupdNspTpS6243hj2tDe0eKaaHgt3bX4d3io709HSuvfNKnnvqeeJDEwkODmLmBdPt2hEIHIksyzd1c/jdHspWApccfV8ITO5vf0LwC4YdkiRxy4OX8cBVr7jNh8qiOprqWgkK63/mEoPRRFNzOz7eGnx9NKi6ybLSE/vdkMpw7aZsbrh6BmMSh2+O66L8YvIziggKDETlpcJLrcJL44Vaq8aGDbPVTKXRyvJ//9hrW3pDJ7/765cAlNe19FJ6aHOopoHxKdE0ZJ8+faVg4FSX1fPiZ694nJge6va1n27k/EXnoHDjhnOCgSMN0ZAeZyIEv2BYkjprDNPnT2Dvphy3+ZCdXsicS6b0u96qdZm8/vb645+1Gi98fbrEv8/P/vr5aLtuDHw1+HhryOwlL7gzkGV4+/0tvLDcYemCPYKyvAq2b9zBa+++wp133cmsM2cet8lYMWFl246fjosFfykCi83Wp7aHu9A/hiyDz3ljhOB3Inl7SlnxyLMeJZaHgz0qJYx/v/4Bt9x7M15eIv3wkEMIfjuE4BcMW2558LIhKfh37jk1HKij00xHp5n6xjZHueZwdu0tYueeQqfvOeBMrFYrh/fmUV5Uicbfi6LqfJYs7btYsNlk5hTWsq2myQ3eey4Zjc3ExgTQVjEybnJcjc0sk/lNFTPndKL11Rw/7slieqjYP//uCy674RLCo8Ls7ALBUEM8qxIMW5KnJnDmhZN6L+gksnYX9LuOscPEgUOeu8Po6Xj+tVU09WHjJk+iXd/O7nX7WP3xOtK37UH2thAzMbxL7PdTLCgUEpdMiu2a1hYcx1+nQaVVu9uNYU1hRjnbP884/tkTxLKn2m02mV07d522/tYft+Gt8OOHdd8JsS8YNogZfsGw5pYHLmPnmkNu6XvC9MR+19mfUYZpiG5E1Nhs4PnXVvPsY9dwNHuAx/LyU6/i4+3DjHPS8I5U4x0Zedw2qDCAMWF4b5Aw9C2yZ9gTGeiL//pCmgscu7eAwJ4f3t1GfGoETXKNx4ptd9vLs6oZNS6OOxffya233kpHeweG9g462jvpNHZg6jCjb9dz1x8Wi2w9QxwRw2+PEPyCYU3SxFjmXT6Vn77d79J+Zy5IZfHj1/S73s/DeYYaO/YU8sW3+1h0hedmuPjxm/UERPmfEpN/jMGKjW3rdgixfxR/bw0+q4/QXCpCnFxFYV4JK/7xiEeKbU+wV1VXcdENCwDwUnvhpfbCL8jPrpxAMBwRIT2CYc8vllzi0v4SU2J46B+3o1T27+clyzK79g5twQ/w5r82s/SJL/j7uxv5bk0Gh7LLaWn1jJ1VrVYrhfkFThH76enpbN0lcs4fo9XQSdhFE8XaORey++B2jxXbHmF/4g9s+WGbnU0wDJEl9748EDHDLxj2bP3OdbP7QWF+LH//N3j7Diz/+IypCXy7JqP3gh6M2WJlx55CdvzsaUWAv4742GBGxYV0/Y3t+hsR5t/vm6OBsvrTtcxdaL8hmqPExvV3PwNNnnFz4wnsbG5i1q/nUvjWVjxzCBxezJo623PFtofYVd5KmuqbCQoNtCsnGCbIiCw93SAEv2BYs2dDFv9ducolfam1Xjz+/m8Ijw0eUH1JkvjzPQtRKBR8veqAg71zPy2tRg5lV3Aou+KU43/67QKuumSq0/tvbWolKMp+kHeUmHju6Rd4a38rePj6BVezq6mJWb+dR+E/fhKi30nIssyEuQmMTx1jZ/Mkse0p9vT1+1h4w3l2ZQWC4YwQ/IJhS01ZA8/f+29kF2VNuf/1W0memjCoNhQKiT/9dgEqlYIvvt3nGMc8nLFJES7pZ8eadGJST+3LkWIiSBWJLOmd5v9QZldDI7OumUrR/1y7lma4M25GHLXqPOZfMI+558+xs3ui2PYEu0+YDovFgkolJNCwRczw2yFi+AXDElOHmacXv0Nbs8El/d360OXMu3yaQ9qSJInf3XUe113puQtfHYVCITE6wflp74oPlxKRHHrKMUeLidI6z90nwROojtCJMdhBBIb7ceVfZvB/e17jwmvPF2K/n/aAcD+2rt5hV0cwfJBk9748ESH4BcOSfzz6GXkZrslnf/6imdz4hwsd2qYkSdx757ncdK394tLhRGx0EFqtc3extNlsHMnKQ+V1Is2eM8TEtiqRjeZ0lDS0MGphirvdGBY01+pZv3aDR4rpoWJ//pXn7I4PFGO7kbaWobUHybBHdvPLAxHPswTDjh8/3sHq/zo/E4NG68Xcy6by+5dudnje+Y4OM/sySmlr60CpVGC1Ds9cj64I50lft4/o5BP9OENMNJQ3kdcqBvzeaEsOgR/d7cXwwJIZQtIfRMz+QO0vPP9it4t3LRYL997xe86afhZjRo8hMCyQDkMnhjYDpg4TpRUlfPbtJ1x56VWkTExB569F56elramdAO9gJkwfa9enQOAJCMEvGFbkHyrjb8s+cVr7Gq0XMxakMu/yqcxckIrWW9N7pT5SW9fald1mdwF7M0oxmSwOa9tTGTs63KntG9qMWJQmoCtrkrPExI6MSqd9h+HE4ZpGzpiZQPXuYne7MuTpaDOx/j97WfTQeSiOZrnyFDE9VOwHfjrEuVfPO243tBu59opruf6X15E241giAStaHxXaMH/S09O5/8nu2/cN8mHbti1s3LSBe5b82q5vgYvx0Fl2dyIEv2DYoG828PTif2LqMDu03WMi/+wrpjHj/IkOE/lWq43DedXsSC9gR3oB+UUjZzdSSYKLF0zi4vNTndrP1u93ED2x66bCWWIib38ZnxYIwd9XvCdGgRD8DmH3qkxSZieQOn+Mx4lpT7DXlTRiNVmQgaKSIr784Queffx5EsKSaKxoRh2gYsN3mzEbzZSVl/POf9/i1/fePeD+H1z2AC++8BJbvtnG2VfYr6sQuAZPjqN3J0LwC4YFNpuNF+/7N9WlDQ5pz1ki/2Q++HQn//pw5G0CMyklht/fdT7jxjg3nKcsr4KwMV0pUp0lNtoa23lnGGyW5kpMRY3udmFYUZJVjdGnacDnt8VsZc/udB5/8nGPEuuDsXe2d9JU1UrkmLDj9qVPPnB6sf6UY/1b++lGzl90DgqFWCop8AyE4BcMC7Z8vY/cfcWDakOj9WLmBanMu9x5Iv9kbl40k592HBkxM/thoX7cc8d8zp2b7PA1D92RfSCHmAmRDhETr73yOg//6TkkYxB7tuQft+XU66kympz6PYYTSoVEdXqRu90YVjQ3tfD8kudPe/5+8en/eHb584xPmkB7swGllxKlSomXRsX+A/t4cNmDrFy5ksmpU2itb8PcYcZqtmGz2SgsKmDV+h949rEXiA9OoLmmlcAI/1Pa9ySx31jRhFKtOkXsu8O/qJQwfvx0A+ddfTZqjdqunsDJeOhut+5ECH7BsGD+1WnMvzqNTqOJhpoWGqqaaahuob6qifqqFhqqm6mvaqahqpnG2haslq5FsK4W+Sej9lLxl/sv464/fTAi4vW9VApmTE1widjfs2G/w8T+kiVLeHLZM7yX3w7lQqwOhiAfHRaDY0PuRjq1DTU9nr/bN+zg7X+/xb2/u7fP579a53WKfemTD9q1b9R3oK9vJ78wj2/XfMPzT7/gEWIfoNNgJiomyG39n0xZSzHfft7Gtb+4ys4mcDIipMcOIfgFwwqNTk10QhjRp8ntbrXaaKnX01jTQuyYCJeK/J+TEB/KPXfM59U317nNB1dRWd3Cs6+uYsXDV6FQOE/011c3YrQaOJR+xGGD+fikFN7L3+40n0cK9XoDZ90yi4L/7HS3K8MGrezHjBkzMHdaMLZ1YDaasXRayC/JZ9nyh5wiZnV+WjIPH2LpEyduBlpq9Rj1Hcg2GbVWRV7ZER5can+z0Fv7NqsNJIm9e/cMyD9PWcC8bcN2xowZy/mXnGtnEwjcgRD8ghGHUqkgOCKA4IgAd7sCwNWXTuXShZNoaGijtqGN+gY99Q1t1NXrqWtoo77x6OeGtiGfnnPbrnw+/t9ubl40y+Ft65vb2LFmNyGJgeSXO07sH7OHadXUdYjwncFywGYkNimMlsKREcrmbCqya6krbSQsPhgvjS/Qdf46S+z3ZA8I9yMg3O+4/ZjYnzplGp1GEzazDavFis0mcyjzEN98+xXPPnHiyYC5w0x9WRM+gToOHczkyReXD8g/L63K7WI/PT0drdpbiH03Ihbt2iMEv0DgAai9VERFBhIVGdhjGZtNprnFcFT868nOrWL9lhyqalpc6Ong+ecHPzF+XBTTzoh3SHsdhg62r9qNT4SW6InhvQ7GW9dv4+tvv+NPS55jWyOwPZ9pM5NQqk4/Mzgp2J8NlfUO8XkkYzRZUF86AfmvdYgo28HTYTSz/8c8Fi7uuon2BLH7c7vKSwm6E/Zlj524GWmsbMbUbsY/wpeosV2/32VPPsSzy58ndfyk4+12tndi7rSQkZHBp//7hOeWP098cCJ1xQ0ERvrjdXQDvyNFuTy47PQLdF3x/d94+h92NoELEYLfDiH4BYIhgCzLVFY3czCzjINZ5WRklQ85oX8Mm03myRe/5d9v3E5ggPeA2mjt6GBvaSW7S8sx5dcShRLfVi/q6ir413/f5rmnnmf69DRMRhO1pY3UNrZTaDCwpbWeCixwznkU2trBAD8ZmlmwvoXrU0dTWJnX42Ae76d1xNcXAFk1DcxaNI2iz/e525VhwY/v7yBlziiq2so8Tuz3Zg+ODuzR3mkw0dneiZdOjcZHQ0Z2Bksfs39yYTFbqS9tJPfIEZZ1s+bAHd8vLKDnsFKBwB0IwS8QeCgWq41V6w6xZ38JGVllNDYb3O2SQ4gMD+DexfMJ8Nf1uU6zsYM9pRWkl5STXlJOTk0dNrmHKZxFv2RlYxvqr9ZhQ8LSh2e76wyN7NzVSOzObT0O5hajSCfpSA77SgSF+2Go1bvblWHB6n9v54Odr3mE2HWUXeOt7lN9lZeSopoCjxH7M2bMwGqxseGbTVjMVmxWmfLyMjZt28hF511MTFQsweFBTJ7r3H1IRiwiD3+3CMEvEHggVTUtPL3yew7lVLjbFYeh1Xjxy+tmcf3VM9Coe7702Gw2qktqKcopRt/aRp3CytO52f1+QmuSoD/PddskOHzWHPJa1CTXt+Ef6nvclp6eztfffwyTruinF4LEsCA0KiWHK+u6dlw7ikapJOEXszjyj81YHLxZ3kjk8PZSHvvTCo8Qu8IOSpWC8KTQ4/YHV3TZp8zoClOymq0c3JopRL+zEILfDiH4BQIPY93mHF7++4+0G4bPAtEF50zg1786h/BQPzub2WTm+/+tolNvIsA/EP8IX/xDfQmI9yUAX8q27sRbIdNuc03E9xf6WnZsb+a20BjGj48ipyCbJUuW8MzyZ3k7a3g8ZXEJskxaQgyHD1dhtlgZExVEUIgPNpONqtoWGir17KjUE3v9NHyzaqjaW+xuj4c8+74oYvYFM9CdFH7miWJY2EHppaRdMpKXWcDY1NF29QQCRyO2gBMIPIR2QydPv/w9T7303bAR++NGR/DG8zfxl/sv61bs11bVkZCYSJOxgYlnjSd2YqTdzPpDDz/IJcEhrnSbSquJZ2uKuGvDNjZsPcRTjzzD7Pmz8VGKS2ZvRAb4MD0+iklhYRzKLMdssQJQVtVERmY5mUcqaWhuP16+vK6VvCgfxt02B0kl/n0HQ01pI4c2nNgYzlPFrrB3kX0kk0U3XkNLY6udTTBIZDe/PBAxwy8QeADZuZU89dJ3VFZ71kJcpVJBTFQg/n5aZLlr8bDNJp/4C8g2GZssH/+L3FXv2iumccmCSShPI5JXPvMyK1Y81etgmRAzmrDgUEw2GRM2Om0y++pqydO3OfHbg0kpsTshjt0GI1lr9xEe6E1Rg3P7HGr4atUkhQahQUF1bSu15XqayvsXl2+12kivbWTUL2cRVN2GobKZ1rJGDE3tIpNPP/nf65sYPT2Gwqp8jxa7wn7CvnPdbi68foFdGcHAETH89gjBLxC4EavVxoef7+JfH27Dahv8FcrXR8PM6Yls3Znfr917NWoVcbHBJMSFMCouhIS4EOLjQoiNCkSlUg7ar55ITEzs82B5/s+yefz75ae4eNlTbKp3zWLajcYm/FqE/DxGsK+OeB8/DhdUk1tX5ZA2S2qaKZGAGF+I8cVb60Wwnzd+ahVaJFq35VOf45i+hisWk4X0DRk8885fPELMCnvv9obyZrsyAoGjEYJfIHATNbWtPP3y9xzMKndIe1NS43j4T5cQEe5PS6uRH9Yd4qvvD1Bde+Kpga+PhvjYYBLiQxkVG3xc3EeEBzh199vuOHzgCHMXzrY73p/BcurkycTnlvKf/AKn+xvl70dzmXj0jiwzbVQ0xYV15FRVO7UrQ4cZQ8eJ8zfRZHVqf8OFLzd/7DFiVth7t8s2G+X5lcSOibYrLxA4CiH4BQI3sOGnw6z824+0tXcOui2lUsHiX87lhqtnHA+fCfDXcdM1M7n+yjT2HixBqVQwKjaEkGAfJMkzZqlLc8uJnhh+yrGBDJZXTkoiVOnFy7mHnepvqNabZkau4FdJEmMjQ1BbJbKyXJ89KshPR0NBbbchPrFzxmJu66Aht3rEZ/wJH+fHDb+5w2PErLD3bg+ND6a5o5HvX/+O9es3cNdtdzN7wSx8/H3s2hD0ERHSY4cQ/AKBCzEYTbz+9npWrcs8bTmdzgujsXfhEh8TzKP3X0rymMhu7UqlgpnTEgfkqzOxWq14h566kdVgBtM5KXEYqiv5v9ZW2px0odfhvNAmTyVApyEpLBjJbKOotJ7CI7Vu88XQaSZl8Tw6Msqp2F10XPiHTojicJAaq78KRcxYwoN8CfHWoLPI2BraKfhmv9t8dhUpZyURkezP5ow1zLlqpkeJWWHvu33Z8qWsXLmSqHHh5BXkU1fcgGRREDcmltGTElCpepZsZrOZjau2YGg2MHrsaCadldJjWcHIRAh+gcBF5Byp4qmXvqOiqud4zZTkKH7zq3M4Y2Isbe2dVNe2UF3TSk1da9f72lZqarvez5+bzD13zEenVffYnqeSteswgRH+xz87YrB8avkDPPPk8+T4BbK61DFhUidj6Rg54SRT4iLp1JsoKq8nu9Yz9oLoNFnYX1EPIVpibplFtE2icn0O6jmjsVY0AGCTZaob9VQ3nlg0nJQcSUOuc0OP3MXVfziXKReMI/tIptvFqrA71q7yUhI1tusJ6Pb0n7jwqgU8/Ie/kDIuheRpY+lo76QsvwJ9i56iygKefHE5Tz/zNDNmzMBmtbD2s02cd808lMqRN1EhNt7qHiH4BQIXkJlTwZ8f/ZTOHhbSxkYHcdet8zhn9rjjITd+vlr8fLWMTYpwpasuobK0itjUrqcSjh4sZ9tk0rz9eaUgj3azY8I7JKC1ceTk4O+0WCgsq3e3Gz1SUd9KBaCcHkPFUbHfEyFpCcNS8P/i0YuYeuF4jxSrwu5ce01j1/nsH+dNbnUWD69YeopdoVQQNSGU9V9uYsrsMwiPDrNrd9gjBL8dIumxQOACUifE8Mm7d3Pf4nMZnXDi4hsU6M0ff7OA9/92O/PnJHtMfL0zKMktZ+1nm9j4/RaniX0AhUJi6oQYXkmbytyQoEH5PCUyktGSP36NCkL9fUfMGJJTVU/K2O7DxDyJvmS2qvOSiD8nmfBJsfhFBSAph/ZvTJLgjmeuEGJf2Hu1V+hLmXP2HHZtSLezCUYevc7wS5J0N3A3QHx8vNMdEgiGK0GBPlx3ZRrXXZlGXmENmTkVXHhuKt7eQy8kp69sXb+d0iNlRMVHEjYqhKgJocdtzh7sCsuO8NVf7ufBJ17iM0M7CX5+jPXzJ9pLQ4hSRUVVBd+3NlF1mh181RYFlTVdC3X3F1UyfXws+w87PlzIE6nqGB5PNIprmsFbAd5+EOsHROPrrcFPp8ZH7YViXxk1B0rd7WafUGtV3PHsFYxJi3e7mBT2oWPXBqnZ8MUWZl0wHbPZgsVsxdDWTk11DcEhISSMix9+oT9DYHZGkqT3gMuAWlmWU48eCwY+ARKAYuB6WZabuql7G/Do0Y8rZFl+v9f+ZLnv/yppaWnynj17+lxeIBCMPMryKvhp3VZefPN5fv/H37l9sDud/cXnXkQKiuFfpSXUGuwF7lhVIOWVJ9Zc6NQqOtosI2YzqFEaX6rrh3dmokBfLcEZVR4f9uMX5M3tz1xOfGqUx/x+hH142DvaOmmsaAaLRHB4MAkpcYRGuHZ38/4gSdJeWZbTerLrouPkhMV/dqVLdhx+6s+n9RFAkqSzgTbgPycJ/heARlmWn5MkaSkQJMvyQz+rFwzsAdLourXZC0zv7sbgZEQMv0AwQvn8va8477JzCA4fXNgLQHl+JYf3H0GhkyipK2TJI54zmPXFPikulH0ldbxbUkRLZ1eqVJVCQdXPdj4O9fehos2zdkN2JuFhfsNe8De3deA1LZbADjPNJadfD+AuQmODuO2pS4gaE+aRvx9hH9p2ra+G6OSI4/aF157HM48/R0JEEjqdlpjEaBJS4k+bJUjQf2RZ3iJJUsLPDl8JzD/6/n1gE/DQz8pcCKyVZbkRQJKktcBFwEen60/87wkEIxRfH1+KS4vZvWEvE6dPIG5sTL/qlxdUcnh/HgoNhCeGEDkh1CMHs77Ydb5a5kyMg4ZyNublcDhxDFEBAVRVnzph4q/TUsHIEfzmEZLqoq65neh5o/HtMNNW41k3OPETorj5LwsJjQvy2N+PsA9vewcGDu49SPq2fezavZObr/8lafOmEhQWaNeGx+D+S1eoJEknh8S8Lcvy232oFyHLchWALMtVkiSFd1MmBig76XP50WOnRSzaFQhGKL4+Pqi1XsSmRtJkbOStle/wyfufn7ZO+tY9fPTmZzK2mRgAACAASURBVGz4ZhPNxkYix4cQntj16NdTB6v+2Jc9+hAXzp7G32bP4orgCAJ0mlPKaLxG1hxJUX0To+NDey84xFFIEnUt7WgvnYQmQAeAxkfDhLNTmLBwGglT3LOXxYRZidy24hIh9oXd7faM7AweXvEQZ184l6hxYeze5MHh3UfTcrrzBdTLspx20qsvYr+vdBdV2ustzsgavQQCwXGSp409nt5t7949LHv6QVauXMm6rzbi7+PP9POmoFQqqSyqZvOan1j51gvc+/t7mDHX8wYjZ9jnhfoyc3QERcUNlFaU8sN3nzMlcRGKhHD2FbtvAypX0mLspMXYydgxoXjLSg4X1LjbJYcTEuCNd24LrTV66qknftJodDovivJrycnvCvGRJIlJF00ja91BbJbu92OIHBNJYHQwDSV11JXU2dklpYKoMVEERgeh0GjoMFnQSjL5u3LpaOt+x+0ZF00gINzPI38fwj6y7QrFSFnJ5HJqJEmKOjq7HwV0N9iUcyLsByCWrtCf0yIEv0AwQgmLDiVzfxbFtYXdXuy3rduBudNCaUMRSx72rMHGVXaNtxp9ezkrnnrguH2+1UZOTjUfHiqlrF5v195wJK+mEYD4UUGEarRkHalys0eDR6NWERPij6qolZqaE/+PpYX2Yl2WZQ5lVBA7MxlLbQPV+V03Pv5hfsRPSaK5zUx5SQPV+Q2AAr8JCURGB6L1krAh0arvpKq8iUq9hcrcU9vXRoQxcW44LaW1lGefmgHqm3/8hF7dwLJHH/LI34ewj2C7pwt+94f0DJRvgNuA547+/bqbMmuAZyRJOrYAbyGwrLeGheAXCEYwpQWlLFne/cU+OCbQcwcbN9oVSgUTU6N5LCmU9Vsz2FVeR61FQ3vn8N+Jt7SxhVJamDwhipLCeoydjtnYzNVMjA+n/LtcGuT+PakpL25ArVEx6aJpGE1WCo/UkJlln91H32JE32LsU5sdRjNZGV27GcfNmYi/RkHezlxMBhPNtXp2rtnrUee/sAu71WwlKirKrrxHMQQEvyRJH9E1Ux8qSVI58DhdQv9TSZLuBEqB646WTQN+I8vyYlmWGyVJego4tsHCk8cW8J4OIfgFghGM7IXHDSZDxZ6RdZDnVpyw65va0bcYaTNa0HdaKK6tJa+kGGtANEUNBkw9hIIMRQ6W1xAV7keIWaK8urn3Ch6GzmCFfqSkPhlTp4VDRwW6oykr6trdWBcdQeqYMBpLK6naWsOou5Lsyrr7/Bf2kWtvKGrhvGvOtqsj6B+yLN/Ug+n8bsruARaf9Pk94L3+9CcEv0AwgrnxV9eRlZFld9yTBxtPtfsF+eAX5HPc/tpJNwM2m4y+sR19awdtRjM7S6rYUOCZKSD7SlWzHo1KwaTxMRw6PDABHBXqT7ifNyoz4CVRUN9Ms75vM+MDYWxMCIE2JaXbipzWhyMwGkzU6WuZfWM8k1Ivo6P91Bh/Tzz/hX1k2Muzqll43Xl2dTyNEZJgrF8IwS8QDFFsNhs1ZXVUFlYhyzLhsWFEJ0ai6kcmGa1OS31pEzETIo8f8+TBZqjaFQqJgFBfAkJ92b5lB5mVbXb1hiKdFht7KqqYNjGGgrwaOkyWPtWLjwhEVWmkLr2ak/8lFEoFU6bF0Omt5HBZ7UAn4bslMSoY454qams9/98+JlnFrAWxzD77TAD8w3yP2zzx/Bb2kWFvKG9i9sKZKBRDIMGjEPx2CMEvEHg4NpuNuop6KgqryMvN46MvP+SiCy4ibfZ0tL4aNGFdP+NWUzNr31/Dq6+8xn23/47EuCR03jqCw4OIHh1FUGj3OZM1Xtrj7z15sBkO9l27drMlt4raDj8721DGarPhX2UidWo0JXo9dU3tPZadnhRN4ZYiLGb7ECeb1UZBeld66dhIP8InhFPc3EpDc1d7CkkiKMAbf28NVfWtdjcYqfHh6GwSsiQhK8AGKA0WqjMqaTyY77gv7ERCorw4c2EsZ809087m7vNX2Eeu3WqxERoWhn+Qv109wdBACH6BwMMozS8jP6MIk8mESqckINwPnZ+Wg4X7WLL09BfrBx58wM4uY6WiupzPPv2M9957j8U3301ifBJ+gX5ExIWROGEUenOLRw82w8X+w+rNFAVPsbMNZaKD/anfXEZnu4nczYVICokp02Np00rkl9cfL+fvoyVR7c2R9X0T3s3Vepqr9SDBuKQQDK2dtDa0Y7K1Uw/4+aiZOC2W6k4jFXUthAf7UrOuAJNxaC4kPsbM+TFC7Au7x9n37d9LkC6EidPH29k8Dhkxw98NQvALBB5Gc20r4eOCTznmiIv50m5S++nNLVjNVvYd2OfRg81wsP/j728hT79xwItFPRGNl4rA8k5q203Hj8k2+fgs/dgxoXjHB9BptaLPqqOwvtdEEvbIUNXNeoeOdhNHfipEBlImRuLVaqXYzWJfq/Miemw46hAdHVoFaguYKtsoy63GarH1Wj88xo95F6XZHfeE81fYhf2FR1fa2TwVEcNvjxD8AoGHEREfTl3ziQ2OnD5zI8S+0+2PPfY4M299lKL6nkNdhiJTfAIp2Fvco706vx7y63u0OwIJ8DVD7t6yXss6Ex9/LdLsKHYa9GDthGP/1SHgPS+M8Tp/fFut1B6po7G2+/0bLr46FbXW65RjnnD+9tdutdjQN7Sh89WQkZ3hcf4J+8DsZ0ycTFtLO74BPnblBJ7PEFh5IRCMLMKiQzB1dM1UetLFXtgHbv/FH1YMG7GvkCRSosOY6R9CwZZid7sDgM3Nz+99/LUoZkdSaOheyBusVva1NbFF0crhZDXaC0cx7sJxJE2KQeWlxMdPS/L5Y6lUyTTVtB6v5ynn7+ns7737L557/AViA0dRW1RP81H/AyP82X/gAJ9/8gXPPfm8x/ov7H23a7zV7Nl4wK6cRyK7+eWBiBl+gcDDUCgUtNbqKaop8KiLvbAPzL7i8ed4J3top+A8xrTYSBp2VVJ7sKjb/d7dRXFJAyqVEouT9zoIjwnE0NZJW4sR/yBvIseFYwlWk29uo97Qx+w/kkSpsZ1S2iEItHNCkCSJInMT7Gvis4xCrpuShHd7FY8sX+r287cn+85tO/nqy6+5/fZfMXPWzG7rP7jsxJqiuuIGbDaZsFHBKJQKt/sv7AOz21R9y8TlbkRIjz1C8AsEHkhuTi7LnraPuT+Gpw4Gwm5v9/OJhexMuzJDESUS7Q0Gd7thR2enhbFjIyjIqXR429FJofgnBVOqNJFp0OOnCiRUE0F+u558qe1E6M4A6bCdGttvstj47558JGzc++irjBk1xq6Oq8/v+opmvtpSTOvRtRoWixnMTcw/9xoSokb3qf2whBAAWuvbyDyQxSdff8RzK55n6pRpbv9+wt53u2yTsdlsQyM1p+AUhOAXCDyQn7b/5JEXe2Hvv33b3lK7MkOVBlOHu13oEWlSMMkhWvJ3FvdpgWx3jJ4ahxyhw6SQMco2GiydHOjsANPRxcaShN5qRm8wgyQ50Ht7ZBR8n9dAaFAw54efSIW4YfVO9mbm8JelLxERMAp9Yzt+wSdiqh19/lYXN/DmV9nU1P/8CYaSopp6vt5Rz8VzR3PxuUl4aVS9tp9blMPSJ0/NJmbUd9BcrSco2p9DIubfo+0Wk3VoiH0xw2+HEPwCgQdy60234RtqvzDK3Rd7Ye+/vbzNc0VyfympbyFMo8TS6dzQmYFQYjJQoWgl8twYxhu9yBuA8C8PU1BmGEAmISeSXtHAudNHUZhdzerdJWQVNgGRFG5vgO1doWIxEX6MTwhBJRvIO5LJkiUvYzCEsHlLERIQ7OvF+NRI9h/c30uYzi7e+NsbPPHw82ikKH76qZgfdhTR3Hr6c3jV1gJMZitxIa08sNQ+NfDx79LD70fnp0Xnp2XHTzv5YdUPvPTSSx7z+xX2E2xdv40777nD7rjH4cFx9O5EkvuRIi4tLU3es2ePE90RCATHsNlslOdXUpRTgrHDSGl9IUv/4rkxvcLevf2xj3dTXNdiV/5k/FQK2swWZMnzZ84my75UHKp2txun4KVVUT1Be0rG0yitjrGdGurz6qivtP/3V6oUhEQE4Bfug1eAlk6dgl3tniX2Q7x1jAkI5P/Zu+/4qKq88eOfOy3JpPfeExJ67yKgoKJrVxTb2tbdfdRniw0bio1iW3/bXHfXfXTtyiIguoIgiPROAoQUEtJ7mfTJzNzfHwEkTMpkmJ7zfr3mBbnn3nPPZO5kvnPu95xDcyfZeRc2aiIx2o+Gwg3cePPVZ3PudbUtHM+r51hxA/klddQ1dCBdwJ2L1IhOZk6MYvrMC1tHIDkyFR9/b3yDtVYdL8oHX75j6w7++s7b/PKuX5EUlwIyKCQFarUajbcavVGPX4gvk2dONDvW0SRJ2i/Lsvn8taf5RMbLabf/3pFNMpP95u/7baMziB5+QXBRCoWChGFxJAyLA8BoNHLxzDlUnaqm9GglgVH++Id23wVw9oeFKO+9vE3XPmCwH+ql5vokNcvffJlHH3waozqYrWV1FLe65p0Bnyg/yHLe+SWlhFKp6J6PEwlJgsjMcCrknjPkVHS0U0E7pKpIGJ1IvOwFErQoTNQaO6nsaKcCgA4wdVxwLr6tBHp7MSw4hM6GDk6erCFb7n3mn8E6VdEC3jPYk6PE36ucsvp21v1YgF7/092aCwn2AQqqvchsDjHbbs37p7Wp7YKOF+WWldeXNdLa1M59v7qPBx58wOxYdySdfgg9iYBfENyEUqkkc9wwMscNA7rvABTnlrJvxwE++/Bzlr8kpr5ztfK66maG+3nR1qbDSxsASiVGWcZkAqMso1JIXBIl8cxLT/Y4fj5QVVhLWVkT+05VsLO2FaOd8mZVSgXJ4cGEKNR0VbXRUNKERqvBy0+DykeFykdNnY+Jgqru3u9O9QAV2lnMyEiOa9rRnzMjTwX9BMXnzorjwlQKibF+YeTmVXKs0H5tPZpXzdELvFvQn/U/FpAYrmX0xO6OCmveP03VzQRG+Ft9vCgfuLy5rpXOBgMzFkxB46UxO87tiZQeMyLgFwQ3pVAoSMpMICkzgZvuvQ6TyURRTgl5R/KIHhGJQiG57IeNJ5W/8fobLH9+JWNHjT273WSSqS6ooay6kG/+9YxV9Ucmh1FcW8gHf3uK5S+vIMIvjqLqFg616vExKTA2dUKIFwfKqjCdk8sS6OtNppc/kkoBSgmTAkyShBETRqDLZESWIfB0gF9xrIqGgzoaepz9vIBTgmnz0jhQX4NU2W72PByp7EglY6YnsN9Y70mLFjMpPIqsQ85dPMxW/rH+GItDfCitPWnV+6ujuYPACH+XeH97YnlpdiWzrpqBr7/W7BjBc4mAXxA8hEKhIGVEIikjEjmy4yjb92/nyedEzr+9y5e/sJIZc6ZhMsk0VDTR2apH7aWipPFUj3nIbXH+NCD3le/JL2w8u9+wpGDUI4LJKu3utR3uG0j+dwVm9Z1vUOvfypC/MZ/YCD+Kq8sGc6Rd1OfXo05Sou9yvcHD1sgICyX7sGcE+wB6vZH3vznOlnWvWHX9hyeFsn3TTlat+9zp729PLA8ND/X4YF/Mw29OBPyC4IHGzBhJRGIYyi61y33YeFr5mJHdPfsKhURwdKDdzx8eou0R8NcWNUBRA+PGRiPHaincWGhWn600V1u4uJSdhU6J5mRZhbObYRO+GjUdZa0edbcCoKi8mZvueP7s++NcA13/+w/s58ml3euQJEel0dbcjtbfx+LjRXn/5SbJPRbPuiAe9n6yBdefEkIQBKtExUZy/+/voaO6i+a6n1I0nP1h40nlE8ZNoL6s0erjB1teeLiMHft672EvPVxB2dcFGLusm4PeXQTF+HOwssrZzbCZkf4h1Na7xhcpW9t3vI7VG/LQt+vPbhvs9R8WH0xTZbPVx4ty8/L2Luem5QnOIXr4BcHDTbpkPA01jezevI+KthKnf9h4SnlGynAaK3VEp0c45Pwmo4n1645d8EwqfZFUEqFpwRj1Mg0nGwY+wEkCJ0RiKHWtaUGtNTYygqOHnJ8iZU9b9xWjVCq47rJ0Dh3pfx2Avq5/lUbZb/lAx4vybrt37Oa1119n6/dbzco8jujhNyMCfkEYAoLDg7jilnn85oHfu+yHkTuVJ4anoFIrCYj3c9j59x/Yz/rtb/LI/U9TdNLIsdw6s30sIQOB8f4EJgeiCPeizQdqjR2UNjdTZNIT5eeHX5WartYuq+q3p9CEIA6Ve0bvfqjWm6p8615Dd7N5dxFdHa38/S9PWJdzHh/Cjh92svgZ644fSuUrl71KtE88VTl1ePt44xugJTAskKDwAO6+bzj3PXCf2bEeRxY5/L0RAb8gDCFvvfMGm74w791xlQ8rVy9fufJV4oISCUsIQaGQBn28LcvLcqooL2qks9NIbX0dRSWFhIUkkl+tR1dhniISmhFC2yR/SlubKdbrgUZop/txjsqWFmZek0Tpx3lmdTibdkwYRg/o3fdRq4jo1FDc4pmpPL3ZdriGXz20kgnjx5uVDfhld/8+1q5by8qVr7r03wdnlj/7zLP8YekfufqGqwgODzLbRxBEDr8gDDGX3jSbyuM/zdHiCh9W7lC+4uWVpESlEZ0e4fRgHyA2M5LJV2TgFdPKG/96mpkLhnPDz6eSNR46F0YRcUcaiVenEJYZAhK0T/Ynp6GOFr3e7Bzn26mrJHJsxID7OVLS/GRqvPWMGhXj1nfrlRJkaAIpLnWtVX0dYcvBGn7cXtxjm6XX/40LbyA1Op3m+larjvfU8h3bdrF7y14OHzzCXQ/fLoL9M2QnP1yQ6OEXhCFo3s1z2PjZ95S2Frn0h5krlQ9LzDy7GJArtm/y5MmcOlkDdPfSV3K69zgFtBnBtNVbnj5ikmX2x7UTOyKWCJU32nYJY1UnuoIGmspbbL6KpQwoVBJqLxVKjQqVlxKlRolKo0ChVqLNCGJ7QyV0Pz3GpUVyPN8NU3tkmYmhURzN9uy8/f7klDQy+/T/rbn+23UdVBfWEpEcNujjjV1GdDUttDd3oFAqKGlwj79/K5evZHjqCOrLGzF0GjF2GTEZTNTXN3DdddfwwK/vNzt2qBMpPeZEwC8IQ9T8hXO577ZfOP3DzF3KTSb5go53RHltZ++9921dg8/HN8oyxU1NFNPUvcEfGAcB00KJ0/oTZFKjajLSXtpC/Yl6DB2Dm+pPoVKQMCeBcn8DRQ2NvUxLaTz96IKGnmk8lfo2lEoJo9G9PtWnRcV4zOJa1qpr6s4hs/b69wnwprFK1+/xrU3tHNp1hJ17t/PPN/5FSloqIb5hRMSFoVJ3hz07v9vDI/e61vsXoLFSh77JQFx6NBfPmE15WTnePt59/TqFvrjXnwaHEAG/IAxhf//gb2z8fIvZdlcMZp1ZbugyolIrXbZ9APqOLo53tprta2u6jk6OdXT+tCEWFHE+xPr7E6H2IaBVgdxhwtTaRZdOT3t9By3VLXS1d38h8A70Imp2HCcMzWxvrQUrMlvUCgXT0hLIKa2mrtU9phicHB1N1oGhHewD1NS19Ht9N1U3c/TIUZ555ak+r//CUydZ+upzfZZ3NHbyy0fu45f0PUA1eXiiS71/K3KrCfQPZNrcKahUIjQTbE9cVYIwhCkUCuafTu+JHRUJuGYw6+xyg95wNuDfvmUnX/93PSueW2n38yfFpvOHPdmk+PgSrVQTolFTUVrAU0t+WkG57FQtWc0trCotob69w6w+RzDJMiU6HTqvTlrrz/kyEHD6keSNVqMmyMeb8rZ2CpoGn44THxxIrLcf9ad0VB1oYD8NKCSJsakRGL0kssurwE5Tll6osVERHD8ogn2ADr2RJxc/2ev1397cwfGCoyx+4XFWPPcqSeEp1JU0oFApUKmVqLxUHDx0kM/Xfs5zTzzf6/tn18Z93P+7uwdsR1RsJGnxw8y2O/Lvy7jR4yjNriR9ZArzb7hkwDYLlhMpPeZEwC8IQ5xCoWD+wrls/Ox7ytuLXS7YdpXyitxqCstOsnjJ47zxxhtMnjyZirxqu87D/+nhfLaVVbDtvP1SH1/KTlnLxh2H2F9VY1aPsyQGBnGsvvdgvk3fRZt+cKlF8cGBxHr50lDSTOWBBnT0XB/AJMucOJ3LPyo5HJ3SQHF9k3WNt7FwPy3xfv5ojBInsis8biVda0UGw73Ll/V6/WfnZLHmy7X9vj8WP9331JzbN+/g+luvs7gtCfGJlBdW0KJrwSgbKaooYMkrz9r978urr75GvF8yiQlJjJ9kPmuRcIFceOCsM4mAXxCEs0H/outvd8lg29nl3r5elDadYvFzPwX7AJEpYdQU1RGeFGpV/a1N7fgG+vRaXlpUy2cnC83qAdB1GdhaVt5rmTP5KNU2q2tYRChVu2vMgvy+5BfWoJAkJg+PIbepgSYb3+0IViuIba0iNCqRDqWG2o5OKts6aTWakJBJCA4i0luL3GGiqrKJugodJ9DZtA2eYGxqBJMnTzTbvnfvXt58/U0efvh/rX7/emu0RERbPrtUYkYciRlx52yZx33/cy/lhZVUFlfT3NiMwWRA46umsDyfxxY/1uv5S7MraWtv5d/vfsDK5Zbd+UtNTsXH18fitgrChRIBvyAIQHfQ//HqD9nw2WazMlcOxp1ZrlAq0Ab7DHpRIKPByIG8Cv5aWMCixCQCWqp47LFHfxogbDTxdZ3r9NxbqrWtc+CdLBSs9GawiT8mWSbrWBlaHw2T02M4WFaB4QK61gNUSq5KiMTb2MCLbyzhjhUrzF7fro4udny/h62HKjnaarsvPJ4qMznabNvevXt5YekLPPX4U0yfOa3X8oHen9+u3cgnqz+64PapNWoSM+JJzIjvsb2rawZzZl1CQ0UjVTl1qHwVhMYHU5ZdxWULL0GhUHDDPdfS1tJO9q7j1NfWExjtj3+ob6/tr69qJDZFBPx2I3r4zYiAXxCEs7pz+ueSdST7bM66qwbbrlJ+LPco67/+mheeW27R8cUna/igsuxsKs7bubkMl7v42Yuvs7ZDwT+/3UZtW4dbfl6pVcqBd7JQV9PA6wX0pa1dT9aRUuLCAwiI9CW3upYOg9GiY70VElclRDIiJojEzEgOZx/mkUf6HkB6KOsQzy57khWvrERX68eX+0Sufn8iwn17/Lx3714WL17Mi8+8xPSLp5vtb8n786P3PmbN+jV2azOAWq0mdXgyDO/+uVXXyqEfs5m/cC4KxU9LGmn9fJgybwIARqORQzuOUJJTxv978c+EacPP7tdY20RsivmXH+HCSYgc/t6IgF8QhB7adG0i2B9k+VNLX+ePjY0UH8zl0pAQYhPDzI7PSB3Bl1kn+Xd+gVk9xyU11DeabXc3VZ0tqBQKDCbTBdWjViooO2n5ugF9qazRUVmjQ6mQyIgJJjBISwdGShqbaGjrmfKTFBpEhMaHK1OCSBnXneZhzfWRGO3HuxvyaO4c3DSlQ0VTYzuhMYHAT7+/5UtWMmOudT37qz5ezdcb1qPWOPbuim+ALzOvnNrvPkqlkomzxjNxVneevslkYuMXm4kdEUVLk/1n1BKEc4mAXxCEHmoru3OmXSWYdodynTYCGhtZU3SKNUWnuLouAe/WVvKLi1nwwmt8oDNQtnWHW/ba98bfywuTLNN63qq95S0tTE2OZX/B4BeW8vfWkBEaBjojxbk1dAxyXv/+GE0yp0rr4ZzVbRPD/AkP90ehVqCrb6cor45KQF/bzMOZkRzKOmTV9ZE5NYknYgP5ZO0RssvbbPYcPMWRoiZSRkSd/f2tWLaSsWPGmu1nyfvvqy/W8+XX/3GbaSwVCgUTLhrH/m2HUChdc0Ypj+Epf2xtyD3eJYIgOIyuXseBXNcJpt2hPDe358JQ604Vd/9HGwANrjFrjC2khYXw86kTuHp0Jl4qFWWNTeRU1ZJTVXP2cby+Bn9vL5o7zPP5/bw0tPSxOFh6SCh5P5ba+ymcVVXbTFVts9n2nCod363fw7K3ep86Ega+Pk5W5HNk/ycooq+xS9vd2cZdJwn3refJZ7vHvMQFJaL175nLbsn7b8Pa7/h83Wc90mncQXhMGFfcMs/ZzfB4kpgWy4wI+AVB6KHkVIlLBdPuUD5sWBQPd+n5Y+4Js/09wZz0ZO6aMp4ZyQlI58x1Hx8cRHxwEPMz0wBo6ejk8z1ZvLftgFnAnxgShKmgnfigQLxifDhcWdljqkrZhbrk1h1t4uUlvU8dOZipFzdvb6O43j0WBnMUkwk2fb+DZS+uIC4okdD44B7llvx+t23Yzoer/u12wb4gnCFJUgbw6TmbUoAlsiz/4Zx95gBrgDPTtf1HluUXrD2nCPgFQehh05bvXCqYdpfyWRlxHK2rZXPdheeeuwIftYobxo7kjsnjSAkLGXD/5tYOFj36fyg0CsK9VERrQlBplChVCiSVgpKcGtpa9ega26GogbTYAIKj/JFUEpJCwthq2aBaRzBISn7IMZGZXkd4YujZ7YO+Pppz+b8t5mM2hrp2n7F4ecXiG6JF4/1T7v2Z39+Lz65AIUdRWVRHVFLP3/++Hw7w7sf/cEazBXfhBvPwy7J8AhgHIEmSEigDVvey6zZZln9mi3OKgF8QhB7GjBzH5Mnmi8G4crDtCuUHDu5n4+svo733ITpNLv5pY4Evf3EHSaHBA+94WlNzO/X1lg9ErC7TUV3muvPUn2po440vjvDgVcOJy4yy6vqYOm8YcfGB5ObV8c3BUpo7XedLjTM1Nnfxz6+OolIpWDAjhVFJgRQV57N9zyEW3Poyn2xtBLoHsY/LjGL68HBaWkvIzc7nz//6o3MbL7gFN5ul51KgQJblU/Y8iQj4BUHoITqq93myXTnYdoXyZ55+hhuWLGNDjWf08Dd3Dm5O/ebW3vcfkRZFfVMblTXWBffpYX4U1zfTaeo5yHF8bBCB3mp8NEoM+lZOnTpOQEQGx2vaae26sFmCzqhr07PyrxkIjgAAIABJREFUP0e4eUoBT79gXU5/bEYk5bpiDv3wGk88tISKJm+2n6gGSQzaNBhMrPshn3U/nNmSDG0tPfY5lFPJoZxKIsP9+OLvKxzeRkFwgFuBj/somy5J0mGgHHhUluWj1p5EBPyCIPSgVPUMRFwhmHb18pdefIk5T73kMcE+QJWuhdExlu+vVimRJHrk5aclhPPn527BS6OiokbHoWMlHDxeysFjpZRVWTANqSwzNQn2f/8e8694kN1lrSDL/HpOOuMvTgXOvD6Lz1nUzER9eSMN1S3UNXRwoqyarAodzQYr1giQZa7K8LM62O+rPHXDCd7/4eTg2zOENTR1IMtyjzEkgtAn5/fwh0mStO+cn9+RZfmd83eSJEkDXAM82UsdB4BEWZZbJEm6EvgSSLe2QSLgFwShB7WPeU6tKwfbzi5/6qmnGP/EUvY1uP88+ueq0JnPYNOftMRw/veuubz13vcAaNRKnv/fK/HSdH/MRIcHED17JAtmjwRg1beHeP3dTf3WOTPBn2eW/RRsT99ViMkEo2YkA72/PkqVgvCEEMITQti7dy/vvti9aFZa3DC6OgxISgmlUoFCqeBYzlFeefVlFj/yFCZ9CF8cKKbDeDpSkGVuGu3PS2/aNtgHCA/VDup3K0BmaiRGowmVDRd3EzyXC6T01MqyPMmC/RYAB2RZNltYXJZl3Tn//1qSpL9IkhQmy3KtNQ0aMOCXJOkB4AGAhIQEa84hCIIb8QnwBlwjmHaX8m/1Kmj2rIV0BhvwA9xy5QSqanV8sn4/D95+MSnxYX3uGxI0QNAry/zw/b96/P5HTEs+W2yL12/xkid6lI+bGEfWwTK+2H+Kq4b78cIbtg/2AYIi/Pp/7kNUdEQgjbo22ju6AFAqJObOzGThNRMZni5WpRU80iL6SOeRJCkKqJJlWZYkaQqgAKy+jTxgwH/6FsQ7AJMmTXL+dyZBEOxG36nHN0jrUsG0O5Trj5VwsNqqTheXNSIqwqrjHrpjNlHhAdx0hfnA73P5+mj6LY/VdnHF/zzg0Nc3INyPmZdlgFcdH37yIctfWElyZCpdnV2ovWx35+tkeR7eShMdRjGt5LkeuHMWF09L52B2CXknq5l/8XAiwwOc3SzBHblBtCpJkhaYD/zynG2/ApBl+W3gJuDXkiQZgHbgVlm2foEB8ddGEISz6qsaXS6YdofytADP6rEN9/PlsuHWpYoqFBILF0wYMNc6OS6M8JC+f29l7Rqaa3wxGXsOwHXE6/vks4u55967mTFnGl2dBpsG+3v37uXRxx7l+ulBXDoyquegh3Okh3ujUQ2tfPXRmbFo1Cqmjk/mjhunimBfsI7cndLjzIdFzZTlNlmWQ2VZbjpn29ung31kWf6TLMsjZVkeK8vyNFmWd1zIr0Xk8AuCcFZpYanLBdPuUB4ZF8z4U2Ee08v/s1EZaJT2zZUOD/Hj7aW38ttXVlFS0dDrPp8dLKXLKDP/yuGo1EqHv76NVToiki9gHn4LymfkxrJzfxnfZVd0z9wjG7lmXDDzr5tGa30rh/aV8cmOQo+f1ScyPEAE+IJgR6KHXxCEs3bs2OFywbS7lI8xeM4c619ln0DX0WH380RHBPLXpbcyLKnv9KHVR8r4am02u3bscvjr29mmR3l6kKi9rp+YYRHcuGg8i2YFku5bxS0XBbHg5pmo1EqUGiX1LZ0eH+xDd+++INiM7OSHCxIBvyAIZ8VGxblkMO0O5Z++/Qez7dZS27l3fSA1La28tulHh5wrJFDLn55byPgRcX3u8/WxSn7cXsTKZa867PXVt+vx0mrsVv/55c+88iSz5o1kzoKLADB0GXnv08NsyKro8/fiSUYPH8QcsILQDwn3SOlxNBHwC4JwVoBvoNk2Vwim3aH8t7//DRMiws3KLeGlUjInPZnnFlzC5ofvY9cjv+L5Ky8hM9K6+mzh0wNZ7DlV6pBzmUwmZk1K67cjO7cjmLoa85l97PX6anw0ePt5sX3TTqdcXyq1kpuvyCDSX212jCcaM7zvL3yCIFw4kcMvCMJZRlPPtBRXCabdpXxcp4GqikYq2jrI17eztbyCmn5WrJWA38yZwd3TJuCj7hnYLZo4llsnjOFwWSWfHjjC+qMn6HRw2tAzX21k7QN34q2270fFvuwS/vrRtr7Gr561JquctJgAMqYkAvZ/fbOOHeHJpU+wfMlKp1xfJ8vyCAlupabN22zwsquRgbAIP1QaJVWlTQPufy5frYbkhL6ncBWEQbN+MhuPJXr4BUE4SzrnL4KrBdPuUK72UhGXFMbkEXGkdTVybPkzXBseanYsgL+XF39bdB2/njXVLNg/Q5IkxsVFs+yay9n22wd46rLZpISG9LqvPZyqb2TpN5to6edLiy1cMm0Ybz1zE/6+3gPu+8+t+TRUNjn09Z0xbxpVhbV0tHZadbw15Tt+2Ml3RyrYLWkZNs21er9lIDwqgGHjYsm8KIHYadGQ6UuhTwd5ylYSZ8QSk2z5dToyIwalUoQjgu2IlB5z0mCm9Jw0aZK8b9++gXcUBMHtlJ2soLS8RMzDb+PyL9skcup7zkKTFhbCnxdeQ1JosNmxA5FlmYLaeg6UlLO/pIz9JeWUNAyuR3WwgrU+/M+sqdw6YTQalf16+4vK6nhk2X+oqNH1u19asIZDP/6D3z3yW4e+vjVFdYQnhTrk+tnyw1EOBXQPZFVIEiPUgRTnOX4WKBmIiAkkOMoPSauk2dBFaUMTLR36AY8dHRtJV0U75YX1/e5336KZ3H3LDBu1WPB0kiTt728VW7/QeHn05b91ZJPM7Pr40X7b6AwipUcQBJrqdeSfyCc0PtilgmV3L09NyCBnx+4e5fMyUllx7RX4efW/8FRfJEkiLTyUtPBQFk4YDcDxymqu+/uHVtVniYa2dl7+dgv/t/sAv5k9g6tHZ6Kww8wxSbGh/P2l23h0xWpyTpqtNH9WfoOe6HF3E6oxX33VXq9vR0snIXFBDrt+nn5kOYeqWwEwyTI1PgZ8fNX4BWoJjvRDoe0e2G1sNVBfrqO2ugVbvyJJGRG0B0rkVdVBXeug1/jMKut+DUfNiMVY0UFZYe8VjB4uZugRbMiFZ8pxJhHwC8I5ZFmmqKGRCD9ffDXWBWTupkvfxZ4t+4geFuFSwbInlGfllAPd6TvDIkK5NCOVe6ZNtHmwPDwqgmHhoeTWWL3qukXKGnU8vua/vLtrP49cchGzUhMHXGBrsEKCfPnzc7ew5K2v2H7gZJ/7NXeZWLEmmwcaOpg4Jw2w7+vbWKWjpL7IYddPTGACVB85W1bV1IIyQqLK1Ar1rXBup7kPBAz3Iz4oAD+Fmq5mPU01rXR2Gujq7ELfacRgMFn8hSAhPQxDqJojFTVgg9lZs08H/imTIwj28kLVBe2NnVSXNtLZ3sWIYeZf3AThQkiuPeTFKUTALwh0B/o7T5Xwhx93cKCsexq8SD9fkkKCSQ4OJik4qPv/IcHEBwXafVEiRzGZTGz6z1biRkW5XLDs7uV1pY0kxMWwZf50ogL8bB4Yn+/SjDS7B/xn5FTV8IuPVzMlMY7HLp3FmNgom9bv461m2aPX8ua/NrN64+E+95Mlib9tK+CahnZCQltY/MwTdnt9CwrzefIF+9V/frlBbyBkh4r6LsPZfYymvrstdW0dHG07JzrXnH74AyiQJAVeKhUatQqNUomXSolKqUCtVKJSKFBKEiqFgk6jgeyKWrDDbKAnq3um9ijCJR695hJ8vIdG54ogOJPI4ReGvD0lpby5bQd7S8os2l8hScQGBnR/EQgJItjHB5Msc+a9JMsgIyPDedu7t8kyRPj5khYaQlpYKNEB/nZJj7DEd59vIWp4mMsFy+5cPm7MeGoLGph19Qy8fbzM9rWXoxVV3PCPjxx2vnPdP30Sj82bZfN6ZVnmo3X7+POHPwy4r7/SwBXDA5n7s+mo1D2/kFv7+hq6jDRW6cg9kcvzK57l5Zdfduj1VVlQwx925FDigEXQHM3fx4vldy3gohHJzm6K4GYGzOEPiZfHzHNuDv/Oz0UOvyC4jANl5by1bSfbTxUP6jiTLFPS2ERJYxM/FF54O3zUKlJCQkgNDSEttPvf1NAQEoODUCuVdBmNNHfq0XV2ouvoQNfRefr/nRhlEyqFAs3pXjqVorvHTq1QoFIqUCmUqJWK0z8re5QX7Dgugn0bl8cFJBDqH8b4hePM9rO3EVERxAYGUNbU/4BXe/jnzn1cPjzd5j39kiRx+zWTmTYuic27ctmyO4/C0t7vYjQbVXye3crR2j3cNCuZuMzutljz+hr0BmpO1eMf6kvuiROs+H/LHR7sA0SlhvOzU3l8m9vBSeXAMxi5i7ToUN687xoSwoOc3RTBQ7nqTDnOJAJ+Ycg5UlHJWz/uZOvJImc3BYD2LgNHq6o5WlXdY/uZQL6tq8su550SEcGcwja7pkG4QvmyV5ax7OlXSQxMRdGuRqlSUl/VQGtzK0Ulhbz76T9YtnQ5Eyead8ZYev7lL61gWORwpl8xBYXCOdMLSpLEpRmpvL/noMPPLQPPf72Jz+9bhNIOzz81IZzUhHB+sXAmRWV1bNmdx5bdeeQWVZvte6xSx+tfZvPYDQrKmk4N+vpprGjCJMtEp3ePaVm89HGWv7SCxPAUi463dflTzy9m2UsrOFanYUtt/7PduIPLxqWz9LbL0Fo5aF0QBOuIlB5hyDhWVc1bP+5kU37fAwGHmnSTkesCA5l58XSzMlcI1q3pma0racDQbsIoGYlLjWbMpNEW/S462jqoOFVNXUUdusZmCk+d5N+r3mfRwluZetEUVJqe/SNnzr/ymde58a7rCQ5zfm/lnlOl3Pn+5047/5Ir5nL7ZMfd3SiramTrnjy+35XH0fyeSedhWiWFe97l94/+zuLrpzKvmtCEYNReavOc+i4jdcX1RKaG93n8GfXljeQcy+GLrz5j0e2LbHJ969v1rNmcw5flfc9e5OqmDovnb/9zo93HswiebcCUnuB4eeylv3Fkk8zsWPWYSOkRBEfLranlrR938m1uvrOb4nLyFEr+q9EwsqaZoHD/s9tdMZjvrXz5C8uJ9o2n+kQ9kfERZI5Ox3uCdXnz3lpvkocnkDw84fSWi7nvd3cDYDAYqCmtpbq0lsY6HUWnCvhi3X9Y/9l/mT5vilXns4cJ8TEEa31oaGt3yvnf/H4Hlw1PJ9zP1yHni40M4rarJ3Pb1ZPZfbiI1/65ibKqRgBq24yMnPkLhiVmmh3X2/VVW1xPVHpEn+UqtZLI1HAaq3QcyzrGx19+2Ov1qe/oIrcwh8UvPM7KZa+SEJqE0WBCqVL0e/6B2tdS30Zxm3vn8j901UwR7AsOIVJ6zImAX/BYBpOJJ77+lrVHc8SUvP3IqqtnhekE9zfFExMVSPbxLJcI5vsrX7x4Mft3HiA5I8m6Jz1IKpWK6KQoopO688JnM4Of/++dDjn3YKgUCuamp/Cfw0edcv7mzk5WfvcDr163wOHnnjo2iQ9eu4v3v9zDv7/cg8FoorhJz7/XHWXR5RmExnUvctbX9dXVaei3/Iy84hMsfuFxXn/9dRLDUqgvbyQk5qe7O/u2H2Dx0sd7HN+u60BX20xkSrhV13/x0Qr+sD+Xqs6BF7tyVbNGJDMmSUy/KQjOIgJ+wWOpFApmJiaw5miOs5vi8o43NPBIQwOKHJkRhi5++8ofCA6Opa25A63/T4MFXSHYf+SRR3jlmWUOC/bdzfVjR7A26zgGk3Mmol6blcPN40czJTHO4ef20qj5xcKZzJ+Zyav/+I6Dx0o5Ut5E1ru7uWxENKE+LSxZ8WSv15faS2XV9WkyyVTm1+AboiWn4Bh/+eefzI73CfBGqVGy4/tdPLHkMd544w2L6z+y6ySvZ53E4ObdFr9eMM3ZTRCGEvd+u9iFCPgFj3bD6JG06PW88N0WZzfFLZgkiWy1huymOmiqQzoB0yIjmegbiFRRwRuvvTjonPozue+2/DIQ7RNv42fuOaYkxvGP267nf7/4Cl1Hp1PasPTrTax+4A6nrVeRFBvKn5YsZNPOE6z69hCHc8r49nglAFff+gLe+lA6Wjrx9utO/+ps7aSgPJ/HHn900NenQiGh0WrIOpDNH//+Vp9jBg5nHWLxc4+z4uWVJIZZNgC4LLeKFUfywc3TYOaOTmVkgm1ncBKEvkiIlJ7eiIBf8Hh3TRxPc6eeN7ftcHZT3I4M7KyqYifdAwXVD/6WjWhoOH6KRJUXMWH++Af7mgUrtRWNrKupZmddNTdHxeNVUcYzzy+2Wc9/bX6jvZ+6W5uenMAn99zKrz75kuKGJoefP7+2nsVrvuWFq+bh56TZWCRJYt6MTObNyKSorI51m7P4Zusx8urayducR8D2Qq4dG8uIkZGcyD3B4ucft+r6bG1sIyf/GIsHsSiXQW+g6mQtYQkhKFWKPuv/7ni52wf7AL9eYD4pgCAIjiVm6RGGBFmWeXnzVv5vn+OnLPR0YwMCUGdnMzVjJBNGDCe7oYm/nsqnw2g8u48sy8wJCeXysBjSE8NQe6nPllnT8y+1qRg5xXwwptBTfVs7D3++jn3Fli0qZ2sJwYG8fsOVjIlxjd5dfZeBbfsKWLvpCHuzTq+/IctoqzZw+90Dz6Yzfux46kobCEsIRalS0NmuZ9/O/Tz5vHVT27bUt5J9IovHnzD/snEqu5yndjpnLIYtzR+Xzmv3/MzZzRA8yECz9PgHxcnj5jh3lp4f1zwuZukRBGeQJImZSQki4LeDwzodJCSwr70Z9u/pdR9JktjaUM/WhnqiyrTcHBXPmMAAisryBh3sGw1G0kek2vU5eYoQrQ//uv0GlqzfxOojxxx+/uKGJhb961N+M2cG98+Y5LQVpc/QqFVcOj2DS6dnUF7dxLrNWRzctIGpCyybOrOyoJao1HAq8qpRKBQUVuWz9us1Vt+5yjqYxRNLe7+zEBThT6qXhgI3HqgL0NjagSzLYnYewaFESo85EfALQ0Zju3tPaecpKtva+OPJEwCMa2/j2aWvMm7MeKB7AGRrYxvNLR0cz89j05bv+N3Lb1KiDWbvoeMUt7VwqrmFw2PHOPMpuBWNSsWyay4jOTSYN77f7vDzG0wmXt/8IzsLi1lx7eVE+Ps5vA29iYkI5Je3XkTHtZPY+90B6koaCI0PPlt+frBekVdN9OlpO88syvX44sdZuWIlyZHmX0AHCva3b97Bsjdf6fvLQHYWtDWB0seGz9rx9uaVsDX7JHNGiy/pguBMIuAXhoymjr4D/kBvDU0d7t2T5o4O+Wg51KZj1Y7dhHh7cbJJ1yMViKlTOaarB13PFUYb2tsJ1Wod3Fr3JUkSv7xoCplR4Ty5dgN1rW0Ob8OOwmKueecDll19GXOHmQ9adRZvH29mXT0Do9HIwa1HaGpporiusM9gH8yD+daGNioLaghPDEGpUlqUpvb3997h6cXPkBSRSmVedY9JRQqLC9hzrJgC71AH/Abs7/U1PzBzeBJqlXMGcQtDkOjhN+OcNeAFwQnO7+EP9/XmnrEaVl+7n43Xf4ifRt3HkYK9Vba1cay+oWew349aJwSsnmB2WjLrfnknc9KTnXL+hrZ2fvXpGl769ns6DQantKEvSqWSSZeMZ9rcyfzlj3/9aYD4OavrQu89977BWqJSw2nXdbJ9845eg/02XTtVBTXs3LSLLz79ggfu+yXTL5pGeGIIUekRRJ9+lDaeYvHSJ5g1LZWnxqQTpnb/v0vFNY18+uNhZzdDGEIk2bkPVyR6+IUho+n0FIX+XhqenVHJ1XGfo1T8NFf5PWMN/HGvs1onDEZtaysZ4WHOboZbCvXV8vYt1/LRvsOs+O4HOg2WfcmypX/vOcTeU2W8cf0CUsNdqxfb19+XNavXcDK/EABJIaFQdOefD9Rzf7zgKOu+Wcfrr7/O2FHjqC6sxWgw4eWrISQmiKMnsvvM2e+r/hdTwti0r5AvSivt+Kyt56NRMyMzkbmjU8mMi6CsronC6noKqxooqqqnsLoeXVsnb/93Fz+bPJwgX/dOURIEdyUCfmHIaOroYGpcACumf0aMttCs/O70j3g/6+citccN1Ige/gsiSRK3Tx7HlMQ4Hln9DSeqax3ehpyqGm74x0c8dflsZqclY5JlTLKMLMuYZM7+HKL1IVjr2CAxJjGajpZOahtrCIwMwNBl5OChAxYNMF/+3KvdA3zzaohK7//OQG/Hn18eEO7H9QtG47tWx3tVrnHdh/prmTMqhTmjU5k6LAEv9U+hRHpMGHP4KV9flmXqW9o5dTrwFwG/YHcyYHLRbnYnEgG/MGQszDjFJP83UPQxWYS/upH7xrbzxu7e80xHRPjzm/FH0ZvUNHdpadb70Kz3oqHTiw+zxIBgR1ErFAR5ew+8ozCg9IgwvrhvEW98v51/7Trg8PN3GAwsWb+p331CfbX8fdF1jIyOdFCruqWMTCKyOYKDWw+TnZvFUy9Zto5EcmQqzXUtePlpei23dh2K//voz0iX3mPbJzkIKZEhzBmdytzRqYxKiDp712MgkiQR6q8l1F+MuREcSMT7ZkTALwwZUyKLob3/fe5M+xiFtAgJmTMfZ5IEPqpObkp8F42y95VLdfrHWHeixbYNFsykhobwxtULGBkZMfDOgkU0KhWL589mVmoST6z5lpqWVmc3qYe61jbueP9z/rLwGqYnJzj03L7+Wi762XTiT8YAskXBekV+DWEJfn2WD3R8X+UrXlnJn4432/T5WWpmQjxXTshgweyRKBVi6J8guCMR8AtDhqSMH/BLv6+qmQcy3hl03b8fs4pv869Eb+GgU2Hw7pwwjifmzMJbLf5s2cPMlETW/vJOXt/0I6sOZbtUB1l6eCgxgQFOO39iSiJjR04w295bsK7SKPstH+j4/srfz9uMzgljLox6I6+8vYGPv9rP/9w2ixkTUsS8+oJLc9WBs84kvqoLQ4fSfr2DsdqT3DNWfADaQ7ivln/efD3PzZ8rgn07C9H68PLV8/ni/tuYEB/j7OYAcO/0iXz484UkhgQ5tR0tbT1713sL1puqmwlPCOmzfKDjBypP8R18WoxWrWJiVBQTI6Os/8A/HTwVltbx2MoveXDpZ+haRBqj4MJk2bkPFyQCfmHo8L4EFPbLA34g898E+3jZrf6haH56KuvvvYvZKUnObsqQMio6ko9+vpA3rr+SqADnLpS16mA2r27aRkFt/cA728mJg/n9zsN/hqGzq9/ygY4fqDzWx7KxK15KBeOjopgcGImm0kjOoXJyDpeTbPRjYlT0oD/4z+/Mb2vX4+8r/tYJgjsR3WXCkCFJPuD/O+SmxXapv93oR1KQFw3tvef5C5bTqtU8O28ON40eKVIHnESSJK4alcElGSn8Y8c+/r5jr1Om8Gzq6OS93Qd5b/dBJifEcsuEMVw+PA2NynEfX6dyi4kZ2R3w9xesh8aHsGPrThY/+4TNg/2Olk5CvLxJCAyky2REbzTQYTDS0dWFUQaVQmJkeAReeig4WUtuWblZ3ZU1OiprdCSF+RMSF8DBqgqMA3RGapQK5PNe9ntumibel4JLEyk95kTALwwt3tdB63tgOG6zKvVGDe/n/5w/H/ChVa+zWb1DkUqhYGJcDK9cMZ/EYOemcAjdfNRqHp49nRvHjeTdXfspb2ymrrWNurY26lraaOvqclhb9haXsbe4jJc3+HD92BHcMn40SaHBdj+vie71OiwJ1tetX2fTYF/f0cXatcfYkFNh3tUOeANKpQIJmfzyCoueT1VtM1W1zSSE+RMWF4BeNqGRFKhkCVOXjL7TQFtrJ03N7TS3dpJVVnr22PTEcC6elGbReQTBKWTELD29EAG/MKRIkgK0i5B1S2xS3w9VV/Dy7lEUNrQCjgt83J1aoSA5JJi0sFDSQkNICwslPSyUxOAgNMrep0UdajoNBv6+fS/HKmv4fzf/DJWTZ0eJCQzgmcvnmm1v03dR39bG4dJKnlq3gQ4HrKDb0NbOuzv38+7O/UxPjmfRxLFcMiwFtZ2uHZWX0uJgffnSFVYF+z/890e+3vBflj76CiHqaE5llaNQKdh7tIoNJyp7DfbPMBpNfZb1p7q2merawc38c/eNondfENyRCPiFoUcRaLOqntw2nJpW15rG0NWkhoYwIiK8R3CfEBRot+DME+wsLOb5rzdTVN8AwLINW3n2CvNg2xVoNWq0mkDiggKJCvTjlx+vobnTcWltOwtL2FlYQrifL7dMGM3C8aOJtPG4g4LSfJ5cYnmaTkVeNaFxwWh81L2Wn6upupmNm47wbW4zUvAsPj7cCoeP2rT9tpISH8bsyenOboYg9EsCJBcdOHsuSZKKgGbACBhkWZ50XrkEvAVcCbQBd8uybPWCKSLgF4YeyddmVRnEan79UikU/OeuRfhqNAPvPMRszSukrElHmK+WMD9fwny1KBUK/rBlO2uzcnrs+8HeQySHBnPH5HFOaq1lJsbH8sFdN3PfR/+h1sGrIde0tPKnH3bx1227uTQjlUUTxzA9OeGCe6P1nXqees6yRbfOlEenR9Bc30p9WSMlDUVm5braFprrWqko1/HBzkLajDKSg+7gRIb5MyI1mtAgLSdL68g/VWPRjDv+vl48ePvFFi+4JQhOZd1NL2eYK8tyX0udLwDSTz+mAn89/a9VRMAvDD2S7Xr/RMDfv/Ex0SLY74NRNrH0m80W7//yt1tICA7i4rQk+zXKBjKjwvno7lu458NVlDU6fkyLUZbZkJPPhpx80sNDefryORe0YNfBPYd57bXXBp2m4x/iS07BMT7/5AueeHg5FSVe/PnILvJrmmntckw0ovXRMDw1ipFpUYxIi2ZEWhRhwT3//smyTG1DC/mnaimtbKC9o4u2zi7aO/S0d3T/m5kSxXXzxuCrFTPzCO7BHXr4LXAt8L4syzKwS5KkIEmSomVZtmywznlEwC8MPbLteh4hSA+yAAAZeUlEQVSNJvfpRnCGGUmOXRnVnVyclkykvx9VzZat0GySZX67aj2f3HMLwyLC7Ny6C5MYEsS6X97JrsISfigoYlt+EWVNjg/+82rquPuDVfxsZAZPzL+YCP/Bf9k36S1bYbev8mUvLOe9bc1037m3H4UkkZoQxoi0aEamdwf4ibEhA66MK0kS4SH+hIf4A8l2baMgDCFhkiTtO+fnd2RZPn9VTxnYIEmSDPytl/JYoOScn0tPbxMBvyBYQu74xmZ1iR7+vo2JjuS28WOc3QyXpVIouGncSP68bbfFx7Tq9fzq0zV8fu8iQq1YhMmRfDUaLs1I5dKMVGRZ5mRdA9sKitiYk8++4jKHtuWroyfYkl/Ib+bM4LZJYwc1ADolI5maxqoe2wYz205ieAps22e2j62p1UruvG4K82Zk2v1cguDSXGOWntrzc/J7MVOW5XJJkiKAjZIk5ciy/MM55b3lz1n9zMTCW8KQIst66Nhgs/oMooe/V7OSE/n3rTcRqnXtoNTZbho/CsUgc8zLGnU8+NlaTG50y1qSJFLDQrh76gTeu/MmxsREObwNLZ16Xv52Czf94yMOlVreQRYeE0pr4093BS0N9lcuX4mvMYxPNubapP0D6dQbWPLWet7+eJu48ygMcU5eZdfCv82yLJef/rcaWA1MOW+XUiD+nJ/jAPMFNiwkAn5haOn8EeQmm1RlknGroMtRrhs5nHduvFbk7lsgJjDAqpz8nKqaXrt+3IFKoWD5tZfjpbLdLE2/nzuT+6ZPZEZyAkEDrEZ7vKqGW/71Cc98tZGGtvYB61YoFOiqu9OuLA32X3zyFb7a3cEfNuaSXXnhqUzzZmTwu7stm6Xp/S/38MSra2hpEwsACoKrkiTJV5Ik/zP/By4Dss/bbS1wl9RtGtBkbf4+iJQeYYiRO9bbrK7DDTNtVpen+MWUiTw2Z9age62HsuGREWzJKxzUMZH+fm49F3pqWAiPXHIRr2zYesF13ThuJL+86KeOMVmWqWpu4XhlDccqq8mpquFIeSWVup5jJT4/mM22giK++fXdaDXqfs9h0psGlcYjNwdS3TK417Qvo4fF8PSvr8BLo0KtVrHy7xsHPGbHgZPc//SHrHjsOhJjQmzSDkFwJ26w0m4ksPr033EV8JEsy/+VJOlXALIsvw18TfeUnPl0T8t5z4WcUAT8wpAhy+3QuckmdW2vns+vN2YC9l9kyF08dcls7p08wdnNcDve6sH/GbZm8KmruXPKeLbmF7L9ZLHVdYT7+bJ4/sU9tkmSRFSAP1EB/swdlgKA3mjkhW828/nBnh1olboW3t21n4cuntbvedLGpvLyfS9aPDXnl6sOW/2czjd32jC8NN3XyHXzxqBSKlj2t28HzBooLm/g/qc+ZOlvrmLG+BSbtUcQ3IKL332XZfkkMLaX7W+f838ZeNBW5xQpPcLQoT9ksxl61haOdciKou5i8ZxZIti3kjWpLZEeEPArJIl/3nYDq++/nYdnT2d0TOSg63j+yksJ8O4/hQdAo1Ty4lXzWDz/YrNUKN8BevcBUocns+XH78mMGYWutuedgvOD/bamdg6UNAzmafTrmx96LsL1s7mjWPLglRbdRVOrlGzbW0Bbh95m7REEwT2JHn5h6DDYbvBcfYdYJfaMMF8td0507QWhXJmXavB/hj0h4Ifu3vgR0RGMiI7goYunsa2giPs/Wm3RsQtGDGNeRuqgznXPtIkkhgTxyOpvaNN3Eenvx6KJZp1svVIoFEy/fDKtulZ+/HoXURlhHDh0oEew39HSySdrsqlstl3+fF5RDblF1QxLiji77fJZw1GrFLz+r83Ip3syz6R4ab01zJiQzJwp6YzJjB1wWk5B8DgySGLcupkBP2kkSXoAeAAgIUHMqS24L9lwwmZ11bW79u1CR7pn0gSrglahmzW/u6gAzwj4zzcrNYkrhqfz3+N5/e4X5OPNs1dYNoj1fJcMS+Xju2/h15+u4VcXTRl0SpVvgC+X33opOzbu7hHsd7bp+WJtNrtO1VvVrv58s/Voj4Af4JLpGVwyPcPm5xIEj+DiKT3OMOBXf1mW35FleZIsy5PCw8Md0SZBsI+uHJtVVd9mtFld7szfy0vMtX+BvIdwD39vnrpszoCDaGckJ+DnZf0sUJmR4Xx+7yJuGDvS6jrSRiWfDfa7Og2sWXeMHwpqra6vP9/+eByDQfzNEQTBeuJen+DxZFnG1PwqGM6f8cpybV1+HKyfyYcFP+eZvb+nurXDhi10X3dMGIu/l5ezm+HWrMrh99Aefuh+bg9fPL3ffb4+lstlf/4Xn+w/gt5oXSAc5ueLWml9al5EdATR2ng6WztZ/9VRvsutGvggKzXq2vlx/0m71S8IHkd28sMFifvwgkeTZQOy7lloX3UBdcB9Wx5kf/mZ+bQHnrt7KPBWqbh74nhnN8PteVkxS48n9/AD3DllHKsPHyW3pq7PfSp1LTz39Sbe2bGXB2dN49oxwwe1gq4tXHHLPPYdLuTrY5V2P9crb39LSKCWMZmxdj+XILg7SaT0mBE9/ILHkuV25MaHLijYB5AkeGnaejQX0BvoiRaOHUWor1hJ90INNodfIUmE+fnaqTWuQa1U8vLVl1k0E01Zo46n1m3gqr++x9qs4w5fZXb08DhUSvt/lLa0dfKbl79g16Eiu59LEATPIwJ+wWPJuhegc7NN6kr1z+Z3U0QazxkqhYL7p0x0djM8wmBz+MP8tA7vyXaGMbFR/GLGJIv3L6pv5LEv/0txg21W0raUl0bNyPRoh5yrU2/g8ZWr+X637WYcEwSPJMvOfbggz//UEIauLtvNygNwd9q7jI8OsGmd7krc7bAdzQA5/LFBAT0GsXp6Os+5Hrp4GsPCQy3eP1jrQ1JIkB1b1LvH7p+Hv69jxrIYjCaeffMrvvre+jFJguDRZMDk5IcLEgG/4LmMZTatTqkwsWzGV1YNsvQ0bV1dPPn1Rkwu2pPhTiL8/UjsI0h9ePZ0vnvoXg48/iDbf/cAH999C49dOsvBLXQejUrF8msvR2lBag/A+Ljos/PRO1JKfBgrH78OjRXjMaxhkmV2HixE3yUW/xMEwTIi4Bc8kmxqA9l2q12ekeJ3lIcmiVUrAbafKubDg4ed3Qy3F6L1YfUvbueWCaPPbtOq1fzp5qt56OJpKCQJ6XTe/oT4GKYmxTuxtY43MjqSX100xaJ9x8fF2Lk1fRubGcfS31i2Au6FSIkP4/89ezMv//5qh33BEAR3IiEjyc59uCIR8AueyVRut6obO73tVre7WfH9Norqbf/Faqjx1Wh44ap5/GXhNYyJieKTe25lfmaas5vlMq4fO9KiXv4J8c4L+AFmT07nkfsutVv9EaF+/OX5hUwaJRbBFIR+iRx+M6J7QPBMNk7nOaPdoOWL445PGXBVHQYDj63/lk9uX4hyCAwktbdLM1K5NCPV2c1wKeVNOu75cBXG8z5EFZLEPdMmkBIWQmJwEIkhQYS7wOxF188fS11DC++u2mXzuqvrWvjVkk9Y+fj1xEU5fqyCIAjuS3xCC57J1GyXateXXU9Th0jpOdfB8gq2FZ5ydjMED9TRZeDO9z+npJeZd+6YPI7H513MTeNGMTkxjgh/P6fk7/fmvptncNUc61fx7U9RWT33P/0h+7OL7VK/IHgE0cNvRgT8gmfyvhxUw2xapSzDB8fEojfn8lapePWqy5mTmuzspgge6LsT+ZQ26sy2R/r78Zs5M5zQIstIksTjv5jPhBH2GW+ha+ngt6+sYvVGMYZGEMyIWXp6JQJ+wSNJkhop4EXAdj1+hxou4li1fe4cuKOk4CBW3bWI60eNcHZTBA+16tDRXrc/e8Vc/Lw0Dm7N4KhVSl555Grio4PtUr/RaOLVf3zHa//8jk69mK1HEIT+iYBf8FiSZjxob7NZfR/kTrdZXe7usmFprP75bWSEhzm7KYKHKmvUsbPQPG1lbnoK89xknEOAnw+vPXE9/r72G+j/nw2Huf2R/+OHvfnILppKIAiOJmbpMScCfsGjSX6PIQX+AXzvB81UkKwf1Dc1qsLi+cA92eI5s/jzdT/D38sxCw0JQ9PqI8c4/2NTq1azZMFcl8nVt0R8dDAv//5qu56jvLqJxa+t4XevrKKorM6u5xIEtyBy+M2IgF/waJJCi+RzJQr/x1GE/BspYj+oMq2qa2HSB/z9inx8z1n1dKgZGx3F/VMnuVXAJbiuLqOR0sYm9hWXsjbrOO9s30NWeSUA67PNV8p+ePZ0YgLdb7XrSaMSiIkItPt59hw5xZ2Pvc+qbw/a/VyCILgXMS2nMKRIkgJZlQqGHKuOvyhiA59cVc39Gy+hqqXdxq1zfQsybTsQWnB9nx44Qk1zK8Fan58ePt3/Bmm98VL1/jHS0WWgurmFyuYWqnQtVDW3UNncTLWue1uFrpma5tYevfhajZpbJ44BoLG95/srMzKcu6aOt9fTtLtJoxNYuynL7ucxGk0czinjxsvd93clCBfGdXvZnUkE/MLQo7ywGWWSfY+hUthvcR1XtiAj3dlNEBzIJMu8sXk7je0dfe6j1ajPfgnw99ZQ39pOVXNLv8f05ZYJownw9j577jMSggN58ap5qNx4rYdJoxwT8AN0dRkdch5BcEkyIuDvhQj4hSFHUqWY5QYPxn+KF1Kma7NZe9zF2OgoYt0wnUKw3rHK6gED9zZ9F236Lsp6mT5zMFQKBT+fMuHsz4/Pu5jk0GCGRYS5/Iw8lphow9Vxr5w9kuMFlRSW9p6vrzeIgF8QhJ5EwC8MPSrre/jrOyP568FIYOgF/KJ3f+jZXuC4BdWuHDmM6ED/sz/fOM4+C1c5S3CAlrSEcPKLay64Li+Nig9fv5uKGh27DhWy81Ah+7OKae/sAsAgAn5hqHPRufCdSQT8wtCjTLLqsPrOCH7+3V1UNLfYtj1uQuTvDz0/nnRcwH/ftEkOO5ezTBqdYJOAf813R7hu3hjSkyK4fv5Yrp8/Fn2XgSM5Zew4WEhru1gNXBjaXHVqTGcSAb8wBHUO+oiGznDu3nQ3J2qHzsJbAV5eTEuMZ0ZiAjMS40U6zxA0KzWJ6uYWiuob7Xqei1ISyYwKt+s5XMHls4bzyfr9F1yPSZZ5670t/HHJzWdnzNKoVUwancik0YkXXL8gCJ5HBPzC0NN1bFC7N+rDuGfzPeTUeHawr1YqmRwXw4ykBGYkJjAyMgKlGw+SFC7cAzMn84sZkzhSXsmaI8dZf/SEVYNxB3Lv9Ik2r9MVZSRHMnVsErsPF11wXQeOlbBlTx5zp4o7b4JgRvTwmxEBvzD0dB0d1O67ay7iWLVnB/sapZJ3F17PtIR4ZzdFcDGSJDE2NpqxsdEsvmw2P+QXsfbIMTbnFdJltE2ueEPb0Jni9s5rp1gd8Pt4qUmKCyU5LpSk2BDCgv1s2zhB8AQyYBIB//lEwC8MObJhcD38k0J3AdfbpzEuQCFJvHXNlSLYFwakUSqZl5HKvIxUmto7+O/xXNYcOc7+kvILqvdvP+7hypEZKIbAgm7jR8QxMi2ao/kVFh8THuLH20tvJTIsAIXC839HgiDYnrhfLww9g+zhD/WuJD3Uc3vSXrliPvOHpTm7GYKbCfTx5pYJY/jo7lv47qF7eHj2dBJDgqyqK7emjs25J23cQtckSRJ3XDd5UMfU1LdQVdcsgn1BsMjphbec+XBBoodfGFJkkw6MxYM7SD2OV6+czsFKA3m1deTX1pNXW0dDu/unITwxZxY3jfGs6Q8Fx4sPDuKhi6fx4Kyp5FTVcKisgiNllRwpq6Sgtt6idS8Cvb3s3k5XMWtiGkmxIRSV1Vt8zOffHGTc8Dg7tkoQPIiLBt3OJAJ+YWjpOn76P2pQZ4J6LJIyCbkrG/Q7wFT9076SD5LfI6D9/+3dfWxVdx3H8c/33FtabstTue0KlbK0pA/I6DaQjoc9IAN5FFRI2ED+IBHdTHDLRkz0H8N8iDHRKLgsRLME1BgRHJsDRF2YQxiyweYkMNoBnSuPt4yVQgu09+cfrYw+0RZue3pP36/khnvuOffe7/n9QT793e85v2UaZyGNG9nyo6qvXLkR/iuqq7XrWIXO1V7utVO5U6vKJuprZcG/FSJ6j5mpJCdbJTnZemxCqSTpUv1V7S4/oRf27FdFrP2AWxDN1MS83N4s1VeeZ1q+cJK+//zOLr/nHwfKdSZWo5wod8sC0H0EfvQvoRxZ5mYppURmn67eaZKcc1LjB9LVvXIN5bL0r8vCHc+oDY9ENDwvorK8pmMm5I7U06/s6OkzSIgl48dpzcPT/C4D/cCgtFQtuKdY88YVadeRcj3/xn69fy7W4pilE8bfuL1kfzFzarH+uPOQjh4/26XjG+NOf9r1rp54/MEergwIAGb426CHH/2KhUfLBpS2CPs39pnJwmNk6SvkDXnulmG/PXOLC5WfOSxRpfaYWYVj9NwXZvS7gAV/eWaaPbZQL61arl8uWaCxOdmSpLRwWIvGl/hcXe9LCYf0qx8s0/dWz9XIu4Z06T3b/v5vXb12vYcrA5Lc/+/S4+ejD2KGH0iQkOfpySllevbPXf+ZviPDIxGtnvaACoZnqqExroZ4XNfjcTU0NjY9b2xs2o43rR8eMpNnnkKeKeR5zds3PfdMIfPkmaks7zMKc399+MQz06PFYzSjqEC7y0/og9gFDU5L87ssX3ieadbUEk0vK9Qrr72nF7e8qeqLHbcF1tTWa9eeo1rw+Xt6sUoAiWZmoyRtlJQjKS5pg3Pu562OeUTSNkknml/a6pxbe7vfSeAHEmh+SZHW/fNNVX58eyuTDgiFtPJz9+sbD0xSRmrbXyGAoDAzTS/M1/TCfL9L8V1KOKQvz7pXcx76rDbvOKjfvHxAtVfaXxF8845Dmj99HL/QAR1ykov7XURnGiQ945w7aGaDJL1tZn91zrW+b/gbzrn5ifhCAj+QQGHP05OTJ+nb23d1+73zS4q05uFpyh3CRXlAfzQwLUUrvlSmRTPHa9O2A3rnyEcKhzyFQp7CIU/hcEghz3Qmdkkjsvh/AuhQH+/hd86dlnS6+fklMzsiKVdS9xYK6gYCP5BgXxxbrNcqjusvxyq6dHxBZqZ+NHem7s8d2fnBAAJvcMZAfXPZQ36XAaAXmNndku6TtL+d3ZPN7F1JpyQ965zr3kJCN6GRF0iwlFBIv1g4T4/d23mfbVFWVL97fAlhHwCAROgbF+1Gzeytmx6r2ivVzDIkbZH0lHOuptXug5JGO+dKJa2T9NKdDAsz/EAPCHme1s6aoeGRiNbvbe+Pdqk4K6qNSxcrMzKwl6sDACDA/G/piTnnbrnQjZmlqCns/9Y5t7X1/pv/AHDObTez580s6pyLtT62Kwj8QA8xMz314BQVZUW178P/qjxWrfLz1bpYX6+S7CxtXPoVDRtI2AcAoD+xpqvufy3piHPupx0ckyPprHPOmdkkNXXlVN/udxL4gR42p7hQc4oLJTUt7hW7fEVpKWENSk31uTIAAALI/xn+zkyV9FVJ75nZO82vfUdSniQ5516QtFjSE2bWIKlO0lLnbv/ECPxALzIzZWWk+10GAAAB5fp84HfO7ZF0y3vrOufWS1qfqO/kol0AAJLc4fLTunqtwe8yAPRRzPADAJDEGhoa9d2fvawBKWE9s3KGykrv9rskwD9OUrzPL7zV6wj8AAAksd3/Kte56lpJ0tM/3KJHpxRp9YpHFB2W4XNlgE/6eEuPHwj8AAAksT/sONhi+29739e+Qye0cvFk3RUdrJpLdaqprdcntXX65FK9amqbthsbnTKHRjR8aPqNR+bQdEWHpSt/VFRpqSk+nRGARCPwAwCQpGpq6zRscER5I4ap6uxFNTYt+qPLdde0btPrt/25m36yQgV5Waqrv66jx8/qcPkpLZpZqowIdxdDEmCGvw0CPwAASWpwxkD9eM0iSdK16w366MxFnay6oMqqap2suqCTVdX68NTH3b6g9/evvq2KyvOqqDyvxrhTaXGuli+c1BOnACTYjdVucRMCPwAAATAgJaz8UVHlj4q2eD0edzobq9HJqgt6ces+/efY6U4/69Xdh1tsL5l9X0JrBXqMk5zjot3WOg38ZrZK0ipJysvL6/GCAABA4nieaUT2EI3IHqLtrx9WZfoFpUdSNSiSqvRIqjIiA5r/bd4eOEAZkVRlpH/6WklBjt+nAeAOdBr4nXMbJG2QpIkTJ/IbCQAASWrtt+bJ7Jbr/QDJj5aeNmjpAQCgnyDso1/got02WGkXAAAACDBm+AEAABAMzrHSbjsI/AAAAAgOWnraoKUHAAAACDBm+AEAABAYjpaeNgj8AAAACAhHS087aOkBAAAAAowZfgAAAASDEwtvtYPADwAAgOBw9PC3RksPAAAAEGDM8AMAACAQnCRHS08bBH4AAAAEg3O09LSDlh4AAAAgwJjhBwAAQGDQ0tMWgR8AAADBQUtPG+a6sRqZmZ2XVNlz5SS9qKSY30X0U4y9fxh7fzH+/mHs/cX4+8fPsR/tnMvqaKeZ7VRTfX6KOedm+1xDC90K/Lg1M3vLOTfR7zr6I8beP4y9vxh//zD2/mL8/cPYJx8u2gUAAAACjMAPAAAABBiBP7E2+F1AP8bY+4ex9xfj7x/G3l+Mv38Y+yRDDz8AAAAQYMzwAwAAAAFG4AcAAAACjMAPAAAABBiBHwAAAAgwAj8AAAAQYP8Db29eyEG1r9AAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Alcohol Everyday Top (%)\" , ax=ax, legend=True, cax=cax)\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Alcohol Everyday Top (%)\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Daily Alcohol Consumption Top Quintile (%)\", fontsize = 20, loc=\"right\")\n", + "plt.plot()\n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Alcohol Everyday Top (%).png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 168, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Alcohol Everyday Bottom (%)\" , ax=ax, legend=True, cax=cax)#, cmap=\"coolwarm\")\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Alcohol Everyday Bottom (%)\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Daily Alcohol Consumption Bottom Quintile (%)\", fontsize = 20, loc=\"right\")\n", + "plt.plot()\n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Alcohol Everyday Bottom.png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 169, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Alcohol Deaths\" , ax=ax, legend=True, cax=cax )\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Alcohol Deaths\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Alcohol Related Deaths (Normalized %)\", fontsize = 20, loc=\"right\")\n", + "plt.plot()\n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Alcohol Deaths.png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 138, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#new_plot= new_plot.rename(columns={\"Happiness Score\": \"Happiness_Score\" , \"Gini Index\" : \"Gini\"})\n", + "\n", + "plt.figure(figsize=(12,7))\n", + "\n", + "g1 = sns.scatterplot('Binge-Drink Monthly(%)', 'Quintile Share', data=alcohol_country2, legend=False)#, size=10)\n", + "for line in range(0,alcohol_country2.shape[0]):\n", + " g1.text(alcohol_country2['Binge-Drink Monthly(%)'][line]+0.75, alcohol_country2['Quintile Share'][line]+0.05, \n", + " alcohol_country2.Country[line], horizontalalignment='right', verticalalignment='bottom',\n", + " size='medium', color='black', weight='semibold')" + ] + }, + { + "cell_type": "code", + "execution_count": 173, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.matshow(alcohol_country3.corr(), cmap= \"magma\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 180, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Quintile Share Alcohol Deaths Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%)
Quintile Share1-0.270.020.045-0.160.1-0.27
Alcohol Deaths-0.2710.260.0270.090.00570.34
Alcohol Everyday Top (%)0.020.2610.81-0.6-0.59-0.11
Alcohol Everyday Bottom (%)0.0450.0270.811-0.55-0.77-0.23
Alcohol Month Top (%)-0.160.09-0.6-0.5510.630.54
Alcohol Month Bottom (%)0.10.0057-0.59-0.770.6310.2
Binge-Drink Monthly(%)-0.270.34-0.11-0.230.540.21
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 180, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "matrix = alcohol_country3.corr().style.background_gradient(cmap='RdYlGn',axis=None).set_precision(2).render()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 197, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CountryQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
0Serbia9.43.79NaNNaNNaNNaNNaN29.0
1Turkey8.30.050.50.40.73.38.12.9
2North Macedonia7.2NaNNaNNaNNaNNaNNaNNaN
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" + ], + "text/plain": [ + " Country Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%) \n", + "0 NaN NaN 29.0 \n", + "1 3.3 8.1 2.9 \n", + "2 NaN NaN NaN " + ] + }, + "execution_count": 197, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 196, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CountryQuintile Share
0Serbia9.4
1Turkey8.3
2North Macedonia7.2
3Romania7.2
4Bulgaria6.8
5Slovenia3.7
6Finland3.6
7Czechia3.5
8Norway3.4
9Iceland3.1
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" + ], + "text/plain": [ + " Country Quintile Share\n", + "0 Serbia 9.4\n", + "1 Turkey 8.3\n", + "2 North Macedonia 7.2\n", + "3 Romania 7.2\n", + "4 Bulgaria 6.8\n", + "5 Slovenia 3.7\n", + "6 Finland 3.6\n", + "7 Czechia 3.5\n", + "8 Norway 3.4\n", + "9 Iceland 3.1" + ] + }, + "execution_count": 196, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country4 = alcohol_country2.iloc[np.r_[0:5, -5:0]]\n", + "alcohol_country4 = alcohol_country4[[\"Country\",'Quintile Share']].copy()\n", + "alcohol_country4.reset_index(drop=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 203, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CountryAlcohol Deaths
0Denmark11.49
1Slovenia9.67
2Latvia6.79
3Germany5.83
4Austria5.39
5Bulgaria0.34
6Ireland0.32
7Italy0.32
8Greece0.12
9Turkey0.05
\n", + "
" + ], + "text/plain": [ + " Country Alcohol Deaths\n", + "0 Denmark 11.49\n", + "1 Slovenia 9.67\n", + "2 Latvia 6.79\n", + "3 Germany 5.83\n", + "4 Austria 5.39\n", + "5 Bulgaria 0.34\n", + "6 Ireland 0.32\n", + "7 Italy 0.32\n", + "8 Greece 0.12\n", + "9 Turkey 0.05" + ] + }, + "execution_count": 203, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country2.sort_values(by=\"Alcohol Deaths\", ascending=False)\n", + "alcohol_country41 = alcohol_country2[[\"Country\",'Alcohol Deaths']].dropna().copy()\n", + "alcohol_country41 = alcohol_country41.iloc[np.r_[0:5, -5:0]]\n", + "alcohol_country41.reset_index(drop=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, 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zJmAPfkV}>$AQtIlh;G#K-0Sy1&|%``Suu!qUv~fYW@WdpsGRCRl?y4+g`kUOJG402 z{VdP|lx1UO?h8Rt91k1)0vt8LJt+WZB#$G<5c+s?X{ zeU2BxGX9^}*uXDvH<0H;Hw-fQb@A#I0PH24eb~ol&;4H9=uS;rSk0hdYuVO6H@YKF v=IqF>Bl<9vr#t2U_`HEwMR8zMfk+gwv-nVzTV@hu2wavp+q2bXE;0WCVUjp{ literal 0 HcmV?d00001 diff --git a/your-project/Daily_green_1quintile.csv b/your-project/Daily_green_1quintile.csv new file mode 100644 index 0000000..d3b1ac3 --- /dev/null +++ b/your-project/Daily_green_1quintile.csv @@ -0,0 +1,97 @@ +"N_PORTION","GEO","UNIT","TIME","QUANTILE","SEX","AGE","Value","Flag and Footnotes" +"0 portions","European Union - 28 countries","Percentage","2014","First quintile","Total","Total","40.9","" +"From 1 to 4 portions","European Union - 28 countries","Percentage","2014","First quintile","Total","Total","47.5","" +"5 portions or more","European Union - 28 countries","Percentage","2014","First quintile","Total","Total","11.6","" +"0 portions","Belgium","Percentage","2014","First quintile","Total","Total","18.5","" +"From 1 to 4 portions","Belgium","Percentage","2014","First quintile","Total","Total","71.6","" +"5 portions or more","Belgium","Percentage","2014","First quintile","Total","Total","9.9","" +"0 portions","Bulgaria","Percentage","2014","First quintile","Total","Total","72.2","" +"From 1 to 4 portions","Bulgaria","Percentage","2014","First quintile","Total","Total","24.0","" +"5 portions or more","Bulgaria","Percentage","2014","First quintile","Total","Total","3.8","" +"0 portions","Czechia","Percentage","2014","First quintile","Total","Total","54.2","" +"From 1 to 4 portions","Czechia","Percentage","2014","First quintile","Total","Total","39.0","" +"5 portions or more","Czechia","Percentage","2014","First quintile","Total","Total","6.8","" +"0 portions","Denmark","Percentage","2014","First quintile","Total","Total","43.6","" +"From 1 to 4 portions","Denmark","Percentage","2014","First quintile","Total","Total","34.0","" +"5 portions or more","Denmark","Percentage","2014","First quintile","Total","Total","22.5","" +"0 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","First quintile","Total","Total","47.0","" +"From 1 to 4 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","First quintile","Total","Total","42.8","" +"5 portions or more","Germany (until 1990 former territory of the FRG)","Percentage","2014","First quintile","Total","Total","10.2","" +"0 portions","Estonia","Percentage","2014","First quintile","Total","Total","44.0","" +"From 1 to 4 portions","Estonia","Percentage","2014","First quintile","Total","Total","41.7","" +"5 portions or more","Estonia","Percentage","2014","First quintile","Total","Total","14.3","" +"0 portions","Ireland","Percentage","2014","First quintile","Total","Total","34.4","" +"From 1 to 4 portions","Ireland","Percentage","2014","First quintile","Total","Total","38.5","" +"5 portions or more","Ireland","Percentage","2014","First quintile","Total","Total","27.1","" +"0 portions","Greece","Percentage","2014","First quintile","Total","Total","33.8","" +"From 1 to 4 portions","Greece","Percentage","2014","First quintile","Total","Total","58.2","" +"5 portions or more","Greece","Percentage","2014","First quintile","Total","Total","7.9","" +"0 portions","Spain","Percentage","2014","First quintile","Total","Total","32.5","" +"From 1 to 4 portions","Spain","Percentage","2014","First quintile","Total","Total","59.3","" +"5 portions or more","Spain","Percentage","2014","First quintile","Total","Total","8.2","" +"0 portions","France","Percentage","2014","First quintile","Total","Total","42.9","" +"From 1 to 4 portions","France","Percentage","2014","First quintile","Total","Total","45.2","" +"5 portions or more","France","Percentage","2014","First quintile","Total","Total","11.8","" +"0 portions","Croatia","Percentage","2014","First quintile","Total","Total","32.8","" +"From 1 to 4 portions","Croatia","Percentage","2014","First quintile","Total","Total","60.2","" +"5 portions or more","Croatia","Percentage","2014","First quintile","Total","Total","7.0","" +"0 portions","Italy","Percentage","2014","First quintile","Total","Total","30.5","" +"From 1 to 4 portions","Italy","Percentage","2014","First quintile","Total","Total","61.1","" +"5 portions or more","Italy","Percentage","2014","First quintile","Total","Total","8.4","" +"0 portions","Cyprus","Percentage","2014","First quintile","Total","Total","41.4","" +"From 1 to 4 portions","Cyprus","Percentage","2014","First quintile","Total","Total","48.5","" +"5 portions or more","Cyprus","Percentage","2014","First quintile","Total","Total","10.1","" +"0 portions","Latvia","Percentage","2014","First quintile","Total","Total","54.8","" +"From 1 to 4 portions","Latvia","Percentage","2014","First quintile","Total","Total","36.3","" +"5 portions or more","Latvia","Percentage","2014","First quintile","Total","Total","9.0","" +"0 portions","Lithuania","Percentage","2014","First quintile","Total","Total","42.8","" +"From 1 to 4 portions","Lithuania","Percentage","2014","First quintile","Total","Total","43.9","" +"5 portions or more","Lithuania","Percentage","2014","First quintile","Total","Total","13.3","" +"0 portions","Luxembourg","Percentage","2014","First quintile","Total","Total","36.9","" +"From 1 to 4 portions","Luxembourg","Percentage","2014","First quintile","Total","Total","48.5","" +"5 portions or more","Luxembourg","Percentage","2014","First quintile","Total","Total","14.6","" +"0 portions","Hungary","Percentage","2014","First quintile","Total","Total","42.7","" +"From 1 to 4 portions","Hungary","Percentage","2014","First quintile","Total","Total","49.7","" +"5 portions or more","Hungary","Percentage","2014","First quintile","Total","Total","7.7","" +"0 portions","Malta","Percentage","2014","First quintile","Total","Total","33.6","" +"From 1 to 4 portions","Malta","Percentage","2014","First quintile","Total","Total","49.4","" +"5 portions or more","Malta","Percentage","2014","First quintile","Total","Total","17.0","" +"0 portions","Netherlands","Percentage","2014","First quintile","Total","Total","46.6","" +"From 1 to 4 portions","Netherlands","Percentage","2014","First quintile","Total","Total","28.6","" +"5 portions or more","Netherlands","Percentage","2014","First quintile","Total","Total","24.8","" +"0 portions","Austria","Percentage","2014","First quintile","Total","Total","32.3","" +"From 1 to 4 portions","Austria","Percentage","2014","First quintile","Total","Total","60.1","" +"5 portions or more","Austria","Percentage","2014","First quintile","Total","Total","7.6","" +"0 portions","Poland","Percentage","2014","First quintile","Total","Total","41.9","" +"From 1 to 4 portions","Poland","Percentage","2014","First quintile","Total","Total","49.9","" +"5 portions or more","Poland","Percentage","2014","First quintile","Total","Total","8.2","" +"0 portions","Portugal","Percentage","2014","First quintile","Total","Total","27.7","" +"From 1 to 4 portions","Portugal","Percentage","2014","First quintile","Total","Total","58.5","" +"5 portions or more","Portugal","Percentage","2014","First quintile","Total","Total","13.7","" +"0 portions","Romania","Percentage","2014","First quintile","Total","Total","77.9","" +"From 1 to 4 portions","Romania","Percentage","2014","First quintile","Total","Total","19.4","" +"5 portions or more","Romania","Percentage","2014","First quintile","Total","Total","2.7","" +"0 portions","Slovenia","Percentage","2014","First quintile","Total","Total","25.5","" +"From 1 to 4 portions","Slovenia","Percentage","2014","First quintile","Total","Total","65.9","" +"5 portions or more","Slovenia","Percentage","2014","First quintile","Total","Total","8.7","" +"0 portions","Slovakia","Percentage","2014","First quintile","Total","Total","51.9","" +"From 1 to 4 portions","Slovakia","Percentage","2014","First quintile","Total","Total","39.1","" +"5 portions or more","Slovakia","Percentage","2014","First quintile","Total","Total","9.0","" +"0 portions","Finland","Percentage","2014","First quintile","Total","Total","48.8","" +"From 1 to 4 portions","Finland","Percentage","2014","First quintile","Total","Total","39.8","" +"5 portions or more","Finland","Percentage","2014","First quintile","Total","Total","11.4","" +"0 portions","Sweden","Percentage","2014","First quintile","Total","Total","40.2","" +"From 1 to 4 portions","Sweden","Percentage","2014","First quintile","Total","Total","49.4","" +"5 portions or more","Sweden","Percentage","2014","First quintile","Total","Total","10.4","" +"0 portions","United Kingdom","Percentage","2014","First quintile","Total","Total","29.4","" +"From 1 to 4 portions","United Kingdom","Percentage","2014","First quintile","Total","Total","46.0","" +"5 portions or more","United Kingdom","Percentage","2014","First quintile","Total","Total","24.6","" +"0 portions","Iceland","Percentage","2014","First quintile","Total","Total","40.1","" +"From 1 to 4 portions","Iceland","Percentage","2014","First quintile","Total","Total","51.4","" +"5 portions or more","Iceland","Percentage","2014","First quintile","Total","Total","8.5","" +"0 portions","Norway","Percentage","2014","First quintile","Total","Total","37.9","" +"From 1 to 4 portions","Norway","Percentage","2014","First quintile","Total","Total","56.8","" +"5 portions or more","Norway","Percentage","2014","First quintile","Total","Total","5.4","" +"0 portions","Turkey","Percentage","2014","First quintile","Total","Total","42.1","" +"From 1 to 4 portions","Turkey","Percentage","2014","First quintile","Total","Total","55.4","" +"5 portions or more","Turkey","Percentage","2014","First quintile","Total","Total","2.5","" diff --git a/your-project/Daily_green_2quintile.csv b/your-project/Daily_green_2quintile.csv new file mode 100644 index 0000000..3771e71 --- /dev/null +++ b/your-project/Daily_green_2quintile.csv @@ -0,0 +1,97 @@ +"N_PORTION","GEO","UNIT","TIME","QUANTILE","SEX","AGE","Value","Flag and Footnotes" +"0 portions","European Union - 28 countries","Percentage","2014","Second quintile","Total","Total","35.7","" +"From 1 to 4 portions","European Union - 28 countries","Percentage","2014","Second quintile","Total","Total","50.9","" +"5 portions or more","European Union - 28 countries","Percentage","2014","Second quintile","Total","Total","13.3","" +"0 portions","Belgium","Percentage","2014","Second quintile","Total","Total","15.7","" +"From 1 to 4 portions","Belgium","Percentage","2014","Second quintile","Total","Total","73.4","" +"5 portions or more","Belgium","Percentage","2014","Second quintile","Total","Total","10.9","" +"0 portions","Bulgaria","Percentage","2014","Second quintile","Total","Total","61.4","" +"From 1 to 4 portions","Bulgaria","Percentage","2014","Second quintile","Total","Total","32.9","" +"5 portions or more","Bulgaria","Percentage","2014","Second quintile","Total","Total","5.6","" +"0 portions","Czechia","Percentage","2014","Second quintile","Total","Total","50.0","" +"From 1 to 4 portions","Czechia","Percentage","2014","Second quintile","Total","Total","41.5","" +"5 portions or more","Czechia","Percentage","2014","Second quintile","Total","Total","8.5","" +"0 portions","Denmark","Percentage","2014","Second quintile","Total","Total","39.8","" +"From 1 to 4 portions","Denmark","Percentage","2014","Second quintile","Total","Total","35.0","" +"5 portions or more","Denmark","Percentage","2014","Second quintile","Total","Total","25.3","" +"0 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Second quintile","Total","Total","43.9","" +"From 1 to 4 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Second quintile","Total","Total","46.4","" +"5 portions or more","Germany (until 1990 former territory of the FRG)","Percentage","2014","Second quintile","Total","Total","9.7","" +"0 portions","Estonia","Percentage","2014","Second quintile","Total","Total","32.2","" +"From 1 to 4 portions","Estonia","Percentage","2014","Second quintile","Total","Total","52.0","" +"5 portions or more","Estonia","Percentage","2014","Second quintile","Total","Total","15.7","" +"0 portions","Ireland","Percentage","2014","Second quintile","Total","Total","34.2","" +"From 1 to 4 portions","Ireland","Percentage","2014","Second quintile","Total","Total","37.5","" +"5 portions or more","Ireland","Percentage","2014","Second quintile","Total","Total","28.3","" +"0 portions","Greece","Percentage","2014","Second quintile","Total","Total","29.1","" +"From 1 to 4 portions","Greece","Percentage","2014","Second quintile","Total","Total","63.4","" +"5 portions or more","Greece","Percentage","2014","Second quintile","Total","Total","7.5","" +"0 portions","Spain","Percentage","2014","Second quintile","Total","Total","22.9","" +"From 1 to 4 portions","Spain","Percentage","2014","Second quintile","Total","Total","63.0","" +"5 portions or more","Spain","Percentage","2014","Second quintile","Total","Total","14.1","" +"0 portions","France","Percentage","2014","Second quintile","Total","Total","36.3","" +"From 1 to 4 portions","France","Percentage","2014","Second quintile","Total","Total","50.4","" +"5 portions or more","France","Percentage","2014","Second quintile","Total","Total","13.3","" +"0 portions","Croatia","Percentage","2014","Second quintile","Total","Total","32.1","" +"From 1 to 4 portions","Croatia","Percentage","2014","Second quintile","Total","Total","60.1","" +"5 portions or more","Croatia","Percentage","2014","Second quintile","Total","Total","7.8","" +"0 portions","Italy","Percentage","2014","Second quintile","Total","Total","25.7","" +"From 1 to 4 portions","Italy","Percentage","2014","Second quintile","Total","Total","63.7","" +"5 portions or more","Italy","Percentage","2014","Second quintile","Total","Total","10.6","" +"0 portions","Cyprus","Percentage","2014","Second quintile","Total","Total","34.7","" +"From 1 to 4 portions","Cyprus","Percentage","2014","Second quintile","Total","Total","49.6","" +"5 portions or more","Cyprus","Percentage","2014","Second quintile","Total","Total","15.7","" +"0 portions","Latvia","Percentage","2014","Second quintile","Total","Total","48.4","" +"From 1 to 4 portions","Latvia","Percentage","2014","Second quintile","Total","Total","40.4","" +"5 portions or more","Latvia","Percentage","2014","Second quintile","Total","Total","11.2","" +"0 portions","Lithuania","Percentage","2014","Second quintile","Total","Total","53.6","" +"From 1 to 4 portions","Lithuania","Percentage","2014","Second quintile","Total","Total","35.5","" +"5 portions or more","Lithuania","Percentage","2014","Second quintile","Total","Total","10.9","" +"0 portions","Luxembourg","Percentage","2014","Second quintile","Total","Total","37.9","" +"From 1 to 4 portions","Luxembourg","Percentage","2014","Second quintile","Total","Total","51.0","" +"5 portions or more","Luxembourg","Percentage","2014","Second quintile","Total","Total","11.1","" +"0 portions","Hungary","Percentage","2014","Second quintile","Total","Total","34.2","" +"From 1 to 4 portions","Hungary","Percentage","2014","Second quintile","Total","Total","55.2","" +"5 portions or more","Hungary","Percentage","2014","Second quintile","Total","Total","10.6","" +"0 portions","Malta","Percentage","2014","Second quintile","Total","Total","35.0","" +"From 1 to 4 portions","Malta","Percentage","2014","Second quintile","Total","Total","49.3","" +"5 portions or more","Malta","Percentage","2014","Second quintile","Total","Total","15.7","" +"0 portions","Netherlands","Percentage","2014","Second quintile","Total","Total","43.2","" +"From 1 to 4 portions","Netherlands","Percentage","2014","Second quintile","Total","Total","33.4","" +"5 portions or more","Netherlands","Percentage","2014","Second quintile","Total","Total","23.4","" +"0 portions","Austria","Percentage","2014","Second quintile","Total","Total","31.9","" +"From 1 to 4 portions","Austria","Percentage","2014","Second quintile","Total","Total","61.5","" +"5 portions or more","Austria","Percentage","2014","Second quintile","Total","Total","6.6","" +"0 portions","Poland","Percentage","2014","Second quintile","Total","Total","39.0","" +"From 1 to 4 portions","Poland","Percentage","2014","Second quintile","Total","Total","52.0","" +"5 portions or more","Poland","Percentage","2014","Second quintile","Total","Total","8.9","" +"0 portions","Portugal","Percentage","2014","Second quintile","Total","Total","22.5","" +"From 1 to 4 portions","Portugal","Percentage","2014","Second quintile","Total","Total","62.6","" +"5 portions or more","Portugal","Percentage","2014","Second quintile","Total","Total","14.9","" +"0 portions","Romania","Percentage","2014","Second quintile","Total","Total","70.4","" +"From 1 to 4 portions","Romania","Percentage","2014","Second quintile","Total","Total","27.0","" +"5 portions or more","Romania","Percentage","2014","Second quintile","Total","Total","2.7","" +"0 portions","Slovenia","Percentage","2014","Second quintile","Total","Total","27.4","" +"From 1 to 4 portions","Slovenia","Percentage","2014","Second quintile","Total","Total","65.6","" +"5 portions or more","Slovenia","Percentage","2014","Second quintile","Total","Total","6.9","" +"0 portions","Slovakia","Percentage","2014","Second quintile","Total","Total","46.2","" +"From 1 to 4 portions","Slovakia","Percentage","2014","Second quintile","Total","Total","43.9","" +"5 portions or more","Slovakia","Percentage","2014","Second quintile","Total","Total","9.9","" +"0 portions","Finland","Percentage","2014","Second quintile","Total","Total","47.9","" +"From 1 to 4 portions","Finland","Percentage","2014","Second quintile","Total","Total","41.8","" +"5 portions or more","Finland","Percentage","2014","Second quintile","Total","Total","10.3","" +"0 portions","Sweden","Percentage","2014","Second quintile","Total","Total","36.4","" +"From 1 to 4 portions","Sweden","Percentage","2014","Second quintile","Total","Total","55.1","" +"5 portions or more","Sweden","Percentage","2014","Second quintile","Total","Total","8.5","" +"0 portions","United Kingdom","Percentage","2014","Second quintile","Total","Total","24.2","" +"From 1 to 4 portions","United Kingdom","Percentage","2014","Second quintile","Total","Total","45.8","" +"5 portions or more","United Kingdom","Percentage","2014","Second quintile","Total","Total","30.0","" +"0 portions","Iceland","Percentage","2014","Second quintile","Total","Total","35.2","" +"From 1 to 4 portions","Iceland","Percentage","2014","Second quintile","Total","Total","54.6","" +"5 portions or more","Iceland","Percentage","2014","Second quintile","Total","Total","10.2","" +"0 portions","Norway","Percentage","2014","Second quintile","Total","Total","30.6","" +"From 1 to 4 portions","Norway","Percentage","2014","Second quintile","Total","Total","63.3","" +"5 portions or more","Norway","Percentage","2014","Second quintile","Total","Total","6.2","" +"0 portions","Turkey","Percentage","2014","Second quintile","Total","Total","33.4","" +"From 1 to 4 portions","Turkey","Percentage","2014","Second quintile","Total","Total","64.1","" +"5 portions or more","Turkey","Percentage","2014","Second quintile","Total","Total","2.5","" diff --git a/your-project/Daily_green_3quintile.csv b/your-project/Daily_green_3quintile.csv new file mode 100644 index 0000000..071dfc5 --- /dev/null +++ b/your-project/Daily_green_3quintile.csv @@ -0,0 +1,97 @@ +"N_PORTION","GEO","UNIT","TIME","QUANTILE","SEX","AGE","Value","Flag and Footnotes" +"0 portions","European Union - 28 countries","Percentage","2014","Third quintile","Total","Total","34.0","" +"From 1 to 4 portions","European Union - 28 countries","Percentage","2014","Third quintile","Total","Total","51.7","" +"5 portions or more","European Union - 28 countries","Percentage","2014","Third quintile","Total","Total","14.3","" +"0 portions","Belgium","Percentage","2014","Third quintile","Total","Total","14.3","" +"From 1 to 4 portions","Belgium","Percentage","2014","Third quintile","Total","Total","73.0","" +"5 portions or more","Belgium","Percentage","2014","Third quintile","Total","Total","12.7","" +"0 portions","Bulgaria","Percentage","2014","Third quintile","Total","Total","56.5","" +"From 1 to 4 portions","Bulgaria","Percentage","2014","Third quintile","Total","Total","39.5","" +"5 portions or more","Bulgaria","Percentage","2014","Third quintile","Total","Total","4.0","" +"0 portions","Czechia","Percentage","2014","Third quintile","Total","Total","44.2","" +"From 1 to 4 portions","Czechia","Percentage","2014","Third quintile","Total","Total","47.2","" +"5 portions or more","Czechia","Percentage","2014","Third quintile","Total","Total","8.6","" +"0 portions","Denmark","Percentage","2014","Third quintile","Total","Total","40.2","" +"From 1 to 4 portions","Denmark","Percentage","2014","Third quintile","Total","Total","35.8","" +"5 portions or more","Denmark","Percentage","2014","Third quintile","Total","Total","24.0","" +"0 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Third quintile","Total","Total","45.2","" +"From 1 to 4 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Third quintile","Total","Total","45.3","" +"5 portions or more","Germany (until 1990 former territory of the FRG)","Percentage","2014","Third quintile","Total","Total","9.6","" +"0 portions","Estonia","Percentage","2014","Third quintile","Total","Total","29.1","" +"From 1 to 4 portions","Estonia","Percentage","2014","Third quintile","Total","Total","49.2","" +"5 portions or more","Estonia","Percentage","2014","Third quintile","Total","Total","21.7","" +"0 portions","Ireland","Percentage","2014","Third quintile","Total","Total","32.8","" +"From 1 to 4 portions","Ireland","Percentage","2014","Third quintile","Total","Total","39.1","" +"5 portions or more","Ireland","Percentage","2014","Third quintile","Total","Total","28.2","" +"0 portions","Greece","Percentage","2014","Third quintile","Total","Total","23.9","" +"From 1 to 4 portions","Greece","Percentage","2014","Third quintile","Total","Total","68.3","" +"5 portions or more","Greece","Percentage","2014","Third quintile","Total","Total","7.8","" +"0 portions","Spain","Percentage","2014","Third quintile","Total","Total","24.1","" +"From 1 to 4 portions","Spain","Percentage","2014","Third quintile","Total","Total","63.4","" +"5 portions or more","Spain","Percentage","2014","Third quintile","Total","Total","12.4","" +"0 portions","France","Percentage","2014","Third quintile","Total","Total","35.5","" +"From 1 to 4 portions","France","Percentage","2014","Third quintile","Total","Total","49.2","" +"5 portions or more","France","Percentage","2014","Third quintile","Total","Total","15.4","" +"0 portions","Croatia","Percentage","2014","Third quintile","Total","Total","28.2","" +"From 1 to 4 portions","Croatia","Percentage","2014","Third quintile","Total","Total","65.7","" +"5 portions or more","Croatia","Percentage","2014","Third quintile","Total","Total","6.0","" +"0 portions","Italy","Percentage","2014","Third quintile","Total","Total","20.8","" +"From 1 to 4 portions","Italy","Percentage","2014","Third quintile","Total","Total","67.2","" +"5 portions or more","Italy","Percentage","2014","Third quintile","Total","Total","11.9","" +"0 portions","Cyprus","Percentage","2014","Third quintile","Total","Total","32.3","" +"From 1 to 4 portions","Cyprus","Percentage","2014","Third quintile","Total","Total","48.7","" +"5 portions or more","Cyprus","Percentage","2014","Third quintile","Total","Total","19.0","" +"0 portions","Latvia","Percentage","2014","Third quintile","Total","Total","45.8","" +"From 1 to 4 portions","Latvia","Percentage","2014","Third quintile","Total","Total","43.5","" +"5 portions or more","Latvia","Percentage","2014","Third quintile","Total","Total","10.6","" +"0 portions","Lithuania","Percentage","2014","Third quintile","Total","Total","44.8","" +"From 1 to 4 portions","Lithuania","Percentage","2014","Third quintile","Total","Total","40.6","" +"5 portions or more","Lithuania","Percentage","2014","Third quintile","Total","Total","14.5","" +"0 portions","Luxembourg","Percentage","2014","Third quintile","Total","Total","33.9","" +"From 1 to 4 portions","Luxembourg","Percentage","2014","Third quintile","Total","Total","47.6","" +"5 portions or more","Luxembourg","Percentage","2014","Third quintile","Total","Total","18.5","" +"0 portions","Hungary","Percentage","2014","Third quintile","Total","Total","30.6","" +"From 1 to 4 portions","Hungary","Percentage","2014","Third quintile","Total","Total","58.9","" +"5 portions or more","Hungary","Percentage","2014","Third quintile","Total","Total","10.5","" +"0 portions","Malta","Percentage","2014","Third quintile","Total","Total","39.4","" +"From 1 to 4 portions","Malta","Percentage","2014","Third quintile","Total","Total","43.7","" +"5 portions or more","Malta","Percentage","2014","Third quintile","Total","Total","16.8","" +"0 portions","Netherlands","Percentage","2014","Third quintile","Total","Total","50.3","" +"From 1 to 4 portions","Netherlands","Percentage","2014","Third quintile","Total","Total","26.9","" +"5 portions or more","Netherlands","Percentage","2014","Third quintile","Total","Total","22.8","" +"0 portions","Austria","Percentage","2014","Third quintile","Total","Total","31.8","" +"From 1 to 4 portions","Austria","Percentage","2014","Third quintile","Total","Total","61.1","" +"5 portions or more","Austria","Percentage","2014","Third quintile","Total","Total","7.1","" +"0 portions","Poland","Percentage","2014","Third quintile","Total","Total","33.1","" +"From 1 to 4 portions","Poland","Percentage","2014","Third quintile","Total","Total","56.6","" +"5 portions or more","Poland","Percentage","2014","Third quintile","Total","Total","10.3","" +"0 portions","Portugal","Percentage","2014","Third quintile","Total","Total","19.9","" +"From 1 to 4 portions","Portugal","Percentage","2014","Third quintile","Total","Total","62.3","" +"5 portions or more","Portugal","Percentage","2014","Third quintile","Total","Total","17.8","" +"0 portions","Romania","Percentage","2014","Third quintile","Total","Total","63.7","" +"From 1 to 4 portions","Romania","Percentage","2014","Third quintile","Total","Total","32.6","" +"5 portions or more","Romania","Percentage","2014","Third quintile","Total","Total","3.6","" +"0 portions","Slovenia","Percentage","2014","Third quintile","Total","Total","29.4","" +"From 1 to 4 portions","Slovenia","Percentage","2014","Third quintile","Total","Total","63.9","" +"5 portions or more","Slovenia","Percentage","2014","Third quintile","Total","Total","6.8","" +"0 portions","Slovakia","Percentage","2014","Third quintile","Total","Total","46.3","" +"From 1 to 4 portions","Slovakia","Percentage","2014","Third quintile","Total","Total","43.5","" +"5 portions or more","Slovakia","Percentage","2014","Third quintile","Total","Total","10.2","" +"0 portions","Finland","Percentage","2014","Third quintile","Total","Total","42.5","" +"From 1 to 4 portions","Finland","Percentage","2014","Third quintile","Total","Total","43.9","" +"5 portions or more","Finland","Percentage","2014","Third quintile","Total","Total","13.5","" +"0 portions","Sweden","Percentage","2014","Third quintile","Total","Total","34.9","" +"From 1 to 4 portions","Sweden","Percentage","2014","Third quintile","Total","Total","55.8","" +"5 portions or more","Sweden","Percentage","2014","Third quintile","Total","Total","9.4","" +"0 portions","United Kingdom","Percentage","2014","Third quintile","Total","Total","19.6","" +"From 1 to 4 portions","United Kingdom","Percentage","2014","Third quintile","Total","Total","46.5","" +"5 portions or more","United Kingdom","Percentage","2014","Third quintile","Total","Total","33.9","" +"0 portions","Iceland","Percentage","2014","Third quintile","Total","Total","32.6","" +"From 1 to 4 portions","Iceland","Percentage","2014","Third quintile","Total","Total","58.0","" +"5 portions or more","Iceland","Percentage","2014","Third quintile","Total","Total","9.4","" +"0 portions","Norway","Percentage","2014","Third quintile","Total","Total","29.0","" +"From 1 to 4 portions","Norway","Percentage","2014","Third quintile","Total","Total","66.0","" +"5 portions or more","Norway","Percentage","2014","Third quintile","Total","Total","4.9","" +"0 portions","Turkey","Percentage","2014","Third quintile","Total","Total","30.3","" +"From 1 to 4 portions","Turkey","Percentage","2014","Third quintile","Total","Total","66.1","" +"5 portions or more","Turkey","Percentage","2014","Third quintile","Total","Total","3.6","" diff --git a/your-project/Daily_green_4quintile.csv b/your-project/Daily_green_4quintile.csv new file mode 100644 index 0000000..583814c --- /dev/null +++ b/your-project/Daily_green_4quintile.csv @@ -0,0 +1,97 @@ +"N_PORTION","GEO","UNIT","TIME","QUANTILE","SEX","AGE","Value","Flag and Footnotes" +"0 portions","European Union - 28 countries","Percentage","2014","Fourth quintile","Total","Total","33.1","" +"From 1 to 4 portions","European Union - 28 countries","Percentage","2014","Fourth quintile","Total","Total","51.6","" +"5 portions or more","European Union - 28 countries","Percentage","2014","Fourth quintile","Total","Total","15.2","" +"0 portions","Belgium","Percentage","2014","Fourth quintile","Total","Total","15.1","" +"From 1 to 4 portions","Belgium","Percentage","2014","Fourth quintile","Total","Total","71.9","" +"5 portions or more","Belgium","Percentage","2014","Fourth quintile","Total","Total","13.0","" +"0 portions","Bulgaria","Percentage","2014","Fourth quintile","Total","Total","55.5","" +"From 1 to 4 portions","Bulgaria","Percentage","2014","Fourth quintile","Total","Total","40.3","" +"5 portions or more","Bulgaria","Percentage","2014","Fourth quintile","Total","Total","4.2","" +"0 portions","Czechia","Percentage","2014","Fourth quintile","Total","Total","44.1","" +"From 1 to 4 portions","Czechia","Percentage","2014","Fourth quintile","Total","Total","46.2","" +"5 portions or more","Czechia","Percentage","2014","Fourth quintile","Total","Total","9.7","" +"0 portions","Denmark","Percentage","2014","Fourth quintile","Total","Total","32.3","" +"From 1 to 4 portions","Denmark","Percentage","2014","Fourth quintile","Total","Total","40.1","" +"5 portions or more","Denmark","Percentage","2014","Fourth quintile","Total","Total","27.6","" +"0 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Fourth quintile","Total","Total","47.0","" +"From 1 to 4 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Fourth quintile","Total","Total","43.3","" +"5 portions or more","Germany (until 1990 former territory of the FRG)","Percentage","2014","Fourth quintile","Total","Total","9.7","" +"0 portions","Estonia","Percentage","2014","Fourth quintile","Total","Total","33.2","" +"From 1 to 4 portions","Estonia","Percentage","2014","Fourth quintile","Total","Total","47.4","" +"5 portions or more","Estonia","Percentage","2014","Fourth quintile","Total","Total","19.5","" +"0 portions","Ireland","Percentage","2014","Fourth quintile","Total","Total","32.0","" +"From 1 to 4 portions","Ireland","Percentage","2014","Fourth quintile","Total","Total","38.4","" +"5 portions or more","Ireland","Percentage","2014","Fourth quintile","Total","Total","29.6","" +"0 portions","Greece","Percentage","2014","Fourth quintile","Total","Total","32.6","" +"From 1 to 4 portions","Greece","Percentage","2014","Fourth quintile","Total","Total","61.2","" +"5 portions or more","Greece","Percentage","2014","Fourth quintile","Total","Total","6.2","" +"0 portions","Spain","Percentage","2014","Fourth quintile","Total","Total","23.6","" +"From 1 to 4 portions","Spain","Percentage","2014","Fourth quintile","Total","Total","61.8","" +"5 portions or more","Spain","Percentage","2014","Fourth quintile","Total","Total","14.6","" +"0 portions","France","Percentage","2014","Fourth quintile","Total","Total","30.6","" +"From 1 to 4 portions","France","Percentage","2014","Fourth quintile","Total","Total","53.8","" +"5 portions or more","France","Percentage","2014","Fourth quintile","Total","Total","15.5","" +"0 portions","Croatia","Percentage","2014","Fourth quintile","Total","Total","31.4","" +"From 1 to 4 portions","Croatia","Percentage","2014","Fourth quintile","Total","Total","61.0","" +"5 portions or more","Croatia","Percentage","2014","Fourth quintile","Total","Total","7.6","" +"0 portions","Italy","Percentage","2014","Fourth quintile","Total","Total","20.6","" +"From 1 to 4 portions","Italy","Percentage","2014","Fourth quintile","Total","Total","66.6","" +"5 portions or more","Italy","Percentage","2014","Fourth quintile","Total","Total","12.7","" +"0 portions","Cyprus","Percentage","2014","Fourth quintile","Total","Total","30.1","" +"From 1 to 4 portions","Cyprus","Percentage","2014","Fourth quintile","Total","Total","52.6","" +"5 portions or more","Cyprus","Percentage","2014","Fourth quintile","Total","Total","17.3","" +"0 portions","Latvia","Percentage","2014","Fourth quintile","Total","Total","44.6","" +"From 1 to 4 portions","Latvia","Percentage","2014","Fourth quintile","Total","Total","42.4","" +"5 portions or more","Latvia","Percentage","2014","Fourth quintile","Total","Total","13.0","" +"0 portions","Lithuania","Percentage","2014","Fourth quintile","Total","Total","39.3","" +"From 1 to 4 portions","Lithuania","Percentage","2014","Fourth quintile","Total","Total","45.0","" +"5 portions or more","Lithuania","Percentage","2014","Fourth quintile","Total","Total","15.7","" +"0 portions","Luxembourg","Percentage","2014","Fourth quintile","Total","Total","33.7","" +"From 1 to 4 portions","Luxembourg","Percentage","2014","Fourth quintile","Total","Total","50.4","" +"5 portions or more","Luxembourg","Percentage","2014","Fourth quintile","Total","Total","15.8","" +"0 portions","Hungary","Percentage","2014","Fourth quintile","Total","Total","29.8","" +"From 1 to 4 portions","Hungary","Percentage","2014","Fourth quintile","Total","Total","60.7","" +"5 portions or more","Hungary","Percentage","2014","Fourth quintile","Total","Total","9.5","" +"0 portions","Malta","Percentage","2014","Fourth quintile","Total","Total","34.0","" +"From 1 to 4 portions","Malta","Percentage","2014","Fourth quintile","Total","Total","49.1","" +"5 portions or more","Malta","Percentage","2014","Fourth quintile","Total","Total","16.9","" +"0 portions","Netherlands","Percentage","2014","Fourth quintile","Total","Total","46.9","" +"From 1 to 4 portions","Netherlands","Percentage","2014","Fourth quintile","Total","Total","28.7","" +"5 portions or more","Netherlands","Percentage","2014","Fourth quintile","Total","Total","24.4","" +"0 portions","Austria","Percentage","2014","Fourth quintile","Total","Total","30.9","" +"From 1 to 4 portions","Austria","Percentage","2014","Fourth quintile","Total","Total","62.3","" +"5 portions or more","Austria","Percentage","2014","Fourth quintile","Total","Total","6.8","" +"0 portions","Poland","Percentage","2014","Fourth quintile","Total","Total","31.0","" +"From 1 to 4 portions","Poland","Percentage","2014","Fourth quintile","Total","Total","58.4","" +"5 portions or more","Poland","Percentage","2014","Fourth quintile","Total","Total","10.6","" +"0 portions","Portugal","Percentage","2014","Fourth quintile","Total","Total","18.2","" +"From 1 to 4 portions","Portugal","Percentage","2014","Fourth quintile","Total","Total","62.8","" +"5 portions or more","Portugal","Percentage","2014","Fourth quintile","Total","Total","19.0","" +"0 portions","Romania","Percentage","2014","Fourth quintile","Total","Total","61.8","" +"From 1 to 4 portions","Romania","Percentage","2014","Fourth quintile","Total","Total","34.5","" +"5 portions or more","Romania","Percentage","2014","Fourth quintile","Total","Total","3.8","" +"0 portions","Slovenia","Percentage","2014","Fourth quintile","Total","Total","29.6","" +"From 1 to 4 portions","Slovenia","Percentage","2014","Fourth quintile","Total","Total","61.9","" +"5 portions or more","Slovenia","Percentage","2014","Fourth quintile","Total","Total","8.5","" +"0 portions","Slovakia","Percentage","2014","Fourth quintile","Total","Total","45.0","" +"From 1 to 4 portions","Slovakia","Percentage","2014","Fourth quintile","Total","Total","43.3","" +"5 portions or more","Slovakia","Percentage","2014","Fourth quintile","Total","Total","11.7","" +"0 portions","Finland","Percentage","2014","Fourth quintile","Total","Total","40.0","" +"From 1 to 4 portions","Finland","Percentage","2014","Fourth quintile","Total","Total","47.0","" +"5 portions or more","Finland","Percentage","2014","Fourth quintile","Total","Total","13.1","" +"0 portions","Sweden","Percentage","2014","Fourth quintile","Total","Total","38.0","" +"From 1 to 4 portions","Sweden","Percentage","2014","Fourth quintile","Total","Total","54.0","" +"5 portions or more","Sweden","Percentage","2014","Fourth quintile","Total","Total","8.0","" +"0 portions","United Kingdom","Percentage","2014","Fourth quintile","Total","Total","18.7","" +"From 1 to 4 portions","United Kingdom","Percentage","2014","Fourth quintile","Total","Total","45.4","" +"5 portions or more","United Kingdom","Percentage","2014","Fourth quintile","Total","Total","36.0","" +"0 portions","Iceland","Percentage","2014","Fourth quintile","Total","Total","33.4","" +"From 1 to 4 portions","Iceland","Percentage","2014","Fourth quintile","Total","Total","55.3","" +"5 portions or more","Iceland","Percentage","2014","Fourth quintile","Total","Total","11.3","" +"0 portions","Norway","Percentage","2014","Fourth quintile","Total","Total","28.7","" +"From 1 to 4 portions","Norway","Percentage","2014","Fourth quintile","Total","Total","63.7","" +"5 portions or more","Norway","Percentage","2014","Fourth quintile","Total","Total","7.6","" +"0 portions","Turkey","Percentage","2014","Fourth quintile","Total","Total","30.2","" +"From 1 to 4 portions","Turkey","Percentage","2014","Fourth quintile","Total","Total","66.6","" +"5 portions or more","Turkey","Percentage","2014","Fourth quintile","Total","Total","3.3","" diff --git a/your-project/Daily_green_5quintile.csv b/your-project/Daily_green_5quintile.csv new file mode 100644 index 0000000..203054b --- /dev/null +++ b/your-project/Daily_green_5quintile.csv @@ -0,0 +1,97 @@ +"N_PORTION","GEO","UNIT","TIME","QUANTILE","SEX","AGE","Value","Flag and Footnotes" +"0 portions","European Union - 28 countries","Percentage","2014","Fifth quintile","Total","Total","29.8","" +"From 1 to 4 portions","European Union - 28 countries","Percentage","2014","Fifth quintile","Total","Total","52.9","" +"5 portions or more","European Union - 28 countries","Percentage","2014","Fifth quintile","Total","Total","17.3","" +"0 portions","Belgium","Percentage","2014","Fifth quintile","Total","Total","17.2","" +"From 1 to 4 portions","Belgium","Percentage","2014","Fifth quintile","Total","Total","69.5","" +"5 portions or more","Belgium","Percentage","2014","Fifth quintile","Total","Total","13.3","" +"0 portions","Bulgaria","Percentage","2014","Fifth quintile","Total","Total","50.6","" +"From 1 to 4 portions","Bulgaria","Percentage","2014","Fifth quintile","Total","Total","45.2","" +"5 portions or more","Bulgaria","Percentage","2014","Fifth quintile","Total","Total","4.2","" +"0 portions","Czechia","Percentage","2014","Fifth quintile","Total","Total","41.4","" +"From 1 to 4 portions","Czechia","Percentage","2014","Fifth quintile","Total","Total","47.9","" +"5 portions or more","Czechia","Percentage","2014","Fifth quintile","Total","Total","10.7","" +"0 portions","Denmark","Percentage","2014","Fifth quintile","Total","Total","30.3","" +"From 1 to 4 portions","Denmark","Percentage","2014","Fifth quintile","Total","Total","37.2","" +"5 portions or more","Denmark","Percentage","2014","Fifth quintile","Total","Total","32.6","" +"0 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Fifth quintile","Total","Total","43.0","" +"From 1 to 4 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Fifth quintile","Total","Total","46.8","" +"5 portions or more","Germany (until 1990 former territory of the FRG)","Percentage","2014","Fifth quintile","Total","Total","10.2","" +"0 portions","Estonia","Percentage","2014","Fifth quintile","Total","Total","30.7","" +"From 1 to 4 portions","Estonia","Percentage","2014","Fifth quintile","Total","Total","49.5","" +"5 portions or more","Estonia","Percentage","2014","Fifth quintile","Total","Total","19.8","" +"0 portions","Ireland","Percentage","2014","Fifth quintile","Total","Total","33.7","" +"From 1 to 4 portions","Ireland","Percentage","2014","Fifth quintile","Total","Total","35.8","" +"5 portions or more","Ireland","Percentage","2014","Fifth quintile","Total","Total","30.6","" +"0 portions","Greece","Percentage","2014","Fifth quintile","Total","Total","28.1","" +"From 1 to 4 portions","Greece","Percentage","2014","Fifth quintile","Total","Total","62.1","" +"5 portions or more","Greece","Percentage","2014","Fifth quintile","Total","Total","9.8","" +"0 portions","Spain","Percentage","2014","Fifth quintile","Total","Total","21.2","" +"From 1 to 4 portions","Spain","Percentage","2014","Fifth quintile","Total","Total","64.8","" +"5 portions or more","Spain","Percentage","2014","Fifth quintile","Total","Total","14.1","" +"0 portions","France","Percentage","2014","Fifth quintile","Total","Total","28.6","" +"From 1 to 4 portions","France","Percentage","2014","Fifth quintile","Total","Total","53.7","" +"5 portions or more","France","Percentage","2014","Fifth quintile","Total","Total","17.8","" +"0 portions","Croatia","Percentage","2014","Fifth quintile","Total","Total","19.7","" +"From 1 to 4 portions","Croatia","Percentage","2014","Fifth quintile","Total","Total","71.2","" +"5 portions or more","Croatia","Percentage","2014","Fifth quintile","Total","Total","9.1","" +"0 portions","Italy","Percentage","2014","Fifth quintile","Total","Total","18.3","" +"From 1 to 4 portions","Italy","Percentage","2014","Fifth quintile","Total","Total","66.6","" +"5 portions or more","Italy","Percentage","2014","Fifth quintile","Total","Total","15.1","" +"0 portions","Cyprus","Percentage","2014","Fifth quintile","Total","Total","24.8","" +"From 1 to 4 portions","Cyprus","Percentage","2014","Fifth quintile","Total","Total","56.5","" +"5 portions or more","Cyprus","Percentage","2014","Fifth quintile","Total","Total","18.7","" +"0 portions","Latvia","Percentage","2014","Fifth quintile","Total","Total","48.9","" +"From 1 to 4 portions","Latvia","Percentage","2014","Fifth quintile","Total","Total","38.2","" +"5 portions or more","Latvia","Percentage","2014","Fifth quintile","Total","Total","12.9","" +"0 portions","Lithuania","Percentage","2014","Fifth quintile","Total","Total","27.9","" +"From 1 to 4 portions","Lithuania","Percentage","2014","Fifth quintile","Total","Total","56.2","" +"5 portions or more","Lithuania","Percentage","2014","Fifth quintile","Total","Total","15.9","" +"0 portions","Luxembourg","Percentage","2014","Fifth quintile","Total","Total","35.2","" +"From 1 to 4 portions","Luxembourg","Percentage","2014","Fifth quintile","Total","Total","50.2","" +"5 portions or more","Luxembourg","Percentage","2014","Fifth quintile","Total","Total","14.6","" +"0 portions","Hungary","Percentage","2014","Fifth quintile","Total","Total","29.0","" +"From 1 to 4 portions","Hungary","Percentage","2014","Fifth quintile","Total","Total","59.2","" +"5 portions or more","Hungary","Percentage","2014","Fifth quintile","Total","Total","11.8","" +"0 portions","Malta","Percentage","2014","Fifth quintile","Total","Total","35.2","" +"From 1 to 4 portions","Malta","Percentage","2014","Fifth quintile","Total","Total","46.7","" +"5 portions or more","Malta","Percentage","2014","Fifth quintile","Total","Total","18.1","" +"0 portions","Netherlands","Percentage","2014","Fifth quintile","Total","Total","43.0","" +"From 1 to 4 portions","Netherlands","Percentage","2014","Fifth quintile","Total","Total","28.2","" +"5 portions or more","Netherlands","Percentage","2014","Fifth quintile","Total","Total","28.8","" +"0 portions","Austria","Percentage","2014","Fifth quintile","Total","Total","32.1","" +"From 1 to 4 portions","Austria","Percentage","2014","Fifth quintile","Total","Total","60.1","" +"5 portions or more","Austria","Percentage","2014","Fifth quintile","Total","Total","7.8","" +"0 portions","Poland","Percentage","2014","Fifth quintile","Total","Total","23.9","" +"From 1 to 4 portions","Poland","Percentage","2014","Fifth quintile","Total","Total","62.4","" +"5 portions or more","Poland","Percentage","2014","Fifth quintile","Total","Total","13.7","" +"0 portions","Portugal","Percentage","2014","Fifth quintile","Total","Total","15.2","" +"From 1 to 4 portions","Portugal","Percentage","2014","Fifth quintile","Total","Total","59.2","" +"5 portions or more","Portugal","Percentage","2014","Fifth quintile","Total","Total","25.6","" +"0 portions","Romania","Percentage","2014","Fifth quintile","Total","Total","53.5","" +"From 1 to 4 portions","Romania","Percentage","2014","Fifth quintile","Total","Total","42.1","" +"5 portions or more","Romania","Percentage","2014","Fifth quintile","Total","Total","4.4","" +"0 portions","Slovenia","Percentage","2014","Fifth quintile","Total","Total","29.8","" +"From 1 to 4 portions","Slovenia","Percentage","2014","Fifth quintile","Total","Total","63.2","" +"5 portions or more","Slovenia","Percentage","2014","Fifth quintile","Total","Total","7.0","" +"0 portions","Slovakia","Percentage","2014","Fifth quintile","Total","Total","43.9","" +"From 1 to 4 portions","Slovakia","Percentage","2014","Fifth quintile","Total","Total","43.2","" +"5 portions or more","Slovakia","Percentage","2014","Fifth quintile","Total","Total","12.9","" +"0 portions","Finland","Percentage","2014","Fifth quintile","Total","Total","32.5","" +"From 1 to 4 portions","Finland","Percentage","2014","Fifth quintile","Total","Total","51.4","" +"5 portions or more","Finland","Percentage","2014","Fifth quintile","Total","Total","16.1","" +"0 portions","Sweden","Percentage","2014","Fifth quintile","Total","Total","33.0","" +"From 1 to 4 portions","Sweden","Percentage","2014","Fifth quintile","Total","Total","58.4","" +"5 portions or more","Sweden","Percentage","2014","Fifth quintile","Total","Total","8.6","" +"0 portions","United Kingdom","Percentage","2014","Fifth quintile","Total","Total","16.6","" +"From 1 to 4 portions","United Kingdom","Percentage","2014","Fifth quintile","Total","Total","44.7","" +"5 portions or more","United Kingdom","Percentage","2014","Fifth quintile","Total","Total","38.8","" +"0 portions","Iceland","Percentage","2014","Fifth quintile","Total","Total","32.6","" +"From 1 to 4 portions","Iceland","Percentage","2014","Fifth quintile","Total","Total","56.2","" +"5 portions or more","Iceland","Percentage","2014","Fifth quintile","Total","Total","11.2","" +"0 portions","Norway","Percentage","2014","Fifth quintile","Total","Total","28.2","" +"From 1 to 4 portions","Norway","Percentage","2014","Fifth quintile","Total","Total","63.5","" +"5 portions or more","Norway","Percentage","2014","Fifth quintile","Total","Total","8.4","" +"0 portions","Turkey","Percentage","2014","Fifth quintile","Total","Total","26.5","" +"From 1 to 4 portions","Turkey","Percentage","2014","Fifth quintile","Total","Total","69.8","" +"5 portions or more","Turkey","Percentage","2014","Fifth quintile","Total","Total","3.7","" diff --git a/your-project/Daily_green_tquintile.csv b/your-project/Daily_green_tquintile.csv new file mode 100644 index 0000000..d59ee7a --- /dev/null +++ b/your-project/Daily_green_tquintile.csv @@ -0,0 +1,97 @@ +"N_PORTION","GEO","UNIT","TIME","QUANTILE","SEX","AGE","Value","Flag and Footnotes" +"0 portions","European Union - 28 countries","Percentage","2014","Total","Total","Total","34.4","" +"From 1 to 4 portions","European Union - 28 countries","Percentage","2014","Total","Total","Total","51.4","" +"5 portions or more","European Union - 28 countries","Percentage","2014","Total","Total","Total","14.3","" +"0 portions","Belgium","Percentage","2014","Total","Total","Total","16.1","" +"From 1 to 4 portions","Belgium","Percentage","2014","Total","Total","Total","71.3","" +"5 portions or more","Belgium","Percentage","2014","Total","Total","Total","12.6","" +"0 portions","Bulgaria","Percentage","2014","Total","Total","Total","58.6","" +"From 1 to 4 portions","Bulgaria","Percentage","2014","Total","Total","Total","37.0","" +"5 portions or more","Bulgaria","Percentage","2014","Total","Total","Total","4.4","" +"0 portions","Czechia","Percentage","2014","Total","Total","Total","46.3","" +"From 1 to 4 portions","Czechia","Percentage","2014","Total","Total","Total","44.6","" +"5 portions or more","Czechia","Percentage","2014","Total","Total","Total","9.1","" +"0 portions","Denmark","Percentage","2014","Total","Total","Total","37.6","" +"From 1 to 4 portions","Denmark","Percentage","2014","Total","Total","Total","36.5","" +"5 portions or more","Denmark","Percentage","2014","Total","Total","Total","25.9","" +"0 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Total","Total","Total","45.2","" +"From 1 to 4 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Total","Total","Total","44.9","" +"5 portions or more","Germany (until 1990 former territory of the FRG)","Percentage","2014","Total","Total","Total","9.9","" +"0 portions","Estonia","Percentage","2014","Total","Total","Total","34.9","" +"From 1 to 4 portions","Estonia","Percentage","2014","Total","Total","Total","47.8","" +"5 portions or more","Estonia","Percentage","2014","Total","Total","Total","17.3","" +"0 portions","Ireland","Percentage","2014","Total","Total","Total","33.4","" +"From 1 to 4 portions","Ireland","Percentage","2014","Total","Total","Total","37.8","" +"5 portions or more","Ireland","Percentage","2014","Total","Total","Total","28.8","" +"0 portions","Greece","Percentage","2014","Total","Total","Total","30.1","" +"From 1 to 4 portions","Greece","Percentage","2014","Total","Total","Total","62.1","" +"5 portions or more","Greece","Percentage","2014","Total","Total","Total","7.8","" +"0 portions","Spain","Percentage","2014","Total","Total","Total","25.0","" +"From 1 to 4 portions","Spain","Percentage","2014","Total","Total","Total","62.6","" +"5 portions or more","Spain","Percentage","2014","Total","Total","Total","12.4","" +"0 portions","France","Percentage","2014","Total","Total","Total","34.7","" +"From 1 to 4 portions","France","Percentage","2014","Total","Total","Total","50.4","" +"5 portions or more","France","Percentage","2014","Total","Total","Total","14.9","" +"0 portions","Croatia","Percentage","2014","Total","Total","Total","27.5","" +"From 1 to 4 portions","Croatia","Percentage","2014","Total","Total","Total","65.5","" +"5 portions or more","Croatia","Percentage","2014","Total","Total","Total","7.0","" +"0 portions","Italy","Percentage","2014","Total","Total","Total","23.0","" +"From 1 to 4 portions","Italy","Percentage","2014","Total","Total","Total","65.1","" +"5 portions or more","Italy","Percentage","2014","Total","Total","Total","11.8","" +"0 portions","Cyprus","Percentage","2014","Total","Total","Total","32.6","" +"From 1 to 4 portions","Cyprus","Percentage","2014","Total","Total","Total","51.3","" +"5 portions or more","Cyprus","Percentage","2014","Total","Total","Total","16.1","" +"0 portions","Latvia","Percentage","2014","Total","Total","Total","48.5","" +"From 1 to 4 portions","Latvia","Percentage","2014","Total","Total","Total","40.2","" +"5 portions or more","Latvia","Percentage","2014","Total","Total","Total","11.4","" +"0 portions","Lithuania","Percentage","2014","Total","Total","Total","41.5","" +"From 1 to 4 portions","Lithuania","Percentage","2014","Total","Total","Total","44.5","" +"5 portions or more","Lithuania","Percentage","2014","Total","Total","Total","14.1","" +"0 portions","Luxembourg","Percentage","2014","Total","Total","Total","36.2","" +"From 1 to 4 portions","Luxembourg","Percentage","2014","Total","Total","Total","48.7","" +"5 portions or more","Luxembourg","Percentage","2014","Total","Total","Total","15.1","" +"0 portions","Hungary","Percentage","2014","Total","Total","Total","33.1","" +"From 1 to 4 portions","Hungary","Percentage","2014","Total","Total","Total","56.8","" +"5 portions or more","Hungary","Percentage","2014","Total","Total","Total","10.1","" +"0 portions","Malta","Percentage","2014","Total","Total","Total","35.6","" +"From 1 to 4 portions","Malta","Percentage","2014","Total","Total","Total","47.6","" +"5 portions or more","Malta","Percentage","2014","Total","Total","Total","16.8","" +"0 portions","Netherlands","Percentage","2014","Total","Total","Total","45.9","" +"From 1 to 4 portions","Netherlands","Percentage","2014","Total","Total","Total","29.0","" +"5 portions or more","Netherlands","Percentage","2014","Total","Total","Total","25.0","" +"0 portions","Austria","Percentage","2014","Total","Total","Total","31.8","" +"From 1 to 4 portions","Austria","Percentage","2014","Total","Total","Total","61.1","" +"5 portions or more","Austria","Percentage","2014","Total","Total","Total","7.2","" +"0 portions","Poland","Percentage","2014","Total","Total","Total","33.2","" +"From 1 to 4 portions","Poland","Percentage","2014","Total","Total","Total","56.8","" +"5 portions or more","Poland","Percentage","2014","Total","Total","Total","10.1","" +"0 portions","Portugal","Percentage","2014","Total","Total","Total","20.7","" +"From 1 to 4 portions","Portugal","Percentage","2014","Total","Total","Total","61.1","" +"5 portions or more","Portugal","Percentage","2014","Total","Total","Total","18.2","" +"0 portions","Romania","Percentage","2014","Total","Total","Total","65.1","" +"From 1 to 4 portions","Romania","Percentage","2014","Total","Total","Total","31.4","" +"5 portions or more","Romania","Percentage","2014","Total","Total","Total","3.5","" +"0 portions","Slovenia","Percentage","2014","Total","Total","Total","27.0","" +"From 1 to 4 portions","Slovenia","Percentage","2014","Total","Total","Total","65.5","" +"5 portions or more","Slovenia","Percentage","2014","Total","Total","Total","7.5","" +"0 portions","Slovakia","Percentage","2014","Total","Total","Total","46.6","" +"From 1 to 4 portions","Slovakia","Percentage","2014","Total","Total","Total","42.6","" +"5 portions or more","Slovakia","Percentage","2014","Total","Total","Total","10.8","" +"0 portions","Finland","Percentage","2014","Total","Total","Total","42.3","" +"From 1 to 4 portions","Finland","Percentage","2014","Total","Total","Total","44.8","" +"5 portions or more","Finland","Percentage","2014","Total","Total","Total","12.9","" +"0 portions","Sweden","Percentage","2014","Total","Total","Total","36.5","" +"From 1 to 4 portions","Sweden","Percentage","2014","Total","Total","Total","54.5","" +"5 portions or more","Sweden","Percentage","2014","Total","Total","Total","9.0","" +"0 portions","United Kingdom","Percentage","2014","Total","Total","Total","21.3","" +"From 1 to 4 portions","United Kingdom","Percentage","2014","Total","Total","Total","45.6","" +"5 portions or more","United Kingdom","Percentage","2014","Total","Total","Total","33.1","" +"0 portions","Iceland","Percentage","2014","Total","Total","Total","34.8","" +"From 1 to 4 portions","Iceland","Percentage","2014","Total","Total","Total","55.1","" +"5 portions or more","Iceland","Percentage","2014","Total","Total","Total","10.1","" +"0 portions","Norway","Percentage","2014","Total","Total","Total","30.9","" +"From 1 to 4 portions","Norway","Percentage","2014","Total","Total","Total","62.6","" +"5 portions or more","Norway","Percentage","2014","Total","Total","Total","6.5","" +"0 portions","Turkey","Percentage","2014","Total","Total","Total","33.7","" +"From 1 to 4 portions","Turkey","Percentage","2014","Total","Total","Total","63.2","" +"5 portions or more","Turkey","Percentage","2014","Total","Total","Total","3.0","" diff --git a/your-project/Frequency_alcohol_1quintile.csv b/your-project/Frequency_alcohol_1quintile.csv new file mode 100644 index 0000000..2d6b294 --- /dev/null +++ b/your-project/Frequency_alcohol_1quintile.csv @@ -0,0 +1,151 @@ +"FREQUENC","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Every day","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","7.7","e" +"Every week","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","22.4","e" +"Every month","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","22.2","e" +"Less than once a month","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","15.2","e" +"Never or not in the last 12 months","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","32.4","e" +"Every day","Belgium","Percentage","First quintile","2014","Total","Total","10.6","u" +"Every week","Belgium","Percentage","First quintile","2014","Total","Total","27.9","u" +"Every month","Belgium","Percentage","First quintile","2014","Total","Total","16.1","u" +"Less than once a month","Belgium","Percentage","First quintile","2014","Total","Total","10.7","u" +"Never or not in the last 12 months","Belgium","Percentage","First quintile","2014","Total","Total","34.8","u" +"Every day","Bulgaria","Percentage","First quintile","2014","Total","Total","8.7","" +"Every week","Bulgaria","Percentage","First quintile","2014","Total","Total","17.1","" +"Every month","Bulgaria","Percentage","First quintile","2014","Total","Total","20.4","" +"Less than once a month","Bulgaria","Percentage","First quintile","2014","Total","Total","11.2","" +"Never or not in the last 12 months","Bulgaria","Percentage","First quintile","2014","Total","Total","42.6","" +"Every day","Czechia","Percentage","First quintile","2014","Total","Total","6.9","" +"Every week","Czechia","Percentage","First quintile","2014","Total","Total","26.0","" +"Every month","Czechia","Percentage","First quintile","2014","Total","Total","27.8","" +"Less than once a month","Czechia","Percentage","First quintile","2014","Total","Total","18.0","" +"Never or not in the last 12 months","Czechia","Percentage","First quintile","2014","Total","Total","21.3","" +"Every day","Denmark","Percentage","First quintile","2014","Total","Total","12.9","" +"Every week","Denmark","Percentage","First quintile","2014","Total","Total","34.1","" +"Every month","Denmark","Percentage","First quintile","2014","Total","Total","28.6","" +"Less than once a month","Denmark","Percentage","First quintile","2014","Total","Total","13.0","" +"Never or not in the last 12 months","Denmark","Percentage","First quintile","2014","Total","Total","11.3","" +"Every day","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","8.0","" +"Every week","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","31.0","" +"Every month","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","25.2","" +"Less than once a month","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","15.4","" +"Never or not in the last 12 months","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","20.3","" +"Every day","Estonia","Percentage","First quintile","2014","Total","Total","2.5","" +"Every week","Estonia","Percentage","First quintile","2014","Total","Total","14.2","" +"Every month","Estonia","Percentage","First quintile","2014","Total","Total","26.0","" +"Less than once a month","Estonia","Percentage","First quintile","2014","Total","Total","30.7","" +"Never or not in the last 12 months","Estonia","Percentage","First quintile","2014","Total","Total","26.6","" +"Every day","Ireland","Percentage","First quintile","2014","Total","Total","2.1","" +"Every week","Ireland","Percentage","First quintile","2014","Total","Total","41.0","" +"Every month","Ireland","Percentage","First quintile","2014","Total","Total","27.1","" +"Less than once a month","Ireland","Percentage","First quintile","2014","Total","Total","11.7","" +"Never or not in the last 12 months","Ireland","Percentage","First quintile","2014","Total","Total","18.1","" +"Every day","Greece","Percentage","First quintile","2014","Total","Total","6.7","" +"Every week","Greece","Percentage","First quintile","2014","Total","Total","21.5","" +"Every month","Greece","Percentage","First quintile","2014","Total","Total","24.0","" +"Less than once a month","Greece","Percentage","First quintile","2014","Total","Total","11.2","" +"Never or not in the last 12 months","Greece","Percentage","First quintile","2014","Total","Total","36.6","" +"Every day","Spain","Percentage","First quintile","2014","Total","Total","11.2","" +"Every week","Spain","Percentage","First quintile","2014","Total","Total","16.6","" +"Every month","Spain","Percentage","First quintile","2014","Total","Total","18.5","" +"Less than once a month","Spain","Percentage","First quintile","2014","Total","Total","12.2","" +"Never or not in the last 12 months","Spain","Percentage","First quintile","2014","Total","Total","41.5","" +"Every day","Croatia","Percentage","First quintile","2014","Total","Total","6.7","" +"Every week","Croatia","Percentage","First quintile","2014","Total","Total","13.2","" +"Every month","Croatia","Percentage","First quintile","2014","Total","Total","17.5","" +"Less than once a month","Croatia","Percentage","First quintile","2014","Total","Total","10.0","" +"Never or not in the last 12 months","Croatia","Percentage","First quintile","2014","Total","Total","52.6","" +"Every day","Italy","Percentage","First quintile","2014","Total","Total","10.5","d" +"Every week","Italy","Percentage","First quintile","2014","Total","Total","19.4","d" +"Every month","Italy","Percentage","First quintile","2014","Total","Total","19.4","" +"Less than once a month","Italy","Percentage","First quintile","2014","Total","Total","9.5","d" +"Never or not in the last 12 months","Italy","Percentage","First quintile","2014","Total","Total","41.2","d" +"Every day","Cyprus","Percentage","First quintile","2014","Total","Total","3.1","" +"Every week","Cyprus","Percentage","First quintile","2014","Total","Total","13.3","" +"Every month","Cyprus","Percentage","First quintile","2014","Total","Total","20.9","" +"Less than once a month","Cyprus","Percentage","First quintile","2014","Total","Total","7.7","" +"Never or not in the last 12 months","Cyprus","Percentage","First quintile","2014","Total","Total","55.0","" +"Every day","Latvia","Percentage","First quintile","2014","Total","Total","2.2","" +"Every week","Latvia","Percentage","First quintile","2014","Total","Total","11.5","" +"Every month","Latvia","Percentage","First quintile","2014","Total","Total","26.6","" +"Less than once a month","Latvia","Percentage","First quintile","2014","Total","Total","30.8","" +"Never or not in the last 12 months","Latvia","Percentage","First quintile","2014","Total","Total","28.9","" +"Every day","Lithuania","Percentage","First quintile","2014","Total","Total","0.7","" +"Every week","Lithuania","Percentage","First quintile","2014","Total","Total","17.6","" +"Every month","Lithuania","Percentage","First quintile","2014","Total","Total","34.9","" +"Less than once a month","Lithuania","Percentage","First quintile","2014","Total","Total","24.3","" +"Never or not in the last 12 months","Lithuania","Percentage","First quintile","2014","Total","Total","22.5","" +"Every day","Luxembourg","Percentage","First quintile","2014","Total","Total","8.5","" +"Every week","Luxembourg","Percentage","First quintile","2014","Total","Total","27.7","" +"Every month","Luxembourg","Percentage","First quintile","2014","Total","Total","23.6","" +"Less than once a month","Luxembourg","Percentage","First quintile","2014","Total","Total","12.6","" +"Never or not in the last 12 months","Luxembourg","Percentage","First quintile","2014","Total","Total","27.7","" +"Every day","Hungary","Percentage","First quintile","2014","Total","Total","8.2","" +"Every week","Hungary","Percentage","First quintile","2014","Total","Total","12.0","" +"Every month","Hungary","Percentage","First quintile","2014","Total","Total","14.9","" +"Less than once a month","Hungary","Percentage","First quintile","2014","Total","Total","23.4","" +"Never or not in the last 12 months","Hungary","Percentage","First quintile","2014","Total","Total","41.5","" +"Every day","Malta","Percentage","First quintile","2014","Total","Total","8.4","" +"Every week","Malta","Percentage","First quintile","2014","Total","Total","16.1","" +"Every month","Malta","Percentage","First quintile","2014","Total","Total","20.5","" +"Less than once a month","Malta","Percentage","First quintile","2014","Total","Total","16.8","" +"Never or not in the last 12 months","Malta","Percentage","First quintile","2014","Total","Total","38.1","" +"Every day","Austria","Percentage","First quintile","2014","Total","Total","4.3","" +"Every week","Austria","Percentage","First quintile","2014","Total","Total","24.3","" +"Every month","Austria","Percentage","First quintile","2014","Total","Total","31.8","" +"Less than once a month","Austria","Percentage","First quintile","2014","Total","Total","13.9","" +"Never or not in the last 12 months","Austria","Percentage","First quintile","2014","Total","Total","25.7","" +"Every day","Poland","Percentage","First quintile","2014","Total","Total","1.6","" +"Every week","Poland","Percentage","First quintile","2014","Total","Total","12.1","" +"Every month","Poland","Percentage","First quintile","2014","Total","Total","27.3","" +"Less than once a month","Poland","Percentage","First quintile","2014","Total","Total","24.8","" +"Never or not in the last 12 months","Poland","Percentage","First quintile","2014","Total","Total","34.1","" +"Every day","Portugal","Percentage","First quintile","2014","Total","Total","23.1","" +"Every week","Portugal","Percentage","First quintile","2014","Total","Total","14.3","" +"Every month","Portugal","Percentage","First quintile","2014","Total","Total","12.2","" +"Less than once a month","Portugal","Percentage","First quintile","2014","Total","Total","11.5","" +"Never or not in the last 12 months","Portugal","Percentage","First quintile","2014","Total","Total","39.0","" +"Every day","Romania","Percentage","First quintile","2014","Total","Total","6.1","" +"Every week","Romania","Percentage","First quintile","2014","Total","Total","16.6","" +"Every month","Romania","Percentage","First quintile","2014","Total","Total","24.5","" +"Less than once a month","Romania","Percentage","First quintile","2014","Total","Total","10.5","" +"Never or not in the last 12 months","Romania","Percentage","First quintile","2014","Total","Total","42.2","" +"Every day","Slovenia","Percentage","First quintile","2014","Total","Total","9.6","" +"Every week","Slovenia","Percentage","First quintile","2014","Total","Total","17.1","" +"Every month","Slovenia","Percentage","First quintile","2014","Total","Total","20.9","" +"Less than once a month","Slovenia","Percentage","First quintile","2014","Total","Total","17.5","" +"Never or not in the last 12 months","Slovenia","Percentage","First quintile","2014","Total","Total","34.9","" +"Every day","Slovakia","Percentage","First quintile","2014","Total","Total","3.4","" +"Every week","Slovakia","Percentage","First quintile","2014","Total","Total","14.1","" +"Every month","Slovakia","Percentage","First quintile","2014","Total","Total","27.6","" +"Less than once a month","Slovakia","Percentage","First quintile","2014","Total","Total","20.7","" +"Never or not in the last 12 months","Slovakia","Percentage","First quintile","2014","Total","Total","34.3","" +"Every day","Finland","Percentage","First quintile","2014","Total","Total","2.6","" +"Every week","Finland","Percentage","First quintile","2014","Total","Total","25.5","" +"Every month","Finland","Percentage","First quintile","2014","Total","Total","28.8","" +"Less than once a month","Finland","Percentage","First quintile","2014","Total","Total","16.8","" +"Never or not in the last 12 months","Finland","Percentage","First quintile","2014","Total","Total","26.3","" +"Every day","Sweden","Percentage","First quintile","2014","Total","Total","1.2","" +"Every week","Sweden","Percentage","First quintile","2014","Total","Total","17.5","" +"Every month","Sweden","Percentage","First quintile","2014","Total","Total","25.9","" +"Less than once a month","Sweden","Percentage","First quintile","2014","Total","Total","19.0","" +"Never or not in the last 12 months","Sweden","Percentage","First quintile","2014","Total","Total","36.5","" +"Every day","United Kingdom","Percentage","First quintile","2014","Total","Total","5.8","" +"Every week","United Kingdom","Percentage","First quintile","2014","Total","Total","26.9","" +"Every month","United Kingdom","Percentage","First quintile","2014","Total","Total","16.4","" +"Less than once a month","United Kingdom","Percentage","First quintile","2014","Total","Total","18.8","" +"Never or not in the last 12 months","United Kingdom","Percentage","First quintile","2014","Total","Total","32.0","" +"Every day","Iceland","Percentage","First quintile","2014","Total","Total","0.8","" +"Every week","Iceland","Percentage","First quintile","2014","Total","Total","15.0","" +"Every month","Iceland","Percentage","First quintile","2014","Total","Total","32.5","" +"Less than once a month","Iceland","Percentage","First quintile","2014","Total","Total","24.1","" +"Never or not in the last 12 months","Iceland","Percentage","First quintile","2014","Total","Total","27.6","" +"Every day","Norway","Percentage","First quintile","2014","Total","Total","1.5","" +"Every week","Norway","Percentage","First quintile","2014","Total","Total","19.9","" +"Every month","Norway","Percentage","First quintile","2014","Total","Total","48.1","" +"Less than once a month","Norway","Percentage","First quintile","2014","Total","Total","0","" +"Never or not in the last 12 months","Norway","Percentage","First quintile","2014","Total","Total","30.5","" +"Every day","Turkey","Percentage","First quintile","2014","Total","Total","0.4","" +"Every week","Turkey","Percentage","First quintile","2014","Total","Total","1.5","" +"Every month","Turkey","Percentage","First quintile","2014","Total","Total","3.3","" +"Less than once a month","Turkey","Percentage","First quintile","2014","Total","Total","4.1","" +"Never or not in the last 12 months","Turkey","Percentage","First quintile","2014","Total","Total","90.7","" diff --git a/your-project/Frequency_alcohol_2quintile.csv b/your-project/Frequency_alcohol_2quintile.csv new file mode 100644 index 0000000..0cf7ca8 --- /dev/null +++ b/your-project/Frequency_alcohol_2quintile.csv @@ -0,0 +1,151 @@ +"FREQUENC","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Every day","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","8.7","e" +"Every week","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","25.3","e" +"Every month","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","22.5","e" +"Less than once a month","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","15.2","e" +"Never or not in the last 12 months","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","28.4","e" +"Every day","Belgium","Percentage","Second quintile","2014","Total","Total","12.7","u" +"Every week","Belgium","Percentage","Second quintile","2014","Total","Total","28.6","u" +"Every month","Belgium","Percentage","Second quintile","2014","Total","Total","20.1","u" +"Less than once a month","Belgium","Percentage","Second quintile","2014","Total","Total","9.2","u" +"Never or not in the last 12 months","Belgium","Percentage","Second quintile","2014","Total","Total","29.3","u" +"Every day","Bulgaria","Percentage","Second quintile","2014","Total","Total","7.0","" +"Every week","Bulgaria","Percentage","Second quintile","2014","Total","Total","15.1","" +"Every month","Bulgaria","Percentage","Second quintile","2014","Total","Total","22.5","" +"Less than once a month","Bulgaria","Percentage","Second quintile","2014","Total","Total","12.5","" +"Never or not in the last 12 months","Bulgaria","Percentage","Second quintile","2014","Total","Total","43.0","" +"Every day","Czechia","Percentage","Second quintile","2014","Total","Total","8.7","" +"Every week","Czechia","Percentage","Second quintile","2014","Total","Total","26.7","" +"Every month","Czechia","Percentage","Second quintile","2014","Total","Total","26.5","" +"Less than once a month","Czechia","Percentage","Second quintile","2014","Total","Total","18.2","" +"Never or not in the last 12 months","Czechia","Percentage","Second quintile","2014","Total","Total","19.9","" +"Every day","Denmark","Percentage","Second quintile","2014","Total","Total","14.9","" +"Every week","Denmark","Percentage","Second quintile","2014","Total","Total","37.9","" +"Every month","Denmark","Percentage","Second quintile","2014","Total","Total","26.5","" +"Less than once a month","Denmark","Percentage","Second quintile","2014","Total","Total","12.5","" +"Never or not in the last 12 months","Denmark","Percentage","Second quintile","2014","Total","Total","8.1","" +"Every day","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","8.6","" +"Every week","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","34.9","" +"Every month","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","26.9","" +"Less than once a month","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","14.1","" +"Never or not in the last 12 months","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","15.5","" +"Every day","Estonia","Percentage","Second quintile","2014","Total","Total","1.1","" +"Every week","Estonia","Percentage","Second quintile","2014","Total","Total","15.6","" +"Every month","Estonia","Percentage","Second quintile","2014","Total","Total","25.3","" +"Less than once a month","Estonia","Percentage","Second quintile","2014","Total","Total","35.8","" +"Never or not in the last 12 months","Estonia","Percentage","Second quintile","2014","Total","Total","22.3","" +"Every day","Ireland","Percentage","Second quintile","2014","Total","Total","2.2","" +"Every week","Ireland","Percentage","Second quintile","2014","Total","Total","36.3","" +"Every month","Ireland","Percentage","Second quintile","2014","Total","Total","27.2","" +"Less than once a month","Ireland","Percentage","Second quintile","2014","Total","Total","11.3","" +"Never or not in the last 12 months","Ireland","Percentage","Second quintile","2014","Total","Total","22.9","" +"Every day","Greece","Percentage","Second quintile","2014","Total","Total","6.9","" +"Every week","Greece","Percentage","Second quintile","2014","Total","Total","22.8","" +"Every month","Greece","Percentage","Second quintile","2014","Total","Total","24.4","" +"Less than once a month","Greece","Percentage","Second quintile","2014","Total","Total","12.3","" +"Never or not in the last 12 months","Greece","Percentage","Second quintile","2014","Total","Total","33.5","" +"Every day","Spain","Percentage","Second quintile","2014","Total","Total","14.9","" +"Every week","Spain","Percentage","Second quintile","2014","Total","Total","15.9","" +"Every month","Spain","Percentage","Second quintile","2014","Total","Total","17.6","" +"Less than once a month","Spain","Percentage","Second quintile","2014","Total","Total","13.3","" +"Never or not in the last 12 months","Spain","Percentage","Second quintile","2014","Total","Total","38.3","" +"Every day","Croatia","Percentage","Second quintile","2014","Total","Total","10.7","" +"Every week","Croatia","Percentage","Second quintile","2014","Total","Total","12.4","" +"Every month","Croatia","Percentage","Second quintile","2014","Total","Total","18.6","" +"Less than once a month","Croatia","Percentage","Second quintile","2014","Total","Total","14.2","" +"Never or not in the last 12 months","Croatia","Percentage","Second quintile","2014","Total","Total","44.2","" +"Every day","Italy","Percentage","Second quintile","2014","Total","Total","13.2","d" +"Every week","Italy","Percentage","Second quintile","2014","Total","Total","21.9","d" +"Every month","Italy","Percentage","Second quintile","2014","Total","Total","19.2","" +"Less than once a month","Italy","Percentage","Second quintile","2014","Total","Total","8.9","d" +"Never or not in the last 12 months","Italy","Percentage","Second quintile","2014","Total","Total","36.9","d" +"Every day","Cyprus","Percentage","Second quintile","2014","Total","Total","4.2","" +"Every week","Cyprus","Percentage","Second quintile","2014","Total","Total","11.9","" +"Every month","Cyprus","Percentage","Second quintile","2014","Total","Total","21.2","" +"Less than once a month","Cyprus","Percentage","Second quintile","2014","Total","Total","9.5","" +"Never or not in the last 12 months","Cyprus","Percentage","Second quintile","2014","Total","Total","53.1","" +"Every day","Latvia","Percentage","Second quintile","2014","Total","Total","0.8","" +"Every week","Latvia","Percentage","Second quintile","2014","Total","Total","7.2","" +"Every month","Latvia","Percentage","Second quintile","2014","Total","Total","27.7","" +"Less than once a month","Latvia","Percentage","Second quintile","2014","Total","Total","32.0","" +"Never or not in the last 12 months","Latvia","Percentage","Second quintile","2014","Total","Total","32.3","" +"Every day","Lithuania","Percentage","Second quintile","2014","Total","Total","0.7","" +"Every week","Lithuania","Percentage","Second quintile","2014","Total","Total","11.2","" +"Every month","Lithuania","Percentage","Second quintile","2014","Total","Total","27.3","" +"Less than once a month","Lithuania","Percentage","Second quintile","2014","Total","Total","23.6","" +"Never or not in the last 12 months","Lithuania","Percentage","Second quintile","2014","Total","Total","37.2","" +"Every day","Luxembourg","Percentage","Second quintile","2014","Total","Total","12.9","" +"Every week","Luxembourg","Percentage","Second quintile","2014","Total","Total","34.5","" +"Every month","Luxembourg","Percentage","Second quintile","2014","Total","Total","22.6","" +"Less than once a month","Luxembourg","Percentage","Second quintile","2014","Total","Total","9.0","" +"Never or not in the last 12 months","Luxembourg","Percentage","Second quintile","2014","Total","Total","21.0","" +"Every day","Hungary","Percentage","Second quintile","2014","Total","Total","7.9","" +"Every week","Hungary","Percentage","Second quintile","2014","Total","Total","12.3","" +"Every month","Hungary","Percentage","Second quintile","2014","Total","Total","18.3","" +"Less than once a month","Hungary","Percentage","Second quintile","2014","Total","Total","26.7","" +"Never or not in the last 12 months","Hungary","Percentage","Second quintile","2014","Total","Total","34.8","" +"Every day","Malta","Percentage","Second quintile","2014","Total","Total","7.9","" +"Every week","Malta","Percentage","Second quintile","2014","Total","Total","26.6","" +"Every month","Malta","Percentage","Second quintile","2014","Total","Total","24.1","" +"Less than once a month","Malta","Percentage","Second quintile","2014","Total","Total","16.4","" +"Never or not in the last 12 months","Malta","Percentage","Second quintile","2014","Total","Total","25.1","" +"Every day","Austria","Percentage","Second quintile","2014","Total","Total","5.1","" +"Every week","Austria","Percentage","Second quintile","2014","Total","Total","25.5","" +"Every month","Austria","Percentage","Second quintile","2014","Total","Total","33.0","" +"Less than once a month","Austria","Percentage","Second quintile","2014","Total","Total","14.8","" +"Never or not in the last 12 months","Austria","Percentage","Second quintile","2014","Total","Total","21.7","" +"Every day","Poland","Percentage","Second quintile","2014","Total","Total","1.7","" +"Every week","Poland","Percentage","Second quintile","2014","Total","Total","11.6","" +"Every month","Poland","Percentage","Second quintile","2014","Total","Total","25.6","" +"Less than once a month","Poland","Percentage","Second quintile","2014","Total","Total","26.0","" +"Never or not in the last 12 months","Poland","Percentage","Second quintile","2014","Total","Total","35.1","" +"Every day","Portugal","Percentage","Second quintile","2014","Total","Total","26.0","" +"Every week","Portugal","Percentage","Second quintile","2014","Total","Total","15.0","" +"Every month","Portugal","Percentage","Second quintile","2014","Total","Total","11.6","" +"Less than once a month","Portugal","Percentage","Second quintile","2014","Total","Total","11.7","" +"Never or not in the last 12 months","Portugal","Percentage","Second quintile","2014","Total","Total","35.7","" +"Every day","Romania","Percentage","Second quintile","2014","Total","Total","3.7","" +"Every week","Romania","Percentage","Second quintile","2014","Total","Total","15.8","" +"Every month","Romania","Percentage","Second quintile","2014","Total","Total","23.2","" +"Less than once a month","Romania","Percentage","Second quintile","2014","Total","Total","10.5","" +"Never or not in the last 12 months","Romania","Percentage","Second quintile","2014","Total","Total","46.8","" +"Every day","Slovenia","Percentage","Second quintile","2014","Total","Total","8.8","" +"Every week","Slovenia","Percentage","Second quintile","2014","Total","Total","24.0","" +"Every month","Slovenia","Percentage","Second quintile","2014","Total","Total","22.3","" +"Less than once a month","Slovenia","Percentage","Second quintile","2014","Total","Total","17.3","" +"Never or not in the last 12 months","Slovenia","Percentage","Second quintile","2014","Total","Total","27.6","" +"Every day","Slovakia","Percentage","Second quintile","2014","Total","Total","2.0","" +"Every week","Slovakia","Percentage","Second quintile","2014","Total","Total","12.9","" +"Every month","Slovakia","Percentage","Second quintile","2014","Total","Total","26.4","" +"Less than once a month","Slovakia","Percentage","Second quintile","2014","Total","Total","21.6","" +"Never or not in the last 12 months","Slovakia","Percentage","Second quintile","2014","Total","Total","37.1","" +"Every day","Finland","Percentage","Second quintile","2014","Total","Total","2.5","" +"Every week","Finland","Percentage","Second quintile","2014","Total","Total","29.0","" +"Every month","Finland","Percentage","Second quintile","2014","Total","Total","29.7","" +"Less than once a month","Finland","Percentage","Second quintile","2014","Total","Total","20.2","" +"Never or not in the last 12 months","Finland","Percentage","Second quintile","2014","Total","Total","18.6","" +"Every day","Sweden","Percentage","Second quintile","2014","Total","Total","3.9","" +"Every week","Sweden","Percentage","Second quintile","2014","Total","Total","30.4","" +"Every month","Sweden","Percentage","Second quintile","2014","Total","Total","23.7","" +"Less than once a month","Sweden","Percentage","Second quintile","2014","Total","Total","17.2","" +"Never or not in the last 12 months","Sweden","Percentage","Second quintile","2014","Total","Total","24.9","" +"Every day","United Kingdom","Percentage","Second quintile","2014","Total","Total","5.7","" +"Every week","United Kingdom","Percentage","Second quintile","2014","Total","Total","36.8","" +"Every month","United Kingdom","Percentage","Second quintile","2014","Total","Total","18.4","" +"Less than once a month","United Kingdom","Percentage","Second quintile","2014","Total","Total","18.1","" +"Never or not in the last 12 months","United Kingdom","Percentage","Second quintile","2014","Total","Total","21.0","" +"Every day","Iceland","Percentage","Second quintile","2014","Total","Total","1.0","" +"Every week","Iceland","Percentage","Second quintile","2014","Total","Total","14.6","" +"Every month","Iceland","Percentage","Second quintile","2014","Total","Total","37.2","" +"Less than once a month","Iceland","Percentage","Second quintile","2014","Total","Total","25.1","" +"Never or not in the last 12 months","Iceland","Percentage","Second quintile","2014","Total","Total","22.1","" +"Every day","Norway","Percentage","Second quintile","2014","Total","Total","1.8","" +"Every week","Norway","Percentage","Second quintile","2014","Total","Total","21.8","" +"Every month","Norway","Percentage","Second quintile","2014","Total","Total","51.1","" +"Less than once a month","Norway","Percentage","Second quintile","2014","Total","Total","0","" +"Never or not in the last 12 months","Norway","Percentage","Second quintile","2014","Total","Total","25.3","" +"Every day","Turkey","Percentage","Second quintile","2014","Total","Total","0.3","" +"Every week","Turkey","Percentage","Second quintile","2014","Total","Total","2.4","" +"Every month","Turkey","Percentage","Second quintile","2014","Total","Total","4.6","" +"Less than once a month","Turkey","Percentage","Second quintile","2014","Total","Total","5.2","" +"Never or not in the last 12 months","Turkey","Percentage","Second quintile","2014","Total","Total","87.5","" diff --git a/your-project/Frequency_alcohol_3quintile.csv b/your-project/Frequency_alcohol_3quintile.csv new file mode 100644 index 0000000..f1a72f4 --- /dev/null +++ b/your-project/Frequency_alcohol_3quintile.csv @@ -0,0 +1,151 @@ +"FREQUENC","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Every day","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","9.4","e" +"Every week","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","28.6","e" +"Every