From 201474a48dc7c604f1af50092a14275697ff7325 Mon Sep 17 00:00:00 2001 From: DanielAguilar94 Date: Sun, 10 Apr 2022 22:45:48 -0500 Subject: [PATCH] web-project --- .../API_Project-checkpoint.ipynb | 4235 +++++++++++++++++ .../Web_Scrapping-checkpoint.ipynb | 953 ++++ API_Project.ipynb | 4235 +++++++++++++++++ Climas_Ciudades_API/Austin_Clima.csv | 73 + Climas_Ciudades_API/Baltimore_Clima.csv | 73 + Climas_Ciudades_API/Chicago_Clima.csv | 73 + Climas_Ciudades_API/Dallas_Clima.csv | 73 + Climas_Ciudades_API/Denver_Clima.csv | 73 + Climas_Ciudades_API/Detroit_Clima.csv | 73 + Climas_Ciudades_API/LA_Clima.csv | 73 + Climas_Ciudades_API/Mexico_Clima.csv | 73 + Climas_Ciudades_API/NY_Clima.csv | 73 + Climas_Ciudades_API/Philadelphia_Clima.csv | 73 + Climas_Ciudades_API/Phoenix_Clima.csv | 73 + Climas_Ciudades_API/Pittsburgh_Clima.csv | 73 + Climas_Ciudades_API/SF_Clima.csv | 73 + Climas_Ciudades_API/Seattle_Clima.csv | 73 + WebScrappingbooks.csv | 201 + Web_Scrapping.ipynb | 955 ++++ 19 files changed, 11601 insertions(+) create mode 100644 .ipynb_checkpoints/API_Project-checkpoint.ipynb create mode 100644 .ipynb_checkpoints/Web_Scrapping-checkpoint.ipynb create mode 100644 API_Project.ipynb create mode 100644 Climas_Ciudades_API/Austin_Clima.csv create mode 100644 Climas_Ciudades_API/Baltimore_Clima.csv create mode 100644 Climas_Ciudades_API/Chicago_Clima.csv create mode 100644 Climas_Ciudades_API/Dallas_Clima.csv create mode 100644 Climas_Ciudades_API/Denver_Clima.csv create mode 100644 Climas_Ciudades_API/Detroit_Clima.csv create mode 100644 Climas_Ciudades_API/LA_Clima.csv create mode 100644 Climas_Ciudades_API/Mexico_Clima.csv create mode 100644 Climas_Ciudades_API/NY_Clima.csv create mode 100644 Climas_Ciudades_API/Philadelphia_Clima.csv create mode 100644 Climas_Ciudades_API/Phoenix_Clima.csv create mode 100644 Climas_Ciudades_API/Pittsburgh_Clima.csv create mode 100644 Climas_Ciudades_API/SF_Clima.csv create mode 100644 Climas_Ciudades_API/Seattle_Clima.csv create mode 100644 WebScrappingbooks.csv create mode 100644 Web_Scrapping.ipynb diff --git a/.ipynb_checkpoints/API_Project-checkpoint.ipynb b/.ipynb_checkpoints/API_Project-checkpoint.ipynb new file mode 100644 index 0000000..6e382b2 --- /dev/null +++ b/.ipynb_checkpoints/API_Project-checkpoint.ipynb @@ -0,0 +1,4235 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 3, + "id": "e8a0133a", + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "import requests\n", + "import pandas as pd\n", + "from pandas.io.json import json_normalize\n", + "import time\n", + "from datetime import datetime\n", + "token= \"44bbe91d452d419e9fa204215220804\"\n", + "url=\" http://api.weatherapi.com/v1\"\n", + "url2=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Mexico&days=3\"\n", + "url3=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=LA&days=3\"\n", + "url4=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=NY&days=3\"\n", + "url5=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=SF&days=3\"\n", + "url6=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Dallas&days=3\"\n", + "url7=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Seattle&days=3\"\n", + "url8=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Chicago&days=3\"\n", + "url9=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Denver&days=3\"\n", + "url10=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Austin&days=3\"\n", + "url11=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Phoenix&days=3\"\n", + "url12=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Detroit&days=3\"" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "a21d624a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'location': {'name': 'Mexico City',\n", + " 'region': 'The Federal District',\n", + " 'country': 'Mexico',\n", + " 'lat': 19.43,\n", + " 'lon': -99.13,\n", + " 'tz_id': 'America/Mexico_City',\n", + " 'localtime_epoch': 1649639132,\n", + " 'localtime': '2022-04-10 20:05'},\n", + " 'current': {'last_updated_epoch': 1649635200,\n", + " 'last_updated': '2022-04-10 19:00',\n", + " 'temp_c': 23.0,\n", + " 'temp_f': 73.4,\n", + " 'is_day': 0,\n", + " 'condition': {'text': 'Partly cloudy',\n", + " 'icon': '//cdn.weatherapi.com/weather/64x64/night/116.png',\n", + " 'code': 1003},\n", + " 'wind_mph': 13.6,\n", + " 'wind_kph': 22.0,\n", + " 'wind_degree': 180,\n", + " 'wind_dir': 'S',\n", + " 'uv': 5.0},\n", + " 'forecast': {'forecastday': [{'date': '2022-04-10',\n", + " 'date_epoch': 1649548800,\n", + " 'day': {'maxtemp_c': 28.3,\n", + " 'maxtemp_f': 82.9,\n", + " 'mintemp_c': 13.5,\n", + " 'mintemp_f': 56.3,\n", + " 'avgtemp_c': 19.6,\n", + " 'avgtemp_f': 67.3,\n", + " 'maxwind_mph': 11.4,\n", + " 'maxwind_kph': 18.4,\n", + " 'totalprecip_mm': 2.0,\n", + " 'totalprecip_in': 0.08,\n", + " 'avgvis_km': 9.8,\n", + " 'avgvis_miles': 6.0,\n", + " 'avghumidity': 40.0,\n", + " 'daily_will_it_rain': 1,\n", + " 'daily_chance_of_rain': 89,\n", + " 'daily_will_it_snow': 0,\n", + " 'daily_chance_of_snow': 0,\n", + " 'condition': {'text': 'Patchy rain possible'},\n", + " 'uv': 11.0},\n", + " 'astro': {'sunrise': '07:23 AM',\n", + " 'sunset': '07:53 PM',\n", + " 'moonrise': '02:33 PM',\n", + " 'moonset': '03:21 AM',\n", + " 'moon_phase': 'First Quarter',\n", + " 'moon_illumination': '62'},\n", + " 'hour': [{'time_epoch': 1649566800,\n", + " 'time': '2022-04-10 00:00',\n", + " 'temp_c': 14.8,\n", + " 'temp_f': 58.6,\n", + " 'is_day': 0,\n", + " 'condition': {},\n", + " 'wind_mph': 5.1,\n", + " 'wind_kph': 8.3,\n", + " 'wind_degree': 232,\n", + " 'wind_dir': 'SW',\n", + " 'pressure_mb': 1019.0,\n", + " 'pressure_in': 30.08,\n", + " 'precip_mm': 0.1,\n", + " 'precip_in': 0.0,\n", + " 'humidity': 53,\n", + " 'cloud': 85,\n", + " 'feelslike_c': 14.6,\n", + " 'feelslike_f': 58.3,\n", + " 'windchill_c': 14.6,\n", + " 'windchill_f': 58.3,\n", + " 'heatindex_c': 14.8,\n", + " 'heatindex_f': 58.6,\n", + " 'dewpoint_c': 5.4,\n", + " 'dewpoint_f': 41.7,\n", + " 'will_it_rain': 1,\n", + " 'chance_of_rain': 89,\n", + " 'will_it_snow': 0,\n", + " 'chance_of_snow': 0,\n", + " 'vis_km': 10.0,\n", + " 'vis_miles': 6.0,\n", + " 'gust_mph': 7.8,\n", + " 'gust_kph': 12.6,\n", + " 'uv': 1.0},\n", + " {'time_epoch': 1649570400,\n", + " 'time': '2022-04-10 01:00',\n", + " 'temp_c': 14.5,\n", + " 'temp_f': 58.1,\n", + " 'is_day': 0,\n", + " 'condition': {},\n", + " 'wind_mph': 3.6,\n", + " 'wind_kph': 5.8,\n", + " 'wind_degree': 213,\n", + " 'wind_dir': 'SSW',\n", + " 'pressure_mb': 1018.0,\n", + " 'pressure_in': 30.06,\n", + " 'precip_mm': 0.7,\n", + " 'precip_in': 0.03,\n", + " 'humidity': 52,\n", + " 'cloud': 81,\n", + " 'feelslike_c': 14.7,\n", + " 'feelslike_f': 58.5,\n", + " 'windchill_c': 14.7,\n", + " 'windchill_f': 58.5,\n", + " 'heatindex_c': 14.5,\n", + " 'heatindex_f': 58.1,\n", + " 'dewpoint_c': 4.8,\n", + " 'dewpoint_f': 40.6,\n", + " 'will_it_rain': 0,\n", + " 'chance_of_rain': 63,\n", + " 'will_it_snow': 0,\n", + " 'chance_of_snow': 0,\n", + " 'vis_km': 10.0,\n", + " 'vis_miles': 6.0,\n", + " 'gust_mph': 5.6,\n", + " 'gust_kph': 9.0,\n", + " 'uv': 1.0},\n", + " {'time_epoch': 1649574000,\n", + " 'time': '2022-04-10 02:00',\n", + " 'temp_c': 14.3,\n", + " 'temp_f': 57.7,\n", + " 'is_day': 0,\n", + " 'condition': {},\n", + " 'wind_mph': 3.1,\n", + " 'wind_kph': 5.0,\n", + " 'wind_degree': 211,\n", + " 'wind_dir': 'SSW',\n", + " 'pressure_mb': 1017.0,\n", + " 'pressure_in': 30.03,\n", + " 'precip_mm': 0.0,\n", + " 'precip_in': 0.0,\n", + " 'humidity': 52,\n", + " 'cloud': 7,\n", + " 'feelslike_c': 14.6,\n", + " 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72 rows × 33 columns

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" + ], + "text/plain": [ + " time_epoch time temp_c temp_f is_day condition wind_mph \\\n", + "0 1649566800 2022-04-10 00:00 14.8 58.6 0 {} 5.1 \n", + "1 1649570400 2022-04-10 01:00 14.5 58.1 0 {} 3.6 \n", + "2 1649574000 2022-04-10 02:00 14.3 57.7 0 {} 3.1 \n", + "3 1649577600 2022-04-10 03:00 14.2 57.6 0 {} 2.9 \n", + "4 1649581200 2022-04-10 04:00 14.0 57.2 0 {} 2.2 \n", + ".. ... ... ... ... ... ... ... \n", + "19 1649808000 2022-04-12 19:00 25.5 77.9 1 {} 8.9 \n", + "20 1649811600 2022-04-12 20:00 24.1 75.4 0 {} 9.4 \n", + "21 1649815200 2022-04-12 21:00 23.1 73.6 0 {} 7.8 \n", + "22 1649818800 2022-04-12 22:00 22.3 72.1 0 {} 5.8 \n", + "23 1649822400 2022-04-12 23:00 21.8 71.2 0 {} 4.9 \n", + "\n", + " wind_kph wind_degree wind_dir ... dewpoint_f will_it_rain \\\n", + "0 8.3 232 SW ... 41.7 1 \n", + "1 5.8 213 SSW ... 40.6 0 \n", + "2 5.0 211 SSW ... 40.1 0 \n", + "3 4.7 198 SSW ... 39.7 0 \n", + "4 3.6 181 S ... 39.6 0 \n", + ".. ... ... ... ... ... ... \n", + "19 14.4 219 SW ... 36.0 0 \n", + "20 15.1 204 SSW ... 37.0 0 \n", + "21 12.6 203 SSW ... 38.1 0 \n", + "22 9.4 217 SW ... 38.5 0 \n", + "23 7.9 209 SSW ... 38.7 0 \n", + "\n", + " chance_of_rain will_it_snow chance_of_snow vis_km vis_miles gust_mph \\\n", + "0 89 0 0 10.0 6.0 7.8 \n", + "1 63 0 0 10.0 6.0 5.6 \n", + "2 0 0 0 10.0 6.0 5.1 \n", + "3 0 0 0 10.0 6.0 4.9 \n", + "4 0 0 0 10.0 6.0 4.0 \n", + ".. ... ... ... ... ... ... \n", + "19 0 0 0 10.0 6.0 10.3 \n", + "20 0 0 0 10.0 6.0 10.7 \n", + "21 0 0 0 10.0 6.0 8.9 \n", + "22 0 0 0 10.0 6.0 6.7 \n", + "23 0 0 0 10.0 6.0 5.6 \n", + "\n", + " gust_kph uv \n", + "0 12.6 1.0 \n", + "1 9.0 1.0 \n", + "2 8.3 1.0 \n", + "3 7.9 1.0 \n", + "4 6.5 1.0 \n", + ".. ... ... \n", + "19 16.6 7.0 \n", + "20 17.3 1.0 \n", + "21 14.4 1.0 \n", + "22 10.8 1.0 \n", + "23 9.0 1.0 \n", + "\n", + "[72 rows x 33 columns]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "horasmex= pd.concat([horasmex1,horasmex2,horasmex3])\n", + "horasmex" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "78a29d7f", + "metadata": {}, + "outputs": [], + "source": [ + "url_lista = [\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=LA&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=NY&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=SF&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Dallas&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Seattle&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Chicago&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Denver&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Austin&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Phoenix&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Detroit&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Philadelphia&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Pittsburgh&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Baltimore&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Mexico&days=3\"]\n", + "\n", + "\n", + "\n", + "horas_url_list=[]\n", + "horas_concat=[]\n", + "for i in range(len(url_lista)):\n", + " res = requests.get(url_lista[i])\n", + " res_url = res.json()\n", + " for j in range(3):\n", + " horas_url_list.append(pd.DataFrame(res_url['forecast']['forecastday'][j]['hour']))\n", + " x = 3*i\n", + " y = x+1\n", + " z = x+2\n", + " horas_concat.append(pd.concat([horas_url_list[x],horas_url_list[y],horas_url_list[z]])) \n", + " time.sleep(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "07ec1d2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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time_epochtimetemp_ctemp_fis_dayconditionwind_mphwind_kphwind_degreewind_dir...dewpoint_fwill_it_rainchance_of_rainwill_it_snowchance_of_snowvis_kmvis_milesgust_mphgust_kphuv
016495668002022-04-10 00:0014.858.60{}5.18.3232SW...41.71890010.06.07.812.61.0
116495704002022-04-10 01:0014.558.10{}3.65.8213SSW...40.60630010.06.05.69.01.0
216495740002022-04-10 02:0014.357.70{}3.15.0211SSW...40.1000010.06.05.18.31.0
316495776002022-04-10 03:0014.257.60{}2.94.7198SSW...39.7000010.06.04.97.91.0
416495812002022-04-10 04:0014.057.20{}2.23.6181S...39.6000010.06.04.06.51.0
..................................................................
1916498080002022-04-12 19:0025.577.91{}8.914.4219SW...36.0000010.06.010.316.67.0
2016498116002022-04-12 20:0024.175.40{}9.415.1204SSW...37.0000010.06.010.717.31.0
2116498152002022-04-12 21:0023.173.60{}7.812.6203SSW...38.1000010.06.08.914.41.0
2216498188002022-04-12 22:0022.372.10{}5.89.4217SW...38.5000010.06.06.710.81.0
2316498224002022-04-12 23:0021.871.20{}4.97.9209SSW...38.7000010.06.05.69.01.0
\n", + "

72 rows × 33 columns

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" + ], + "text/plain": [ + " time_epoch time temp_c temp_f is_day condition wind_mph \\\n", + "0 1649566800 2022-04-10 00:00 14.8 58.6 0 {} 5.1 \n", + "1 1649570400 2022-04-10 01:00 14.5 58.1 0 {} 3.6 \n", + "2 1649574000 2022-04-10 02:00 14.3 57.7 0 {} 3.1 \n", + "3 1649577600 2022-04-10 03:00 14.2 57.6 0 {} 2.9 \n", + "4 1649581200 2022-04-10 04:00 14.0 57.2 0 {} 2.2 \n", + ".. ... ... ... ... ... ... ... \n", + "19 1649808000 2022-04-12 19:00 25.5 77.9 1 {} 8.9 \n", + "20 1649811600 2022-04-12 20:00 24.1 75.4 0 {} 9.4 \n", + "21 1649815200 2022-04-12 21:00 23.1 73.6 0 {} 7.8 \n", + "22 1649818800 2022-04-12 22:00 22.3 72.1 0 {} 5.8 \n", + "23 1649822400 2022-04-12 23:00 21.8 71.2 0 {} 4.9 \n", + "\n", + " wind_kph wind_degree wind_dir ... dewpoint_f will_it_rain \\\n", + "0 8.3 232 SW ... 41.7 1 \n", + "1 5.8 213 SSW ... 40.6 0 \n", + "2 5.0 211 SSW ... 40.1 0 \n", + "3 4.7 198 SSW ... 39.7 0 \n", + "4 3.6 181 S ... 39.6 0 \n", + ".. ... ... ... ... ... ... \n", + "19 14.4 219 SW ... 36.0 0 \n", + "20 15.1 204 SSW ... 37.0 0 \n", + "21 12.6 203 SSW ... 38.1 0 \n", + "22 9.4 217 SW ... 38.5 0 \n", + "23 7.9 209 SSW ... 38.7 0 \n", + "\n", + " chance_of_rain will_it_snow chance_of_snow vis_km vis_miles gust_mph \\\n", + "0 89 0 0 10.0 6.0 7.8 \n", + "1 63 0 0 10.0 6.0 5.6 \n", + "2 0 0 0 10.0 6.0 5.1 \n", + "3 0 0 0 10.0 6.0 4.9 \n", + "4 0 0 0 10.0 6.0 4.0 \n", + ".. ... ... ... ... ... ... \n", + "19 0 0 0 10.0 6.0 10.3 \n", + "20 0 0 0 10.0 6.0 10.7 \n", + "21 0 0 0 10.0 6.0 8.9 \n", + "22 0 0 0 10.0 6.0 6.7 \n", + "23 0 0 0 10.0 6.0 5.6 \n", + "\n", + " gust_kph uv \n", + "0 12.6 1.0 \n", + "1 9.0 1.0 \n", + "2 8.3 1.0 \n", + "3 7.9 1.0 \n", + "4 6.5 1.0 \n", + ".. ... ... \n", + "19 16.6 7.0 \n", + "20 17.3 1.0 \n", + "21 14.4 1.0 \n", + "22 10.8 1.0 \n", + "23 9.0 1.0 \n", + "\n", + "[72 rows x 33 columns]" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "horas_concat[13]" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "db72462d", + "metadata": {}, + "outputs": [], + "source": [ + "horas_concat[0].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\LA_Clima.csv')\n", + "horas_concat[1].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\NY_Clima.csv')\n", + "horas_concat[2].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\SF_Clima.csv')\n", + "horas_concat[3].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\Dallas_Clima.csv')\n", + "horas_concat[4].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\Seattle_Clima.csv')\n", + "horas_concat[5].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\Chicago_Clima.csv')\n", + "horas_concat[6].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\Denver_Clima.csv')\n", + "horas_concat[7].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\Austin_Clima.csv')\n", + "horas_concat[8].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\Phoenix_Clima.csv')\n", + "horas_concat[9].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\Detroit_Clima.csv')\n", + "horas_concat[10].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\Philadelphia_Clima.csv')\n", + "horas_concat[11].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\Pittsburgh_Clima.csv')\n", + "horas_concat[12].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\Baltimore_Clima.csv')\n", + "horas_concat[13].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\Mexico_Clima.csv')\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "139bf10f", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/.ipynb_checkpoints/Web_Scrapping-checkpoint.ipynb b/.ipynb_checkpoints/Web_Scrapping-checkpoint.ipynb new file mode 100644 index 0000000..916a1a4 --- /dev/null +++ b/.ipynb_checkpoints/Web_Scrapping-checkpoint.ipynb @@ -0,0 +1,953 @@ +{ + "cells": [ + { + "cell_type": "code", + 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\\n\\t\\t\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t\\t0\\n\\t\\t\\t\\t\\t\\t\\t\\t$0,00\\n\\t\\t\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tProcesar compra\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tVer cesta\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
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Literatura

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CRUZIFIXUS

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TRANSMIGRATION

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UNFALL MIT FOLGEN

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DAS WUNSCHSIEGEL

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MOMENT OF TRUTH

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SLAVES OF THE UNKNOWN

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THE SEA TERROR

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FIVE TALES OF MYSTERY AND...

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CROSSED WIRES

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WITH DEATH YOU GET THE...

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PRIMERAS NARRACIONES

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DIE AUFRICHTIGEN

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WITCHES AND WIZARDS IN...

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A HATTER GOES MAD

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TOY SOLDIERS

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JUSTY ONE

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TIONG BAHRU BLUE

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LEYENDAS DE LA MITOLOG\\xc3\\x8dA...

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HOW TO LOSE THIGH FAT

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LES SUGGESTIONS INFORMELLES

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INFORMACI\\xc3\\x93N

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Agenda Cultural

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Newsletter

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\\xc2\\xbfQuieres saber m\\xc3\\xa1s de nosotros? Suscr\\xc3\\xadbete
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\\n\\t\\t\\t\\t\\t\"image\\n\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t2022 © Librer\\xc3\\xada El S\\xc3\\xb3tano. Todos los Derechos Reservados |\\n\\t\\t\\t\\t\\t\\tGrupo Trevenque\\n\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t
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Este sitio web utiliza cookies, tanto propias como de terceros, para mejorar su experiencia de navegaci\\xc3\\xb3n. Si contin\\xc3\\xbaa navegando, consideramos que acepta su uso. M\\xc3\\xa1s informaci\\xc3\\xb3n

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\\n\\t\\t\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t\\t0\\n\\t\\t\\t\\t\\t\\t\\t\\t$0,00\\n\\t\\t\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tProcesar compra\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tVer cesta\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\t\\t\\t\\t\\t B\\xc3\\xbasqueda avanzada\\n\\t\\t\\t\\t\\t\\t\\t
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Literatura

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\\n\\t\\t\\t\\teBooks Eliminar filtro\\n\\t\\t\\t\\tLiteratura Eliminar filtro\\n\\t\\t\\n\\t\\tQuitar filtros\\n\\t
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HERZKIND - WUNDERKIND

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FIRST WAVE - FANCY...

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RAGNAROK

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WENN AUS MAMA PAPA WIRD

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JASMIN, HERRIN DES NORDENS

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HOW TO HYPNOTIZE ANYONE...

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ESCRITOS DE UM OUTRO DIA

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DEVOTE HEXE IM WALD

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VOM LIEBESGOTT GENOMMEN

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FRIVOLE SCHLAMPE ZU DIENSTEN

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GYPSY

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ASCENDING GODDESS

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HEILPRAKTIKERPR\\xc3\\x9cFUNG 840...

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EIN LEBEN NACH DEN...

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DER LETZTE BERICHT

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Literatura

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  1. \\n\\t\\t\\t\\t\\t\\t\\t48673 resultados\\t\\t\\t\\t\\t\\t
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\\n \\n \"HEALTHCARE\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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HEALTHCARE WITH...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $34.00\\n \\n
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\\n \\n \"MARY\"\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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MARY

\\n
\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $80.00\\n \\n
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NEBEN DER SPUR

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $45.00\\n \\n
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\\n \\n \"PIRATEN\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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PIRATEN AUF FALSCHEM KURS

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $91.00\\n \\n
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BAREFOOT RUNNING

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $45.00\\n \\n
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WAN & TED - JEU DE HAINE...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $114.00\\n \\n
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\\n \\n \"SCORCHING\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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SCORCHING SHORTS

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $80.00\\n \\n
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AN INNOCENT AMONG THEM

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $68.00\\n \\n
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LA SECONDA VOLTA

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
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THE GOVERNESS AFFAIR

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
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DAS BENEDIKTINERKLOSTER...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $45.00\\n \\n
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KALTER KRIEG IM SPIEGEL

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $114.00\\n \\n
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DIE KAVALIER-G.M.B.H.

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\\n \\n \"GETTING\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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GETTING STARTED WITH...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $228.00\\n \\n
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\\n \\n \"QR\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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\\n
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QR CODES FOR AUTHORS

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
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\\n \\n \"ANTESTAMENT\"\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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ANTESTAMENT

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $114.00\\n \\n
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\\n \\n \"BABY\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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BABY STEPS

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Newsletter

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\\n\\t\\t\\t\\t\\t\"image\\n\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t2022 © Librer\\xc3\\xada El S\\xc3\\xb3tano. Todos los Derechos Reservados |\\n\\t\\t\\t\\t\\t\\tGrupo Trevenque\\n\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t
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\\n\\t\\t\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t\\t0\\n\\t\\t\\t\\t\\t\\t\\t\\t$0,00\\n\\t\\t\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tProcesar compra\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tVer cesta\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
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    \\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
  • Todos
    • \\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
  • Libros
    • \\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
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    • \\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\t\\t\\t\\t\\t B\\xc3\\xbasqueda avanzada\\n\\t\\t\\t\\t\\t\\t\\t
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Literatura

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  1. \\n\\t\\t\\t\\t\\t\\t\\t48673 resultados\\t\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\teBooks Eliminar filtro\\n\\t\\t\\t\\tLiteratura Eliminar filtro\\n\\t\\t\\n\\t\\tQuitar filtros\\n\\t
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\\n \\n \"DIE\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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DIE SIEBEN WELTWUNDER IN...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $183.00\\n \\n
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\\n \\n \"THE\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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THE NON-FICTION,...

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\\n \\n \"AUSFLUG\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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AUSFLUG IN DIE ASTROLOGIE

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $91.00\\n \\n
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\\n \\n \"DER\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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DER WURM

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\\n \\n \"EIN\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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EIN MORD (S) AMT

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $137.00\\n \\n
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\\n \\n \"CALABRIA-\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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CALABRIA- SOMMERIMPRESSIONEN

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\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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\\xd0\\xa1\\xd0\\x9b\\xd0\\xac\\xd0\\x9d\\xd0\\xa6\\xd0\\x95 \\xd0\\x98 \\xd0\\x9a\\xd0\\x90\\xd0\\xa4\\xd0\\x95

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MEMOIRS OF A SUPERIOR

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F\\xc3\\x9cNF KURZGESCHICHTEN

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DIE F\\xc3\\x84LLE DES JAKOB...

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LEICHENTUCH: BAND 2 DER...

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LES TEMPS CHANGENT - TOME 2

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LES TEMPS CHANGENT - TOME 1

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AN DER T\\xc3\\x9cR

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AUF DEM PARKPLATZ

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TILL DEATH

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BONDAGE TWINS

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\\n \\n \"THE\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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THE ROYALE PROJECT

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SOLAR STUPID

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INSIDE THE SPHERE

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Literatura

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  1. \\n\\t\\t\\t\\t\\t\\t\\t48673 resultados\\t\\t\\t\\t\\t\\t
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THE ORB

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RU\\xc3\\x9fMITTCHEN

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DAS AUSGEPL\\xc3\\x9cNDERTE SYSTEM

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A TRICK OF FATE

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GOURMET COFFEE MUG CAKES

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GOBLINS & VIKINGS IN...

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GOBLINS & VIKINGS IN...

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GOBLINS & VIKINGS IN...

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FAIRY OF TEETH

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A PAUNCH FULL OF PESOS

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SEDUCED BY AN EARL

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THE ADVENTURE TOURNAMENT

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A LADY IN NAME

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RETOUR \\xc3\\x80 LA MAISON

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NANEH CHINEH ET LE PETIT...

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SPANISH IMPRESSIONS

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ALIEN HYBRID

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THE CHRISTMAS CLUB

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Agenda Cultural

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\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tProcesar compra\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tVer cesta\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\t\\t\\t\\t\\t B\\xc3\\xbasqueda avanzada\\n\\t\\t\\t\\t\\t\\t\\t
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Literatura

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  1. \\n\\t\\t\\t\\t\\t\\t\\t48673 resultados\\t\\t\\t\\t\\t\\t
    2. \\n\\t\\t\\t\\t\\t
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THE KIDNAPPING OF BILLY...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $45.00\\n \\n
\\n\\t\\t
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ABW\\xc3\\x84RTS IN DEN TOD

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\\n\\t\\t
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FOG OF THE FORGOTTEN

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
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QUICK PAY FOR MAVERICK MEN

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
\\n\\t\\t
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\\n \\n \"A\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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A HOME AMONG THE STARS

\\n
\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
\\n\\t\\t
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THE OUTLAWS OF MARS

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
\\n\\t\\t
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\\n \\n \"FITNESS\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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FITNESS AND EXERCISE FUN...

\\n
\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $91.00\\n \\n
\\n\\t\\t
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\\n \\n \"MAKING\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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MAKING WAVES

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $57.00\\n \\n
\\n\\t\\t
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\\n \\n \"LOS\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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LOS ENCANTOS DEL R\\xc3\\x8dO

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $34.00\\n \\n
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LA MAGIA DEL R\\xc3\\x8dO

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EYES OF THE BLIND...

\\n
\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $114.00\\n \\n
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VERSAUTE LESBEN UNTER DER...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $68.00\\n \\n
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UNTER DER TROPENSONNE...

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DIE \\xc3\\x9cBERFALLENDE...

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FLIGHTS OF MADNESS

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VENEZIANISCHE PIZZA (01)

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BESSER REDEN UND...

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CON\\xc3\\x93CEME

\\n
\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $80.00\\n \\n
\\n\\t\\t
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\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t
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STONATO

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W\\xc3\\x9cSTE(N) M\\xc3\\x84USE

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INFORMACI\\xc3\\x93N

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Agenda Cultural

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Newsletter

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Este sitio web utiliza cookies, tanto propias como de terceros, para mejorar su experiencia de navegaci\\xc3\\xb3n. Si contin\\xc3\\xbaa navegando, consideramos que acepta su uso. M\\xc3\\xa1s informaci\\xc3\\xb3n

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    \\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\t\\t\\t\\t\\t B\\xc3\\xbasqueda avanzada\\n\\t\\t\\t\\t\\t\\t\\t
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Literatura

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  1. \\n\\t\\t\\t\\t\\t\\t\\t48673 resultados\\t\\t\\t\\t\\t\\t
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GRABESRACHE

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UNSEEN

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IN THE GARDEN OF BEASTS -...

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HOUSE RULES - BEHIND THE...

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ZAHLENTEUFEL!

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A DOG\\'S PURPOSE - BEHIND...

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\\xc3\\x9cBER GEORGE SMILEY

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TAGEBUCH EINES PENDLERS

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IST ES LYRIK? JA ICH...

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WILDE BERGORCHIDEEN

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GEDANKENSTURM

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DIE FRANZ\\xc3\\x96SISCHEN...

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DER TODESKANDIDAT

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VOR DEM PILZGERICHT

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\\n\\t\\t\\t\\t\\t\\t\\t\\t B\\xc3\\xbasqueda avanzada\\n\\t\\t\\t\\t\\t\\t\\t
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Literatura

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  1. \\n\\t\\t\\t\\t\\t\\t\\t48673 resultados\\t\\t\\t\\t\\t\\t
    2. \\n\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\teBooks Eliminar filtro\\n\\t\\t\\t\\tLiteratura Eliminar filtro\\n\\t\\t\\n\\t\\tQuitar filtros\\n\\t
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2999 DAS DRITTE MILLENNIUM

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STEHEN SIE DR\\xc3\\x9cBER!

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DIE ANDERE SCHWESTER

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TROJANISCHE PFERDE

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AUGENSCHEIN

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SCHAFSPELZ

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MY DARKEST PASSION

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DIE WAHRE GESCHICHTE VOM...

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W\\xc3\\x96HLERS ZWEITER FALL -...

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WALLGAU

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MORD IM GEHEIMNISVOLLEN...

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BEATRICE

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LUSTVOLLE ZEITEN

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
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JOYFUL TIMES

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AM LIMIT UNTER PALMEN

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $343.00\\n \\n
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NACHTANRUF

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FRIDA KAHLO

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BARDS AND SAGES QUARTERLY...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $57.00\\n \\n
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THE CURLY SITUATION

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EIN BAYERISCHER SONDERWEG

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Newsletter

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\\n\\t\\t\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t\\t0\\n\\t\\t\\t\\t\\t\\t\\t\\t$0,00\\n\\t\\t\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tProcesar compra\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tVer cesta\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
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    \\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
  • Todos
    • \\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
  • Libros
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\\n\\t\\t\\t\\t\\t\\t\\t\\t B\\xc3\\xbasqueda avanzada\\n\\t\\t\\t\\t\\t\\t\\t
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Literatura

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    \\n\\t\\t\\t\\t\\t\\t
  1. \\n\\t\\t\\t\\t\\t\\t\\t48673 resultados\\t\\t\\t\\t\\t\\t
    2. \\n\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\teBooks Eliminar filtro\\n\\t\\t\\t\\tLiteratura Eliminar filtro\\n\\t\\t\\n\\t\\tQuitar filtros\\n\\t
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SIEBEN S\\xc3\\x9cNDEN

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DIE WEIHNACHTSKATZE

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DARKEST DESIGNS

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $57.00\\n \\n
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LA VENGEANCE D\\'UN JUIF...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $80.00\\n \\n
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KOSTENFALLE HANDYTARIF

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $68.00\\n \\n
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ZWEISTIMMIG

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SCHULDIG

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $68.00\\n \\n
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VAMPIRE BRAUCHEN BLUT -...

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VAMPIRE BRAUCHEN BLUT -...

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DAS ZEITALTER ALEXANDERS...

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O AMOR DE NATHALIE

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LOVE LOST

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NEW RELIGION

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SAVAGE STORM

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HERREN DES UNIVERSUMS III

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ELEVATOR OF DOOM

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AZTEC, MAYA AND TOLTEC...

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\\n \\n \"EIN\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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EIN MORD (S) AMT

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $160.00\\n \\n
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AMACORD - GALOPP ZWISCHEN...

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BLOODY SOULS

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\\n\\n Primera\\n \\n 04\\n 05\\n 06\\n 07\\n 08\\n 09\\n 10\\n 11\\n 12\\n 13\\n \\n \\xc3\\x9altima\\n \\n
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  • \\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\"\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t
    \\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t

    54 a\\xc3\\xb1os en
    el mundo librero

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    Con la m\\xc3\\xa1s grande oferta Editorial y mejor selecci\\xc3\\xb3n infantil en M\\xc3\\xa9xico

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Literatura

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  1. \\n\\t\\t\\t\\t\\t\\t\\t48673 resultados\\t\\t\\t\\t\\t\\t
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IRRT\\xc3\\x9cMER \\xc3\\x9cBER UNSERE TIERE

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DER ORANGENKRIEG

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ENTRE O C\\xc3\\x89U E A TERRA

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NEFILINS DEUSES

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O CONTO DE BENJAMIN BUNNY

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O CONTO DE TOM KITTEN

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
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O CONTO DE PETER RABBIT

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
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OTO

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RADIOACTIVE

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WIE SIE MIT IMMOBILIEN...

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GEMSTONE GUIDE BOOK

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THE SWORD OF IO

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GHOST OF WILLOW\\'S PAST

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Agenda Cultural

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Newsletter

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\\xc2\\xbfQuieres saber m\\xc3\\xa1s de nosotros? Suscr\\xc3\\xadbete
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Este sitio web utiliza cookies, tanto propias como de terceros, para mejorar su experiencia de navegaci\\xc3\\xb3n. Si contin\\xc3\\xbaa navegando, consideramos que acepta su uso. M\\xc3\\xa1s informaci\\xc3\\xb3n