month","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","22.9","e" +"Less than once a month","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","14.8","e" +"Never or not in the last 12 months","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","24.2","e" +"Every day","Belgium","Percentage","Third quintile","2014","Total","Total","14.1","" +"Every week","Belgium","Percentage","Third quintile","2014","Total","Total","39.3","" +"Every month","Belgium","Percentage","Third quintile","2014","Total","Total","19.5","" +"Less than once a month","Belgium","Percentage","Third quintile","2014","Total","Total","10.0","" +"Never or not in the last 12 months","Belgium","Percentage","Third quintile","2014","Total","Total","17.1","" +"Every day","Bulgaria","Percentage","Third quintile","2014","Total","Total","9.4","" +"Every week","Bulgaria","Percentage","Third quintile","2014","Total","Total","16.7","" +"Every month","Bulgaria","Percentage","Third quintile","2014","Total","Total","22.2","" +"Less than once a month","Bulgaria","Percentage","Third quintile","2014","Total","Total","15.2","" +"Never or not in the last 12 months","Bulgaria","Percentage","Third quintile","2014","Total","Total","36.5","" +"Every day","Czechia","Percentage","Third quintile","2014","Total","Total","9.7","" +"Every week","Czechia","Percentage","Third quintile","2014","Total","Total","34.8","" +"Every month","Czechia","Percentage","Third quintile","2014","Total","Total","25.5","" +"Less than once a month","Czechia","Percentage","Third quintile","2014","Total","Total","15.9","" +"Never or not in the last 12 months","Czechia","Percentage","Third quintile","2014","Total","Total","14.0","" +"Every day","Denmark","Percentage","Third quintile","2014","Total","Total","12.4","" +"Every week","Denmark","Percentage","Third quintile","2014","Total","Total","39.2","" +"Every month","Denmark","Percentage","Third quintile","2014","Total","Total","25.9","" +"Less than once a month","Denmark","Percentage","Third quintile","2014","Total","Total","14.6","" +"Never or not in the last 12 months","Denmark","Percentage","Third quintile","2014","Total","Total","8.0","" +"Every day","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","8.4","" +"Every week","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","38.2","" +"Every month","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","26.9","" +"Less than once a month","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","14.2","" +"Never or not in the last 12 months","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","12.2","" +"Every day","Estonia","Percentage","Third quintile","2014","Total","Total","1.6","" +"Every week","Estonia","Percentage","Third quintile","2014","Total","Total","15.8","" +"Every month","Estonia","Percentage","Third quintile","2014","Total","Total","31.3","" +"Less than once a month","Estonia","Percentage","Third quintile","2014","Total","Total","34.0","" +"Never or not in the last 12 months","Estonia","Percentage","Third quintile","2014","Total","Total","17.2","" +"Every day","Ireland","Percentage","Third quintile","2014","Total","Total","2.0","" +"Every week","Ireland","Percentage","Third quintile","2014","Total","Total","40.9","" +"Every month","Ireland","Percentage","Third quintile","2014","Total","Total","27.0","" +"Less than once a month","Ireland","Percentage","Third quintile","2014","Total","Total","10.8","" +"Never or not in the last 12 months","Ireland","Percentage","Third quintile","2014","Total","Total","19.3","" +"Every day","Greece","Percentage","Third quintile","2014","Total","Total","5.8","" +"Every week","Greece","Percentage","Third quintile","2014","Total","Total","18.9","" +"Every month","Greece","Percentage","Third quintile","2014","Total","Total","25.2","" +"Less than once a month","Greece","Percentage","Third quintile","2014","Total","Total","10.6","" +"Never or not in the last 12 months","Greece","Percentage","Third quintile","2014","Total","Total","39.6","" +"Every day","Spain","Percentage","Third quintile","2014","Total","Total","16.4","" +"Every week","Spain","Percentage","Third quintile","2014","Total","Total","20.4","" +"Every month","Spain","Percentage","Third quintile","2014","Total","Total","16.5","" +"Less than once a month","Spain","Percentage","Third quintile","2014","Total","Total","13.3","" +"Never or not in the last 12 months","Spain","Percentage","Third quintile","2014","Total","Total","33.4","" +"Every day","Croatia","Percentage","Third quintile","2014","Total","Total","8.5","" +"Every week","Croatia","Percentage","Third quintile","2014","Total","Total","14.7","" +"Every month","Croatia","Percentage","Third quintile","2014","Total","Total","18.8","" +"Less than once a month","Croatia","Percentage","Third quintile","2014","Total","Total","11.2","" +"Never or not in the last 12 months","Croatia","Percentage","Third quintile","2014","Total","Total","46.8","" +"Every day","Italy","Percentage","Third quintile","2014","Total","Total","15.1","d" +"Every week","Italy","Percentage","Third quintile","2014","Total","Total","22.7","d" +"Every month","Italy","Percentage","Third quintile","2014","Total","Total","20.0","" +"Less than once a month","Italy","Percentage","Third quintile","2014","Total","Total","9.0","d" +"Never or not in the last 12 months","Italy","Percentage","Third quintile","2014","Total","Total","33.2","d" +"Every day","Cyprus","Percentage","Third quintile","2014","Total","Total","4.7","" +"Every week","Cyprus","Percentage","Third quintile","2014","Total","Total","16.7","" +"Every month","Cyprus","Percentage","Third quintile","2014","Total","Total","22.8","" +"Less than once a month","Cyprus","Percentage","Third quintile","2014","Total","Total","9.1","" +"Never or not in the last 12 months","Cyprus","Percentage","Third quintile","2014","Total","Total","46.8","" +"Every day","Latvia","Percentage","Third quintile","2014","Total","Total","1.3","" +"Every week","Latvia","Percentage","Third quintile","2014","Total","Total","10.7","" +"Every month","Latvia","Percentage","Third quintile","2014","Total","Total","32.0","" +"Less than once a month","Latvia","Percentage","Third quintile","2014","Total","Total","29.8","" +"Never or not in the last 12 months","Latvia","Percentage","Third quintile","2014","Total","Total","26.3","" +"Every day","Lithuania","Percentage","Third quintile","2014","Total","Total","0.3","" +"Every week","Lithuania","Percentage","Third quintile","2014","Total","Total","8.9","" +"Every month","Lithuania","Percentage","Third quintile","2014","Total","Total","35.0","" +"Less than once a month","Lithuania","Percentage","Third quintile","2014","Total","Total","26.6","" +"Never or not in the last 12 months","Lithuania","Percentage","Third quintile","2014","Total","Total","29.3","" +"Every day","Luxembourg","Percentage","Third quintile","2014","Total","Total","10.5","" +"Every week","Luxembourg","Percentage","Third quintile","2014","Total","Total","45.1","" +"Every month","Luxembourg","Percentage","Third quintile","2014","Total","Total","24.7","" +"Less than once a month","Luxembourg","Percentage","Third quintile","2014","Total","Total","6.3","" +"Never or not in the last 12 months","Luxembourg","Percentage","Third quintile","2014","Total","Total","13.4","" +"Every day","Hungary","Percentage","Third quintile","2014","Total","Total","8.6","" +"Every week","Hungary","Percentage","Third quintile","2014","Total","Total","15.8","" +"Every month","Hungary","Percentage","Third quintile","2014","Total","Total","21.6","" +"Less than once a month","Hungary","Percentage","Third quintile","2014","Total","Total","23.9","" +"Never or not in the last 12 months","Hungary","Percentage","Third quintile","2014","Total","Total","30.2","" +"Every day","Malta","Percentage","Third quintile","2014","Total","Total","6.5","" +"Every week","Malta","Percentage","Third quintile","2014","Total","Total","31.4","" +"Every month","Malta","Percentage","Third quintile","2014","Total","Total","29.1","" +"Less than once a month","Malta","Percentage","Third quintile","2014","Total","Total","12.1","" +"Never or not in the last 12 months","Malta","Percentage","Third quintile","2014","Total","Total","21.0","" +"Every day","Austria","Percentage","Third quintile","2014","Total","Total","6.7","" +"Every week","Austria","Percentage","Third quintile","2014","Total","Total","31.5","" +"Every month","Austria","Percentage","Third quintile","2014","Total","Total","31.5","" +"Less than once a month","Austria","Percentage","Third quintile","2014","Total","Total","13.4","" +"Never or not in the last 12 months","Austria","Percentage","Third quintile","2014","Total","Total","16.8","" +"Every day","Poland","Percentage","Third quintile","2014","Total","Total","1.9","" +"Every week","Poland","Percentage","Third quintile","2014","Total","Total","12.8","" +"Every month","Poland","Percentage","Third quintile","2014","Total","Total","27.2","" +"Less than once a month","Poland","Percentage","Third quintile","2014","Total","Total","25.9","" +"Never or not in the last 12 months","Poland","Percentage","Third quintile","2014","Total","Total","32.2","" +"Every day","Portugal","Percentage","Third quintile","2014","Total","Total","23.8","" +"Every week","Portugal","Percentage","Third quintile","2014","Total","Total","18.0","" +"Every month","Portugal","Percentage","Third quintile","2014","Total","Total","14.8","" +"Less than once a month","Portugal","Percentage","Third quintile","2014","Total","Total","11.7","" +"Never or not in the last 12 months","Portugal","Percentage","Third quintile","2014","Total","Total","31.7","" +"Every day","Romania","Percentage","Third quintile","2014","Total","Total","3.6","" +"Every week","Romania","Percentage","Third quintile","2014","Total","Total","15.7","" +"Every month","Romania","Percentage","Third quintile","2014","Total","Total","25.5","" +"Less than once a month","Romania","Percentage","Third quintile","2014","Total","Total","12.5","" +"Never or not in the last 12 months","Romania","Percentage","Third quintile","2014","Total","Total","42.6","" +"Every day","Slovenia","Percentage","Third quintile","2014","Total","Total","9.3","" +"Every week","Slovenia","Percentage","Third quintile","2014","Total","Total","28.1","" +"Every month","Slovenia","Percentage","Third quintile","2014","Total","Total","25.7","" +"Less than once a month","Slovenia","Percentage","Third quintile","2014","Total","Total","18.2","" +"Never or not in the last 12 months","Slovenia","Percentage","Third quintile","2014","Total","Total","18.6","" +"Every day","Slovakia","Percentage","Third quintile","2014","Total","Total","3.9","" +"Every week","Slovakia","Percentage","Third quintile","2014","Total","Total","13.9","" +"Every month","Slovakia","Percentage","Third quintile","2014","Total","Total","28.9","" +"Less than once a month","Slovakia","Percentage","Third quintile","2014","Total","Total","24.8","" +"Never or not in the last 12 months","Slovakia","Percentage","Third quintile","2014","Total","Total","28.4","" +"Every day","Finland","Percentage","Third quintile","2014","Total","Total","2.7","" +"Every week","Finland","Percentage","Third quintile","2014","Total","Total","34.6","" +"Every month","Finland","Percentage","Third quintile","2014","Total","Total","32.6","" +"Less than once a month","Finland","Percentage","Third quintile","2014","Total","Total","16.6","" +"Never or not in the last 12 months","Finland","Percentage","Third quintile","2014","Total","Total","13.4","" +"Every day","Sweden","Percentage","Third quintile","2014","Total","Total","2.4","" +"Every week","Sweden","Percentage","Third quintile","2014","Total","Total","35.2","" +"Every month","Sweden","Percentage","Third quintile","2014","Total","Total","31.0","" +"Less than once a month","Sweden","Percentage","Third quintile","2014","Total","Total","16.6","" +"Never or not in the last 12 months","Sweden","Percentage","Third quintile","2014","Total","Total","14.8","" +"Every day","United Kingdom","Percentage","Third quintile","2014","Total","Total","7.6","" +"Every week","United Kingdom","Percentage","Third quintile","2014","Total","Total","44.7","" +"Every month","United Kingdom","Percentage","Third quintile","2014","Total","Total","15.7","" +"Less than once a month","United Kingdom","Percentage","Third quintile","2014","Total","Total","15.4","" +"Never or not in the last 12 months","United Kingdom","Percentage","Third quintile","2014","Total","Total","16.6","" +"Every day","Iceland","Percentage","Third quintile","2014","Total","Total","0.6","" +"Every week","Iceland","Percentage","Third quintile","2014","Total","Total","16.5","" +"Every month","Iceland","Percentage","Third quintile","2014","Total","Total","39.3","" +"Less than once a month","Iceland","Percentage","Third quintile","2014","Total","Total","25.7","" +"Never or not in the last 12 months","Iceland","Percentage","Third quintile","2014","Total","Total","17.9","" +"Every day","Norway","Percentage","Third quintile","2014","Total","Total","1.9","" +"Every week","Norway","Percentage","Third quintile","2014","Total","Total","30.0","" +"Every month","Norway","Percentage","Third quintile","2014","Total","Total","51.7","" +"Less than once a month","Norway","Percentage","Third quintile","2014","Total","Total","0","" +"Never or not in the last 12 months","Norway","Percentage","Third quintile","2014","Total","Total","16.4","" +"Every day","Turkey","Percentage","Third quintile","2014","Total","Total","0.9","" +"Every week","Turkey","Percentage","Third quintile","2014","Total","Total","3.0","" +"Every month","Turkey","Percentage","Third quintile","2014","Total","Total","4.4","" +"Less than once a month","Turkey","Percentage","Third quintile","2014","Total","Total","7.3","" +"Never or not in the last 12 months","Turkey","Percentage","Third quintile","2014","Total","Total","84.4","" diff --git a/your-project/Frequency_alcohol_4quintile.csv b/your-project/Frequency_alcohol_4quintile.csv new file mode 100644 index 0000000..482c3d7 --- /dev/null +++ b/your-project/Frequency_alcohol_4quintile.csv @@ -0,0 +1,151 @@ +"FREQUENC","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Every day","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","9.7","e" +"Every week","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","33.9","e" +"Every month","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","24.2","e" +"Less than once a month","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","13.1","e" +"Never or not in the last 12 months","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","19.2","e" +"Every day","Belgium","Percentage","Fourth quintile","2014","Total","Total","14.9","" +"Every week","Belgium","Percentage","Fourth quintile","2014","Total","Total","42.5","" +"Every month","Belgium","Percentage","Fourth quintile","2014","Total","Total","22.4","" +"Less than once a month","Belgium","Percentage","Fourth quintile","2014","Total","Total","8.7","" +"Never or not in the last 12 months","Belgium","Percentage","Fourth quintile","2014","Total","Total","11.6","" +"Every day","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","9.4","" +"Every week","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","22.0","" +"Every month","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","28.1","" +"Less than once a month","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","10.8","" +"Never or not in the last 12 months","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","29.7","" +"Every day","Czechia","Percentage","Fourth quintile","2014","Total","Total","10.8","" +"Every week","Czechia","Percentage","Fourth quintile","2014","Total","Total","36.6","" +"Every month","Czechia","Percentage","Fourth quintile","2014","Total","Total","25.6","" +"Less than once a month","Czechia","Percentage","Fourth quintile","2014","Total","Total","14.6","" +"Never or not in the last 12 months","Czechia","Percentage","Fourth quintile","2014","Total","Total","12.3","" +"Every day","Denmark","Percentage","Fourth quintile","2014","Total","Total","8.0","" +"Every week","Denmark","Percentage","Fourth quintile","2014","Total","Total","45.9","" +"Every month","Denmark","Percentage","Fourth quintile","2014","Total","Total","29.0","" +"Less than once a month","Denmark","Percentage","Fourth quintile","2014","Total","Total","12.3","" +"Never or not in the last 12 months","Denmark","Percentage","Fourth quintile","2014","Total","Total","4.7","" +"Every day","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","9.5","" +"Every week","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","43.6","" +"Every month","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","25.8","" +"Less than once a month","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","11.1","" +"Never or not in the last 12 months","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","10.0","" +"Every day","Estonia","Percentage","Fourth quintile","2014","Total","Total","2.3","" +"Every week","Estonia","Percentage","Fourth quintile","2014","Total","Total","21.4","" +"Every month","Estonia","Percentage","Fourth quintile","2014","Total","Total","35.8","" +"Less than once a month","Estonia","Percentage","Fourth quintile","2014","Total","Total","28.3","" +"Never or not in the last 12 months","Estonia","Percentage","Fourth quintile","2014","Total","Total","12.2","" +"Every day","Ireland","Percentage","Fourth quintile","2014","Total","Total","1.7","" +"Every week","Ireland","Percentage","Fourth quintile","2014","Total","Total","42.8","" +"Every month","Ireland","Percentage","Fourth quintile","2014","Total","Total","27.6","" +"Less than once a month","Ireland","Percentage","Fourth quintile","2014","Total","Total","10.0","" +"Never or not in the last 12 months","Ireland","Percentage","Fourth quintile","2014","Total","Total","18.0","" +"Every day","Greece","Percentage","Fourth quintile","2014","Total","Total","6.6","" +"Every week","Greece","Percentage","Fourth quintile","2014","Total","Total","26.0","" +"Every month","Greece","Percentage","Fourth quintile","2014","Total","Total","27.3","" +"Less than once a month","Greece","Percentage","Fourth quintile","2014","Total","Total","12.0","" +"Never or not in the last 12 months","Greece","Percentage","Fourth quintile","2014","Total","Total","28.1","" +"Every day","Spain","Percentage","Fourth quintile","2014","Total","Total","16.4","" +"Every week","Spain","Percentage","Fourth quintile","2014","Total","Total","25.7","" +"Every month","Spain","Percentage","Fourth quintile","2014","Total","Total","19.9","" +"Less than once a month","Spain","Percentage","Fourth quintile","2014","Total","Total","12.2","" +"Never or not in the last 12 months","Spain","Percentage","Fourth quintile","2014","Total","Total","25.8","" +"Every day","Croatia","Percentage","Fourth quintile","2014","Total","Total","12.1","" +"Every week","Croatia","Percentage","Fourth quintile","2014","Total","Total","14.4","" +"Every month","Croatia","Percentage","Fourth quintile","2014","Total","Total","21.6","" +"Less than once a month","Croatia","Percentage","Fourth quintile","2014","Total","Total","9.3","" +"Never or not in the last 12 months","Croatia","Percentage","Fourth quintile","2014","Total","Total","42.7","" +"Every day","Italy","Percentage","Fourth quintile","2014","Total","Total","15.1","d" +"Every week","Italy","Percentage","Fourth quintile","2014","Total","Total","28.8","d" +"Every month","Italy","Percentage","Fourth quintile","2014","Total","Total","20.5","" +"Less than once a month","Italy","Percentage","Fourth quintile","2014","Total","Total","7.8","d" +"Never or not in the last 12 months","Italy","Percentage","Fourth quintile","2014","Total","Total","27.9","d" +"Every day","Cyprus","Percentage","Fourth quintile","2014","Total","Total","4.2","" +"Every week","Cyprus","Percentage","Fourth quintile","2014","Total","Total","19.1","" +"Every month","Cyprus","Percentage","Fourth quintile","2014","Total","Total","25.4","" +"Less than once a month","Cyprus","Percentage","Fourth quintile","2014","Total","Total","11.2","" +"Never or not in the last 12 months","Cyprus","Percentage","Fourth quintile","2014","Total","Total","40.0","" +"Every day","Latvia","Percentage","Fourth quintile","2014","Total","Total","1.8","" +"Every week","Latvia","Percentage","Fourth quintile","2014","Total","Total","15.4","" +"Every month","Latvia","Percentage","Fourth quintile","2014","Total","Total","36.4","" +"Less than once a month","Latvia","Percentage","Fourth quintile","2014","Total","Total","29.6","" +"Never or not in the last 12 months","Latvia","Percentage","Fourth quintile","2014","Total","Total","16.8","" +"Every day","Lithuania","Percentage","Fourth quintile","2014","Total","Total","0.7","" +"Every week","Lithuania","Percentage","Fourth quintile","2014","Total","Total","12.1","" +"Every month","Lithuania","Percentage","Fourth quintile","2014","Total","Total","41.7","" +"Less than once a month","Lithuania","Percentage","Fourth quintile","2014","Total","Total","24.2","" +"Never or not in the last 12 months","Lithuania","Percentage","Fourth quintile","2014","Total","Total","21.3","" +"Every day","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","10.1","" +"Every week","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","51.0","" +"Every month","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","22.0","" +"Less than once a month","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","6.3","" +"Never or not in the last 12 months","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","10.6","" +"Every day","Hungary","Percentage","Fourth quintile","2014","Total","Total","7.7","" +"Every week","Hungary","Percentage","Fourth quintile","2014","Total","Total","18.3","" +"Every month","Hungary","Percentage","Fourth quintile","2014","Total","Total","26.5","" +"Less than once a month","Hungary","Percentage","Fourth quintile","2014","Total","Total","24.5","" +"Never or not in the last 12 months","Hungary","Percentage","Fourth quintile","2014","Total","Total","23.1","" +"Every day","Malta","Percentage","Fourth quintile","2014","Total","Total","7.4","" +"Every week","Malta","Percentage","Fourth quintile","2014","Total","Total","34.5","" +"Every month","Malta","Percentage","Fourth quintile","2014","Total","Total","29.0","" +"Less than once a month","Malta","Percentage","Fourth quintile","2014","Total","Total","13.4","" +"Never or not in the last 12 months","Malta","Percentage","Fourth quintile","2014","Total","Total","15.7","" +"Every day","Austria","Percentage","Fourth quintile","2014","Total","Total","7.5","" +"Every week","Austria","Percentage","Fourth quintile","2014","Total","Total","35.9","" +"Every month","Austria","Percentage","Fourth quintile","2014","Total","Total","32.2","" +"Less than once a month","Austria","Percentage","Fourth quintile","2014","Total","Total","12.1","" +"Never or not in the last 12 months","Austria","Percentage","Fourth quintile","2014","Total","Total","12.2","" +"Every day","Poland","Percentage","Fourth quintile","2014","Total","Total","1.5","" +"Every week","Poland","Percentage","Fourth quintile","2014","Total","Total","16.8","" +"Every month","Poland","Percentage","Fourth quintile","2014","Total","Total","29.6","" +"Less than once a month","Poland","Percentage","Fourth quintile","2014","Total","Total","27.9","" +"Never or not in the last 12 months","Poland","Percentage","Fourth quintile","2014","Total","Total","24.2","" +"Every day","Portugal","Percentage","Fourth quintile","2014","Total","Total","25.6","" +"Every week","Portugal","Percentage","Fourth quintile","2014","Total","Total","20.4","" +"Every month","Portugal","Percentage","Fourth quintile","2014","Total","Total","17.8","" +"Less than once a month","Portugal","Percentage","Fourth quintile","2014","Total","Total","12.3","" +"Never or not in the last 12 months","Portugal","Percentage","Fourth quintile","2014","Total","Total","23.9","" +"Every day","Romania","Percentage","Fourth quintile","2014","Total","Total","3.3","" +"Every week","Romania","Percentage","Fourth quintile","2014","Total","Total","14.5","" +"Every month","Romania","Percentage","Fourth quintile","2014","Total","Total","28.6","" +"Less than once a month","Romania","Percentage","Fourth quintile","2014","Total","Total","11.6","" +"Never or not in the last 12 months","Romania","Percentage","Fourth quintile","2014","Total","Total","41.9","" +"Every day","Slovenia","Percentage","Fourth quintile","2014","Total","Total","4.3","" +"Every week","Slovenia","Percentage","Fourth quintile","2014","Total","Total","33.0","" +"Every month","Slovenia","Percentage","Fourth quintile","2014","Total","Total","30.8","" +"Less than once a month","Slovenia","Percentage","Fourth quintile","2014","Total","Total","15.5","" +"Never or not in the last 12 months","Slovenia","Percentage","Fourth quintile","2014","Total","Total","16.3","" +"Every day","Slovakia","Percentage","Fourth quintile","2014","Total","Total","3.4","" +"Every week","Slovakia","Percentage","Fourth quintile","2014","Total","Total","17.7","" +"Every month","Slovakia","Percentage","Fourth quintile","2014","Total","Total","29.5","" +"Less than once a month","Slovakia","Percentage","Fourth quintile","2014","Total","Total","24.5","" +"Never or not in the last 12 months","Slovakia","Percentage","Fourth quintile","2014","Total","Total","24.8","" +"Every day","Finland","Percentage","Fourth quintile","2014","Total","Total","2.5","" +"Every week","Finland","Percentage","Fourth quintile","2014","Total","Total","41.9","" +"Every month","Finland","Percentage","Fourth quintile","2014","Total","Total","29.6","" +"Less than once a month","Finland","Percentage","Fourth quintile","2014","Total","Total","16.0","" +"Never or not in the last 12 months","Finland","Percentage","Fourth quintile","2014","Total","Total","10.0","" +"Every day","Sweden","Percentage","Fourth quintile","2014","Total","Total","1.9","" +"Every week","Sweden","Percentage","Fourth quintile","2014","Total","Total","45.5","" +"Every month","Sweden","Percentage","Fourth quintile","2014","Total","Total","30.5","" +"Less than once a month","Sweden","Percentage","Fourth quintile","2014","Total","Total","13.7","" +"Never or not in the last 12 months","Sweden","Percentage","Fourth quintile","2014","Total","Total","8.4","" +"Every day","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","8.0","" +"Every week","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","51.9","" +"Every month","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","17.8","" +"Less than once a month","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","12.0","" +"Never or not in the last 12 months","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","10.2","" +"Every day","Iceland","Percentage","Fourth quintile","2014","Total","Total","0.5","" +"Every week","Iceland","Percentage","Fourth quintile","2014","Total","Total","23.8","" +"Every month","Iceland","Percentage","Fourth quintile","2014","Total","Total","43.9","" +"Less than once a month","Iceland","Percentage","Fourth quintile","2014","Total","Total","17.6","" +"Never or not in the last 12 months","Iceland","Percentage","Fourth quintile","2014","Total","Total","14.2","" +"Every day","Norway","Percentage","Fourth quintile","2014","Total","Total","2.5","" +"Every week","Norway","Percentage","Fourth quintile","2014","Total","Total","34.7","" +"Every month","Norway","Percentage","Fourth quintile","2014","Total","Total","50.0","" +"Less than once a month","Norway","Percentage","Fourth quintile","2014","Total","Total","0","" +"Never or not in the last 12 months","Norway","Percentage","Fourth quintile","2014","Total","Total","12.9","" +"Every day","Turkey","Percentage","Fourth quintile","2014","Total","Total","0.5","" +"Every week","Turkey","Percentage","Fourth quintile","2014","Total","Total","3.3","" +"Every month","Turkey","Percentage","Fourth quintile","2014","Total","Total","6.2","" +"Less than once a month","Turkey","Percentage","Fourth quintile","2014","Total","Total","8.1","" +"Never or not in the last 12 months","Turkey","Percentage","Fourth quintile","2014","Total","Total","81.9","" diff --git a/your-project/Frequency_alcohol_5quintile.csv b/your-project/Frequency_alcohol_5quintile.csv new file mode 100644 index 0000000..1318533 --- /dev/null +++ b/your-project/Frequency_alcohol_5quintile.csv @@ -0,0 +1,151 @@ +"FREQUENC","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Every day","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","10.8","e" +"Every week","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","39.1","e" +"Every month","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","23.2","e" +"Less than once a month","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","11.6","e" +"Never or not in the last 12 months","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","15.3","e" +"Every day","Belgium","Percentage","Fifth quintile","2014","Total","Total","16.4","" +"Every week","Belgium","Percentage","Fifth quintile","2014","Total","Total","44.8","" +"Every month","Belgium","Percentage","Fifth quintile","2014","Total","Total","22.2","" +"Less than once a month","Belgium","Percentage","Fifth quintile","2014","Total","Total","7.9","" +"Never or not in the last 12 months","Belgium","Percentage","Fifth quintile","2014","Total","Total","8.8","" +"Every day","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","9.5","" +"Every week","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","23.7","" +"Every month","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","31.1","" +"Less than once a month","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","12.6","" +"Never or not in the last 12 months","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","23.2","" +"Every day","Czechia","Percentage","Fifth quintile","2014","Total","Total","11.2","" +"Every week","Czechia","Percentage","Fifth quintile","2014","Total","Total","44.4","" +"Every month","Czechia","Percentage","Fifth quintile","2014","Total","Total","25.8","" +"Less than once a month","Czechia","Percentage","Fifth quintile","2014","Total","Total","11.7","" +"Never or not in the last 12 months","Czechia","Percentage","Fifth quintile","2014","Total","Total","6.9","" +"Every day","Denmark","Percentage","Fifth quintile","2014","Total","Total","10.5","" +"Every week","Denmark","Percentage","Fifth quintile","2014","Total","Total","48.0","" +"Every month","Denmark","Percentage","Fifth quintile","2014","Total","Total","26.5","" +"Less than once a month","Denmark","Percentage","Fifth quintile","2014","Total","Total","10.5","" +"Never or not in the last 12 months","Denmark","Percentage","Fifth quintile","2014","Total","Total","4.6","" +"Every day","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","11.8","" +"Every week","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","50.3","" +"Every month","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","21.0","" +"Less than once a month","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","9.2","" +"Never or not in the last 12 months","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","7.7","" +"Every day","Estonia","Percentage","Fifth quintile","2014","Total","Total","2.5","" +"Every week","Estonia","Percentage","Fifth quintile","2014","Total","Total","29.8","" +"Every month","Estonia","Percentage","Fifth quintile","2014","Total","Total","37.0","" +"Less than once a month","Estonia","Percentage","Fifth quintile","2014","Total","Total","22.2","" +"Never or not in the last 12 months","Estonia","Percentage","Fifth quintile","2014","Total","Total","8.5","" +"Every day","Ireland","Percentage","Fifth quintile","2014","Total","Total","1.9","" +"Every week","Ireland","Percentage","Fifth quintile","2014","Total","Total","45.2","" +"Every month","Ireland","Percentage","Fifth quintile","2014","Total","Total","26.1","" +"Less than once a month","Ireland","Percentage","Fifth quintile","2014","Total","Total","10.9","" +"Never or not in the last 12 months","Ireland","Percentage","Fifth quintile","2014","Total","Total","15.9","" +"Every day","Greece","Percentage","Fifth quintile","2014","Total","Total","8.2","" +"Every week","Greece","Percentage","Fifth quintile","2014","Total","Total","29.3","" +"Every month","Greece","Percentage","Fifth quintile","2014","Total","Total","28.8","" +"Less than once a month","Greece","Percentage","Fifth quintile","2014","Total","Total","11.3","" +"Never or not in the last 12 months","Greece","Percentage","Fifth quintile","2014","Total","Total","22.4","" +"Every day","Spain","Percentage","Fifth quintile","2014","Total","Total","18.4","" +"Every week","Spain","Percentage","Fifth quintile","2014","Total","Total","33.4","" +"Every month","Spain","Percentage","Fifth quintile","2014","Total","Total","19.5","" +"Less than once a month","Spain","Percentage","Fifth quintile","2014","Total","Total","9.8","" +"Never or not in the last 12 months","Spain","Percentage","Fifth quintile","2014","Total","Total","18.9","" +"Every day","Croatia","Percentage","Fifth quintile","2014","Total","Total","11.0","" +"Every week","Croatia","Percentage","Fifth quintile","2014","Total","Total","22.0","" +"Every month","Croatia","Percentage","Fifth quintile","2014","Total","Total","22.9","" +"Less than once a month","Croatia","Percentage","Fifth quintile","2014","Total","Total","11.6","" +"Never or not in the last 12 months","Croatia","Percentage","Fifth quintile","2014","Total","Total","32.6","" +"Every day","Italy","Percentage","Fifth quintile","2014","Total","Total","16.1","d" +"Every week","Italy","Percentage","Fifth quintile","2014","Total","Total","28.6","d" +"Every month","Italy","Percentage","Fifth quintile","2014","Total","Total","20.9","" +"Less than once a month","Italy","Percentage","Fifth quintile","2014","Total","Total","8.4","d" +"Never or not in the last 12 months","Italy","Percentage","Fifth quintile","2014","Total","Total","26.1","d" +"Every day","Cyprus","Percentage","Fifth quintile","2014","Total","Total","4.6","" +"Every week","Cyprus","Percentage","Fifth quintile","2014","Total","Total","23.5","" +"Every month","Cyprus","Percentage","Fifth quintile","2014","Total","Total","27.1","" +"Less than once a month","Cyprus","Percentage","Fifth quintile","2014","Total","Total","6.9","" +"Never or not in the last 12 months","Cyprus","Percentage","Fifth quintile","2014","Total","Total","37.8","" +"Every day","Latvia","Percentage","Fifth quintile","2014","Total","Total","0.9","" +"Every week","Latvia","Percentage","Fifth quintile","2014","Total","Total","22.1","" +"Every month","Latvia","Percentage","Fifth quintile","2014","Total","Total","41.2","" +"Less than once a month","Latvia","Percentage","Fifth quintile","2014","Total","Total","23.9","" +"Never or not in the last 12 months","Latvia","Percentage","Fifth quintile","2014","Total","Total","11.8","" +"Every day","Lithuania","Percentage","Fifth quintile","2014","Total","Total","0.6","" +"Every week","Lithuania","Percentage","Fifth quintile","2014","Total","Total","15.0","" +"Every month","Lithuania","Percentage","Fifth quintile","2014","Total","Total","48.2","" +"Less than once a month","Lithuania","Percentage","Fifth quintile","2014","Total","Total","22.7","" +"Never or not in the last 12 months","Lithuania","Percentage","Fifth quintile","2014","Total","Total","13.4","" +"Every day","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","13.0","" +"Every week","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","56.0","" +"Every month","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","18.3","" +"Less than once a month","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","4.5","" +"Never or not in the last 12 months","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","8.2","" +"Every day","Hungary","Percentage","Fifth quintile","2014","Total","Total","4.3","" +"Every week","Hungary","Percentage","Fifth quintile","2014","Total","Total","23.0","" +"Every month","Hungary","Percentage","Fifth quintile","2014","Total","Total","30.1","" +"Less than once a month","Hungary","Percentage","Fifth quintile","2014","Total","Total","22.2","" +"Never or not in the last 12 months","Hungary","Percentage","Fifth quintile","2014","Total","Total","20.3","" +"Every day","Malta","Percentage","Fifth quintile","2014","Total","Total","5.6","" +"Every week","Malta","Percentage","Fifth quintile","2014","Total","Total","40.8","" +"Every month","Malta","Percentage","Fifth quintile","2014","Total","Total","27.5","" +"Less than once a month","Malta","Percentage","Fifth quintile","2014","Total","Total","11.1","" +"Never or not in the last 12 months","Malta","Percentage","Fifth quintile","2014","Total","Total","15.1","" +"Every day","Austria","Percentage","Fifth quintile","2014","Total","Total","7.6","" +"Every week","Austria","Percentage","Fifth quintile","2014","Total","Total","41.8","" +"Every month","Austria","Percentage","Fifth quintile","2014","Total","Total","30.3","" +"Less than once a month","Austria","Percentage","Fifth quintile","2014","Total","Total","10.2","" +"Never or not in the last 12 months","Austria","Percentage","Fifth quintile","2014","Total","Total","10.2","" +"Every day","Poland","Percentage","Fifth quintile","2014","Total","Total","2.3","" +"Every week","Poland","Percentage","Fifth quintile","2014","Total","Total","22.8","" +"Every month","Poland","Percentage","Fifth quintile","2014","Total","Total","34.2","" +"Less than once a month","Poland","Percentage","Fifth quintile","2014","Total","Total","23.1","" +"Never or not in the last 12 months","Poland","Percentage","Fifth quintile","2014","Total","Total","17.6","" +"Every day","Portugal","Percentage","Fifth quintile","2014","Total","Total","22.5","" +"Every week","Portugal","Percentage","Fifth quintile","2014","Total","Total","27.9","" +"Every month","Portugal","Percentage","Fifth quintile","2014","Total","Total","17.6","" +"Less than once a month","Portugal","Percentage","Fifth quintile","2014","Total","Total","12.6","" +"Never or not in the last 12 months","Portugal","Percentage","Fifth quintile","2014","Total","Total","19.5","" +"Every day","Romania","Percentage","Fifth quintile","2014","Total","Total","2.3","" +"Every week","Romania","Percentage","Fifth quintile","2014","Total","Total","13.8","" +"Every month","Romania","Percentage","Fifth quintile","2014","Total","Total","32.5","" +"Less than once a month","Romania","Percentage","Fifth quintile","2014","Total","Total","14.0","" +"Never or not in the last 12 months","Romania","Percentage","Fifth quintile","2014","Total","Total","37.4","" +"Every day","Slovenia","Percentage","Fifth quintile","2014","Total","Total","5.8","" +"Every week","Slovenia","Percentage","Fifth quintile","2014","Total","Total","36.1","" +"Every month","Slovenia","Percentage","Fifth quintile","2014","Total","Total","31.0","" +"Less than once a month","Slovenia","Percentage","Fifth quintile","2014","Total","Total","13.7","" +"Never or not in the last 12 months","Slovenia","Percentage","Fifth quintile","2014","Total","Total","13.5","" +"Every day","Slovakia","Percentage","Fifth quintile","2014","Total","Total","3.1","" +"Every week","Slovakia","Percentage","Fifth quintile","2014","Total","Total","21.0","" +"Every month","Slovakia","Percentage","Fifth quintile","2014","Total","Total","35.3","" +"Less than once a month","Slovakia","Percentage","Fifth quintile","2014","Total","Total","22.6","" +"Never or not in the last 12 months","Slovakia","Percentage","Fifth quintile","2014","Total","Total","17.9","" +"Every day","Finland","Percentage","Fifth quintile","2014","Total","Total","3.5","" +"Every week","Finland","Percentage","Fifth quintile","2014","Total","Total","50.7","" +"Every month","Finland","Percentage","Fifth quintile","2014","Total","Total","27.6","" +"Less than once a month","Finland","Percentage","Fifth quintile","2014","Total","Total","10.8","" +"Never or not in the last 12 months","Finland","Percentage","Fifth quintile","2014","Total","Total","7.4","" +"Every day","Sweden","Percentage","Fifth quintile","2014","Total","Total","4.2","" +"Every week","Sweden","Percentage","Fifth quintile","2014","Total","Total","56.3","" +"Every month","Sweden","Percentage","Fifth quintile","2014","Total","Total","24.7","" +"Less than once a month","Sweden","Percentage","Fifth quintile","2014","Total","Total","10.1","" +"Never or not in the last 12 months","Sweden","Percentage","Fifth quintile","2014","Total","Total","4.8","" +"Every day","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","9.9","" +"Every week","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","59.5","" +"Every month","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","14.7","" +"Less than once a month","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","9.7","" +"Never or not in the last 12 months","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","6.3","" +"Every day","Iceland","Percentage","Fifth quintile","2014","Total","Total","0.2","" +"Every week","Iceland","Percentage","Fifth quintile","2014","Total","Total","27.6","" +"Every month","Iceland","Percentage","Fifth quintile","2014","Total","Total","43.1","" +"Less than once a month","Iceland","Percentage","Fifth quintile","2014","Total","Total","15.7","" +"Never or not in the last 12 months","Iceland","Percentage","Fifth quintile","2014","Total","Total","13.4","" +"Every day","Norway","Percentage","Fifth quintile","2014","Total","Total","2.8","" +"Every week","Norway","Percentage","Fifth quintile","2014","Total","Total","42.8","" +"Every month","Norway","Percentage","Fifth quintile","2014","Total","Total","45.5","" +"Less than once a month","Norway","Percentage","Fifth quintile","2014","Total","Total","0","" +"Never or not in the last 12 months","Norway","Percentage","Fifth quintile","2014","Total","Total","8.9","" +"Every day","Turkey","Percentage","Fifth quintile","2014","Total","Total","0.7","" +"Every week","Turkey","Percentage","Fifth quintile","2014","Total","Total","4.5","" +"Every month","Turkey","Percentage","Fifth quintile","2014","Total","Total","8.1","" +"Less than once a month","Turkey","Percentage","Fifth quintile","2014","Total","Total","10.1","" +"Never or not in the last 12 months","Turkey","Percentage","Fifth quintile","2014","Total","Total","76.6","" diff --git a/your-project/Frequency_alcohol_tquintile.csv b/your-project/Frequency_alcohol_tquintile.csv new file mode 100644 index 0000000..33e8c1b --- /dev/null +++ b/your-project/Frequency_alcohol_tquintile.csv @@ -0,0 +1,151 @@ +"FREQUENC","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Every day","European Union - 28 countries","Percentage","Total","2014","Total","Total","9.2","e" +"Every week","European Union - 28 countries","Percentage","Total","2014","Total","Total","29.6","e" +"Every month","European Union - 28 countries","Percentage","Total","2014","Total","Total","23.1","e" +"Less than once a month","European Union - 28 countries","Percentage","Total","2014","Total","Total","14.2","e" +"Never or not in the last 12 months","European Union - 28 countries","Percentage","Total","2014","Total","Total","23.9","e" +"Every day","Belgium","Percentage","Total","2014","Total","Total","14.2","u" +"Every week","Belgium","Percentage","Total","2014","Total","Total","37.8","u" +"Every month","Belgium","Percentage","Total","2014","Total","Total","20.6","u" +"Less than once a month","Belgium","Percentage","Total","2014","Total","Total","9.2","u" +"Never or not in the last 12 months","Belgium","Percentage","Total","2014","Total","Total","18.2","u" +"Every day","Bulgaria","Percentage","Total","2014","Total","Total","8.9","" +"Every week","Bulgaria","Percentage","Total","2014","Total","Total","19.6","" +"Every month","Bulgaria","Percentage","Total","2014","Total","Total","25.3","" +"Less than once a month","Bulgaria","Percentage","Total","2014","Total","Total","12.3","" +"Never or not in the last 12 months","Bulgaria","Percentage","Total","2014","Total","Total","33.9","" +"Every day","Czechia","Percentage","Total","2014","Total","Total","9.5","" +"Every week","Czechia","Percentage","Total","2014","Total","Total","34.6","" +"Every month","Czechia","Percentage","Total","2014","Total","Total","26.4","" +"Less than once a month","Czechia","Percentage","Total","2014","Total","Total","15.3","" +"Never or not in the last 12 months","Czechia","Percentage","Total","2014","Total","Total","14.1","" +"Every day","Denmark","Percentage","Total","2014","Total","Total","11.3","" +"Every week","Denmark","Percentage","Total","2014","Total","Total","40.0","" +"Every month","Denmark","Percentage","Total","2014","Total","Total","27.1","" +"Less than once a month","Denmark","Percentage","Total","2014","Total","Total","12.9","" +"Never or not in the last 12 months","Denmark","Percentage","Total","2014","Total","Total","8.7","" +"Every day","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","9.3","" +"Every week","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","39.6","" +"Every month","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","25.2","" +"Less than once a month","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","12.8","" +"Never or not in the last 12 months","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","13.1","" +"Every day","Estonia","Percentage","Total","2014","Total","Total","2.0","" +"Every week","Estonia","Percentage","Total","2014","Total","Total","18.1","" +"Every month","Estonia","Percentage","Total","2014","Total","Total","28.8","" +"Less than once a month","Estonia","Percentage","Total","2014","Total","Total","31.6","" +"Never or not in the last 12 months","Estonia","Percentage","Total","2014","Total","Total","19.5","" +"Every day","Ireland","Percentage","Total","2014","Total","Total","2.0","" +"Every week","Ireland","Percentage","Total","2014","Total","Total","41.4","" +"Every month","Ireland","Percentage","Total","2014","Total","Total","27.0","" +"Less than once a month","Ireland","Percentage","Total","2014","Total","Total","10.9","" +"Never or not in the last 12 months","Ireland","Percentage","Total","2014","Total","Total","18.8","" +"Every day","Greece","Percentage","Total","2014","Total","Total","6.9","" +"Every week","Greece","Percentage","Total","2014","Total","Total","23.7","" +"Every month","Greece","Percentage","Total","2014","Total","Total","25.8","" +"Less than once a month","Greece","Percentage","Total","2014","Total","Total","11.5","" +"Never or not in the last 12 months","Greece","Percentage","Total","2014","Total","Total","32.1","" +"Every day","Spain","Percentage","Total","2014","Total","Total","15.3","" +"Every week","Spain","Percentage","Total","2014","Total","Total","22.3","" +"Every month","Spain","Percentage","Total","2014","Total","Total","18.8","" +"Less than once a month","Spain","Percentage","Total","2014","Total","Total","12.4","" +"Never or not in the last 12 months","Spain","Percentage","Total","2014","Total","Total","31.3","" +"Every day","Croatia","Percentage","Total","2014","Total","Total","9.1","" +"Every week","Croatia","Percentage","Total","2014","Total","Total","14.9","" +"Every month","Croatia","Percentage","Total","2014","Total","Total","19.9","" +"Less than once a month","Croatia","Percentage","Total","2014","Total","Total","12.3","" +"Never or not in the last 12 months","Croatia","Percentage","Total","2014","Total","Total","43.9","" +"Every day","Italy","Percentage","Total","2014","Total","Total","14.1","d" +"Every week","Italy","Percentage","Total","2014","Total","Total","24.4","d" +"Every month","Italy","Percentage","Total","2014","Total","Total","20.0","" +"Less than once a month","Italy","Percentage","Total","2014","Total","Total","8.7","d" +"Never or not in the last 12 months","Italy","Percentage","Total","2014","Total","Total","32.8","d" +"Every day","Cyprus","Percentage","Total","2014","Total","Total","4.2","" +"Every week","Cyprus","Percentage","Total","2014","Total","Total","16.9","" +"Every month","Cyprus","Percentage","Total","2014","Total","Total","23.6","" +"Less than once a month","Cyprus","Percentage","Total","2014","Total","Total","8.9","" +"Never or not in the last 12 months","Cyprus","Percentage","Total","2014","Total","Total","46.4","" +"Every day","Latvia","Percentage","Total","2014","Total","Total","1.4","" +"Every week","Latvia","Percentage","Total","2014","Total","Total","13.4","" +"Every month","Latvia","Percentage","Total","2014","Total","Total","32.8","" +"Less than once a month","Latvia","Percentage","Total","2014","Total","Total","29.2","" +"Never or not in the last 12 months","Latvia","Percentage","Total","2014","Total","Total","23.1","" +"Every day","Lithuania","Percentage","Total","2014","Total","Total","0.6","" +"Every week","Lithuania","Percentage","Total","2014","Total","Total","12.9","" +"Every month","Lithuania","Percentage","Total","2014","Total","Total","37.6","" +"Less than once a month","Lithuania","Percentage","Total","2014","Total","Total","24.3","" +"Never or not in the last 12 months","Lithuania","Percentage","Total","2014","Total","Total","24.6","" +"Every day","Luxembourg","Percentage","Total","2014","Total","Total","9.6","" +"Every week","Luxembourg","Percentage","Total","2014","Total","Total","40.6","" +"Every month","Luxembourg","Percentage","Total","2014","Total","Total","23.5","" +"Less than once a month","Luxembourg","Percentage","Total","2014","Total","Total","8.7","" +"Never or not in the last 12 months","Luxembourg","Percentage","Total","2014","Total","Total","17.7","" +"Every day","Hungary","Percentage","Total","2014","Total","Total","7.3","" +"Every week","Hungary","Percentage","Total","2014","Total","Total","16.4","" +"Every month","Hungary","Percentage","Total","2014","Total","Total","22.4","" +"Less than once a month","Hungary","Percentage","Total","2014","Total","Total","24.1","" +"Never or not in the last 12 months","Hungary","Percentage","Total","2014","Total","Total","29.8","" +"Every day","Malta","Percentage","Total","2014","Total","Total","7.4","" +"Every week","Malta","Percentage","Total","2014","Total","Total","28.8","" +"Every month","Malta","Percentage","Total","2014","Total","Total","25.5","" +"Less than once a month","Malta","Percentage","Total","2014","Total","Total","14.3","" +"Never or not in the last 12 months","Malta","Percentage","Total","2014","Total","Total","24.1","" +"Every day","Austria","Percentage","Total","2014","Total","Total","6.2","" +"Every week","Austria","Percentage","Total","2014","Total","Total","31.5","" +"Every month","Austria","Percentage","Total","2014","Total","Total","31.8","" +"Less than once a month","Austria","Percentage","Total","2014","Total","Total","13.0","" +"Never or not in the last 12 months","Austria","Percentage","Total","2014","Total","Total","17.4","" +"Every day","Poland","Percentage","Total","2014","Total","Total","1.8","" +"Every week","Poland","Percentage","Total","2014","Total","Total","16.0","" +"Every month","Poland","Percentage","Total","2014","Total","Total","28.5","" +"Less than once a month","Poland","Percentage","Total","2014","Total","Total","25.9","" +"Never or not in the last 12 months","Poland","Percentage","Total","2014","Total","Total","27.8","" +"Every day","Portugal","Percentage","Total","2014","Total","Total","24.2","" +"Every week","Portugal","Percentage","Total","2014","Total","Total","19.1","" +"Every month","Portugal","Percentage","Total","2014","Total","Total","14.8","" +"Less than once a month","Portugal","Percentage","Total","2014","Total","Total","12.0","" +"Never or not in the last 12 months","Portugal","Percentage","Total","2014","Total","Total","30.0","" +"Every day","Romania","Percentage","Total","2014","Total","Total","3.8","" +"Every week","Romania","Percentage","Total","2014","Total","Total","15.2","" +"Every month","Romania","Percentage","Total","2014","Total","Total","27.0","" +"Less than once a month","Romania","Percentage","Total","2014","Total","Total","11.9","" +"Never or not in the last 12 months","Romania","Percentage","Total","2014","Total","Total","42.1","" +"Every day","Slovenia","Percentage","Total","2014","Total","Total","7.7","" +"Every week","Slovenia","Percentage","Total","2014","Total","Total","26.5","" +"Every month","Slovenia","Percentage","Total","2014","Total","Total","25.7","" +"Less than once a month","Slovenia","Percentage","Total","2014","Total","Total","16.5","" +"Never or not in the last 12 months","Slovenia","Percentage","Total","2014","Total","Total","23.6","" +"Every day","Slovakia","Percentage","Total","2014","Total","Total","3.1","" +"Every week","Slovakia","Percentage","Total","2014","Total","Total","15.9","" +"Every month","Slovakia","Percentage","Total","2014","Total","Total","29.6","" +"Less than once a month","Slovakia","Percentage","Total","2014","Total","Total","22.9","" +"Never or not in the last 12 months","Slovakia","Percentage","Total","2014","Total","Total","28.4","" +"Every day","Finland","Percentage","Total","2014","Total","Total","2.7","" +"Every week","Finland","Percentage","Total","2014","Total","Total","36.6","" +"Every month","Finland","Percentage","Total","2014","Total","Total","29.7","" +"Less than once a month","Finland","Percentage","Total","2014","Total","Total","16.0","" +"Never or not in the last 12 months","Finland","Percentage","Total","2014","Total","Total","15.0","" +"Every day","Sweden","Percentage","Total","2014","Total","Total","2.7","" +"Every week","Sweden","Percentage","Total","2014","Total","Total","36.9","" +"Every month","Sweden","Percentage","Total","2014","Total","Total","27.1","" +"Less than once a month","Sweden","Percentage","Total","2014","Total","Total","15.3","" +"Never or not in the last 12 months","Sweden","Percentage","Total","2014","Total","Total","17.9","" +"Every day","United Kingdom","Percentage","Total","2014","Total","Total","7.5","" +"Every week","United Kingdom","Percentage","Total","2014","Total","Total","45.0","" +"Every month","United Kingdom","Percentage","Total","2014","Total","Total","16.5","" +"Less than once a month","United Kingdom","Percentage","Total","2014","Total","Total","14.5","" +"Never or not in the last 12 months","United Kingdom","Percentage","Total","2014","Total","Total","16.4","" +"Every day","Iceland","Percentage","Total","2014","Total","Total","0.6","" +"Every week","Iceland","Percentage","Total","2014","Total","Total","19.5","" +"Every month","Iceland","Percentage","Total","2014","Total","Total","39.2","" +"Less than once a month","Iceland","Percentage","Total","2014","Total","Total","21.6","" +"Never or not in the last 12 months","Iceland","Percentage","Total","2014","Total","Total","19.0","" +"Every day","Norway","Percentage","Total","2014","Total","Total","2.1","" +"Every week","Norway","Percentage","Total","2014","Total","Total","29.8","" +"Every month","Norway","Percentage","Total","2014","Total","Total","49.3","" +"Less than once a month","Norway","Percentage","Total","2014","Total","Total","0","" +"Never or not in the last 12 months","Norway","Percentage","Total","2014","Total","Total","18.8","" +"Every day","Turkey","Percentage","Total","2014","Total","Total","0.5","" +"Every week","Turkey","Percentage","Total","2014","Total","Total","2.8","" +"Every month","Turkey","Percentage","Total","2014","Total","Total","5.1","" +"Less than once a month","Turkey","Percentage","Total","2014","Total","Total","6.6","" +"Never or not in the last 12 months","Turkey","Percentage","Total","2014","Total","Total","85.1","" diff --git a/your-project/Inequality and Alcohol.png b/your-project/Inequality and Alcohol.png new file mode 100644 index 0000000000000000000000000000000000000000..67b8d8e23ac1042a9edb9be79e3f1c4b50312658 GIT binary patch literal 18838 zcmZX+2RN7OA3y%FN%l5ux!>>iYu%EJ47C|H@N6KFNDR6+$2Bn6(f=sP z+cD7B%O}vw-AUlYQU3sUpW|{nWp+w$7jO#<^i`6Q`u~2u)5rgq)V&`GTqKeJNmo&$zDPlALU-!6h@N`T6a4_?ateTnC*w{gfByO9S!Pqmie>oq zy+7gR&8_e5c_zHAJ|?_pPhDHX%d7iZpXJDP-#L2lR&lYqr6t#k7ccM$9bw;T85!f_ z;wUEiE0}id*s*bwtmcI0^@5=A2{Y`Ug}lx*{??8T>W+>MUq8R*Qp*b8r5VSK{3=^; zfxdx(+pE?yB}^+l`*(74b2q(xyNQ8EzUiK4f2Bh+xlOGvS=8EZF*CEZWwr|YM!w^OV@{XR~-lKhrQETDi5)#)u`^(*i>i5XX%KFZZYK8ymwWOt|Z(UnmeyTk6 zaJpf?gM&bBZtknbs3=Mr8t3JOA0hMOEIaM$t(=CPJI^`}*7_Nlnzmxu@+&IRBrVJH z!xpE;dy3!C*b9?p78a;y7AT7F!pb{$T7LihI=eLM%)Mz-R%y!JyYjo0ltveRymxzl 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zrBzR$XI%C9iP!IKe)9FZOyyf!@3{K&AD?8$M?~Cs{OzXq^5D==1CxU#%1TOyo<0u= zxypS#|LcT1cVa$$`eY+}Y=z4Dz0Xf%zmNR%tGaK`w|T1T_XD~1Us8aByU>t<289z( z@~w9Hx*v)D><@jH`OSUxQov0YXrDXK`bpRC7eCqhU8nLdko$WfsAvF(4^J}O2L@`u wM(6+gd9vILK)~~9`@Ca)i#Qk(fc;x!LMJFkAp70_+tMIap00i_>zopr0Awg&fB*mh literal 0 HcmV?d00001 diff --git a/your-project/Time_physical_income_1quintile.csv b/your-project/Time_physical_income_1quintile.csv new file mode 100644 index 0000000..6fdc330 --- /dev/null +++ b/your-project/Time_physical_income_1quintile.csv @@ -0,0 +1,121 @@ +"DURATION","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Zero minutes","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","57.1","" +"From 1 to 149 minutes","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","17.5","" +"From 150 to 299 minutes","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","10.7","" +"300 minutes or over","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","14.6","" +"Zero minutes","Bulgaria","Percentage","First quintile","2014","Total","Total","89.9","" +"From 1 to 149 minutes","Bulgaria","Percentage","First quintile","2014","Total","Total","5.8","" +"From 150 to 299 minutes","Bulgaria","Percentage","First quintile","2014","Total","Total","1.1","" +"300 minutes or over","Bulgaria","Percentage","First quintile","2014","Total","Total","3.2","" +"Zero minutes","Czechia","Percentage","First quintile","2014","Total","Total","54.0","" +"From 1 to 149 minutes","Czechia","Percentage","First quintile","2014","Total","Total","22.0","" +"From 150 to 299 minutes","Czechia","Percentage","First quintile","2014","Total","Total","9.9","" +"300 minutes or over","Czechia","Percentage","First quintile","2014","Total","Total","14.1","" +"Zero minutes","Denmark","Percentage","First quintile","2014","Total","Total","22.8","" +"From 1 to 149 minutes","Denmark","Percentage","First quintile","2014","Total","Total","23.4","" +"From 150 to 299 minutes","Denmark","Percentage","First quintile","2014","Total","Total","20.2","" +"300 minutes or over","Denmark","Percentage","First quintile","2014","Total","Total","33.7","" +"Zero minutes","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","36.5","" +"From 1 to 149 minutes","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","20.9","" +"From 150 to 299 minutes","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","17.2","" +"300 minutes or over","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","25.4","" +"Zero minutes","Estonia","Percentage","First quintile","2014","Total","Total","58.5","" +"From 1 to 149 minutes","Estonia","Percentage","First quintile","2014","Total","Total","19.9","" +"From 150 to 299 minutes","Estonia","Percentage","First quintile","2014","Total","Total","9.3","" +"300 minutes or over","Estonia","Percentage","First quintile","2014","Total","Total","12.4","" +"Zero minutes","Ireland","Percentage","First quintile","2014","Total","Total","50.3","" +"From 1 to 149 minutes","Ireland","Percentage","First quintile","2014","Total","Total","19.4","" +"From 150 to 299 minutes","Ireland","Percentage","First quintile","2014","Total","Total","14.0","" +"300 minutes or over","Ireland","Percentage","First quintile","2014","Total","Total","16.2","" +"Zero minutes","Greece","Percentage","First quintile","2014","Total","Total","77.8","" +"From 1 to 149 minutes","Greece","Percentage","First quintile","2014","Total","Total","7.6","" +"From 150 to 299 minutes","Greece","Percentage","First quintile","2014","Total","Total","5.7","" +"300 minutes or over","Greece","Percentage","First quintile","2014","Total","Total","8.9","" +"Zero minutes","Spain","Percentage","First quintile","2014","Total","Total","58.2","" +"From 1 to 149 minutes","Spain","Percentage","First quintile","2014","Total","Total","12.0","" +"From 150 to 299 minutes","Spain","Percentage","First quintile","2014","Total","Total","10.8","" +"300 minutes or over","Spain","Percentage","First quintile","2014","Total","Total","19.1","" +"Zero minutes","France","Percentage","First quintile","2014","Total","Total","64.2","" +"From 1 to 149 minutes","France","Percentage","First quintile","2014","Total","Total","19.9","" +"From 150 to 299 minutes","France","Percentage","First quintile","2014","Total","Total","8.1","" +"300 minutes or over","France","Percentage","First quintile","2014","Total","Total","7.7","" +"Zero minutes","Croatia","Percentage","First quintile","2014","Total","Total","56.9","" +"From 1 to 149 minutes","Croatia","Percentage","First quintile","2014","Total","Total","26.1","" +"From 150 to 299 minutes","Croatia","Percentage","First quintile","2014","Total","Total","5.8","" +"300 minutes or over","Croatia","Percentage","First quintile","2014","Total","Total","11.1","" +"Zero minutes","Italy","Percentage","First quintile","2014","Total","Total","75.0","" +"From 1 to 149 minutes","Italy","Percentage","First quintile","2014","Total","Total","11.6","" +"From 150 to 299 minutes","Italy","Percentage","First quintile","2014","Total","Total","6.1","" +"300 minutes or over","Italy","Percentage","First quintile","2014","Total","Total","7.3","" +"Zero minutes","Cyprus","Percentage","First quintile","2014","Total","Total","69.3","" +"From 1 to 149 minutes","Cyprus","Percentage","First quintile","2014","Total","Total","12.8","" +"From 150 to 299 minutes","Cyprus","Percentage","First quintile","2014","Total","Total","8.8","" +"300 minutes or over","Cyprus","Percentage","First quintile","2014","Total","Total","9.1","" +"Zero minutes","Latvia","Percentage","First quintile","2014","Total","Total","58.4","" +"From 1 to 149 minutes","Latvia","Percentage","First quintile","2014","Total","Total","23.8","" +"From 150 to 299 minutes","Latvia","Percentage","First quintile","2014","Total","Total","8.0","" +"300 minutes or over","Latvia","Percentage","First quintile","2014","Total","Total","9.8","" +"Zero minutes","Lithuania","Percentage","First quintile","2014","Total","Total","60.2","" +"From 1 to 149 minutes","Lithuania","Percentage","First quintile","2014","Total","Total","20.4","" +"From 150 to 299 minutes","Lithuania","Percentage","First quintile","2014","Total","Total","9.4","" +"300 minutes or over","Lithuania","Percentage","First quintile","2014","Total","Total","10.0","" +"Zero minutes","Luxembourg","Percentage","First quintile","2014","Total","Total","46.2","" +"From 1 to 149 minutes","Luxembourg","Percentage","First quintile","2014","Total","Total","21.6","" +"From 150 to 299 minutes","Luxembourg","Percentage","First quintile","2014","Total","Total","14.0","" +"300 minutes or over","Luxembourg","Percentage","First quintile","2014","Total","Total","18.1","" +"Zero minutes","Hungary","Percentage","First quintile","2014","Total","Total","53.7","" +"From 1 to 149 minutes","Hungary","Percentage","First quintile","2014","Total","Total","24.6","" +"From 150 to 299 minutes","Hungary","Percentage","First quintile","2014","Total","Total","8.0","" +"300 minutes or over","Hungary","Percentage","First quintile","2014","Total","Total","13.7","" +"Zero minutes","Malta","Percentage","First quintile","2014","Total","Total","57.7","" +"From 1 to 149 minutes","Malta","Percentage","First quintile","2014","Total","Total","15.5","" +"From 150 to 299 minutes","Malta","Percentage","First quintile","2014","Total","Total","13.0","" +"300 minutes or over","Malta","Percentage","First quintile","2014","Total","Total","13.7","" +"Zero minutes","Austria","Percentage","First quintile","2014","Total","Total","29.2","" +"From 1 to 149 minutes","Austria","Percentage","First quintile","2014","Total","Total","24.9","" +"From 150 to 299 minutes","Austria","Percentage","First quintile","2014","Total","Total","19.6","" +"300 minutes or over","Austria","Percentage","First quintile","2014","Total","Total","26.3","" +"Zero minutes","Poland","Percentage","First quintile","2014","Total","Total","58.7","" +"From 1 to 149 minutes","Poland","Percentage","First quintile","2014","Total","Total","27.0","" +"From 150 to 299 minutes","Poland","Percentage","First quintile","2014","Total","Total","7.5","" +"300 minutes or over","Poland","Percentage","First quintile","2014","Total","Total","6.7","" +"Zero minutes","Portugal","Percentage","First quintile","2014","Total","Total","69.9","" +"From 1 to 149 minutes","Portugal","Percentage","First quintile","2014","Total","Total","15.6","" +"From 150 to 299 minutes","Portugal","Percentage","First quintile","2014","Total","Total","6.9","" +"300 minutes or over","Portugal","Percentage","First quintile","2014","Total","Total","7.5","" +"Zero minutes","Romania","Percentage","First quintile","2014","Total","Total","83.2","" +"From 1 to 149 minutes","Romania","Percentage","First quintile","2014","Total","Total","7.7","" +"From 150 to 299 minutes","Romania","Percentage","First quintile","2014","Total","Total","4.6","" +"300 minutes or over","Romania","Percentage","First quintile","2014","Total","Total","4.6","" +"Zero minutes","Slovenia","Percentage","First quintile","2014","Total","Total","53.4","" +"From 1 to 149 minutes","Slovenia","Percentage","First quintile","2014","Total","Total","20.7","" +"From 150 to 299 minutes","Slovenia","Percentage","First quintile","2014","Total","Total","10.5","" +"300 minutes or over","Slovenia","Percentage","First quintile","2014","Total","Total","15.5","" +"Zero minutes","Slovakia","Percentage","First quintile","2014","Total","Total","52.3","" +"From 1 to 149 minutes","Slovakia","Percentage","First quintile","2014","Total","Total","23.7","" +"From 150 to 299 minutes","Slovakia","Percentage","First quintile","2014","Total","Total","10.5","" +"300 minutes or over","Slovakia","Percentage","First quintile","2014","Total","Total","13.6","" +"Zero minutes","Finland","Percentage","First quintile","2014","Total","Total","29.9","" +"From 1 to 149 minutes","Finland","Percentage","First quintile","2014","Total","Total","22.4","" +"From 150 to 299 minutes","Finland","Percentage","First quintile","2014","Total","Total","22.7","" +"300 minutes or over","Finland","Percentage","First quintile","2014","Total","Total","25.0","" +"Zero minutes","Sweden","Percentage","First quintile","2014","Total","Total","21.2","" +"From 1 to 149 minutes","Sweden","Percentage","First quintile","2014","Total","Total","19.6","" +"From 150 to 299 minutes","Sweden","Percentage","First quintile","2014","Total","Total","19.8","" +"300 minutes or over","Sweden","Percentage","First quintile","2014","Total","Total","39.5","" +"Zero minutes","United Kingdom","Percentage","First quintile","2014","Total","Total","58.2","" +"From 1 to 149 minutes","United Kingdom","Percentage","First quintile","2014","Total","Total","17.1","" +"From 150 to 299 minutes","United Kingdom","Percentage","First quintile","2014","Total","Total","11.1","" +"300 minutes or over","United Kingdom","Percentage","First quintile","2014","Total","Total","13.6","" +"Zero minutes","Iceland","Percentage","First quintile","2014","Total","Total","32.3","" +"From 1 to 149 minutes","Iceland","Percentage","First quintile","2014","Total","Total","12.9","" +"From 150 to 299 minutes","Iceland","Percentage","First quintile","2014","Total","Total","26.6","" +"300 minutes or over","Iceland","Percentage","First quintile","2014","Total","Total","28.2","" +"Zero minutes","Norway","Percentage","First quintile","2014","Total","Total","36.5","" +"From 1 to 149 minutes","Norway","Percentage","First quintile","2014","Total","Total","14.2","" +"From 150 to 299 minutes","Norway","Percentage","First quintile","2014","Total","Total","16.4","" +"300 minutes or over","Norway","Percentage","First quintile","2014","Total","Total","33.0","" +"Zero minutes","Turkey","Percentage","First quintile","2014","Total","Total","92.3","" +"From 1 to 149 minutes","Turkey","Percentage","First quintile","2014","Total","Total","5.2","" +"From 150 to 299 minutes","Turkey","Percentage","First quintile","2014","Total","Total","1.1","" +"300 minutes or over","Turkey","Percentage","First quintile","2014","Total","Total","1.5","" diff --git a/your-project/Time_physical_income_2quintile.csv b/your-project/Time_physical_income_2quintile.csv new file mode 100644 index 0000000..9a8b55d --- /dev/null +++ b/your-project/Time_physical_income_2quintile.csv @@ -0,0 +1,121 @@ +"DURATION","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Zero minutes","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","54.5","" +"From 1 to 149 minutes","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","19.0","" +"From 150 to 299 minutes","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","11.8","" +"300 minutes or over","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","14.7","" +"Zero minutes","Bulgaria","Percentage","Second quintile","2014","Total","Total","85.0","" +"From 1 to 149 minutes","Bulgaria","Percentage","Second quintile","2014","Total","Total","6.7","" +"From 150 to 299 minutes","Bulgaria","Percentage","Second quintile","2014","Total","Total","2.9","" +"300 minutes or over","Bulgaria","Percentage","Second quintile","2014","Total","Total","5.4","" +"Zero minutes","Czechia","Percentage","Second quintile","2014","Total","Total","57.8","" +"From 1 to 149 minutes","Czechia","Percentage","Second quintile","2014","Total","Total","24.8","" +"From 150 to 299 minutes","Czechia","Percentage","Second quintile","2014","Total","Total","8.3","" +"300 minutes or over","Czechia","Percentage","Second quintile","2014","Total","Total","9.1","" +"Zero minutes","Denmark","Percentage","Second quintile","2014","Total","Total","20.9","" +"From 1 to 149 minutes","Denmark","Percentage","Second quintile","2014","Total","Total","28.3","" +"From 150 to 299 minutes","Denmark","Percentage","Second quintile","2014","Total","Total","22.1","" +"300 minutes or over","Denmark","Percentage","Second quintile","2014","Total","Total","28.7","" +"Zero minutes","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","34.5","" +"From 1 to 149 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","22.4","" +"From 150 to 299 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","19.5","" +"300 minutes or over","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","23.6","" +"Zero minutes","Estonia","Percentage","Second quintile","2014","Total","Total","58.1","" +"From 1 to 149 minutes","Estonia","Percentage","Second quintile","2014","Total","Total","21.6","" +"From 150 to 299 minutes","Estonia","Percentage","Second quintile","2014","Total","Total","9.0","" +"300 minutes or over","Estonia","Percentage","Second quintile","2014","Total","Total","11.3","" +"Zero minutes","Ireland","Percentage","Second quintile","2014","Total","Total","56.1","u" +"From 1 to 149 minutes","Ireland","Percentage","Second quintile","2014","Total","Total","15.8","u" +"From 150 to 299 minutes","Ireland","Percentage","Second quintile","2014","Total","Total","11.9","u" +"300 minutes or over","Ireland","Percentage","Second quintile","2014","Total","Total","16.2","u" +"Zero minutes","Greece","Percentage","Second quintile","2014","Total","Total","76.1","" +"From 1 to 149 minutes","Greece","Percentage","Second quintile","2014","Total","Total","9.4","" +"From 150 to 299 minutes","Greece","Percentage","Second quintile","2014","Total","Total","5.2","" +"300 minutes or over","Greece","Percentage","Second quintile","2014","Total","Total","9.3","" +"Zero minutes","Spain","Percentage","Second quintile","2014","Total","Total","59.9","" +"From 1 to 149 minutes","Spain","Percentage","Second quintile","2014","Total","Total","12.4","" +"From 150 to 299 minutes","Spain","Percentage","Second quintile","2014","Total","Total","9.8","" +"300 minutes or over","Spain","Percentage","Second quintile","2014","Total","Total","17.9","" +"Zero minutes","France","Percentage","Second quintile","2014","Total","Total","57.5","" +"From 1 to 149 minutes","France","Percentage","Second quintile","2014","Total","Total","22.4","" +"From 150 to 299 minutes","France","Percentage","Second quintile","2014","Total","Total","9.5","" +"300 minutes or over","France","Percentage","Second quintile","2014","Total","Total","10.6","" +"Zero minutes","Croatia","Percentage","Second quintile","2014","Total","Total","60.6","" +"From 1 to 149 minutes","Croatia","Percentage","Second quintile","2014","Total","Total","23.4","" +"From 150 to 299 minutes","Croatia","Percentage","Second quintile","2014","Total","Total","6.9","" +"300 minutes or over","Croatia","Percentage","Second quintile","2014","Total","Total","9.1","" +"Zero minutes","Italy","Percentage","Second quintile","2014","Total","Total","70.1","" +"From 1 to 149 minutes","Italy","Percentage","Second quintile","2014","Total","Total","14.2","" +"From 150 to 299 minutes","Italy","Percentage","Second quintile","2014","Total","Total","7.2","" +"300 minutes or over","Italy","Percentage","Second quintile","2014","Total","Total","8.5","" +"Zero minutes","Cyprus","Percentage","Second quintile","2014","Total","Total","66.5","" +"From 1 to 149 minutes","Cyprus","Percentage","Second quintile","2014","Total","Total","10.7","" +"From 150 to 299 minutes","Cyprus","Percentage","Second quintile","2014","Total","Total","14.1","" +"300 minutes or over","Cyprus","Percentage","Second quintile","2014","Total","Total","8.7","" +"Zero minutes","Latvia","Percentage","Second quintile","2014","Total","Total","58.1","" +"From 1 to 149 minutes","Latvia","Percentage","Second quintile","2014","Total","Total","23.3","" +"From 150 to 299 minutes","Latvia","Percentage","Second quintile","2014","Total","Total","9.2","" +"300 minutes or over","Latvia","Percentage","Second quintile","2014","Total","Total","9.4","" +"Zero minutes","Lithuania","Percentage","Second quintile","2014","Total","Total","69.4","" +"From 1 to 149 minutes","Lithuania","Percentage","Second quintile","2014","Total","Total","14.9","" +"From 150 to 299 minutes","Lithuania","Percentage","Second quintile","2014","Total","Total","7.9","" +"300 minutes or over","Lithuania","Percentage","Second quintile","2014","Total","Total","7.7","" +"Zero minutes","Luxembourg","Percentage","Second quintile","2014","Total","Total","46.4","" +"From 1 to 149 minutes","Luxembourg","Percentage","Second quintile","2014","Total","Total","19.4","" +"From 150 to 299 minutes","Luxembourg","Percentage","Second quintile","2014","Total","Total","14.3","" +"300 minutes or over","Luxembourg","Percentage","Second quintile","2014","Total","Total","20.0","" +"Zero minutes","Hungary","Percentage","Second quintile","2014","Total","Total","47.2","" +"From 1 to 149 minutes","Hungary","Percentage","Second quintile","2014","Total","Total","27.5","" +"From 150 to 299 minutes","Hungary","Percentage","Second quintile","2014","Total","Total","9.8","" +"300 minutes or over","Hungary","Percentage","Second quintile","2014","Total","Total","15.6","" +"Zero minutes","Malta","Percentage","Second quintile","2014","Total","Total","49.7","" +"From 1 to 149 minutes","Malta","Percentage","Second quintile","2014","Total","Total","13.6","" +"From 150 to 299 minutes","Malta","Percentage","Second quintile","2014","Total","Total","16.7","" +"300 minutes or over","Malta","Percentage","Second quintile","2014","Total","Total","20.0","" +"Zero minutes","Austria","Percentage","Second quintile","2014","Total","Total","28.1","" +"From 1 to 149 minutes","Austria","Percentage","Second quintile","2014","Total","Total","25.0","" +"From 150 to 299 minutes","Austria","Percentage","Second quintile","2014","Total","Total","18.9","" +"300 minutes or over","Austria","Percentage","Second quintile","2014","Total","Total","27.9","" +"Zero minutes","Poland","Percentage","Second quintile","2014","Total","Total","61.5","" +"From 1 to 149 minutes","Poland","Percentage","Second quintile","2014","Total","Total","24.2","" +"From 150 to 299 minutes","Poland","Percentage","Second quintile","2014","Total","Total","7.1","" +"300 minutes or over","Poland","Percentage","Second quintile","2014","Total","Total","7.2","" +"Zero minutes","Portugal","Percentage","Second quintile","2014","Total","Total","69.1","" +"From 1 to 149 minutes","Portugal","Percentage","Second quintile","2014","Total","Total","16.4","" +"From 150 to 299 minutes","Portugal","Percentage","Second quintile","2014","Total","Total","8.0","" +"300 minutes or over","Portugal","Percentage","Second quintile","2014","Total","Total","6.4","" +"Zero minutes","Romania","Percentage","Second quintile","2014","Total","Total","83.2","" +"From 1 to 149 minutes","Romania","Percentage","Second quintile","2014","Total","Total","7.2","" +"From 150 to 299 minutes","Romania","Percentage","Second quintile","2014","Total","Total","5.7","" +"300 minutes or over","Romania","Percentage","Second quintile","2014","Total","Total","4.0","" +"Zero minutes","Slovenia","Percentage","Second quintile","2014","Total","Total","44.2","" +"From 1 to 149 minutes","Slovenia","Percentage","Second quintile","2014","Total","Total","23.7","" +"From 150 to 299 minutes","Slovenia","Percentage","Second quintile","2014","Total","Total","14.5","" +"300 minutes or over","Slovenia","Percentage","Second quintile","2014","Total","Total","17.6","" +"Zero minutes","Slovakia","Percentage","Second quintile","2014","Total","Total","53.0","" +"From 1 to 149 minutes","Slovakia","Percentage","Second quintile","2014","Total","Total","23.7","" +"From 150 to 299 minutes","Slovakia","Percentage","Second quintile","2014","Total","Total","11.3","" +"300 minutes or over","Slovakia","Percentage","Second quintile","2014","Total","Total","12.0","" +"Zero minutes","Finland","Percentage","Second quintile","2014","Total","Total","25.6","" +"From 1 to 149 minutes","Finland","Percentage","Second quintile","2014","Total","Total","22.8","" +"From 150 to 299 minutes","Finland","Percentage","Second quintile","2014","Total","Total","24.6","" +"300 minutes or over","Finland","Percentage","Second quintile","2014","Total","Total","26.9","" +"Zero minutes","Sweden","Percentage","Second quintile","2014","Total","Total","35.6","" +"From 1 to 149 minutes","Sweden","Percentage","Second quintile","2014","Total","Total","17.6","" +"From 150 to 299 minutes","Sweden","Percentage","Second quintile","2014","Total","Total","18.4","" +"300 minutes or over","Sweden","Percentage","Second quintile","2014","Total","Total","28.4","" +"Zero minutes","United Kingdom","Percentage","Second quintile","2014","Total","Total","49.8","" +"From 1 to 149 minutes","United Kingdom","Percentage","Second quintile","2014","Total","Total","20.4","" +"From 150 to 299 minutes","United Kingdom","Percentage","Second quintile","2014","Total","Total","13.7","" +"300 minutes or over","United Kingdom","Percentage","Second quintile","2014","Total","Total","16.1","" +"Zero minutes","Iceland","Percentage","Second quintile","2014","Total","Total","36.4","" +"From 1 to 149 minutes","Iceland","Percentage","Second quintile","2014","Total","Total","12.1","" +"From 150 to 299 minutes","Iceland","Percentage","Second quintile","2014","Total","Total","26.1","" +"300 minutes or over","Iceland","Percentage","Second quintile","2014","Total","Total","25.4","" +"Zero minutes","Norway","Percentage","Second quintile","2014","Total","Total","33.1","" +"From 1 to 149 minutes","Norway","Percentage","Second quintile","2014","Total","Total","16.4","" +"From 150 to 299 minutes","Norway","Percentage","Second quintile","2014","Total","Total","17.3","" +"300 minutes or over","Norway","Percentage","Second quintile","2014","Total","Total","33.2","" +"Zero minutes","Turkey","Percentage","Second quintile","2014","Total","Total","90.3","" +"From 1 to 149 minutes","Turkey","Percentage","Second quintile","2014","Total","Total","6.0","" +"From 150 to 299 minutes","Turkey","Percentage","Second quintile","2014","Total","Total","1.8","" +"300 minutes or over","Turkey","Percentage","Second quintile","2014","Total","Total","1.9","" diff --git a/your-project/Time_physical_income_3quintile.csv b/your-project/Time_physical_income_3quintile.csv new file mode 100644 index 0000000..fa0e734 --- /dev/null +++ b/your-project/Time_physical_income_3quintile.csv @@ -0,0 +1,121 @@ +"DURATION","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Zero minutes","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","49.2","" +"From 1 to 149 minutes","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","20.2","" +"From 150 to 299 minutes","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","14.2","" +"300 minutes or over","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","16.4","" +"Zero minutes","Bulgaria","Percentage","Third quintile","2014","Total","Total","85.0","" +"From 1 to 149 minutes","Bulgaria","Percentage","Third quintile","2014","Total","Total","7.7","" +"From 150 to 299 minutes","Bulgaria","Percentage","Third quintile","2014","Total","Total","2.9","" +"300 minutes or over","Bulgaria","Percentage","Third quintile","2014","Total","Total","4.4","" +"Zero minutes","Czechia","Percentage","Third quintile","2014","Total","Total","51.5","" +"From 1 to 149 minutes","Czechia","Percentage","Third quintile","2014","Total","Total","23.1","" +"From 150 to 299 minutes","Czechia","Percentage","Third quintile","2014","Total","Total","12.3","" +"300 minutes or over","Czechia","Percentage","Third quintile","2014","Total","Total","13.1","" +"Zero minutes","Denmark","Percentage","Third quintile","2014","Total","Total","18.2","" +"From 1 to 149 minutes","Denmark","Percentage","Third quintile","2014","Total","Total","27.7","" +"From 150 to 299 minutes","Denmark","Percentage","Third quintile","2014","Total","Total","22.7","" +"300 minutes or over","Denmark","Percentage","Third quintile","2014","Total","Total","31.3","" +"Zero minutes","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","28.9","" +"From 1 to 149 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","22.7","" +"From 150 to 299 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","21.8","" +"300 minutes or over","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","26.6","" +"Zero minutes","Estonia","Percentage","Third quintile","2014","Total","Total","52.1","" +"From 1 to 149 minutes","Estonia","Percentage","Third quintile","2014","Total","Total","24.4","" +"From 150 to 299 minutes","Estonia","Percentage","Third quintile","2014","Total","Total","10.3","" +"300 minutes or over","Estonia","Percentage","Third quintile","2014","Total","Total","13.1","" +"Zero minutes","Ireland","Percentage","Third quintile","2014","Total","Total","54.3","" +"From 1 to 149 minutes","Ireland","Percentage","Third quintile","2014","Total","Total","18.1","" +"From 150 to 299 minutes","Ireland","Percentage","Third quintile","2014","Total","Total","14.1","" +"300 minutes or over","Ireland","Percentage","Third quintile","2014","Total","Total","13.4","" +"Zero minutes","Greece","Percentage","Third quintile","2014","Total","Total","80.9","" +"From 1 to 149 minutes","Greece","Percentage","Third quintile","2014","Total","Total","6.1","" +"From 150 to 299 minutes","Greece","Percentage","Third quintile","2014","Total","Total","6.4","" +"300 minutes or over","Greece","Percentage","Third quintile","2014","Total","Total","6.6","" +"Zero minutes","Spain","Percentage","Third quintile","2014","Total","Total","52.9","" +"From 1 to 149 minutes","Spain","Percentage","Third quintile","2014","Total","Total","13.7","" +"From 150 to 299 minutes","Spain","Percentage","Third quintile","2014","Total","Total","11.7","" +"300 minutes or over","Spain","Percentage","Third quintile","2014","Total","Total","21.7","" +"Zero minutes","France","Percentage","Third quintile","2014","Total","Total","46.9","" +"From 1 to 149 minutes","France","Percentage","Third quintile","2014","Total","Total","25.0","" +"From 150 to 299 minutes","France","Percentage","Third quintile","2014","Total","Total","16.2","" +"300 minutes or over","France","Percentage","Third quintile","2014","Total","Total","11.9","" +"Zero minutes","Croatia","Percentage","Third quintile","2014","Total","Total","63.3","" +"From 1 to 149 minutes","Croatia","Percentage","Third quintile","2014","Total","Total","18.7","" +"From 150 to 299 minutes","Croatia","Percentage","Third quintile","2014","Total","Total","7.3","" +"300 minutes or over","Croatia","Percentage","Third quintile","2014","Total","Total","10.6","" +"Zero minutes","Italy","Percentage","Third quintile","2014","Total","Total","65.2","" +"From 1 to 149 minutes","Italy","Percentage","Third quintile","2014","Total","Total","18.2","" +"From 150 to 299 minutes","Italy","Percentage","Third quintile","2014","Total","Total","8.7","" +"300 minutes or over","Italy","Percentage","Third quintile","2014","Total","Total","7.9","" +"Zero minutes","Cyprus","Percentage","Third quintile","2014","Total","Total","60.1","" +"From 1 to 149 minutes","Cyprus","Percentage","Third quintile","2014","Total","Total","15.6","" +"From 150 to 299 minutes","Cyprus","Percentage","Third quintile","2014","Total","Total","15.4","" +"300 minutes or over","Cyprus","Percentage","Third quintile","2014","Total","Total","9.0","" +"Zero minutes","Latvia","Percentage","Third quintile","2014","Total","Total","54.3","" +"From 1 to 149 minutes","Latvia","Percentage","Third quintile","2014","Total","Total","23.7","" +"From 150 to 299 minutes","Latvia","Percentage","Third quintile","2014","Total","Total","10.7","" +"300 minutes or over","Latvia","Percentage","Third quintile","2014","Total","Total","11.3","" +"Zero minutes","Lithuania","Percentage","Third quintile","2014","Total","Total","67.5","" +"From 1 to 149 minutes","Lithuania","Percentage","Third quintile","2014","Total","Total","15.8","" +"From 150 to 299 minutes","Lithuania","Percentage","Third quintile","2014","Total","Total","9.7","" +"300 minutes or over","Lithuania","Percentage","Third quintile","2014","Total","Total","7.0","" +"Zero minutes","Luxembourg","Percentage","Third quintile","2014","Total","Total","38.6","" +"From 1 to 149 minutes","Luxembourg","Percentage","Third quintile","2014","Total","Total","20.3","" +"From 150 to 299 minutes","Luxembourg","Percentage","Third quintile","2014","Total","Total","19.3","" +"300 minutes or over","Luxembourg","Percentage","Third quintile","2014","Total","Total","21.9","" +"Zero minutes","Hungary","Percentage","Third quintile","2014","Total","Total","43.4","" +"From 1 to 149 minutes","Hungary","Percentage","Third quintile","2014","Total","Total","28.6","" +"From 150 to 299 minutes","Hungary","Percentage","Third quintile","2014","Total","Total","11.6","" +"300 minutes or over","Hungary","Percentage","Third quintile","2014","Total","Total","16.4","" +"Zero minutes","Malta","Percentage","Third quintile","2014","Total","Total","45.7","" +"From 1 to 149 minutes","Malta","Percentage","Third quintile","2014","Total","Total","19.1","" +"From 150 to 299 minutes","Malta","Percentage","Third quintile","2014","Total","Total","17.0","" +"300 minutes or over","Malta","Percentage","Third quintile","2014","Total","Total","18.2","" +"Zero minutes","Austria","Percentage","Third quintile","2014","Total","Total","27.1","" +"From 1 to 149 minutes","Austria","Percentage","Third quintile","2014","Total","Total","24.9","" +"From 150 to 299 minutes","Austria","Percentage","Third quintile","2014","Total","Total","20.0","" +"300 minutes or over","Austria","Percentage","Third quintile","2014","Total","Total","28.0","" +"Zero minutes","Poland","Percentage","Third quintile","2014","Total","Total","62.0","" +"From 1 to 149 minutes","Poland","Percentage","Third quintile","2014","Total","Total","21.7","" +"From 150 to 299 minutes","Poland","Percentage","Third quintile","2014","Total","Total","8.8","" +"300 minutes or over","Poland","Percentage","Third quintile","2014","Total","Total","7.4","" +"Zero minutes","Portugal","Percentage","Third quintile","2014","Total","Total","65.8","" +"From 1 to 149 minutes","Portugal","Percentage","Third quintile","2014","Total","Total","17.8","" +"From 150 to 299 minutes","Portugal","Percentage","Third quintile","2014","Total","Total","7.5","" +"300 minutes or over","Portugal","Percentage","Third quintile","2014","Total","Total","8.9","" +"Zero minutes","Romania","Percentage","Third quintile","2014","Total","Total","83.7","" +"From 1 to 149 minutes","Romania","Percentage","Third quintile","2014","Total","Total","7.8","" +"From 150 to 299 minutes","Romania","Percentage","Third quintile","2014","Total","Total","4.3","" +"300 minutes or over","Romania","Percentage","Third quintile","2014","Total","Total","4.2","" +"Zero minutes","Slovenia","Percentage","Third quintile","2014","Total","Total","34.8","" +"From 1 to 149 minutes","Slovenia","Percentage","Third quintile","2014","Total","Total","25.6","" +"From 150 to 299 minutes","Slovenia","Percentage","Third quintile","2014","Total","Total","15.9","" +"300 minutes or over","Slovenia","Percentage","Third quintile","2014","Total","Total","23.6","" +"Zero minutes","Slovakia","Percentage","Third quintile","2014","Total","Total","53.3","" +"From 1 to 149 minutes","Slovakia","Percentage","Third quintile","2014","Total","Total","23.3","" +"From 150 to 299 minutes","Slovakia","Percentage","Third quintile","2014","Total","Total","12.4","" +"300 minutes or over","Slovakia","Percentage","Third quintile","2014","Total","Total","11.1","" +"Zero minutes","Finland","Percentage","Third quintile","2014","Total","Total","23.2","" +"From 1 to 149 minutes","Finland","Percentage","Third quintile","2014","Total","Total","23.3","" +"From 150 to 299 minutes","Finland","Percentage","Third quintile","2014","Total","Total","26.4","" +"300 minutes or over","Finland","Percentage","Third quintile","2014","Total","Total","27.1","" +"Zero minutes","Sweden","Percentage","Third quintile","2014","Total","Total","25.0","" +"From 1 to 149 minutes","Sweden","Percentage","Third quintile","2014","Total","Total","22.5","" +"From 150 to 299 minutes","Sweden","Percentage","Third quintile","2014","Total","Total","24.7","" +"300 minutes or over","Sweden","Percentage","Third quintile","2014","Total","Total","27.8","" +"Zero minutes","United Kingdom","Percentage","Third quintile","2014","Total","Total","43.0","" +"From 1 to 149 minutes","United Kingdom","Percentage","Third quintile","2014","Total","Total","21.6","" +"From 150 to 299 minutes","United Kingdom","Percentage","Third quintile","2014","Total","Total","15.5","" +"300 minutes or over","United Kingdom","Percentage","Third quintile","2014","Total","Total","19.9","" +"Zero minutes","Iceland","Percentage","Third quintile","2014","Total","Total","26.7","" +"From 1 to 149 minutes","Iceland","Percentage","Third quintile","2014","Total","Total","11.3","" +"From 150 to 299 minutes","Iceland","Percentage","Third quintile","2014","Total","Total","31.7","" +"300 minutes or over","Iceland","Percentage","Third quintile","2014","Total","Total","30.3","" +"Zero minutes","Norway","Percentage","Third quintile","2014","Total","Total","24.7","" +"From 1 to 149 minutes","Norway","Percentage","Third quintile","2014","Total","Total","15.9","" +"From 150 to 299 minutes","Norway","Percentage","Third quintile","2014","Total","Total","21.2","" +"300 minutes or over","Norway","Percentage","Third quintile","2014","Total","Total","38.2","" +"Zero minutes","Turkey","Percentage","Third quintile","2014","Total","Total","87.3","" +"From 1 to 149 minutes","Turkey","Percentage","Third quintile","2014","Total","Total","7.6","" +"From 150 to 299 minutes","Turkey","Percentage","Third quintile","2014","Total","Total","2.3","" +"300 minutes or over","Turkey","Percentage","Third quintile","2014","Total","Total","2.8","" diff --git a/your-project/Time_physical_income_4quintile.csv b/your-project/Time_physical_income_4quintile.csv new file mode 100644 index 0000000..36239ec --- /dev/null +++ b/your-project/Time_physical_income_4quintile.csv @@ -0,0 +1,121 @@ +"DURATION","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Zero minutes","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","44.5","" +"From 1 to 149 minutes","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","21.8","" +"From 150 to 299 minutes","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","15.9","" +"300 minutes or over","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","17.8","" +"Zero minutes","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","82.5","" +"From 1 to 149 minutes","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","6.4","" +"From 150 to 299 minutes","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","5.2","" +"300 minutes or over","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","5.9","" +"Zero minutes","Czechia","Percentage","Fourth quintile","2014","Total","Total","45.7","" +"From 1 to 149 minutes","Czechia","Percentage","Fourth quintile","2014","Total","Total","25.0","" +"From 150 to 299 minutes","Czechia","Percentage","Fourth quintile","2014","Total","Total","16.5","" +"300 minutes or over","Czechia","Percentage","Fourth quintile","2014","Total","Total","12.7","" +"Zero minutes","Denmark","Percentage","Fourth quintile","2014","Total","Total","16.4","" +"From 1 to 149 minutes","Denmark","Percentage","Fourth quintile","2014","Total","Total","28.2","" +"From 150 to 299 minutes","Denmark","Percentage","Fourth quintile","2014","Total","Total","25.2","" +"300 minutes or over","Denmark","Percentage","Fourth quintile","2014","Total","Total","30.1","" +"Zero minutes","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","24.5","" +"From 1 to 149 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","24.4","" +"From 150 to 299 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","23.5","" +"300 minutes or over","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","27.5","" +"Zero minutes","Estonia","Percentage","Fourth quintile","2014","Total","Total","44.1","" +"From 1 to 149 minutes","Estonia","Percentage","Fourth quintile","2014","Total","Total","28.4","" +"From 150 to 299 minutes","Estonia","Percentage","Fourth quintile","2014","Total","Total","14.2","" +"300 minutes or over","Estonia","Percentage","Fourth quintile","2014","Total","Total","13.2","" +"Zero minutes","Ireland","Percentage","Fourth quintile","2014","Total","Total","53.2","" +"From 1 to 149 minutes","Ireland","Percentage","Fourth quintile","2014","Total","Total","18.7","" +"From 150 to 299 minutes","Ireland","Percentage","Fourth quintile","2014","Total","Total","15.0","" +"300 minutes or over","Ireland","Percentage","Fourth quintile","2014","Total","Total","13.1","" +"Zero minutes","Greece","Percentage","Fourth quintile","2014","Total","Total","70.5","" +"From 1 to 149 minutes","Greece","Percentage","Fourth quintile","2014","Total","Total","11.4","" +"From 150 to 299 minutes","Greece","Percentage","Fourth quintile","2014","Total","Total","9.6","" +"300 minutes or over","Greece","Percentage","Fourth quintile","2014","Total","Total","8.6","" +"Zero minutes","Spain","Percentage","Fourth quintile","2014","Total","Total","47.8","" +"From 1 to 149 minutes","Spain","Percentage","Fourth quintile","2014","Total","Total","15.0","" +"From 150 to 299 minutes","Spain","Percentage","Fourth quintile","2014","Total","Total","15.0","" +"300 minutes or over","Spain","Percentage","Fourth quintile","2014","Total","Total","22.2","" +"Zero minutes","France","Percentage","Fourth quintile","2014","Total","Total","42.6","" +"From 1 to 149 minutes","France","Percentage","Fourth quintile","2014","Total","Total","29.0","" +"From 150 to 299 minutes","France","Percentage","Fourth quintile","2014","Total","Total","15.1","" +"300 minutes or over","France","Percentage","Fourth quintile","2014","Total","Total","13.3","" +"Zero minutes","Croatia","Percentage","Fourth quintile","2014","Total","Total","56.6","" +"From 1 to 149 minutes","Croatia","Percentage","Fourth quintile","2014","Total","Total","20.0","" +"From 150 to 299 minutes","Croatia","Percentage","Fourth quintile","2014","Total","Total","9.4","" +"300 minutes or over","Croatia","Percentage","Fourth quintile","2014","Total","Total","14.0","" +"Zero minutes","Italy","Percentage","Fourth quintile","2014","Total","Total","59.0","" +"From 1 to 149 minutes","Italy","Percentage","Fourth quintile","2014","Total","Total","19.8","" +"From 150 to 299 minutes","Italy","Percentage","Fourth quintile","2014","Total","Total","11.2","" +"300 minutes or over","Italy","Percentage","Fourth quintile","2014","Total","Total","10.0","" +"Zero minutes","Cyprus","Percentage","Fourth quintile","2014","Total","Total","57.0","" +"From 1 to 149 minutes","Cyprus","Percentage","Fourth quintile","2014","Total","Total","14.8","" +"From 150 to 299 minutes","Cyprus","Percentage","Fourth quintile","2014","Total","Total","15.4","" +"300 minutes or over","Cyprus","Percentage","Fourth quintile","2014","Total","Total","12.8","" +"Zero minutes","Latvia","Percentage","Fourth quintile","2014","Total","Total","48.4","" +"From 1 to 149 minutes","Latvia","Percentage","Fourth quintile","2014","Total","Total","26.3","" +"From 150 to 299 minutes","Latvia","Percentage","Fourth quintile","2014","Total","Total","12.3","" +"300 minutes or over","Latvia","Percentage","Fourth quintile","2014","Total","Total","13.0","" +"Zero minutes","Lithuania","Percentage","Fourth quintile","2014","Total","Total","63.9","" +"From 1 to 149 minutes","Lithuania","Percentage","Fourth quintile","2014","Total","Total","17.0","" +"From 150 to 299 minutes","Lithuania","Percentage","Fourth quintile","2014","Total","Total","11.0","" +"300 minutes or over","Lithuania","Percentage","Fourth quintile","2014","Total","Total","8.0","" +"Zero minutes","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","31.6","" +"From 1 to 149 minutes","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","25.4","" +"From 150 to 299 minutes","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","23.8","" +"300 minutes or over","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","19.3","" +"Zero minutes","Hungary","Percentage","Fourth quintile","2014","Total","Total","41.6","" +"From 1 to 149 minutes","Hungary","Percentage","Fourth quintile","2014","Total","Total","27.4","" +"From 150 to 299 minutes","Hungary","Percentage","Fourth quintile","2014","Total","Total","12.5","" +"300 minutes or over","Hungary","Percentage","Fourth quintile","2014","Total","Total","18.6","" +"Zero minutes","Malta","Percentage","Fourth quintile","2014","Total","Total","39.2","" +"From 1 to 149 minutes","Malta","Percentage","Fourth quintile","2014","Total","Total","20.2","" +"From 150 to 299 minutes","Malta","Percentage","Fourth quintile","2014","Total","Total","16.1","" +"300 minutes or over","Malta","Percentage","Fourth quintile","2014","Total","Total","24.5","" +"Zero minutes","Austria","Percentage","Fourth quintile","2014","Total","Total","22.0","" +"From 1 to 149 minutes","Austria","Percentage","Fourth quintile","2014","Total","Total","23.8","" +"From 150 to 299 minutes","Austria","Percentage","Fourth quintile","2014","Total","Total","24.0","" +"300 minutes or over","Austria","Percentage","Fourth quintile","2014","Total","Total","30.2","" +"Zero minutes","Poland","Percentage","Fourth quintile","2014","Total","Total","59.5","" +"From 1 to 149 minutes","Poland","Percentage","Fourth quintile","2014","Total","Total","24.2","" +"From 150 to 299 minutes","Poland","Percentage","Fourth quintile","2014","Total","Total","8.6","" +"300 minutes or over","Poland","Percentage","Fourth quintile","2014","Total","Total","7.7","" +"Zero minutes","Portugal","Percentage","Fourth quintile","2014","Total","Total","58.0","" +"From 1 to 149 minutes","Portugal","Percentage","Fourth quintile","2014","Total","Total","21.8","" +"From 150 to 299 minutes","Portugal","Percentage","Fourth quintile","2014","Total","Total","10.0","" +"300 minutes or over","Portugal","Percentage","Fourth quintile","2014","Total","Total","10.2","" +"Zero minutes","Romania","Percentage","Fourth quintile","2014","Total","Total","84.9","" +"From 1 to 149 minutes","Romania","Percentage","Fourth quintile","2014","Total","Total","7.0","" +"From 150 to 299 minutes","Romania","Percentage","Fourth quintile","2014","Total","Total","3.8","" +"300 minutes or over","Romania","Percentage","Fourth quintile","2014","Total","Total","4.3","" +"Zero minutes","Slovenia","Percentage","Fourth quintile","2014","Total","Total","26.9","" +"From 1 to 149 minutes","Slovenia","Percentage","Fourth quintile","2014","Total","Total","24.4","" +"From 150 to 299 minutes","Slovenia","Percentage","Fourth quintile","2014","Total","Total","21.4","" +"300 minutes or over","Slovenia","Percentage","Fourth quintile","2014","Total","Total","27.3","" +"Zero minutes","Slovakia","Percentage","Fourth quintile","2014","Total","Total","43.5","" +"From 1 to 149 minutes","Slovakia","Percentage","Fourth quintile","2014","Total","Total","21.7","" +"From 150 to 299 minutes","Slovakia","Percentage","Fourth quintile","2014","Total","Total","16.4","" +"300 minutes or over","Slovakia","Percentage","Fourth quintile","2014","Total","Total","18.5","" +"Zero minutes","Finland","Percentage","Fourth quintile","2014","Total","Total","19.9","" +"From 1 to 149 minutes","Finland","Percentage","Fourth quintile","2014","Total","Total","23.2","" +"From 150 to 299 minutes","Finland","Percentage","Fourth quintile","2014","Total","Total","27.2","" +"300 minutes or over","Finland","Percentage","Fourth quintile","2014","Total","Total","29.7","" +"Zero minutes","Sweden","Percentage","Fourth quintile","2014","Total","Total","20.9","" +"From 1 to 149 minutes","Sweden","Percentage","Fourth quintile","2014","Total","Total","23.7","" +"From 150 to 299 minutes","Sweden","Percentage","Fourth quintile","2014","Total","Total","26.0","" +"300 minutes or over","Sweden","Percentage","Fourth quintile","2014","Total","Total","29.3","" +"Zero minutes","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","35.0","" +"From 1 to 149 minutes","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","23.6","" +"From 150 to 299 minutes","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","18.4","" +"300 minutes or over","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","23.0","" +"Zero minutes","Iceland","Percentage","Fourth quintile","2014","Total","Total","23.5","" +"From 1 to 149 minutes","Iceland","Percentage","Fourth quintile","2014","Total","Total","9.9","" +"From 150 to 299 minutes","Iceland","Percentage","Fourth quintile","2014","Total","Total","33.8","" +"300 minutes or over","Iceland","Percentage","Fourth quintile","2014","Total","Total","32.8","" +"Zero minutes","Norway","Percentage","Fourth quintile","2014","Total","Total","22.5","" +"From 1 to 149 minutes","Norway","Percentage","Fourth quintile","2014","Total","Total","18.5","" +"From 150 to 299 minutes","Norway","Percentage","Fourth quintile","2014","Total","Total","24.9","" +"300 minutes or over","Norway","Percentage","Fourth quintile","2014","Total","Total","34.1","" +"Zero minutes","Turkey","Percentage","Fourth quintile","2014","Total","Total","85.9","" +"From 1 to 149 minutes","Turkey","Percentage","Fourth quintile","2014","Total","Total","8.5","" +"From 150 to 299 minutes","Turkey","Percentage","Fourth quintile","2014","Total","Total","2.8","" +"300 minutes or over","Turkey","Percentage","Fourth quintile","2014","Total","Total","2.8","" diff --git a/your-project/Time_physical_income_5quintile.csv b/your-project/Time_physical_income_5quintile.csv new file mode 100644 index 0000000..c492fad --- /dev/null +++ b/your-project/Time_physical_income_5quintile.csv @@ -0,0 +1,121 @@ +"DURATION","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Zero minutes","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","38.8","" +"From 1 to 149 minutes","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","22.9","" +"From 150 to 299 minutes","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","18.5","" +"300 minutes or over","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","19.7","" +"Zero minutes","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","74.1","" +"From 1 to 149 minutes","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","9.1","" +"From 150 to 299 minutes","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","8.8","" +"300 minutes or over","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","8.1","" +"Zero minutes","Czechia","Percentage","Fifth quintile","2014","Total","Total","35.8","" +"From 1 to 149 minutes","Czechia","Percentage","Fifth quintile","2014","Total","Total","25.9","" +"From 150 to 299 minutes","Czechia","Percentage","Fifth quintile","2014","Total","Total","20.5","" +"300 minutes or over","Czechia","Percentage","Fifth quintile","2014","Total","Total","17.8","" +"Zero minutes","Denmark","Percentage","Fifth quintile","2014","Total","Total","13.2","" +"From 1 to 149 minutes","Denmark","Percentage","Fifth quintile","2014","Total","Total","26.6","" +"From 150 to 299 minutes","Denmark","Percentage","Fifth quintile","2014","Total","Total","29.3","" +"300 minutes or over","Denmark","Percentage","Fifth quintile","2014","Total","Total","30.9","" +"Zero minutes","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","20.1","" +"From 1 to 149 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","24.0","" +"From 150 to 299 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","26.9","" +"300 minutes or over","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","29.0","" +"Zero minutes","Estonia","Percentage","Fifth quintile","2014","Total","Total","32.7","" +"From 1 to 149 minutes","Estonia","Percentage","Fifth quintile","2014","Total","Total","32.9","" +"From 150 to 299 minutes","Estonia","Percentage","Fifth quintile","2014","Total","Total","18.6","" +"300 minutes or over","Estonia","Percentage","Fifth quintile","2014","Total","Total","15.7","" +"Zero minutes","Ireland","Percentage","Fifth quintile","2014","Total","Total","48.7","" +"From 1 to 149 minutes","Ireland","Percentage","Fifth quintile","2014","Total","Total","20.0","" +"From 150 to 299 minutes","Ireland","Percentage","Fifth quintile","2014","Total","Total","17.5","" +"300 minutes or over","Ireland","Percentage","Fifth quintile","2014","Total","Total","13.7","" +"Zero minutes","Greece","Percentage","Fifth quintile","2014","Total","Total","64.6","" +"From 1 to 149 minutes","Greece","Percentage","Fifth quintile","2014","Total","Total","11.5","" +"From 150 to 299 minutes","Greece","Percentage","Fifth quintile","2014","Total","Total","12.1","" +"300 minutes or over","Greece","Percentage","Fifth quintile","2014","Total","Total","11.8","" +"Zero minutes","Spain","Percentage","Fifth quintile","2014","Total","Total","38.0","" +"From 1 to 149 minutes","Spain","Percentage","Fifth quintile","2014","Total","Total","19.4","" +"From 150 to 299 minutes","Spain","Percentage","Fifth quintile","2014","Total","Total","17.3","" +"300 minutes or over","Spain","Percentage","Fifth quintile","2014","Total","Total","25.2","" +"Zero minutes","France","Percentage","Fifth quintile","2014","Total","Total","34.2","" +"From 1 to 149 minutes","France","Percentage","Fifth quintile","2014","Total","Total","33.6","" +"From 150 to 299 minutes","France","Percentage","Fifth quintile","2014","Total","Total","18.0","" +"300 minutes or over","France","Percentage","Fifth quintile","2014","Total","Total","14.2","" +"Zero minutes","Croatia","Percentage","Fifth quintile","2014","Total","Total","50.6","" +"From 1 to 149 minutes","Croatia","Percentage","Fifth quintile","2014","Total","Total","22.3","" +"From 150 to 299 minutes","Croatia","Percentage","Fifth quintile","2014","Total","Total","13.2","" +"300 minutes or over","Croatia","Percentage","Fifth quintile","2014","Total","Total","13.9","" +"Zero minutes","Italy","Percentage","Fifth quintile","2014","Total","Total","57.0","" +"From 1 to 149 minutes","Italy","Percentage","Fifth quintile","2014","Total","Total","19.6","" +"From 150 to 299 minutes","Italy","Percentage","Fifth quintile","2014","Total","Total","13.1","" +"300 minutes or over","Italy","Percentage","Fifth quintile","2014","Total","Total","10.3","" +"Zero minutes","Cyprus","Percentage","Fifth quintile","2014","Total","Total","47.8","" +"From 1 to 149 minutes","Cyprus","Percentage","Fifth quintile","2014","Total","Total","19.1","" +"From 150 to 299 minutes","Cyprus","Percentage","Fifth quintile","2014","Total","Total","20.7","" +"300 minutes or over","Cyprus","Percentage","Fifth quintile","2014","Total","Total","12.4","" +"Zero minutes","Latvia","Percentage","Fifth quintile","2014","Total","Total","38.3","" +"From 1 to 149 minutes","Latvia","Percentage","Fifth quintile","2014","Total","Total","29.2","" +"From 150 to 299 minutes","Latvia","Percentage","Fifth quintile","2014","Total","Total","17.2","" +"300 minutes or over","Latvia","Percentage","Fifth quintile","2014","Total","Total","15.2","" +"Zero minutes","Lithuania","Percentage","Fifth quintile","2014","Total","Total","57.7","" +"From 1 to 149 minutes","Lithuania","Percentage","Fifth quintile","2014","Total","Total","15.2","" +"From 150 to 299 minutes","Lithuania","Percentage","Fifth quintile","2014","Total","Total","15.5","" +"300 minutes or over","Lithuania","Percentage","Fifth quintile","2014","Total","Total","11.7","" +"Zero minutes","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","21.1","" +"From 1 to 149 minutes","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","25.6","" +"From 150 to 299 minutes","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","30.5","" +"300 minutes or over","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","22.9","" +"Zero minutes","Hungary","Percentage","Fifth quintile","2014","Total","Total","32.4","" +"From 1 to 149 minutes","Hungary","Percentage","Fifth quintile","2014","Total","Total","31.1","" +"From 150 to 299 minutes","Hungary","Percentage","Fifth quintile","2014","Total","Total","16.8","" +"300 minutes or over","Hungary","Percentage","Fifth quintile","2014","Total","Total","19.6","" +"Zero minutes","Malta","Percentage","Fifth quintile","2014","Total","Total","38.8","" +"From 1 to 149 minutes","Malta","Percentage","Fifth quintile","2014","Total","Total","22.6","" +"From 150 to 299 minutes","Malta","Percentage","Fifth quintile","2014","Total","Total","14.8","" +"300 minutes or over","Malta","Percentage","Fifth quintile","2014","Total","Total","23.8","" +"Zero minutes","Austria","Percentage","Fifth quintile","2014","Total","Total","17.7","" +"From 1 to 149 minutes","Austria","Percentage","Fifth quintile","2014","Total","Total","24.3","" +"From 150 to 299 minutes","Austria","Percentage","Fifth quintile","2014","Total","Total","22.5","" +"300 minutes or over","Austria","Percentage","Fifth quintile","2014","Total","Total","35.6","" +"Zero minutes","Poland","Percentage","Fifth quintile","2014","Total","Total","54.7","" +"From 1 to 149 minutes","Poland","Percentage","Fifth quintile","2014","Total","Total","23.5","" +"From 150 to 299 minutes","Poland","Percentage","Fifth quintile","2014","Total","Total","12.2","" +"300 minutes or over","Poland","Percentage","Fifth quintile","2014","Total","Total","9.7","" +"Zero minutes","Portugal","Percentage","Fifth quintile","2014","Total","Total","51.1","" +"From 1 to 149 minutes","Portugal","Percentage","Fifth quintile","2014","Total","Total","22.2","" +"From 150 to 299 minutes","Portugal","Percentage","Fifth quintile","2014","Total","Total","13.3","" +"300 minutes or over","Portugal","Percentage","Fifth quintile","2014","Total","Total","13.4","" +"Zero minutes","Romania","Percentage","Fifth quintile","2014","Total","Total","86.6","" +"From 1 to 149 minutes","Romania","Percentage","Fifth quintile","2014","Total","Total","5.4","" +"From 150 to 299 minutes","Romania","Percentage","Fifth quintile","2014","Total","Total","4.8","" +"300 minutes or over","Romania","Percentage","Fifth quintile","2014","Total","Total","3.2","" +"Zero minutes","Slovenia","Percentage","Fifth quintile","2014","Total","Total","20.1","" +"From 1 to 149 minutes","Slovenia","Percentage","Fifth quintile","2014","Total","Total","24.5","" +"From 150 to 299 minutes","Slovenia","Percentage","Fifth quintile","2014","Total","Total","21.8","" +"300 minutes or over","Slovenia","Percentage","Fifth quintile","2014","Total","Total","33.5","" +"Zero minutes","Slovakia","Percentage","Fifth quintile","2014","Total","Total","38.8","" +"From 1 to 149 minutes","Slovakia","Percentage","Fifth quintile","2014","Total","Total","21.8","" +"From 150 to 299 minutes","Slovakia","Percentage","Fifth quintile","2014","Total","Total","19.0","" +"300 minutes or over","Slovakia","Percentage","Fifth quintile","2014","Total","Total","20.3","" +"Zero minutes","Finland","Percentage","Fifth quintile","2014","Total","Total","17.4","" +"From 1 to 149 minutes","Finland","Percentage","Fifth quintile","2014","Total","Total","20.2","" +"From 150 to 299 minutes","Finland","Percentage","Fifth quintile","2014","Total","Total","30.6","" +"300 minutes or over","Finland","Percentage","Fifth quintile","2014","Total","Total","31.9","" +"Zero minutes","Sweden","Percentage","Fifth quintile","2014","Total","Total","20.6","" +"From 1 to 149 minutes","Sweden","Percentage","Fifth quintile","2014","Total","Total","22.3","" +"From 150 to 299 minutes","Sweden","Percentage","Fifth quintile","2014","Total","Total","27.7","" +"300 minutes or over","Sweden","Percentage","Fifth quintile","2014","Total","Total","29.4","" +"Zero minutes","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","25.6","" +"From 1 to 149 minutes","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","25.1","" +"From 150 to 299 minutes","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","21.1","" +"300 minutes or over","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","28.3","" +"Zero minutes","Iceland","Percentage","Fifth quintile","2014","Total","Total","21.1","" +"From 1 to 149 minutes","Iceland","Percentage","Fifth quintile","2014","Total","Total","9.8","" +"From 150 to 299 minutes","Iceland","Percentage","Fifth quintile","2014","Total","Total","34.7","" +"300 minutes or over","Iceland","Percentage","Fifth quintile","2014","Total","Total","34.4","" +"Zero minutes","Norway","Percentage","Fifth quintile","2014","Total","Total","18.0","" +"From 1 to 149 minutes","Norway","Percentage","Fifth quintile","2014","Total","Total","16.2","" +"From 150 to 299 minutes","Norway","Percentage","Fifth quintile","2014","Total","Total","24.1","" +"300 minutes or over","Norway","Percentage","Fifth quintile","2014","Total","Total","41.8","" +"Zero minutes","Turkey","Percentage","Fifth quintile","2014","Total","Total","82.0","" +"From 1 to 149 minutes","Turkey","Percentage","Fifth quintile","2014","Total","Total","9.9","" +"From 150 to 299 minutes","Turkey","Percentage","Fifth quintile","2014","Total","Total","4.1","" +"300 minutes or over","Turkey","Percentage","Fifth quintile","2014","Total","Total","4.0","" diff --git a/your-project/Time_physical_income_tquintile.csv b/your-project/Time_physical_income_tquintile.csv new file mode 100644 index 0000000..40a7693 --- /dev/null +++ b/your-project/Time_physical_income_tquintile.csv @@ -0,0 +1,121 @@ +"DURATION","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Zero minutes","European Union - 28 countries","Percentage","Total","2014","Total","Total","48.8","" +"Zero minutes","Bulgaria","Percentage","Total","2014","Total","Total","82.7","" +"Zero minutes","Czechia","Percentage","Total","2014","Total","Total","47.4","" +"Zero minutes","Denmark","Percentage","Total","2014","Total","Total","18.7","" +"Zero minutes","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","28.8","" +"Zero minutes","Estonia","Percentage","Total","2014","Total","Total","52.3","" +"Zero minutes","Ireland","Percentage","Total","2014","Total","Total","52.5","" +"Zero minutes","Greece","Percentage","Total","2014","Total","Total","74.1","" +"Zero minutes","Spain","Percentage","Total","2014","Total","Total","51.0","" +"Zero minutes","France","Percentage","Total","2014","Total","Total","49.0","" +"Zero minutes","Croatia","Percentage","Total","2014","Total","Total","58.6","" +"Zero minutes","Italy","Percentage","Total","2014","Total","Total","65.0","" +"Zero minutes","Cyprus","Percentage","Total","2014","Total","Total","60.2","" +"Zero minutes","Latvia","Percentage","Total","2014","Total","Total","51.4","" +"Zero minutes","Lithuania","Percentage","Total","2014","Total","Total","63.7","" +"Zero minutes","Luxembourg","Percentage","Total","2014","Total","Total","36.5","" +"Zero minutes","Hungary","Percentage","Total","2014","Total","Total","43.4","" +"Zero minutes","Malta","Percentage","Total","2014","Total","Total","47.3","" +"Zero minutes","Austria","Percentage","Total","2014","Total","Total","25.1","" +"Zero minutes","Poland","Percentage","Total","2014","Total","Total","58.8","" +"Zero minutes","Portugal","Percentage","Total","2014","Total","Total","62.8","" +"Zero minutes","Romania","Percentage","Total","2014","Total","Total","84.4","" +"Zero minutes","Slovenia","Percentage","Total","2014","Total","Total","39.1","" +"Zero minutes","Slovakia","Percentage","Total","2014","Total","Total","47.7","" +"Zero minutes","Finland","Percentage","Total","2014","Total","Total","23.0","" +"Zero minutes","Sweden","Percentage","Total","2014","Total","Total","24.6","" +"Zero minutes","United Kingdom","Percentage","Total","2014","Total","Total","41.2","" +"Zero minutes","Iceland","Percentage","Total","2014","Total","Total","28.0","" +"Zero minutes","Norway","Percentage","Total","2014","Total","Total","26.9","" +"Zero minutes","Turkey","Percentage","Total","2014","Total","Total","88.2","" +"From 1 to 149 minutes","European Union - 28 countries","Percentage","Total","2014","Total","Total","20.4","" +"From 1 to 149 minutes","Bulgaria","Percentage","Total","2014","Total","Total","7.3","" +"From 1 to 149 minutes","Czechia","Percentage","Total","2014","Total","Total","24.2","" +"From 1 to 149 minutes","Denmark","Percentage","Total","2014","Total","Total","26.7","" +"From 1 to 149 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","22.9","" +"From 1 to 149 minutes","Estonia","Percentage","Total","2014","Total","Total","24.5","" +"From 1 to 149 minutes","Ireland","Percentage","Total","2014","Total","Total","18.5","" +"From 1 to 149 minutes","Greece","Percentage","Total","2014","Total","Total","9.2","" +"From 1 to 149 minutes","Spain","Percentage","Total","2014","Total","Total","15.0","" +"From 1 to 149 minutes","France","Percentage","Total","2014","Total","Total","26.0","" +"From 1 to 149 minutes","Croatia","Percentage","Total","2014","Total","Total","22.0","" +"From 1 to 149 minutes","Italy","Percentage","Total","2014","Total","Total","16.8","" +"From 1 to 149 minutes","Cyprus","Percentage","Total","2014","Total","Total","14.6","" +"From 1 to 149 minutes","Latvia","Percentage","Total","2014","Total","Total","25.3","" +"From 1 to 149 minutes","Lithuania","Percentage","Total","2014","Total","Total","16.6","" +"From 1 to 149 minutes","Luxembourg","Percentage","Total","2014","Total","Total","21.9","" +"From 1 to 149 minutes","Hungary","Percentage","Total","2014","Total","Total","27.9","" +"From 1 to 149 minutes","Malta","Percentage","Total","2014","Total","Total","17.7","" +"From 1 to 149 minutes","Austria","Percentage","Total","2014","Total","Total","24.6","" +"From 1 to 149 minutes","Poland","Percentage","Total","2014","Total","Total","24.1","" +"From 1 to 149 minutes","Portugal","Percentage","Total","2014","Total","Total","18.8","" +"From 1 to 149 minutes","Romania","Percentage","Total","2014","Total","Total","7.0","" +"From 1 to 149 minutes","Slovenia","Percentage","Total","2014","Total","Total","23.0","" +"From 1 to 149 minutes","Slovakia","Percentage","Total","2014","Total","Total","22.9","" +"From 1 to 149 minutes","Finland","Percentage","Total","2014","Total","Total","22.4","" +"From 1 to 149 minutes","Sweden","Percentage","Total","2014","Total","Total","21.3","" +"From 1 to 149 minutes","United Kingdom","Percentage","Total","2014","Total","Total","21.8","" +"From 1 to 149 minutes","Iceland","Percentage","Total","2014","Total","Total","11.2","" +"From 1 to 149 minutes","Norway","Percentage","Total","2014","Total","Total","16.2","" +"From 1 to 149 minutes","Turkey","Percentage","Total","2014","Total","Total","7.1","" +"From 150 to 299 minutes","European Union - 28 countries","Percentage","Total","2014","Total","Total","14.2","" +"From 150 to 299 minutes","Bulgaria","Percentage","Total","2014","Total","Total","4.5","" +"From 150 to 299 minutes","Czechia","Percentage","Total","2014","Total","Total","14.3","" +"From 150 to 299 minutes","Denmark","Percentage","Total","2014","Total","Total","23.6","" +"From 150 to 299 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","21.8","" +"From 150 to 299 minutes","Estonia","Percentage","Total","2014","Total","Total","11.1","" +"From 150 to 299 minutes","Ireland","Percentage","Total","2014","Total","Total","14.6","" +"From 150 to 299 minutes","Greece","Percentage","Total","2014","Total","Total","7.6","" +"From 150 to 299 minutes","Spain","Percentage","Total","2014","Total","Total","12.9","" +"From 150 to 299 minutes","France","Percentage","Total","2014","Total","Total","13.3","" +"From 150 to 299 minutes","Croatia","Percentage","Total","2014","Total","Total","8.8","" +"From 150 to 299 minutes","Italy","Percentage","Total","2014","Total","Total","9.4","" +"From 150 to 299 minutes","Cyprus","Percentage","Total","2014","Total","Total","14.8","" +"From 150 to 299 minutes","Latvia","Percentage","Total","2014","Total","Total","11.5","" +"From 150 to 299 minutes","Lithuania","Percentage","Total","2014","Total","Total","10.8","" +"From 150 to 299 minutes","Luxembourg","Percentage","Total","2014","Total","Total","19.7","" +"From 150 to 299 minutes","Hungary","Percentage","Total","2014","Total","Total","11.8","" +"From 150 to 299 minutes","Malta","Percentage","Total","2014","Total","Total","15.5","" +"From 150 to 299 minutes","Austria","Percentage","Total","2014","Total","Total","21.0","" +"From 150 to 299 minutes","Poland","Percentage","Total","2014","Total","Total","9.0","" +"From 150 to 299 minutes","Portugal","Percentage","Total","2014","Total","Total","9.2","" +"From 150 to 299 minutes","Romania","Percentage","Total","2014","Total","Total","4.6","" +"From 150 to 299 minutes","Slovenia","Percentage","Total","2014","Total","Total","15.5","" +"From 150 to 299 minutes","Slovakia","Percentage","Total","2014","Total","Total","14.0","" +"From 150 to 299 minutes","Finland","Percentage","Total","2014","Total","Total","26.4","" +"From 150 to 299 minutes","Sweden","Percentage","Total","2014","Total","Total","23.4","" +"From 150 to 299 minutes","United Kingdom","Percentage","Total","2014","Total","Total","16.3","" +"From 150 to 299 minutes","Iceland","Percentage","Total","2014","Total","Total","30.6","" +"From 150 to 299 minutes","Norway","Percentage","Total","2014","Total","Total","20.8","" +"From 150 to 299 minutes","Turkey","Percentage","Total","2014","Total","Total","2.2","" +"300 minutes or over","European Union - 28 countries","Percentage","Total","2014","Total","Total","16.6","" +"300 minutes or over","Bulgaria","Percentage","Total","2014","Total","Total","5.5","" +"300 minutes or over","Czechia","Percentage","Total","2014","Total","Total","14.1","" +"300 minutes or over","Denmark","Percentage","Total","2014","Total","Total","31.0","" +"300 minutes or over","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","26.4","" +"300 minutes or over","Estonia","Percentage","Total","2014","Total","Total","12.1","" +"300 minutes or over","Ireland","Percentage","Total","2014","Total","Total","14.5","" +"300 minutes or over","Greece","Percentage","Total","2014","Total","Total","9.1","" +"300 minutes or over","Spain","Percentage","Total","2014","Total","Total","21.1","" +"300 minutes or over","France","Percentage","Total","2014","Total","Total","11.7","" +"300 minutes or over","Croatia","Percentage","Total","2014","Total","Total","10.6","" +"300 minutes or over","Italy","Percentage","Total","2014","Total","Total","8.9","" +"300 minutes or over","Cyprus","Percentage","Total","2014","Total","Total","10.4","" +"300 minutes or over","Latvia","Percentage","Total","2014","Total","Total","11.8","" +"300 minutes or over","Lithuania","Percentage","Total","2014","Total","Total","8.9","" +"300 minutes or over","Luxembourg","Percentage","Total","2014","Total","Total","21.9","" +"300 minutes or over","Hungary","Percentage","Total","2014","Total","Total","16.8","" +"300 minutes or over","Malta","Percentage","Total","2014","Total","Total","19.4","" +"300 minutes or over","Austria","Percentage","Total","2014","Total","Total","29.4","" +"300 minutes or over","Poland","Percentage","Total","2014","Total","Total","8.1","" +"300 minutes or over","Portugal","Percentage","Total","2014","Total","Total","9.3","" +"300 minutes or over","Romania","Percentage","Total","2014","Total","Total","4.0","" +"300 minutes or over","Slovenia","Percentage","Total","2014","Total","Total","22.4","" +"300 minutes or over","Slovakia","Percentage","Total","2014","Total","Total","15.4","" +"300 minutes or over","Finland","Percentage","Total","2014","Total","Total","28.2","" +"300 minutes or over","Sweden","Percentage","Total","2014","Total","Total","30.7","" +"300 minutes or over","United Kingdom","Percentage","Total","2014","Total","Total","20.7","" +"300 minutes or over","Iceland","Percentage","Total","2014","Total","Total","30.2","" +"300 minutes or over","Norway","Percentage","Total","2014","Total","Total","36.1","" +"300 minutes or over","Turkey","Percentage","Total","2014","Total","Total","2.4","" diff --git a/your-project/Untitled.ipynb b/your-project/Untitled.ipynb new file mode 100644 index 0000000..1f26906 --- /dev/null +++ b/your-project/Untitled.ipynb @@ -0,0 +1,6794 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The code" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import geopandas\n", + "import shapely\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 90, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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N_PORTIONGEOValue
600 portionsAustria31.8
30 portionsBelgium16.1
60 portionsBulgaria58.6
330 portionsCroatia27.5
390 portionsCyprus32.6
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N_PORTIONGEOValue
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30 portionsBelgium16.1
60 portionsBulgaria58.6
330 portionsCroatia27.5
390 portionsCyprus32.6
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FREQUENCGEOUNITQUANTILETIMESEXAGEValueFlag and Footnotes
0Every dayEuropean Union - 28 countriesPercentageTotal2014TotalTotal9.2e
1Every weekEuropean Union - 28 countriesPercentageTotal2014TotalTotal29.6e
2Every monthEuropean Union - 28 countriesPercentageTotal2014TotalTotal23.1e
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FREQUENCGEOValue
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1Every weekEuropean Union29.6
2Every monthEuropean Union23.1
3Less than once a monthEuropean Union14.2
4Never or not in the last 12 monthsEuropean Union23.9
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FREQUENCGEOValue
90Every dayAustria6.2
5Every dayBelgium14.2
10Every dayBulgaria8.9
50Every dayCroatia9.1
60Every dayCyprus4.2
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TIMEGEOINDIC_ILAGESEXValueFlag and Footnotes
02014European Union - 28 countriesInequality of income distribution (income quin...TotalTotal5.2NaN
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22014BulgariaInequality of income distribution (income quin...TotalTotal6.8NaN
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GEOValue
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32North Macedonia7.2
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DURATIONGEOUNITQUANTILETIMESEXAGEValueFlag and Footnotes
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1Zero minutesBulgariaPercentageTotal2014TotalTotal82.7NaN
2Zero minutesCzechiaPercentageTotal2014TotalTotal47.4NaN
3Zero minutesDenmarkPercentageTotal2014TotalTotal18.7NaN
4Zero minutesGermany (until 1990 former territory of the FRG)PercentageTotal2014TotalTotal28.8NaN
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DURATIONGEOValue
0Zero minutesEuropean Union - 28 countries48.8
1Zero minutesBulgaria82.7
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3Zero minutesDenmark18.7
4Zero minutesGermany (until 1990 former territory of the FRG)28.8
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2Every monthEuropean UnionPercentageFirst quintile2014TotalTotal22.2e
3Less than once a monthEuropean UnionPercentageFirst quintile2014TotalTotal15.2e
4Never or not in the last 12 monthsEuropean UnionPercentageFirst quintile2014TotalTotal32.4e
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT \\\n", + "0 Every day European Union Percentage \n", + "1 Every week European Union Percentage \n", + "2 Every month European Union Percentage \n", + "3 Less than once a month European Union Percentage \n", + "4 Never or not in the last 12 months European Union Percentage \n", + "\n", + " QUANTILE TIME SEX AGE Value Flag and Footnotes \n", + "0 First quintile 2014 Total Total 7.7 e \n", + "1 First quintile 2014 Total Total 22.4 e \n", + "2 First quintile 2014 Total Total 22.2 e \n", + "3 First quintile 2014 Total Total 15.2 e \n", + "4 First quintile 2014 Total Total 32.4 e " + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_1q = alcohool_1q.replace(\"European Union - 28 countries\", \"European Union\")\n", + "alcohool_1q = alcohool_1q.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "alcohool_1q.head(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_1q = alcohool_1q.drop(columns=['QUANTILE', 'SEX', \"UNIT\", \"AGE\", \"Flag and Footnotes\", \"TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOValue