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\\n\\n\\n\\n\\n\\n\\n\\t\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n \\n \\n \\n\\n\\n \\n\\t\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n']" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import requests\n", + "from bs4 import BeautifulSoup\n", + "from IPython.display import Image\n", + "import re\n", + "import pandas as pd\n", + "\n", + "class web_scrapping_proyecto:\n", + "\n", + " def __init__(self, url_pattern, pages_to_scrape=10, sleep_interval=-1, content_parser=None):\n", + " self.url_pattern = url_pattern\n", + " self.pages_to_scrape = pages_to_scrape\n", + " self.sleep_interval = sleep_interval\n", + " self.content_parser = content_parser\n", + "\n", + " def scrape_url(self, url):\n", + " response = requests.get(url)\n", + " result = self.content_parser(response.content)\n", + " self.output_results(result)\n", + " return result\n", + " \n", + " def output_results(self, r):\n", + " #print(r)\n", + " return r\n", + " \n", + " def kickstart(self):\n", + " lista_final=[]\n", + " for i in range(1, self.pages_to_scrape+1):\n", + " z= self.scrape_url(\"https://www.elsotano.com/ebooks-de/literatura-19/?pagSel=\" + str(i) + \"&cuantos=20&orden=prioridad%2Cfecha_alta+desc&codMateria=19&tipoArticulo=E\")\n", + " #print(\"_______________________________________________________________________________________________________\")\n", + " lista_final.append(z)\n", + " return (lista_final)\n", + " \n", + "URL_PATTERN = 'https://www.elsotano.com/ebooks-de/literatura-19/?pagSel=1&cuantos=20&orden=prioridad%2Cfecha_alta+desc&codMateria=19&tipoArticulo=E' # regex pattern for the urls to scrape\n", + "PAGES_TO_SCRAPE = 10 # how many webpages to scrapge\n", + "\n", + "def quotes_parser(content):\n", + " return content\n", + " \n", + " #def csv_file(self, r):\n", + " \n", + " \n", + "\n", + "# Instantiate the IronhackSpider class\n", + "my_spider = web_scrapping_proyecto(URL_PATTERN, PAGES_TO_SCRAPE, content_parser=quotes_parser)\n", + "\n", + "# Start scraping jobs\n", + "my_spider.kickstart()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "5db52f4c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[('CRUZIFIXUS',\n", + " '$183.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334865'),\n", + " ('TRANSMIGRATION',\n", + " '$45.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334869'),\n", + " ('UNFALL MIT FOLGEN',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334904'),\n", + " ('DAS WUNSCHSIEGEL',\n", + " '$91.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335059'),\n", + " ('MOMENT OF TRUTH',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335061'),\n", + " ('SLAVES OF THE UNKNOWN',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335062'),\n", + " ('THE SEA TERROR',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335063'),\n", + " ('FIVE TALES OF MYSTERY AND...',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335064'),\n", + " ('CROSSED WIRES',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335065'),\n", + " ('WITH DEATH YOU GET THE...',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335120'),\n", + " ('PRIMERAS NARRACIONES',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335121'),\n", + " ('DIE AUFRICHTIGEN',\n", + " '$114.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335319'),\n", + " ('WITCHES AND WIZARDS IN...',\n", + " '$45.00',\n", + " 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'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336613'),\n", + " ('ROULETT',\n", + " '$91.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336719'),\n", + " ('LINDERS LISTE',\n", + " '$114.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336720')],\n", + " [('2999 DAS DRITTE MILLENNIUM',\n", + " '$114.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336721'),\n", + " ('STEHEN SIE DRÜBER!',\n", + " '$114.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336722'),\n", + " ('DIE ANDERE SCHWESTER',\n", + " '$114.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336723'),\n", + " ('TROJANISCHE PFERDE',\n", + " '$114.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336724'),\n", + " ('AUGENSCHEIN',\n", + " '$114.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336726'),\n", + " ('SCHAFSPELZ',\n", + " '$114.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336727'),\n", + " ('MY DARKEST PASSION',\n", + " '$91.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336763'),\n", + " ('DIE WAHRE GESCHICHTE VOM...',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336867'),\n", + " ('WÖHLERS ZWEITER FALL -...',\n", + " '$137.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336869'),\n", + " ('WALLGAU',\n", + " '$137.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336870'),\n", + " ('MORD IM GEHEIMNISVOLLEN...',\n", + " '$80.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336910'),\n", + " ('BEATRICE',\n", + " '$45.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336917'),\n", + " ('LUSTVOLLE ZEITEN',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337128'),\n", + " ('JOYFUL TIMES',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337129'),\n", + " ('AM LIMIT UNTER PALMEN',\n", + " '$343.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337145'),\n", + " ('NACHTANRUF',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337174'),\n", + " ('FRIDA KAHLO',\n", + " '$34.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337254'),\n", + " ('BARDS AND SAGES QUARTERLY...',\n", + " '$57.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337409'),\n", + " ('THE CURLY SITUATION',\n", + " '$45.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337466'),\n", + " ('EIN BAYERISCHER SONDERWEG',\n", + " '$45.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337471')],\n", + " [('SIEBEN SÜNDEN',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337495'),\n", + " ('DIE WEIHNACHTSKATZE',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337526'),\n", + " ('DARKEST DESIGNS',\n", + " '$57.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337577'),\n", + " (\"LA VENGEANCE D'UN JUIF...\",\n", + " '$80.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337581'),\n", + " ('KOSTENFALLE HANDYTARIF',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337582'),\n", + " ('ZWEISTIMMIG',\n", + " '$80.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337583'),\n", + " ('SCHULDIG',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337584'),\n", + " ('VAMPIRE BRAUCHEN BLUT -...',\n", + " '$45.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337585'),\n", + " ('VAMPIRE BRAUCHEN BLUT -...',\n", + " '$34.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337586'),\n", + " ('DAS ZEITALTER ALEXANDERS...',\n", + " '$125.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337587'),\n", + " ('O AMOR DE NATHALIE',\n", + " '$80.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337643'),\n", + " ('LOVE LOST',\n", + " '$57.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337644'),\n", + " ('NEW RELIGION',\n", + " '$57.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337645'),\n", + " ('SAVAGE STORM',\n", + " '$57.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337647'),\n", + " ('HERREN DES UNIVERSUMS III',\n", + " '$91.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337648'),\n", + " ('ELEVATOR OF DOOM',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337649'),\n", + " ('AZTEC, MAYA AND TOLTEC...',\n", + " '$80.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337650'),\n", + " ('EIN MORD (S) AMT',\n", + " '$160.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337651'),\n", + " ('AMACORD - GALOPP ZWISCHEN...',\n", + " '$148.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337732'),\n", + " ('BLOODY SOULS',\n", + " '$114.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337754')],\n", + " [('EINFÜHRUNG IN DAS...',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337755'),\n", + " ('IRRTÜMER ÜBER UNSERE TIERE',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337756'),\n", + " ('VISIONES Y ESPÍRITUS DE...',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337771'),\n", + " ('ABENTEUER GRUBENFAHRT',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337825'),\n", + " ('DER ORANGENKRIEG',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000338561'),\n", + " ('GLÜCKSTREFFER',\n", + " '$45.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000338661'),\n", + " ('TALES FROM AFRICA',\n", + " '$103.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000338663'),\n", + " ('ENTRE O CÉU E A TERRA',\n", + " '$91.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000338684'),\n", + " ('NEFILINS DEUSES',\n", + " '$57.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000339458'),\n", + " ('O CONTO DE BENJAMIN BUNNY',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000339459'),\n", + " ('O CONTO DE TOM KITTEN',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000339461'),\n", + " ('O CONTO DE PETER RABBIT',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000339462'),\n", + " ('OTO',\n", + " '$148.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000339463'),\n", + " ('RADIOACTIVE',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000339465'),\n", + " ('HEIMLICHES GLÜCK',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000339472'),\n", + " ('WIE SIE MIT IMMOBILIEN...',\n", + " '$114.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000339521'),\n", + " ('WEIHNACHTSZEIT MIT...',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000339731'),\n", + " ('GEMSTONE GUIDE BOOK',\n", + " '$45.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000339790'),\n", + " ('THE SWORD OF IO',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000339998'),\n", + " (\"GHOST OF WILLOW'S PAST\",\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000339999')]]" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def quotes_parser(content):\n", + " soup = BeautifulSoup(content,'lxml')\n", + " quotes = soup.select(\"div.so-booktitle h3 a\")\n", + " author = soup.select(\"span.so-bookprice\")\n", + " fotos = soup.select('div.so-frontcover a[href] img[src]')\n", + " fotos = [foto['src'] for foto in fotos]\n", + " links=[]\n", + " for foto in fotos:\n", + " if foto.startswith(\"/\"):\n", + " foto = \"https://www.elsotano.com\" + foto\n", + " links.append(foto)\n", + " links.pop(0) #\n", + " quotes_text= [el.text for el in quotes]\n", + " quotoes_text= [quote.replace(\"\\n\",\"\") for quote in quotes_text]\n", + " author_text= [el.text for el in author]\n", + " author_text=[author.replace(\"\\n\",\"\") for author in author_text]\n", + " #quote_author = zip(quotes_text,author_text) #aqui estaba links\n", + " #quote_author=list(quote_author)\n", + " for i in range(3):\n", + " quotes_text.pop(0)\n", + " author_text.pop(0)\n", + " quote_author_links=zip(quotes_text, author_text, links)\n", + " quote_author_links=list(quote_author_links)\n", + " return quote_author_links\n", + "\n", + "\n", + "\n", + "# Instantiate the IronhackSpider class\n", + "my_spider = web_scrapping_proyecto(URL_PATTERN, PAGES_TO_SCRAPE, content_parser=quotes_parser)\n", + "\n", + "# Start scraping jobs\n", + "my_spider.kickstart()\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "14475040", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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TituloPrecioLink
0CRUZIFIXUS$183.00https://www.elsotano.com/foto/muestraPortadaEb...
1TRANSMIGRATION$45.00https://www.elsotano.com/foto/muestraPortadaEb...
2UNFALL MIT FOLGEN$23.00https://www.elsotano.com/foto/muestraPortadaEb...
3DAS WUNSCHSIEGEL$91.00https://www.elsotano.com/foto/muestraPortadaEb...
4MOMENT OF TRUTH$23.00https://www.elsotano.com/foto/muestraPortadaEb...
............
15WIE SIE MIT IMMOBILIEN...$114.00https://www.elsotano.com/foto/muestraPortadaEb...
16WEIHNACHTSZEIT MIT...$23.00https://www.elsotano.com/foto/muestraPortadaEb...
17GEMSTONE GUIDE BOOK$45.00https://www.elsotano.com/foto/muestraPortadaEb...
18THE SWORD OF IO$68.00https://www.elsotano.com/foto/muestraPortadaEb...
19GHOST OF WILLOW'S PAST$68.00https://www.elsotano.com/foto/muestraPortadaEb...
\n", + "

200 rows × 3 columns

\n", + "
" + ], + "text/plain": [ + " Titulo Precio \\\n", + "0 CRUZIFIXUS $183.00 \n", + "1 TRANSMIGRATION $45.00 \n", + "2 UNFALL MIT FOLGEN $23.00 \n", + "3 DAS WUNSCHSIEGEL $91.00 \n", + "4 MOMENT OF TRUTH $23.00 \n", + ".. ... ... \n", + "15 WIE SIE MIT IMMOBILIEN... $114.00 \n", + "16 WEIHNACHTSZEIT MIT... $23.00 \n", + "17 GEMSTONE GUIDE BOOK $45.00 \n", + "18 THE SWORD OF IO $68.00 \n", + "19 GHOST OF WILLOW'S PAST $68.00 \n", + "\n", + " Link \n", + "0 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "1 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "2 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "3 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "4 https://www.elsotano.com/foto/muestraPortadaEb... \n", + ".. ... \n", + "15 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "16 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "17 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "18 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "19 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "\n", + "[200 rows x 3 columns]" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x = my_spider.kickstart()\n", + "data=[]\n", + "for i in range(len(x)):\n", + " df=pd.DataFrame(x[i])\n", + " data.append(df)\n", + "dfc=pd.concat(data)\n", + "dfc.columns = ['Titulo', 'Precio','Link']\n", + "dfc" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "e435e2c8", + "metadata": {}, + "outputs": [], + "source": [ + "x = my_spider.kickstart()" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "59e478e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334865'" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x[0][0]" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "eb043598", + "metadata": {}, + "outputs": [], + "source": [ + "dfc.to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\WebScrappingbooks.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "15fd3b17", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/API_Project.ipynb b/API_Project.ipynb new file mode 100644 index 0000000..46ebbc3 --- /dev/null +++ b/API_Project.ipynb @@ -0,0 +1,4235 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 3, + "id": "e8a0133a", + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "import requests\n", + "import pandas as pd\n", + "from pandas.io.json import json_normalize\n", + "import time\n", + "from datetime import datetime\n", + "token= \"44bbe91d452d419e9fa204215220804\"\n", + "url=\" http://api.weatherapi.com/v1\"\n", + "url2=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Mexico&days=3\"\n", + "url3=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=LA&days=3\"\n", + "url4=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=NY&days=3\"\n", + "url5=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=SF&days=3\"\n", + "url6=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Dallas&days=3\"\n", + "url7=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Seattle&days=3\"\n", + "url8=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Chicago&days=3\"\n", + "url9=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Denver&days=3\"\n", + "url10=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Austin&days=3\"\n", + "url11=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Phoenix&days=3\"\n", + "url12=\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Detroit&days=3\"" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "a21d624a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'location': {'name': 'Mexico City',\n", + " 'region': 'The Federal District',\n", + " 'country': 'Mexico',\n", + " 'lat': 19.43,\n", + " 'lon': -99.13,\n", + " 'tz_id': 'America/Mexico_City',\n", + " 'localtime_epoch': 1649639132,\n", + " 'localtime': '2022-04-10 20:05'},\n", + " 'current': {'last_updated_epoch': 1649635200,\n", + " 'last_updated': '2022-04-10 19:00',\n", + " 'temp_c': 23.0,\n", + " 'temp_f': 73.4,\n", + " 'is_day': 0,\n", + " 'condition': {'text': 'Partly cloudy',\n", + " 'icon': '//cdn.weatherapi.com/weather/64x64/night/116.png',\n", + " 'code': 1003},\n", + " 'wind_mph': 13.6,\n", + " 'wind_kph': 22.0,\n", + " 'wind_degree': 180,\n", + " 'wind_dir': 'S',\n", + " 'uv': 5.0},\n", + " 'forecast': {'forecastday': [{'date': '2022-04-10',\n", + " 'date_epoch': 1649548800,\n", + " 'day': {'maxtemp_c': 28.3,\n", + " 'maxtemp_f': 82.9,\n", + " 'mintemp_c': 13.5,\n", + " 'mintemp_f': 56.3,\n", + " 'avgtemp_c': 19.6,\n", + " 'avgtemp_f': 67.3,\n", + " 'maxwind_mph': 11.4,\n", + " 'maxwind_kph': 18.4,\n", + " 'totalprecip_mm': 2.0,\n", + " 'totalprecip_in': 0.08,\n", + " 'avgvis_km': 9.8,\n", + " 'avgvis_miles': 6.0,\n", + " 'avghumidity': 40.0,\n", + " 'daily_will_it_rain': 1,\n", + " 'daily_chance_of_rain': 89,\n", + " 'daily_will_it_snow': 0,\n", + " 'daily_chance_of_snow': 0,\n", + " 'condition': {'text': 'Patchy rain possible'},\n", + " 'uv': 11.0},\n", + " 'astro': {'sunrise': '07:23 AM',\n", + " 'sunset': '07:53 PM',\n", + " 'moonrise': '02:33 PM',\n", + " 'moonset': '03:21 AM',\n", + " 'moon_phase': 'First Quarter',\n", + " 'moon_illumination': '62'},\n", + " 'hour': [{'time_epoch': 1649566800,\n", + " 'time': '2022-04-10 00:00',\n", + " 'temp_c': 14.8,\n", + " 'temp_f': 58.6,\n", + " 'is_day': 0,\n", + " 'condition': {},\n", + " 'wind_mph': 5.1,\n", + " 'wind_kph': 8.3,\n", + " 'wind_degree': 232,\n", + " 'wind_dir': 'SW',\n", + " 'pressure_mb': 1019.0,\n", + " 'pressure_in': 30.08,\n", + " 'precip_mm': 0.1,\n", + " 'precip_in': 0.0,\n", + " 'humidity': 53,\n", + " 'cloud': 85,\n", + " 'feelslike_c': 14.6,\n", + " 'feelslike_f': 58.3,\n", + " 'windchill_c': 14.6,\n", + " 'windchill_f': 58.3,\n", + " 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+ " 'heatindex_f': 73.8,\n", + " 'dewpoint_c': 3.7,\n", + " 'dewpoint_f': 38.7,\n", + " 'will_it_rain': 0,\n", + " 'chance_of_rain': 0,\n", + " 'will_it_snow': 0,\n", + " 'chance_of_snow': 0,\n", + " 'vis_km': 10.0,\n", + " 'vis_miles': 6.0,\n", + " 'gust_mph': 5.6,\n", + " 'gust_kph': 9.0,\n", + " 'uv': 1.0}]}]}}" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res = requests.get(url2)\n", + "res_jasonmex = res.json()\n", + "res_jasonmex" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "20ec071d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'time_epoch': 1649566800,\n", + " 'time': '2022-04-10 00:00',\n", + " 'temp_c': 14.8,\n", + " 'temp_f': 58.6,\n", + " 'is_day': 0,\n", + " 'condition': {},\n", + " 'wind_mph': 5.1,\n", + " 'wind_kph': 8.3,\n", + " 'wind_degree': 232,\n", + " 'wind_dir': 'SW',\n", + " 'pressure_mb': 1019.0,\n", + " 'pressure_in': 30.08,\n", + " 'precip_mm': 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" 'temp_c': 26.5,\n", + " 'temp_f': 79.7,\n", + " 'is_day': 1,\n", + " 'condition': {},\n", + " 'wind_mph': 1.3,\n", + " 'wind_kph': 2.2,\n", + " 'wind_degree': 93,\n", + " 'wind_dir': 'E',\n", + " 'pressure_mb': 1009.0,\n", + " 'pressure_in': 29.8,\n", + " 'precip_mm': 0.0,\n", + " 'precip_in': 0.0,\n", + " 'humidity': 20,\n", + " 'cloud': 21,\n", + " 'feelslike_c': 24.9,\n", + " 'feelslike_f': 76.8,\n", + " 'windchill_c': 26.5,\n", + " 'windchill_f': 79.7,\n", + " 'heatindex_c': 24.9,\n", + " 'heatindex_f': 76.8,\n", + " 'dewpoint_c': 1.9,\n", + " 'dewpoint_f': 35.4,\n", + " 'will_it_rain': 0,\n", + " 'chance_of_rain': 0,\n", + " 'will_it_snow': 0,\n", + " 'chance_of_snow': 0,\n", + " 'vis_km': 10.0,\n", + " 'vis_miles': 6.0,\n", + " 'gust_mph': 1.6,\n", + " 'gust_kph': 2.5,\n", + " 'uv': 7.0},\n", + " {'time_epoch': 1649628000,\n", + " 'time': '2022-04-10 17:00',\n", + " 'temp_c': 25.7,\n", + " 'temp_f': 78.3,\n", + " 'is_day': 1,\n", + " 'condition': {},\n", + " 'wind_mph': 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1009.0,\n", + " 'pressure_in': 29.8,\n", + " 'precip_mm': 0.0,\n", + " 'precip_in': 0.0,\n", + " 'humidity': 27,\n", + " 'cloud': 47,\n", + " 'feelslike_c': 24.0,\n", + " 'feelslike_f': 75.2,\n", + " 'windchill_c': 24.2,\n", + " 'windchill_f': 75.6,\n", + " 'heatindex_c': 24.0,\n", + " 'heatindex_f': 75.2,\n", + " 'dewpoint_c': 4.3,\n", + " 'dewpoint_f': 39.7,\n", + " 'will_it_rain': 0,\n", + " 'chance_of_rain': 0,\n", + " 'will_it_snow': 0,\n", + " 'chance_of_snow': 0,\n", + " 'vis_km': 10.0,\n", + " 'vis_miles': 6.0,\n", + " 'gust_mph': 13.2,\n", + " 'gust_kph': 21.2,\n", + " 'uv': 6.0},\n", + " {'time_epoch': 1649635200,\n", + " 'time': '2022-04-10 19:00',\n", + " 'temp_c': 22.2,\n", + " 'temp_f': 72.0,\n", + " 'is_day': 1,\n", + " 'condition': {},\n", + " 'wind_mph': 8.5,\n", + " 'wind_kph': 13.7,\n", + " 'wind_degree': 255,\n", + " 'wind_dir': 'WSW',\n", + " 'pressure_mb': 1011.0,\n", + " 'pressure_in': 29.85,\n", + " 'precip_mm': 0.2,\n", + " 'precip_in': 0.01,\n", + " 'humidity': 32,\n", + " 'cloud': 82,\n", + " 'feelslike_c': 23.6,\n", + " 'feelslike_f': 74.5,\n", + " 'windchill_c': 22.2,\n", + " 'windchill_f': 72.0,\n", + " 'heatindex_c': 23.6,\n", + " 'heatindex_f': 74.5,\n", + " 'dewpoint_c': 4.9,\n", + " 'dewpoint_f': 40.8,\n", + " 'will_it_rain': 0,\n", + " 'chance_of_rain': 62,\n", + " 'will_it_snow': 0,\n", + " 'chance_of_snow': 0,\n", + " 'vis_km': 9.0,\n", + " 'vis_miles': 5.0,\n", + " 'gust_mph': 9.8,\n", + " 'gust_kph': 15.8,\n", + " 'uv': 5.0},\n", + " {'time_epoch': 1649638800,\n", + " 'time': '2022-04-10 20:00',\n", + " 'temp_c': 19.7,\n", + " 'temp_f': 67.5,\n", + " 'is_day': 0,\n", + " 'condition': {},\n", + " 'wind_mph': 2.0,\n", + " 'wind_kph': 3.2,\n", + " 'wind_degree': 230,\n", + " 'wind_dir': 'SW',\n", + " 'pressure_mb': 1012.0,\n", + " 'pressure_in': 29.88,\n", + " 'precip_mm': 0.3,\n", + " 'precip_in': 0.01,\n", + " 'humidity': 36,\n", + " 'cloud': 81,\n", + " 'feelslike_c': 19.7,\n", + " 'feelslike_f': 67.5,\n", + " 'windchill_c': 19.7,\n", + " 'windchill_f': 67.5,\n", + " 'heatindex_c': 19.7,\n", + " 'heatindex_f': 67.5,\n", + " 'dewpoint_c': 4.2,\n", + " 'dewpoint_f': 39.6,\n", + " 'will_it_rain': 1,\n", + " 'chance_of_rain': 85,\n", + " 'will_it_snow': 0,\n", + " 'chance_of_snow': 0,\n", + " 'vis_km': 9.0,\n", + " 'vis_miles': 5.0,\n", + " 'gust_mph': 2.5,\n", + " 'gust_kph': 4.0,\n", + " 'uv': 1.0},\n", + " {'time_epoch': 1649642400,\n", + " 'time': '2022-04-10 21:00',\n", + " 'temp_c': 20.1,\n", + " 'temp_f': 68.2,\n", + " 'is_day': 0,\n", + " 'condition': {},\n", + " 'wind_mph': 2.9,\n", + " 'wind_kph': 4.7,\n", + " 'wind_degree': 187,\n", + " 'wind_dir': 'S',\n", + " 'pressure_mb': 1013.0,\n", + " 'pressure_in': 29.9,\n", + " 'precip_mm': 0.2,\n", + " 'precip_in': 0.01,\n", + " 'humidity': 37,\n", + " 'cloud': 79,\n", + " 'feelslike_c': 20.1,\n", + " 'feelslike_f': 68.2,\n", + " 'windchill_c': 20.1,\n", + " 'windchill_f': 68.2,\n", + " 'heatindex_c': 20.1,\n", + " 'heatindex_f': 68.2,\n", + " 'dewpoint_c': 4.9,\n", + " 'dewpoint_f': 40.8,\n", + " 'will_it_rain': 1,\n", + " 'chance_of_rain': 79,\n", + " 'will_it_snow': 0,\n", + " 'chance_of_snow': 0,\n", + " 'vis_km': 9.0,\n", + " 'vis_miles': 5.0,\n", + " 'gust_mph': 3.4,\n", + " 'gust_kph': 5.4,\n", + " 'uv': 1.0},\n", + " {'time_epoch': 1649646000,\n", + " 'time': '2022-04-10 22:00',\n", + " 'temp_c': 19.8,\n", + " 'temp_f': 67.6,\n", + " 'is_day': 0,\n", + " 'condition': {},\n", + " 'wind_mph': 1.1,\n", + " 'wind_kph': 1.8,\n", + " 'wind_degree': 255,\n", + " 'wind_dir': 'WSW',\n", + " 'pressure_mb': 1014.0,\n", + " 'pressure_in': 29.93,\n", + " 'precip_mm': 0.4,\n", + " 'precip_in': 0.02,\n", + " 'humidity': 38,\n", + " 'cloud': 77,\n", + " 'feelslike_c': 19.8,\n", + " 'feelslike_f': 67.6,\n", + " 'windchill_c': 19.8,\n", + " 'windchill_f': 67.6,\n", + " 'heatindex_c': 19.8,\n", + " 'heatindex_f': 67.6,\n", + " 'dewpoint_c': 5.2,\n", + " 'dewpoint_f': 41.4,\n", + " 'will_it_rain': 0,\n", + " 'chance_of_rain': 67,\n", + " 'will_it_snow': 0,\n", + " 'chance_of_snow': 0,\n", + " 'vis_km': 9.0,\n", + " 'vis_miles': 5.0,\n", + " 'gust_mph': 1.3,\n", + " 'gust_kph': 2.2,\n", + " 'uv': 1.0},\n", + " {'time_epoch': 1649649600,\n", + " 'time': '2022-04-10 23:00',\n", + " 'temp_c': 18.8,\n", + " 'temp_f': 65.8,\n", + " 'is_day': 0,\n", + " 'condition': {},\n", + " 'wind_mph': 6.9,\n", + " 'wind_kph': 11.2,\n", + " 'wind_degree': 357,\n", + " 'wind_dir': 'N',\n", + " 'pressure_mb': 1016.0,\n", + " 'pressure_in': 29.99,\n", + " 'precip_mm': 0.1,\n", + " 'precip_in': 0.0,\n", + " 'humidity': 46,\n", + " 'cloud': 85,\n", + " 'feelslike_c': 18.8,\n", + " 'feelslike_f': 65.8,\n", + " 'windchill_c': 18.8,\n", + " 'windchill_f': 65.8,\n", + " 'heatindex_c': 18.8,\n", + " 'heatindex_f': 65.8,\n", + " 'dewpoint_c': 6.9,\n", + " 'dewpoint_f': 44.4,\n", + " 'will_it_rain': 0,\n", + " 'chance_of_rain': 62,\n", + " 'will_it_snow': 0,\n", + " 'chance_of_snow': 0,\n", + " 'vis_km': 10.0,\n", + " 'vis_miles': 6.0,\n", + " 'gust_mph': 8.3,\n", + " 'gust_kph': 13.3,\n", + " 'uv': 1.0}]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res_jasonmex['forecast']['forecastday'][0]['hour']" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "99147d11", + "metadata": {}, + "outputs": [], + "source": [ + "horasmex1=pd.DataFrame(res_jasonmex['forecast']['forecastday'][0]['hour'])" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "7dafdc77", + "metadata": {}, + "outputs": [], + "source": [ + "horasmex2=pd.DataFrame(res_jasonmex['forecast']['forecastday'][1]['hour'])" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "b38e01ff", + "metadata": {}, + "outputs": [], + "source": [ + "horasmex3=pd.DataFrame(res_jasonmex['forecast']['forecastday'][2]['hour'])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "8827755a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + 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time_epochtimetemp_ctemp_fis_dayconditionwind_mphwind_kphwind_degreewind_dir...dewpoint_fwill_it_rainchance_of_rainwill_it_snowchance_of_snowvis_kmvis_milesgust_mphgust_kphuv
016495668002022-04-10 00:0014.858.60{}5.18.3232SW...41.71890010.06.07.812.61.0
116495704002022-04-10 01:0014.558.10{}3.65.8213SSW...40.60630010.06.05.69.01.0
216495740002022-04-10 02:0014.357.70{}3.15.0211SSW...40.1000010.06.05.18.31.0
316495776002022-04-10 03:0014.257.60{}2.94.7198SSW...39.7000010.06.04.97.91.0
416495812002022-04-10 04:0014.057.20{}2.23.6181S...39.6000010.06.04.06.51.0
..................................................................
1916498080002022-04-12 19:0025.577.91{}8.914.4219SW...36.0000010.06.010.316.67.0
2016498116002022-04-12 20:0024.175.40{}9.415.1204SSW...37.0000010.06.010.717.31.0
2116498152002022-04-12 21:0023.173.60{}7.812.6203SSW...38.1000010.06.08.914.41.0
2216498188002022-04-12 22:0022.372.10{}5.89.4217SW...38.5000010.06.06.710.81.0
2316498224002022-04-12 23:0021.871.20{}4.97.9209SSW...38.7000010.06.05.69.01.0
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72 rows × 33 columns

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" + ], + "text/plain": [ + " time_epoch time temp_c temp_f is_day condition wind_mph \\\n", + "0 1649566800 2022-04-10 00:00 14.8 58.6 0 {} 5.1 \n", + "1 1649570400 2022-04-10 01:00 14.5 58.1 0 {} 3.6 \n", + "2 1649574000 2022-04-10 02:00 14.3 57.7 0 {} 3.1 \n", + "3 1649577600 2022-04-10 03:00 14.2 57.6 0 {} 2.9 \n", + "4 1649581200 2022-04-10 04:00 14.0 57.2 0 {} 2.2 \n", + ".. ... ... ... ... ... ... ... \n", + "19 1649808000 2022-04-12 19:00 25.5 77.9 1 {} 8.9 \n", + "20 1649811600 2022-04-12 20:00 24.1 75.4 0 {} 9.4 \n", + "21 1649815200 2022-04-12 21:00 23.1 73.6 0 {} 7.8 \n", + "22 1649818800 2022-04-12 22:00 22.3 72.1 0 {} 5.8 \n", + "23 1649822400 2022-04-12 23:00 21.8 71.2 0 {} 4.9 \n", + "\n", + " wind_kph wind_degree wind_dir ... dewpoint_f will_it_rain \\\n", + "0 8.3 232 SW ... 41.7 1 \n", + "1 5.8 213 SSW ... 40.6 0 \n", + "2 5.0 211 SSW ... 40.1 0 \n", + "3 4.7 198 SSW ... 39.7 0 \n", + "4 3.6 181 S ... 39.6 0 \n", + ".. ... ... ... ... ... ... \n", + "19 14.4 219 SW ... 36.0 0 \n", + "20 15.1 204 SSW ... 37.0 0 \n", + "21 12.6 203 SSW ... 38.1 0 \n", + "22 9.4 217 SW ... 38.5 0 \n", + "23 7.9 209 SSW ... 38.7 0 \n", + "\n", + " chance_of_rain will_it_snow chance_of_snow vis_km vis_miles gust_mph \\\n", + "0 89 0 0 10.0 6.0 7.8 \n", + "1 63 0 0 10.0 6.0 5.6 \n", + "2 0 0 0 10.0 6.0 5.1 \n", + "3 0 0 0 10.0 6.0 4.9 \n", + "4 0 0 0 10.0 6.0 4.0 \n", + ".. ... ... ... ... ... ... \n", + "19 0 0 0 10.0 6.0 10.3 \n", + "20 0 0 0 10.0 6.0 10.7 \n", + "21 0 0 0 10.0 6.0 8.9 \n", + "22 0 0 0 10.0 6.0 6.7 \n", + "23 0 0 0 10.0 6.0 5.6 \n", + "\n", + " gust_kph uv \n", + "0 12.6 1.0 \n", + "1 9.0 1.0 \n", + "2 8.3 1.0 \n", + "3 7.9 1.0 \n", + "4 6.5 1.0 \n", + ".. ... ... \n", + "19 16.6 7.0 \n", + "20 17.3 1.0 \n", + "21 14.4 1.0 \n", + "22 10.8 1.0 \n", + "23 9.0 1.0 \n", + "\n", + "[72 rows x 33 columns]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "horasmex= pd.concat([horasmex1,horasmex2,horasmex3])\n", + "horasmex" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "78a29d7f", + "metadata": {}, + "outputs": [], + "source": [ + "url_lista = [\"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=LA&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=NY&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=SF&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Dallas&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Seattle&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Chicago&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Denver&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Austin&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Phoenix&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Detroit&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Philadelphia&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Pittsburgh&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Baltimore&days=3\",\n", + " \"http://api.weatherapi.com/v1/forecast.json?key=44bbe91d452d419e9fa204215220804&q=Mexico&days=3\"]\n", + "\n", + "\n", + "\n", + "horas_url_list=[]\n", + "horas_concat=[]\n", + "for i in range(len(url_lista)):\n", + " res = requests.get(url_lista[i])\n", + " res_url = res.json()\n", + " for j in range(3):\n", + " horas_url_list.append(pd.DataFrame(res_url['forecast']['forecastday'][j]['hour']))\n", + " x = 3*i\n", + " y = x+1\n", + " z = x+2\n", + " horas_concat.append(pd.concat([horas_url_list[x],horas_url_list[y],horas_url_list[z]])) \n", + " time.sleep(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "07ec1d2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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time_epochtimetemp_ctemp_fis_dayconditionwind_mphwind_kphwind_degreewind_dir...dewpoint_fwill_it_rainchance_of_rainwill_it_snowchance_of_snowvis_kmvis_milesgust_mphgust_kphuv
016495668002022-04-10 00:0014.858.60{}5.18.3232SW...41.71890010.06.07.812.61.0
116495704002022-04-10 01:0014.558.10{}3.65.8213SSW...40.60630010.06.05.69.01.0
216495740002022-04-10 02:0014.357.70{}3.15.0211SSW...40.1000010.06.05.18.31.0
316495776002022-04-10 03:0014.257.60{}2.94.7198SSW...39.7000010.06.04.97.91.0
416495812002022-04-10 04:0014.057.20{}2.23.6181S...39.6000010.06.04.06.51.0
..................................................................
1916498080002022-04-12 19:0025.577.91{}8.914.4219SW...36.0000010.06.010.316.67.0
2016498116002022-04-12 20:0024.175.40{}9.415.1204SSW...37.0000010.06.010.717.31.0
2116498152002022-04-12 21:0023.173.60{}7.812.6203SSW...38.1000010.06.08.914.41.0
2216498188002022-04-12 22:0022.372.10{}5.89.4217SW...38.5000010.06.06.710.81.0
2316498224002022-04-12 23:0021.871.20{}4.97.9209SSW...38.7000010.06.05.69.01.0
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72 rows × 33 columns