90Every dayAustria4.3
5Every dayBelgium10.6
10Every dayBulgaria8.7
50Every dayCroatia6.7
60Every dayCyprus3.1
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" + ], + "text/plain": [ + " FREQUENC GEO Value\n", + "90 Every day Austria 4.3\n", + "5 Every day Belgium 10.6\n", + "10 Every day Bulgaria 8.7\n", + "50 Every day Croatia 6.7\n", + "60 Every day Cyprus 3.1" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_1q = alcohool_1q.sort_values(by=[\"FREQUENC\", \"GEO\"])\n", + "alcohool_1q.head(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOUNITQUANTILETIMESEXAGEValueFlag and Footnotes
0Every dayEuropean Union - 28 countriesPercentageFifth quintile2014TotalTotal10.8e
1Every weekEuropean Union - 28 countriesPercentageFifth quintile2014TotalTotal39.1e
2Every monthEuropean Union - 28 countriesPercentageFifth quintile2014TotalTotal23.2e
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT QUANTILE \\\n", + "0 Every day European Union - 28 countries Percentage Fifth quintile \n", + "1 Every week European Union - 28 countries Percentage Fifth quintile \n", + "2 Every month European Union - 28 countries Percentage Fifth quintile \n", + "\n", + " TIME SEX AGE Value Flag and Footnotes \n", + "0 2014 Total Total 10.8 e \n", + "1 2014 Total Total 39.1 e \n", + "2 2014 Total Total 23.2 e " + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_5q = pd.read_csv(\"Frequency_alcohol_5quintile.csv\")\n", + "alcohool_5q.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['Every day', 'Every week', 'Every month', 'Less than once a month',\n", + " 'Never or not in the last 12 months'], dtype=object)" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_5q = alcohool_5q.replace(\"European Union - 28 countries\", \"European Union\")\n", + "alcohool_5q = alcohool_5q.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "alcohool_5q.FREQUENC.unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_5q = alcohool_5q.drop(columns=['QUANTILE', 'SEX', \"UNIT\", \"AGE\", \"Flag and Footnotes\", \"TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOValue
129Never or not in the last 12 monthsSweden4.8
149Never or not in the last 12 monthsTurkey76.6
134Never or not in the last 12 monthsUnited Kingdom6.3
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" + ], + "text/plain": [ + " FREQUENC GEO Value\n", + "129 Never or not in the last 12 months Sweden 4.8\n", + "149 Never or not in the last 12 months Turkey 76.6\n", + "134 Never or not in the last 12 months United Kingdom 6.3" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_5q = alcohool_5q.sort_values(by=[\"FREQUENC\", \"GEO\"])\n", + "alcohool_5q.tail(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "# alcohoolism = alcohool_total.drop(columns=['QUANTILE', 'SEX', \"UNIT\", \"AGE\", \"Flag and Footnotes\", \"TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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TIMEGEOUNITSEXAGEICD10ValueFlag and Footnotes
02014DenmarkRateTotalTotalMental and behavioural disorders due to use of...11.49NaN
12014SloveniaRateTotalTotalMental and behavioural disorders due to use of...9.67NaN
22014LatviaRateTotalTotalMental and behavioural disorders due to use of...6.79NaN
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" + ], + "text/plain": [ + " TIME GEO UNIT SEX AGE \\\n", + "0 2014 Denmark Rate Total Total \n", + "1 2014 Slovenia Rate Total Total \n", + "2 2014 Latvia Rate Total Total \n", + "\n", + " ICD10 Value Flag and Footnotes \n", + "0 Mental and behavioural disorders due to use of... 11.49 NaN \n", + "1 Mental and behavioural disorders due to use of... 9.67 NaN \n", + "2 Mental and behavioural disorders due to use of... 6.79 NaN " + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_death = pd.read_csv(\"hlth_cd_asdr2_1_Data.csv\")\n", + "alcohool_death.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_death = alcohool_death.drop(columns=['ICD10', 'SEX', \"UNIT\", \"AGE\", \"Flag and Footnotes\", \"TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOValue
0Denmark11.49
1Slovenia9.67
2Latvia6.79
3Germany5.83
4Austria5.39
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" + ], + "text/plain": [ + " GEO Value\n", + "0 Denmark 11.49\n", + "1 Slovenia 9.67\n", + "2 Latvia 6.79\n", + "3 Germany 5.83\n", + "4 Austria 5.39" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "alcohool_death = alcohool_death.replace(\"European Union - 28 countries\", \"European Union\")\n", + "alcohool_death = alcohool_death.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "alcohool_death.head()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOUNITTIMEISCED11SEXAGEValueFlag and Footnotes
0At least once a weekEuropean Union - 28 countriesPercentage2014All ISCED 2011 levelsTotalTotal5.5e
1At least once a weekBelgiumPercentage2014All ISCED 2011 levelsTotalTotal8.5u
2At least once a weekBulgariaPercentage2014All ISCED 2011 levelsTotalTotal2.1NaN
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT TIME \\\n", + "0 At least once a week European Union - 28 countries Percentage 2014 \n", + "1 At least once a week Belgium Percentage 2014 \n", + "2 At least once a week Bulgaria Percentage 2014 \n", + "\n", + " ISCED11 SEX AGE Value Flag and Footnotes \n", + "0 All ISCED 2011 levels Total Total 5.5 e \n", + "1 All ISCED 2011 levels Total Total 8.5 u \n", + "2 All ISCED 2011 levels Total Total 2.1 NaN " + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_heavy = pd.read_csv(\"hlth_ehis_al3e_1_Data.csv\")\n", + "alcohool_heavy.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOUNITTIMEISCED11SEXAGEValueFlag and Footnotes
0At least once a weekEuropean UnionPercentage2014All ISCED 2011 levelsTotalTotal5.5e
1At least once a weekBelgiumPercentage2014All ISCED 2011 levelsTotalTotal8.5u
2At least once a weekBulgariaPercentage2014All ISCED 2011 levelsTotalTotal2.1NaN
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT TIME \\\n", + "0 At least once a week European Union Percentage 2014 \n", + "1 At least once a week Belgium Percentage 2014 \n", + "2 At least once a week Bulgaria Percentage 2014 \n", + "\n", + " ISCED11 SEX AGE Value Flag and Footnotes \n", + "0 All ISCED 2011 levels Total Total 5.5 e \n", + "1 All ISCED 2011 levels Total Total 8.5 u \n", + "2 All ISCED 2011 levels Total Total 2.1 NaN " + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_heavy = alcohool_heavy.replace(\"European Union - 28 countries\", \"European Union\")\n", + "alcohool_heavy = alcohool_heavy.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "alcohool_heavy.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_heavy = alcohool_heavy.drop(columns=['UNIT', 'TIME', \"ISCED11\", \"SEX\", \"AGE\", \"Flag and Footnotes\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOBinge-Drink(%)
0At least once a weekEuropean Union5.5
1At least once a weekBelgium8.5
2At least once a weekBulgaria2.1
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" + ], + "text/plain": [ + " FREQUENC GEO Binge-Drink(%)\n", + "0 At least once a week European Union 5.5\n", + "1 At least once a week Belgium 8.5\n", + "2 At least once a week Bulgaria 2.1" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_heavy = alcohool_heavy.rename(columns={\"Value\": \"Binge-Drink(%)\"})\n", + "\n", + "alcohool_heavy.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Variable Type Data/Info\n", + "-----------------------------------------------\n", + "alcohool_1q DataFrame <...>n\\n[150 rows x 3 columns]\n", + "alcohool_5q DataFrame <...>n\\n[150 rows x 3 columns]\n", + "alcohool_death DataFrame GEO Value<...>34 Liechtenstein :\n", + "alcohool_heavy DataFrame FREQUENC <...> Turkey 2.9\n", + "alcohool_total DataFrame <...>n\\n[150 rows x 3 columns]\n", + "geo_geo DataFrame city <...>[12959 rows x 11 columns]\n", + "green_daily_total DataFrame N_PORTION <...>\\n\\n[96 rows x 3 columns]\n", + "green_food_total DataFrame N_PORTION <...>\\n\\n[96 rows x 3 columns]\n", + "minutes_physical_total DataFrame DURATION <...>n\\n[120 rows x 3 columns]\n", + "quintile_share DataFrame GEO Valu<...>9 Iceland 3.1\n" + ] + } + ], + "source": [ + "%whos DataFrame" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "quintile_share = quintile_share.rename(columns={\"Value\": \"Quintile Share\"})" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOAlcohol Deaths
0Denmark11.49
1Slovenia9.67
2Latvia6.79
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" + ], + "text/plain": [ + " GEO Alcohol Deaths\n", + "0 Denmark 11.49\n", + "1 Slovenia 9.67\n", + "2 Latvia 6.79" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_death = alcohool_death.rename(columns={\"Value\": \"Alcohol Deaths\"})\n", + "alcohool_death.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(35, 3)" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country = quintile_share.merge(alcohool_death, on = \"GEO\", how=\"left\")\n", + "alcohol_country.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol Deaths
0Serbia9.43.79
1Turkey8.30.05
2North Macedonia7.2NaN
\n", + "
" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths\n", + "0 Serbia 9.4 3.79\n", + "1 Turkey 8.3 0.05\n", + "2 North Macedonia 7.2 NaN" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(30, 3)" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_everyday = alcohool_total.loc[alcohool_total['FREQUENC'] == 'Every day']\n", + "alcohool_everyday = alcohool_everyday.rename(columns={\"Value\": \"Alcohol Everyday (%)\"})\n", + "alcohool_everyday.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_everyday = alcohool_everyday.drop(columns=\"FREQUENC\")" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOAlcohol Everyday (%)
90Austria6.2
5Belgium14.2
10Bulgaria8.9
\n", + "
" + ], + "text/plain": [ + " GEO Alcohol Everyday (%)\n", + "90 Austria 6.2\n", + "5 Belgium 14.2\n", + "10 Bulgaria 8.9" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_everyday.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "alcohol_country = alcohol_country.merge(alcohool_everyday, on = \"GEO\", how= \"left\")" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "GEO object\n", + "Quintile Share float64\n", + "Alcohol Deaths float64\n", + "Alcohol Everyday (%) float64\n", + "dtype: object" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country = alcohol_country.astype({'Alcohol Deaths': 'float64'})\n", + "alcohol_country.dtypes" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "#sns.pairplot(data=alcohol_country, kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOAlcohol Month Bottom (%)
127Every monthSweden24.7
147Every monthTurkey8.1
132Every monthUnited Kingdom14.7
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" + ], + "text/plain": [ + " FREQUENC GEO Alcohol Month Bottom (%)\n", + "127 Every month Sweden 24.7\n", + "147 Every month Turkey 8.1\n", + "132 Every month United Kingdom 14.7" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_everyday5q = alcohool_5q.loc[alcohool_5q['FREQUENC'] == 'Every day']\n", + "alcohool_everyday5q = alcohool_everyday5q.rename(columns={\"Value\": \"Alcohol Everyday Bottom (%)\"})\n", + "\n", + "alcohool_everymonth5q = alcohool_5q.loc[alcohool_5q['FREQUENC'] == 'Every month']\n", + "alcohool_everymonth5q = alcohool_everymonth5q.rename(columns={\"Value\": \"Alcohol Month Bottom (%)\"})\n", + "\n", + "alcohool_everymonth5q.tail(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_everyday1q = alcohool_1q.loc[alcohool_1q['FREQUENC'] == 'Every day']\n", + "alcohool_everyday1q = alcohool_everyday1q.rename(columns={\"Value\": \"Alcohol Everyday Top (%)\"})\n", + "\n", + "alcohool_everymonth1q = alcohool_1q.loc[alcohool_1q['FREQUENC'] == 'Every month']\n", + "alcohool_everymonth1q = alcohool_everymonth1q.rename(columns={\"Value\": \"Alcohol Month Top (%)\"})" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOBinge-Drink Monthly(%)
30Every monthEuropean Union14.4
31Every monthBelgium19.0
32Every monthBulgaria15.0
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" + ], + "text/plain": [ + " FREQUENC GEO Binge-Drink Monthly(%)\n", + "30 Every month European Union 14.4\n", + "31 Every month Belgium 19.0\n", + "32 Every month Bulgaria 15.0" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_heavy_month = alcohool_heavy.loc[alcohool_heavy['FREQUENC'] == 'Every month']\n", + "alcohool_heavy_month = alcohool_heavy_month.rename(columns={\"Binge-Drink(%)\": \"Binge-Drink Monthly(%)\"})\n", + "alcohool_heavy_month.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_everyday1q = alcohool_everyday1q.drop(columns=\"FREQUENC\")\n", + "alcohool_everymonth1q = alcohool_everymonth1q.drop(columns=\"FREQUENC\")\n", + "\n", + "alcohool_everyday5q = alcohool_everyday5q.drop(columns=\"FREQUENC\")\n", + "alcohool_everymonth5q = alcohool_everymonth5q.drop(columns=\"FREQUENC\")\n", + "\n", + "alcohool_heavy_month = alcohool_heavy_month.drop(columns=\"FREQUENC\")" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOAlcohol Month Bottom (%)
92Austria30.3
7Belgium22.2
12Bulgaria31.1
52Croatia22.9
62Cyprus27.1
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" + ], + "text/plain": [ + " GEO Alcohol Month Bottom (%)\n", + "92 Austria 30.3\n", + "7 Belgium 22.2\n", + "12 Bulgaria 31.1\n", + "52 Croatia 22.9\n", + "62 Cyprus 27.1" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_everymonth5q.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)
0Serbia9.43.79NaNNaN
1Turkey8.30.050.50.4
2North Macedonia7.2NaNNaNNaN
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) \n", + "0 NaN \n", + "1 0.4 \n", + "2 NaN " + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country.merge(alcohool_everyday1q, on = \"GEO\", how = \"left\")\n", + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)
0Serbia9.43.79NaNNaNNaN
1Turkey8.30.050.50.40.7
2North Macedonia7.2NaNNaNNaNNaN
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN " + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country2.merge(alcohool_everyday5q, on = \"GEO\", how = \"left\")\n", + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)
0Serbia9.43.79NaNNaNNaNNaN
1Turkey8.30.050.50.40.73.3
2North Macedonia7.2NaNNaNNaNNaNNaN
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN \n", + "\n", + " Alcohol Month Top (%) \n", + "0 NaN \n", + "1 3.3 \n", + "2 NaN " + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country2.merge(alcohool_everymonth1q, on = \"GEO\", how = \"left\")\n", + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)
0Serbia9.43.79NaNNaNNaNNaNNaN
1Turkey8.30.050.50.40.73.38.1
2North Macedonia7.2NaNNaNNaNNaNNaNNaN
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) \n", + "0 NaN NaN \n", + "1 3.3 8.1 \n", + "2 NaN NaN " + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country2.merge(alcohool_everymonth5q, on = \"GEO\", how = \"left\")\n", + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [], + "source": [ + "alcohol_country2 = alcohol_country2.merge(alcohool_heavy_month, on = \"GEO\", how = \"left\")" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [], + "source": [ + "alcohol_country2.loc[alcohol_country2['GEO'] == 'France', 'Binge-Drink Monthly(%)'] = 31.2\n", + "alcohol_country2.loc[alcohol_country2['GEO'] == 'Netherlands', 'Binge-Drink Monthly(%)'] = 27.4\n", + "alcohol_country2.loc[alcohol_country2['GEO'] == 'Switzerland', 'Binge-Drink Monthly(%)'] = 35.6\n", + "alcohol_country2.loc[alcohol_country2['GEO'] == 'Serbia', 'Binge-Drink Monthly(%)'] = 29.0\n", + "# France, Netherlands and consumption from WHO 2016 and refers to the last 30 days best proxy we found 29.0\n", + "#alcohol_country2.head(35)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [], + "source": [ + "maxi =alcohol_country2[\"Quintile Share\"].max()\n", + "mini=alcohol_country2[\"Quintile Share\"].min()\n", + "#alcohol_country2[\"Quintile Share(%)\"] = alcohol_country2[\"Quintile Share\"].map(lambda x : ((x-mini)/(maxi-mini))*100)\n", + "#alcohol_country2" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Quintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
Quintile Share1.000000-0.3424390.0455330.0591630.047031-0.473491-0.235752-0.418503
Alcohol Deaths-0.3424391.0000000.0227240.123859-0.0088940.1953380.1219170.404939
Alcohol Everyday (%)0.0455330.0227241.0000000.9572580.964392-0.439602-0.538016-0.277603
Alcohol Everyday Top (%)0.0591630.1238590.9572581.0000000.860741-0.431497-0.452762-0.214168
Alcohol Everyday Bottom (%)0.047031-0.0088940.9643920.8607411.000000-0.394128-0.594476-0.249151
Alcohol Month Top (%)-0.4734910.195338-0.439602-0.431497-0.3941281.0000000.7717920.762949
Alcohol Month Bottom (%)-0.2357520.121917-0.538016-0.452762-0.5944760.7717921.0000000.486697
Binge-Drink Monthly(%)-0.4185030.404939-0.277603-0.214168-0.2491510.7629490.4866971.000000
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" + ], + "text/plain": [ + " Quintile Share Alcohol Deaths \\\n", + "Quintile Share 1.000000 -0.342439 \n", + "Alcohol Deaths -0.342439 1.000000 \n", + "Alcohol Everyday (%) 0.045533 0.022724 \n", + "Alcohol Everyday Top (%) 0.059163 0.123859 \n", + "Alcohol Everyday Bottom (%) 0.047031 -0.008894 \n", + "Alcohol Month Top (%) -0.473491 0.195338 \n", + "Alcohol Month Bottom (%) -0.235752 0.121917 \n", + "Binge-Drink Monthly(%) -0.418503 0.404939 \n", + "\n", + " Alcohol Everyday (%) Alcohol Everyday Top (%) \\\n", + "Quintile Share 0.045533 0.059163 \n", + "Alcohol Deaths 0.022724 0.123859 \n", + "Alcohol Everyday (%) 1.000000 0.957258 \n", + "Alcohol Everyday Top (%) 0.957258 1.000000 \n", + "Alcohol Everyday Bottom (%) 0.964392 0.860741 \n", + "Alcohol Month Top (%) -0.439602 -0.431497 \n", + "Alcohol Month Bottom (%) -0.538016 -0.452762 \n", + "Binge-Drink Monthly(%) -0.277603 -0.214168 \n", + "\n", + " Alcohol Everyday Bottom (%) \\\n", + "Quintile Share 0.047031 \n", + "Alcohol Deaths -0.008894 \n", + "Alcohol Everyday (%) 0.964392 \n", + "Alcohol Everyday Top (%) 0.860741 \n", + "Alcohol Everyday Bottom (%) 1.000000 \n", + "Alcohol Month Top (%) -0.394128 \n", + "Alcohol Month Bottom (%) -0.594476 \n", + "Binge-Drink Monthly(%) -0.249151 \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) \\\n", + "Quintile Share -0.473491 -0.235752 \n", + "Alcohol Deaths 0.195338 0.121917 \n", + "Alcohol Everyday (%) -0.439602 -0.538016 \n", + "Alcohol Everyday Top (%) -0.431497 -0.452762 \n", + "Alcohol Everyday Bottom (%) -0.394128 -0.594476 \n", + "Alcohol Month Top (%) 1.000000 0.771792 \n", + "Alcohol Month Bottom (%) 0.771792 1.000000 \n", + "Binge-Drink Monthly(%) 0.762949 0.486697 \n", + "\n", + " Binge-Drink Monthly(%) \n", + "Quintile Share -0.418503 \n", + "Alcohol Deaths 0.404939 \n", + "Alcohol Everyday (%) -0.277603 \n", + "Alcohol Everyday Top (%) -0.214168 \n", + "Alcohol Everyday Bottom (%) -0.249151 \n", + "Alcohol Month Top (%) 0.762949 \n", + "Alcohol Month Bottom (%) 0.486697 \n", + "Binge-Drink Monthly(%) 1.000000 " + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#sns.pairplot(data=alcohol_country2, kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n", + "alcohol_country2 = alcohol_country2.sort_values(by=[\"Quintile Share\"], ascending = False)\n", + "alcohol_country2.dropna().corr()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
0Serbia9.43.79NaNNaNNaNNaNNaN29.0
1Turkey8.30.050.50.40.73.38.12.9
2North Macedonia7.2NaNNaNNaNNaNNaNNaNNaN
3Romania7.21.443.86.12.324.532.524.3
4Bulgaria6.80.348.98.79.520.431.115.0
5Spain6.80.5915.311.218.418.519.56.7
6Estonia6.54.512.02.52.526.037.018.1
7Greece6.50.126.96.78.224.028.88.9
8Latvia6.56.791.42.20.926.641.218.3
9Portugal6.20.8324.223.122.512.217.67.7
10Lithuania6.10.910.60.70.634.948.217.4
11Italy5.80.3214.110.516.119.420.95.6
12Cyprus5.40.734.23.14.620.927.14.5
13European Union5.22.829.27.710.822.223.214.4
14Croatia5.15.299.16.711.017.522.99.1
15United Kingdom5.11.307.55.89.916.414.712.4
16Germany5.15.839.38.011.825.221.023.7
18Poland4.93.551.81.62.327.334.214.6
17Ireland4.90.322.02.11.927.126.118.9
19Luxembourg4.44.899.68.513.023.618.323.3
20Switzerland4.42.78NaNNaNNaNNaNNaN35.6
21France4.34.06NaNNaNNaNNaNNaN31.2
22Hungary4.33.727.38.24.314.930.16.2
23Sweden4.22.382.71.24.225.924.716.2
24Austria4.15.396.24.37.631.830.316.3
25Denmark4.111.4911.312.910.528.626.527.9
26Malta4.00.397.48.45.620.527.511.8
27Slovakia3.92.973.13.43.127.635.311.4
28Netherlands3.82.60NaNNaNNaNNaNNaN27.4
29Belgium3.83.5214.210.616.416.122.219.0
30Slovenia3.79.677.79.65.820.931.015.7
31Finland3.64.152.72.63.528.827.622.9
32Czechia3.51.159.56.911.227.825.812.8
33Norway3.43.312.11.52.848.145.541.7
34Iceland3.10.350.60.80.232.543.123.6
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "3 Romania 7.2 1.44 3.8 \n", + "4 Bulgaria 6.8 0.34 8.9 \n", + "5 Spain 6.8 0.59 15.3 \n", + "6 Estonia 6.5 4.51 2.0 \n", + "7 Greece 6.5 0.12 6.9 \n", + "8 Latvia 6.5 6.79 1.4 \n", + "9 Portugal 6.2 0.83 24.2 \n", + "10 Lithuania 6.1 0.91 0.6 \n", + "11 Italy 5.8 0.32 14.1 \n", + "12 Cyprus 5.4 0.73 4.2 \n", + "13 European Union 5.2 2.82 9.2 \n", + "14 Croatia 5.1 5.29 9.1 \n", + "15 United Kingdom 5.1 1.30 7.5 \n", + "16 Germany 5.1 5.83 9.3 \n", + "18 Poland 4.9 3.55 1.8 \n", + "17 Ireland 4.9 0.32 2.0 \n", + "19 Luxembourg 4.4 4.89 9.6 \n", + "20 Switzerland 4.4 2.78 NaN \n", + "21 France 4.3 4.06 NaN \n", + "22 Hungary 4.3 3.72 7.3 \n", + "23 Sweden 4.2 2.38 2.7 \n", + "24 Austria 4.1 5.39 6.2 \n", + "25 Denmark 4.1 11.49 11.3 \n", + "26 Malta 4.0 0.39 7.4 \n", + "27 Slovakia 3.9 2.97 3.1 \n", + "28 Netherlands 3.8 2.60 NaN \n", + "29 Belgium 3.8 3.52 14.2 \n", + "30 Slovenia 3.7 9.67 7.7 \n", + "31 Finland 3.6 4.15 2.7 \n", + "32 Czechia 3.5 1.15 9.5 \n", + "33 Norway 3.4 3.31 2.1 \n", + "34 Iceland 3.1 0.35 0.6 \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN \n", + "3 6.1 2.3 \n", + "4 8.7 9.5 \n", + "5 11.2 18.4 \n", + "6 2.5 2.5 \n", + "7 6.7 8.2 \n", + "8 2.2 0.9 \n", + "9 23.1 22.5 \n", + "10 0.7 0.6 \n", + "11 10.5 16.1 \n", + "12 3.1 4.6 \n", + "13 7.7 10.8 \n", + "14 6.7 11.0 \n", + "15 5.8 9.9 \n", + "16 8.0 11.8 \n", + "18 1.6 2.3 \n", + "17 2.1 1.9 \n", + "19 8.5 13.0 \n", + "20 NaN NaN \n", + "21 NaN NaN \n", + "22 8.2 4.3 \n", + "23 1.2 4.2 \n", + "24 4.3 7.6 \n", + "25 12.9 10.5 \n", + "26 8.4 5.6 \n", + "27 3.4 3.1 \n", + "28 NaN NaN \n", + "29 10.6 16.4 \n", + "30 9.6 5.8 \n", + "31 2.6 3.5 \n", + "32 6.9 11.2 \n", + "33 1.5 2.8 \n", + "34 0.8 0.2 \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%) \n", + "0 NaN NaN 29.0 \n", + "1 3.3 8.1 2.9 \n", + "2 NaN NaN NaN \n", + "3 24.5 32.5 24.3 \n", + "4 20.4 31.1 15.0 \n", + "5 18.5 19.5 6.7 \n", + "6 26.0 37.0 18.1 \n", + "7 24.0 28.8 8.9 \n", + "8 26.6 41.2 18.3 \n", + "9 12.2 17.6 7.7 \n", + "10 34.9 48.2 17.4 \n", + "11 19.4 20.9 5.6 \n", + "12 20.9 27.1 4.5 \n", + "13 22.2 23.2 14.4 \n", + "14 17.5 22.9 9.1 \n", + "15 16.4 14.7 12.4 \n", + "16 25.2 21.0 23.7 \n", + "18 27.3 34.2 14.6 \n", + "17 27.1 26.1 18.9 \n", + "19 23.6 18.3 23.3 \n", + "20 NaN NaN 35.6 \n", + "21 NaN NaN 31.2 \n", + "22 14.9 30.1 6.2 \n", + "23 25.9 24.7 16.2 \n", + "24 31.8 30.3 16.3 \n", + "25 28.6 26.5 27.9 \n", + "26 20.5 27.5 11.8 \n", + "27 27.6 35.3 11.4 \n", + "28 NaN NaN 27.4 \n", + "29 16.1 22.2 19.0 \n", + "30 20.9 31.0 15.7 \n", + "31 28.8 27.6 22.9 \n", + "32 27.8 25.8 12.8 \n", + "33 48.1 45.5 41.7 \n", + "34 32.5 43.1 23.6 " + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#sns.pairplot(data=alcohol_country2, kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n", + "alcohol_country2.head(37)" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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GEOQuintile ShareAlcohol DeathsAlcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
2North Macedonia7.2NaNNaNNaNNaNNaNNaN
3Romania7.21.446.12.324.532.524.3
4Bulgaria6.80.348.79.520.431.115.0
5Spain6.80.5911.218.418.519.56.7
6Estonia6.54.512.52.526.037.018.1
7Greece6.50.126.78.224.028.88.9
8Latvia6.56.792.20.926.641.218.3
10Lithuania6.10.910.70.634.948.217.4
11Italy5.80.3210.516.119.420.95.6
12Cyprus5.40.733.14.620.927.14.5
13European Union5.22.827.710.822.223.214.4
14Croatia5.15.296.711.017.522.99.1
15United Kingdom5.11.305.89.916.414.712.4
16Germany5.15.838.011.825.221.023.7
18Poland4.93.551.62.327.334.214.6
17Ireland4.90.322.11.927.126.118.9
19Luxembourg4.44.898.513.023.618.323.3
20Switzerland4.42.78NaNNaNNaNNaN35.6
21France4.34.06NaNNaNNaNNaN31.2
22Hungary4.33.728.24.314.930.16.2
23Sweden4.22.381.24.225.924.716.2
24Austria4.15.394.37.631.830.316.3
25Denmark4.111.4912.910.528.626.527.9
26Malta4.00.398.45.620.527.511.8
27Slovakia3.92.973.43.127.635.311.4
28Netherlands3.82.60NaNNaNNaNNaN27.4
29Belgium3.83.5210.616.416.122.219.0
30Slovenia3.79.679.65.820.931.015.7
31Finland3.64.152.63.528.827.622.9
32Czechia3.51.156.911.227.825.812.8
34Iceland3.10.350.80.232.543.123.6
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
2North Macedonia7.2NaNNaNNaNNaNNaNNaN
3Romania7.21.446.12.324.532.524.3
4Bulgaria6.80.348.79.520.431.115.0
5Spain6.80.5911.218.418.519.56.7
6Estonia6.54.512.52.526.037.018.1
7Greece6.50.126.78.224.028.88.9
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday Top (%) \\\n", + "2 North Macedonia 7.2 NaN NaN \n", + "3 Romania 7.2 1.44 6.1 \n", + "4 Bulgaria 6.8 0.34 8.7 \n", + "5 Spain 6.8 0.59 11.2 \n", + "6 Estonia 6.5 4.51 2.5 \n", + "7 Greece 6.5 0.12 6.7 \n", + "\n", + " Alcohol Everyday Bottom (%) Alcohol Month Top (%) \\\n", + "2 NaN NaN \n", + "3 2.3 24.5 \n", + "4 9.5 20.4 \n", + "5 18.4 18.5 \n", + "6 2.5 26.0 \n", + "7 8.2 24.0 \n", + "\n", + " Alcohol Month Bottom (%) Binge-Drink Monthly(%) \n", + "2 NaN NaN \n", + "3 32.5 24.3 \n", + "4 31.1 15.0 \n", + "5 19.5 6.7 \n", + "6 37.0 18.1 \n", + "7 28.8 8.9 " + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country3.head(6)" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\numpy\\lib\\histograms.py:824: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\numpy\\lib\\histograms.py:825: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "alcohol_country3 = alcohol_country3.sort_values(by=[\"Quintile Share\"], ascending = False)\n", + "alcohol_country2 = alcohol_country2.sort_values(by=[\"Quintile Share\"], ascending = False)\n", + "#sns.pairplot(data=alcohol_country3.dropna().head(7), kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n", + "sns.pairplot(data=alcohol_country3)#, kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n", + "\n", + "#alcohol_country3.shape#(6)" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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Quintile ShareAlcohol DeathsAlcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
Quintile Share1.000000-0.2660750.0202660.045074-0.1570650.100774-0.274276
Alcohol Deaths-0.2660751.0000000.2624910.0266400.0900750.0056760.339952
Alcohol Everyday Top (%)0.0202660.2624911.0000000.806580-0.598354-0.594104-0.107653
Alcohol Everyday Bottom (%)0.0450740.0266400.8065801.000000-0.547251-0.772350-0.225697
Alcohol Month Top (%)-0.1570650.090075-0.598354-0.5472511.0000000.6328080.539901
Alcohol Month Bottom (%)0.1007740.005676-0.594104-0.7723500.6328081.0000000.202695
Binge-Drink Monthly(%)-0.2742760.339952-0.107653-0.2256970.5399010.2026951.000000
\n", + "
" + ], + "text/plain": [ + " Quintile Share Alcohol Deaths \\\n", + "Quintile Share 1.000000 -0.266075 \n", + "Alcohol Deaths -0.266075 1.000000 \n", + "Alcohol Everyday Top (%) 0.020266 0.262491 \n", + "Alcohol Everyday Bottom (%) 0.045074 0.026640 \n", + "Alcohol Month Top (%) -0.157065 0.090075 \n", + "Alcohol Month Bottom (%) 0.100774 0.005676 \n", + "Binge-Drink Monthly(%) -0.274276 0.339952 \n", + "\n", + " Alcohol Everyday Top (%) \\\n", + "Quintile Share 0.020266 \n", + "Alcohol Deaths 0.262491 \n", + "Alcohol Everyday Top (%) 1.000000 \n", + "Alcohol Everyday Bottom (%) 0.806580 \n", + "Alcohol Month Top (%) -0.598354 \n", + "Alcohol Month Bottom (%) -0.594104 \n", + "Binge-Drink Monthly(%) -0.107653 \n", + "\n", + " Alcohol Everyday Bottom (%) \\\n", + "Quintile Share 0.045074 \n", + "Alcohol Deaths 0.026640 \n", + "Alcohol Everyday Top (%) 0.806580 \n", + "Alcohol Everyday Bottom (%) 1.000000 \n", + "Alcohol Month Top (%) -0.547251 \n", + "Alcohol Month Bottom (%) -0.772350 \n", + "Binge-Drink Monthly(%) -0.225697 \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) \\\n", + "Quintile Share -0.157065 0.100774 \n", + "Alcohol Deaths 0.090075 0.005676 \n", + "Alcohol Everyday Top (%) -0.598354 -0.594104 \n", + "Alcohol Everyday Bottom (%) -0.547251 -0.772350 \n", + "Alcohol Month Top (%) 1.000000 0.632808 \n", + "Alcohol Month Bottom (%) 0.632808 1.000000 \n", + "Binge-Drink Monthly(%) 0.539901 0.202695 \n", + "\n", + " Binge-Drink Monthly(%) \n", + "Quintile Share -0.274276 \n", + "Alcohol Deaths 0.339952 \n", + "Alcohol Everyday Top (%) -0.107653 \n", + "Alcohol Everyday Bottom (%) -0.225697 \n", + "Alcohol Month Top (%) 0.539901 \n", + "Alcohol Month Bottom (%) 0.202695 \n", + "Binge-Drink Monthly(%) 1.000000 " + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country3.corr()" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(27, 8)" + ] + }, + "execution_count": 67, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country3.dropna().shape" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "6.7 6.966666666666668 5.6499999999999995 6.233333333333334\n" + ] + }, + { + "data": { + "image/png": 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\n", 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" + ], + "text/plain": [ + " Country geometry\n", + "21 Norway POLYGON ((31.10104220259763 69.55810108805622,..." + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "eu_map = europe.drop(columns=[\"continent\",\"pop_est\",\"iso_a3\",\"gdp_md_est\"])\n", + "eu_map.head(1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CountrygeometryQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
0NorwayPOLYGON ((31.10104220259763 69.55810108805622,...3.43.312.11.52.848.145.541.7
1FrancePOLYGON ((6.186320428094177 49.46380280211451,...4.34.06NaNNaNNaNNaNNaN31.2
2SwedenPOLYGON ((11.02736860519687 58.85614940045936,...4.22.382.71.24.225.924.716.2
3BelarusPOLYGON ((28.17670942557794 56.16912995057879,...NaNNaNNaNNaNNaNNaNNaNNaN
4UkrainePOLYGON ((31.78599244755525 52.1016775699397, ...NaNNaNNaNNaNNaNNaNNaNNaN
5PolandPOLYGON ((23.48412763844985 53.91249766704114,...4.93.551.81.62.327.334.214.6
6AustriaPOLYGON ((16.97966678230404 48.12349701597631,...4.15.396.24.37.631.830.316.3
7HungaryPOLYGON ((22.08560835133486 48.42226430927179,...4.33.727.38.24.314.930.16.2
8MoldovaPOLYGON ((26.6193367855978 48.22072622333347, ...NaNNaNNaNNaNNaNNaNNaNNaN
9RomaniaPOLYGON ((28.23355350109904 45.48828318946829,...7.21.443.86.12.324.532.524.3
10LithuaniaPOLYGON ((26.49433149588376 55.61510691997763,...6.10.910.60.70.634.948.217.4
11LatviaPOLYGON ((27.28818484875151 57.47452830670383,...6.56.791.42.20.926.641.218.3
12EstoniaPOLYGON ((27.98112685700099 59.47537333432527,...6.54.512.02.52.526.037.018.1
13GermanyPOLYGON ((14.11968631354256 53.75702912049104,...5.15.839.38.011.825.221.023.7
14BulgariaPOLYGON ((22.65714969248299 44.23492300066128,...6.80.348.98.79.520.431.115.0
15Greece(POLYGON ((26.2900028826017 35.29999034274793,...6.50.126.96.78.224.028.88.9
16AlbaniaPOLYGON ((21.0200403174764 40.84272695572588, ...NaNNaNNaNNaNNaNNaNNaNNaN
17CroatiaPOLYGON ((16.56480838386486 46.50375092221983,...5.15.299.16.711.017.522.99.1
18SwitzerlandPOLYGON ((9.59422610844635 47.52505809182027, ...4.42.78NaNNaNNaNNaNNaN35.6
19LuxembourgPOLYGON ((6.043073357781111 50.12805166279423,...4.44.899.68.513.023.618.323.3
20BelgiumPOLYGON ((6.15665815595878 50.80372101501058, ...3.83.5214.210.616.416.122.219.0
21NetherlandsPOLYGON ((6.905139601274129 53.48216217713065,...3.82.60NaNNaNNaNNaNNaN27.4
22PortugalPOLYGON ((-9.034817674180246 41.88057058365968...6.20.8324.223.122.512.217.67.7
23SpainPOLYGON ((-7.453725551778092 37.09778758396607...6.80.5915.311.218.418.519.56.7
24IrelandPOLYGON ((-6.197884894220991 53.86756500916336...4.90.322.02.11.927.126.118.9
25Italy(POLYGON ((10.44270145024663 46.89354625099743...5.80.3214.110.516.119.420.95.6
26Denmark(POLYGON ((9.921906365609118 54.98310415304803...4.111.4911.312.910.528.626.527.9
27United Kingdom(POLYGON ((-6.197884894220991 53.8675650091633...5.11.307.55.89.916.414.712.4
28IcelandPOLYGON ((-14.50869544112923 66.45589223903143...3.10.350.60.80.232.543.123.6
29SloveniaPOLYGON ((13.80647545742153 46.50930613869122,...3.79.677.79.65.820.931.015.7
30FinlandPOLYGON ((28.59192955904319 69.06477692328666,...3.64.152.72.63.528.827.622.9
31SlovakiaPOLYGON ((22.55813764821175 49.08573802346714,...3.92.973.13.43.127.635.311.4
32CzechiaPOLYGON ((15.01699588385867 51.10667409932158,...3.51.159.56.911.227.825.812.8
33Bosnia and Herz.POLYGON ((18.55999999999995 42.64999999999998,...NaNNaNNaNNaNNaNNaNNaNNaN
34MacedoniaPOLYGON ((22.38052575042459 42.32025950781509,...NaNNaNNaNNaNNaNNaNNaNNaN
35SerbiaPOLYGON ((18.82982479287395 45.90887235802528,...9.43.79NaNNaNNaNNaNNaN29.0
36MontenegroPOLYGON ((20.07070000000004 42.58863000000008,...NaNNaNNaNNaNNaNNaNNaNNaN
37KosovoPOLYGON ((20.59024654668023 41.85540891928363,...NaNNaNNaNNaNNaNNaNNaNNaN
\n", + "
" + ], + "text/plain": [ + " Country geometry \\\n", + "0 Norway POLYGON ((31.10104220259763 69.55810108805622,... \n", + "1 France POLYGON ((6.186320428094177 49.46380280211451,... \n", + "2 Sweden POLYGON ((11.02736860519687 58.85614940045936,... \n", + "3 Belarus POLYGON ((28.17670942557794 56.16912995057879,... \n", + "4 Ukraine POLYGON ((31.78599244755525 52.1016775699397, ... \n", + "5 Poland POLYGON ((23.48412763844985 53.91249766704114,... \n", + "6 Austria POLYGON ((16.97966678230404 48.12349701597631,... \n", + "7 Hungary POLYGON ((22.08560835133486 48.42226430927179,... \n", + "8 Moldova POLYGON ((26.6193367855978 48.22072622333347, ... \n", + "9 Romania POLYGON ((28.23355350109904 45.48828318946829,... \n", + "10 Lithuania POLYGON ((26.49433149588376 55.61510691997763,... \n", + "11 Latvia POLYGON ((27.28818484875151 57.47452830670383,... \n", + "12 Estonia POLYGON ((27.98112685700099 59.47537333432527,... \n", + "13 Germany POLYGON ((14.11968631354256 53.75702912049104,... \n", + "14 Bulgaria POLYGON ((22.65714969248299 44.23492300066128,... \n", + "15 Greece (POLYGON ((26.2900028826017 35.29999034274793,... \n", + "16 Albania POLYGON ((21.0200403174764 40.84272695572588, ... \n", + "17 Croatia POLYGON ((16.56480838386486 46.50375092221983,... \n", + "18 Switzerland POLYGON ((9.59422610844635 47.52505809182027, ... \n", + "19 Luxembourg POLYGON ((6.043073357781111 50.12805166279423,... \n", + "20 Belgium POLYGON ((6.15665815595878 50.80372101501058, ... \n", + "21 Netherlands POLYGON ((6.905139601274129 53.48216217713065,... \n", + "22 Portugal POLYGON ((-9.034817674180246 41.88057058365968... \n", + "23 Spain POLYGON ((-7.453725551778092 37.09778758396607... \n", + "24 Ireland POLYGON ((-6.197884894220991 53.86756500916336... \n", + "25 Italy (POLYGON ((10.44270145024663 46.89354625099743... \n", + "26 Denmark (POLYGON ((9.921906365609118 54.98310415304803... \n", + "27 United Kingdom (POLYGON ((-6.197884894220991 53.8675650091633... \n", + "28 Iceland POLYGON ((-14.50869544112923 66.45589223903143... \n", + "29 Slovenia POLYGON ((13.80647545742153 46.50930613869122,... \n", + "30 Finland POLYGON ((28.59192955904319 69.06477692328666,... \n", + "31 Slovakia POLYGON ((22.55813764821175 49.08573802346714,... \n", + "32 Czechia POLYGON ((15.01699588385867 51.10667409932158,... \n", + "33 Bosnia and Herz. POLYGON ((18.55999999999995 42.64999999999998,... \n", + "34 Macedonia POLYGON ((22.38052575042459 42.32025950781509,... \n", + "35 Serbia POLYGON ((18.82982479287395 45.90887235802528,... \n", + "36 Montenegro POLYGON ((20.07070000000004 42.58863000000008,... \n", + "37 Kosovo POLYGON ((20.59024654668023 41.85540891928363,... \n", + "\n", + " Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 3.4 3.31 2.1 \n", + "1 4.3 4.06 NaN \n", + "2 4.2 2.38 2.7 \n", + "3 NaN NaN NaN \n", + "4 NaN NaN NaN \n", + "5 4.9 3.55 1.8 \n", + "6 4.1 5.39 6.2 \n", + "7 4.3 3.72 7.3 \n", + "8 NaN NaN NaN \n", + "9 7.2 1.44 3.8 \n", + "10 6.1 0.91 0.6 \n", + "11 6.5 6.79 1.4 \n", + "12 6.5 4.51 2.0 \n", + "13 5.1 5.83 9.3 \n", + "14 6.8 0.34 8.9 \n", + "15 6.5 0.12 6.9 \n", + "16 NaN NaN NaN \n", + "17 5.1 5.29 9.1 \n", + "18 4.4 2.78 NaN \n", + "19 4.4 4.89 9.6 \n", + "20 3.8 3.52 14.2 \n", + "21 3.8 2.60 NaN \n", + "22 6.2 0.83 24.2 \n", + "23 6.8 0.59 15.3 \n", + "24 4.9 0.32 2.0 \n", + "25 5.8 0.32 14.1 \n", + "26 4.1 11.49 11.3 \n", + "27 5.1 1.30 7.5 \n", + "28 3.1 0.35 0.6 \n", + "29 3.7 9.67 7.7 \n", + "30 3.6 4.15 2.7 \n", + "31 3.9 2.97 3.1 \n", + "32 3.5 1.15 9.5 \n", + "33 NaN NaN NaN \n", + "34 NaN NaN NaN \n", + "35 9.4 3.79 NaN \n", + "36 NaN NaN NaN \n", + "37 NaN NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 1.5 2.8 \n", + "1 NaN NaN \n", + "2 1.2 4.2 \n", + "3 NaN NaN \n", + "4 NaN NaN \n", + "5 1.6 2.3 \n", + "6 4.3 7.6 \n", + "7 8.2 4.3 \n", + "8 NaN NaN \n", + "9 6.1 2.3 \n", + "10 0.7 0.6 \n", + "11 2.2 0.9 \n", + "12 2.5 2.5 \n", + "13 8.0 11.8 \n", + "14 8.7 9.5 \n", + "15 6.7 8.2 \n", + "16 NaN NaN \n", + "17 6.7 11.0 \n", + "18 NaN NaN \n", + "19 8.5 13.0 \n", + "20 10.6 16.4 \n", + "21 NaN NaN \n", + "22 23.1 22.5 \n", + "23 11.2 18.4 \n", + "24 2.1 1.9 \n", + "25 10.5 16.1 \n", + "26 12.9 10.5 \n", + "27 5.8 9.9 \n", + "28 0.8 0.2 \n", + "29 9.6 5.8 \n", + "30 2.6 3.5 \n", + "31 3.4 3.1 \n", + "32 6.9 11.2 \n", + "33 NaN NaN \n", + "34 NaN NaN \n", + "35 NaN NaN \n", + "36 NaN NaN \n", + "37 NaN NaN \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%) \n", + "0 48.1 45.5 41.7 \n", + "1 NaN NaN 31.2 \n", + "2 25.9 24.7 16.2 \n", + "3 NaN NaN NaN \n", + "4 NaN NaN NaN \n", + "5 27.3 34.2 14.6 \n", + "6 31.8 30.3 16.3 \n", + "7 14.9 30.1 6.2 \n", + "8 NaN NaN NaN \n", + "9 24.5 32.5 24.3 \n", + "10 34.9 48.2 17.4 \n", + "11 26.6 41.2 18.3 \n", + "12 26.0 37.0 18.1 \n", + "13 25.2 21.0 23.7 \n", + "14 20.4 31.1 15.0 \n", + "15 24.0 28.8 8.9 \n", + "16 NaN NaN NaN \n", + "17 17.5 22.9 9.1 \n", + "18 NaN NaN 35.6 \n", + "19 23.6 18.3 23.3 \n", + "20 16.1 22.2 19.0 \n", + "21 NaN NaN 27.4 \n", + "22 12.2 17.6 7.7 \n", + "23 18.5 19.5 6.7 \n", + "24 27.1 26.1 18.9 \n", + "25 19.4 20.9 5.6 \n", + "26 28.6 26.5 27.9 \n", + "27 16.4 14.7 12.4 \n", + "28 32.5 43.1 23.6 \n", + "29 20.9 31.0 15.7 \n", + "30 28.8 27.6 22.9 \n", + "31 27.6 35.3 11.4 \n", + "32 27.8 25.8 12.8 \n", + "33 NaN NaN NaN \n", + "34 NaN NaN NaN \n", + "35 NaN NaN 29.0 \n", + "36 NaN NaN NaN \n", + "37 NaN NaN NaN " + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#alcohol_country3 = alcohol_country3.rename(columns={\"GEO\": \"Country\"})\n", + "alcohol_country2 = alcohol_country2.rename(columns={\"GEO\": \"Country\"})\n", + "eu_map_stats = eu_map.merge(alcohol_country2, on = \"Country\", how = \"left\" )\n", + "eu_map_stats.head(40)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\matplotlib\\colors.py:479: RuntimeWarning: invalid value encountered in less\n", + " xa[xa < 0] = -1\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Quintile Share\" , ax=ax, legend=True, cax=cax)\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Quintile Share\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Income Quintile Share Ratio\", fontsize = 20, loc=\"right\")\n", + "plt.plot() \n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Quintile Share.png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Binge-Drink Monthly(%)\" , ax=ax, legend=True, cax=cax)\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Binge-Drink Monthly(%)\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Binge-Drink Monthly(%)\", fontsize = 20, loc=\"right\")\n", + "plt.plot() \n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Binge-Drink Monthly.png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Alcohol Everyday Top (%)\" , ax=ax, legend=True, cax=cax)\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Alcohol Everyday Top (%)\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Daily Alcohol Consumption Top Quintile (%)\", fontsize = 20, loc=\"right\")\n", + "plt.plot()\n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Alcohol Everyday Top (%).png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Alcohol Everyday Bottom (%)\" , ax=ax, legend=True, cax=cax)#, cmap=\"coolwarm\")\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Alcohol Everyday Bottom (%)\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Daily Alcohol Consumption Bottom Quintile (%)\", fontsize = 20, loc=\"right\")\n", + "plt.plot()\n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Alcohol Everyday Bottom.png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Alcohol Deaths\" , ax=ax, legend=True, cax=cax )\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Alcohol Deaths\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Alcohol Related Deaths (Normalized %)\", fontsize = 20, loc=\"right\")\n", + "plt.plot()\n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Alcohol Deaths.png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n" + ] + }, + { + "data": { + "image/png": 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Quintile Share Alcohol Deaths Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%)
Quintile Share1-0.270.020.045-0.160.1-0.27
Alcohol Deaths-0.2710.260.0270.090.00570.34
Alcohol Everyday Top (%)0.020.2610.81-0.6-0.59-0.11
Alcohol Everyday Bottom (%)0.0450.0270.811-0.55-0.77-0.23
Alcohol Month Top (%)-0.160.09-0.6-0.5510.630.54
Alcohol Month Bottom (%)0.10.0057-0.59-0.770.6310.2
Binge-Drink Monthly(%)-0.270.34-0.11-0.230.540.21
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CountryQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
0Serbia9.43.79NaNNaNNaNNaNNaN29.0
1Turkey8.30.050.50.40.73.38.12.9
2North Macedonia7.2NaNNaNNaNNaNNaNNaNNaN
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" + ], + "text/plain": [ + " Country Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%) \n", + "0 NaN NaN 29.0 \n", + "1 3.3 8.1 2.9 \n", + "2 NaN NaN NaN " + ] + }, + "execution_count": 80, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CountryQuintile Share
0Serbia9.4
1Turkey8.3
2North Macedonia7.2
3Romania7.2
4Bulgaria6.8
5Slovenia3.7
6Finland3.6
7Czechia3.5
8Norway3.4
9Iceland3.1
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" + ], + "text/plain": [ + " Country Quintile Share\n", + "0 Serbia 9.4\n", + "1 Turkey 8.3\n", + "2 North Macedonia 7.2\n", + "3 Romania 7.2\n", + "4 Bulgaria 6.8\n", + "5 Slovenia 3.7\n", + "6 Finland 3.6\n", + "7 Czechia 3.5\n", + "8 Norway 3.4\n", + "9 Iceland 3.1" + ] + }, + "execution_count": 81, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country4 = alcohol_country2.iloc[np.r_[0:5, -5:0]]\n", + "alcohol_country4 = alcohol_country4[[\"Country\",'Quintile Share']].copy()\n", + "alcohol_country4.reset_index(drop=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CountryAlcohol Deaths
0Denmark11.49
1Slovenia9.67
2Latvia6.79
3Germany5.83
4Austria5.39
5Bulgaria0.34
6Italy0.32
7Ireland0.32
8Greece0.12
9Turkey0.05
\n", + "
" + ], + "text/plain": [ + " Country Alcohol Deaths\n", + "0 Denmark 11.49\n", + "1 Slovenia 9.67\n", + "2 Latvia 6.79\n", + "3 Germany 5.83\n", + "4 Austria 5.39\n", + "5 Bulgaria 0.34\n", + "6 Italy 0.32\n", + "7 Ireland 0.32\n", + "8 Greece 0.12\n", + "9 Turkey 0.05" + ] + }, + "execution_count": 82, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country2.sort_values(by=\"Alcohol Deaths\", ascending=False)\n", + "alcohol_country41 = alcohol_country2[[\"Country\",'Alcohol Deaths']].dropna().copy()\n", + "alcohol_country41 = alcohol_country41.iloc[np.r_[0:5, -5:0]]\n", + "alcohol_country41.reset_index(drop=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/estat_tps000_filtered.csv b/your-project/estat_tps000_filtered.csv new file mode 100644 index 0000000..9e1b7bc --- /dev/null +++ b/your-project/estat_tps000_filtered.csv @@ -0,0 +1,35 @@ +freq;unit;sex;age;icd10;geo\TIME_PERIOD,2014 +A;RT;T;TOTAL;F10;AT,5.39 +A;RT;T;TOTAL;F10;BE,3.52 +A;RT;T;TOTAL;F10;BG,0.34 +A;RT;T;TOTAL;F10;CH,2.78 +A;RT;T;TOTAL;F10;CY,0.73 +A;RT;T;TOTAL;F10;CZ,1.15 +A;RT;T;TOTAL;F10;DE,5.83 +A;RT;T;TOTAL;F10;DK,11.49 +A;RT;T;TOTAL;F10;EE,4.51 +A;RT;T;TOTAL;F10;EL,0.12 +A;RT;T;TOTAL;F10;ES,0.59 +A;RT;T;TOTAL;F10;EU28,2.82 +A;RT;T;TOTAL;F10;FI,4.15 +A;RT;T;TOTAL;F10;FR,4.06 +A;RT;T;TOTAL;F10;HR,5.29 +A;RT;T;TOTAL;F10;HU,3.72 +A;RT;T;TOTAL;F10;IE,0.32 +A;RT;T;TOTAL;F10;IS,0.35 +A;RT;T;TOTAL;F10;IT,0.32 +A;RT;T;TOTAL;F10;LT,0.91 +A;RT;T;TOTAL;F10;LU,4.89 +A;RT;T;TOTAL;F10;LV,6.79 +A;RT;T;TOTAL;F10;MT,0.39 +A;RT;T;TOTAL;F10;NL,2.6 +A;RT;T;TOTAL;F10;NO,3.31 +A;RT;T;TOTAL;F10;PL,3.55 +A;RT;T;TOTAL;F10;PT,0.83 +A;RT;T;TOTAL;F10;RO,1.44 +A;RT;T;TOTAL;F10;RS,3.79 +A;RT;T;TOTAL;F10;SE,2.38 +A;RT;T;TOTAL;F10;SI,9.67 +A;RT;T;TOTAL;F10;SK,2.97 +A;RT;T;TOTAL;F10;TR,0.05 d +A;RT;T;TOTAL;F10;UK,1.3 diff --git a/your-project/gini_per_country.csv b/your-project/gini_per_country.csv new file mode 100644 index 0000000..39d3b05 --- /dev/null +++ b/your-project/gini_per_country.csv @@ -0,0 +1,148 @@ +,name,gini +0,Norway,25.8 +1,Denmark,24.0 +2,Iceland, +3,Switzerland,33.7 +4,Finland,26.9 +5,Netherlands,30.9 +6,Canada,32.6 +7,New Zealand,36.2 +8,Sweden,25.0 +9,Australia,30.5 +10,Israel,39.2 +11,Costa Rica,50.7 +12,Austria,26.0 +13,United States Minor Outlying Islands, +14,Ireland,34.3 +15,Germany,28.3 +16,Belgium,33.0 +17,Luxembourg,30.8 +18,United Kingdom of Great Britain and Northern Ireland,34.0 +19,Chile,52.1 +20,United Arab Emirates, +21,Brazil,54.7 +22,Czech Republic,26.0 +23,Argentina,44.5 +24,Mexico,47.0 +25,Singapore,48.1 +26,Malta, +27,Uruguay,39.7 +28,Guatemala,55.9 +29,Panama,51.9 +30,France,32.7 +31,Thailand,40.0 +32,Spain,34.7 +33,Qatar,41.1 +34,Colombia,55.9 +35,Saudi Arabia, +36,Trinidad and Tobago,40.3 +37,Kuwait, +38,Slovakia,26.0 +39,Bahrain, +40,Malaysia,46.2 +41,Nicaragua,40.5 +42,Ecuador,49.3 +43,El Salvador,48.3 +44,Poland,34.1 +45,Uzbekistan,36.7 +46,Italy,36.0 +47,Russian Federation,40.1 +48,Belize,53.1 +49,Japan,38.1 +50,Lithuania,37.6 +51,Algeria,35.3 +52,Latvia,36.6 +53,Moldova (Republic of),33.0 +54,Romania,30.0 +55,Bolivia (Plurinational State of),56.3 +56,Turkmenistan,40.8 +57,Kazakhstan,29.0 +58,Slovenia,31.2 +59,Peru,48.1 +60,Mauritius, +61,Cyprus, +62,Estonia,36.0 +63,Belarus,26.5 +64,Libya, +65,Turkey,39.0 +66,Paraguay,52.4 +67,Philippines,43.0 +68,Serbia,27.8 +69,Jordan,35.4 +70,Hungary,31.2 +71,Jamaica,45.5 +72,Croatia,33.7 +73,Republic of Kosovo, +74,China,47.0 +75,Pakistan,30.0 +76,Indonesia,34.0 +77,Venezuela (Bolivarian Republic of),44.8 +78,Montenegro,30.0 +79,Morocco,40.9 +80,Azerbaijan,33.7 +81,Dominican Republic,47.2 +82,Greece,34.3 +83,Lebanon, +84,Portugal,38.5 +85,Bosnia and Herzegovina,36.2 +86,Honduras,57.0 +87,Macedonia (the former Yugoslav Republic of),43.2 +88,Somalia, +89,Viet Nam,35.6 +90,Nigeria,48.8 +91,Tajikistan,30.8 +92,Bhutan,38.1 +93,Kyrgyzstan,36.2 +94,Nepal,32.8 +95,Mongolia,36.5 +96,South Africa,63.1 +97,Tunisia,41.4 +98,Egypt,30.8 +99,Bulgaria,28.2 +100,Sierra Leone,42.5 +101,Cameroon,38.9 +102,Iran (Islamic Republic of),38.3 +103,Albania,34.5 +104,Bangladesh,32.1 +105,Namibia,63.9 +106,Kenya,47.7 +107,Mozambique,45.7 +108,Myanmar, +109,Senegal,39.2 +110,Zambia,54.6 +111,Iraq,30.9 +112,Gabon,41.5 +113,Ethiopia,29.8 +114,Sri Lanka,40.3 +115,Armenia,30.9 +116,British Indian Ocean Territory, +117,Mauritania,40.5 +118,Mali,33.0 +119,Côte d\Ivoire,41.5 +120,Cambodia,37.9 +121,South Sudan,45.5 +122,Ghana,42.8 +123,Ukraine,26.4 +124,Uganda,44.3 +125,Burkina Faso,39.8 +126,Niger,34.6 +127,Malawi,39.0 +128,Chad,39.8 +129,Zimbabwe, +130,Lesotho,52.5 +131,Angola,58.6 +132,Afghanistan,27.8 +133,Botswana,61.0 +134,Benin,38.6 +135,Madagascar,44.1 +136,Haiti,59.2 +137,Yemen,37.7 +138,South Sudan,45.5 +139,Liberia,38.2 +140,Equatorial Guinea, +141,Togo,34.4 +142,Rwanda,50.8 +143,Syrian Arab Republic,35.8 +144,"Tanzania, United Republic of",37.6 +145,Burundi,33.3 +146,Central African Republic,56.3 diff --git a/your-project/hlth_cd_asdr2_Label.csv b/your-project/hlth_cd_asdr2_Label.csv new file mode 100644 index 0000000..f5eaa16 --- /dev/null +++ b/your-project/hlth_cd_asdr2_Label.csv @@ -0,0 +1,78 @@ +"DATASET: Causes of death - standardised death rate by residence [hlth_cd_asdr2]" + +"LAST UPDATE: 16.08.19 17:00:59" + +"EXTRACTION DATE: 11.09.19 23:46:25" + +"SOURCE OF DATA: Eurostat" + +"TIME" +"2014" + +"GEO" +"Denmark" +"Slovenia" +"Latvia" +"Germany (until 1990 former territory of the FRG)" +"Austria" +"Croatia" +"Luxembourg" +"Estonia" +"Finland" +"France" +"Serbia" +"Hungary" +"Poland" +"Belgium" +"Norway" +"Slovakia" +"European Union - 28 countries" +"Switzerland" +"Netherlands" +"Sweden" +"Romania" +"United Kingdom" +"Czechia" +"Lithuania" +"Portugal" +"Cyprus" +"Spain" +"Malta" +"Iceland" +"Bulgaria" +"Ireland" +"Italy" +"Greece" +"Turkey" +"Liechtenstein" + +"UNIT" +"Rate" + +"SEX" +"Total" + +"AGE" +"Total" + +"ICD10" +"Mental and behavioural disorders due to use of alcohol" + +"No footnotes available" + +"Available flags:" +"b","break in time series" +"c","confidential" +"d","definition differs, see metadata" +"e","estimated" +"f","forecast" +"n","not significant" +"p","provisional" +"r","revised" +"s","Eurostat estimate" +"u","low reliability" +"z","not applicable" + +"Special value:" +":","not available" + diff --git a/your-project/hlth_cd_asdr_Data.csv b/your-project/hlth_cd_asdr_Data.csv new file mode 100644 index 0000000..b88a7e7 --- /dev/null +++ b/your-project/hlth_cd_asdr_Data.csv @@ -0,0 +1,36 @@ +"TIME","GEO","UNIT","SEX","AGE","ICD10","Value","Flag and Footnotes" +"2014","Denmark","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","11.49","" +"2014","Slovenia","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","9.67","" +"2014","Latvia","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","6.79","" +"2014","Germany (until 1990 former territory of the FRG)","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","5.83","" +"2014","Austria","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","5.39","" +"2014","Croatia","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","5.29","" +"2014","Luxembourg","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","4.89","" +"2014","Estonia","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","4.51","" +"2014","Finland","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","4.15","" +"2014","France","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","4.06","" +"2014","Serbia","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","3.79","" +"2014","Hungary","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","3.72","" +"2014","Poland","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","3.55","" +"2014","Belgium","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","3.52","" +"2014","Norway","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","3.31","" +"2014","Slovakia","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","2.97","" +"2014","European Union - 28 countries","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","2.82","" +"2014","Switzerland","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","2.78","" +"2014","Netherlands","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","2.6","" +"2014","Sweden","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","2.38","" +"2014","Romania","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","1.44","" +"2014","United Kingdom","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","1.3","" +"2014","Czechia","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","1.15","" +"2014","Lithuania","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.91","" +"2014","Portugal","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.83","" +"2014","Cyprus","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.73","" +"2014","Spain","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.59","" +"2014","Malta","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.39","" +"2014","Iceland","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.35","" +"2014","Bulgaria","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.34","" +"2014","Ireland","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.32","" +"2014","Italy","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.32","" +"2014","Greece","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.12","" +"2014","Turkey","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.05","d" +"2014","Liechtenstein","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol",":","" diff --git a/your-project/hlth_ehis_al1i_Label.csv b/your-project/hlth_ehis_al1i_Label.csv new file mode 100644 index 0000000..57f8fe1 --- /dev/null +++ b/your-project/hlth_ehis_al1i_Label.csv @@ -0,0 +1,85 @@ +"DATASET: Frequency of alcohol consumption by sex, age and income quintile [hlth_ehis_al1i]" + +"LAST UPDATE: 21.03.19 15:24:29" + +"EXTRACTION DATE: 09.09.19 11:29:30" + +"SOURCE OF DATA: Eurostat" + +"FREQUENC" +"Every day" +"Every week" +"Every month" +"Less than once a month" +"Never or not in the last 12 months" + +"GEO" +"European Union - 28 countries" +"Belgium" +"Bulgaria" +"Czechia" +"Denmark" +"Germany (until 1990 former territory of the FRG)" +"Estonia" +"Ireland" +"Greece" +"Spain" +"Croatia" +"Italy" +"Cyprus" +"Latvia" +"Lithuania" +"Luxembourg" +"Hungary" +"Malta" +"Austria" +"Poland" +"Portugal" +"Romania" +"Slovenia" +"Slovakia" +"Finland" +"Sweden" +"United Kingdom" +"Iceland" +"Norway" +"Turkey" + +"UNIT" +"Percentage" + +"QUANTILE" +"Total" +"First quintile" +"Second quintile" +"Third quintile" +"Fourth quintile" +"Fifth quintile" + +"TIME" +"2014" + +"SEX" +"Total" + +"AGE" +"Total" + +"No footnotes available" + +"Available flags:" +"b","break in time series" +"c","confidential" +"d","definition differs, see metadata" +"e","estimated" +"f","forecast" +"n","not significant" +"p","provisional" +"r","revised" +"s","Eurostat estimate" +"u","low reliability" +"z","not applicable" + +"Special value:" +":","not available" + diff --git a/your-project/hlth_ehis_al3e_Label.csv b/your-project/hlth_ehis_al3e_Label.csv new file mode 100644 index 0000000..dc4a44a --- /dev/null +++ b/your-project/hlth_ehis_al3e_Label.csv @@ -0,0 +1,77 @@ +"DATASET: Frequency of heavy episodic drinking by sex, age and educational attainment level [hlth_ehis_al3e]" + +"LAST UPDATE: 21.03.19 15:24:37" + +"EXTRACTION DATE: 12.09.19 13:41:52" + +"SOURCE OF DATA: Eurostat" + +"FREQUENC" +"At least once a week" +"Every month" + +"GEO" +"European Union - 28 countries" +"Belgium" +"Bulgaria" +"Czechia" +"Denmark" +"Germany (until 1990 former territory of the FRG)" +"Estonia" +"Ireland" +"Greece" +"Spain" +"Croatia" +"Italy" +"Cyprus" +"Latvia" +"Lithuania" +"Luxembourg" +"Hungary" +"Malta" +"Austria" +"Poland" +"Portugal" +"Romania" +"Slovenia" +"Slovakia" +"Finland" +"Sweden" +"United Kingdom" +"Iceland" +"Norway" +"Turkey" + +"UNIT" +"Percentage" + +"TIME" +"2014" + +"ISCED11" +"All ISCED 2011 levels " + +"SEX" +"Total" + +"AGE" +"Total" + +"No footnotes available" + +"Available flags:" +"b","break in time series" +"c","confidential" +"d","definition differs, see metadata" +"e","estimated" +"f","forecast" +"n","not significant" +"p","provisional" +"r","revised" +"s","Eurostat estimate" +"u","low reliability" +"z","not applicable" + +"Special value:" +":","not available" + diff --git a/your-project/hlth_ehis_aleData.csv b/your-project/hlth_ehis_aleData.csv new file mode 100644 index 0000000..51c5532 --- /dev/null +++ b/your-project/hlth_ehis_aleData.csv @@ -0,0 +1,61 @@ +"FREQUENC","GEO","UNIT","TIME","ISCED11","SEX","AGE","Value","Flag and Footnotes" +"At least once a week","European Union - 28 countries","Percentage","2014","All ISCED 2011 levels ","Total","Total","5.5","e" +"At least once a week","Belgium","Percentage","2014","All ISCED 2011 levels ","Total","Total","8.5","u" +"At least once a week","Bulgaria","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.1","" +"At least once a week","Czechia","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.1","" +"At least once a week","Denmark","Percentage","2014","All ISCED 2011 levels ","Total","Total","9.5","" +"At least once a week","Germany (until 1990 former territory of the FRG)","Percentage","2014","All ISCED 2011 levels ","Total","Total","9.3","" +"At least once a week","Estonia","Percentage","2014","All ISCED 2011 levels ","Total","Total","5.2","u" +"At least once a week","Ireland","Percentage","2014","All ISCED 2011 levels ","Total","Total","13.3","" +"At least once a week","Greece","Percentage","2014","All ISCED 2011 levels ","Total","Total","1.4","" +"At least once a week","Spain","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.6","" +"At least once a week","Croatia","Percentage","2014","All ISCED 2011 levels ","Total","Total","1.8","" +"At least once a week","Italy","Percentage","2014","All ISCED 2011 levels ","Total","Total","1.0","d" +"At least once a week","Cyprus","Percentage","2014","All ISCED 2011 levels ","Total","Total","0.7","" +"At least once a week","Latvia","Percentage","2014","All ISCED 2011 levels ","Total","Total","0.9","" +"At least once a week","Lithuania","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.7","" +"At least once a week","Luxembourg","Percentage","2014","All ISCED 2011 levels ","Total","Total","11.2","" +"At least once a week","Hungary","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.1","" +"At least once a week","Malta","Percentage","2014","All ISCED 2011 levels ","Total","Total","7.4","" +"At least once a week","Austria","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.4","" +"At least once a week","Poland","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.8","" +"At least once a week","Portugal","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.5","" +"At least once a week","Romania","Percentage","2014","All ISCED 2011 levels ","Total","Total","10.6","" +"At least once a week","Slovenia","Percentage","2014","All ISCED 2011 levels ","Total","Total","3.3","" +"At least once a week","Slovakia","Percentage","2014","All ISCED 2011 levels ","Total","Total","1.4","" +"At least once a week","Finland","Percentage","2014","All ISCED 2011 levels ","Total","Total","11.0","" +"At least once a week","Sweden","Percentage","2014","All ISCED 2011 levels ","Total","Total","4.2","" +"At least once a week","United Kingdom","Percentage","2014","All ISCED 2011 levels ","Total","Total","9.7","" +"At least once a week","Iceland","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.1","" +"At least once a week","Norway","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.3","" +"At least once a week","Turkey","Percentage","2014","All ISCED 2011 levels ","Total","Total","1.4","" +"Every month","European Union - 28 countries","Percentage","2014","All ISCED 2011 levels ","Total","Total","14.4","e" +"Every month","Belgium","Percentage","2014","All ISCED 2011 levels ","Total","Total","19.0","u" +"Every month","Bulgaria","Percentage","2014","All ISCED 2011 levels ","Total","Total","15.0","" +"Every month","Czechia","Percentage","2014","All ISCED 2011 levels ","Total","Total","12.8","" +"Every month","Denmark","Percentage","2014","All ISCED 2011 levels ","Total","Total","27.9","" +"Every month","Germany (until 1990 former territory of the FRG)","Percentage","2014","All ISCED 2011 levels ","Total","Total","23.7","" +"Every month","Estonia","Percentage","2014","All ISCED 2011 levels ","Total","Total","18.1","u" +"Every month","Ireland","Percentage","2014","All ISCED 2011 levels ","Total","Total","18.9","" +"Every month","Greece","Percentage","2014","All ISCED 2011 levels ","Total","Total","8.9","" +"Every month","Spain","Percentage","2014","All ISCED 2011 levels ","Total","Total","6.7","" +"Every month","Croatia","Percentage","2014","All ISCED 2011 levels ","Total","Total","9.1","" +"Every month","Italy","Percentage","2014","All ISCED 2011 levels ","Total","Total","5.6","d" +"Every month","Cyprus","Percentage","2014","All ISCED 2011 levels ","Total","Total","4.5","" +"Every month","Latvia","Percentage","2014","All ISCED 2011 levels ","Total","Total","18.3","" +"Every month","Lithuania","Percentage","2014","All ISCED 2011 levels ","Total","Total","17.4","" +"Every month","Luxembourg","Percentage","2014","All ISCED 2011 levels ","Total","Total","23.3","" +"Every month","Hungary","Percentage","2014","All ISCED 2011 levels ","Total","Total","6.2","" +"Every month","Malta","Percentage","2014","All ISCED 2011 levels ","Total","Total","11.8","" +"Every month","Austria","Percentage","2014","All ISCED 2011 levels ","Total","Total","16.3","" +"Every month","Poland","Percentage","2014","All ISCED 2011 levels ","Total","Total","14.6","" +"Every month","Portugal","Percentage","2014","All ISCED 2011 levels ","Total","Total","7.7","" +"Every month","Romania","Percentage","2014","All ISCED 2011 levels ","Total","Total","24.3","" +"Every month","Slovenia","Percentage","2014","All ISCED 2011 levels ","Total","Total","15.7","" +"Every month","Slovakia","Percentage","2014","All ISCED 2011 levels ","Total","Total","11.4","" +"Every month","Finland","Percentage","2014","All ISCED 2011 levels ","Total","Total","22.9","" +"Every month","Sweden","Percentage","2014","All ISCED 2011 levels ","Total","Total","16.2","" +"Every month","United Kingdom","Percentage","2014","All ISCED 2011 levels ","Total","Total","12.4","" +"Every month","Iceland","Percentage","2014","All ISCED 2011 levels ","Total","Total","23.6","" +"Every month","Norway","Percentage","2014","All ISCED 2011 levels ","Total","Total","41.7","" +"Every month","Turkey","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.9","" diff --git a/your-project/hlth_ehis_fv3i_Label.csv b/your-project/hlth_ehis_fv3i_Label.csv new file mode 100644 index 0000000..9c13715 --- /dev/null +++ b/your-project/hlth_ehis_fv3i_Label.csv @@ -0,0 +1,85 @@ +"DATASET: Daily consumption of fruit and vegetables by sex, age and income quintile [hlth_ehis_fv3i]" + +"LAST UPDATE: 21.03.19 15:26:02" + +"EXTRACTION DATE: 09.09.19 11:32:36" + +"SOURCE OF DATA: Eurostat" + +"N_PORTION" +"0 portions" +"From 1 to 4 portions" +"5 portions or more" + +"GEO" +"European Union - 28 countries" +"Belgium" +"Bulgaria" +"Czechia" +"Denmark" +"Germany (until 1990 former territory of the FRG)" +"Estonia" +"Ireland" +"Greece" +"Spain" +"France" +"Croatia" +"Italy" +"Cyprus" +"Latvia" +"Lithuania" +"Luxembourg" +"Hungary" +"Malta" +"Netherlands" +"Austria" +"Poland" +"Portugal" +"Romania" +"Slovenia" +"Slovakia" +"Finland" +"Sweden" +"United Kingdom" +"Iceland" +"Norway" +"Turkey" + +"UNIT" +"Percentage" + +"TIME" +"2014" + +"QUANTILE" +"Total" +"First quintile" +"Second quintile" +"Third quintile" +"Fourth quintile" +"Fifth quintile" + +"SEX" +"Total" + +"AGE" +"Total" + +"No footnotes available" + +"Available flags:" +"b","break in time series" +"c","confidential" +"d","definition differs, see metadata" +"e","estimated" +"f","forecast" +"n","not significant" +"p","provisional" +"r","revised" +"s","Eurostat estimate" +"u","low reliability" +"z","not applicable" + +"Special value:" +":","not available" + diff --git a/your-project/hlth_ehis_pe2i_Label.csv b/your-project/hlth_ehis_pe2i_Label.csv new file mode 100644 index 0000000..246db22 --- /dev/null +++ b/your-project/hlth_ehis_pe2i_Label.csv @@ -0,0 +1,84 @@ +"DATASET: Time spent on health-enhancing (non-work-related) aerobic physical activity by sex, age and income quintile [hlth_ehis_pe2i]" + +"LAST UPDATE: 21.03.19 15:27:21" + +"EXTRACTION DATE: 09.09.19 11:24:03" + +"SOURCE OF DATA: Eurostat" + +"DURATION" +"Zero minutes" +"From 1 to 149 minutes" +"From 150 to 299 minutes" +"300 minutes or over" + +"GEO" +"European Union - 28 countries" +"Bulgaria" +"Czechia" +"Denmark" +"Germany (until 1990 former territory of the FRG)" +"Estonia" +"Ireland" +"Greece" +"Spain" +"France" +"Croatia" +"Italy" +"Cyprus" +"Latvia" +"Lithuania" +"Luxembourg" +"Hungary" +"Malta" +"Austria" +"Poland" +"Portugal" +"Romania" +"Slovenia" +"Slovakia" +"Finland" +"Sweden" +"United Kingdom" +"Iceland" +"Norway" +"Turkey" + +"UNIT" +"Percentage" + +"QUANTILE" +"Total" +"First quintile" +"Second quintile" +"Third quintile" +"Fourth quintile" +"Fifth quintile" + +"TIME" +"2014" + +"SEX" +"Total" + +"AGE" +"Total" + +"No footnotes available" + +"Available flags:" +"b","break in time series" +"c","confidential" +"d","definition differs, see metadata" +"e","estimated" +"f","forecast" +"n","not significant" +"p","provisional" +"r","revised" +"s","Eurostat estimate" +"u","low reliability" +"z","not applicable" + +"Special value:" +":","not available" + diff --git a/your-project/ilc_di11_1_Data.csv b/your-project/ilc_di11_1_Data.csv new file mode 100644 index 0000000..2ea9cc6 --- /dev/null +++ b/your-project/ilc_di11_1_Data.csv @@ -0,0 +1,36 @@ +"TIME","GEO","INDIC_IL","AGE","SEX","Value","Flag and Footnotes" +"2014","European Union - 28 countries","Inequality of income distribution (income quintile share ratio)","Total","Total","5.2","" +"2014","Belgium","Inequality of income distribution (income quintile share ratio)","Total","Total","3.8","" +"2014","Bulgaria","Inequality of income distribution (income quintile share ratio)","Total","Total","6.8","" +"2014","Czechia","Inequality of income distribution (income quintile share ratio)","Total","Total","3.5","" +"2014","Denmark","Inequality of income distribution (income quintile share ratio)","Total","Total","4.1","" +"2014","Germany (until 1990 former territory of the FRG)","Inequality of income distribution (income quintile share ratio)","Total","Total","5.1","" +"2014","Estonia","Inequality of income distribution (income quintile share ratio)","Total","Total","6.5","b" +"2014","Ireland","Inequality of income distribution (income quintile share ratio)","Total","Total","4.9","" +"2014","Greece","Inequality of income distribution (income quintile share ratio)","Total","Total","6.5","" +"2014","Spain","Inequality of income distribution (income quintile share ratio)","Total","Total","6.8","" +"2014","France","Inequality of income distribution (income quintile share ratio)","Total","Total","4.3","" +"2014","Croatia","Inequality of income distribution (income quintile share ratio)","Total","Total","5.1","" +"2014","Italy","Inequality of income distribution (income quintile share ratio)","Total","Total","5.8","" +"2014","Cyprus","Inequality of income distribution (income quintile share ratio)","Total","Total","5.4","" +"2014","Latvia","Inequality of income distribution (income quintile share ratio)","Total","Total","6.5","" +"2014","Lithuania","Inequality of income distribution (income quintile share ratio)","Total","Total","6.1","" +"2014","Luxembourg","Inequality of income distribution (income quintile share ratio)","Total","Total","4.4","" +"2014","Hungary","Inequality of income distribution (income quintile share ratio)","Total","Total","4.3","" +"2014","Malta","Inequality of income distribution (income quintile share ratio)","Total","Total","4.0","" +"2014","Netherlands","Inequality of income distribution (income quintile share ratio)","Total","Total","3.8","" +"2014","Austria","Inequality of income distribution (income quintile share ratio)","Total","Total","4.1","" +"2014","Poland","Inequality of income distribution (income quintile share ratio)","Total","Total","4.9","" +"2014","Portugal","Inequality of income distribution (income quintile share ratio)","Total","Total","6.2","" +"2014","Romania","Inequality of income distribution (income quintile share ratio)","Total","Total","7.2","" +"2014","Slovenia","Inequality of income distribution (income quintile share ratio)","Total","Total","3.7","" +"2014","Slovakia","Inequality of income distribution (income quintile share ratio)","Total","Total","3.9","" +"2014","Finland","Inequality of income distribution (income quintile share ratio)","Total","Total","3.6","" +"2014","Sweden","Inequality of income distribution (income quintile share ratio)","Total","Total","4.2","" +"2014","United Kingdom","Inequality of income distribution (income quintile share ratio)","Total","Total","5.1","" +"2014","Iceland","Inequality of income distribution (income quintile share ratio)","Total","Total","3.1","" +"2014","Norway","Inequality of income distribution (income quintile share ratio)","Total","Total","3.4","" +"2014","Switzerland","Inequality of income distribution (income quintile share ratio)","Total","Total","4.4","b" +"2014","North Macedonia","Inequality of income distribution (income quintile share ratio)","Total","Total","7.2","" +"2014","Serbia","Inequality of income distribution (income quintile share ratio)","Total","Total","9.4","" +"2014","Turkey","Inequality of income distribution (income quintile share ratio)","Total","Total","8.3","" diff --git a/your-project/ilc_di11_Label.csv b/your-project/ilc_di11_Label.csv new file mode 100644 index 0000000..987664e --- /dev/null +++ b/your-project/ilc_di11_Label.csv @@ -0,0 +1,75 @@ +"DATASET: S80/S20 income quintile share ratio by sex and selected age group - EU-SILC and ECHP surveys [ilc_di11]" + +"LAST UPDATE: 30.08.19 14:01:24" + +"EXTRACTION DATE: 11.09.19 18:49:49" + +"SOURCE OF DATA: Eurostat" + +"TIME" +"2014" + +"GEO" +"European Union - 28 countries" +"Belgium" +"Bulgaria" +"Czechia" +"Denmark" +"Germany (until 1990 former territory of the FRG)" +"Estonia" +"Ireland" +"Greece" +"Spain" +"France" +"Croatia" +"Italy" +"Cyprus" +"Latvia" +"Lithuania" +"Luxembourg" +"Hungary" +"Malta" +"Netherlands" +"Austria" +"Poland" +"Portugal" +"Romania" +"Slovenia" +"Slovakia" +"Finland" +"Sweden" +"United Kingdom" +"Iceland" +"Norway" +"Switzerland" +"North Macedonia" +"Serbia" +"Turkey" + +"INDIC_IL" +"Inequality of income distribution (income quintile share ratio)" + +"AGE" +"Total" + +"SEX" +"Total" + +"No footnotes available" + +"Available flags:" +"b","break in time series" +"c","confidential" +"d","definition differs, see metadata" +"e","estimated" +"f","forecast" +"n","not significant" +"p","provisional" +"r","revised" +"s","Eurostat estimate" +"u","low reliability" +"z","not applicable" + +"Special value:" +":","not available" + diff --git a/your-project/quintile_share_ratio.csv b/your-project/quintile_share_ratio.csv new file mode 100644 index 0000000..0cb45bb --- /dev/null +++ b/your-project/quintile_share_ratio.csv @@ -0,0 +1,71 @@ +"TIME","GEO","INDIC_IL","AGE","SEX","Value","Flag and Footnotes" +"2017","Austria","Inequality of income distribution (income quintile share ratio)","Total","Total","4.3","" +"2017","Belgium","Inequality of income distribution (income quintile share ratio)","Total","Total","3.8","" +"2017","Bulgaria","Inequality of income distribution (income quintile share ratio)","Total","Total","8.2","" +"2017","Switzerland","Inequality of income distribution (income quintile share ratio)","Total","Total","4.6","" +"2017","Cyprus","Inequality of income distribution (income quintile share ratio)","Total","Total","4.6","" +"2017","Czechia","Inequality of income distribution (income quintile share ratio)","Total","Total","3.4","" +"2017","Germany (until 1990 former territory of the FRG)","Inequality of income distribution (income quintile share ratio)","Total","Total","4.5","" +"2017","Denmark","Inequality of income distribution (income quintile share ratio)","Total","Total","4.1","" +"2017","Estonia","Inequality of income distribution (income quintile share ratio)","Total","Total","5.4","" +"2017","Greece","Inequality of income distribution (income quintile share ratio)","Total","Total","6.1","" +"2017","Spain","Inequality of income distribution (income quintile share ratio)","Total","Total","6.6","" +"2017","European Union - 28 countries","Inequality of income distribution (income quintile share ratio)","Total","Total","5.1","" +"2017","Finland","Inequality of income distribution (income quintile share ratio)","Total","Total","3.5","" +"2017","France","Inequality of income distribution (income quintile share ratio)","Total","Total","4.4","" +"2017","Croatia","Inequality of income distribution (income quintile share ratio)","Total","Total","5.0","" +"2017","Hungary","Inequality of income distribution (income quintile share ratio)","Total","Total","4.3","" +"2017","Ireland","Inequality of income distribution (income quintile share ratio)","Total","Total","4.6","" +"2017","Iceland","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2017","Italy","Inequality of income distribution (income quintile share ratio)","Total","Total","5.9","" +"2017","Lithuania","Inequality of income distribution (income quintile share ratio)","Total","Total","7.3","" +"2017","Luxembourg","Inequality of income distribution (income quintile share ratio)","Total","Total","5.0","" +"2017","Latvia","Inequality of income distribution (income quintile share ratio)","Total","Total","6.3","" +"2017","North Macedonia","Inequality of income distribution (income quintile share ratio)","Total","Total","6.4","" +"2017","Malta","Inequality of income distribution (income quintile share ratio)","Total","Total","4.2","" +"2017","Netherlands","Inequality of income distribution (income quintile share ratio)","Total","Total","4.0","" +"2017","Norway","Inequality of income distribution (income quintile share ratio)","Total","Total","3.9","" +"2017","Poland","Inequality of income distribution (income quintile share ratio)","Total","Total","4.6","" +"2017","Portugal","Inequality of income distribution (income quintile share ratio)","Total","Total","5.7","" +"2017","Romania","Inequality of income distribution (income quintile share ratio)","Total","Total","6.5","" +"2017","Serbia","Inequality of income distribution (income quintile share ratio)","Total","Total","9.4","" +"2017","Sweden","Inequality of income distribution (income quintile share ratio)","Total","Total","4.3","" +"2017","Slovenia","Inequality of income distribution (income quintile share ratio)","Total","Total","3.4","" +"2017","Slovakia","Inequality of income distribution (income quintile share ratio)","Total","Total","3.5","" +"2017","Turkey","Inequality of income distribution (income quintile share ratio)","Total","Total","8.7","" +"2017","United Kingdom","Inequality of income distribution (income quintile share ratio)","Total","Total","5.4","b" +"2018","Austria","Inequality of income distribution (income quintile share ratio)","Total","Total","4.0","" +"2018","Belgium","Inequality of income distribution (income quintile share ratio)","Total","Total","3.78","" +"2018","Bulgaria","Inequality of income distribution (income quintile share ratio)","Total","Total","7.66","" +"2018","Switzerland","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Cyprus","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Czechia","Inequality of income distribution (income quintile share ratio)","Total","Total","3.3","" +"2018","Germany (until 1990 former territory of the FRG)","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Denmark","Inequality of income distribution (income quintile share ratio)","Total","Total","4.11","p" +"2018","Estonia","Inequality of income distribution (income quintile share ratio)","Total","Total","5.07","" +"2018","Greece","Inequality of income distribution (income quintile share ratio)","Total","Total","5.51","" +"2018","Spain","Inequality of income distribution (income quintile share ratio)","Total","Total","6.03","" +"2018","European Union - 28 countries","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Finland","Inequality of income distribution (income quintile share ratio)","Total","Total","3.6","" +"2018","France","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Croatia","Inequality of income distribution (income quintile share ratio)","Total","Total","5.00","p" +"2018","Hungary","Inequality of income distribution (income quintile share ratio)","Total","Total","4.4","" +"2018","Ireland","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Iceland","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Italy","Inequality of income distribution (income quintile share ratio)","Total","Total","6.09","" +"2018","Lithuania","Inequality of income distribution (income quintile share ratio)","Total","Total","7.09","" +"2018","Luxembourg","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Latvia","Inequality of income distribution (income quintile share ratio)","Total","Total","6.8","" +"2018","North Macedonia","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Malta","Inequality of income distribution (income quintile share ratio)","Total","Total","4.28","" +"2018","Netherlands","Inequality of income distribution (income quintile share ratio)","Total","Total","3.99","p" +"2018","Norway","Inequality of income distribution (income quintile share ratio)","Total","Total","3.71","" +"2018","Poland","Inequality of income distribution (income quintile share ratio)","Total","Total","4.25","" +"2018","Portugal","Inequality of income distribution (income quintile share ratio)","Total","Total","5.22","" +"2018","Romania","Inequality of income distribution (income quintile share ratio)","Total","Total","7.2","" +"2018","Serbia","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Sweden","Inequality of income distribution (income quintile share ratio)","Total","Total","4.13","" +"2018","Slovenia","Inequality of income distribution (income quintile share ratio)","Total","Total","3.4","" +"2018","Slovakia","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Turkey","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","United Kingdom","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" diff --git a/your-project/worldcities.csv b/your-project/worldcities.csv new file mode 100644 index 0000000..0dedcd3 --- /dev/null +++ b/your-project/worldcities.csv @@ -0,0 +1,12960 @@ +"city","city_ascii","lat","lng","country","iso2","iso3","admin_name","capital","population","id" +"Malishevë","Malisheve","42.4822","20.7458","Kosovo","XK","XKS","Malishevë","admin","","1901597212" +"Prizren","Prizren","42.2139","20.7397","Kosovo","XK","XKS","Prizren","admin","","1901360309" +"Zubin Potok","Zubin Potok","42.9144","20.6897","Kosovo","XK","XKS","Zubin Potok","admin","","1901608808" +"Kamenicë","Kamenice","42.5781","21.5803","Kosovo","XK","XKS","Kamenicë","admin","","1901851592" +"Viti","Viti","42.3214","21.3583","Kosovo","XK","XKS","Viti","admin","","1901328795" +"Shtërpcë","Shterpce","42.2394","21.0272","Kosovo","XK","XKS","Shtërpcë","admin","","1901828239" +"Shtime","Shtime","42.4331","21.0397","Kosovo","XK","XKS","Shtime","admin","","1901598505" +"Vushtrri","Vushtrri","42.8231","20.9675","Kosovo","XK","XKS","Vushtrri","admin","","1901107642" +"Dragash","Dragash","42.0265","20.6533","Kosovo","XK","XKS","Dragash","admin","","1901112530" +"Podujevë","Podujeve","42.9111","21.1899","Kosovo","XK","XKS","Podujevë","admin","","1901550082" +"Fushë Kosovë","Fushe Kosove","42.6639","21.0961","Kosovo","XK","XKS","Fushë Kosovë","admin","","1901134407" +"Kaçanik","Kacanik","42.2319","21.2594","Kosovo","XK","XKS","Kaçanik","admin","","1901200321" +"Klinë","Kline","42.6217","20.5778","Kosovo","XK","XKS","Klinë","admin","","1901230162" +"Leposaviq","Leposaviq","43.1039","20.8028","Kosovo","XK","XKS","Leposaviq","admin","","1901974597" +"Pejë","Peje","42.6600","20.2922","Kosovo","XK","XKS","Pejë","admin","","1901339694" +"Rahovec","Rahovec","42.3994","20.6547","Kosovo","XK","XKS","Rahovec","admin","","1901336358" +"Gjilan","Gjilan","42.4689","21.4633","Kosovo","XK","XKS","Gjilan","admin","","1901235642" +"Lipjan","Lipjan","42.5217","21.1258","Kosovo","XK","XKS","Lipjan","admin","","1901682048" +"Obiliq","Obiliq","42.6869","21.0703","Kosovo","XK","XKS","Obiliq","admin","","1901102771" +"Gjakovë","Gjakove","42.3803","20.4308","Kosovo","XK","XKS","Gjakovë","admin","","1901089874" +"Pristina","Pristina","42.6666","21.1724","Kosovo","XK","XKS","Prishtinë","primary","","1901760068" +"Deçan","Decan","42.5378","20.2911","Kosovo","XK","XKS","Deçan","admin","","1901189818" +"Istog","Istog","42.7808","20.4875","Kosovo","XK","XKS","Istog","admin","","1901248770" +"Hani i Elezit","Hani i Elezit","42.1500","21.2967","Kosovo","XK","XKS","Hani i Elezit","admin","","1901964789" +"Junik","Junik","42.4758","20.2772","Kosovo","XK","XKS","Junik","admin","","1901930204" +"Kllokot","Kllokot","42.3714","21.3744","Kosovo","XK","XKS","Kllokot","admin","","1901445768" +"Mamushë","Mamushe","42.3308","20.7269","Kosovo","XK","XKS","Mamushë","admin","","1901042958" +"Partesh","Partesh","42.4019","21.4336","Kosovo","XK","XKS","Partesh","admin","","1901909986" +"Ranillug","Ranillug","42.4922","21.5989","Kosovo","XK","XKS","Ranillug","admin","","1901029901" +"Ferizaj","Ferizaj","42.3706","21.1553","Kosovo","XK","XKS","Ferizaj","admin","","1901875540" +"Zveçan","Zvecan","42.9075","20.8403","Kosovo","XK","XKS","Zveçan","admin","","1901208362" +"Suharekë","Suhareke","42.3586","20.8250","Kosovo","XK","XKS","Suharekë","admin","","1901918563" +"Gllogovc","Gllogovc","42.6283","20.8939","Kosovo","XK","XKS","Gllogovc","admin","","1901031751" +"Mitrovicë","Mitrovice","42.8833","20.8667","Kosovo","XK","XKS","","admin","","1901138430" +"Skenderaj","Skenderaj","42.7467","20.7886","Kosovo","XK","XKS","Skenderaj ","admin","","1901259570" +"Novobërdë","Novoberde","42.6178","21.4197","Kosovo","XK","XKS","Novobërdë","admin","","1901684676" +"Graçanicë","Gracanice","42.6011","21.1958","Kosovo","XK","XKS","Graçanicë","admin","","1901753443" +"Longyearbyen","Longyearbyen","78.2167","15.6333","Svalbard","XR","XSV","","primary","","1930654114" +"Al Quds","Al Quds","31.7764","35.2269","West Bank","XW","XWB","","primary","","1934000006" +"Sanaa","Sanaa","15.3547","44.2066","Yemen","YE","YEM","Amānat al ‘Āşimah","primary","2008000","1887750814" +"Marib","Marib","15.4210","45.3340","Yemen","YE","YEM","Ma’rib","admin","16794","1887153216" +"Al Jabīn","Al Jabin","14.7040","43.5990","Yemen","YE","YEM","Raymah","admin","","1887910100" +"Hajjah","Hajjah","15.6917","43.6021","Yemen","YE","YEM","Ḩajjah","admin","208287","1887522445" +"Ibb","Ibb","13.9759","44.1709","Yemen","YE","YEM","Ibb","admin","234837","1887321491" +"Al Hudaydah","Al Hudaydah","14.7979","42.9530","Yemen","YE","YEM","Al Ḩudaydah","admin","780000","1887984890" +"Lahij","Lahij","13.0582","44.8838","Yemen","YE","YEM","Laḩij","admin","66288","1887871834" +"Al Maḩwīt","Al Mahwit","15.4701","43.5448","Yemen","YE","YEM","Al Maḩwīt","admin","","1887764813" +"Taizz","Taizz","13.6045","44.0394","Yemen","YE","YEM","Ta‘izz","admin","751000","1887324526" +"Sadah","Sadah","16.9398","43.8498","Yemen","YE","YEM","Şa‘dah","admin","105542","1887513055" +"Dhamar","Dhamar","14.5575","44.3875","Yemen","YE","YEM","Dhamār","admin","191259","1887135215" +"‘Amrān","`Amran","15.6594","43.9439","Yemen","YE","YEM","‘Amrān","admin","","1887433410" +"Aḑ Ḑāli‘","Ad Dali`","13.6957","44.7314","Yemen","YE","YEM","Aḑ Ḑāli‘","admin","","1887607369" +"Saywun","Saywun","15.9430","48.7873","Yemen","YE","YEM","Ḩaḑramawt","minor","68747","1887142998" +"Al Bayda","Al Bayda","13.9790","45.5740","Yemen","YE","YEM","Al Bayḑā’","admin","37821","1887788283" +"Zinjibār","Zinjibar","13.1287","45.3807","Yemen","YE","YEM","Abyan","admin","","1887645956" +"Rida","Rida","14.4295","44.8341","Yemen","YE","YEM","Al Bayḑā’","minor","45233","1887090855" +"'Ataq","'Ataq","14.5500","46.8000","Yemen","YE","YEM","Shabwah","admin","37315","1887172893" +"Al Ghaydah","Al Ghaydah","16.2394","52.1638","Yemen","YE","YEM","Al Mahrah","admin","27404","1887000479" +"Sayhut","Sayhut","15.2105","51.2454","Yemen","YE","YEM","Al Mahrah","minor","189","1887613470" +"Al Mukalla","Al Mukalla","14.5412","49.1259","Yemen","YE","YEM","Ḩaḑramawt","admin","258132","1887202594" +"Al Ḩazm","Al Hazm","16.1641","44.7769","Yemen","YE","YEM","Al Jawf","admin","","1887549671" +"Zabīd","Zabid","14.1951","43.3155","Yemen","YE","YEM","Al Ḩudaydah","minor","152504","1887877995" +"Aden","Aden","12.7797","45.0095","Yemen","YE","YEM","‘Adan","admin","1000000","1887867886" +"Hadiboh","Hadiboh","12.6519","54.0239","Yemen","YE","YEM","Arkhabīl Suquţrá","admin","11396","1887452377" +"Ash Shihr","Ash Shihr","14.7593","49.6092","Yemen","YE","YEM","Ḩaḑramawt","minor","54274","1887657562" +"Dzaoudzi","Dzaoudzi","-12.7871","45.2750","Mayotte","YT","MYT","","admin","32057","1175099654" +"Lebowakgomo","Lebowakgomo","-24.1996","29.5000","South Africa","ZA","ZAF","Limpopo","","33308","1710999076" +"Potchefstroom","Potchefstroom","-26.6996","27.1000","South Africa","ZA","ZAF","North West","","123669","1710838885" +"Graaff Reinet","Graaff Reinet","-32.3000","24.5400","South Africa","ZA","ZAF","Eastern Cape","","62896","1710616617" +"Rustenburg","Rustenburg","-25.6500","27.2400","South Africa","ZA","ZAF","North West","","165976","1710326039" +"Brandfort","Brandfort","-28.6996","26.4700","South Africa","ZA","ZAF","Free State","","12091","1710953731" +"Vryheid","Vryheid","-27.7600","30.7900","South Africa","ZA","ZAF","KwaZulu-Natal","","150012","1710716158" +"Vereeniging","Vereeniging","-26.6496","27.9600","South Africa","ZA","ZAF","Gauteng","","1074000","1710271883" +"Brits","Brits","-25.6296","27.7800","South Africa","ZA","ZAF","North West","","122497","1710468143" +"Bethlehem","Bethlehem","-28.2196","28.3000","South Africa","ZA","ZAF","Free State","","83654","1710750307" +"Ubomba","Ubomba","-27.5661","32.0833","South Africa","ZA","ZAF","KwaZulu-Natal","","564","1710203500" +"Polokwane","Polokwane","-23.8900","29.4500","South Africa","ZA","ZAF","Limpopo","admin","220045","1710908010" +"Springbok","Springbok","-29.6667","17.8833","South Africa","ZA","ZAF","Northern Cape","","10438","1710894218" +"Thohoyandou","Thohoyandou","-22.9500","30.4800","South Africa","ZA","ZAF","Limpopo","","269707","1710219075" +"Pietermaritzburg","Pietermaritzburg","-29.6100","30.3900","South Africa","ZA","ZAF","KwaZulu-Natal","admin","750845","1710690280" +"Poffader","Poffader","-29.1329","19.3834","South Africa","ZA","ZAF","Northern Cape","","4220","1710817164" +"Carnarvon","Carnarvon","-30.9496","22.1333","South Africa","ZA","ZAF","Northern Cape","","5785","1710331786" +"Kroonstad","Kroonstad","-27.6600","27.2100","South Africa","ZA","ZAF","Free State","","103992","1710508288" +"Alexander Bay","Alexander Bay","-28.6083","16.5033","South Africa","ZA","ZAF","Northern Cape","","1500","1710616152" +"Bloemhof","Bloemhof","-27.6496","25.5900","South Africa","ZA","ZAF","North West","","17122","1710321800" +"Hermanus","Hermanus","-34.4096","19.2299","South Africa","ZA","ZAF","Western Cape","","25153","1710409701" +"Bethal","Bethal","-26.4696","29.4500","South Africa","ZA","ZAF","Mpumalanga","","101919","1710328253" +"Upington","Upington","-28.4600","21.2300","South Africa","ZA","ZAF","Northern Cape","","71373","1710210449" +"Tzaneen","Tzaneen","-23.8195","30.1700","South Africa","ZA","ZAF","Limpopo","","67245","1710120942" +"Vanhynsdorp","Vanhynsdorp","-31.6166","18.7333","South Africa","ZA","ZAF","Western Cape","","3331","1710187274" +"Kimberley","Kimberley","-28.7468","24.7700","South Africa","ZA","ZAF","Northern Cape","admin","165264","1710282622" +"Durban","Durban","-29.8650","30.9800","South Africa","ZA","ZAF","KwaZulu-Natal","","2729000","1710149138" +"Klerksdorp","Klerksdorp","-26.8800","26.6200","South Africa","ZA","ZAF","North West","","178921","1710416691" +"Welkom","Welkom","-27.9700","26.7300","South Africa","ZA","ZAF","Free State","","431944","1710480365" +"De Aar","De Aar","-30.6500","24.0000","South Africa","ZA","ZAF","Northern Cape","","32318","1710551900" +"Prieska","Prieska","-29.6595","22.7300","South Africa","ZA","ZAF","Northern Cape","","11236","1710649877" +"Saldanha","Saldanha","-33.0100","17.9300","South Africa","ZA","ZAF","Western Cape","","68284","1710078862" +"Middelburg","Middelburg","-31.5000","25.0100","South Africa","ZA","ZAF","Eastern Cape","","18164","1710010705" +"Port St. Johns","Port St. Johns","-31.6279","29.5283","South Africa","ZA","ZAF","Eastern Cape","","5939","1710506018" +"Volksrust","Volksrust","-27.3596","29.8900","South Africa","ZA","ZAF","Mpumalanga","","43378","1710664906" +"Ulundi","Ulundi","-28.3296","31.4100","South Africa","ZA","ZAF","KwaZulu-Natal","","20753","1710823263" +"Beaufort West","Beaufort West","-32.3496","22.5700","South Africa","ZA","ZAF","Western Cape","","44737","1710940488" +"Komatipoort","Komatipoort","-25.4096","31.9400","South Africa","ZA","ZAF","Mpumalanga","","20508","1710137353" +"Nelspruit","Nelspruit","-25.4745","30.9703","South Africa","ZA","ZAF","Mpumalanga","admin","","1710114438" +"Standerton","Standerton","-26.9395","29.2400","South Africa","ZA","ZAF","Mpumalanga","","74021","1710222465" +"Johannesburg","Johannesburg","-26.1700","28.0300","South Africa","ZA","ZAF","Gauteng","admin","3435000","1710550792" +"Kuruman","Kuruman","-27.4496","23.4200","South Africa","ZA","ZAF","Northern Cape","","10006","1710332978" +"Paarl","Paarl","-33.6996","18.9600","South Africa","ZA","ZAF","Western Cape","","187865","1710440011" +"Worcester","Worcester","-33.6400","19.4399","South Africa","ZA","ZAF","Western Cape","","127597","1710498245" +"Colesberg","Colesberg","-30.7195","25.1000","South Africa","ZA","ZAF","Northern Cape","","12423","1710885210" +"Umtata","Umtata","-31.5800","28.7900","South Africa","ZA","ZAF","Eastern Cape","","137772","1710651314" +"Aliwal North","Aliwal North","-30.6896","26.7100","South Africa","ZA","ZAF","Eastern Cape","","44436","1710445896" +"Middelburg","Middelburg","-25.7596","29.4700","South Africa","ZA","ZAF","Mpumalanga","","154706","1710495632" +"Springs","Springs","-26.2696","28.4300","South Africa","ZA","ZAF","Gauteng","","236083","1710058382" +"Benoni","Benoni","-26.1496","28.3299","South Africa","ZA","ZAF","Gauteng","","2986000","1710880986" +"Port Shepstone","Port Shepstone","-30.7195","30.4600","South Africa","ZA","ZAF","KwaZulu-Natal","","52793","1710443227" +"Oudtshoorn","Oudtshoorn","-33.5800","22.1900","South Africa","ZA","ZAF","Western Cape","","76708","1710502855" +"Port Elizabeth","Port Elizabeth","-33.9700","25.6000","South Africa","ZA","ZAF","Eastern Cape","","1021000","1710918997" +"Port Alfred","Port Alfred","-33.5995","26.8800","South Africa","ZA","ZAF","Eastern Cape","","17959","1710920478" +"East London","East London","-32.9700","27.8700","South Africa","ZA","ZAF","Eastern Cape","","338627","1710178149" +"Mossel Bay","Mossel Bay","-34.1700","22.1300","South Africa","ZA","ZAF","Western Cape","","16743","1710597106" +"Vryburg","Vryburg","-26.9600","24.7300","South Africa","ZA","ZAF","North West","","49588","1710969597" +"Uitenhage","Uitenhage","-33.7596","25.3900","South Africa","ZA","ZAF","Eastern Cape","","228912","1710276157" +"Bhisho","Bhisho","-32.8700","27.3900","South Africa","ZA","ZAF","Eastern Cape","admin","160997","1710672530" +"Knysna","Knysna","-34.0329","23.0333","South Africa","ZA","ZAF","Western Cape","","63106","1710311704" +"Queenstown","Queenstown","-31.8996","26.8800","South Africa","ZA","ZAF","Eastern Cape","","105309","1710110028" +"Cradock","Cradock","-32.1995","25.6100","South Africa","ZA","ZAF","Eastern Cape","","32898","1710933404" +"Bredasdorp","Bredasdorp","-34.5295","20.0300","South Africa","ZA","ZAF","Western Cape","","14936","1710282172" +"Swellendam","Swellendam","-34.0196","20.4300","South Africa","ZA","ZAF","Western Cape","","13674","1710416218" +"Ladysmith","Ladysmith","-28.5495","29.7800","South Africa","ZA","ZAF","KwaZulu-Natal","","47375","1710998347" +"George","George","-33.9500","22.4500","South Africa","ZA","ZAF","Western Cape","","174582","1710164136" +"Grahamstown","Grahamstown","-33.2996","26.5200","South Africa","ZA","ZAF","Eastern Cape","","91548","1710671857" +"Mmabatho","Mmabatho","-25.8300","25.6100","South Africa","ZA","ZAF","North West","","104428","1710524815" +"Mahikeng","Mahikeng","-25.8652","25.6442","South Africa","ZA","ZAF","North West","admin","","1710965423" +"Musina","Musina","-22.3400","30.0300","South Africa","ZA","ZAF","Limpopo","","20191","1710956370" +"Pretoria","Pretoria","-25.7069","28.2294","South Africa","ZA","ZAF","Gauteng","primary","1338000","1710176249" +"Bloemfontein","Bloemfontein","-29.1200","26.2299","South Africa","ZA","ZAF","Free State","primary","463064","1710495933" +"Cape Town","Cape Town","-33.9200","18.4350","South Africa","ZA","ZAF","Western Cape","primary","3215000","1710680650" +"Zambezi","Zambezi","-13.5400","23.1099","Zambia","ZM","ZMB","North-Western","","7074","1894660797" +"Solwezi","Solwezi","-12.1796","26.4000","Zambia","ZM","ZMB","North-Western","admin","65000","1894777820" +"Lusaka","Lusaka","-15.4166","28.2833","Zambia","ZM","ZMB","Lusaka","primary","1328000","1894157390" +"Kaoma","Kaoma","-14.7796","24.8000","Zambia","ZM","ZMB","Western","","14212","1894846267" +"Chipata","Chipata","-13.6296","32.6400","Zambia","ZM","ZMB","Eastern","admin","85963","1894816262" +"Senanga","Senanga","-16.1196","23.2700","Zambia","ZM","ZMB","Western","","10005","1894742251" +"Sesheke","Sesheke","-17.4695","24.3000","Zambia","ZM","ZMB","Western","","20149","1894753767" +"Chililabombwe","Chililabombwe","-12.3696","27.8200","Zambia","ZM","ZMB","Copperbelt","","82068","1894950283" +"Chingola","Chingola","-12.5396","27.8500","Zambia","ZM","ZMB","Copperbelt","","182015","1894202007" +"Kasempa","Kasempa","-13.4596","25.8200","Zambia","ZM","ZMB","North-Western","","5622","1894152710" +"Kitwe","Kitwe","-12.8100","28.2200","Zambia","ZM","ZMB","Copperbelt","","404901","1894321752" +"Mufulira","Mufulira","-12.5500","28.2600","Zambia","ZM","ZMB","Copperbelt","","153624","1894907880" +"Nchelenge","Nchelenge","-9.3496","28.7300","Zambia","ZM","ZMB","Luapula","","23693","1894890604" +"Mazabuka","Mazabuka","-15.8600","27.7600","Zambia","ZM","ZMB","Southern","","64006","1894390715" +"Lukulu","Lukulu","-14.3896","23.2400","Zambia","ZM","ZMB","Western","","3349","1894281443" +"Kafue","Kafue","-15.7800","28.1800","Zambia","ZM","ZMB","Lusaka","","47554","1894930695" 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+"Mbala","Mbala","-8.8400","31.3700","Zambia","ZM","ZMB","Northern","","20570","1894671312" +"Kawambwa","Kawambwa","-9.7795","29.0800","Zambia","ZM","ZMB","Luapula","","20589","1894964184" +"Luanshya","Luanshya","-13.1333","28.4000","Zambia","ZM","ZMB","Copperbelt","","151993","1894410334" +"Mongu","Mongu","-15.2796","23.1200","Zambia","ZM","ZMB","Western","admin","52534","1894761291" +"Mpika","Mpika","-11.8300","31.4600","Zambia","ZM","ZMB","Muchinga","","28445","1894224372" +"Chinsali","Chinsali","-10.5496","32.0600","Zambia","ZM","ZMB","Muchinga","admin","14015","1894041491" +"Livingstone","Livingstone","-17.8600","25.8600","Zambia","ZM","ZMB","Southern","","165480","1894634581" +"Choma","Choma","-16.8095","26.9700","Zambia","ZM","ZMB","Southern","admin","46746","1894419971" +"Plumtree","Plumtree","-20.4795","27.8200","Zimbabwe","ZW","ZWE","","","2148","1716916272" +"Kariba","Kariba","-16.5296","28.8000","Zimbabwe","ZW","ZWE","","","25531","1716563536" 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Mogrein","25.2333","-11.5833","Mauritania","MR","MRT","Tiris Zemmour","","10","1478537499" +"Fderik","Fderik","22.6790","-12.7070","Mauritania","MR","MRT","Tiris Zemmour","","5760","1478557883" +"Sélibaby","Selibaby","15.1670","-12.1833","Mauritania","MR","MRT","Guidimaka","admin","460","1478575433" +"Aleg","Aleg","17.0580","-13.9090","Mauritania","MR","MRT","Brakna","admin","8388","1478173139" +"Akjoujt","Akjoujt","19.7470","-14.3910","Mauritania","MR","MRT","Inchiri","admin","370","1478247793" +"Kiffa","Kiffa","16.6200","-11.4000","Mauritania","MR","MRT","Assaba","admin","73930","1478465771" +"Nema","Nema","16.6171","-7.2500","Mauritania","MR","MRT","Hodh ech Chargui","admin","200000","1478009046" +"Nouadhibou","Nouadhibou","20.9000","-17.0560","Mauritania","MR","MRT","Dakhlet Nouadhibou","admin","86738","1478176283" +"Rosso","Rosso","16.5240","-15.8127","Mauritania","MR","MRT","Trarza","admin","47203","1478524903" 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Xbiex","35.8992","14.4944","Malta","MT","MLT","Ta’ Xbiex","admin","","1470129537" +"Sliema","Sliema","35.9125","14.5019","Malta","MT","MLT","Sliema","admin","","1470229986" +"San Lawrenz","San Lawrenz","36.0556","14.2036","Malta","MT","MLT","San Lawrenz","admin","","1470602161" +"Imqabba","Imqabba","35.8461","14.4672","Malta","MT","MLT","Imqabba","admin","","1470934982" +"Imdina","Imdina","35.8869","14.4025","Malta","MT","MLT","Imdina","admin","","1470959100" +"Qala","Qala","36.0361","14.3094","Malta","MT","MLT","Qala","admin","","1470520722" +"Imtarfa","Imtarfa","35.8933","14.3989","Malta","MT","MLT","Imtarfa","admin","","1470946814" +"Żurrieq","Zurrieq","35.8311","14.4742","Malta","MT","MLT","Żurrieq","admin","","1470331348" +"Gudja","Gudja","35.8492","14.5031","Malta","MT","MLT","Gudja","admin","","1470798142" +"Sannat","Sannat","36.0244","14.2428","Malta","MT","MLT","Sannat","admin","","1470546177" 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+"Balzan","Balzan","35.9003","14.4550","Malta","MT","MLT","Balzan","admin","","1470875655" +"Vittoriosa","Vittoriosa","35.8922","14.5183","Malta","MT","MLT","Birgu","admin","","1470805169" +"Birkirkara","Birkirkara","35.8972","14.4611","Malta","MT","MLT","Birkirkara","admin","","1470754290" +"Cospicua","Cospicua","35.8856","14.5275","Malta","MT","MLT","Bormla","admin","","1470541461" +"Fgura","Fgura","35.8703","14.5133","Malta","MT","MLT","Fgura","admin","","1470252842" +"Floriana","Floriana","35.8958","14.5083","Malta","MT","MLT","Floriana","admin","","1470089344" +"Fontana","Fontana","36.0375","14.2361","Malta","MT","MLT","Fontana","admin","","1470427419" +"Għajnsielem","Ghajnsielem","36.0264","14.2850","Malta","MT","MLT","Għajnsielem","admin","","1470050658" +"Għarb","Gharb","36.0600","14.2089","Malta","MT","MLT","Għarb","admin","","1470113453" +"Port Louis","Port Louis","-20.1666","57.5000","Mauritius","MU","MUS","Port Louis","primary","595491","1480131261" +"Curepipe","Curepipe","-20.3162","57.5166","Mauritius","MU","MUS","Plaines Wilhems","","299975","1480343099" +"Malé","Male","4.1667","73.4999","Maldives","MV","MDV","Maale","primary","112927","1462441685" +"Eydhafushi","Eydhafushi","5.1038","73.0699","Maldives","MV","MDV","","admin","","1462623341" +"Felidhoo","Felidhoo","3.4718","73.5470","Maldives","MV","MDV","","admin","","1462456773" +"Funadhoo","Funadhoo","6.1509","73.2901","Maldives","MV","MDV","","admin","","1462657112" +"Hithadhoo","Hithadhoo","-0.6000","73.0833","Maldives","MV","MDV","","admin","","1462406280" +"Kudahuvadhoo","Kudahuvadhoo","2.6717","72.8936","Maldives","MV","MDV","","admin","","1462282241" +"Kulhudhuffushi","Kulhudhuffushi","6.6223","73.0702","Maldives","MV","MDV","","admin","","1462969197" +"Mahibadhoo","Mahibadhoo","3.7571","72.9689","Maldives","MV","MDV","","admin","","1462235059" +"Manadhoo","Manadhoo","5.7669","73.4136","Maldives","MV","MDV","","admin","","1462220750" +"Muli","Muli","2.9217","73.5811","Maldives","MV","MDV","","admin","","1462436531" +"Naifaru","Naifaru","5.4442","73.3662","Maldives","MV","MDV","","admin","","1462186620" +"Thinadhoo","Thinadhoo","0.5303","72.9967","Maldives","MV","MDV","","admin","","1462781201" +"Un’goofaaru","Un'goofaaru","5.6681","73.0302","Maldives","MV","MDV","","admin","","1462941721" +"Veymandoo","Veymandoo","2.1878","73.0950","Maldives","MV","MDV","","admin","","1462464790" +"Fonadhoo","Fonadhoo","1.8342","73.5031","Maldives","MV","MDV","","admin","","1462000001" +"Rasdhoo","Rasdhoo","4.2631","72.9919","Maldives","MV","MDV","","admin","","1462000003" +"Thulusdhoo","Thulusdhoo","4.3742","73.6517","Maldives","MV","MDV","","admin","","1462000004" +"Dhihdhoo","Dhihdhoo","6.8874","73.1140","Maldives","MV","MDV","","admin","","1462109783" +"Foammulah","Foammulah","-0.3000","73.4256","Maldives","MV","MDV","","admin","","1462000002" +"Viligili","Viligili","0.7539","73.4353","Maldives","MV","MDV","","admin","","1462034411" +"Nilandhoo","Nilandhoo","3.0567","72.8900","Maldives","MV","MDV","","admin","","1462000005" +"Thyolo","Thyolo","-16.0703","35.1471","Malawi","MW","MWI","Thyolo","admin","","1454464861" +"Mwanza","Mwanza","-15.6167","34.5167","Malawi","MW","MWI","Mwanza","admin","11379","1454451365" +"Chiradzulu","Chiradzulu","-15.7000","35.1833","Malawi","MW","MWI","Chiradzulu","admin","1580","1454413713" +"Karonga","Karonga","-9.9329","33.9333","Malawi","MW","MWI","Karonga","admin","34207","1454358935" +"Neno","Neno","-15.3981","34.6534","Malawi","MW","MWI","Neno","admin","","1454089137" +"Zomba","Zomba","-15.3900","35.3100","Malawi","MW","MWI","Zomba","admin","80932","1454072947" +"Chikwawa","Chikwawa","-16.0420","34.8019","Malawi","MW","MWI","Chikwawa","admin","","1454343925" +"Mulanje","Mulanje","-16.0333","35.5000","Malawi","MW","MWI","Mulanje","admin","16483","1454459215" +"Blantyre","Blantyre","-15.7900","34.9899","Malawi","MW","MWI","Blantyre","admin","584877","1454145012" +"Chiromo","Chiromo","-16.5500","35.1332","Malawi","MW","MWI","Nsanje","","25235","1454972056" +"Phalombe","Phalombe","-15.8064","35.6507","Malawi","MW","MWI","Phalombe","admin","","1454510180" +"Nsanje","Nsanje","-16.9167","35.2667","Malawi","MW","MWI","Nsanje","admin","21774","1454428076" +"Nkhata Bay","Nkhata Bay","-11.5996","34.3000","Malawi","MW","MWI","Nkhata Bay","admin","22108","1454517378" +"Rumphi","Rumphi","-11.0195","33.8546","Malawi","MW","MWI","Rumphi","admin","","1454325221" +"Chitipa","Chitipa","-9.7162","33.2666","Malawi","MW","MWI","Chitipa","admin","13412","1454611219" +"Mzuzu","Mzuzu","-11.4600","34.0200","Malawi","MW","MWI","","","110201","1454525586" +"Mzimba","Mzimba","-11.9000","33.6000","Malawi","MW","MWI","Mzimba","admin","19308","1454007077" +"Ntchisi","Ntchisi","-13.3753","34.0036","Malawi","MW","MWI","Ntchisi","admin","","1454004377" +"Dowa","Dowa","-13.6532","33.9385","Malawi","MW","MWI","Dowa","admin","","1454644071" +"Mchinji","Mchinji","-13.8000","32.9000","Malawi","MW","MWI","Mchinji","admin","18305","1454607053" +"Nkhotakota","Nkhotakota","-12.9163","34.3000","Malawi","MW","MWI","Nkhotakota","admin","59854","1454281420" +"Kasungu","Kasungu","-13.0364","33.4822","Malawi","MW","MWI","Kasungu","admin","","1454117674" +"Ntcheu","Ntcheu","-14.8167","34.6333","Malawi","MW","MWI","Ntcheu","admin","10445","1454008976" +"Dedza","Dedza","-14.3667","34.3333","Malawi","MW","MWI","Dedza","admin","15608","1454412462" +"Salima","Salima","-13.7829","34.4333","Malawi","MW","MWI","Salima","admin","71181","1454747771" +"Lilongwe","Lilongwe","-13.9833","33.7833","Malawi","MW","MWI","Lilongwe","primary","646750","1454688499" +"Mangochi","Mangochi","-14.4596","35.2700","Malawi","MW","MWI","Mangochi","admin","97711","1454766726" +"Balaka","Balaka","-14.9889","34.9591","Malawi","MW","MWI","Balaka","admin","","1454732693" +"Machinga","Machinga","-14.9667","35.5167","Malawi","MW","MWI","Machinga","admin","1418","1454566785" +"Nacozari de García","Nacozari de Garcia","30.4200","-109.6500","Mexico","MX","MEX","Sonora","","11872","1484108383" +"Nueva Rosita","Nueva Rosita","27.9500","-101.2200","Mexico","MX","MEX","Coahuila de Zaragoza","","36642","1484540557" +"San Felipe","San Felipe","31.0241","-114.8496","Mexico","MX","MEX","Baja California","","20750","1484794463" +"Zacatecas","Zacatecas","22.7704","-102.5800","Mexico","MX","MEX","Zacatecas","admin","234481","1484118312" +"Irapuato","Irapuato","20.6700","-101.5000","Mexico","MX","MEX","Guanajuato","minor","339554","1484625454" +"Vicente Guerrero","Vicente Guerrero","30.7641","-116.0093","Mexico","MX","MEX","Baja California","","12829","1484159343" +"San Quintín","San Quintin","30.4837","-115.9500","Mexico","MX","MEX","Baja California","","5433","1484693426" +"Chetumal","Chetumal","18.5000","-88.3000","Mexico","MX","MEX","Quintana Roo","admin","154517","1484338031" +"Esperanza","Esperanza","27.5800","-109.9300","Mexico","MX","MEX","Sonora","","3836","1484729183" +"Izamal","Izamal","20.9304","-89.0201","Mexico","MX","MEX","Yucatán","","14954","1484567751" +"Ticul","Ticul","20.4004","-89.5300","Mexico","MX","MEX","Yucatán","","30519","1484056090" +"Villahermosa","Villahermosa","18.0000","-92.9000","Mexico","MX","MEX","Tabasco","admin","428564","1484460894" +"Mazatlán","Mazatlan","23.2211","-106.4200","Mexico","MX","MEX","Sinaloa","minor","368204","1484841466" +"Ciudad Victoria","Ciudad Victoria","23.7200","-99.1300","Mexico","MX","MEX","Tamaulipas","admin","274900","1484616519" +"Mexicali","Mexicali","32.6500","-115.4800","Mexico","MX","MEX","Baja California","admin","885000","1484788702" +"Aguascalientes","Aguascalientes","21.8795","-102.2904","Mexico","MX","MEX","Aguascalientes","admin","869000","1484666646" +"Chihuahua","Chihuahua","28.6450","-106.0850","Mexico","MX","MEX","Chihuahua","admin","793000","1484335603" +"Guanajuato","Guanajuato","21.0204","-101.2800","Mexico","MX","MEX","Guanajuato","admin","112200","1484185068" +"Chilpancingo","Chilpancingo","17.5500","-99.5000","Mexico","MX","MEX","Guerrero","admin","182387","1484290575" +"Pachuca","Pachuca","20.1704","-98.7300","Mexico","MX","MEX","Hidalgo","admin","319581","1484575026" +"Guadalajara","Guadalajara","20.6700","-103.3300","Mexico","MX","MEX","Jalisco","admin","4198000","1484950208" +"Cuernavaca","Cuernavaca","18.9211","-99.2400","Mexico","MX","MEX","Morelos","admin","834001","1484926471" +"Monterrey","Monterrey","25.6700","-100.3300","Mexico","MX","MEX","Nuevo León","admin","3712000","1484559591" +"Lázaro Cárdenas","Lazaro Cardenas","17.9587","-102.2000","Mexico","MX","MEX","Michoacán de Ocampo","","160087","1484804575" +"Miahuatlán","Miahuatlan","16.3300","-96.6000","Mexico","MX","MEX","Oaxaca","minor","17632","1484776246" +"Mitla","Mitla","16.9170","-96.4000","Mexico","MX","MEX","Oaxaca","minor","7547","1484844758" +"Valladolid","Valladolid","20.6704","-88.2000","Mexico","MX","MEX","Yucatán","","48479","1484332013" +"Ciudad Constitución","Ciudad Constitucion","25.0400","-111.6600","Mexico","MX","MEX","Baja California Sur","minor","39915","1484811681" +"Villa Unión","Villa Union","23.2000","-106.2300","Mexico","MX","MEX","Sinaloa","","15443","1484310975" +"Eldorado","Eldorado","24.3305","-107.3700","Mexico","MX","MEX","Sinaloa","","17365","1484719986" +"Tekax","Tekax","20.2000","-89.2800","Mexico","MX","MEX","Yucatán","","22806","1484782521" +"Montemorelos","Montemorelos","25.1900","-99.8400","Mexico","MX","MEX","Nuevo León","minor","42640","1484813948" +"Xalapa","Xalapa","19.5300","-96.9200","Mexico","MX","MEX","Veracruz","admin","452186","1484334948" +"Teziutlán","Teziutlan","19.8204","-97.3600","Mexico","MX","MEX","Puebla","","177796","1484709570" +"Motul","Motul","21.1000","-89.2800","Mexico","MX","MEX","Yucatán","","21253","1484505595" +"Mérida","Merida","20.9666","-89.6166","Mexico","MX","MEX","Yucatán","admin","965000","1484396779" +"Guerrero Negro","Guerrero Negro","27.9904","-114.1700","Mexico","MX","MEX","Baja California","","13054","1484879768" +"Saltillo","Saltillo","25.4200","-101.0050","Mexico","MX","MEX","Coahuila de Zaragoza","admin","754000","1484107245" +"Punta Prieta","Punta Prieta","28.9337","-114.1666","Mexico","MX","MEX","Baja California","","527","1484583029" +"Salina Cruz","Salina Cruz","16.1671","-95.2000","Mexico","MX","MEX","Oaxaca","","81063","1484364230" +"Durango","Durango","24.0311","-104.6700","Mexico","MX","MEX","Durango","admin","457140","1484854616" +"Acatlan","Acatlan","18.2000","-98.0500","Mexico","MX","MEX","Puebla","","18879","1484340141" +"Tepic","Tepic","21.5054","-104.8800","Mexico","MX","MEX","Nayarit","admin","318781","1484433877" +"Tecuala","Tecuala","22.4004","-105.4600","Mexico","MX","MEX","Nayarit","minor","14921","1484955369" +"Ayutla","Ayutla","16.9004","-99.2200","Mexico","MX","MEX","Guerrero","minor","9897","1484235149" +"Huajuapan de León","Huajuapan de Leon","17.8104","-97.7900","Mexico","MX","MEX","Oaxaca","minor","47844","1484375272" +"Pochutla","Pochutla","15.7304","-96.4700","Mexico","MX","MEX","Oaxaca","minor","24481","1484815091" +"Colima","Colima","19.2300","-103.7200","Mexico","MX","MEX","Colima","admin","223287","1484585697" +"Autlan","Autlan","19.7700","-104.3700","Mexico","MX","MEX","Jalisco","minor","47669","1484240559" +"Coalcoman","Coalcoman","18.7804","-103.1500","Mexico","MX","MEX","Michoacán de Ocampo","minor","10715","1484699271" +"Apatzingán","Apatzingan","19.0800","-102.3500","Mexico","MX","MEX","Michoacán de Ocampo","","98422","1484693242" +"Halachó","Halacho","20.4800","-90.0800","Mexico","MX","MEX","Yucatán","minor","9165","1484161200" +"Peto","Peto","20.1300","-88.9200","Mexico","MX","MEX","Yucatán","","17607","1484013411" +"Papasquiaro","Papasquiaro","24.8304","-105.3400","Mexico","MX","MEX","Durango","","22750","1484521716" +"Puerto Escondido","Puerto Escondido","15.8592","-97.0659","Mexico","MX","MEX","Oaxaca","","19488","1484644846" +"Hermosillo","Hermosillo","29.0989","-110.9541","Mexico","MX","MEX","Sonora","admin","595811","1484015319" +"Juchitan","Juchitan","16.4300","-95.0200","Mexico","MX","MEX","Oaxaca","minor","67637","1484386317" +"San Luis Potosí","San Luis Potosi","22.1700","-101.0000","Mexico","MX","MEX","San Luis Potosí","admin","992000","1484583620" +"Culiacán","Culiacan","24.8300","-107.3800","Mexico","MX","MEX","Sinaloa","admin","809000","1484516810" +"Uruapan","Uruapan","19.4204","-102.0700","Mexico","MX","MEX","Michoacán de Ocampo","minor","264531","1484051478" +"Tehuantepec","Tehuantepec","16.3300","-95.2300","Mexico","MX","MEX","Oaxaca","minor","42776","1484904308" +"Salamanca","Salamanca","20.5704","-101.2000","Mexico","MX","MEX","Guanajuato","minor","197524","1484741627" +"Mexico City","Mexico City","19.4424","-99.1310","Mexico","MX","MEX","Ciudad de México","primary","19028000","1484247881" +"Zamora","Zamora","19.9804","-102.2800","Mexico","MX","MEX","Michoacán de Ocampo","","214947","1484229977" +"Tlaxiaco","Tlaxiaco","17.2704","-97.6800","Mexico","MX","MEX","Oaxaca","minor","21391","1484201826" +"Petatlán","Petatlan","17.5204","-101.2700","Mexico","MX","MEX","Guerrero","minor","31910","1484714363" +"La Cruz","La Cruz","23.9204","-106.9000","Mexico","MX","MEX","Sinaloa","minor","11900","1484243519" +"Allende","Allende","28.3300","-100.8500","Mexico","MX","MEX","Coahuila de Zaragoza","minor","19636","1484737223" +"Agua Prieta","Agua Prieta","31.3223","-109.5630","Mexico","MX","MEX","Sonora","minor","86083","1484381848" +"Piedras Negras","Piedras Negras","28.7076","-100.5317","Mexico","MX","MEX","Coahuila de Zaragoza","minor","139619","1484000400" +"Reynosa","Reynosa","26.0800","-98.3000","Mexico","MX","MEX","Tamaulipas","minor","498654","1484737671" +"Ojinaga","Ojinaga","29.5404","-104.4100","Mexico","MX","MEX","Chihuahua","minor","22128","1484761843" +"La Paz","La Paz","24.1400","-110.3200","Mexico","MX","MEX","Baja California Sur","admin","189767","1484005187" +"Tapachula","Tapachula","14.9000","-92.2700","Mexico","MX","MEX","Chiapas","minor","221521","1484997178" +"Escuintla","Escuintla","15.3300","-92.6300","Mexico","MX","MEX","Chiapas","minor","107638","1484508510" +"Atlixco","Atlixco","18.9000","-98.4500","Mexico","MX","MEX","Puebla","minor","97842","1484268457" +"Orizaba","Orizaba","18.8500","-97.1300","Mexico","MX","MEX","Veracruz","minor","355333","1484766767" +"Taxco","Taxco","18.5704","-99.6200","Mexico","MX","MEX","Guerrero","minor","53217","1484987082" +"Iguala","Iguala","18.3700","-99.5400","Mexico","MX","MEX","Guerrero","minor","112106","1484280781" +"Cabo San Lucas","Cabo San Lucas","22.8928","-109.9045","Mexico","MX","MEX","Baja California Sur","","42601","1484694325" +"Villanueva","Villanueva","22.3500","-102.8800","Mexico","MX","MEX","Zacatecas","minor","11138","1484244113" +"Tecpan","Tecpan","17.2500","-100.6800","Mexico","MX","MEX","Guerrero","minor","14638","1484708548" +"Atoyac","Atoyac","17.2000","-100.4300","Mexico","MX","MEX","Guerrero","minor","20515","1484657833" +"Jaltipan","Jaltipan","17.9400","-94.7400","Mexico","MX","MEX","Veracruz","minor","66998","1484054405" +"La Barca","La Barca","20.2804","-102.5600","Mexico","MX","MEX","Jalisco","minor","35345","1484900173" +"Querétaro","Queretaro","20.6300","-100.3800","Mexico","MX","MEX","Querétaro","admin","961000","1484604775" +"León","Leon","21.1500","-101.7000","Mexico","MX","MEX","Guanajuato","minor","1488000","1484811199" +"Pijijiapan","Pijijiapan","15.6904","-93.2200","Mexico","MX","MEX","Chiapas","minor","23675","1484994799" +"Campeche","Campeche","19.8300","-90.5000","Mexico","MX","MEX","Campeche","admin","205212","1484431512" +"Toluca","Toluca","19.3304","-99.6700","Mexico","MX","MEX","México","admin","1531000","1484124846" +"Tlaxcala","Tlaxcala","19.3200","-98.2300","Mexico","MX","MEX","Tlaxcala","admin","503878","1484359502" +"Oaxaca","Oaxaca","17.0827","-96.6699","Mexico","MX","MEX","Oaxaca","admin","530728","1484301467" +"Puebla","Puebla","19.0500","-98.2000","Mexico","MX","MEX","Puebla","admin","2195000","1484416394" +"Tuxtla Gutiérrez","Tuxtla Gutierrez","16.7500","-93.1500","Mexico","MX","MEX","Chiapas","admin","481128","1484832519" +"Lagos de Moreno","Lagos de Moreno","21.3704","-101.9300","Mexico","MX","MEX","Jalisco","minor","94127","1484759605" +"Progreso","Progreso","21.2833","-89.6666","Mexico","MX","MEX","Yucatán","minor","47124","1484340626" +"Tuxpam","Tuxpam","20.9604","-97.4100","Mexico","MX","MEX","Veracruz","minor","109049","1484316468" +"Balancán","Balancan","17.8000","-91.5300","Mexico","MX","MEX","Tabasco","minor","11895","1484783192" +"Tizimín","Tizimin","21.1304","-88.1500","Mexico","MX","MEX","Yucatán","minor","41993","1484254957" +"Los Mochis","Los Mochis","25.7900","-109.0000","Mexico","MX","MEX","Sinaloa","minor","249047","1484443585" +"Altata","Altata","24.6360","-107.9162","Mexico","MX","MEX","Sinaloa","","1000","1484699069" +"Navajoa","Navajoa","27.0819","-109.4546","Mexico","MX","MEX","Sonora","minor","116093","1484166303" +"Santa Barbara","Santa Barbara","26.8004","-105.8200","Mexico","MX","MEX","Chihuahua","minor","10800","1484698134" +"Ciudad Hidalgo","Ciudad Hidalgo","19.6800","-100.5700","Mexico","MX","MEX","Michoacán de Ocampo","minor","64154","1484580926" +"Parras","Parras","25.4204","-102.1799","Mexico","MX","MEX","Coahuila de Zaragoza","minor","32253","1484273682" +"Hidalgo del Parral","Hidalgo del Parral","26.9334","-105.6666","Mexico","MX","MEX","Chihuahua","minor","103378","1484607603" +"Delicias","Delicias","28.2000","-105.5000","Mexico","MX","MEX","Chihuahua","","114783","1484513329" +"Ensenada","Ensenada","31.8700","-116.6200","Mexico","MX","MEX","Baja California","minor","256565","1484714297" +"Linares","Linares","24.8604","-99.5700","Mexico","MX","MEX","Nuevo León","minor","57731","1484504671" +"San Juan del Río","San Juan del Rio","20.3800","-100.0000","Mexico","MX","MEX","Querétaro","minor","147559","1484890205" +"Minatitlán","Minatitlan","17.9805","-94.5300","Mexico","MX","MEX","Veracruz","minor","201902","1484735713" +"Villa Ahumada","Villa Ahumada","30.6104","-106.5100","Mexico","MX","MEX","Chihuahua","minor","9326","1484004336" +"Tehuacan","Tehuacan","18.4504","-97.3800","Mexico","MX","MEX","Puebla","minor","241429","1484817336" +"Ciudad del Carmen","Ciudad del Carmen","18.6537","-91.8245","Mexico","MX","MEX","Campeche","minor","156195","1484192447" +"Morelia","Morelia","19.7334","-101.1895","Mexico","MX","MEX","Michoacán de Ocampo","","644306","1484669072" +"Escuinapa","Escuinapa","22.8504","-105.8000","Mexico","MX","MEX","Sinaloa","minor","28248","1484295544" +"Nezahualcoyotl","Nezahualcoyotl","19.4100","-99.0300","Mexico","MX","MEX","México","","1109363","1484016661" +"Gómez Palacio","Gomez Palacio","25.5701","-103.5000","Mexico","MX","MEX","Durango","minor","399328","1484092318" +"Paraíso","Paraiso","18.4000","-93.2300","Mexico","MX","MEX","Tabasco","minor","23830","1484393519" +"Frontera","Frontera","18.5804","-92.6500","Mexico","MX","MEX","Tabasco","minor","22621","1484000527" +"Tenosique","Tenosique","17.4804","-91.4300","Mexico","MX","MEX","Tabasco","minor","32415","1484303350" +"Tecoman","Tecoman","18.9204","-103.8800","Mexico","MX","MEX","Colima","minor","91321","1484348795" +"Aldama","Aldama","22.9204","-98.0700","Mexico","MX","MEX","Tamaulipas","minor","12292","1484835121" +"Loreto","Loreto","26.0133","-111.3517","Mexico","MX","MEX","Baja California Sur","minor","11227","1484876942" +"Santa Rosalía","Santa Rosalia","27.3171","-112.2834","Mexico","MX","MEX","Baja California Sur","minor","11899","1484950775" +"El Fuerte","El Fuerte","26.4204","-108.6200","Mexico","MX","MEX","Sinaloa","minor","11171","1484950387" +"Guasave","Guasave","25.5705","-108.4700","Mexico","MX","MEX","Sinaloa","minor","96860","1484450749" +"Manzanillo","Manzanillo","19.0496","-104.3231","Mexico","MX","MEX","Colima","minor","110735","1484223913" +"Celaya","Celaya","20.5300","-100.8000","Mexico","MX","MEX","Guanajuato","minor","383697","1484979555" +"San Pedro de las Colonias","San Pedro de las Colonias","25.7592","-102.9827","Mexico","MX","MEX","Coahuila de Zaragoza","minor","53688","1484673086" +"Monclova","Monclova","26.9000","-101.4200","Mexico","MX","MEX","Coahuila de Zaragoza","minor","236244","1484281759" +"Torreón","Torreon","25.5701","-103.4200","Mexico","MX","MEX","Coahuila de Zaragoza","minor","1144000","1484215762" +"Nogales","Nogales","31.3050","-110.9450","Mexico","MX","MEX","Sonora","minor","178097","1484364591" +"Rio Verde","Rio Verde","21.9300","-99.9800","Mexico","MX","MEX","San Luis Potosí","minor","69613","1484341437" +"Tamuín","Tamuin","21.9804","-98.7500","Mexico","MX","MEX","San Luis Potosí","minor","14748","1484269723" +"Tamazunchale","Tamazunchale","21.2704","-98.7800","Mexico","MX","MEX","San Luis Potosí","minor","72685","1484802864" +"Ciudad Valles","Ciudad Valles","21.9800","-99.0200","Mexico","MX","MEX","San Luis Potosí","minor","114964","1484904610" +"Cardenas","Cardenas","22.0000","-99.6700","Mexico","MX","MEX","San Luis Potosí","minor","15331","1484956696" +"Guamúchil","Guamuchil","25.4704","-108.0900","Mexico","MX","MEX","Sinaloa","minor","62695","1484709566" +"Tijuana","Tijuana","32.5000","-117.0800","Mexico","MX","MEX","Baja California","minor","1553000","1484708778" +"Cozumel","Cozumel","20.5100","-86.9500","Mexico","MX","MEX","Quintana Roo","minor","73934","1484935305" +"Isla Mujeres","Isla Mujeres","21.2084","-86.7115","Mexico","MX","MEX","Quintana Roo","minor","12491","1484856745" +"Cancún","Cancun","21.1700","-86.8300","Mexico","MX","MEX","Quintana Roo","minor","542043","1484010310" +"Felipe Carrillo Puerto","Felipe Carrillo Puerto","19.5804","-88.0500","Mexico","MX","MEX","Quintana Roo","minor","24807","1484914299" +"Champotón","Champoton","19.3504","-90.7200","Mexico","MX","MEX","Campeche","minor","26636","1484959684" +"Cuencame","Cuencame","24.8704","-103.7000","Mexico","MX","MEX","Durango","minor","8876","1484919654" +"Canatlan","Canatlan","24.5200","-104.7800","Mexico","MX","MEX","Durango","minor","10342","1484221814" +"Compostela","Compostela","21.2304","-104.9000","Mexico","MX","MEX","Nayarit","minor","16162","1484966833" +"Santiago Ixcuintla","Santiago Ixcuintla","21.8200","-105.2200","Mexico","MX","MEX","Nayarit","minor","18365","1484248235" +"Tuxpan","Tuxpan","21.9304","-105.2700","Mexico","MX","MEX","Nayarit","minor","26115","1484274950" +"Matehuala","Matehuala","23.6604","-100.6500","Mexico","MX","MEX","San Luis Potosí","minor","67717","1484682498" +"Fresnillo","Fresnillo","23.1704","-102.8600","Mexico","MX","MEX","Zacatecas","minor","105488","1484014035" +"Valparaíso","Valparaiso","22.7704","-103.5700","Mexico","MX","MEX","Zacatecas","minor","10545","1484885454" +"Sabinas Hidalgo","Sabinas Hidalgo","26.5100","-100.1800","Mexico","MX","MEX","Nuevo León","minor","32047","1484159329" +"Ascensión","Ascension","31.1000","-107.9800","Mexico","MX","MEX","Chihuahua","minor","11781","1484659928" +"Ciudad Juárez","Ciudad Juarez","31.6904","-106.4900","Mexico","MX","MEX","Chihuahua","minor","1343000","1484840083" +"Juan Aldama","Juan Aldama","24.2904","-103.3900","Mexico","MX","MEX","Zacatecas","minor","14162","1484898373" +"Caborca","Caborca","30.7161","-112.1642","Mexico","MX","MEX","Sonora","minor","57357","1484993432" +"Magdalena","Magdalena","30.6166","-111.0500","Mexico","MX","MEX","Sonora","minor","23359","1484799240" +"Mazatlán","Mazatlan","29.0171","-110.1333","Mexico","MX","MEX","Sonora","minor","500000","1484350756" +"Puerto Vallarta","Puerto Vallarta","20.6771","-105.2450","Mexico","MX","MEX","Jalisco","minor","187134","1484408906" +"Zumpango","Zumpango","19.8104","-99.1100","Mexico","MX","MEX","México","minor","250000","1484625824" +"Nuevo Laredo","Nuevo Laredo","27.5000","-99.5500","Mexico","MX","MEX","Tamaulipas","minor","349550","1484597234" +"Matamoros","Matamoros","25.8800","-97.5000","Mexico","MX","MEX","Tamaulipas","minor","538785","1484614906" +"San Fernando","San Fernando","24.8504","-98.1600","Mexico","MX","MEX","Tamaulipas","minor","29171","1484830415" +"Ciudad Madero","Ciudad Madero","22.3189","-97.8361","Mexico","MX","MEX","Tamaulipas","minor","192736","1484185237" +"Tampico","Tampico","22.3000","-97.8700","Mexico","MX","MEX","Tamaulipas","minor","859419","1484060031" +"Ciudad Mante","Ciudad Mante","22.7334","-98.9500","Mexico","MX","MEX","Tamaulipas","minor","79981","1484536173" +"Tula","Tula","23.0004","-99.7200","Mexico","MX","MEX","Tamaulipas","minor","9054","1484516323" +"Ciudad Guzman","Ciudad Guzman","19.7104","-103.4600","Mexico","MX","MEX","Jalisco","minor","92161","1484316056" +"Ciudad Camargo","Ciudad Camargo","27.6904","-105.1701","Mexico","MX","MEX","Chihuahua","minor","37743","1484013592" +"Cuauhtémoc","Cuauhtemoc","28.4257","-106.8696","Mexico","MX","MEX","Chihuahua","minor","90835","1484365643" +"Nuevo Casas Grandes","Nuevo Casas Grandes","30.4185","-107.9119","Mexico","MX","MEX","Chihuahua","minor","54826","1484004002" +"Poza Rica de Hidalgo","Poza Rica de Hidalgo","20.5504","-97.4700","Mexico","MX","MEX","Veracruz","minor","254481","1484808798" +"Ometepec","Ometepec","16.6801","-98.4200","Mexico","MX","MEX","Guerrero","minor","30271","1484936909" +"Ciudad Altamirano","Ciudad Altamirano","18.3204","-100.6500","Mexico","MX","MEX","Guerrero","minor","24533","1484274706" +"Huatabampo","Huatabampo","26.8304","-109.6300","Mexico","MX","MEX","Sonora","minor","30426","1484335657" +"Ciudad Obregon","Ciudad Obregon","27.4666","-109.9250","Mexico","MX","MEX","Sonora","minor","288002","1484887986" +"Guaymas","Guaymas","27.9300","-110.8900","Mexico","MX","MEX","Sonora","minor","103449","1484689704" +"Pánuco","Panuco","22.0604","-98.1900","Mexico","MX","MEX","Veracruz","minor","35316","1484059135" +"Cananea","Cananea","30.9904","-110.3000","Mexico","MX","MEX","Sonora","minor","33433","1484752107" +"Acapulco","Acapulco","16.8500","-99.9160","Mexico","MX","MEX","Guerrero","minor","715584","1484463183" +"San Cristobal de Las Casas","San Cristobal de Las Casas","16.7500","-92.6334","Mexico","MX","MEX","Chiapas","minor","186661","1484451215" +"Veracruz","Veracruz","19.1773","-96.1600","Mexico","MX","MEX","Veracruz","minor","578963","1484992153" +"Coatzacoalcos","Coatzacoalcos","18.1204","-94.4200","Mexico","MX","MEX","Veracruz","minor","287285","1484016854" +"Santiago Tuxtla","Santiago Tuxtla","18.4704","-95.3000","Mexico","MX","MEX","Veracruz","minor","15681","1484009696" +"Córdoba","Cordoba","18.9204","-96.9200","Mexico","MX","MEX","Veracruz","minor","220563","1484179679" +"Nautla","Nautla","20.2166","-96.7834","Mexico","MX","MEX","Veracruz","minor","2890","1484174535" +"Sibu","Sibu","2.3030","111.8430","Malaysia","MY","MYS","Sarawak","","203832","1458970454" +"Shah Alam","Shah Alam","3.0667","101.5500","Malaysia","MY","MYS","","","481654","1458194263" +"Bintulu","Bintulu","3.1664","113.0360","Malaysia","MY","MYS","Sarawak","","151617","1458164361" +"Kuching","Kuching","1.5300","110.3300","Malaysia","MY","MYS","Sarawak","admin","570407","1458462262" +"Victoria","Victoria","5.2767","115.2417","Malaysia","MY","MYS","Labuan","admin","","1458460967" +"Taiping","Taiping","4.8650","100.7200","Malaysia","MY","MYS","Perak","","237095","1458446120" +"Chukai","Chukai","4.2332","103.4479","Malaysia","MY","MYS","Terengganu","","82425","1458033606" +"Kuala Lumpur","Kuala Lumpur","3.1667","101.7000","Malaysia","MY","MYS","Kuala Lumpur ","primary","1448000","1458988644" +"Kangar","Kangar","6.4330","100.1900","Malaysia","MY","MYS","Perlis","admin","63869","1458939333" +"Alor Setar","Alor Setar","6.1133","100.3729","Malaysia","MY","MYS","Kedah","admin","336475","1458273978" +"George Town","George Town","5.4136","100.3294","Malaysia","MY","MYS","Pulau Pinang","admin","2500000","1458236750" +"Butterworth","Butterworth","5.4171","100.4000","Malaysia","MY","MYS","Pulau Pinang","","821652","1458469233" +"Sungai Petani","Sungai Petani","5.6497","100.4793","Malaysia","MY","MYS","Kedah","","358499","1458639918" +"Sandakan","Sandakan","5.8430","118.1080","Malaysia","MY","MYS","Sabah","","392288","1458405180" +"Lahad Datu","Lahad Datu","5.0464","118.3360","Malaysia","MY","MYS","Sabah","","105622","1458472057" +"Kota Baharu","Kota Baharu","6.1200","102.2300","Malaysia","MY","MYS","Kelantan","minor","505583","1458150101" +"Johor Bahru","Johor Bahru","1.4800","103.7300","Malaysia","MY","MYS","Johor","admin","875000","1458747615" +"Keluang","Keluang","2.0383","103.3179","Malaysia","MY","MYS","Johor","","169828","1458692921" +"Kuala Terengganu","Kuala Terengganu","5.3304","103.1200","Malaysia","MY","MYS","Terengganu","admin","350210","1458475563" +"Ipoh","Ipoh","4.6000","101.0650","Malaysia","MY","MYS","Perak","admin","673318","1458423505" +"Kuantan","Kuantan","3.8300","103.3200","Malaysia","MY","MYS","Pahang","admin","366229","1458763489" +"Kota Kinabalu","Kota Kinabalu","5.9800","116.1100","Malaysia","MY","MYS","Sabah","admin","527671","1458441859" +"Tawau","Tawau","4.2710","117.8960","Malaysia","MY","MYS","Sabah","","306462","1458745722" +"Kuala Lipis","Kuala Lipis","4.1840","102.0420","Malaysia","MY","MYS","Pahang","","15448","1458124212" +"Teluk Intan","Teluk Intan","4.0119","101.0314","Malaysia","MY","MYS","Perak","","101659","1458126062" +"Malacca","Malacca","2.2064","102.2465","Malaysia","MY","MYS","Melaka","","788706","1458467506" +"Muar","Muar","2.0337","102.5666","Malaysia","MY","MYS","Johor","","191346","1458170112" +"Miri","Miri","4.3999","113.9845","Malaysia","MY","MYS","Sarawak","","228212","1458079883" +"Seremban","Seremban","2.7105","101.9400","Malaysia","MY","MYS","Negeri Sembilan","admin","372917","1458051507" +"Putrajaya","Putrajaya","2.9140","101.7019","Malaysia","MY","MYS","Negeri Sembilan","","67964","1458754832" +"Raub","Raub","3.7927","101.8423","Malaysia","MY","MYS","Pahang","","40024","1458881822" +"Batu Pahat","Batu Pahat","1.8504","102.9333","Malaysia","MY","MYS","Johor","","199619","1458310769" +"Kelang","Kelang","3.0204","101.5500","Malaysia","MY","MYS","Selangor","admin","956000","1458509635" +"Espungabera","Espungabera","-20.4501","32.7700","Mozambique","MZ","MOZ","Manica","","393","1508256538" +"Quelimane","Quelimane","-17.8800","36.8900","Mozambique","MZ","MOZ","Zambézia","admin","188964","1508396687" +"Nicuadala","Nicuadala","-17.6077","36.8197","Mozambique","MZ","MOZ","Zambézia","","6945","1508484170" +"Mapai","Mapai","-22.8427","31.9631","Mozambique","MZ","MOZ","Gaza","","201","1508081096" +"Mocimboa","Mocimboa","-11.3196","40.3500","Mozambique","MZ","MOZ","","","27909","1508815299" +"Maxixe","Maxixe","-23.8660","35.3886","Mozambique","MZ","MOZ","Inhambane","","119868","1508002342" +"Mocambique","Mocambique","-15.0399","40.6822","Mozambique","MZ","MOZ","Nampula","","54315","1508063712" +"Nampula","Nampula","-15.1360","39.2930","Mozambique","MZ","MOZ","Nampula","admin","388526","1508958445" +"Massangena","Massangena","-21.5373","32.9564","Mozambique","MZ","MOZ","Gaza","","650","1508224482" +"Quissico","Quissico","-24.7257","34.7660","Mozambique","MZ","MOZ","Inhambane","","1210","1508214411" +"Chiramba","Chiramba","-16.8921","34.6559","Mozambique","MZ","MOZ","Manica","","556","1508392455" +"Xai-Xai","Xai-Xai","-25.0400","33.6400","Mozambique","MZ","MOZ","Gaza","admin","128805","1508689070" +"Ligonha","Ligonha","-15.1757","37.7400","Mozambique","MZ","MOZ","Nampula","","3500","1508105140" +"Vilanculos","Vilanculos","-21.9995","35.3166","Mozambique","MZ","MOZ","Inhambane","","177","1508379289" +"Dondo","Dondo","-19.6196","34.7300","Mozambique","MZ","MOZ","Sofala","","78648","1508741848" +"Macia","Macia","-25.0195","33.0900","Mozambique","MZ","MOZ","Gaza","","23156","1508558129" +"Moatize","Moatize","-16.0995","33.9500","Mozambique","MZ","MOZ","Tete","","42000","1508074512" +"Angoche","Angoche","-16.2300","39.9100","Mozambique","MZ","MOZ","Nampula","","57835","1508591443" +"Cuamba","Cuamba","-14.7896","36.5400","Mozambique","MZ","MOZ","Niassa","","73268","1508862081" +"Inhambane","Inhambane","-23.8580","35.3398","Mozambique","MZ","MOZ","Inhambane","admin","115776","1508945412" +"Beira","Beira","-19.8200","34.8700","Mozambique","MZ","MOZ","Sofala","admin","530604","1508407369" +"Lichinga","Lichinga","-13.3000","35.2400","Mozambique","MZ","MOZ","Niassa","admin","109839","1508041628" +"Pemba","Pemba","-12.9830","40.5323","Mozambique","MZ","MOZ","Cabo Delgado","admin","110643","1508872233" +"Panda","Panda","-24.0629","34.7303","Mozambique","MZ","MOZ","Inhambane","","602","1508574997" +"Manica","Manica","-18.9696","32.8800","Mozambique","MZ","MOZ","Manica","","4000","1508848017" +"Nacala","Nacala","-14.5186","40.7150","Mozambique","MZ","MOZ","Nampula","","224795","1508752825" +"Montepuez","Montepuez","-13.1196","39.0000","Mozambique","MZ","MOZ","Cabo Delgado","","72279","1508552201" +"Maputo","Maputo","-25.9553","32.5892","Mozambique","MZ","MOZ","Maputo","primary","1446000","1508074843" +"Mocuba","Mocuba","-16.8496","38.2600","Mozambique","MZ","MOZ","Zambézia","","68984","1508699932" +"Marrupa","Marrupa","-13.1984","37.4995","Mozambique","MZ","MOZ","Niassa","","8762","1508890063" +"Chimoio","Chimoio","-19.1200","33.4700","Mozambique","MZ","MOZ","Manica","admin","256936","1508460246" +"Tete","Tete","-16.1700","33.5800","Mozambique","MZ","MOZ","Tete","admin","129316","1508476900" +"Matola","Matola","-25.9696","32.4600","Mozambique","MZ","MOZ","Maputo","","543907","1508768577" +"Oshikango","Oshikango","-17.3995","15.8800","Namibia","NA","NAM","Ohangwena","","12423","1516819374" +"Okahandja","Okahandja","-21.9796","16.9100","Namibia","NA","NAM","Otjozondjupa","","20879","1516123978" +"Ongwediva","Ongwediva","-17.7800","15.7700","Namibia","NA","NAM","Oshana","","25032","1516962966" +"Windhoek","Windhoek","-22.5700","17.0835","Namibia","NA","NAM","Khomas","primary","268132","1516802003" +"Oranjemund","Oranjemund","-28.5495","16.4300","Namibia","NA","NAM","//Karas","","8496","1516991599" +"Otavi","Otavi","-19.6400","17.3420","Namibia","NA","NAM","Otjozondjupa","","4562","1516874756" +"Rehoboth","Rehoboth","-23.3196","17.0800","Namibia","NA","NAM","Hardap","","25219","1516928100" +"Bethanie","Bethanie","-26.4995","17.1500","Namibia","NA","NAM","//Karas","","10363","1516358571" +"Karasburg","Karasburg","-28.0196","18.7400","Namibia","NA","NAM","//Karas","","6054","1516005938" +"Omaruru","Omaruru","-21.4360","15.9510","Namibia","NA","NAM","Erongo","","11547","1516735467" +"Walvis Bay","Walvis Bay","-22.9575","14.5053","Namibia","NA","NAM","Erongo","","52058","1516267898" +"Karibib","Karibib","-21.9390","15.8530","Namibia","NA","NAM","Erongo","","6898","1516472073" +"Lüderitz","Luderitz","-26.6480","15.1594","Namibia","NA","NAM","//Karas","","15137","1516141896" +"Grootfontein","Grootfontein","-19.5666","18.1166","Namibia","NA","NAM","Otjozondjupa","","24099","1516286878" 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+"Pokhara","Pokhara","28.2640","83.9720","Nepal","NP","NPL","","","200000","1524416084" +"Hetauda","Hetauda","27.4167","85.0334","Nepal","NP","NPL","","","232334","1524551914" +"Dandeldhura","Dandeldhura","29.3000","80.6000","Nepal","NP","NPL","","","19014","1524639464" +"Baglung","Baglung","28.2667","83.5833","Nepal","NP","NPL","","","23296","1524266307" +"Ramechhap","Ramechhap","27.3260","86.0870","Nepal","NP","NPL","Janakpur","","15000","1524628973" +"Lalitpur","Lalitpur","27.6666","85.3333","Nepal","NP","NPL","","","337785","1524593184" +"Biratnagar","Biratnagar","26.4837","87.2833","Nepal","NP","NPL","","","182324","1524520011" +"Rajbiraj","Rajbiraj","26.5333","86.7333","Nepal","NP","NPL","","","33061","1524363655" +"Bhimphedi","Bhimphedi","27.5510","85.1300","Nepal","NP","NPL","","","15000","1524596923" +"Ilam","Ilam","26.9080","87.9260","Nepal","NP","NPL","","","17491","1524034598" +"Dhangarhi","Dhangarhi","28.6950","80.5930","Nepal","NP","NPL","","","92294","1524561456" +"Birganj","Birganj","27.0004","84.8666","Nepal","NP","NPL","","","133238","1524676691" +"Nepalganj","Nepalganj","28.0503","81.6167","Nepal","NP","NPL","","","64400","1524207917" +"Alofi","Alofi","-19.0167","-169.9167","Niue","NU","NIU","","primary","","1570882835" +"Masterton","Masterton","-40.9439","175.6456","New Zealand","NZ","NZL","Wellington","","20200","1554641049" +"Gore","Gore","-46.0947","168.9604","New Zealand","NZ","NZL","Southland","","9750","1554979133" +"Te Anau","Te Anau","-45.4074","167.7585","New Zealand","NZ","NZL","Southland","","1857","1554603580" +"Invercargill","Invercargill","-46.4094","168.3650","New Zealand","NZ","NZL","Southland","","49200","1554148942" +"Ashburton","Ashburton","-43.8983","171.7486","New Zealand","NZ","NZL","Canterbury","","17700","1554784264" +"Timaru","Timaru","-44.3972","171.2425","New Zealand","NZ","NZL","Canterbury","","27200","1554243304" +"Kaikoura","Kaikoura","-42.4012","173.6897","New Zealand","NZ","NZL","Canterbury","","2172","1554578431" +"Christchurch","Christchurch","-43.5350","172.6300","New Zealand","NZ","NZL","Canterbury","","363200","1554377228" +"Queenstown","Queenstown","-45.0227","168.7251","New Zealand","NZ","NZL","Otago","","16600","1554582165" +"Porirua","Porirua","-41.1219","174.8524","New Zealand","NZ","NZL","Wellington","","52500","1554561880" +"Wanaka","Wanaka","-44.6980","169.1449","New Zealand","NZ","NZL","Otago","","5037","1554152950" +"Nelson","Nelson","-41.2926","173.2474","New Zealand","NZ","NZL","Nelson","","60800","1554017097" +"Picton","Picton","-41.2805","174.0166","New Zealand","NZ","NZL","Marlborough","","2928","1554865401" +"Hamilton","Hamilton","-37.7783","175.2896","New Zealand","NZ","NZL","Waikato","","148200","1554873040" +"Dunedin","Dunedin","-45.8854","170.4910","New Zealand","NZ","NZL","Otago","","117700","1554475997" +"Thames","Thames","-37.1384","175.5853","New Zealand","NZ","NZL","Waikato","","6756","1554802053" +"Lower Hutt","Lower Hutt","-41.2037","174.9123","New Zealand","NZ","NZL","Wellington","","102400","1554623632" +"Palmerston North","Palmerston North","-40.3527","175.6072","New Zealand","NZ","NZL","Manawatu-Wanganui","","82400","1554138183" +"Wanganui","Wanganui","-39.9326","175.0393","New Zealand","NZ","NZL","Manawatu-Wanganui","","43200","1554827998" +"Westport","Westport","-41.7638","171.6028","New Zealand","NZ","NZL","West Coast","","3900","1554650685" +"Hokitika","Hokitika","-42.7072","171.0100","New Zealand","NZ","NZL","West Coast","","3078","1554205461" +"Greymouth","Greymouth","-42.4716","171.2231","New Zealand","NZ","NZL","West Coast","","10100","1554984303" +"Paraparaumu","Paraparaumu","-40.9034","174.9989","New Zealand","NZ","NZL","Wellington","","25263","1554166459" +"Wellington","Wellington","-41.3000","174.7833","New Zealand","NZ","NZL","","primary","393400","1554772152" +"Upper Hutt","Upper Hutt","-41.1355","175.0290","New Zealand","NZ","NZL","Wellington","","39200","1554000042" +"Levin","Levin","-40.6124","175.2772","New Zealand","NZ","NZL","Manawatu-Wanganui","","19550","1554983635" +"Rotorua","Rotorua","-38.1317","176.2483","New Zealand","NZ","NZL","Bay of Plenty","","56200","1554000379" +"Tauranga","Tauranga","-37.6964","176.1536","New Zealand","NZ","NZL","Bay of Plenty","","121500","1554759867" +"Waitangi","Waitangi","-44.0263","-176.3696","New Zealand","NZ","NZL","Chatham Islands","","300","1554847194" +"Taupo","Taupo","-38.6930","176.0771","New Zealand","NZ","NZL","Waikato","","22600","1554654784" +"Whakatane","Whakatane","-37.9574","176.9828","New Zealand","NZ","NZL","Bay of Plenty","","18700","1554253729" +"Kerikeri","Kerikeri","-35.2285","173.9507","New Zealand","NZ","NZL","Northland","","5856","1554530676" +"Whangarei","Whangarei","-35.7256","174.3230","New Zealand","NZ","NZL","Northland","","52200","1554000636" +"Pukekohe","Pukekohe","-37.2015","174.9033","New Zealand","NZ","NZL","","","26300","1554599644" +"Auckland","Auckland","-36.8481","174.7630","New Zealand","NZ","NZL","Auckland","","1377200","1554435911" +"Waitakere","Waitakere","-36.8524","174.5543","New Zealand","NZ","NZL","Auckland","","208100","1554034359" +"Cambridge","Cambridge","-37.8894","175.4703","New Zealand","NZ","NZL","Waikato","","15192","1554000848" +"Kaitaia","Kaitaia","-35.1099","173.2727","New Zealand","NZ","NZL","Northland","","5202","1554000934" +"Gisborne","Gisborne","-38.6633","178.0181","New Zealand","NZ","NZL","Gisborne","","34300","1554359840" +"Turangi","Turangi","-38.9889","175.8142","New Zealand","NZ","NZL","Waikato","","3240","1554981086" +"Tokoroa","Tokoroa","-38.2245","175.8705","New Zealand","NZ","NZL","Waikato","","13350","1554951529" +"Manukau","Manukau","-37.0000","174.8850","New Zealand","NZ","NZL","Auckland","","375600","1554797148" +"Napier","Napier","-39.4900","176.9265","New Zealand","NZ","NZL","Hawke’s Bay","","57800","1554064936" +"North Shore","North Shore","-36.7913","174.7758","New Zealand","NZ","NZL","Auckland","","205605","1554717659" +"Oban","Oban","-46.8876","168.1666","New Zealand","NZ","NZL","Southland","","310","1554077152" +"New Plymouth","New Plymouth","-39.0556","174.0748","New Zealand","NZ","NZL","Taranaki","","52500","1554939405" +"Hawera","Hawera","-39.5795","174.2780","New Zealand","NZ","NZL","Taranaki","","11100","1554872573" +"Kaiapoi","Kaiapoi","-43.3813","172.6510","New Zealand","NZ","NZL","Canterbury","","10200","1554001309" +"Mirbat","Mirbat","16.9924","54.6918","Oman","OM","OMN","Z̧ufār","","1120","1512455360" +"Nizwa","Nizwa","22.9264","57.5314","Oman","OM","OMN","Ad Dākhilīyah","admin","72076","1512180300" +"Ar Rustāq","Ar Rustaq","23.3908","57.4244","Oman","OM","OMN","Janūb al Bāţinah","admin","","1512376854" +"Haymā’","Hayma'","19.9333","56.3167","Oman","OM","OMN","Al Wusţá","admin","","1512927824" +"Şūr","Sur","22.5667","59.5289","Oman","OM","OMN","Janūb ash Sharqīyah","admin","","1512350600" +"Khaşab","Khasab","26.1799","56.2477","Oman","OM","OMN","Musandam","admin","","1512236141" +"Salalah","Salalah","17.0255","54.0852","Oman","OM","OMN","Z̧ufār","admin","203877","1512995148" +"Muscat","Muscat","23.6133","58.5933","Oman","OM","OMN","Masqaţ","primary","734697","1512035506" +"Şuḩār","Suhar","24.3643","56.7468","Oman","OM","OMN","Shamāl al Bāţinah","admin","","1512602960" +"Ibrā’","Ibra'","22.6906","58.5334","Oman","OM","OMN","Shamāl ash Sharqīyah","admin","","1512341564" +"Alayat Samail","Alayat Samail","23.3032","57.9782","Oman","OM","OMN","Ad Dākhilīyah","","47718","1512000205" +"Ibri","Ibri","23.2254","56.5170","Oman","OM","OMN","Ad Dākhilīyah","admin","101640","1512077267" +"Al Buraymī","Al Buraymi","24.2611","55.7903","Oman","OM","OMN","Al Buraymī","admin","","1512959921" +"As Sib","As Sib","23.6802","58.1825","Oman","OM","OMN","Masqaţ","","237816","1512461161" +"Dawwah","Dawwah","20.6330","58.9080","Oman","OM","OMN","Janūb ash Sharqīyah","","2000","1512793920" +"Suhar","Suhar","24.3620","56.7344","Oman","OM","OMN","Shamāl al Bāţinah","","151349","1512145575" +"Balboa","Balboa","8.9500","-79.5667","Panama","PA","PAN","Panamá","","62882","1591922184" +"Panama City","Panama City","8.9680","-79.5330","Panama","PA","PAN","Panamá","primary","1281000","1591672475" +"La Chorrera","La Chorrera","8.8803","-79.7833","Panama","PA","PAN","Panamá Oeste","admin","","1591982720" +"Colón","Colon","9.3650","-79.8750","Panama","PA","PAN","Colón","admin","204000","1591599922" +"Jaqué","Jaque","7.5190","-78.1660","Panama","PA","PAN","Darién","minor","1357","1591579329" +"La Palma","La Palma","8.3982","-78.1402","Panama","PA","PAN","Darién","admin","1845","1591177082" +"Penonome","Penonome","8.5100","-80.3600","Panama","PA","PAN","Coclé","admin","28766","1591602960" +"Unión Chocó","Union Choco","8.0989","-77.6085","Panama","PA","PAN","Emberá-Wounaan","admin","","1591671914" +"David","David","8.4333","-82.4333","Panama","PA","PAN","Chiriquí","admin","110037","1591487342" +"Puerto Armuelles","Puerto Armuelles","8.2800","-82.8700","Panama","PA","PAN","Chiriquí","minor","27147","1591562054" +"Santiago","Santiago","8.1004","-80.9833","Panama","PA","PAN","Veraguas","admin","45955","1591231138" +"Las Tablas","Las Tablas","7.7604","-80.2800","Panama","PA","PAN","Los Santos","admin","11358","1591472114" +"Chitré","Chitre","7.9700","-80.4200","Panama","PA","PAN","Herrera","admin","44082","1591257375" +"Buabidi","Buabidi","8.4746","-81.6983","Panama","PA","PAN","Ngöbe-Buglé","admin","","1591495919" +"Bocas del Toro","Bocas del Toro","9.3354","-82.2475","Panama","PA","PAN","Bocas del Toro","admin","9883","1591037947" +"Almirante","Almirante","9.3000","-82.4000","Panama","PA","PAN","Bocas del Toro","minor","8114","1591293829" +"El Porvenir","El Porvenir","9.5417","-78.9720","Panama","PA","PAN","Kuna Yala","admin","10","1591425685" +"Trujillo","Trujillo","-8.1200","-79.0200","Peru","PE","PER","La Libertad","admin","765171","1604613706" +"Lima","Lima","-12.0480","-77.0501","Peru","PE","PER","Lima","primary","8012000","1604728603" +"Abancay","Abancay","-13.6396","-72.8900","Peru","PE","PER","Apurímac","admin","55111","1604782074" +"Nuevo Rocafuerte","Nuevo Rocafuerte","-0.9329","-75.4000","Peru","PE","PER","Loreto","","40","1604951110" +"Arequipa","Arequipa","-16.4200","-71.5300","Peru","PE","PER","Arequipa","admin","815000","1604723954" +"Huaura","Huaura","-11.0600","-77.6000","Peru","PE","PER","Lima","","40400","1604503366" +"Tournavista","Tournavista","-8.9322","-74.7052","Peru","PE","PER","Huánuco","","511","1604006133" +"Jaén","Jaen","-5.7096","-78.8100","Peru","PE","PER","Cajamarca","","52493","1604707495" +"Huamachuco","Huamachuco","-7.8100","-78.0499","Peru","PE","PER","La Libertad","","30835","1604864093" +"Chiclayo","Chiclayo","-6.7629","-79.8366","Peru","PE","PER","Lambayeque","admin","596792","1604799615" +"Motupe","Motupe","-6.1500","-79.7100","Peru","PE","PER","Lambayeque","","13681","1604380129" +"Lamas","Lamas","-6.4300","-76.5200","Peru","PE","PER","San Martín","","13693","1604035883" +"Juanjuí","Juanjui","-7.1696","-76.7400","Peru","PE","PER","San Martín","","37715","1604229756" +"Olmos","Olmos","-5.9796","-79.7500","Peru","PE","PER","Lambayeque","","9800","1604825576" +"Moyobamba","Moyobamba","-6.0496","-76.9667","Peru","PE","PER","San Martín","admin","47734","1604635600" +"Tarapoto","Tarapoto","-6.5100","-76.4800","Peru","PE","PER","San Martín","","936","1604622202" +"Chulucanas","Chulucanas","-5.0896","-80.1700","Peru","PE","PER","Piura","","68835","1604692561" +"Huaraz","Huaraz","-9.5300","-77.5300","Peru","PE","PER","Ancash","admin","86934","1604026500" +"Chota","Chota","-6.5496","-78.6500","Peru","PE","PER","Cajamarca","","14240","1604928947" +"Callao","Callao","-12.0700","-77.1350","Peru","PE","PER","Callao","admin","876877","1604422141" +"Tarma","Tarma","-11.4100","-75.7300","Peru","PE","PER","Junín","","51350","1604810508" +"Ilave","Ilave","-16.0796","-69.6700","Peru","PE","PER","Puno","","16033","1604815838" +"Puno","Puno","-15.8329","-70.0333","Peru","PE","PER","Puno","admin","116552","1604227042" +"Urubamba","Urubamba","-13.3042","-72.1166","Peru","PE","PER","Cusco","","7540","1604753575" +"La Oroya","La Oroya","-11.5200","-75.9400","Peru","PE","PER","Junín","","33345","1604666304" +"San Ramon","San Ramon","-11.1296","-75.3400","Peru","PE","PER","Junín","","14708","1604957373" +"Cerro de Pasco","Cerro de Pasco","-10.6900","-76.2700","Peru","PE","PER","Pasco","admin","137232","1604446908" +"Jauja","Jauja","-11.7996","-75.5000","Peru","PE","PER","Junín","","21057","1604948232" +"Cajamarca","Cajamarca","-7.1500","-78.5300","Peru","PE","PER","Cajamarca","admin","142665","1604091119" +"Satipo","Satipo","-11.2600","-74.6900","Peru","PE","PER","Junín","","15532","1604355080" +"Ilo","Ilo","-17.6400","-71.3400","Peru","PE","PER","Moquegua","","53476","1604886582" +"Gueppi","Gueppi","-0.1166","-75.2300","Peru","PE","PER","Loreto","","10","1604411859" +"Otuzco","Otuzco","-7.9000","-78.5700","Peru","PE","PER","La Libertad","","10134","1604161129" +"Moquegua","Moquegua","-17.1900","-70.9400","Peru","PE","PER","Moquegua","admin","54517","1604230427" +"Andoas","Andoas","-2.9021","-76.4025","Peru","PE","PER","Loreto","","10","1604038416" +"Salaverry","Salaverry","-8.2200","-78.9900","Peru","PE","PER","La Libertad","","10066","1604741233" +"Pativilca","Pativilca","-10.6996","-77.8000","Peru","PE","PER","Lima","","31905","1604804321" +"Soldado Bartra","Soldado Bartra","-2.5161","-75.7666","Peru","PE","PER","Loreto","","10","1604302193" +"Puca Urco","Puca Urco","-2.3328","-71.9167","Peru","PE","PER","Loreto","","10","1604085670" +"Tumbes","Tumbes","-3.5700","-80.4600","Peru","PE","PER","Tumbes","admin","109223","1604505281" +"Ica","Ica","-14.0680","-75.7255","Peru","PE","PER","Ica","admin","279420","1604607907" +"Sullana","Sullana","-4.8896","-80.6800","Peru","PE","PER","Piura","","160789","1604666111" +"Cusco","Cusco","-13.5250","-71.9722","Peru","PE","PER","Cusco","admin","361182","1604162901" +"Santo Tomas","Santo Tomas","-14.4600","-72.0800","Peru","PE","PER","Cusco","","4134","1604893836" +"Puquio","Puquio","-14.7000","-74.1300","Peru","PE","PER","Ayacucho","","10491","1604629997" +"Juliaca","Juliaca","-15.5000","-70.1400","Peru","PE","PER","Puno","","245675","1604174464" +"Huancayo","Huancayo","-12.0800","-75.2000","Peru","PE","PER","Junín","admin","412733","1604249985" +"Piura","Piura","-5.2100","-80.6300","Peru","PE","PER","Piura","admin","396932","1604331641" +"Paita","Paita","-5.0900","-81.1200","Peru","PE","PER","Piura","","56151","1604588759" +"Tingo María","Tingo Maria","-9.2896","-75.9900","Peru","PE","PER","Huánuco","","53177","1604736000" +"Huánuco","Huanuco","-9.9200","-76.2400","Peru","PE","PER","Huánuco","admin","158145","1604589102" +"Sicuani","Sicuani","-14.2896","-71.2300","Peru","PE","PER","Cusco","","33575","1604929096" +"Desaguadero","Desaguadero","-16.5646","-69.0450","Peru","PE","PER","Puno","","5329","1604523021" +"Cajabamba","Cajabamba","-7.6196","-78.0400","Peru","PE","PER","Cajamarca","","13486","1604780784" +"Putina","Putina","-15.4700","-69.4300","Peru","PE","PER","Puno","","8118","1604856559" +"Pacasmayo","Pacasmayo","-7.4006","-79.5706","Peru","PE","PER","La Libertad","","39282","1604459740" +"Caballococha","Caballococha","-3.9163","-70.5083","Peru","PE","PER","Loreto","","3195","1604340559" +"Tocache","Tocache","-8.1796","-76.5200","Peru","PE","PER","San Martín","","29029","1604060187" +"Pucallpa","Pucallpa","-8.3689","-74.5350","Peru","PE","PER","Ucayali","admin","310750","1604478712" +"Junín","Junin","-11.1496","-76.0100","Peru","PE","PER","Junín","","15320","1604997443" +"Camaná","Camana","-16.6196","-72.7200","Peru","PE","PER","Arequipa","","20956","1604379091" +"Chincha Alta","Chincha Alta","-13.4196","-76.1400","Peru","PE","PER","Ica","","153076","1604035626" +"Nauta","Nauta","-4.5700","-73.7800","Peru","PE","PER","Loreto","","2500","1604159322" +"Iquitos","Iquitos","-3.7500","-73.2500","Peru","PE","PER","Loreto","admin","458729","1604493809" +"Puerto Maldonado","Puerto Maldonado","-12.6000","-69.1833","Peru","PE","PER","Madre de Dios","admin","67155","1604871130" +"Requena","Requena","-5.0696","-73.9100","Peru","PE","PER","Loreto","","18000","1604712979" +"Casma","Casma","-9.4400","-78.2100","Peru","PE","PER","Ancash","","30000","1604136455" +"Ayaviri","Ayaviri","-14.8796","-70.6000","Peru","PE","PER","Puno","","19310","1604922172" +"Chosica","Chosica","-11.9300","-76.7100","Peru","PE","PER","Lima","","88606","1604040866" +"Ayacucho","Ayacucho","-13.1750","-74.2200","Peru","PE","PER","Ayacucho","admin","166314","1604300430" +"Huancavelica","Huancavelica","-12.7900","-74.9900","Peru","PE","PER","Huancavelica","admin","44388","1604876709" +"Huanta","Huanta","-12.9496","-74.2500","Peru","PE","PER","Ayacucho","","18627","1604179024" +"Chilca","Chilca","-12.5196","-76.7400","Peru","PE","PER","Lima","","12884","1604361895" +"Chancay","Chancay","-11.5596","-77.2700","Peru","PE","PER","Lima","","26958","1604882367" +"Chimbote","Chimbote","-9.0700","-78.5700","Peru","PE","PER","Ancash","","349846","1604199858" +"Nasca","Nasca","-14.8300","-74.9400","Peru","PE","PER","Ica","","23556","1604291738" +"Mollendo","Mollendo","-17.0200","-72.0200","Peru","PE","PER","Arequipa","","49033","1604134214" +"Huarmey","Huarmey","-10.0696","-78.1600","Peru","PE","PER","Ancash","","16172","1604582499" +"Santiago","Santiago","-14.1896","-75.7400","Peru","PE","PER","Ica","","10449","1604889626" +"Coracora","Coracora","-15.0196","-73.7900","Peru","PE","PER","Ayacucho","","7420","1604800656" +"Pimentel","Pimentel","-6.8296","-79.9300","Peru","PE","PER","Lambayeque","","15552","1604924541" +"Ferreñafe","Ferrenafe","-6.6300","-79.8000","Peru","PE","PER","Lambayeque","","50184","1604452796" +"Talara","Talara","-4.5800","-81.2800","Peru","PE","PER","Piura","","99074","1604790735" +"Sechura","Sechura","-5.5596","-80.8200","Peru","PE","PER","Piura","","23020","1604728914" +"Pisco","Pisco","-13.7100","-76.2200","Peru","PE","PER","Ica","","81207","1604438126" +"Contamana","Contamana","-7.3400","-75.0200","Peru","PE","PER","Loreto","minor","18921","1604465551" +"Chachapoyas","Chachapoyas","-6.2296","-77.8700","Peru","PE","PER","Amazonas","admin","25978","1604650674" +"Huacho","Huacho","-11.1100","-77.6199","Peru","PE","PER","Lima","admin","80474","1604316784" +"Tacna","Tacna","-18.0000","-70.2500","Peru","PE","PER","Tacna","admin","280098","1604388134" +"Papeete","Papeete","-17.5334","-149.5667","French Polynesia","PF","PYF","","primary","131695","1258907380" +"Port Moresby","Port Moresby","-9.4647","147.1925","Papua New Guinea","PG","PNG","National Capital","primary","283733","1598685395" +"Kieta","Kieta","-6.2163","155.6333","Papua New Guinea","PG","PNG","Bougainville","","6958","1598490894" +"Sohano","Sohano","-5.4297","154.6711","Papua New Guinea","PG","PNG","Bougainville","","2338","1598474458" +"Wewak","Wewak","-3.5535","143.6367","Papua New Guinea","PG","PNG","East Sepik","","25143","1598405100" +"Kavieng","Kavieng","-2.5813","150.8130","Papua New Guinea","PG","PNG","New Ireland","","19728","1598946326" +"Lorengau","Lorengau","-2.0320","147.2800","Papua New Guinea","PG","PNG","Manus","","5806","1598571197" +"Hoskins","Hoskins","-5.4746","150.4100","Papua New Guinea","PG","PNG","West New Britain","","871","1598684520" +"Abau","Abau","-10.0426","148.5650","Papua New Guinea","PG","PNG","Central","","230","1598610032" +"Kimbe","Kimbe","-5.5500","150.1430","Papua New Guinea","PG","PNG","West New Britain","","18847","1598372456" +"Alotau","Alotau","-10.3021","150.4591","Papua New Guinea","PG","PNG","Milne Bay","","11624","1598284215" +"Daru","Daru","-9.1092","143.2337","Papua New Guinea","PG","PNG","Western","","15214","1598923764" +"Mt. Hagen","Mt. Hagen","-5.8632","144.2168","Papua New Guinea","PG","PNG","Western Highlands","","59064","1598400611" +"Lae","Lae","-6.7330","146.9900","Papua New Guinea","PG","PNG","Morobe","","131052","1598466091" +"Goroka","Goroka","-6.0833","145.3855","Papua New Guinea","PG","PNG","Eastern Highlands","","39699","1598928169" +"Madang","Madang","-5.2248","145.7853","Papua New Guinea","PG","PNG","Madang","","62023","1598116558" +"Arawa","Arawa","-6.2280","155.5660","Papua New Guinea","PG","PNG","Bougainville","","40266","1598413091" +"Kerema","Kerema","-7.9270","145.8380","Papua New Guinea","PG","PNG","Gulf","","5646","1598925932" +"Vanimo","Vanimo","-2.6900","141.3040","Papua New Guinea","PG","PNG","West Sepik","","11204","1598892363" +"Rabaul","Rabaul","-4.2055","152.1434","Papua New Guinea","PG","PNG","East New Britain","","8074","1598973225" +"Popondetta","Popondetta","-8.7692","148.2484","Papua New Guinea","PG","PNG","Northern","","28198","1598887925" +"Wabag","Wabag","-5.4900","143.7180","Papua New Guinea","PG","PNG","Enga","","3958","1598428400" +"Mendi","Mendi","-6.1444","143.6452","Papua New Guinea","PG","PNG","Southern Highlands","","26252","1598467297" +"Kundiawa","Kundiawa","-6.0230","144.9600","Papua New Guinea","PG","PNG","Chimbu","","9383","1598730976" +"Alabel","Alabel","6.1018","125.2905","Philippines","PH","PHL","Sarangani","admin","","1608579431" +"Laoag","Laoag","18.1988","120.5936","Philippines","PH","PHL","Ilocos Norte","admin","207048","1608043510" +"Marawi City","Marawi City","8.0034","124.2839","Philippines","PH","PHL","Lanao del Sur","admin","","1608812117" +"Cadiz","Cadiz","10.9587","123.3086","Philippines","PH","PHL","Negros Occidental","","283157","1608224037" +"Malaybalay","Malaybalay","8.1575","125.1278","Philippines","PH","PHL","Bukidnon","admin","","1608859265" +"Calbayog","Calbayog","12.0672","124.6042","Philippines","PH","PHL","Samar","","67921","1608088739" +"Gingoog","Gingoog","8.8304","125.1300","Philippines","PH","PHL","Misamis Oriental","","218","1608630986" +"Roxas","Roxas","11.5853","122.7511","Philippines","PH","PHL","Capiz","admin","102688","1608344583" +"San Pablo","San Pablo","14.0696","121.3226","Philippines","PH","PHL","Laguna","","240830","1608801564" +"San Carlos","San Carlos","10.5504","123.3800","Philippines","PH","PHL","Negros Occidental","","6353","1608048026" +"City of Isabela","City of Isabela","6.7041","121.9712","Philippines","PH","PHL","Basilan","admin","","1608621038" +"Cabanatuan","Cabanatuan","15.5021","120.9617","Philippines","PH","PHL","Nueva Ecija","","220250","1608247694" +"Baguio City","Baguio City","16.4300","120.5699","Philippines","PH","PHL","Baguio","admin","447824","1608164766" +"Manila","Manila","14.6042","120.9822","Philippines","PH","PHL","","primary","11100000","1608618140" +"Makati City","Makati City","14.5501","121.0360","Philippines","PH","PHL","Makati","admin","","1608725647" +"Pasig City","Pasig City","14.5604","121.0812","Philippines","PH","PHL","Pasig","admin","","1608278212" +"City of Parañaque","City of Paranaque","14.4978","120.9907","Philippines","PH","PHL","Parañaque","admin","","1608379532" +"Baler","Baler","15.7589","121.5607","Philippines","PH","PHL","Aurora","admin","","1608495530" +"Bangued","Bangued","17.5982","120.6155","Philippines","PH","PHL","Abra","admin","","1608442037" +"Balanga","Balanga","14.6761","120.5361","Philippines","PH","PHL","Bataan","admin","","1608467104" +"Boac","Boac","13.4463","121.8400","Philippines","PH","PHL","Marinduque","admin","","1608972476" +"Malita","Malita","6.4150","125.6117","Philippines","PH","PHL","Davao Occidental","admin","","1608802375" +"Malolos","Malolos","14.8443","120.8104","Philippines","PH","PHL","Bulacan","admin","","1608358783" +"Mati","Mati","6.9551","126.2166","Philippines","PH","PHL","Davao Oriental","admin","","1608000731" +"Batangas","Batangas","13.7817","121.0217","Philippines","PH","PHL","Batangas","admin","424508","1608417616" +"Bayombong","Bayombong","16.4812","121.1497","Philippines","PH","PHL","Nueva Vizcaya","admin","","1608066874" +"Angeles","Angeles","15.1451","120.5451","Philippines","PH","PHL","Angeles","admin","314493","1608036027" +"Bacolod","Bacolod","10.6317","122.9817","Philippines","PH","PHL","Bacolod","admin","949354","1608244137" +"Mandaue City","Mandaue City","10.3237","123.9436","Philippines","PH","PHL","Mandaue","admin","","1608794590" +"Bongao","Bongao","5.0292","119.7731","Philippines","PH","PHL","Tawi-Tawi","admin","","1608490585" +"Bontoc","Bontoc","17.0899","120.9780","Philippines","PH","PHL","Mountain","admin","","1608526537" +"Borongan","Borongan","11.6081","125.4319","Philippines","PH","PHL","Eastern Samar","admin","","1608990192" +"Butuan","Butuan","8.9495","125.5436","Philippines","PH","PHL","Butuan","admin","190557","1608000722" +"Cabadbaran","Cabadbaran","9.1236","125.5344","Philippines","PH","PHL","Agusan del Norte","admin","","1608889253" +"Cabarroguis","Cabarroguis","16.5111","121.5212","Philippines","PH","PHL","Quirino","admin","","1608312278" +"Cagayan de Oro","Cagayan de Oro","8.4508","124.6853","Philippines","PH","PHL","Cagayan de Oro","admin","1121561","1608831546" +"Calapan","Calapan","13.4108","121.1797","Philippines","PH","PHL","Oriental Mindoro","admin","","1608578259" +"Caloocan City","Caloocan City","14.6492","120.9826","Philippines","PH","PHL","Caloocan","admin","","1608897690" +"Catarman","Catarman","12.4989","124.6377","Philippines","PH","PHL","Northern Samar","admin","","1608432162" +"Catbalogan","Catbalogan","11.7753","124.8861","Philippines","PH","PHL","Samar","admin","","1608878798" +"Cebu","Cebu","10.3200","123.9001","Philippines","PH","PHL","Cebu","admin","815000","1608136151" +"Cotabato","Cotabato","7.2169","124.2484","Philippines","PH","PHL","Cotabato","admin","279519","1608753128" +"Daet","Daet","14.1122","122.9553","Philippines","PH","PHL","Camarines Norte","admin","","1608562606" +"Dagupan","Dagupan","16.0479","120.3408","Philippines","PH","PHL","Dagupan","admin","163676","1608530964" +"Davao","Davao","7.1100","125.6300","Philippines","PH","PHL","Davao","admin","1402000","1608906877" +"Digos","Digos","6.7497","125.3572","Philippines","PH","PHL","Davao del Sur","admin","","1608635653" +"Dipolog","Dipolog","8.5883","123.3409","Philippines","PH","PHL","Zamboanga del Norte","admin","","1608664300" +"Dumaguete City","Dumaguete City","9.3070","123.3074","Philippines","PH","PHL","Negros Oriental","admin","","1608682936" +"General Santos","General Santos","6.1108","125.1747","Philippines","PH","PHL","General Santos","admin","950530","1608171585" +"Iba","Iba","15.3276","119.9780","Philippines","PH","PHL","Zambales","admin","","1608986957" +"Ilagan","Ilagan","17.1485","121.8892","Philippines","PH","PHL","Isabela","admin","","1608190610" +"Iligan","Iligan","8.1712","124.2154","Philippines","PH","PHL","Iligan","admin","464599","1608000268" +"Iloilo","Iloilo","10.7050","122.5450","Philippines","PH","PHL","Iloilo","admin","387681","1608875987" +"Ipil","Ipil","7.7844","122.5861","Philippines","PH","PHL","Zamboanga Sibugay","admin","","1608307222" +"Jolo","Jolo","6.0522","121.0022","Philippines","PH","PHL","Sulu","admin","","1608685440" +"Jordan","Jordan","10.6584","122.5963","Philippines","PH","PHL","Guimaras","admin","","1608769914" +"Kabugao","Kabugao","18.0231","121.1840","Philippines","PH","PHL","Apayao","admin","","1608841504" +"Kalibo","Kalibo","11.7086","122.3648","Philippines","PH","PHL","Aklan","admin","","1608268539" +"Kidapawan","Kidapawan","7.0083","125.0894","Philippines","PH","PHL","Cotabato","admin","","1608883158" +"Lagawe","Lagawe","16.8000","121.1192","Philippines","PH","PHL","Ifugao","admin","","1608396110" +"La Trinidad","La Trinidad","16.4556","120.5903","Philippines","PH","PHL","Benguet","admin","","1608000107" +"Lapu-Lapu City","Lapu-Lapu City","10.3103","123.9494","Philippines","PH","PHL","Lapu-Lapu","admin","","1608430676" +"Legazpi","Legazpi","13.1700","123.7500","Philippines","PH","PHL","Albay","admin","320081","1608693683" +"Lingayen","Lingayen","16.0218","120.2319","Philippines","PH","PHL","Pangasinan","admin","","1608464071" +"Lucena","Lucena","13.9348","121.6127","Philippines","PH","PHL","Lucena","admin","","1608000461" +"Maasin","Maasin","10.1336","124.8447","Philippines","PH","PHL","Southern Leyte","admin","","1608244406" +"Malabon","Malabon","14.6691","120.9720","Philippines","PH","PHL","Malabon","admin","","1608045841" +"Mambajao","Mambajao","9.2504","124.7156","Philippines","PH","PHL","Camiguin","admin","","1608281273" +"Mamburao","Mamburao","13.2233","120.5960","Philippines","PH","PHL","Occidental Mindoro","admin","","1608912012" +"Mandaluyong City","Mandaluyong City","14.5832","121.0409","Philippines","PH","PHL","Mandaluyong","admin","","1608166320" +"Marikina City","Marikina City","14.6414","121.1118","Philippines","PH","PHL","Marikina","admin","","1608000077" +"Masbate","Masbate","12.3687","123.6225","Philippines","PH","PHL","Masbate","admin","","1608802236" +"Muntinlupa City","Muntinlupa City","14.4135","121.0263","Philippines","PH","PHL","Muntinlupa","admin","","1608473406" +"Nabunturan","Nabunturan","7.6029","125.9629","Philippines","PH","PHL","Compostela Valley","admin","","1608879246" +"Naga","Naga","13.6192","123.1814","Philippines","PH","PHL","Naga","admin","741635","1608775993" +"Naval","Naval","11.5612","124.3952","Philippines","PH","PHL","Biliran","admin","","1608929611" +"Navotas","Navotas","14.6477","120.9591","Philippines","PH","PHL","Navotas","admin","","1608538447" +"Olongapo","Olongapo","14.8296","120.2828","Philippines","PH","PHL","Olongapo","admin","304388","1608001640" +"Ormac","Ormac","11.0643","124.6075","Philippines","PH","PHL","Ormoc","admin","167584","1608269612" +"Oroquieta","Oroquieta","8.4859","123.8048","Philippines","PH","PHL","Misamis Occidental","admin","","1608239509" +"Pagadian","Pagadian","7.8530","123.5070","Philippines","PH","PHL","Zamboanga del Sur","admin","159590","1608329397" +"Palayan City","Palayan City","15.5415","121.0848","Philippines","PH","PHL","Nueva Ecija","admin","","1608192136" +"Pasay City","Pasay City","14.5504","121.0000","Philippines","PH","PHL","Pasay","admin","403064","1608448280" +"Pili","Pili","13.7177","123.7448","Philippines","PH","PHL","Camarines Sur","admin","","1608825988" +"Prosperidad","Prosperidad","8.5800","125.8964","Philippines","PH","PHL","Agusan del Sur","admin","","1608461552" +"Puerto Princesa","Puerto Princesa","9.7543","118.7444","Philippines","PH","PHL","Puerto Princesa","admin","157144","1608455700" +"Quezon City","Quezon City","14.6504","121.0300","Philippines","PH","PHL","Quezon","admin","2761720","1608974097" +"Romblon","Romblon","12.5751","122.2708","Philippines","PH","PHL","Romblon","admin","","1608428749" +"San Fernando","San Fernando","16.6186","120.3194","Philippines","PH","PHL","La Union","admin","","1608635527" +"San Fernando","San Fernando","15.0343","120.6844","Philippines","PH","PHL","Pampanga","admin","","1608862124" +"San Jose","San Jose","10.1800","125.5683","Philippines","PH","PHL","Dinagat Islands","admin","","1608435522" +"San Juan","San Juan","14.6000","121.0333","Philippines","PH","PHL","San Juan","admin","","1608817515" +"Santa Cruz","Santa Cruz","14.1167","121.2833","Philippines","PH","PHL","Laguna","admin","","1608131481" +"Santiago","Santiago","16.6881","121.5472","Philippines","PH","PHL","Santiago","admin","","1608477470" +"Shariff Aguak","Shariff Aguak","6.8647","124.4417","Philippines","PH","PHL","Maguindanao","admin","","1608346338" +"Siquijor","Siquijor","9.2142","123.5150","Philippines","PH","PHL","Siquijor","admin","","1608692949" +"Sorsogon","Sorsogon","12.9708","124.0053","Philippines","PH","PHL","Sorsogon","admin","","1608265953" +"Surigao","Surigao","9.7843","125.4888","Philippines","PH","PHL","Surigao del Norte","admin","87832","1608611556" +"Tabuk","Tabuk","17.4084","121.2785","Philippines","PH","PHL","Kalinga","admin","","1608980358" +"Tacloban","Tacloban","11.2504","125.0000","Philippines","PH","PHL","Tacloban","admin","280006","1608710592" +"Taguig City","Taguig City","14.5289","121.0723","Philippines","PH","PHL","Taguig","admin","","1608766695" +"Tagum","Tagum","7.4475","125.8094","Philippines","PH","PHL","Davao del Norte","admin","","1608755366" +"Tandag","Tandag","9.0783","126.1986","Philippines","PH","PHL","Surigao del Sur","admin","","1608155856" +"Tarlac","Tarlac","15.4838","120.5834","Philippines","PH","PHL","Tarlac","admin","183930","1608237027" +"Trece Martires City","Trece Martires City","14.2832","120.8677","Philippines","PH","PHL","Cavite","admin","","1608990723" +"Tubod","Tubod","8.0555","123.7904","Philippines","PH","PHL","Lanao del Norte","admin","","1608442374" +"Tuguegarao","Tuguegarao","17.6131","121.7269","Philippines","PH","PHL","Cagayan","admin","115105","1608110634" +"Valenzuela","Valenzuela","14.6936","120.9656","Philippines","PH","PHL","Valenzuela","admin","","1608492120" +"Vigan","Vigan","17.5747","120.3869","Philippines","PH","PHL","Ilocos Sur","admin","48545","1608368724" +"Virac","Virac","13.5848","124.2374","Philippines","PH","PHL","Catanduanes","admin","","1608265120" +"Zamboanga","Zamboanga","6.9200","122.0800","Philippines","PH","PHL","Zamboanga","admin","773000","1608189351" +"San Jose","San Jose","10.7450","121.9415","Philippines","PH","PHL","Antique","admin","","1608138574" +"Basco","Basco","20.4486","121.9702","Philippines","PH","PHL","Batanes","admin","","1608620601" +"Antipolo","Antipolo","14.5886","121.1757","Philippines","PH","PHL","Rizal","admin","","1608824345" +"Koronadal","Koronadal","6.2541","124.9922","Philippines","PH","PHL","South Cotabato","admin","","1608108139" +"Isulan","Isulan","6.6294","124.6051","Philippines","PH","PHL","Sultan Kudarat","admin","","1608085930" +"Ozamis","Ozamis","8.1462","123.8444","Philippines","PH","PHL","Misamis Occidental","","97806","1608100412" +"Tagum","Tagum","7.3821","125.8017","Philippines","PH","PHL","Davao del Norte","","6726","1608255342" +"Karachi","Karachi","24.8700","66.9900","Pakistan","PK","PAK","Sindh","admin","12130000","1586129469" +"Gilgit","Gilgit","35.9171","74.3000","Pakistan","PK","PAK","Gilgit-Baltistan","minor","216760","1586284242" +"Chaman","Chaman","30.9250","66.4463","Pakistan","PK","PAK","Balochistān","","88568","1586640695" +"Turbat","Turbat","25.9918","63.0718","Pakistan","PK","PAK","Balochistān","","147791","1586017339" +"Islamabad","Islamabad","33.7000","73.1666","Pakistan","PK","PAK","Islāmābād","primary","780000","1586306717" +"Zhob","Zhob","31.3490","69.4386","Pakistan","PK","PAK","Balochistān","minor","88356","1586969046" +"Quetta","Quetta","30.2200","67.0250","Pakistan","PK","PAK","Balochistān","admin","768000","1586556108" +"Hyderabad","Hyderabad","25.3800","68.3750","Pakistan","PK","PAK","Sindh","","1459000","1586427790" +"Mardan","Mardan","34.2000","72.0400","Pakistan","PK","PAK","Khyber Pakhtunkhwa","minor","300424","1586001546" +"Saidu","Saidu","34.7500","72.3500","Pakistan","PK","PAK","Khyber Pakhtunkhwa","minor","1860310","1586619596" +"Jhang","Jhang","31.2804","72.3250","Pakistan","PK","PAK","Punjab","minor","341210","1586288677" +"Kasur","Kasur","31.1254","74.4550","Pakistan","PK","PAK","Punjab","minor","290643","1586858135" +"Lahore","Lahore","31.5600","74.3500","Pakistan","PK","PAK","Punjab","admin","6577000","1586801463" +"Nawabshah","Nawabshah","26.2454","68.4000","Pakistan","PK","PAK","Sindh","minor","229504","1586294005" +"Chiniot","Chiniot","31.7200","72.9800","Pakistan","PK","PAK","Punjab","minor","201781","1586413435" +"Bannu","Bannu","32.9890","70.5986","Pakistan","PK","PAK","Khyber Pakhtunkhwa","minor","622419","1586858934" +"Sadiqabad","Sadiqabad","28.3006","70.1302","Pakistan","PK","PAK","Punjab","","189876","1586378758" +"Sukkur","Sukkur","27.7136","68.8486","Pakistan","PK","PAK","Sindh","minor","417767","1586383591" +"Peshawar","Peshawar","34.0050","71.5350","Pakistan","PK","PAK","Khyber Pakhtunkhwa","admin","1303000","1586851102" +"Bahawalpur","Bahawalpur","29.3900","71.6750","Pakistan","PK","PAK","Punjab","minor","552607","1586038700" +"Sargodha","Sargodha","32.0854","72.6750","Pakistan","PK","PAK","Punjab","minor","542603","1586696588" +"Dera Ismail Khan","Dera Ismail Khan","31.8290","70.8986","Pakistan","PK","PAK","Khyber Pakhtunkhwa","minor","101616","1586008360" +"Kundian","Kundian","32.4522","71.4718","Pakistan","PK","PAK","Punjab","","35406","1586180022" +"Gwadar","Gwadar","25.1390","62.3286","Pakistan","PK","PAK","Balochistān","minor","51901","1586857142" +"Parachinar","Parachinar","33.8992","70.1008","Pakistan","PK","PAK","Federally Administered Tribal Areas","","55685","1586337795" +"Larkana","Larkana","27.5618","68.2068","Pakistan","PK","PAK","Sindh","minor","364033","1586678302" +"Kohat","Kohat","33.6027","71.4327","Pakistan","PK","PAK","Khyber Pakhtunkhwa","minor","343027","1586349992" +"Rahim Yar Khan","Rahim Yar Khan","28.4202","70.2952","Pakistan","PK","PAK","Punjab","","353203","1586136399" +"Mirput Khas","Mirput Khas","25.5318","69.0118","Pakistan","PK","PAK","Sindh","minor","356435","1586156251" +"Dera Ghazi Khan","Dera Ghazi Khan","30.0604","70.6351","Pakistan","PK","PAK","Punjab","minor","236093","1586002238" +"Gujranwala","Gujranwala","32.1604","74.1850","Pakistan","PK","PAK","Punjab","minor","1513000","1586400472" +"Rawalpindi","Rawalpindi","33.6000","73.0400","Pakistan","PK","PAK","Punjab","minor","1858000","1586344001" +"Gujrat","Gujrat","32.5800","74.0800","Pakistan","PK","PAK","Punjab","minor","301506","1586006990" +"Sialkote","Sialkote","32.5200","74.5600","Pakistan","PK","PAK","Punjab","minor","477396","1586141444" +"Mansehra","Mansehra","34.3418","73.1968","Pakistan","PK","PAK","Khyber Pakhtunkhwa","minor","66486","1586902336" +"Abbottabad","Abbottabad","34.1495","73.1995","Pakistan","PK","PAK","Khyber Pakhtunkhwa","minor","1183647","1586788758" +"Multan","Multan","30.2000","71.4550","Pakistan","PK","PAK","Punjab","minor","1522000","1586256291" +"Sheikhu Pura","Sheikhu Pura","31.7200","73.9900","Pakistan","PK","PAK","Punjab","minor","361303","1586291726" +"Sahiwal","Sahiwal","30.6717","73.1118","Pakistan","PK","PAK","Punjab","minor","235695","1586672083" +"Okara","Okara","30.8104","73.4500","Pakistan","PK","PAK","Punjab","minor","223648","1586880900" +"Faisalabad","Faisalabad","31.4100","73.1100","Pakistan","PK","PAK","Punjab","minor","2617000","1586323916" +"Łódź","Lodz","51.7750","19.4514","Poland","PL","POL","Łódzkie","admin","758000","1616832750" +"Lublin","Lublin","51.2504","22.5727","Poland","PL","POL","Lubelskie","admin","360044","1616953501" +"Wrocław","Wroclaw","51.1104","17.0300","Poland","PL","POL","Dolnośląskie","admin","634893","1616108520" +"Białystok","Bialystok","53.1504","23.1700","Poland","PL","POL","Podlaskie","admin","291855","1616443575" +"Poznań","Poznan","52.4058","16.8999","Poland","PL","POL","Wielkopolskie","admin","623997","1616725607" +"Zielona Góra","Zielona Gora","51.9504","15.5000","Poland","PL","POL","Lubuskie","admin","118433","1616050904" +"Bydgoszcz","Bydgoszcz","53.1204","18.0100","Poland","PL","POL","Kujawsko-Pomorskie","admin","366452","1616454014" +"Szczecin","Szczecin","53.4204","14.5300","Poland","PL","POL","Zachodniopomorskie","admin","407811","1616256546" +"Gdańsk","Gdansk","54.3600","18.6400","Poland","PL","POL","Pomorskie","admin","740000","1616406372" +"Olsztyn","Olsztyn","53.8000","20.4800","Poland","PL","POL","Warmińsko-Mazurskie","admin","186670","1616383275" +"Katowice","Katowice","50.2604","19.0200","Poland","PL","POL","Śląskie","admin","2746000","1616798495" +"Rzeszów","Rzeszow","50.0705","22.0000","Poland","PL","POL","Podkarpackie","admin","245686","1616879570" +"Kraków","Krakow","50.0600","19.9600","Poland","PL","POL","Małopolskie","admin","756000","1616172264" +"Opole","Opole","50.6850","17.9313","Poland","PL","POL","Opolskie","admin","131412","1616096837" +"Kielce","Kielce","50.8904","20.6600","Poland","PL","POL","Świętokrzyskie","admin","215733","1616176351" +"Gorzów Wielkopolski","Gorzow Wielkopolski","52.7368","15.2288","Poland","PL","POL","Lubuskie","admin","","1616788025" +"Gdynia","Gdynia","54.5204","18.5300","Poland","PL","POL","Pomorskie","minor","314664","1616385189" +"Grudziądz","Grudziadz","53.4804","18.7500","Poland","PL","POL","Kujawsko-Pomorskie","minor","102443","1616391533" +"Inowrocław","Inowroclaw","52.7799","18.2500","Poland","PL","POL","Kujawsko-Pomorskie","minor","79007","1616606592" +"Gliwice","Gliwice","50.3304","18.6700","Poland","PL","POL","Śląskie","minor","507670","1616311376" +"Bytom","Bytom","50.3500","18.9100","Poland","PL","POL","Śląskie","minor","662247","1616740907" +"Warsaw","Warsaw","52.2500","21.0000","Poland","PL","POL","Mazowieckie","primary","1707000","1616024847" +"Elbląg","Elblag","54.1900","19.4027","Poland","PL","POL","Warmińsko-Mazurskie","minor","127558","1616395994" +"Ełk","Elk","53.8337","22.3500","Poland","PL","POL","Warmińsko-Mazurskie","minor","55769","1616783003" +"Koszalin","Koszalin","54.2000","16.1833","Poland","PL","POL","Zachodniopomorskie","minor","107450","1616258002" +"Saint-Pierre","Saint-Pierre","46.7811","-56.1764","Saint Pierre And Miquelon","PM","SPM","","primary","","1666340272" +"Adamstown","Adamstown","-25.0667","-130.0833","Pitcairn Islands","PN","PCN","","primary","","1612000000" +"Funchal","Funchal","32.6500","-16.8800","Portugal","PT","PRT","Madeira","admin","204767","1620995356" +"Setúbal","Setubal","38.5300","-8.9000","Portugal","PT","PRT","Setúbal","admin","117974","1620174557" +"Lisbon","Lisbon","38.7227","-9.1449","Portugal","PT","PRT","Lisboa","primary","2812000","1620619017" +"Évora","Evora","38.5600","-7.9060","Portugal","PT","PRT","Évora","admin","55620","1620456226" +"Angra do Heroísmo","Angra do Heroismo","38.6504","-27.2167","Portugal","PT","PRT","Azores","","12045","1620152939" +"Santarém","Santarem","39.2310","-8.6820","Portugal","PT","PRT","Santarém","admin","29385","1620315932" +"Horta","Horta","38.5347","-28.6448","Portugal","PT","PRT","Azores","","6611","1620589121" +"Ponta Delgada","Ponta Delgada","37.7483","-25.6666","Portugal","PT","PRT","Azores","admin","61526","1620456537" +"Porto","Porto","41.1500","-8.6200","Portugal","PT","PRT","Porto","admin","1337000","1620356810" +"Faro","Faro","37.0171","-7.9333","Portugal","PT","PRT","Faro","admin","41355","1620330407" +"Vila Real","Vila Real","41.2940","-7.7370","Portugal","PT","PRT","Vila Real","admin","17001","1620292123" +"Aveiro","Aveiro","40.6410","-8.6510","Portugal","PT","PRT","Aveiro","admin","54162","1620555869" +"Guarda","Guarda","40.5410","-7.2620","Portugal","PT","PRT","Guarda","admin","32111","1620174984" +"Viseu","Viseu","40.6570","-7.9100","Portugal","PT","PRT","Viseu","admin","26364","1620291266" +"Bragança","Braganca","41.8080","-6.7550","Portugal","PT","PRT","Bragança","admin","34375","1620281131" +"Viana Do Castelo","Viana Do Castelo","41.6962","-8.8441","Portugal","PT","PRT","Viana do Castelo","admin","15555","1620680440" +"Braga","Braga","41.5550","-8.4213","Portugal","PT","PRT","Braga","admin","826833","1620949401" +"Beja","Beja","38.0140","-7.8630","Portugal","PT","PRT","Beja","admin","35854","1620050458" +"Castelo Branco","Castelo Branco","39.8110","-7.4880","Portugal","PT","PRT","Castelo Branco","admin","33479","1620277400" +"Portalegre","Portalegre","39.2900","-7.4230","Portugal","PT","PRT","Portalegre","admin","15581","1620475518" +"Coimbra","Coimbra","40.2004","-8.4167","Portugal","PT","PRT","Coimbra","admin","106582","1620166724" +"Leiria","Leiria","39.7390","-8.8050","Portugal","PT","PRT","Leiria","admin","45112","1620304777" +"Covilhã","Covilha","40.2833","-7.5000","Portugal","PT","PRT","Castelo Branco","minor","24828","1620284248" +"Portimão","Portimao","37.1337","-8.5333","Portugal","PT","PRT","Faro","minor","61226","1620859274" +"Koror","Koror","7.3452","134.4695","Palau","PW","PLW","","","11200","1585174728" +"Melekeok","Melekeok","7.4874","134.6265","Palau","PW","PLW","Melekeok","","7026","1585892017" +"Ngerulmud","Ngerulmud","7.5000","134.6242","Palau","PW","PLW","Melekeok","primary","","1585525081" +"La Victoria","La Victoria","-22.2896","-57.9400","Paraguay","PY","PRY","Alto Paraguay","","5000","1600731282" +"General Eugenio Alejandrino Garay","General Eugenio Alejandrino Garay","-20.5200","-62.2100","Paraguay","PY","PRY","Boquerón","","972","1600467772" +"Bella Vista","Bella Vista","-22.1296","-56.5200","Paraguay","PY","PRY","Amambay","","16852","1600430147" +"Ñacunday","Nacunday","-26.0200","-54.7699","Paraguay","PY","PRY","Alto Paraná","","1250","1600303466" +"Mariscal Estigarribia","Mariscal Estigarribia","-22.0300","-60.6100","Paraguay","PY","PRY","Boquerón","","2500","1600781023" +"Horqueta","Horqueta","-23.3396","-57.0500","Paraguay","PY","PRY","Concepción","","16171","1600363376" +"Capitan Pablo Lagerenza","Capitan Pablo Lagerenza","-19.9161","-60.7833","Paraguay","PY","PRY","Alto Paraguay","","1200","1600527430" +"Pozo Colorado","Pozo Colorado","-23.4300","-58.8600","Paraguay","PY","PRY","Presidente Hayes","","2135","1600340660" +"Belén","Belen","-23.4695","-57.2400","Paraguay","PY","PRY","Concepción","","11359","1600551990" +"Fuerte Olimpo","Fuerte Olimpo","-21.0696","-57.9000","Paraguay","PY","PRY","Alto Paraguay","admin","2475","1600444658" +"Abaí","Abai","-26.0296","-55.9400","Paraguay","PY","PRY","Caazapá","","3024","1600189926" +"Areguá","Aregua","-25.3125","-57.3847","Paraguay","PY","PRY","Central","admin","","1600141362" +"Caazapá","Caazapa","-26.2000","-56.3800","Paraguay","PY","PRY","Caazapá","admin","5504","1600103814" +"Concepción","Concepcion","-23.4064","-57.4344","Paraguay","PY","PRY","Concepción","admin","59118","1600557615" +"Caacupé","Caacupe","-25.3870","-57.1400","Paraguay","PY","PRY","Cordillera","admin","21696","1600095784" +"Villarrica","Villarrica","-25.7500","-56.4333","Paraguay","PY","PRY","Guairá","admin","41157","1600446518" +"Pedro Juan Caballero","Pedro Juan Caballero","-22.5446","-55.7600","Paraguay","PY","PRY","Amambay","admin","102787","1600089732" +"Encarnación","Encarnacion","-27.3472","-55.8739","Paraguay","PY","PRY","Itapúa","admin","357119","1600377819" +"Coronel Oviedo","Coronel Oviedo","-25.4500","-56.4400","Paraguay","PY","PRY","Caaguazú","admin","88101","1600075989" +"Ciudad del Este","Ciudad del Este","-25.5167","-54.6161","Paraguay","PY","PRY","Alto Paraná","admin","320872","1600265252" +"San Juan Bautista","San Juan Bautista","-26.6800","-57.1500","Paraguay","PY","PRY","Misiones","admin","7882","1600185723" +"Pilar","Pilar","-26.8695","-58.3000","Paraguay","PY","PRY","Ñeembucú","admin","28435","1600377954" +"Paraguarí","Paraguari","-25.6200","-57.1600","Paraguay","PY","PRY","Paraguarí","admin","18881","1600581132" +"Villa Hayes","Villa Hayes","-25.0900","-57.5300","Paraguay","PY","PRY","Presidente Hayes","admin","15643","1600405064" +"San Pedro","San Pedro","-24.0900","-57.0800","Paraguay","PY","PRY","San Pedro","admin","9360","1600189153" +"Ype Jhu","Ype Jhu","-23.9100","-55.4600","Paraguay","PY","PRY","Canindeyú","","600","1600827924" +"Filadelfia","Filadelfia","-22.3400","-60.0300","Paraguay","PY","PRY","Boquerón","admin","10470","1600948743" +"Salto del Guairá","Salto del Guaira","-24.0625","-54.3069","Paraguay","PY","PRY","Canindeyú","admin","","1600283545" +"Asunción","Asuncion","-25.2964","-57.6415","Paraguay","PY","PRY","Asunción","primary","1870000","1600057911" +"Puerto Pinasco","Puerto Pinasco","-22.6400","-57.7900","Paraguay","PY","PRY","Presidente Hayes","","500","1600670025" +"San Lorenzo","San Lorenzo","-25.3400","-57.5200","Paraguay","PY","PRY","Central","","500000","1600667303" +"Itá","Ita","-25.5096","-57.3600","Paraguay","PY","PRY","Central","","41090","1600969782" +"Hohenau","Hohenau","-27.0795","-55.7500","Paraguay","PY","PRY","Itapúa","","5306","1600972500" +"Ypacaraí","Ypacarai","-25.4100","-57.2800","Paraguay","PY","PRY","Central","","30150","1600844536" +"Rosario","Rosario","-24.4196","-57.1000","Paraguay","PY","PRY","San Pedro","","5123","1600049206" +"Coronel Bogado","Coronel Bogado","-27.1700","-56.2500","Paraguay","PY","PRY","Itapúa","","14297","1600512741" +"Ygatimí","Ygatimi","-24.0796","-55.5000","Paraguay","PY","PRY","Canindeyú","","2809","1600339943" +"Arroyos y Esteros","Arroyos y Esteros","-25.0500","-57.0900","Paraguay","PY","PRY","Cordillera","","3055","1600827428" +"Az̧ Z̧a‘āyin","Az Za`ayin","25.5774","51.4831","Qatar","QA","QAT","Az̧ Z̧a‘āyin","admin","","1634890537" +"Al Wakrah","Al Wakrah","25.1715","51.6034","Qatar","QA","QAT","Al Wakrah","admin","","1634261569" +"Al Khawr","Al Khawr","25.6839","51.5058","Qatar","QA","QAT","Al Khawr wa adh Dhakhīrah","admin","","1634786937" +"Madīnat ash Shamāl","Madinat ash Shamal","26.1293","51.2009","Qatar","QA","QAT","Ash Shamāl","admin","","1634762661" +"Umm Şalāl ‘Alī","Umm Salal `Ali","25.4697","51.3975","Qatar","QA","QAT","Umm Şalāl","admin","","1634646507" +"Ar Rayyān","Ar Rayyan","25.2919","51.4244","Qatar","QA","QAT","Ar Rayyān","admin","","1634097551" +"Doha","Doha","25.2866","51.5330","Qatar","QA","QAT","Ad Dawḩah","primary","1450000","1634459660" +"Ash Shīḩānīyah","Ash Shihaniyah","25.3709","51.2226","Qatar","QA","QAT","","admin","","1634539520" +"St.-Denis","St.-Denis","-20.8789","55.4481","Reunion","RE","REU","","admin","190047","1638024662" +"St.-Benoit","St.-Benoit","-21.0335","55.7128","Reunion","RE","REU","","","35310","1638823449" +"Drobeta-Turnu Severin","Drobeta-Turnu Severin","44.6459","22.6659","Romania","RO","ROU","Mehedinţi","admin","106578","1642729144" +"Brăila","Braila","45.2920","27.9690","Romania","RO","ROU","Brăila","admin","213569","1642286806" +"Oradea","Oradea","47.0500","21.9200","Romania","RO","ROU","Bihor","admin","213830","1642066626" +"Timișoara","Timisoara","45.7588","21.2234","Romania","RO","ROU","Timiş","admin","315053","1642603121" 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Oblast’","","26690","1643132953" +"Numto","Numto","63.6667","71.3333","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","","10","1643985006" +"Novy Urengoy","Novy Urengoy","66.0833","76.6332","Russia","RU","RUS","Yamalo-Nenetskiy Avtonomnyy Okrug","","94212","1643427847" +"Novyy Uoyin","Novyy Uoyin","56.1350","111.7339","Russia","RU","RUS","Buryatiya","","4184","1643043728" +"Nizhny Novgorod","Nizhny Novgorod","56.3330","44.0001","Russia","RU","RUS","Nizhegorodskaya Oblast’","admin","1278000","1643012126" +"Miass","Miass","54.9954","60.0949","Russia","RU","RUS","Chelyabinskaya Oblast’","","167500","1643043679" +"Omsk","Omsk","54.9900","73.4000","Russia","RU","RUS","Omskaya Oblast’","admin","1135000","1643360863" +"Naltchik","Naltchik","43.4981","43.6179","Russia","RU","RUS","Kabardino-Balkariya","admin","307866","1643746064" +"Mirnyy","Mirnyy","62.5400","113.9614","Russia","RU","RUS","Sakha (Yakutiya)","","40308","1643007406" 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+"Gusinoozyorsk","Gusinoozyorsk","51.2808","106.5004","Russia","RU","RUS","Buryatiya","","24083","1643386183" +"Kamenka","Kamenka","53.1947","44.0444","Russia","RU","RUS","Penzenskaya Oblast’","","16560","1643795205" +"Kargat","Kargat","55.1959","80.2811","Russia","RU","RUS","Novosibirskaya Oblast’","","10881","1643914194" +"Kasimov","Kasimov","54.9435","41.3931","Russia","RU","RUS","Ryazanskaya Oblast’","","36663","1643283044" +"Kolomna","Kolomna","55.0800","38.7850","Russia","RU","RUS","Moskovskaya Oblast’","","147690","1643196698" +"Khanty Mansiysk","Khanty Mansiysk","61.0015","69.0015","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","admin","67800","1643001221" +"Dimitrovgrad","Dimitrovgrad","54.2504","49.5600","Russia","RU","RUS","Ul’yanovskaya Oblast’","","132226","1643039639" +"Cheremkhovo","Cheremkhovo","53.1588","103.0739","Russia","RU","RUS","Irkutskaya Oblast’","","57395","1643007385" +"Gornyak","Gornyak","50.9881","81.4877","Russia","RU","RUS","Altayskiy Kray","","15668","1643814454" +"Blagodarnyy","Blagodarnyy","45.1047","43.4344","Russia","RU","RUS","Stavropol’skiy Kray","","35995","1643447136" +"Bodaybo","Bodaybo","57.9650","114.3290","Russia","RU","RUS","Irkutskaya Oblast’","","15933","1643017251" +"Biysk","Biysk","52.5341","85.1800","Russia","RU","RUS","Altayskiy Kray","","215430","1643652314" +"Abakan","Abakan","53.7037","91.4450","Russia","RU","RUS","Khakasiya","admin","167289","1643946203" +"Angarsk","Angarsk","52.5600","103.9200","Russia","RU","RUS","Irkutskaya Oblast’","","243158","1643989118" +"Birsk","Birsk","55.4244","55.5444","Russia","RU","RUS","Bashkortostan","","41014","1643348438" +"Pskov","Pskov","57.8300","28.3299","Russia","RU","RUS","Pskovskaya Oblast’","admin","201990","1643877414" +"Smolensk","Smolensk","54.7827","32.0473","Russia","RU","RUS","Smolenskaya Oblast’","admin","320991","1643627051" +"Put Lenina","Put Lenina","68.5166","107.8000","Russia","RU","RUS","Sakha (Yakutiya)","","298","1643749671" +"Kemerovo","Kemerovo","55.3400","86.0900","Russia","RU","RUS","Kemerovskaya Oblast’","admin","477090","1643216311" +"Kolpashevo","Kolpashevo","58.3004","82.9954","Russia","RU","RUS","Tomskaya Oblast’","","27876","1643773170" +"Polyarnyy","Polyarnyy","69.2052","33.4502","Russia","RU","RUS","Murmanskaya Oblast’","","19200","1643432811" +"St. Petersburg","St. Petersburg","59.9390","30.3160","Russia","RU","RUS","Sankt-Peterburg","admin","4553000","1643616350" +"Pyatigorsk","Pyatigorsk","44.0800","43.0900","Russia","RU","RUS","Stavropol’skiy Kray","","142865","1643815630" +"Nefteyugansk","Nefteyugansk","61.0777","72.7027","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","","112632","1643009656" +"Chernogorsk","Chernogorsk","53.8313","91.2227","Russia","RU","RUS","Khakasiya","","71582","1643871191" +"Lensk","Lensk","60.7253","114.9470","Russia","RU","RUS","Sakha (Yakutiya)","","25589","1643009226" +"Krasnoarmeysk","Krasnoarmeysk","51.0174","45.6974","Russia","RU","RUS","Saratovskaya Oblast’","","25841","1643504367" +"Saratov","Saratov","51.5800","46.0300","Russia","RU","RUS","Saratovskaya Oblast’","admin","843000","1643556540" +"Shira","Shira","54.4914","89.9531","Russia","RU","RUS","Khakasiya","","9358","1643191566" +"Solnechnogorsk","Solnechnogorsk","56.1807","36.9809","Russia","RU","RUS","Moskovskaya Oblast’","","58891","1643958876" +"Irkutsk","Irkutsk","52.3200","104.2450","Russia","RU","RUS","Irkutskaya Oblast’","admin","586695","1643439037" +"Noyabrsk","Noyabrsk","63.1665","75.6165","Russia","RU","RUS","Yamalo-Nenetskiy Avtonomnyy Okrug","","110572","1643340196" +"Yurga","Yurga","55.7258","84.8854","Russia","RU","RUS","Kemerovskaya Oblast’","","84220","1643047994" +"Zelenokumsk","Zelenokumsk","44.4091","43.8787","Russia","RU","RUS","Stavropol’skiy Kray","","41306","1643031364" +"Olenek","Olenek","68.5250","112.4500","Russia","RU","RUS","Sakha (Yakutiya)","","10","1643535703" +"Salekhard","Salekhard","66.5350","66.6100","Russia","RU","RUS","Yamalo-Nenetskiy Avtonomnyy Okrug","admin","38025","1643083395" +"Borovichi","Borovichi","58.3978","33.8974","Russia","RU","RUS","Novgorodskaya Oblast’","","57887","1643059892" +"Kaluga","Kaluga","54.5204","36.2700","Russia","RU","RUS","Kaluzhskaya Oblast’","admin","338978","1643161747" +"Izhevsk","Izhevsk","56.8500","53.2300","Russia","RU","RUS","Udmurtiya","admin","631038","1643983138" +"Volsk","Volsk","52.0347","47.3743","Russia","RU","RUS","Saratovskaya Oblast’","","70500","1643293120" +"Cherepovets","Cherepovets","59.1404","37.9100","Russia","RU","RUS","Vologodskaya Oblast’","","311850","1643937680" +"Pallasovka","Pallasovka","50.0477","46.8773","Russia","RU","RUS","Volgogradskaya Oblast’","","17139","1643361305" +"Peregrebnoye","Peregrebnoye","62.9670","65.0859","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","","10","1643322655" 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+"Surgut","Surgut","61.2599","73.4250","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","","400000","1643007475" +"Cheboksary","Cheboksary","56.1300","47.2500","Russia","RU","RUS","Chuvashiya","admin","446781","1643163382" +"Mariinsk","Mariinsk","56.2108","87.7604","Russia","RU","RUS","Kemerovskaya Oblast’","","43122","1643015007" +"Safonovo","Safonovo","55.1465","33.2161","Russia","RU","RUS","Smolenskaya Oblast’","","46637","1643349076" +"Sayanogorsk","Sayanogorsk","53.0894","91.4004","Russia","RU","RUS","Khakasiya","","55642","1643565856" +"Roslavl","Roslavl","53.9509","32.8604","Russia","RU","RUS","Smolenskaya Oblast’","","56971","1643356591" +"Rubtsovsk","Rubtsovsk","51.5200","81.2100","Russia","RU","RUS","Altayskiy Kray","","161065","1643450182" +"Slyudyanka","Slyudyanka","51.6538","103.6988","Russia","RU","RUS","Irkutskaya Oblast’","","18809","1643956172" +"Laryak","Laryak","61.1012","80.2514","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","","10","1643861109" +"Abaza","Abaza","52.6690","90.0954","Russia","RU","RUS","Khakasiya","","18094","1643885049" +"Velikiy Novgorod","Velikiy Novgorod","58.5000","31.3300","Russia","RU","RUS","Novgorodskaya Oblast’","admin","218717","1643774241" +"Klin","Klin","56.3431","36.6987","Russia","RU","RUS","Moskovskaya Oblast’","","80778","1643730409" +"Bagdarin","Bagdarin","54.4333","113.6000","Russia","RU","RUS","Buryatiya","","4676","1643127681" +"Kovrov","Kovrov","56.3604","41.3300","Russia","RU","RUS","Vladimirskaya Oblast’","","154224","1643110693" +"Sokol","Sokol","59.4648","40.1144","Russia","RU","RUS","Vologodskaya Oblast’","","42174","1643586879" +"Engels","Engels","51.5004","46.1200","Russia","RU","RUS","Saratovskaya Oblast’","","196011","1643653861" +"Gatchina","Gatchina","59.5707","30.1333","Russia","RU","RUS","Leningradskaya Oblast’","","90486","1643318154" +"Nizhnyaya Tura","Nizhnyaya Tura","58.6436","59.7983","Russia","RU","RUS","Sverdlovskaya Oblast’","","56084","1643751945" +"Mundybash","Mundybash","53.2333","87.3167","Russia","RU","RUS","Kemerovskaya Oblast’","","5870","1643009473" +"Prokopyevsk","Prokopyevsk","53.9000","86.7100","Russia","RU","RUS","Kemerovskaya Oblast’","","275615","1643653477" +"Kiselevsk","Kiselevsk","54.0000","86.6400","Russia","RU","RUS","Kemerovskaya Oblast’","","104000","1643153158" +"Novokuznetsk","Novokuznetsk","53.7500","87.1150","Russia","RU","RUS","Kemerovskaya Oblast’","","539616","1643628717" +"Luga","Luga","58.7363","29.8390","Russia","RU","RUS","Leningradskaya Oblast’","","40114","1643463120" +"Moscow","Moscow","55.7522","37.6155","Russia","RU","RUS","Moskva","primary","10452000","1643318494" +"Slavgorod","Slavgorod","53.0049","78.6696","Russia","RU","RUS","Altayskiy Kray","","34141","1643239330" +"Kulunda","Kulunda","52.5827","78.9473","Russia","RU","RUS","Altayskiy Kray","","15345","1643649266" +"Krasnoturinsk","Krasnoturinsk","59.7948","60.4848","Russia","RU","RUS","Sverdlovskaya Oblast’","","64878","1643475253" +"Vladikavkaz","Vladikavkaz","43.0504","44.6700","Russia","RU","RUS","North Ossetia","admin","364630","1643438348" +"Amderma","Amderma","69.7630","61.6677","Russia","RU","RUS","Nenetskiy Avtonomnyy Okrug","","282","1643719353" +"Varnek","Varnek","69.7301","60.0636","Russia","RU","RUS","Nenetskiy Avtonomnyy Okrug","","10","1643378778" +"Leninsk Kuznetsky","Leninsk Kuznetsky","54.6600","86.1700","Russia","RU","RUS","Kemerovskaya Oblast’","","109023","1643591516" +"Mozdok","Mozdok","43.7543","44.6544","Russia","RU","RUS","North Ossetia","","45702","1643138287" +"Tashtagol","Tashtagol","52.7918","87.8677","Russia","RU","RUS","Kemerovskaya Oblast’","","22779","1643787144" +"Megion","Megion","61.0608","76.0953","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","","48691","1643111689" +"Balashov","Balashov","51.5535","43.1631","Russia","RU","RUS","Saratovskaya Oblast’","","98107","1643009402" +"Zima","Zima","53.9331","102.0331","Russia","RU","RUS","Irkutskaya Oblast’","","60239","1643510813" +"Samara","Samara","53.1950","50.1513","Russia","RU","RUS","Samarskaya Oblast’","admin","1137000","1643205757" +"Vyazma","Vyazma","55.2122","34.2918","Russia","RU","RUS","Smolenskaya Oblast’","","55500","1643507171" +"Igrim","Igrim","63.1933","64.4194","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","","9545","1643468393" +"Norilsk","Norilsk","69.3400","88.2250","Russia","RU","RUS","Krasnoyarskiy Kray","","165873","1643832764" +"Belebey","Belebey","54.1291","54.1187","Russia","RU","RUS","Bashkortostan","","62582","1643040403" +"Kalachinsk","Kalachinsk","55.0487","74.5683","Russia","RU","RUS","Omskaya Oblast’","","24059","1643894191" +"Vologda","Vologda","59.2100","39.9200","Russia","RU","RUS","Vologodskaya Oblast’","admin","294889","1643013685" +"Orenburg","Orenburg","51.7800","55.1100","Russia","RU","RUS","Orenburgskaya Oblast’","admin","550204","1643685056" +"Vyborg","Vyborg","60.7039","28.7549","Russia","RU","RUS","Leningradskaya Oblast’","","117201","1643778472" +"Svetogorsk","Svetogorsk","61.1013","28.9177","Russia","RU","RUS","Leningradskaya Oblast’","","30115","1643956298" +"Cherlak","Cherlak","54.1605","74.8200","Russia","RU","RUS","Omskaya Oblast’","","12122","1643336296" +"Mezen","Mezen","65.8522","44.2400","Russia","RU","RUS","Arkhangel’skaya Oblast’","","3672","1643928515" +"Buzuluk","Buzuluk","52.7821","52.2618","Russia","RU","RUS","Orenburgskaya Oblast’","","87714","1643877351" +"Kupina","Kupina","54.3592","77.2742","Russia","RU","RUS","Novosibirskaya Oblast’","","16333","1643059736" +"Karasuk","Karasuk","53.7273","78.0219","Russia","RU","RUS","Novosibirskaya Oblast’","","28589","1643416504" +"Saransk","Saransk","54.1704","45.1800","Russia","RU","RUS","Mordoviya","admin","303394","1643003229" +"Barabinsk","Barabinsk","55.3573","78.3519","Russia","RU","RUS","Novosibirskaya Oblast’","","31508","1643008352" +"Bukachacha","Bukachacha","52.9833","116.9166","Russia","RU","RUS","Zabaykal’skiy Kray","","3372","1643741623" +"Alatyr","Alatyr","54.8504","46.6000","Russia","RU","RUS","Chuvashiya","","46427","1643942115" +"Shilka","Shilka","51.8706","116.0306","Russia","RU","RUS","Zabaykal’skiy Kray","","14132","1643938937" +"Sherlovaya Gora","Sherlovaya Gora","50.5306","116.3006","Russia","RU","RUS","Zabaykal’skiy Kray","","411","1643008235" +"Nerchinsk","Nerchinsk","52.0090","116.5486","Russia","RU","RUS","Zabaykal’skiy Kray","","15360","1643896987" +"Olovyannaya","Olovyannaya","50.9500","115.5666","Russia","RU","RUS","Zabaykal’skiy Kray","","8247","1643754076" +"Borzya","Borzya","50.3886","116.5186","Russia","RU","RUS","Zabaykal’skiy Kray","","30421","1643309577" +"Bugulma","Bugulma","54.5543","52.7943","Russia","RU","RUS","Tatarstan","","91900","1643987882" +"Strezhevoy","Strezhevoy","60.7332","77.5777","Russia","RU","RUS","Tomskaya Oblast’","","44784","1643011459" +"Nizhenvartovsk","Nizhenvartovsk","60.9350","76.5800","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","","244937","1643786132" +"Anzhero Sudzhensk","Anzhero Sudzhensk","56.0800","86.0400","Russia","RU","RUS","Kemerovskaya Oblast’","","83692","1643779858" +"Rayevskiy","Rayevskiy","54.0674","54.9269","Russia","RU","RUS","Bashkortostan","","20060","1643613500" +"Chita","Chita","52.0550","113.4650","Russia","RU","RUS","Zabaykal’skiy Kray","admin","308500","1643036673" +"Artemovskiy","Artemovskiy","57.3652","61.8698","Russia","RU","RUS","Sverdlovskaya Oblast’","","44689","1643010530" +"Ryazan","Ryazan","54.6200","39.7200","Russia","RU","RUS","Ryazanskaya Oblast’","admin","520173","1643205787" +"Bezhetsk","Bezhetsk","57.7647","36.6900","Russia","RU","RUS","Tverskaya Oblast’","","34736","1643708632" +"Novomoskovsk","Novomoskovsk","54.0900","38.2200","Russia","RU","RUS","Tul’skaya Oblast’","","130982","1643119962" +"Zheleznogorsk","Zheleznogorsk","52.3548","35.4044","Russia","RU","RUS","Kurskaya Oblast’","","97900","1643006066" +"Alapayevsk","Alapayevsk","57.8465","61.6915","Russia","RU","RUS","Sverdlovskaya Oblast’","","44000","1643648315" +"Starsy Oskol","Starsy Oskol","51.3004","37.8400","Russia","RU","RUS","Belgorodskaya Oblast’","","226977","1643807951" +"Rostov","Rostov","57.1892","39.4043","Russia","RU","RUS","Yaroslavskaya Oblast’","","33803","1643848937" +"Gubkin","Gubkin","51.2743","37.3843","Russia","RU","RUS","Belgorodskaya Oblast’","","272","1643378602" +"Kumertau","Kumertau","52.7748","55.7843","Russia","RU","RUS","Bashkortostan","","65321","1643237908" +"Oktyabrskiy","Oktyabrskiy","54.4600","53.4600","Russia","RU","RUS","Bashkortostan","","108200","1643301615" +"Zheleznogorsk Ilimskiy","Zheleznogorsk Ilimskiy","56.5762","104.1227","Russia","RU","RUS","Irkutskaya Oblast’","","28456","1643429689" +"Noginsk","Noginsk","55.8704","38.4800","Russia","RU","RUS","Moskovskaya Oblast’","","229731","1643001706" +"Staraya Russa","Staraya Russa","57.9948","31.3544","Russia","RU","RUS","Novgorodskaya Oblast’","","34303","1643015974" +"Tikhvin","Tikhvin","59.6448","33.5144","Russia","RU","RUS","Leningradskaya Oblast’","","62075","1643955290" +"Asbest","Asbest","57.0230","61.4580","Russia","RU","RUS","Sverdlovskaya Oblast’","","81248","1643561210" +"Yoshkar Ola","Yoshkar Ola","56.6354","47.8749","Russia","RU","RUS","Mariy-El","admin","324406","1643701904" +"Ufa","Ufa","54.7900","56.0400","Russia","RU","RUS","Bashkortostan","admin","1018000","1643722928" +"Krasnokamensk","Krasnokamensk","50.0665","118.0265","Russia","RU","RUS","Zabaykal’skiy Kray","","54316","1643383674" +"Orsk","Orsk","51.2100","58.6273","Russia","RU","RUS","Orenburgskaya Oblast’","","246836","1643003114" +"Novotroitsk","Novotroitsk","51.2000","58.3300","Russia","RU","RUS","Orenburgskaya Oblast’","","106186","1643186193" +"Bologoye","Bologoye","57.8722","34.0518","Russia","RU","RUS","Tverskaya Oblast’","","25142","1643381656" +"Mikhaylovka","Mikhaylovka","50.0679","43.2175","Russia","RU","RUS","Volgogradskaya Oblast’","","58898","1643239180" +"Novozybkov","Novozybkov","52.5348","31.9449","Russia","RU","RUS","Bryanskaya Oblast’","","43534","1643876625" +"Chapayevsk","Chapayevsk","52.9743","49.7243","Russia","RU","RUS","Samarskaya Oblast’","","107164","1643027172" +"Novokuybishevsk","Novokuybishevsk","53.1200","49.9199","Russia","RU","RUS","Samarskaya Oblast’","","152334","1643467643" +"Tavda","Tavda","58.0537","65.2583","Russia","RU","RUS","Sverdlovskaya Oblast’","","39480","1643627997" +"Michurinsk","Michurinsk","52.9000","40.5000","Russia","RU","RUS","Tambovskaya Oblast’","","93499","1643419559" +"Serov","Serov","59.6150","60.5850","Russia","RU","RUS","Sverdlovskaya Oblast’","","98438","1643278883" +"Alekseyevka","Alekseyevka","50.6535","38.6931","Russia","RU","RUS","Belgorodskaya Oblast’","","39848","1643033169" +"Valuyki","Valuyki","50.2091","38.0987","Russia","RU","RUS","Belgorodskaya Oblast’","","35887","1643337970" +"Tuymazy","Tuymazy","54.6048","53.6943","Russia","RU","RUS","Bashkortostan","","68829","1643065980" +"Lgov","Lgov","51.6948","35.2744","Russia","RU","RUS","Kurskaya Oblast’","","23500","1643991928" +"Rybinsk","Rybinsk","58.0503","38.8200","Russia","RU","RUS","Yaroslavskaya Oblast’","","216724","1643113701" +"Uglich","Uglich","57.5244","38.3300","Russia","RU","RUS","Yaroslavskaya Oblast’","","37732","1643786573" +"Slantsy","Slantsy","59.1116","28.0747","Russia","RU","RUS","Leningradskaya Oblast’","","36209","1643315242" +"Vyska","Vyska","55.3247","42.1644","Russia","RU","RUS","Nizhegorodskaya Oblast’","","61664","1643006557" +"Armavir","Armavir","45.0004","41.1300","Russia","RU","RUS","Krasnodarskiy Kray","","199548","1643809754" +"Stavropol","Stavropol","45.0500","41.9800","Russia","RU","RUS","Stavropol’skiy Kray","admin","363064","1643947228" +"Bryansk","Bryansk","53.2600","34.4300","Russia","RU","RUS","Bryanskaya Oblast’","admin","427236","1643208827" +"Kropotkin","Kropotkin","45.4471","40.5821","Russia","RU","RUS","Krasnodarskiy Kray","","79599","1643006243" +"Shchekino","Shchekino","54.0143","37.5143","Russia","RU","RUS","Tul’skaya Oblast’","","86088","1643062876" +"Derbent","Derbent","42.0578","48.2774","Russia","RU","RUS","Dagestan","","105965","1643003556" +"Nikolayevsk","Nikolayevsk","50.0161","45.4261","Russia","RU","RUS","Volgogradskaya Oblast’","","16044","1643965946" +"Tula","Tula","54.2000","37.6299","Russia","RU","RUS","Tul’skaya Oblast’","admin","489486","1643255206" +"Murom","Murom","55.5704","42.0400","Russia","RU","RUS","Vladimirskaya Oblast’","","131287","1643769134" +"Plast","Plast","54.3685","60.8085","Russia","RU","RUS","Chelyabinskaya Oblast’","","17050","1643651635" +"Kamyshin","Kamyshin","50.0804","45.4000","Russia","RU","RUS","Volgogradskaya Oblast’","","128626","1643117920" +"Syzran","Syzran","53.1700","48.4800","Russia","RU","RUS","Samarskaya Oblast’","","189338","1643711617" +"Kuznetsk","Kuznetsk","53.1204","46.6000","Russia","RU","RUS","Penzenskaya Oblast’","","95574","1643787798" +"Gelendzhik","Gelendzhik","44.5748","38.0644","Russia","RU","RUS","Krasnodarskiy Kray","","55508","1643756962" +"Sharya","Sharya","58.3798","45.5094","Russia","RU","RUS","Kostromskaya Oblast’","","35532","1643446883" +"Murmansk","Murmansk","68.9700","33.1000","Russia","RU","RUS","Murmanskaya Oblast’","admin","319263","1643755251" +"Isikul","Isikul","54.9287","71.2682","Russia","RU","RUS","Omskaya Oblast’","","21136","1643502986" +"Frolovo","Frolovo","49.7722","43.6518","Russia","RU","RUS","Volgogradskaya Oblast’","","40882","1643011047" +"Severomorsk","Severomorsk","69.0731","33.4231","Russia","RU","RUS","Murmanskaya Oblast’","","53921","1643295687" +"Dzerzhinsk","Dzerzhinsk","56.2504","43.4600","Russia","RU","RUS","Nizhegorodskaya Oblast’","","256537","1643076798" +"Yalutorovsk","Yalutorovsk","56.6736","66.2983","Russia","RU","RUS","Tyumenskaya Oblast’","","35892","1643158086" +"Uryupinsk","Uryupinsk","50.7734","42.0031","Russia","RU","RUS","Volgogradskaya Oblast’","","41644","1643866080" +"Golyshmanovo","Golyshmanovo","56.3819","68.3715","Russia","RU","RUS","Tyumenskaya Oblast’","","13424","1643817304" +"Nazyvayevsk","Nazyvayevsk","55.5670","71.3500","Russia","RU","RUS","Omskaya Oblast’","","12284","1643639751" +"Tatarsk","Tatarsk","55.2219","75.9665","Russia","RU","RUS","Novosibirskaya Oblast’","","25150","1643001589" +"Sarapul","Sarapul","56.4791","53.7987","Russia","RU","RUS","Udmurtiya","","101344","1643320672" +"Tayshet","Tayshet","55.9277","97.9877","Russia","RU","RUS","Irkutskaya Oblast’","","52184","1643635211" +"Nevinnomyssk","Nevinnomyssk","44.6201","41.9500","Russia","RU","RUS","Stavropol’skiy Kray","","134380","1643869152" +"Velikiye Luki","Velikiye Luki","56.3200","30.5200","Russia","RU","RUS","Pskovskaya Oblast’","","103149","1643622811" +"Nizhnekamsk","Nizhnekamsk","55.6404","51.8200","Russia","RU","RUS","Tatarstan","","234297","1643493938" +"Kirov","Kirov","54.0852","34.3048","Russia","RU","RUS","Kaluzhskaya Oblast’","","39319","1643587873" +"Dyatkovo","Dyatkovo","53.5891","34.3392","Russia","RU","RUS","Bryanskaya Oblast’","","33527","1643789328" +"Tara","Tara","56.8982","74.3782","Russia","RU","RUS","Omskaya Oblast’","","26986","1643015750" +"Borisoglebsk","Borisoglebsk","51.3687","42.0887","Russia","RU","RUS","Voronezhskaya Oblast’","","68597","1643002462" +"Klintsy","Klintsy","52.7652","32.2448","Russia","RU","RUS","Bryanskaya Oblast’","","66336","1643620360" +"Mozhga","Mozhga","56.4548","52.1843","Russia","RU","RUS","Udmurtiya","","47270","1643022471" +"Rzhev","Rzhev","56.2574","34.3275","Russia","RU","RUS","Tverskaya Oblast’","","63414","1643967736" +"Naberezhnyye Chelny","Naberezhnyye Chelny","55.7000","52.3199","Russia","RU","RUS","Tatarstan","","461086","1643008493" +"Vichuga","Vichuga","57.2191","41.9287","Russia","RU","RUS","Ivanovskaya Oblast’","","39071","1643107407" +"Mtsensk","Mtsensk","53.2647","36.5472","Russia","RU","RUS","Orlovskaya Oblast’","","47609","1643200546" +"Kanash","Kanash","55.5091","47.4687","Russia","RU","RUS","Chuvashiya","","49886","1643340791" +"Topki","Topki","55.2802","85.6108","Russia","RU","RUS","Kemerovskaya Oblast’","","24672","1643475451" +"Shuya","Shuya","56.8543","41.3643","Russia","RU","RUS","Ivanovskaya Oblast’","","60705","1643360424" +"Torzhok","Torzhok","57.0291","34.9787","Russia","RU","RUS","Tverskaya Oblast’","","48546","1643710105" +"Biryusinsk","Biryusinsk","55.9607","97.8144","Russia","RU","RUS","Irkutskaya Oblast’","","9583","1643008672" +"Otradnyy","Otradnyy","53.3778","51.3474","Russia","RU","RUS","Samarskaya Oblast’","","50127","1643670563" +"Serpukhov","Serpukhov","54.9304","37.4300","Russia","RU","RUS","Moskovskaya Oblast’","","135584","1643395657" +"Balakovo","Balakovo","52.0300","47.8000","Russia","RU","RUS","Saratovskaya Oblast’","","199572","1643480033" +"Atkarsk","Atkarsk","51.8765","44.9961","Russia","RU","RUS","Saratovskaya Oblast’","","27554","1643598170" +"Kirovo-Chepetsk","Kirovo-Chepetsk","58.5544","50.0444","Russia","RU","RUS","Kirovskaya Oblast’","","90252","1643630912" +"Kirov","Kirov","58.5901","49.6700","Russia","RU","RUS","Kirovskaya Oblast’","admin","457437","1643106064" +"Serdobsk","Serdobsk","52.4622","44.2218","Russia","RU","RUS","Penzenskaya Oblast’","","36652","1643300629" +"Aleksin","Aleksin","54.5143","37.0944","Russia","RU","RUS","Tul’skaya Oblast’","","66885","1643013998" +"Shumerlya","Shumerlya","55.4848","46.4244","Russia","RU","RUS","Chuvashiya","","35230","1643065597" +"Yefremov","Yefremov","53.1491","38.1215","Russia","RU","RUS","Tul’skaya Oblast’","","45497","1643358029" +"Buynaksk","Buynaksk","42.8335","47.1130","Russia","RU","RUS","Dagestan","","75800","1643980922" +"Makhachkala","Makhachkala","42.9800","47.5000","Russia","RU","RUS","Dagestan","admin","554981","1643580480" +"Yaroslavl","Yaroslavl","57.6200","39.8700","Russia","RU","RUS","Yaroslavskaya Oblast’","admin","606730","1643338528" +"Sovetsk","Sovetsk","57.5785","48.9581","Russia","RU","RUS","Kirovskaya Oblast’","","17869","1643054411" +"Salavat","Salavat","53.3703","55.9300","Russia","RU","RUS","Bashkortostan","","159893","1643996483" +"Sterlitamak","Sterlitamak","53.6300","55.9600","Russia","RU","RUS","Bashkortostan","","267231","1643812452" +"Bogoroditsk","Bogoroditsk","53.7747","38.1144","Russia","RU","RUS","Tul’skaya Oblast’","","39553","1643215151" +"Morshansk","Morshansk","53.4547","41.8044","Russia","RU","RUS","Tambovskaya Oblast’","","49350","1643010235" +"Obninsk","Obninsk","55.0804","36.6200","Russia","RU","RUS","Kaluzhskaya Oblast’","","107392","1643426054" +"Georgievsk","Georgievsk","44.1599","43.4699","Russia","RU","RUS","Stavropol’skiy Kray","","72649","1643279802" +"Sol-lletsk","Sol-lletsk","51.1603","54.9999","Russia","RU","RUS","Orenburgskaya Oblast’","","27419","1643001542" +"Vladimir","Vladimir","56.1300","40.4099","Russia","RU","RUS","Vladimirskaya Oblast’","admin","318648","1643712167" +"Pechora","Pechora","65.1587","57.2087","Russia","RU","RUS","Komi","","46113","1643523866" +"Ulyanovsk","Ulyanovsk","54.3300","48.4100","Russia","RU","RUS","Ul’yanovskaya Oblast’","admin","640680","1643668944" +"Kirsanov","Kirsanov","52.6574","42.7174","Russia","RU","RUS","Tambovskaya Oblast’","","17975","1643643425" +"Kotovsk","Kotovsk","52.5947","41.5044","Russia","RU","RUS","Tambovskaya Oblast’","","33077","1643608746" +"Tambov","Tambov","52.7300","41.4300","Russia","RU","RUS","Tambovskaya Oblast’","admin","301482","1643802687" +"Volkhov","Volkhov","59.9291","32.3387","Russia","RU","RUS","Leningradskaya Oblast’","","45673","1643547178" +"Vyshnniy Volochek","Vyshnniy Volochek","57.5830","34.5631","Russia","RU","RUS","Tverskaya Oblast’","","53800","1643616804" +"Orel","Orel","52.9700","36.0700","Russia","RU","RUS","Orlovskaya Oblast’","admin","334552","1643703818" +"Kandalaksha","Kandalaksha","67.1643","32.4144","Russia","RU","RUS","Murmanskaya Oblast’","","106798","1643555433" +"Ussuriysk","Ussuriysk","43.8000","132.0200","Russia","RU","RUS","Primorskiy Kray","","157068","1643001263" +"Petrozavodsk","Petrozavodsk","61.8500","34.2800","Russia","RU","RUS","Kareliya","admin","265025","1643319966" +"Votkinsk","Votkinsk","57.0304","53.9900","Russia","RU","RUS","Udmurtiya","","98633","1643007991" +"Omutninsk","Omutninsk","58.6589","52.1592","Russia","RU","RUS","Kirovskaya Oblast’","","32800","1643987727" +"Novoaltaysk","Novoaltaysk","53.3993","83.9588","Russia","RU","RUS","Altayskiy Kray","","91386","1643896344" +"Ust' Ordynskiy","Ust' Ordynskiy","52.8330","104.7000","Russia","RU","RUS","Irkutskaya Oblast’","","14538","1643007224" +"Kirs","Kirs","59.3138","52.2452","Russia","RU","RUS","Kirovskaya Oblast’","","11385","1643457660" +"Kondopoga","Kondopoga","62.2087","34.2887","Russia","RU","RUS","Kareliya","","34360","1643955723" +"Ruzayevka","Ruzayevka","54.0643","44.9244","Russia","RU","RUS","Mordoviya","","49311","1643836574" +"Tver","Tver","56.8600","35.8900","Russia","RU","RUS","Tverskaya Oblast’","admin","400212","1643456559" +"Kotelnich","Kotelnich","58.3041","48.3137","Russia","RU","RUS","Kirovskaya Oblast’","","28431","1643742016" +"Kaliningrad","Kaliningrad","54.7000","20.4973","Russia","RU","RUS","Kaliningradskaya Oblast’","admin","434954","1643178106" +"Perm’","Perm'","58.0174","56.2855","Russia","RU","RUS","Permskiy Kray","admin","","1643294442" +"Penza","Penza","53.1800","45.0000","Russia","RU","RUS","Penzenskaya Oblast’","admin","512602","1643492830" +"Velikiy Ustyug","Velikiy Ustyug","60.7687","46.2987","Russia","RU","RUS","Vologodskaya Oblast’","","33237","1643173653" +"Aleysk","Aleysk","52.4918","82.7777","Russia","RU","RUS","Altayskiy Kray","","28019","1643212700" +"Balakhna","Balakhna","56.4943","43.5944","Russia","RU","RUS","Nizhegorodskaya Oblast’","","63083","1643658083" +"Podolsk","Podolsk","55.3804","37.5299","Russia","RU","RUS","Moskovskaya Oblast’","","320635","1643693800" +"Kineshma","Kineshma","57.4700","42.1300","Russia","RU","RUS","Ivanovskaya Oblast’","","92983","1643014487" +"Yegoryevsk","Yegoryevsk","55.3848","39.0294","Russia","RU","RUS","Moskovskaya Oblast’","","89795","1643266841" +"Volzhskiy","Volzhskiy","48.7948","44.7744","Russia","RU","RUS","Volgogradskaya Oblast’","","323293","1643875527" +"Volgograd","Volgograd","48.7100","44.5000","Russia","RU","RUS","Volgogradskaya Oblast’","admin","984000","1643577201" +"Onega","Onega","63.9271","38.0771","Russia","RU","RUS","Arkhangel’skaya Oblast’","","22693","1643716527" +"Cherepanovo","Cherepanovo","54.2336","83.3688","Russia","RU","RUS","Novosibirskaya Oblast’","","20125","1643646272" +"Apatity","Apatity","67.5731","33.3930","Russia","RU","RUS","Murmanskaya Oblast’","","66907","1643183303" +"Umba","Umba","66.6814","34.3455","Russia","RU","RUS","Murmanskaya Oblast’","","6128","1643774657" +"Kovda","Kovda","66.6903","32.8702","Russia","RU","RUS","Murmanskaya Oblast’","","20","1643959579" +"Kirovsk","Kirovsk","67.6091","33.6687","Russia","RU","RUS","Murmanskaya Oblast’","","29605","1643433043" +"Iskitim","Iskitim","54.6509","83.2865","Russia","RU","RUS","Novosibirskaya Oblast’","","61827","1643924276" +"Belgorod","Belgorod","50.6300","36.5999","Russia","RU","RUS","Belgorodskaya Oblast’","admin","345289","1643407900" +"Taganrog","Taganrog","47.2300","38.9200","Russia","RU","RUS","Rostovskaya Oblast’","","279056","1643228316" +"Velsk","Velsk","61.0674","42.0974","Russia","RU","RUS","Arkhangel’skaya Oblast’","","26300","1643373817" +"Sasovo","Sasovo","54.3491","41.9087","Russia","RU","RUS","Ryazanskaya Oblast’","","31325","1643401119" +"Voronezh","Voronezh","51.7300","39.2700","Russia","RU","RUS","Voronezhskaya Oblast’","admin","844000","1643811064" +"Syktyvkar","Syktyvkar","61.6600","50.8200","Russia","RU","RUS","Komi","admin","230910","1643573386" +"Krasnoufimsk","Krasnoufimsk","56.5991","57.7586","Russia","RU","RUS","Sverdlovskaya Oblast’","","43121","1643806300" +"Lipetsk","Lipetsk","52.6200","39.6400","Russia","RU","RUS","Lipetskaya Oblast’","admin","515655","1643772906" +"Yelets","Yelets","52.5800","38.5000","Russia","RU","RUS","Lipetskaya Oblast’","","115919","1643014014" +"Ust Kut","Ust Kut","56.7650","105.7600","Russia","RU","RUS","Irkutskaya Oblast’","","25388","1643157794" +"Magnitogorsk","Magnitogorsk","53.4227","58.9800","Russia","RU","RUS","Chelyabinskaya Oblast’","","413351","1643987830" +"Gryazi","Gryazi","52.4948","39.9343","Russia","RU","RUS","Lipetskaya Oblast’","","47413","1643963705" +"Kazan","Kazan","55.7499","49.1263","Russia","RU","RUS","Tatarstan","admin","1115000","1643101260" 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Okrug","admin","21658","1643685127" +"Kyshtym","Kyshtym","55.7000","60.5595","Russia","RU","RUS","Chelyabinskaya Oblast’","","50911","1643212206" +"Krasnouralsk","Krasnouralsk","58.3515","60.0515","Russia","RU","RUS","Sverdlovskaya Oblast’","","20571","1643663207" +"Almetyevsk","Almetyevsk","54.9004","52.3199","Russia","RU","RUS","Tatarstan","","140437","1643421011" +"Archangel","Archangel","64.5750","40.5450","Russia","RU","RUS","Arkhangel’skaya Oblast’","admin","356051","1643797198" +"Verkhniy Ufaley","Verkhniy Ufaley","56.0663","60.2313","Russia","RU","RUS","Chelyabinskaya Oblast’","","33879","1643894211" +"Chusovoy","Chusovoy","58.2934","57.8130","Russia","RU","RUS","Permskiy Kray","","72113","1643341477" +"Nikel","Nikel","69.4126","30.2188","Russia","RU","RUS","Murmanskaya Oblast’","","15866","1643124017" +"Zlatoust","Zlatoust","55.1750","59.6500","Russia","RU","RUS","Chelyabinskaya Oblast’","","191366","1643000102" 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Gavan","48.9699","140.2749","Russia","RU","RUS","Khabarovskiy Kray","","29740","1643037289" +"Uyar","Uyar","55.8104","94.3153","Russia","RU","RUS","Krasnoyarskiy Kray","","13167","1643343542" +"Bogotol","Bogotol","56.2165","89.5184","Russia","RU","RUS","Krasnoyarskiy Kray","","23622","1643208513" +"Lesosibirsk","Lesosibirsk","58.2433","92.4833","Russia","RU","RUS","Krasnoyarskiy Kray","","65945","1643351184" +"Noginsk","Noginsk","64.4833","91.2333","Russia","RU","RUS","Krasnoyarskiy Kray","","229731","1643129651" +"Artemovsk","Artemovsk","54.3487","93.4355","Russia","RU","RUS","Krasnoyarskiy Kray","","4948","1643012116" +"Podkamennaya","Podkamennaya","61.5995","90.1236","Russia","RU","RUS","Krasnoyarskiy Kray","","10","1643764711" +"Dikson","Dikson","73.5070","80.5451","Russia","RU","RUS","Krasnoyarskiy Kray","","1113","1643554430" +"Igarka","Igarka","67.4671","86.5833","Russia","RU","RUS","Krasnoyarskiy Kray","","7470","1643125542" 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Arabia","SA","SAU","Najrān","admin","369609","1682069716" +"Al Bāḩah","Al Bahah","20.0129","41.4677","Saudi Arabia","SA","SAU","Al Bāḩah","admin","","1682121855" +"Medina","Medina","24.5000","39.5800","Saudi Arabia","SA","SAU","Al Madīnah al Munawwarah","admin","1010000","1682345785" +"Hail","Hail","27.5236","41.7001","Saudi Arabia","SA","SAU","Ḩā’il","admin","385257","1682249750" +"Jizan","Jizan","16.9066","42.5566","Saudi Arabia","SA","SAU","Jāzān","admin","105198","1682515652" +"Makkah","Makkah","21.4300","39.8200","Saudi Arabia","SA","SAU","Makkah al Mukarramah","admin","1385000","1682169241" +"Tabuk","Tabuk","28.3838","36.5550","Saudi Arabia","SA","SAU","Tabūk","admin","547957","1682590992" +"Arar","Arar","30.9900","41.0207","Saudi Arabia","SA","SAU","Al Ḩudūd ash Shamālīyah","admin","222016","1682664517" +"Abha","Abha","18.2301","42.5001","Saudi Arabia","SA","SAU","‘Asīr","admin","210886","1682759151" +"Ad Damman","Ad Damman","26.4282","50.0997","Saudi Arabia","SA","SAU","Ash Sharqīyah","admin","2054710","1682452296" +"Buraydah","Buraydah","26.3664","43.9628","Saudi Arabia","SA","SAU","Al Qaşīm","admin","398581","1682470726" +"Sakakah","Sakakah","30.0000","40.1333","Saudi Arabia","SA","SAU","Al Jawf","admin","128332","1682232132" +"Riyadh","Riyadh","24.6408","46.7727","Saudi Arabia","SA","SAU","Ar Riyāḑ","primary","4465000","1682999334" +"Jeddah","Jeddah","21.5169","39.2192","Saudi Arabia","SA","SAU","Makkah al Mukarramah","","3012000","1682926944" +"Hafar al Batin","Hafar al Batin","28.4337","45.9601","Saudi Arabia","SA","SAU","Ash Sharqīyah","","249194","1682394909" +"Az Zahran","Az Zahran","26.2914","50.1583","Saudi Arabia","SA","SAU","Ash Sharqīyah","","97446","1682374155" +"Al Jubayl","Al Jubayl","27.0046","49.6460","Saudi Arabia","SA","SAU","Ash Sharqīyah","","237274","1682564079" +"Al-Qatif","Al-Qatif","26.5196","50.0115","Saudi Arabia","SA","SAU","Ash Sharqīyah","","368892","1682001245" +"Yanbu al Bahr","Yanbu al Bahr","24.0943","38.0493","Saudi Arabia","SA","SAU","Al Madīnah al Munawwarah","","267590","1682000044" +"Al Mubarraz","Al Mubarraz","25.4291","49.5659","Saudi Arabia","SA","SAU","Ash Sharqīyah","","298562","1682484039" +"Al Hufuf","Al Hufuf","25.3487","49.5856","Saudi Arabia","SA","SAU","Ash Sharqīyah","","637389","1682958157" +"Al Quwayiyah","Al Quwayiyah","24.0737","45.2806","Saudi Arabia","SA","SAU","Ar Riyāḑ","","8712","1682154232" +"Rafha","Rafha","29.6202","43.4948","Saudi Arabia","SA","SAU","Al Ḩudūd ash Shamālīyah","","64755","1682612877" +"Dawmat al Jandal","Dawmat al Jandal","29.8153","39.8664","Saudi Arabia","SA","SAU","Al Jawf","","22583","1682116359" +"Honiara","Honiara","-9.4380","159.9498","Solomon Islands","SB","SLB","Honiara","primary","76328","1090737486" +"Auki","Auki","-8.7678","160.6978","Solomon Islands","SB","SLB","Malaita","admin","","1090993143" +"Buala","Buala","-8.1448","159.5905","Solomon Islands","SB","SLB","Isabel","admin","","1090726690" +"Gizo","Gizo","-8.0996","156.8350","Solomon Islands","SB","SLB","Western","admin","6154","1090427067" +"Kirakira","Kirakira","-10.4544","161.9205","Solomon Islands","SB","SLB","Makira and Ulawa","admin","","1090349580" +"Tulagi","Tulagi","-9.1031","160.1506","Solomon Islands","SB","SLB","Central","admin","","1090844311" +"Taro","Taro","-6.7111","156.3972","Solomon Islands","SB","SLB","Choiseul","admin","","1090931394" +"Tigoa","Tigoa","-11.5531","160.0647","Solomon Islands","SB","SLB","Rennell and Bellona","admin","","1090423471" +"Lata","Lata","-10.7380","165.8567","Solomon Islands","SB","SLB","Temotu","admin","553","1090442496" +"Victoria","Victoria","-4.6166","55.4500","Seychelles","SC","SYC","","primary","33576","1690193579" +"Omdurman","Omdurman","15.6167","32.4800","Sudan","SD","SDN","Khartoum","","2395159","1729912179" +"Shendi","Shendi","16.6805","33.4200","Sudan","SD","SDN","River Nile","","186611","1729244380" +"El Manaqil","El Manaqil","14.2504","32.9800","Sudan","SD","SDN","Al Gazira","","151827","1729742500" +"Khartoum","Khartoum","15.5881","32.5342","Sudan","SD","SDN","Khartoum","primary","4754000","1729268475" +"Atbara","Atbara","17.7100","33.9800","Sudan","SD","SDN","River Nile","","168612","1729042522" +"Ed Dueim","Ed Dueim","13.9904","32.3000","Sudan","SD","SDN","White Nile","","87068","1729364292" +"Haiya","Haiya","18.3362","36.3842","Sudan","SD","SDN","Red Sea","","20000","1729440799" +"Tokar","Tokar","18.4333","37.7333","Sudan","SD","SDN","Red Sea","","73202","1729512860" +"Merowe","Merowe","18.4833","31.8167","Sudan","SD","SDN","Northern","","10234","1729782394" +"Kosti","Kosti","13.1700","32.6600","Sudan","SD","SDN","White Nile","","345068","1729229371" +"Wadi Halfa","Wadi Halfa","21.8000","31.3500","Sudan","SD","SDN","Northern","","17121","1729435342" +"Sennar","Sennar","13.5500","33.6000","Sudan","SD","SDN","Sennar","","130122","1729986512" +"Kerma","Kerma","19.6337","30.4166","Sudan","SD","SDN","Northern","","3928","1729918529" +"Berber","Berber","18.0170","33.9833","Sudan","SD","SDN","River Nile","","49556","1729960469" +"Umm Ruwaba","Umm Ruwaba","12.9104","31.2000","Sudan","SD","SDN","North Kordofan","","55742","1729566926" +"Muglad","Muglad","11.0337","27.7333","Sudan","SD","SDN","Western Kordofan","","19997","1729768355" +"Babanusa","Babanusa","11.3334","27.8000","Sudan","SD","SDN","Western Kordofan","","19700","1729601692" +"En Nuhud","En Nuhud","12.6904","28.4200","Sudan","SD","SDN","Western Kordofan","","108008","1729223651" +"Geneina","Geneina","13.4500","22.4400","Sudan","SD","SDN","West Darfur","admin","162981","1729642412" +"Gedaref","Gedaref","14.0400","35.3800","Sudan","SD","SDN","Al Gedaref","admin","201282","1729215057" +"Ed Daein","Ed Daein","11.4672","26.1317","Sudan","SD","SDN","East Darfur","admin","","1729512354" +"EdDamer","EdDamer","17.5900","33.9600","Sudan","SD","SDN","River Nile","admin","103941","1729791168" +"Ad Damazīn","Ad Damazin","11.7704","34.3500","Sudan","SD","SDN","Blue Nile","admin","186051","1729684147" +"El Fasher","El Fasher","13.6300","25.3500","Sudan","SD","SDN","North Darfur","admin","252609","1729372385" +"Port Sudan","Port Sudan","19.6158","37.2164","Sudan","SD","SDN","Red Sea","admin","489725","1729710259" +"El Obeid","El Obeid","13.1833","30.2167","Sudan","SD","SDN","North Kordofan","admin","393311","1729215531" +"Kadugli","Kadugli","11.0100","29.7000","Sudan","SD","SDN","South Kordofan","admin","176931","1729757472" +"Niyala","Niyala","12.0600","24.8900","Sudan","SD","SDN","South Darfur","admin","392373","1729833248" +"Dongola","Dongola","19.1666","30.4833","Sudan","SD","SDN","Northern","admin","26404","1729300155" +"Rabak","Rabak","13.1880","32.7437","Sudan","SD","SDN","White Nile","admin","","1729452233" +"Zalingei","Zalingei","12.9092","23.4706","Sudan","SD","SDN","Central Darfur","admin","","1729805075" +"El Fula","El Fula","11.7120","28.3462","Sudan","SD","SDN","Western Kordofan","admin","","1729946051" +"Singa","Singa","13.1483","33.9312","Sudan","SD","SDN","Sennar","admin","","1729951108" +"Kassala","Kassala","15.4600","36.3900","Sudan","SD","SDN","Kassala","admin","401477","1729157224" +"Medani","Medani","14.4000","33.5200","Sudan","SD","SDN","Al Gazira","admin","332714","1729581572" +"Västerås","Vasteraas","59.6300","16.5400","Sweden","SE","SWE","Västmanland","admin","107194","1752826955" +"Uppsala","Uppsala","59.8500","17.6333","Sweden","SE","SWE","Uppsala","admin","","1752953686" +"Örebro","Orebro","59.2803","15.2200","Sweden","SE","SWE","Örebro","admin","98573","1752223019" +"Östersund","Ostersund","63.1833","14.6500","Sweden","SE","SWE","Jämtland","admin","46178","1752026711" +"Karlstad","Karlstad","59.3671","13.4999","Sweden","SE","SWE","Värmland","admin","74141","1752502445" +"Nyköping","Nykoping","58.7640","17.0150","Sweden","SE","SWE","Södermanland","admin","27582","1752377083" +"Göteborg","Goteborg","57.7500","12.0000","Sweden","SE","SWE","Västra Götaland","admin","537797","1752059374" +"Halmstad","Halmstad","56.6718","12.8556","Sweden","SE","SWE","Halland","admin","55657","1752392511" +"Linköping","Linkoping","58.4100","15.6299","Sweden","SE","SWE","Östergötland","admin","96732","1752963378" +"Jönköping","Jonkoping","57.7713","14.1650","Sweden","SE","SWE","Jönköping","admin","89780","1752079041" +"Kalmar","Kalmar","56.6670","16.3666","Sweden","SE","SWE","Kalmar","admin","35024","1752640618" +"Gävle","Gavle","60.6670","17.1666","Sweden","SE","SWE","Gävleborg","admin","68635","1752586931" +"Malmö","Malmo","55.5833","13.0333","Sweden","SE","SWE","Skåne","admin","269349","1752705818" +"Växjö","Vaxjo","56.8837","14.8167","Sweden","SE","SWE","Kronoberg","admin","59600","1752263370" +"Luleå","Lulea","65.5966","22.1584","Sweden","SE","SWE","Norrbotten","admin","48638","1752765449" +"Stockholm","Stockholm","59.3508","18.0973","Sweden","SE","SWE","Stockholm","primary","1264000","1752425602" +"Karlskrona","Karlskrona","56.2030","15.2960","Sweden","SE","SWE","Blekinge","admin","35212","1752316086" +"Falun","Falun","60.6130","15.6470","Sweden","SE","SWE","Dalarna","admin","36477","1752939220" +"Härnösand","Harnosand","62.6340","17.9340","Sweden","SE","SWE","Västernorrland","admin","17016","1752644953" +"Uppsala","Uppsala","59.8601","17.6400","Sweden","SE","SWE","Stockholm","","133117","1752330831" +"Umeå","Umea","63.8300","20.2400","Sweden","SE","SWE","Västerbotten","admin","78197","1752273881" +"Kiruna","Kiruna","67.8500","20.2166","Sweden","SE","SWE","Norrbotten","minor","18154","1752001526" +"Helsingborg","Helsingborg","56.0505","12.7000","Sweden","SE","SWE","Skåne","minor","91304","1752789933" +"Skellefteå","Skelleftea","64.7721","20.9500","Sweden","SE","SWE","Västerbotten","minor","31311","1752233025" +"Bollnäs","Bollnas","61.3520","16.3666","Sweden","SE","SWE","Gävleborg","minor","13398","1752287863" +"Trollhättan","Trollhattan","58.2671","12.3000","Sweden","SE","SWE","Västra Götaland","minor","44543","1752863731" +"Örnsköldsvik","Ornskoldsvik","63.3180","18.7167","Sweden","SE","SWE","Västernorrland","minor","27749","1752250773" +"Sundsvall","Sundsvall","62.4001","17.3167","Sweden","SE","SWE","Västernorrland","minor","73389","1752024232" +"Norrköping","Norrkoping","58.5954","16.1787","Sweden","SE","SWE","Östergötland","minor","88639","1752803583" +"Vannersborg","Vannersborg","58.3630","12.3300","Sweden","SE","SWE","Västra Götaland","minor","21835","1752467593" +"Borås","Boras","57.7304","12.9200","Sweden","SE","SWE","Västra Götaland","minor","65008","1752555835" +"Kristianstad","Kristianstad","56.0337","14.1333","Sweden","SE","SWE","Skåne","minor","32188","1752606470" +"Borlänge","Borlange","60.4833","15.4167","Sweden","SE","SWE","Dalarna","minor","39422","1752944924" +"Mariestad","Mariestad","58.7050","13.8280","Sweden","SE","SWE","Västra Götaland","minor","14891","1752879298" +"Visby","Visby","57.6337","18.3000","Sweden","SE","SWE","Gotland","admin","22593","1752027172" +"Singapore","Singapore","1.2930","103.8558","Singapore","SG","SGP","","primary","5183700","1702341327" +"Edinburgh of the Seven Seas","Edinburgh of the Seven Seas","-37.0675","-12.3105","Saint Helena, Ascension, And Tristan Da Cunha","SH","SHN","Tristan da Cunha","admin","","1654661876" +"Georgetown","Georgetown","-7.9286","-14.4119","Saint Helena, Ascension, And Tristan Da Cunha","SH","SHN","Ascension","admin","","1654363572" +"Jamestown","Jamestown","-15.9264","-5.7172","Saint Helena, Ascension, And Tristan Da Cunha","SH","SHN","Saint Helena","primary","","1654761576" +"Ljubljana","Ljubljana","46.0553","14.5150","Slovenia","SI","SVN","Ljubljana","primary","314807","1705917455" +"Rečica ob Savinji","Recica ob Savinji","46.3167","14.9167","Slovenia","SI","SVN","Rečica ob Savinji","admin","","1705082644" +"Selnica ob Dravi","Selnica ob Dravi","46.5500","15.4950","Slovenia","SI","SVN","Selnica ob Dravi","admin","","1705864774" +"Semič","Semic","45.6461","15.1822","Slovenia","SI","SVN","Semič","admin","","1705653513" +"Šalovci","Salovci","46.8250","16.2981","Slovenia","SI","SVN","Šalovci","admin","","1705296581" +"Ribnica na Pohorju","Ribnica na Pohorju","46.5350","15.2728","Slovenia","SI","SVN","Ribnica na Pohorju","admin","","1705830999" +"Ribnica","Ribnica","45.7386","14.7275","Slovenia","SI","SVN","Ribnica","admin","","1705675272" +"Rogaška Slatina","Rogaska Slatina","46.2375","15.6397","Slovenia","SI","SVN","Rogaška Slatina","admin","","1705772825" +"Rogašovci","Rogasovci","46.8000","16.0333","Slovenia","SI","SVN","Rogašovci","admin","","1705970248" +"Rogatec","Rogatec","46.2294","15.7003","Slovenia","SI","SVN","Rogatec","admin","","1705579021" +"Ruše","Ruse","46.5394","15.5158","Slovenia","SI","SVN","Ruše","admin","","1705417281" +"Volčja Draga","Volcja Draga","45.9069","13.6775","Slovenia","SI","SVN","Renče-Vogrsko","admin","","1705547222" +"Miklavž na Dravskem Polju","Miklavz na Dravskem Polju","46.5058","15.6972","Slovenia","SI","SVN","Miklavž na Dravskem Polju","admin","","1705244140" +"Miren","Miren","45.8956","13.6075","Slovenia","SI","SVN","Miren-Kostanjevica","admin","","1705608129" +"Poljčane","Poljcane","46.3119","15.5792","Slovenia","SI","SVN","Poljčane","admin","","1705286007" +"Prevalje","Prevalje","46.5469","14.9208","Slovenia","SI","SVN","Prevalje","admin","","1705187949" +"Rače","Race","46.4519","15.6814","Slovenia","SI","SVN","Rače-Fram","admin","","1705643433" +"Podlehnik","Podlehnik","46.3353","15.8800","Slovenia","SI","SVN","Podlehnik","admin","","1705352359" +"Prebold","Prebold","46.2369","15.0925","Slovenia","SI","SVN","Prebold","admin","","1705746627" +"Ptuj","Ptuj","46.4214","15.8697","Slovenia","SI","SVN","Ptuj","admin","","1705072535" +"Puconci","Puconci","46.7067","16.1564","Slovenia","SI","SVN","Puconci","admin","","1705677747" +"Postojna","Postojna","45.7769","14.2167","Slovenia","SI","SVN","Postojna","admin","","1705090259" +"Pivka","Pivka","45.6794","14.1967","Slovenia","SI","SVN","Pivka","admin","","1705709650" +"Radeče","Radece","46.0681","15.1839","Slovenia","SI","SVN","Radeče","admin","","1705420341" +"Polzela","Polzela","46.2833","15.0667","Slovenia","SI","SVN","Polzela","admin","","1705144123" +"Preddvor","Preddvor","46.3025","14.4231","Slovenia","SI","SVN","Preddvor","admin","","1705403351" +"Podvelka","Podvelka","46.5869","15.3306","Slovenia","SI","SVN","Podvelka","admin","","1705523444" +"Podčetrtek","Podcetrtek","46.1569","15.5986","Slovenia","SI","SVN","Podčetrtek","admin","","1705261000" +"Ajdovščina","Ajdovscina","45.8875","13.9111","Slovenia","SI","SVN","Ajdovščina","admin","","1705580792" +"Bled","Bled","46.3692","14.1136","Slovenia","SI","SVN","Bled","admin","","1705655016" +"Bistrica ob Sotli","Bistrica ob Sotli","46.0589","15.6642","Slovenia","SI","SVN","Bistrica ob Sotli","admin","","1705641346" +"Benedikt v Slovenskih Goricah","Benedikt v Slovenskih Goricah","46.6086","15.8883","Slovenia","SI","SVN","Benedikt","admin","","1705523597" +"Beltinci","Beltinci","46.6053","16.2406","Slovenia","SI","SVN","Beltinci","admin","","1705238814" +"Gornji Petrovci","Gornji Petrovci","46.8053","16.2225","Slovenia","SI","SVN","Gornji Petrovci","admin","","1705170234" +"Grad","Grad","46.8000","16.1000","Slovenia","SI","SVN","Grad","admin","","1705033390" +"Grosuplje","Grosuplje","45.9556","14.6589","Slovenia","SI","SVN","Grosuplje","admin","","1705847148" +"Nova Vas","Nova Vas","45.7717","14.5058","Slovenia","SI","SVN","Bloke","admin","","1705701553" +"Spodnja Hajdina","Spodnja Hajdina","46.4089","15.8469","Slovenia","SI","SVN","Hajdina","admin","","1705733801" +"Bohinjska Bistrica","Bohinjska Bistrica","46.2769","13.9550","Slovenia","SI","SVN","Bohinj","admin","","1705094350" +"Borovnica","Borovnica","45.9158","14.3631","Slovenia","SI","SVN","Borovnica","admin","","1705665714" +"Bovec","Bovec","46.3375","13.5528","Slovenia","SI","SVN","Bovec","admin","","1705609781" +"Braslovče","Braslovce","46.2897","15.0389","Slovenia","SI","SVN","Braslovče","admin","","1705126731" +"Brežice","Brezice","45.9033","15.5911","Slovenia","SI","SVN","Brežice","admin","","1705251132" +"Brezovica","Brezovica","46.0333","14.4000","Slovenia","SI","SVN","Brezovica","admin","","1705190624" +"Dobrovo","Dobrovo","45.9964","13.5264","Slovenia","SI","SVN","Brda","admin","","1705226459" +"Cankova","Cankova","46.7208","16.0225","Slovenia","SI","SVN","Cankova","admin","","1705097170" +"Celje","Celje","46.2361","15.2675","Slovenia","SI","SVN","Celje","admin","","1705563326" +"Cerklje na Gorenjskem","Cerklje na Gorenjskem","46.2542","14.4886","Slovenia","SI","SVN","Cerklje na Gorenjskem","admin","","1705820033" +"Cerknica","Cerknica","45.7931","14.3625","Slovenia","SI","SVN","Cerknica","admin","","1705932096" +"Cerkno","Cerkno","46.1256","13.9817","Slovenia","SI","SVN","Cerkno","admin","","1705759580" +"Cerkvenjak","Cerkvenjak","46.5706","15.9436","Slovenia","SI","SVN","Cerkvenjak","admin","","1705808302" +"Črenšovci","Crensovci","46.5744","16.2906","Slovenia","SI","SVN","Črenšovci","admin","","1705698578" +"Črna na Koroškem","Crna na Koroskem","46.4667","14.8500","Slovenia","SI","SVN","Črna na Koroškem","admin","","1705127725" +"Črnomelj","Crnomelj","45.5711","15.1889","Slovenia","SI","SVN","Črnomelj","admin","","1705132468" +"Destrnik","Destrnik","46.5006","15.8750","Slovenia","SI","SVN","Destrnik","admin","","1705579309" +"Horjul","Horjul","46.0236","14.2992","Slovenia","SI","SVN","Horjul","admin","","1705243858" +"Kranjska Gora","Kranjska Gora","46.4839","13.7894","Slovenia","SI","SVN","Kranjska Gora","admin","","1705443136" +"Križevci pri Ljutomeru","Krizevci pri 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+"Trnava","Trnava","48.3666","17.6000","Slovakia","SK","SVK","Trnavský","admin","69785","1703497997" +"Prešov","Presov","48.9997","21.2394","Slovakia","SK","SVK","Prešovský","admin","94718","1703231427" +"Košice","Kosice","48.7304","21.2500","Slovakia","SK","SVK","Košický","admin","236563","1703452690" +"Trenčín","Trencin","48.8867","18.0480","Slovakia","SK","SVK","Trenčiansky","admin","","1703029695" +"Nitra","Nitra","48.3090","18.0873","Slovakia","SK","SVK","Nitriansky","admin","","1703890031" +"Banská Bystrica","Banska Bystrica","48.7333","19.1500","Slovakia","SK","SVK","Banskobystrický","admin","82336","1703015198" +"Zvolen","Zvolen","48.5837","19.1332","Slovakia","SK","SVK","Banskobystrický","minor","44502","1703102070" +"Bo","Bo","7.9700","-11.7400","Sierra Leone","SL","SLE","Southern","admin","174354","1694651111" +"Makeni","Makeni","8.8804","-12.0500","Sierra Leone","SL","SLE","Northern","admin","87679","1694028641" +"Koidu","Koidu","8.4405","-10.8500","Sierra Leone","SL","SLE","Eastern","","87539","1694104584" +"Freetown","Freetown","8.4700","-13.2342","Sierra Leone","SL","SLE","Western Area","primary","827000","1694085071" +"Kenema","Kenema","7.8804","-11.1900","Sierra Leone","SL","SLE","Eastern","admin","143137","1694780903" +"Port Loko","Port Loko","8.7661","-12.7870","Sierra Leone","SL","SLE","","admin","","1694778676" +"Serravalle","Serravalle","43.9500","12.5000","San Marino","SM","SMR","Serravalle","admin","","1674000000" +"Poggio di Chiesanuova","Poggio di Chiesanuova","43.9167","12.4167","San Marino","SM","SMR","Chiesanuova","admin","","1674546686" +"Acquaviva","Acquaviva","43.9500","12.4167","San Marino","SM","SMR","Acquaviva","admin","","1674696011" +"San Marino","San Marino","43.9172","12.4667","San Marino","SM","SMR","San Marino Città","primary","29579","1674741947" +"Louga","Louga","15.6104","-16.2500","Senegal","SN","SEN","Louga","admin","85075","1686269931" +"Sédhiou","Sedhiou","12.7081","-15.5569","Senegal","SN","SEN","Sédhiou","admin","","1686107428" +"Matam","Matam","15.6559","-13.2554","Senegal","SN","SEN","Matam","admin","","1686919750" +"Dakar","Dakar","14.7158","-17.4731","Senegal","SN","SEN","Dakar","primary","2604000","1686604760" +"Kaédi","Kaedi","16.1500","-13.5000","Senegal","SN","SEN","Matam","","21656","1686275678" +"Saint-Louis","Saint-Louis","16.0186","-16.4906","Senegal","SN","SEN","Saint-Louis","admin","","1686542859" +"Diourbel","Diourbel","14.6604","-16.2400","Senegal","SN","SEN","Diourbel","admin","148024","1686087214" +"Tambacounda","Tambacounda","13.7804","-13.6800","Senegal","SN","SEN","Tambacounda","admin","89212","1686195160" +"Thiès","Thies","14.8104","-16.9300","Senegal","SN","SEN","Thiès","admin","293001","1686527948" +"Fatick","Fatick","14.3440","-16.4160","Senegal","SN","SEN","Fatick","admin","24243","1686096548" +"Kaolack","Kaolack","14.1500","-16.1000","Senegal","SN","SEN","Kaolack","admin","277812","1686256343" +"Kolda","Kolda","12.9104","-14.9500","Senegal","SN","SEN","Kolda","admin","69267","1686219536" +"Ziguinchor","Ziguinchor","12.5900","-16.2900","Senegal","SN","SEN","Ziguinchor","admin","191716","1686273643" +"Kaffrine","Kaffrine","14.1016","-15.5467","Senegal","SN","SEN","Kaffrine","admin","","1686807341" +"Kédougou","Kedougou","12.5604","-12.1800","Senegal","SN","SEN","Kédougou","admin","18226","1686320341" +"Hargeysa","Hargeysa","9.5600","44.0650","Somalia","SO","SOM","Woqooyi Galbeed","admin","","1706832021" +"Mereeg","Mereeg","3.7666","47.3000","Somalia","SO","SOM","Galguduud","","548","1706308443" +"Mogadishu","Mogadishu","2.0667","45.3667","Somalia","SO","SOM","Banaadir","primary","1100000","1706893395" +"Qardho","Qardho","9.5004","49.1660","Somalia","SO","SOM","Bari","","1341","1706405003" +"Garoowe","Garoowe","8.4000","48.5000","Somalia","SO","SOM","Nugaal","admin","2568","1706512367" +"Laascaanood","Laascaanood","8.4774","47.3597","Somalia","SO","SOM","Sool","admin","","1706106404" +"Luuq","Luuq","3.8005","42.5500","Somalia","SO","SOM","Gedo","","33820","1706505283" +"Jamaame","Jamaame","0.0722","42.7506","Somalia","SO","SOM","Jubbada Hoose","","185270","1706288768" +"Bandarbeyla","Bandarbeyla","9.4833","50.8167","Somalia","SO","SOM","Bari","","13753","1706279652" +"Buurhakaba","Buurhakaba","2.7837","44.0833","Somalia","SO","SOM","Bay","minor","31267","1706176225" +"Baki","Baki","9.8921","43.3853","Somalia","SO","SOM","Awdal","admin","","1706516720" +"Burco","Burco","9.5221","45.5336","Somalia","SO","SOM","Togdheer","admin","","1706322754" +"Dhuusa Mareeb","Dhuusa Mareeb","5.7420","46.5080","Somalia","SO","SOM","Galguduud","admin","447","1706027824" +"Gaalkacyo","Gaalkacyo","6.7700","47.4300","Somalia","SO","SOM","Mudug","admin","61200","1706067930" +"Eyl","Eyl","7.9833","49.8333","Somalia","SO","SOM","Nugaal","","18904","1706929381" +"Hurdiyo","Hurdiyo","10.5820","51.1233","Somalia","SO","SOM","Bari","","176","1706025904" +"Ceerigaabo","Ceerigaabo","10.6162","47.3679","Somalia","SO","SOM","Sanaag","admin","","1706173875" +"Bu'aale","Bu'aale","1.0833","42.5833","Somalia","SO","SOM","Jubbada Dhexe","admin","1490","1706765820" +"Hudur","Hudur","4.1833","43.8667","Somalia","SO","SOM","Bakool","admin","1639","1706568226" +"Marka","Marka","1.7766","44.8533","Somalia","SO","SOM","Shabeellaha Hoose","admin","1958","1706165964" +"Jawhar","Jawhar","2.7670","45.5166","Somalia","SO","SOM","Shabeellaha Dhexe","admin","111308","1706737655" +"Beledweyne","Beledweyne","4.7400","45.2000","Somalia","SO","SOM","Hiiraan","admin","62945","1706018197" +"Kismaayo","Kismaayo","-0.3566","42.5183","Somalia","SO","SOM","Jubbada Hoose","admin","234852","1706091701" +"Garbahaarey","Garbahaarey","3.3270","42.2270","Somalia","SO","SOM","Gedo","admin","12652","1706488487" +"Boosaaso","Boosaaso","11.2800","49.1800","Somalia","SO","SOM","Bari","admin","46969","1706054548" +"Caluula","Caluula","11.9670","50.7500","Somalia","SO","SOM","Bari","","513","1706796061" +"Baydhabo","Baydhabo","3.1200","43.6500","Somalia","SO","SOM","Bay","admin","129839","1706563100" +"Buur Gaabo","Buur Gaabo","-1.2009","41.8520","Somalia","SO","SOM","Jubbada Hoose","","3096","1706122850" +"Cottica","Cottica","3.8500","-54.2333","Suriname","SR","SUR","Sipaliwini","","29210","1740371814" +"Paramaribo","Paramaribo","5.8350","-55.1670","Suriname","SR","SUR","Paramaribo","primary","254169","1740518660" +"Groningen","Groningen","5.7970","-55.4810","Suriname","SR","SUR","Saramacca","admin","3216","1740072928" +"Lelydorp","Lelydorp","5.7000","-55.2333","Suriname","SR","SUR","Wanica","admin","","1740222585" +"Albina","Albina","5.5000","-54.0500","Suriname","SR","SUR","Marowijne","admin","","1740921776" +"Totness","Totness","5.8904","-56.3200","Suriname","SR","SUR","Coronie","admin","1685","1740738832" +"Nieuw Nickerie","Nieuw Nickerie","5.9504","-56.9900","Suriname","SR","SUR","Nickerie","admin","15992","1740480869" +"Nieuw Amsterdam","Nieuw Amsterdam","5.9100","-55.0700","Suriname","SR","SUR","Commewijne","admin","4935","1740547119" +"Onverwacht","Onverwacht","5.6000","-55.2000","Suriname","SR","SUR","Para","admin","2105","1740007571" +"Brownsweg","Brownsweg","5.0200","-55.1700","Suriname","SR","SUR","Brokopondo","","4582","1740310469" +"Brokopondo","Brokopondo","5.0404","-55.0200","Suriname","SR","SUR","Brokopondo","admin","8340","1740558611" +"Moengo","Moengo","5.6300","-54.4100","Suriname","SR","SUR","Marowijne","","7766","1740230194" +"Juba","Juba","4.8300","31.5800","South Sudan","SS","SSD","Central Equatoria","primary","111975","1728444337" +"Melut","Melut","10.4337","32.2000","South Sudan","SS","SSD","Upper Nile","","6407","1728493346" +"Gogrial","Gogrial","8.5337","28.1167","South Sudan","SS","SSD","Warrap","","50065","1728342889" +"Malakal","Malakal","9.5369","31.6560","South Sudan","SS","SSD","Upper Nile","admin","160765","1728299711" +"Nimule","Nimule","3.6000","32.0500","South Sudan","SS","SSD","Eastern Equatoria","","242","1728476966" +"Torit","Torit","4.4118","32.5705","South Sudan","SS","SSD","Eastern Equatoria","admin","","1728698486" +"Maridi","Maridi","4.9151","29.4769","South Sudan","SS","SSD","Western Equatoria","","14224","1728685965" +"Kapoeta","Kapoeta","4.7721","33.5902","South Sudan","SS","SSD","Eastern Equatoria","","7042","1728483282" +"Nasir","Nasir","8.6004","33.0666","South Sudan","SS","SSD","Upper Nile","","1741","1728210480" +"Yei","Yei","4.0904","30.6800","South Sudan","SS","SSD","Central Equatoria","","185000","1728607274" +"Aweil","Aweil","8.7666","27.4000","South Sudan","SS","SSD","Northern Bahr el Ghazal","admin","46705","1728097802" +"Rumbek","Rumbek","6.8000","29.6833","South Sudan","SS","SSD","Lakes","admin","32083","1728842249" +"Yambio","Yambio","4.5705","28.4163","South Sudan","SS","SSD","Western Equatoria","admin","40382","1728463035" +"Bor","Bor","6.2072","31.5591","South Sudan","SS","SSD","Jonglei","admin","26782","1728186782" +"Bentiu","Bentiu","9.2333","29.8333","South Sudan","SS","SSD","Unity","admin","7653","1728684421" +"Kuacjok","Kuacjok","8.3028","27.9800","South Sudan","SS","SSD","Warrap","admin","","1728713745" +"Wau","Wau","7.7000","27.9900","South Sudan","SS","SSD","Western Bahr el Ghazal","admin","127384","1728877501" +"Santo António","Santo Antonio","1.6450","7.4120","Sao Tome And Principe","ST","STP","Príncipe","","1156","1678752872" +"São Tomé","Sao Tome","0.3334","6.7333","Sao Tome And Principe","ST","STP","São Tomé","primary","88219","1678301324" +"Guadalupe","Guadalupe","0.3792","6.6375","Sao Tome And Principe","ST","STP","","admin","","1678998597" +"Neves","Neves","0.3586","6.5525","Sao Tome And Principe","ST","STP","","admin","","1678563060" +"Santana","Santana","0.2600","6.7414","Sao Tome And Principe","ST","STP","","admin","","1678081464" +"Santo António","Santo Antonio","1.6386","7.4206","Sao Tome And Principe","ST","STP","Príncipe","admin","","1678729743" +"São João dos Angolares","Sao Joao dos Angolares","0.1342","6.6494","Sao Tome And Principe","ST","STP","","admin","","1678826533" +"Trindade","Trindade","0.2967","6.6814","Sao Tome And Principe","ST","STP","","admin","","1678096936" +"San Salvador","San Salvador","13.7100","-89.2030","El Salvador","SV","SLV","San Salvador","primary","1433000","1222647454" +"San Miguel","San Miguel","13.4833","-88.1833","El Salvador","SV","SLV","San Miguel","admin","201563","1222009747" +"Nueva San Salvador","Nueva San Salvador","13.6740","-89.2900","El Salvador","SV","SLV","La Libertad","admin","124694","1222613306" +"Ahuachapán","Ahuachapan","13.9190","-89.8450","El Salvador","SV","SLV","Ahuachapán","admin","34102","1222480039" +"Cojutepeque","Cojutepeque","13.7167","-88.9333","El Salvador","SV","SLV","Cuscatlán","admin","48411","1222979186" +"Zacatecoluca","Zacatecoluca","13.5080","-88.8680","El Salvador","SV","SLV","La Paz","admin","39613","1222647953" +"La Unión","La Union","13.3320","-87.8390","El Salvador","SV","SLV","La Unión","admin","26807","1222307415" +"San Francisco Gotera","San Francisco Gotera","13.7000","-88.1000","El Salvador","SV","SLV","Morazán","admin","16152","1222399599" +"Sensuntepeque","Sensuntepeque","13.8800","-88.6300","El Salvador","SV","SLV","Cabañas","admin","26989","1222098918" +"Chalatenango","Chalatenango","14.0720","-89.0940","El Salvador","SV","SLV","Chalatenango","admin","29271","1222515741" +"Santa Ana","Santa Ana","13.9946","-89.5598","El Salvador","SV","SLV","Santa Ana","admin","234478","1222021362" +"San Vicente","San Vicente","13.6410","-88.7850","El Salvador","SV","SLV","San Vicente","admin","37326","1222913273" +"Sonsonate","Sonsonate","13.7200","-89.7300","El Salvador","SV","SLV","Sonsonate","admin","168947","1222380208" +"Usulután","Usulutan","13.3460","-88.4320","El Salvador","SV","SLV","Usulután","admin","51910","1222984157" +"Philipsburg","Philipsburg","18.0255","-63.0450","Sint Maarten","SX","SXM","","primary","","1534859858" +"Ar Raqqah","Ar Raqqah","35.9304","39.0200","Syria","SY","SYR","Ar Raqqah","admin","177636","1760035911" +"Tartus","Tartus","34.8846","35.8866","Syria","SY","SYR","Ţarţūs","admin","162980","1760695473" +"Douma","Douma","33.5833","36.4000","Syria","SY","SYR","Rīf Dimashq","minor","496145","1760821818" +"As Suwayda","As Suwayda","32.7004","36.5666","Syria","SY","SYR","As Suwaydā’","admin","72248","1760680757" +"Al Hasakah","Al Hasakah","36.4833","40.7500","Syria","SY","SYR","Al Ḩasakah","admin","128100","1760476337" +"Dar'a","Dar'a","32.6250","36.1050","Syria","SY","SYR","Dar‘ā","admin","146481","1760427038" +"Hamah","Hamah","35.1503","36.7300","Syria","SY","SYR","Ḩamāh","admin","460602","1760197502" +"Idlib","Idlib","35.9297","36.6317","Syria","SY","SYR","Idlib","admin","128840","1760305230" +"Manbij","Manbij","36.5266","37.9563","Syria","SY","SYR","Ḩalab","minor","120169","1760355581" +"Izaz","Izaz","36.5888","37.0441","Syria","SY","SYR","Ḩalab","minor","31534","1760669569" +"Hims","Hims","34.7300","36.7200","Syria","SY","SYR","Ḩimş","admin","1005000","1760013934" +"Damascus","Damascus","33.5000","36.3000","Syria","SY","SYR","Dimashq","primary","2466000","1760685964" +"Al Ladhiqiyah","Al Ladhiqiyah","35.5400","35.7800","Syria","SY","SYR","Al Lādhiqīyah","admin","539147","1760555544" +"Al Qunaytirah","Al Qunaytirah","33.1257","35.8236","Syria","SY","SYR","Al Qunayţirah","admin","4318","1760132692" +"Madinat ath Thawrah","Madinat ath Thawrah","35.8367","38.5481","Syria","SY","SYR","Ar Raqqah","minor","87880","1760605225" +"Al Qamishli","Al Qamishli","37.0300","41.2300","Syria","SY","SYR","Al Ḩasakah","minor","104107","1760560461" +"Dayr az Zawr","Dayr az Zawr","35.3304","40.1300","Syria","SY","SYR","Dayr az Zawr","admin","309141","1760792603" +"Tadmur","Tadmur","34.5504","38.2833","Syria","SY","SYR","Ḩimş","minor","55111","1760484707" +"Abu Kamal","Abu Kamal","34.4504","40.9186","Syria","SY","SYR","Dayr az Zawr","minor","80808","1760836213" +"Aleppo","Aleppo","36.2300","37.1700","Syria","SY","SYR","Ḩalab","admin","2738000","1760366651" +"Ad Nabk","Ad Nabk","34.0170","36.7333","Syria","SY","SYR","Rīf Dimashq","minor","50178","1760474665" +"Mbabane","Mbabane","-26.3167","31.1333","Swaziland","SZ","SWZ","Hhohho","primary","90138","1748811945" +"Lobamba","Lobamba","-26.4667","31.2000","Swaziland","SZ","SWZ","","primary","9782","1748963140" +"Golela","Golela","-27.2962","31.9000","Swaziland","SZ","SWZ","","","3695","1748490870" +"Hlatikulu","Hlatikulu","-27.0000","31.4167","Swaziland","SZ","SWZ","Shiselweni","","2748","1748564468" +"Nhlangano","Nhlangano","-27.1122","31.1983","Swaziland","SZ","SWZ","Shiselweni","admin","","1748301792" +"Piggs Peak","Piggs Peak","-25.9610","31.2470","Swaziland","SZ","SWZ","Hhohho","","5750","1748284923" +"Siteki","Siteki","-26.4550","31.9520","Swaziland","SZ","SWZ","Lubombo","admin","6152","1748933140" +"Manzini","Manzini","-26.4950","31.3880","Swaziland","SZ","SWZ","Manzini","admin","110537","1748177431" +"Grand Turk","Grand Turk","21.4664","-71.1360","Turks And Caicos Islands","TC","TCA","","primary","5801","1796965313" +"Doba","Doba","8.6504","16.8500","Chad","TD","TCD","Logone Oriental","admin","29597","1148367091" +"Massakory","Massakory","12.9960","15.7293","Chad","TD","TCD","Hadjer-Lamis","admin","","1148908311" +"Koumra","Koumra","8.9126","17.5539","Chad","TD","TCD","Mandoul","admin","","1148599298" +"Pala","Pala","9.3642","14.9046","Chad","TD","TCD","Mayo-Kébbi Ouest","admin","","1148687410" +"Moundou","Moundou","8.5500","16.0900","Chad","TD","TCD","Logone Occidental","admin","156705","1148369114" +"Zouar","Zouar","20.4587","16.5278","Chad","TD","TCD","Tibesti","","204","1148690803" +"Ndjamena","Ndjamena","12.1131","15.0491","Chad","TD","TCD","Ville de N’Djaména","primary","989000","1148708596" +"Bongor","Bongor","10.2859","15.3872","Chad","TD","TCD","Mayo-Kébbi Est","admin","193941","1148833900" +"Oum Hadjer","Oum Hadjer","13.3004","19.6833","Chad","TD","TCD","Batha","","19271","1148641107" +"Laï","Lai","9.3950","16.3050","Chad","TD","TCD","Tandjilé","admin","19382","1148360693" +"Kelo","Kelo","9.3171","15.8000","Chad","TD","TCD","Tandjilé","","96224","1148149571" +"Ati","Ati","13.2171","18.3333","Chad","TD","TCD","Batha","admin","25373","1148642108" +"Am Timan","Am Timan","11.0333","20.2833","Chad","TD","TCD","Salamat","admin","30443","1148823427" +"Pala","Pala","9.3504","14.9666","Chad","TD","TCD","Mayo-Kébbi Ouest","","35466","1148631807" +"Massenya","Massenya","11.4039","16.1705","Chad","TD","TCD","Chari-Baguirmi","admin","","1148928302" +"Mongo","Mongo","12.1837","18.7000","Chad","TD","TCD","Guéra","admin","27763","1148891648" +"Mao","Mao","14.1194","15.3133","Chad","TD","TCD","Kanem","admin","18031","1148740154" +"Fada","Fada","17.1847","21.5902","Chad","TD","TCD","Ennedi-Ouest","admin","448","1148787282" +"Bardaï","Bardai","21.3549","17.0012","Chad","TD","TCD","Tibesti","admin","","1148071351" +"Moussoro","Moussoro","13.6414","16.4894","Chad","TD","TCD","Barh el Gazel","admin","","1148918270" +"Goz Beïda","Goz Beida","12.2248","21.4103","Chad","TD","TCD","Sila","admin","","1148101824" +"Am Djarass","Am Djarass","16.0659","22.8431","Chad","TD","TCD","Ennedi-Est","admin","","1148268495" +"Biltine","Biltine","14.5333","20.9167","Chad","TD","TCD","Wadi Fira","admin","11000","1148086843" +"Abéché","Abeche","13.8400","20.8300","Chad","TD","TCD","Ouaddaï","admin","158317","1148461151" +"Faya Largeau","Faya Largeau","17.9167","19.1167","Chad","TD","TCD","Borkou","admin","13400","1148095016" +"Sarh","Sarh","9.1500","18.3900","Chad","TD","TCD","Moyen-Chari","admin","169196","1148442794" +"Bol","Bol","13.4590","14.7147","Chad","TD","TCD","Lac","admin","3303","1148232209" +"Lomé","Lome","6.1319","1.2228","Togo","TG","TGO","Maritime","primary","1452000","1768409132" +"Kpalimé","Kpalime","6.9004","0.6300","Togo","TG","TGO","","","100479","1768253626" +"Atakpamé","Atakpame","7.5300","1.1200","Togo","TG","TGO","Plateaux","admin","80683","1768070717" +"Mango","Mango","10.3596","0.4708","Togo","TG","TGO","Savanes","","42626","1768815814" +"Kara","Kara","9.5511","1.1861","Togo","TG","TGO","Kara","admin","","1768768827" +"Sokodé","Sokode","8.9905","1.1500","Togo","TG","TGO","Centrale","admin","117811","1768875145" +"Dapaong","Dapaong","10.8623","0.2076","Togo","TG","TGO","Savanes","admin","","1768366976" +"Bassar","Bassar","9.2610","0.7890","Togo","TG","TGO","Kara","","61845","1768050143" +"Sotouboua","Sotouboua","8.5570","0.9850","Togo","TG","TGO","Centrale","","21054","1768355631" +"Amnat Charoen","Amnat Charoen","15.8585","104.6288","Thailand","TH","THA","Amnat Charoen","admin","","1764038011" +"Chiang Rai","Chiang Rai","19.9119","99.8265","Thailand","TH","THA","Chiang Rai","admin","117127","1764748484" +"Bangkok","Bangkok","13.7500","100.5166","Thailand","TH","THA","Krung Thep Maha Nakhon","primary","6704000","1764068610" +"Samut Prakan","Samut Prakan","13.6069","100.6115","Thailand","TH","THA","Samut Prakan","admin","388920","1764159228" +"Rayong","Rayong","12.6718","101.2815","Thailand","TH","THA","Rayong","admin","37035","1764920057" +"Chon Buri","Chon Buri","13.4004","101.0000","Thailand","TH","THA","Chon Buri","admin","226618","1764202077" +"Si Racha","Si Racha","13.1590","100.9287","Thailand","TH","THA","Chon Buri","minor","178916","1764003327" +"Phitsanulok","Phitsanulok","16.8283","100.2729","Thailand","TH","THA","Phitsanulok","admin","164017","1764140981" +"Yala","Yala","6.5505","101.2851","Thailand","TH","THA","Yala","admin","148140","1764430323" +"Phayao","Phayao","19.1707","99.9083","Thailand","TH","THA","Phayao","admin","21058","1764291128" +"Phatthalung","Phatthalung","7.6150","100.0810","Thailand","TH","THA","Phatthalung","admin","43522","1764240863" +"Nong Khai","Nong Khai","17.8733","102.7479","Thailand","TH","THA","Nong Khai","admin","104505","1764279113" +"Sukhothai","Sukhothai","17.0119","99.7515","Thailand","TH","THA","Sukhothai","admin","10276","1764175777" +"Sing Buri","Sing Buri","14.8870","100.4010","Thailand","TH","THA","Sing Buri","admin","20046","1764482111" +"Satun","Satun","6.6167","100.0667","Thailand","TH","THA","Satun","admin","34544","1764836023" +"Ranong","Ranong","9.9620","98.6380","Thailand","TH","THA","Ranong","admin","24561","1764623795" +"Prachin Buri","Prachin Buri","14.0572","101.3768","Thailand","TH","THA","Prachin Buri","admin","79757","1764262472" +"Sa Kaeo","Sa Kaeo","13.8141","102.0722","Thailand","TH","THA","Sa Kaeo","admin","","1764207048" +"Roi Et","Roi Et","16.0510","103.6550","Thailand","TH","THA","Roi Et","admin","39328","1764216668" +"Phuket","Phuket","7.8765","98.3815","Thailand","TH","THA","Phuket","admin","141618","1764327831" +"Phrae","Phrae","18.1533","100.1629","Thailand","TH","THA","Phrae","admin","38538","1764209592" +"Phichit","Phichit","16.4390","100.3490","Thailand","TH","THA","Phichit","admin","35760","1764024236" +"Phetchabun","Phetchabun","16.4190","101.1590","Thailand","TH","THA","Phetchabun","admin","50656","1764518331" +"Chaiyaphum","Chaiyaphum","15.8040","102.0386","Thailand","TH","THA","Chaiyaphum","admin","58350","1764784757" +"Chanthaburi","Chanthaburi","12.6133","102.0979","Thailand","TH","THA","Chanthaburi","admin","99819","1764151688" +"Chainat","Chainat","15.1790","100.1260","Thailand","TH","THA","Chai Nat","admin","15469","1764848732" +"Chachoengsao","Chachoengsao","13.6790","101.0760","Thailand","TH","THA","Chachoengsao","admin","49741","1764632382" +"Ang Thong","Ang Thong","14.5833","100.4500","Thailand","TH","THA","Ang Thong","admin","13738","1764529940" +"Surat Thani","Surat Thani","9.1501","99.3401","Thailand","TH","THA","Surat Thani","admin","157627","1764338230" +"Ayutthaya","Ayutthaya","14.3588","100.5684","Thailand","TH","THA","Phra Nakhon Si Ayutthaya","admin","145615","1764002329" +"Phangnga","Phangnga","8.4510","98.5340","Thailand","TH","THA","Phangnga","admin","9676","1764855952" +"Lampang","Lampang","18.2916","99.4813","Thailand","TH","THA","Lampang","admin","204081","1764081847" +"Kalasin","Kalasin","16.4280","103.5090","Thailand","TH","THA","Kalasin","admin","55102","1764060973" +"Nakhon Sawan","Nakhon Sawan","15.7000","100.0700","Thailand","TH","THA","Nakhon Sawan","admin","111915","1764821078" +"Nakhon Phanom","Nakhon Phanom","17.3945","104.7695","Thailand","TH","THA","Nakhon Phanom","admin","55377","1764103547" +"Maha Sarakham","Maha Sarakham","16.1840","103.2980","Thailand","TH","THA","Maha Sarakham","admin","51584","1764568961" +"Lop Buri","Lop Buri","14.8040","100.6186","Thailand","TH","THA","Lop Buri","admin","57761","1764574750" +"Loei","Loei","17.4919","101.7315","Thailand","TH","THA","Loei","admin","35273","1764996883" +"Uthai Thani","Uthai Thani","15.3819","100.0264","Thailand","TH","THA","Uthai Thani","admin","22219","1764844835" +"Trang","Trang","7.5634","99.6080","Thailand","TH","THA","Trang","admin","147820","1764343817" +"Phetchaburi","Phetchaburi","13.1133","99.9412","Thailand","TH","THA","Phetchaburi","admin","90497","1764000534" +"Yasothon","Yasothon","15.7880","104.1510","Thailand","TH","THA","Yasothon","admin","21643","1764520637" +"Surin","Surin","14.8868","103.4915","Thailand","TH","THA","Surin","admin","62536","1764813179" +"Uttaradit","Uttaradit","17.6316","100.0972","Thailand","TH","THA","Uttaradit","admin","76630","1764146253" +"Mae Hong Son","Mae Hong Son","19.3010","97.9690","Thailand","TH","THA","Mae Hong Son","admin","9109","1764090874" +"Samut Songkhram","Samut Songkhram","13.4130","100.0010","Thailand","TH","THA","Samut Songkhram","admin","35065","1764305010" +"Aranyaprathet","Aranyaprathet","13.6824","102.4969","Thailand","TH","THA","Sa Kaeo","minor","22472","1764167237" +"Tak","Tak","16.8847","99.1293","Thailand","TH","THA","Tak","admin","33146","1764055292" +"Chiang Mai","Chiang Mai","18.8000","98.9800","Thailand","TH","THA","Chiang Mai","admin","397211","1764662886" +"Narathiwat","Narathiwat","6.4318","101.8214","Thailand","TH","THA","Narathiwat","admin","68112","1764748532" +"Songkhla","Songkhla","7.2100","100.5600","Thailand","TH","THA","Songkhla","admin","48616","1764543650" +"Hat Yai","Hat Yai","6.9964","100.4714","Thailand","TH","THA","Songkhla","minor","317954","1764161022" +"Ubon Ratchathani","Ubon Ratchathani","15.2500","104.8300","Thailand","TH","THA","Ubon Ratchathani","admin","273893","1764611048" +"Trat","Trat","12.2370","102.5090","Thailand","TH","THA","Trat","admin","21590","1764126822" +"Kanchanaburi","Kanchanaburi","14.0174","99.5220","Thailand","TH","THA","Kanchanaburi","admin","63699","1764455558" +"Bua Yai","Bua Yai","15.5840","102.4186","Thailand","TH","THA","Nakhon Ratchasima","minor","18269","1764992879" +"Sakhon Nakhon","Sakhon Nakhon","17.1679","104.1479","Thailand","TH","THA","Sakon Nakhon","admin","76237","1764476362" +"Lamphun","Lamphun","18.5030","99.0740","Thailand","TH","THA","Lamphun","admin","14030","1764104264" +"Nakhon Pathom","Nakhon Pathom","13.8180","100.0640","Thailand","TH","THA","Nakhon Pathom","admin","117927","1764251992" +"Ratchaburi","Ratchaburi","13.5419","99.8215","Thailand","TH","THA","Ratchaburi","admin","106996","1764773366" +"Udon Thani","Udon Thani","17.4048","102.7893","Thailand","TH","THA","Udon Thani","admin","247231","1764676047" +"Samut Sakhon","Samut Sakhon","13.5360","100.2740","Thailand","TH","THA","Samut Sakhon","admin","63498","1764502057" +"Sisaket","Sisaket","15.1203","104.3298","Thailand","TH","THA","Sisaket","admin","44751","1764002764" +"Supham Buri","Supham Buri","14.4710","100.1290","Thailand","TH","THA","Suphan Buri","admin","53399","1764759549" +"Nakhon Ratchasima","Nakhon Ratchasima","15.0000","102.1000","Thailand","TH","THA","Nakhon Ratchasima","admin","334984","1764752197" +"Nonthaburi","Nonthaburi","13.8337","100.4833","Thailand","TH","THA","Nonthaburi","admin","258550","1764667935" +"Mae Sot","Mae Sot","16.7162","98.5708","Thailand","TH","THA","Tak","minor","45781","1764198529" +"Khon Kaen","Khon Kaen","16.4200","102.8300","Thailand","TH","THA","Khon Kaen","admin","251056","1764003406" +"Mukdahan","Mukdahan","16.5453","104.7235","Thailand","TH","THA","Mukdahan","admin","","1764994534" +"Nong Bua Lamphu","Nong Bua Lamphu","17.2041","102.4407","Thailand","TH","THA","Nong Bua Lamphu","admin","","1764333285" +"Thung Song","Thung Song","8.1540","99.7286","Thailand","TH","THA","Nakhon Si Thammarat","minor","28223","1764422992" +"Nakhon Si Thammarat","Nakhon Si Thammarat","8.4000","99.9700","Thailand","TH","THA","Nakhon Si Thammarat","admin","232335","1764409111" +"Krabi","Krabi","8.0520","98.9120","Thailand","TH","THA","Krabi","admin","31219","1764587855" +"Pathum Thani","Pathum Thani","14.0171","100.5333","Thailand","TH","THA","Pathum Thani","admin","154412","1764434288" +"Nakhon Nayok","Nakhon Nayok","14.2000","101.2160","Thailand","TH","THA","Nakhon Nayok","admin","21309","1764068248" +"Prachuap Khiri Khan","Prachuap Khiri Khan","11.8030","99.8000","Thailand","TH","THA","Prachuap Khiri Khan","admin","33521","1764877766" +"Nan","Nan","18.7868","100.7715","Thailand","TH","THA","Nan","admin","82483","1764061223" +"Bueng Kan","Bueng Kan","18.3630","103.6519","Thailand","TH","THA","Bueng Kan","admin","","1764944006" +"Hua Hin","Hua Hin","12.5697","99.9443","Thailand","TH","THA","Prachuap Khiri Khan","minor","50456","1764352388" +"Kamphaeng Phet","Kamphaeng Phet","16.4730","99.5290","Thailand","TH","THA","Kamphaeng Phet","admin","58787","1764367755" +"Chumphon","Chumphon","10.5127","99.1872","Thailand","TH","THA","Chumphon","admin","85686","1764012939" +"Pattani","Pattani","6.8640","101.2500","Thailand","TH","THA","Pattani","admin","150000","1764277891" +"Buriram","Buriram","15.0004","103.1166","Thailand","TH","THA","Buriram","admin","47292","1764141031" +"Saraburi","Saraburi","14.5304","100.8800","Thailand","TH","THA","Sara Buri","admin","70769","1764111243" +"Khorugh","Khorugh","37.4875","71.5476","Tajikistan","TJ","TJK","Kŭhistoni Badakhshon","admin","30000","1762114045" +"Qurghonteppa","Qurghonteppa","37.8373","68.7713","Tajikistan","TJ","TJK","Khatlon","admin","311574","1762998971" +"Kulob","Kulob","37.9212","69.7757","Tajikistan","TJ","TJK","Khatlon","minor","115164","1762798596" +"Konibodom","Konibodom","40.2922","70.4272","Tajikistan","TJ","TJK","Sughd","minor","259876","1762140294" +"Khujand","Khujand","40.2900","69.6199","Tajikistan","TJ","TJK","Sughd","admin","437684","1762372787" +"Uroteppa","Uroteppa","39.9219","69.0015","Tajikistan","TJ","TJK","Sughd","minor","156621","1762380072" +"Dushanbe","Dushanbe","38.5600","68.7739","Tajikistan","TJ","TJK","Dushanbe","primary","1086244","1762930616" +"Kuybyshevskiy","Kuybyshevskiy","37.9794","68.6890","Tajikistan","TJ","TJK","Khatlon","minor","8925","1762589864" +"Dili","Dili","-8.5594","125.5795","Timor-Leste","TL","TLS","Díli","primary","234331","1626308942" +"Aileu","Aileu","-8.7281","125.5664","Timor-Leste","TL","TLS","Aileu","admin","","1626766880" +"Ainaro","Ainaro","-8.9969","125.5050","Timor-Leste","TL","TLS","Ainaro","admin","","1626118494" +"Baucau","Baucau","-8.4757","126.4563","Timor-Leste","TL","TLS","Baucau","admin","","1626835210" +"Maliana","Maliana","-8.9917","125.2197","Timor-Leste","TL","TLS","Bobonaro","admin","","1626637884" +"Suai","Suai","-9.3129","125.2565","Timor-Leste","TL","TLS","Cova