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" + ], + "text/plain": [ + " time_epoch time temp_c temp_f is_day condition wind_mph \\\n", + "0 1649566800 2022-04-10 00:00 14.8 58.6 0 {} 5.1 \n", + "1 1649570400 2022-04-10 01:00 14.5 58.1 0 {} 3.6 \n", + "2 1649574000 2022-04-10 02:00 14.3 57.7 0 {} 3.1 \n", + "3 1649577600 2022-04-10 03:00 14.2 57.6 0 {} 2.9 \n", + "4 1649581200 2022-04-10 04:00 14.0 57.2 0 {} 2.2 \n", + ".. ... ... ... ... ... ... ... \n", + "19 1649808000 2022-04-12 19:00 25.5 77.9 1 {} 8.9 \n", + "20 1649811600 2022-04-12 20:00 24.1 75.4 0 {} 9.4 \n", + "21 1649815200 2022-04-12 21:00 23.1 73.6 0 {} 7.8 \n", + "22 1649818800 2022-04-12 22:00 22.3 72.1 0 {} 5.8 \n", + "23 1649822400 2022-04-12 23:00 21.8 71.2 0 {} 4.9 \n", + "\n", + " wind_kph wind_degree wind_dir ... dewpoint_f will_it_rain \\\n", + "0 8.3 232 SW ... 41.7 1 \n", + "1 5.8 213 SSW ... 40.6 0 \n", + "2 5.0 211 SSW ... 40.1 0 \n", + "3 4.7 198 SSW ... 39.7 0 \n", + "4 3.6 181 S ... 39.6 0 \n", + ".. ... ... ... ... ... ... \n", + "19 14.4 219 SW ... 36.0 0 \n", + "20 15.1 204 SSW ... 37.0 0 \n", + "21 12.6 203 SSW ... 38.1 0 \n", + "22 9.4 217 SW ... 38.5 0 \n", + "23 7.9 209 SSW ... 38.7 0 \n", + "\n", + " chance_of_rain will_it_snow chance_of_snow vis_km vis_miles gust_mph \\\n", + "0 89 0 0 10.0 6.0 7.8 \n", + "1 63 0 0 10.0 6.0 5.6 \n", + "2 0 0 0 10.0 6.0 5.1 \n", + "3 0 0 0 10.0 6.0 4.9 \n", + "4 0 0 0 10.0 6.0 4.0 \n", + ".. ... ... ... ... ... ... \n", + "19 0 0 0 10.0 6.0 10.3 \n", + "20 0 0 0 10.0 6.0 10.7 \n", + "21 0 0 0 10.0 6.0 8.9 \n", + "22 0 0 0 10.0 6.0 6.7 \n", + "23 0 0 0 10.0 6.0 5.6 \n", + "\n", + " gust_kph uv \n", + "0 12.6 1.0 \n", + "1 9.0 1.0 \n", + "2 8.3 1.0 \n", + "3 7.9 1.0 \n", + "4 6.5 1.0 \n", + ".. ... ... \n", + "19 16.6 7.0 \n", + "20 17.3 1.0 \n", + "21 14.4 1.0 \n", + "22 10.8 1.0 \n", + "23 9.0 1.0 \n", + "\n", + "[72 rows x 33 columns]" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "horas_concat[13]" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "487e384d", + "metadata": {}, + "outputs": [], + "source": [ + "horas_concat[0].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\web-project\\Climas_Ciudades_API\\LA_Clima.csv')\n", + "horas_concat[1].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\web-project\\Climas_Ciudades_API\\NY_Clima.csv')\n", + "horas_concat[2].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\web-project\\Climas_Ciudades_API\\SF_Clima.csv')\n", + "horas_concat[3].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\web-project\\Climas_Ciudades_API\\Dallas_Clima.csv')\n", + "horas_concat[4].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\web-project\\Climas_Ciudades_API\\Seattle_Clima.csv')\n", + "horas_concat[5].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\web-project\\Climas_Ciudades_API\\Chicago_Clima.csv')\n", + "horas_concat[6].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\web-project\\Climas_Ciudades_API\\Denver_Clima.csv')\n", + "horas_concat[7].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\web-project\\Climas_Ciudades_API\\Austin_Clima.csv')\n", + "horas_concat[8].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\\\Climas_Ciudades_API\\Phoenix_Clima.csv')\n", + "horas_concat[9].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\Detroit_Clima.csv')\n", + "horas_concat[10].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\Philadelphia_Clima.csv')\n", + "horas_concat[11].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\Pittsburgh_Clima.csv')\n", + "horas_concat[12].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\Baltimore_Clima.csv')\n", + "horas_concat[13].to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\Proyecto2\\Climas_Ciudades_API\\Mexico_Clima.csv')\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "771aa7ea", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Climas_Ciudades_API/Austin_Clima.csv b/Climas_Ciudades_API/Austin_Clima.csv new file mode 100644 index 0000000..6983a4c --- /dev/null +++ b/Climas_Ciudades_API/Austin_Clima.csv @@ -0,0 +1,73 @@ +,time_epoch,time,temp_c,temp_f,is_day,condition,wind_mph,wind_kph,wind_degree,wind_dir,pressure_mb,pressure_in,precip_mm,precip_in,humidity,cloud,feelslike_c,feelslike_f,windchill_c,windchill_f,heatindex_c,heatindex_f,dewpoint_c,dewpoint_f,will_it_rain,chance_of_rain,will_it_snow,chance_of_snow,vis_km,vis_miles,gust_mph,gust_kph,uv +0,1649566800,2022-04-10 00:00,18.8,65.8,0,{},15.4,24.8,182,S,1013.0,29.91,0.0,0.0,48,5,18.8,65.8,18.8,65.8,18.8,65.8,7.5,45.5,0,0,0,0,10.0,6.0,22.6,36.4,1.0 +1,1649570400,2022-04-10 01:00,18.5,65.3,0,{},15.4,24.8,184,S,1013.0,29.9,0.0,0.0,53,33,18.5,65.3,18.5,65.3,18.5,65.3,8.7,47.7,0,0,0,0,10.0,6.0,23.0,37.1,1.0 +2,1649574000,2022-04-10 02:00,18.6,65.5,0,{},16.6,26.6,189,S,1012.0,29.89,0.0,0.0,52,20,18.6,65.5,18.6,65.5,18.6,65.5,8.6,47.5,0,0,0,0,10.0,6.0,23.9,38.5,1.0 +3,1649577600,2022-04-10 03:00,17.8,64.0,0,{},15.2,24.5,186,S,1012.0,29.87,0.0,0.0,61,2,17.8,64.0,17.8,64.0,17.8,64.0,10.3,50.5,0,0,0,0,10.0,6.0,22.4,36.0,1.0 +4,1649581200,2022-04-10 04:00,17.3,63.1,0,{},13.9,22.3,182,S,1011.0,29.84,0.0,0.0,67,55,17.3,63.1,17.3,63.1,17.3,63.1,11.2,52.2,0,0,0,0,10.0,6.0,20.6,33.1,1.0 +5,1649584800,2022-04-10 05:00,17.1,62.8,0,{},14.3,23.0,180,S,1010.0,29.83,0.0,0.0,69,18,17.1,62.8,17.1,62.8,17.1,62.8,11.4,52.5,0,0,0,0,10.0,6.0,21.3,34.2,1.0 +6,1649588400,2022-04-10 06:00,17.0,62.6,0,{},14.3,23.0,180,S,1010.0,29.81,0.0,0.0,70,12,17.0,62.6,17.0,62.6,17.0,62.6,11.5,52.7,0,0,0,0,10.0,6.0,21.7,34.9,1.0 +7,1649592000,2022-04-10 07:00,16.7,62.1,0,{},14.3,23.0,181,S,1010.0,29.82,0.0,0.0,73,5,16.7,62.1,16.7,62.1,16.7,62.1,11.8,53.2,0,0,0,0,10.0,6.0,21.5,34.6,1.0 +8,1649595600,2022-04-10 08:00,17.4,63.3,1,{},14.1,22.7,179,S,1010.0,29.83,0.0,0.0,73,0,17.4,63.3,17.4,63.3,17.4,63.3,12.4,54.3,0,0,0,0,10.0,6.0,18.8,30.2,5.0 +9,1649599200,2022-04-10 09:00,19.8,67.6,1,{},17.2,27.7,179,S,1010.0,29.83,0.0,0.0,66,9,19.8,67.6,19.8,67.6,19.8,67.6,13.3,55.9,0,0,0,0,10.0,6.0,19.9,32.0,5.0 +10,1649602800,2022-04-10 10:00,22.5,72.5,1,{},20.1,32.4,184,S,1010.0,29.83,0.0,0.0,55,4,24.7,76.5,22.5,72.5,24.7,76.5,13.1,55.6,0,0,0,0,10.0,6.0,23.0,37.1,6.0 +11,1649606400,2022-04-10 11:00,25.8,78.4,1,{},20.4,32.8,185,S,1010.0,29.81,0.0,0.0,48,5,26.4,79.5,25.8,78.4,26.4,79.5,14.0,57.2,0,0,0,0,10.0,6.0,23.5,37.8,7.0 +12,1649610000,2022-04-10 12:00,30.1,86.2,1,{},18.8,30.2,191,SSW,1009.0,29.8,0.0,0.0,41,7,30.4,86.7,30.1,86.2,30.4,86.7,15.5,59.9,0,0,0,0,10.0,6.0,21.7,34.9,8.0 +13,1649613600,2022-04-10 13:00,32.1,89.8,1,{},18.1,29.2,192,SSW,1009.0,29.78,0.0,0.0,37,7,32.5,90.5,32.1,89.8,32.5,90.5,15.5,59.9,0,0,0,0,10.0,6.0,20.8,33.5,8.0 +14,1649617200,2022-04-10 14:00,31.4,88.5,1,{},17.9,28.8,190,S,1007.0,29.75,0.0,0.0,34,19,31.1,88.0,31.4,88.5,31.1,88.0,13.8,56.8,0,0,0,0,10.0,6.0,20.6,33.1,8.0 +15,1649620800,2022-04-10 15:00,32.5,90.5,1,{},17.4,28.1,187,S,1006.0,29.71,0.0,0.0,32,18,32.2,90.0,32.5,90.5,32.2,90.0,13.8,56.8,0,0,0,0,10.0,6.0,20.1,32.4,8.0 +16,1649624400,2022-04-10 16:00,33.0,91.4,1,{},17.4,28.1,185,S,1005.0,29.68,0.0,0.0,31,18,32.7,90.9,33.0,91.4,32.7,90.9,13.8,56.8,0,0,0,0,10.0,6.0,20.1,32.4,8.0 +17,1649628000,2022-04-10 17:00,32.7,90.9,1,{},17.9,28.8,180,S,1005.0,29.66,0.0,0.0,32,16,32.5,90.5,32.7,90.9,32.5,90.5,13.9,57.0,0,0,0,0,10.0,6.0,20.6,33.1,8.0 +18,1649631600,2022-04-10 18:00,29.3,84.7,1,{},22.4,36.0,154,SSE,1005.0,29.68,0.0,0.0,50,14,30.4,86.7,29.3,84.7,30.4,86.7,17.7,63.9,0,0,0,0,10.0,6.0,25.7,41.4,7.0 +19,1649635200,2022-04-10 19:00,25.7,78.3,1,{},21.3,34.2,155,SSE,1006.0,29.69,0.0,0.0,60,9,26.9,80.4,25.7,78.3,26.9,80.4,17.4,63.3,0,0,0,0,10.0,6.0,24.4,39.2,7.0 +20,1649638800,2022-04-10 20:00,23.0,73.4,0,{},16.6,26.6,137,SE,1005.0,29.67,0.0,0.0,68,14,25.0,77.0,23.0,73.4,25.0,77.0,16.8,62.2,0,0,0,0,10.0,6.0,19.7,31.7,1.0 +21,1649642400,2022-04-10 21:00,20.1,68.2,0,{},23.3,37.4,178,S,1009.0,29.78,1.6,0.06,90,56,20.1,68.2,20.1,68.2,20.1,68.2,18.4,65.1,0,64,0,0,10.0,6.0,33.8,54.4,1.0 +22,1649646000,2022-04-10 22:00,20.1,68.2,0,{},19.9,32.0,160,SSE,1007.0,29.73,3.9,0.15,89,88,20.1,68.2,20.1,68.2,20.1,68.2,18.3,64.9,1,83,0,0,9.0,5.0,28.9,46.4,1.0 +23,1649649600,2022-04-10 23:00,19.7,67.5,0,{},23.3,37.4,175,S,1009.0,29.79,1.0,0.04,90,50,19.7,67.5,19.7,67.5,19.7,67.5,17.9,64.2,1,86,0,0,10.0,6.0,33.8,54.4,1.0 +0,1649653200,2022-04-11 00:00,19.2,66.6,0,{},18.3,29.5,168,SSE,1008.0,29.76,0.8,0.03,92,98,19.2,66.6,19.2,66.6,19.2,66.6,17.9,64.2,0,69,0,0,10.0,6.0,26.6,42.8,1.0 +1,1649656800,2022-04-11 01:00,19.3,66.7,0,{},19.7,31.7,171,S,1008.0,29.77,3.7,0.15,92,98,19.3,66.7,19.3,66.7,19.3,66.7,18.0,64.4,1,72,0,0,7.0,4.0,28.0,45.0,1.0 +2,1649660400,2022-04-11 02:00,19.9,67.8,0,{},20.4,32.8,176,S,1008.0,29.77,0.0,0.0,88,99,19.9,67.8,19.9,67.8,19.9,67.8,17.9,64.2,0,0,0,0,10.0,6.0,26.2,42.1,1.0 +3,1649664000,2022-04-11 03:00,20.2,68.4,0,{},19.0,30.6,181,S,1008.0,29.77,0.0,0.0,84,98,20.2,68.4,20.2,68.4,20.2,68.4,17.4,63.3,0,0,0,0,10.0,6.0,24.4,39.2,1.0 +4,1649667600,2022-04-11 04:00,20.2,68.4,0,{},14.8,23.8,182,S,1008.0,29.77,0.1,0.0,85,99,20.2,68.4,20.2,68.4,20.2,68.4,17.6,63.7,1,85,0,0,9.0,5.0,19.5,31.3,1.0 +5,1649671200,2022-04-11 05:00,20.0,68.0,0,{},12.8,20.5,184,S,1008.0,29.77,0.0,0.0,87,97,20.0,68.0,20.0,68.0,20.0,68.0,17.8,64.0,0,0,0,0,9.0,5.0,17.2,27.7,1.0 +6,1649674800,2022-04-11 06:00,20.1,68.2,0,{},13.0,20.9,181,S,1008.0,29.77,0.0,0.0,89,96,20.1,68.2,20.1,68.2,20.1,68.2,18.2,64.8,0,0,0,0,9.0,5.0,17.2,27.7,1.0 +7,1649678400,2022-04-11 07:00,20.2,68.4,0,{},11.0,17.6,186,S,1009.0,29.79,0.0,0.0,90,100,20.2,68.4,20.2,68.4,20.2,68.4,18.4,65.1,0,0,0,0,9.0,5.0,14.5,23.4,1.0 +8,1649682000,2022-04-11 08:00,20.5,68.9,1,{},8.9,14.4,182,S,1009.0,29.8,0.0,0.0,88,95,20.5,68.9,20.5,68.9,20.5,68.9,18.5,65.3,0,0,0,0,9.0,5.0,11.6,18.7,5.0 +9,1649685600,2022-04-11 09:00,21.2,70.2,1,{},10.3,16.6,182,S,1009.0,29.81,0.0,0.0,85,89,21.2,70.2,21.2,70.2,24.2,75.6,18.6,65.5,0,0,0,0,9.0,5.0,12.8,20.5,5.0 +10,1649689200,2022-04-11 10:00,22.0,71.6,1,{},11.0,17.6,186,S,1010.0,29.82,0.0,0.0,82,100,24.5,76.1,22.0,71.6,24.5,76.1,18.8,65.8,0,0,0,0,9.0,5.0,13.0,20.9,5.0 +11,1649692800,2022-04-11 11:00,23.0,73.4,1,{},11.4,18.4,192,SSW,1010.0,29.83,0.0,0.0,79,97,25.1,77.2,23.0,73.4,25.1,77.2,19.1,66.4,0,0,0,0,9.0,5.0,13.2,21.2,5.0 +12,1649696400,2022-04-11 12:00,23.7,74.7,1,{},10.5,16.9,201,SSW,1010.0,29.83,0.0,0.0,75,98,25.5,77.9,23.7,74.7,25.5,77.9,19.0,66.2,0,0,0,0,9.0,5.0,12.1,19.4,5.0 +13,1649700000,2022-04-11 13:00,24.3,75.7,1,{},9.4,15.1,204,SSW,1010.0,29.83,0.1,0.0,72,99,26.0,78.8,24.3,75.7,26.0,78.8,18.8,65.8,0,63,0,0,9.0,5.0,10.7,17.3,5.0 +14,1649703600,2022-04-11 14:00,25.0,77.0,1,{},9.6,15.5,201,SSW,1010.0,29.81,0.0,0.0,69,91,26.6,79.9,25.0,77.0,26.6,79.9,19.0,66.2,0,0,0,0,9.0,5.0,11.2,18.0,6.0 +15,1649707200,2022-04-11 15:00,26.0,78.8,1,{},10.1,16.2,193,SSW,1009.0,29.79,0.0,0.0,65,65,27.5,81.5,26.0,78.8,27.5,81.5,19.0,66.2,0,0,0,0,9.0,5.0,11.6,18.7,6.0 +16,1649710800,2022-04-11 16:00,27.7,81.9,1,{},9.2,14.8,189,S,1008.0,29.78,0.0,0.0,58,95,29.1,84.4,27.7,81.9,29.1,84.4,18.7,65.7,0,0,0,0,9.0,5.0,10.5,16.9,6.0 +17,1649714400,2022-04-11 17:00,26.9,80.4,1,{},9.4,15.1,179,S,1008.0,29.77,0.0,0.0,60,86,28.2,82.8,26.9,80.4,28.2,82.8,18.4,65.1,0,0,0,0,9.0,5.0,10.7,17.3,6.0 +18,1649718000,2022-04-11 18:00,26.2,79.2,1,{},10.1,16.2,165,SSE,1008.0,29.76,0.0,0.0,62,28,27.5,81.5,26.2,79.2,27.5,81.5,18.4,65.1,0,0,0,0,9.0,5.0,11.6,18.7,6.0 +19,1649721600,2022-04-11 19:00,25.6,78.1,1,{},11.4,18.4,152,SSE,1008.0,29.76,0.1,0.0,65,71,27.0,80.6,25.6,78.1,27.0,80.6,18.6,65.5,1,79,0,0,10.0,6.0,13.6,22.0,6.0 +20,1649725200,2022-04-11 20:00,23.7,74.7,0,{},12.5,20.2,149,SSE,1008.0,29.77,0.0,0.0,74,21,25.5,77.9,23.7,74.7,25.5,77.9,18.8,65.8,0,0,0,0,10.0,6.0,17.4,28.1,1.0 +21,1649728800,2022-04-11 21:00,22.5,72.5,0,{},11.9,19.1,151,SSE,1009.0,29.78,0.0,0.0,84,29,24.8,76.6,22.5,72.5,24.8,76.6,19.6,67.3,0,0,0,0,10.0,6.0,15.9,25.6,1.0 +22,1649732400,2022-04-11 22:00,21.6,70.9,0,{},11.6,18.7,158,SSE,1009.0,29.8,0.0,0.0,91,50,21.6,70.9,21.6,70.9,24.3,75.7,20.1,68.2,0,0,0,0,10.0,6.0,15.7,25.2,1.0 +23,1649736000,2022-04-11 23:00,21.3,70.3,0,{},11.2,18.0,157,SSE,1009.0,29.8,0.0,0.0,94,100,21.3,70.3,21.3,70.3,24.2,75.6,20.3,68.5,0,0,0,0,10.0,6.0,15.0,24.1,1.0 +0,1649739600,2022-04-12 00:00,21.1,70.0,0,{},12.1,19.4,163,SSE,1009.0,29.8,0.0,0.0,95,100,21.1,70.0,21.1,70.0,24.1,75.4,20.2,68.4,0,0,0,0,10.0,6.0,16.3,26.3,1.0 +1,1649743200,2022-04-12 01:00,21.3,70.3,0,{},13.9,22.3,169,S,1009.0,29.8,0.0,0.0,90,100,21.3,70.3,21.3,70.3,24.2,75.6,19.6,67.3,0,0,0,0,10.0,6.0,17.9,28.8,1.0 +2,1649746800,2022-04-12 02:00,21.4,70.5,0,{},11.4,18.4,169,S,1009.0,29.79,0.2,0.01,92,100,21.4,70.5,21.4,70.5,24.2,75.6,20.0,68.0,1,75,0,0,2.0,1.0,14.8,23.8,1.0 +3,1649750400,2022-04-12 03:00,21.4,70.5,0,{},12.3,19.8,174,S,1009.0,29.79,0.1,0.0,92,100,21.4,70.5,21.4,70.5,24.2,75.6,20.1,68.2,0,56,0,0,9.0,5.0,16.6,26.6,1.0 +4,1649754000,2022-04-12 04:00,21.7,71.1,0,{},12.8,20.5,179,S,1009.0,29.78,0.3,0.01,90,100,21.7,71.1,21.7,71.1,24.4,75.9,20.1,68.2,1,88,0,0,2.0,1.0,17.2,27.7,1.0 +5,1649757600,2022-04-12 05:00,21.3,70.3,0,{},11.6,18.7,172,S,1008.0,29.78,0.3,0.01,94,100,21.3,70.3,21.3,70.3,24.2,75.6,20.3,68.5,0,62,0,0,10.0,6.0,16.1,25.9,1.0 +6,1649761200,2022-04-12 06:00,21.3,70.3,0,{},11.4,18.4,162,SSE,1008.0,29.77,0.2,0.01,94,100,21.3,70.3,21.3,70.3,24.2,75.6,20.4,68.7,0,64,0,0,10.0,6.0,15.4,24.8,1.0 +7,1649764800,2022-04-12 07:00,21.2,70.2,0,{},10.1,16.2,159,SSE,1008.0,29.77,1.2,0.05,94,100,21.2,70.2,21.2,70.2,24.2,75.6,20.2,68.4,1,85,0,0,10.0,6.0,13.9,22.3,1.0 +8,1649768400,2022-04-12 08:00,21.5,70.7,1,{},11.6,18.7,159,SSE,1009.0,29.79,0.0,0.0,93,100,21.5,70.7,21.5,70.7,24.3,75.7,20.4,68.7,0,0,0,0,10.0,6.0,15.2,24.5,5.0 +9,1649772000,2022-04-12 09:00,21.6,70.9,1,{},8.9,14.4,153,SSE,1009.0,29.78,0.0,0.0,91,47,21.6,70.9,21.6,70.9,24.3,75.7,20.1,68.2,0,0,0,0,10.0,6.0,12.1,19.4,6.0 +10,1649775600,2022-04-12 10:00,24.2,75.6,1,{},15.2,24.5,166,SSE,1009.0,29.8,0.1,0.0,76,77,26.0,78.8,24.2,75.6,26.0,78.8,19.7,67.5,0,66,0,0,10.0,6.0,17.4,28.1,5.0 +11,1649779200,2022-04-12 11:00,27.6,81.7,1,{},15.0,24.1,166,SSE,1009.0,29.78,0.0,0.0,62,34,29.3,84.7,27.6,81.7,29.3,84.7,19.6,67.3,0,0,0,0,9.0,5.0,17.2,27.7,6.0 +12,1649782800,2022-04-12 12:00,29.9,85.8,1,{},16.3,26.3,171,S,1008.0,29.77,0.0,0.0,50,22,31.3,88.3,29.9,85.8,31.3,88.3,18.3,64.9,0,0,0,0,10.0,6.0,18.8,30.2,7.0 +13,1649786400,2022-04-12 13:00,33.2,91.8,1,{},14.1,22.7,178,S,1007.0,29.72,0.0,0.0,43,4,35.4,95.7,33.2,91.8,35.4,95.7,18.8,65.8,0,0,0,0,10.0,6.0,16.1,25.9,8.0 +14,1649790000,2022-04-12 14:00,35.2,95.4,1,{},15.2,24.5,187,S,1005.0,29.69,0.0,0.0,34,4,36.5,97.7,35.2,95.4,36.5,97.7,16.8,62.2,0,0,0,0,10.0,6.0,17.4,28.1,9.0 +15,1649793600,2022-04-12 15:00,36.6,97.9,1,{},16.3,26.3,200,SSW,1005.0,29.67,0.0,0.0,28,8,37.3,99.1,36.6,97.9,37.3,99.1,15.3,59.5,0,0,0,0,10.0,6.0,18.8,30.2,9.0 +16,1649797200,2022-04-12 16:00,34.0,93.2,1,{},18.6,29.9,185,S,1004.0,29.65,0.0,0.0,32,54,34.2,93.6,34.0,93.2,34.2,93.6,14.7,58.5,0,0,0,0,9.0,5.0,21.5,34.6,7.0 +17,1649800800,2022-04-12 17:00,32.0,89.6,1,{},19.2,31.0,178,S,1003.0,29.62,0.0,0.0,40,21,32.9,91.2,32.0,89.6,32.9,91.2,16.7,62.1,0,0,0,0,10.0,6.0,22.1,35.6,8.0 +18,1649804400,2022-04-12 18:00,33.1,91.6,1,{},14.5,23.4,174,S,1003.0,29.6,0.0,0.0,39,11,34.5,94.1,33.1,91.6,34.5,94.1,17.4,63.3,0,0,0,0,10.0,6.0,16.8,27.0,8.0 +19,1649808000,2022-04-12 19:00,25.2,77.4,1,{},8.7,14.0,82,E,1004.0,29.65,0.0,0.0,66,14,26.6,79.9,25.2,77.4,26.6,79.9,18.4,65.1,0,0,0,0,10.0,6.0,10.5,16.9,7.0 +20,1649811600,2022-04-12 20:00,20.2,68.4,0,{},14.5,23.4,134,SE,1006.0,29.7,3.4,0.13,85,80,20.2,68.4,20.2,68.4,20.2,68.4,17.6,63.7,0,65,0,0,9.0,5.0,17.7,28.4,1.0 +21,1649815200,2022-04-12 21:00,20.1,68.2,0,{},11.4,18.4,124,SE,1005.0,29.67,1.7,0.07,73,88,20.1,68.2,20.1,68.2,20.1,68.2,15.1,59.2,1,73,0,0,9.0,5.0,16.1,25.9,1.0 +22,1649818800,2022-04-12 22:00,19.6,67.3,0,{},11.2,18.0,186,S,1005.0,29.68,3.5,0.14,74,81,19.6,67.3,19.6,67.3,19.6,67.3,14.8,58.6,1,88,0,0,9.0,5.0,19.0,30.6,1.0 +23,1649822400,2022-04-12 23:00,20.3,68.5,0,{},15.7,25.2,175,S,1006.0,29.7,0.8,0.03,72,72,20.3,68.5,20.3,68.5,20.3,68.5,15.1,59.2,0,68,0,0,10.0,6.0,25.5,41.0,1.0 diff --git a/Climas_Ciudades_API/Baltimore_Clima.csv b/Climas_Ciudades_API/Baltimore_Clima.csv new file mode 100644 index 0000000..1b0b7a3 --- /dev/null +++ b/Climas_Ciudades_API/Baltimore_Clima.csv @@ -0,0 +1,73 @@ +,time_epoch,time,temp_c,temp_f,is_day,condition,wind_mph,wind_kph,wind_degree,wind_dir,pressure_mb,pressure_in,precip_mm,precip_in,humidity,cloud,feelslike_c,feelslike_f,windchill_c,windchill_f,heatindex_c,heatindex_f,dewpoint_c,dewpoint_f,will_it_rain,chance_of_rain,will_it_snow,chance_of_snow,vis_km,vis_miles,gust_mph,gust_kph,uv +0,1649563200,2022-04-10 00:00,7.5,45.5,0,{},12.5,20.2,301,WNW,1009.0,29.78,0.0,0.0,66,27,4.2,39.6,4.2,39.6,7.5,45.5,1.6,34.9,0,0,0,0,10.0,6.0,16.3,26.3,1.0 +1,1649566800,2022-04-10 01:00,6.7,44.1,0,{},12.8,20.5,301,WNW,1009.0,29.79,0.0,0.0,70,31,3.1,37.6,3.1,37.6,6.7,44.1,1.6,34.9,0,0,0,0,10.0,6.0,16.6,26.6,1.0 +2,1649570400,2022-04-10 02:00,5.9,42.6,0,{},13.4,21.6,308,NW,1009.0,29.8,0.0,0.0,75,25,2.0,35.6,2.0,35.6,5.9,42.6,1.8,35.2,0,0,0,0,10.0,6.0,17.4,28.1,1.0 +3,1649574000,2022-04-10 03:00,5.4,41.7,0,{},12.5,20.2,316,NW,1010.0,29.81,0.0,0.0,73,29,1.6,34.9,1.6,34.9,5.4,41.7,1.0,33.8,0,0,0,0,10.0,6.0,16.6,26.6,1.0 +4,1649577600,2022-04-10 04:00,4.9,40.8,0,{},13.0,20.9,315,NW,1010.0,29.83,0.0,0.0,68,46,0.8,33.4,0.8,33.4,4.9,40.8,-0.6,30.9,0,0,0,0,10.0,6.0,17.2,27.7,1.0 +5,1649581200,2022-04-10 05:00,4.3,39.7,0,{},11.9,19.1,309,NW,1011.0,29.85,0.0,0.0,67,24,0.3,32.5,0.3,32.5,4.3,39.7,-1.2,29.8,0,0,0,0,10.0,6.0,15.9,25.6,1.0 +6,1649584800,2022-04-10 06:00,3.9,39.0,0,{},11.6,18.7,304,NW,1011.0,29.86,0.0,0.0,67,10,-0.2,31.6,-0.2,31.6,3.9,39.0,-1.7,28.9,0,0,0,0,10.0,6.0,15.9,25.6,1.0 +7,1649588400,2022-04-10 07:00,3.7,38.7,1,{},11.6,18.7,301,WNW,1012.0,29.88,0.0,0.0,67,7,-0.4,31.3,-0.4,31.3,3.7,38.7,-1.9,28.6,0,0,0,0,10.0,6.0,15.7,25.2,2.0 +8,1649592000,2022-04-10 08:00,4.4,39.9,1,{},12.5,20.2,298,WNW,1013.0,29.9,0.0,0.0,65,10,0.3,32.5,0.3,32.5,4.4,39.9,-1.6,29.1,0,0,0,0,10.0,6.0,15.4,24.8,2.0 +9,1649595600,2022-04-10 09:00,5.7,42.3,1,{},14.3,23.0,295,WNW,1013.0,29.91,0.0,0.0,61,44,1.6,34.9,1.6,34.9,5.7,42.3,-1.2,29.8,0,0,0,0,10.0,6.0,16.6,26.6,3.0 +10,1649599200,2022-04-10 10:00,7.0,44.6,1,{},15.0,24.1,296,WNW,1013.0,29.92,0.0,0.0,52,96,3.2,37.8,3.2,37.8,7.0,44.6,-2.1,28.2,0,0,0,0,10.0,6.0,17.2,27.7,2.0 +11,1649602800,2022-04-10 11:00,8.1,46.6,1,{},15.9,25.6,295,WNW,1014.0,29.93,0.0,0.0,49,100,4.5,40.1,4.5,40.1,8.1,46.6,-1.9,28.6,0,0,0,0,10.0,6.0,18.3,29.5,2.0 +12,1649606400,2022-04-10 12:00,8.3,46.9,1,{},14.5,23.4,296,WNW,1014.0,29.93,0.0,0.0,48,99,4.9,40.8,4.9,40.8,8.3,46.9,-2.0,28.4,0,0,0,0,10.0,6.0,16.8,27.0,2.0 +13,1649610000,2022-04-10 13:00,8.7,47.7,1,{},14.5,23.4,295,WNW,1013.0,29.92,0.0,0.0,48,77,5.4,41.7,5.4,41.7,8.7,47.7,-1.8,28.8,0,0,0,0,10.0,6.0,16.8,27.0,2.0 +14,1649613600,2022-04-10 14:00,9.6,49.3,1,{},14.8,23.8,296,WNW,1013.0,29.92,0.0,0.0,45,100,6.5,43.7,6.5,43.7,9.6,49.3,-1.6,29.1,0,0,0,0,10.0,6.0,17.0,27.4,2.0 +15,1649617200,2022-04-10 15:00,10.0,50.0,1,{},15.4,24.8,302,WNW,1013.0,29.92,0.0,0.0,45,100,7.0,44.6,7.0,44.6,10.0,50.0,-1.3,29.7,0,0,0,0,10.0,6.0,17.7,28.4,3.0 +16,1649620800,2022-04-10 16:00,10.5,50.9,1,{},16.3,26.3,300,WNW,1014.0,29.93,0.0,0.0,44,100,7.5,45.5,7.5,45.5,10.5,50.9,-1.2,29.8,0,0,0,0,10.0,6.0,18.8,30.2,3.0 +17,1649624400,2022-04-10 17:00,10.5,50.9,1,{},14.3,23.0,301,WNW,1014.0,29.93,0.0,0.0,46,70,7.7,45.9,7.7,45.9,10.5,50.9,-0.6,30.9,0,0,0,0,10.0,6.0,16.6,26.6,3.0 +18,1649628000,2022-04-10 18:00,11.3,52.3,1,{},14.1,22.7,299,WNW,1014.0,29.95,0.0,0.0,47,41,8.8,47.8,8.8,47.8,11.3,52.3,0.3,32.5,0,0,0,0,10.0,6.0,16.1,25.9,4.0 +19,1649631600,2022-04-10 19:00,11.8,53.2,1,{},13.2,21.2,296,WNW,1015.0,29.96,0.0,0.0,50,8,9.5,49.1,9.5,49.1,11.8,53.2,1.8,35.2,0,0,0,0,10.0,6.0,15.2,24.5,4.0 +20,1649635200,2022-04-10 20:00,8.6,47.5,0,{},12.8,20.5,296,WNW,1016.0,29.99,0.0,0.0,54,13,5.6,42.1,5.6,42.1,8.6,47.5,-0.2,31.6,0,0,0,0,10.0,6.0,18.1,29.2,1.0 +21,1649638800,2022-04-10 21:00,8.2,46.8,0,{},10.7,17.3,308,NW,1017.0,30.02,0.0,0.0,55,5,5.4,41.7,5.4,41.7,8.2,46.8,-0.2,31.6,0,0,0,0,10.0,6.0,15.2,24.5,1.0 +22,1649642400,2022-04-10 22:00,7.6,45.7,0,{},8.9,14.4,315,NW,1017.0,30.03,0.0,0.0,56,0,5.0,41.0,5.0,41.0,7.6,45.7,-0.6,30.9,0,0,0,0,10.0,6.0,13.9,22.3,1.0 +23,1649646000,2022-04-10 23:00,7.0,44.6,0,{},7.8,12.6,319,NW,1017.0,30.04,0.0,0.0,60,0,4.6,40.3,4.6,40.3,7.0,44.6,-0.3,31.5,0,0,0,0,10.0,6.0,12.3,19.8,1.0 +0,1649649600,2022-04-11 00:00,6.3,43.3,0,{},6.5,10.4,322,NW,1018.0,30.06,0.0,0.0,63,0,4.1,39.4,4.1,39.4,6.3,43.3,-0.2,31.6,0,0,0,0,10.0,6.0,10.3,16.6,1.0 +1,1649653200,2022-04-11 01:00,5.8,42.4,0,{},4.9,7.9,309,NW,1019.0,30.09,0.0,0.0,65,0,4.1,39.4,4.1,39.4,5.8,42.4,-0.2,31.6,0,0,0,0,10.0,6.0,8.1,13.0,1.0 +2,1649656800,2022-04-11 02:00,5.5,41.9,0,{},5.1,8.3,299,WNW,1019.0,30.1,0.0,0.0,66,0,3.6,38.5,3.6,38.5,5.5,41.9,-0.4,31.3,0,0,0,0,10.0,6.0,8.5,13.7,1.0 +3,1649660400,2022-04-11 03:00,5.1,41.2,0,{},5.1,8.3,307,NW,1020.0,30.11,0.0,0.0,66,0,3.2,37.8,3.2,37.8,5.1,41.2,-0.7,30.7,0,0,0,0,10.0,6.0,8.9,14.4,1.0 +4,1649664000,2022-04-11 04:00,4.9,40.8,0,{},4.7,7.6,311,NW,1020.0,30.12,0.0,0.0,66,4,3.1,37.6,3.1,37.6,4.9,40.8,-0.8,30.6,0,0,0,0,10.0,6.0,8.3,13.3,1.0 +5,1649667600,2022-04-11 05:00,4.7,40.5,0,{},3.8,6.1,313,NW,1020.0,30.11,0.0,0.0,66,6,3.3,37.9,3.3,37.9,4.7,40.5,-1.0,30.2,0,0,0,0,10.0,6.0,6.7,10.8,1.0 +6,1649671200,2022-04-11 06:00,4.5,40.1,0,{},2.7,4.3,308,NW,1020.0,30.12,0.0,0.0,66,22,3.8,38.8,3.8,38.8,4.5,40.1,-1.3,29.7,0,0,0,0,10.0,6.0,4.9,7.9,1.0 +7,1649674800,2022-04-11 07:00,4.7,40.5,1,{},1.3,2.2,316,NW,1020.0,30.13,0.0,0.0,64,20,4.7,40.5,4.7,40.5,4.7,40.5,-1.5,29.3,0,0,0,0,10.0,6.0,2.5,4.0,2.0 +8,1649678400,2022-04-11 08:00,6.2,43.2,1,{},0.2,0.4,6,N,1021.0,30.14,0.0,0.0,59,13,6.2,43.2,6.2,43.2,6.2,43.2,-1.3,29.7,0,0,0,0,10.0,6.0,0.2,0.4,3.0 +9,1649682000,2022-04-11 09:00,8.0,46.4,1,{},2.2,3.6,178,S,1021.0,30.15,0.0,0.0,52,9,8.0,46.4,8.0,46.4,8.0,46.4,-1.2,29.8,0,0,0,0,10.0,6.0,2.7,4.3,3.0 +10,1649685600,2022-04-11 10:00,9.7,49.5,1,{},4.5,7.2,175,S,1021.0,30.14,0.0,0.0,48,14,8.8,47.8,8.8,47.8,9.7,49.5,-0.8,30.6,0,0,0,0,10.0,6.0,5.1,8.3,3.0 +11,1649689200,2022-04-11 11:00,11.6,52.9,1,{},5.6,9.0,179,S,1020.0,30.13,0.0,0.0,46,19,10.7,51.3,10.7,51.3,11.6,52.9,0.3,32.5,0,0,0,0,10.0,6.0,6.5,10.4,4.0 +12,1649692800,2022-04-11 12:00,13.2,55.8,1,{},7.6,12.2,173,S,1019.0,30.1,0.0,0.0,44,23,12.2,54.0,12.2,54.0,13.2,55.8,1.3,34.3,0,0,0,0,10.0,6.0,8.7,14.0,4.0 +13,1649696400,2022-04-11 13:00,14.9,58.8,1,{},8.9,14.4,170,S,1019.0,30.08,0.0,0.0,44,21,14.0,57.2,14.0,57.2,14.9,58.8,2.8,37.0,0,0,0,0,10.0,6.0,10.3,16.6,4.0 +14,1649700000,2022-04-11 14:00,15.9,60.6,1,{},8.5,13.7,163,SSE,1018.0,30.05,0.0,0.0,45,89,15.9,60.6,15.9,60.6,15.9,60.6,4.0,39.2,0,0,0,0,10.0,6.0,9.8,15.8,4.0 +15,1649703600,2022-04-11 15:00,16.0,60.8,1,{},8.9,14.4,165,SSE,1017.0,30.03,0.0,0.0,48,49,16.0,60.8,16.0,60.8,16.0,60.8,4.9,40.8,0,0,0,0,10.0,6.0,10.3,16.6,5.0 +16,1649707200,2022-04-11 16:00,16.3,61.3,1,{},8.1,13.0,160,SSE,1017.0,30.02,0.0,0.0,51,49,16.3,61.3,16.3,61.3,16.3,61.3,6.0,42.8,0,0,0,0,10.0,6.0,9.8,15.8,5.0 +17,1649710800,2022-04-11 17:00,16.4,61.5,1,{},8.7,14.0,162,SSE,1016.0,30.01,0.0,0.0,53,45,16.4,61.5,16.4,61.5,16.4,61.5,6.8,44.2,0,0,0,0,10.0,6.0,11.2,18.0,5.0 +18,1649714400,2022-04-11 18:00,15.7,60.3,1,{},9.4,15.1,151,SSE,1016.0,29.99,0.0,0.0,57,48,15.7,60.3,15.7,60.3,15.7,60.3,7.2,45.0,0,0,0,0,10.0,6.0,13.6,22.0,5.0 +19,1649718000,2022-04-11 19:00,13.8,56.8,1,{},9.4,15.1,149,SSE,1015.0,29.98,0.0,0.0,64,48,12.6,54.7,12.6,54.7,13.8,56.8,7.1,44.8,0,0,0,0,10.0,6.0,15.7,25.2,4.0 +20,1649721600,2022-04-11 20:00,12.9,55.2,0,{},9.2,14.8,157,SSE,1016.0,29.99,0.0,0.0,67,46,11.5,52.7,11.5,52.7,12.9,55.2,6.9,44.4,0,0,0,0,10.0,6.0,15.4,24.8,1.0 +21,1649725200,2022-04-11 21:00,12.8,55.0,0,{},7.6,12.2,160,SSE,1016.0,30.0,0.0,0.0,71,47,11.7,53.1,11.7,53.1,12.8,55.0,7.7,45.9,0,0,0,0,10.0,6.0,11.9,19.1,1.0 +22,1649728800,2022-04-11 22:00,12.8,55.0,0,{},6.0,9.7,158,SSE,1016.0,29.99,0.0,0.0,74,47,12.0,53.6,12.0,53.6,12.8,55.0,8.2,46.8,0,0,0,0,10.0,6.0,8.9,14.4,1.0 +23,1649732400,2022-04-11 23:00,12.4,54.3,0,{},4.9,7.9,165,SSE,1015.0,29.97,0.0,0.0,78,65,11.8,53.2,11.8,53.2,12.4,54.3,8.7,47.7,0,0,0,0,10.0,6.0,8.1,13.0,1.0 +0,1649736000,2022-04-12 00:00,12.3,54.1,0,{},2.7,4.3,220,SW,1015.0,29.96,0.0,0.0,80,48,12.6,54.7,12.6,54.7,12.3,54.1,8.9,48.0,0,0,0,0,10.0,6.0,4.9,7.9,1.0 +1,1649739600,2022-04-12 01:00,12.7,54.9,0,{},3.4,5.4,241,WSW,1014.0,29.95,0.0,0.0,81,44,12.7,54.9,12.7,54.9,12.7,54.9,9.5,49.1,0,0,0,0,10.0,6.0,6.9,11.2,1.0 +2,1649743200,2022-04-12 02:00,13.2,55.8,0,{},4.0,6.5,226,SW,1014.0,29.93,0.0,0.0,81,29,13.1,55.6,13.1,55.6,13.2,55.8,10.0,50.0,0,0,0,0,10.0,6.0,8.5,13.7,1.0 +3,1649746800,2022-04-12 03:00,12.9,55.2,0,{},5.8,9.4,233,SW,1013.0,29.93,0.0,0.0,82,81,12.2,54.0,12.2,54.0,12.9,55.2,9.9,49.8,0,0,0,0,10.0,6.0,12.3,19.8,1.0 +4,1649750400,2022-04-12 04:00,13.7,56.7,0,{},6.5,10.4,245,WSW,1014.0,29.93,0.0,0.0,76,47,13.0,55.4,13.0,55.4,13.7,56.7,9.6,49.3,0,0,0,0,10.0,6.0,13.6,22.0,1.0 +5,1649754000,2022-04-12 05:00,13.8,56.8,0,{},8.9,14.4,257,WSW,1014.0,29.95,0.2,0.01,78,100,12.7,54.9,12.7,54.9,13.8,56.8,10.1,50.2,0,65,0,0,10.0,6.0,16.8,27.0,1.0 +6,1649757600,2022-04-12 06:00,13.2,55.8,0,{},7.8,12.6,251,WSW,1014.0,29.95,0.0,0.0,86,70,12.1,53.8,12.1,53.8,13.2,55.8,10.9,51.6,0,0,0,0,10.0,6.0,13.2,21.2,1.0 +7,1649761200,2022-04-12 07:00,12.8,55.0,1,{},5.8,9.4,247,WSW,1015.0,29.96,0.2,0.01,89,51,12.1,53.8,12.1,53.8,12.8,55.0,11.1,52.0,1,76,0,0,10.0,6.0,10.5,16.9,3.0 +8,1649764800,2022-04-12 08:00,13.6,56.5,1,{},7.6,12.2,255,WSW,1016.0,30.0,0.0,0.0,86,78,12.7,54.9,12.7,54.9,13.6,56.5,11.3,52.3,0,0,0,0,10.0,6.0,12.8,20.5,3.0 +9,1649768400,2022-04-12 09:00,14.6,58.3,1,{},8.9,14.4,277,W,1017.0,30.02,0.0,0.0,82,88,13.6,56.5,13.6,56.5,14.6,58.3,11.6,52.9,0,0,0,0,10.0,6.0,14.3,23.0,3.0 +10,1649772000,2022-04-12 10:00,15.5,59.9,1,{},8.9,14.4,295,WNW,1017.0,30.04,0.0,0.0,79,49,15.5,59.9,15.5,59.9,15.5,59.9,12.0,53.6,0,0,0,0,10.0,6.0,12.8,20.5,5.0 +11,1649775600,2022-04-12 11:00,17.5,63.5,1,{},10.1,16.2,310,NW,1018.0,30.06,0.0,0.0,68,37,17.5,63.5,17.5,63.5,17.5,63.5,11.5,52.7,0,0,0,0,10.0,6.0,11.6,18.7,5.0 +12,1649779200,2022-04-12 12:00,18.8,65.8,1,{},10.1,16.2,309,NW,1018.0,30.06,0.0,0.0,57,31,18.8,65.8,18.8,65.8,18.8,65.8,10.2,50.4,0,0,0,0,10.0,6.0,11.6,18.7,5.0 +13,1649782800,2022-04-12 13:00,19.7,67.5,1,{},8.9,14.4,306,NW,1018.0,30.06,0.0,0.0,52,5,19.7,67.5,19.7,67.5,19.7,67.5,9.5,49.1,0,0,0,0,10.0,6.0,10.3,16.6,5.0 +14,1649786400,2022-04-12 14:00,20.5,68.9,1,{},8.5,13.7,302,WNW,1018.0,30.05,0.0,0.0,50,33,20.5,68.9,20.5,68.9,20.5,68.9,9.6,49.3,0,0,0,0,10.0,6.0,9.8,15.8,6.0 +15,1649790000,2022-04-12 15:00,21.8,71.2,1,{},10.3,16.6,306,NW,1018.0,30.06,0.0,0.0,48,43,21.8,71.2,21.8,71.2,24.3,75.7,10.3,50.5,0,0,0,0,10.0,6.0,11.9,19.1,6.0 +16,1649793600,2022-04-12 16:00,22.6,72.7,1,{},9.8,15.8,307,NW,1018.0,30.06,0.0,0.0,46,14,24.4,75.9,22.6,72.7,24.4,75.9,10.3,50.5,0,0,0,0,10.0,6.0,11.4,18.4,6.0 +17,1649797200,2022-04-12 17:00,20.8,69.4,1,{},9.4,15.1,313,NW,1018.0,30.06,0.0,0.0,45,8,20.8,69.4,20.8,69.4,20.8,69.4,8.4,47.1,0,0,0,0,10.0,6.0,11.9,19.1,6.0 +18,1649800800,2022-04-12 18:00,20.9,69.6,1,{},8.1,13.0,319,NW,1019.0,30.08,0.0,0.0,47,0,20.9,69.6,20.9,69.6,20.9,69.6,9.3,48.7,0,0,0,0,10.0,6.0,9.4,15.1,6.0 +19,1649804400,2022-04-12 19:00,20.8,69.4,1,{},5.6,9.0,335,NNW,1019.0,30.09,0.0,0.0,53,0,20.8,69.4,20.8,69.4,20.8,69.4,11.0,51.8,0,0,0,0,10.0,6.0,6.5,10.4,6.0 +20,1649808000,2022-04-12 20:00,16.4,61.5,0,{},3.6,5.8,4,N,1019.0,30.1,0.0,0.0,60,0,16.4,61.5,16.4,61.5,16.4,61.5,8.6,47.5,0,0,0,0,10.0,6.0,7.2,11.5,1.0 +21,1649811600,2022-04-12 21:00,15.5,59.9,0,{},4.5,7.2,27,NNE,1020.0,30.12,0.0,0.0,63,3,15.5,59.9,15.5,59.9,15.5,59.9,8.6,47.5,0,0,0,0,10.0,6.0,9.2,14.8,1.0 +22,1649815200,2022-04-12 22:00,14.7,58.5,0,{},4.5,7.2,44,NE,1021.0,30.14,0.0,0.0,65,3,14.7,58.5,14.7,58.5,14.7,58.5,8.3,46.9,0,0,0,0,10.0,6.0,9.2,14.8,1.0 +23,1649818800,2022-04-12 23:00,14.2,57.6,0,{},4.3,6.8,77,ENE,1020.0,30.13,0.0,0.0,66,5,14.1,57.4,14.1,57.4,14.2,57.6,8.0,46.4,0,0,0,0,10.0,6.0,8.3,13.3,1.0 diff --git a/Climas_Ciudades_API/Chicago_Clima.csv b/Climas_Ciudades_API/Chicago_Clima.csv new file mode 100644 index 0000000..ba98c1f --- /dev/null +++ b/Climas_Ciudades_API/Chicago_Clima.csv @@ -0,0 +1,73 @@ +,time_epoch,time,temp_c,temp_f,is_day,condition,wind_mph,wind_kph,wind_degree,wind_dir,pressure_mb,pressure_in,precip_mm,precip_in,humidity,cloud,feelslike_c,feelslike_f,windchill_c,windchill_f,heatindex_c,heatindex_f,dewpoint_c,dewpoint_f,will_it_rain,chance_of_rain,will_it_snow,chance_of_snow,vis_km,vis_miles,gust_mph,gust_kph,uv +0,1649566800,2022-04-10 00:00,3.7,38.7,0,{},6.5,10.4,191,SSW,1014.0,29.95,0.0,0.0,61,10,1.0,33.8,1.0,33.8,3.7,38.7,-3.0,26.6,0,0,0,0,10.0,6.0,11.6,18.7,1.0 +1,1649570400,2022-04-10 01:00,3.5,38.3,0,{},6.3,10.1,204,SSW,1015.0,29.96,0.0,0.0,64,16,0.8,33.4,0.8,33.4,3.5,38.3,-2.6,27.3,0,0,0,0,10.0,6.0,11.9,19.1,1.0 +2,1649574000,2022-04-10 02:00,3.4,38.1,0,{},6.0,9.7,219,SW,1015.0,29.97,0.0,0.0,67,25,0.8,33.4,0.8,33.4,3.4,38.1,-2.1,28.2,0,0,0,0,10.0,6.0,11.9,19.1,1.0 +3,1649577600,2022-04-10 03:00,3.4,38.1,0,{},5.6,9.0,225,SW,1015.0,29.98,0.0,0.0,69,32,1.0,33.8,1.0,33.8,3.4,38.1,-1.7,28.9,0,0,0,0,10.0,6.0,11.2,18.0,1.0 +4,1649581200,2022-04-10 04:00,3.3,37.9,0,{},5.4,8.6,223,SW,1015.0,29.98,0.0,0.0,70,24,1.0,33.8,1.0,33.8,3.3,37.9,-1.6,29.1,0,0,0,0,10.0,6.0,11.2,18.0,1.0 +5,1649584800,2022-04-10 05:00,3.2,37.8,0,{},5.1,8.3,213,SSW,1015.0,29.98,0.0,0.0,71,13,0.9,33.6,0.9,33.6,3.2,37.8,-1.5,29.3,0,0,0,0,10.0,6.0,10.7,17.3,1.0 +6,1649588400,2022-04-10 06:00,3.1,37.6,0,{},4.9,7.9,192,SSW,1015.0,29.97,0.0,0.0,72,7,0.9,33.6,0.9,33.6,3.1,37.6,-1.5,29.3,0,0,0,0,10.0,6.0,10.3,16.6,1.0 +7,1649592000,2022-04-10 07:00,3.3,37.9,1,{},5.8,9.4,173,S,1015.0,29.97,0.0,0.0,71,4,0.8,33.4,0.8,33.4,3.3,37.9,-1.5,29.3,0,0,0,0,10.0,6.0,11.9,19.1,2.0 +8,1649595600,2022-04-10 08:00,4.5,40.1,1,{},6.7,10.8,173,S,1015.0,29.97,0.0,0.0,65,17,1.9,35.4,1.9,35.4,4.5,40.1,-1.4,29.5,0,0,0,0,10.0,6.0,11.6,18.7,2.0 +9,1649599200,2022-04-10 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16:00,29.7,85.5,1,{},19.2,31.0,189,S,1004.0,29.63,0.0,0.0,40,47,29.7,85.5,29.7,85.5,29.7,85.5,14.7,58.5,0,0,0,0,9.0,5.0,22.1,35.6,6.0 +17,1649628000,2022-04-10 17:00,29.7,85.5,1,{},18.8,30.2,182,S,1003.0,29.62,0.0,0.0,41,47,29.9,85.8,29.7,85.5,29.9,85.8,15.2,59.4,0,0,0,0,9.0,5.0,21.7,34.9,6.0 +18,1649631600,2022-04-10 18:00,28.5,83.3,1,{},19.7,31.7,177,S,1003.0,29.61,0.0,0.0,44,35,28.8,83.8,28.5,83.3,28.8,83.8,15.2,59.4,0,0,0,0,9.0,5.0,25.7,41.4,6.0 +19,1649635200,2022-04-10 19:00,27.0,80.6,1,{},20.8,33.5,169,S,1003.0,29.62,0.0,0.0,55,14,27.9,82.2,27.0,80.6,27.9,82.2,17.1,62.8,0,0,0,0,10.0,6.0,24.8,40.0,7.0 +20,1649638800,2022-04-10 20:00,23.2,73.8,0,{},23.5,37.8,167,SSE,1004.0,29.64,0.1,0.0,69,83,25.1,77.2,23.2,73.8,25.1,77.2,17.3,63.1,0,66,0,0,10.0,6.0,31.3,50.4,1.0 +21,1649642400,2022-04-10 21:00,21.9,71.4,0,{},23.3,37.4,173,S,1004.0,29.66,0.0,0.0,74,12,21.9,71.4,21.9,71.4,24.5,76.1,17.1,62.8,0,0,0,0,10.0,6.0,28.6,46.1,1.0 +22,1649646000,2022-04-10 22:00,21.0,69.8,0,{},22.8,36.7,170,S,1005.0,29.67,0.1,0.0,76,77,21.0,69.8,21.0,69.8,21.0,69.8,16.6,61.9,0,66,0,0,10.0,6.0,28.9,46.4,1.0 +23,1649649600,2022-04-10 23:00,20.4,68.7,0,{},22.6,36.4,174,S,1005.0,29.69,0.0,0.0,79,78,20.4,68.7,20.4,68.7,20.4,68.7,16.6,61.9,0,0,0,0,9.0,5.0,28.6,46.1,1.0 +0,1649653200,2022-04-11 00:00,19.8,67.6,0,{},20.6,33.1,178,S,1005.0,29.69,0.0,0.0,80,97,19.8,67.6,19.8,67.6,19.8,67.6,16.3,61.3,0,0,0,0,9.0,5.0,28.0,45.0,1.0 +1,1649656800,2022-04-11 01:00,19.6,67.3,0,{},20.8,33.5,180,S,1006.0,29.7,0.0,0.0,82,95,19.6,67.3,19.6,67.3,19.6,67.3,16.4,61.5,0,0,0,0,9.0,5.0,28.4,45.7,1.0 +2,1649660400,2022-04-11 02:00,19.6,67.3,0,{},21.7,34.9,186,S,1006.0,29.7,0.0,0.0,82,98,19.6,67.3,19.6,67.3,19.6,67.3,16.4,61.5,0,0,0,0,9.0,5.0,29.5,47.5,1.0 +3,1649664000,2022-04-11 03:00,19.9,67.8,0,{},20.4,32.8,181,S,1005.0,29.67,0.0,0.0,81,92,19.9,67.8,19.9,67.8,19.9,67.8,16.5,61.7,0,0,0,0,9.0,5.0,27.5,44.3,1.0 +4,1649667600,2022-04-11 04:00,19.6,67.3,0,{},20.8,33.5,189,S,1005.0,29.67,0.0,0.0,84,99,19.6,67.3,19.6,67.3,19.6,67.3,16.8,62.2,0,0,0,0,9.0,5.0,29.1,46.8,1.0 +5,1649671200,2022-04-11 05:00,19.8,67.6,0,{},20.8,33.5,196,SSW,1005.0,29.69,0.0,0.0,82,98,19.8,67.6,19.8,67.6,19.8,67.6,16.6,61.9,0,0,0,0,9.0,5.0,28.0,45.0,1.0 +6,1649674800,2022-04-11 06:00,20.2,68.4,0,{},20.1,32.4,195,SSW,1005.0,29.69,0.0,0.0,79,90,20.2,68.4,20.2,68.4,20.2,68.4,16.5,61.7,0,0,0,0,9.0,5.0,27.3,43.9,1.0 +7,1649678400,2022-04-11 07:00,20.3,68.5,0,{},16.8,27.0,201,SSW,1007.0,29.72,0.0,0.0,79,92,20.3,68.5,20.3,68.5,20.3,68.5,16.6,61.9,0,0,0,0,9.0,5.0,23.7,38.2,1.0 +8,1649682000,2022-04-11 08:00,20.6,69.1,1,{},15.4,24.8,199,SSW,1007.0,29.75,0.0,0.0,79,77,20.6,69.1,20.6,69.1,20.6,69.1,16.9,62.4,0,0,0,0,9.0,5.0,21.3,34.2,5.0 +9,1649685600,2022-04-11 09:00,21.4,70.5,1,{},17.0,27.4,194,SSW,1007.0,29.75,0.0,0.0,76,61,21.4,70.5,21.4,70.5,24.4,75.9,17.0,62.6,0,0,0,0,9.0,5.0,21.5,34.6,5.0 +10,1649689200,2022-04-11 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22:00,23.1,73.6,0,{},8.7,14.0,169,S,1009.0,29.79,0.7,0.03,82,89,25.2,77.4,23.1,73.6,25.2,77.4,19.8,67.6,1,76,0,0,10.0,6.0,13.2,21.2,1.0 +23,1649736000,2022-04-11 23:00,22.6,72.7,0,{},10.5,16.9,176,S,1009.0,29.79,0.2,0.01,83,70,24.8,76.6,22.6,72.7,24.8,76.6,19.5,67.1,1,72,0,0,10.0,6.0,15.9,25.6,1.0 +0,1649739600,2022-04-12 00:00,22.1,71.8,0,{},11.6,18.7,171,S,1009.0,29.78,0.1,0.0,84,83,24.6,76.3,22.1,71.8,24.6,76.3,19.2,66.6,1,75,0,0,9.0,5.0,17.0,27.4,1.0 +1,1649743200,2022-04-12 01:00,21.5,70.7,0,{},12.3,19.8,168,SSE,1008.0,29.78,0.7,0.03,86,51,21.5,70.7,21.5,70.7,24.3,75.7,19.0,66.2,1,79,0,0,10.0,6.0,17.9,28.8,1.0 +2,1649746800,2022-04-12 02:00,20.9,69.6,0,{},12.5,20.2,168,SSE,1008.0,29.77,0.0,0.0,89,85,20.9,69.6,20.9,69.6,20.9,69.6,19.0,66.2,0,0,0,0,9.0,5.0,17.7,28.4,1.0 +3,1649750400,2022-04-12 03:00,20.5,68.9,0,{},12.5,20.2,170,S,1008.0,29.76,0.0,0.0,91,99,20.5,68.9,20.5,68.9,20.5,68.9,19.0,66.2,0,0,0,0,9.0,5.0,17.7,28.4,1.0 +4,1649754000,2022-04-12 04:00,21.1,70.0,0,{},14.8,23.8,173,S,1008.0,29.75,0.0,0.0,86,93,21.1,70.0,21.1,70.0,24.2,75.6,18.7,65.7,0,0,0,0,9.0,5.0,20.4,32.8,1.0 +5,1649757600,2022-04-12 05:00,21.1,70.0,0,{},14.3,23.0,174,S,1008.0,29.75,0.0,0.0,87,100,21.1,70.0,21.1,70.0,24.2,75.6,18.9,66.0,0,0,0,0,9.0,5.0,20.1,32.4,1.0 +6,1649761200,2022-04-12 06:00,21.1,70.0,0,{},14.5,23.4,176,S,1008.0,29.76,0.0,0.0,88,93,21.1,70.0,21.1,70.0,24.2,75.6,19.1,66.4,0,0,0,0,9.0,5.0,20.6,33.1,1.0 +7,1649764800,2022-04-12 07:00,21.3,70.3,0,{},14.5,23.4,176,S,1008.0,29.76,0.0,0.0,89,100,21.3,70.3,21.3,70.3,24.2,75.6,19.5,67.1,0,0,0,0,9.0,5.0,20.4,32.8,1.0 +8,1649768400,2022-04-12 08:00,21.5,70.7,1,{},14.1,22.7,173,S,1008.0,29.76,0.0,0.0,89,100,21.5,70.7,21.5,70.7,24.3,75.7,19.5,67.1,0,0,0,0,9.0,5.0,19.7,31.7,5.0 +9,1649772000,2022-04-12 09:00,21.9,71.4,1,{},13.9,22.3,170,S,1008.0,29.76,0.0,0.0,87,100,21.9,71.4,21.9,71.4,24.5,76.1,19.6,67.3,0,0,0,0,9.0,5.0,18.1,29.2,5.0 +10,1649775600,2022-04-12 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19:00,14.8,58.6,1,{},2.5,4.0,60,ENE,995.0,29.39,0.0,0.0,22,13,15.5,59.9,15.5,59.9,14.8,58.6,-6.8,19.8,0,0,0,0,10.0,6.0,2.9,4.7,4.0 +20,1649728800,2022-04-11 20:00,11.8,53.2,0,{},3.6,5.8,101,ESE,995.0,29.39,0.0,0.0,26,20,11.6,52.9,11.6,52.9,11.8,53.2,-6.8,19.8,0,0,0,0,10.0,6.0,5.8,9.4,1.0 +21,1649732400,2022-04-11 