Lima","admin","","1626458227" +"Gleno","Gleno","-8.7239","125.4361","Timor-Leste","TL","TLS","Ermera","admin","","1626143485" +"Lospalos","Lospalos","-8.5217","126.9983","Timor-Leste","TL","TLS","Lautém","admin","","1626878399" +"Liquiçá","Liquica","-8.5875","125.3419","Timor-Leste","TL","TLS","Liquiçá","admin","","1626054379" +"Manatuto","Manatuto","-8.5114","126.0131","Timor-Leste","TL","TLS","Manatuto","admin","","1626115337" +"Same","Same","-9.0042","125.6486","Timor-Leste","TL","TLS","Manufahi","admin","","1626402267" +"Pante Macassar","Pante Macassar","-9.2000","124.3833","Timor-Leste","TL","TLS","Oecussi-Ambeno","admin","","1626175417" +"Viqueque","Viqueque","-8.8575","126.3647","Timor-Leste","TL","TLS","Viqueque","admin","","1626768340" +"Türkmenbaşy","Turkmenbasy","40.0230","52.9697","Turkmenistan","TM","TKM","Balkan","","68292","1795987646" +"Daşoguz","Dasoguz","41.8400","59.9650","Turkmenistan","TM","TKM","Daşoguz","admin","201424","1795167397" +"Koneurgench","Koneurgench","42.3167","59.1667","Turkmenistan","TM","TKM","","","31400","1795588005" +"Balkanabat","Balkanabat","39.5124","54.3649","Turkmenistan","TM","TKM","Balkan","admin","110827","1795885709" +"Celeken","Celeken","39.4362","53.1226","Turkmenistan","TM","TKM","Balkan","","1206","1795554809" +"Atamyrat","Atamyrat","37.8248","65.1997","Turkmenistan","TM","TKM","Lebap","","33242","1795595010" +"Mary","Mary","37.6000","61.8333","Turkmenistan","TM","TKM","Mary","admin","178708","1795413265" +"Türkmenabat","Turkmenabat","39.1100","63.5800","Turkmenistan","TM","TKM","Lebap","admin","234817","1795079064" +"Tejen","Tejen","37.3786","60.4960","Turkmenistan","TM","TKM","Ahal","","67294","1795500486" +"Kaka","Kaka","37.3503","59.6000","Turkmenistan","TM","TKM","Ahal","","38381","1795223342" +"Gyzlarbat","Gyzlarbat","38.9755","56.2778","Turkmenistan","TM","TKM","Balkan","","48458","1795429041" +"Buzmeyin","Buzmeyin","38.0517","58.2100","Turkmenistan","TM","TKM","Ahal","","40813","1795394170" +"Ashgabat","Ashgabat","37.9500","58.3833","Turkmenistan","TM","TKM","","primary","727700","1795049992" +"Änew","Anew","37.8875","58.5160","Turkmenistan","TM","TKM","Ahal","admin","","1795817680" +"Dehibat","Dehibat","32.0170","10.7000","Tunisia","TN","TUN","Tataouine","","3525","1788484869" +"Zarzis","Zarzis","33.5104","11.1000","Tunisia","TN","TUN","Médenine","","159161","1788933524" +"Gabès","Gabes","33.9004","10.1000","Tunisia","TN","TUN","Gabès","admin","219517","1788064276" +"Gafsa","Gafsa","34.4204","8.7800","Tunisia","TN","TUN","Gafsa","admin","126803","1788454569" +"Qasserine","Qasserine","35.1804","8.8300","Tunisia","TN","TUN","Kasserine","admin","81987","1788047794" +"Sdid Bouzid","Sdid Bouzid","35.0167","9.5000","Tunisia","TN","TUN","Sidi Bouzid","admin","42098","1788196439" +"Sfax","Sfax","34.7500","10.7200","Tunisia","TN","TUN","Sfax","admin","453050","1788741658" +"Mahdia","Mahdia","35.4839","11.0409","Tunisia","TN","TUN","Mahdia","admin","45977","1788440786" +"Monastir","Monastir","35.7307","10.7673","Tunisia","TN","TUN","Monastir","admin","71546","1788553334" +"Sousse","Sousse","35.8300","10.6250","Tunisia","TN","TUN","Sousse","admin","327004","1788927583" +"Qairouan","Qairouan","35.6804","10.1000","Tunisia","TN","TUN","Kairouan","admin","144522","1788844707" +"El Kef","El Kef","36.1826","8.7148","Tunisia","TN","TUN","Kef","admin","47979","1788314833" +"Jendouba","Jendouba","36.5000","8.7500","Tunisia","TN","TUN","Jendouba","admin","51408","1788952846" +"Béja","Beja","36.7304","9.1900","Tunisia","TN","TUN","Béja","admin","59567","1788225711" +"Bizerte","Bizerte","37.2904","9.8550","Tunisia","TN","TUN","Bizerte","admin","139843","1788330365" +"Zaghouan","Zaghouan","36.4000","10.1470","Tunisia","TN","TUN","Zaghouan","admin","16911","1788008309" +"Siliana","Siliana","36.0833","9.3833","Tunisia","TN","TUN","Siliana","admin","26960","1788057426" +"Nabeul","Nabeul","36.4603","10.7300","Tunisia","TN","TUN","Nabeul","admin","115149","1788902612" +"Kebili","Kebili","33.6900","8.9710","Tunisia","TN","TUN","Kébili","admin","19875","1788285135" +"Tataouine","Tataouine","33.0000","10.4667","Tunisia","TN","TUN","Tataouine","admin","62577","1788300169" +"Medenine","Medenine","33.4000","10.4167","Tunisia","TN","TUN","Médenine","admin","61705","1788240639" +"Tozeur","Tozeur","33.9304","8.1300","Tunisia","TN","TUN","Tozeur","admin","39504","1788636202" +"Tunis","Tunis","36.8028","10.1797","Tunisia","TN","TUN","Tunis","primary","2412500","1788742103" +"Ben Gardane","Ben Gardane","33.1404","11.2200","Tunisia","TN","TUN","Médenine","","19843","1788380441" +"Ben Arous","Ben Arous","36.7545","10.2217","Tunisia","TN","TUN","Ben Arous","admin","","1788439087" +"Manouba","Manouba","36.8101","10.0956","Tunisia","TN","TUN","Manouba","admin","","1788608864" +"L'Ariana","L'Ariana","36.8667","10.2000","Tunisia","TN","TUN","L’Ariana","admin","97687","1788682546" +"Neiafu","Neiafu","-18.6496","-173.9833","Tonga","TO","TON","Vava‘u","","7391","1776829745" +"Nukualofa","Nukualofa","-21.1385","-175.2206","Tonga","TO","TON","Tongatapu","primary","42620","1776737461" +"Isparta","Isparta","37.7700","30.5300","Turkey","TR","TUR","Isparta","admin","172334","1792105249" +"Sivas","Sivas","39.7454","37.0350","Turkey","TR","TUR","Sivas","admin","264022","1792938326" +"Kilis","Kilis","36.7204","37.1200","Turkey","TR","TUR","Kilis","admin","82301","1792866362" +"Edirne","Edirne","41.6704","26.5700","Turkey","TR","TUR","Edirne","admin","126470","1792102607" +"Bingöl","Bingol","38.8850","40.4980","Turkey","TR","TUR","Bingöl","admin","80568","1792920183" +"Corum","Corum","40.5200","34.9500","Turkey","TR","TUR","Çorum","admin","183418","1792065200" +"Iğdır","Igdir","39.9237","44.0450","Turkey","TR","TUR","Iğdır","admin","","1792813007" +"Batman","Batman","37.8904","41.1400","Turkey","TR","TUR","Batman","admin","302074","1792630786" +"Rize","Rize","41.0208","40.5219","Turkey","TR","TUR","Rize","admin","279450","1792024731" +"Ardahan","Ardahan","41.1087","42.7022","Turkey","TR","TUR","Ardahan","admin","","1792379425" +"Adıyaman","Adiyaman","37.7704","38.2799","Turkey","TR","TUR","Adıyaman","admin","223744","1792686663" +"Bitlis","Bitlis","38.3940","42.1230","Turkey","TR","TUR","Bitlis","admin","62811","1792490436" +"Trabzon","Trabzon","40.9800","39.7200","Turkey","TR","TUR","Trabzon","admin","764714","1792019202" +"Mardin","Mardin","37.3115","40.7427","Turkey","TR","TUR","Mardin","admin","71373","1792546179" +"Gaziantep","Gaziantep","37.0750","37.3850","Turkey","TR","TUR","Gaziantep","admin","1044000","1792911843" 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+"Samsun","Samsun","41.2800","36.3437","Turkey","TR","TUR","Samsun","admin","609339","1792169057" +"Yozgat","Yozgat","39.8180","34.8150","Turkey","TR","TUR","Yozgat","admin","87881","1792862455" +"Bafra","Bafra","41.5682","35.9069","Turkey","TR","TUR","Samsun","minor","97452","1792560571" +"Amasya","Amasya","40.6537","35.8330","Turkey","TR","TUR","Amasya","admin","82896","1792344167" +"Tokat","Tokat","40.3060","36.5630","Turkey","TR","TUR","Tokat","admin","129702","1792534905" +"Niğde","Nigde","37.9760","34.6940","Turkey","TR","TUR","Niğde","admin","91039","1792867993" +"Kırıkkale","Kirikkale","39.8504","33.5300","Turkey","TR","TUR","Kırıkkale","admin","211138","1792859558" +"Burdur","Burdur","37.7167","30.2833","Turkey","TR","TUR","Burdur","admin","66158","1792413556" +"Kırşehir","Kirsehir","39.1420","34.1710","Turkey","TR","TUR","Kırşehir","admin","94336","1792825471" +"Karabük","Karabuk","41.2000","32.6000","Turkey","TR","TUR","Karabük","admin","128564","1792834766" 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+"Ankara","Ankara","39.9272","32.8644","Turkey","TR","TUR","Ankara","primary","3716000","1792572891" +"Balıkesir","Balikesir","39.6504","27.8900","Turkey","TR","TUR","Balıkesir","admin","261516","1792020804" +"Bartın","Bartin","41.6358","32.3375","Turkey","TR","TUR","Bartın","admin","","1792863603" +"Düzce","Duzce","40.8389","31.1639","Turkey","TR","TUR","Düzce","admin","","1792999306" +"Zonguldak","Zonguldak","41.4304","31.7800","Turkey","TR","TUR","Zonguldak","admin","156918","1792410633" +"Eskişehir","Eskisehir","39.7950","30.5300","Turkey","TR","TUR","Eskişehir","admin","514869","1792933981" +"Adapazarı","Adapazari","40.8000","30.4150","Turkey","TR","TUR","Sakarya","admin","260109","1792191587" +"İzmit","Izmit","40.7760","29.9306","Turkey","TR","TUR","Kocaeli","admin","466504","1792965114" +"Yalova","Yalova","40.6550","29.2769","Turkey","TR","TUR","Yalova","admin","","1792838138" +"Bilecik","Bilecik","40.1500","29.9830","Turkey","TR","TUR","Bilecik","admin","40285","1792408667" 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Tobago","TT","TTO","San Juan/Laventille","admin","","1780000001" +"Chaguanas","Chaguanas","10.5167","-61.4167","Trinidad And Tobago","TT","TTO","Chaguanas","admin","","1780795054" +"Couva","Couva","10.4232","-61.4618","Trinidad And Tobago","TT","TTO","Couva/Tabaquite/Talparo","admin","","1780835692" +"Debe","Debe","10.2085","-61.4527","Trinidad And Tobago","TT","TTO","Penal/Debe","admin","","1780510715" +"Diego Martin","Diego Martin","10.7208","-61.5662","Trinidad And Tobago","TT","TTO","Diego Martin","admin","","1780534918" +"Point Fortin","Point Fortin","10.1741","-61.6841","Trinidad And Tobago","TT","TTO","Point Fortin","admin","","1780702349" +"Princes Town","Princes Town","10.2718","-61.3710","Trinidad And Tobago","TT","TTO","Princes Town","admin","","1780714817" +"Rio Claro","Rio Claro","10.3059","-61.1756","Trinidad And Tobago","TT","TTO","Mayaro/Rio Claro","admin","","1780883666" +"San Fernando","San Fernando","10.2805","-61.4594","Trinidad And Tobago","TT","TTO","San Fernando","admin","166039","1780361077" +"Sangre Grande","Sangre Grande","10.5871","-61.1322","Trinidad And Tobago","TT","TTO","Sangre Grande","admin","","1780469686" +"Scarborough","Scarborough","11.1811","-60.7333","Trinidad And Tobago","TT","TTO","Tobago","admin","","1780875399" +"Siparia","Siparia","10.1453","-61.5074","Trinidad And Tobago","TT","TTO","Siparia","admin","","1780418671" +"Tunapuna","Tunapuna","10.6524","-61.3888","Trinidad And Tobago","TT","TTO","Tunapuna/Piarco","admin","","1780508155" +"Funafuti","Funafuti","-8.5167","179.2166","Tuvalu","TV","TUV","Funafuti","primary","4749","1798251391" +"Taipei","Taipei","25.0358","121.5683","Taiwan","TW","TWN","Taipei","primary","6900273","1158881289" +"Magong","Magong","23.5667","119.5833","Taiwan","TW","TWN","Penghu","admin","56435","1158297836" +"Pingtung","Pingtung","22.6817","120.4817","Taiwan","TW","TWN","Pingtung","admin","503530","1158209038" +"Bade","Bade","24.9575","121.2989","Taiwan","TW","TWN","Taoyuan","","172065","1158126203" +"Hualien","Hualien","23.9837","121.6000","Taiwan","TW","TWN","Hualien","admin","350468","1158174293" +"Miaoli","Miaoli","24.5700","120.8200","Taiwan","TW","TWN","Miaoli","admin","150000","1158446494" +"Zhubei","Zhubei","24.8333","121.0119","Taiwan","TW","TWN","Hsinchu","admin","200000","1158417233" +"Yangmei","Yangmei","24.9167","121.1500","Taiwan","TW","TWN","Taoyuan","","175000","1158247880" +"Taitung","Taitung","22.7554","121.1400","Taiwan","TW","TWN","Taitung","admin","175000","1158804050" +"Taoyuan","Taoyuan","24.9889","121.3111","Taiwan","TW","TWN","Taoyuan","admin","500000","1158127875" +"Pingzhen","Pingzhen","24.9439","121.2161","Taiwan","TW","TWN","Taoyuan","","201632","1158047789" +"Zhongli","Zhongli","24.9650","121.2168","Taiwan","TW","TWN","Taoyuan","","1632616","1158025380" +"Taibao","Taibao","23.4500","120.3333","Taiwan","TW","TWN","Chiayi","admin","35000","1158657404" +"Yilan","Yilan","24.7500","121.7500","Taiwan","TW","TWN","Yilan","admin","150000","1158534780" +"Changhua","Changhua","24.0734","120.5134","Taiwan","TW","TWN","Changhua","admin","750000","1158439005" +"Nantou","Nantou","23.9167","120.6833","Taiwan","TW","TWN","Nantou","admin","165000","1158112865" +"Douliou","Douliou","23.7075","120.5439","Taiwan","TW","TWN","Yunlin","admin","106653","1158732750" +"Puzi","Puzi","23.4611","120.2419","Taiwan","TW","TWN","Chiayi","","50000","1158227287" +"Hsinchu","Hsinchu","24.8168","120.9767","Taiwan","TW","TWN","Hsinchu","admin","750000","1158276420" +"Chiayi","Chiayi","23.4755","120.4351","Taiwan","TW","TWN","Chiayi","admin","500000","1158867217" +"Banqiao","Banqiao","25.0143","121.4672","Taiwan","TW","TWN","New Taipei","admin","","1158987347" +"Taichung","Taichung","24.1521","120.6817","Taiwan","TW","TWN","Taichung","admin","2629323","1158689622" +"Keelung","Keelung","25.1333","121.7333","Taiwan","TW","TWN","Keelung","admin","500000","1158820647" +"Tainan","Tainan","23.0000","120.2000","Taiwan","TW","TWN","Tainan","admin","1876312","1158061376" +"Kaohsiung","Kaohsiung","22.6333","120.2666","Taiwan","TW","TWN","Kaohsiung","admin","2769072","1158331334" +"Jincheng","Jincheng","24.4341","118.3171","Taiwan","TW","TWN","Kinmen","admin","","1158376441" +"Nangan","Nangan","26.1504","119.9328","Taiwan","TW","TWN","Lienchiang","admin","","1158327079" +"Sumbawanga","Sumbawanga","-7.9596","31.6200","Tanzania","TZ","TZA","Rukwa","admin","89161","1834684278" +"Mtwara","Mtwara","-10.2696","40.1900","Tanzania","TZ","TZA","Mtwara","admin","96602","1834044142" +"Koani","Koani","-6.1333","39.2833","Tanzania","TZ","TZA","Zanzibar Central/South","admin","","1834376215" +"Mbeya","Mbeya","-8.8900","33.4300","Tanzania","TZ","TZA","Mbeya","admin","291649","1834396594" +"Zanzibar","Zanzibar","-6.1600","39.2000","Tanzania","TZ","TZA","Zanzibar Urban/West","admin","403658","1834823848" 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Cruz","Puerto la Cruz","10.1700","-64.6800","Venezuela","VE","VEN","Anzoátegui","minor","546616","1862856141" +"Anaco","Anaco","9.4400","-64.4600","Venezuela","VE","VEN","Anzoátegui","minor","117596","1862074247" +"Porlamar","Porlamar","10.9604","-63.8500","Venezuela","VE","VEN","Nueva Esparta","minor","196934","1862693736" +"La Esmeralda","La Esmeralda","3.1738","-65.5466","Venezuela","VE","VEN","Amazonas","minor","150","1862255876" +"Guasdualito","Guasdualito","7.2400","-70.7400","Venezuela","VE","VEN","Apure","minor","30860","1862834503" +"Valle de la Pascua","Valle de la Pascua","9.2100","-66.0200","Venezuela","VE","VEN","Guárico","minor","89080","1862904072" +"Zaraza","Zaraza","9.3404","-65.3200","Venezuela","VE","VEN","Guárico","minor","41483","1862643668" +"Altagracia de Orituco","Altagracia de Orituco","9.8504","-66.3800","Venezuela","VE","VEN","Guárico","minor","40052","1862533029" +"Carora","Carora","10.1900","-70.0800","Venezuela","VE","VEN","Lara","minor","149711","1862485109" +"Puerto Cabello","Puerto Cabello","10.4704","-68.1700","Venezuela","VE","VEN","Carabobo","minor","174000","1862031193" +"Maiquetía","Maiquetia","10.6004","-66.9700","Venezuela","VE","VEN","Vargas","minor","315442","1862822831" +"Ocumare del Tuy","Ocumare del Tuy","10.1200","-66.7800","Venezuela","VE","VEN","Miranda","minor","166072","1862015576" +"Calabozo","Calabozo","8.9304","-67.4400","Venezuela","VE","VEN","Guárico","minor","117132","1862623441" +"Acarigua","Acarigua","9.5804","-69.2000","Venezuela","VE","VEN","Portuguesa","minor","260921","1862134462" +"Cabimas","Cabimas","10.4300","-71.4500","Venezuela","VE","VEN","Zulia","minor","441094","1862398719" +"Santa Rita","Santa Rita","10.5318","-71.5039","Venezuela","VE","VEN","Zulia","minor","31810","1862676200" +"San Carlos del Zulia","San Carlos del Zulia","9.0104","-71.9200","Venezuela","VE","VEN","Zulia","minor","97288","1862219492" +"Machiques","Machiques","10.0704","-72.5499","Venezuela","VE","VEN","Zulia","minor","62968","1862003182" +"Valera","Valera","9.3200","-70.6200","Venezuela","VE","VEN","Trujillo","minor","191167","1862735261" +"Punto Fijo","Punto Fijo","11.7200","-70.2100","Venezuela","VE","VEN","Falcón","minor","234736","1862535644" +"Carúpano","Carupano","10.6700","-63.2300","Venezuela","VE","VEN","Sucre","minor","126293","1862777685" +"Road Town","Road Town","18.4167","-64.6167","Virgin Islands, British","VG","VGB","","primary","","1092732412" +"Quảng Trị","Quang Tri","16.7504","107.2000","Vietnam","VN","VNM","Quảng Trị","","72722","1704089491" +"Thanh Hóa","Thanh Hoa","19.8200","105.8000","Vietnam","VN","VNM","Thanh Hóa","admin","197551","1704016079" +"Vung Tau","Vung Tau","10.3554","107.0850","Vietnam","VN","VNM","Bà Rịa-Vũng Tàu","admin","248767","1704581438" +"Play Ku","Play Ku","13.9833","108.0000","Vietnam","VN","VNM","Gia Lai","admin","142900","1704220080" +"Cam Ranh","Cam Ranh","11.9020","109.2207","Vietnam","VN","VNM","Khánh Hòa","","146771","1704104189" +"Đông Hà","Dong Ha","16.8500","107.1333","Vietnam","VN","VNM","Quảng Trị","admin","17662","1704264596" +"Luan Chau","Luan Chau","21.7400","103.3430","Vietnam","VN","VNM","Điện Biên","","7335","1704201464" +"Mỹ Tho","My Tho","10.3504","106.3500","Vietnam","VN","VNM","Tiền Giang","admin","124143","1704000376" +"Bắc Giang","Bac Giang","21.2670","106.2000","Vietnam","VN","VNM","Bắc Giang","admin","53728","1704256754" +"Bắc Ninh","Bac Ninh","21.1861","106.0763","Vietnam","VN","VNM","Bắc Ninh","admin","","1704025181" +"Quảng Ngãi","Quang Ngai","15.1504","108.8300","Vietnam","VN","VNM","Quảng Ngãi","admin","250000","1704029499" +"Long Xuyen","Long Xuyen","10.3804","105.4200","Vietnam","VN","VNM","An Giang","admin","350000","1704453892" +"Bắc Kạn","Bac Kan","22.1333","105.8333","Vietnam","VN","VNM","Bắc Kạn","admin","29227","1704000217" +"Lao Chi","Lao Chi","22.5014","103.9660","Vietnam","VN","VNM","Lào Cai","admin","67206","1704290986" +"Da Nang","Da Nang","16.0600","108.2500","Vietnam","VN","VNM","Quảng Nam","","1000000","1704966442" +"Vĩnh Yên","Vinh Yen","21.3089","105.6049","Vietnam","VN","VNM","Vĩnh Phúc","admin","","1704905946" +"Kon Tum","Kon Tum","14.3838","107.9833","Vietnam","VN","VNM","Kon Tum","","105489","1704082555" +"Sơn Tây","Son Tay","21.1382","105.5050","Vietnam","VN","VNM","Hà Nội","minor","189547","1704714941" +"Hanoi","Hanoi","21.0333","105.8500","Vietnam","VN","VNM","Hà Nội","primary","4378000","1704413791" +"Da Lat","Da Lat","11.9304","108.4200","Vietnam","VN","VNM","Lâm Đồng","","256019","1704613422" +"Haiphong","Haiphong","20.8300","106.6801","Vietnam","VN","VNM","Hải Phòng","admin","1969000","1704000623" +"Hưng Yên","Hung Yen","20.6464","106.0511","Vietnam","VN","VNM","Hưng Yên","admin","","1704000203" +"Cẩm Phả","Cam Pha","21.0404","107.3200","Vietnam","VN","VNM","Quảng Ninh","minor","135477","1704985016" +"Buon Me Thuot","Buon Me Thuot","12.6670","108.0500","Vietnam","VN","VNM","Đắk Lắk","admin","349945","1704542086" +"Châu Đốc","Chau Doc","10.7004","105.1167","Vietnam","VN","VNM","An Giang","","70239","1704020910" +"Tuy Hòa","Tuy Hoa","13.0820","109.3160","Vietnam","VN","VNM","Phú Yên","admin","69596","1704697424" +"Vinh","Vinh","18.7000","105.6800","Vietnam","VN","VNM","Nghệ An","admin","593645","1704960059" +"Yên Bái","Yen Bai","21.7050","104.8750","Vietnam","VN","VNM","Yên Bái","admin","96540","1704249231" +"Tam Kỳ","Tam Ky","15.5736","108.4740","Vietnam","VN","VNM","Quảng Nam","admin","","1704410655" +"Gia Nghĩa","Gia Nghia","12.0042","107.6907","Vietnam","VN","VNM","Đắk Nông","admin","","1704361005" +"Đà Nẵng","Da Nang","16.0748","108.2240","Vietnam","VN","VNM","Đà Nẵng","admin","","1704949870" +"Ho Chi Minh City","Ho Chi Minh City","10.7800","106.6950","Vietnam","VN","VNM","Hồ Chí Minh","admin","5314000","1704774326" +"Đà Lạt","Da Lat","11.9359","108.4429","Vietnam","VN","VNM","Lâm Đồng","admin","","1704933464" +"Nha Trang","Nha Trang","12.2500","109.1700","Vietnam","VN","VNM","Khánh Hòa","admin","411556","1704497901" +"Cao Lãnh","Cao Lanh","10.4670","105.6360","Vietnam","VN","VNM","Đồng Tháp","admin","149837","1704276832" +"Đồng Hới","Dong Hoi","17.4833","106.6000","Vietnam","VN","VNM","Quảng Bình","admin","189265","1704323043" +"Vĩnh Long","Vinh Long","10.2560","105.9640","Vietnam","VN","VNM","Vĩnh Long","admin","103314","1704262419" +"Truc Giang","Truc Giang","10.2350","106.3750","Vietnam","VN","VNM","Bến Tre","admin","59442","1704108909" +"Rạch Giá","Rach Gia","10.0154","105.0914","Vietnam","VN","VNM","Kiến Giang","admin","300000","1704872008" +"Sóc Trăng","Soc Trang","9.6037","105.9800","Vietnam","VN","VNM","Sóc Trăng","admin","300000","1704758756" +"Can Tho","Can Tho","10.0500","105.7700","Vietnam","VN","VNM","Cần Thơ","admin","1121000","1704783472" +"Đồng Xoài","Dong Xoai","11.5349","106.8832","Vietnam","VN","VNM","Bình Phước","admin","","1704845487" +"Hon Quan","Hon Quan","11.6504","106.6000","Vietnam","VN","VNM","Bình Phước","","40279","1704953411" +"Hue","Hue","16.4700","107.5800","Vietnam","VN","VNM","Thừa Thiên-Huế","admin","950000","1704016023" +"Vị Thanh","Vi Thanh","9.7845","105.4701","Vietnam","VN","VNM","Hậu Giang","admin","","1704210026" +"Việt Trì","Viet Tri","21.3304","105.4300","Vietnam","VN","VNM","Phú Thọ","admin","350000","1704332956" +"Biên Hòa","Bien Hoa","10.9700","106.8301","Vietnam","VN","VNM","Đồng Nai","admin","652646","1704863046" +"Hà Tĩnh","Ha Tinh","18.3338","105.9000","Vietnam","VN","VNM","Hà Tĩnh","admin","165396","1704544061" +"Kon Tum","Kon Tum","14.3545","108.0076","Vietnam","VN","VNM","Kon Tum","admin","","1704988146" +"Phan Rang","Phan Rang","11.5670","108.9833","Vietnam","VN","VNM","Ninh Thuận","admin","179773","1704094609" +"Phan Thiet","Phan Thiet","10.9337","108.1001","Vietnam","VN","VNM","Bình Thuận","admin","336846","1704221456" +"Tan An","Tan An","10.5337","106.4167","Vietnam","VN","VNM","Long An","admin","137498","1704199290" +"Cà Mau","Ca Mau","9.1774","105.1500","Vietnam","VN","VNM","Cà Mau","admin","356636","1704320474" +"Tra Vinh","Tra Vinh","9.9340","106.3340","Vietnam","VN","VNM","Trà Vinh","admin","131360","1704929966" +"Qui Nhon","Qui Nhon","13.7800","109.1800","Vietnam","VN","VNM","Bình Định","admin","805290","1704056461" +"Thu Dau Mot","Thu Dau Mot","10.9691","106.6527","Vietnam","VN","VNM","Bình Dương","admin","244277","1704890399" +"Tây Ninh","Tay Ninh","11.3230","106.1470","Vietnam","VN","VNM","Tây Ninh","admin","126370","1704250951" +"Lai Châu","Lai Chau","22.3964","103.4582","Vietnam","VN","VNM","Lai Châu","admin","","1704983526" +"Điện Biên Phủ","Dien Bien Phu","21.3854","103.0161","Vietnam","VN","VNM","Điện Biên","admin","","1704081536" +"Thái Nguyên","Thai Nguyen","21.6000","105.8300","Vietnam","VN","VNM","Thái Nguyên","admin","500000","1704613715" +"Thái Bình","Thai Binh","20.4503","106.3330","Vietnam","VN","VNM","Thái Bình","admin","210000","1704716027" +"Sơn La","Son La","21.3280","103.9100","Vietnam","VN","VNM","Sơn La","admin","19054","1704957010" +"Phủ Lý","Phu Ly","20.5453","105.9122","Vietnam","VN","VNM","Hà Nam","admin","","1704841896" +"Ninh Bình","Ninh Binh","20.2543","105.9750","Vietnam","VN","VNM","Ninh Bình","admin","130517","1704442748" +"Nam Định","Nam Dinh","20.4200","106.2000","Vietnam","VN","VNM","Nam Định","admin","243186","1704906277" +"Lạng Sơn","Lang Son","21.8460","106.7570","Vietnam","VN","VNM","Lạng Sơn","admin","148000","1704004349" +"Hoa Binh","Hoa Binh","20.8137","105.3383","Vietnam","VN","VNM","Hòa Bình","admin","105260","1704237072" +"Hong Gai","Hong Gai","20.9604","107.1000","Vietnam","VN","VNM","Quảng Ninh","admin","172915","1704379547" +"Hai Duong","Hai Duong","20.9420","106.3310","Vietnam","VN","VNM","Hải Dương","admin","58030","1704909566" +"Ha Giang","Ha Giang","22.8337","104.9833","Vietnam","VN","VNM","Hà Giang","admin","38362","1704495953" +"Cao Bằng","Cao Bang","22.6640","106.2680","Vietnam","VN","VNM","Cao Bằng","admin","41112","1704552735" +"Bạc Liêu","Bac Lieu","9.2804","105.7200","Vietnam","VN","VNM","Bạc Liêu","admin","225000","1704298745" +"Bà Rịa","Ba Ria","10.4963","107.1684","Vietnam","VN","VNM","Bà Rịa-Vũng Tàu","admin","","1704764642" +"Tuyên Quang","Tuyen Quang","21.8180","105.2110","Vietnam","VN","VNM","Tuyên Quang","admin","36430","1704662313" +"Port Vila","Port Vila","-17.7334","168.3166","Vanuatu","VU","VUT","Shefa","primary","44040","1548805075" +"Isangel","Isangel","-19.5417","169.2817","Vanuatu","VU","VUT","Tafea","admin","","1548941443" +"Luganville","Luganville","-15.5126","167.1766","Vanuatu","VU","VUT","Sanma","admin","13397","1548569362" +"Lakatoro","Lakatoro","-16.1056","167.4189","Vanuatu","VU","VUT","Malampa","admin","","1548761183" +"Saratamata","Saratamata","-15.2869","167.9906","Vanuatu","VU","VUT","Penama","admin","","1548907051" +"Sola","Sola","-13.8761","167.5517","Vanuatu","VU","VUT","Torba","admin","","1548600754" +"Leava","Leava","-14.2933","-178.1583","Wallis And Futuna","WF","WLF","Sigave","admin","","1876731744" +"Mata-Utu","Mata-Utu","-13.2825","-176.1736","Wallis And Futuna","WF","WLF","Uvea","primary","","1876784844" +"Apia","Apia","-13.8415","-171.7386","Samoa","WS","WSM","","primary","61916","1882489296" +"Afega","Afega","-13.7973","-171.8531","Samoa","WS","WSM","Tuamasaga","admin","","1882284139" +"Asau","Asau","-13.5196","-172.6378","Samoa","WS","WSM","Vaisigano","admin","","1882504626" +"Leulumoega","Leulumoega","-13.8230","-171.9613","Samoa","WS","WSM","A‘ana","admin","","1882782502" +"Safotu","Safotu","-13.4513","-172.4018","Samoa","WS","WSM","Gagaifomauga","admin","","1882879383" +"Safotulafai","Safotulafai","-13.6715","-172.1777","Samoa","WS","WSM","Fa‘asaleleaga","admin","","1882524892" +"Lufilufi","Lufilufi","-13.8745","-171.5986","Samoa","WS","WSM","Atua","admin","","1882092632" +"Mulifanua","Mulifanua","-13.8318","-172.0360","Samoa","WS","WSM","Aiga-i-le-Tai","admin","","1882029963" +"Saleaula","Saleaula","-13.4489","-172.3352","Samoa","WS","WSM","Gaga‘emauga","admin","","1882605280" +"Samamea","Samamea","-13.9338","-171.5312","Samoa","WS","WSM","Va‘a-o-Fonoti","admin","","1882468874" +"Satupa‘itea","Satupa`itea","-13.7659","-172.3269","Samoa","WS","WSM","Satupa‘itea","admin","","1882940042" +"Vailoa","Vailoa","-13.7555","-172.3070","Samoa","WS","WSM","Palauli","admin","","1882047846" +"Ordino","Ordino","42.5563","1.5327","Andorra","AD","AND","Ordino","admin","","1020655238" +"La Massana","La Massana","42.5434","1.5148","Andorra","AD","AND","La Massana","admin","","1020543453" +"Canillo","Canillo","42.5670","1.5981","Andorra","AD","AND","Canillo","admin","","1020594179" +"Andorra","Andorra","42.5000","1.5165","Andorra","AD","AND","Andorra la Vella","primary","53998","1020828846" +"Encamp","Encamp","42.5361","1.5828","Andorra","AD","AND","Encamp","admin","","1020417470" +"Sant Julià de Lòria","Sant Julia de Loria","42.4664","1.4933","Andorra","AD","AND","Sant Julià de Lòria","admin","","1020885733" +"Escaldes-Engordany","Escaldes-Engordany","42.5085","1.5385","Andorra","AD","AND","Escaldes-Engordany","admin","","1020008674" +"Al Fujayrah","Al Fujayrah","25.1234","56.3375","United Arab Emirates","AE","ARE","Al Fujayrah","admin","94163","1784909196" +"Dubai","Dubai","25.2300","55.2800","United Arab Emirates","AE","ARE","Dubayy","admin","1379000","1784736618" +"Ras al Khaymah","Ras al Khaymah","25.7915","55.9428","United Arab Emirates","AE","ARE","Ra’s al Khaymah","admin","160849","1784053892" +"Umm al Qaywayn","Umm al Qaywayn","25.5653","55.5533","United Arab Emirates","AE","ARE","Umm al Qaywayn","admin","44411","1784525230" +"Abu Dhabi","Abu Dhabi","24.4667","54.3666","United Arab Emirates","AE","ARE","Abū Z̧aby","primary","603492","1784176710" +"‘Ajmān","`Ajman","25.4056","55.4618","United Arab Emirates","AE","ARE","‘Ajmān","admin","","1784337875" +"Sharjah","Sharjah","25.3714","55.4065","United Arab Emirates","AE","ARE","Ash Shāriqah","admin","1103027","1784152993" +"Al Ayn","Al Ayn","24.2305","55.7400","United Arab Emirates","AE","ARE","Abū Z̧aby","","408733","1784674685" +"Kabul","Kabul","34.5167","69.1833","Afghanistan","AF","AFG","Kābul","primary","3277000","1004993580" +"Sharan","Sharan","33.1757","68.7304","Afghanistan","AF","AFG","Paktīkā","admin","","1004273142" +"Zaranj","Zaranj","31.1120","61.8870","Afghanistan","AF","AFG","Nīmrōz","admin","49851","1004504986" +"Lashkar Gah","Lashkar Gah","31.5830","64.3600","Afghanistan","AF","AFG","Helmand","admin","201546","1004765445" +"Kandahar","Kandahar","31.6100","65.6949","Afghanistan","AF","AFG","Kandahār","admin","715542","1004003059" +"Tarin Kowt","Tarin Kowt","32.6333","65.8667","Afghanistan","AF","AFG","Uruzgān","admin","10000","1004893931" +"Herat","Herat","34.3300","62.1700","Afghanistan","AF","AFG","Herāt","admin","481009","1004237782" +"Ghazni","Ghazni","33.5633","68.4178","Afghanistan","AF","AFG","Ghaznī","admin","141000","1004167490" +"Maīdān Shahr","Maidan Shahr","34.3956","68.8662","Afghanistan","AF","AFG","Wardak","admin","","1004798735" +"Andkhvoy","Andkhvoy","36.9317","65.1015","Afghanistan","AF","AFG","Fāryāb","minor","71730","1004472345" +"Pol-e Khomri","Pol-e Khomri","35.9511","68.7011","Afghanistan","AF","AFG","Baghlān","admin","56369","1004123527" +"Mazar-e Sharif","Mazar-e Sharif","36.7000","67.1000","Afghanistan","AF","AFG","Balkh","admin","458151","1004436363" +"Sar-e Pul","Sar-e Pul","36.2154","65.9325","Afghanistan","AF","AFG","Sar-e Pul","admin","","1004047427" +"Meymaneh","Meymaneh","35.9302","64.7701","Afghanistan","AF","AFG","Fāryāb","admin","199795","1004622920" +"Gardiz","Gardiz","33.6001","69.2146","Afghanistan","AF","AFG","Paktiyā","admin","103601","1004468894" +"Asadabad","Asadabad","34.8660","71.1500","Afghanistan","AF","AFG","Kunaṟ","admin","48400","1004251962" +"Jalalabad","Jalalabad","34.4415","70.4361","Afghanistan","AF","AFG","Nangarhār","admin","597971","1004315012" +"Zareh Sharan","Zareh Sharan","32.8500","68.4167","Afghanistan","AF","AFG","Paktīkā","","13737","1004965319" +"Mehtar Lam","Mehtar Lam","34.6500","70.1667","Afghanistan","AF","AFG","Laghmān","admin","17345","1004590769" +"Aybak","Aybak","36.2610","68.0400","Afghanistan","AF","AFG","Samangān","admin","24000","1004564619" +"Sheberghan","Sheberghan","36.6580","65.7383","Afghanistan","AF","AFG","Jowzjān","admin","93241","1004805783" +"Khōst","Khost","33.3395","69.9204","Afghanistan","AF","AFG","Khōst","admin","","1004919977" +"Farah","Farah","32.3917","62.0968","Afghanistan","AF","AFG","Farāh","admin","73647","1004523791" +"Mahmud-E Eraqi","Mahmud-E Eraqi","35.0167","69.3333","Afghanistan","AF","AFG","Kāpīsā","admin","7407","1004151943" +"Qala i Naw","Qala i Naw","34.9830","63.1333","Afghanistan","AF","AFG","Bādghīs","admin","2997","1004947440" +"Feyzabad","Feyzabad","37.1298","70.5792","Afghanistan","AF","AFG","Badakhshān","admin","64704","1004452653" +"Charikar","Charikar","35.0183","69.1679","Afghanistan","AF","AFG","Parwān","admin","53676","1004817775" +"Nīlī","Nili","33.7218","66.1302","Afghanistan","AF","AFG","Dāykundī","admin","","1004642532" +"Bāzārak","Bazarak","35.3129","69.5152","Afghanistan","AF","AFG","Panjshir","admin","","1004374554" +"Kondoz","Kondoz","36.7280","68.8725","Afghanistan","AF","AFG","Kunduz","admin","259809","1004227517" +"Qalat","Qalat","32.1123","66.8868","Afghanistan","AF","AFG","Zābul","admin","12191","1004016690" +"Taloqan","Taloqan","36.7300","69.5400","Afghanistan","AF","AFG","Takhār","admin","64256","1004687194" +"Mayda Shahr","Mayda Shahr","34.4500","68.8000","Afghanistan","AF","AFG","Wardak","","35008","1004450357" +"Balkh","Balkh","36.7501","66.8997","Afghanistan","AF","AFG","Balkh","minor","179969","1004654094" +"Baghlan","Baghlan","36.1393","68.6993","Afghanistan","AF","AFG","Baghlān","minor","218748","1004943705" +"Bamian","Bamian","34.8211","67.5210","Afghanistan","AF","AFG","Bāmyān","admin","61863","1004274041" +"Karokh","Karokh","34.4868","62.5918","Afghanistan","AF","AFG","Herāt","minor","17484","1004546127" +"Baraki Barak","Baraki Barak","33.9667","68.9667","Afghanistan","AF","AFG","Lōgar","minor","22305","1004707647" +"Pul-e ‘Alam","Pul-e `Alam","33.9953","69.0227","Afghanistan","AF","AFG","Lōgar","admin","","1004180853" +"Pārūn","Parun","35.4206","70.9226","Afghanistan","AF","AFG","Nūristān","admin","","1004795942" +"Chaghcharan","Chaghcharan","34.5167","65.2500","Afghanistan","AF","AFG","Ghōr","admin","15000","1004988038" +"Saint John's","Saint John's","17.1180","-61.8500","Antigua And 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Maria","-32.4100","-63.2600","Argentina","AR","ARG","Córdoba","minor","92453","1032987787" +"Las Heras","Las Heras","-32.8250","-68.8017","Argentina","AR","ARG","Mendoza","minor","66663","1032781204" +"Chilecito","Chilecito","-29.1655","-67.5000","Argentina","AR","ARG","La Rioja","minor","20343","1032078195" +"Ingeniero Guillermo N. Juarez","Ingeniero Guillermo N. Juarez","-23.9000","-61.8500","Argentina","AR","ARG","Formosa","minor","6453","1032585569" +"Comandante Fontana","Comandante Fontana","-25.3333","-59.6833","Argentina","AR","ARG","Formosa","minor","4277","1032594164" +"Belen","Belen","-27.6496","-67.0333","Argentina","AR","ARG","Catamarca","minor","11359","1032969950" +"Chumbicha","Chumbicha","-28.8666","-66.2333","Argentina","AR","ARG","Catamarca","minor","2572","1032994295" +"Rio Grande","Rio Grande","-53.7914","-67.6990","Argentina","AR","ARG","Tierra del Fuego, Antártida e Islas del Atlántico Sur","minor","31095","1032824067" +"Puerto Deseado","Puerto Deseado","-47.7500","-65.9000","Argentina","AR","ARG","Santa Cruz","minor","3305","1032537209" +"Perito Moreno","Perito Moreno","-46.6000","-70.9334","Argentina","AR","ARG","Santa Cruz","minor","3766","1032891854" +"Puerto San Julián","Puerto San Julian","-49.3000","-67.7167","Argentina","AR","ARG","Santa Cruz","minor","2347","1032464702" +"Gobernador Gregores","Gobernador Gregores","-48.7666","-70.2500","Argentina","AR","ARG","Santa Cruz","minor","2519","1032720049" +"San Martín","San Martin","-33.0700","-68.4900","Argentina","AR","ARG","Mendoza","minor","117399","1032297325" +"La Paz","La Paz","-33.4661","-67.5500","Argentina","AR","ARG","Mendoza","minor","4400","1032294439" +"Tunuyán","Tunuyan","-33.5662","-69.0167","Argentina","AR","ARG","Mendoza","minor","22834","1032526901" +"San Rafael","San Rafael","-34.6000","-68.3333","Argentina","AR","ARG","Mendoza","minor","109163","1032221516" +"General Pico","General Pico","-35.6596","-63.7700","Argentina","AR","ARG","La Pampa","minor","57029","1032081531" +"25 de Mayo","25 de Mayo","-37.8000","-67.6833","Argentina","AR","ARG","La Pampa","minor","17430","1032912712" +"Victorica","Victorica","-36.2163","-65.4500","Argentina","AR","ARG","La Pampa","minor","4458","1032392251" +"Juan José Castelli","Juan Jose Castelli","-25.9495","-60.6166","Argentina","AR","ARG","Chaco","minor","9421","1032193694" +"Victoria","Victoria","-32.6100","-60.1800","Argentina","AR","ARG","Entre Ríos","minor","25139","1032557014" +"Eldorado","Eldorado","-26.2000","-54.6000","Argentina","AR","ARG","Misiones","minor","17365","1032056096" +"Trancas","Trancas","-26.2167","-65.2833","Argentina","AR","ARG","Tucumán","minor","1599","1032418123" +"Chepes","Chepes","-31.3500","-66.6000","Argentina","AR","ARG","La Rioja","minor","6020","1032137147" +"Chamical","Chamical","-30.3496","-66.3167","Argentina","AR","ARG","La Rioja","minor","8989","1032026963" +"San Francisco","San Francisco","-31.4300","-62.0900","Argentina","AR","ARG","Córdoba","minor","59062","1032491643" +"Concordia","Concordia","-31.3896","-58.0300","Argentina","AR","ARG","Entre Ríos","minor","145210","1032923957" +"El Calafate","El Calafate","-50.3333","-72.3000","Argentina","AR","ARG","Santa Cruz","minor","8000","1032210475" +"Chos Malal","Chos Malal","-37.3830","-70.2666","Argentina","AR","ARG","Neuquén","minor","8556","1032817076" +"Las Lajas","Las Lajas","-38.5163","-70.3666","Argentina","AR","ARG","Neuquén","minor","1218","1032092474" +"Zapala","Zapala","-38.9000","-70.0667","Argentina","AR","ARG","Neuquén","minor","19152","1032365659" +"Villa Carlos Paz","Villa Carlos Paz","-31.4200","-64.5000","Argentina","AR","ARG","Córdoba","","69451","1032854975" +"Bell Ville","Bell Ville","-32.6000","-62.6800","Argentina","AR","ARG","Córdoba","minor","35105","1032028928" +"Río Cuarto","Rio Cuarto","-33.1300","-64.3500","Argentina","AR","ARG","Córdoba","minor","153757","1032552145" +"Villa Ángela","Villa Angela","-27.5833","-60.7167","Argentina","AR","ARG","Chaco","minor","30051","1032039944" +"Concepción del Uruguay","Concepcion del Uruguay","-32.4800","-58.2400","Argentina","AR","ARG","Entre Ríos","minor","67895","1032999059" +"Gualeguaychú","Gualeguaychu","-33.0200","-58.5200","Argentina","AR","ARG","Entre Ríos","minor","78676","1032523704" +"Gualeguay","Gualeguay","-33.1500","-59.3400","Argentina","AR","ARG","Entre Ríos","minor","33120","1032077195" +"Comodoro Rivadavia","Comodoro Rivadavia","-45.8700","-67.5000","Argentina","AR","ARG","Chubut","minor","140850","1032042035" +"Esquel","Esquel","-42.9000","-71.3166","Argentina","AR","ARG","Buenos Aires, Ciudad Autónoma de","minor","20048","1032489067" +"Añatuya","Anatuya","-28.4661","-62.8333","Argentina","AR","ARG","Santiago del Estero","minor","14133","1032511298" +"Dolores","Dolores","-36.3300","-57.6900","Argentina","AR","ARG","Buenos Aires","minor","25190","1032650497" +"Chascomús","Chascomus","-35.5662","-58.0166","Argentina","AR","ARG","Buenos Aires","minor","21054","1032352363" +"Chivilcoy","Chivilcoy","-34.9000","-60.0400","Argentina","AR","ARG","Buenos Aires","minor","54514","1032269915" +"Lincoln","Lincoln","-34.8800","-61.5399","Argentina","AR","ARG","Buenos Aires","minor","24798","1032332688" +"Goya","Goya","-29.1400","-59.2700","Argentina","AR","ARG","Corrientes","minor","72304","1032251925" +"Frias","Frias","-28.6496","-65.1500","Argentina","AR","ARG","Santiago del Estero","minor","13594","1032077058" +"Vera","Vera","-29.4662","-60.2166","Argentina","AR","ARG","Santa Fe","minor","9979","1032305174" +"Reconquista","Reconquista","-29.1395","-59.6500","Argentina","AR","ARG","Santa Fe","minor","90184","1032927391" +"Monte Quemado","Monte Quemado","-25.7996","-62.8666","Argentina","AR","ARG","Santiago del Estero","minor","11387","1032834102" +"Campana","Campana","-34.1600","-58.9600","Argentina","AR","ARG","Buenos Aires","minor","81612","1032345885" +"Zárate","Zarate","-34.0896","-59.0400","Argentina","AR","ARG","Buenos Aires","minor","88781","1032392383" +"Luján","Lujan","-34.5796","-59.1100","Argentina","AR","ARG","Buenos Aires","minor","81749","1032704827" +"Mercedes","Mercedes","-34.6600","-59.4400","Argentina","AR","ARG","Buenos Aires","minor","52949","1032994289" +"San Nicolas","San Nicolas","-33.3300","-60.2400","Argentina","AR","ARG","Buenos Aires","minor","127742","1032067887" +"Pergamino","Pergamino","-33.8996","-60.5700","Argentina","AR","ARG","Buenos Aires","minor","87652","1032214150" +"Chacabuco","Chacabuco","-34.6500","-60.4900","Argentina","AR","ARG","Buenos Aires","minor","34587","1032210547" +"Junín","Junin","-34.5846","-60.9589","Argentina","AR","ARG","Buenos Aires","minor","85007","1032976047" +"San Ramón de la Nueva Orán","San Ramon de la Nueva Oran","-23.1400","-64.3200","Argentina","AR","ARG","Salta","minor","74059","1032020207" +"Tartagal","Tartagal","-22.5500","-63.8100","Argentina","AR","ARG","Salta","minor","60819","1032317391" +"Joaquín V. González","Joaquin V. Gonzalez","-25.0833","-64.1834","Argentina","AR","ARG","Salta","minor","13376","1032690861" +"General Guemes","General Guemes","-24.6666","-65.0500","Argentina","AR","ARG","Salta","minor","19828","1032716507" +"Cerrillos","Cerrillos","-24.8996","-65.4833","Argentina","AR","ARG","Salta","minor","11498","1032917216" +"Cafayate","Cafayate","-26.0829","-65.9666","Argentina","AR","ARG","Salta","minor","11785","1032961594" +"San Antonio de los Cobres","San Antonio de los Cobres","-24.1829","-66.3500","Argentina","AR","ARG","Salta","minor","4000","1032191344" +"Alta Gracia","Alta Gracia","-31.6600","-64.4300","Argentina","AR","ARG","Córdoba","minor","40384","1032411567" +"Azul","Azul","-36.7796","-59.8700","Argentina","AR","ARG","Buenos Aires","minor","53941","1032652005" +"Lobos","Lobos","-35.1849","-59.0947","Argentina","AR","ARG","Buenos Aires","minor","18278","1032314483" +"Veinticinco de Mayo","Veinticinco de Mayo","-35.4300","-60.1800","Argentina","AR","ARG","Buenos Aires","minor","24668","1032801782" +"Nueve de Julio","Nueve de Julio","-35.4460","-60.8900","Argentina","AR","ARG","Buenos Aires","minor","34718","1032287957" +"Mercedes","Mercedes","-29.1796","-58.0800","Argentina","AR","ARG","Corrientes","minor","30649","1032972413" +"Mar del Plata","Mar del Plata","-38.0000","-57.5800","Argentina","AR","ARG","Buenos Aires","minor","555897","1032456103" +"Balcarce","Balcarce","-37.8333","-58.2500","Argentina","AR","ARG","Buenos Aires","minor","18967","1032847478" +"Juarez","Juarez","-37.6655","-59.8000","Argentina","AR","ARG","Buenos Aires","minor","10609","1032382110" +"Coronel Suárez","Coronel Suarez","-37.4666","-61.9166","Argentina","AR","ARG","Buenos Aires","minor","27000","1032444981" +"Tandil","Tandil","-37.3200","-59.1500","Argentina","AR","ARG","Buenos Aires","minor","104325","1032075057" +"Carhué","Carhue","-37.1829","-62.7333","Argentina","AR","ARG","Buenos Aires","minor","7190","1032595269" +"Olavarría","Olavarria","-36.9000","-60.3300","Argentina","AR","ARG","Buenos Aires","minor","86320","1032373353" +"Rafaela","Rafaela","-31.2500","-61.5000","Argentina","AR","ARG","Santa Fe","minor","88713","1032181625" +"San Justo","San Justo","-30.7829","-60.5833","Argentina","AR","ARG","Santa Fe","minor","9607","1032734419" +"Rosario","Rosario","-32.9511","-60.6663","Argentina","AR","ARG","Santa Fe","minor","1203000","1032770677" +"Villa Constitución","Villa Constitucion","-33.2300","-60.3500","Argentina","AR","ARG","Santa Fe","minor","44271","1032793574" +"Bahía Blanca","Bahia Blanca","-38.7400","-62.2650","Argentina","AR","ARG","Buenos Aires","minor","281536","1032795766" +"Punta Alta","Punta Alta","-38.8800","-62.0800","Argentina","AR","ARG","Buenos Aires","minor","57209","1032629961" +"Tres Arroyos","Tres Arroyos","-38.3700","-60.2699","Argentina","AR","ARG","Buenos Aires","minor","47136","1032291724" +"Necochea","Necochea","-38.5600","-58.7500","Argentina","AR","ARG","Buenos Aires","minor","80478","1032624527" +"Buenos Aires","Buenos Aires","-34.6025","-58.3975","Argentina","AR","ARG","Buenos Aires, Ciudad Autónoma de","primary","12795000","1032717330" +"Eisenstadt","Eisenstadt","47.8333","16.5333","Austria","AT","AUT","Burgenland","admin","13165","1040751740" +"Innsbruck","Innsbruck","47.2804","11.4100","Austria","AT","AUT","Tirol","admin","155214","1040038924" +"Bregenz","Bregenz","47.5167","9.7667","Austria","AT","AUT","Vorarlberg","admin","26928","1040174258" +"Salzburg","Salzburg","47.8105","13.0400","Austria","AT","AUT","Salzburg","admin","206279","1040312147" +"Linz","Linz","48.3192","14.2888","Austria","AT","AUT","Oberösterreich","admin","349161","1040261171" +"Wiener Neustadt","Wiener Neustadt","47.8160","16.2500","Austria","AT","AUT","Niederösterreich","minor","82762","1040389518" +"Sankt Pölten","Sankt Polten","48.2000","15.6333","Austria","AT","AUT","Niederösterreich","admin","","1040313109" +"Graz","Graz","47.0778","15.4100","Austria","AT","AUT","Steiermark","admin","263234","1040184559" +"Klagenfurt","Klagenfurt","46.6203","14.3100","Austria","AT","AUT","Kärnten","admin","90610","1040149651" +"Vienna","Vienna","48.2000","16.3666","Austria","AT","AUT","Wien","primary","2400000","1040261752" +"Kingoonya","Kingoonya","-30.8996","135.3000","Australia","AU","AUS","South Australia","","50","1036942792" +"Port Denison","Port Denison","-29.2828","114.9166","Australia","AU","AUS","Western Australia","","1213","1036873405" +"Cairns","Cairns","-16.8878","145.7633","Australia","AU","AUS","Queensland","","154225","1036016939" +"Kwinana","Kwinana","-32.2394","115.7702","Australia","AU","AUS","Western Australia","","20086","1036753478" +"Cranbourne","Cranbourne","-38.0996","145.2834","Australia","AU","AUS","Victoria","","460491","1036639986" +"Port Hedland","Port Hedland","-20.3104","118.6060","Australia","AU","AUS","Western Australia","","14288","1036509606" +"Port Lincoln","Port Lincoln","-34.7332","135.8666","Australia","AU","AUS","South Australia","","13630","1036558150" +"Port Macquarie","Port Macquarie","-31.4450","152.9187","Australia","AU","AUS","New South Wales","","48547","1036051032" +"Port Pirie","Port Pirie","-33.1911","137.9900","Australia","AU","AUS","South Australia","","12506","1036571606" +"Portland","Portland","-38.3400","141.5900","Australia","AU","AUS","Victoria","","11808","1036439594" +"Proserpine","Proserpine","-20.4162","148.5835","Australia","AU","AUS","Queensland","","3976","1036150859" +"Busselton","Busselton","-33.6564","115.3487","Australia","AU","AUS","Western Australia","","10214","1036911902" +"Caboolture","Caboolture","-27.0830","152.9500","Australia","AU","AUS","Queensland","","31513","1036273434" +"Cooma","Cooma","-36.2396","149.1200","Australia","AU","AUS","New South Wales","","6520","1036070931" +"Streaky Bay","Streaky Bay","-32.8119","134.2149","Australia","AU","AUS","South Australia","","1060","1036134944" +"Sunbury","Sunbury","-37.5696","144.7100","Australia","AU","AUS","Victoria","","29925","1036519781" +"Sydney","Sydney","-33.9200","151.1852","Australia","AU","AUS","New South Wales","admin","4630000","1036074917" +"Karumba","Karumba","-17.4833","140.8334","Australia","AU","AUS","Queensland","","173","1036926106" +"Esperance","Esperance","-33.8573","121.8889","Australia","AU","AUS","Western Australia","","7888","1036299314" +"Exmouth","Exmouth","-21.9311","114.1233","Australia","AU","AUS","Western Australia","","1085","1036006022" +"Forbes","Forbes","-33.3896","148.0200","Australia","AU","AUS","New South Wales","","4838","1036523834" +"Morawa","Morawa","-29.2163","116.0000","Australia","AU","AUS","Western Australia","","259","1036194388" +"Moree","Moree","-29.4699","149.8301","Australia","AU","AUS","New South Wales","","8203","1036377829" +"Katherine","Katherine","-14.4666","132.2666","Australia","AU","AUS","Northern Territory","","10141","1036323110" +"Katoomba","Katoomba","-33.7069","150.3200","Australia","AU","AUS","New South Wales","","22076","1036674004" +"Launceston","Launceston","-41.4498","147.1302","Australia","AU","AUS","Tasmania","","72458","1036170383" +"Laverton","Laverton","-28.6270","122.4040","Australia","AU","AUS","Western Australia","","316","1036624366" +"Leeton","Leeton","-34.5449","146.3973","Australia","AU","AUS","New South Wales","","7299","1036102538" +"Leonara","Leonara","-28.8815","121.3280","Australia","AU","AUS","Western Australia","","227","1036140404" +"Seymour","Seymour","-37.0342","145.1273","Australia","AU","AUS","Victoria","","3693","1036919223" +"Singleton","Singleton","-32.5695","151.1600","Australia","AU","AUS","New South Wales","","13813","1036947514" +"Newcastle","Newcastle","-32.8453","151.8150","Australia","AU","AUS","New South Wales","","1134616","1036468001" +"Norseman","Norseman","-32.2000","121.7666","Australia","AU","AUS","Western Australia","","1004","1036257263" +"Batemans Bay","Batemans Bay","-35.6896","150.2073","Australia","AU","AUS","New South Wales","","10557","1036272805" +"Bathurst","Bathurst","-33.4196","149.5700","Australia","AU","AUS","New South Wales","","6111","1036446465" +"Griffith","Griffith","-34.2900","146.0400","Australia","AU","AUS","New South Wales","","15455","1036563313" +"Whyalla","Whyalla","-33.0250","137.5614","Australia","AU","AUS","South Australia","","22559","1036961366" +"Wilcannia","Wilcannia","-31.5662","143.3833","Australia","AU","AUS","New South Wales","","442","1036134474" +"Katanning","Katanning","-33.6996","117.5501","Australia","AU","AUS","Western Australia","","3934","1036411379" +"Bongaree","Bongaree","-27.0787","153.1509","Australia","AU","AUS","Queensland","","13649","1036269345" +"Bordertown","Bordertown","-36.3162","140.7666","Australia","AU","AUS","South Australia","","2583","1036115980" +"Boulia","Boulia","-22.8996","139.9000","Australia","AU","AUS","Queensland","","600","1036512474" +"Bourke","Bourke","-30.1000","145.9333","Australia","AU","AUS","New South Wales","","2475","1036074667" +"Mackay","Mackay","-21.1439","149.1500","Australia","AU","AUS","Queensland","","75922","1036507374" +"Southern Cross","Southern Cross","-31.2161","119.3167","Australia","AU","AUS","Western Australia","","187","1036931490" +"Ulladulla","Ulladulla","-35.3495","150.4700","Australia","AU","AUS","New South Wales","","9250","1036687220" +"Victor Harbor","Victor Harbor","-35.5596","138.6173","Australia","AU","AUS","South Australia","","7760","1036536547" +"Andamooka","Andamooka","-30.4310","137.1656","Australia","AU","AUS","South Australia","","528","1036260794" +"Hervey Bay","Hervey Bay","-25.2887","152.8409","Australia","AU","AUS","Queensland","","25114","1036833938" +"Gunnedah","Gunnedah","-30.9870","150.2623","Australia","AU","AUS","New South Wales","","7148","1036500021" +"Gympie","Gympie","-26.1886","152.6709","Australia","AU","AUS","Queensland","","11649","1036391013" +"Halls Creek","Halls Creek","-18.2667","127.7667","Australia","AU","AUS","Western Australia","","1209","1036444511" +"Hamilton","Hamilton","-37.7312","142.0234","Australia","AU","AUS","Victoria","","8869","1036699883" +"Winton","Winton","-22.3996","143.0333","Australia","AU","AUS","Queensland","","1157","1036031036" +"Mudgee","Mudgee","-32.5896","149.5801","Australia","AU","AUS","New South Wales","","5391","1036213564" +"Ivanhoe","Ivanhoe","-32.8996","144.3000","Australia","AU","AUS","New South Wales","","265","1036571526" +"Pannawonica","Pannawonica","-21.6366","116.3250","Australia","AU","AUS","Western Australia","","686","1036914573" +"Dubbo","Dubbo","-32.2600","148.5973","Australia","AU","AUS","New South Wales","","31574","1036855042" +"Tom Price","Tom Price","-22.6935","117.7931","Australia","AU","AUS","Western Australia","","2723","1036464109" +"Parkes","Parkes","-33.1296","148.1700","Australia","AU","AUS","New South Wales","","11137","1036977270" +"Sale","Sale","-38.1096","147.0600","Australia","AU","AUS","Victoria","","22486","1036960753" +"Bendigo","Bendigo","-36.7600","144.2800","Australia","AU","AUS","Victoria","","81657","1036537913" +"Berri","Berri","-34.2829","140.6000","Australia","AU","AUS","South Australia","","4716","1036554717" +"Adelaide","Adelaide","-34.9350","138.6000","Australia","AU","AUS","South Australia","admin","1145000","1036538171" +"Adelaide River","Adelaide River","-13.2495","131.1000","Australia","AU","AUS","Northern Territory","","237","1036136750" +"Albany","Albany","-35.0169","117.8916","Australia","AU","AUS","Western Australia","","26445","1036047365" +"Burketown","Burketown","-17.7161","139.5666","Australia","AU","AUS","Queensland","","200","1036956849" +"Burnie","Burnie","-41.0666","145.9167","Australia","AU","AUS","Tasmania","","19972","1036394657" +"Penola","Penola","-37.3830","140.8167","Australia","AU","AUS","South Australia","","1514","1036121853" +"Perth","Perth","-31.9550","115.8400","Australia","AU","AUS","Western Australia","admin","1532000","1036178956" +"Peterborough","Peterborough","-32.9662","138.8333","Australia","AU","AUS","South Australia","","1689","1036104272" +"Scone","Scone","-32.0796","150.8501","Australia","AU","AUS","New South Wales","","4624","1036918224" +"Scottsdale","Scottsdale","-41.1495","147.5167","Australia","AU","AUS","Tasmania","","2468","1036807079" +"Narrabri","Narrabri","-30.3319","149.7874","Australia","AU","AUS","New South Wales","","7082","1036714493" +"Narrogin","Narrogin","-32.9329","117.1666","Australia","AU","AUS","Western Australia","","4238","1036221961" +"Townsville","Townsville","-19.2500","146.7700","Australia","AU","AUS","Queensland","","138954","1036500020" +"Traralgon","Traralgon","-38.1996","146.5300","Australia","AU","AUS","Victoria","","18226","1036938861" +"Central Coast","Central Coast","-33.4200","151.3000","Australia","AU","AUS","New South Wales","","3026","1036067845" +"Broome","Broome","-17.9618","122.2308","Australia","AU","AUS","Western Australia","","13218","1036047905" +"Bunbury","Bunbury","-33.3443","115.6502","Australia","AU","AUS","Western Australia","","26998","1036561011" +"Wyndham","Wyndham","-15.3740","128.3601","Australia","AU","AUS","Western Australia","","800","1036474435" +"Yamba","Yamba","-29.4230","153.3533","Australia","AU","AUS","New South Wales","","1806","1036259324" +"Tumby Bay","Tumby Bay","-34.3829","136.0833","Australia","AU","AUS","South Australia","","1791","1036529327" +"Forster-Tuncurry","Forster-Tuncurry","-32.1931","152.5266","Australia","AU","AUS","New South Wales","","17591","1036846186" +"Bundaberg","Bundaberg","-24.8791","152.3509","Australia","AU","AUS","Queensland","","52472","1036377333" +"Yulara","Yulara","-25.2405","130.9889","Australia","AU","AUS","Northern Territory","","930","1036245584" +"Richmond","Richmond","-33.5995","150.7400","Australia","AU","AUS","New South Wales","","13880","1036934091" +"Richmond","Richmond","-20.7163","143.1333","Australia","AU","AUS","Queensland","","296","1036156498" +"Rockhampton","Rockhampton","-23.3639","150.5200","Australia","AU","AUS","Queensland","","65850","1036768986" +"Roebourne","Roebourne","-20.7829","117.1333","Australia","AU","AUS","Western Australia","","19260","1036752479" +"Roma","Roma","-26.5594","148.7907","Australia","AU","AUS","Queensland","","5496","1036698836" +"Cloncurry","Cloncurry","-20.7000","140.5000","Australia","AU","AUS","Queensland","","1202","1036672657" +"Cobram","Cobram","-35.9196","145.6500","Australia","AU","AUS","Victoria","","4659","1036438159" +"Coffs Harbour","Coffs Harbour","-30.3071","153.1123","Australia","AU","AUS","New South Wales","","62978","1036320442" +"Colac","Colac","-38.3395","143.5800","Australia","AU","AUS","Victoria","","9089","1036633113" +"Alice Springs","Alice Springs","-23.7010","133.8800","Australia","AU","AUS","Northern Territory","","27710","1036830397" +"Ararat","Ararat","-37.2795","142.9100","Australia","AU","AUS","Victoria","","6110","1036674088" +"Carnarvon","Carnarvon","-24.8998","113.6501","Australia","AU","AUS","Western Australia","","7392","1036344209" +"Ceduna","Ceduna","-32.0991","133.6623","Australia","AU","AUS","South Australia","","1586","1036725988" +"Charleville","Charleville","-26.4000","146.2500","Australia","AU","AUS","Queensland","","1900","1036575498" +"Charters Towers","Charters Towers","-20.0809","146.2587","Australia","AU","AUS","Queensland","","9573","1036733088" +"Kalbarri","Kalbarri","-27.6662","114.1667","Australia","AU","AUS","Western Australia","","1537","1036429141" +"Kununurra","Kununurra","-15.7666","128.7333","Australia","AU","AUS","Western Australia","","5679","1036556231" +"Dalby","Dalby","-27.1939","151.2657","Australia","AU","AUS","Queensland","","9847","1036053707" +"Lithgow","Lithgow","-33.4961","150.1528","Australia","AU","AUS","New South Wales","","11128","1036591538" +"Manjimup","Manjimup","-34.2333","116.1500","Australia","AU","AUS","Western Australia","","4240","1036022434" +"Maitland","Maitland","-32.7210","151.5550","Australia","AU","AUS","New South Wales","","18625","1036034945" +"Mandurah","Mandurah","-32.5235","115.7471","Australia","AU","AUS","Western Australia","","73356","1036773118" +"Karratha","Karratha","-20.7304","116.8700","Australia","AU","AUS","Western Australia","","16796","1036951388" +"Gawler","Gawler","-34.6074","138.7264","Australia","AU","AUS","South Australia","","16362","1036309493" +"Geelong","Geelong","-38.1675","144.3956","Australia","AU","AUS","Victoria","","160991","1036870987" +"Georgetown","Georgetown","-18.3000","143.5333","Australia","AU","AUS","Queensland","","818","1036412066" +"Geraldton","Geraldton","-28.7666","114.6000","Australia","AU","AUS","Western Australia","","27258","1036811875" +"Maryborough","Maryborough","-37.0496","143.7300","Australia","AU","AUS","Victoria","","7046","1036781601" +"Maryborough","Maryborough","-25.5491","152.7209","Australia","AU","AUS","Queensland","","20678","1036205623" +"McMinns Lagoon","McMinns Lagoon","-12.5329","131.0500","Australia","AU","AUS","Northern Territory","","5025","1036673821" +"Toowoomba","Toowoomba","-27.5645","151.9555","Australia","AU","AUS","Queensland","","92800","1036765315" +"Onslow","Onslow","-21.6576","115.0963","Australia","AU","AUS","Western Australia","","573","1036255184" +"Orange","Orange","-33.2800","149.1000","Australia","AU","AUS","New South Wales","","39329","1036760396" +"Stawell","Stawell","-37.0596","142.7600","Australia","AU","AUS","Victoria","","6991","1036073093" +"Echuca","Echuca","-36.1296","144.7500","Australia","AU","AUS","Victoria","","19457","1036292989" +"Eidsvold","Eidsvold","-25.3662","151.1333","Australia","AU","AUS","Queensland","","459","1036235197" +"Emerald","Emerald","-23.5122","148.1673","Australia","AU","AUS","Queensland","","9398","1036124660" +"Tamworth","Tamworth","-31.1026","150.9171","Australia","AU","AUS","New South Wales","","38551","1036233388" +"Taree","Taree","-31.8976","152.4618","Australia","AU","AUS","New South Wales","","44182","1036855717" +"Ballarat","Ballarat","-37.5596","143.8400","Australia","AU","AUS","Victoria","","85109","1036567186" +"Ballina","Ballina","-28.8614","153.5680","Australia","AU","AUS","New South Wales","","14242","1036040102" +"Barcaldine","Barcaldine","-23.5662","145.2834","Australia","AU","AUS","Queensland","","1068","1036284609" +"Mount Barker","Mount Barker","-34.6328","117.6666","Australia","AU","AUS","Western Australia","","1781","1036651498" +"Mount Gambier","Mount Gambier","-37.8313","140.7650","Australia","AU","AUS","South Australia","","23209","1036932780" +"Mount Isa","Mount Isa","-20.7239","139.4900","Australia","AU","AUS","Queensland","","33200","1036386100" +"Mount Magnet","Mount Magnet","-28.0662","117.8167","Australia","AU","AUS","Western Australia","","424","1036327720" +"Kempsey","Kempsey","-31.0874","152.8220","Australia","AU","AUS","New South Wales","","11840","1036897003" +"Queanbeyan","Queanbeyan","-35.3546","149.2113","Australia","AU","AUS","New South Wales","","32602","1036846465" +"Queenstown","Queenstown","-42.0829","145.5500","Australia","AU","AUS","Tasmania","","2352","1036082142" +"Quilpie","Quilpie","-26.6166","144.2500","Australia","AU","AUS","Queensland","","560","1036696232" +"Ravensthorpe","Ravensthorpe","-33.5829","120.0333","Australia","AU","AUS","Western Australia","","1101","1036878618" +"Warrnambool","Warrnambool","-38.3800","142.4700","Australia","AU","AUS","Victoria","","29928","1036291219" +"Warwick","Warwick","-28.2292","152.0203","Australia","AU","AUS","Queensland","","12347","1036412726" +"Weipa","Weipa","-12.6666","141.8666","Australia","AU","AUS","Queensland","","2830","1036501067" +"Ouyen","Ouyen","-35.0662","142.3167","Australia","AU","AUS","Victoria","","1400","1036764173" +"Wollongong","Wollongong","-34.4154","150.8900","Australia","AU","AUS","New South Wales","","260914","1036502269" +"Wonthaggi","Wonthaggi","-38.6095","145.5900","Australia","AU","AUS","Victoria","","5985","1036415078" +"Kiama","Kiama","-34.7096","150.8400","Australia","AU","AUS","New South Wales","","10379","1036754695" +"Kimba","Kimba","-33.1496","136.4334","Australia","AU","AUS","South Australia","","636","1036035341" +"Kingaroy","Kingaroy","-26.5390","151.8406","Australia","AU","AUS","Queensland","","8573","1036463308" +"Pine Creek","Pine Creek","-13.8162","131.8167","Australia","AU","AUS","Northern Territory","","665","1036858004" +"Hobart","Hobart","-42.8500","147.2950","Australia","AU","AUS","Tasmania","admin","80870","1036679838" +"Darwin","Darwin","-12.4254","130.8500","Australia","AU","AUS","Northern Territory","admin","93080","1036497565" +"Gingin","Gingin","-31.3496","115.9000","Australia","AU","AUS","Western Australia","","1446","1036686561" +"Meekatharra","Meekatharra","-26.6000","118.4833","Australia","AU","AUS","Western Australia","","654","1036608457" +"Melbourne","Melbourne","-37.8200","144.9750","Australia","AU","AUS","Victoria","admin","4170000","1036533631" +"Woomera","Woomera","-31.1496","136.8000","Australia","AU","AUS","South Australia","","450","1036392822" +"Moranbah","Moranbah","-22.0016","148.0380","Australia","AU","AUS","Queensland","","10000","1036916453" +"Port Augusta","Port Augusta","-32.4900","137.7700","Australia","AU","AUS","South Australia","","13897","1036945368" +"Port Douglas","Port Douglas","-16.4846","145.4587","Australia","AU","AUS","Queensland","","3000","1036053723" +"Gladstone","Gladstone","-23.8533","151.2467","Australia","AU","AUS","Queensland","","30489","1036070755" +"Gold Coast","Gold Coast","-28.0815","153.4482","Australia","AU","AUS","Queensland","","527660","1036153217" +"Horsham","Horsham","-36.7096","142.1900","Australia","AU","AUS","Victoria","","12830","1036654340" +"Hughenden","Hughenden","-20.8500","144.2000","Australia","AU","AUS","Queensland","","421","1036738932" +"Northam","Northam","-31.6566","116.6534","Australia","AU","AUS","Western Australia","","5855","1036868267" +"Nowra","Nowra","-34.8828","150.6000","Australia","AU","AUS","New South Wales","","94781","1036984536" +"Shepparton","Shepparton","-36.3746","145.3914","Australia","AU","AUS","Victoria","","33550","1036030548" +"Yeppoon","Yeppoon","-23.1329","150.7567","Australia","AU","AUS","Queensland","","10769","1036180170" +"Young","Young","-34.3096","148.2900","Australia","AU","AUS","New South Wales","","7501","1036073044" +"Caloundra","Caloundra","-26.8000","153.1333","Australia","AU","AUS","Queensland","","38706","1036266942" +"Ingham","Ingham","-18.6496","146.1666","Australia","AU","AUS","Queensland","","6127","1036238542" +"Innisfail","Innisfail","-17.5313","146.0387","Australia","AU","AUS","Queensland","","10143","1036930229" +"Inverell","Inverell","-29.7668","151.1126","Australia","AU","AUS","New South Wales","","8561","1036652902" +"Kingston","Kingston","-42.9911","147.3084","Australia","AU","AUS","Tasmania","","14371","1036297213" +"Kingston South East","Kingston South East","-36.8328","139.8501","Australia","AU","AUS","South Australia","","206","1036261175" +"Clare","Clare","-33.8329","138.6000","Australia","AU","AUS","South Australia","","3061","1036842122" +"Bowen","Bowen","-20.0013","148.2087","Australia","AU","AUS","Queensland","","10983","1036979225" +"Melton","Melton","-37.6895","144.5700","Australia","AU","AUS","Victoria","","32368","1036007778" +"Meningie","Meningie","-35.6995","139.3333","Australia","AU","AUS","South Australia","","1501","1036445634" +"Merimbula","Merimbula","-36.8996","149.9000","Australia","AU","AUS","New South Wales","","6367","1036933197" +"Merredin","Merredin","-31.4828","118.2667","Australia","AU","AUS","Western Australia","","2668","1036578320" +"Mildura","Mildura","-34.1850","142.1514","Australia","AU","AUS","Victoria","","47867","1036624348" +"Thargomindah","Thargomindah","-28.0000","143.8167","Australia","AU","AUS","Queensland","","203","1036793708" +"Theodore","Theodore","-24.9495","150.0833","Australia","AU","AUS","Queensland","","246","1036423364" +"Three Springs","Three Springs","-29.5333","115.7500","Australia","AU","AUS","Western Australia","","190","1036669084" +"Oatlands","Oatlands","-42.2996","147.3666","Australia","AU","AUS","Tasmania","","1157","1036926323" +"Wagin","Wagin","-33.2996","117.3500","Australia","AU","AUS","Western Australia","","1598","1036851354" +"Armidale","Armidale","-30.5123","151.6675","Australia","AU","AUS","New South Wales","","22673","1036975829" +"Atherton","Atherton","-17.2703","145.4694","Australia","AU","AUS","Queensland","","6959","1036456869" +"Ayr","Ayr","-19.5702","147.3995","Australia","AU","AUS","Queensland","","9078","1036228772" +"Bairnsdale","Bairnsdale","-37.8296","147.6100","Australia","AU","AUS","Victoria","","11005","1036432237" +"Camooweal","Camooweal","-19.9167","138.1167","Australia","AU","AUS","Queensland","","187","1036815011" +"Canberra","Canberra","-35.2830","149.1290","Australia","AU","AUS","Australian Capital Territory","primary","327700","1036142029" +"Longreach","Longreach","-23.4496","144.2500","Australia","AU","AUS","Queensland","","2894","1036622618" +"Brisbane","Brisbane","-27.4550","153.0351","Australia","AU","AUS","Queensland","admin","1860000","1036192929" +"Devonport","Devonport","-41.1927","146.3311","Australia","AU","AUS","Tasmania","","19317","1036033175" +"Wallaroo","Wallaroo","-33.9329","137.6333","Australia","AU","AUS","South Australia","","2779","1036743246" +"Wangaratta","Wangaratta","-36.3600","146.3000","Australia","AU","AUS","Victoria","","14022","1036395326" +"Cowell","Cowell","-33.6829","136.9166","Australia","AU","AUS","South Australia","","537","1036921929" +"Cowra","Cowra","-33.8296","148.6800","Australia","AU","AUS","New South Wales","","6795","1036204877" +"Goondiwindi","Goondiwindi","-28.5548","150.3253","Australia","AU","AUS","Queensland","","4251","1036452066" +"Goulburn","Goulburn","-34.7496","149.7102","Australia","AU","AUS","New South Wales","","20940","1036347537" +"Grafton","Grafton","-29.7120","152.9377","Australia","AU","AUS","New South Wales","","9955","1036615468" +"Murray Bridge","Murray Bridge","-35.1296","139.2600","Australia","AU","AUS","South Australia","","18194","1036345943" +"Muswellbrook","Muswellbrook","-32.2696","150.8900","Australia","AU","AUS","New South Wales","","11630","1036253543" +"Windorah","Windorah","-25.4332","142.6502","Australia","AU","AUS","Queensland","","158","1036272226" +"Bedourie","Bedourie","-24.3496","139.4666","Australia","AU","AUS","Queensland","","142","1036680924" +"Newman","Newman","-23.3666","119.7333","Australia","AU","AUS","Western Australia","","5138","1036587511" +"Birdsville","Birdsville","-25.8996","139.3666","Australia","AU","AUS","Queensland","","283","1036830335" +"Kalgoorlie","Kalgoorlie","-30.7354","121.4600","Australia","AU","AUS","Western Australia","","36852","1036087904" +"Biloela","Biloela","-24.3936","150.4961","Australia","AU","AUS","Queensland","","6309","1036014905" +"Smithton","Smithton","-40.8329","145.1167","Australia","AU","AUS","Tasmania","","4202","1036207188" +"Bicheno","Bicheno","-41.8784","148.2886","Australia","AU","AUS","Tasmania","","177","1036189642" +"Deniliquin","Deniliquin","-35.5296","144.9500","Australia","AU","AUS","New South Wales","","8024","1036325219" +"Broken Hill","Broken Hill","-31.9500","141.4331","Australia","AU","AUS","New South Wales","","17395","1036216956" +"Swan Hill","Swan Hill","-35.3396","143.5400","Australia","AU","AUS","Victoria","","9276","1036220501" +"Albury","Albury","-36.0600","146.9200","Australia","AU","AUS","New South Wales","","104258","1036076542" +"Wagga Wagga","Wagga Wagga","-35.1222","147.3400","Australia","AU","AUS","New South Wales","","55381","1036273188" +"Tumut","Tumut","-35.3096","148.2200","Australia","AU","AUS","New South Wales","","6526","1036777587" +"Lismore","Lismore","-28.8167","153.2931","Australia","AU","AUS","New South Wales","","31430","1036024174" +"Byron Bay","Byron Bay","-28.6565","153.6129","Australia","AU","AUS","New South Wales","","6764","1036606974" +"Tweed Heads","Tweed Heads","-28.1826","153.5466","Australia","AU","AUS","New South Wales","","33065","1036571941" +"Oranjestad","Oranjestad","12.5304","-70.0290","Aruba","AW","ABW","","primary","68775","1533513057" +"Baku","Baku","40.3953","49.8622","Azerbaijan","AZ","AZE","Bakı","primary","2122300","1031946365" +"Goranboy","Goranboy","40.6103","46.7897","Azerbaijan","AZ","AZE","Goranboy","admin","7333","1031383465" +"Saki","Saki","41.1923","47.1705","Azerbaijan","AZ","AZE","Şəki","admin","64968","1031619846" +"Füzuli","Fuzuli","39.6009","47.1453","Azerbaijan","AZ","AZE","Füzuli","admin","","1031872322" +"Lankaran","Lankaran","38.7540","48.8511","Azerbaijan","AZ","AZE","Lənkəran","admin","60180","1031218031" +"Xocalı","Xocali","39.9130","46.7903","Azerbaijan","AZ","AZE","Xocalı","admin","","1031237556" +"Ağdam","Agdam","39.9910","46.9274","Azerbaijan","AZ","AZE","Ağdam","admin","","1031176858" +"Astara","Astara","38.4560","48.8750","Azerbaijan","AZ","AZE","Astara","admin","","1031376971" +"Cəbrayıl","Cabrayil","39.3992","47.0283","Azerbaijan","AZ","AZE","Cəbrayıl","admin","","1031379235" +"Beyləqan","Beylaqan","39.7756","47.6186","Azerbaijan","AZ","AZE","Beyləqan","admin","","1031681050" +"Masallı","Masalli","39.0278","48.6703","Azerbaijan","AZ","AZE","Masallı","admin","","1031126416" +"Biləsuvar","Bilasuvar","39.4583","48.5450","Azerbaijan","AZ","AZE","Biləsuvar","admin","","1031149283" +"Cəlilabad","Calilabad","39.2096","48.4919","Azerbaijan","AZ","AZE","Cəlilabad","admin","","1031242117" +"Dəvəçi","Davaci","41.2012","48.9871","Azerbaijan","AZ","AZE","Şabran","admin","","1031053363" +"Ağsu","Agsu","40.5692","48.3965","Azerbaijan","AZ","AZE","Ağsu","admin","","1031748204" +"Yevlax","Yevlax","40.6172","47.1500","Azerbaijan","AZ","AZE","Yevlax","admin","53716","1031581655" +"Mingəçevir","Mingacevir","40.7639","47.0595","Azerbaijan","AZ","AZE","Mingəçevir","admin","","1031509213" +"Ganca","Ganca","40.6850","46.3500","Azerbaijan","AZ","AZE","Gəncə","admin","303268","1031197327" +"Sumqayt","Sumqayt","40.5800","49.6300","Azerbaijan","AZ","AZE","Sumqayıt","admin","279159","1031630283" +"Xaçmaz","Xacmaz","41.4643","48.8057","Azerbaijan","AZ","AZE","Xaçmaz","admin","","1031335433" +"İmişli","Imisli","39.8724","48.0649","Azerbaijan","AZ","AZE","İmişli","admin","","1031686599" +"Saatlı","Saatli","39.9321","48.3689","Azerbaijan","AZ","AZE","Saatlı","admin","","1031713436" +"Laçın","Lacin","39.6434","46.5462","Azerbaijan","AZ","AZE","Laçın","admin","","1031245091" +"Şərur","Sarur","39.5544","44.9826","Azerbaijan","AZ","AZE","Şərur","admin","","1031386825" +"Qubadlı","Qubadli","39.3444","46.5818","Azerbaijan","AZ","AZE","Qubadlı","admin","","1031526251" +"Heydərabad","Heydarabad","39.7229","44.8485","Azerbaijan","AZ","AZE","Sədərək","admin","","1031540160" +"Yardımlı","Yardimli","38.9077","48.2405","Azerbaijan","AZ","AZE","Yardımlı","admin","","1031745676" +"Şahbuz","Sahbuz","39.4072","45.5739","Azerbaijan","AZ","AZE","Şahbuz","admin","","1031323095" +"Qıvraq","Qivraq","39.3994","45.1151","Azerbaijan","AZ","AZE","Kəngərli","admin","","1031050255" +"Ordubad","Ordubad","38.9096","46.0227","Azerbaijan","AZ","AZE","Ordubad","admin","","1031853196" +"Goycay","Goycay","40.6534","47.7406","Azerbaijan","AZ","AZE","Göyçay","admin","35348","1031227222" +"Ağdaş","Agdas","40.6470","47.4738","Azerbaijan","AZ","AZE","Ağdaş","admin","","1031916654" +"Naftalan","Naftalan","40.5082","46.8203","Azerbaijan","AZ","AZE","Naftalan","admin","","1031441683" +"Naxcivan","Naxcivan","39.2092","45.4122","Azerbaijan","AZ","AZE","Naxçıvan","admin","94788","1031943755" +"Göygöl","Goygol","40.5858","46.3189","Azerbaijan","AZ","AZE","Göygöl","admin","","1031823379" +"Hacıqabul","Haciqabul","40.0387","48.9429","Azerbaijan","AZ","AZE","Hacıqabul","admin","","1031015845" +"Kürdəmir","Kurdamir","40.3453","48.1508","Azerbaijan","AZ","AZE","Kürdəmir","admin","","1031160110" +"Qobustan","Qobustan","40.5336","48.9282","Azerbaijan","AZ","AZE","Qobustan","admin","","1031385198" +"Bərdə","Barda","40.3758","47.1262","Azerbaijan","AZ","AZE","Bərdə","admin","","1031495701" +"Lerik","Lerik","38.7739","48.4150","Azerbaijan","AZ","AZE","Lerik","admin","","1031887331" +"Stepanakert","Stepanakert","39.8156","46.7520","Azerbaijan","AZ","AZE","Xankəndi","","57473","1031053512" +"Şuşa","Susa","39.7601","46.7499","Azerbaijan","AZ","AZE","Şuşa","admin","","1031808614" +"Daşkəsən","Daskasan","40.5239","46.0819","Azerbaijan","AZ","AZE","Daşkəsən","admin","","1031479797" 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+"Şəmkir","Samkir","40.8297","46.0178","Azerbaijan","AZ","AZE","Şəmkir","admin","","1031776445" +"Zaqatala","Zaqatala","41.6316","46.6448","Azerbaijan","AZ","AZE","Zaqatala","admin","","1031500858" +"Qabala","Qabala","40.9814","47.8458","Azerbaijan","AZ","AZE","","","11867","1031242200" +"Kapan","Kapan","39.2015","46.4150","Azerbaijan","AZ","AZE","Qubadlı","","42288","1031867232" +"Zəngilan","Zangilan","39.0837","46.6599","Azerbaijan","AZ","AZE","Zəngilan","admin","","1031045218" +"Tərtər","Tartar","40.3420","46.9316","Azerbaijan","AZ","AZE","Tərtər","admin","","1031622673" +"Siyəzən","Siyazan","41.0781","49.1156","Azerbaijan","AZ","AZE","Siyəzən","admin","","1031277547" +"Zərdab","Zardab","40.2182","47.7103","Azerbaijan","AZ","AZE","Zərdab","admin","","1031852579" +"Xızı","Xizi","40.9085","49.0748","Azerbaijan","AZ","AZE","Xızı","admin","","1031409125" +"Ucar","Ucar","40.5121","47.6519","Azerbaijan","AZ","AZE","Ucar","admin","","1031822434" +"Xocavənd","Xocavand","39.7950","47.1117","Azerbaijan","AZ","AZE","Xocavənd","admin","","1031454735" +"Sarajevo","Sarajevo","43.8500","18.3830","Bosnia And Herzegovina","BA","BIH","Bosnia and Herzegovina, Federation of","primary","696731","1070966777" +"Banja Luka","Banja Luka","44.7804","17.1800","Bosnia And Herzegovina","BA","BIH","Srpska, Republika","admin","221738","1070859064" +"Brčko","Brcko","44.8700","18.8101","Bosnia And Herzegovina","BA","BIH","Brcko District","admin","","1070370826" +"Tuzla","Tuzla","44.5505","18.6800","Bosnia And Herzegovina","BA","BIH","Bosnia and Herzegovina, Federation of","minor","144334","1070117835" +"Zenica","Zenica","44.2200","17.9200","Bosnia And Herzegovina","BA","BIH","Bosnia and Herzegovina, Federation of","minor","164423","1070047832" +"Mostar","Mostar","43.3505","17.8200","Bosnia And Herzegovina","BA","BIH","Bosnia and Herzegovina, Federation of","minor","163067","1070000220" +"Prijedor","Prijedor","44.9804","16.7000","Bosnia And Herzegovina","BA","BIH","Srpska, Republika","minor","104858","1070565353" +"Bridgetown","Bridgetown","13.1020","-59.6165","Barbados","BB","BRB","Saint Michael","primary","191152","1052274244" +"Dhaka","Dhaka","23.7231","90.4086","Bangladesh","BD","BGD","Dhaka","primary","12797394","1050529279" +"Narayanganj","Narayanganj","23.6204","90.5000","Bangladesh","BD","BGD","Dhaka","","223622","1050424421" +"Khulna","Khulna","22.8400","89.5600","Bangladesh","BD","BGD","Khulna","admin","1553000","1050667339" +"Jessore","Jessore","23.1704","89.2000","Bangladesh","BD","BGD","Khulna","","243987","1050244487" +"Sylhet","Sylhet","24.9036","91.8736","Bangladesh","BD","BGD","Sylhet","admin","237000","1050646703" +"Chittagong","Chittagong","22.3300","91.8000","Bangladesh","BD","BGD","Chittagong","admin","4529000","1050830722" +"Barisal","Barisal","22.7004","90.3750","Bangladesh","BD","BGD","Barisāl","admin","202242","1050297281" +"Comilla","Comilla","23.4704","91.1700","Bangladesh","BD","BGD","Chittagong","","389411","1050609330" +"Rajshahi","Rajshahi","24.3750","88.6050","Bangladesh","BD","BGD","Rājshāhi","admin","810000","1050547831" +"Pabna","Pabna","24.0004","89.2500","Bangladesh","BD","BGD","","","137888","1050424286" +"Saidpur","Saidpur","25.8004","89.0000","Bangladesh","BD","BGD","Rangpur","","232209","1050512022" +"Tangail","Tangail","24.2500","89.9200","Bangladesh","BD","BGD","Dhaka","","180144","1050628940" +"Nawabganj","Nawabganj","24.5804","88.3500","Bangladesh","BD","BGD","Rājshāhi","","142361","1050253103" +"Jamalpur","Jamalpur","24.9004","89.9500","Bangladesh","BD","BGD","Mymensingh","","167900","1050233680" +"Rangpur","Rangpur","25.7500","89.2800","Bangladesh","BD","BGD","Rangpur","admin","285564","1050667437" +"Mymensingh","Mymensingh","24.7504","90.3800","Bangladesh","BD","BGD","Mymensingh","admin","330126","1050399881" +"Brussels","Brussels","50.8333","4.3333","Belgium","BE","BEL","Brussels-Capital Region","primary","1743000","1056469830" +"Arlon","Arlon","49.6833","5.8167","Belgium","BE","BEL","Wallonia","minor","26179","1056746428" +"Antwerpen","Antwerpen","51.2204","4.4150","Belgium","BE","BEL","Flanders","minor","920000","1056168623" +"Liège","Liege","50.6300","5.5800","Belgium","BE","BEL","Wallonia","minor","749110","1056513284" +"Hasselt","Hasselt","50.9640","5.4840","Belgium","BE","BEL","Flanders","minor","69222","1056617022" +"Mons","Mons","50.4460","3.9390","Belgium","BE","BEL","Wallonia","minor","91277","1056836704" +"Gent","Gent","51.0300","3.7000","Belgium","BE","BEL","Flanders","minor","444336","1056062897" +"Namur","Namur","50.4704","4.8700","Belgium","BE","BEL","Wallonia","admin","106284","1056954156" +"Charleroi","Charleroi","50.4204","4.4500","Belgium","BE","BEL","Wallonia","minor","345367","1056263311" +"Brugge","Brugge","51.2204","3.2300","Belgium","BE","BEL","Flanders","minor","146469","1056953902" +"Banfora","Banfora","10.6304","-4.7600","Burkina Faso","BF","BFA","Cascades","admin","60288","1854763822" +"Tougan","Tougan","13.0690","-3.0700","Burkina Faso","BF","BFA","Boucle du Mouhoun","minor","17590","1854407539" +"Pô","Po","11.1690","-1.1350","Burkina Faso","BF","BFA","Centre-Sud","minor","17924","1854979912" +"Bobo Dioulasso","Bobo Dioulasso","11.1800","-4.2900","Burkina Faso","BF","BFA","Hauts-Bassins","admin","360106","1854348796" +"Tenkodogo","Tenkodogo","11.7804","-0.3697","Burkina Faso","BF","BFA","Centre-Est","admin","38108","1854646157" +"Diapaga","Diapaga","12.0770","1.7960","Burkina Faso","BF","BFA","Est","minor","26013","1854687079" +"Sebba","Sebba","13.4364","0.5304","Burkina Faso","BF","BFA","Sahel","minor","3273","1854960093" +"Ouahigouya","Ouahigouya","13.5704","-2.4200","Burkina Faso","BF","BFA","Nord","admin","79504","1854011699" +"Kaya","Kaya","13.0904","-1.0900","Burkina Faso","BF","BFA","Centre-Nord","admin","40017","1854170035" +"Gaoua","Gaoua","10.2992","-3.2508","Burkina Faso","BF","BFA","Sud-Ouest","admin","","1854285570" +"Manga","Manga","11.6620","-1.0650","Burkina Faso","BF","BFA","Centre-Sud","admin","15173","1854485968" +"Sapouy","Sapouy","11.5544","-1.7736","Burkina Faso","BF","BFA","Centre-Ouest","minor","3837","1854971695" +"Ouagadougou","Ouagadougou","12.3703","-1.5247","Burkina Faso","BF","BFA","Centre","primary","1149000","1854029208" +"Orodara","Orodara","10.9740","-4.9080","Burkina Faso","BF","BFA","Hauts-Bassins","","18632","1854573815" +"Bogandé","Bogande","12.9690","-0.1380","Burkina Faso","BF","BFA","Est","minor","9854","1854811035" +"Ziniaré","Ziniare","12.5770","-1.2930","Burkina Faso","BF","BFA","Plateau-Central","admin","12703","1854052758" +"Fada Ngourma","Fada Ngourma","12.0550","0.3610","Burkina Faso","BF","BFA","Est","admin","33910","1854057074" +"Leo","Leo","11.0940","-2.0980","Burkina Faso","BF","BFA","Centre-Ouest","minor","26884","1854225723" +"Diébougou","Diebougou","10.9520","-3.2480","Burkina Faso","BF","BFA","Sud-Ouest","minor","12732","1854858995" +"Gaoua","Gaoua","10.3250","-3.1740","Burkina Faso","BF","BFA","Sud-Ouest","","28023","1854142068" +"Dédougou","Dedougou","12.4550","-3.4640","Burkina Faso","BF","BFA","Boucle du Mouhoun","admin","45341","1854743311" +"Nouna","Nouna","12.7290","-3.8600","Burkina Faso","BF","BFA","Boucle du Mouhoun","minor","29048","1854190171" +"Koudougou","Koudougou","12.2505","-2.3700","Burkina Faso","BF","BFA","Centre-Ouest","admin","87347","1854839075" +"Réo","Reo","12.3335","-2.4669","Burkina Faso","BF","BFA","Centre-Ouest","minor","37535","1854684997" +"Yako","Yako","12.9540","-2.2630","Burkina Faso","BF","BFA","Nord","minor","22904","1854815200" +"Solenzo","Solenzo","12.1833","-4.0833","Burkina Faso","BF","BFA","Boucle du Mouhoun","minor","10385","1854892822" +"Djibo","Djibo","14.0990","-1.6270","Burkina Faso","BF","BFA","Sahel","minor","22223","1854364299" +"Dori","Dori","14.0340","-0.0280","Burkina Faso","BF","BFA","Sahel","minor","37806","1854096946" +"Gorom Gorom","Gorom Gorom","14.4500","-0.2333","Burkina Faso","BF","BFA","Sahel","minor","6691","1854609702" +"Zorgo","Zorgo","12.2430","-0.6110","Burkina Faso","BF","BFA","Plateau-Central","minor","23892","1854077108" +"Boulsa","Boulsa","12.6570","-0.5690","Burkina Faso","BF","BFA","Centre-Nord","minor","17489","1854535753" +"Koupéla","Koupela","12.1770","-0.3560","Burkina Faso","BF","BFA","Centre-Est","minor","32052","1854841246" +"Kombissiri","Kombissiri","12.0640","-1.3340","Burkina Faso","BF","BFA","Centre-Sud","minor","30137","1854637161" +"Ruse","Ruse","43.8537","25.9733","Bulgaria","BG","BGR","Ruse","admin","184270","1100854249" +"Varna","Varna","43.2156","27.8953","Bulgaria","BG","BGR","Varna","admin","312770","1100789115" +"Pazardzhik","Pazardzhik","42.2000","24.3333","Bulgaria","BG","BGR","Pazardzhik","admin","","1100273248" +"Yambol","Yambol","42.4833","26.5000","Bulgaria","BG","BGR","Yambol","admin","","1100748067" +"Sliven","Sliven","42.6794","26.3300","Bulgaria","BG","BGR","Sliven","admin","96368","1100110215" +"Dobrich","Dobrich","43.5851","27.8400","Bulgaria","BG","BGR","Dobrich","admin","94831","1100364404" +"Lovec","Lovec","43.1380","24.7190","Bulgaria","BG","BGR","Lovech","admin","42211","1100374163" +"Plovdiv","Plovdiv","42.1540","24.7540","Bulgaria","BG","BGR","Plovdiv","admin","340494","1100436706" +"Vidin","Vidin","43.9900","22.8725","Bulgaria","BG","BGR","Vidin","admin","","1100463536" +"Shumen","Shumen","43.2700","26.9294","Bulgaria","BG","BGR","Shumen","admin","87283","1100000004" +"Razgrad","Razgrad","43.5340","26.5360","Bulgaria","BG","BGR","Razgrad","admin","38285","1100143131" +"Silistra","Silistra","44.1167","27.2667","Bulgaria","BG","BGR","Silistra","admin","","1100458181" +"Blagoevgrad","Blagoevgrad","42.0167","23.1000","Bulgaria","BG","BGR","Blagoevgrad","admin","","1100214416" +"Burgas","Burgas","42.5146","27.4746","Bulgaria","BG","BGR","Burgas","admin","195966","1100365645" +"Montana","Montana","43.4140","23.2370","Bulgaria","BG","BGR","Montana","admin","47445","1100946651" +"Gabrovo","Gabrovo","42.8747","25.3342","Bulgaria","BG","BGR","Gabrovo","admin","","1100696135" +"Kyustendil","Kyustendil","42.2843","22.6911","Bulgaria","BG","BGR","Kyustendil","admin","51067","1100543134" +"Vratsa","Vratsa","43.2100","23.5625","Bulgaria","BG","BGR","Vratsa","admin","71633","1100261281" +"Stara Zagora","Stara Zagora","42.4231","25.6227","Bulgaria","BG","BGR","Stara Zagora","admin","143431","1100903924" +"Smolyan","Smolyan","41.5853","24.6919","Bulgaria","BG","BGR","Smolyan","admin","","1100429166" +"Pernik","Pernik","42.6100","23.0227","Bulgaria","BG","BGR","Pernik","admin","82467","1100616332" +"Pleven","Pleven","43.4238","24.6134","Bulgaria","BG","BGR","Pleven","admin","118675","1100973719" +"Sofia","Sofia","42.6833","23.3167","Bulgaria","BG","BGR","Sofia-Grad","primary","1185000","1100762037" +"Khaskovo","Khaskovo","41.9438","25.5633","Bulgaria","BG","BGR","Haskovo","admin","79699","1100186247" +"Kardzhali","Kardzhali","41.6500","25.3667","Bulgaria","BG","BGR","Kardzhali","admin","","1100473094" +"Targovishte","Targovishte","43.2592","26.5892","Bulgaria","BG","BGR","Targovishte","admin","","1100987486" +"Turnovo","Turnovo","43.0862","25.6555","Bulgaria","BG","BGR","Veliko Tarnovo","admin","53115","1100134696" +"Manama","Manama","26.2361","50.5831","Bahrain","BH","BHR","Al ‘Āşimah","primary","563920","1048989486" +"Kayanza","Kayanza","-2.9000","29.5667","Burundi","BI","BDI","Kayanza","admin","19443","1108413426" +"Ruyigi","Ruyigi","-3.4810","30.2440","Burundi","BI","BDI","Ruyigi","admin","38458","1108406902" +"Bururi","Bururi","-3.9507","29.6166","Burundi","BI","BDI","Bururi","admin","20393","1108963889" +"Makamba","Makamba","-4.1333","29.8000","Burundi","BI","BDI","Makamba","admin","19642","1108520771" +"Cibitoke","Cibitoke","-2.8869","29.1248","Burundi","BI","BDI","Cibitoke","admin","","1108176356" +"Rutana","Rutana","-3.9310","29.9930","Burundi","BI","BDI","Rutana","admin","20893","1108441253" +"Cankuzo","Cankuzo","-3.1667","30.5167","Burundi","BI","BDI","Cankuzo","admin","6585","1108631099" +"Muramvya","Muramvya","-3.2610","29.6120","Burundi","BI","BDI","Muramvya","admin","18041","1108007544" +"Gitega","Gitega","-3.4264","29.9308","Burundi","BI","BDI","Gitega","admin","","1108778000" +"Gitega","Gitega","-3.4260","29.8436","Burundi","BI","BDI","Mwaro","","23167","1108962433" +"Kirundo","Kirundo","-2.5847","30.0972","Burundi","BI","BDI","Kirundo","admin","6083","1108527579" +"Muyinga","Muyinga","-2.8523","30.3173","Burundi","BI","BDI","Muyinga","admin","71076","1108466781" +"Rumonge","Rumonge","-3.9736","29.4386","Burundi","BI","BDI","Rumonge","admin","","1108641885" +"Bubanza","Bubanza","-3.0833","29.3667","Burundi","BI","BDI","Bubanza","admin","12728","1108018348" +"Karusi","Karusi","-3.1000","30.1630","Burundi","BI","BDI","Karuzi","admin","10705","1108619045" +"Ngozi","Ngozi","-2.9120","29.8250","Burundi","BI","BDI","Ngozi","admin","21506","1108753930" +"Mwaro","Mwaro","-3.5113","29.7051","Burundi","BI","BDI","Mwaro","admin","","1108739103" +"Isale","Isale","-3.3489","29.4839","Burundi","BI","BDI","Bujumbura Rural","admin","","1108407022" +"Bujumbura","Bujumbura","-3.3761","29.3600","Burundi","BI","BDI","","primary","331700","1108101689" +"Kandi","Kandi","11.1304","2.9400","Benin","BJ","BEN","Alibori","admin","109701","1204875413" +"Dogbo","Dogbo","6.8167","1.7833","Benin","BJ","BEN","Couffo","admin","","1204497206" +"Savalou","Savalou","7.9281","1.9756","Benin","BJ","BEN","Collines","admin","","1204628914" +"Ouidah","Ouidah","6.3604","2.0900","Benin","BJ","BEN","Atlantique","admin","83503","1204541753" +"Lokossa","Lokossa","6.6150","1.7150","Benin","BJ","BEN","Mono","admin","86971","1204036358" +"Sakété","Sakete","6.7362","2.6587","Benin","BJ","BEN","Plateau","admin","","1204601704" +"Natitingou","Natitingou","10.3204","1.3900","Benin","BJ","BEN","Atacora","admin","80892","1204752595" +"Abomey","Abomey","7.1904","1.9900","Benin","BJ","BEN","Zou","admin","82154","1204597697" +"Djougou","Djougou","9.7004","1.6800","Benin","BJ","BEN","Donga","admin","202810","1204972666" +"Parakou","Parakou","9.3400","2.6200","Benin","BJ","BEN","Borgou","admin","188853","1204807468" +"Porto-Novo","Porto-Novo","6.4833","2.6166","Benin","BJ","BEN","Ouémé","primary","300000","1204172060" +"Cotonou","Cotonou","6.4000","2.5200","Benin","BJ","BEN","Littoral","primary","762000","1204955174" +"Gustavia","Gustavia","17.8958","-62.8508","Saint Barthelemy","BL","BLM","","primary","","1652681565" +"Hamilton","Hamilton","32.2942","-64.7839","Bermuda","BM","BMU","Hamilton","primary","52320","1060000000" +"Bandar Seri Begawan","Bandar Seri Begawan","4.8833","114.9333","Brunei","BN","BRN","","primary","296500","1096465895" +"Uyuni","Uyuni","-20.4600","-66.8300","Bolivia","BO","BOL","Potosí","","12939","1068695031" +"Santa Cruz de la Sierra","Santa Cruz de la Sierra","-17.8000","-63.1667","Bolivia","BO","BOL","Santa Cruz","admin","","1068129363" +"La Paz","La Paz","-16.4980","-68.1500","Bolivia","BO","BOL","La Paz","primary","1590000","1068000064" +"Sica Sica","Sica Sica","-17.3300","-67.7300","Bolivia","BO","BOL","La Paz","","1006","1068066667" +"Puerto Suárez","Puerto Suarez","-18.9496","-57.8500","Bolivia","BO","BOL","Santa Cruz","","22000","1068099903" +"Coroico","Coroico","-16.1896","-67.7200","Bolivia","BO","BOL","La Paz","","2361","1068106383" +"Coro Coro","Coro Coro","-17.1696","-68.4500","Bolivia","BO","BOL","La Paz","","1884","1068830457" +"San Ignacio","San Ignacio","-16.3696","-60.9600","Bolivia","BO","BOL","Santa Cruz","","25391","1068082737" +"San Matias","San Matias","-16.3600","-58.4200","Bolivia","BO","BOL","Santa Cruz","","6352","1068402765" +"Santa Ana","Santa Ana","-13.7600","-65.5800","Bolivia","BO","BOL","El Beni","","234478","1068925682" +"Roboré","Robore","-18.3295","-59.7600","Bolivia","BO","BOL","Santa Cruz","","10036","1068498462" +"Baures","Baures","-13.5800","-63.5801","Bolivia","BO","BOL","El Beni","","2422","1068657733" +"Ascension","Ascension","-15.6996","-63.0800","Bolivia","BO","BOL","Santa Cruz","","14429","1068811738" +"Oruro","Oruro","-17.9800","-67.1300","Bolivia","BO","BOL","Oruro","admin","246501","1068271533" +"Apolo","Apolo","-14.7196","-68.4200","Bolivia","BO","BOL","La Paz","","4189","1068238601" +"San Jose","San Jose","-17.8500","-60.7800","Bolivia","BO","BOL","Santa Cruz","","9211","1068082794" +"Viacha","Viacha","-16.6500","-68.3000","Bolivia","BO","BOL","La Paz","","34776","1068833754" +"Charaña","Charana","-17.5996","-69.4666","Bolivia","BO","BOL","La Paz","","197","1068774768" +"Trinidad","Trinidad","-14.8334","-64.9000","Bolivia","BO","BOL","El Beni","admin","84259","1068929509" +"Potosí","Potosi","-19.5696","-65.7500","Bolivia","BO","BOL","Potosí","admin","179901","1068933987" +"San Carlos","San Carlos","-17.4000","-63.7300","Bolivia","BO","BOL","Santa Cruz","","6353","1068028866" +"Quime","Quime","-16.9800","-67.2200","Bolivia","BO","BOL","La Paz","","4045","1068690050" +"Reyes","Reyes","-14.3096","-67.3700","Bolivia","BO","BOL","El Beni","","7376","1068609630" +"Rurrenabaque","Rurrenabaque","-14.4600","-67.5600","Bolivia","BO","BOL","El Beni","","11749","1068557134" +"San Ramón","San Ramon","-13.2896","-64.7100","Bolivia","BO","BOL","El Beni","","6490","1068370064" +"Achacachi","Achacachi","-16.0833","-68.6666","Bolivia","BO","BOL","La Paz","","8447","1068370700" +"San Rafael","San Rafael","-16.7795","-60.6800","Bolivia","BO","BOL","Santa Cruz","","1201","1068405265" +"Magdalena","Magdalena","-13.2601","-64.0528","Bolivia","BO","BOL","El Beni","","3445","1068699781" +"San Borja","San Borja","-14.8196","-66.8500","Bolivia","BO","BOL","El Beni","","19640","1068118050" +"Guayaramerín","Guayaramerin","-10.8300","-65.4100","Bolivia","BO","BOL","El Beni","","36008","1068744206" +"Puerto Quijarro","Puerto Quijarro","-17.7796","-57.7700","Bolivia","BO","BOL","Santa Cruz","","10392","1068582123" +"Cochabamba","Cochabamba","-17.4100","-66.1700","Bolivia","BO","BOL","Cochabamba","admin","1000000","1068793894" +"Santa Cruz","Santa Cruz","-17.7539","-63.2260","Bolivia","BO","BOL","Santa Cruz","","2102998","1068002564" +"Sucre","Sucre","-19.0410","-65.2595","Bolivia","BO","BOL","Chuquisaca","primary","224838","1068823873" +"Tupiza","Tupiza","-21.4396","-65.7200","Bolivia","BO","BOL","Potosí","","28766","1068328989" +"San Lorenzo","San Lorenzo","-21.4799","-64.7700","Bolivia","BO","BOL","Tarija","","3000","1068000024" +"Camargo","Camargo","-20.6396","-65.2100","Bolivia","BO","BOL","Chuquisaca","","4715","1068344721" +"Villamontes","Villamontes","-21.2496","-63.5000","Bolivia","BO","BOL","Tarija","","18761","1068626988" +"Cobija","Cobija","-11.0333","-68.7333","Bolivia","BO","BOL","Pando","admin","44437","1068395023" +"Tarabuco","Tarabuco","-19.1800","-64.9199","Bolivia","BO","BOL","Chuquisaca","","2428","1068481915" +"Camiri","Camiri","-20.0500","-63.5200","Bolivia","BO","BOL","Santa Cruz","","27961","1068205873" +"Cuevo","Cuevo","-20.4500","-63.5300","Bolivia","BO","BOL","Santa Cruz","","953","1068137787" +"Charagua","Charagua","-19.7996","-63.2200","Bolivia","BO","BOL","Santa Cruz","","3025","1068232771" +"Padilla","Padilla","-19.2996","-64.3100","Bolivia","BO","BOL","Chuquisaca","","2920","1068422501" +"Bermejo","Bermejo","-22.7296","-64.3500","Bolivia","BO","BOL","Tarija","","36544","1068060614" +"Entre Ríos","Entre Rios","-21.5300","-64.1900","Bolivia","BO","BOL","Tarija","","2685","1068494403" +"Tarija","Tarija","-21.5167","-64.7500","Bolivia","BO","BOL","Tarija","admin","159269","1068356085" +"Villazón","Villazon","-22.0796","-65.6000","Bolivia","BO","BOL","Potosí","","37215","1068163517" +"Puerto Heath","Puerto Heath","-12.4996","-68.6666","Bolivia","BO","BOL","La Paz","","10","1068996459" +"Piso Firme","Piso Firme","-13.6830","-61.8666","Bolivia","BO","BOL","El Beni","","72","1068400874" +"Betanzos","Betanzos","-19.5600","-65.4500","Bolivia","BO","BOL","Potosí","","4847","1068258629" +"Sabaya","Sabaya","-19.0163","-68.3833","Bolivia","BO","BOL","Oruro","","573","1068184161" +"Vallegrande","Vallegrande","-18.4896","-64.1100","Bolivia","BO","BOL","Santa Cruz","","8422","1068162149" +"Samaipata","Samaipata","-18.1800","-63.7700","Bolivia","BO","BOL","Santa Cruz","","2926","1068681645" +"Llica","Llica","-19.8496","-68.2500","Bolivia","BO","BOL","Potosí","","553","1068053822" +"Aiquile","Aiquile","-18.1895","-65.1800","Bolivia","BO","BOL","Cochabamba","","8224","1068121487" +"Villa Martin","Villa Martin","-20.7666","-67.7833","Bolivia","BO","BOL","Potosí","","10","1068713966" +"San Javier","San Javier","-16.2896","-62.5000","Bolivia","BO","BOL","Santa Cruz","","4210","1068099078" +"Riberalta","Riberalta","-10.9830","-66.1000","Bolivia","BO","BOL","El Beni","","74014","1068951603" +"Llallagua","Llallagua","-18.4200","-66.6400","Bolivia","BO","BOL","Potosí","","28069","1068159509" +"Uncia","Uncia","-18.4700","-66.5700","Bolivia","BO","BOL","Potosí","","4723","1068104554" +"Challapata","Challapata","-18.8996","-66.7800","Bolivia","BO","BOL","Oruro","","9114","1068352309" +"Quillacollo","Quillacollo","-17.4000","-66.2800","Bolivia","BO","BOL","Cochabamba","","227052","1068265899" +"Punata","Punata","-17.5500","-65.8400","Bolivia","BO","BOL","Cochabamba","","26323","1068639665" +"Cliza","Cliza","-17.5900","-65.9300","Bolivia","BO","BOL","Cochabamba","","15816","1068759245" +"Portachuelo","Portachuelo","-17.3600","-63.4000","Bolivia","BO","BOL","Santa Cruz","","11485","1068477207" +"Montero","Montero","-17.3496","-63.2600","Bolivia","BO","BOL","Santa Cruz","","88616","1068836323" +"Puerto Villarroel","Puerto Villarroel","-16.8700","-64.7800","Bolivia","BO","BOL","Cochabamba","","1778","1068957347" +"Puerto Acosta","Puerto Acosta","-15.4996","-69.1667","Bolivia","BO","BOL","La Paz","","1123","1068206449" +"Sorata","Sorata","-15.7900","-68.6601","Bolivia","BO","BOL","La Paz","","2190","1068157921" +"Tauá","Taua","-5.9995","-40.3100","Brazil","BR","BRA","Ceará","","29188","1076825475" +"Uruguaiana","Uruguaiana","-29.7696","-57.0900","Brazil","BR","BRA","Rio Grande do Sul","","123480","1076680267" +"Quixadá","Quixada","-4.9700","-39.0200","Brazil","BR","BRA","Ceará","","49328","1076173437" +"Cabo de Santo Agostinho","Cabo de Santo Agostinho","-8.2900","-35.0300","Brazil","BR","BRA","Pernambuco","","146219","1076363089" +"São Gabriel","Sao Gabriel","-30.3200","-54.3200","Brazil","BR","BRA","Rio Grande do Sul","","55434","1076674208" +"São Borja","Sao Borja","-28.6596","-56.0100","Brazil","BR","BRA","Rio Grande do Sul","","59613","1076315333" +"Santo Ângelo","Santo Angelo","-28.3000","-54.2800","Brazil","BR","BRA","Rio Grande do Sul","","65420","1076113692" +"Santa Rosa","Santa Rosa","-27.8695","-54.4600","Brazil","BR","BRA","Rio Grande do Sul","","59281","1076071027" +"Quaraí","Quarai","-30.3800","-56.4599","Brazil","BR","BRA","Rio Grande do Sul","","23229","1076203994" +"Salvador","Salvador","-12.9700","-38.4800","Brazil","BR","BRA","Bahia","admin","3484000","1076923789" +"Vila Velha","Vila Velha","-20.3676","-40.3180","Brazil","BR","BRA","Espírito Santo","","1209091","1076404077" +"Santa Cruz do Sul","Santa Cruz do Sul","-29.7100","-52.4400","Brazil","BR","BRA","Rio Grande do Sul","","113625","1076862896" +"Laguna","Laguna","-28.4800","-48.7800","Brazil","BR","BRA","Santa Catarina","","39711","1076025747" +"Muriaé","Muriae","-21.1300","-42.3900","Brazil","BR","BRA","Minas Gerais","","91173","1076003733" +"Londrina","Londrina","-23.3000","-51.1800","Brazil","BR","BRA","Paraná","","520238","1076723241" +"São Lourenço do Sul","Sao Lourenco do Sul","-31.3700","-51.9800","Brazil","BR","BRA","Rio Grande do Sul","","25340","1076758883" +"Porto União","Porto Uniao","-26.2396","-51.0800","Brazil","BR","BRA","Santa Catarina","","71578","1076057988" +"Itanhaem","Itanhaem","-24.1800","-46.8000","Brazil","BR","BRA","São Paulo","","90385","1076274068" +"Foz do Iguaçu","Foz do Iguacu","-25.5235","-54.5300","Brazil","BR","BRA","Paraná","","440455","1076025805" +"Novo Hamburgo","Novo Hamburgo","-29.7096","-51.1400","Brazil","BR","BRA","Rio Grande do Sul","","876990","1076221386" +"Viana","Viana","-3.2096","-45.0000","Brazil","BR","BRA","Maranhão","","26689","1076423280" +"Fernandópolis","Fernandopolis","-20.2696","-50.2600","Brazil","BR","BRA","São Paulo","","61931","1076205721" +"Guarapuava","Guarapuava","-25.3800","-51.4800","Brazil","BR","BRA","Paraná","","150850","1076415327" +"Guajara-Miram","Guajara-Miram","-10.8000","-65.3499","Brazil","BR","BRA","Rondônia","","69586","1076692558" +"Arcoverde","Arcoverde","-8.4200","-37.0700","Brazil","BR","BRA","Pernambuco","","57163","1076499713" +"Mossoró","Mossoro","-5.1900","-37.3400","Brazil","BR","BRA","Rio Grande do Norte","","202583","1076461194" +"Maringá","Maringa","-23.4095","-51.9300","Brazil","BR","BRA","Paraná","","328335","1076013378" +"Maracaju","Maracaju","-21.6100","-55.1800","Brazil","BR","BRA","Mato Grosso do Sul","","22690","1076548335" +"Estância","Estancia","-11.2696","-37.4500","Brazil","BR","BRA","Sergipe","","55654","1076069381" +"Crateús","Crateus","-5.1656","-40.6660","Brazil","BR","BRA","Ceará","","52933","1076897989" +"Ponta Porã","Ponta Pora","-22.5300","-55.7300","Brazil","BR","BRA","Mato Grosso do Sul","","94331","1076647935" +"Penápolis","Penapolis","-21.4100","-50.0800","Brazil","BR","BRA","São Paulo","","54477","1076587749" +"Cruzeiro do Sul","Cruzeiro do Sul","-7.6300","-72.6700","Brazil","BR","BRA","Acre","","56862","1076881427" +"Jacareacanga","Jacareacanga","-6.2666","-57.6500","Brazil","BR","BRA","Pará","","31661","1076980493" +"Erechim","Erechim","-27.6300","-52.2700","Brazil","BR","BRA","Rio Grande do Sul","","96087","1076359548" +"Chapadinha","Chapadinha","-3.7395","-43.3600","Brazil","BR","BRA","Maranhão","","40804","1076901443" +"Itapipoca","Itapipoca","-3.4995","-39.5800","Brazil","BR","BRA","Ceará","","55784","1076980375" +"Bacabal","Bacabal","-4.2300","-44.8000","Brazil","BR","BRA","Maranhão","","72372","1076125117" +"Cascavel","Cascavel","-24.9596","-53.4600","Brazil","BR","BRA","Paraná","","257172","1076509946" +"Curitiba","Curitiba","-25.4200","-49.3200","Brazil","BR","BRA","Paraná","admin","3084000","1076701712" +"Aracati","Aracati","-4.5600","-37.7700","Brazil","BR","BRA","Ceará","","44293","1076708817" +"Jaboatao","Jaboatao","-8.1100","-35.0200","Brazil","BR","BRA","Pernambuco","","702621","1076000699" +"Ijuí","Ijui","-28.3895","-53.9199","Brazil","BR","BRA","Rio Grande do Sul","","71202","1076683915" +"Apucarana","Apucarana","-23.5500","-51.4700","Brazil","BR","BRA","Paraná","","107085","1076256387" +"Formosa","Formosa","-15.5395","-47.3400","Brazil","BR","BRA","Goiás","","81232","1076601172" +"Icó","Ico","-6.4000","-38.8500","Brazil","BR","BRA","Ceará","","28323","1076569458" +"Araranguá","Ararangua","-28.9400","-49.5000","Brazil","BR","BRA","Santa Catarina","","43444","1076532332" +"Xapeco","Xapeco","-27.1000","-52.6400","Brazil","BR","BRA","Santa Catarina","","160157","1076258255" +"Capanema","Capanema","-1.1900","-47.1800","Brazil","BR","BRA","Pará","","47766","1076799309" +"Baturité","Baturite","-4.3296","-38.8800","Brazil","BR","BRA","Ceará","","22417","1076144455" +"Aripuana","Aripuana","-9.1700","-60.6400","Brazil","BR","BRA","Mato Grosso","","26983","1076078271" +"Bom Jesus da Lapa","Bom Jesus da Lapa","-13.2495","-43.4400","Brazil","BR","BRA","Bahia","","40691","1076439517" +"Carazinho","Carazinho","-28.2900","-52.8000","Brazil","BR","BRA","Rio Grande do Sul","","59417","1076906274" +"Cametá","Cameta","-2.2396","-49.5100","Brazil","BR","BRA","Pará","","45200","1076010069" +"Campo Murao","Campo Murao","-24.0496","-52.4200","Brazil","BR","BRA","Paraná","","75401","1076799533" +"Aquidauana","Aquidauana","-20.4696","-55.7900","Brazil","BR","BRA","Mato Grosso do Sul","","40803","1076120417" +"Brasília","Brasilia","-15.7833","-47.9161","Brazil","BR","BRA","Distrito Federal","primary","3716996","1076144436" +"Assis","Assis","-22.6596","-50.4200","Brazil","BR","BRA","São Paulo","","87471","1076782502" +"Paragominas","Paragominas","-2.9596","-47.4900","Brazil","BR","BRA","Pará","","69613","1076092855" +"Cáceres","Caceres","-16.0500","-57.5100","Brazil","BR","BRA","Mato Grosso","","85274","1076422654" +"Bento Gonçalves","Bento Goncalves","-29.1695","-51.5200","Brazil","BR","BRA","Rio Grande do Sul","","94271","1076492877" +"Santo André","Santo Andre","-23.6528","-46.5278","Brazil","BR","BRA","São Paulo","","662373","1076625886" +"Bagé","Bage","-31.3200","-54.1000","Brazil","BR","BRA","Rio Grande do Sul","","106098","1076515015" +"Caracaraí","Caracarai","1.8162","-61.1277","Brazil","BR","BRA","Roraima","","11368","1076314585" +"Concórdia","Concordia","-27.2300","-52.0300","Brazil","BR","BRA","Santa Catarina","","55367","1076922195" +"Camaquã","Camaqua","-30.8396","-51.8100","Brazil","BR","BRA","Rio Grande do Sul","","53169","1076449009" +"Guaira","Guaira","-24.0900","-54.2700","Brazil","BR","BRA","Paraná","","36426","1076687981" +"Jaraguá do Sul","Jaragua do Sul","-26.4800","-49.1000","Brazil","BR","BRA","Santa Catarina","","130130","1076588128" +"Araçatuba","Aracatuba","-21.2100","-50.4500","Brazil","BR","BRA","São Paulo","","170024","1076630308" +"Olinda","Olinda","-8.0000","-34.8500","Brazil","BR","BRA","Pernambuco","","921840","1076784718" +"Recife","Recife","-8.0756","-34.9156","Brazil","BR","BRA","Pernambuco","admin","3651000","1076137337" +"Natal","Natal","-6.9838","-60.2699","Brazil","BR","BRA","Amazonas","","980588","1076336975" +"Presidente Prudente","Presidente Prudente","-22.1200","-51.3900","Brazil","BR","BRA","São Paulo","","209502","1076239965" +"Parnaíba","Parnaiba","-2.9100","-41.7700","Brazil","BR","BRA","Piauí","","138008","1076568871" +"Crato","Crato","-7.4639","-63.0400","Brazil","BR","BRA","Amazonas","","273883","1076425706" +"Santana do Livramento","Santana do Livramento","-30.8800","-55.5300","Brazil","BR","BRA","Rio Grande do Sul","","89694","1076271841" +"Corumbá","Corumba","-19.0160","-57.6500","Brazil","BR","BRA","Mato Grosso do Sul","","96520","1076131775" +"Abunã","Abuna","-9.6954","-65.3597","Brazil","BR","BRA","Rondônia","","1929","1076632448" +"Campo Grande","Campo Grande","-20.4500","-54.6166","Brazil","BR","BRA","Mato Grosso do Sul","admin","778000","1076660445" +"Itaituba","Itaituba","-4.2586","-55.9250","Brazil","BR","BRA","Pará","","92308","1076849673" +"Joaçaba","Joacaba","-27.1700","-51.5000","Brazil","BR","BRA","Santa Catarina","","38876","1076899882" +"Rio Branco","Rio Branco","-9.9666","-67.8000","Brazil","BR","BRA","Acre","admin","257642","1076391263" +"Acaraú","Acarau","-2.8896","-40.1200","Brazil","BR","BRA","Ceará","","28389","1076016462" +"Pelotas","Pelotas","-31.7500","-52.3300","Brazil","BR","BRA","Rio Grande do Sul","","320674","1076815692" +"Manaus","Manaus","-3.1000","-60.0000","Brazil","BR","BRA","Amazonas","admin","1753000","1076607274" +"Cachoeira do Sul","Cachoeira do Sul","-30.0300","-52.9100","Brazil","BR","BRA","Rio Grande do Sul","","74694","1076336795" +"Jardim","Jardim","-21.4799","-56.1500","Brazil","BR","BRA","Mato Grosso do Sul","","23780","1076077588" +"Santa Maria","Santa Maria","-29.6833","-53.8000","Brazil","BR","BRA","Rio Grande do Sul","","249219","1076178738" +"Rosário do Sul","Rosario do Sul","-30.2500","-54.9200","Brazil","BR","BRA","Rio Grande do Sul","","36721","1076900712" +"Joinville","Joinville","-26.3200","-48.8399","Brazil","BR","BRA","Santa Catarina","","988000","1076050637" +"Ji-Paraná","Ji-Parana","-10.8333","-61.9670","Brazil","BR","BRA","Rondônia","","65016","1076313540" +"Arapongas","Arapongas","-23.4100","-51.4300","Brazil","BR","BRA","Paraná","","97512","1076623771" +"Dourados","Dourados","-22.2300","-54.8100","Brazil","BR","BRA","Mato Grosso do Sul","","162202","1076544482" +"Caçador","Cacador","-26.7700","-51.0200","Brazil","BR","BRA","Santa Catarina","","63726","1076703793" +"Jaguarão","Jaguarao","-32.5600","-53.3700","Brazil","BR","BRA","Rio Grande do Sul","","29613","1076878261" +"Passo Fundo","Passo Fundo","-28.2500","-52.4200","Brazil","BR","BRA","Rio Grande do Sul","","179529","1076763340" +"Santa Vitória do Palmar","Santa Vitoria do Palmar","-33.5200","-53.3700","Brazil","BR","BRA","Rio Grande do Sul","","27775","1076114405" +"Porto Alegre","Porto Alegre","-30.0500","-51.2000","Brazil","BR","BRA","Rio Grande do Sul","admin","3917000","1076658221" +"Açu","Acu","-5.5796","-36.9101","Brazil","BR","BRA","Rio Grande do Norte","","36125","1076000524" +"Rio Grande","Rio Grande","-32.0495","-52.1200","Brazil","BR","BRA","Rio Grande do Sul","","187838","1076567920" +"Sena Madureira","Sena Madureira","-9.0700","-68.6700","Brazil","BR","BRA","Acre","","26192","1076899075" +"São Luiz Gonzaga","Sao Luiz Gonzaga","-28.4100","-54.9600","Brazil","BR","BRA","Rio Grande do Sul","","31798","1076320357" +"Tupã","Tupa","-21.9300","-50.5200","Brazil","BR","BRA","São Paulo","","62035","1076738637" +"Ponta Grossa","Ponta Grossa","-25.0900","-50.1600","Brazil","BR","BRA","Paraná","","292177","1076716439" +"Palmas","Palmas","-26.4800","-52.0000","Brazil","BR","BRA","Paraná","","39150","1076528204" +"Grajau","Grajau","-5.8100","-46.1500","Brazil","BR","BRA","Maranhão","","30217","1076344134" +"São Francisco do Sul","Sao Francisco do Sul","-26.2396","-48.6000","Brazil","BR","BRA","Santa Catarina","","36224","1076452788" +"Caxias do Sul","Caxias do Sul","-29.1800","-51.1700","Brazil","BR","BRA","Rio Grande do Sul","","381270","1076809957" +"Sorocaba","Sorocaba","-23.4900","-47.4700","Brazil","BR","BRA","São Paulo","","563281","1076758708" +"Rio Negro","Rio Negro","-26.1000","-49.7900","Brazil","BR","BRA","Paraná","","65597","1076653242" +"Capitão Poço","Capitao Poco","-1.7496","-47.0900","Brazil","BR","BRA","Pará","","32704","1076870027" +"Canoas","Canoas","-29.9200","-51.1800","Brazil","BR","BRA","Rio Grande do Sul","","600000","1076009922" +"Granja","Granja","-3.1195","-40.8400","Brazil","BR","BRA","Ceará","","25879","1076052166" +"Sobral","Sobral","-3.6900","-40.3500","Brazil","BR","BRA","Ceará","","157996","1076577102" +"Camocim","Camocim","-2.9000","-40.8500","Brazil","BR","BRA","Ceará","","44481","1076563942" +"Almenara","Almenara","-16.1700","-40.7000","Brazil","BR","BRA","Minas Gerais","","29333","1076953924" +"Araçuaí","Aracuai","-16.8596","-42.0699","Brazil","BR","BRA","Minas Gerais","","22005","1076501078" +"Teófilo Otoni","Teofilo Otoni","-17.8700","-41.5000","Brazil","BR","BRA","Minas Gerais","","101170","1076465745" +"Floriano","Floriano","-6.7696","-43.0300","Brazil","BR","BRA","Piauí","","48587","1076813660" +"Colinas","Colinas","-6.0395","-44.2400","Brazil","BR","BRA","Maranhão","","25158","1076657010" +"Caxias","Caxias","-4.8330","-43.3500","Brazil","BR","BRA","Maranhão","","134640","1076325693" +"Pedreiras","Pedreiras","-4.5696","-44.6700","Brazil","BR","BRA","Maranhão","","13638","1076527878" +"Barra do Corda","Barra do Corda","-5.5096","-45.2600","Brazil","BR","BRA","Maranhão","","48901","1076745135" +"Jacarezinho","Jacarezinho","-23.1599","-49.9800","Brazil","BR","BRA","Paraná","","35090","1076955757" +"Presidente Dutra","Presidente Dutra","-5.2500","-44.5200","Brazil","BR","BRA","Alagoas","","30330","1076660845" +"Coroatá","Coroata","-4.1296","-44.1500","Brazil","BR","BRA","Maranhão","","34129","1076890180" +"Codó","Codo","-4.4796","-43.8800","Brazil","BR","BRA","Maranhão","","83288","1076537068" +"Paulo Afonso","Paulo Afonso","-9.3307","-38.2657","Brazil","BR","BRA","Bahia","","85350","1076084498" +"Palmeira dos Índios","Palmeira dos Indios","-9.4166","-36.6166","Brazil","BR","BRA","Alagoas","","41095","1076723276" +"Cuiabá","Cuiaba","-15.5696","-56.0850","Brazil","BR","BRA","Mato Grosso","admin","806000","1076112309" +"Tubarão","Tubarao","-28.4800","-49.0200","Brazil","BR","BRA","Santa Catarina","","92275","1076663243" +"Vacaria","Vacaria","-28.4996","-50.9400","Brazil","BR","BRA","Rio Grande do Sul","","56765","1076001152" +"Criciúma","Criciuma","-28.6800","-49.3900","Brazil","BR","BRA","Santa Catarina","","204217","1076000206" +"Campo Belo","Campo Belo","-20.8896","-45.2800","Brazil","BR","BRA","Minas Gerais","","47491","1076477943" +"Salinópolis","Salinopolis","-0.6095","-47.3400","Brazil","BR","BRA","Pará","","40998","1076811443" +"Guaxupé","Guaxupe","-21.2900","-46.7100","Brazil","BR","BRA","Minas Gerais","","47889","1076985230" +"Sete Lagoas","Sete Lagoas","-19.4496","-44.2500","Brazil","BR","BRA","Minas Gerais","","201334","1076863850" +"Itaúna","Itauna","-20.0600","-44.5700","Brazil","BR","BRA","Minas Gerais","","77400","1076321811" +"Novo Airão","Novo Airao","-2.6208","-60.9438","Brazil","BR","BRA","Amazonas","","9049","1076092136" +"Tucuruí","Tucurui","-3.6800","-49.7200","Brazil","BR","BRA","Pará","","76337","1076000076" +"Várzea Grande","Varzea Grande","-15.6500","-56.1400","Brazil","BR","BRA","Mato Grosso","","249752","1076359879" +"Formiga","Formiga","-20.4600","-45.4300","Brazil","BR","BRA","Minas Gerais","","56404","1076994550" +"Santa Inês","Santa Ines","-3.6600","-45.3900","Brazil","BR","BRA","Maranhão","","67424","1076053036" +"Divinópolis","Divinopolis","-20.1495","-44.9000","Brazil","BR","BRA","Minas Gerais","","193832","1076716552" +"Pirapora","Pirapora","-17.3300","-44.9300","Brazil","BR","BRA","Minas Gerais","","60164","1076124834" +"Lavras","Lavras","-21.2496","-45.0100","Brazil","BR","BRA","Minas Gerais","","81472","1076751259" +"Óbidos","Obidos","-1.9100","-55.5200","Brazil","BR","BRA","Pará","","27587","1076197849" +"Curvelo","Curvelo","-18.7596","-44.4300","Brazil","BR","BRA","Minas Gerais","","63954","1076253887" +"Conceição do Araguaia","Conceicao do Araguaia","-8.2500","-49.2900","Brazil","BR","BRA","Pará","","27115","1076224782" +"Oriximiná","Oriximina","-1.7596","-55.8700","Brazil","BR","BRA","Pará","","35581","1076567469" +"Paracatu","Paracatu","-17.1996","-46.8700","Brazil","BR","BRA","Minas Gerais","","70753","1076347421" +"Itaberaí","Itaberai","-16.0200","-49.8100","Brazil","BR","BRA","Goiás","","22129","1076044452" +"Uberlândia","Uberlandia","-18.9000","-48.2800","Brazil","BR","BRA","Minas Gerais","","563536","1076495001" +"Araxá","Araxa","-19.5796","-46.9500","Brazil","BR","BRA","Minas Gerais","","82595","1076259402" +"Iguatu","Iguatu","-6.3600","-39.3000","Brazil","BR","BRA","Ceará","","70380","1076734026" +"Itumbiara","Itumbiara","-18.3996","-49.2100","Brazil","BR","BRA","Goiás","","79582","1076693747" +"Lapa","Lapa","-25.7600","-49.7300","Brazil","BR","BRA","Paraná","","25621","1076904800" +"Cristalina","Cristalina","-16.7700","-47.6100","Brazil","BR","BRA","Goiás","","36531","1076014539" +"Trindade","Trindade","-16.6500","-49.5000","Brazil","BR","BRA","Goiás","","97521","1076815881" +"Inhumas","Inhumas","-16.3600","-49.5000","Brazil","BR","BRA","Goiás","","44058","1076130930" +"Goiânia","Goiania","-16.7200","-49.3000","Brazil","BR","BRA","Goiás","admin","2022000","1076034054" +"Castro","Castro","-24.7900","-50.0100","Brazil","BR","BRA","Paraná","","42091","1076233349" +"Ituiutaba","Ituiutaba","-18.9700","-49.4600","Brazil","BR","BRA","Minas Gerais","","85345","1076873111" +"Uberaba","Uberaba","-19.7800","-47.9500","Brazil","BR","BRA","Minas Gerais","","260843","1076230331" +"Araguari","Araguari","-18.6400","-48.2000","Brazil","BR","BRA","Minas Gerais","","96565","1076402865" +"Anápolis","Anapolis","-16.3196","-48.9600","Brazil","BR","BRA","Goiás","","319587","1076208869" +"Poços de Caldas","Pocos de Caldas","-21.7800","-46.5700","Brazil","BR","BRA","Minas Gerais","","146588","1076336113" +"São João del Rei","Sao Joao del Rei","-21.1300","-44.2500","Brazil","BR","BRA","Minas Gerais","","78592","1076559413" +"Pires do Rio","Pires do Rio","-17.2995","-48.2800","Brazil","BR","BRA","Goiás","","24822","1076357135" +"Aracaju","Aracaju","-10.9000","-37.1200","Brazil","BR","BRA","Sergipe","admin","685356","1076527830" +"Manicoré","Manicore","-5.8122","-61.2975","Brazil","BR","BRA","Amazonas","","21549","1076657983" +"Pouso Alegre","Pouso Alegre","-22.2200","-45.9400","Brazil","BR","BRA","Minas Gerais","","115201","1076082333" +"Ariquemes","Ariquemes","-9.9396","-63.0800","Brazil","BR","BRA","Rondônia","","58096","1076442639" +"Morrinhos","Morrinhos","-17.7300","-49.1100","Brazil","BR","BRA","Goiás","","34143","1076391164" +"Avaré","Avare","-23.1100","-48.9300","Brazil","BR","BRA","São Paulo","","81285","1076118860" +"Barretos","Barretos","-20.5500","-48.5800","Brazil","BR","BRA","São Paulo","","101220","1076042195" +"Batatais","Batatais","-20.8900","-47.5900","Brazil","BR","BRA","São Paulo","","51976","1076581214" +"Bauru","Bauru","-22.3300","-49.0800","Brazil","BR","BRA","São Paulo","","335024","1076905338" +"Botucatu","Botucatu","-22.8796","-48.4500","Brazil","BR","BRA","São Paulo","","113862","1076113865" +"Catalão","Catalao","-18.1800","-47.9500","Brazil","BR","BRA","Goiás","","63544","1076169871" +"Irati","Irati","-25.4700","-50.6600","Brazil","BR","BRA","Paraná","","45830","1076276918" +"Santa Cruz","Santa Cruz","-6.2200","-36.0300","Brazil","BR","BRA","Rio Grande do Norte","","27775","1076706078" +"Tucano","Tucano","-10.9696","-38.7900","Brazil","BR","BRA","Bahia","","31203","1076227914" +"Timbaúba","Timbauba","-7.4996","-35.3200","Brazil","BR","BRA","Pernambuco","","57534","1076430214" +"Passos","Passos","-20.7100","-46.6100","Brazil","BR","BRA","Minas Gerais","","98752","1076782492" +"Manacapuru","Manacapuru","-3.2896","-60.6200","Brazil","BR","BRA","Amazonas","","59102","1076484341" +"Barreiros","Barreiros","-8.8296","-35.2000","Brazil","BR","BRA","Pernambuco","","35565","1076661261" +"Pimenta Bueno","Pimenta Bueno","-11.6400","-61.2100","Brazil","BR","BRA","Rondônia","","25762","1076267246" +"Vilhena","Vilhena","-12.7166","-60.1166","Brazil","BR","BRA","Rondônia","","63231","1076196581" +"Pinheiro","Pinheiro","-2.5196","-45.0900","Brazil","BR","BRA","Maranhão","","38893","1076349995" +"Belo Horizonte","Belo Horizonte","-19.9150","-43.9150","Brazil","BR","BRA","Minas Gerais","admin","5575000","1076967355" +"Carpina","Carpina","-7.8400","-35.2600","Brazil","BR","BRA","Pernambuco","","165579","1076005200" +"Serrinha","Serrinha","-11.6496","-39.0100","Brazil","BR","BRA","Bahia","","56829","1076832200" +"Arapiraca","Arapiraca","-9.7500","-36.6700","Brazil","BR","BRA","Alagoas","","187668","1076615737" +"Paracuru","Paracuru","-3.3995","-39.0400","Brazil","BR","BRA","Ceará","","21196","1076591278" +"Telêmaco Borba","Telemaco Borba","-24.3300","-50.6200","Brazil","BR","BRA","Paraná","","58880","1076867165" +"Penedo","Penedo","-10.2696","-36.5800","Brazil","BR","BRA","Alagoas","","42097","1076906021" +"Xique-Xique","Xique-Xique","-10.8200","-42.7300","Brazil","BR","BRA","Bahia","","35433","1076763009" +"Barra Mansa","Barra Mansa","-22.5600","-44.1700","Brazil","BR","BRA","Rio de Janeiro","","169386","1076686083" +"Alagoinhas","Alagoinhas","-12.1400","-38.4300","Brazil","BR","BRA","Bahia","","124070","1076155953" +"Remanso","Remanso","-9.5996","-42.1100","Brazil","BR","BRA","Bahia","","37945","1076051035" +"Maceió","Maceio","-9.6200","-35.7300","Brazil","BR","BRA","Alagoas","admin","1186000","1076440479" +"Frutal","Frutal","-20.0300","-48.9400","Brazil","BR","BRA","Minas Gerais","","40931","1076112857" +"Irecê","Irece","-11.3000","-41.8700","Brazil","BR","BRA","Bahia","","63626","1076348562" +"Pontes e Lacerda","Pontes e Lacerda","-15.2196","-59.3500","Brazil","BR","BRA","Mato Grosso","","29381","1076490162" +"Volta Redonda","Volta Redonda","-22.5196","-44.0950","Brazil","BR","BRA","Rio de Janeiro","","456362","1076343513" +"Senhor do Bonfim","Senhor do Bonfim","-10.4496","-40.1900","Brazil","BR","BRA","Bahia","","48471","1076513309" +"Garanhuns","Garanhuns","-8.8900","-36.5000","Brazil","BR","BRA","Pernambuco","","110085","1076673653" +"Rio Largo","Rio Largo","-9.4800","-35.8400","Brazil","BR","BRA","Alagoas","","158545","1076018887" +"Canindé","Caninde","-4.3500","-39.3100","Brazil","BR","BRA","Ceará","","42720","1076519156" +"Feira de Santana","Feira de Santana","-12.2500","-38.9700","Brazil","BR","BRA","Bahia","","481911","1076892244" +"Paranaguá","Paranagua","-25.5279","-48.5345","Brazil","BR","BRA","Paraná","","141013","1076265266" +"Mineiros","Mineiros","-17.5695","-52.5600","Brazil","BR","BRA","Goiás","","38951","1076000916" +"Crato","Crato","-7.2296","-39.4200","Brazil","BR","BRA","Ceará","","273883","1076894967" +"Juazeiro do Norte","Juazeiro do Norte","-7.2100","-39.3200","Brazil","BR","BRA","Ceará","","225230","1076912078" +"Jataí","Jatai","-17.8796","-51.7500","Brazil","BR","BRA","Goiás","","76547","1076908960" +"Canavieiras","Canavieiras","-15.6400","-38.9600","Brazil","BR","BRA","Bahia","","26375","1076258532" +"Rondonópolis","Rondonopolis","-16.4695","-54.6400","Brazil","BR","BRA","Mato Grosso","","152912","1076627175" +"Paranaíba","Paranaiba","-19.6796","-51.2000","Brazil","BR","BRA","Mato Grosso do Sul","","32217","1076355277" +"São José dos Pinhais","Sao Jose dos Pinhais","-25.5700","-49.1800","Brazil","BR","BRA","Paraná","","665063","1076174955" +"Rio Verde","Rio Verde","-17.8196","-50.9300","Brazil","BR","BRA","Goiás","","48318","1076844683" +"Natal","Natal","-5.7800","-35.2400","Brazil","BR","BRA","Rio Grande do Norte","admin","1088000","1076697777" +"João Pessoa","Joao Pessoa","-7.1011","-34.8761","Brazil","BR","BRA","Paraíba","admin","956000","1076922014" +"Goiana","Goiana","-7.5596","-35.0000","Brazil","BR","BRA","Pernambuco","","71549","1076692421" +"Apodi","Apodi","-5.6500","-37.8000","Brazil","BR","BRA","Rio Grande do Norte","","16757","1076092856" +"Mato Grosso","Mato Grosso","-15.0000","-59.9500","Brazil","BR","BRA","Mato Grosso","","1612","1076493823" +"Itambé","Itambe","-15.2396","-40.6300","Brazil","BR","BRA","Bahia","","23558","1076307665" +"Vitória da Conquista","Vitoria da Conquista","-14.8500","-40.8400","Brazil","BR","BRA","Bahia","","308204","1076812020" +"Barreiras","Barreiras","-12.1400","-45.0000","Brazil","BR","BRA","Bahia","","158292","1076854674" +"Januária","Januaria","-15.4800","-44.3700","Brazil","BR","BRA","Minas Gerais","","34811","1076924780" +"Ubaitaba","Ubaitaba","-14.3000","-39.3300","Brazil","BR","BRA","Bahia","","28375","1076532739" +"Jaguaquara","Jaguaquara","-13.5300","-39.9700","Brazil","BR","BRA","Bahia","","41498","1076420862" +"Jequié","Jequie","-13.8500","-40.0800","Brazil","BR","BRA","Bahia","","135574","1076558785" +"Janaúba","Janauba","-15.7996","-43.3100","Brazil","BR","BRA","Minas Gerais","","56572","1076293809" +"Santa Maria da Vitória","Santa Maria da Vitoria","-13.3900","-44.2100","Brazil","BR","BRA","Bahia","","23488","1076607443" +"Guanambi","Guanambi","-14.2296","-42.7900","Brazil","BR","BRA","Bahia","","58877","1076791780" +"Registro","Registro","-24.4900","-47.8400","Brazil","BR","BRA","São Paulo","","53273","1076533111" +"Iguape","Iguape","-24.7200","-47.5699","Brazil","BR","BRA","São Paulo","","23784","1076144584" +"Ilhéus","Ilheus","-14.7800","-39.0500","Brazil","BR","BRA","Bahia","","230622","1076021121" +"Itabuna","Itabuna","-14.7896","-39.2800","Brazil","BR","BRA","Bahia","","221938","1076003792" +"Iporá","Ipora","-16.4500","-51.1300","Brazil","BR","BRA","Goiás","","28254","1076392298" +"Iturama","Iturama","-19.7300","-50.2000","Brazil","BR","BRA","Minas Gerais","","29805","1076049375" +"Caicó","Caico","-6.4596","-37.1000","Brazil","BR","BRA","Rio Grande do Norte","","54934","1076251820" +"Valença","Valenca","-13.3596","-39.0800","Brazil","BR","BRA","Bahia","","63231","1076455406" +"Caruaru","Caruaru","-8.2800","-35.9800","Brazil","BR","BRA","Pernambuco","","242094","1076397475" +"Campina Grande","Campina Grande","-7.2300","-35.8800","Brazil","BR","BRA","Paraíba","","417261","1076218697" +"Nova Cruz","Nova Cruz","-6.4696","-35.4400","Brazil","BR","BRA","Rio Grande do Norte","","23166","1076169350" +"Fortaleza","Fortaleza","-3.7500","-38.5800","Brazil","BR","BRA","Ceará","admin","3602319","1076567885" +"Itapetinga","Itapetinga","-15.2500","-40.2500","Brazil","BR","BRA","Bahia","","59721","1076005350" +"Russas","Russas","-4.9400","-37.9800","Brazil","BR","BRA","Ceará","","39465","1076843360" +"Patos","Patos","-7.0196","-37.2900","Brazil","BR","BRA","Paraíba","","92575","1076232522" +"Pindamonhangaba","Pindamonhangaba","-22.9200","-45.4700","Brazil","BR","BRA","São Paulo","","132218","1076937468" +"Ipú","Ipu","-4.3196","-40.7201","Brazil","BR","BRA","Ceará","","26678","1076972725" +"Itapeva","Itapeva","-23.9796","-48.8800","Brazil","BR","BRA","São Paulo","","62957","1076767110" +"Itapetininga","Itapetininga","-23.5900","-48.0400","Brazil","BR","BRA","São Paulo","","126243","1076425970" +"Itu","Itu","-23.2600","-47.3000","Brazil","BR","BRA","São Paulo","","320170","1076622789" +"Campo Maior","Campo Maior","-4.8200","-42.1800","Brazil","BR","BRA","Piauí","","31739","1076002814" +"Picos","Picos","-7.0800","-41.4400","Brazil","BR","BRA","Piauí","","57495","1076752928" +"Piripiri","Piripiri","-4.2696","-41.7900","Brazil","BR","BRA","Piauí","","44864","1076867493" +"Campinas","Campinas","-22.9000","-47.1000","Brazil","BR","BRA","São Paulo","","2791000","1076145766" +"Catanduva","Catanduva","-21.1400","-48.9800","Brazil","BR","BRA","São Paulo","","109612","1076772178" +"Timon","Timon","-5.1150","-42.8450","Brazil","BR","BRA","Maranhão","","203157","1076758286" +"Teresina","Teresina","-5.0950","-42.7800","Brazil","BR","BRA","Piauí","admin","907000","1076727667" +"Canela","Canela","-29.3600","-50.8100","Brazil","BR","BRA","Rio Grande do Sul","","60806","1076049094" +"Barra do Bugres","Barra do Bugres","-15.0696","-57.1900","Brazil","BR","BRA","Mato Grosso","","31311","1076717726" +"Governador Valadares","Governador Valadares","-18.8700","-41.9700","Brazil","BR","BRA","Minas Gerais","","250878","1076271003" +"Guanhães","Guanhaes","-18.7800","-42.9500","Brazil","BR","BRA","Minas Gerais","","23727","1076235295" +"Salgueiro","Salgueiro","-8.0596","-39.1300","Brazil","BR","BRA","Pernambuco","","42152","1076679973" +"Linhares","Linhares","-19.3900","-40.0500","Brazil","BR","BRA","Espírito Santo","","105075","1076355611" +"Blumenau","Blumenau","-26.9200","-49.0900","Brazil","BR","BRA","Santa Catarina","","293949","1076618665" +"Santa Cruz Cabrália","Santa Cruz Cabralia","-16.2800","-39.0300","Brazil","BR","BRA","Bahia","","19545","1076118882" +"São José de Ribamar","Sao Jose de Ribamar","-2.5500","-44.0700","Brazil","BR","BRA","Maranhão","","55265","1076976057" +"São Mateus","Sao Mateus","-18.7296","-39.8600","Brazil","BR","BRA","Espírito Santo","","77117","1076829621" +"São Luís","Sao Luis","-2.5160","-44.2660","Brazil","BR","BRA","Maranhão","admin","1038000","1076819308" +"Rosário","Rosario","-2.9400","-44.2600","Brazil","BR","BRA","Maranhão","","6798","1076804900" +"Porto Seguro","Porto Seguro","-16.4296","-39.0800","Brazil","BR","BRA","Bahia","","123173","1076932180" +"Nanuque","Nanuque","-17.8400","-40.3500","Brazil","BR","BRA","Minas Gerais","","37824","1076083471" +"Alvorada","Alvorada","-12.4700","-49.0820","Brazil","BR","BRA","Tocantins","","10232","1076121080" +"Ipatinga","Ipatinga","-19.4796","-42.5200","Brazil","BR","BRA","Minas Gerais","","407894","1076484921" +"Nova Lima","Nova Lima","-19.9800","-43.8500","Brazil","BR","BRA","Minas Gerais","","88399","1076876220" +"Diamantina","Diamantina","-18.2400","-43.6100","Brazil","BR","BRA","Minas Gerais","","37343","1076865092" +"Itapecuru Mirim","Itapecuru Mirim","-3.4000","-44.3600","Brazil","BR","BRA","Maranhão","","34943","1076422017" +"Bocaiúva","Bocaiuva","-17.1096","-43.8100","Brazil","BR","BRA","Minas Gerais","","32114","1076639320" +"Nova Viçosa","Nova Vicosa","-17.8800","-39.3700","Brazil","BR","BRA","Bahia","","55980","1076116919" +"Itamaraju","Itamaraju","-17.0396","-39.5299","Brazil","BR","BRA","Bahia","","47628","1076241282" +"Montes Claros","Montes Claros","-16.7200","-43.8600","Brazil","BR","BRA","Minas Gerais","","332379","1076113275" +"Caratinga","Caratinga","-19.7900","-42.1400","Brazil","BR","BRA","Minas Gerais","","60066","1076504581" +"Ubá","Uba","-21.1196","-42.9500","Brazil","BR","BRA","Minas Gerais","","97828","1076389529" +"Alta Floresta","Alta Floresta","-9.9000","-55.9100","Brazil","BR","BRA","Mato Grosso","","40466","1076069666" +"Ponte Nova","Ponte Nova","-20.4096","-42.9000","Brazil","BR","BRA","Minas Gerais","","48187","1076567178" +"Castanhal","Castanhal","-1.2896","-47.9300","Brazil","BR","BRA","Pará","","137406","1076216938" +"Conselheiro Lafaiete","Conselheiro Lafaiete","-20.6700","-43.7900","Brazil","BR","BRA","Minas Gerais","","111596","1076456009" +"Juiz de Fora","Juiz de Fora","-21.7700","-43.3750","Brazil","BR","BRA","Minas Gerais","","470193","1076006144" +"Leopoldina","Leopoldina","-21.5300","-42.6400","Brazil","BR","BRA","Minas Gerais","","46742","1076352077" +"Cachoeiro de Itapemirim","Cachoeiro de Itapemirim","-20.8500","-41.1300","Brazil","BR","BRA","Espírito Santo","","187019","1076536175" +"Barbacena","Barbacena","-21.2200","-43.7700","Brazil","BR","BRA","Minas Gerais","","122211","1076877003" +"Florianópolis","Florianopolis","-27.5800","-48.5200","Brazil","BR","BRA","Santa Catarina","admin","1023000","1076190259" +"Porto Nacional","Porto Nacional","-10.7000","-48.4199","Brazil","BR","BRA","Tocantins","","9129","1076043090" +"Principe da Beira","Principe da Beira","-12.4167","-64.4166","Brazil","BR","BRA","Rondônia","","956","1076482734" +"Itajaí","Itajai","-26.8996","-48.6800","Brazil","BR","BRA","Santa Catarina","","327126","1076348188" +"Belém","Belem","-1.4500","-48.4800","Brazil","BR","BRA","Pará","admin","2167000","1076646823" +"Palmas","Palmas","-10.2377","-48.2878","Brazil","BR","BRA","Tocantins","admin","235315","1076052802" +"Xinguara","Xinguara","-7.1006","-49.9480","Brazil","BR","BRA","Pará","","4047","1076290442" +"Bragança","Braganca","-1.0500","-46.7700","Brazil","BR","BRA","Pará","","57163","1076855072" +"Vitória","Vitoria","-20.3240","-40.3660","Brazil","BR","BRA","Espírito Santo","admin","1704000","1076376829" +"Parintins","Parintins","-2.6100","-56.7400","Brazil","BR","BRA","Amazonas","","64428","1076090375" +"Viseu","Viseu","-1.1965","-46.1400","Brazil","BR","BRA","Pará","","18958","1076429547" +"Colíder","Colider","-10.8173","-55.4506","Brazil","BR","BRA","Mato Grosso","","27139","1076780919" +"Sinop","Sinop","-11.8500","-55.4600","Brazil","BR","BRA","Mato Grosso","","8961","1076876295" +"Campos","Campos","-21.7500","-41.3200","Brazil","BR","BRA","Rio de Janeiro","","387417","1076606365" +"Petrolina","Petrolina","-9.3800","-40.5100","Brazil","BR","BRA","Pernambuco","","260985","1076843988" +"Juazeiro","Juazeiro","-9.4200","-40.5000","Brazil","BR","BRA","Bahia","","95132","1076632040" +"Brumado","Brumado","-14.2100","-41.6700","Brazil","BR","BRA","Bahia","","41989","1076669684" +"Osório","Osorio","-29.8800","-50.2700","Brazil","BR","BRA","Rio Grande do Sul","","34628","1076367566" +"Rio de Janeiro","Rio de Janeiro","-22.9250","-43.2250","Brazil","BR","BRA","Rio de Janeiro","admin","11748000","1076887657" +"Breves","Breves","-1.6800","-50.4900","Brazil","BR","BRA","Pará","","47164","1076061751" +"Jaboticabal","Jaboticabal","-21.2500","-48.3300","Brazil","BR","BRA","São Paulo","","69394","1076368201" +"Lajes","Lajes","-27.8096","-50.3100","Brazil","BR","BRA","Santa Catarina","","164676","1076517475" +"Araguaína","Araguaina","-7.1900","-48.2100","Brazil","BR","BRA","Tocantins","","50444","1076632868" +"Marabá","Maraba","-5.3500","-49.1160","Brazil","BR","BRA","Pará","","166182","1076974144" +"Itupiranga","Itupiranga","-5.1200","-49.3000","Brazil","BR","BRA","Pará","","21301","1076086545" +"Barras","Barras","-4.2500","-42.3000","Brazil","BR","BRA","Piauí","","21597","1076766658" +"Rolim de Moura","Rolim de Moura","-11.7302","-61.7806","Brazil","BR","BRA","Rondônia","","24516","1076556836" +"São José dos Campos","Sao Jose dos Campos","-23.2000","-45.8799","Brazil","BR","BRA","São Paulo","","753769","1076783887" +"Gurupi","Gurupi","-11.7196","-49.0600","Brazil","BR","BRA","Tocantins","","64789","1076649238" +"Itaberaba","Itaberaba","-12.5196","-40.3000","Brazil","BR","BRA","Bahia","","47301","1076160849" +"Macaé","Macae","-22.3800","-41.7900","Brazil","BR","BRA","Rio de Janeiro","","143029","1076074287" +"Miracema","Miracema","-21.4100","-42.2000","Brazil","BR","BRA","Rio de Janeiro","","26684","1076359191" +"Niterói","Niteroi","-22.9000","-43.1000","Brazil","BR","BRA","Rio de Janeiro","","1500513","1076501425" +"Marília","Marilia","-22.2100","-49.9500","Brazil","BR","BRA","São Paulo","","212218","1076042151" +"Franca","Franca","-20.5300","-47.3900","Brazil","BR","BRA","São Paulo","","305041","1076740256" +"Maués","Maues","-3.3896","-57.7200","Brazil","BR","BRA","Amazonas","","32561","1076490155" +"Guaratinguetá","Guaratingueta","-22.8200","-45.1900","Brazil","BR","BRA","São Paulo","","203580","1076125544" +"Santarém","Santarem","-2.4333","-54.7000","Brazil","BR","BRA","Pará","","230428","1076256494" +"Garça","Garca","-22.2200","-49.6600","Brazil","BR","BRA","São Paulo","","41302","1076270928" +"Ourinhos","Ourinhos","-22.9700","-49.8700","Brazil","BR","BRA","São Paulo","","97799","1076551408" +"Jaú","Jau","-22.2896","-48.5700","Brazil","BR","BRA","São Paulo","","119206","1076312559" +"Tatuí","Tatui","-23.3500","-47.8600","Brazil","BR","BRA","São Paulo","","93580","1076587962" +"Taubaté","Taubate","-23.0195","-45.5600","Brazil","BR","BRA","São Paulo","","403560","1076146252" +"Santos","Santos","-23.9537","-46.3329","Brazil","BR","BRA","São Paulo","","1709000","1076033299" +"São João da Boa Vista","Sao Joao da Boa Vista","-21.9800","-46.7900","Brazil","BR","BRA","São Paulo","","76540","1076459561" +"Barra do Garças","Barra do Garcas","-15.8796","-52.2600","Brazil","BR","BRA","Mato Grosso","","52398","1076425403" +"São José do Rio Preto","Sao Jose do Rio Preto","-20.7996","-49.3900","Brazil","BR","BRA","São Paulo","","374699","1076760827" +"Jundiaí","Jundiai","-23.2000","-46.8800","Brazil","BR","BRA","São Paulo","","505548","1076998392" +"Coari","Coari","-4.0800","-63.1300","Brazil","BR","BRA","Amazonas","","53305","1076899406" +"Ribeirão Preto","Ribeirao Preto","-21.1700","-47.8300","Brazil","BR","BRA","São Paulo","","551267","1076524478" +"Novo Horizonte","Novo Horizonte","-21.4596","-49.2200","Brazil","BR","BRA","São Paulo","","30158","1076842025" +"Abaetetuba","Abaetetuba","-1.7245","-48.8849","Brazil","BR","BRA","Pará","","79420","1076974632" +"Tocantinópolis","Tocantinopolis","-6.3196","-47.4200","Brazil","BR","BRA","Tocantins","","8750","1076917053" +"Amapá","Amapa","2.0500","-50.8000","Brazil","BR","BRA","Amapá","","1947","1076834242" +"Vila Velha","Vila Velha","3.2167","-51.2167","Brazil","BR","BRA","Amapá","","1209091","1076575691" +"São Gabriel da Cachoeira","Sao Cabriel da Cachoeira","-0.1332","-67.0833","Brazil","BR","BRA","Amazonas","","15231","1076863074" +"Tefé","Tefe","-3.3600","-64.7000","Brazil","BR","BRA","Amazonas","","51437","1076049089" +"Fonte Boa","Fonte Boa","-2.5138","-66.0916","Brazil","BR","BRA","Amazonas","","16060","1076851330" +"Imperatriz","Imperatriz","-5.5200","-47.4900","Brazil","BR","BRA","Maranhão","","218106","1076486025" +"Niquelândia","Niquelandia","-14.4696","-48.4700","Brazil","BR","BRA","Goiás","","27541","1076682103" +"Goianésia","Goianesia","-15.3096","-49.1300","Brazil","BR","BRA","Goiás","","47883","1076636505" +"Ceres","Ceres","-15.3033","-49.6052","Brazil","BR","BRA","Goiás","","18759","1076087042" +"Portel","Portel","-1.9500","-50.8200","Brazil","BR","BRA","Pará","","21315","1076977846" +"Canoinhas","Canoinhas","-26.1800","-50.4000","Brazil","BR","BRA","Santa Catarina","","41498","1076606234" +"Altamira","Altamira","-3.1996","-52.2100","Brazil","BR","BRA","Pará","","70888","1076710878" +"Boa Vista","Boa Vista","2.8161","-60.6660","Brazil","BR","BRA","Roraima","admin","235150","1076621300" +"São Paulo","Sao Paulo","-23.5587","-46.6250","Brazil","BR","BRA","São Paulo","admin","18845000","1076532519" +"Macapá","Macapa","0.0330","-51.0500","Brazil","BR","BRA","Amapá","admin","499166","1076189884" +"Itacoatiara","Itacoatiara","-3.1400","-58.4400","Brazil","BR","BRA","Amazonas","","51509","1076759384" +"Alenquer","Alenquer","-1.9396","-54.7900","Brazil","BR","BRA","Pará","","26290","1076529970" +"Porto Santana","Porto Santana","-0.0396","-51.1800","Brazil","BR","BRA","Amapá","","83927","1076974952" +"Barcelos","Barcelos","-0.9750","-62.9239","Brazil","BR","BRA","Amazonas","","12584","1076105080" +"Tonantins","Tonantins","-2.8727","-67.8019","Brazil","BR","BRA","Amazonas","","4561","1076820908" +"Imbituba","Imbituba","-28.2296","-48.6600","Brazil","BR","BRA","Santa Catarina","","43450","1076391605" +"Balsas","Balsas","-7.5200","-46.0500","Brazil","BR","BRA","Maranhão","","68056","1076067021" +"Eirunepé","Eirunepe","-6.6600","-69.8738","Brazil","BR","BRA","Amazonas","","21750","1076884388" +"Porto Velho","Porto Velho","-8.7500","-63.9000","Brazil","BR","BRA","Rondônia","admin","306180","1076045591" +"Brusque","Brusque","-27.1300","-48.9300","Brazil","BR","BRA","Santa Catarina","","88284","1076418225" +"Americana","Americana","-22.7499","-47.3300","Brazil","BR","BRA","São Paulo","","479472","1076922153" +"Limeira","Limeira","-22.5495","-47.4000","Brazil","BR","BRA","São Paulo","","289665","1076508566" +"Piracicaba","Piracicaba","-22.7100","-47.6400","Brazil","BR","BRA","São Paulo","","342209","1076166252" +"Pirassununga","Pirassununga","-21.9900","-47.4300","Brazil","BR","BRA","São Paulo","","60413","1076467647" +"Rio Claro","Rio Claro","-22.4100","-47.5600","Brazil","BR","BRA","São Paulo","","180147","1076411428" +"São Carlos","Sao Carlos","-22.0200","-47.8900","Brazil","BR","BRA","São Paulo","","205035","1076673445" +"Três Lagoas","Tres Lagoas","-20.7900","-51.7200","Brazil","BR","BRA","Mato Grosso do Sul","","78712","1076281782" +"Andradina","Andradina","-20.9096","-51.3799","Brazil","BR","BRA","São Paulo","","52406","1076417183" +"Bragança Paulista","Braganca Paulista","-22.9500","-46.5500","Brazil","BR","BRA","São Paulo","","127676","1076245528" +"Nova Friburgo","Nova Friburgo","-22.2600","-42.5400","Brazil","BR","BRA","Rio de Janeiro","","171991","1076922983" +"Cabo Frio","Cabo Frio","-22.8900","-42.0400","Brazil","BR","BRA","Rio de Janeiro","","261721","1076449553" +"Nova Iguaçu","Nova Iguacu","-22.7400","-43.4700","Brazil","BR","BRA","Rio de Janeiro","","844583","1076339714" +"Petrópolis","Petropolis","-22.5095","-43.2000","Brazil","BR","BRA","Rio de Janeiro","","286071","1076352504" +"Nassau","Nassau","25.0834","-77.3500","Bahamas, The","BS","BHS","","primary","227940","1044318561" +"Freeport","Freeport","26.5333","-78.7000","Bahamas, The","BS","BHS","City of Freeport","","25383","1044291614" +"Mongar","Mongar","27.2747","91.2396","Bhutan","BT","BTN","Mongar","admin","","1064208677" +"Pemagatshel","Pemagatshel","27.0380","91.4031","Bhutan","BT","BTN","Pemagatshel","admin","","1064215849" +"Samdrup Jongkhar","Samdrup Jongkhar","26.8007","91.5052","Bhutan","BT","BTN","Samdrup Jongkhar","admin","","1064656050" +"Gasa","Gasa","27.9067","89.7304","Bhutan","BT","BTN","Gasa","admin","","1064761583" +"Thimphu","Thimphu","27.4730","89.6390","Bhutan","BT","BTN","Thimphu","primary","98676","1064010361" +"Trashigang","Trashigang","27.3331","91.5542","Bhutan","BT","BTN","Trashigang","admin","","1064123227" +"Lhuentse","Lhuentse","27.6679","91.1839","Bhutan","BT","BTN","Lhuentse","admin","","1064227529" +"Trashi Yangtse","Trashi Yangtse","27.6116","91.4980","Bhutan","BT","BTN","Trashi Yangtse","admin","","1064210713" +"Wangdue Prodrang","Wangdue Prodrang","27.4333","89.9167","Bhutan","BT","BTN","Wangdue Phodrang","admin","5000","1064353953" +"Punakha","Punakha","27.6333","89.8333","Bhutan","BT","BTN","Punakha","admin","5000","1064171188" +"Haa","Haa","27.3685","89.2918","Bhutan","BT","BTN","Haa","admin","","1064717667" +"Trongsa","Trongsa","27.5026","90.5072","Bhutan","BT","BTN","Trongsa","admin","","1064630357" +"Zhemgang","Zhemgang","27.2169","90.6579","Bhutan","BT","BTN","Zhemgang","admin","","1064512651" +"Jakar","Jakar","27.5492","90.7525","Bhutan","BT","BTN","Bumthang","admin","","1064194738" +"Sarpang","Sarpang","26.8639","90.2674","Bhutan","BT","BTN","Sarpang","admin","","1064362339" +"Tsirang","Tsirang","27.0219","90.1229","Bhutan","BT","BTN","Tsirang","admin","","1064617460" +"Paro","Paro","27.3833","89.5167","Bhutan","BT","BTN","Paro","admin","15000","1064216277" +"Samtse","Samtse","26.8990","89.0995","Bhutan","BT","BTN","Samtse","admin","","1064763429" +"Daga","Daga","27.0753","89.8769","Bhutan","BT","BTN","Dagana","admin","","1064785735" +"Tsimasham","Tsimasham","27.0989","89.5360","Bhutan","BT","BTN","Chhukha","admin","","1064167489" +"Mohembo","Mohembo","-18.2996","21.8000","Botswana","BW","BWA","","","757","1072113578" +"Ghanzi","Ghanzi","-21.6996","21.6400","Botswana","BW","BWA","Ghanzi","admin","6306","1072132620" +"Nokaneng","Nokaneng","-19.6696","22.2700","Botswana","BW","BWA","","","1763","1072707427" +"Lokhwabe","Lokhwabe","-24.1696","21.8300","Botswana","BW","BWA","","","1473","1072642304" +"Lehututu","Lehututu","-23.9696","21.8700","Botswana","BW","BWA","","","1942","1072398415" +"Tshabong","Tshabong","-26.0095","22.4000","Botswana","BW","BWA","Kgalagadi","admin","9679","1072830877" +"Tsau","Tsau","-20.1596","22.4600","Botswana","BW","BWA","","","1409","1072736607" +"Mochudi","Mochudi","-24.3770","26.1520","Botswana","BW","BWA","Kgatleng","admin","39700","1072876960" +"Nata","Nata","-20.2095","26.1900","Botswana","BW","BWA","","","4794","1072462404" +"Maun","Maun","-19.9896","23.4200","Botswana","BW","BWA","North West","admin","49945","1072985345" +"Serowe","Serowe","-22.3900","26.7100","Botswana","BW","BWA","Central","admin","48573","1072708388" +"Kanye","Kanye","-24.9696","25.3400","Botswana","BW","BWA","Southern","admin","46831","1072506645" +"Mahalapye","Mahalapye","-23.1000","26.8200","Botswana","BW","BWA","Central","","50744","1072304817" +"Palapye","Palapye","-22.5596","27.1300","Botswana","BW","BWA","Central","","30650","1072264514" +"Molepolole","Molepolole","-24.4000","25.5100","Botswana","BW","BWA","Kweneng","admin","63248","1072560529" +"Mopipi","Mopipi","-21.1795","24.8800","Botswana","BW","BWA","Central","","3301","1072326657" +"Kasane","Kasane","-17.8096","25.1500","Botswana","BW","BWA","Chobe","admin","9250","1072217316" +"Sowa Town","Sowa Town","-20.5636","26.2244","Botswana","BW","BWA","Sowa Town","admin","","1072487689" +"Ramotswa","Ramotswa","-24.8716","25.8699","Botswana","BW","BWA","South East","admin","","1072070629" +"Masunga","Masunga","-20.6245","27.4488","Botswana","BW","BWA","North East","admin","","1072609074" +"Gaborone","Gaborone","-24.6463","25.9119","Botswana","BW","BWA","Gaborone","primary","208411","1072756768" +"Jwaneng","Jwaneng","-24.6017","24.7281","Botswana","BW","BWA","Jwaneng","admin","","1072118187" +"Lobatse","Lobatse","-25.2196","25.6800","Botswana","BW","BWA","Lobatse","admin","69804","1072740062" +"Selibe Phikwe","Selibe Phikwe","-21.9758","27.8347","Botswana","BW","BWA","Selibe Phikwe","admin","","1072308184" +"Francistown","Francistown","-21.1700","27.5000","Botswana","BW","BWA","Francistown","admin","89979","1072124168" +"Minsk","Minsk","53.9000","27.5666","Belarus","BY","BLR","","primary","1805000","1112348503" +"Brest","Brest","52.1000","23.7000","Belarus","BY","BLR","Brestskaya Voblasts’","admin","300715","1112896927" +"Lida","Lida","53.8885","25.2846","Belarus","BY","BLR","Hrodzyenskaya Voblasts’","","100216","1112110662" +"Baranavichy","Baranavichy","53.1368","26.0134","Belarus","BY","BLR","Brestskaya Voblasts’","minor","168772","1112421165" +"Mazyr","Mazyr","52.0460","29.2722","Belarus","BY","BLR","Homyel’skaya Voblasts’","minor","112137","1112704173" +"Hrodna","Hrodna","53.6779","23.8341","Belarus","BY","BLR","Hrodzyenskaya Voblasts’","admin","317365","1112187197" +"Pinsk","Pinsk","52.1279","26.0941","Belarus","BY","BLR","Brestskaya Voblasts’","minor","130777","1112209279" +"Maladzyechna","Maladzyechna","54.3188","26.8653","Belarus","BY","BLR","Minskaya Voblasts’","minor","101300","1112822882" +"Barysaw","Barysaw","54.2260","28.4922","Belarus","BY","BLR","Minskaya Voblasts’","minor","155389","1112659163" +"Polatsk","Polatsk","55.4894","28.7860","Belarus","BY","BLR","Vitsyebskaya Voblasts’","minor","82258","1112068992" +"Orsha","Orsha","54.5153","30.4215","Belarus","BY","BLR","Vitsyebskaya Voblasts’","minor","135206","1112188007" +"Babruysk","Babruysk","53.1266","29.1928","Belarus","BY","BLR","Mahilyowskaya Voblasts’","minor","220517","1112573808" +"Homyel","Homyel","52.4300","31.0000","Belarus","BY","BLR","Homyel’skaya Voblasts’","admin","480951","1112580227" +"Mahilyow","Mahilyow","53.8985","30.3247","Belarus","BY","BLR","Mahilyowskaya Voblasts’","admin","369200","1112518993" +"Vitsyebsk","Vitsyebsk","55.1887","30.1853","Belarus","BY","BLR","Vitsyebskaya Voblasts’","admin","342700","1112480679" +"Belmopan","Belmopan","17.2520","-88.7671","Belize","BZ","BLZ","Cayo","primary","15220","1084586375" +"Corozal","Corozal","18.3980","-88.3880","Belize","BZ","BLZ","Corozal","admin","8724","1084938400" +"Belize City","Belize City","17.4987","-88.1884","Belize","BZ","BLZ","Belize","admin","63028","1084150679" +"Dangriga","Dangriga","16.9700","-88.2200","Belize","BZ","BLZ","Stann Creek","admin","10750","1084718311" +"Orange Walk","Orange Walk","18.0904","-88.5600","Belize","BZ","BLZ","Orange Walk","admin","20835","1084547220" +"Punta Gorda","Punta Gorda","16.1003","-88.8100","Belize","BZ","BLZ","Toledo","admin","7748","1084536442" +"El Cayo","El Cayo","17.1560","-89.0610","Belize","BZ","BLZ","Cayo","admin","16977","1084924884" +"Selkirk","Selkirk","50.1500","-96.8833","Canada","CA","CAN","Manitoba","","9986","1124499880" +"Trepassey","Trepassey","46.7370","-53.3633","Canada","CA","CAN","Newfoundland and Labrador","","398","1124344083" +"Schefferville","Schefferville","54.8000","-66.8167","Canada","CA","CAN","Québec","","471","1124403382" +"Whitehorse","Whitehorse","60.7167","-135.0500","Canada","CA","CAN","Yukon","admin","23276","1124348186" +"Trout River","Trout River","49.4837","-58.1166","Canada","CA","CAN","Newfoundland and Labrador","","452","1124733447" +"Yorkton","Yorkton","51.2171","-102.4665","Canada","CA","CAN","Saskatchewan","","15172","1124108820" +"Antigonish","Antigonish","45.6269","-61.9982","Canada","CA","CAN","Nova Scotia","","6739","1124839247" +"Gander","Gander","48.9500","-54.5500","Canada","CA","CAN","Newfoundland and Labrador","","3345","1124310517" +"Berens River","Berens River","52.3666","-97.0333","Canada","CA","CAN","Manitoba","","892","1124806860" +"Port-Menier","Port-Menier","49.8226","-64.3480","Canada","CA","CAN","Québec","","263","1124109240" +"Wetaskiwin","Wetaskiwin","52.9666","-113.3833","Canada","CA","CAN","Alberta","","11823","1124492484" +"Shamattawa","Shamattawa","55.8504","-92.0833","Canada","CA","CAN","Manitoba","","870","1124131561" +"Steinbach","Steinbach","49.5171","-96.6833","Canada","CA","CAN","Manitoba","","9729","1124152692" +"Thunder Bay","Thunder Bay","48.4462","-89.2750","Canada","CA","CAN","Ontario","","99334","1124398712" +"Oshawa","Oshawa","43.8800","-78.8500","Canada","CA","CAN","Ontario","","450963","1124541904" +"Chicoutimi","Chicoutimi","48.4333","-71.0667","Canada","CA","CAN","Québec","","53940","1124426272" +"Melville","Melville","50.9333","-102.8000","Canada","CA","CAN","Saskatchewan","","4279","1124823140" +"Brooks","Brooks","50.5671","-111.9000","Canada","CA","CAN","Alberta","","14163","1124093123" +"Dauphin","Dauphin","51.1500","-100.0500","Canada","CA","CAN","Manitoba","","9077","1124144510" +"Smithers","Smithers","54.7666","-127.1666","Canada","CA","CAN","British Columbia","","6245","1124191574" +"Terrace","Terrace","54.5000","-128.5833","Canada","CA","CAN","British Columbia","","19443","1124878479" +"Lutselke","Lutselke","62.4001","-110.7333","Canada","CA","CAN","Northwest Territories","","102","1124525451" +"Resolute","Resolute","74.6833","-94.9000","Canada","CA","CAN","Nunavut","","250","1124211405" +"Quesnel","Quesnel","52.9837","-122.4833","Canada","CA","CAN","British Columbia","","13788","1124028015" +"Island Lake","Island Lake","53.9666","-94.7666","Canada","CA","CAN","Manitoba","","10","1124887306" +"Halifax","Halifax","44.6500","-63.6000","Canada","CA","CAN","Nova Scotia","admin","359111","1124130981" +"Watson Lake","Watson Lake","60.1166","-128.8000","Canada","CA","CAN","Yukon","","802","1124162676" +"Sydney","Sydney","46.0661","-60.1800","Canada","CA","CAN","Nova Scotia","","37538","1124205375" +"Dawson Creek","Dawson Creek","55.7670","-120.2333","Canada","CA","CAN","British Columbia","","10802","1124081402" +"Uranium City","Uranium City","59.5666","-108.6166","Canada","CA","CAN","Saskatchewan","","89","1124993293" +"Timmins","Timmins","48.4666","-81.3333","Canada","CA","CAN","Ontario","","34974","1124760634" +"Saskatoon","Saskatoon","52.1700","-106.6700","Canada","CA","CAN","Saskatchewan","","198958","1124612546" +"Iqaluit","Iqaluit","63.7505","-68.5002","Canada","CA","CAN","Nunavut","admin","6124","1124379539" +"Alert","Alert","82.4833","-62.2500","Canada","CA","CAN","Nunavut","","125","1124921853" +"Thessalon","Thessalon","46.2500","-83.5500","Canada","CA","CAN","Ontario","","1464","1124087342" +"Yellowknife","Yellowknife","62.4420","-114.3970","Canada","CA","CAN","Northwest Territories","admin","19234","1124208917" +"Camrose","Camrose","53.0167","-112.8166","Canada","CA","CAN","Alberta","","15808","1124351657" +"Campbell River","Campbell River","50.0171","-125.2500","Canada","CA","CAN","British Columbia","","33430","1124851971" +"Revelstoke","Revelstoke","51.0005","-118.1833","Canada","CA","CAN","British Columbia","","7668","1124070926" +"Meadow Lake","Meadow Lake","54.1301","-108.4347","Canada","CA","CAN","Saskatchewan","","5882","1124434578" +"Atikokan","Atikokan","48.7504","-91.6166","Canada","CA","CAN","Ontario","","3625","1124868159" +"Creston","Creston","49.1000","-116.5167","Canada","CA","CAN","British Columbia","","4816","1124204302" +"Gillam","Gillam","56.3500","-94.7000","Canada","CA","CAN","Manitoba","","1281","1124560722" +"Cranbrook","Cranbrook","49.5167","-115.7667","Canada","CA","CAN","British Columbia","","18610","1124937794" +"Little Current","Little Current","45.9670","-81.9333","Canada","CA","CAN","Ontario","","1595","1124386809" +"Calgary","Calgary","51.0830","-114.0800","Canada","CA","CAN","Alberta","","1110000","1124690423" +"Big Beaver House","Big Beaver House","52.9500","-89.8833","Canada","CA","CAN","Ontario","","10","1124557709" +"Parry Sound","Parry Sound","45.3337","-80.0330","Canada","CA","CAN","Ontario","","7105","1124245809" +"Kamloops","Kamloops","50.6667","-120.3333","Canada","CA","CAN","British Columbia","","68714","1124735582" +"Dolbeau","Dolbeau","48.8666","-72.2333","Canada","CA","CAN","Québec","","13337","1124037070" +"St. John's","St. John's","47.5850","-52.6810","Canada","CA","CAN","Newfoundland and Labrador","admin","131469","1124741456" +"Lansdowne House","Lansdowne House","52.2166","-87.8833","Canada","CA","CAN","Ontario","","120","1124130748" +"Paulatuk","Paulatuk","69.3833","-123.9833","Canada","CA","CAN","Northwest Territories","","294","1124599203" +"Attawapiskat","Attawapiskat","52.9166","-82.4333","Canada","CA","CAN","Ontario","","1802","1124363788" +"Rimouski","Rimouski","48.4337","-68.5167","Canada","CA","CAN","Québec","","35584","1124433645" +"Grand Prairie","Grand Prairie","55.1666","-118.8000","Canada","CA","CAN","Alberta","","41462","1124505481" +"La Sarre","La Sarre","48.8000","-79.2000","Canada","CA","CAN","Québec","","7206","1124902252" +"Mingan","Mingan","50.3018","-64.0173","Canada","CA","CAN","Québec","","588","1124305694" +"Prince Albert","Prince Albert","53.2000","-105.7500","Canada","CA","CAN","Saskatchewan","","34609","1124158154" +"Moose Jaw","Moose Jaw","50.4000","-105.5500","Canada","CA","CAN","Saskatchewan","","32166","1124806868" +"Powell River","Powell River","49.8837","-124.5500","Canada","CA","CAN","British Columbia","","12779","1124154376" +"Pangnirtung","Pangnirtung","66.1333","-65.7500","Canada","CA","CAN","Nunavut","","1320","1124731886" +"Nelson","Nelson","49.4837","-117.2833","Canada","CA","CAN","British Columbia","","11779","1124361295" +"Peace River","Peace River","56.2333","-117.2833","Canada","CA","CAN","Alberta","","5340","1124941936" +"Cobalt","Cobalt","47.3837","-79.6833","Canada","CA","CAN","Ontario","","1372","1124248298" +"New Glasgow","New Glasgow","45.5833","-62.6333","Canada","CA","CAN","Nova Scotia","","20322","1124760188" +"Arctic Bay","Arctic Bay","73.0333","-85.1666","Canada","CA","CAN","Nunavut","","604","1124556203" +"Burwash Landing","Burwash Landing","61.3504","-139.0000","Canada","CA","CAN","Yukon","","73","1124021816" +"Saint-Georges","Saint-Georges","46.1171","-70.6667","Canada","CA","CAN","Québec","","26149","1124154865" +"Vancouver","Vancouver","49.2734","-123.1216","Canada","CA","CAN","British Columbia","","2313328","1124825478" +"Medicine Hat","Medicine Hat","50.0333","-110.6833","Canada","CA","CAN","Alberta","","63138","1124303972" +"Port Hope Simpson","Port Hope Simpson","52.5333","-56.3000","Canada","CA","CAN","Newfoundland and Labrador","","197","1124159024" +"Deer Lake","Deer Lake","49.1744","-57.4269","Canada","CA","CAN","Newfoundland and Labrador","","4163","1124841556" +"Vegreville","Vegreville","53.5000","-112.0500","Canada","CA","CAN","Alberta","","5813","1124534321" +"Bella Bella","Bella Bella","52.1484","-128.1173","Canada","CA","CAN","British Columbia","","1400","1124480592" +"Rankin Inlet","Rankin Inlet","62.8167","-92.0953","Canada","CA","CAN","Nunavut","","2472","1124057160" +"Owen Sound","Owen Sound","44.5666","-80.8500","Canada","CA","CAN","Ontario","","22625","1124623613" +"Lac La Biche","Lac La Biche","54.7719","-111.9647","Canada","CA","CAN","Alberta","","2986","1124501918" +"Hopedale","Hopedale","55.4500","-60.2167","Canada","CA","CAN","Newfoundland and Labrador","","442","1124338710" +"Norway House","Norway House","53.9666","-97.8333","Canada","CA","CAN","Manitoba","","6000","1124567295" +"Coral Harbour","Coral Harbour","64.1538","-83.1766","Canada","CA","CAN","Nunavut","","834","1124748087" +"Kugluktuk","Kugluktuk","67.7987","-115.1254","Canada","CA","CAN","Nunavut","","1302","1124349489" +"Norman Wells","Norman Wells","65.2837","-126.8500","Canada","CA","CAN","Northwest Territories","","1027","1124868628" +"Fort Resolution","Fort Resolution","61.1666","-113.6830","Canada","CA","CAN","Northwest Territories","","448","1124395645" +"Fort McPherson","Fort McPherson","67.4915","-134.8950","Canada","CA","CAN","Northwest Territories","","1069","1124984904" +"Forteau","Forteau","51.4504","-56.9500","Canada","CA","CAN","Newfoundland and Labrador","","448","1124235945" +"Kuujjuaq","Kuujjuaq","58.1000","-68.4000","Canada","CA","CAN","Québec","","1273","1124705411" +"Cape Dorset","Cape Dorset","64.3125","-76.5386","Canada","CA","CAN","Nunavut","","1326","1124646146" +"Cartwright","Cartwright","53.7014","-57.0121","Canada","CA","CAN","Newfoundland and Labrador","","505","1124810278" +"Flin Flon","Flin Flon","54.7666","-101.8833","Canada","CA","CAN","Manitoba","","6393","1124500458" +"Holman","Holman","70.7334","-117.7500","Canada","CA","CAN","Northwest Territories","","500","1124762461" +"Pembroke","Pembroke","45.8503","-77.1166","Canada","CA","CAN","Ontario","","15551","1124877940" +"Baker Lake","Baker Lake","64.3170","-96.0167","Canada","CA","CAN","Nunavut","","1584","1124826935" +"Moosonee","Moosonee","51.2806","-80.6580","Canada","CA","CAN","Ontario","","1725","1124592907" +"Dryden","Dryden","49.7833","-92.8333","Canada","CA","CAN","Ontario","","7862","1124295097" +"Corner Brook","Corner Brook","48.9500","-57.9333","Canada","CA","CAN","Newfoundland and Labrador","","20791","1124244792" +"Kelowna","Kelowna","49.9000","-119.4833","Canada","CA","CAN","British Columbia","","125109","1124080626" +"Fort Smith","Fort Smith","60.0000","-111.8833","Canada","CA","CAN","Northwest Territories","","518","1124491408" +"Fort Severn","Fort Severn","55.9833","-87.6500","Canada","CA","CAN","Ontario","","125","1124513059" +"Mont-Laurier","Mont-Laurier","46.5504","-75.5000","Canada","CA","CAN","Québec","","11642","1124355399" +"Channel-Port aux Basques","Channel-Port aux Basques","47.5670","-59.1500","Canada","CA","CAN","Newfoundland and Labrador","","4220","1124993496" +"Kindersley","Kindersley","51.4670","-109.1333","Canada","CA","CAN","Saskatchewan","","4383","1124343190" +"Igloolik","Igloolik","69.2565","-81.7936","Canada","CA","CAN","Nunavut","","1612","1124253277" +"Hudson Bay","Hudson Bay","52.8504","-102.3833","Canada","CA","CAN","Saskatchewan","","2157","1124151446" +"Courtenay","Courtenay","49.6833","-125.0000","Canada","CA","CAN","British Columbia","","32793","1124324905" +"Mistassini","Mistassini","50.4171","-73.8666","Canada","CA","CAN","Québec","","2645","1124591114" +"Kingston","Kingston","44.2337","-76.4833","Canada","CA","CAN","Ontario","","114195","1124437097" +"Eastmain","Eastmain","52.2333","-78.5167","Canada","CA","CAN","Québec","","335","1124594875" +"Baie-Comeau","Baie-Comeau","49.2227","-68.1580","Canada","CA","CAN","Québec","","10435","1124859576" +"North Bay","North Bay","46.3000","-79.4500","Canada","CA","CAN","Ontario","","50170","1124058496" +"North Battleford","North Battleford","52.7666","-108.2833","Canada","CA","CAN","Saskatchewan","","19440","1124789635" +"Grise Fiord","Grise Fiord","76.4417","-82.9500","Canada","CA","CAN","Nunavut","","23","1124072601" +"Hay River","Hay River","60.8500","-115.7000","Canada","CA","CAN","Northwest Territories","","3900","1124721803" +"Stony Rapids","Stony Rapids","59.2666","-105.8333","Canada","CA","CAN","Saskatchewan","","152","1124279421" +"Hinton","Hinton","53.4000","-117.5834","Canada","CA","CAN","Alberta","","10265","1124131074" +"Toronto","Toronto","43.7000","-79.4200","Canada","CA","CAN","Ontario","admin","5213000","1124279679" +"Edmonton","Edmonton","53.5500","-113.5000","Canada","CA","CAN","Alberta","admin","1058000","1124290735" +"Gjoa Haven","Gjoa Haven","68.6333","-95.9167","Canada","CA","CAN","Nunavut","","1109","1124942230" +"Fort Simpson","Fort Simpson","61.8500","-121.3333","Canada","CA","CAN","Northwest Territories","","283","1124669512" +"Naujaat","Repulse Bay","66.5295","-86.2829","Canada","CA","CAN","Nunavut","","1000","1124398936" +"Lethbridge","Lethbridge","49.7005","-112.8333","Canada","CA","CAN","Alberta","","70617","1124321200" +"Sudbury","Sudbury","46.5000","-80.9666","Canada","CA","CAN","Ontario","","157857","1124539524" +"Swift Current","Swift Current","50.2837","-107.7666","Canada","CA","CAN","Saskatchewan","","14906","1124460875" +"Regina","Regina","50.4500","-104.6170","Canada","CA","CAN","Saskatchewan","admin","176183","1124342541" +"Cornwall","Cornwall","45.0171","-74.7333","Canada","CA","CAN","Ontario","","48821","1124938303" +"Taloyoak","Taloyoak","69.5333","-93.5333","Canada","CA","CAN","Nunavut","","774","1124099415" +"Tuktoyaktuk","Tuktoyaktuk","69.4548","-133.0492","Canada","CA","CAN","Northwest Territories","","929","1124437778" +"Deer Lake","Deer Lake","52.6170","-94.0666","Canada","CA","CAN","Ontario","","3743","1124585613" +"London","London","42.9700","-81.2500","Canada","CA","CAN","Ontario","","346765","1124469960" +"Natashquan","Natashquan","50.1913","-61.8107","Canada","CA","CAN","Québec","","722","1124631749" +"Cap-Chat","Cap-Chat","49.1000","-66.6833","Canada","CA","CAN","Québec","","1484","1124662875" +"Orillia","Orillia","44.6000","-79.4167","Canada","CA","CAN","Ontario","","37483","1124049830" +"Kenora","Kenora","49.7667","-94.4666","Canada","CA","CAN","Ontario","","10852","1124844807" +"Barrie","Barrie","44.3838","-79.7000","Canada","CA","CAN","Ontario","","182041","1124340223" +"Sherbrooke","Sherbrooke","45.4000","-71.9000","Canada","CA","CAN","Québec","","139652","1124559506" +"St. Anthony","St. Anthony","51.3837","-55.6000","Canada","CA","CAN","Newfoundland and Labrador","","224","1124808047" +"Rigolet","Rigolet","54.1766","-58.4473","Canada","CA","CAN","Newfoundland and Labrador","","124","1124015130" +"Fort Good Hope","Fort Good Hope","66.2666","-128.6333","Canada","CA","CAN","Northwest Territories","","597","1124011380" +"La Scie","La Scie","49.9670","-55.5830","Canada","CA","CAN","Newfoundland and Labrador","","817","1124371570" +"Fort St. John","Fort St. John","56.2500","-120.8333","Canada","CA","CAN","British Columbia","","18776","1124517495" +"Marathon","Marathon","48.7504","-86.3667","Canada","CA","CAN","Ontario","","4627","1124974800" +"Gaspé","Gaspe","48.8373","-64.4934","Canada","CA","CAN","Québec","","3677","1124212754" +"Nelson House","Nelson House","55.8005","-98.8500","Canada","CA","CAN","Manitoba","","2500","1124119363" +"Lillooet","Lillooet","50.6837","-121.9333","Canada","CA","CAN","British Columbia","","2893","1124632130" +"Fort McMurray","Fort McMurray","56.7333","-111.3833","Canada","CA","CAN","Alberta","","21863","1124169385" +"Jasper","Jasper","52.8833","-118.0834","Canada","CA","CAN","Alberta","","3907","1124533812" +"Buchans","Buchans","48.8170","-56.8666","Canada","CA","CAN","Newfoundland and Labrador","","685","1124564223" +"Stettler","Stettler","52.3330","-112.6833","Canada","CA","CAN","Alberta","","5494","1124010388" +"La Ronge","La Ronge","55.1000","-105.3000","Canada","CA","CAN","Saskatchewan","","3783","1124763455" +"Brochet","Brochet","57.8832","-101.6666","Canada","CA","CAN","Manitoba","","278","1124164486" +"Baddeck","Baddeck","46.1000","-60.7540","Canada","CA","CAN","Nova Scotia","","852","1124594988" +"Pond Inlet","Pond Inlet","72.6850","-78.0001","Canada","CA","CAN","Nunavut","","1549","1124788973" +"St-Augustin","St-Augustin","51.2423","-58.6470","Canada","CA","CAN","Québec","","3961","1124425707" +"Gimli","Gimli","50.6333","-97.0000","Canada","CA","CAN","Manitoba","","2623","1124472413" +"Red Lake","Red Lake","51.0337","-93.8333","Canada","CA","CAN","Ontario","","1765","1124856215" +"Stephenville","Stephenville","48.5504","-58.5666","Canada","CA","CAN","Newfoundland and Labrador","","7054","1124000201" +"Ennadai","Ennadai","61.1333","-100.8833","Canada","CA","CAN","Nunavut","","0","1124019423" +"Happy Valley - Goose Bay","Happy Valley - Goose Bay","53.3000","-60.3000","Canada","CA","CAN","Newfoundland and Labrador","","7572","1124879731" +"Williams Lake","Williams Lake","52.1166","-122.1500","Canada","CA","CAN","British Columbia","","14168","1124821980" +"Prince Rupert","Prince Rupert","54.3167","-130.3300","Canada","CA","CAN","British Columbia","","14708","1124847707" +"Chilliwack","Chilliwack","49.1666","-121.9500","Canada","CA","CAN","British Columbia","","51942","1124531262" +"Radisson","Radisson","53.7836","-77.6166","Canada","CA","CAN","Québec","","270","1124508471" +"Churchill","Churchill","58.7660","-94.1660","Canada","CA","CAN","Manitoba","","1000","1124676851" +"Port Hardy","Port Hardy","50.7171","-127.5000","Canada","CA","CAN","British Columbia","","2295","1124937351" +"Penticton","Penticton","49.5004","-119.5833","Canada","CA","CAN","British Columbia","","37721","1124613898" +"Drummondville","Drummondville","45.8833","-72.4834","Canada","CA","CAN","Québec","","59489","1124624283" +"Brandon","Brandon","49.8333","-99.9500","Canada","CA","CAN","Manitoba","","28418","1124239939" +"Argentia","Argentia","47.3004","-53.9900","Canada","CA","CAN","Newfoundland and Labrador","","1063","1124242107" +"Kimmirut","Kimmirut","62.8500","-69.8833","Canada","CA","CAN","Nunavut","","385","1124651529" +"Wiarton","Wiarton","44.7337","-81.1333","Canada","CA","CAN","Ontario","","2182","1124916771" +"Ottawa","Ottawa","45.4167","-75.7000","Canada","CA","CAN","Ontario","primary","1145000","1124399363" +"Fort Chipewyan","Fort Chipewyan","58.7171","-111.1500","Canada","CA","CAN","Alberta","","3222","1124526582" +"Fort Nelson","Fort Nelson","58.8167","-122.5330","Canada","CA","CAN","British Columbia","","6315","1124378059" +"Lynn Lake","Lynn Lake","56.8500","-101.0500","Canada","CA","CAN","Manitoba","","482","1124617750" +"Weyburn","Weyburn","49.6666","-103.8500","Canada","CA","CAN","Saskatchewan","","9362","1124618383" +"Burns Lake","Burns Lake","54.2170","-125.7666","Canada","CA","CAN","British Columbia","","2635","1124512812" +"Nain","Nain","56.5474","-61.6860","Canada","CA","CAN","Newfoundland and Labrador","","1151","1124719084" +"Prince George","Prince George","53.9167","-122.7667","Canada","CA","CAN","British Columbia","","65558","1124733292" +"Cochrane","Cochrane","49.0670","-81.0166","Canada","CA","CAN","Ontario","","4441","1124296729" +"Nipigon","Nipigon","49.0170","-88.2500","Canada","CA","CAN","Ontario","","1204","1124361489" +"Rivière-du-Loup","Riviere-du-Loup","47.8333","-69.5333","Canada","CA","CAN","Québec","","16403","1124662123" +"St.-Jerome","St.-Jerome","45.7666","-74.0000","Canada","CA","CAN","Québec","","78439","1124268324" +"Geraldton","Geraldton","49.7166","-86.9666","Canada","CA","CAN","Ontario","","1290","1124836221" +"New Liskeard","New Liskeard","47.5000","-79.6666","Canada","CA","CAN","Ontario","","5203","1124394858" +"Cat Lake","Cat Lake","51.7170","-91.8000","Canada","CA","CAN","Ontario","","277","1124908580" +"Tofino","Tofino","49.1521","-125.9031","Canada","CA","CAN","British Columbia","","1655","1124140302" +"Tsiigehtchic","Tsiigehtchic","67.4333","-133.7500","Canada","CA","CAN","Northwest Territories","","175","1124282127" +"Thompson","Thompson","55.7499","-97.8666","Canada","CA","CAN","Manitoba","","13727","1124110693" +"Abbotsford","Abbotsford","49.0504","-122.3000","Canada","CA","CAN","British Columbia","","151683","1124808029" +"Trois-Rivières","Trois Rivieres","46.3500","-72.5499","Canada","CA","CAN","Québec","","119693","1124407487" +"Peterborough","Peterborough","44.3000","-78.3333","Canada","CA","CAN","Ontario","","83627","1124440356" +"Amos","Amos","48.5666","-78.1167","Canada","CA","CAN","Québec","","10516","1124939649" +"Chapleau","Chapleau","47.8337","-83.4000","Canada","CA","CAN","Ontario","","2663","1124518288" +"Athabasca","Athabasca","54.7170","-113.2666","Canada","CA","CAN","Alberta","","2539","1124006333" +"Red Deer","Red Deer","52.2666","-113.8000","Canada","CA","CAN","Alberta","","74857","1124404130" +"Belleville","Belleville","44.1667","-77.3833","Canada","CA","CAN","Ontario","","43990","1124786959" +"Kapuskasing","Kapuskasing","49.4167","-82.4333","Canada","CA","CAN","Ontario","","9240","1124764245" +"Sioux Lookout","Sioux Lookout","50.2630","-91.9166","Canada","CA","CAN","Ontario","","4570","1124804545" +"Winnipeg","Winnipeg","49.8830","-97.1660","Canada","CA","CAN","Manitoba","admin","632063","1124224963" +"Lake Louise","Lake Louise","51.4337","-116.1833","Canada","CA","CAN","Alberta","","1248","1124619845" +"Banff","Banff","51.1780","-115.5719","Canada","CA","CAN","Alberta","","7502","1124351648" +"Doline","Doline","65.1833","-123.4167","Canada","CA","CAN","Northwest Territories","","525","1124071207" +"Cambridge Bay","Cambridge Bay","69.1170","-105.0333","Canada","CA","CAN","Nunavut","","1477","1124596377" +"Biggar","Biggar","52.0504","-107.9833","Canada","CA","CAN","Saskatchewan","","2192","1124897904" +"Nanaimo","Nanaimo","49.1460","-123.9343","Canada","CA","CAN","British Columbia","","84905","1124623893" +"Val d'Or","Val d'Or","48.1166","-77.7666","Canada","CA","CAN","Québec","","20625","1124239138" +"Hall Beach","Hall Beach","68.7675","-81.2361","Canada","CA","CAN","Nunavut","","654","1124072220" +"Oxford House","Oxford House","54.9504","-95.2666","Canada","CA","CAN","Manitoba","","184","1124490415" +"The Pas","The Pas","53.8166","-101.2333","Canada","CA","CAN","Manitoba","","6055","1124755168" +"Meander River","Meander River","59.0333","-117.6830","Canada","CA","CAN","Alberta","","200","1124688170" +"Bathurst","Bathurst","47.6000","-65.6500","Canada","CA","CAN","New Brunswick","","6111","1124816720" +"Windsor","Windsor","44.9806","-64.1291","Canada","CA","CAN","Nova Scotia","","3864","1124800737" +"Victoriaville","Victoriaville","46.0504","-71.9667","Canada","CA","CAN","Québec","","41500","1124149787" +"Brockville","Brockville","44.5893","-75.6953","Canada","CA","CAN","Ontario","","26458","1124286131" +"Hamilton","Hamilton","43.2500","-79.8300","Canada","CA","CAN","Ontario","","721053","1124567288" +"Kitchener","Kitchener","43.4500","-80.5000","Canada","CA","CAN","Ontario","","417001","1124158530" +"Victoria","Victoria","48.4333","-123.3500","Canada","CA","CAN","British Columbia","admin","289625","1124147219" +"Orangeville","Orangeville","43.9171","-80.0833","Canada","CA","CAN","Ontario","","32640","1124566061" +"Sandspit","Sandspit","53.2404","-131.8333","Canada","CA","CAN","British Columbia","","538","1124264846" +"Wawa","Wawa","48.0004","-84.7833","Canada","CA","CAN","Ontario","","2174","1124381797" +"Kangirsuk","Kangirsuk","60.0248","-69.9991","Canada","CA","CAN","Québec","","549","1124276361" +"Shawinigan","Shawinigan","46.5504","-72.7333","Canada","CA","CAN","Québec","","49161","1124441118" +"Hearst","Hearst","49.7005","-83.6666","Canada","CA","CAN","Ontario","","5043","1124376843" +"Pukatawagan","Pukatawagan","55.7333","-101.3166","Canada","CA","CAN","Manitoba","","431","1124927414" +"Arviat","Arviat","61.1086","-94.0586","Canada","CA","CAN","Nunavut","","1868","1124309634" +"Matagami","Matagami","49.7504","-77.6333","Canada","CA","CAN","Québec","","1966","1124686252" +"Saint John","Saint John","45.2670","-66.0767","Canada","CA","CAN","New Brunswick","","87857","1124631364" +"Inuvik","Inuvik","68.3500","-133.7000","Canada","CA","CAN","Northwest Territories","","3022","1124116419" +"Chesterfield Inlet","Chesterfield Inlet","63.3383","-90.7001","Canada","CA","CAN","Nunavut","","374","1124208484" +"Rouyn-Noranda","Rouyn-Noranda","48.2500","-79.0332","Canada","CA","CAN","Québec","","24602","1124267752" +"Liverpool","Liverpool","44.0400","-64.7200","Canada","CA","CAN","Nova Scotia","","4331","1124159558" +"Montréal","Montreal","45.5000","-73.5833","Canada","CA","CAN","Québec","","3678000","1124586170" +"Shelburne","Shelburne","43.7656","-65.3194","Canada","CA","CAN","Nova Scotia","","3167","1124659892" +"Yarmouth","Yarmouth","43.8308","-66.1126","Canada","CA","CAN","Nova Scotia","","7500","1124983867" +"Salluit","Salluit","62.1826","-75.6595","Canada","CA","CAN","Québec","","106","1124962070" +"Ivugivik","Ivugivik","62.4166","-77.9000","Canada","CA","CAN","Québec","","156","1124828045" +"Québec","Quebec","46.8400","-71.2456","Canada","CA","CAN","Québec","admin","624177","1124823933" +"Dawson City","Dawson City","64.0666","-139.4167","Canada","CA","CAN","Yukon","","1319","1124075766" +"Moncton","Moncton","46.0833","-64.7667","Canada","CA","CAN","New Brunswick","","90635","1124521303" +"Digby","Digby","44.6226","-65.7605","Canada","CA","CAN","Nova Scotia","","3949","1124797865" +"Fredericton","Fredericton","45.9500","-66.6333","Canada","CA","CAN","New Brunswick","admin","52337","1124061289" +"Dease Lake","Dease Lake","58.4503","-130.0333","Canada","CA","CAN","British Columbia","","303","1124864417" +"Charlottetown","Charlottetown","46.2493","-63.1313","Canada","CA","CAN","Prince Edward Island","admin","42402","1124897699" +"Inukjuak","Inukjuak","58.4700","-78.1360","Canada","CA","CAN","Québec","","1597","1124369757" +"Sarnia","Sarnia","42.9666","-82.4000","Canada","CA","CAN","Ontario","","144172","1124509835" +"Edmundston","Edmundston","47.3794","-68.3333","Canada","CA","CAN","New Brunswick","","17894","1124274233" +"Windsor","Windsor","42.3333","-83.0333","Canada","CA","CAN","Ontario","","319246","1124261024" +"Joliette","Joliette","46.0333","-73.4333","Canada","CA","CAN","Québec","","45361","1124841554" +"Amherst","Amherst","45.8166","-64.2166","Canada","CA","CAN","Nova Scotia","","9336","1124895094" +"Sept-Îles","Sept-Iles","50.3161","-66.3600","Canada","CA","CAN","Québec","","25686","1124406431" +"Kimpese","Kimpese","-5.5496","14.4333","Congo (Kinshasa)","CD","COD","Kongo Central","","10578","1180273961" +"Uvira","Uvira","-3.3700","29.1400","Congo (Kinshasa)","CD","COD","Sud-Kivu","","170391","1180205443" +"Mbandaka","Mbandaka","0.0400","18.2600","Congo (Kinshasa)","CD","COD","Équateur","admin","274996","1180720887" +"Boma","Boma","-5.8300","13.0500","Congo (Kinshasa)","CD","COD","Kongo Central","","178638","1180611452" +"Basankusu","Basankusu","1.2337","19.8000","Congo (Kinshasa)","CD","COD","Équateur","","52216","1180515335" +"Moanda","Moanda","-5.9229","12.3550","Congo (Kinshasa)","CD","COD","Kongo Central","","153915","1180108441" +"Lubutu","Lubutu","-0.7329","26.5833","Congo (Kinshasa)","CD","COD","Maniema","","1313","1180330836" +"Mbanza-Ngungu","Mbanza-Ngungu","-5.2496","14.8600","Congo (Kinshasa)","CD","COD","Kongo Central","","197545","1180474388" +"Kasongo","Kasongo","-4.4500","26.6600","Congo (Kinshasa)","CD","COD","Maniema","","63000","1180000473" +"Tshela","Tshela","-4.9696","12.9300","Congo (Kinshasa)","CD","COD","Kongo Central","","38845","1180377922" +"Buluko","Buluko","-0.7570","28.5280","Congo (Kinshasa)","CD","COD","Nord-Kivu","","1192","1180000569" +"Beni","Beni","0.4904","29.4500","Congo (Kinshasa)","CD","COD","Nord-Kivu","","332903","1180325051" +"Kampene","Kampene","-3.5995","26.6700","Congo (Kinshasa)","CD","COD","Maniema","","37034","1180064621" +"Goma","Goma","-1.6788","29.2218","Congo (Kinshasa)","CD","COD","Nord-Kivu","admin","144124","1180805022" +"Mwenga","Mwenga","-3.0382","28.4325","Congo (Kinshasa)","CD","COD","Sud-Kivu","","2216","1180606289" +"Kalima","Kalima","-2.5096","26.4300","Congo (Kinshasa)","CD","COD","Maniema","","194","1180335450" +"Kindu","Kindu","-2.9639","25.9100","Congo (Kinshasa)","CD","COD","Maniema","admin","262914","1180106925" +"Bukavu","Bukavu","-2.5100","28.8400","Congo (Kinshasa)","CD","COD","Sud-Kivu","admin","436779","1180475821" +"Butembo","Butembo","0.1300","29.2800","Congo (Kinshasa)","CD","COD","Nord-Kivu","","286403","1180446432" +"Mbuji-Mayi","Mbuji-Mayi","-6.1500","23.6000","Congo (Kinshasa)","CD","COD","Kasaï Oriental","admin","1295000","1180399586" +"Kinshasa","Kinshasa","-4.3297","15.3150","Congo (Kinshasa)","CD","COD","Kinshasa","primary","7843000","1180000363" +"Kasangulu","Kasangulu","-4.5796","15.1800","Congo (Kinshasa)","CD","COD","Kongo Central","","27961","1180582533" +"Tshikapa","Tshikapa","-6.4100","20.7700","Congo (Kinshasa)","CD","COD","Kasaï","","267462","1180581239" +"Aketi","Aketi","2.7405","23.7800","Congo (Kinshasa)","CD","COD","Bas-Uélé","","58601","1180273302" +"Dibaya","Dibaya","-6.5095","22.8700","Congo (Kinshasa)","CD","COD","Kasaï Central","","603","1180985189" +"Luebo","Luebo","-5.3495","21.4100","Congo (Kinshasa)","CD","COD","Kasaï","admin","35183","1180012250" +"Buta","Buta","2.8200","24.7400","Congo (Kinshasa)","CD","COD","Bas-Uélé","admin","45677","1180712204" +"Ilebo","Ilebo","-4.3196","20.6100","Congo (Kinshasa)","CD","COD","Kasaï","","107093","1180788280" +"Kananga","Kananga","-5.8900","22.4000","Congo (Kinshasa)","CD","COD","Kasaï Central","admin","765000","1180172460" +"Bondo","Bondo","3.8100","23.6700","Congo (Kinshasa)","CD","COD","Bas-Uélé","","23517","1180786691" +"Mweka","Mweka","-4.8396","21.5700","Congo (Kinshasa)","CD","COD","Kasaï","","50675","1180140663" +"Demba","Demba","-5.5096","22.2600","Congo (Kinshasa)","CD","COD","Kasaï Central","","22263","1180021198" +"Isiro","Isiro","2.7600","27.6200","Congo (Kinshasa)","CD","COD","Haut-Uélé","admin","157196","1180183850" +"Wamba","Wamba","2.1404","27.9900","Congo (Kinshasa)","CD","COD","Haut-Uélé","","146871","1180866253" +"Kamina","Kamina","-8.7300","25.0100","Congo (Kinshasa)","CD","COD","Haut-Lomami","admin","128803","1180363197" +"Bukama","Bukama","-9.2096","25.8400","Congo (Kinshasa)","CD","COD","Haut-Lomami","","38770","1180047354" +"Watsa","Watsa","3.0400","29.5300","Congo (Kinshasa)","CD","COD","Haut-Uélé","","24516","1180367451" +"Kaniama","Kaniama","-7.5696","24.1700","Congo (Kinshasa)","CD","COD","Haut-Lomami","","36481","1180770775" +"Mongbwalu","Mongbwalu","1.9504","30.0333","Congo (Kinshasa)","CD","COD","Ituri","","2819","1180299514" +"Bunia","Bunia","1.5604","30.2400","Congo (Kinshasa)","CD","COD","Ituri","admin","96764","1180006418" +"Binga","Binga","2.3834","20.4200","Congo (Kinshasa)","CD","COD","Mongala","","64639","1180236070" +"Bongandanga","Bongandanga","1.5104","21.0500","Congo (Kinshasa)","CD","COD","Mongala","","4105","1180746434" +"Lubumbashi","Lubumbashi","-11.6800","27.4800","Congo (Kinshasa)","CD","COD","Haut-Katanga","admin","1352000","1180506234" +"Lisala","Lisala","2.1400","21.5100","Congo (Kinshasa)","CD","COD","Mongala","admin","70087","1180477995" +"Gbadolite","Gbadolite","4.2904","21.0199","Congo (Kinshasa)","CD","COD","Nord-Ubangi","admin","50493","1180674224" +"Kipushi","Kipushi","-11.7596","27.2500","Congo (Kinshasa)","CD","COD","Haut-Katanga","","113347","1180810333" +"Bumba","Bumba","2.1900","22.4600","Congo (Kinshasa)","CD","COD","Mongala","","160539","1180549980" +"Kasongo-Lunda","Kasongo-Lunda","-6.4796","16.8300","Congo (Kinshasa)","CD","COD","Kwango","","20060","1180706751" +"Businga","Businga","3.3404","20.8700","Congo (Kinshasa)","CD","COD","Nord-Ubangi","","34247","1180719970" +"Luanza","Luanza","-8.6996","28.7000","Congo (Kinshasa)","CD","COD","Haut-Katanga","","861","1180293709" +"Kahemba","Kahemba","-7.2829","19.0000","Congo (Kinshasa)","CD","COD","Kwango","","50000","1180689417" +"Likasi","Likasi","-10.9700","26.7800","Congo (Kinshasa)","CD","COD","Haut-Katanga","","434408","1180978192" +"Kambove","Kambove","-10.8696","26.6000","Congo (Kinshasa)","CD","COD","Haut-Katanga","","36702","1180986023" +"Lusanga","Lusanga","-5.5829","16.5167","Congo (Kinshasa)","CD","COD","Kwango","","177","1180423801" +"Bosobolo","Bosobolo","4.1904","19.8800","Congo (Kinshasa)","CD","COD","Nord-Ubangi","","14553","1180318544" +"Bafwasende","Bafwasende","1.0838","27.2666","Congo (Kinshasa)","CD","COD","Tshopo","","149","1180841746" +"Kongolo","Kongolo","-5.3795","26.9800","Congo (Kinshasa)","CD","COD","Tanganyika","","105202","1180814807" +"Basoko","Basoko","1.2404","23.5900","Congo (Kinshasa)","CD","COD","Tshopo","","43709","1180509801" +"Kisangani","Kisangani","0.5200","25.2200","Congo (Kinshasa)","CD","COD","Tshopo","admin","578470","1180478201" +"Manono","Manono","-7.3000","27.4500","Congo (Kinshasa)","CD","COD","Tanganyika","","46111","1180968800" +"Mushie","Mushie","-3.0196","16.9200","Congo (Kinshasa)","CD","COD","Mai-Ndombe","","33062","1180240809" +"Inongo","Inongo","-1.9400","18.2800","Congo (Kinshasa)","CD","COD","Mai-Ndombe","admin","40113","1180194164" +"Zongo","Zongo","4.3303","18.6150","Congo (Kinshasa)","CD","COD","Sud-Ubangi","","17667","1180165321" +"Kenge","Kenge","-4.8296","16.8999","Congo (Kinshasa)","CD","COD","Kwango","admin","241","1180158365" +"Boende","Boende","-0.2196","20.8600","Congo (Kinshasa)","CD","COD","Tshuapa","admin","32091","1180688906" +"Yangambi","Yangambi","0.7704","24.4300","Congo (Kinshasa)","CD","COD","Tshopo","","35531","1180077706" +"Gemena","Gemena","3.2600","19.7700","Congo (Kinshasa)","CD","COD","Sud-Ubangi","admin","198056","1180000163" +"Moba","Moba","-7.0596","29.7200","Congo (Kinshasa)","CD","COD","Tanganyika","","10006","1180776583" +"Libenge","Libenge","3.6604","18.6200","Congo (Kinshasa)","CD","COD","Sud-Ubangi","","27053","1180325896" +"Kalemie","Kalemie","-5.9333","29.2000","Congo (Kinshasa)","CD","COD","Tanganyika","admin","206257","1180574233" +"Nyunzu","Nyunzu","-5.9496","28.0167","Congo (Kinshasa)","CD","COD","Tanganyika","","15397","1180921995" +"Kabalo","Kabalo","-6.0496","26.9100","Congo (Kinshasa)","CD","COD","Tanganyika","","29833","1180905835" +"Bolobo","Bolobo","-2.1595","16.2400","Congo (Kinshasa)","CD","COD","Mai-Ndombe","","27862","1180723089" +"Ikela","Ikela","-1.1829","23.2666","Congo (Kinshasa)","CD","COD","Tshuapa","","291","1180365335" +"Kikwit","Kikwit","-5.0300","18.8500","Congo (Kinshasa)","CD","COD","Kwilu","admin","637736","1180518247" +"Lubao","Lubao","-5.3896","25.7500","Congo (Kinshasa)","CD","COD","Lomami","","43068","1180891619" +"Gandajika","Gandajika","-6.7396","23.9600","Congo (Kinshasa)","CD","COD","Lomami","","154425","1180466776" +"Lusambo","Lusambo","-4.9696","23.4300","Congo (Kinshasa)","CD","COD","Sankuru","admin","41416","1180127290" +"Kolwezi","Kolwezi","-10.7167","25.4724","Congo (Kinshasa)","CD","COD","Lualaba","admin","418000","1180380965" +"Kasaji","Kasaji","-10.3662","23.4500","Congo (Kinshasa)","CD","COD","Lualaba","","11969","1180795640" +"Kabinda","Kabinda","-6.1296","24.4800","Congo (Kinshasa)","CD","COD","Lomami","admin","59004","1180751831" +"Bandundu","Bandundu","-3.3100","17.3800","Congo (Kinshasa)","CD","COD","Kwilu","","118211","1180219776" +"Mwene-Ditu","Mwene-Ditu","-7.0000","23.4400","Congo (Kinshasa)","CD","COD","Lomami","","189177","1180134137" +"Lodja","Lodja","-3.4896","23.4200","Congo (Kinshasa)","CD","COD","Sankuru","","68244","1180001261" +"Dilolo","Dilolo","-10.6996","22.3333","Congo (Kinshasa)","CD","COD","Lualaba","","7854","1180154207" +"Bulungu","Bulungu","-4.5496","18.6000","Congo (Kinshasa)","CD","COD","Kwilu","","48344","1180342743" +"Mangai","Mangai","-4.0396","19.5300","Congo (Kinshasa)","CD","COD","Kwilu","","37188","1180224936" +"Matadi","Matadi","-5.8166","13.4500","Congo (Kinshasa)","CD","COD","Kongo Central","admin","245862","1180529604" +"Bangui","Bangui","4.3666","18.5583","Central African Republic","CF","CAF","Bangui","primary","831925","1140080881" +"Nola","Nola","3.5337","16.0666","Central African Republic","CF","CAF","Sangha-Mbaéré","admin","26809","1140236347" +"Bozoum","Bozoum","6.3170","16.3833","Central African Republic","CF","CAF","Ouham-Pendé","admin","40201","1140416562" +"Bambari","Bambari","5.7620","20.6672","Central African Republic","CF","CAF","Ouaka","admin","62098","1140304277" +"Mobaye","Mobaye","4.3200","21.1800","Central African Republic","CF","CAF","Basse-Kotto","admin","19431","1140935252" +"Bimbo","Bimbo","4.3290","18.5284","Central African Republic","CF","CAF","Ombella-Mpoko","admin","","1140257478" +"Kaga Bandoro","Kaga Bandoro","6.9804","19.1800","Central African Republic","CF","CAF","Nana-Grébizi","admin","56520","1140658026" +"Sibut","Sibut","5.7338","19.0833","Central African Republic","CF","CAF","Kémo","admin","34267","1140802055" +"Carnot","Carnot","4.9337","15.8666","Central African Republic","CF","CAF","","","38071","1140319605" +"Bouar","Bouar","5.9500","15.6000","Central African Republic","CF","CAF","Nana-Mambéré","admin","34372","1140144321" +"Berbérati","Berberati","4.2500","15.7800","Central African Republic","CF","CAF","Mambéré-Kadéï","admin","61815","1140239733" +"Zemio","Zemio","5.0337","25.1333","Central African Republic","CF","CAF","","","20000","1140178462" +"Yakossi","Yakossi","5.6170","23.3167","Central African Republic","CF","CAF","","","500","1140246753" +"Ouadda","Ouadda","8.0671","22.4000","Central African Republic","CF","CAF","Haute-Kotto","","5434","1140640564" +"Obo","Obo","5.4000","26.5000","Central African Republic","CF","CAF","Haut-Mbomou","admin","12887","1140533897" +"Bangassou","Bangassou","4.7338","22.8166","Central African Republic","CF","CAF","Mbomou","admin","32841","1140539356" +"Mbaïki","Mbaiki","3.8704","18.0000","Central African Republic","CF","CAF","Lobaye","admin","67132","1140040245" +"Bossembélé","Bossembele","5.2670","17.6500","Central African Republic","CF","CAF","Ombella-Mpoko","","7287","1140955210" +"Bossangoa","Bossangoa","6.4837","17.4500","Central African Republic","CF","CAF","Ouham","admin","63064","1140523604" +"Ndele","Ndele","8.4091","20.6530","Central African Republic","CF","CAF","Bamingui-Bangoran","admin","11764","1140271951" +"Bria","Bria","6.5333","21.9833","Central African Republic","CF","CAF","Haute-Kotto","admin","29027","1140582053" +"Birao","Birao","10.2837","22.7833","Central African Republic","CF","CAF","Vakaga","admin","10178","1140392673" +"Brazzaville","Brazzaville","-4.2592","15.2847","Congo (Brazzaville)","CG","COG","Brazzaville","primary","1355000","1178340306" +"Sembe","Sembe","1.6404","14.5800","Congo (Brazzaville)","CG","COG","Sangha","","9679","1178118997" +"Kayes","Kayes","-4.1800","13.2800","Congo (Brazzaville)","CG","COG","Bouenza","","62521","1178012015" +"Impfondo","Impfondo","1.6404","18.0400","Congo (Brazzaville)","CG","COG","Likouala","admin","20859","1178021926" +"Djambala","Djambala","-2.5396","14.7500","Congo (Brazzaville)","CG","COG","Plateaux","admin","9651","1178834249" +"Moloundou","Moloundou","2.0337","15.2167","Congo (Brazzaville)","CG","COG","Sangha","","12244","1178777874" +"Ouésso","Ouesso","1.6100","16.0500","Congo (Brazzaville)","CG","COG","Sangha","admin","28320","1178364266" +"Sibiti","Sibiti","-3.6896","13.3500","Congo (Brazzaville)","CG","COG","Lékoumou","admin","22811","1178867178" +"Ewo","Ewo","-0.8796","14.8200","Congo (Brazzaville)","CG","COG","Cuvette-Ouest","admin","10650","1178339407" +"Makoua","Makoua","-0.0096","15.6400","Congo (Brazzaville)","CG","COG","Cuvette","","11355","1178500492" +"Gamboma","Gamboma","-1.8795","15.8500","Congo (Brazzaville)","CG","COG","Plateaux","","20877","1178991023" +"Madingou","Madingou","-4.1640","13.5540","Congo (Brazzaville)","CG","COG","Bouenza","admin","22760","1178057279" +"Kinkala","Kinkala","-4.3560","14.7620","Congo (Brazzaville)","CG","COG","Pool","admin","13882","1178867565" +"Mossendjo","Mossendjo","-2.9396","12.7200","Congo (Brazzaville)","CG","COG","Niari","","30936","1178679314" +"Owando","Owando","-0.4796","15.9200","Congo (Brazzaville)","CG","COG","Cuvette","admin","34070","1178298042" +"Loubomo","Loubomo","-4.1796","12.6700","Congo (Brazzaville)","CG","COG","Niari","admin","103894","1178045241" +"Loango","Loango","-4.6519","11.8125","Congo (Brazzaville)","CG","COG","Kouilou","admin","","1178836764" +"Pointe-Noire","Pointe-Noire","-4.7700","11.8800","Congo (Brazzaville)","CG","COG","Pointe-Noire","admin","659084","1178411563" +"Schaffhausen","Schaffhausen","47.6973","8.6349","Switzerland","CH","CHE","Schaffhausen","admin","","1756849233" +"Aarau","Aarau","47.3896","8.0524","Switzerland","CH","CHE","Aargau","admin","","1756722157" +"Glarus","Glarus","47.0500","9.0667","Switzerland","CH","CHE","Glarus","admin","5681","1756095767" +"Zürich","Zurich","47.3800","8.5500","Switzerland","CH","CHE","Zürich","admin","1108000","1756539143" +"Delémont","Delemont","47.3664","7.3290","Switzerland","CH","CHE","Jura","admin","","1756748908" +"Liestal","Liestal","47.4830","7.7370","Switzerland","CH","CHE","Basel-Landschaft","admin","12832","1756371637" +"Basel","Basel","47.5804","7.5900","Switzerland","CH","CHE","Basel-Stadt","admin","830000","1756731313" +"Solothurn","Solothurn","47.2066","7.5166","Switzerland","CH","CHE","Solothurn","admin","","1756650126" +"Fribourg","Fribourg","46.8000","7.1500","Switzerland","CH","CHE","Fribourg","admin","32827","1756145667" +"Zug","Zug","47.1790","8.4870","Switzerland","CH","CHE","Zug","admin","23435","1756703208" +"Chur","Chur","46.8500","9.5000","Switzerland","CH","CHE","Graubünden","admin","38293","1756471395" +"Sarnen","Sarnen","46.8990","8.2430","Switzerland","CH","CHE","Obwalden","admin","9410","1756451113" +"Schwyz","Schwyz","47.0200","8.6480","Switzerland","CH","CHE","Schwyz","admin","14177","1756270644" +"Luzern","Luzern","47.0504","8.2800","Switzerland","CH","CHE","Luzern","admin","250000","1756544536" +"Neuchâtel","Neuchatel","46.9990","6.9230","Switzerland","CH","CHE","Neuchâtel","admin","31270","1756726571" +"Altdorf","Altdorf","46.8790","8.6380","Switzerland","CH","CHE","Uri","admin","8678","1756957308" +"Biel","Biel","47.1666","7.2500","Switzerland","CH","CHE","Bern","","78708","1756649723" +"Geneva","Geneva","46.2100","6.1400","Switzerland","CH","CHE","Genève","admin","1240000","1756810813" +"Lausanne","Lausanne","46.5304","6.6500","Switzerland","CH","CHE","Vaud","admin","265702","1756055099" +"Bern","Bern","46.9167","7.4670","Switzerland","CH","CHE","Bern","primary","275329","1756374318" +"Stans","Stans","46.9500","8.3833","Switzerland","CH","CHE","Nidwalden","admin","7475","1756019042" +"Saint Gallen","Saint Gallen","47.4230","9.3620","Switzerland","CH","CHE","Sankt Gallen","admin","70572","1756343098" +"Appenzell","Appenzell","47.3333","9.4167","Switzerland","CH","CHE","Appenzell Innerrhoden","admin","5649","1756770881" +"Herisau","Herisau","47.3833","9.2833","Switzerland","CH","CHE","Appenzell Ausserrhoden","","15438","1756581563" +"Frauenfeld","Frauenfeld","47.5680","9.1080","Switzerland","CH","CHE","Thurgau","","21979","1756399413" +"Lugano","Lugano","46.0004","8.9667","Switzerland","CH","CHE","Ticino","","105388","1756503816" +"Bellinzona","Bellinzona","46.1970","9.0200","Switzerland","CH","CHE","Ticino","","16572","1756130026" +"Sion","Sion","46.2390","7.3540","Switzerland","CH","CHE","Valais","","28045","1756457392" +"Schaffhausen","Schaffhausen","47.7060","8.6330","Switzerland","CH","CHE","Schaffhausen","","33863","1756003651" +"Aarau","Aarau","47.3900","8.0340","Switzerland","CH","CHE","Aargau","","15501","1756007454" +"Delémont","Delemont","47.3700","7.3450","Switzerland","CH","CHE","Jura","","11315","1756015980" +"Solothurn","Solothurn","47.2120","7.5370","Switzerland","CH","CHE","Solothurn","","14853","1756021237" +"Soubré","Soubre","5.7904","-6.6100","Côte D’Ivoire","CI","CIV","Bas-Sassandra","","108933","1384162809" +"Bouaké","Bouake","7.6900","-5.0300","Côte D’Ivoire","CI","CIV","Vallée du Bandama","admin","567481","1384983838" +"Man","Man","7.4004","-7.5500","Côte D’Ivoire","CI","CIV","Montagnes","admin","146974","1384112524" +"San-Pedro","San-Pedro","4.7704","-6.6400","Côte D’Ivoire","CI","CIV","Bas-Sassandra","admin","210273","1384436547" +"Korhogo","Korhogo","9.4600","-5.6400","Côte D’Ivoire","CI","CIV","Savanes","admin","177711","1384205840" +"Odienné","Odienne","9.5104","-7.5800","Côte D’Ivoire","CI","CIV","Denguélé","admin","49857","1384967993" +"Bondoukou","Bondoukou","8.0304","-2.8000","Côte D’Ivoire","CI","CIV","Zanzan","admin","58297","1384649653" +"Agboville","Agboville","5.9403","-4.2800","Côte D’Ivoire","CI","CIV","Lagunes","minor","81770","1384823872" +"Dabou","Dabou","5.3204","-4.3899","Côte D’Ivoire","CI","CIV","Lagunes","admin","72913","1384274793" +"Abidjan","Abidjan","5.3200","-4.0400","Côte D’Ivoire","CI","CIV","Abidjan","admin","3802000","1384207980" +"Yamoussoukro","Yamoussoukro","6.8184","-5.2755","Côte D’Ivoire","CI","CIV","Yamoussoukro","primary","206499","1384683557" +"Gagnoa","Gagnoa","6.1504","-5.8800","Côte D’Ivoire","CI","CIV","Gôh-Djiboua","admin","123184","1384138010" +"Abengourou","Abengourou","6.7304","-3.4900","Côte D’Ivoire","CI","CIV","Comoé","admin","104020","1384295898" +"Dimbokro","Dimbokro","6.6505","-4.7100","Côte D’Ivoire","CI","CIV","Lacs","admin","67349","1384235566" +"Daloa","Daloa","6.8900","-6.4500","Côte D’Ivoire","CI","CIV","Sassandra-Marahoué","admin","255168","1384564974" +"Séguéla","Seguela","7.9504","-6.6700","Côte D’Ivoire","CI","CIV","Woroba","admin","51157","1384639807" +"Aboisso","Aboisso","5.4667","-3.2000","Côte D’Ivoire","CI","CIV","Comoé","minor","37654","1384385857" +"Guiglo","Guiglo","6.5505","-7.4900","Côte D’Ivoire","CI","CIV","Montagnes","minor","39134","1384483732" +"Toumodi","Toumodi","6.5520","-5.0190","Côte D’Ivoire","CI","CIV","Lacs","minor","39005","1384416676" +"Grand Bassam","Grand Bassam","5.2004","-3.7500","Côte D’Ivoire","CI","CIV","Comoé","minor","73772","1384167408" +"Sassandra","Sassandra","4.9504","-6.0833","Côte D’Ivoire","CI","CIV","Bas-Sassandra","minor","38411","1384107875" +"Divo","Divo","5.8390","-5.3600","Côte D’Ivoire","CI","CIV","Gôh-Djiboua","minor","127867","1384831436" +"Touba","Touba","8.2800","-7.6840","Côte D’Ivoire","CI","CIV","Woroba","minor","27504","1384485647" +"Ferkessédougou","Ferkessedougou","9.6004","-5.2000","Côte D’Ivoire","CI","CIV","Savanes","minor","62008","1384974005" +"Bangolo","Bangolo","7.0123","-7.4864","Côte D’Ivoire","CI","CIV","Montagnes","admin","","1384048438" +"Bouaflé","Bouafle","6.9780","-5.7480","Côte D’Ivoire","CI","CIV","Sassandra-Marahoué","minor","60962","1384274339" +"Avarua","Avarua","-21.2500","-159.7500","Cook Islands","CK","COK","","primary","5445","1184217570" +"Diego de Almagro","Diego de Almagro","-26.3696","-70.0500","Chile","CL","CHL","Atacama","","18137","1152585849" +"Santiago","Santiago","-33.4500","-70.6670","Chile","CL","CHL","Región Metropolitana","primary","5720000","1152554349" +"Chanaral","Chanaral","-29.0300","-71.4300","Chile","CL","CHL","Atacama","","13543","1152323837" +"Rancagua","Rancagua","-34.1700","-70.7400","Chile","CL","CHL","Libertador General Bernardo O’Higgins","admin","233268","1152672356" +"Concepción","Concepcion","-36.8300","-73.0500","Chile","CL","CHL","Biobío","admin","889725","1152838958" +"Victoria","Victoria","-38.2395","-72.3400","Chile","CL","CHL","Araucanía","","24555","1152078114" +"Talca","Talca","-35.4550","-71.6700","Chile","CL","CHL","Maule","admin","197479","1152736946" +"Arica","Arica","-18.5000","-70.2900","Chile","CL","CHL","Arica y Parinacota","admin","185999","1152531089" +"Talcahuano","Talcahuano","-36.7167","-73.1167","Chile","CL","CHL","Biobío","","288074","1152023044" +"Curanilahue","Curanilahue","-37.4800","-73.3400","Chile","CL","CHL","Biobío","","30611","1152226096" +"Lota","Lota","-37.0896","-73.1600","Chile","CL","CHL","Biobío","","49763","1152978276" +"Coronel","Coronel","-37.0300","-73.1600","Chile","CL","CHL","Biobío","","92940","1152234834" +"Vicuña","Vicuna","-30.0295","-70.7400","Chile","CL","CHL","Coquimbo","","13496","1152771899" +"Toltén","Tolten","-39.2166","-73.2123","Chile","CL","CHL","Araucanía","","2293","1152450943" +"Temuco","Temuco","-38.7300","-72.5800","Chile","CL","CHL","Araucanía","admin","265901","1152318955" +"Carahue","Carahue","-38.7095","-73.1700","Chile","CL","CHL","Araucanía","","11875","1152919462" +"Quirihue","Quirihue","-36.2800","-72.5300","Chile","CL","CHL","Biobío","","6529","1152146130" +"La Serena","La Serena","-29.9000","-71.2500","Chile","CL","CHL","Coquimbo","admin","154521","1152155065" +"Loncoche","Loncoche","-39.3700","-72.6300","Chile","CL","CHL","Araucanía","","15590","1152864736" +"Nueva Imperial","Nueva Imperial","-38.7400","-72.9600","Chile","CL","CHL","Araucanía","","18777","1152277064" +"Punta Arenas","Punta Arenas","-53.1650","-70.9400","Chile","CL","CHL","Magallanes y de la Antártica Chilena","admin","117430","1152262933" +"Iquique","Iquique","-20.2500","-70.1300","Chile","CL","CHL","Tarapacá","admin","227499","1152234625" +"María Elena","Maria Elena","-22.3500","-69.6700","Chile","CL","CHL","Antofagasta","","2370","1152876089" +"Combarbalá","Combarbala","-31.1800","-71.0000","Chile","CL","CHL","Coquimbo","","5134","1152896722" +"Huasco","Huasco","-28.4696","-71.2200","Chile","CL","CHL","Atacama","","2558","1152643675" +"Salamanca","Salamanca","-31.7796","-70.9800","Chile","CL","CHL","Coquimbo","","20214","1152804087" +"Caldera","Caldera","-27.0696","-70.8300","Chile","CL","CHL","Atacama","","10259","1152916235" +"Taltal","Taltal","-25.4000","-70.4700","Chile","CL","CHL","Antofagasta","","10018","1152265576" +"Constitución","Constitucion","-35.3296","-72.4200","Chile","CL","CHL","Maule","","37917","1152065066" +"Antofagasta","Antofagasta","-23.6500","-70.4000","Chile","CL","CHL","Antofagasta","admin","309832","1152734289" +"Chuquicamata","Chuquicamata","-22.3200","-68.9300","Chile","CL","CHL","Antofagasta","","11941","1152468996" +"Toconao","Toconao","-23.1829","-68.0166","Chile","CL","CHL","Antofagasta","","378","1152732862" +"Valdivia","Valdivia","-39.7950","-73.2450","Chile","CL","CHL","Los Ríos","admin","159599","1152201132" +"Copiapó","Copiapo","-27.3600","-70.3400","Chile","CL","CHL","Atacama","admin","129280","1152406965" +"Santa Bárbara","Santa Barbara","-37.6700","-72.0200","Chile","CL","CHL","Biobío","","3494","1152827647" +"Los Lagos","Los Lagos","-39.8495","-72.8300","Chile","CL","CHL","Los Ríos","","12813","1152340454" +"Viña del Mar","Vina del Mar","-33.0300","-71.5400","Chile","CL","CHL","Valparaíso","","503534","1152898644" +"Valparaíso","Valparaiso","-33.0478","-71.6210","Chile","CL","CHL","Valparaíso","admin","854000","1152337970" +"Collipulli","Collipulli","-37.9600","-72.4300","Chile","CL","CHL","Araucanía","","16392","1152908869" +"Villarica","Villarica","-39.2800","-72.2300","Chile","CL","CHL","Araucanía","","31602","1152280288" +"Tierra Amarilla","Tierra Amarilla","-27.4800","-70.2800","Chile","CL","CHL","Atacama","","12888","1152576362" +"Lagunas","Lagunas","-20.9829","-69.6833","Chile","CL","CHL","Tarapacá","","10","1152360178" +"Coihaique","Coihaique","-45.5700","-72.0700","Chile","CL","CHL","Aysén","admin","45787","1152541137" +"Cuya","Cuya","-19.1167","-70.1333","Chile","CL","CHL","Arica y Parinacota","","20","1152944039" +"Mejillones","Mejillones","-23.1000","-70.4500","Chile","CL","CHL","Antofagasta","","2041","1152559509" +"Río Verde","Rio Verde","-52.6500","-71.4666","Chile","CL","CHL","Magallanes y de la Antártica Chilena","","358","1152114092" +"Villa O'Higgins","Villa O'Higgins","-48.4679","-72.5600","Chile","CL","CHL","Aysén","","250","1152709181" +"Quellón","Quellon","-43.0996","-73.6000","Chile","CL","CHL","Los Lagos","","7029","1152502358" +"La Ligua","La Ligua","-32.4600","-71.2400","Chile","CL","CHL","Valparaíso","minor","26665","1152826056" +"Quillota","Quillota","-32.8800","-71.2600","Chile","CL","CHL","Valparaíso","minor","79686","1152185579" +"Tocopilla","Tocopilla","-22.0900","-70.1900","Chile","CL","CHL","Antofagasta","minor","24460","1152050254" +"Calama","Calama","-22.4500","-68.9200","Chile","CL","CHL","Antofagasta","minor","143084","1152168074" +"Vallenar","Vallenar","-28.5700","-70.7600","Chile","CL","CHL","Atacama","minor","44895","1152000009" +"San Bernardo","San Bernardo","-33.6000","-70.7000","Chile","CL","CHL","Región Metropolitana","minor","246762","1152050361" +"Pozo Almonte","Pozo Almonte","-20.2696","-69.8000","Chile","CL","CHL","Tarapacá","minor","10830","1152924094" +"Coquimbo","Coquimbo","-29.9529","-71.3436","Chile","CL","CHL","Coquimbo","minor","161317","1152038253" +"Ovalle","Ovalle","-30.5900","-71.2001","Chile","CL","CHL","Coquimbo","minor","77138","1152767334" +"Illapel","Illapel","-31.6296","-71.1700","Chile","CL","CHL","Coquimbo","minor","26340","1152446656" +"San Felipe","San Felipe","-32.7500","-70.7200","Chile","CL","CHL","Valparaíso","minor","59294","1152329463" +"Los Andes","Los Andes","-32.8296","-70.6000","Chile","CL","CHL","Valparaíso","minor","56859","1152833598" +"San Antonio","San Antonio","-33.5995","-71.6100","Chile","CL","CHL","Valparaíso","minor","104292","1152830501" +"Pichilemu","Pichilemu","-34.3800","-72.0000","Chile","CL","CHL","Libertador General Bernardo O’Higgins","minor","11603","1152498637" +"San Fernando","San Fernando","-34.5800","-70.9900","Chile","CL","CHL","Libertador General Bernardo O’Higgins","minor","60746","1152802349" +"Linares","Linares","-35.8400","-71.5900","Chile","CL","CHL","Maule","minor","81015","1152783281" +"Cauquenes","Cauquenes","-35.9600","-72.3200","Chile","CL","CHL","Maule","minor","31362","1152787999" +"Los Angeles","Los Angeles","-37.4600","-72.3600","Chile","CL","CHL","Biobío","minor","145239","1152810305" +"Angol","Angol","-37.7900","-72.7100","Chile","CL","CHL","Araucanía","minor","44856","1152404762" +"Lebu","Lebu","-37.6096","-73.6500","Chile","CL","CHL","Biobío","minor","22345","1152064207" +"Osorno","Osorno","-40.5700","-73.1600","Chile","CL","CHL","Los Lagos","minor","154131","1152866014" +"Castro","Castro","-42.4808","-73.7623","Chile","CL","CHL","Los Lagos","minor","29926","1152445107" +"Puerto Aisén","Puerto Aisen","-45.3999","-72.7000","Chile","CL","CHL","Aysén","minor","8067","1152158570" +"Cochrane","Cochrane","-47.2663","-72.5499","Chile","CL","CHL","Aysén","minor","4441","1152054657" +"Puerto Williams","Puerto Williams","-54.9333","-67.6167","Chile","CL","CHL","Magallanes y de la Antártica Chilena","minor","2500","1152455279" +"Puerto Natales","Puerto Natales","-51.7183","-72.5117","Chile","CL","CHL","Magallanes y de la Antártica Chilena","minor","20000","1152225106" +"Curicó","Curico","-34.9800","-71.2400","Chile","CL","CHL","Maule","minor","113711","1152564798" +"Ancud","Ancud","-41.8700","-73.8300","Chile","CL","CHL","Los Lagos","","28020","1152760614" +"Puerto Montt","Puerto Montt","-41.4700","-72.9300","Chile","CL","CHL","Los Lagos","admin","174629","1152443957" +"Puerto Varas","Puerto Varas","-41.3300","-72.9900","Chile","CL","CHL","Los Lagos","","24958","1152560692" +"Calbuco","Calbuco","-41.7522","-73.1416","Chile","CL","CHL","Los Lagos","","12490","1152875669" +"Río Bueno","Rio Bueno","-40.3400","-72.9600","Chile","CL","CHL","Los Ríos","","15456","1152938619" +"La Unión","La Union","-40.2900","-73.0900","Chile","CL","CHL","Los Ríos","minor","26298","1152649834" +"Chonchi","Chonchi","-42.6100","-73.8099","Chile","CL","CHL","Los Lagos","","381","1152428145" +"Chillán","Chillan","-36.6000","-72.1060","Chile","CL","CHL","","admin","150396","1152082093" +"Lonquimay","Lonquimay","-38.4333","-71.2333","Chile","CL","CHL","Araucanía","","10237","1152602801" +"Yaounde","Yaounde","3.8667","11.5167","Cameroon","CM","CMR","Centre","primary","1611000","1120298240" +"Bertoua","Bertoua","4.5804","13.6800","Cameroon","CM","CMR","Est","admin","218111","1120406967" +"Bafia","Bafia","4.7504","11.2300","Cameroon","CM","CMR","Centre","","69270","1120310806" +"Mbalmayo","Mbalmayo","3.5204","11.5000","Cameroon","CM","CMR","Centre","","80206","1120049681" +"Kontcha","Kontcha","7.9670","12.2333","Cameroon","CM","CMR","Adamaoua","","8018","1120016766" +"Mbe","Mbe","7.8504","13.6000","Cameroon","CM","CMR","Nord","","3950","1120400000" +"Kribi","Kribi","2.9404","9.9100","Cameroon","CM","CMR","Sud","","55224","1120360100" +"Edéa","Edea","3.8005","10.1200","Cameroon","CM","CMR","Littoral","","203149","1120546542" +"Bélabo","Belabo","4.9337","13.3000","Cameroon","CM","CMR","Est","","22553","1120106572" +"Meiganga","Meiganga","6.5205","14.2900","Cameroon","CM","CMR","Adamaoua","","80100","1120789508" +"Maroua","Maroua","10.5956","14.3247","Cameroon","CM","CMR","Extrême-Nord","admin","319941","1120956931" +"Eséka","Eseka","3.6504","10.7666","Cameroon","CM","CMR","Centre","","22221","1120064220" +"Ebolowa","Ebolowa","2.9000","11.1500","Cameroon","CM","CMR","Sud","admin","87875","1120924207" +"Ngaoundéré","Ngaoundere","7.3204","13.5800","Cameroon","CM","CMR","Adamaoua","admin","231357","1120011020" +"Batouri","Batouri","4.4337","14.3666","Cameroon","CM","CMR","Est","","43821","1120380999" +"Abong Mbang","Abong Mbang","3.9837","13.1833","Cameroon","CM","CMR","Est","","14661","1120726386" +"Limbe","Limbe","4.0304","9.1900","Cameroon","CM","CMR","South-West","","212474","1120635273" +"Kumba","Kumba","4.6404","9.4400","Cameroon","CM","CMR","South-West","","144413","1120492761" +"Buea","Buea","4.1550","9.2310","Cameroon","CM","CMR","South-West","admin","90088","1120497849" +"Nkongsamba","Nkongsamba","4.9604","9.9400","Cameroon","CM","CMR","Littoral","","117063","1120972098" +"Douala","Douala","4.0604","9.7100","Cameroon","CM","CMR","Littoral","admin","1906000","1120494607" +"Kumbo","Kumbo","6.2204","10.6800","Cameroon","CM","CMR","North-West","","125486","1120679288" +"Eyumojok","Eyumojok","5.7504","8.9833","Cameroon","CM","CMR","South-West","","5798","1120658014" +"Wum","Wum","6.4004","10.0700","Cameroon","CM","CMR","North-West","","68836","1120557987" +"Bafoussam","Bafoussam","5.4904","10.4099","Cameroon","CM","CMR","Ouest","admin","290768","1120435460" +"Bafang","Bafang","5.1704","10.1800","Cameroon","CM","CMR","Ouest","","93145","1120889812" +"Garoua","Garoua","9.3000","13.3900","Cameroon","CM","CMR","Nord","admin","436899","1120803808" +"Guider","Guider","9.9304","13.9400","Cameroon","CM","CMR","Nord","","84647","1120662630" +"Tibati","Tibati","6.4670","12.6333","Cameroon","CM","CMR","Adamaoua","","35589","1120299131" +"Foumban","Foumban","5.7304","10.9000","Cameroon","CM","CMR","Ouest","","92673","1120088650" +"Bamenda","Bamenda","5.9600","10.1500","Cameroon","CM","CMR","North-West","admin","445299","1120909610" +"Lupanshui","Lupanshui","26.5944","104.8333","China","CN","CHN","Guizhou","","1221000","1156070389" +"Fengcheng","Fengcheng","28.2004","115.7700","China","CN","CHN","Jiangxi","","61469","1156545200" +"Yulin","Yulin","22.6300","110.1500","China","CN","CHN","Guangxi","","1127000","1156901312" +"Shishou","Shishou","29.7004","112.4000","China","CN","CHN","Hubei","","231787","1156284109" +"Yantai","Yantai","37.5304","121.4000","China","CN","CHN","Shandong","","2116000","1156932948" +"Yishui","Yishui","35.7904","118.6200","China","CN","CHN","Shandong","","94115","1156736933" +"Zibo","Zibo","36.8000","118.0500","China","CN","CHN","Shandong","","3061000","1156381094" +"Shanghai","Shanghai","31.2165","121.4365","China","CN","CHN","Shanghai","admin","14987000","1156073548" +"Weifang","Weifang","36.7204","119.1001","China","CN","CHN","Shandong","","1553000","1156912965" +"Yongzhou","Yongzhou","26.2304","111.6200","China","CN","CHN","Hunan","","1000000","1156694479" +"Zunyi","Zunyi","27.7000","106.9200","China","CN","CHN","Guizhou","","849000","1156539782" +"Wuyuan","Wuyuan","41.0896","108.2722","China","CN","CHN","Inner Mongolia","","30057","1156146594" +"Shuangcheng","Shuangcheng","45.3503","126.2800","China","CN","CHN","Heilongjiang","","130710","1156257611" +"Shijianzhuang","Shijianzhuang","38.0500","114.4800","China","CN","CHN","Hebei","admin","2417000","1156217541" +"Qinhuangdao","Qinhuangdao","39.9304","119.6200","China","CN","CHN","Hebei","","1003000","1156091093" +"Guangshui","Guangshui","31.6204","114.0000","China","CN","CHN","Hubei","","154771","1156267419" +"Nanchang","Nanchang","28.6800","115.8800","China","CN","CHN","Jiangxi","admin","2350000","1156198892" +"Nehe","Nehe","48.4900","124.8800","China","CN","CHN","Heilongjiang","","108253","1156609562" +"Shangqiu","Shangqiu","34.4504","115.6500","China","CN","CHN","Henan","","1753000","1156805441" +"Hengshui","Hengshui","37.7200","115.7000","China","CN","CHN","Hebei","","456356","1156803028" +"Xiaogan","Xiaogan","30.9204","113.9000","China","CN","CHN","Hubei","","160437","1156002290" +"Xiangtan","Xiangtan","27.8504","112.9000","China","CN","CHN","Hunan","","2586948","1156195684" +"Xian","Xian","34.2750","108.8950","China","CN","CHN","Shaanxi","admin","4009000","1156244079" +"Tianjin","Tianjin","39.1300","117.2000","China","CN","CHN","Tianjin","admin","7180000","1156174046" +"Daqing","Daqing","46.5800","125.0000","China","CN","CHN","Heilongjiang","","1693000","1156403962" +"Taian","Taian","36.2000","117.1201","China","CN","CHN","Shandong","","1629000","1156095188" +"Nangong","Nangong","37.3704","115.3700","China","CN","CHN","Hebei","","82386","1156426803" +"Shizuishan","Shizuishan","39.2333","106.7690","China","CN","CHN","Ningxia","","136570","1156361664" +"Changsha","Changsha","28.2000","112.9700","China","CN","CHN","Hunan","admin","2604000","1156961497" +"Panshi","Panshi","42.9426","126.0561","China","CN","CHN","Jilin","","86216","1156659612" +"Jilin","Jilin","43.8500","126.5500","China","CN","CHN","Jilin","","2396000","1156646448" +"Macheng","Macheng","31.1800","115.0300","China","CN","CHN","Hubei","","126366","1156949639" +"Mishan","Mishan","45.5504","131.8800","China","CN","CHN","Heilongjiang","","87257","1156267144" +"Hengyang","Hengyang","26.8800","112.5900","China","CN","CHN","Hunan","","1016000","1156696884" +"Keshan","Keshan","48.0263","125.8660","China","CN","CHN","Heilongjiang","","72403","1156775094" 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+"Leticia","Leticia","-4.2200","-69.9400","Colombia","CO","COL","Amazonas","admin","59575","1170548641" +"Inírida","Inirida","3.8540","-67.9061","Colombia","CO","COL","Guainía","admin","9065","1170563591" +"Pasto","Pasto","1.2136","-77.2811","Colombia","CO","COL","Nariño","admin","382236","1170320545" +"Ibagué","Ibague","4.4389","-75.2322","Colombia","CO","COL","Tolima","admin","421685","1170245063" +"Cali","Cali","3.4000","-76.5000","Colombia","CO","COL","Valle del Cauca","admin","2254000","1170417589" +"Barranquilla","Barranquilla","10.9600","-74.8000","Colombia","CO","COL","Atlántico","admin","1798000","1170179113" +"Tolú","Tolu","9.5358","-75.5720","Colombia","CO","COL","Sucre","minor","27390","1170666994" +"Yarumal","Yarumal","7.0306","-75.5905","Colombia","CO","COL","Antioquia","","35315","1170196021" +"Riohacha","Riohacha","11.5403","-72.9100","Colombia","CO","COL","La Guajira","admin","133186","1170903069" +"Pereira","Pereira","4.8104","-75.6800","Colombia","CO","COL","Risaralda","admin","568750","1170386718" +"Armenia","Armenia","4.5343","-75.6811","Colombia","CO","COL","Quindío","admin","315328","1170398459" +"Cartagena","Cartagena","10.3997","-75.5144","Colombia","CO","COL","Bolívar","admin","887000","1170886102" +"Tunja","Tunja","5.5504","-73.3700","Colombia","CO","COL","Boyacá","admin","161412","1170843027" +"Tumaco","Tumaco","1.8100","-78.8100","Colombia","CO","COL","Nariño","minor","86713","1170504978" +"Puerto Carreño","Puerto Carreno","6.1850","-67.4930","Colombia","CO","COL","Vichada","admin","10216","1170291142" +"Arauca","Arauca","7.0907","-70.7616","Colombia","CO","COL","Arauca","admin","69264","1170322340" +"Neiva","Neiva","2.9310","-75.3302","Colombia","CO","COL","Huila","admin","352855","1170159963" +"Villavicencio","Villavicencio","4.1533","-73.6350","Colombia","CO","COL","Meta","admin","374763","1170426927" +"Mocoa","Mocoa","1.1500","-76.6300","Colombia","CO","COL","Putumayo","admin","22035","1170970726" +"Medellín","Medellin","6.2750","-75.5750","Colombia","CO","COL","Antioquia","admin","3297000","1170680389" +"Yopal","Yopal","5.3470","-72.4060","Colombia","CO","COL","Casanare","admin","61029","1170295059" +"San José del Guaviare","San Jose del Guaviare","2.5700","-72.6400","Colombia","CO","COL","Guaviare","admin","22136","1170839384" +"Valledupar","Valledupar","10.4800","-73.2500","Colombia","CO","COL","Cesar","admin","308237","1170481949" +"Bucaramanga","Bucaramanga","7.1301","-73.1259","Colombia","CO","COL","Santander","admin","1009000","1170940590" +"Montería","Monteria","8.7575","-75.8900","Colombia","CO","COL","Córdoba","admin","275198","1170855299" +"Cúcuta","Cucuta","7.9200","-72.5200","Colombia","CO","COL","Norte de Santander","admin","722146","1170743755" +"Bogota","Bogota","4.5964","-74.0833","Colombia","CO","COL","Bogotá","primary","7772000","1170483426" +"Santa Marta","Santa Marta","11.2472","-74.2017","Colombia","CO","COL","Magdalena","admin","431781","1170715594" +"Manizales","Manizales","5.0600","-75.5200","Colombia","CO","COL","Caldas","admin","375848","1170930654" +"Florencia","Florencia","1.6104","-75.6200","Colombia","CO","COL","Caquetá","admin","130337","1170606634" +"Mitú","Mitu","1.1983","-70.1736","Colombia","CO","COL","Vaupés","admin","5917","1170846096" +"Popayán","Popayan","2.4200","-76.6100","Colombia","CO","COL","Cauca","admin","258750","1170764265" +"Turbo","Turbo","8.1004","-76.7400","Colombia","CO","COL","Antioquia","minor","50508","1170426476" +"Puerto Berrío","Puerto Berrio","6.4804","-74.4200","Colombia","CO","COL","Antioquia","minor","33983","1170372171" +"San Vicente del Caguán","San Vicente del Caguan","2.0704","-74.6400","Colombia","CO","COL","Caquetá","minor","1500","1170922792" +"Nuquí","Nuqui","5.6852","-77.2745","Colombia","CO","COL","Chocó","minor","2741","1170020146" +"Juradó","Jurado","7.1217","-77.7564","Colombia","CO","COL","Chocó","minor","2351","1170520604" +"San Andrés","San Andres","12.5621","-81.6903","Colombia","CO","COL","San Andrés y Providencia","admin","58257","1170563968" +"Bello","Bello","6.3300","-75.5700","Colombia","CO","COL","Antioquia","minor","519670","1170423489" +"Sonsón","Sonson","5.7166","-75.3166","Colombia","CO","COL","Antioquia","minor","18817","1170000118" +"Soledad","Soledad","10.9200","-74.7700","Colombia","CO","COL","Atlántico","minor","698852","1170765625" +"Sabanalarga","Sabanalarga","10.6400","-74.9200","Colombia","CO","COL","Atlántico","minor","68535","1170724527" +"Orocue","Orocue","4.7946","-71.3400","Colombia","CO","COL","Casanare","minor","2835","1170535682" +"Tame","Tame","6.4603","-71.7400","Colombia","CO","COL","Arauca","minor","29099","1170459811" +"Chiquinquirá","Chiquinquira","5.6204","-73.8199","Colombia","CO","COL","Boyacá","minor","53975","1170668478" +"Guapi","Guapi","2.5604","-77.8600","Colombia","CO","COL","Cauca","minor","13853","1170811574" +"Duitama","Duitama","5.8305","-73.0200","Colombia","CO","COL","Boyacá","minor","101156","1170695532" +"Sogamoso","Sogamoso","5.7200","-72.9400","Colombia","CO","COL","Boyacá","minor","126551","1170000109" +"Cartago","Cartago","4.7500","-75.9100","Colombia","CO","COL","Valle del Cauca","minor","134827","1170225267" +"Arjona","Arjona","10.2600","-75.3500","Colombia","CO","COL","Bolívar","minor","50405","1170602407" +"El Carmen de Bolívar","El Carmen de Bolivar","9.7204","-75.1300","Colombia","CO","COL","Bolívar","minor","60980","1170394868" +"Magangué","Magangue","9.2300","-74.7400","Colombia","CO","COL","Bolívar","minor","100313","1170903510" +"Tuluá","Tulua","4.0904","-76.2100","Colombia","CO","COL","Valle del Cauca","minor","165501","1170721938" +"Buenaventura","Buenaventura","3.8724","-77.0505","Colombia","CO","COL","Valle del Cauca","minor","252805","1170287988" +"Barrancabermeja","Barrancabermeja","7.0900","-73.8500","Colombia","CO","COL","Santander","minor","191403","1170362340" +"Honda","Honda","5.1903","-74.7500","Colombia","CO","COL","Tolima","minor","35469","1170848069" +"Lorica","Lorica","9.2419","-75.8160","Colombia","CO","COL","Córdoba","minor","52771","1170094504" +"Ayapel","Ayapel","8.3304","-75.1500","Colombia","CO","COL","Córdoba","minor","23639","1170146577" +"Girardot","Girardot","4.3100","-74.8100","Colombia","CO","COL","Cundinamarca","minor","130289","1170838212" +"Ocaña","Ocana","8.2404","-73.3500","Colombia","CO","COL","Norte de Santander","minor","83511","1170754105" +"Pamplona","Pamplona","7.3904","-72.6600","Colombia","CO","COL","Norte de Santander","minor","53587","1170275020" +"San Martín","San Martin","3.6904","-73.6900","Colombia","CO","COL","Meta","minor","16273","1170677493" +"Puerto López","Puerto Lopez","4.0900","-72.9600","Colombia","CO","COL","Meta","minor","16678","1170290556" +"Garzón","Garzon","2.2104","-75.6500","Colombia","CO","COL","Huila","minor","56603","1170149755" +"El Banco","El Banco","9.0003","-73.9800","Colombia","CO","COL","Magdalena","minor","54522","1170111607" +"Campoalegre","Campoalegre","2.6900","-75.3300","Colombia","CO","COL","Huila","minor","22568","1170655224" +"Túquerres","Tuquerres","1.0900","-77.6199","Colombia","CO","COL","Nariño","minor","33979","1170724789" +"Ipiales","Ipiales","0.8304","-77.6500","Colombia","CO","COL","Nariño","minor","109618","1170309931" +"Ciénaga","Cienaga","11.0104","-74.2500","Colombia","CO","COL","Magdalena","minor","131171","1170825751" +"Socorro","Socorro","6.4603","-73.2700","Colombia","CO","COL","Santander","minor","24895","1170793746" +"San José","San Jose","9.9350","-84.0841","Costa Rica","CR","CRI","San José","primary","1284000","1188749877" +"Sixaola","Sixaola","9.5204","-82.6200","Costa Rica","CR","CRI","Limón","","1823","1188537249" +"Alajuela","Alajuela","10.0200","-84.2300","Costa Rica","CR","CRI","Alajuela","admin","387743","1188394508" +"Canas","Canas","10.4300","-85.1000","Costa Rica","CR","CRI","Guanacaste","","20306","1188753368" +"La Cruz","La Cruz","11.0704","-85.6300","Costa Rica","CR","CRI","Guanacaste","","4319","1188840021" +"Cartago","Cartago","9.8700","-83.9300","Costa Rica","CR","CRI","Cartago","admin","196946","1188911724" +"Liberia","Liberia","10.6338","-85.4333","Costa Rica","CR","CRI","Guanacaste","admin","45380","1188743090" +"Heredia","Heredia","9.9920","-84.1200","Costa Rica","CR","CRI","Heredia","admin","21947","1188210837" +"Puerto Limon","Puerto Limon","10.0000","-83.0333","Costa Rica","CR","CRI","Limón","admin","85001","1188214393" +"Ciudad Cortes","Ciudad Cortes","8.9604","-83.5300","Costa Rica","CR","CRI","Puntarenas","","3850","1188296792" +"Golfito","Golfito","8.6500","-83.1500","Costa Rica","CR","CRI","Puntarenas","","6777","1188695145" +"Quesada","Quesada","10.3305","-84.4400","Costa Rica","CR","CRI","Alajuela","","31106","1188199888" +"Puntarenas","Puntarenas","9.9702","-84.8336","Costa Rica","CR","CRI","Puntarenas","admin","57102","1188639267" +"Havana","Havana","23.1320","-82.3642","Cuba","CU","CUB","La Habana","primary","2174000","1192752771" +"Güines","Guines","22.8361","-82.0280","Cuba","CU","CUB","Mayabeque","minor","68935","1192190364" +"San Antonio de los Baños","San Antonio de los Banos","22.8911","-82.4991","Cuba","CU","CUB","Artemisa","minor","42724","1192374010" +"Colón","Colon","22.7196","-80.9058","Cuba","CU","CUB","Matanzas","minor","63882","1192866771" +"Placetas","Placetas","22.3158","-79.6555","Cuba","CU","CUB","Villa Clara","minor","55408","1192546991" +"Sagua la Grande","Sagua la Grande","22.8090","-80.0711","Cuba","CU","CUB","Villa Clara","minor","62073","1192446410" +"Manzanillo","Manzanillo","20.3438","-77.1166","Cuba","CU","CUB","Granma","minor","128188","1192805452" +"Morón","Moron","22.1099","-78.6275","Cuba","CU","CUB","Ciego de Ávila","minor","66060","1192161102" +"Caibarién","Caibarien","22.5158","-79.4722","Cuba","CU","CUB","Villa Clara","minor","39140","1192208164" +"Artemisa","Artemisa","22.8134","-82.7619","Cuba","CU","CUB","Artemisa","admin","68073","1192325408" +"Bayamo","Bayamo","20.3795","-76.6433","Cuba","CU","CUB","Granma","admin","192632","1192297857" +"Camagüey","Camaguey","21.3808","-77.9169","Cuba","CU","CUB","Camagüey","admin","347562","1192667983" +"Ciego de Ávila","Ciego de Avila","21.8400","-78.7619","Cuba","CU","CUB","Ciego de Ávila","admin","142027","1192302618" +"Cienfuegos","Cienfuegos","22.1444","-80.4403","Cuba","CU","CUB","Cienfuegos","admin","186644","1192020054" +"Guantánamo","Guantanamo","20.1453","-75.2061","Cuba","CU","CUB","Guantánamo","admin","272801","1192866062" +"Holguín","Holguin","20.8872","-76.2631","Cuba","CU","CUB","Holguín","admin","319102","1192920574" +"Matanzas","Matanzas","23.0415","-81.5775","Cuba","CU","CUB","Matanzas","admin","146733","1192888416" +"Nueva Gerona","Nueva Gerona","21.8837","-82.8000","Cuba","CU","CUB","Isla de la Juventud","admin","25566","1192344354" +"Pinar del Rio","Pinar del Rio","22.4175","-83.6981","Cuba","CU","CUB","Pinar del Río","admin","186990","1192216820" +"San José de las Lajas","San Jose de las Lajas","22.9614","-82.1511","Cuba","CU","CUB","Mayabeque","admin","","1192731332" +"Sancti Spíritus","Sancti Spiritus","21.9301","-79.4425","Cuba","CU","CUB","Sancti Spíritus","admin","127069","1192600260" +"Santa Clara","Santa Clara","22.4000","-79.9667","Cuba","CU","CUB","Villa Clara","admin","250512","1192329773" +"Santiago de Cuba","Santiago de Cuba","20.0250","-75.8213","Cuba","CU","CUB","Santiago de Cuba","admin","555865","1192766111" +"Las Tunas","Las Tunas","20.9601","-76.9544","Cuba","CU","CUB","Las Tunas","admin","203684","1192626319" +"Banes","Banes","20.9629","-75.7186","Cuba","CU","CUB","Holguín","minor","53104","1192981466" +"Palma Soriano","Palma Soriano","20.2172","-75.9988","Cuba","CU","CUB","Santiago de Cuba","minor","102826","1192323011" +"Nuevitas","Nuevitas","21.5456","-77.2644","Cuba","CU","CUB","Camagüey","","54022","1192448182" +"Vila da Ribeira Brava","Vila da Ribeira Brava","16.6167","-24.3000","Cabo Verde","CV","CPV","Ribeira Brava","admin","","1132498214" +"Tarrafal","Tarrafal","16.5667","-24.3667","Cabo Verde","CV","CPV","Tarrafal de São Nicolau","admin","","1132502171" +"Vila do Maio","Vila do Maio","15.1333","-23.2167","Cabo Verde","CV","CPV","Maio","admin","","1132346974" +"Vila Nova Sintra","Vila Nova Sintra","14.8667","-24.7167","Cabo Verde","CV","CPV","Brava","admin","","1132634480" +"Porto dos Mosteiros","Porto dos Mosteiros","15.0333","-24.3333","Cabo Verde","CV","CPV","Mosteiros","admin","","1132174768" +"São Domingos","Sao Domingos","15.0167","-23.5667","Cabo Verde","CV","CPV","São Domingos","admin","","1132246964" +"Picos","Picos","15.0833","-23.6500","Cabo Verde","CV","CPV","São Salvador do Mundo","admin","","1132670996" +"Santa Maria","Santa Maria","16.6000","-22.9000","Cabo Verde","CV","CPV","Sal","admin","","1132415507" +"São Filipe","Sao Filipe","14.9000","-24.5167","Cabo Verde","CV","CPV","São Filipe","admin","","1132693257" +"Tarrafal","Tarrafal","15.2833","-23.7667","Cabo Verde","CV","CPV","Tarrafal","admin","","1132834308" +"Praia","Praia","14.9167","-23.5167","Cabo Verde","CV","CPV","Praia","primary","113364","1132398770" +"Assomada","Assomada","15.1000","-23.6833","Cabo Verde","CV","CPV","Santa Catarina","admin","","1132845019" +"Cidade Velha","Cidade Velha","14.9167","-23.6167","Cabo Verde","CV","CPV","Ribeira Grande de Santiago","admin","","1132073400" +"Cova Figueira","Cova Figueira","14.8833","-24.3000","Cabo Verde","CV","CPV","Santa Catarina do Fogo","admin","","1132510430" +"Mindelo","Mindelo","16.8838","-25.0000","Cabo Verde","CV","CPV","São Vicente","admin","70611","1132180389" +"Porto Novo","Porto Novo","17.0254","-25.0666","Cabo Verde","CV","CPV","Porto Novo","admin","","1132233840" +"Ribeira Grande","Ribeira Grande","17.1856","-25.0724","Cabo Verde","CV","CPV","Ribeira Grande","admin","","1132061543" +"Pombas","Pombas","17.1503","-25.0201","Cabo Verde","CV","CPV","Paul","admin","","1132720315" +"Calheta de São Miguel","Calheta de Sao Miguel","15.1833","-23.6000","Cabo Verde","CV","CPV","São Miguel","admin","","1132750609" +"Vila de Sal Rei","Vila de Sal Rei","16.1833","-22.9167","Cabo Verde","CV","CPV","Boa Vista","admin","","1132420232" +"Willemstad","Willemstad","12.2004","-69.0200","Curaçao","CW","CUW","","primary","146813","1531000000" +"Flying Fish Cove","Flying Fish Cove","-10.4167","105.7167","Christmas Island","CX","CXR","","primary","","1162889600" +"Lemosos","Lemosos","34.6754","33.0333","Cyprus","CY","CYP","Lemesós","admin","154000","1196136222" +"Famagusta","Famagusta","35.1205","33.9389","Cyprus","CY","CYP","Ammóchostos","admin","","1196128852" +"Larnaka","Larnaka","34.9170","33.6360","Cyprus","CY","CYP","Lárnaka","admin","48947","1196804795" +"Kyrenia","Kyrenia","35.3363","33.3173","Cyprus","CY","CYP","Kerýneia","admin","","1196334499" +"Paphos","Paphos","34.7559","32.4225","Cyprus","CY","CYP","Páfos","admin","35961","1196607408" +"Nicosia","Nicosia","35.1667","33.3666","Cyprus","CY","CYP","Lefkosía","primary","224300","1196944155" +"Usti Nad Labem","Usti Nad Labem","50.6630","14.0810","Czechia","CZ","CZE","Ústecký Kraj","admin","94105","1203734193" +"Pardubice","Pardubice","50.0404","15.7600","Czechia","CZ","CZE","Pardubický Kraj","admin","107064","1203857442" +"Jihlava","Jihlava","49.4004","15.5833","Czechia","CZ","CZE","Vysočina","admin","53921","1203810604" +"Liberec","Liberec","50.8000","15.0800","Czechia","CZ","CZE","Liberecký Kraj","admin","102175","1203577727" +"Prague","Prague","50.0833","14.4660","Czechia","CZ","CZE","Praha, Hlavní Město","primary","1162000","1203744823" +"Brno","Brno","49.2004","16.6100","Czechia","CZ","CZE","Jihomoravský Kraj","admin","388277","1203676514" +"Pizen","Pizen","49.7404","13.3600","Czechia","CZ","CZE","Plzeňský Kraj","admin","164180","1203402469" +"České Budějovice","Ceske Budejovice","48.9800","14.4600","Czechia","CZ","CZE","Jihočeský Kraj ","admin","98851","1203398046" +"Karlovy Vary","Karlovy Vary","50.2370","12.8750","Czechia","CZ","CZE","Karlovarský Kraj","admin","","1203518899" +"Ostrava","Ostrava","49.8304","18.2500","Czechia","CZ","CZE","Moravskoslezský Kraj ","admin","478963","1203687206" +"Olomouc","Olomouc","49.6300","17.2500","Czechia","CZ","CZE","Olomoucký Kraj","admin","101268","1203328061" +"Hradec Králové","Hradec Kralove","50.2060","15.8120","Czechia","CZ","CZE","Královéhradecký Kraj","admin","95195","1203430618" +"Zlín","Zlin","49.2304","17.6500","Czechia","CZ","CZE","Zlínský Kraj","admin","124610","1203582141" +"Berlin","Berlin","52.5218","13.4015","Germany","DE","DEU","Berlin","primary","3406000","1276451290" +"Cologne","Cologne","50.9300","6.9500","Germany","DE","DEU","North Rhine-Westphalia","","1004000","1276015998" +"Munich","Munich","48.1299","11.5750","Germany","DE","DEU","Bavaria","admin","1275000","1276692352" +"Potsdam","Potsdam","52.4004","13.0700","Germany","DE","DEU","Brandenburg","admin","218095","1276395100" +"Kiel","Kiel","54.3304","10.1300","Germany","DE","DEU","Schleswig-Holstein","admin","269427","1276305306" +"Wiesbaden","Wiesbaden","50.0804","8.2500","Germany","DE","DEU","Hesse","admin","617126","1276652118" +"Magdeburg","Magdeburg","52.1304","11.6200","Germany","DE","DEU","Saxony-Anhalt","admin","229826","1276418236" +"Bremen","Bremen","53.0800","8.8000","Germany","DE","DEU","Bremen","admin","724909","1276376509" +"Hannover","Hannover","52.3670","9.7167","Germany","DE","DEU","Lower Saxony","admin","722490","1276457707" +"Düsseldorf","Dusseldorf","51.2204","6.7800","Germany","DE","DEU","North Rhine-Westphalia","admin","1220000","1276615258" +"Saarbrücken","Saarbrucken","49.2504","6.9700","Germany","DE","DEU","Saarland","admin","770001","1276419711" +"Schwerin","Schwerin","53.6333","11.4167","Germany","DE","DEU","Mecklenburg-Western Pomerania","admin","96641","1276221707" +"Hamburg","Hamburg","53.5500","10.0000","Germany","DE","DEU","Hamburg","admin","1757000","1276041799" +"Stuttgart","Stuttgart","48.7800","9.2000","Germany","DE","DEU","Baden-Württemberg","admin","2944700","1276171358" +"Dresden","Dresden","51.0500","13.7500","Germany","DE","DEU","Saxony","admin","617515","1276561036" +"Erfurt","Erfurt","50.9701","11.0300","Germany","DE","DEU","Thuringia","admin","203254","1276924655" +"Mainz","Mainz","49.9825","8.2732","Germany","DE","DEU","Rhineland-Palatinate","admin","184997","1276801317" +"Rostock","Rostock","54.0704","12.1500","Germany","DE","DEU","Mecklenburg-Western Pomerania","","203080","1276210265" +"Kassel","Kassel","51.3000","9.5000","Germany","DE","DEU","Hesse","minor","289924","1276791686" +"Dortmund","Dortmund","51.5300","7.4500","Germany","DE","DEU","North Rhine-Westphalia","minor","588462","1276562886" +"Duisburg","Duisburg","51.4300","6.7500","Germany","DE","DEU","North Rhine-Westphalia","minor","1276757","1276977172" +"Essen","Essen","51.4500","7.0166","Germany","DE","DEU","North Rhine-Westphalia","minor","1742135","1276769247" +"Bonn","Bonn","50.7205","7.0800","Germany","DE","DEU","North Rhine-Westphalia","minor","680543","1276807850" +"Bielefeld","Bielefeld","52.0300","8.5300","Germany","DE","DEU","North Rhine-Westphalia","minor","331906","1276112885" +"Lübeck","Lubeck","53.8704","10.6700","Germany","DE","DEU","Schleswig-Holstein","minor","235390","1276852342" +"Flensburg","Flensburg","54.7837","9.4333","Germany","DE","DEU","Schleswig-Holstein","minor","97930","1276853315" +"Emden","Emden","53.3667","7.2167","Germany","DE","DEU","Lower Saxony","minor","51526","1276309938" +"Wuppertal","Wuppertal","51.2500","7.1700","Germany","DE","DEU","North Rhine-Westphalia","minor","776525","1276004611" +"Münster","Munster","51.9704","7.6200","Germany","DE","DEU","North Rhine-Westphalia","minor","270184","1276714504" +"Osnabrück","Osnabruck","52.2804","8.0500","Germany","DE","DEU","Lower Saxony","minor","231268","1276554949" +"Göttingen","Gottingen","51.5204","9.9200","Germany","DE","DEU","Lower Saxony","minor","139419","1276211234" +"Oldenburg","Oldenburg","53.1300","8.2200","Germany","DE","DEU","Lower Saxony","minor","167458","1276946953" +"Stralsund","Stralsund","54.3004","13.1000","Germany","DE","DEU","Mecklenburg-Western Pomerania","minor","61368","1276640152" +"Braunschweig","Braunschweig","52.2500","10.5000","Germany","DE","DEU","Lower Saxony","minor","244715","1276941443" +"Bremerhaven","Bremerhaven","53.5504","8.5800","Germany","DE","DEU","Bremen","minor","137751","1276991229" +"Freiburg","Freiburg","48.0004","7.8699","Germany","DE","DEU","Baden-Württemberg","minor","254889","1276371228" +"Karlsruhe","Karlsruhe","49.0000","8.4000","Germany","DE","DEU","Baden-Württemberg","minor","377487","1276923210" +"Heidelberg","Heidelberg","49.4200","8.7000","Germany","DE","DEU","Baden-Württemberg","minor","426590","1276519742" +"Ingolstadt","Ingolstadt","48.7704","11.4500","Germany","DE","DEU","Bavaria","minor","163325","1276803150" +"Passau","Passau","48.5670","13.4666","Germany","DE","DEU","Bavaria","minor","50560","1276123699" +"Rosenheim","Rosenheim","47.8503","12.1333","Germany","DE","DEU","Bavaria","minor","92809","1276301675" +"Augsburg","Augsburg","48.3500","10.9000","Germany","DE","DEU","Bavaria","minor","358989","1276314100" +"Regensburg","Regensburg","49.0204","12.1200","Germany","DE","DEU","Bavaria","minor","164359","1276000325" +"Würzburg","Wurzburg","49.8004","9.9500","Germany","DE","DEU","Bavaria","minor","168561","1276233514" +"Coburg","Coburg","50.2666","10.9666","Germany","DE","DEU","Bavaria","minor","61054","1276428862" +"Hof","Hof","50.3170","11.9167","Germany","DE","DEU","Bavaria","minor","56153","1276561363" +"Ulm","Ulm","48.4004","10.0000","Germany","DE","DEU","Baden-Württemberg","minor","172955","1276002212" +"Nürnberg","Nurnberg","49.4500","11.0800","Germany","DE","DEU","Bavaria","minor","737304","1276166609" +"Fürth","Furth","49.4700","11.0000","Germany","DE","DEU","Bavaria","minor","237844","1276580165" +"Gießen","Giessen","50.5837","8.6500","Germany","DE","DEU","Hesse","minor","82358","1276576770" +"Mannheim","Mannheim","49.5004","8.4700","Germany","DE","DEU","Baden-Württemberg","minor","2362000","1276150104" +"Frankfurt","Frankfurt","50.1000","8.6750","Germany","DE","DEU","Hesse","minor","2895000","1276054552" +"Koblenz","Koblenz","50.3505","7.6000","Germany","DE","DEU","Rhineland-Palatinate","minor","312633","1276605495" +"Chemnitz","Chemnitz","50.8300","12.9200","Germany","DE","DEU","Saxony","minor","302643","1276519956" +"Cottbus","Cottbus","51.7704","14.3300","Germany","DE","DEU","Brandenburg","minor","105067","1276436655" +"Jena","Jena","50.9304","11.5800","Germany","DE","DEU","Thuringia","minor","104712","1276659978" +"Gera","Gera","50.8704","12.0700","Germany","DE","DEU","Thuringia","minor","104659","1276548165" +"Leipzig","Leipzig","51.3354","12.4100","Germany","DE","DEU","Saxony","minor","542529","1276563678" +"Tadjoura","Tadjoura","11.7833","42.9000","Djibouti","DJ","DJI","Tadjourah","admin","22193","1262504958" +"Arta","Arta","11.5264","42.8519","Djibouti","DJ","DJI","Arta","admin","","1262889858" +"Ali Sabih","Ali Sabih","11.1562","42.7125","Djibouti","DJ","DJI","Ali Sabieh","admin","40074","1262104228" +"Dikhil","Dikhil","11.1040","42.3720","Djibouti","DJ","DJI","Dikhil","admin","12043","1262950337" +"Djibouti","Djibouti","11.5950","43.1480","Djibouti","DJ","DJI","Djibouti","primary","923000","1262028958" +"Obock","Obock","11.9734","43.2856","Djibouti","DJ","DJI","Obock","admin","17776","1262002221" +"Vejle","Vejle","55.7090","9.5350","Denmark","DK","DNK","Syddanmark","admin","51177","1208585023" +"Hillerød","Hillerod","55.9333","12.3167","Denmark","DK","DNK","Hovedstaden","admin","28313","1208278269" +"København","Kobenhavn","55.6786","12.5635","Denmark","DK","DNK","Hovedstaden","primary","1085000","1208763942" +"Viborg","Viborg","56.4333","9.4000","Denmark","DK","DNK","Midtjylland","admin","34831","1208606810" +"Sorø","Soro","55.4330","11.5667","Denmark","DK","DNK","Sjælland","admin","7167","1208841384" +"Roskilde","Roskilde","55.6500","12.0833","Denmark","DK","DNK","Sjælland","minor","44285","1208722269" +"Odense","Odense","55.4004","10.3833","Denmark","DK","DNK","Syddanmark","minor","158222","1208194249" +"Svendborg","Svendborg","55.0704","10.6167","Denmark","DK","DNK","Syddanmark","minor","29180","1208924964" +"Esbjerg","Esbjerg","55.4670","8.4500","Denmark","DK","DNK","Syddanmark","minor","72205","1208757169" +"Århus","Aarhus","56.1572","10.2107","Denmark","DK","DNK","Midtjylland","minor","237551","1208841031" +"Aalborg","Aalborg","57.0337","9.9166","Denmark","DK","DNK","Nordjylland","admin","122219","1208789278" +"Frederikshavn","Frederikshavn","57.4337","10.5333","Denmark","DK","DNK","Nordjylland","minor","24103","1208910213" +"Roseau","Roseau","15.3010","-61.3870","Dominica","DM","DMA","Saint George","primary","23336","1212060440" +"El Seibo","El Seibo","18.7640","-69.0350","Dominican Republic","DO","DOM","Yuma","minor","23547","1214331828" +"Cotuí","Cotui","19.0590","-70.1520","Dominican Republic","DO","DOM","Cibao Sur","minor","41641","1214299029" +"Pedernales","Pedernales","18.0380","-71.7410","Dominican Republic","DO","DOM","Enriquillo","minor","11072","1214415453" +"Neiba","Neiba","18.4666","-71.4166","Dominican Republic","DO","DOM","Enriquillo","minor","25731","1214562502" +"Jimaní","Jimani","18.4930","-71.8510","Dominican Republic","DO","DOM","Enriquillo","minor","6567","1214388193" +"Comendador","Comendador","18.8760","-71.7070","Dominican Republic","DO","DOM","El Valle","minor","43894","1214626724" +"Monte Cristi","Monte Cristi","19.8670","-71.6500","Dominican Republic","DO","DOM","Cibao Noroeste","minor","17001","1214970157" +"Sabaneta","Sabaneta","19.5050","-71.3450","Dominican Republic","DO","DOM","Cibao Noroeste","minor","16380","1214181927" +"Dajabón","Dajabon","19.5480","-71.7050","Dominican Republic","DO","DOM","Cibao Noroeste","minor","16398","1214367800" +"Puerto Plata","Puerto Plata","19.7902","-70.6902","Dominican Republic","DO","DOM","Cibao Norte","minor","119897","1214279422" +"Moca","Moca","19.3970","-70.5230","Dominican Republic","DO","DOM","Cibao Norte","minor","61834","1214863528" +"Samaná","Samana","19.2120","-69.3320","Dominican Republic","DO","DOM","Cibao Nordeste","minor","11432","1214655701" +"Higuey","Higuey","18.6160","-68.7080","Dominican Republic","DO","DOM","Yuma","minor","123787","1214313712" +"Monte Plata","Monte Plata","18.8070","-69.7840","Dominican Republic","DO","DOM","Higuamo","minor","15532","1214856228" +"Hato Mayor","Hato Mayor","18.7640","-69.2570","Dominican Republic","DO","DOM","Higuamo","minor","35999","1214232592" +"Nagua","Nagua","19.3760","-69.8470","Dominican Republic","DO","DOM","Cibao Nordeste","minor","33862","1214449469" +"Salcedo","Salcedo","19.3830","-70.4167","Dominican Republic","DO","DOM","Cibao Nordeste","minor","45299","1214901060" +"Azua","Azua","18.4540","-70.7290","Dominican Republic","DO","DOM","Valdesia","minor","59139","1214004418" +"Baní","Bani","18.2800","-70.3310","Dominican Republic","DO","DOM","Valdesia","minor","66709","1214720035" +"Bonao","Bonao","18.9420","-70.4090","Dominican Republic","DO","DOM","Cibao Sur","minor","73269","1214793175" +"San Francisco de Macorís","San Francisco de Macoris","19.3000","-70.2500","Dominican Republic","DO","DOM","Cibao Nordeste","admin","152538","1214710545" +"Mao","Mao","19.5520","-71.0750","Dominican Republic","DO","DOM","Cibao Noroeste","admin","48297","1214217168" +"Santo Domingo Este","Santo Domingo Este","18.4885","-69.8571","Dominican Republic","DO","DOM","Ozama","admin","","1214664832" +"San Cristóbal","San Cristobal","18.4160","-70.1090","Dominican Republic","DO","DOM","Valdesia","admin","154040","1214335207" +"La Romana","La Romana","18.4170","-68.9666","Dominican Republic","DO","DOM","Yuma","admin","208437","1214760518" +"Santiago","Santiago","19.5000","-70.6700","Dominican Republic","DO","DOM","Cibao Norte","admin","1550753","1214985348" +"Santo Domingo","Santo Domingo","18.4701","-69.9001","Dominican Republic","DO","DOM","Ozama","primary","2154000","1214636202" +"La Vega","La Vega","19.2166","-70.5166","Dominican Republic","DO","DOM","Cibao Sur","admin","163197","1214691060" +"San Juan","San Juan","18.8070","-71.2290","Dominican Republic","DO","DOM","El Valle","admin","72950","1214608846" +"Barahona","Barahona","18.2004","-71.1000","Dominican Republic","DO","DOM","Enriquillo","admin","90128","1214900129" +"San Pedro de Macorís","San Pedro de Macoris","18.4504","-69.3000","Dominican Republic","DO","DOM","Higuamo","admin","217899","1214233006" +"Bávaro","Bavaro","18.7170","-68.4500","Dominican Republic","DO","DOM","Yuma","","795","1214902144" +"Béni Ounif","Beni Ounif","32.0493","-1.2514","Algeria","DZ","DZA","Béchar","","5628","1012327989" +"Algiers","Algiers","36.7631","3.0506","Algeria","DZ","DZA","Alger","primary","3354000","1012973369" +"Hassi Messaoud","Hassi Messaoud","31.7023","6.0545","Algeria","DZ","DZA","Ouargla","","18124","1012339655" +"Touggourt","Touggourt","33.1000","6.0600","Algeria","DZ","DZA","Ouargla","","133954","1012546670" +"Djanet","Djanet","24.5529","9.4823","Algeria","DZ","DZA","Illizi","","666","1012827195" +"I-n-Amenas","I-n-Amenas","28.0503","9.5500","Algeria","DZ","DZA","Illizi","","216","1012221429" +"El Goléa","El Golea","30.5666","2.8833","Algeria","DZ","DZA","Ghardaïa","","32049","1012834851" +"In Amguel","In Amguel","23.6939","5.1647","Algeria","DZ","DZA","Tamanrasset","","3030","1012162135" +"Reggane","Reggane","26.7000","0.1666","Algeria","DZ","DZA","Adrar","","32974","1012709576" +"I-n-Salah","I-n-Salah","27.2166","2.4666","Algeria","DZ","DZA","Tamanrasset","","49223","1012201146" +"Timimoun","Timimoun","29.2365","0.2700","Algeria","DZ","DZA","Adrar","","49237","1012351010" +"Sefra","Sefra","32.7604","-0.5799","Algeria","DZ","DZA","Naama","","63420","1012884513" +"Abadla","Abadla","31.0171","-2.7333","Algeria","DZ","DZA","Béchar","","14364","1012262770" +"Oum el Bouaghi","Oum el Bouaghi","35.8500","7.1500","Algeria","DZ","DZA","Oum el Bouaghi","admin","100821","1012958880" +"Souk Ahras","Souk Ahras","36.2904","7.9500","Algeria","DZ","DZA","Souk Ahras","admin","134947","1012419619" +"Illizi","Illizi","26.4834","8.4666","Algeria","DZ","DZA","Illizi","admin","7957","1012499058" +"Tissemsilt","Tissemsilt","35.6072","1.8108","Algeria","DZ","DZA","Tissemsilt","admin","","1012743339" +"Tindouf","Tindouf","27.6742","-8.1478","Algeria","DZ","DZA","Tindouf","admin","18270","1012450434" +"Tamanrasset","Tamanrasset","22.7850","5.5228","Algeria","DZ","DZA","Tamanrasset","admin","76000","1012765474" +"Ouargla","Ouargla","31.9700","5.3400","Algeria","DZ","DZA","Ouargla","admin","176271","1012425687" +"M'sila","M'sila","35.7000","4.5450","Algeria","DZ","DZA","M’sila","admin","150000","1012857730" +"Guelma","Guelma","36.4660","7.4280","Algeria","DZ","DZA","Guelma","admin","123590","1012266321" +"El Oued","El Oued","33.3704","6.8600","Algeria","DZ","DZA","El Oued","admin","177497","1012148937" +"Bordj Bou Arréridj","Bordj Bou Arreridj","36.0590","4.6300","Algeria","DZ","DZA","Bordj Bou Arréridj","admin","140000","1012016677" +"Annaba","Annaba","36.9200","7.7600","Algeria","DZ","DZA","Annaba","admin","503524","1012600001" +"Aïn Temouchent","Ain Temouchent","35.2975","-1.1404","Algeria","DZ","DZA","Aïn Temouchent","admin","","1012763655" +"Aïn Defla","Ain Defla","36.2641","1.9679","Algeria","DZ","DZA","Aïn Defla","admin","","1012656497" +"Adrar","Adrar","27.8700","-0.2900","Algeria","DZ","DZA","Adrar","admin","56910","1012462113" +"Batna","Batna","35.5700","6.1700","Algeria","DZ","DZA","Batna","admin","280798","1012093229" +"Béchar","Bechar","31.6111","-2.2300","Algeria","DZ","DZA","Béchar","admin","143382","1012371820" +"Béjaïa","Bejaia","36.7604","5.0700","Algeria","DZ","DZA","Bejaïa","admin","384937","1012140298" +"Biskra","Biskra","34.8600","5.7300","Algeria","DZ","DZA","Biskra","admin","202103","1012947247" +"Blida","Blida","36.4203","2.8300","Algeria","DZ","DZA","Blida","admin","511348","1012045589" +"Bouïra","Bouira","36.3805","3.9000","Algeria","DZ","DZA","Bouira","admin","110144","1012006499" +"Boumerdes","Boumerdes","36.7590","3.4748","Algeria","DZ","DZA","Boumerdes","admin","","1012627486" +"Chlef","Chlef","36.1704","1.3200","Algeria","DZ","DZA","Chlef","admin","449167","1012772239" +"Constantine","Constantine","36.3600","6.5999","Algeria","DZ","DZA","Constantine","admin","605179","1012275076" +"Djelfa","Djelfa","34.6800","3.2500","Algeria","DZ","DZA","Djelfa","admin","170901","1012268984" +"El Bayadh","El Bayadh","33.6904","1.0100","Algeria","DZ","DZA","El Bayadh","admin","67413","1012906892" +"El Tarf","El Tarf","36.7672","8.3138","Algeria","DZ","DZA","El Tarf","admin","","1012205687" +"Ghardaia","Ghardaia","32.4900","3.6700","Algeria","DZ","DZA","Ghardaïa","admin","125480","1012074690" +"Jijel","Jijel","36.8220","5.7660","Algeria","DZ","DZA","Jijel","admin","148000","1012782547" +"Khenchela","Khenchela","35.4358","7.1433","Algeria","DZ","DZA","Khenchela","admin","","1012495148" +"Laghouat","Laghouat","33.8100","2.8800","Algeria","DZ","DZA","Laghouat","admin","113872","1012233848" +"Mascara","Mascara","35.4004","0.1400","Algeria","DZ","DZA","Mascara","admin","108230","1012738269" +"Médéa","Medea","36.2704","2.7700","Algeria","DZ","DZA","Médéa","admin","147707","1012758282" +"Mila","Mila","36.4503","6.2644","Algeria","DZ","DZA","Mila","admin","","1012656063" +"Mostaganem","Mostaganem","35.9404","0.0900","Algeria","DZ","DZA","Mostaganem","admin","188354","1012061703" +"Naama","Naama","33.2667","-0.3167","Algeria","DZ","DZA","Naama","admin","","1012850542" +"Oran","Oran","35.7100","-0.6200","Algeria","DZ","DZA","Oran","admin","798000","1012126319" +"Relizane","Relizane","35.7373","0.5560","Algeria","DZ","DZA","Relizane","admin","","1012939885" +"Saïda","Saida","34.8404","0.1400","Algeria","DZ","DZA","Saïda","admin","142213","1012285874" +"Sétif","Setif","36.1800","5.4000","Algeria","DZ","DZA","Sétif","admin","274744","1012981116" +"Sidi bel Abbes","Sidi bel Abbes","35.1903","-0.6400","Algeria","DZ","DZA","Sidi Bel Abbès","admin","208604","1012123414" +"Skikda","Skikda","36.8804","6.9000","Algeria","DZ","DZA","Skikda","admin","225181","1012619903" +"Tébessa","Tebessa","35.4104","8.1200","Algeria","DZ","DZA","Tébessa","admin","171742","1012196375" +"Tiarat","Tiarat","35.3804","1.3200","Algeria","DZ","DZA","Tiaret","admin","184195","1012785868" +"Tipasa","Tipasa","36.5897","2.4475","Algeria","DZ","DZA","Tipaza","admin","","1012866308" +"Tizi-Ouzou","Tizi-Ouzou","36.8000","4.0333","Algeria","DZ","DZA","Tizi Ouzou","admin","144000","1012126997" +"Tlimcen","Tlimcen","34.8904","-1.3200","Algeria","DZ","DZA","Tlemcen","admin","229777","1012978325" +"Valdez","Valdez","1.2671","-78.9855","Ecuador","EC","ECU","Esmeraldas","","11441","1218064465" +"Piñas","Pinas","-3.6700","-79.6500","Ecuador","EC","ECU","El Oro","","16981","1218213967" +"Alausí","Alausi","-2.1900","-78.8500","Ecuador","EC","ECU","Chimborazo","","14294","1218578121" +"Yaupi","Yaupi","-2.8543","-77.9363","Ecuador","EC","ECU","Morona-Santiago","","293","1218516951" +"Quito","Quito","-0.2150","-78.5001","Ecuador","EC","ECU","Pichincha","primary","1701000","1218441993" +"San Gabriel","San Gabriel","0.6100","-77.8400","Ecuador","EC","ECU","Carchi","","16066","1218199820" +"Jipijapa","Jipijapa","-1.3496","-80.5800","Ecuador","EC","ECU","Manabí","","35901","1218962184" +"Santa Cruz","Santa Cruz","-0.5333","-90.3500","Ecuador","EC","ECU","Galápagos","","11262","1218773967" +"Puerto Villamil","Puerto Villamil","-0.9333","-91.0167","Ecuador","EC","ECU","Galápagos","","2200","1218383536" +"Cayambe","Cayambe","0.0504","-78.1600","Ecuador","EC","ECU","Pichincha","","27881","1218475970" +"Salinas","Salinas","-2.2000","-80.9800","Ecuador","EC","ECU","Guayas","","43862","1218838548" +"San Lorenzo","San Lorenzo","1.2704","-78.8601","Ecuador","EC","ECU","Esmeraldas","","20209","1218156660" +"Milagro","Milagro","-2.1796","-79.6000","Ecuador","EC","ECU","Guayas","","109970","1218568564" +"Muisne","Muisne","0.6100","-80.0200","Ecuador","EC","ECU","Esmeraldas","","13393","1218271569" +"Zamora","Zamora","-4.0696","-78.9700","Ecuador","EC","ECU","Zamora-Chinchipe","admin","15276","1218873167" +"Nueva Loja","Nueva Loja","0.0906","-76.8884","Ecuador","EC","ECU","Sucumbíos","admin","","1218895755" +"Manta","Manta","-0.9800","-80.7300","Ecuador","EC","ECU","Manabí","","183166","1218160109" +"Chone","Chone","-0.6896","-80.0900","Ecuador","EC","ECU","Manabí","","44751","1218083347" +"Sangolquí","Sangolqui","-0.3100","-78.4600","Ecuador","EC","ECU","Pichincha","","178582","1218715616" +"Macará","Macara","-4.3796","-79.9500","Ecuador","EC","ECU","Loja","","13035","1218426387" +"Guayaquil","Guayaquil","-2.2200","-79.9200","Ecuador","EC","ECU","Guayas","admin","2514000","1218802178" +"Ibarra","Ibarra","0.3604","-78.1300","Ecuador","EC","ECU","Imbabura","admin","146741","1218479054" +"Loja","Loja","-3.9900","-79.2100","Ecuador","EC","ECU","Loja","admin","126368","1218739896" +"Babahoyo","Babahoyo","-1.7996","-79.5400","Ecuador","EC","ECU","Los Ríos","admin","76279","1218156392" +"Portoviejo","Portoviejo","-1.0600","-80.4600","Ecuador","EC","ECU","Manabí","admin","213601","1218169586" +"Macas","Macas","-2.3096","-78.1200","Ecuador","EC","ECU","Morona-Santiago","admin","23687","1218176372" +"Puyo","Puyo","-1.4830","-77.9870","Ecuador","EC","ECU","Pastaza","admin","24881","1218537461" +"Ambato","Ambato","-1.2696","-78.6200","Ecuador","EC","ECU","Tungurahua","admin","281425","1218046148" +"Tena","Tena","-0.9796","-77.8100","Ecuador","EC","ECU","Napo","admin","31126","1218759537" +"Puerto Francisco de Orellana","Puerto Francisco de Orellana","-0.4664","-76.9872","Ecuador","EC","ECU","Orellana","admin","","1218387446" +"Santo Domingo de los Colorados","Santo Domingo de los Colorados","-0.2530","-79.1754","Ecuador","EC","ECU","Santo Domingo de los Tsáchilas","admin","","1218148017" +"Santa Elena","Santa Elena","-2.2262","-80.8587","Ecuador","EC","ECU","Santa Elena","admin","","1218296446" +"Puerto Baquerizo Moreno","Puerto Baquerizo Moreno","-0.9000","-89.6000","Ecuador","EC","ECU","Galápagos","admin","6030","1218093882" +"Cuenca","Cuenca","-2.9000","-79.0000","Ecuador","EC","ECU","Azuay","admin","286878","1218041020" +"Guaranda","Guaranda","-1.6100","-79.0100","Ecuador","EC","ECU","Bolívar","admin","27866","1218581593" +"Azogues","Azogues","-2.7400","-78.8400","Ecuador","EC","ECU","Cañar","admin","69087","1218651012" +"Tulcán","Tulcan","0.8220","-77.7320","Ecuador","EC","ECU","Carchi","admin","83000","1218976878" +"Riobamba","Riobamba","-1.6700","-78.6500","Ecuador","EC","ECU","Chimborazo","admin","172464","1218552075" +"Latacunga","Latacunga","-0.9296","-78.6100","Ecuador","EC","ECU","Cotopaxi","admin","94972","1218947988" +"Machala","Machala","-3.2600","-79.9600","Ecuador","EC","ECU","El Oro","admin","213034","1218378191" +"Esmeraldas","Esmeraldas","0.9304","-79.6700","Ecuador","EC","ECU","Esmeraldas","admin","173101","1218601363" +"Valga","Valga","57.7744","26.0453","Estonia","EE","EST","Valgamaa","admin","","1233406308" +"Viljandi","Viljandi","58.3639","25.5900","Estonia","EE","EST","Viljandimaa","admin","20309","1233067368" +"Tallinn","Tallinn","59.4339","24.7280","Estonia","EE","EST","Harjumaa","primary","394024","1233260021" +"Kärdla","Kardla","58.9978","22.7492","Estonia","EE","EST","Hiiumaa","admin","","1233977488" +"Rakvere","Rakvere","59.3464","26.3558","Estonia","EE","EST","Lääne-Virumaa","admin","","1233049348" +"Pärnu","Parnu","58.3747","24.5136","Estonia","EE","EST","Pärnumaa","admin","44192","1233955054" +"Paide","Paide","58.8856","25.5572","Estonia","EE","EST","Järvamaa","admin","","1233393684" +"Jõgeva","Jogeva","58.7467","26.3939","Estonia","EE","EST","Jõgevamaa","admin","","1233192849" +"Põlva","Polva","58.0603","27.0694","Estonia","EE","EST","Põlvamaa","admin","","1233866730" +"Tartu","Tartu","58.3839","26.7099","Estonia","EE","EST","Tartumaa","admin","101092","1233809410" +"Rapla","Rapla","59.0072","24.7928","Estonia","EE","EST","Raplamaa","admin","","1233013333" +"Kuressaare","Kuressaare","58.2481","22.5039","Estonia","EE","EST","Saaremaa","admin","","1233341219" +"Jõhvi","Johvi","59.3592","27.4211","Estonia","EE","EST","Ida-Virumaa","admin","","1233731045" +"Võru","Voru","57.8339","27.0194","Estonia","EE","EST","Võrumaa","admin","","1233754374" +"Haapsalu","Haapsalu","58.9431","23.5414","Estonia","EE","EST","Läänemaa","admin","11805","1233967642" +"Kohtla-Järve","Kohtla-Jarve","59.4000","27.2833","Estonia","EE","EST","Ida-Virumaa","minor","46060","1233016348" +"Narva","Narva","59.3776","28.1603","Estonia","EE","EST","Ida-Virumaa","minor","66980","1233751159" +"Berenice","Berenice","23.9460","35.4842","Egypt","EG","EGY","Al Baḩr al Aḩmar","","10","1818107956" +"Beni Mazar","Beni Mazar","28.4904","30.8100","Egypt","EG","EGY","Al Minyā","","79553","1818729843" +"Samalut","Samalut","28.3004","30.7100","Egypt","EG","EGY","Al Minyā","","152097","1818180512" +"El Mansura","El Mansura","31.0504","31.3800","Egypt","EG","EGY","Ad Daqahlīyah","admin","600000","1818255319" +"Mallawi","Mallawi","27.7304","30.8400","Egypt","EG","EGY","Al Minyā","","217365","1818284236" +"El Minya","El Minya","28.0900","30.7500","Egypt","EG","EGY","Al Minyā","admin","500000","1818607968" +"Siwa","Siwa","29.2000","25.5167","Egypt","EG","EGY","Maţrūḩ","","23080","1818755237" +"Matruh","Matruh","31.3504","27.2300","Egypt","EG","EGY","Maţrūḩ","admin","103470","1818661611" +"Qena","Qena","26.1505","32.7200","Egypt","EG","EGY","Qinā","admin","302027","1818868450" +"Salum","Salum","31.5670","25.1500","Egypt","EG","EGY","Maţrūḩ","","7330","1818639105" +"El Daba","El Daba","31.0338","28.4333","Egypt","EG","EGY","Maţrūḩ","","14212","1818525598" +"El Faiyum","El Faiyum","29.3100","30.8400","Egypt","EG","EGY","Al Fayyūm","admin","316772","1818281002" +"Asyut","Asyut","27.1900","31.1799","Egypt","EG","EGY","Asyūţ","admin","420585","1818456592" +"Bur Safaga","Bur Safaga","26.7337","33.9333","Egypt","EG","EGY","Al Baḩr al Aḩmar","","32944","1818038126" +"El Alamein","El Alamein","30.8171","28.9500","Egypt","EG","EGY","Maţrūḩ","","7400","1818237095" +"Kom Ombo","Kom Ombo","24.4700","32.9500","Egypt","EG","EGY","Aswān","","303962","1818527731" +"El Giza","El Giza","30.0100","31.1900","Egypt","EG","EGY","Al Jīzah","admin","2681863","1818925479" +"Isna","Isna","25.2904","32.5499","Egypt","EG","EGY","Qinā","","100000","1818782058" +"El Kharga","El Kharga","25.4400","30.5500","Egypt","EG","EGY","Al Wādī al Jadīd","admin","49991","1818872500" +"Qasr Farafra","Qasr Farafra","27.0671","27.9666","Egypt","EG","EGY","Al Wādī al Jadīd","","5000","1818000020" +"Girga","Girga","26.3304","31.8800","Egypt","EG","EGY","Sūhāj","","128250","1818327836" +"El Qasr","El Qasr","25.7004","28.8833","Egypt","EG","EGY","Al Wādī al Jadīd","","1716","1818618401" +"Hurghada","Hurghada","27.2300","33.8300","Egypt","EG","EGY","Al Baḩr al Aḩmar","admin","157204","1818666245" +"Sohag","Sohag","26.5504","31.7000","Egypt","EG","EGY","Sūhāj","admin","600000","1818460403" +"El Tur","El Tur","28.2394","33.6148","Egypt","EG","EGY","Janūb Sīnā’","admin","27628","1818306172" +"Bur Said","Bur Said","31.2600","32.2900","Egypt","EG","EGY","Būr Sa‘īd","admin","623864","1818628574" +"Tanta","Tanta","30.7904","31.0000","Egypt","EG","EGY","Al Gharbīyah","admin","404901","1818501770" +"Ismaïlia","Ismailia","30.5903","32.2600","Egypt","EG","EGY","Al Ismā‘īlīyah","admin","656135","1818532766" +"Suez","Suez","30.0050","32.5499","Egypt","EG","EGY","As Suways","admin","508335","1818495972" +"Beni Suef","Beni Suef","29.0804","31.0900","Egypt","EG","EGY","Banī Suwayf","admin","489450","1818902849" +"Aswan","Aswan","24.0875","32.8989","Egypt","EG","EGY","Aswān","admin","313442","1818262512" +"Cairo","Cairo","30.0500","31.2500","Egypt","EG","EGY","Al Qāhirah","primary","11893000","1818253931" +"Dumyat","Dumyat","31.4204","31.8200","Egypt","EG","EGY","Dumyāţ","admin","299459","1818333966" +"Zagazig","Zagazig","30.5833","31.5167","Egypt","EG","EGY","Ash Sharqīyah","admin","285097","1818017750" +"Alexandria","Alexandria","31.2000","29.9500","Egypt","EG","EGY","Al Iskandarīyah","admin","4165000","1818695837" +"Shibin el Kom","Shibin el Kom","30.5920","30.9000","Egypt","EG","EGY","Al Minūfīyah","admin","182900","1818787044" +"El Arish","El Arish","31.1249","33.8006","Egypt","EG","EGY","Shamāl Sīnā’","admin","178651","1818291145" +"Damanhûr","Damanhur","31.0504","30.4700","Egypt","EG","EGY","Al Buḩayrah","admin","500000","1818708838" +"Luxor","Luxor","25.7000","32.6500","Egypt","EG","EGY","Al Uqşur","admin","609248","1818948225" +"Rashid","Rashid","31.4604","30.3900","Egypt","EG","EGY","Al Buḩayrah","","199509","1818868679" +"Kafr el Sheikh","Kafr el Sheikh","31.1090","30.9360","Egypt","EG","EGY","Kafr ash Shaykh","admin","143970","1818743040" +"Benha","Benha","30.4667","31.1833","Egypt","EG","EGY","Al Qalyūbīyah","admin","167029","1818596265" +"Tessenei","Tessenei","15.1104","36.6575","Eritrea","ER","ERI","Gash Barka","","15255","1232609825" +"Mendefera","Mendefera","14.8860","38.8163","Eritrea","ER","ERI","Debub","admin","257390","1232751882" +"Assab","Assab","13.0100","42.7300","Eritrea","ER","ERI","Debubawī K’eyih Bahrī","admin","105496","1232396238" +"Agordat","Agordat","15.5490","37.8867","Eritrea","ER","ERI","Gash Barka","","28600","1232800240" +"Barentu","Barentu","15.1058","37.5907","Eritrea","ER","ERI","Gash Barka","admin","","1232695352" +"Massawa","Massawa","15.6101","39.4500","Eritrea","ER","ERI","Semēnawī K’eyih Bahrī","admin","142564","1232344222" +"Asmara","Asmara","15.3333","38.9333","Eritrea","ER","ERI","Ma’ākel","primary","620802","1232791236" +"Keren","Keren","15.6804","38.4500","Eritrea","ER","ERI","Ānseba","admin","150000","1232693598" +"Vitoria","Vitoria","42.8500","-2.6700","Spain","ES","ESP","Basque Country","admin","224578","1724975338" +"Santander","Santander","43.3805","-3.8000","Spain","ES","ESP","Cantabria","admin","208763","1724247413" +"Logroño","Logrono","42.4704","-2.4300","Spain","ES","ESP","La Rioja","admin","143698","1724721513" +"Barcelona","Barcelona","41.3833","2.1834","Spain","ES","ESP","Catalonia","admin","4920000","1724594040" +"Mataró","Mataro","41.5400","2.4500","Spain","ES","ESP","Catalonia","","183293","1724901780" +"Oviedo","Oviedo","43.3505","-5.8300","Spain","ES","ESP","Asturias","admin","235651","1724090743" +"Arrecife","Arrecife","28.9690","-13.5378","Spain","ES","ESP","Canary Islands","","52944","1724630905" +"Las Palmas","Las Palmas","28.1000","-15.4300","Spain","ES","ESP","Canary Islands","admin","378495","1724501748" +"Toledo","Toledo","39.8670","-4.0167","Spain","ES","ESP","Castille-La Mancha","admin","74632","1724171411" +"Lorca","Lorca","37.6886","-1.6985","Spain","ES","ESP","Murcia","","86119","1724565149" +"Zaragoza","Zaragoza","41.6500","-0.8900","Spain","ES","ESP","Aragon","admin","649404","1724907391" +"Murcia","Murcia","37.9800","-1.1300","Spain","ES","ESP","Murcia","admin","406807","1724107739" +"Gijón","Gijon","43.5300","-5.6700","Spain","ES","ESP","Asturias","","335972","1724170659" +"Linares","Linares","38.0833","-3.6334","Spain","ES","ESP","Andalusia","","59761","1724047784" +"Cartagena","Cartagena","37.6004","-0.9800","Spain","ES","ESP","Murcia","","201274","1724143241" +"Vigo","Vigo","42.2200","-8.7300","Spain","ES","ESP","Galicia","","378952","1724045676" +"Valladolid","Valladolid","41.6500","-4.7500","Spain","ES","ESP","Castille-Leon","admin","322304","1724133771" +"Santiago de Compostela","Santiago de Compostela","42.8829","-8.5411","Spain","ES","ESP","Galicia","admin","92430","1724547778" +"Mérida","Merida","38.9120","-6.3380","Spain","ES","ESP","Extremadura","admin","52423","1724941889" +"Algeciras","Algeciras","36.1267","-5.4665","Spain","ES","ESP","Andalusia","","111027","1724355681" +"Marbella","Marbella","36.5166","-4.8833","Spain","ES","ESP","Andalusia","","186131","1724685705" +"Almería","Almeria","36.8303","-2.4300","Spain","ES","ESP","Andalusia","minor","179405","1724745640" +"Córdoba","Cordoba","37.8800","-4.7700","Spain","ES","ESP","Andalusia","minor","321376","1724706440" +"Granada‎","Granada","37.1650","-3.5850","Spain","ES","ESP","Andalusia","minor","388290","1724929320" +"Jaén","Jaen","37.7704","-3.8000","Spain","ES","ESP","Andalusia","minor","116400","1724699771" +"Málaga","Malaga","36.7204","-4.4200","Spain","ES","ESP","Andalusia","minor","550058","1724397372" +"Albacete","Albacete","39.0003","-1.8700","Spain","ES","ESP","Castille-La Mancha","minor","158094","1724000069" +"Guadalajara","Guadalajara","40.6337","-3.1666","Spain","ES","ESP","Castille-La Mancha","minor","72850","1724317859" +"Burgos","Burgos","42.3504","-3.6800","Spain","ES","ESP","Castille-Leon","minor","170183","1724993285" +"León","Leon","42.5800","-5.5700","Spain","ES","ESP","Castille-Leon","minor","136227","1724907542" +"Salamanca","Salamanca","40.9704","-5.6700","Spain","ES","ESP","Castille-Leon","minor","162353","1724960825" +"Huelva","Huelva","37.2504","-6.9299","Spain","ES","ESP","Andalusia","minor","144174","1724420824" +"Cádiz","Cadiz","36.5350","-6.2250","Spain","ES","ESP","Andalusia","minor","283157","1724502822" +"Ceuta","Ceuta","35.8890","-5.3070","Spain","ES","ESP","Ceuta","","78674","1724324416" +"Melilla","Melilla","35.3000","-2.9500","Spain","ES","ESP","Melilla","","141308","1724144891" +"Tarragona","Tarragona","41.1204","1.2500","Spain","ES","ESP","Catalonia","minor","126291","1724296961" +"Badajoz","Badajoz","38.8804","-6.9700","Spain","ES","ESP","Extremadura","minor","140133","1724759742" +"La Coruña","La Coruna","43.3300","-8.4200","Spain","ES","ESP","Galicia","minor","370610","1724417375" +"Ourense","Ourense","42.3300","-7.8700","Spain","ES","ESP","Galicia","minor","118107","1724571895" +"Bilbao","Bilbao","43.2500","-2.9300","Spain","ES","ESP","Basque Country","minor","875552","1724331267" +"Santa Cruz de Tenerife","Santa Cruz de Tenerife","28.4700","-16.2500","Spain","ES","ESP","Canary Islands","admin","336061","1724813158" +"Seville","Seville","37.4050","-5.9800","Spain","ES","ESP","Andalusia","admin","1212045","1724991838" +"Pamplona","Pamplona","42.8200","-1.6500","Spain","ES","ESP","Navarre","admin","274545","1724483329" +"Palma","Palma","39.5743","2.6542","Spain","ES","ESP","Balearic Islands","admin","375773","1724728111" +"Valencia","Valencia","39.4850","-0.4000","Spain","ES","ESP","Valencia","admin","808000","1724981666" +"Madrid","Madrid","40.4000","-3.6834","Spain","ES","ESP","Madrid","primary","5567000","1724616994" +"San Sebastián","San Sebastian","43.3204","-1.9800","Spain","ES","ESP","Basque Country","minor","357468","1724910555" +"Alicante","Alicante","38.3512","-0.4836","Spain","ES","ESP","Valencia","minor","315863","1724923163" +"Castello","Castello","39.9704","-0.0500","Spain","ES","ESP","Valencia","minor","180610","1724579885" +"Adigrat","Adigrat","14.2804","39.4700","Ethiopia","ET","ETH","Tigray","","104021","1231492773" +"Aksum","Aksum","14.1304","38.7200","Ethiopia","ET","ETH","Tigray","","47487","1231573651" +"Gondar","Gonder","12.6100","37.4600","Ethiopia","ET","ETH","Āmara","","156230","1231234833" +"Nazret","Nazret","8.5500","39.2700","Ethiopia","ET","ETH","Oromīya","","476892","1231826873" +"Sodo","Sodo","6.9000","37.7500","Ethiopia","ET","ETH","YeDebub Bihēroch Bihēreseboch na Hizboch","","65737","1231130720" +"Asela","Asela","7.9504","39.1399","Ethiopia","ET","ETH","Oromīya","","82240","1231347519" +"Dila","Dila","6.4104","38.3100","Ethiopia","ET","ETH","YeDebub Bihēroch Bihēreseboch na Hizboch","","47021","1231393325" +"Nagele","Nagele","5.3166","39.5833","Ethiopia","ET","ETH","Oromīya","","11772","1231215294" +"Dembi Dolo","Dembi Dolo","8.5337","34.8000","Ethiopia","ET","ETH","Oromīya","","27780","1231620291" +"Dese","Dese","11.1300","39.6300","Ethiopia","ET","ETH","Āmara","","183802","1231359719" +"Bahir Dar","Bahir Dar","11.6001","37.3833","Ethiopia","ET","ETH","Āmara","admin","206748","1231784118" +"Hagere Hiywet","Hagere Hiywet","8.9804","37.8500","Ethiopia","ET","ETH","Oromīya","","43920","1231809487" +"Gode","Gode","5.9500","43.4500","Ethiopia","ET","ETH","Sumalē","","75000","1231128743" +"Giyon","Giyon","8.5304","37.9700","Ethiopia","ET","ETH","Oromīya","","114534","1231961383" +"Shashemene","Shashemene","7.2004","38.5900","Ethiopia","ET","ETH","Oromīya","","114350","1231110370" +"Hosaina","Hosaina","7.5504","37.8500","Ethiopia","ET","ETH","YeDebub Bihēroch Bihēreseboch na Hizboch","","89300","1231400775" +"Nekemte","Nekemte","9.0905","36.5300","Ethiopia","ET","ETH","Oromīya","","73018","1231437227" +"Yirga Alem","Yirga Alem","6.7504","38.4100","Ethiopia","ET","ETH","YeDebub Bihēroch Bihēreseboch na Hizboch","","36292","1231817240" +"Gore","Gore","8.1490","35.5370","Ethiopia","ET","ETH","Oromīya","","9352","1231481918" +"Gimbi","Gimbi","9.1670","35.8333","Ethiopia","ET","ETH","Oromīya","","31809","1231550284" +"Jima","Jima","7.6800","36.8300","Ethiopia","ET","ETH","Oromīya","","128306","1231214366" +"Debre Markos","Debre Markos","10.3400","37.7200","Ethiopia","ET","ETH","Āmara","","70758","1231943444" +"Dolo Bay","Dolo Bay","4.1833","42.0833","Ethiopia","ET","ETH","Sumalē","","11810","1231539120" +"Arba Minch","Arba Minch","6.0400","37.5500","Ethiopia","ET","ETH","YeDebub Bihēroch Bihēreseboch na Hizboch","","69622","1231302134" +"Awasa","Awasa","7.0600","38.4770","Ethiopia","ET","ETH","YeDebub Bihēroch Bihēreseboch na Hizboch","admin","133097","1231663122" +"Asosa","Asosa","10.0670","34.5333","Ethiopia","ET","ETH","Bīnshangul Gumuz","admin","30512","1231491184" +"Gambēla","Gambela","8.2500","34.5833","Ethiopia","ET","ETH","Gambēla Hizboch","admin","","1231698892" +"Jijiga","Jijiga","9.3504","42.7900","Ethiopia","ET","ETH","Sumalē","admin","56821","1231737909" +"Goba","Goba","7.0100","39.9700","Ethiopia","ET","ETH","Oromīya","","34369","1231837780" +"Addis Ababa","Addis Ababa","9.0333","38.7000","Ethiopia","ET","ETH","Ādīs Ābeba","primary","3100000","1231824991" +"Bati","Bati","11.1837","40.0166","Ethiopia","ET","ETH","Āmara","","19260","1231243570" +"Dire Dawa","Dire Dawa","9.5900","41.8600","Ethiopia","ET","ETH","Dirē Dawa","admin","252279","1231089714" +"Mekele","Mekele","13.5000","39.4700","Ethiopia","ET","ETH","Tigray","admin","95856","1231468531" +"Debre Birhan","Debre Birhan","9.6804","39.5300","Ethiopia","ET","ETH","Āmara","","65231","1231777741" +"Harar","Harar","9.3200","42.1500","Ethiopia","ET","ETH","Hārerī Hizb","admin","174994","1231785978" +"Semera","Semera","11.7956","41.0086","Ethiopia","ET","ETH","Āfar","admin","","1231617820" +"Pori","Pori","61.4789","21.7749","Finland","FI","FIN","Satakunta","admin","76772","1246259412" +"Kuopio","Kuopio","62.8943","27.6949","Finland","FI","FIN","Pohjois-Savo","admin","91900","1246334067" +"Jyväskylä","Jyvaskyla","62.2603","25.7500","Finland","FI","FIN","Keski-Suomi","admin","98136","1246938345" +"Rovaniemi","Rovaniemi","66.5000","25.7159","Finland","FI","FIN","Lappi","admin","34781","1246718173" +"Lahti","Lahti","60.9939","25.6649","Finland","FI","FIN","Päijät-Häme","admin","98826","1246538847" +"Mikkeli","Mikkeli","61.6900","27.2850","Finland","FI","FIN","Etelä-Savo","admin","46550","1246875185" +"Oulu","Oulu","65.0000","25.4700","Finland","FI","FIN","Pohjois-Pohjanmaa","admin","136752","1246093273" +"Hämeenlinna","Hameenlinna","60.9970","24.4720","Finland","FI","FIN","Kanta-Häme","admin","47261","1246026891" +"Seinäjoki","Seinajoki","62.8000","22.8333","Finland","FI","FIN","Etelä-Pohjanmaa","admin","","1246118146" +"Tampere","Tampere","61.5000","23.7500","Finland","FI","FIN","Pirkanmaa","admin","259279","1246964318" +"Kajaani","Kajaani","64.2333","27.6833","Finland","FI","FIN","Kainuu","admin","","1246377765" +"Lappeenranta","Lappeenranta","61.0671","28.1833","Finland","FI","FIN","Etelä-Karjala","admin","59276","1246492910" +"Joensuu","Joensuu","62.6000","29.7666","Finland","FI","FIN","Pohjois-Karjala","admin","53388","1246489056" +"Kouvola","Kouvola","60.8760","26.7090","Finland","FI","FIN","Kymenlaakso","admin","31133","1246167296" +"Helsinki","Helsinki","60.1756","24.9341","Finland","FI","FIN","Uusimaa","primary","1115000","1246177997" +"Kemi","Kemi","65.7333","24.5817","Finland","FI","FIN","Lappi","minor","22641","1246411843" +"Mariehamn","Mariehamn","60.1000","19.9500","Finland","FI","FIN","Åland","admin","","1246614476" +"Porvoo","Porvoo","60.4004","25.6660","Finland","FI","FIN","Uusimaa","minor","12242","1246277728" +"Turku","Turku","60.4539","22.2550","Finland","FI","FIN","Varsinais-Suomi","admin","175945","1246456609" +"Sodankylä","Sodankyla","67.4171","26.6000","Finland","FI","FIN","Lappi","minor","8942","1246413171" +"Kemijärvi","Kemijarvi","66.6667","27.4167","Finland","FI","FIN","Lappi","minor","8883","1246358285" +"Kokkola","Kokkola","63.8333","23.1167","Finland","FI","FIN","Keski-Pohjanmaa","admin","46714","1246041998" +"Vaasa","Vaasa","63.1000","21.6000","Finland","FI","FIN","Pohjanmaa","admin","57014","1246734710" +"Savonlinna","Savonlinna","61.8666","28.8833","Finland","FI","FIN","Etelä-Savo","minor","27353","1246948647" +"Lautoka","Lautoka","-17.6161","177.4666","Fiji","FJ","FJI","Ba","","55894","1242457077" +"Nandi","Nandi","-17.7996","177.4166","Fiji","FJ","FJI","Ba","","42284","1242357822" +"Suva","Suva","-18.1330","178.4417","Fiji","FJ","FJI","Rewa","primary","175399","1242615095" +"Labasa","Labasa","-16.4166","179.3833","Fiji","FJ","FJI","Macuata","","24187","1242740801" +"Stanley","Stanley","-51.7000","-57.8500","Falkland Islands (Islas Malvinas)","FK","FLK","","primary","2213","1238780509" +"Kolonia","Kolonia","6.9639","158.2083","Micronesia, Federated States Of","FM","FSM","Pohnpei","admin","","1583881416" +"Colonia","Colonia","9.5144","138.1292","Micronesia, Federated States Of","FM","FSM","Yap","admin","","1583511563" +"Palikir","Palikir","6.9166","158.1500","Micronesia, Federated States Of","FM","FSM","Pohnpei","primary","4645","1583008885" +"Weno","Weno","7.4458","151.8500","Micronesia, Federated States Of","FM","FSM","Chuuk","admin","","1583964118" +"Tofol","Tofol","5.3261","163.0083","Micronesia, Federated States Of","FM","FSM","Kosrae","admin","","1583000000" +"Porkeri","Porkeri","61.4814","-6.7450","Faroe Islands","FO","FRO","","admin","","1234757268" +"Saltangará","Saltangara","62.1156","-6.7206","Faroe Islands","FO","FRO","","admin","","1234473077" +"Sandavágur","Sandavagur","62.0537","-7.1498","Faroe Islands","FO","FRO","","admin","","1234210554" +"Sandur","Sandur","61.8344","-6.8171","Faroe Islands","FO","FRO","","admin","","1234438421" +"Skálavík","Skalavik","61.8314","-6.6623","Faroe Islands","FO","FRO","","admin","","1234815917" +"Skopun","Skopun","61.9028","-6.8823","Faroe Islands","FO","FRO","","admin","","1234929032" +"Skúvoy","Skuvoy","61.7710","-6.8050","Faroe Islands","FO","FRO","","admin","","1234962897" +"Sumba","Sumba","61.4055","-6.7090","Faroe Islands","FO","FRO","","admin","","1234926212" +"Kirkja","Kirkja","62.3263","-6.3238","Faroe Islands","FO","FRO","","admin","","1234508245" +"Oyrarbakki","Oyrarbakki","62.2079","-6.9997","Faroe Islands","FO","FRO","","admin","","1234924029" +"Hvalba","Hvalba","61.6024","-6.9606","Faroe Islands","FO","FRO","","admin","","1234381324" +"Hvannasund","Hvannasund","62.2962","-6.5204","Faroe Islands","FO","FRO","","admin","","1234436400" +"Eiði","Eidhi","62.2995","-7.0924","Faroe Islands","FO","FRO","","admin","","1234150922" +"Fámjin","Famjin","61.5248","-6.8794","Faroe Islands","FO","FRO","","admin","","1234221310" +"Fuglafjørður","Fuglafjordhur","62.2448","-6.8150","Faroe Islands","FO","FRO","","admin","","1234308038" +"Hov","Hov","61.5068","-6.7599","Faroe Islands","FO","FRO","","admin","","1234279154" +"Kunoy","Kunoy","62.2917","-6.6702","Faroe Islands","FO","FRO","","admin","","1234932703" +"Kvívík","Kvivik","62.1186","-7.0737","Faroe Islands","FO","FRO","","admin","","1234955585" +"Norðragøta","Nordhragota","62.1990","-6.7432","Faroe Islands","FO","FRO","","admin","","1234729250" +"Klaksvík","Klaksvik","62.2375","-6.5390","Faroe Islands","FO","FRO","","admin","4664","1234149995" +"Húsavík","Husavik","61.8099","-6.6813","Faroe Islands","FO","FRO","","admin","","1234224518" +"Tórshavn","Torshavn","62.0300","-6.8200","Faroe Islands","FO","FRO","","primary","14398","1234904517" +"Toftir","Toftir","62.0978","-6.7369","Faroe Islands","FO","FRO","","admin","","1234200740" +"Sørvágur","Sorvagur","62.0717","-7.3066","Faroe Islands","FO","FRO","","admin","","1234081530" +"Strendur","Strendur","62.1096","-6.7617","Faroe Islands","FO","FRO","","admin","","1234814533" +"Tvøroyri","Tvoroyri","61.5544","-6.8063","Faroe Islands","FO","FRO","","admin","","1234871801" +"Vágur","Vagur","61.4733","-6.8175","Faroe Islands","FO","FRO","","admin","","1234642477" +"Vestmanna","Vestmanna","62.1548","-7.1690","Faroe Islands","FO","FRO","","admin","","1234694837" +"Viðareiði","Vidhareidhi","62.3600","-6.5313","Faroe Islands","FO","FRO","","admin","","1234512915" +"Lorient","Lorient","47.7504","-3.3666","France","FR","FRA","Bretagne","","84952","1250615711" +"Brest","Brest","48.3904","-4.4950","France","FR","FRA","Bretagne","","144899","1250882453" +"Aix-en-Provence","Aix-en-Provence","43.5200","5.4500","France","FR","FRA","Provence-Alpes-Côte d’Azur","","146821","1250001687" +"Ajaccio","Ajaccio","41.9271","8.7283","France","FR","FRA","Corsica","admin","54364","1250622666" +"Marseille","Marseille","43.2900","5.3750","France","FR","FRA","Provence-Alpes-Côte d’Azur","admin","1400000","1250774071" +"Rennes","Rennes","48.1000","-1.6700","France","FR","FRA","Bretagne","admin","209375","1250363682" +"Nantes","Nantes","47.2104","-1.5900","France","FR","FRA","Pays de la Loire","admin","438537","1250091495" +"Orléans","Orleans","47.9004","1.9000","France","FR","FRA","Centre-Val de Loire","admin","217301","1250441405" +"Paris","Paris","48.8667","2.3333","France","FR","FRA","Île-de-France","primary","9904000","1250015082" +"Clermont-Ferrand","Clermont-Ferrand","45.7800","3.0800","France","FR","FRA","Auvergne-Rhône-Alpes","minor","233050","1250135509" +"Montpellier","Montpellier","43.6104","3.8700","France","FR","FRA","Occitanie","minor","327254","1250819356" +"Poitier","Poitier","46.5833","0.3333","France","FR","FRA","Nouvelle-Aquitaine","minor","85960","1250812174" +"Bordeaux","Bordeaux","44.8500","-0.5950","France","FR","FRA","Nouvelle-Aquitaine","admin","803000","1250449238" +"Limoges","Limoges","45.8300","1.2500","France","FR","FRA","Nouvelle-Aquitaine","minor","152199","1250736774" +"Dijon","Dijon","47.3304","5.0300","France","FR","FRA","Bourgogne-Franche-Comté","admin","169946","1250505606" +"Lille","Lille","50.6500","3.0800","France","FR","FRA","Hauts-de-France","admin","1044000","1250071961" +"Lyon","Lyon","45.7700","4.8300","France","FR","FRA","Auvergne-Rhône-Alpes","admin","1423000","1250196189" +"Toulouse","Toulouse","43.6200","1.4499","France","FR","FRA","Occitanie","admin","847000","1250258110" +"Rouen","Rouen","49.4304","1.0800","France","FR","FRA","Normandie","admin","532559","1250372069" +"Amiens","Amiens","49.9004","2.3000","France","FR","FRA","Hauts-de-France","minor","143086","1250794759" +"Besançon","Besancon","47.2300","6.0300","France","FR","FRA","Bourgogne-Franche-Comté","minor","128426","1250182013" +"Caen","Caen","49.1838","-0.3500","France","FR","FRA","Normandie","minor","190099","1250001272" +"Vichy","Vichy","46.1171","3.4167","France","FR","FRA","Auvergne-Rhône-Alpes","","43158","1250084403" +"Biarritz","Biarritz","43.4733","-1.5616","France","FR","FRA","Nouvelle-Aquitaine","","145348","1250324713" +"Cherbourg","Cherbourg","49.6504","-1.6500","France","FR","FRA","Normandie","","60991","1250026751" +"Reims","Reims","49.2504","4.0300","France","FR","FRA","Grand Est","","196565","1250608730" +"Calais","Calais","50.9504","1.8333","France","FR","FRA","Hauts-de-France","","92201","1250081128" +"Roanne","Roanne","46.0333","4.0667","France","FR","FRA","Auvergne-Rhône-Alpes","","73315","1250674978" +"Dieppe","Dieppe","49.9337","1.0833","France","FR","FRA","Normandie","","42461","1250006284" +"Le Havre","Le Havre","49.5050","0.1050","France","FR","FRA","Normandie","","242124","1250775297" +"Brive","Brive","45.1504","1.5333","France","FR","FRA","Nouvelle-Aquitaine","","55448","1250549859" +"Béziers","Beziers","43.3505","3.2100","France","FR","FRA","Occitanie","","81438","1250666824" +"St.-Brieuc","St.-Brieuc","48.5167","-2.7833","France","FR","FRA","Bretagne","minor","53223","1250574796" +"Angers","Angers","47.4800","-0.5300","France","FR","FRA","Pays de la Loire","minor","188380","1250962174" +"Le Mans","Le Mans","48.0004","0.1000","France","FR","FRA","Pays de la Loire","minor","144515","1250829671" +"Arras","Arras","50.2833","2.7833","France","FR","FRA","Hauts-de-France","minor","64165","1250447540" +"Troyes","Troyes","48.3404","4.0834","France","FR","FRA","Grand Est","minor","61703","1250800856" +"Nevers","Nevers","46.9837","3.1667","France","FR","FRA","Bourgogne-Franche-Comté","minor","45929","1250147982" +"Auxerre","Auxerre","47.8004","3.5666","France","FR","FRA","Bourgogne-Franche-Comté","minor","41516","1250482884" +"Tours","Tours","47.3804","0.6999","France","FR","FRA","Centre-Val de Loire","minor","236096","1250635972" +"Bourges","Bourges","47.0837","2.4000","France","FR","FRA","Centre-Val de Loire","minor","72340","1250043242" +"Versailles","Versailles","48.8005","2.1333","France","FR","FRA","Île-de-France","minor","85416","1250143827" +"Melun","Melun","48.5333","2.6666","France","FR","FRA","Île-de-France","minor","249432","1250913458" +"La Rochelle","La Rochelle","46.1667","-1.1500","France","FR","FRA","Nouvelle-Aquitaine","minor","76997","1250623782" +"Agen","Agen","44.2004","0.6333","France","FR","FRA","Nouvelle-Aquitaine","minor","58223","1250059626" +"Annecy","Annecy","45.9000","6.1167","France","FR","FRA","Auvergne-Rhône-Alpes","minor","105749","1250551848" +"Grenoble","Grenoble","45.1804","5.7200","France","FR","FRA","Auvergne-Rhône-Alpes","minor","388574","1250071647" +"Saint-Étienne","Saint-Etienne","45.4304","4.3800","France","FR","FRA","Auvergne-Rhône-Alpes","minor","265684","1250000540" +"Toulon","Toulon","43.1342","5.9188","France","FR","FRA","Provence-Alpes-Côte d’Azur","minor","357693","1250541629" +"Nice","Nice","43.7150","7.2650","France","FR","FRA","Provence-Alpes-Côte d’Azur","minor","927000","1250774553" +"Tarbes","Tarbes","43.2333","0.0833","France","FR","FRA","Occitanie","minor","54854","1250001722" +"Perpignan","Perpignan","42.7000","2.9000","France","FR","FRA","Occitanie","minor","146620","1250102680" +"Nîmes","Nimes","43.8304","4.3500","France","FR","FRA","Occitanie","minor","169547","1250417467" +"Strasbourg","Strasbourg","48.5800","7.7500","France","FR","FRA","Grand Est","admin","439972","1250789140" +"Metz","Metz","49.1203","6.1800","France","FR","FRA","Grand Est","minor","409186","1250778717" +"Mulhouse","Mulhouse","47.7504","7.3500","France","FR","FRA","Grand Est","","215454","1250218452" +"Nancy","Nancy","48.6837","6.2000","France","FR","FRA","Grand Est","minor","268976","1250925250" +"Bastia","Bastia","42.7032","9.4500","France","FR","FRA","Corsica","","41001","1250664815" +"Tchibanga","Tchibanga","-2.8570","11.0270","Gabon","GA","GAB","Nyanga","admin","19365","1266060335" +"Gamba","Gamba","-2.6500","10.0000","Gabon","GA","GAB","Ogooué-Maritime","","9928","1266236988" +"Libreville","Libreville","0.3854","9.4580","Gabon","GA","GAB","Estuaire","primary","578156","1266952885" +"Omboué","Omboue","-1.5662","9.2500","Gabon","GA","GAB","Ogooué-Maritime","","1667","1266708175" +"Ndende","Ndende","-2.3829","11.3833","Gabon","GA","GAB","Ngounié","","6200","1266578957" +"Mayumba","Mayumba","-3.4166","10.6500","Gabon","GA","GAB","Nyanga","","3996","1266317571" +"Moanda","Moanda","-1.5655","13.2000","Gabon","GA","GAB","Haut-Ogooué","","30151","1266295581" +"Mouila","Mouila","-1.8662","11.0167","Gabon","GA","GAB","Ngounié","admin","28000","1266074474" +"Okandja","Okandja","-0.6829","13.7833","Gabon","GA","GAB","Haut-Ogooué","","7155","1266588926" +"Franceville","Franceville","-1.6333","13.5833","Gabon","GA","GAB","Haut-Ogooué","admin","42967","1266537692" +"Oyem","Oyem","1.6166","11.5833","Gabon","GA","GAB","Woleu-Ntem","admin","43423","1266867613" +"Makokou","Makokou","0.5671","12.8666","Gabon","GA","GAB","Ogooué-Ivindo","admin","17070","1266939354" +"Mitzik","Mitzik","0.7837","11.5666","Gabon","GA","GAB","Woleu-Ntem","","4111","1266866714" +"Bitam","Bitam","2.0837","11.4834","Gabon","GA","GAB","Woleu-Ntem","","17637","1266921836" +"Mékambo","Mekambo","1.0171","13.9333","Gabon","GA","GAB","Ogooué-Ivindo","","3170","1266553682" +"Koulamoutou","Koulamoutou","-1.1329","12.4833","Gabon","GA","GAB","Ogooué-Lolo","admin","16222","1266049565" +"Bifoum","Bifoum","-0.3329","10.3832","Gabon","GA","GAB","Moyen-Ogooué","","134","1266655418" +"Port-Gentil","Port-Gentil","-0.7200","8.7800","Gabon","GA","GAB","Ogooué-Maritime","admin","116836","1266383028" +"Lambaréné","Lambarene","-0.6996","10.2166","Gabon","GA","GAB","Moyen-Ogooué","admin","25310","1266875472" +"Warrington","Warrington","53.3833","-2.6000","United Kingdom","GB","GBR","Warrington","admin","","1826261547" +"Newbury","Newbury","51.4000","-1.3167","United Kingdom","GB","GBR","West Berkshire","admin","","1826103829" +"Swindon","Swindon","51.5167","-1.7833","United Kingdom","GB","GBR","Swindon","admin","","1826498106" +"Wick","Wick","58.4333","-3.0834","United Kingdom","GB","GBR","Highland","","7147","1826766399" +"Dudley","Dudley","52.5000","-2.0833","United Kingdom","GB","GBR","Dudley","admin","","1826052828" +"Oxford","Oxford","51.7704","-1.2500","United Kingdom","GB","GBR","Oxfordshire","admin","192796","1826689568" +"Hackney","Hackney","51.5500","-0.0500","United Kingdom","GB","GBR","Hackney","admin","","1826413202" +"Matlock","Matlock","53.1333","-1.5333","United Kingdom","GB","GBR","Derbyshire","admin","","1826168850" +"Lochgilphead","Lochgilphead","56.0333","-5.4167","United Kingdom","GB","GBR","Argyll and Bute","admin","","1826789416" +"Northallerton","Northallerton","54.3333","-1.4333","United Kingdom","GB","GBR","North Yorkshire","admin","","1826697671" +"Edinburgh","Edinburgh","55.9483","-3.2191","United Kingdom","GB","GBR","Edinburgh, City of","admin","504966","1826492520" +"Sunderland","Sunderland","54.9200","-1.3800","United Kingdom","GB","GBR","Sunderland","admin","452934","1826736387" +"Swansea","Swansea","51.6300","-3.9500","United Kingdom","GB","GBR","Swansea","admin","294339","1826574888" +"Wokingham","Wokingham","51.4167","-0.8333","United Kingdom","GB","GBR","Wokingham","admin","","1826878333" +"City of Westminster","City of Westminster","51.5000","-0.1167","United Kingdom","GB","GBR","Westminster","admin","","1826759011" +"Solihull","Solihull","52.4167","-1.7833","United Kingdom","GB","GBR","Solihull","admin","","1826720500" +"Rochdale","Rochdale","53.6167","-2.1500","United Kingdom","GB","GBR","Rochdale","admin","","1826578106" +"Nottingham","Nottingham","52.9703","-1.1700","United Kingdom","GB","GBR","Nottingham","admin","825600","1826122597" +"Winchester","Winchester","51.0167","-1.3167","United Kingdom","GB","GBR","Hampshire","admin","","1826967267" +"Wembley","Wembley","51.5500","-0.2833","United Kingdom","GB","GBR","Brent","admin","","1826635683" +"Motherwell","Motherwell","55.7833","-4.0000","United Kingdom","GB","GBR","North Lanarkshire","admin","","1826854355" +"Reading","Reading","51.4700","-0.9800","United Kingdom","GB","GBR","Reading","admin","369804","1826869043" +"Torquay","Torquay","50.4500","-3.5000","United Kingdom","GB","GBR","Torbay","admin","","1826982921" +"Thornbury","Thornbury","51.6089","-2.5203","United Kingdom","GB","GBR","South Gloucestershire","admin","","1826096107" +"Oldham","Oldham","53.5500","-2.1167","United Kingdom","GB","GBR","Oldham","admin","","1826716070" +"Elgin","Elgin","57.6500","-3.3333","United Kingdom","GB","GBR","Moray","admin","","1826386055" +"Wallsend","Wallsend","54.9914","-1.5597","United Kingdom","GB","GBR","North Tyneside","admin","","1826171317" +"Weston-super-Mare","Weston-super-Mare","51.3458","-2.9678","United Kingdom","GB","GBR","North Somerset","admin","","1826189795" +"Hounslow","Hounslow","51.4667","-0.3500","United Kingdom","GB","GBR","Hounslow","admin","","1826943293" +"Irvine","Irvine","55.6000","-4.6667","United Kingdom","GB","GBR","North Ayrshire","admin","","1826965925" +"Barnsley","Barnsley","53.5500","-1.4833","United Kingdom","GB","GBR","Barnsley","admin","","1826597621" +"Falkirk","Falkirk","56.0000","-3.7667","United Kingdom","GB","GBR","Falkirk","admin","","1826502864" +"Slough","Slough","51.5000","-0.5833","United Kingdom","GB","GBR","Slough","admin","","1826807636" +"Huddersfield","Huddersfield","53.6500","-1.7833","United Kingdom","GB","GBR","Kirklees","admin","","1826672445" +"Kingston upon Hull","Kingston upon Hull","53.7504","-0.3300","United Kingdom","GB","GBR","Kingston upon Hull, City of","admin","302296","1826028894" +"Romford","Romford","51.5833","0.2000","United Kingdom","GB","GBR","Havering","admin","","1826695421" +"Grays","Grays","51.4833","0.3333","United Kingdom","GB","GBR","Thurrock","admin","","1826003493" +"Hertford","Hertford","51.8000","-0.0667","United Kingdom","GB","GBR","Hertfordshire","admin","","1826912872" +"Coventry","Coventry","52.4204","-1.5000","United Kingdom","GB","GBR","Coventry","admin","388271","1826979198" +"Leicester","Leicester","52.6300","-1.1332","United Kingdom","GB","GBR","Leicester","admin","457983","1826431946" +"Beverley","Beverley","53.8333","-0.4167","United Kingdom","GB","GBR","East Riding of Yorkshire","admin","","1826700096" +"Stirling","Stirling","56.1167","-3.9500","United Kingdom","GB","GBR","Stirling","admin","","1826517007" +"Norwich","Norwich","52.6304","1.3000","United Kingdom","GB","GBR","Norfolk","admin","190756","1826688051" +"Darlington","Darlington","54.5333","-1.5667","United Kingdom","GB","GBR","Darlington","admin","","1826453946" +"Hereford","Hereford","52.0500","-2.7167","United Kingdom","GB","GBR","Herefordshire","admin","","1826996583" +"Grimsby","Grimsby","53.5333","-0.0500","United Kingdom","GB","GBR","North East Lincolnshire","admin","","1826700880" +"Bradford","Bradford","53.8000","-1.7500","United Kingdom","GB","GBR","Bradford","admin","501700","1826687116" +"Bracknell","Bracknell","51.4167","-0.7500","United Kingdom","GB","GBR","Bracknell Forest","admin","","1826880896" +"Morpeth","Morpeth","55.1667","-1.6833","United Kingdom","GB","GBR","Northumberland","admin","","1826000022" +"Gateshead","Gateshead","54.9450","-1.6175","United Kingdom","GB","GBR","Gateshead","admin","","1826635849" +"Wandsworth","Wandsworth","51.4500","-0.2000","United Kingdom","GB","GBR","Wandsworth","admin","","1826844924" +"South Shields","South Shields","54.9878","-1.4214","United Kingdom","GB","GBR","South Tyneside","admin","","1826396004" +"Sheffield","Sheffield","53.3667","-1.5000","United Kingdom","GB","GBR","Sheffield","admin","1292900","1826289852" +"Ystrad Mynach","Ystrad Mynach","51.6403","-3.2433","United Kingdom","GB","GBR","Caerphilly","admin","","1826498228" +"South Bank","South Bank","54.5667","-1.1500","United Kingdom","GB","GBR","Redcar and Cleveland","admin","","1826839813" +"Haddington","Haddington","55.9333","-2.7667","United Kingdom","GB","GBR","East Lothian","admin","","1826363081" +"Aberaeron","Aberaeron","52.2500","-4.2500","United Kingdom","GB","GBR","Ceredigion","admin","","1826410688" +"Lerwick","Lerwick","60.1500","-1.1500","United Kingdom","GB","GBR","Shetland Islands","admin","6594","1826896340" +"Cambridge","Cambridge","52.2004","0.1166","United Kingdom","GB","GBR","Cambridgeshire","admin","128488","1826229713" +"Glenrothes","Glenrothes","56.2000","-3.1833","United Kingdom","GB","GBR","Fife","admin","","1826270044" +"Pen-y-Bont ar Ogwr","Pen-y-Bont ar Ogwr","51.5058","-3.5772","United Kingdom","GB","GBR","Bridgend","admin","","1826587515" +"Barri","Barri","51.4067","-3.2694","United Kingdom","GB","GBR","Vale of Glamorgan, The","admin","","1826605492" +"Carlisle","Carlisle","54.8800","-2.9300","United Kingdom","GB","GBR","Cumbria","admin","72633","1826843688" +"Aylesbury","Aylesbury","51.8167","-0.8000","United Kingdom","GB","GBR","Buckinghamshire","admin","","1826391298" +"Lincoln","Lincoln","53.2333","-0.5333","United Kingdom","GB","GBR","Lincolnshire","admin","","1826312785" +"Bromley","Bromley","51.4000","0.0500","United Kingdom","GB","GBR","Bromley","admin","","1826385764" +"Kirkwall","Kirkwall","58.9670","-2.9500","United Kingdom","GB","GBR","Orkney Islands","admin","8500","1826208698" +"Blackpool","Blackpool","53.8304","-3.0500","United Kingdom","GB","GBR","Blackpool","admin","272792","1826093175" +"Croydon","Croydon","51.3833","-0.1000","United Kingdom","GB","GBR","Croydon","admin","","1826126675" +"Dorchester","Dorchester","50.7167","-2.4333","United Kingdom","GB","GBR","Dorset","admin","","1826909037" +"Hendon","Hendon","51.6000","-0.2167","United Kingdom","GB","GBR","Barnet","admin","","1826052476" +"Hammersmith","Hammersmith","51.5000","-0.2333","United Kingdom","GB","GBR","Hammersmith and Fulham","admin","","1826090130" +"Bournemouth","Bournemouth","50.7300","-1.9000","United Kingdom","GB","GBR","Bournemouth","admin","426945","1826769743" +"Fort William","Fort William","56.8165","-5.1121","United Kingdom","GB","GBR","Highland","","9652","1826742184" +"Dumfries","Dumfries","55.0671","-3.5500","United Kingdom","GB","GBR","Dumfries and Galloway","admin","31044","1826801547" +"Dumbarton","Dumbarton","55.9500","-4.5667","United Kingdom","GB","GBR","West Dunbartonshire","admin","","1826077098" +"Luton","Luton","51.8804","-0.4200","United Kingdom","GB","GBR","Luton","admin","235958","1826630574" +"Bristol","Bristol","51.4500","-2.5833","United Kingdom","GB","GBR","Bristol, City of","admin","553528","1826921049" +"Enfield","Enfield","51.6667","-0.0667","United Kingdom","GB","GBR","Enfield","admin","","1826362409" +"Camberwell","Camberwell","51.4736","-0.0916","United Kingdom","GB","GBR","Southwark","admin","","1826778761" +"Truro","Truro","50.2617","-5.0433","United Kingdom","GB","GBR","Cornwall","admin","","1826586304" +"Penzance","Penzance","50.1337","-5.5500","United Kingdom","GB","GBR","Cornwall","","20812","1826600240" +"Clydach Vale","Clydach Vale","51.6267","-3.4761","United Kingdom","GB","GBR","Rhondda Cynon Taff","admin","","1826644016" +"Telford","Telford","52.6333","-2.5000","United Kingdom","GB","GBR","Telford and Wrekin","admin","","1826968934" +"Stockton-on-Tees","Stockton-on-Tees","54.5833","-1.4167","United Kingdom","GB","GBR","Stockton-on-Tees","admin","","1826259802" +"Maidenhead","Maidenhead","51.5167","-0.7000","United Kingdom","GB","GBR","Windsor and Maidenhead","admin","","1826979451" +"Dalkeith","Dalkeith","55.8667","-3.0667","United Kingdom","GB","GBR","Midlothian","admin","","1826152382" +"Wood Green","Wood Green","51.6000","-0.1167","United Kingdom","GB","GBR","Haringey","admin","","1826902664" +"Pont-y-pŵl","Pont-y-pwl","51.7011","-3.0444","United Kingdom","GB","GBR","Torfaen","admin","","1826931206" +"Perth","Perth","56.4003","-3.4700","United Kingdom","GB","GBR","Perth and Kinross","admin","39654","1826081674" +"Milton Keynes","Milton Keynes","52.0333","-0.7000","United Kingdom","GB","GBR","Milton Keynes","admin","","1826291745" +"Hartlepool","Hartlepool","54.6861","-1.2125","United Kingdom","GB","GBR","Hartlepool","admin","","1826069842" +"Harrow","Harrow","51.5833","-0.3167","United Kingdom","GB","GBR","Harrow","admin","","1826648099" +"Oldbury","Oldbury","52.5000","-2.0167","United Kingdom","GB","GBR","Sandwell","admin","","1826772887" +"Ashton-under-Lyne","Ashton-under-Lyne","53.5000","-2.1000","United Kingdom","GB","GBR","Tameside","admin","","1826027715" +"Wakefield","Wakefield","53.7000","-1.4833","United Kingdom","GB","GBR","Wakefield","admin","","1826013112" +"Trowbridge","Trowbridge","51.3189","-2.2086","United Kingdom","GB","GBR","Wiltshire","admin","","1826965204" +"Maidstone","Maidstone","51.2667","0.5167","United Kingdom","GB","GBR","Kent","admin","","1826000009" +"Poole","Poole","50.7167","-2.0000","United Kingdom","GB","GBR","Poole","admin","","1826379738" +"Newport","Newport","50.7000","-1.3000","United Kingdom","GB","GBR","Isle of Wight","admin","","1826718687" +"Walsall","Walsall","52.6000","-2.0000","United Kingdom","GB","GBR","Walsall","admin","","1826655696" +"Woolwich","Woolwich","51.4667","0.2000","United Kingdom","GB","GBR","Greenwich","admin","","1826479020" +"Southend-on-Sea","Southend-on-Sea","51.5500","0.7200","United Kingdom","GB","GBR","Southend-on-Sea","admin","618386","1826524208" +"Scunthorpe","Scunthorpe","53.5833","-0.6500","United Kingdom","GB","GBR","North Lincolnshire","admin","","1826817883" +"Caernarfon","Caernarfon","53.1500","-4.2667","United Kingdom","GB","GBR","Gwynedd","admin","","1826011275" +"Hamilton","Hamilton","55.7667","-4.0333","United Kingdom","GB","GBR","South Lanarkshire","admin","","1826692620" +"Durham","Durham","54.7667","-1.5667","United Kingdom","GB","GBR","Durham","admin","","1826031748" +"Warwick","Warwick","52.2833","-1.5833","United Kingdom","GB","GBR","Warwickshire","admin","","1826383937" +"Aberdeen","Aberdeen","57.1704","-2.0800","United Kingdom","GB","GBR","Aberdeen City","admin","189364","1826324306" +"Newtown Saint Boswells","Newtown Saint Boswells","55.5833","-2.6833","United Kingdom","GB","GBR","Scottish Borders, The","admin","","1826157453" +"Sutton","Sutton","51.3500","-0.2000","United Kingdom","GB","GBR","Sutton","admin","","1826827095" +"Catford","Catford","51.4500","-0.0167","United Kingdom","GB","GBR","Lewisham","admin","","1826259011" +"Lambeth","Lambeth","51.5000","-0.1167","United Kingdom","GB","GBR","Lambeth","admin","","1826545364" +"Lewes","Lewes","50.8667","-0.0167","United Kingdom","GB","GBR","East Sussex","admin","","1826774397" +"Dundee","Dundee","56.4704","-3.0000","United Kingdom","GB","GBR","Dundee City","admin","151592","1826581481" +"Ipswich","Ipswich","52.0703","1.1700","United Kingdom","GB","GBR","Suffolk","admin","143767","1826629486" +"Birmingham","Birmingham","52.4750","-1.9200","United Kingdom","GB","GBR","Birmingham","admin","2285000","1826423213" +"Stoke","Stoke","53.0004","-2.1800","United Kingdom","GB","GBR","Stoke-on-Trent","admin","390801","1826799578" +"Stockport","Stockport","53.4000","-2.1500","United Kingdom","GB","GBR","Stockport","admin","","1826228303" +"Chelmsford","Chelmsford","51.7333","0.4833","United Kingdom","GB","GBR","Essex","admin","","1826876670" +"Leeds","Leeds","53.8300","-1.5800","United Kingdom","GB","GBR","Leeds","admin","1529000","1826343963" +"Bath","Bath","51.3837","-2.3500","United Kingdom","GB","GBR","Bath and North East Somerset","admin","93238","1826611282" +"Ayr","Ayr","55.4504","-4.6167","United Kingdom","GB","GBR","South Ayrshire","admin","69042","1826430700" +"Kirkintilloch","Kirkintilloch","55.9167","-4.1667","United Kingdom","GB","GBR","East Dunbartonshire","admin","","1826571447" +"Wallasey","Wallasey","53.4333","-3.0667","United Kingdom","GB","GBR","Wirral","admin","","1826741418" +"Conwy","Conwy","53.2833","-3.8333","United Kingdom","GB","GBR","Conwy","admin","","1826011797" +"Rhuthun","Rhuthun","53.1167","-3.3000","United Kingdom","GB","GBR","Denbighshire","admin","","1826254442" +"Walthamstow","Walthamstow","51.6000","-0.0333","United Kingdom","GB","GBR","Waltham Forest","admin","","1826009890" +"Halifax","Halifax","53.7167","-1.8500","United Kingdom","GB","GBR","Calderdale","admin","","1826413776" +"Peterborough","Peterborough","52.5804","-0.2500","United Kingdom","GB","GBR","Peterborough","admin","140141","1826626144" +"Rotherham","Rotherham","53.4333","-1.3500","United Kingdom","GB","GBR","Rotherham","admin","","1826763937" +"Alloa","Alloa","56.1167","-3.8000","United Kingdom","GB","GBR","Clackmannanshire","admin","","1826126712" +"Southampton","Southampton","50.9000","-1.4000","United Kingdom","GB","GBR","Southampton","admin","384417","1826602892" +"Ebbw Vale","Ebbw Vale","51.7833","-3.2000","United Kingdom","GB","GBR","Blaenau Gwent","admin","","1826821223" +"Forfar","Forfar","56.6500","-2.8833","United Kingdom","GB","GBR","Angus","admin","","1826527188" +"Islington","Islington","51.5333","-0.1000","United Kingdom","GB","GBR","Islington","admin","","1826267810" +"Caerfyrddin","Caerfyrddin","51.8592","-4.3117","United Kingdom","GB","GBR","Carmarthenshire","admin","","1826550370" +"Ealing","Ealing","51.4888","-0.3048","United Kingdom","GB","GBR","Ealing","admin","","1826730060" +"Kilmarnock","Kilmarnock","55.6333","-4.5333","United Kingdom","GB","GBR","East Ayrshire","admin","","1826595229" +"Newport","Newport","51.5833","-2.9833","United Kingdom","GB","GBR","Newport","admin","","1826018889" +"Kensington","Kensington","51.5047","-0.1998","United Kingdom","GB","GBR","Kensington and Chelsea","admin","","1826583042" +"Hwlffordd","Hwlffordd","51.8017","-4.9708","United Kingdom","GB","GBR","Pembrokeshire","admin","","1826514766" +"Uxbridge","Uxbridge","51.5500","-0.4833","United Kingdom","GB","GBR","Hillingdon","admin","","1826505308" +"Twickenham","Twickenham","51.4333","-0.3167","United Kingdom","GB","GBR","Richmond upon Thames","admin","","1826827915" +"Plymouth","Plymouth","50.3854","-4.1600","United Kingdom","GB","GBR","Plymouth","admin","247297","1826947183" +"Livingston","Livingston","55.8833","-3.5333","United Kingdom","GB","GBR","West Lothian","admin","","1826286558" +"Portsmouth","Portsmouth","50.8003","-1.0800","United Kingdom","GB","GBR","Portsmouth","admin","442252","1826964096" +"Paisley","Paisley","55.8333","-4.4333","United Kingdom","GB","GBR","Renfrewshire","admin","","1826549531" +"Exeter","Exeter","50.7004","-3.5300","United Kingdom","GB","GBR","Devon","admin","113118","1826840903" +"Widnes","Widnes","53.3500","-2.7333","United Kingdom","GB","GBR","Halton","admin","","1826947686" +"Stretford","Stretford","53.4500","-2.3167","United Kingdom","GB","GBR","Trafford","admin","","1826645692" +"Stornoway","Stornoway","58.2167","-6.3667","United Kingdom","GB","GBR","Eilean Siar","admin","","1826708788" +"Manchester","Manchester","53.5004","-2.2480","United Kingdom","GB","GBR","Manchester","admin","2230000","1826246335" +"Inverness","Inverness","57.4671","-4.2333","United Kingdom","GB","GBR","Highland","admin","45158","1826161019" +"Morden","Morden","51.3982","-0.1984","United Kingdom","GB","GBR","Merton","admin","","1826667903" +"London","London","51.5000","-0.1167","United Kingdom","GB","GBR","","primary","8567000","1826645935" +"Ilford","Ilford","51.5597","0.0708","United Kingdom","GB","GBR","Redbridge","admin","","1826381000" +"Poplar","Poplar","51.5000","-0.0167","United Kingdom","GB","GBR","Tower Hamlets","admin","","1826020769" +"Salford","Salford","53.4833","-2.2667","United Kingdom","GB","GBR","Salford","admin","","1826868550" +"Derby","Derby","52.9333","-1.5000","United Kingdom","GB","GBR","Derby","admin","","1826333435" +"Mold","Mold","53.1667","-3.1333","United Kingdom","GB","GBR","Flintshire","admin","","1826650301" +"Worcester","Worcester","52.2000","-2.2000","United Kingdom","GB","GBR","Worcestershire","admin","","1826393854" +"Rochester","Rochester","51.3833","0.5167","United Kingdom","GB","GBR","Medway","admin","","1826559634" +"Chichester","Chichester","50.8333","-0.7833","United Kingdom","GB","GBR","West Sussex","admin","","1826696164" +"East Ham","East Ham","51.5333","0.0500","United Kingdom","GB","GBR","Newham","admin","","1826587417" +"Oakham","Oakham","52.6667","-0.7333","United Kingdom","GB","GBR","Rutland","admin","","1826442570" +"Gloucester","Gloucester","51.8333","-2.2500","United Kingdom","GB","GBR","Gloucestershire","admin","","1826932068" +"Wrecsam","Wrecsam","53.0500","-3.0000","United Kingdom","GB","GBR","Wrexham","admin","","1826879983" +"Wolverhampton","Wolverhampton","52.5833","-2.1333","United Kingdom","GB","GBR","Wolverhampton","admin","","1826636841" +"Llangefni","Llangefni","53.2667","-4.3333","United Kingdom","GB","GBR","Isle of Anglesey","admin","","1826557923" +"Hove","Hove","50.8333","-0.1833","United Kingdom","GB","GBR","Brighton and Hove","admin","","1826419818" +"Brighton","Brighton","50.8303","-0.1700","United Kingdom","GB","GBR","Brighton and Hove","","503008","1826609057" +"Doncaster","Doncaster","53.5333","-1.1167","United Kingdom","GB","GBR","Doncaster","admin","","1826979494" +"Shrewsbury","Shrewsbury","52.7167","-2.7333","United Kingdom","GB","GBR","Shropshire","admin","","1826283137" +"Glasgow","Glasgow","55.8744","-4.2507","United Kingdom","GB","GBR","Glasgow City","admin","1160000","1826836462" +"Camden Town","Camden Town","51.5457","-0.1403","United Kingdom","GB","GBR","Camden","admin","","1826810136" +"Cardiff","Cardiff","51.5000","-3.2250","United Kingdom","GB","GBR","Cardiff","admin","861400","1826362422" +"Bexleyheath","Bexleyheath","51.4500","0.1500","United Kingdom","GB","GBR","Bexley","admin","","1826858601" +"Dover","Dover","51.1337","1.3000","United Kingdom","GB","GBR","Kent","","36384","1826963129" +"Bury","Bury","53.6000","-2.3000","United Kingdom","GB","GBR","Bury","admin","","1826242195" +"Greenock","Greenock","55.9333","-4.7500","United Kingdom","GB","GBR","Inverclyde","admin","74635","1826864377" +"Middlesbrough","Middlesbrough","54.5804","-1.2300","United Kingdom","GB","GBR","Redcar and Cleveland","admin","416042","1826407067" +"Scarborough","Scarborough","54.2804","-0.4300","United Kingdom","GB","GBR","North Yorkshire","","70571","1826723231" +"Merthyr Tudful","Merthyr Tudful","51.7500","-3.3833","United Kingdom","GB","GBR","Merthyr Tydfil","admin","","1826737367" +"Taunton","Taunton","51.0211","-3.1047","United Kingdom","GB","GBR","Somerset","admin","","1826959489" +"York","York","53.9704","-1.0800","United Kingdom","GB","GBR","York","admin","158947","1826149980" +"Port Talbot","Port Talbot","51.6000","-3.7833","United Kingdom","GB","GBR","Neath Port Talbot","admin","","1826981147" +"Dagenham","Dagenham","51.5500","0.1667","United Kingdom","GB","GBR","Barking and Dagenham","admin","","1826363543" +"Liverpool","Liverpool","53.4160","-2.9180","United Kingdom","GB","GBR","Liverpool","admin","811000","1826558678" +"Saint Helens","Saint Helens","53.4500","-2.7333","United Kingdom","GB","GBR","St. Helens","admin","","1826775771" +"Knowsley","Knowsley","53.4500","-2.8500","United Kingdom","GB","GBR","Knowsley","admin","","1826568900" +"Kingston upon Thames","Kingston upon Thames","51.4167","-0.2833","United Kingdom","GB","GBR","Kingston upon Thames","admin","","1826345299" +"Wigan","Wigan","53.5333","-2.6167","United Kingdom","GB","GBR","Wigan","admin","","1826902223" +"Southport","Southport","53.6667","-3.0000","United Kingdom","GB","GBR","Sefton","admin","","1826271387" +"Preston","Preston","53.7667","-2.7167","United Kingdom","GB","GBR","Lancashire","admin","","1826018478" +"Blackburn","Blackburn","53.7500","-2.4833","United Kingdom","GB","GBR","Blackburn with Darwen","admin","","1826802533" +"Bolton","Bolton","53.5833","-2.4333","United Kingdom","GB","GBR","Bolton","admin","","1826628353" +"Hugh Town","Hugh Town","49.9146","-6.3143","United Kingdom","GB","GBR","Isles of Scilly","admin","","1826252332" +"Bedford","Bedford","52.1333","-0.4500","United Kingdom","GB","GBR","Bedford","admin","","1826771105" +"Chicksands","Chicksands","52.0333","-0.3667","United Kingdom","GB","GBR","Central Bedfordshire","admin","","1826903198" +"Sandbach","Sandbach","53.1333","-2.3667","United Kingdom","GB","GBR","Cheshire East","admin","","1826911682" +"Chester","Chester","53.2000","-2.9200","United Kingdom","GB","GBR","Cheshire West and Chester","admin","89531","1826441668" +"Llandrindod Wells","Llandrindod Wells","52.2333","-3.3833","United Kingdom","GB","GBR","Powys","admin","","1826769225" +"Northampton","Northampton","52.2500","-0.8833","United Kingdom","GB","GBR","Northamptonshire","admin","","1826806747" +"Giffnock","Giffnock","55.8000","-4.2833","United Kingdom","GB","GBR","East Renfrewshire","admin","","1826874548" +"Newcastle","Newcastle","55.0004","-1.6000","United Kingdom","GB","GBR","Newcastle upon Tyne","admin","882000","1826292220" +"Downpatrick","Downpatrick","54.3269","-5.7113","United Kingdom","GB","GBR","Newry, Mourne and Down","admin","","1826860584" +"Coleraine","Coleraine","55.1349","-6.6687","United Kingdom","GB","GBR","Causeway Coast and Glens","admin","","1826465785" +"Magherafelt","Magherafelt","54.7543","-6.6094","United Kingdom","GB","GBR","Mid Ulster","admin","","1826490342" +"Dungannon","Dungannon","54.5033","-6.7643","United Kingdom","GB","GBR","Mid Ulster","admin","","1826799961" +"Cookstown","Cookstown","54.6428","-6.7452","United Kingdom","GB","GBR","Mid Ulster","admin","","1826277161" +"Bangor","Bangor","54.6617","-5.6654","United Kingdom","GB","GBR","Ards and North Down","admin","","1826282262" +"Strabane","Strabane","54.8224","-7.4684","United Kingdom","GB","GBR","Derry and Strabane","admin","","1826843663" +"Londonderry","Londonderry","55.0004","-7.3333","United Kingdom","GB","GBR","Derry and Strabane","admin","83652","1826603241" +"Omagh","Omagh","54.6000","-7.3000","United Kingdom","GB","GBR","Fermanagh and Omagh","admin","21056","1826686995" +"Enniskillen","Enniskillen","54.3466","-7.6411","United Kingdom","GB","GBR","Fermanagh and Omagh","admin","","1826724326" +"Ballymena","Ballymena","54.8612","-6.2763","United Kingdom","GB","GBR","Mid and East Antrim","admin","","1826020355" +"Banbridge","Banbridge","54.3509","-6.2670","United Kingdom","GB","GBR","Armagh, Banbridge and Craigavon","admin","","1826331367" +"Armagh","Armagh","54.3481","-6.6496","United Kingdom","GB","GBR","Armagh, Banbridge and Craigavon","admin","","1826000010" +"Newtownabbey","Newtownabbey","54.6691","-5.9044","United Kingdom","GB","GBR","Antrim and Newtownabbey","admin","","1826392182" +"Craigavon","Craigavon","54.4497","-6.3646","United Kingdom","GB","GBR","Armagh, Banbridge and Craigavon","admin","","1826678234" +"Antrim","Antrim","54.7129","-6.2085","United Kingdom","GB","GBR","Antrim and Newtownabbey","admin","","1826477610" +"Newry","Newry","54.1780","-6.3381","United Kingdom","GB","GBR","Newry, Mourne and Down","admin","","1826243852" +"Lisburn","Lisburn","54.5099","-6.0404","United Kingdom","GB","GBR","Lisburn and Castlereagh","admin","","1826667481" +"Belfast","Belfast","54.5968","-5.9254","United Kingdom","GB","GBR","Belfast","admin","","1826325087" +"Belfast","Belfast","54.6000","-5.9600","United Kingdom","GB","GBR","Belfast","","450406","1826509389" +"Usk","Usk","51.7025","-2.9042","United Kingdom","GB","GBR","Monmouthshire","admin","","1826007615" +"Stafford","Stafford","52.8000","-2.1000","United Kingdom","GB","GBR","Staffordshire","admin","","1826088347" +"Saint George's","Saint George's","12.0526","-61.7416","Grenada","GD","GRD","Saint George","primary","33734","1308891766" +"Poti","Poti","42.1557","41.6716","Georgia","GE","GEO","","","47149","1268764439" +"Tbilisi","Tbilisi","41.7250","44.7908","Georgia","GE","GEO","","primary","1100000","1268203191" +"Rustavi","Rustavi","41.5704","45.0500","Georgia","GE","GEO","","","157063","1268562807" +"Tskhinvali","Tskhinvali","42.2325","43.9750","Georgia","GE","GEO","","","38502","1268142653" +"Rustavi","Rustavi","42.2897","43.8543","Georgia","GE","GEO","Kvemo Kartli","admin","","1268297743" +"Sukhumi","Sukhumi","43.0200","41.0200","Georgia","GE","GEO","Abkhazia","admin","81546","1268394475" +"Zugdidi","Zugdidi","42.5088","41.8709","Georgia","GE","GEO","Samegrelo-Zemo Svaneti","admin","","1268300325" +"Gori","Gori","41.9842","44.1158","Georgia","GE","GEO","Shida Kartli","admin","","1268442763" +"Batumi","Batumi","41.6000","41.6300","Georgia","GE","GEO","Ajaria","admin","155542","1268193611" +"Akhaltsikhe","Akhaltsikhe","41.6390","42.9826","Georgia","GE","GEO","Samtskhe-Javakheti","admin","","1268352935" +"Mtskheta","Mtskheta","41.8451","44.7188","Georgia","GE","GEO","Mtskheta Mtianeti","admin","","1268173120" +"Telavi","Telavi","41.9198","45.4732","Georgia","GE","GEO","K’akheti","admin","","1268806987" +"Ozurgeti","Ozurgeti","41.9244","42.0068","Georgia","GE","GEO","Guria","admin","","1268276279" +"Kutaisi","Kutaisi","42.2500","42.7300","Georgia","GE","GEO","Imereti","admin","183945","1268369835" +"Ambrolauri","Ambrolauri","42.5211","43.1622","Georgia","GE","GEO","Rach’a-Lechkhumi da Kvemo Svaneti","admin","","1268370586" +"Cayenne","Cayenne","4.9330","-52.3300","French Guiana","GF","GUF","","admin","61550","1254304969" +"Kourou","Kourou","5.1600","-52.6499","French Guiana","GF","GUF","","minor","24029","1254317561" +"Sinnamary","Sinnamary","5.3800","-52.9600","French Guiana","GF","GUF","","minor","3180","1254385870" +"Saint-Georges","Saint-Georges","3.9105","-51.8100","French Guiana","GF","GUF","","minor","2742","1254726319" +"Iracoubo","Iracoubo","5.4804","-53.2200","French Guiana","GF","GUF","","minor","1536","1254480447" +"Saint-Laurent-du-Maroni","Saint-Laurent-du-Maroni","5.4976","-54.0325","French Guiana","GF","GUF","","minor","24287","1254543638" +"Roura","Roura","4.7300","-52.3300","French Guiana","GF","GUF","","minor","2229","1254511393" +"Saint Peter Port","Saint Peter Port","49.4561","-2.5408","Guernsey","GG","GGY","","primary","","1831991870" +"Ho","Ho","6.6004","0.4700","Ghana","GH","GHA","Volta","admin","93044","1288938914" +"Bolgatanga","Bolgatanga","10.7904","-0.8500","Ghana","GH","GHA","Upper East","admin","82177","1288943371" +"Yendi","Yendi","9.4337","-0.0167","Ghana","GH","GHA","","","42972","1288631491" +"Tamale","Tamale","9.4004","-0.8400","Ghana","GH","GHA","Northern","admin","360579","1288890688" +"Sunyani","Sunyani","7.3360","-2.3360","Ghana","GH","GHA","Brong-Ahafo","admin","70299","1288679588" +"Berekum","Berekum","7.4504","-2.5900","Ghana","GH","GHA","","","46287","1288257467" +"Kumasi","Kumasi","6.6900","-1.6300","Ghana","GH","GHA","Ashanti","admin","1646000","1288181103" +"Wa","Wa","10.0604","-2.5000","Ghana","GH","GHA","Upper West","admin","78107","1288765586" +"Cape Coast","Cape Coast","5.1104","-1.2500","Ghana","GH","GHA","Central","admin","143015","1288506097" +"Sekondi","Sekondi","4.9433","-1.7040","Ghana","GH","GHA","Western","admin","286248","1288186231" +"Bawku","Bawku","11.0604","-0.2400","Ghana","GH","GHA","Upper East","","73594","1288067377" +"Nkawkaw","Nkawkaw","6.5505","-0.7800","Ghana","GH","GHA","","","62667","1288350107" +"Koforidua","Koforidua","6.0904","-0.2600","Ghana","GH","GHA","Eastern","admin","156653","1288961962" +"Winneba","Winneba","5.3504","-0.6300","Ghana","GH","GHA","","","44254","1288886612" +"Accra","Accra","5.5500","-0.2167","Ghana","GH","GHA","Greater Accra","primary","2121000","1288299415" +"Tema","Tema","5.6404","0.0100","Ghana","GH","GHA","Greater Accra","","209000","1288205885" +"Obuasi","Obuasi","6.1904","-1.6600","Ghana","GH","GHA","Ashanti","","180117","1288615192" +"Gibraltar","Gibraltar","36.1324","-5.3781","Gibraltar","GI","GIB","","primary","187083","1292385245" +"Nord","Nord","81.7166","-17.8000","Greenland","GL","GRL","","","10","1304217709" +"Sisimiut","Sisimiut","66.9500","-53.6666","Greenland","GL","GRL","Qeqqata","admin","5227","1304160154" +"Qaqortoq","Qaqortoq","60.7289","-46.0364","Greenland","GL","GRL","Kujalleq","admin","3224","1304746917" +"Savissivik","Savissivik","76.0195","-65.1125","Greenland","GL","GRL","Qaasuitsup","","66","1304246272" +"Tasiilaq","Tasiilaq","65.6019","-37.6337","Greenland","GL","GRL","Sermersooq","","1829","1304230512" +"Qaanaaq","Qaanaaq","77.4835","-69.3322","Greenland","GL","GRL","Qaasuitsup","","616","1304094556" +"Ittoqqortoormiit","Ittoqqortoormiit","70.4834","-21.9667","Greenland","GL","GRL","Sermersooq","","469","1304036812" +"Kulusuk","Kulusuk","65.5666","-37.1833","Greenland","GL","GRL","Sermersooq","","286","1304671891" +"Timmiarmiut","Timmiarmiut","62.5333","-42.2167","Greenland","GL","GRL","Kujalleq","","10","1304206491" +"Qeqertasuaq","Qeqertasuaq","69.2442","-53.5652","Greenland","GL","GRL","Qaasuitsup","","10","1304388071" +"Narsarsuaq","Narsarsuaq","61.1666","-45.4166","Greenland","GL","GRL","Kujalleq","","145","1304138343" +"Kullorsuaq","Kullorsuaq","74.5781","-57.2250","Greenland","GL","GRL","Qaasuitsup","","450","1304004889" +"Paamiut","Paamiut","62.0041","-49.6351","Greenland","GL","GRL","Sermersooq","","1862","1304323922" +"Tasiusaq","Tasiusaq","73.3690","-56.0598","Greenland","GL","GRL","Qaasuitsup","","250","1304103267" +"Upernavik","Upernavik","72.7094","-56.1417","Greenland","GL","GRL","Qaasuitsup","","1129","1304750851" +"Qasigiannguit","Qasigiannguit","68.8193","-51.1785","Greenland","GL","GRL","Qaasuitsup","","1341","1304001772" +"Kangersuatsiaq","Kangersuatsiaq","72.3796","-55.5491","Greenland","GL","GRL","Qaasuitsup","","200","1304939198" +"Nuussuaq","Nuussuaq","74.1210","-57.0674","Greenland","GL","GRL","Qaasuitsup","","204","1304966853" +"Uummannaq","Uummannaq","70.6750","-52.1229","Greenland","GL","GRL","Qaasuitsup","","1299","1304056798" +"Nuuk","Nuuk","64.1983","-51.7327","Greenland","GL","GRL","Sermersooq","primary","14798","1304028354" +"Ilulissat","Ilulissat","69.2167","-51.1000","Greenland","GL","GRL","","admin","4413","1304656747" +"Aasiaat","Aasiaat","68.7167","-52.8667","Greenland","GL","GRL","","admin","","1304194714" +"Bansang","Bansang","13.4336","-14.6500","Gambia, The","GM","GMB","Central River","","7615","1270543142" +"Banjul","Banjul","13.4539","-16.5917","Gambia, The","GM","GMB","Banjul","primary","43094","1270723713" +"Basse Santa Su","Basse Santa Su","13.3100","-14.2230","Gambia, The","GM","GMB","Upper River","admin","14380","1270820759" +"Brikama","Brikama","13.2804","-16.6599","Gambia, The","GM","GMB","Western","admin","195136","1270953861" +"Georgetown","Georgetown","13.5510","-14.7670","Gambia, The","GM","GMB","Central River","admin","3584","1270430701" +"Kerewan","Kerewan","13.4940","-16.0950","Gambia, The","GM","GMB","North Bank","admin","2751","1270976260" +"Mansa Konko","Mansa Konko","13.3773","-15.6786","Gambia, The","GM","GMB","Lower River","admin","18672","1270071162" +"Kanifing","Kanifing","13.4464","-16.6744","Gambia, The","GM","GMB","","admin","","1270000000" +"Conakry","Conakry","9.5315","-13.6802","Guinea","GN","GIN","Conakry","primary","1494000","1324568159" +"Faranah","Faranah","10.0404","-10.7500","Guinea","GN","GIN","Faranah","admin","19469","1324603099" +"Kankan","Kankan","10.3900","-9.3100","Guinea","GN","GIN","Kankan","admin","114009","1324495325" +"Labé","Labe","11.3200","-12.3000","Guinea","GN","GIN","Labé","admin","140575","1324900784" +"Boké","Boke","10.9400","-14.3000","Guinea","GN","GIN","Boké","admin","116270","1324037897" +"Mamou","Mamou","10.3804","-12.1000","Guinea","GN","GIN","Mamou","admin","71153","1324990909" +"Kindia","Kindia","10.0600","-12.8700","Guinea","GN","GIN","Kindia","admin","117062","1324348910" +"Kamsar","Kamsar","10.6854","-14.6050","Guinea","GN","GIN","Boké","","34973","1324075393" +"Nzérékoré","Nzerekore","7.7600","-8.8300","Guinea","GN","GIN","N’Zérékoré","admin","168121","1324336588" +"Fria","Fria","10.3804","-13.5500","Guinea","GN","GIN","Boké","minor","23729","1324583144" +"Forecariah","Forecariah","9.4300","-13.0980","Guinea","GN","GIN","Kindia","minor","12358","1324863095" +"Yomou","Yomou","7.5704","-9.2700","Guinea","GN","GIN","N’Zérékoré","minor","3614","1324839778" +"Tongue","Tongue","11.4400","-11.6700","Guinea","GN","GIN","Labé","minor","25531","1324920258" +"Télimélé","Telimele","10.9050","-13.0430","Guinea","GN","GIN","Kindia","minor","30311","1324315862" +"Siguiri","Siguiri","11.4171","-9.1666","Guinea","GN","GIN","Kankan","minor","50159","1324494896" +"Pita","Pita","11.0800","-12.4010","Guinea","GN","GIN","Mamou","minor","20052","1324788694" +"Mali","Mali","12.0840","-12.3010","Guinea","GN","GIN","Labé","minor","5479","1324065197" +"Macenta","Macenta","8.5504","-9.4800","Guinea","GN","GIN","N’Zérékoré","minor","43102","1324817479" +"Kouroussa","Kouroussa","10.6530","-9.8920","Guinea","GN","GIN","Kankan","minor","14223","1324187341" +"Koundara","Koundara","12.4800","-13.2960","Guinea","GN","GIN","Boké","minor","13990","1324267190" +"Kissidougou","Kissidougou","9.1905","-10.1200","Guinea","GN","GIN","Faranah","minor","66815","1324750427" +"Kérouané","Kerouane","9.2704","-9.0200","Guinea","GN","GIN","Kankan","minor","15406","1324580549" +"Gueckedou","Gueckedou","8.5540","-10.1510","Guinea","GN","GIN","N’Zérékoré","minor","221715","1324580681" +"Gaoual","Gaoual","11.7540","-13.2130","Guinea","GN","GIN","Boké","minor","7461","1324589428" +"Dinguiraye","Dinguiraye","11.2990","-10.7260","Guinea","GN","GIN","Faranah","minor","6062","1324546502" +"Dabola","Dabola","10.7480","-11.1090","Guinea","GN","GIN","Faranah","minor","13057","1324368075" +"Boffa","Boffa","10.1850","-14.0430","Guinea","GN","GIN","Boké","minor","2332","1324801511" +"Beyla","Beyla","8.6870","-8.6570","Guinea","GN","GIN","N’Zérékoré","minor","13204","1324564039" +"Dalaba","Dalaba","10.6560","-12.2720","Guinea","GN","GIN","Mamou","minor","6349","1324455027" +"Basse-Terre","Basse-Terre","16.0000","-61.7167","Guadeloupe","GP","GLP","","admin","","1312938008" +"Pointe-à-Pitre","Pointe-a-Pitre","16.2415","-61.5330","Guadeloupe","GP","GLP","","","145511","1312460524" +"Basse-terre","Basse-terre","16.2304","-61.4400","Guadeloupe","GP","GLP","","","307","1312109298" +"Malabo","Malabo","3.7500","8.7833","Equatorial Guinea","GQ","GNQ","Bioko Norte","primary","155963","1226861333" +"Palé","Pale","-1.4014","5.6325","Equatorial Guinea","GQ","GNQ","Annobón","admin","","1226970205" +"Evinayong","Evinayong","1.4500","10.5667","Equatorial Guinea","GQ","GNQ","Centro Sur","admin","8462","1226336138" +"Mongomo","Mongomo","1.6337","11.3166","Equatorial Guinea","GQ","GNQ","Wele-Nzas","admin","6560","1226565454" +"Bata","Bata","1.8700","9.7700","Equatorial Guinea","GQ","GNQ","Litoral","admin","173046","1226528087" +"Ebebiyín","Ebebiyin","2.1511","11.3353","Equatorial Guinea","GQ","GNQ","Kié-Ntem","admin","","1226449195" +"Calatrava","Calatrava","1.1164","9.4186","Equatorial Guinea","GQ","GNQ","","","628","1226322426" +"Luba","Luba","3.4500","8.5500","Equatorial Guinea","GQ","GNQ","Bioko Sur","admin","8655","1226278217" +"Komatini","Komatini","41.1333","25.4167","Greece","GR","GRC","Anatolikí Makedonía kai Thráki","admin","45631","1300373048" +"Athens","Athens","37.9833","23.7333","Greece","GR","GRC","Attikí","primary","3242000","1300715560" +"Ermoupoli","Ermoupoli","37.4504","24.9333","Greece","GR","GRC","Notío Aigaío","admin","12260","1300072209" +"Patra","Patra","38.2300","21.7300","Greece","GR","GRC","Dytikí Elláda","admin","163360","1300201099" +"Lamia","Lamia","38.8990","22.4340","Greece","GR","GRC","Stereá Elláda","admin","47246","1300400935" +"Tripoli","Tripoli","37.5091","22.3794","Greece","GR","GRC","Peloponnísos","admin","28970","1300131630" +"Mitilini","Mitilini","39.1104","26.5546","Greece","GR","GRC","Voreío Aigaío","admin","29328","1300101706" +"Hania","Hania","35.5122","24.0156","Greece","GR","GRC","Kríti","minor","78728","1300233408" +"Sitia","Sitia","35.2004","26.0986","Greece","GR","GRC","Kríti","minor","8833","1300275780" +"Seres","Seres","41.0860","23.5497","Greece","GR","GRC","Kentrikí Makedonía","minor","55886","1300726987" +"Iraklio","Iraklio","35.3250","25.1305","Greece","GR","GRC","Kríti","admin","137154","1300777854" +"Polygyros","Polygyros","40.3810","23.4530","Greece","GR","GRC","Kentrikí Makedonía","minor","5258","1300297120" +"Thessaloniki","Thessaloniki","40.6961","22.8850","Greece","GR","GRC","Kentrikí Makedonía","admin","828000","1300397999" +"Xanthi","Xanthi","41.1418","24.8836","Greece","GR","GRC","Anatolikí Makedonía kai Thráki","minor","50570","1300051191" +"Kerkira","Kerkira","39.6154","19.9147","Greece","GR","GRC","Ionía Nísia","admin","38517","1300093403" +"Kavala","Kavala","40.9412","24.4018","Greece","GR","GRC","Anatolikí Makedonía kai Thráki","minor","59240","1300398756" +"Kozáni","Kozani","40.3007","21.7890","Greece","GR","GRC","Dytikí Makedonía","admin","","1300407295" +"Alexandroupoli","Alexandroupoli","40.8486","25.8744","Greece","GR","GRC","Anatolikí Makedonía kai Thráki","minor","52979","1300949419" +"Katerini","Katerini","40.2723","22.5025","Greece","GR","GRC","Kentrikí Makedonía","minor","53293","1300524464" +"Ioanina","Ioanina","39.6679","20.8509","Greece","GR","GRC","Ípeiros","admin","86304","1300317204" +"Volos","Volos","39.3700","22.9500","Greece","GR","GRC","Thessalía","minor","110632","1300109851" +"Larissa","Larissa","39.6304","22.4200","Greece","GR","GRC","Thessalía","admin","128758","1300003141" +"Piraeus","Piraievs","37.9500","23.7000","Greece","GR","GRC","Attikí","minor","466065","1300458367" +"Agrinio","Agrinio","38.6218","21.4077","Greece","GR","GRC","Dytikí Elláda","minor","75233","1300351677" +"Pirgos","Pirgos","37.6837","21.4500","Greece","GR","GRC","Dytikí Elláda","minor","22399","1300188949" +"Chalkida","Chalkida","38.4640","23.6124","Greece","GR","GRC","Stereá Elláda","minor","71842","1300585149" +"Sparti","Sparti","37.0737","22.4297","Greece","GR","GRC","Peloponnísos","minor","16187","1300989189" +"Kalamata","Kalamata","37.0389","22.1142","Greece","GR","GRC","Peloponnísos","minor","71823","1300638148" +"Hios","Hios","38.3681","26.1358","Greece","GR","GRC","Voreío Aigaío","minor","26891","1300169896" +"Rodos","Rodos","36.4412","28.2225","Greece","GR","GRC","Notío Aigaío","minor","56969","1300944675" +"Kos","Kos","36.8937","27.2888","Greece","GR","GRC","Notío Aigaío","minor","19244","1300683758" +"Grytviken","Grytviken","-54.2806","-36.5080","South Georgia And South Sandwich Islands","GS","SGS","","","99","1239048837" +"San Jose","San Jose","13.9397","-90.8200","Guatemala","GT","GTM","Escuintla","","18655","1320016478" +"Mazatenango","Mazatenango","14.5304","-91.5100","Guatemala","GT","GTM","Suchitepéquez","admin","64652","1320123250" +"Cuilapa","Cuilapa","14.2790","-90.2980","Guatemala","GT","GTM","Santa Rosa","admin","16484","1320810416" +"Cobán","Coban","15.4700","-90.3800","Guatemala","GT","GTM","Alta Verapaz","admin","65194","1320020813" +"Jutiapa","Jutiapa","14.2900","-89.9000","Guatemala","GT","GTM","Jutiapa","admin","50681","1320264119" +"Retalhuleu","Retalhuleu","14.5371","-91.6770","Guatemala","GT","GTM","Retalhuleu","admin","36656","1320999503" +"Livingston","Livingston","15.8307","-88.7562","Guatemala","GT","GTM","Izabal","minor","14350","1320970605" +"San Luis","San Luis","16.2000","-89.4400","Guatemala","GT","GTM","Petén","minor","132470","1320642245" +"San Marcos","San Marcos","14.9660","-91.8000","Guatemala","GT","GTM","San Marcos","admin","25088","1320960166" +"Flores","Flores","16.9337","-89.8833","Guatemala","GT","GTM","Petén","admin","38035","1320651129" +"Escuintla","Escuintla","14.3004","-90.7800","Guatemala","GT","GTM","Escuintla","admin","107638","1320838903" +"Salamá","Salama","15.1030","-90.3140","Guatemala","GT","GTM","Baja Verapaz","admin","40000","1320223205" +"Chiquimula","Chiquimula","14.7970","-89.5440","Guatemala","GT","GTM","Chiquimula","admin","41521","1320041079" +"Chimaltenango","Chimaltenango","14.6620","-90.8200","Guatemala","GT","GTM","Chimaltenango","admin","82370","1320147012" +"El Progreso","El Progreso","14.8500","-90.0167","Guatemala","GT","GTM","El Progreso","admin","147197","1320849830" +"Antigua Guatemala","Antigua Guatemala","14.5667","-90.7333","Guatemala","GT","GTM","Sacatepéquez","admin","39368","1320020808" +"Jalapa","Jalapa","14.6330","-89.9890","Guatemala","GT","GTM","Jalapa","admin","45834","1320108089" +"Quetzaltenango","Quetzaltenango","14.8300","-91.5200","Guatemala","GT","GTM","Quetzaltenango","admin","575263","1320083599" +"Puerto Barrios","Puerto Barrios","15.7175","-88.5927","Guatemala","GT","GTM","Izabal","admin","56605","1320517532" +"Totonicapán","Totonicapan","14.9140","-91.3580","Guatemala","GT","GTM","Totonicapán","admin","69734","1320223386" +"Zacapa","Zacapa","14.9720","-89.5290","Guatemala","GT","GTM","Zacapa","admin","36088","1320977472" +"Sololá","Solola","14.7730","-91.1830","Guatemala","GT","GTM","Sololá","admin","45373","1320747500" +"Guatemala","Guatemala","14.6211","-90.5270","Guatemala","GT","GTM","Guatemala","primary","1024000","1320197916" +"La Libertad","La Libertad","16.7804","-90.1200","Guatemala","GT","GTM","Petén","minor","8646","1320389989" +"Huehuetenango","Huehuetenango","15.3204","-91.4700","Guatemala","GT","GTM","Huehuetenango","admin","85992","1320742269" +"Santa Cruz Del Quiche","Santa Cruz Del Quiche","15.0333","-91.1333","Guatemala","GT","GTM","Quiché","admin","23618","1320642159" +"Fulacunda","Fulacunda","11.7730","-15.1950","Guinea-Bissau","GW","GNB","","","1311","1624165742" +"Farim","Farim","12.4930","-15.2270","Guinea-Bissau","GW","GNB","Oio","admin","6792","1624753622" +"Bafatá","Bafata","12.1670","-14.6660","Guinea-Bissau","GW","GNB","Bafatá","admin","29704","1624735310" +"Bissau","Bissau","11.8650","-15.5984","Guinea-Bissau","GW","GNB","Bissau","primary","403339","1624168850" +"Bolama","Bolama","11.5830","-15.4828","Guinea-Bissau","GW","GNB","Bolama/Bijagós","admin","10769","1624958412" +"Buba","Buba","11.5889","-14.9958","Guinea-Bissau","GW","GNB","Quinara","admin","","1624903078" +"Cacheu","Cacheu","12.2690","-16.1650","Guinea-Bissau","GW","GNB","Cacheu","admin","10490","1624294223" +"Catió","Catio","11.2167","-15.1667","Guinea-Bissau","GW","GNB","Tombali","admin","9898","1624933572" +"Gabú","Gabu","12.2800","-14.2340","Guinea-Bissau","GW","GNB","Gabú","admin","14430","1624988048" +"Quinhámel","Quinhamel","11.8869","-15.8556","Guinea-Bissau","GW","GNB","Biombo","admin","","1624877378" +"Corriverton","Corriverton","5.9000","-57.1700","Guyana","GY","GUY","East Berbice-Corentyne","","12000","1328276701" +"Georgetown","Georgetown","6.8020","-58.1670","Guyana","GY","GUY","Demerara-Mahaica","primary","264350","1328160906" +"Fort Wellington","Fort Wellington","6.3909","-57.6038","Guyana","GY","GUY","Mahaica-Berbice","admin","","1328483798" +"Bartica","Bartica","6.4104","-58.6300","Guyana","GY","GUY","Cuyuni-Mazaruni","admin","11524","1328806426" +"New Amsterdam","New Amsterdam","6.2500","-57.5300","Guyana","GY","GUY","East Berbice-Corentyne","admin","46874","1328195392" +"Mabaruma","Mabaruma","8.2000","-59.7800","Guyana","GY","GUY","Barima-Waini","admin","2972","1328079873" +"Vreed-en-Hoop","Vreed-en-Hoop","6.8093","-58.1980","Guyana","GY","GUY","Essequibo Islands-West Demerara","admin","","1328178268" +"Mahdia","Mahdia","5.2667","-59.1500","Guyana","GY","GUY","Potaro-Siparuni","admin","","1328358422" +"Linden","Linden","5.9900","-58.2700","Guyana","GY","GUY","Upper Demerara-Berbice","admin","44690","1328531190" +"Lethem","Lethem","3.3900","-59.8000","Guyana","GY","GUY","Upper Takutu-Upper Essequibo","admin","352","1328749920" +"Anna Regina","Anna Regina","7.2704","-58.5001","Guyana","GY","GUY","Pomeroon-Supenaam","","3113","1328787362" +"Anna Regina","Anna Regina","7.2635","-58.4804","Guyana","GY","GUY","Pomeroon-Supenaam","admin","","1328583468" +"Ituni","Ituni","5.4300","-58.2500","Guyana","GY","GUY","Upper Demerara-Berbice","","100","1328501744" +"Hong Kong","Hong Kong","22.3050","114.1850","Hong Kong","HK","HKG","","","7206000","1344982653" +"Tegucigalpa","Tegucigalpa","14.1020","-87.2175","Honduras","HN","HND","Francisco Morazán","primary","946000","1340344059" +"Yoro","Yoro","15.0600","-87.2900","Honduras","HN","HND","Yoro","","15774","1340550354" +"Brus Laguna","Brus Laguna","15.7504","-84.4800","Honduras","HN","HND","Gracias a Dios","","4067","1340003428" +"La Ceiba","La Ceiba","15.7631","-86.7970","Honduras","HN","HND","Atlántida","admin","145926","1340870189" +"Choluteca","Choluteca","13.3007","-87.1908","Honduras","HN","HND","Choluteca","admin","99429","1340256619" +"Trujillo","Trujillo","15.9104","-85.9600","Honduras","HN","HND","Colón","admin","9646","1340756106" +"Comayagua","Comayagua","14.4604","-87.6500","Honduras","HN","HND","Comayagua","admin","71142","1340015594" +"Santa Rosa de Copán","Santa Rosa de Copan","14.7700","-88.7800","Honduras","HN","HND","Copán","admin","35529","1340050563" +"San Pedro Sula","San Pedro Sula","15.5000","-88.0300","Honduras","HN","HND","Cortés","admin","680091","1340568412" +"Yuscarán","Yuscaran","13.9440","-86.8510","Honduras","HN","HND","El Paraíso","admin","2371","1340315181" +"Puerto Lempira","Puerto Lempira","15.2620","-83.7716","Honduras","HN","HND","Gracias a Dios","admin","4856","1340110055" +"La Esperanza","La Esperanza","14.3330","-88.1667","Honduras","HN","HND","Intibucá","admin","5318","1340614286" +"Roatán","Roatan","16.3300","-86.5190","Honduras","HN","HND","Islas de la Bahía","admin","7514","1340163370" +"La Paz","La Paz","14.3200","-87.6840","Honduras","HN","HND","La Paz","admin","17555","1340290947" +"Gracias","Gracias","14.5833","-88.5833","Honduras","HN","HND","Lempira","admin","7909","1340141391" +"Nueva Ocotepeque","Nueva Ocotepeque","14.4370","-89.1820","Honduras","HN","HND","Ocotepeque","admin","8780","1340380637" +"Juticalpa","Juticalpa","14.6704","-86.2300","Honduras","HN","HND","Olancho","admin","37442","1340411203" +"Santa Bárbara","Santa Barbara","14.9190","-88.2360","Honduras","HN","HND","Santa Bárbara","admin","15119","1340312026" +"Nacaome","Nacaome","13.5300","-87.4900","Honduras","HN","HND","Valle","admin","47000","1340964186" +"Yoro","Yoro","15.1375","-87.1278","Honduras","HN","HND","Yoro","admin","","1340638121" +"Šibenik","Sibenik","43.7272","15.9058","Croatia","HR","HRV","Šibensko-Kninska Županija","admin","37112","1191444936" +"Slavonski Brod","Slavonski Brod","45.1603","18.0156","Croatia","HR","HRV","Brodsko-Posavska Županija","admin","97718","1191097030" +"Požega","Pozega","45.3403","17.6853","Croatia","HR","HRV","Požeško-Slavonska Županija","admin","","1191353181" +"Virovitica","Virovitica","45.8319","17.3839","Croatia","HR","HRV","Virovitičko-Podravska Županija","admin","","1191128636" +"Rijeka","Rijeka","45.3300","14.4500","Croatia","HR","HRV","Primorsko-Goranska Županija","admin","170992","1191949063" +"Krapina","Krapina","46.1608","15.8789","Croatia","HR","HRV","Krapinsko-Zagorska Županija","admin","","1191389404" +"Dubrovnik","Dubrovnik","42.6609","18.0914","Croatia","HR","HRV","Dubrovačko-Neretvanska Županija","admin","36994","1191004286" +"Sisak","Sisak","45.4661","16.3783","Croatia","HR","HRV","Sisačko-Moslavačka Županija","admin","","1191526652" +"Osijek","Osijek","45.5504","18.6800","Croatia","HR","HRV","Osječko-Baranjska Županija","admin","95077","1191917921" +"Koprivnica","Koprivnica","46.1628","16.8275","Croatia","HR","HRV","Koprivničko-Križevačka Županija","admin","","1191924250" +"Čakovec","Cakovec","46.3844","16.4339","Croatia","HR","HRV","Međimurska Županija","admin","","1191424625" +"Vukovar","Vukovar","45.3433","18.9997","Croatia","HR","HRV","Vukovarsko-Srijemska Županija","admin","","1191345427" +"Zadar","Zadar","44.1201","15.2623","Croatia","HR","HRV","Zadarska Županija","admin","71258","1191160875" +"Gospić","Gospic","44.5461","15.3747","Croatia","HR","HRV","Ličko-Senjska Županija","admin","","1191887616" +"Varaždin","Varazdin","46.3044","16.3378","Croatia","HR","HRV","Varaždinska Županija","admin","","1191291148" +"Split","Split","43.5204","16.4700","Croatia","HR","HRV","Splitsko-Dalmatinska Županija","admin","214741","1191440208" +"Pazin","Pazin","45.2403","13.9367","Croatia","HR","HRV","Istarska Županija","admin","","1191654566" +"Zagreb","Zagreb","45.8000","16.0000","Croatia","HR","HRV","Zagreb, Grad","primary","722526","1191233290" +"Karlovac","Karlovac","45.4872","15.5478","Croatia","HR","HRV","Karlovačka Županija","admin","55063","1191133986" +"Bjelovar","Bjelovar","45.8986","16.8489","Croatia","HR","HRV","Bjelovarsko-Bilogorska Županija","admin","","1191340640" +"Pula","Pula","44.8687","13.8481","Croatia","HR","HRV","Istarska Županija","minor","61599","1191143009" +"Port-au-Prince","Port-au-Prince","18.5410","-72.3360","Haiti","HT","HTI","Ouest","primary","1998000","1332401940" +"Port-De-Paix","Port-De-Paix","19.9318","-72.8295","Haiti","HT","HTI","Nord-Ouest","admin","34657","1332536650" +"Cap-Haïtien","Cap-Haitien","19.7592","-72.2125","Haiti","HT","HTI","Nord","admin","281487","1332333795" +"Gonaïves","Gonaives","19.4504","-72.6832","Haiti","HT","HTI","Artibonite","admin","166678","1332384588" +"Hinche","Hinche","19.1430","-72.0040","Haiti","HT","HTI","Centre","admin","18590","1332748356" +"Fort-Liberté","Fort-Liberte","19.6656","-71.8448","Haiti","HT","HTI","Nord-Est","admin","11465","1332603160" +"Jacmel","Jacmel","18.2350","-72.5370","Haiti","HT","HTI","Sud-Est","admin","33563","1332314393" +"Miragoâne","Miragoane","18.4411","-73.0883","Haiti","HT","HTI","Nippes","admin","","1332665283" +"Les Cayes","Les Cayes","18.2004","-73.7500","Haiti","HT","HTI","Sud","admin","175457","1332587854" +"Jérémie","Jeremie","18.6339","-74.1184","Haiti","HT","HTI","Grand’Anse","admin","30917","1332612037" +"Szolnok","Szolnok","47.1864","20.1794","Hungary","HU","HUN","Jász-Nagykun-Szolnok","admin","109261","1348287339" +"Hódmezővásárhely","Hodmezovasarhely","46.4167","20.3333","Hungary","HU","HUN","Csongrád","admin","","1348676241" +"Nagykanizsa","Nagykanizsa","46.5142","16.9717","Hungary","HU","HUN","Zala","admin","","1348509592" +"Nyíregyháza","Nyiregyhaza","47.9653","21.7187","Hungary","HU","HUN","Szabolcs-Szatmár-Bereg","admin","176880","1348653343" +"Budapest","Budapest","47.5000","19.0833","Hungary","HU","HUN","Budapest","primary","1679000","1348611435" +"Békéscsaba","Bekescsaba","46.6720","21.1010","Hungary","HU","HUN","Békés","admin","65206","1348329493" +"Eger","Eger","46.4000","17.5833","Hungary","HU","HUN","Somogy","admin","","1348314005" +"Zalaegerszeg","Zalaegerszeg","46.8440","16.8400","Hungary","HU","HUN","Zala","admin","61898","1348293073" +"Szeged","Szeged","46.2504","20.1500","Hungary","HU","HUN","Szeged","admin","187765","1348655615" +"Kaposvár","Kaposvar","46.3670","17.8000","Hungary","HU","HUN","Somogy","admin","108528","1348114190" +"Sopron","Sopron","47.6833","16.6000","Hungary","HU","HUN","Győr-Moson-Sopron","admin","","1348988570" +"Kecskemét","Kecskemet","46.9000","19.7000","Hungary","HU","HUN","Bács-Kiskun","admin","113895","1348900171" +"Debrecen","Debrecen","47.5305","21.6300","Hungary","HU","HUN","Debrecen","admin","231286","1348460698" +"Miskolc","Miskolc","48.1004","20.7800","Hungary","HU","HUN","Miskolc","admin","247757","1348668815" +"Szombathely","Szombathely","47.2253","16.6287","Hungary","HU","HUN","Vas","admin","109518","1348565183" +"Dunaújváros","Dunaujvaros","46.9807","18.9327","Hungary","HU","HUN","Fejér","admin","","1348928583" +"Veszprém","Veszprem","47.0910","17.9110","Hungary","HU","HUN","Veszprém","admin","62023","1348279762" +"Salgótarján","Salgotarjan","48.1050","19.8260","Hungary","HU","HUN","Nógrád","admin","39640","1348290189" +"Székesfehérvár","Szekesfehervar","47.1947","18.4081","Hungary","HU","HUN","Fejér","admin","144319","1348968301" +"Győr","Gyor","47.7004","17.6300","Hungary","HU","HUN","Győr","admin","136081","1348507878" +"Tatabánya","Tatabanya","47.5500","18.4330","Hungary","HU","HUN","Komárom-Esztergom","admin","70541","1348450358" +"Pécs","Pecs","46.0804","18.2200","Hungary","HU","HUN","Pécs","admin","186262","1348611992" +"Szekszárd","Szekszard","46.3440","18.7130","Hungary","HU","HUN","Tolna","admin","34174","1348026284" +"Eger","Eger","47.8950","20.3830","Hungary","HU","HUN","Heves","admin","56647","1348559499" +"Vác","Vac","47.7837","19.1332","Hungary","HU","HUN","Pest","minor","35293","1348810997" +"Sukabumi","Sukabumi","-6.9096","106.9000","Indonesia","ID","IDN","Jawa Barat","","276414","1360447543" +"Surakarta","Surakarta","-7.5650","110.8250","Indonesia","ID","IDN","Jawa Tengah","","555308","1360853933" +"Bogor","Bogor","-6.5700","106.7500","Indonesia","ID","IDN","Jawa Barat","","918000","1360771925" +"Magelang","Magelang","-7.4696","110.1800","Indonesia","ID","IDN","Jawa Tengah","","111461","1360065728" +"Majene","Majene","-3.5336","118.9660","Indonesia","ID","IDN","Sulawesi Barat","minor","272377","1360498576" +"Ende","Ende","-8.8623","121.6489","Indonesia","ID","IDN","Nusa Tenggara Timur","minor","77205","1360796329" +"Maumere","Maumere","-8.6189","122.2123","Indonesia","ID","IDN","Nusa Tenggara Timur","minor","104285","1360776014" +"Kediri","Kediri","-7.7896","112.0000","Indonesia","ID","IDN","Jawa Timur","","235143","1360498846" +"Sibolga","Sibolga","1.7500","98.8000","Indonesia","ID","IDN","Sumatera Utara","","217312","1360021193" +"Binjai","Binjai","3.6204","98.5001","Indonesia","ID","IDN","Sumatera Utara","","564979","1360884608" +"Tebingtinggi","Tebingtinggi","3.3304","99.1300","Indonesia","ID","IDN","Sumatera Utara","","268043","1360386781" +"Lhokseumawe","Lhokseumawe","5.1914","97.1415","Indonesia","ID","IDN","Aceh","","140322","1360418625" +"Bekasi","Bekasi","-6.2173","106.9723","Indonesia","ID","IDN","Jawa Barat","","2378211","1360006015" +"Malang","Malang","-7.9800","112.6100","Indonesia","ID","IDN","Jawa Timur","","805000","1360141408" +"Pakalongan","Pakalongan","-6.8796","109.6700","Indonesia","ID","IDN","Jawa Tengah","","272000","1360039434" +"Madiun","Madiun","-7.6346","111.5150","Indonesia","ID","IDN","Jawa Timur","","186099","1360921516" +"Tegal","Tegal","-6.8696","109.1200","Indonesia","ID","IDN","Jawa Tengah","","237084","1360035814" +"Cirebon","Cirebon","-6.7333","108.5666","Indonesia","ID","IDN","Jawa Barat","","254298","1360011375" +"Medan","Medan","3.5800","98.6500","Indonesia","ID","IDN","Sumatera Utara","admin","2115000","1360543171" +"Salatiga","Salatiga","-7.3095","110.4901","Indonesia","ID","IDN","Jawa Tengah","","176000","1360433768" +"Poso","Poso","-1.3896","120.7600","Indonesia","ID","IDN","Sulawesi Tengah","minor","47110","1360727615" +"Surabaya","Surabaya","-7.2492","112.7508","Indonesia","ID","IDN","Jawa Timur","admin","2845000","1360484663" +"Jakarta","Jakarta","-6.1744","106.8294","Indonesia","ID","IDN","Jakarta","primary","9125000","1360771077" +"Pematangsiantar","Pematangsiantar","2.9614","99.0615","Indonesia","ID","IDN","Sumatera Utara","","341200","1360769496" +"Probolinggo","Probolinggo","-7.7496","113.1500","Indonesia","ID","IDN","Jawa Timur","","181656","1360138476" +"Pasuruan","Pasuruan","-7.6296","112.9000","Indonesia","ID","IDN","Jawa Timur","","500000","1360084806" +"Mojokerto","Mojokerto","-7.4696","112.4300","Indonesia","ID","IDN","Jawa Timur","","112557","1360053101" +"Baubau","Baubau","-5.4699","122.6163","Indonesia","ID","IDN","Sulawesi Tenggara","","24412","1360789994" +"Parepare","Parepare","-4.0167","119.6333","Indonesia","ID","IDN","Sulawesi Selatan","","87776","1360021476" +"Blitar","Blitar","-8.0696","112.1500","Indonesia","ID","IDN","Jawa Timur","","132416","1360011677" +"Watampone","Watampone","-4.5328","120.3334","Indonesia","ID","IDN","Sulawesi Selatan","minor","81629","1360956480" +"Raba","Raba","-8.4500","118.7666","Indonesia","ID","IDN","Nusa Tenggara Barat","minor","106101","1360014952" +"Tuban","Tuban","-6.8995","112.0500","Indonesia","ID","IDN","Jawa Timur","minor","76242","1360482232" +"Pati","Pati","-6.7415","111.0347","Indonesia","ID","IDN","Jawa Tengah","minor","122785","1360407556" +"Kotabumi","Kotabumi","-4.8333","104.9000","Indonesia","ID","IDN","Lampung","minor","42366","1360992670" +"Denpasar","Denpasar","-8.6500","115.2200","Indonesia","ID","IDN","Bali","admin","732344","1360848527" +"Kuta","Kuta","-8.7151","115.1841","Indonesia","ID","IDN","Bali","","30012","1360003468" +"Biak","Biak","-1.1615","136.0485","Indonesia","ID","IDN","Papua","minor","103610","1360911386" +"Perabumulih","Perabumulih","-3.4432","104.2315","Indonesia","ID","IDN","Sumatera Selatan","minor","103470","1360148993" +"Sungaipenuh","Sungaipenuh","-2.0631","101.3964","Indonesia","ID","IDN","Jambi","","95913","1360337679" +"Manado","Manado","1.4800","124.8500","Indonesia","ID","IDN","Sulawesi Utara","admin","451893","1360771278" +"Timika","Timika","-4.5496","136.8900","Indonesia","ID","IDN","Papua","","26021","1360525797" +"Amahai","Amahai","-3.3281","128.9405","Indonesia","ID","IDN","Maluku","minor","47653","1360767250" +"Telukbutun","Telukbutun","4.2170","108.2000","Indonesia","ID","IDN","Kepulauan Riau","","140","1360984658" +"Sampit","Sampit","-2.5329","112.9500","Indonesia","ID","IDN","Kalimantan Tengah","minor","92710","1360020231" +"Martapura","Martapura","-3.4135","114.8365","Indonesia","ID","IDN","Kalimantan Selatan","minor","198239","1360139854" +"Jambi","Jambi","-1.5900","103.6100","Indonesia","ID","IDN","Jambi","admin","457090","1360645580" +"Tanjungpandan","Tanjungpandan","-2.7500","107.6500","Indonesia","ID","IDN","Kepulauan Bangka Belitung","minor","62374","1360732632" +"Sumenep","Sumenep","-7.0049","113.8496","Indonesia","ID","IDN","Jawa Timur","minor","84656","1360439354" +"Tarakan","Tarakan","3.3000","117.6330","Indonesia","ID","IDN","Kalimantan Utara","","193069","1360080072" +"Sorong","Sorong","-0.8554","131.2850","Indonesia","ID","IDN","Papua Barat","","125535","1360018780" +"Singkawang","Singkawang","0.9120","108.9655","Indonesia","ID","IDN","Kalimantan Barat","","248012","1360906363" +"Bukittinggi","Bukittinggi","-0.3031","100.3615","Indonesia","ID","IDN","Sumatera Barat","","506964","1360552560" +"Tasikmalaya","Tasikmalaya","-7.3254","108.2147","Indonesia","ID","IDN","Jawa Barat","","271143","1360027771" +"Sawahlunto","Sawahlunto","-0.6663","100.7833","Indonesia","ID","IDN","Sumatera Barat","","50354","1360188622" +"Langsa","Langsa","4.6736","97.9664","Indonesia","ID","IDN","Aceh","","117256","1360337304" +"Ruteng","Ruteng","-8.6118","120.4698","Indonesia","ID","IDN","Nusa Tenggara Timur","minor","53976","1360084520" +"Merauke","Merauke","-8.4932","140.4018","Indonesia","ID","IDN","Papua","minor","34412","1360904439" +"Banyuwangi","Banyuwangi","-8.1950","114.3696","Indonesia","ID","IDN","Jawa Timur","minor","172424","1360008480" +"Jember","Jember","-8.1727","113.6873","Indonesia","ID","IDN","Jawa Timur","minor","298585","1360316553" +"Nabire","Nabire","-3.3515","135.5134","Indonesia","ID","IDN","Papua","minor","43898","1360322221" +"Lahat","Lahat","-3.8000","103.5333","Indonesia","ID","IDN","Sumatera Selatan","minor","65906","1360094721" +"Cilacap","Cilacap","-7.7188","109.0154","Indonesia","ID","IDN","Jawa Tengah","minor","1174964","1360503809" +"Indramayu","Indramayu","-6.3356","108.3190","Indonesia","ID","IDN","Jawa Barat","minor","123263","1360004807" +"Praya","Praya","-8.7223","116.2923","Indonesia","ID","IDN","Nusa Tenggara Barat","minor","35183","1360664646" +"Waingapu","Waingapu","-9.6582","120.2530","Indonesia","ID","IDN","Nusa Tenggara Timur","minor","48828","1360882365" +"Ternate","Ternate","0.7930","127.3630","Indonesia","ID","IDN","Maluku Utara","","187521","1360041663" +"Kualakapuas","Kualakapuas","-3.0996","114.3500","Indonesia","ID","IDN","Kalimantan Tengah","minor","35632","1360858401" +"Balikpapan","Balikpapan","-1.2500","116.8300","Indonesia","ID","IDN","Kalimantan Timur","","445905","1360500922" +"Bontang","Bontang","0.1333","117.5000","Indonesia","ID","IDN","Kalimantan Timur","","101691","1360692406" +"Singaraja","Singaraja","-8.1152","115.0944","Indonesia","ID","IDN","Bali","minor","234468","1360426282" +"Pinrang","Pinrang","-3.7857","119.6522","Indonesia","ID","IDN","Sulawesi Selatan","minor","182731","1360941841" +"Makale","Makale","-3.0968","119.8531","Indonesia","ID","IDN","Sulawesi Selatan","minor","9960","1360576738" +"Palopo","Palopo","-3.0999","120.2363","Indonesia","ID","IDN","Sulawesi Selatan","","2444","1360740288" +"Luwuk","Luwuk","-0.9396","122.7900","Indonesia","ID","IDN","Sulawesi Tengah","minor","47778","1360727028" +"Tarutung","Tarutung","2.0171","98.9667","Indonesia","ID","IDN","Sumatera Utara","minor","1305","1360333240" +"Padangsidempuan","Padangsidempuan","1.3887","99.2734","Indonesia","ID","IDN","Sumatera Utara","","266882","1360506609" +"Padangpanjang","Padangpanjang","-0.4496","100.4167","Indonesia","ID","IDN","Sumatera Barat","","44096","1360231049" +"Ambon","Ambon","-3.7167","128.2000","Indonesia","ID","IDN","Maluku","admin","355596","1360756802" +"Padang","Padang","-0.9600","100.3600","Indonesia","ID","IDN","Sumatera Barat","admin","855000","1360900986" +"Banda Aceh","Banda Aceh","5.5500","95.3200","Indonesia","ID","IDN","Aceh","admin","513698","1360353144" +"Bandar Lampung","Bandar Lampung","-5.4300","105.2700","Indonesia","ID","IDN","Lampung","admin","865000","1360243491" +"Bandung","Bandung","-6.9500","107.5700","Indonesia","ID","IDN","Jawa Barat","admin","2394000","1360313023" +"Bandjarmasin","Bandjarmasin","-3.3300","114.5801","Indonesia","ID","IDN","Kalimantan Selatan","admin","603576","1360685223" +"Bengkulu","Bengkulu","-3.8000","102.2700","Indonesia","ID","IDN","Bengkulu","admin","426673","1360191448" +"Gorontalo","Gorontalo","0.5500","123.0700","Indonesia","ID","IDN","Gorontalo","admin","365497","1360408580" +"Jayapura","Jayapura","-2.5330","140.7000","Indonesia","ID","IDN","Papua","admin","169341","1360517692" +"Kendari","Kendari","-3.9553","122.5973","Indonesia","ID","IDN","Sulawesi Tenggara","admin","165377","1360992102" +"Kupang","Kupang","-10.1787","123.5830","Indonesia","ID","IDN","Nusa Tenggara Timur","admin","282396","1360696757" +"Ujungpandang","Ujungpandang","-5.1400","119.4320","Indonesia","ID","IDN","Sulawesi Selatan","admin","1262000","1360051337" +"Mamuju","Mamuju","-2.6806","118.8861","Indonesia","ID","IDN","Sulawesi Barat","admin","","1360687242" +"Manokwari","Manokwari","-0.8711","134.0693","Indonesia","ID","IDN","Papua Barat","admin","74504","1360451991" +"Palangkaraya","Palangkaraya","-2.2096","113.9100","Indonesia","ID","IDN","Kalimantan Tengah","admin","148289","1360268553" +"Palembang","Palembang","-2.9800","104.7500","Indonesia","ID","IDN","Sumatera Selatan","admin","1749000","1360902897" +"Palu","Palu","-0.9070","119.8330","Indonesia","ID","IDN","Sulawesi Tengah","admin","612445","1360518272" +"Pangkalpinang","Pangkalpinang","-2.0800","106.1500","Indonesia","ID","IDN","Kepulauan Bangka Belitung","admin","125933","1360901919" +"Pekanbaru","Pekanbaru","0.5650","101.4250","Indonesia","ID","IDN","Riau","admin","799000","1360422679" +"Pontianak","Pontianak","-0.0300","109.3200","Indonesia","ID","IDN","Kalimantan Barat","admin","607311","1360992394" +"Samarinda","Samarinda","-0.5000","117.1500","Indonesia","ID","IDN","Kalimantan Timur","admin","592228","1360684979" +"Semarang","Semarang","-6.9666","110.4200","Indonesia","ID","IDN","Jawa Tengah","admin","1396000","1360745537" +"Serang","Serang","-6.1100","106.1496","Indonesia","ID","IDN","Banten","admin","164767","1360329102" +"Tanjung Selor","Tanjung Selor","2.8375","117.3653","Indonesia","ID","IDN","Kalimantan Utara","admin","","1360029270" +"Tanjungpinang","Tanjungpinang","0.9168","104.4714","Indonesia","ID","IDN","Kepulauan Riau","admin","226666","1360990589" +"Yogyakarta","Yogyakarta","-7.7800","110.3750","Indonesia","ID","IDN","Yogyakarta","admin","636660","1360384833" +"Mataram","Mataram","-8.5795","116.1350","Indonesia","ID","IDN","Nusa Tenggara Barat","admin","499409","1360021952" +"Sofifi","Sofifi","0.7373","127.5588","Indonesia","ID","IDN","Maluku Utara","admin","","1360431437" +"Tidore","Tidore","0.6964","127.4360","Indonesia","ID","IDN","Maluku Utara","","60611","1360827216" +"Sligo","Sligo","54.2671","-8.4833","Ireland","IE","IRL","Sligo","admin","20228","1372185807" +"Mullingar","Mullingar","53.5333","-7.3500","Ireland","IE","IRL","Westmeath","admin","","1372969205" +"Drogheda","Drogheda","53.7193","-6.3478","Ireland","IE","IRL","Louth","","36533","1372750233" +"Dundalk","Dundalk","54.0004","-6.4167","Ireland","IE","IRL","Louth","admin","38884","1372735852" +"Muineachan","Muineachan","54.2500","-6.9667","Ireland","IE","IRL","Monaghan","","5937","1372399438" +"Port Laoise","Port 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","","369991","1356110350" +"Salem","Salem","11.6700","78.1801","India","IN","IND","Tamil Nādu ","","873000","1356567087" +"Tiruchirappalli","Tiruchirappalli","10.8100","78.6900","India","IN","IND","Tamil Nādu ","","951000","1356884472" +"Madurai","Madurai","9.9200","78.1200","India","IN","IND","Tamil Nādu ","","1294000","1356257289" +"Cuddalore","Cuddalore","11.7204","79.7700","India","IN","IND","Tamil Nādu ","","158569","1356544008" +"Dindigul","Dindigul","10.3800","78.0000","India","IN","IND","Tamil Nādu ","","200797","1356106153" +"Mandali","Mandali","33.7436","45.5464","Iraq","IQ","IRQ","Diyālá","","29785","1368763045" +"Baghdad","Baghdad","33.3386","44.3939","Iraq","IQ","IRQ","Baghdād","primary","5054000","1368596238" +"As Sulaymaniyah","As Sulaymaniyah","35.5613","45.4309","Iraq","IQ","IRQ","As Sulaymānīyah","admin","723170","1368735317" +"As Samawah","As Samawah","31.3099","45.2803","Iraq","IQ","IRQ","Al Muthanná","admin","174978","1368246912" +"Ash Shatrah","Ash 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Qār","admin","451547","1368273311" +"Basra","Basra","30.5135","47.8136","Iraq","IQ","IRQ","Al Başrah","admin","870000","1368714645" +"Zakho","Zakho","37.1445","42.6872","Iraq","IQ","IRQ","Dahūk","minor","134863","1368905231" +"Irbil","Irbil","36.1790","44.0086","Iraq","IQ","IRQ","Arbīl","admin","926000","1368578192" +"Bojnurd","Bojnurd","37.4700","57.3200","Iran","IR","IRN","Khorāsān-e Shomālī","admin","208582","1364981174" +"Mahabad","Mahabad","36.7704","45.7200","Iran","IR","IRN","Āz̄arbāyjān-e Gharbī","","162434","1364192213" +"Ardabil","Ardabil","38.2500","48.3000","Iran","IR","IRN","Ardabīl","admin","414603","1364437616" +"Isfahan","Isfahan","32.7000","51.7000","Iran","IR","IRN","Eşfahān","admin","1628000","1364023865" +"Urmia","Urmia","37.5300","45.0000","Iran","IR","IRN","Āz̄arbāyjān-e Gharbī","admin","577307","1364158221" +"Zahedan","Zahedan","29.5000","60.8300","Iran","IR","IRN","Sīstān va Balūchestān","admin","598887","1364072353" 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+"Selfoss","Selfoss","63.9334","-20.9969","Iceland","IS","ISL","","","6275","1352214400" +"Venice","Venice","45.4387","12.3350","Italy","IT","ITA","Veneto","admin","270816","1380660414" +"Trento","Trento","46.0804","11.1200","Italy","IT","ITA","Trentino-Alto Adige","admin","107808","1380953307" +"Cagliari","Cagliari","39.2224","9.1040","Italy","IT","ITA","Sardegna","admin","291511","1380685705" +"Rome","Rome","41.8960","12.4833","Italy","IT","ITA","Lazio","primary","3339000","1380382862" +"Trieste","Trieste","45.6504","13.8000","Italy","IT","ITA","Friuli-Venezia Giulia","admin","216035","1380102581" +"Palermo","Palermo","38.1250","13.3500","Italy","IT","ITA","Sicilia","admin","863000","1380428434" +"Marsala","Marsala","37.8054","12.4387","Italy","IT","ITA","Sicilia","","77784","1380770056" +"Campobasso","Campobasso","41.5630","14.6560","Italy","IT","ITA","Molise","admin","50762","1380959273" +"L'Aquila","L'Aquila","42.3504","13.3900","Italy","IT","ITA","Abruzzo","admin","68503","1380218474" +"Civitavecchia","Civitavecchia","42.1004","11.8000","Italy","IT","ITA","Lazio","","61316","1380282443" +"Catanzaro","Catanzaro","38.9004","16.6000","Italy","IT","ITA","Calabria","admin","95251","1380650072" +"Genoa","Genoa","44.4100","8.9300","Italy","IT","ITA","Liguria","admin","647497","1380716540" +"Ancona","Ancona","43.6004","13.4999","Italy","IT","ITA","Marche","admin","100507","1380597324" +"Bologna","Bologna","44.5004","11.3400","Italy","IT","ITA","Emilia-Romagna","admin","488172","1380202039" +"Potenza","Potenza","40.6420","15.7990","Italy","IT","ITA","Basilicata","admin","69060","1380649430" +"Bari","Bari","41.1142","16.8728","Italy","IT","ITA","Puglia","admin","500577","1380991126" +"Milan","Milan","45.4700","9.2050","Italy","IT","ITA","Lombardy","admin","2945000","1380724377" +"Turin","Turin","45.0704","7.6700","Italy","IT","ITA","Piedmont","admin","1652000","1380244627" +"Naples","Naples","40.8400","14.2450","Italy","IT","ITA","Campania","admin","2250000","1380646673" +"Florence","Florence","43.7800","11.2500","Italy","IT","ITA","Tuscany","admin","1500000","1380726561" +"Aosta","Aosta","45.7370","7.3150","Italy","IT","ITA","Valle d’Aosta","admin","34062","1380291310" +"Perugia","Perugia","43.1104","12.3900","Italy","IT","ITA","Umbria","admin","149125","1380939013" +"Como","Como","45.8100","9.0800","Italy","IT","ITA","Lombardy","minor","250000","1380994905" +"Novara","Novara","45.4500","8.6200","Italy","IT","ITA","Piedmont","minor","100910","1380911437" +"Asti","Asti","44.9300","8.2100","Italy","IT","ITA","Piedmont","minor","71276","1380024585" +"Sassari","Sassari","40.7300","8.5700","Italy","IT","ITA","Sardegna","minor","120729","1380371433" +"Olbia","Olbia","40.9143","9.5151","Italy","IT","ITA","Sardegna","minor","45366","1380424474" +"Modena","Modena","44.6500","10.9200","Italy","IT","ITA","Emilia-Romagna","minor","175502","1380306270" +"Ferrara","Ferrara","44.8504","11.6099","Italy","IT","ITA","Emilia-Romagna","minor","130992","1380682411" +"Ravenna","Ravenna","44.4204","12.2200","Italy","IT","ITA","Emilia-Romagna","minor","134631","1380964180" +"Treviso","Treviso","45.6700","12.2400","Italy","IT","ITA","Veneto","minor","177309","1380900516" +"Verona","Verona","45.4404","10.9900","Italy","IT","ITA","Veneto","minor","347459","1380324879" +"Udine","Udine","46.0700","13.2400","Italy","IT","ITA","Friuli-Venezia Giulia","minor","119009","1380396446" +"Bolzano","Bolzano","46.5004","11.3600","Italy","IT","ITA","Trentino-Alto Adige","minor","95895","1380677819" +"Bergamo","Bergamo","45.7004","9.6700","Italy","IT","ITA","Lombardy","minor","200000","1380253521" +"Salerno","Salerno","40.6804","14.7699","Italy","IT","ITA","Campania","minor","954265","1380863448" +"Pescara","Pescara","42.4554","14.2187","Italy","IT","ITA","Abruzzo","minor","314789","1380000966" +"Arezzo","Arezzo","43.4617","11.8750","Italy","IT","ITA","Tuscany","minor","91589","1380418355" +"Siena","Siena","43.3170","11.3500","Italy","IT","ITA","Tuscany","minor","52625","1380088439" +"Livorno","Livorno","43.5511","10.3023","Italy","IT","ITA","Tuscany","minor","156274","1380159305" +"Pisa","Pisa","43.7205","10.4000","Italy","IT","ITA","Tuscany","minor","203336","1380310225" +"Parma","Parma","44.8104","10.3200","Italy","IT","ITA","Emilia-Romagna","minor","166011","1380655938" +"Catania","Catania","37.5000","15.0800","Italy","IT","ITA","Sicilia","minor","674542","1380562508" +"Messina","Messina","38.2005","15.5500","Italy","IT","ITA","Sicilia","minor","252026","1380622386" +"Ragusa","Ragusa","36.9300","14.7300","Italy","IT","ITA","Sicilia","minor","68956","1380117871" +"Siracusa","Siracusa","37.0704","15.2900","Italy","IT","ITA","Sicilia","minor","123657","1380071816" +"Reggio di Calabria","Reggio di Calabria","38.1150","15.6414","Italy","IT","ITA","Calabria","minor","180353","1380630212" +"Vibo Valentia","Vibo Valentia","38.6666","16.1000","Italy","IT","ITA","Calabria","minor","33957","1380359147" +"Crotone","Crotone","39.0833","17.1233","Italy","IT","ITA","Calabria","minor","60010","1380444441" +"Foggia","Foggia","41.4605","15.5600","Italy","IT","ITA","Puglia","minor","155203","1380084447" +"Barletta","Barletta","41.3200","16.2700","Italy","IT","ITA","Puglia","minor","107830","1380940717" +"Taranto","Taranto","40.5084","17.2300","Italy","IT","ITA","Puglia","minor","202033","1380707445" +"Brindisi","Brindisi","40.6403","17.9300","Italy","IT","ITA","Puglia","minor","104437","1380201254" +"Lecce","Lecce","40.3604","18.1500","Italy","IT","ITA","Puglia","minor","162582","1380057273" +"Benevento","Benevento","41.1337","14.7500","Italy","IT","ITA","Campania","minor","61791","1380723198" +"Caserta","Caserta","41.0600","14.3374","Italy","IT","ITA","Campania","minor","250000","1380614087" +"Saint Helier","Saint Helier","49.1833","-2.1000","Jersey","JE","JEY","","primary","","1832490253" +"Port Morant","Port Morant","17.8910","-76.3290","Jamaica","JM","JAM","Saint Thomas","","11536","1388362870" +"Kingston","Kingston","17.9771","-76.7674","Jamaica","JM","JAM","","primary","937700","1388709177" +"Black River","Black River","18.0310","-77.8520","Jamaica","JM","JAM","Saint Elizabeth","admin","4229","1388022504" +"Falmouth","Falmouth","18.4796","-77.6560","Jamaica","JM","JAM","Trelawny","admin","7779","1388625979" +"Lucea","Lucea","18.4430","-78.1790","Jamaica","JM","JAM","Hanover","admin","6289","1388423676" +"Mandeville","Mandeville","18.0330","-77.5000","Jamaica","JM","JAM","Manchester","admin","47115","1388493847" +"May Pen","May Pen","17.9666","-77.2333","Jamaica","JM","JAM","Clarendon","admin","135142","1388671677" +"Montego Bay","Montego Bay","18.4667","-77.9167","Jamaica","JM","JAM","Saint James","admin","126008","1388955058" +"Morant Bay","Morant Bay","17.8814","-76.4093","Jamaica","JM","JAM","Saint Thomas","admin","","1388124588" +"Port Antonio","Port Antonio","18.1590","-76.3800","Jamaica","JM","JAM","Portland","admin","14400","1388024275" +"Port Maria","Port Maria","18.3770","-76.9000","Jamaica","JM","JAM","Saint Mary","admin","7906","1388155945" +"St. Ann's Bay","St. Ann's Bay","18.4326","-77.1995","Jamaica","JM","JAM","Saint Ann","admin","13671","1388256334" +"Savanna-la-Mar","Savanna-la-Mar","18.1640","-77.9480","Jamaica","JM","JAM","Westmoreland","admin","30000","1388690384" +"Spanish Town","Spanish Town","17.9833","-76.9500","Jamaica","JM","JAM","Saint Catherine","admin","432704","1388689196" +"Half Way Tree","Half Way Tree","18.0333","-76.8000","Jamaica","JM","JAM","Saint Andrew","admin","96494","1388715163" +"‘Ajlūn","`Ajlun","32.3333","35.7528","Jordan","JO","JOR","‘Ajlūn","admin","","1400775371" +"Amman","Amman","31.9500","35.9333","Jordan","JO","JOR","Al ‘Āşimah","primary","1060000","1400522593" +"Ma'an","Ma'an","30.1920","35.7360","Jordan","JO","JOR","Ma‘ān","admin","50350","1400670443" +"Al Aqabah","Al Aqabah","29.5270","35.0777","Jordan","JO","JOR","Al ‘Aqabah","admin","95048","1400618058" +"Al Mafraq","Al Mafraq","32.2833","36.2333","Jordan","JO","JOR","Al Mafraq","admin","57118","1400040712" +"Irbid","Irbid","32.5500","35.8500","Jordan","JO","JOR","Irbid","admin","650000","1400221568" +"As Salt","As Salt","32.0392","35.7272","Jordan","JO","JOR","Al Balqā’","admin","140689","1400470384" +"Jarash","Jarash","32.2808","35.8993","Jordan","JO","JOR","Jarash","admin","","1400505859" +"Az Zarqa","Az Zarqa","32.0700","36.1000","Jordan","JO","JOR","Az Zarqā’","admin","894691","1400161837" +"Al Karak","Al Karak","31.1851","35.7047","Jordan","JO","JOR","Al Karak","admin","80062","1400073941" +"At Tafilah","At Tafilah","30.8333","35.6000","Jordan","JO","JOR","Aţ Ţafīlah","admin","25429","1400134505" +"Mādabā","Madaba","31.7160","35.7939","Jordan","JO","JOR","Ma’dabā","admin","","1400962992" +"Muroran","Muroran","42.3500","140.9800","Japan","JP","JPN","Hokkaidō","","155676","1392259868" +"Iwaki","Iwaki","37.0553","140.8900","Japan","JP","JPN","Fukushima","","357309","1392158088" +"Sakata","Sakata","38.9200","139.8501","Japan","JP","JPN","Yamagata","","100446","1392418961" +"Tottori","Tottori","35.5004","134.2333","Japan","JP","JPN","Tottori","","154098","1392416969" +"Maizuru","Maizuru","35.4504","135.3333","Japan","JP","JPN","Kyōto","","92465","1392353780" +"Hamamatsu","Hamamatsu","34.7181","137.7327","Japan","JP","JPN","Shizuoka","","977023","1392174500" +"Takaoka","Takaoka","36.6700","137.0000","Japan","JP","JPN","Toyama","","170077","1392754231" +"Asahikawa","Asahikawa","43.7550","142.3800","Japan","JP","JPN","Hokkaidō","","356612","1392380358" +"Tsuruoka","Tsuruoka","38.7004","139.8302","Japan","JP","JPN","Yamagata","","99820","1392935450" +"Otaru","Otaru","43.1887","140.9783","Japan","JP","JPN","Hokkaidō","","143792","1392240421" +"Kawagoe","Kawagoe","35.9177","139.4911","Japan","JP","JPN","Saitama","","337931","1392825080" +"Hachiōji","Hachioji","35.6577","139.3261","Japan","JP","JPN","Tōkyō","","579399","1392172935" +"Hirosaki","Hirosaki","40.5700","140.4700","Japan","JP","JPN","Aomori","","174972","1392794397" +"Kure","Kure","34.2510","132.5656","Japan","JP","JPN","Hiroshima","","196991","1392991987" +"Hachinohe","Hachinohe","40.5100","141.5400","Japan","JP","JPN","Aomori","","239046","1392220933" +"Matsumoto","Matsumoto","36.2404","137.9700","Japan","JP","JPN","Nagano","","224926","1392373962" +"Tokyo","Tokyo","35.6850","139.7514","Japan","JP","JPN","Tōkyō","primary","35676000","1392685764" +"Tomakomai","Tomakomai","42.6504","141.5500","Japan","JP","JPN","Hokkaidō","","174806","1392760442" +"Obihiro","Obihiro","42.9304","143.1700","Japan","JP","JPN","Hokkaidō","","173890","1392712158" +"Nagaoka","Nagaoka","37.4504","138.8600","Japan","JP","JPN","Niigata","","195318","1392479949" +"Kōriyama","Koriyama","37.4100","140.3800","Japan","JP","JPN","Fukushima","","340560","1392675180" +"Shimonoseki","Shimonoseki","33.9654","130.9454","Japan","JP","JPN","Fukuoka","","245786","1392516557" +"Sasebo","Sasebo","33.1631","129.7177","Japan","JP","JPN","Nagasaki","","237444","1392043131" +"Kanoya","Kanoya","31.3833","130.8500","Japan","JP","JPN","Kagoshima","","82335","1392748014" +"Kitakyūshū","Kitakyushu","33.8704","130.8200","Japan","JP","JPN","Fukuoka","","997536","1392129541" +"Akita","Akita","39.7100","140.0900","Japan","JP","JPN","Akita","admin","320069","1392129688" +"Aomori","Aomori","40.8250","140.7100","Japan","JP","JPN","Aomori","admin","298394","1392083898" +"Chiba","Chiba","35.6000","140.1167","Japan","JP","JPN","Chiba","admin","","1392107144" +"Fukui","Fukui","36.0704","136.2200","Japan","JP","JPN","Fukui","admin","248707","1392897510" +"Fukuoka","Fukuoka","33.5950","130.4100","Japan","JP","JPN","Fukuoka","admin","2792000","1392576294" +"Fukushima","Fukushima","37.7400","140.4700","Japan","JP","JPN","Fukushima","admin","294237","1392570027" +"Gifu","Gifu","35.4231","136.7628","Japan","JP","JPN","Gifu","admin","412895","1392097787" +"Hiroshima","Hiroshima","34.3878","132.4429","Japan","JP","JPN","Hiroshima","admin","2045000","1392373695" +"Kagoshima","Kagoshima","31.5860","130.5611","Japan","JP","JPN","Kagoshima","admin","555352","1392120675" +"Kanazawa","Kanazawa","36.5600","136.6400","Japan","JP","JPN","Ishikawa","admin","551249","1392684679" +"Kōbe","Kobe","34.6800","135.1700","Japan","JP","JPN","Hyōgo","admin","1528478","1392978082" +"Kōchi","Kochi","33.5624","133.5375","Japan","JP","JPN","Kōchi","admin","335570","1392086071" +"Kōfu","Kofu","35.6504","138.5833","Japan","JP","JPN","Yamanashi","admin","197540","1392307565" +"Kumamoto","Kumamoto","32.8009","130.7006","Japan","JP","JPN","Kumamoto","admin","718232","1392106283" +"Kyoto","Kyoto","35.0300","135.7500","Japan","JP","JPN","Kyōto","admin","1805000","1392622735" +"Maebashi","Maebashi","36.3927","139.0727","Japan","JP","JPN","Gunma","admin","344871","1392333295" +"Matsue","Matsue","35.4670","133.0666","Japan","JP","JPN","Shimane","admin","156811","1392692238" +"Matsuyama","Matsuyama","33.8455","132.7658","Japan","JP","JPN","Ehime","admin","533541","1392220893" +"Mito","Mito","36.3704","140.4800","Japan","JP","JPN","Ibaraki","admin","353892","1392665227" +"Miyazaki","Miyazaki","31.9182","131.4184","Japan","JP","JPN","Miyazaki","admin","324384","1392216224" +"Morioka","Morioka","39.7200","141.1300","Japan","JP","JPN","Iwate","admin","295172","1392981957" +"Nagano","Nagano","36.6500","138.1700","Japan","JP","JPN","Nagano","admin","594311","1392603439" +"Nagasaki","Nagasaki","32.7650","129.8850","Japan","JP","JPN","Nagasaki","admin","435455","1392162566" +"Nagoya","Nagoya","35.1550","136.9150","Japan","JP","JPN","Aichi","admin","3230000","1392407472" +"Naha","Naha","26.2072","127.6730","Japan","JP","JPN","Okinawa","admin","905238","1392583118" +"Niigata","Niigata","37.9200","139.0400","Japan","JP","JPN","Niigata","admin","569797","1392913753" +"Ōita","Oita","33.2432","131.5979","Japan","JP","JPN","Ōita","admin","448907","1392081193" +"Okayama","Okayama","34.6720","133.9171","Japan","JP","JPN","Okayama","admin","866092","1392954750" +"Ōsaka","Osaka","34.7500","135.4601","Japan","JP","JPN","Ōsaka","admin","11294000","1392419823" +"Ōtsu","Otsu","35.0064","135.8674","Japan","JP","JPN","Shiga","admin","536976","1392164106" +"Sapporo","Sapporo","43.0750","141.3400","Japan","JP","JPN","Hokkaidō","admin","2544000","1392000195" +"Sendai","Sendai","38.2871","141.0217","Japan","JP","JPN","Miyagi","admin","2250000","1392457903" +"Shizuoka","Shizuoka","34.9858","138.3854","Japan","JP","JPN","Shizuoka","admin","701561","1392235505" +"Takamatsu","Takamatsu","34.3447","134.0448","Japan","JP","JPN","Kagawa","admin","334223","1392427161" +"Tokushima","Tokushima","34.0674","134.5525","Japan","JP","JPN","Tokushima","admin","443760","1392795984" +"Tottori","Tottori","35.5000","134.2333","Japan","JP","JPN","Tottori","admin","","1392675192" +"Toyama","Toyama","36.7000","137.2300","Japan","JP","JPN","Toyama","admin","332812","1392000560" +"Tsu","Tsu","34.7171","136.5167","Japan","JP","JPN","Mie","admin","500000","1392082102" +"Utsunomiya","Utsunomiya","36.5500","139.8700","Japan","JP","JPN","Tochigi","admin","667752","1392506125" +"Wakayama","Wakayama","34.2231","135.1677","Japan","JP","JPN","Wakayama","admin","440006","1392907296" +"Yamagata","Yamagata","38.2705","140.3200","Japan","JP","JPN","Yamagata","admin","272209","1392300081" +"Yamaguchi","Yamaguchi","34.1833","131.4667","Japan","JP","JPN","Yamaguchi","admin","","1392887215" +"Yokohama","Yokohama","35.3200","139.5800","Japan","JP","JPN","Kanagawa","admin","3697894","1392118339" +"Saitama","Saitama","35.9000","139.6500","Japan","JP","JPN","Saitama","admin","","1392017719" +"Saga","Saga","33.2333","130.3000","Japan","JP","JPN","Saga","admin","","1392618841" +"Kawasaki","Kawasaki","35.5300","139.7050","Japan","JP","JPN","Kanagawa","","1437266","1392879600" +"Nara","Nara","34.6833","135.8333","Japan","JP","JPN","Nara","admin","","1392520831" +"Kushiro","Kushiro","42.9750","144.3747","Japan","JP","JPN","Hokkaidō","","198566","1392810778" +"Kitami","Kitami","43.8504","143.9000","Japan","JP","JPN","Hokkaidō","","113137","1392099278" +"Hakodate","Hakodate","41.7950","140.7400","Japan","JP","JPN","Hokkaidō","","302984","1392708558" +"Namanga","Namanga","-2.5396","36.8000","Kenya","KE","KEN","","","13193","1404000001" +"Nairobi","Nairobi","-1.2833","36.8167","Kenya","KE","KEN","Nairobi City","primary","3010000","1404000661" +"Moyale","Moyale","3.5200","39.0500","Kenya","KE","KEN","Marsabit","","24837","1404689643" +"Kisumu","Kisumu","-0.0900","34.7500","Kenya","KE","KEN","Kisumu","admin","395615","1404511920" +"Mombasa","Mombasa","-4.0400","39.6899","Kenya","KE","KEN","Mombasa","admin","882000","1404512373" +"Nyeri","Nyeri","-0.4170","36.9510","Kenya","KE","KEN","Nyeri","admin","51084","1404924901" +"Garissa","Garissa","-0.4396","39.6700","Kenya","KE","KEN","Garissa","admin","67861","1404464692" +"Kakamega","Kakamega","0.2904","34.7300","Kenya","KE","KEN","Kakamega","admin","63426","1404614327" +"Nakuru","Nakuru","-0.2800","36.0700","Kenya","KE","KEN","Nakuru","admin","364727","1404140179" +"Witu","Witu","-2.3796","40.4300","Kenya","KE","KEN","Lamu","","5380","1404037095" +"Embu","Embu","-0.5196","37.4500","Kenya","KE","KEN","Embu","admin","58620","1404376456" +"Homa Bay","Homa Bay","-0.5273","34.4571","Kenya","KE","KEN","Homa Bay","admin","","1404321159" +"Isiolo","Isiolo","0.3546","37.5822","Kenya","KE","KEN","Isiolo","admin","","1404771203" +"Iten","Iten","0.6703","35.5081","Kenya","KE","KEN","Elgeyo/Marakwet","admin","","1404000102" +"Kabarnet","Kabarnet","0.4919","35.7430","Kenya","KE","KEN","Baringo","admin","","1404620707" +"Kajiado","Kajiado","-1.8524","36.7768","Kenya","KE","KEN","Kajiado","admin","","1404265412" +"Kapenguria","Kapenguria","1.2389","35.1119","Kenya","KE","KEN","West Pokot","admin","","1404228137" +"Kapsabet","Kapsabet","0.2039","35.1050","Kenya","KE","KEN","Nandi","admin","","1404814363" +"Kericho","Kericho","-0.3596","35.2800","Kenya","KE","KEN","Kericho","admin","98852","1404338562" +"Kerugoya","Kerugoya","-0.4989","37.2803","Kenya","KE","KEN","Kirinyaga","admin","","1404597807" +"Kiambu","Kiambu","-1.1714","36.8356","Kenya","KE","KEN","Kiambu","admin","","1404390868" +"Kilifi","Kilifi","-3.6096","39.8500","Kenya","KE","KEN","Kilifi","admin","80339","1404080121" +"Kisii","Kisii","-0.6696","34.7600","Kenya","KE","KEN","Kisii","admin","28547","1404617601" +"Kitale","Kitale","1.0305","34.9899","Kenya","KE","KEN","Trans Nzoia","admin","150495","1404890081" +"Kitui","Kitui","-1.3670","38.0106","Kenya","KE","KEN","Kitui","admin","","1404548296" +"Kwale","Kwale","-4.1737","39.4521","Kenya","KE","KEN","Kwale","admin","","1404769042" +"Lamu","Lamu","-2.2620","40.9197","Kenya","KE","KEN","Lamu","admin","24525","1404163131" +"Lodwar","Lodwar","3.1304","35.5700","Kenya","KE","KEN","Turkana","admin","20219","1404993573" +"Machakos","Machakos","-1.5095","37.2600","Kenya","KE","KEN","Machakos","admin","144925","1404746781" +"Mandera","Mandera","3.9414","41.8625","Kenya","KE","KEN","Mandera","admin","","1404192737" +"Maralal","Maralal","1.1105","36.6800","Kenya","KE","KEN","Samburu","admin","20841","1404895664" +"Marsabit","Marsabit","2.3300","37.9800","Kenya","KE","KEN","Marsabit","admin","16460","1404055253" +"Meru","Meru","0.0600","37.6400","Kenya","KE","KEN","Meru","admin","47226","1404588252" +"Migori","Migori","-1.0634","34.4731","Kenya","KE","KEN","Migori","admin","","1404478510" +"Murang’a","Murang'a","-0.7210","37.1526","Kenya","KE","KEN","Murang’a","admin","","1404066738" +"Mwatate","Mwatate","-3.5050","38.3772","Kenya","KE","KEN","Taita/Taveta","admin","","1404648092" +"Narok","Narok","-1.0808","35.8711","Kenya","KE","KEN","Narok","admin","","1404459814" +"Nyamira","Nyamira","-0.5633","34.9358","Kenya","KE","KEN","Nyamira","admin","","1404000104" +"Ol Kalou","Ol Kalou","-0.2643","36.3788","Kenya","KE","KEN","Nyandarua","admin","","1404930645" +"Rumuruti","Rumuruti","0.2725","36.5381","Kenya","KE","KEN","Laikipia","admin","","1404005234" +"Wajir","Wajir","1.7504","40.0500","Kenya","KE","KEN","Wajir","admin","45771","1404067343" +"Wote","Wote","-1.7808","37.6288","Kenya","KE","KEN","Makueni","admin","","1404304549" +"Busia","Busia","0.4586","34.1160","Kenya","KE","KEN","Busia","admin","","1404250734" +"Kathwana","Kathwana","-0.3314","37.8686","Kenya","KE","KEN","Tharaka-Nithi","admin","","1404000105" +"Sotik Post","Sotik Post","-0.7813","35.3416","Kenya","KE","KEN","Bomet","admin","","1404087664" +"Bungoma","Bungoma","0.5704","34.5600","Kenya","KE","KEN","Bungoma","admin","55962","1404689847" +"Eldoret","Eldoret","0.5200","35.2700","Kenya","KE","KEN","Uasin Gishu","admin","353381","1404676289" +"Hola","Hola","-1.4993","40.0301","Kenya","KE","KEN","Tana River","admin","","1404396632" +"Karungu","Karungu","-0.8496","34.1500","Kenya","KE","KEN","Migori","","2376","1404796412" +"Siaya","Siaya","0.0607","34.2881","Kenya","KE","KEN","Siaya","admin","","1404162576" +"Naivasha","Naivasha","-0.7096","36.4300","Kenya","KE","KEN","Nakuru","","43983","1404904927" +"Thika","Thika","-1.0396","37.0900","Kenya","KE","KEN","Kiambu","","99322","1404482650" +"Konza","Konza","-1.7496","37.1200","Kenya","KE","KEN","Machakos","","2004","1404143289" +"Eldama Ravine","Eldama Ravine","0.0504","35.7200","Kenya","KE","KEN","Baringo","","17581","1404468256" +"Tsavo","Tsavo","-2.9828","38.4666","Kenya","KE","KEN","Taita/Taveta","","414","1404321644" +"Voi","Voi","-3.3696","38.5700","Kenya","KE","KEN","Taita/Taveta","","36487","1404504656" +"Nanyuki","Nanyuki","0.0204","37.0600","Kenya","KE","KEN","Laikipia","","36142","1404481993" +"Malindi","Malindi","-3.2100","40.1000","Kenya","KE","KEN","Kilifi","","94016","1404380224" +"Kendu Bay","Kendu Bay","-0.3596","34.6400","Kenya","KE","KEN","Homa Bay","","91248","1404600696" +"Mwingi","Mwingi","-0.9296","38.0700","Kenya","KE","KEN","Kitui","","11219","1404312666" +"Sotik","Sotik","-0.6796","35.1200","Kenya","KE","KEN","Bomet","","71285","1404807525" +"Bishkek","Bishkek","42.8731","74.5852","Kyrgyzstan","KG","KGZ","Bishkek","primary","837000","1417191971" +"Kara Balta","Kara Balta","42.8306","73.8857","Kyrgyzstan","KG","KGZ","Chüy","minor","74133","1417201811" +"Cholpon Ata","Cholpon Ata","42.6513","77.0811","Kyrgyzstan","KG","KGZ","Ysyk-Köl","minor","18595","1417433118" +"Tash Komur","Tash Komur","41.3419","72.2314","Kyrgyzstan","KG","KGZ","Jalal-Abad","","23594","1417242124" +"Karakol","Karakol","42.4920","78.3818","Kyrgyzstan","KG","KGZ","Ysyk-Köl","admin","70171","1417269527" +"At Bashy","At Bashy","41.1725","75.7968","Kyrgyzstan","KG","KGZ","Naryn","minor","15601","1417188010" +"Naryn","Naryn","41.4263","75.9911","Kyrgyzstan","KG","KGZ","Naryn","admin","52300","1417466970" +"Jalal Abad","Jalal Abad","40.9429","73.0025","Kyrgyzstan","KG","KGZ","Jalal-Abad","admin","248899","1417653652" +"Kok Yangak","Kok Yangak","41.0307","73.2058","Kyrgyzstan","KG","KGZ","Jalal-Abad","","15000","1417546126" +"Toktogul","Toktogul","41.8826","72.9372","Kyrgyzstan","KG","KGZ","Jalal-Abad","minor","26115","1417791878" +"Talas","Talas","42.5184","72.2429","Kyrgyzstan","KG","KGZ","Talas","admin","35172","1417698287" +"Osh","Osh","40.5404","72.7900","Kyrgyzstan","KG","KGZ","Osh","admin","391277","1417797596" +"Balykchy","Balykchy","42.4560","76.1854","Kyrgyzstan","KG","KGZ","Ysyk-Köl","","40527","1417967917" +"Tokmak","Tokmak","42.8299","75.2846","Kyrgyzstan","KG","KGZ","Chüy","","112860","1417875875" +"Batken","Batken","40.0626","70.8194","Kyrgyzstan","KG","KGZ","Batken","admin","","1417022726" +"Phnom Penh","Phnom Penh","11.5500","104.9166","Cambodia","KH","KHM","Phnom Penh","primary","1466000","1116260534" +"Ta Khmau","Ta Khmau","11.4833","104.9500","Cambodia","KH","KHM","Kandal","admin","","1116571704" +"Sihanoukville","Sihanoukville","10.6359","103.5017","Cambodia","KH","KHM","Sihanoukville","admin","","1116098692" +"Pursat","Pursat","12.5337","103.9167","Cambodia","KH","KHM","Pursat","admin","52476","1116566865" +"Prey Veng","Prey Veng","11.4840","105.3240","Cambodia","KH","KHM","Prey Veng","admin","74000","1116378797" +"Siem Reap","Siem Reap","13.3666","103.8500","Cambodia","KH","KHM","Siem Reap","admin","109398","1116263015" +"Stoeng Treng","Stoeng Treng","13.5230","105.9740","Cambodia","KH","KHM","Stung Treng","admin","29665","1116286673" +"Svay Rieng","Svay Rieng","11.0800","105.8010","Cambodia","KH","KHM","Svay Rieng","admin","23956","1116432743" +"Takéo","Takeo","10.9838","104.7833","Cambodia","KH","KHM","Takeo","admin","15264","1116674518" +"Battambang","Battambang","13.1000","103.2000","Cambodia","KH","KHM","Battambang","admin","154773","1116106237" +"Kampong Cham","Kampong Cham","12.0004","105.4500","Cambodia","KH","KHM","Kampong Cham","admin","83233","1116115849" +"Kompong Chhnang","Kompong Chhnang","12.2505","104.6666","Cambodia","KH","KHM","Kampong Chhnang","admin","75244","1116735270" +"Kampong Spoe","Kampong Spoe","11.4520","104.5190","Cambodia","KH","KHM","Kampong Speu","admin","33231","1116446492" +"Kampong Thom","Kampong Thom","12.7111","104.8887","Cambodia","KH","KHM","Kampong Thom","admin","","1116471297" +"Kampot","Kampot","10.6171","104.1833","Cambodia","KH","KHM","Kampot","admin","50105","1116966757" +"Krong Koh Kong","Krong Koh Kong","11.6175","102.9849","Cambodia","KH","KHM","Koh Kong","admin","33134","1116924669" +"Kracheh","Kracheh","12.4690","106.0240","Cambodia","KH","KHM","Kratie","admin","19975","1116453792" +"Krong Kep","Krong Kep","10.4829","104.3167","Cambodia","KH","KHM","Kep","admin","","1116392544" +"Pailin","Pailin","12.8489","102.6093","Cambodia","KH","KHM","Pailin","admin","","1116050327" +"Kampong Thum","Kampong Thum","12.7120","104.8890","Cambodia","KH","KHM","Kampong Thom","","19951","1116000326" +"Lumphat","Lumphat","13.5070","106.9810","Cambodia","KH","KHM","Ratanakiri","minor","19205","1116149070" +"Banlung","Banlung","13.7394","106.9873","Cambodia","KH","KHM","Ratanakiri","admin","","1116605438" +"Samraong","Samraong","14.1817","103.5176","Cambodia","KH","KHM","Oddar Meanchey","admin","","1116989175" +"Senmonorom","Senmonorom","12.4500","107.2000","Cambodia","KH","KHM","Mondolkiri","admin","7944","1116978997" +"Sisophon","Sisophon","13.5838","102.9833","Cambodia","KH","KHM","Banteay Meanchey","admin","50302","1116276411" +"Suong","Suong","11.9118","105.6582","Cambodia","KH","KHM","Tbong Khmum","admin","","1116319433" +"Phnum Tbeng Meanchey","Phnum Tbeng Meanchey","13.8167","104.9667","Cambodia","KH","KHM","Preah Vihear","admin","24380","1116207762" +"Tarawa","Tarawa","1.3382","173.0176","Kiribati","KI","KIR","","primary","28802","1296152641" +"Moroni","Moroni","-11.7042","43.2402","Comoros","KM","COM","Grande Comore","primary","128698","1174793581" +"Basseterre","Basseterre","17.3020","-62.7170","Saint Kitts And Nevis","KN","KNA","Saint George Basseterre","primary","21887","1659198919" +"Pyongsan","Pyongsan","38.3367","126.3866","Korea, North","KP","PRK","Hwangbuk","","66260","1408433221" +"Kimhyonggwon","Kimhyonggwon","40.8175","128.1553","Korea, North","KP","PRK","Yanggang","","3839","1408098792" +"Chongju","Chongju","39.6813","125.2163","Korea, North","KP","PRK","P’yŏngbuk","","141769","1408650871" +"Ongjin","Ongjin","37.9371","125.3571","Korea, North","KP","PRK","Hwangnam","","69195","1408748147" +"Chongjin","Chongjin","41.7846","129.7900","Korea, North","KP","PRK","Hambuk","admin","672614","1408498177" +"Chosan","Chosan","40.8255","125.8008","Korea, North","KP","PRK","Chagang","","7786","1408838898" +"Changyon","Changyon","38.2517","125.1021","Korea, North","KP","PRK","Hwangnam","","48984","1408800916" +"Hamhung","Hamhung","39.9101","127.5454","Korea, North","KP","PRK","Hamnam","admin","773000","1408482040" +"Sunchon","Sunchon","39.4236","125.9390","Korea, North","KP","PRK","P’yŏngnam","","400629","1408510801" +"Kilchu","Kilchu","40.9604","129.3204","Korea, North","KP","PRK","Hambuk","","101165","1408662334" +"Taedong","Taedong","40.6171","125.4501","Korea, North","KP","PRK","P’yŏngbuk","","1884","1408763732" +"Sariwon","Sariwon","38.5070","125.7620","Korea, North","KP","PRK","Hwangbuk","admin","154942","1408018673" +"P’yŏngsŏng","P'yongsong","39.2464","125.8719","Korea, North","KP","PRK","P’yŏngnam","admin","","1408000381" +"Wonsan","Wonsan","39.1605","127.4308","Korea, North","KP","PRK","Kangwŏn","admin","329207","1408692125" +"Munchon","Munchon","39.3813","127.2517","Korea, North","KP","PRK","Kangwŏn","","73619","1408134393" +"Manpo","Manpo","41.1454","126.2958","Korea, North","KP","PRK","Chagang","","186827","1408334845" +"Sinuiju","Sinuiju","40.0859","124.4213","Korea, North","KP","PRK","P’yŏngbuk","admin","288112","1408740449" +"Sin-Ni","Sin-Ni","39.4880","125.4640","Korea, North","KP","PRK","P’yŏngnam","","19463","1408623890" +"Musan","Musan","42.2304","129.2304","Korea, North","KP","PRK","Hambuk","","80146","1408588520" +"Kaesong","Kaesong","37.9640","126.5644","Korea, North","KP","PRK","Hwangnam","minor","338155","1408725697" +"Kimchaek","Kimchaek","40.6723","129.2027","Korea, North","KP","PRK","Hambuk","minor","187270","1408037150" +"Hungnam","Hungnam","39.8231","127.6232","Korea, North","KP","PRK","Hamnam","","751322","1408328889" +"Haeju","Haeju","38.0394","125.7144","Korea, North","KP","PRK","Hwangnam","admin","224231","1408348983" +"Kanggye","Kanggye","40.9732","126.6032","Korea, North","KP","PRK","Chagang","admin","299514","1408728939" +"Hyeson","Hyeson","41.3927","128.1927","Korea, North","KP","PRK","Yanggang","admin","227461","1408642146" +"Rajin","Rajin","42.2489","130.3003","Korea, North","KP","PRK","Nasŏn","admin","","1408449973" +"Sonbong","Sonbong","42.3377","130.4027","Korea, North","KP","PRK","Nasŏn","","60864","1408519732" +"Pyongyang","Pyongyang","39.0194","125.7547","Korea, North","KP","PRK","P’yŏngyang","primary","3300000","1408738594" +"Nampo","Nampo","38.7669","125.4524","Korea, North","KP","PRK","","admin","1127000","1408892768" +"Gyeongju","Gyeongju","35.8428","129.2117","Korea, South","KR","KOR","Gyeongbuk","","155237","1410173146" +"Iksan","Iksan","35.9410","126.9454","Korea, South","KR","KOR","Jeonbuk","","283501","1410134391" +"Songnam","Songnam","37.4386","127.1378","Korea, South","KR","KOR","Gyeonggi","","942000","1410622472" +"Ulsan","Ulsan","35.5467","129.3170","Korea, South","KR","KOR","Ulsan","admin","1061000","1410134602" +"Wonju","Wonju","37.3551","127.9396","Korea, South","KR","KOR","Gangwon","","243387","1410782685" +"Seoul","Seoul","37.5663","126.9997","Korea, South","KR","KOR","Seoul","primary","9796000","1410836482" +"Ansan","Ansan","37.3481","126.8595","Korea, South","KR","KOR","Gyeonggi","","739493","1410585171" +"Gunsan","Gunsan","35.9818","126.7160","Korea, South","KR","KOR","Jeonbuk","","244080","1410913202" +"Jeju","Jeju","33.5101","126.5219","Korea, South","KR","KOR","Jeju","admin","408364","1410364424" +"Busan","Busan","35.0951","129.0100","Korea, South","KR","KOR","Busan","admin","3480000","1410601465" +"Incheon","Incheon","37.4761","126.6422","Korea, South","KR","KOR","Incheon","admin","2550000","1410160313" +"Daegu","Daegu","35.8668","128.6070","Korea, South","KR","KOR","Daegu","admin","2460000","1410095252" +"Gwangju","Gwangju","35.1710","126.9104","Korea, South","KR","KOR","Gwangju","admin","1440000","1410000087" +"Daejeon","Daejeon","36.3355","127.4250","Korea, South","KR","KOR","Daejeon","admin","1468000","1410993875" +"Changwon","Changwon","35.2191","128.5836","Korea, South","KR","KOR","Gyeongnam","admin","1081499","1410592618" +"Sokcho","Sokcho","38.2087","128.5912","Korea, South","KR","KOR","Gangwon","minor","85430","1410921315" +"Eumseong","Eumseong","36.9353","127.6897","Korea, South","KR","KOR","Chungbuk","","10077","1410812829" +"Chuncheon","Chuncheon","37.8747","127.7342","Korea, South","KR","KOR","Gangwon","admin","226509","1410231130" +"Goyang","Goyang","37.6527","126.8372","Korea, South","KR","KOR","Gyeonggi","minor","903000","1410511255" +"Pohang","Pohang","36.0209","129.3715","Korea, South","KR","KOR","Gyeongbuk","minor","435266","1410983252" +"Puch'on","Puch'on","37.4989","126.7831","Korea, South","KR","KOR","Gyeonggi","minor","866000","1410428222" +"Cheongju","Cheongju","36.6439","127.5012","Korea, South","KR","KOR","Chungbuk","admin","775096","1410964361" +"Mokpo","Mokpo","34.8068","126.3958","Korea, South","KR","KOR","Jeonnam","minor","268402","1410279439" +"Yeosu","Yeosu","34.7368","127.7458","Korea, South","KR","KOR","Jeonnam","minor","341994","1410002025" +"Hongseong","Hongseong","36.6009","126.6650","Korea, South","KR","KOR","Chungnam","admin","","1410822139" +"Muan","Muan","34.9897","126.4714","Korea, South","KR","KOR","Jeonnam","admin","","1410001061" +"Andong","Andong","36.5659","128.7250","Korea, South","KR","KOR","Gyeongbuk","admin","129319","1410095935" +"Suwon","Suwon","37.2578","127.0109","Korea, South","KR","KOR","Gyeonggi","admin","1078000","1410679777" +"Sejong","Sejong","36.6092","127.2919","Korea, South","KR","KOR","Sejong","admin","","1410002592" +"Gangneung","Gangneung","37.7559","128.8962","Korea, South","KR","KOR","Gangwon","minor","180611","1410450550" +"Jeonju","Jeonju","35.8314","127.1404","Korea, South","KR","KOR","Jeonbuk","minor","711424","1410494847" +"Al Ahmadi","Al Ahmadi","29.0769","48.0838","Kuwait","KW","KWT","","","68763","1414024487" +"Al Jahra","Al Jahra","29.3375","47.6581","Kuwait","KW","KWT","","","194193","1414182001" +"Kuwait","Kuwait","29.3697","47.9783","Kuwait","KW","KWT","","primary","2063000","1414102075" +"George Town","George Town","19.2804","-81.3300","Cayman Islands","KY","CYM","","primary","4268","1136159124" +"Pago Pago","Pago Pago","-14.2740","-170.7046","American Samoa","AS","ASM","","primary","12576","1016976740" +"Hagåtña","Hagta","13.4745","144.7504","Guam","GU","GUM","","primary","1051","1316937540" +"Maina","Maina","13.4692","144.7332","Guam","GU","GUM","","","122411","1316874021" +"Capitol Hill","Capitol Hill","15.2137","145.7546","Northern Mariana Islands","MP","MNP","","primary","2500","1580556972" +"Renton","Renton","47.4758","-122.1905","United States","US","USA","Washington","","101379","1840019827" +"Chehalis","Chehalis","46.6637","-122.9647","United States","US","USA","Washington","","7533","1840018472" +"Mercer Island","Mercer Island","47.5625","-122.2265","United States","US","USA","Washington","","25261","1840019830" +"Lynnwood","Lynnwood","47.8285","-122.3034","United States","US","USA","Washington","","38273","1840019788" +"Centralia","Centralia","46.7226","-122.9695","United States","US","USA","Washington","","41643.0","1840018471" +"Mountlake Terrace","Mountlake Terrace","47.7920","-122.3076","United States","US","USA","Washington","","21337","1840019792" +"Seattle","Seattle","47.6211","-122.3244","United States","US","USA","Washington","","3643765.0","1840021117" +"Liberty Lake","Liberty Lake","47.6687","-117.1032","United States","US","USA","Washington","","9893","1840037678" +"Airway Heights","Airway Heights","47.6459","-117.5792","United States","US","USA","Washington","","8166","1840018399" +"Brier","Brier","47.7922","-122.2734","United States","US","USA","Washington","","6884","1840018379" +"Port Townsend","Port Townsend","48.1220","-122.7872","United States","US","USA","Washington","","8804.0","1840019797" +"Oak Harbor","Oak Harbor","48.2965","-122.6330","United States","US","USA","Washington","","34663.0","1840019779" +"Anacortes","Anacortes","48.4878","-122.6292","United States","US","USA","Washington","","17955.0","1840018366" +"Grandview","Grandview","46.2431","-119.9084","United States","US","USA","Washington","","18858.0","1840019871" 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States","US","USA","Kentucky","","11155.0","1840015268" +"Elsmere","Elsmere","38.9949","-84.6017","United States","US","USA","Kentucky","","8644","1840013167" +"Georgetown","Georgetown","38.2253","-84.5481","United States","US","USA","Kentucky","","35586.0","1840013197" +"Ashland","Ashland","38.4592","-82.6449","United States","US","USA","Kentucky","","20669","1840013195" +"Hillview","Hillview","38.0554","-85.6847","United States","US","USA","Kentucky","","9076","1840014325" +"Madisonville","Madisonville","37.3410","-87.5033","United States","US","USA","Kentucky","","24144.0","1840015244" +"Mount Sterling","Mount Sterling","38.0647","-83.9473","United States","US","USA","Kentucky","","11328.0","1840014319" +"Williamsburg","Williamsburg","36.7392","-84.1647","United States","US","USA","Kentucky","","6009.0","1840015267" +"Bellevue","Bellevue","39.1010","-84.4776","United States","US","USA","Kentucky","","5772","1840013164" +"Villa Hills","Villa Hills","39.0638","-84.5947","United States","US","USA","Kentucky","","7437","1840015176" +"Alexandria","Alexandria","38.9622","-84.3860","United States","US","USA","Kentucky","","9438","1840013162" +"Lawrenceburg","Lawrenceburg","38.0332","-84.9032","United States","US","USA","Kentucky","","13439.0","1840014321" +"London","London","37.1209","-84.0804","United States","US","USA","Kentucky","","37424.0","1840015258" +"Independence","Independence","38.9510","-84.5492","United States","US","USA","Kentucky","","27634","1840014267" +"Bardstown","Bardstown","37.8175","-85.4551","United States","US","USA","Kentucky","","21044.0","1840013219" +"Mount Washington","Mount Washington","38.0429","-85.5550","United States","US","USA","Kentucky","","14554","1840014322" +"Pikeville","Pikeville","37.4808","-82.5261","United States","US","USA","Kentucky","","7685.0","1840014348" +"Elizabethtown","Elizabethtown","37.7030","-85.8772","United States","US","USA","Kentucky","","77317.0","1840013218" 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States","US","USA","Kentucky","","32305","1840013161" +"Saint Matthews","Saint Matthews","38.2495","-85.6382","United States","US","USA","Kentucky","","18139","1840015194" +"Central City","Central City","37.2962","-87.1280","United States","US","USA","Kentucky","","9605.0","1840014378" +"Prestonsburg","Prestonsburg","37.6795","-82.7641","United States","US","USA","Kentucky","","6300.0","1840014346" +"Douglass Hills","Douglass Hills","38.2367","-85.5501","United States","US","USA","Kentucky","","5728","1840014294" +"Maysville","Maysville","38.6454","-83.7911","United States","US","USA","Kentucky","","11185.0","1840015180" +"Morganfield","Morganfield","37.6869","-87.8885","United States","US","USA","Kentucky","","5496.0","1840014342" +"Saint Helens","Saint Helens","45.8572","-122.8163","United States","US","USA","Oregon","","27278.0","1840021185" +"Madras","Madras","44.6385","-121.1264","United States","US","USA","Oregon","","9059.0","1840019987" +"Coos Bay","Coos Bay","43.3789","-124.2330","United States","US","USA","Oregon","","32030.0","1840018653" +"North Bend","North Bend","43.4075","-124.2364","United States","US","USA","Oregon","","9702","1840020057" +"Happy Valley","Happy Valley","45.4383","-122.5142","United States","US","USA","Oregon","","21196","1840019950" +"Medford","Medford","42.3372","-122.8537","United States","US","USA","Oregon","","168219.0","1840020076" +"Independence","Independence","44.8551","-123.1948","United States","US","USA","Oregon","","10053","1840018589" +"Forest Grove","Forest Grove","45.5245","-123.1102","United States","US","USA","Oregon","","24141","1840019930" +"Sandy","Sandy","45.3986","-122.2690","United States","US","USA","Oregon","","11595.0","1840021217" +"Newberg","Newberg","45.3071","-122.9598","United States","US","USA","Oregon","","28886.0","1840019957" +"Klamath Falls","Klamath Falls","42.2192","-121.7755","United States","US","USA","Oregon","","42463.0","1840020054" +"Umatilla","Umatilla","45.9128","-119.3144","United States","US","USA","Oregon","","7132","1840021195" +"Pendleton","Pendleton","45.6747","-118.8172","United States","US","USA","Oregon","","17282.0","1840019917" +"Molalla","Molalla","45.1502","-122.5844","United States","US","USA","Oregon","","9950.0","1840019953" +"Junction City","Junction City","44.2068","-123.2097","United States","US","USA","Oregon","","6749.0","1840018623" +"Sweet Home","Sweet Home","44.4023","-122.7028","United States","US","USA","Oregon","","10306.0","1840021253" +"Prineville","Prineville","44.2988","-120.8594","United States","US","USA","Oregon","","11850.0","1840019999" +"Lebanon","Lebanon","44.5314","-122.9075","United States","US","USA","Oregon","","21474.0","1840019991" +"McMinnville","McMinnville","45.2110","-123.1918","United States","US","USA","Oregon","","41583.0","1840019956" +"Tualatin","Tualatin","45.3772","-122.7746","United States","US","USA","Oregon","","27478","1840021207" +"Silverton","Silverton","45.0030","-122.7808","United States","US","USA","Oregon","","10750.0","1840021226" +"Damascus","Damascus","45.4299","-122.4461","United States","US","USA","Oregon","","11155","1840018571" +"Sutherlin","Sutherlin","43.3884","-123.3232","United States","US","USA","Oregon","","8891.0","1840021274" +"Canby","Canby","45.2653","-122.6866","United States","US","USA","Oregon","","19206.0","1840018569" +"Lake Oswego","Lake Oswego","45.4129","-122.7002","United States","US","USA","Oregon","","39196","1840019955" +"Ontario","Ontario","44.0259","-116.9760","United States","US","USA","Oregon","","24738.0","1840020002" +"Sheridan","Sheridan","45.0955","-123.3970","United States","US","USA","Oregon","","8446.0","1840021220" +"Central Point","Central Point","42.3765","-122.9109","United States","US","USA","Oregon","","18234","1840018672" +"Bend","Bend","44.0562","-121.3087","United States","US","USA","Oregon","","103349.0","1840018618" +"Milton-Freewater","Milton-Freewater","45.9348","-118.3913","United States","US","USA","Oregon","","7027","1840019916" +"Baker City","Baker City","44.7749","-117.8320","United States","US","USA","Oregon","","9473.0","1840018587" +"Veneta","Veneta","44.0471","-123.3514","United States","US","USA","Oregon","","6575.0","1840021264" +"Creswell","Creswell","43.9212","-123.0160","United States","US","USA","Oregon","","6752.0","1840018625" +"Redmond","Redmond","44.2631","-121.1798","United States","US","USA","Oregon","","31695.0","1840020003" +"Seaside","Seaside","45.9889","-123.9214","United States","US","USA","Oregon","","8817.0","1840021182" +"Newport","Newport","44.6231","-124.0524","United States","US","USA","Oregon","","11862.0","1840019975" +"Gladstone","Gladstone","45.3864","-122.5933","United States","US","USA","Oregon","","12207","1840019949" +"La Grande","La Grande","45.3243","-118.0865","United States","US","USA","Oregon","","15013.0","1840019924" +"Warrenton","Warrenton","46.1685","-123.9302","United States","US","USA","Oregon","","5602","1840021183" +"Grants Pass","Grants Pass","42.4333","-123.3317","United States","US","USA","Oregon","","54973.0","1840020087" +"Cottage Grove","Cottage Grove","43.7961","-123.0573","United States","US","USA","Oregon","","11556.0","1840018624" +"Cornelius","Cornelius","45.5189","-123.0516","United States","US","USA","Oregon","","12493","1840018557" +"Sherwood","Sherwood","45.3598","-122.8430","United States","US","USA","Oregon","","19467","1840021205" +"Monmouth","Monmouth","44.8505","-123.2283","United States","US","USA","Oregon","","19699.0","1840019971" +"Wilsonville","Wilsonville","45.3107","-122.7706","United States","US","USA","Oregon","","24058","1840021219" +"Winston","Winston","43.1200","-123.4242","United States","US","USA","Oregon","","5452","1840021275" +"Salem","Salem","44.9232","-123.0245","United States","US","USA","Oregon","admin","259816.0","1840021224" +"Oregon City","Oregon City","45.3418","-122.5938","United States","US","USA","Oregon","","36360","1840019954" +"Tigard","Tigard","45.4237","-122.7844","United States","US","USA","Oregon","","53148","1840021206" +"Troutdale","Troutdale","45.5372","-122.3955","United States","US","USA","Oregon","","16554","1840021209" +"Brookings","Brookings","42.0697","-124.3003","United States","US","USA","Oregon","","11093.0","1840018677" +"Fairview","Fairview","45.5471","-122.4391","United States","US","USA","Oregon","","9302","1840019938" +"Beaverton","Beaverton","45.4779","-122.8168","United States","US","USA","Oregon","","97514","1840018556" +"Ashland","Ashland","42.1905","-122.6992","United States","US","USA","Oregon","","21117","1840018674" +"Gresham","Gresham","45.5023","-122.4414","United States","US","USA","Oregon","","111053","1840019939" +"Tillamook","Tillamook","45.4562","-123.8332","United States","US","USA","Oregon","","8176.0","1840021203" +"Portland","Portland","45.5372","-122.6500","United States","US","USA","Oregon","","2052796.0","1840019941" +"Roseburg","Roseburg","43.2229","-123.3519","United States","US","USA","Oregon","","43948.0","1840020034" +"Scappoose","Scappoose","45.7564","-122.8771","United States","US","USA","Oregon","","7262","1840021186" +"Albany","Albany","44.6274","-123.0966","United States","US","USA","Oregon","","60795.0","1840018605" +"The Dalles","The Dalles","45.6047","-121.1815","United States","US","USA","Oregon","","20293.0","1840021212" +"Astoria","Astoria","46.1856","-123.8053","United States","US","USA","Oregon","","14688.0","1840018504" +"Hermiston","Hermiston","45.8323","-119.2858","United States","US","USA","Oregon","","28925.0","1840019915" +"Eugene","Eugene","44.0563","-123.1173","United States","US","USA","Oregon","","267568.0","1840020007" +"Milwaukie","Milwaukie","45.4445","-122.6219","United States","US","USA","Oregon","","20801","1840019952" +"Keizer","Keizer","45.0028","-123.0241","United States","US","USA","Oregon","","39315","1840018581" +"West Linn","West Linn","45.3669","-122.6399","United States","US","USA","Oregon","","26703","1840021218" +"Dallas","Dallas","44.9220","-123.3137","United States","US","USA","Oregon","","17146.0","1840018590" +"Hood River","Hood River","45.7093","-121.5258","United States","US","USA","Oregon","","15714.0","1840019942" +"Corvallis","Corvallis","44.5697","-123.2780","United States","US","USA","Oregon","","66441.0","1840018611" +"Talent","Talent","42.2404","-122.7807","United States","US","USA","Oregon","","6492","1840021300" +"Stayton","Stayton","44.8030","-122.7981","United States","US","USA","Oregon","","10943.0","1840021227" +"Florence","Florence","43.9912","-124.1061","United States","US","USA","Oregon","","10755.0","1840020008" +"Hillsboro","Hillsboro","45.5271","-122.9358","United States","US","USA","Oregon","","106894","1840019932" +"Springfield","Springfield","44.0538","-122.9811","United States","US","USA","Oregon","","62353","1840021263" +"Woodburn","Woodburn","45.1476","-122.8585","United States","US","USA","Oregon","","35267.0","1840021230" +"Lincoln City","Lincoln City","44.9751","-124.0073","United States","US","USA","Oregon","","11820.0","1840019974" +"Eagle Point","Eagle Point","42.4677","-122.8016","United States","US","USA","Oregon","","9139","1840018676" +"Box Elder","Box Elder","44.1128","-103.0807","United States","US","USA","South Dakota","","9600.0","1840002183" +"Hartford","Hartford","43.6210","-96.9424","United States","US","USA","South Dakota","admin","3237","1840002653" +"Sioux Falls","Sioux Falls","43.5397","-96.7322","United States","US","USA","South Dakota","","180204.0","1840002648" +"Watertown","Watertown","44.9096","-97.1536","United States","US","USA","South Dakota","","21837.0","1840002156" +"Yankton","Yankton","42.8900","-97.3924","United States","US","USA","South Dakota","","14699.0","1840003058" +"Vermillion","Vermillion","42.7811","-96.9256","United States","US","USA","South Dakota","","10691.0","1840003082" +"Huron","Huron","44.3622","-98.2102","United States","US","USA","South Dakota","","13164.0","1840002373" +"Rapid City","Rapid City","44.0716","-103.2205","United States","US","USA","South Dakota","","88979.0","1840002180" +"Spearfish","Spearfish","44.4912","-103.8166","United States","US","USA","South Dakota","","12675.0","1840002374" +"Aberdeen","Aberdeen","45.4646","-98.4680","United States","US","USA","South Dakota","","28264.0","1840002032" +"Brookings","Brookings","44.3022","-96.7859","United States","US","USA","South Dakota","","24400.0","1840002506" +"Mitchell","Mitchell","43.7294","-98.0336","United States","US","USA","South Dakota","","15297.0","1840002642" +"Pierre","Pierre","44.3748","-100.3205","United States","US","USA","South Dakota","admin","14803.0","1840000313" +"Sturgis","Sturgis","44.4111","-103.4975","United States","US","USA","South Dakota","","6862.0","1840002174" +"Tea","Tea","43.4515","-96.8346","United States","US","USA","South Dakota","","5415.0","1840002841" +"Brandon","Brandon","43.5928","-96.5799","United States","US","USA","South Dakota","","9263.0","1840002650" +"Madison","Madison","44.0062","-97.1084","United States","US","USA","South Dakota","","6983.0","1840002540" +"Belle Fourche","Belle Fourche","44.6640","-103.8564","United States","US","USA","South Dakota","","5202.0","1840002127" From 6c25fac088b199fe02d6563b0cd8dac3ca5e21f9 Mon Sep 17 00:00:00 2001 From: naivm Date: Fri, 13 Sep 2019 11:28:11 +0100 Subject: [PATCH 3/8] git ignore --- your-project/{project.gitignore => .gitignore} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename your-project/{project.gitignore => .gitignore} (100%) diff --git a/your-project/project.gitignore b/your-project/.gitignore similarity index 100% rename from your-project/project.gitignore rename to your-project/.gitignore From a7436268ca7ee28a6192c9ed38e873220ea737df Mon Sep 17 00:00:00 2001 From: naivm Date: Fri, 13 Sep 2019 11:35:37 +0100 Subject: [PATCH 4/8] save --- .../Untitled-checkpoint.ipynb | 341 +++++++++--------- 1 file changed, 176 insertions(+), 165 deletions(-) diff --git a/your-project/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/your-project/.ipynb_checkpoints/Untitled-checkpoint.ipynb index c70cee4..1f26906 100644 --- a/your-project/.ipynb_checkpoints/Untitled-checkpoint.ipynb +++ b/your-project/.ipynb_checkpoints/Untitled-checkpoint.ipynb @@ -24,25 +24,30 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 90, "metadata": {}, "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\pandas\\core\\frame.py:3940: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame\n", - "\n", - "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n", - " errors=errors)\n", - "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\pandas\\core\\indexing.py:543: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n", - " self.obj[item] = s\n" - ] + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 90, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ @@ -64,7 +69,8 @@ "\n", "Polygons = (europe.loc[43].at['geometry'])[1]\n", "#print(Polygons)\n", - "europe.loc[europe['Country'] == 'France', 'geometry'] = Polygons\n" + "europe.loc[europe['Country'] == 'France', 'geometry'] = Polygons\n", + "world.plot()" ] }, { @@ -4133,7 +4139,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 60, @@ -4811,7 +4817,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 63, @@ -4848,7 +4854,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 64, @@ -5089,7 +5095,7 @@ }, { "cell_type": "code", - "execution_count": 156, + "execution_count": 68, "metadata": {}, "outputs": [ { @@ -5949,9 +5955,17 @@ }, { "cell_type": "code", - "execution_count": 165, + "execution_count": 72, "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\matplotlib\\colors.py:479: RuntimeWarning: invalid value encountered in less\n", + " xa[xa < 0] = -1\n" + ] + }, { "data": { "image/png": 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\n", @@ -5984,7 +5998,7 @@ }, { "cell_type": "code", - "execution_count": 166, + "execution_count": 73, "metadata": {}, "outputs": [ { @@ -6019,7 +6033,7 @@ }, { "cell_type": "code", - "execution_count": 167, + "execution_count": 74, "metadata": {}, "outputs": [ { @@ -6054,7 +6068,7 @@ }, { "cell_type": "code", - "execution_count": 168, + "execution_count": 75, "metadata": {}, "outputs": [ { @@ -6089,7 +6103,7 @@ }, { "cell_type": "code", - "execution_count": 169, + "execution_count": 76, "metadata": {}, "outputs": [ { @@ -6124,7 +6138,7 @@ }, { "cell_type": "code", - "execution_count": 138, + "execution_count": 77, "metadata": {}, "outputs": [ { @@ -6163,272 +6177,262 @@ }, { "cell_type": "code", - "execution_count": 173, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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Quintile Share Alcohol Deaths Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%)
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Quintile Share Alcohol Deaths Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%)
Quintile Share1-0.270.020.045-0.160.1-0.27Quintile Share1-0.270.020.045-0.160.1-0.27
Alcohol Deaths-0.2710.260.0270.090.00570.34Alcohol Deaths-0.2710.260.0270.090.00570.34
Alcohol Everyday Top (%)0.020.2610.81-0.6-0.59-0.11Alcohol Everyday Top (%)0.020.2610.81-0.6-0.59-0.11
Alcohol Everyday Bottom (%)0.0450.0270.811-0.55-0.77-0.23Alcohol Everyday Bottom (%)0.0450.0270.811-0.55-0.77-0.23
Alcohol Month Top (%)-0.160.09-0.6-0.5510.630.54Alcohol Month Top (%)-0.160.09-0.6-0.5510.630.54
Alcohol Month Bottom (%)0.10.0057-0.59-0.770.6310.2Alcohol Month Bottom (%)0.10.0057-0.59-0.770.6310.2
Binge-Drink Monthly(%)-0.270.34-0.11-0.230.540.21Binge-Drink Monthly(%)-0.270.34-0.11-0.230.540.21
" ], "text/plain": [ - "" + "" ] }, - "execution_count": 180, + "execution_count": 86, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "matrix = alcohol_country3.corr().style.background_gradient(cmap='RdYlGn',axis=None).set_precision(2).render()\n" + "matrix = alcohol_country3.corr().style.background_gradient(cmap='RdYlGn',axis=None).set_precision(2)\n", + "matrix" ] }, { "cell_type": "code", - "execution_count": 197, + "execution_count": 80, "metadata": {}, "outputs": [ { @@ -6521,7 +6525,7 @@ "2 NaN NaN NaN " ] }, - "execution_count": 197, + "execution_count": 80, "metadata": {}, "output_type": "execute_result" } @@ -6532,7 +6536,7 @@ }, { "cell_type": "code", - "execution_count": 196, + "execution_count": 81, "metadata": {}, "outputs": [ { @@ -6629,7 +6633,7 @@ "9 Iceland 3.1" ] }, - "execution_count": 196, + "execution_count": 81, "metadata": {}, "output_type": "execute_result" } @@ -6642,7 +6646,7 @@ }, { "cell_type": "code", - "execution_count": 203, + "execution_count": 82, "metadata": {}, "outputs": [ { @@ -6703,12 +6707,12 @@ " \n", " \n", " 6\n", - " Ireland\n", + " Italy\n", " 0.32\n", " \n", " \n", " 7\n", - " Italy\n", + " Ireland\n", " 0.32\n", " \n", " \n", @@ -6733,13 +6737,13 @@ "3 Germany 5.83\n", "4 Austria 5.39\n", "5 Bulgaria 0.34\n", - "6 Ireland 0.32\n", - "7 Italy 0.32\n", + "6 Italy 0.32\n", + "7 Ireland 0.32\n", "8 Greece 0.12\n", "9 Turkey 0.05" ] }, - "execution_count": 203, + "execution_count": 82, "metadata": {}, "output_type": "execute_result" } @@ -6751,6 +6755,13 @@ "alcohol_country41.reset_index(drop=True)" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null, From 0479338aeb8a02a1a7e5e60db6a393a5daa8cd82 Mon Sep 17 00:00:00 2001 From: naivm Date: Fri, 13 Sep 2019 11:40:24 +0100 Subject: [PATCH 5/8] clean up --- your-project/Alcohol Deaths.png | Bin 54432 -> 0 bytes your-project/Alcohol Everyday Bottom.png | Bin 58493 -> 0 bytes your-project/Alcohol Everyday Top (%).png | Bin 58660 -> 0 bytes your-project/Binge-Drink Monthly.png | Bin 53501 -> 0 bytes your-project/Daily_green_2quintile.csv | 97 ----------- your-project/Daily_green_3quintile.csv | 97 ----------- your-project/Daily_green_4quintile.csv | 97 ----------- your-project/Frequency_alcohol_2quintile.csv | 151 ------------------ your-project/Frequency_alcohol_3quintile.csv | 151 ------------------ your-project/Frequency_alcohol_4quintile.csv | 151 ------------------ your-project/Inequality and Alcohol.png | Bin 18838 -> 0 bytes your-project/Matrix.png | Bin 1324 -> 0 bytes your-project/Quintile Share.png | Bin 53164 -> 0 bytes .../Time_physical_income_2quintile.csv | 121 -------------- .../Time_physical_income_3quintile.csv | 121 -------------- .../Time_physical_income_4quintile.csv | 121 -------------- your-project/gini_per_country.csv | 148 ----------------- your-project/hlth_cd_asdr2_Label.csv | 78 --------- your-project/hlth_ehis_al1i_Label.csv | 85 ---------- your-project/hlth_ehis_al3e_Label.csv | 77 --------- your-project/hlth_ehis_fv3i_Label.csv | 85 ---------- your-project/hlth_ehis_pe2i_Label.csv | 84 ---------- your-project/ilc_di11_Label.csv | 75 --------- 23 files changed, 1739 deletions(-) delete mode 100644 your-project/Alcohol Deaths.png delete mode 100644 your-project/Alcohol Everyday Bottom.png delete mode 100644 your-project/Alcohol Everyday Top (%).png delete mode 100644 your-project/Binge-Drink Monthly.png delete mode 100644 your-project/Daily_green_2quintile.csv delete mode 100644 your-project/Daily_green_3quintile.csv delete mode 100644 your-project/Daily_green_4quintile.csv delete mode 100644 your-project/Frequency_alcohol_2quintile.csv delete mode 100644 your-project/Frequency_alcohol_3quintile.csv delete mode 100644 your-project/Frequency_alcohol_4quintile.csv delete mode 100644 your-project/Inequality and Alcohol.png delete mode 100644 your-project/Matrix.png delete 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diff --git a/your-project/Daily_green_2quintile.csv b/your-project/Daily_green_2quintile.csv deleted file mode 100644 index 3771e71..0000000 --- a/your-project/Daily_green_2quintile.csv +++ /dev/null @@ -1,97 +0,0 @@ -"N_PORTION","GEO","UNIT","TIME","QUANTILE","SEX","AGE","Value","Flag and Footnotes" -"0 portions","European Union - 28 countries","Percentage","2014","Second quintile","Total","Total","35.7","" -"From 1 to 4 portions","European Union - 28 countries","Percentage","2014","Second quintile","Total","Total","50.9","" -"5 portions or more","European Union - 28 countries","Percentage","2014","Second quintile","Total","Total","13.3","" -"0 portions","Belgium","Percentage","2014","Second quintile","Total","Total","15.7","" -"From 1 to 4 portions","Belgium","Percentage","2014","Second quintile","Total","Total","73.4","" -"5 portions or more","Belgium","Percentage","2014","Second quintile","Total","Total","10.9","" -"0 portions","Bulgaria","Percentage","2014","Second quintile","Total","Total","61.4","" -"From 1 to 4 portions","Bulgaria","Percentage","2014","Second quintile","Total","Total","32.9","" -"5 portions or more","Bulgaria","Percentage","2014","Second quintile","Total","Total","5.6","" -"0 portions","Czechia","Percentage","2014","Second quintile","Total","Total","50.0","" -"From 1 to 4 portions","Czechia","Percentage","2014","Second quintile","Total","Total","41.5","" -"5 portions or more","Czechia","Percentage","2014","Second quintile","Total","Total","8.5","" -"0 portions","Denmark","Percentage","2014","Second quintile","Total","Total","39.8","" -"From 1 to 4 portions","Denmark","Percentage","2014","Second quintile","Total","Total","35.0","" -"5 portions or more","Denmark","Percentage","2014","Second quintile","Total","Total","25.3","" -"0 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Second quintile","Total","Total","43.9","" -"From 1 to 4 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Second quintile","Total","Total","46.4","" -"5 portions or more","Germany (until 1990 former territory of the FRG)","Percentage","2014","Second quintile","Total","Total","9.7","" -"0 portions","Estonia","Percentage","2014","Second quintile","Total","Total","32.2","" -"From 1 to 4 portions","Estonia","Percentage","2014","Second quintile","Total","Total","52.0","" -"5 portions or more","Estonia","Percentage","2014","Second quintile","Total","Total","15.7","" -"0 portions","Ireland","Percentage","2014","Second quintile","Total","Total","34.2","" -"From 1 to 4 portions","Ireland","Percentage","2014","Second quintile","Total","Total","37.5","" -"5 portions or more","Ireland","Percentage","2014","Second quintile","Total","Total","28.3","" -"0 portions","Greece","Percentage","2014","Second quintile","Total","Total","29.1","" -"From 1 to 4 portions","Greece","Percentage","2014","Second quintile","Total","Total","63.4","" -"5 portions or more","Greece","Percentage","2014","Second quintile","Total","Total","7.5","" -"0 portions","Spain","Percentage","2014","Second quintile","Total","Total","22.9","" -"From 1 to 4 portions","Spain","Percentage","2014","Second quintile","Total","Total","63.0","" -"5 portions or more","Spain","Percentage","2014","Second quintile","Total","Total","14.1","" -"0 portions","France","Percentage","2014","Second quintile","Total","Total","36.3","" -"From 1 to 4 portions","France","Percentage","2014","Second quintile","Total","Total","50.4","" -"5 portions or more","France","Percentage","2014","Second quintile","Total","Total","13.3","" -"0 portions","Croatia","Percentage","2014","Second quintile","Total","Total","32.1","" -"From 1 to 4 portions","Croatia","Percentage","2014","Second quintile","Total","Total","60.1","" -"5 portions or more","Croatia","Percentage","2014","Second quintile","Total","Total","7.8","" -"0 portions","Italy","Percentage","2014","Second quintile","Total","Total","25.7","" -"From 1 to 4 portions","Italy","Percentage","2014","Second quintile","Total","Total","63.7","" -"5 portions or more","Italy","Percentage","2014","Second quintile","Total","Total","10.6","" -"0 portions","Cyprus","Percentage","2014","Second quintile","Total","Total","34.7","" -"From 1 to 4 portions","Cyprus","Percentage","2014","Second quintile","Total","Total","49.6","" -"5 portions or more","Cyprus","Percentage","2014","Second quintile","Total","Total","15.7","" -"0 portions","Latvia","Percentage","2014","Second quintile","Total","Total","48.4","" -"From 1 to 4 portions","Latvia","Percentage","2014","Second quintile","Total","Total","40.4","" -"5 portions or more","Latvia","Percentage","2014","Second quintile","Total","Total","11.2","" -"0 portions","Lithuania","Percentage","2014","Second quintile","Total","Total","53.6","" -"From 1 to 4 portions","Lithuania","Percentage","2014","Second quintile","Total","Total","35.5","" -"5 portions or more","Lithuania","Percentage","2014","Second quintile","Total","Total","10.9","" -"0 portions","Luxembourg","Percentage","2014","Second quintile","Total","Total","37.9","" -"From 1 to 4 portions","Luxembourg","Percentage","2014","Second quintile","Total","Total","51.0","" -"5 portions or more","Luxembourg","Percentage","2014","Second quintile","Total","Total","11.1","" -"0 portions","Hungary","Percentage","2014","Second quintile","Total","Total","34.2","" -"From 1 to 4 portions","Hungary","Percentage","2014","Second quintile","Total","Total","55.2","" -"5 portions or more","Hungary","Percentage","2014","Second quintile","Total","Total","10.6","" -"0 portions","Malta","Percentage","2014","Second quintile","Total","Total","35.0","" -"From 1 to 4 portions","Malta","Percentage","2014","Second quintile","Total","Total","49.3","" -"5 portions or more","Malta","Percentage","2014","Second quintile","Total","Total","15.7","" -"0 portions","Netherlands","Percentage","2014","Second quintile","Total","Total","43.2","" -"From 1 to 4 portions","Netherlands","Percentage","2014","Second quintile","Total","Total","33.4","" -"5 portions or more","Netherlands","Percentage","2014","Second quintile","Total","Total","23.4","" -"0 portions","Austria","Percentage","2014","Second quintile","Total","Total","31.9","" -"From 1 to 4 portions","Austria","Percentage","2014","Second quintile","Total","Total","61.5","" -"5 portions or more","Austria","Percentage","2014","Second quintile","Total","Total","6.6","" -"0 portions","Poland","Percentage","2014","Second quintile","Total","Total","39.0","" -"From 1 to 4 portions","Poland","Percentage","2014","Second quintile","Total","Total","52.0","" -"5 portions or more","Poland","Percentage","2014","Second quintile","Total","Total","8.9","" -"0 portions","Portugal","Percentage","2014","Second quintile","Total","Total","22.5","" -"From 1 to 4 portions","Portugal","Percentage","2014","Second quintile","Total","Total","62.6","" -"5 portions or more","Portugal","Percentage","2014","Second quintile","Total","Total","14.9","" -"0 portions","Romania","Percentage","2014","Second quintile","Total","Total","70.4","" -"From 1 to 4 portions","Romania","Percentage","2014","Second quintile","Total","Total","27.0","" -"5 portions or more","Romania","Percentage","2014","Second quintile","Total","Total","2.7","" -"0 portions","Slovenia","Percentage","2014","Second quintile","Total","Total","27.4","" -"From 1 to 4 portions","Slovenia","Percentage","2014","Second quintile","Total","Total","65.6","" -"5 portions or more","Slovenia","Percentage","2014","Second quintile","Total","Total","6.9","" -"0 portions","Slovakia","Percentage","2014","Second quintile","Total","Total","46.2","" -"From 1 to 4 portions","Slovakia","Percentage","2014","Second quintile","Total","Total","43.9","" -"5 portions or more","Slovakia","Percentage","2014","Second quintile","Total","Total","9.9","" -"0 portions","Finland","Percentage","2014","Second quintile","Total","Total","47.9","" -"From 1 to 4 portions","Finland","Percentage","2014","Second quintile","Total","Total","41.8","" -"5 portions or more","Finland","Percentage","2014","Second quintile","Total","Total","10.3","" -"0 portions","Sweden","Percentage","2014","Second quintile","Total","Total","36.4","" -"From 1 to 4 portions","Sweden","Percentage","2014","Second quintile","Total","Total","55.1","" -"5 portions or more","Sweden","Percentage","2014","Second quintile","Total","Total","8.5","" -"0 portions","United Kingdom","Percentage","2014","Second quintile","Total","Total","24.2","" -"From 1 to 4 portions","United Kingdom","Percentage","2014","Second quintile","Total","Total","45.8","" -"5 portions or more","United Kingdom","Percentage","2014","Second quintile","Total","Total","30.0","" -"0 portions","Iceland","Percentage","2014","Second quintile","Total","Total","35.2","" -"From 1 to 4 portions","Iceland","Percentage","2014","Second quintile","Total","Total","54.6","" -"5 portions or more","Iceland","Percentage","2014","Second quintile","Total","Total","10.2","" -"0 portions","Norway","Percentage","2014","Second quintile","Total","Total","30.6","" -"From 1 to 4 portions","Norway","Percentage","2014","Second quintile","Total","Total","63.3","" -"5 portions or more","Norway","Percentage","2014","Second quintile","Total","Total","6.2","" -"0 portions","Turkey","Percentage","2014","Second quintile","Total","Total","33.4","" -"From 1 to 4 portions","Turkey","Percentage","2014","Second quintile","Total","Total","64.1","" -"5 portions or more","Turkey","Percentage","2014","Second quintile","Total","Total","2.5","" diff --git a/your-project/Daily_green_3quintile.csv b/your-project/Daily_green_3quintile.csv deleted file mode 100644 index 071dfc5..0000000 --- a/your-project/Daily_green_3quintile.csv +++ /dev/null @@ -1,97 +0,0 @@ -"N_PORTION","GEO","UNIT","TIME","QUANTILE","SEX","AGE","Value","Flag and Footnotes" -"0 portions","European Union - 28 countries","Percentage","2014","Third quintile","Total","Total","34.0","" -"From 1 to 4 portions","European Union - 28 countries","Percentage","2014","Third quintile","Total","Total","51.7","" -"5 portions or more","European Union - 28 countries","Percentage","2014","Third quintile","Total","Total","14.3","" -"0 portions","Belgium","Percentage","2014","Third quintile","Total","Total","14.3","" -"From 1 to 4 portions","Belgium","Percentage","2014","Third quintile","Total","Total","73.0","" -"5 portions or more","Belgium","Percentage","2014","Third quintile","Total","Total","12.7","" -"0 portions","Bulgaria","Percentage","2014","Third quintile","Total","Total","56.5","" -"From 1 to 4 portions","Bulgaria","Percentage","2014","Third quintile","Total","Total","39.5","" -"5 portions or more","Bulgaria","Percentage","2014","Third quintile","Total","Total","4.0","" -"0 portions","Czechia","Percentage","2014","Third quintile","Total","Total","44.2","" -"From 1 to 4 portions","Czechia","Percentage","2014","Third quintile","Total","Total","47.2","" -"5 portions or more","Czechia","Percentage","2014","Third quintile","Total","Total","8.6","" -"0 portions","Denmark","Percentage","2014","Third quintile","Total","Total","40.2","" -"From 1 to 4 portions","Denmark","Percentage","2014","Third quintile","Total","Total","35.8","" -"5 portions or more","Denmark","Percentage","2014","Third quintile","Total","Total","24.0","" -"0 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Third quintile","Total","Total","45.2","" -"From 1 to 4 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Third quintile","Total","Total","45.3","" -"5 portions or more","Germany (until 1990 former territory of the FRG)","Percentage","2014","Third quintile","Total","Total","9.6","" -"0 portions","Estonia","Percentage","2014","Third quintile","Total","Total","29.1","" -"From 1 to 4 portions","Estonia","Percentage","2014","Third quintile","Total","Total","49.2","" -"5 portions or more","Estonia","Percentage","2014","Third quintile","Total","Total","21.7","" -"0 portions","Ireland","Percentage","2014","Third quintile","Total","Total","32.8","" -"From 1 to 4 portions","Ireland","Percentage","2014","Third quintile","Total","Total","39.1","" -"5 portions or more","Ireland","Percentage","2014","Third quintile","Total","Total","28.2","" -"0 portions","Greece","Percentage","2014","Third quintile","Total","Total","23.9","" -"From 1 to 4 portions","Greece","Percentage","2014","Third quintile","Total","Total","68.3","" -"5 portions or more","Greece","Percentage","2014","Third quintile","Total","Total","7.8","" -"0 portions","Spain","Percentage","2014","Third quintile","Total","Total","24.1","" -"From 1 to 4 portions","Spain","Percentage","2014","Third quintile","Total","Total","63.4","" -"5 portions or more","Spain","Percentage","2014","Third quintile","Total","Total","12.4","" -"0 portions","France","Percentage","2014","Third quintile","Total","Total","35.5","" -"From 1 to 4 portions","France","Percentage","2014","Third quintile","Total","Total","49.2","" -"5 portions or more","France","Percentage","2014","Third quintile","Total","Total","15.4","" -"0 portions","Croatia","Percentage","2014","Third quintile","Total","Total","28.2","" -"From 1 to 4 portions","Croatia","Percentage","2014","Third quintile","Total","Total","65.7","" -"5 portions or more","Croatia","Percentage","2014","Third quintile","Total","Total","6.0","" -"0 portions","Italy","Percentage","2014","Third quintile","Total","Total","20.8","" -"From 1 to 4 portions","Italy","Percentage","2014","Third quintile","Total","Total","67.2","" -"5 portions or more","Italy","Percentage","2014","Third quintile","Total","Total","11.9","" -"0 portions","Cyprus","Percentage","2014","Third quintile","Total","Total","32.3","" -"From 1 to 4 portions","Cyprus","Percentage","2014","Third quintile","Total","Total","48.7","" -"5 portions or more","Cyprus","Percentage","2014","Third quintile","Total","Total","19.0","" -"0 portions","Latvia","Percentage","2014","Third quintile","Total","Total","45.8","" -"From 1 to 4 portions","Latvia","Percentage","2014","Third quintile","Total","Total","43.5","" -"5 portions or more","Latvia","Percentage","2014","Third quintile","Total","Total","10.6","" -"0 portions","Lithuania","Percentage","2014","Third quintile","Total","Total","44.8","" -"From 1 to 4 portions","Lithuania","Percentage","2014","Third quintile","Total","Total","40.6","" -"5 portions or more","Lithuania","Percentage","2014","Third quintile","Total","Total","14.5","" -"0 portions","Luxembourg","Percentage","2014","Third quintile","Total","Total","33.9","" -"From 1 to 4 portions","Luxembourg","Percentage","2014","Third quintile","Total","Total","47.6","" -"5 portions or more","Luxembourg","Percentage","2014","Third quintile","Total","Total","18.5","" -"0 portions","Hungary","Percentage","2014","Third quintile","Total","Total","30.6","" -"From 1 to 4 portions","Hungary","Percentage","2014","Third quintile","Total","Total","58.9","" -"5 portions or more","Hungary","Percentage","2014","Third quintile","Total","Total","10.5","" -"0 portions","Malta","Percentage","2014","Third quintile","Total","Total","39.4","" -"From 1 to 4 portions","Malta","Percentage","2014","Third quintile","Total","Total","43.7","" -"5 portions or more","Malta","Percentage","2014","Third quintile","Total","Total","16.8","" -"0 portions","Netherlands","Percentage","2014","Third quintile","Total","Total","50.3","" -"From 1 to 4 portions","Netherlands","Percentage","2014","Third quintile","Total","Total","26.9","" -"5 portions or more","Netherlands","Percentage","2014","Third quintile","Total","Total","22.8","" -"0 portions","Austria","Percentage","2014","Third quintile","Total","Total","31.8","" -"From 1 to 4 portions","Austria","Percentage","2014","Third quintile","Total","Total","61.1","" -"5 portions or more","Austria","Percentage","2014","Third quintile","Total","Total","7.1","" -"0 portions","Poland","Percentage","2014","Third quintile","Total","Total","33.1","" -"From 1 to 4 portions","Poland","Percentage","2014","Third quintile","Total","Total","56.6","" -"5 portions or more","Poland","Percentage","2014","Third quintile","Total","Total","10.3","" -"0 portions","Portugal","Percentage","2014","Third quintile","Total","Total","19.9","" -"From 1 to 4 portions","Portugal","Percentage","2014","Third quintile","Total","Total","62.3","" -"5 portions or more","Portugal","Percentage","2014","Third quintile","Total","Total","17.8","" -"0 portions","Romania","Percentage","2014","Third quintile","Total","Total","63.7","" -"From 1 to 4 portions","Romania","Percentage","2014","Third quintile","Total","Total","32.6","" -"5 portions or more","Romania","Percentage","2014","Third quintile","Total","Total","3.6","" -"0 portions","Slovenia","Percentage","2014","Third quintile","Total","Total","29.4","" -"From 1 to 4 portions","Slovenia","Percentage","2014","Third quintile","Total","Total","63.9","" -"5 portions or more","Slovenia","Percentage","2014","Third quintile","Total","Total","6.8","" -"0 portions","Slovakia","Percentage","2014","Third quintile","Total","Total","46.3","" -"From 1 to 4 portions","Slovakia","Percentage","2014","Third quintile","Total","Total","43.5","" -"5 portions or more","Slovakia","Percentage","2014","Third quintile","Total","Total","10.2","" -"0 portions","Finland","Percentage","2014","Third quintile","Total","Total","42.5","" -"From 1 to 4 portions","Finland","Percentage","2014","Third quintile","Total","Total","43.9","" -"5 portions or more","Finland","Percentage","2014","Third quintile","Total","Total","13.5","" -"0 portions","Sweden","Percentage","2014","Third quintile","Total","Total","34.9","" -"From 1 to 4 portions","Sweden","Percentage","2014","Third quintile","Total","Total","55.8","" -"5 portions or more","Sweden","Percentage","2014","Third quintile","Total","Total","9.4","" -"0 portions","United Kingdom","Percentage","2014","Third quintile","Total","Total","19.6","" -"From 1 to 4 portions","United Kingdom","Percentage","2014","Third quintile","Total","Total","46.5","" -"5 portions or more","United Kingdom","Percentage","2014","Third quintile","Total","Total","33.9","" -"0 portions","Iceland","Percentage","2014","Third quintile","Total","Total","32.6","" -"From 1 to 4 portions","Iceland","Percentage","2014","Third quintile","Total","Total","58.0","" -"5 portions or more","Iceland","Percentage","2014","Third quintile","Total","Total","9.4","" -"0 portions","Norway","Percentage","2014","Third quintile","Total","Total","29.0","" -"From 1 to 4 portions","Norway","Percentage","2014","Third quintile","Total","Total","66.0","" -"5 portions or more","Norway","Percentage","2014","Third quintile","Total","Total","4.9","" -"0 portions","Turkey","Percentage","2014","Third quintile","Total","Total","30.3","" -"From 1 to 4 portions","Turkey","Percentage","2014","Third quintile","Total","Total","66.1","" -"5 portions or more","Turkey","Percentage","2014","Third quintile","Total","Total","3.6","" diff --git a/your-project/Daily_green_4quintile.csv b/your-project/Daily_green_4quintile.csv deleted file mode 100644 index 583814c..0000000 --- a/your-project/Daily_green_4quintile.csv +++ /dev/null @@ -1,97 +0,0 @@ -"N_PORTION","GEO","UNIT","TIME","QUANTILE","SEX","AGE","Value","Flag and Footnotes" -"0 portions","European Union - 28 countries","Percentage","2014","Fourth quintile","Total","Total","33.1","" -"From 1 to 4 portions","European Union - 28 countries","Percentage","2014","Fourth quintile","Total","Total","51.6","" -"5 portions or more","European Union - 28 countries","Percentage","2014","Fourth quintile","Total","Total","15.2","" -"0 portions","Belgium","Percentage","2014","Fourth quintile","Total","Total","15.1","" -"From 1 to 4 portions","Belgium","Percentage","2014","Fourth quintile","Total","Total","71.9","" -"5 portions or more","Belgium","Percentage","2014","Fourth quintile","Total","Total","13.0","" -"0 portions","Bulgaria","Percentage","2014","Fourth quintile","Total","Total","55.5","" -"From 1 to 4 portions","Bulgaria","Percentage","2014","Fourth quintile","Total","Total","40.3","" -"5 portions or more","Bulgaria","Percentage","2014","Fourth quintile","Total","Total","4.2","" -"0 portions","Czechia","Percentage","2014","Fourth quintile","Total","Total","44.1","" -"From 1 to 4 portions","Czechia","Percentage","2014","Fourth quintile","Total","Total","46.2","" -"5 portions or more","Czechia","Percentage","2014","Fourth quintile","Total","Total","9.7","" -"0 portions","Denmark","Percentage","2014","Fourth quintile","Total","Total","32.3","" -"From 1 to 4 portions","Denmark","Percentage","2014","Fourth quintile","Total","Total","40.1","" -"5 portions or more","Denmark","Percentage","2014","Fourth quintile","Total","Total","27.6","" -"0 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Fourth quintile","Total","Total","47.0","" -"From 1 to 4 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Fourth quintile","Total","Total","43.3","" -"5 portions or more","Germany (until 1990 former territory of the FRG)","Percentage","2014","Fourth quintile","Total","Total","9.7","" -"0 portions","Estonia","Percentage","2014","Fourth quintile","Total","Total","33.2","" -"From 1 to 4 portions","Estonia","Percentage","2014","Fourth quintile","Total","Total","47.4","" -"5 portions or more","Estonia","Percentage","2014","Fourth quintile","Total","Total","19.5","" -"0 portions","Ireland","Percentage","2014","Fourth quintile","Total","Total","32.0","" -"From 1 to 4 portions","Ireland","Percentage","2014","Fourth quintile","Total","Total","38.4","" -"5 portions or more","Ireland","Percentage","2014","Fourth quintile","Total","Total","29.6","" -"0 portions","Greece","Percentage","2014","Fourth quintile","Total","Total","32.6","" -"From 1 to 4 portions","Greece","Percentage","2014","Fourth quintile","Total","Total","61.2","" -"5 portions or more","Greece","Percentage","2014","Fourth quintile","Total","Total","6.2","" -"0 portions","Spain","Percentage","2014","Fourth quintile","Total","Total","23.6","" -"From 1 to 4 portions","Spain","Percentage","2014","Fourth quintile","Total","Total","61.8","" -"5 portions or more","Spain","Percentage","2014","Fourth quintile","Total","Total","14.6","" -"0 portions","France","Percentage","2014","Fourth quintile","Total","Total","30.6","" -"From 1 to 4 portions","France","Percentage","2014","Fourth quintile","Total","Total","53.8","" -"5 portions or more","France","Percentage","2014","Fourth quintile","Total","Total","15.5","" -"0 portions","Croatia","Percentage","2014","Fourth quintile","Total","Total","31.4","" -"From 1 to 4 portions","Croatia","Percentage","2014","Fourth quintile","Total","Total","61.0","" -"5 portions or more","Croatia","Percentage","2014","Fourth quintile","Total","Total","7.6","" -"0 portions","Italy","Percentage","2014","Fourth quintile","Total","Total","20.6","" -"From 1 to 4 portions","Italy","Percentage","2014","Fourth quintile","Total","Total","66.6","" -"5 portions or more","Italy","Percentage","2014","Fourth quintile","Total","Total","12.7","" -"0 portions","Cyprus","Percentage","2014","Fourth quintile","Total","Total","30.1","" -"From 1 to 4 portions","Cyprus","Percentage","2014","Fourth quintile","Total","Total","52.6","" -"5 portions or more","Cyprus","Percentage","2014","Fourth quintile","Total","Total","17.3","" -"0 portions","Latvia","Percentage","2014","Fourth quintile","Total","Total","44.6","" -"From 1 to 4 portions","Latvia","Percentage","2014","Fourth quintile","Total","Total","42.4","" -"5 portions or more","Latvia","Percentage","2014","Fourth quintile","Total","Total","13.0","" -"0 portions","Lithuania","Percentage","2014","Fourth quintile","Total","Total","39.3","" -"From 1 to 4 portions","Lithuania","Percentage","2014","Fourth quintile","Total","Total","45.0","" -"5 portions or more","Lithuania","Percentage","2014","Fourth quintile","Total","Total","15.7","" -"0 portions","Luxembourg","Percentage","2014","Fourth quintile","Total","Total","33.7","" -"From 1 to 4 portions","Luxembourg","Percentage","2014","Fourth quintile","Total","Total","50.4","" -"5 portions or more","Luxembourg","Percentage","2014","Fourth quintile","Total","Total","15.8","" -"0 portions","Hungary","Percentage","2014","Fourth quintile","Total","Total","29.8","" -"From 1 to 4 portions","Hungary","Percentage","2014","Fourth quintile","Total","Total","60.7","" -"5 portions or more","Hungary","Percentage","2014","Fourth quintile","Total","Total","9.5","" -"0 portions","Malta","Percentage","2014","Fourth quintile","Total","Total","34.0","" -"From 1 to 4 portions","Malta","Percentage","2014","Fourth quintile","Total","Total","49.1","" -"5 portions or more","Malta","Percentage","2014","Fourth quintile","Total","Total","16.9","" -"0 portions","Netherlands","Percentage","2014","Fourth quintile","Total","Total","46.9","" -"From 1 to 4 portions","Netherlands","Percentage","2014","Fourth quintile","Total","Total","28.7","" -"5 portions or more","Netherlands","Percentage","2014","Fourth quintile","Total","Total","24.4","" -"0 portions","Austria","Percentage","2014","Fourth quintile","Total","Total","30.9","" -"From 1 to 4 portions","Austria","Percentage","2014","Fourth quintile","Total","Total","62.3","" -"5 portions or more","Austria","Percentage","2014","Fourth quintile","Total","Total","6.8","" -"0 portions","Poland","Percentage","2014","Fourth quintile","Total","Total","31.0","" -"From 1 to 4 portions","Poland","Percentage","2014","Fourth quintile","Total","Total","58.4","" -"5 portions or more","Poland","Percentage","2014","Fourth quintile","Total","Total","10.6","" -"0 portions","Portugal","Percentage","2014","Fourth quintile","Total","Total","18.2","" -"From 1 to 4 portions","Portugal","Percentage","2014","Fourth quintile","Total","Total","62.8","" -"5 portions or more","Portugal","Percentage","2014","Fourth quintile","Total","Total","19.0","" -"0 portions","Romania","Percentage","2014","Fourth quintile","Total","Total","61.8","" -"From 1 to 4 portions","Romania","Percentage","2014","Fourth quintile","Total","Total","34.5","" -"5 portions or more","Romania","Percentage","2014","Fourth quintile","Total","Total","3.8","" -"0 portions","Slovenia","Percentage","2014","Fourth quintile","Total","Total","29.6","" -"From 1 to 4 portions","Slovenia","Percentage","2014","Fourth quintile","Total","Total","61.9","" -"5 portions or more","Slovenia","Percentage","2014","Fourth quintile","Total","Total","8.5","" -"0 portions","Slovakia","Percentage","2014","Fourth quintile","Total","Total","45.0","" -"From 1 to 4 portions","Slovakia","Percentage","2014","Fourth quintile","Total","Total","43.3","" -"5 portions or more","Slovakia","Percentage","2014","Fourth quintile","Total","Total","11.7","" -"0 portions","Finland","Percentage","2014","Fourth quintile","Total","Total","40.0","" -"From 1 to 4 portions","Finland","Percentage","2014","Fourth quintile","Total","Total","47.0","" -"5 portions or more","Finland","Percentage","2014","Fourth quintile","Total","Total","13.1","" -"0 portions","Sweden","Percentage","2014","Fourth quintile","Total","Total","38.0","" -"From 1 to 4 portions","Sweden","Percentage","2014","Fourth quintile","Total","Total","54.0","" -"5 portions or more","Sweden","Percentage","2014","Fourth quintile","Total","Total","8.0","" -"0 portions","United Kingdom","Percentage","2014","Fourth quintile","Total","Total","18.7","" -"From 1 to 4 portions","United Kingdom","Percentage","2014","Fourth quintile","Total","Total","45.4","" -"5 portions or more","United Kingdom","Percentage","2014","Fourth quintile","Total","Total","36.0","" -"0 portions","Iceland","Percentage","2014","Fourth quintile","Total","Total","33.4","" -"From 1 to 4 portions","Iceland","Percentage","2014","Fourth quintile","Total","Total","55.3","" -"5 portions or more","Iceland","Percentage","2014","Fourth quintile","Total","Total","11.3","" -"0 portions","Norway","Percentage","2014","Fourth quintile","Total","Total","28.7","" -"From 1 to 4 portions","Norway","Percentage","2014","Fourth quintile","Total","Total","63.7","" -"5 portions or more","Norway","Percentage","2014","Fourth quintile","Total","Total","7.6","" -"0 portions","Turkey","Percentage","2014","Fourth quintile","Total","Total","30.2","" -"From 1 to 4 portions","Turkey","Percentage","2014","Fourth quintile","Total","Total","66.6","" -"5 portions or more","Turkey","Percentage","2014","Fourth quintile","Total","Total","3.3","" diff --git a/your-project/Frequency_alcohol_2quintile.csv b/your-project/Frequency_alcohol_2quintile.csv deleted file mode 100644 index 0cf7ca8..0000000 --- a/your-project/Frequency_alcohol_2quintile.csv +++ /dev/null @@ -1,151 +0,0 @@ -"FREQUENC","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" -"Every day","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","8.7","e" -"Every week","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","25.3","e" -"Every month","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","22.5","e" -"Less than once a month","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","15.2","e" -"Never or not in the last 12 months","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","28.4","e" -"Every day","Belgium","Percentage","Second quintile","2014","Total","Total","12.7","u" -"Every week","Belgium","Percentage","Second quintile","2014","Total","Total","28.6","u" -"Every month","Belgium","Percentage","Second quintile","2014","Total","Total","20.1","u" -"Less than once a month","Belgium","Percentage","Second quintile","2014","Total","Total","9.2","u" -"Never or not in the last 12 months","Belgium","Percentage","Second quintile","2014","Total","Total","29.3","u" -"Every day","Bulgaria","Percentage","Second quintile","2014","Total","Total","7.0","" -"Every week","Bulgaria","Percentage","Second quintile","2014","Total","Total","15.1","" -"Every month","Bulgaria","Percentage","Second quintile","2014","Total","Total","22.5","" -"Less than once a month","Bulgaria","Percentage","Second quintile","2014","Total","Total","12.5","" -"Never or not in the last 12 months","Bulgaria","Percentage","Second quintile","2014","Total","Total","43.0","" -"Every day","Czechia","Percentage","Second quintile","2014","Total","Total","8.7","" -"Every week","Czechia","Percentage","Second quintile","2014","Total","Total","26.7","" -"Every month","Czechia","Percentage","Second quintile","2014","Total","Total","26.5","" -"Less than once a month","Czechia","Percentage","Second quintile","2014","Total","Total","18.2","" -"Never or not in the last 12 months","Czechia","Percentage","Second quintile","2014","Total","Total","19.9","" -"Every day","Denmark","Percentage","Second quintile","2014","Total","Total","14.9","" -"Every week","Denmark","Percentage","Second quintile","2014","Total","Total","37.9","" -"Every month","Denmark","Percentage","Second quintile","2014","Total","Total","26.5","" -"Less than once a month","Denmark","Percentage","Second quintile","2014","Total","Total","12.5","" -"Never or not in the last 12 months","Denmark","Percentage","Second quintile","2014","Total","Total","8.1","" -"Every day","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","8.6","" -"Every week","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","34.9","" -"Every month","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","26.9","" -"Less than once a month","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","14.1","" -"Never or not in the last 12 months","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","15.5","" -"Every day","Estonia","Percentage","Second quintile","2014","Total","Total","1.1","" -"Every week","Estonia","Percentage","Second quintile","2014","Total","Total","15.6","" -"Every month","Estonia","Percentage","Second quintile","2014","Total","Total","25.3","" -"Less than once a month","Estonia","Percentage","Second quintile","2014","Total","Total","35.8","" -"Never or not in the last 12 months","Estonia","Percentage","Second quintile","2014","Total","Total","22.3","" -"Every day","Ireland","Percentage","Second quintile","2014","Total","Total","2.2","" -"Every week","Ireland","Percentage","Second quintile","2014","Total","Total","36.3","" -"Every month","Ireland","Percentage","Second quintile","2014","Total","Total","27.2","" -"Less than once a month","Ireland","Percentage","Second quintile","2014","Total","Total","11.3","" -"Never or not in the last 12 months","Ireland","Percentage","Second quintile","2014","Total","Total","22.9","" -"Every day","Greece","Percentage","Second quintile","2014","Total","Total","6.9","" -"Every week","Greece","Percentage","Second quintile","2014","Total","Total","22.8","" -"Every month","Greece","Percentage","Second quintile","2014","Total","Total","24.4","" -"Less than once a month","Greece","Percentage","Second quintile","2014","Total","Total","12.3","" -"Never or not in the last 12 months","Greece","Percentage","Second quintile","2014","Total","Total","33.5","" -"Every day","Spain","Percentage","Second quintile","2014","Total","Total","14.9","" -"Every week","Spain","Percentage","Second quintile","2014","Total","Total","15.9","" -"Every month","Spain","Percentage","Second quintile","2014","Total","Total","17.6","" -"Less than once a month","Spain","Percentage","Second quintile","2014","Total","Total","13.3","" -"Never or not in the last 12 months","Spain","Percentage","Second quintile","2014","Total","Total","38.3","" -"Every day","Croatia","Percentage","Second quintile","2014","Total","Total","10.7","" -"Every week","Croatia","Percentage","Second quintile","2014","Total","Total","12.4","" -"Every month","Croatia","Percentage","Second quintile","2014","Total","Total","18.6","" -"Less than once a month","Croatia","Percentage","Second quintile","2014","Total","Total","14.2","" -"Never or not in the last 12 months","Croatia","Percentage","Second quintile","2014","Total","Total","44.2","" -"Every day","Italy","Percentage","Second quintile","2014","Total","Total","13.2","d" -"Every week","Italy","Percentage","Second quintile","2014","Total","Total","21.9","d" -"Every month","Italy","Percentage","Second quintile","2014","Total","Total","19.2","" -"Less than once a month","Italy","Percentage","Second quintile","2014","Total","Total","8.9","d" -"Never or not in the last 12 months","Italy","Percentage","Second quintile","2014","Total","Total","36.9","d" -"Every day","Cyprus","Percentage","Second quintile","2014","Total","Total","4.2","" -"Every week","Cyprus","Percentage","Second quintile","2014","Total","Total","11.9","" -"Every month","Cyprus","Percentage","Second quintile","2014","Total","Total","21.2","" -"Less than once a month","Cyprus","Percentage","Second quintile","2014","Total","Total","9.5","" -"Never or not in the last 12 months","Cyprus","Percentage","Second quintile","2014","Total","Total","53.1","" -"Every day","Latvia","Percentage","Second quintile","2014","Total","Total","0.8","" -"Every week","Latvia","Percentage","Second quintile","2014","Total","Total","7.2","" -"Every month","Latvia","Percentage","Second quintile","2014","Total","Total","27.7","" -"Less than once a month","Latvia","Percentage","Second quintile","2014","Total","Total","32.0","" -"Never or not in the last 12 months","Latvia","Percentage","Second quintile","2014","Total","Total","32.3","" -"Every day","Lithuania","Percentage","Second quintile","2014","Total","Total","0.7","" -"Every week","Lithuania","Percentage","Second quintile","2014","Total","Total","11.2","" -"Every month","Lithuania","Percentage","Second quintile","2014","Total","Total","27.3","" -"Less than once a month","Lithuania","Percentage","Second quintile","2014","Total","Total","23.6","" -"Never or not in the last 12 months","Lithuania","Percentage","Second quintile","2014","Total","Total","37.2","" -"Every day","Luxembourg","Percentage","Second quintile","2014","Total","Total","12.9","" -"Every week","Luxembourg","Percentage","Second quintile","2014","Total","Total","34.5","" -"Every month","Luxembourg","Percentage","Second quintile","2014","Total","Total","22.6","" -"Less than once a month","Luxembourg","Percentage","Second quintile","2014","Total","Total","9.0","" -"Never or not in the last 12 months","Luxembourg","Percentage","Second quintile","2014","Total","Total","21.0","" -"Every day","Hungary","Percentage","Second quintile","2014","Total","Total","7.9","" -"Every week","Hungary","Percentage","Second quintile","2014","Total","Total","12.3","" -"Every month","Hungary","Percentage","Second quintile","2014","Total","Total","18.3","" -"Less than once a month","Hungary","Percentage","Second quintile","2014","Total","Total","26.7","" -"Never or not in the last 12 months","Hungary","Percentage","Second quintile","2014","Total","Total","34.8","" -"Every day","Malta","Percentage","Second quintile","2014","Total","Total","7.9","" -"Every week","Malta","Percentage","Second quintile","2014","Total","Total","26.6","" -"Every month","Malta","Percentage","Second quintile","2014","Total","Total","24.1","" -"Less than once a month","Malta","Percentage","Second quintile","2014","Total","Total","16.4","" -"Never or not in the last 12 months","Malta","Percentage","Second quintile","2014","Total","Total","25.1","" -"Every day","Austria","Percentage","Second quintile","2014","Total","Total","5.1","" -"Every week","Austria","Percentage","Second quintile","2014","Total","Total","25.5","" -"Every month","Austria","Percentage","Second quintile","2014","Total","Total","33.0","" -"Less than once a month","Austria","Percentage","Second quintile","2014","Total","Total","14.8","" -"Never or not in the last 12 months","Austria","Percentage","Second quintile","2014","Total","Total","21.7","" -"Every day","Poland","Percentage","Second quintile","2014","Total","Total","1.7","" -"Every week","Poland","Percentage","Second quintile","2014","Total","Total","11.6","" -"Every month","Poland","Percentage","Second quintile","2014","Total","Total","25.6","" -"Less than once a month","Poland","Percentage","Second quintile","2014","Total","Total","26.0","" -"Never or not in the last 12 months","Poland","Percentage","Second quintile","2014","Total","Total","35.1","" -"Every day","Portugal","Percentage","Second quintile","2014","Total","Total","26.0","" -"Every week","Portugal","Percentage","Second quintile","2014","Total","Total","15.0","" -"Every month","Portugal","Percentage","Second quintile","2014","Total","Total","11.6","" -"Less than once a month","Portugal","Percentage","Second quintile","2014","Total","Total","11.7","" -"Never or not in the last 12 months","Portugal","Percentage","Second quintile","2014","Total","Total","35.7","" -"Every day","Romania","Percentage","Second quintile","2014","Total","Total","3.7","" -"Every week","Romania","Percentage","Second quintile","2014","Total","Total","15.8","" -"Every month","Romania","Percentage","Second quintile","2014","Total","Total","23.2","" -"Less than once a month","Romania","Percentage","Second quintile","2014","Total","Total","10.5","" -"Never or not in the last 12 months","Romania","Percentage","Second quintile","2014","Total","Total","46.8","" -"Every day","Slovenia","Percentage","Second quintile","2014","Total","Total","8.8","" -"Every week","Slovenia","Percentage","Second quintile","2014","Total","Total","24.0","" -"Every month","Slovenia","Percentage","Second quintile","2014","Total","Total","22.3","" -"Less than once a month","Slovenia","Percentage","Second quintile","2014","Total","Total","17.3","" -"Never or not in the last 12 months","Slovenia","Percentage","Second quintile","2014","Total","Total","27.6","" -"Every day","Slovakia","Percentage","Second quintile","2014","Total","Total","2.0","" -"Every week","Slovakia","Percentage","Second quintile","2014","Total","Total","12.9","" -"Every month","Slovakia","Percentage","Second quintile","2014","Total","Total","26.4","" -"Less than once a month","Slovakia","Percentage","Second quintile","2014","Total","Total","21.6","" -"Never or not in the last 12 months","Slovakia","Percentage","Second quintile","2014","Total","Total","37.1","" -"Every day","Finland","Percentage","Second quintile","2014","Total","Total","2.5","" -"Every week","Finland","Percentage","Second quintile","2014","Total","Total","29.0","" -"Every month","Finland","Percentage","Second quintile","2014","Total","Total","29.7","" -"Less than once a month","Finland","Percentage","Second quintile","2014","Total","Total","20.2","" -"Never or not in the last 12 months","Finland","Percentage","Second quintile","2014","Total","Total","18.6","" -"Every day","Sweden","Percentage","Second quintile","2014","Total","Total","3.9","" -"Every week","Sweden","Percentage","Second quintile","2014","Total","Total","30.4","" -"Every month","Sweden","Percentage","Second quintile","2014","Total","Total","23.7","" -"Less than once a month","Sweden","Percentage","Second quintile","2014","Total","Total","17.2","" -"Never or not in the last 12 months","Sweden","Percentage","Second quintile","2014","Total","Total","24.9","" -"Every day","United Kingdom","Percentage","Second quintile","2014","Total","Total","5.7","" -"Every week","United Kingdom","Percentage","Second quintile","2014","Total","Total","36.8","" -"Every month","United Kingdom","Percentage","Second quintile","2014","Total","Total","18.4","" -"Less than once a month","United Kingdom","Percentage","Second quintile","2014","Total","Total","18.1","" -"Never or not in the last 12 months","United Kingdom","Percentage","Second quintile","2014","Total","Total","21.0","" -"Every day","Iceland","Percentage","Second quintile","2014","Total","Total","1.0","" -"Every week","Iceland","Percentage","Second quintile","2014","Total","Total","14.6","" -"Every month","Iceland","Percentage","Second quintile","2014","Total","Total","37.2","" -"Less than once a month","Iceland","Percentage","Second quintile","2014","Total","Total","25.1","" -"Never or not in the last 12 months","Iceland","Percentage","Second quintile","2014","Total","Total","22.1","" -"Every day","Norway","Percentage","Second quintile","2014","Total","Total","1.8","" -"Every week","Norway","Percentage","Second quintile","2014","Total","Total","21.8","" -"Every month","Norway","Percentage","Second quintile","2014","Total","Total","51.1","" -"Less than once a month","Norway","Percentage","Second quintile","2014","Total","Total","0","" -"Never or not in the last 12 months","Norway","Percentage","Second quintile","2014","Total","Total","25.3","" -"Every day","Turkey","Percentage","Second quintile","2014","Total","Total","0.3","" -"Every week","Turkey","Percentage","Second quintile","2014","Total","Total","2.4","" -"Every month","Turkey","Percentage","Second quintile","2014","Total","Total","4.6","" -"Less than once a month","Turkey","Percentage","Second quintile","2014","Total","Total","5.2","" -"Never or not in the last 12 months","Turkey","Percentage","Second quintile","2014","Total","Total","87.5","" diff --git a/your-project/Frequency_alcohol_3quintile.csv b/your-project/Frequency_alcohol_3quintile.csv deleted file mode 100644 index f1a72f4..0000000 --- a/your-project/Frequency_alcohol_3quintile.csv +++ /dev/null @@ -1,151 +0,0 @@ -"FREQUENC","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" -"Every day","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","9.4","e" -"Every week","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","28.6","e" -"Every month","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","22.9","e" -"Less than once a month","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","14.8","e" -"Never or not in the last 12 months","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","24.2","e" -"Every day","Belgium","Percentage","Third quintile","2014","Total","Total","14.1","" -"Every week","Belgium","Percentage","Third quintile","2014","Total","Total","39.3","" -"Every month","Belgium","Percentage","Third quintile","2014","Total","Total","19.5","" -"Less than once a month","Belgium","Percentage","Third quintile","2014","Total","Total","10.0","" -"Never or not in the last 12 months","Belgium","Percentage","Third quintile","2014","Total","Total","17.1","" -"Every day","Bulgaria","Percentage","Third quintile","2014","Total","Total","9.4","" -"Every week","Bulgaria","Percentage","Third quintile","2014","Total","Total","16.7","" -"Every month","Bulgaria","Percentage","Third quintile","2014","Total","Total","22.2","" -"Less than once a month","Bulgaria","Percentage","Third quintile","2014","Total","Total","15.2","" -"Never or not in the last 12 months","Bulgaria","Percentage","Third quintile","2014","Total","Total","36.5","" -"Every day","Czechia","Percentage","Third quintile","2014","Total","Total","9.7","" -"Every week","Czechia","Percentage","Third quintile","2014","Total","Total","34.8","" -"Every month","Czechia","Percentage","Third quintile","2014","Total","Total","25.5","" -"Less than once a month","Czechia","Percentage","Third quintile","2014","Total","Total","15.9","" -"Never or not in the last 12 months","Czechia","Percentage","Third quintile","2014","Total","Total","14.0","" -"Every day","Denmark","Percentage","Third quintile","2014","Total","Total","12.4","" -"Every week","Denmark","Percentage","Third quintile","2014","Total","Total","39.2","" -"Every month","Denmark","Percentage","Third quintile","2014","Total","Total","25.9","" -"Less than once a month","Denmark","Percentage","Third quintile","2014","Total","Total","14.6","" -"Never or not in the last 12 months","Denmark","Percentage","Third quintile","2014","Total","Total","8.0","" -"Every day","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","8.4","" -"Every week","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","38.2","" -"Every month","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","26.9","" -"Less than once a month","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","14.2","" -"Never or not in the last 12 months","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","12.2","" -"Every day","Estonia","Percentage","Third quintile","2014","Total","Total","1.6","" -"Every week","Estonia","Percentage","Third quintile","2014","Total","Total","15.8","" -"Every month","Estonia","Percentage","Third quintile","2014","Total","Total","31.3","" -"Less than once a month","Estonia","Percentage","Third quintile","2014","Total","Total","34.0","" -"Never or not in the last 12 months","Estonia","Percentage","Third quintile","2014","Total","Total","17.2","" -"Every day","Ireland","Percentage","Third quintile","2014","Total","Total","2.0","" -"Every week","Ireland","Percentage","Third quintile","2014","Total","Total","40.9","" -"Every month","Ireland","Percentage","Third quintile","2014","Total","Total","27.0","" -"Less than once a month","Ireland","Percentage","Third quintile","2014","Total","Total","10.8","" -"Never or not in the last 12 months","Ireland","Percentage","Third quintile","2014","Total","Total","19.3","" -"Every day","Greece","Percentage","Third quintile","2014","Total","Total","5.8","" -"Every week","Greece","Percentage","Third quintile","2014","Total","Total","18.9","" -"Every month","Greece","Percentage","Third quintile","2014","Total","Total","25.2","" -"Less than once a month","Greece","Percentage","Third quintile","2014","Total","Total","10.6","" -"Never or not in the last 12 months","Greece","Percentage","Third quintile","2014","Total","Total","39.6","" -"Every day","Spain","Percentage","Third quintile","2014","Total","Total","16.4","" -"Every week","Spain","Percentage","Third quintile","2014","Total","Total","20.4","" -"Every month","Spain","Percentage","Third quintile","2014","Total","Total","16.5","" -"Less than once a month","Spain","Percentage","Third quintile","2014","Total","Total","13.3","" -"Never or not in the last 12 months","Spain","Percentage","Third quintile","2014","Total","Total","33.4","" -"Every day","Croatia","Percentage","Third quintile","2014","Total","Total","8.5","" -"Every week","Croatia","Percentage","Third quintile","2014","Total","Total","14.7","" -"Every month","Croatia","Percentage","Third quintile","2014","Total","Total","18.8","" -"Less than once a month","Croatia","Percentage","Third quintile","2014","Total","Total","11.2","" -"Never or not in the last 12 months","Croatia","Percentage","Third quintile","2014","Total","Total","46.8","" -"Every day","Italy","Percentage","Third quintile","2014","Total","Total","15.1","d" -"Every week","Italy","Percentage","Third quintile","2014","Total","Total","22.7","d" -"Every month","Italy","Percentage","Third quintile","2014","Total","Total","20.0","" -"Less than once a month","Italy","Percentage","Third quintile","2014","Total","Total","9.0","d" -"Never or not in the last 12 months","Italy","Percentage","Third quintile","2014","Total","Total","33.2","d" -"Every day","Cyprus","Percentage","Third quintile","2014","Total","Total","4.7","" -"Every week","Cyprus","Percentage","Third quintile","2014","Total","Total","16.7","" -"Every month","Cyprus","Percentage","Third quintile","2014","Total","Total","22.8","" -"Less than once a month","Cyprus","Percentage","Third quintile","2014","Total","Total","9.1","" -"Never or not in the last 12 months","Cyprus","Percentage","Third quintile","2014","Total","Total","46.8","" -"Every day","Latvia","Percentage","Third quintile","2014","Total","Total","1.3","" -"Every week","Latvia","Percentage","Third quintile","2014","Total","Total","10.7","" -"Every month","Latvia","Percentage","Third quintile","2014","Total","Total","32.0","" -"Less than once a month","Latvia","Percentage","Third quintile","2014","Total","Total","29.8","" -"Never or not in the last 12 months","Latvia","Percentage","Third quintile","2014","Total","Total","26.3","" -"Every day","Lithuania","Percentage","Third quintile","2014","Total","Total","0.3","" -"Every week","Lithuania","Percentage","Third quintile","2014","Total","Total","8.9","" -"Every month","Lithuania","Percentage","Third quintile","2014","Total","Total","35.0","" -"Less than once a month","Lithuania","Percentage","Third quintile","2014","Total","Total","26.6","" -"Never or not in the last 12 months","Lithuania","Percentage","Third quintile","2014","Total","Total","29.3","" -"Every day","Luxembourg","Percentage","Third quintile","2014","Total","Total","10.5","" -"Every week","Luxembourg","Percentage","Third quintile","2014","Total","Total","45.1","" -"Every month","Luxembourg","Percentage","Third quintile","2014","Total","Total","24.7","" -"Less than once a month","Luxembourg","Percentage","Third quintile","2014","Total","Total","6.3","" -"Never or not in the last 12 months","Luxembourg","Percentage","Third quintile","2014","Total","Total","13.4","" -"Every day","Hungary","Percentage","Third quintile","2014","Total","Total","8.6","" -"Every week","Hungary","Percentage","Third quintile","2014","Total","Total","15.8","" -"Every month","Hungary","Percentage","Third quintile","2014","Total","Total","21.6","" -"Less than once a month","Hungary","Percentage","Third quintile","2014","Total","Total","23.9","" -"Never or not in the last 12 months","Hungary","Percentage","Third quintile","2014","Total","Total","30.2","" -"Every day","Malta","Percentage","Third quintile","2014","Total","Total","6.5","" -"Every week","Malta","Percentage","Third quintile","2014","Total","Total","31.4","" -"Every month","Malta","Percentage","Third quintile","2014","Total","Total","29.1","" -"Less than once a month","Malta","Percentage","Third quintile","2014","Total","Total","12.1","" -"Never or not in the last 12 months","Malta","Percentage","Third quintile","2014","Total","Total","21.0","" -"Every day","Austria","Percentage","Third quintile","2014","Total","Total","6.7","" -"Every week","Austria","Percentage","Third quintile","2014","Total","Total","31.5","" -"Every month","Austria","Percentage","Third quintile","2014","Total","Total","31.5","" -"Less than once a month","Austria","Percentage","Third quintile","2014","Total","Total","13.4","" -"Never or not in the last 12 months","Austria","Percentage","Third quintile","2014","Total","Total","16.8","" -"Every day","Poland","Percentage","Third quintile","2014","Total","Total","1.9","" -"Every week","Poland","Percentage","Third quintile","2014","Total","Total","12.8","" -"Every month","Poland","Percentage","Third quintile","2014","Total","Total","27.2","" -"Less than once a month","Poland","Percentage","Third quintile","2014","Total","Total","25.9","" -"Never or not in the last 12 months","Poland","Percentage","Third quintile","2014","Total","Total","32.2","" -"Every day","Portugal","Percentage","Third quintile","2014","Total","Total","23.8","" -"Every week","Portugal","Percentage","Third quintile","2014","Total","Total","18.0","" -"Every month","Portugal","Percentage","Third quintile","2014","Total","Total","14.8","" -"Less than once a month","Portugal","Percentage","Third quintile","2014","Total","Total","11.7","" -"Never or not in the last 12 months","Portugal","Percentage","Third quintile","2014","Total","Total","31.7","" -"Every day","Romania","Percentage","Third quintile","2014","Total","Total","3.6","" -"Every week","Romania","Percentage","Third quintile","2014","Total","Total","15.7","" -"Every month","Romania","Percentage","Third quintile","2014","Total","Total","25.5","" -"Less than once a month","Romania","Percentage","Third quintile","2014","Total","Total","12.5","" -"Never or not in the last 12 months","Romania","Percentage","Third quintile","2014","Total","Total","42.6","" -"Every day","Slovenia","Percentage","Third quintile","2014","Total","Total","9.3","" -"Every week","Slovenia","Percentage","Third quintile","2014","Total","Total","28.1","" -"Every month","Slovenia","Percentage","Third quintile","2014","Total","Total","25.7","" -"Less than once a month","Slovenia","Percentage","Third quintile","2014","Total","Total","18.2","" -"Never or not in the last 12 months","Slovenia","Percentage","Third quintile","2014","Total","Total","18.6","" -"Every day","Slovakia","Percentage","Third quintile","2014","Total","Total","3.9","" -"Every week","Slovakia","Percentage","Third quintile","2014","Total","Total","13.9","" -"Every month","Slovakia","Percentage","Third quintile","2014","Total","Total","28.9","" -"Less than once a month","Slovakia","Percentage","Third quintile","2014","Total","Total","24.8","" -"Never or not in the last 12 months","Slovakia","Percentage","Third quintile","2014","Total","Total","28.4","" -"Every day","Finland","Percentage","Third quintile","2014","Total","Total","2.7","" -"Every week","Finland","Percentage","Third quintile","2014","Total","Total","34.6","" -"Every month","Finland","Percentage","Third quintile","2014","Total","Total","32.6","" -"Less than once a month","Finland","Percentage","Third quintile","2014","Total","Total","16.6","" -"Never or not in the last 12 months","Finland","Percentage","Third quintile","2014","Total","Total","13.4","" -"Every day","Sweden","Percentage","Third quintile","2014","Total","Total","2.4","" -"Every week","Sweden","Percentage","Third quintile","2014","Total","Total","35.2","" -"Every month","Sweden","Percentage","Third quintile","2014","Total","Total","31.0","" -"Less than once a month","Sweden","Percentage","Third quintile","2014","Total","Total","16.6","" -"Never or not in the last 12 months","Sweden","Percentage","Third quintile","2014","Total","Total","14.8","" -"Every day","United Kingdom","Percentage","Third quintile","2014","Total","Total","7.6","" -"Every week","United Kingdom","Percentage","Third quintile","2014","Total","Total","44.7","" -"Every month","United Kingdom","Percentage","Third quintile","2014","Total","Total","15.7","" -"Less than once a month","United Kingdom","Percentage","Third quintile","2014","Total","Total","15.4","" -"Never or not in the last 12 months","United Kingdom","Percentage","Third quintile","2014","Total","Total","16.6","" -"Every day","Iceland","Percentage","Third quintile","2014","Total","Total","0.6","" -"Every week","Iceland","Percentage","Third quintile","2014","Total","Total","16.5","" -"Every month","Iceland","Percentage","Third quintile","2014","Total","Total","39.3","" -"Less than once a month","Iceland","Percentage","Third quintile","2014","Total","Total","25.7","" -"Never or not in the last 12 months","Iceland","Percentage","Third quintile","2014","Total","Total","17.9","" -"Every day","Norway","Percentage","Third quintile","2014","Total","Total","1.9","" -"Every week","Norway","Percentage","Third quintile","2014","Total","Total","30.0","" -"Every month","Norway","Percentage","Third quintile","2014","Total","Total","51.7","" -"Less than once a month","Norway","Percentage","Third quintile","2014","Total","Total","0","" -"Never or not in the last 12 months","Norway","Percentage","Third quintile","2014","Total","Total","16.4","" -"Every day","Turkey","Percentage","Third quintile","2014","Total","Total","0.9","" -"Every week","Turkey","Percentage","Third quintile","2014","Total","Total","3.0","" -"Every month","Turkey","Percentage","Third quintile","2014","Total","Total","4.4","" -"Less than once a month","Turkey","Percentage","Third quintile","2014","Total","Total","7.3","" -"Never or not in the last 12 months","Turkey","Percentage","Third quintile","2014","Total","Total","84.4","" diff --git a/your-project/Frequency_alcohol_4quintile.csv b/your-project/Frequency_alcohol_4quintile.csv deleted file mode 100644 index 482c3d7..0000000 --- a/your-project/Frequency_alcohol_4quintile.csv +++ /dev/null @@ -1,151 +0,0 @@ -"FREQUENC","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" -"Every day","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","9.7","e" -"Every week","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","33.9","e" -"Every month","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","24.2","e" -"Less than once a month","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","13.1","e" -"Never or not in the last 12 months","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","19.2","e" -"Every day","Belgium","Percentage","Fourth quintile","2014","Total","Total","14.9","" -"Every week","Belgium","Percentage","Fourth quintile","2014","Total","Total","42.5","" -"Every month","Belgium","Percentage","Fourth quintile","2014","Total","Total","22.4","" -"Less than once a month","Belgium","Percentage","Fourth quintile","2014","Total","Total","8.7","" -"Never or not in the last 12 months","Belgium","Percentage","Fourth quintile","2014","Total","Total","11.6","" -"Every day","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","9.4","" -"Every week","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","22.0","" -"Every month","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","28.1","" -"Less than once a month","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","10.8","" -"Never or not in the last 12 months","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","29.7","" -"Every day","Czechia","Percentage","Fourth quintile","2014","Total","Total","10.8","" -"Every week","Czechia","Percentage","Fourth quintile","2014","Total","Total","36.6","" -"Every month","Czechia","Percentage","Fourth quintile","2014","Total","Total","25.6","" -"Less than once a month","Czechia","Percentage","Fourth quintile","2014","Total","Total","14.6","" -"Never or not in the last 12 months","Czechia","Percentage","Fourth quintile","2014","Total","Total","12.3","" -"Every day","Denmark","Percentage","Fourth quintile","2014","Total","Total","8.0","" -"Every week","Denmark","Percentage","Fourth quintile","2014","Total","Total","45.9","" -"Every month","Denmark","Percentage","Fourth quintile","2014","Total","Total","29.0","" -"Less than once a month","Denmark","Percentage","Fourth quintile","2014","Total","Total","12.3","" -"Never or not in the last 12 months","Denmark","Percentage","Fourth quintile","2014","Total","Total","4.7","" -"Every day","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","9.5","" -"Every week","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","43.6","" -"Every month","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","25.8","" -"Less than once a month","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","11.1","" -"Never or not in the last 12 months","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","10.0","" -"Every day","Estonia","Percentage","Fourth quintile","2014","Total","Total","2.3","" -"Every week","Estonia","Percentage","Fourth quintile","2014","Total","Total","21.4","" -"Every month","Estonia","Percentage","Fourth quintile","2014","Total","Total","35.8","" -"Less than once a month","Estonia","Percentage","Fourth quintile","2014","Total","Total","28.3","" -"Never or not in the last 12 months","Estonia","Percentage","Fourth quintile","2014","Total","Total","12.2","" -"Every day","Ireland","Percentage","Fourth quintile","2014","Total","Total","1.7","" -"Every week","Ireland","Percentage","Fourth quintile","2014","Total","Total","42.8","" -"Every month","Ireland","Percentage","Fourth quintile","2014","Total","Total","27.6","" -"Less than once a month","Ireland","Percentage","Fourth quintile","2014","Total","Total","10.0","" -"Never or not in the last 12 months","Ireland","Percentage","Fourth quintile","2014","Total","Total","18.0","" -"Every day","Greece","Percentage","Fourth quintile","2014","Total","Total","6.6","" -"Every week","Greece","Percentage","Fourth quintile","2014","Total","Total","26.0","" -"Every month","Greece","Percentage","Fourth quintile","2014","Total","Total","27.3","" -"Less than once a month","Greece","Percentage","Fourth quintile","2014","Total","Total","12.0","" -"Never or not in the last 12 months","Greece","Percentage","Fourth quintile","2014","Total","Total","28.1","" -"Every day","Spain","Percentage","Fourth quintile","2014","Total","Total","16.4","" -"Every week","Spain","Percentage","Fourth quintile","2014","Total","Total","25.7","" -"Every month","Spain","Percentage","Fourth quintile","2014","Total","Total","19.9","" -"Less than once a month","Spain","Percentage","Fourth quintile","2014","Total","Total","12.2","" -"Never or not in the last 12 months","Spain","Percentage","Fourth quintile","2014","Total","Total","25.8","" -"Every day","Croatia","Percentage","Fourth quintile","2014","Total","Total","12.1","" -"Every week","Croatia","Percentage","Fourth quintile","2014","Total","Total","14.4","" -"Every month","Croatia","Percentage","Fourth quintile","2014","Total","Total","21.6","" -"Less than once a month","Croatia","Percentage","Fourth quintile","2014","Total","Total","9.3","" -"Never or not in the last 12 months","Croatia","Percentage","Fourth quintile","2014","Total","Total","42.7","" -"Every day","Italy","Percentage","Fourth quintile","2014","Total","Total","15.1","d" -"Every week","Italy","Percentage","Fourth quintile","2014","Total","Total","28.8","d" -"Every month","Italy","Percentage","Fourth quintile","2014","Total","Total","20.5","" -"Less than once a month","Italy","Percentage","Fourth quintile","2014","Total","Total","7.8","d" -"Never or not in the last 12 months","Italy","Percentage","Fourth quintile","2014","Total","Total","27.9","d" -"Every day","Cyprus","Percentage","Fourth quintile","2014","Total","Total","4.2","" -"Every week","Cyprus","Percentage","Fourth quintile","2014","Total","Total","19.1","" -"Every month","Cyprus","Percentage","Fourth quintile","2014","Total","Total","25.4","" -"Less than once a month","Cyprus","Percentage","Fourth quintile","2014","Total","Total","11.2","" -"Never or not in the last 12 months","Cyprus","Percentage","Fourth quintile","2014","Total","Total","40.0","" -"Every day","Latvia","Percentage","Fourth quintile","2014","Total","Total","1.8","" -"Every week","Latvia","Percentage","Fourth quintile","2014","Total","Total","15.4","" -"Every month","Latvia","Percentage","Fourth quintile","2014","Total","Total","36.4","" -"Less than once a month","Latvia","Percentage","Fourth quintile","2014","Total","Total","29.6","" -"Never or not in the last 12 months","Latvia","Percentage","Fourth quintile","2014","Total","Total","16.8","" -"Every day","Lithuania","Percentage","Fourth quintile","2014","Total","Total","0.7","" -"Every week","Lithuania","Percentage","Fourth quintile","2014","Total","Total","12.1","" -"Every month","Lithuania","Percentage","Fourth quintile","2014","Total","Total","41.7","" -"Less than once a month","Lithuania","Percentage","Fourth quintile","2014","Total","Total","24.2","" -"Never or not in the last 12 months","Lithuania","Percentage","Fourth quintile","2014","Total","Total","21.3","" -"Every day","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","10.1","" -"Every week","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","51.0","" -"Every month","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","22.0","" -"Less than once a month","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","6.3","" -"Never or not in the last 12 months","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","10.6","" -"Every day","Hungary","Percentage","Fourth quintile","2014","Total","Total","7.7","" -"Every week","Hungary","Percentage","Fourth quintile","2014","Total","Total","18.3","" -"Every month","Hungary","Percentage","Fourth quintile","2014","Total","Total","26.5","" -"Less than once a month","Hungary","Percentage","Fourth quintile","2014","Total","Total","24.5","" -"Never or not in the last 12 months","Hungary","Percentage","Fourth quintile","2014","Total","Total","23.1","" -"Every day","Malta","Percentage","Fourth quintile","2014","Total","Total","7.4","" -"Every week","Malta","Percentage","Fourth quintile","2014","Total","Total","34.5","" -"Every month","Malta","Percentage","Fourth quintile","2014","Total","Total","29.0","" -"Less than once a month","Malta","Percentage","Fourth quintile","2014","Total","Total","13.4","" -"Never or not in the last 12 months","Malta","Percentage","Fourth quintile","2014","Total","Total","15.7","" -"Every day","Austria","Percentage","Fourth quintile","2014","Total","Total","7.5","" -"Every week","Austria","Percentage","Fourth quintile","2014","Total","Total","35.9","" -"Every month","Austria","Percentage","Fourth quintile","2014","Total","Total","32.2","" -"Less than once a month","Austria","Percentage","Fourth quintile","2014","Total","Total","12.1","" -"Never or not in the last 12 months","Austria","Percentage","Fourth quintile","2014","Total","Total","12.2","" -"Every day","Poland","Percentage","Fourth quintile","2014","Total","Total","1.5","" -"Every week","Poland","Percentage","Fourth quintile","2014","Total","Total","16.8","" -"Every month","Poland","Percentage","Fourth quintile","2014","Total","Total","29.6","" -"Less than once a month","Poland","Percentage","Fourth quintile","2014","Total","Total","27.9","" -"Never or not in the last 12 months","Poland","Percentage","Fourth quintile","2014","Total","Total","24.2","" -"Every day","Portugal","Percentage","Fourth quintile","2014","Total","Total","25.6","" -"Every week","Portugal","Percentage","Fourth quintile","2014","Total","Total","20.4","" -"Every month","Portugal","Percentage","Fourth quintile","2014","Total","Total","17.8","" -"Less than once a month","Portugal","Percentage","Fourth quintile","2014","Total","Total","12.3","" -"Never or not in the last 12 months","Portugal","Percentage","Fourth quintile","2014","Total","Total","23.9","" -"Every day","Romania","Percentage","Fourth quintile","2014","Total","Total","3.3","" -"Every week","Romania","Percentage","Fourth quintile","2014","Total","Total","14.5","" -"Every month","Romania","Percentage","Fourth quintile","2014","Total","Total","28.6","" -"Less than once a month","Romania","Percentage","Fourth quintile","2014","Total","Total","11.6","" -"Never or not in the last 12 months","Romania","Percentage","Fourth quintile","2014","Total","Total","41.9","" -"Every day","Slovenia","Percentage","Fourth quintile","2014","Total","Total","4.3","" -"Every week","Slovenia","Percentage","Fourth quintile","2014","Total","Total","33.0","" -"Every month","Slovenia","Percentage","Fourth quintile","2014","Total","Total","30.8","" -"Less than once a month","Slovenia","Percentage","Fourth quintile","2014","Total","Total","15.5","" -"Never or not in the last 12 months","Slovenia","Percentage","Fourth quintile","2014","Total","Total","16.3","" -"Every day","Slovakia","Percentage","Fourth quintile","2014","Total","Total","3.4","" -"Every week","Slovakia","Percentage","Fourth quintile","2014","Total","Total","17.7","" -"Every month","Slovakia","Percentage","Fourth quintile","2014","Total","Total","29.5","" -"Less than once a month","Slovakia","Percentage","Fourth quintile","2014","Total","Total","24.5","" -"Never or not in the last 12 months","Slovakia","Percentage","Fourth quintile","2014","Total","Total","24.8","" -"Every day","Finland","Percentage","Fourth quintile","2014","Total","Total","2.5","" -"Every week","Finland","Percentage","Fourth quintile","2014","Total","Total","41.9","" -"Every month","Finland","Percentage","Fourth quintile","2014","Total","Total","29.6","" -"Less than once a month","Finland","Percentage","Fourth quintile","2014","Total","Total","16.0","" -"Never or not in the last 12 months","Finland","Percentage","Fourth quintile","2014","Total","Total","10.0","" -"Every day","Sweden","Percentage","Fourth quintile","2014","Total","Total","1.9","" -"Every week","Sweden","Percentage","Fourth quintile","2014","Total","Total","45.5","" -"Every month","Sweden","Percentage","Fourth quintile","2014","Total","Total","30.5","" -"Less than once a month","Sweden","Percentage","Fourth quintile","2014","Total","Total","13.7","" -"Never or not in the last 12 months","Sweden","Percentage","Fourth quintile","2014","Total","Total","8.4","" -"Every day","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","8.0","" -"Every week","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","51.9","" -"Every month","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","17.8","" -"Less than once a month","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","12.0","" -"Never or not in the last 12 months","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","10.2","" -"Every day","Iceland","Percentage","Fourth quintile","2014","Total","Total","0.5","" -"Every week","Iceland","Percentage","Fourth quintile","2014","Total","Total","23.8","" -"Every month","Iceland","Percentage","Fourth quintile","2014","Total","Total","43.9","" -"Less than once a month","Iceland","Percentage","Fourth quintile","2014","Total","Total","17.6","" -"Never or not in the last 12 months","Iceland","Percentage","Fourth quintile","2014","Total","Total","14.2","" -"Every day","Norway","Percentage","Fourth quintile","2014","Total","Total","2.5","" -"Every week","Norway","Percentage","Fourth quintile","2014","Total","Total","34.7","" -"Every month","Norway","Percentage","Fourth quintile","2014","Total","Total","50.0","" -"Less than once a month","Norway","Percentage","Fourth quintile","2014","Total","Total","0","" -"Never or not in the last 12 months","Norway","Percentage","Fourth quintile","2014","Total","Total","12.9","" -"Every day","Turkey","Percentage","Fourth quintile","2014","Total","Total","0.5","" -"Every week","Turkey","Percentage","Fourth quintile","2014","Total","Total","3.3","" -"Every month","Turkey","Percentage","Fourth quintile","2014","Total","Total","6.2","" -"Less than once a month","Turkey","Percentage","Fourth quintile","2014","Total","Total","8.1","" -"Never or not in the last 12 months","Turkey","Percentage","Fourth quintile","2014","Total","Total","81.9","" diff --git a/your-project/Inequality and Alcohol.png b/your-project/Inequality and Alcohol.png deleted file mode 100644 index 67b8d8e23ac1042a9edb9be79e3f1c4b50312658..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 18838 zcmZX+2RN7OA3y%FN%l5ux!>>iYu%EJ47C|H@N6KFNDR6+$2Bn6(f=sP z+cD7B%O}vw-AUlYQU3sUpW|{nWp+w$7jO#<^i`6Q`u~2u)5rgq)V&`GTqKeJNmo&$zDPlALU-!6h@N`T6a4_?ateTnC*w{gfByO9S!Pqmie>oq zy+7gR&8_e5c_zHAJ|?_pPhDHX%d7iZpXJDP-#L2lR&lYqr6t#k7ccM$9bw;T85!f_ z;wUEiE0}id*s*bwtmcI0^@5=A2{Y`Ug}lx*{??8T>W+>MUq8R*Qp*b8r5VSK{3=^; zfxdx(+pE?yB}^+l`*(74b2q(xyNQ8EzUiK4f2Bh+xlOGvS=8EZF*CEZWwr|YM!w^OV@{XR~-lKhrQETDi5)#)u`^(*i>i5XX%KFZZYK8ymwWOt|Z(UnmeyTk6 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zrBzR$XI%C9iP!IKe)9FZOyyf!@3{K&AD?8$M?~Cs{OzXq^5D==1CxU#%1TOyo<0u= zxypS#|LcT1cVa$$`eY+}Y=z4Dz0Xf%zmNR%tGaK`w|T1T_XD~1Us8aByU>t<289z( z@~w9Hx*v)D><@jH`OSUxQov0YXrDXK`bpRC7eCqhU8nLdko$WfsAvF(4^J}O2L@`u wM(6+gd9vILK)~~9`@Ca)i#Qk(fc;x!LMJFkAp70_+tMIap00i_>zopr0Awg&fB*mh diff --git a/your-project/Time_physical_income_2quintile.csv b/your-project/Time_physical_income_2quintile.csv deleted file mode 100644 index 9a8b55d..0000000 --- a/your-project/Time_physical_income_2quintile.csv +++ /dev/null @@ -1,121 +0,0 @@ -"DURATION","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" -"Zero minutes","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","54.5","" -"From 1 to 149 minutes","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","19.0","" -"From 150 to 299 minutes","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","11.8","" -"300 minutes or over","European Union - 28 countries","Percentage","Second quintile","2014","Total","Total","14.7","" -"Zero minutes","Bulgaria","Percentage","Second quintile","2014","Total","Total","85.0","" -"From 1 to 149 minutes","Bulgaria","Percentage","Second quintile","2014","Total","Total","6.7","" -"From 150 to 299 minutes","Bulgaria","Percentage","Second quintile","2014","Total","Total","2.9","" -"300 minutes or over","Bulgaria","Percentage","Second quintile","2014","Total","Total","5.4","" -"Zero minutes","Czechia","Percentage","Second quintile","2014","Total","Total","57.8","" -"From 1 to 149 minutes","Czechia","Percentage","Second quintile","2014","Total","Total","24.8","" -"From 150 to 299 minutes","Czechia","Percentage","Second quintile","2014","Total","Total","8.3","" -"300 minutes or over","Czechia","Percentage","Second quintile","2014","Total","Total","9.1","" -"Zero minutes","Denmark","Percentage","Second quintile","2014","Total","Total","20.9","" -"From 1 to 149 minutes","Denmark","Percentage","Second quintile","2014","Total","Total","28.3","" -"From 150 to 299 minutes","Denmark","Percentage","Second quintile","2014","Total","Total","22.1","" -"300 minutes or over","Denmark","Percentage","Second quintile","2014","Total","Total","28.7","" -"Zero minutes","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","34.5","" -"From 1 to 149 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","22.4","" -"From 150 to 299 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","19.5","" -"300 minutes or over","Germany (until 1990 former territory of the FRG)","Percentage","Second quintile","2014","Total","Total","23.6","" -"Zero minutes","Estonia","Percentage","Second quintile","2014","Total","Total","58.1","" -"From 1 to 149 minutes","Estonia","Percentage","Second quintile","2014","Total","Total","21.6","" -"From 150 to 299 minutes","Estonia","Percentage","Second quintile","2014","Total","Total","9.0","" -"300 minutes or over","Estonia","Percentage","Second quintile","2014","Total","Total","11.3","" -"Zero minutes","Ireland","Percentage","Second quintile","2014","Total","Total","56.1","u" -"From 1 to 149 minutes","Ireland","Percentage","Second quintile","2014","Total","Total","15.8","u" -"From 150 to 299 minutes","Ireland","Percentage","Second quintile","2014","Total","Total","11.9","u" -"300 minutes or over","Ireland","Percentage","Second quintile","2014","Total","Total","16.2","u" -"Zero minutes","Greece","Percentage","Second quintile","2014","Total","Total","76.1","" -"From 1 to 149 minutes","Greece","Percentage","Second quintile","2014","Total","Total","9.4","" -"From 150 to 299 minutes","Greece","Percentage","Second quintile","2014","Total","Total","5.2","" -"300 minutes or over","Greece","Percentage","Second quintile","2014","Total","Total","9.3","" -"Zero minutes","Spain","Percentage","Second quintile","2014","Total","Total","59.9","" -"From 1 to 149 minutes","Spain","Percentage","Second quintile","2014","Total","Total","12.4","" -"From 150 to 299 minutes","Spain","Percentage","Second quintile","2014","Total","Total","9.8","" -"300 minutes or over","Spain","Percentage","Second quintile","2014","Total","Total","17.9","" -"Zero minutes","France","Percentage","Second quintile","2014","Total","Total","57.5","" -"From 1 to 149 minutes","France","Percentage","Second quintile","2014","Total","Total","22.4","" -"From 150 to 299 minutes","France","Percentage","Second quintile","2014","Total","Total","9.5","" -"300 minutes or over","France","Percentage","Second quintile","2014","Total","Total","10.6","" -"Zero minutes","Croatia","Percentage","Second quintile","2014","Total","Total","60.6","" -"From 1 to 149 minutes","Croatia","Percentage","Second quintile","2014","Total","Total","23.4","" -"From 150 to 299 minutes","Croatia","Percentage","Second quintile","2014","Total","Total","6.9","" -"300 minutes or over","Croatia","Percentage","Second quintile","2014","Total","Total","9.1","" -"Zero minutes","Italy","Percentage","Second quintile","2014","Total","Total","70.1","" -"From 1 to 149 minutes","Italy","Percentage","Second quintile","2014","Total","Total","14.2","" -"From 150 to 299 minutes","Italy","Percentage","Second quintile","2014","Total","Total","7.2","" -"300 minutes or over","Italy","Percentage","Second quintile","2014","Total","Total","8.5","" -"Zero minutes","Cyprus","Percentage","Second quintile","2014","Total","Total","66.5","" -"From 1 to 149 minutes","Cyprus","Percentage","Second quintile","2014","Total","Total","10.7","" -"From 150 to 299 minutes","Cyprus","Percentage","Second quintile","2014","Total","Total","14.1","" -"300 minutes or over","Cyprus","Percentage","Second quintile","2014","Total","Total","8.7","" -"Zero minutes","Latvia","Percentage","Second quintile","2014","Total","Total","58.1","" -"From 1 to 149 minutes","Latvia","Percentage","Second quintile","2014","Total","Total","23.3","" -"From 150 to 299 minutes","Latvia","Percentage","Second quintile","2014","Total","Total","9.2","" -"300 minutes or over","Latvia","Percentage","Second quintile","2014","Total","Total","9.4","" -"Zero minutes","Lithuania","Percentage","Second quintile","2014","Total","Total","69.4","" -"From 1 to 149 minutes","Lithuania","Percentage","Second quintile","2014","Total","Total","14.9","" -"From 150 to 299 minutes","Lithuania","Percentage","Second quintile","2014","Total","Total","7.9","" -"300 minutes or over","Lithuania","Percentage","Second quintile","2014","Total","Total","7.7","" -"Zero minutes","Luxembourg","Percentage","Second quintile","2014","Total","Total","46.4","" -"From 1 to 149 minutes","Luxembourg","Percentage","Second quintile","2014","Total","Total","19.4","" -"From 150 to 299 minutes","Luxembourg","Percentage","Second quintile","2014","Total","Total","14.3","" -"300 minutes or over","Luxembourg","Percentage","Second quintile","2014","Total","Total","20.0","" -"Zero minutes","Hungary","Percentage","Second quintile","2014","Total","Total","47.2","" -"From 1 to 149 minutes","Hungary","Percentage","Second quintile","2014","Total","Total","27.5","" -"From 150 to 299 minutes","Hungary","Percentage","Second quintile","2014","Total","Total","9.8","" -"300 minutes or over","Hungary","Percentage","Second quintile","2014","Total","Total","15.6","" -"Zero minutes","Malta","Percentage","Second quintile","2014","Total","Total","49.7","" -"From 1 to 149 minutes","Malta","Percentage","Second quintile","2014","Total","Total","13.6","" -"From 150 to 299 minutes","Malta","Percentage","Second quintile","2014","Total","Total","16.7","" -"300 minutes or over","Malta","Percentage","Second quintile","2014","Total","Total","20.0","" -"Zero minutes","Austria","Percentage","Second quintile","2014","Total","Total","28.1","" -"From 1 to 149 minutes","Austria","Percentage","Second quintile","2014","Total","Total","25.0","" -"From 150 to 299 minutes","Austria","Percentage","Second quintile","2014","Total","Total","18.9","" -"300 minutes or over","Austria","Percentage","Second quintile","2014","Total","Total","27.9","" -"Zero minutes","Poland","Percentage","Second quintile","2014","Total","Total","61.5","" -"From 1 to 149 minutes","Poland","Percentage","Second quintile","2014","Total","Total","24.2","" -"From 150 to 299 minutes","Poland","Percentage","Second quintile","2014","Total","Total","7.1","" -"300 minutes or over","Poland","Percentage","Second quintile","2014","Total","Total","7.2","" -"Zero minutes","Portugal","Percentage","Second quintile","2014","Total","Total","69.1","" -"From 1 to 149 minutes","Portugal","Percentage","Second quintile","2014","Total","Total","16.4","" -"From 150 to 299 minutes","Portugal","Percentage","Second quintile","2014","Total","Total","8.0","" -"300 minutes or over","Portugal","Percentage","Second quintile","2014","Total","Total","6.4","" -"Zero minutes","Romania","Percentage","Second quintile","2014","Total","Total","83.2","" -"From 1 to 149 minutes","Romania","Percentage","Second quintile","2014","Total","Total","7.2","" -"From 150 to 299 minutes","Romania","Percentage","Second quintile","2014","Total","Total","5.7","" -"300 minutes or over","Romania","Percentage","Second quintile","2014","Total","Total","4.0","" -"Zero minutes","Slovenia","Percentage","Second quintile","2014","Total","Total","44.2","" -"From 1 to 149 minutes","Slovenia","Percentage","Second quintile","2014","Total","Total","23.7","" -"From 150 to 299 minutes","Slovenia","Percentage","Second quintile","2014","Total","Total","14.5","" -"300 minutes or over","Slovenia","Percentage","Second quintile","2014","Total","Total","17.6","" -"Zero minutes","Slovakia","Percentage","Second quintile","2014","Total","Total","53.0","" -"From 1 to 149 minutes","Slovakia","Percentage","Second quintile","2014","Total","Total","23.7","" -"From 150 to 299 minutes","Slovakia","Percentage","Second quintile","2014","Total","Total","11.3","" -"300 minutes or over","Slovakia","Percentage","Second quintile","2014","Total","Total","12.0","" -"Zero minutes","Finland","Percentage","Second quintile","2014","Total","Total","25.6","" -"From 1 to 149 minutes","Finland","Percentage","Second quintile","2014","Total","Total","22.8","" -"From 150 to 299 minutes","Finland","Percentage","Second quintile","2014","Total","Total","24.6","" -"300 minutes or over","Finland","Percentage","Second quintile","2014","Total","Total","26.9","" -"Zero minutes","Sweden","Percentage","Second quintile","2014","Total","Total","35.6","" -"From 1 to 149 minutes","Sweden","Percentage","Second quintile","2014","Total","Total","17.6","" -"From 150 to 299 minutes","Sweden","Percentage","Second quintile","2014","Total","Total","18.4","" -"300 minutes or over","Sweden","Percentage","Second quintile","2014","Total","Total","28.4","" -"Zero minutes","United Kingdom","Percentage","Second quintile","2014","Total","Total","49.8","" -"From 1 to 149 minutes","United Kingdom","Percentage","Second quintile","2014","Total","Total","20.4","" -"From 150 to 299 minutes","United Kingdom","Percentage","Second quintile","2014","Total","Total","13.7","" -"300 minutes or over","United Kingdom","Percentage","Second quintile","2014","Total","Total","16.1","" -"Zero minutes","Iceland","Percentage","Second quintile","2014","Total","Total","36.4","" -"From 1 to 149 minutes","Iceland","Percentage","Second quintile","2014","Total","Total","12.1","" -"From 150 to 299 minutes","Iceland","Percentage","Second quintile","2014","Total","Total","26.1","" -"300 minutes or over","Iceland","Percentage","Second quintile","2014","Total","Total","25.4","" -"Zero minutes","Norway","Percentage","Second quintile","2014","Total","Total","33.1","" -"From 1 to 149 minutes","Norway","Percentage","Second quintile","2014","Total","Total","16.4","" -"From 150 to 299 minutes","Norway","Percentage","Second quintile","2014","Total","Total","17.3","" -"300 minutes or over","Norway","Percentage","Second quintile","2014","Total","Total","33.2","" -"Zero minutes","Turkey","Percentage","Second quintile","2014","Total","Total","90.3","" -"From 1 to 149 minutes","Turkey","Percentage","Second quintile","2014","Total","Total","6.0","" -"From 150 to 299 minutes","Turkey","Percentage","Second quintile","2014","Total","Total","1.8","" -"300 minutes or over","Turkey","Percentage","Second quintile","2014","Total","Total","1.9","" diff --git a/your-project/Time_physical_income_3quintile.csv b/your-project/Time_physical_income_3quintile.csv deleted file mode 100644 index fa0e734..0000000 --- a/your-project/Time_physical_income_3quintile.csv +++ /dev/null @@ -1,121 +0,0 @@ -"DURATION","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" -"Zero minutes","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","49.2","" -"From 1 to 149 minutes","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","20.2","" -"From 150 to 299 minutes","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","14.2","" -"300 minutes or over","European Union - 28 countries","Percentage","Third quintile","2014","Total","Total","16.4","" -"Zero minutes","Bulgaria","Percentage","Third quintile","2014","Total","Total","85.0","" -"From 1 to 149 minutes","Bulgaria","Percentage","Third quintile","2014","Total","Total","7.7","" -"From 150 to 299 minutes","Bulgaria","Percentage","Third quintile","2014","Total","Total","2.9","" -"300 minutes or over","Bulgaria","Percentage","Third quintile","2014","Total","Total","4.4","" -"Zero minutes","Czechia","Percentage","Third quintile","2014","Total","Total","51.5","" -"From 1 to 149 minutes","Czechia","Percentage","Third quintile","2014","Total","Total","23.1","" -"From 150 to 299 minutes","Czechia","Percentage","Third quintile","2014","Total","Total","12.3","" -"300 minutes or over","Czechia","Percentage","Third quintile","2014","Total","Total","13.1","" -"Zero minutes","Denmark","Percentage","Third quintile","2014","Total","Total","18.2","" -"From 1 to 149 minutes","Denmark","Percentage","Third quintile","2014","Total","Total","27.7","" -"From 150 to 299 minutes","Denmark","Percentage","Third quintile","2014","Total","Total","22.7","" -"300 minutes or over","Denmark","Percentage","Third quintile","2014","Total","Total","31.3","" -"Zero minutes","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","28.9","" -"From 1 to 149 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","22.7","" -"From 150 to 299 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","21.8","" -"300 minutes or over","Germany (until 1990 former territory of the FRG)","Percentage","Third quintile","2014","Total","Total","26.6","" -"Zero minutes","Estonia","Percentage","Third quintile","2014","Total","Total","52.1","" -"From 1 to 149 minutes","Estonia","Percentage","Third quintile","2014","Total","Total","24.4","" -"From 150 to 299 minutes","Estonia","Percentage","Third quintile","2014","Total","Total","10.3","" -"300 minutes or over","Estonia","Percentage","Third quintile","2014","Total","Total","13.1","" -"Zero minutes","Ireland","Percentage","Third quintile","2014","Total","Total","54.3","" -"From 1 to 149 minutes","Ireland","Percentage","Third quintile","2014","Total","Total","18.1","" -"From 150 to 299 minutes","Ireland","Percentage","Third quintile","2014","Total","Total","14.1","" -"300 minutes or over","Ireland","Percentage","Third quintile","2014","Total","Total","13.4","" -"Zero minutes","Greece","Percentage","Third quintile","2014","Total","Total","80.9","" -"From 1 to 149 minutes","Greece","Percentage","Third quintile","2014","Total","Total","6.1","" -"From 150 to 299 minutes","Greece","Percentage","Third quintile","2014","Total","Total","6.4","" -"300 minutes or over","Greece","Percentage","Third quintile","2014","Total","Total","6.6","" -"Zero minutes","Spain","Percentage","Third quintile","2014","Total","Total","52.9","" -"From 1 to 149 minutes","Spain","Percentage","Third quintile","2014","Total","Total","13.7","" -"From 150 to 299 minutes","Spain","Percentage","Third quintile","2014","Total","Total","11.7","" -"300 minutes or over","Spain","Percentage","Third quintile","2014","Total","Total","21.7","" -"Zero minutes","France","Percentage","Third quintile","2014","Total","Total","46.9","" -"From 1 to 149 minutes","France","Percentage","Third quintile","2014","Total","Total","25.0","" -"From 150 to 299 minutes","France","Percentage","Third quintile","2014","Total","Total","16.2","" -"300 minutes or over","France","Percentage","Third quintile","2014","Total","Total","11.9","" -"Zero minutes","Croatia","Percentage","Third quintile","2014","Total","Total","63.3","" -"From 1 to 149 minutes","Croatia","Percentage","Third quintile","2014","Total","Total","18.7","" -"From 150 to 299 minutes","Croatia","Percentage","Third quintile","2014","Total","Total","7.3","" -"300 minutes or over","Croatia","Percentage","Third quintile","2014","Total","Total","10.6","" -"Zero minutes","Italy","Percentage","Third quintile","2014","Total","Total","65.2","" -"From 1 to 149 minutes","Italy","Percentage","Third quintile","2014","Total","Total","18.2","" -"From 150 to 299 minutes","Italy","Percentage","Third quintile","2014","Total","Total","8.7","" -"300 minutes or over","Italy","Percentage","Third quintile","2014","Total","Total","7.9","" -"Zero minutes","Cyprus","Percentage","Third quintile","2014","Total","Total","60.1","" -"From 1 to 149 minutes","Cyprus","Percentage","Third quintile","2014","Total","Total","15.6","" -"From 150 to 299 minutes","Cyprus","Percentage","Third quintile","2014","Total","Total","15.4","" -"300 minutes or over","Cyprus","Percentage","Third quintile","2014","Total","Total","9.0","" -"Zero minutes","Latvia","Percentage","Third quintile","2014","Total","Total","54.3","" -"From 1 to 149 minutes","Latvia","Percentage","Third quintile","2014","Total","Total","23.7","" -"From 150 to 299 minutes","Latvia","Percentage","Third quintile","2014","Total","Total","10.7","" -"300 minutes or over","Latvia","Percentage","Third quintile","2014","Total","Total","11.3","" -"Zero minutes","Lithuania","Percentage","Third quintile","2014","Total","Total","67.5","" -"From 1 to 149 minutes","Lithuania","Percentage","Third quintile","2014","Total","Total","15.8","" -"From 150 to 299 minutes","Lithuania","Percentage","Third quintile","2014","Total","Total","9.7","" -"300 minutes or over","Lithuania","Percentage","Third quintile","2014","Total","Total","7.0","" -"Zero minutes","Luxembourg","Percentage","Third quintile","2014","Total","Total","38.6","" -"From 1 to 149 minutes","Luxembourg","Percentage","Third quintile","2014","Total","Total","20.3","" -"From 150 to 299 minutes","Luxembourg","Percentage","Third quintile","2014","Total","Total","19.3","" -"300 minutes or over","Luxembourg","Percentage","Third quintile","2014","Total","Total","21.9","" -"Zero minutes","Hungary","Percentage","Third quintile","2014","Total","Total","43.4","" -"From 1 to 149 minutes","Hungary","Percentage","Third quintile","2014","Total","Total","28.6","" -"From 150 to 299 minutes","Hungary","Percentage","Third quintile","2014","Total","Total","11.6","" -"300 minutes or over","Hungary","Percentage","Third quintile","2014","Total","Total","16.4","" -"Zero minutes","Malta","Percentage","Third quintile","2014","Total","Total","45.7","" -"From 1 to 149 minutes","Malta","Percentage","Third quintile","2014","Total","Total","19.1","" -"From 150 to 299 minutes","Malta","Percentage","Third quintile","2014","Total","Total","17.0","" -"300 minutes or over","Malta","Percentage","Third quintile","2014","Total","Total","18.2","" -"Zero minutes","Austria","Percentage","Third quintile","2014","Total","Total","27.1","" -"From 1 to 149 minutes","Austria","Percentage","Third quintile","2014","Total","Total","24.9","" -"From 150 to 299 minutes","Austria","Percentage","Third quintile","2014","Total","Total","20.0","" -"300 minutes or over","Austria","Percentage","Third quintile","2014","Total","Total","28.0","" -"Zero minutes","Poland","Percentage","Third quintile","2014","Total","Total","62.0","" -"From 1 to 149 minutes","Poland","Percentage","Third quintile","2014","Total","Total","21.7","" -"From 150 to 299 minutes","Poland","Percentage","Third quintile","2014","Total","Total","8.8","" -"300 minutes or over","Poland","Percentage","Third quintile","2014","Total","Total","7.4","" -"Zero minutes","Portugal","Percentage","Third quintile","2014","Total","Total","65.8","" -"From 1 to 149 minutes","Portugal","Percentage","Third quintile","2014","Total","Total","17.8","" -"From 150 to 299 minutes","Portugal","Percentage","Third quintile","2014","Total","Total","7.5","" -"300 minutes or over","Portugal","Percentage","Third quintile","2014","Total","Total","8.9","" -"Zero minutes","Romania","Percentage","Third quintile","2014","Total","Total","83.7","" -"From 1 to 149 minutes","Romania","Percentage","Third quintile","2014","Total","Total","7.8","" -"From 150 to 299 minutes","Romania","Percentage","Third quintile","2014","Total","Total","4.3","" -"300 minutes or over","Romania","Percentage","Third quintile","2014","Total","Total","4.2","" -"Zero minutes","Slovenia","Percentage","Third quintile","2014","Total","Total","34.8","" -"From 1 to 149 minutes","Slovenia","Percentage","Third quintile","2014","Total","Total","25.6","" -"From 150 to 299 minutes","Slovenia","Percentage","Third quintile","2014","Total","Total","15.9","" -"300 minutes or over","Slovenia","Percentage","Third quintile","2014","Total","Total","23.6","" -"Zero minutes","Slovakia","Percentage","Third quintile","2014","Total","Total","53.3","" -"From 1 to 149 minutes","Slovakia","Percentage","Third quintile","2014","Total","Total","23.3","" -"From 150 to 299 minutes","Slovakia","Percentage","Third quintile","2014","Total","Total","12.4","" -"300 minutes or over","Slovakia","Percentage","Third quintile","2014","Total","Total","11.1","" -"Zero minutes","Finland","Percentage","Third quintile","2014","Total","Total","23.2","" -"From 1 to 149 minutes","Finland","Percentage","Third quintile","2014","Total","Total","23.3","" -"From 150 to 299 minutes","Finland","Percentage","Third quintile","2014","Total","Total","26.4","" -"300 minutes or over","Finland","Percentage","Third quintile","2014","Total","Total","27.1","" -"Zero minutes","Sweden","Percentage","Third quintile","2014","Total","Total","25.0","" -"From 1 to 149 minutes","Sweden","Percentage","Third quintile","2014","Total","Total","22.5","" -"From 150 to 299 minutes","Sweden","Percentage","Third quintile","2014","Total","Total","24.7","" -"300 minutes or over","Sweden","Percentage","Third quintile","2014","Total","Total","27.8","" -"Zero minutes","United Kingdom","Percentage","Third quintile","2014","Total","Total","43.0","" -"From 1 to 149 minutes","United Kingdom","Percentage","Third quintile","2014","Total","Total","21.6","" -"From 150 to 299 minutes","United Kingdom","Percentage","Third quintile","2014","Total","Total","15.5","" -"300 minutes or over","United Kingdom","Percentage","Third quintile","2014","Total","Total","19.9","" -"Zero minutes","Iceland","Percentage","Third quintile","2014","Total","Total","26.7","" -"From 1 to 149 minutes","Iceland","Percentage","Third quintile","2014","Total","Total","11.3","" -"From 150 to 299 minutes","Iceland","Percentage","Third quintile","2014","Total","Total","31.7","" -"300 minutes or over","Iceland","Percentage","Third quintile","2014","Total","Total","30.3","" -"Zero minutes","Norway","Percentage","Third quintile","2014","Total","Total","24.7","" -"From 1 to 149 minutes","Norway","Percentage","Third quintile","2014","Total","Total","15.9","" -"From 150 to 299 minutes","Norway","Percentage","Third quintile","2014","Total","Total","21.2","" -"300 minutes or over","Norway","Percentage","Third quintile","2014","Total","Total","38.2","" -"Zero minutes","Turkey","Percentage","Third quintile","2014","Total","Total","87.3","" -"From 1 to 149 minutes","Turkey","Percentage","Third quintile","2014","Total","Total","7.6","" -"From 150 to 299 minutes","Turkey","Percentage","Third quintile","2014","Total","Total","2.3","" -"300 minutes or over","Turkey","Percentage","Third quintile","2014","Total","Total","2.8","" diff --git a/your-project/Time_physical_income_4quintile.csv b/your-project/Time_physical_income_4quintile.csv deleted file mode 100644 index 36239ec..0000000 --- a/your-project/Time_physical_income_4quintile.csv +++ /dev/null @@ -1,121 +0,0 @@ -"DURATION","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" -"Zero minutes","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","44.5","" -"From 1 to 149 minutes","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","21.8","" -"From 150 to 299 minutes","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","15.9","" -"300 minutes or over","European Union - 28 countries","Percentage","Fourth quintile","2014","Total","Total","17.8","" -"Zero minutes","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","82.5","" -"From 1 to 149 minutes","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","6.4","" -"From 150 to 299 minutes","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","5.2","" -"300 minutes or over","Bulgaria","Percentage","Fourth quintile","2014","Total","Total","5.9","" -"Zero minutes","Czechia","Percentage","Fourth quintile","2014","Total","Total","45.7","" -"From 1 to 149 minutes","Czechia","Percentage","Fourth quintile","2014","Total","Total","25.0","" -"From 150 to 299 minutes","Czechia","Percentage","Fourth quintile","2014","Total","Total","16.5","" -"300 minutes or over","Czechia","Percentage","Fourth quintile","2014","Total","Total","12.7","" -"Zero minutes","Denmark","Percentage","Fourth quintile","2014","Total","Total","16.4","" -"From 1 to 149 minutes","Denmark","Percentage","Fourth quintile","2014","Total","Total","28.2","" -"From 150 to 299 minutes","Denmark","Percentage","Fourth quintile","2014","Total","Total","25.2","" -"300 minutes or over","Denmark","Percentage","Fourth quintile","2014","Total","Total","30.1","" -"Zero minutes","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","24.5","" -"From 1 to 149 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","24.4","" -"From 150 to 299 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","23.5","" -"300 minutes or over","Germany (until 1990 former territory of the FRG)","Percentage","Fourth quintile","2014","Total","Total","27.5","" -"Zero minutes","Estonia","Percentage","Fourth quintile","2014","Total","Total","44.1","" -"From 1 to 149 minutes","Estonia","Percentage","Fourth quintile","2014","Total","Total","28.4","" -"From 150 to 299 minutes","Estonia","Percentage","Fourth quintile","2014","Total","Total","14.2","" -"300 minutes or over","Estonia","Percentage","Fourth quintile","2014","Total","Total","13.2","" -"Zero minutes","Ireland","Percentage","Fourth quintile","2014","Total","Total","53.2","" -"From 1 to 149 minutes","Ireland","Percentage","Fourth quintile","2014","Total","Total","18.7","" -"From 150 to 299 minutes","Ireland","Percentage","Fourth quintile","2014","Total","Total","15.0","" -"300 minutes or over","Ireland","Percentage","Fourth quintile","2014","Total","Total","13.1","" -"Zero minutes","Greece","Percentage","Fourth quintile","2014","Total","Total","70.5","" -"From 1 to 149 minutes","Greece","Percentage","Fourth quintile","2014","Total","Total","11.4","" -"From 150 to 299 minutes","Greece","Percentage","Fourth quintile","2014","Total","Total","9.6","" -"300 minutes or over","Greece","Percentage","Fourth quintile","2014","Total","Total","8.6","" -"Zero minutes","Spain","Percentage","Fourth quintile","2014","Total","Total","47.8","" -"From 1 to 149 minutes","Spain","Percentage","Fourth quintile","2014","Total","Total","15.0","" -"From 150 to 299 minutes","Spain","Percentage","Fourth quintile","2014","Total","Total","15.0","" -"300 minutes or over","Spain","Percentage","Fourth quintile","2014","Total","Total","22.2","" -"Zero minutes","France","Percentage","Fourth quintile","2014","Total","Total","42.6","" -"From 1 to 149 minutes","France","Percentage","Fourth quintile","2014","Total","Total","29.0","" -"From 150 to 299 minutes","France","Percentage","Fourth quintile","2014","Total","Total","15.1","" -"300 minutes or over","France","Percentage","Fourth quintile","2014","Total","Total","13.3","" -"Zero minutes","Croatia","Percentage","Fourth quintile","2014","Total","Total","56.6","" -"From 1 to 149 minutes","Croatia","Percentage","Fourth quintile","2014","Total","Total","20.0","" -"From 150 to 299 minutes","Croatia","Percentage","Fourth quintile","2014","Total","Total","9.4","" -"300 minutes or over","Croatia","Percentage","Fourth quintile","2014","Total","Total","14.0","" -"Zero minutes","Italy","Percentage","Fourth quintile","2014","Total","Total","59.0","" -"From 1 to 149 minutes","Italy","Percentage","Fourth quintile","2014","Total","Total","19.8","" -"From 150 to 299 minutes","Italy","Percentage","Fourth quintile","2014","Total","Total","11.2","" -"300 minutes or over","Italy","Percentage","Fourth quintile","2014","Total","Total","10.0","" -"Zero minutes","Cyprus","Percentage","Fourth quintile","2014","Total","Total","57.0","" -"From 1 to 149 minutes","Cyprus","Percentage","Fourth quintile","2014","Total","Total","14.8","" -"From 150 to 299 minutes","Cyprus","Percentage","Fourth quintile","2014","Total","Total","15.4","" -"300 minutes or over","Cyprus","Percentage","Fourth quintile","2014","Total","Total","12.8","" -"Zero minutes","Latvia","Percentage","Fourth quintile","2014","Total","Total","48.4","" -"From 1 to 149 minutes","Latvia","Percentage","Fourth quintile","2014","Total","Total","26.3","" -"From 150 to 299 minutes","Latvia","Percentage","Fourth quintile","2014","Total","Total","12.3","" -"300 minutes or over","Latvia","Percentage","Fourth quintile","2014","Total","Total","13.0","" -"Zero minutes","Lithuania","Percentage","Fourth quintile","2014","Total","Total","63.9","" -"From 1 to 149 minutes","Lithuania","Percentage","Fourth quintile","2014","Total","Total","17.0","" -"From 150 to 299 minutes","Lithuania","Percentage","Fourth quintile","2014","Total","Total","11.0","" -"300 minutes or over","Lithuania","Percentage","Fourth quintile","2014","Total","Total","8.0","" -"Zero minutes","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","31.6","" -"From 1 to 149 minutes","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","25.4","" -"From 150 to 299 minutes","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","23.8","" -"300 minutes or over","Luxembourg","Percentage","Fourth quintile","2014","Total","Total","19.3","" -"Zero minutes","Hungary","Percentage","Fourth quintile","2014","Total","Total","41.6","" -"From 1 to 149 minutes","Hungary","Percentage","Fourth quintile","2014","Total","Total","27.4","" -"From 150 to 299 minutes","Hungary","Percentage","Fourth quintile","2014","Total","Total","12.5","" -"300 minutes or over","Hungary","Percentage","Fourth quintile","2014","Total","Total","18.6","" -"Zero minutes","Malta","Percentage","Fourth quintile","2014","Total","Total","39.2","" -"From 1 to 149 minutes","Malta","Percentage","Fourth quintile","2014","Total","Total","20.2","" -"From 150 to 299 minutes","Malta","Percentage","Fourth quintile","2014","Total","Total","16.1","" -"300 minutes or over","Malta","Percentage","Fourth quintile","2014","Total","Total","24.5","" -"Zero minutes","Austria","Percentage","Fourth quintile","2014","Total","Total","22.0","" -"From 1 to 149 minutes","Austria","Percentage","Fourth quintile","2014","Total","Total","23.8","" -"From 150 to 299 minutes","Austria","Percentage","Fourth quintile","2014","Total","Total","24.0","" -"300 minutes or over","Austria","Percentage","Fourth quintile","2014","Total","Total","30.2","" -"Zero minutes","Poland","Percentage","Fourth quintile","2014","Total","Total","59.5","" -"From 1 to 149 minutes","Poland","Percentage","Fourth quintile","2014","Total","Total","24.2","" -"From 150 to 299 minutes","Poland","Percentage","Fourth quintile","2014","Total","Total","8.6","" -"300 minutes or over","Poland","Percentage","Fourth quintile","2014","Total","Total","7.7","" -"Zero minutes","Portugal","Percentage","Fourth quintile","2014","Total","Total","58.0","" -"From 1 to 149 minutes","Portugal","Percentage","Fourth quintile","2014","Total","Total","21.8","" -"From 150 to 299 minutes","Portugal","Percentage","Fourth quintile","2014","Total","Total","10.0","" -"300 minutes or over","Portugal","Percentage","Fourth quintile","2014","Total","Total","10.2","" -"Zero minutes","Romania","Percentage","Fourth quintile","2014","Total","Total","84.9","" -"From 1 to 149 minutes","Romania","Percentage","Fourth quintile","2014","Total","Total","7.0","" -"From 150 to 299 minutes","Romania","Percentage","Fourth quintile","2014","Total","Total","3.8","" -"300 minutes or over","Romania","Percentage","Fourth quintile","2014","Total","Total","4.3","" -"Zero minutes","Slovenia","Percentage","Fourth quintile","2014","Total","Total","26.9","" -"From 1 to 149 minutes","Slovenia","Percentage","Fourth quintile","2014","Total","Total","24.4","" -"From 150 to 299 minutes","Slovenia","Percentage","Fourth quintile","2014","Total","Total","21.4","" -"300 minutes or over","Slovenia","Percentage","Fourth quintile","2014","Total","Total","27.3","" -"Zero minutes","Slovakia","Percentage","Fourth quintile","2014","Total","Total","43.5","" -"From 1 to 149 minutes","Slovakia","Percentage","Fourth quintile","2014","Total","Total","21.7","" -"From 150 to 299 minutes","Slovakia","Percentage","Fourth quintile","2014","Total","Total","16.4","" -"300 minutes or over","Slovakia","Percentage","Fourth quintile","2014","Total","Total","18.5","" -"Zero minutes","Finland","Percentage","Fourth quintile","2014","Total","Total","19.9","" -"From 1 to 149 minutes","Finland","Percentage","Fourth quintile","2014","Total","Total","23.2","" -"From 150 to 299 minutes","Finland","Percentage","Fourth quintile","2014","Total","Total","27.2","" -"300 minutes or over","Finland","Percentage","Fourth quintile","2014","Total","Total","29.7","" -"Zero minutes","Sweden","Percentage","Fourth quintile","2014","Total","Total","20.9","" -"From 1 to 149 minutes","Sweden","Percentage","Fourth quintile","2014","Total","Total","23.7","" -"From 150 to 299 minutes","Sweden","Percentage","Fourth quintile","2014","Total","Total","26.0","" -"300 minutes or over","Sweden","Percentage","Fourth quintile","2014","Total","Total","29.3","" -"Zero minutes","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","35.0","" -"From 1 to 149 minutes","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","23.6","" -"From 150 to 299 minutes","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","18.4","" -"300 minutes or over","United Kingdom","Percentage","Fourth quintile","2014","Total","Total","23.0","" -"Zero minutes","Iceland","Percentage","Fourth quintile","2014","Total","Total","23.5","" -"From 1 to 149 minutes","Iceland","Percentage","Fourth quintile","2014","Total","Total","9.9","" -"From 150 to 299 minutes","Iceland","Percentage","Fourth quintile","2014","Total","Total","33.8","" -"300 minutes or over","Iceland","Percentage","Fourth quintile","2014","Total","Total","32.8","" -"Zero minutes","Norway","Percentage","Fourth quintile","2014","Total","Total","22.5","" -"From 1 to 149 minutes","Norway","Percentage","Fourth quintile","2014","Total","Total","18.5","" -"From 150 to 299 minutes","Norway","Percentage","Fourth quintile","2014","Total","Total","24.9","" -"300 minutes or over","Norway","Percentage","Fourth quintile","2014","Total","Total","34.1","" -"Zero minutes","Turkey","Percentage","Fourth quintile","2014","Total","Total","85.9","" -"From 1 to 149 minutes","Turkey","Percentage","Fourth quintile","2014","Total","Total","8.5","" -"From 150 to 299 minutes","Turkey","Percentage","Fourth quintile","2014","Total","Total","2.8","" -"300 minutes or over","Turkey","Percentage","Fourth quintile","2014","Total","Total","2.8","" diff --git a/your-project/gini_per_country.csv b/your-project/gini_per_country.csv deleted file mode 100644 index 39d3b05..0000000 --- a/your-project/gini_per_country.csv +++ /dev/null @@ -1,148 +0,0 @@ -,name,gini -0,Norway,25.8 -1,Denmark,24.0 -2,Iceland, -3,Switzerland,33.7 -4,Finland,26.9 -5,Netherlands,30.9 -6,Canada,32.6 -7,New Zealand,36.2 -8,Sweden,25.0 -9,Australia,30.5 -10,Israel,39.2 -11,Costa Rica,50.7 -12,Austria,26.0 -13,United States Minor Outlying Islands, -14,Ireland,34.3 -15,Germany,28.3 -16,Belgium,33.0 -17,Luxembourg,30.8 -18,United Kingdom of Great Britain and Northern Ireland,34.0 -19,Chile,52.1 -20,United Arab Emirates, -21,Brazil,54.7 -22,Czech Republic,26.0 -23,Argentina,44.5 -24,Mexico,47.0 -25,Singapore,48.1 -26,Malta, -27,Uruguay,39.7 -28,Guatemala,55.9 -29,Panama,51.9 -30,France,32.7 -31,Thailand,40.0 -32,Spain,34.7 -33,Qatar,41.1 -34,Colombia,55.9 -35,Saudi Arabia, -36,Trinidad and Tobago,40.3 -37,Kuwait, -38,Slovakia,26.0 -39,Bahrain, -40,Malaysia,46.2 -41,Nicaragua,40.5 -42,Ecuador,49.3 -43,El Salvador,48.3 -44,Poland,34.1 -45,Uzbekistan,36.7 -46,Italy,36.0 -47,Russian Federation,40.1 -48,Belize,53.1 -49,Japan,38.1 -50,Lithuania,37.6 -51,Algeria,35.3 -52,Latvia,36.6 -53,Moldova (Republic of),33.0 -54,Romania,30.0 -55,Bolivia (Plurinational State of),56.3 -56,Turkmenistan,40.8 -57,Kazakhstan,29.0 -58,Slovenia,31.2 -59,Peru,48.1 -60,Mauritius, -61,Cyprus, -62,Estonia,36.0 -63,Belarus,26.5 -64,Libya, -65,Turkey,39.0 -66,Paraguay,52.4 -67,Philippines,43.0 -68,Serbia,27.8 -69,Jordan,35.4 -70,Hungary,31.2 -71,Jamaica,45.5 -72,Croatia,33.7 -73,Republic of Kosovo, -74,China,47.0 -75,Pakistan,30.0 -76,Indonesia,34.0 -77,Venezuela (Bolivarian Republic of),44.8 -78,Montenegro,30.0 -79,Morocco,40.9 -80,Azerbaijan,33.7 -81,Dominican Republic,47.2 -82,Greece,34.3 -83,Lebanon, -84,Portugal,38.5 -85,Bosnia and Herzegovina,36.2 -86,Honduras,57.0 -87,Macedonia (the former Yugoslav Republic of),43.2 -88,Somalia, -89,Viet Nam,35.6 -90,Nigeria,48.8 -91,Tajikistan,30.8 -92,Bhutan,38.1 -93,Kyrgyzstan,36.2 -94,Nepal,32.8 -95,Mongolia,36.5 -96,South Africa,63.1 -97,Tunisia,41.4 -98,Egypt,30.8 -99,Bulgaria,28.2 -100,Sierra Leone,42.5 -101,Cameroon,38.9 -102,Iran (Islamic Republic of),38.3 -103,Albania,34.5 -104,Bangladesh,32.1 -105,Namibia,63.9 -106,Kenya,47.7 -107,Mozambique,45.7 -108,Myanmar, -109,Senegal,39.2 -110,Zambia,54.6 -111,Iraq,30.9 -112,Gabon,41.5 -113,Ethiopia,29.8 -114,Sri Lanka,40.3 -115,Armenia,30.9 -116,British Indian Ocean Territory, -117,Mauritania,40.5 -118,Mali,33.0 -119,Côte d\Ivoire,41.5 -120,Cambodia,37.9 -121,South Sudan,45.5 -122,Ghana,42.8 -123,Ukraine,26.4 -124,Uganda,44.3 -125,Burkina Faso,39.8 -126,Niger,34.6 -127,Malawi,39.0 -128,Chad,39.8 -129,Zimbabwe, -130,Lesotho,52.5 -131,Angola,58.6 -132,Afghanistan,27.8 -133,Botswana,61.0 -134,Benin,38.6 -135,Madagascar,44.1 -136,Haiti,59.2 -137,Yemen,37.7 -138,South Sudan,45.5 -139,Liberia,38.2 -140,Equatorial Guinea, -141,Togo,34.4 -142,Rwanda,50.8 -143,Syrian Arab Republic,35.8 -144,"Tanzania, United Republic of",37.6 -145,Burundi,33.3 -146,Central African Republic,56.3 diff --git a/your-project/hlth_cd_asdr2_Label.csv b/your-project/hlth_cd_asdr2_Label.csv deleted file mode 100644 index f5eaa16..0000000 --- a/your-project/hlth_cd_asdr2_Label.csv +++ /dev/null @@ -1,78 +0,0 @@ -"DATASET: Causes of death - standardised death rate by residence [hlth_cd_asdr2]" - -"LAST UPDATE: 16.08.19 17:00:59" - -"EXTRACTION DATE: 11.09.19 23:46:25" - -"SOURCE OF DATA: Eurostat" - -"TIME" -"2014" - -"GEO" -"Denmark" -"Slovenia" -"Latvia" -"Germany (until 1990 former territory of the FRG)" -"Austria" -"Croatia" -"Luxembourg" -"Estonia" -"Finland" -"France" -"Serbia" -"Hungary" -"Poland" -"Belgium" -"Norway" -"Slovakia" -"European Union - 28 countries" -"Switzerland" -"Netherlands" -"Sweden" -"Romania" -"United Kingdom" -"Czechia" -"Lithuania" -"Portugal" -"Cyprus" -"Spain" -"Malta" -"Iceland" -"Bulgaria" -"Ireland" -"Italy" -"Greece" -"Turkey" -"Liechtenstein" - -"UNIT" -"Rate" - -"SEX" -"Total" - -"AGE" -"Total" - -"ICD10" -"Mental and behavioural disorders due to use of alcohol" - -"No footnotes available" - -"Available flags:" -"b","break in time series" -"c","confidential" -"d","definition differs, see metadata" -"e","estimated" -"f","forecast" -"n","not significant" -"p","provisional" -"r","revised" -"s","Eurostat estimate" -"u","low reliability" -"z","not applicable" - -"Special value:" -":","not available" - diff --git a/your-project/hlth_ehis_al1i_Label.csv b/your-project/hlth_ehis_al1i_Label.csv deleted file mode 100644 index 57f8fe1..0000000 --- a/your-project/hlth_ehis_al1i_Label.csv +++ /dev/null @@ -1,85 +0,0 @@ -"DATASET: Frequency of alcohol consumption by sex, age and income quintile [hlth_ehis_al1i]" - -"LAST UPDATE: 21.03.19 15:24:29" - -"EXTRACTION DATE: 09.09.19 11:29:30" - -"SOURCE OF DATA: Eurostat" - -"FREQUENC" -"Every day" -"Every week" -"Every month" -"Less than once a month" -"Never or not in the last 12 months" - -"GEO" -"European Union - 28 countries" -"Belgium" -"Bulgaria" -"Czechia" -"Denmark" -"Germany (until 1990 former territory of the FRG)" -"Estonia" -"Ireland" -"Greece" -"Spain" -"Croatia" -"Italy" -"Cyprus" -"Latvia" -"Lithuania" -"Luxembourg" -"Hungary" -"Malta" -"Austria" -"Poland" -"Portugal" -"Romania" -"Slovenia" -"Slovakia" -"Finland" -"Sweden" -"United Kingdom" -"Iceland" -"Norway" -"Turkey" - -"UNIT" -"Percentage" - -"QUANTILE" -"Total" -"First quintile" -"Second quintile" -"Third quintile" -"Fourth quintile" -"Fifth quintile" - -"TIME" -"2014" - -"SEX" -"Total" - -"AGE" -"Total" - -"No footnotes available" - -"Available flags:" -"b","break in time series" -"c","confidential" -"d","definition differs, see metadata" -"e","estimated" -"f","forecast" -"n","not significant" -"p","provisional" -"r","revised" -"s","Eurostat estimate" -"u","low reliability" -"z","not applicable" - -"Special value:" -":","not available" - diff --git a/your-project/hlth_ehis_al3e_Label.csv b/your-project/hlth_ehis_al3e_Label.csv deleted file mode 100644 index dc4a44a..0000000 --- a/your-project/hlth_ehis_al3e_Label.csv +++ /dev/null @@ -1,77 +0,0 @@ -"DATASET: Frequency of heavy episodic drinking by sex, age and educational attainment level [hlth_ehis_al3e]" - -"LAST UPDATE: 21.03.19 15:24:37" - -"EXTRACTION DATE: 12.09.19 13:41:52" - -"SOURCE OF DATA: Eurostat" - -"FREQUENC" -"At least once a week" -"Every month" - -"GEO" -"European Union - 28 countries" -"Belgium" -"Bulgaria" -"Czechia" -"Denmark" -"Germany (until 1990 former territory of the FRG)" -"Estonia" -"Ireland" -"Greece" -"Spain" -"Croatia" -"Italy" -"Cyprus" -"Latvia" -"Lithuania" -"Luxembourg" -"Hungary" -"Malta" -"Austria" -"Poland" -"Portugal" -"Romania" -"Slovenia" -"Slovakia" -"Finland" -"Sweden" -"United Kingdom" -"Iceland" -"Norway" -"Turkey" - -"UNIT" -"Percentage" - -"TIME" -"2014" - -"ISCED11" -"All ISCED 2011 levels " - -"SEX" -"Total" - -"AGE" -"Total" - -"No footnotes available" - -"Available flags:" -"b","break in time series" -"c","confidential" -"d","definition differs, see metadata" -"e","estimated" -"f","forecast" -"n","not significant" -"p","provisional" -"r","revised" -"s","Eurostat estimate" -"u","low reliability" -"z","not applicable" - -"Special value:" -":","not available" - diff --git a/your-project/hlth_ehis_fv3i_Label.csv b/your-project/hlth_ehis_fv3i_Label.csv deleted file mode 100644 index 9c13715..0000000 --- a/your-project/hlth_ehis_fv3i_Label.csv +++ /dev/null @@ -1,85 +0,0 @@ -"DATASET: Daily consumption of fruit and vegetables by sex, age and income quintile [hlth_ehis_fv3i]" - -"LAST UPDATE: 21.03.19 15:26:02" - -"EXTRACTION DATE: 09.09.19 11:32:36" - -"SOURCE OF DATA: Eurostat" - -"N_PORTION" -"0 portions" -"From 1 to 4 portions" -"5 portions or more" - -"GEO" -"European Union - 28 countries" -"Belgium" -"Bulgaria" -"Czechia" -"Denmark" -"Germany (until 1990 former territory of the FRG)" -"Estonia" -"Ireland" -"Greece" -"Spain" -"France" -"Croatia" -"Italy" -"Cyprus" -"Latvia" -"Lithuania" -"Luxembourg" -"Hungary" -"Malta" -"Netherlands" -"Austria" -"Poland" -"Portugal" -"Romania" -"Slovenia" -"Slovakia" -"Finland" -"Sweden" -"United Kingdom" -"Iceland" -"Norway" -"Turkey" - -"UNIT" -"Percentage" - -"TIME" -"2014" - -"QUANTILE" -"Total" -"First quintile" -"Second quintile" -"Third quintile" -"Fourth quintile" -"Fifth quintile" - -"SEX" -"Total" - -"AGE" -"Total" - -"No footnotes available" - -"Available flags:" -"b","break in time series" -"c","confidential" -"d","definition differs, see metadata" -"e","estimated" -"f","forecast" -"n","not significant" -"p","provisional" -"r","revised" -"s","Eurostat estimate" -"u","low reliability" -"z","not applicable" - -"Special value:" -":","not available" - diff --git a/your-project/hlth_ehis_pe2i_Label.csv b/your-project/hlth_ehis_pe2i_Label.csv deleted file mode 100644 index 246db22..0000000 --- a/your-project/hlth_ehis_pe2i_Label.csv +++ /dev/null @@ -1,84 +0,0 @@ -"DATASET: Time spent on health-enhancing (non-work-related) aerobic physical activity by sex, age and income quintile [hlth_ehis_pe2i]" - -"LAST UPDATE: 21.03.19 15:27:21" - -"EXTRACTION DATE: 09.09.19 11:24:03" - -"SOURCE OF DATA: Eurostat" - -"DURATION" -"Zero minutes" -"From 1 to 149 minutes" -"From 150 to 299 minutes" -"300 minutes or over" - -"GEO" -"European Union - 28 countries" -"Bulgaria" -"Czechia" -"Denmark" -"Germany (until 1990 former territory of the FRG)" -"Estonia" -"Ireland" -"Greece" -"Spain" -"France" -"Croatia" -"Italy" -"Cyprus" -"Latvia" -"Lithuania" -"Luxembourg" -"Hungary" -"Malta" -"Austria" -"Poland" -"Portugal" -"Romania" -"Slovenia" -"Slovakia" -"Finland" -"Sweden" -"United Kingdom" -"Iceland" -"Norway" -"Turkey" - -"UNIT" -"Percentage" - -"QUANTILE" -"Total" -"First quintile" -"Second quintile" -"Third quintile" -"Fourth quintile" -"Fifth quintile" - -"TIME" -"2014" - -"SEX" -"Total" - -"AGE" -"Total" - -"No footnotes available" - -"Available flags:" -"b","break in time series" -"c","confidential" -"d","definition differs, see metadata" -"e","estimated" -"f","forecast" -"n","not significant" -"p","provisional" -"r","revised" -"s","Eurostat estimate" -"u","low reliability" -"z","not applicable" - -"Special value:" -":","not available" - diff --git a/your-project/ilc_di11_Label.csv b/your-project/ilc_di11_Label.csv deleted file mode 100644 index 987664e..0000000 --- a/your-project/ilc_di11_Label.csv +++ /dev/null @@ -1,75 +0,0 @@ -"DATASET: S80/S20 income quintile share ratio by sex and selected age group - EU-SILC and ECHP surveys [ilc_di11]" - -"LAST UPDATE: 30.08.19 14:01:24" - -"EXTRACTION DATE: 11.09.19 18:49:49" - -"SOURCE OF DATA: Eurostat" - -"TIME" -"2014" - -"GEO" -"European Union - 28 countries" -"Belgium" -"Bulgaria" -"Czechia" -"Denmark" -"Germany (until 1990 former territory of the FRG)" -"Estonia" -"Ireland" -"Greece" -"Spain" -"France" -"Croatia" -"Italy" -"Cyprus" -"Latvia" -"Lithuania" -"Luxembourg" -"Hungary" -"Malta" -"Netherlands" -"Austria" -"Poland" -"Portugal" -"Romania" -"Slovenia" -"Slovakia" -"Finland" -"Sweden" -"United Kingdom" -"Iceland" -"Norway" -"Switzerland" -"North Macedonia" -"Serbia" -"Turkey" - -"INDIC_IL" -"Inequality of income distribution (income quintile share ratio)" - -"AGE" -"Total" - -"SEX" -"Total" - -"No footnotes available" - -"Available flags:" -"b","break in time series" -"c","confidential" -"d","definition differs, see metadata" -"e","estimated" -"f","forecast" -"n","not significant" -"p","provisional" -"r","revised" -"s","Eurostat estimate" -"u","low reliability" -"z","not applicable" - -"Special value:" -":","not available" - From 5f3a26825e96c1b405451d2de3deb4742d45d5b0 Mon Sep 17 00:00:00 2001 From: naivm <36080596+naivm@users.noreply.github.com> Date: Fri, 13 Sep 2019 11:41:09 +0100 Subject: [PATCH 6/8] Rename Untitled.ipynb to Project.ipynb --- your-project/{Untitled.ipynb => Project.ipynb} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename your-project/{Untitled.ipynb => Project.ipynb} (100%) diff --git a/your-project/Untitled.ipynb b/your-project/Project.ipynb similarity index 100% rename from your-project/Untitled.ipynb rename to your-project/Project.ipynb From 5ac8abb1c930c1c36e28939b0ee607ad88255432 Mon Sep 17 00:00:00 2001 From: naivm <36080596+naivm@users.noreply.github.com> Date: Fri, 13 Sep 2019 11:49:06 +0100 Subject: [PATCH 7/8] Update README.md --- your-project/README.md | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/your-project/README.md b/your-project/README.md index 0c5c97c..a186f3b 100644 --- a/your-project/README.md +++ b/your-project/README.md @@ -1,9 +1,9 @@ Ironhack Logo -# Title of My Project -*[Your Name]* +# Healthy and Wealthy? +*Miguel Vian* -*[Your Cohort, Campus & Date]* +*Data Squad 21 Lisbon 13/09/19* ## Content - [Project Description](#project-description) @@ -16,35 +16,35 @@ ## Project Description -Write a short description of your project: 3-5 sentences about what your project is about, why you chose this topic (if relevant), and what you are trying to show. +Correlating health outcomes with income inequality in Europe. Using alcohol consumption as a proxy for health. ## Hypotheses / Questions -What are the questions you would like to answer with your project? Write your hypotheses here. +Are inequal coutries less Healthy? Are wealthy people in unequal coutries worse than poor people in equal countries? ## Dataset -Where did you get your data? What dataset did you use or did you build your own datset? If so, did you use an API? Did you scrape a web? Provide links to the data if available. +Data sets removed from Eurostat [Dataset]() ## Workflow -Outline the workflow you used in your project. What were the steps you went through? +Data collection --> Data cleaning --> Data visualization --> Correlate data --> Analisys --> Suggestions for imrovement ## Organization -How did you organize yourself? Did you use any tools? +Trello ## Links Include the links to your repository, slides and trello. Feel free to include any other links associated to your project. -[Repository](https://github.com/) -[Slides](https://slides.com/) -[Trello](https://trello.com/en) \ No newline at end of file +[Repository](https://github.com/naivm/Project-Week-4) +[Slides](https://docs.google.com/presentation/d/1z_EGfilJ4JgHUk9gc5BN-rNUqGfoC-3kLc7IqhUyTWQ/edit?usp=sharing) +[Trello](https://trello.com/b/rU0gMnbU/project-4) From 1efedb286eb1393b567ccd33aa975d51e5dee28b Mon Sep 17 00:00:00 2001 From: naivm <36080596+naivm@users.noreply.github.com> Date: Fri, 13 Sep 2019 15:47:02 +0100 Subject: [PATCH 8/8] Update README.md --- your-project/README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/your-project/README.md b/your-project/README.md index a186f3b..5b5b308 100644 --- a/your-project/README.md +++ b/your-project/README.md @@ -48,3 +48,4 @@ Include the links to your repository, slides and trello. Feel free to include an [Repository](https://github.com/naivm/Project-Week-4) [Slides](https://docs.google.com/presentation/d/1z_EGfilJ4JgHUk9gc5BN-rNUqGfoC-3kLc7IqhUyTWQ/edit?usp=sharing) [Trello](https://trello.com/b/rU0gMnbU/project-4) +[Report](https://docs.google.com/document/d/12KOwntaeFNqo9jY7PnqFfhHbjJSy9b4C4unfZEWNHDw/edit?usp=sharing)