21:00,10.9,51.6,0,{},3.1,5.0,115,ESE,996.0,29.4,0.0,0.0,30,30,10.8,51.4,10.8,51.4,10.9,51.6,-6.1,21.0,0,0,0,0,10.0,6.0,5.1,8.3,1.0 +22,1649736000,2022-04-11 22:00,10.2,50.4,0,{},0.4,0.7,212,SSW,995.0,29.37,0.0,0.0,32,29,10.2,50.4,10.2,50.4,10.2,50.4,-5.8,21.6,0,0,0,0,10.0,6.0,0.7,1.1,1.0 +23,1649739600,2022-04-11 23:00,9.6,49.3,0,{},3.6,5.8,286,WNW,994.0,29.34,0.0,0.0,36,17,9.1,48.4,9.1,48.4,9.6,49.3,-4.8,23.4,0,0,0,0,10.0,6.0,5.4,8.6,1.0 +0,1649743200,2022-04-12 00:00,8.9,48.0,0,{},3.1,5.0,287,WNW,993.0,29.32,0.0,0.0,40,5,8.5,47.3,8.5,47.3,8.9,48.0,-3.9,25.0,0,0,0,0,10.0,6.0,4.7,7.6,1.0 +1,1649746800,2022-04-12 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+,time_epoch,time,temp_c,temp_f,is_day,condition,wind_mph,wind_kph,wind_degree,wind_dir,pressure_mb,pressure_in,precip_mm,precip_in,humidity,cloud,feelslike_c,feelslike_f,windchill_c,windchill_f,heatindex_c,heatindex_f,dewpoint_c,dewpoint_f,will_it_rain,chance_of_rain,will_it_snow,chance_of_snow,vis_km,vis_miles,gust_mph,gust_kph,uv +0,1649563200,2022-04-10 00:00,3.2,37.8,0,{},7.8,12.6,300,WNW,1012.0,29.9,0.0,0.0,65,27,0.0,32.0,0.0,32.0,3.2,37.8,-2.6,27.3,0,0,0,0,10.0,6.0,9.8,15.8,1.0 +1,1649566800,2022-04-10 01:00,2.7,36.9,0,{},7.6,12.2,293,WNW,1013.0,29.91,0.0,0.0,67,26,-0.6,30.9,-0.6,30.9,2.7,36.9,-2.8,27.0,0,0,0,0,10.0,6.0,9.6,15.5,1.0 +2,1649570400,2022-04-10 02:00,2.2,36.0,0,{},7.2,11.5,292,WNW,1013.0,29.91,0.1,0.0,68,74,-1.0,30.2,-1.0,30.2,2.2,36.0,-3.0,26.6,0,60,0,0,9.0,5.0,9.2,14.8,1.0 +3,1649574000,2022-04-10 03:00,1.8,35.2,0,{},7.6,12.2,286,WNW,1013.0,29.93,0.0,0.0,69,15,-1.7,28.9,-1.7,28.9,1.8,35.2,-3.3,26.1,0,0,0,0,10.0,6.0,9.6,15.5,1.0 +4,1649577600,2022-04-10 04:00,1.5,34.7,0,{},8.5,13.7,290,WNW,1014.0,29.94,0.0,0.0,70,14,-2.3,27.9,-2.3,27.9,1.5,34.7,-3.4,25.9,0,0,0,0,10.0,6.0,10.7,17.3,1.0 +5,1649581200,2022-04-10 05:00,1.4,34.5,0,{},8.5,13.7,293,WNW,1014.0,29.96,0.0,0.0,70,8,-2.5,27.5,-2.5,27.5,1.4,34.5,-3.4,25.9,0,0,0,0,10.0,6.0,11.0,17.6,1.0 +6,1649584800,2022-04-10 06:00,1.4,34.5,0,{},9.2,14.8,296,WNW,1015.0,29.97,0.0,0.0,71,9,-2.6,27.3,-2.6,27.3,1.4,34.5,-3.2,26.2,0,0,0,0,10.0,6.0,11.6,18.7,1.0 +7,1649588400,2022-04-10 07:00,1.2,34.2,1,{},8.9,14.4,300,WNW,1016.0,29.99,0.0,0.0,72,6,-2.8,27.0,-2.8,27.0,1.2,34.2,-3.3,26.1,0,0,0,0,10.0,6.0,11.4,18.4,2.0 +8,1649592000,2022-04-10 08:00,1.4,34.5,1,{},8.5,13.7,301,WNW,1016.0,30.01,0.0,0.0,70,5,-2.5,27.5,-2.5,27.5,1.4,34.5,-3.4,25.9,0,0,0,0,10.0,6.0,10.5,16.9,2.0 +9,1649595600,2022-04-10 09:00,1.8,35.2,1,{},8.7,14.0,311,NW,1017.0,30.02,0.0,0.0,63,14,-2.0,28.4,-2.0,28.4,1.8,35.2,-4.5,23.9,0,0,0,0,10.0,6.0,11.9,19.1,2.0 +10,1649599200,2022-04-10 10:00,3.4,38.1,1,{},8.1,13.0,315,NW,1017.0,30.02,0.0,0.0,55,13,0.1,32.2,0.1,32.2,3.4,38.1,-4.8,23.4,0,0,0,0,10.0,6.0,10.1,16.2,2.0 +11,1649602800,2022-04-10 11:00,5.4,41.7,1,{},6.7,10.8,318,NW,1017.0,30.02,0.0,0.0,48,14,3.0,37.4,3.0,37.4,5.4,41.7,-4.7,23.5,0,0,0,0,10.0,6.0,7.8,12.6,3.0 +12,1649606400,2022-04-10 12:00,7.4,45.3,1,{},5.4,8.6,307,NW,1016.0,30.01,0.0,0.0,42,8,5.8,42.4,5.8,42.4,7.4,45.3,-4.5,23.9,0,0,0,0,10.0,6.0,6.3,10.1,3.0 +13,1649610000,2022-04-10 13:00,9.3,48.7,1,{},4.5,7.2,291,WNW,1016.0,30.01,0.0,0.0,38,7,8.4,47.1,8.4,47.1,9.3,48.7,-4.4,24.1,0,0,0,0,10.0,6.0,5.1,8.3,3.0 +14,1649613600,2022-04-10 14:00,11.2,52.2,1,{},4.9,7.9,274,W,1016.0,29.99,0.0,0.0,34,3,10.4,50.7,10.4,50.7,11.2,52.2,-3.9,25.0,0,0,0,0,10.0,6.0,5.6,9.0,4.0 +15,1649617200,2022-04-10 15:00,14.0,57.2,1,{},4.3,6.8,254,WSW,1015.0,29.98,0.0,0.0,32,1,13.9,57.0,13.9,57.0,14.0,57.2,-2.4,27.7,0,0,0,0,10.0,6.0,4.9,7.9,4.0 +16,1649620800,2022-04-10 16:00,14.7,58.5,1,{},3.8,6.1,225,SW,1015.0,29.96,0.0,0.0,31,1,14.8,58.6,14.8,58.6,14.7,58.5,-2.1,28.2,0,0,0,0,10.0,6.0,4.5,7.2,4.0 +17,1649624400,2022-04-10 17:00,14.8,58.6,1,{},5.1,8.3,189,S,1014.0,29.95,0.0,0.0,33,1,14.6,58.3,14.6,58.3,14.8,58.6,-1.4,29.5,0,0,0,0,10.0,6.0,5.8,9.4,4.0 +18,1649628000,2022-04-10 18:00,11.2,52.2,1,{},6.9,11.2,172,S,1014.0,29.94,0.0,0.0,38,69,9.9,49.8,9.9,49.8,11.2,52.2,-2.7,27.1,0,0,0,0,10.0,6.0,8.7,14.0,3.0 +19,1649631600,2022-04-10 19:00,11.3,52.3,1,{},7.6,12.2,153,SSE,1014.0,29.94,0.0,0.0,44,7,9.9,49.8,9.9,49.8,11.3,52.3,-0.4,31.3,0,0,0,0,10.0,6.0,8.7,14.0,4.0 +20,1649635200,2022-04-10 20:00,9.6,49.3,1,{},7.4,11.9,142,SE,1014.0,29.94,0.0,0.0,50,93,7.8,46.0,7.8,46.0,9.6,49.3,-0.2,31.6,0,0,0,0,10.0,6.0,9.8,15.8,2.0 +21,1649638800,2022-04-10 21:00,8.6,47.5,0,{},8.1,13.0,144,SE,1014.0,29.95,0.0,0.0,54,29,6.5,43.7,6.5,43.7,8.6,47.5,-0.2,31.6,0,0,0,0,10.0,6.0,11.6,18.7,1.0 +22,1649642400,2022-04-10 22:00,8.0,46.4,0,{},7.8,12.6,137,SE,1015.0,29.96,0.0,0.0,56,91,5.8,42.4,5.8,42.4,8.0,46.4,-0.3,31.5,0,0,0,0,10.0,6.0,11.4,18.4,1.0 +23,1649646000,2022-04-10 23:00,8.0,46.4,0,{},8.3,13.3,141,SE,1015.0,29.96,0.0,0.0,58,63,5.7,42.3,5.7,42.3,8.0,46.4,0.2,32.4,0,0,0,0,10.0,6.0,11.6,18.7,1.0 +0,1649649600,2022-04-11 00:00,7.8,46.0,0,{},9.4,15.1,138,SE,1014.0,29.95,0.0,0.0,60,65,5.2,41.4,5.2,41.4,7.8,46.0,0.6,33.1,0,0,0,0,10.0,6.0,13.4,21.6,1.0 +1,1649653200,2022-04-11 01:00,7.5,45.5,0,{},10.5,16.9,134,SE,1013.0,29.92,0.0,0.0,64,45,4.6,40.3,4.6,40.3,7.5,45.5,1.1,34.0,0,0,0,0,10.0,6.0,15.4,24.8,1.0 +2,1649656800,2022-04-11 02:00,7.3,45.1,0,{},11.4,18.4,134,SE,1012.0,29.89,0.0,0.0,67,80,4.2,39.6,4.2,39.6,7.3,45.1,1.5,34.7,0,0,0,0,10.0,6.0,17.0,27.4,1.0 +3,1649660400,2022-04-11 03:00,7.5,45.5,0,{},12.5,20.2,141,SE,1011.0,29.86,0.0,0.0,67,100,4.2,39.6,4.2,39.6,7.5,45.5,1.8,35.2,0,0,0,0,10.0,6.0,18.1,29.2,1.0 +4,1649664000,2022-04-11 04:00,8.0,46.4,0,{},12.5,20.2,150,SSE,1010.0,29.84,0.0,0.0,69,100,4.8,40.6,4.8,40.6,8.0,46.4,2.8,37.0,0,0,0,0,10.0,6.0,17.4,28.1,1.0 +5,1649667600,2022-04-11 05:00,7.7,45.9,0,{},12.3,19.8,157,SSE,1010.0,29.81,0.3,0.01,72,100,4.5,40.1,4.5,40.1,7.7,45.9,3.0,37.4,1,73,0,0,10.0,6.0,17.4,28.1,1.0 +6,1649671200,2022-04-11 06:00,7.6,45.7,0,{},11.0,17.6,158,SSE,1009.0,29.8,0.0,0.0,76,100,4.6,40.3,4.6,40.3,7.6,45.7,3.6,38.5,0,0,0,0,9.0,5.0,16.6,26.6,1.0 +7,1649674800,2022-04-11 07:00,8.2,46.8,1,{},10.7,17.3,170,S,1009.0,29.79,0.2,0.01,77,100,5.4,41.7,5.4,41.7,8.2,46.8,4.5,40.1,1,77,0,0,10.0,6.0,16.8,27.0,2.0 +8,1649678400,2022-04-11 08:00,8.6,47.5,1,{},10.5,16.9,181,S,1009.0,29.79,0.0,0.0,85,100,6.0,42.8,6.0,42.8,8.6,47.5,6.3,43.3,0,0,0,0,9.0,5.0,16.6,26.6,2.0 +9,1649682000,2022-04-11 09:00,9.1,48.4,1,{},11.0,17.6,188,S,1009.0,29.79,0.0,0.0,89,88,6.5,43.7,6.5,43.7,9.1,48.4,7.5,45.5,0,0,0,0,10.0,6.0,17.4,28.1,2.0 +10,1649685600,2022-04-11 10:00,10.5,50.9,1,{},11.2,18.0,194,SSW,1009.0,29.78,0.0,0.0,88,96,8.2,46.8,8.2,46.8,10.5,50.9,8.6,47.5,0,0,0,0,10.0,6.0,16.3,26.3,3.0 +11,1649689200,2022-04-11 11:00,13.8,56.8,1,{},13.9,22.3,207,SSW,1008.0,29.77,0.0,0.0,82,100,12.0,53.6,12.0,53.6,13.8,56.8,10.9,51.6,0,0,0,0,10.0,6.0,17.0,27.4,3.0 +12,1649692800,2022-04-11 12:00,14.4,57.9,1,{},12.5,20.2,216,SW,1008.0,29.77,0.0,0.0,84,100,12.9,55.2,12.9,55.2,14.4,57.9,11.8,53.2,0,0,0,0,10.0,6.0,17.0,27.4,3.0 +13,1649696400,2022-04-11 13:00,13.9,57.0,1,{},11.0,17.6,220,SW,1008.0,29.76,0.0,0.0,86,100,12.5,54.5,12.5,54.5,13.9,57.0,11.6,52.9,0,0,0,0,10.0,6.0,17.2,27.7,3.0 +14,1649700000,2022-04-11 14:00,15.7,60.3,1,{},11.6,18.7,226,SW,1008.0,29.76,0.0,0.0,80,100,15.7,60.3,15.7,60.3,15.7,60.3,12.3,54.1,0,0,0,0,10.0,6.0,15.4,24.8,4.0 +15,1649703600,2022-04-11 15:00,15.7,60.3,1,{},10.7,17.3,219,SW,1008.0,29.77,0.1,0.0,78,100,15.7,60.3,15.7,60.3,15.7,60.3,11.8,53.2,1,87,0,0,10.0,6.0,15.9,25.6,4.0 +16,1649707200,2022-04-11 16:00,15.6,60.1,1,{},9.8,15.8,236,WSW,1008.0,29.77,0.1,0.0,75,58,15.6,60.1,15.6,60.1,15.6,60.1,11.1,52.0,0,65,0,0,10.0,6.0,15.0,24.1,4.0 +17,1649710800,2022-04-11 17:00,16.7,62.1,1,{},10.5,16.9,282,WNW,1008.0,29.77,0.3,0.01,54,96,16.7,62.1,16.7,62.1,16.7,62.1,7.5,45.5,0,67,0,0,10.0,6.0,14.5,23.4,4.0 +18,1649714400,2022-04-11 18:00,13.7,56.7,1,{},9.6,15.5,297,WNW,1009.0,29.8,0.1,0.0,48,100,12.4,54.3,12.4,54.3,13.7,56.7,2.9,37.2,0,69,0,0,10.0,6.0,15.2,24.5,3.0 +19,1649718000,2022-04-11 19:00,11.8,53.2,1,{},15.7,25.2,296,WNW,1011.0,29.86,0.1,0.0,60,73,9.2,48.6,9.2,48.6,11.8,53.2,4.3,39.7,1,74,0,0,10.0,6.0,18.6,29.9,3.0 +20,1649721600,2022-04-11 20:00,8.9,48.0,1,{},10.7,17.3,306,NW,1012.0,29.87,1.9,0.07,83,88,6.3,43.3,6.3,43.3,8.9,48.0,6.1,43.0,1,81,0,0,9.0,5.0,13.9,22.3,2.0 +21,1649725200,2022-04-11 21:00,8.2,46.8,0,{},10.7,17.3,304,NW,1013.0,29.92,4.2,0.17,88,100,5.4,41.7,5.4,41.7,8.2,46.8,6.3,43.3,0,64,0,0,7.0,4.0,14.3,23.0,1.0 +22,1649728800,2022-04-11 22:00,8.4,47.1,0,{},7.4,11.9,309,NW,1013.0,29.93,2.3,0.09,85,71,6.4,43.5,6.4,43.5,8.4,47.1,6.0,42.8,0,64,0,0,9.0,5.0,9.8,15.8,1.0 +23,1649732400,2022-04-11 23:00,8.4,47.1,0,{},6.9,11.2,299,WNW,1014.0,29.93,5.2,0.2,83,72,6.5,43.7,6.5,43.7,8.4,47.1,5.7,42.3,0,70,0,0,8.0,4.0,9.6,15.5,1.0 +0,1649736000,2022-04-12 00:00,7.5,45.5,0,{},5.8,9.4,288,WNW,1014.0,29.94,0.3,0.01,84,87,5.8,42.4,5.8,42.4,7.5,45.5,5.1,41.2,1,86,0,0,10.0,6.0,8.9,14.4,1.0 +1,1649739600,2022-04-12 01:00,6.7,44.1,0,{},5.8,9.4,290,WNW,1015.0,29.97,1.0,0.04,86,84,4.8,40.6,4.8,40.6,6.7,44.1,4.5,40.1,1,74,0,0,9.0,5.0,9.6,15.5,1.0 +2,1649743200,2022-04-12 02:00,6.0,42.8,0,{},5.1,8.3,289,WNW,1016.0,29.99,0.0,0.0,88,6,4.2,39.6,4.2,39.6,6.0,42.8,4.1,39.4,0,0,0,0,10.0,6.0,8.9,14.4,1.0 +3,1649746800,2022-04-12 03:00,5.6,42.1,0,{},4.0,6.5,278,W,1016.0,30.01,0.0,0.0,89,2,4.3,39.7,4.3,39.7,5.6,42.1,3.9,39.0,0,0,0,0,10.0,6.0,7.4,11.9,1.0 +4,1649750400,2022-04-12 04:00,5.3,41.5,0,{},3.6,5.8,271,W,1017.0,30.02,0.0,0.0,89,0,4.2,39.6,4.2,39.6,5.3,41.5,3.6,38.5,0,0,0,0,10.0,6.0,6.7,10.8,1.0 +5,1649754000,2022-04-12 05:00,5.0,41.0,0,{},3.6,5.8,275,W,1017.0,30.04,0.0,0.0,88,0,3.8,38.8,3.8,38.8,5.0,41.0,3.2,37.8,0,0,0,0,10.0,6.0,7.2,11.5,1.0 +6,1649757600,2022-04-12 06:00,4.9,40.8,0,{},2.5,4.0,261,W,1018.0,30.05,0.0,0.0,87,0,4.4,39.9,4.4,39.9,4.9,40.8,3.0,37.4,0,0,0,0,10.0,6.0,4.9,7.9,1.0 +7,1649761200,2022-04-12 07:00,4.8,40.6,1,{},2.2,3.6,261,W,1018.0,30.06,0.0,0.0,86,0,4.5,40.1,4.5,40.1,4.8,40.6,2.7,36.9,0,0,0,0,10.0,6.0,4.5,7.2,2.0 +8,1649764800,2022-04-12 08:00,5.4,41.7,1,{},3.4,5.4,228,SW,1019.0,30.09,0.0,0.0,83,0,4.4,39.9,4.4,39.9,5.4,41.7,2.8,37.0,0,0,0,0,10.0,6.0,6.3,10.1,3.0 +9,1649768400,2022-04-12 09:00,7.1,44.8,1,{},3.8,6.1,226,SW,1020.0,30.11,0.0,0.0,75,11,6.1,43.0,6.1,43.0,7.1,44.8,3.0,37.4,0,0,0,0,10.0,6.0,5.8,9.4,3.0 +10,1649772000,2022-04-12 10:00,8.9,48.0,1,{},4.7,7.6,214,SW,1020.0,30.12,0.0,0.0,67,15,7.8,46.0,7.8,46.0,8.9,48.0,3.0,37.4,0,0,0,0,10.0,6.0,6.3,10.1,3.0 +11,1649775600,2022-04-12 11:00,11.8,53.2,1,{},4.9,7.9,206,SSW,1020.0,30.12,0.0,0.0,59,3,11.1,52.0,11.1,52.0,11.8,53.2,4.1,39.4,0,0,0,0,10.0,6.0,5.6,9.0,4.0 +12,1649779200,2022-04-12 12:00,13.3,55.9,1,{},5.6,9.0,194,SSW,1020.0,30.11,0.0,0.0,53,3,12.7,54.9,12.7,54.9,13.3,55.9,3.9,39.0,0,0,0,0,10.0,6.0,6.5,10.4,4.0 +13,1649782800,2022-04-12 13:00,14.7,58.5,1,{},6.0,9.7,197,SSW,1020.0,30.11,0.0,0.0,47,3,14.3,57.7,14.3,57.7,14.7,58.5,3.6,38.5,0,0,0,0,10.0,6.0,6.9,11.2,4.0 +14,1649786400,2022-04-12 14:00,16.4,61.5,1,{},6.5,10.4,184,S,1019.0,30.09,0.0,0.0,43,0,16.4,61.5,16.4,61.5,16.4,61.5,3.7,38.7,0,0,0,0,10.0,6.0,7.4,11.9,5.0 +15,1649790000,2022-04-12 15:00,16.9,62.4,1,{},5.8,9.4,168,SSE,1019.0,30.08,0.0,0.0,39,2,16.9,62.4,16.9,62.4,16.9,62.4,2.7,36.9,0,0,0,0,10.0,6.0,6.7,10.8,5.0 +16,1649793600,2022-04-12 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19:00,19.7,67.5,1,{},10.1,16.2,233,SW,1008.0,29.78,0.0,0.0,59,8,19.7,67.5,19.7,67.5,19.7,67.5,11.6,52.9,0,0,0,0,10.0,6.0,11.6,18.7,5.0 +20,1649732400,2022-04-11 20:00,17.0,62.6,0,{},5.8,9.4,216,SW,1008.0,29.77,0.0,0.0,64,6,17.0,62.6,17.0,62.6,17.0,62.6,10.1,50.2,0,0,0,0,10.0,6.0,6.9,11.2,1.0 +21,1649736000,2022-04-11 21:00,16.3,61.3,0,{},3.4,5.4,156,SSE,1008.0,29.78,0.0,0.0,65,6,16.3,61.3,16.3,61.3,16.3,61.3,9.7,49.5,0,0,0,0,10.0,6.0,4.5,7.2,1.0 +22,1649739600,2022-04-11 22:00,15.8,60.4,0,{},0.7,1.1,175,S,1009.0,29.78,0.0,0.0,65,11,15.8,60.4,15.8,60.4,15.8,60.4,9.3,48.7,0,0,0,0,10.0,6.0,0.9,1.4,1.0 +23,1649743200,2022-04-11 23:00,15.5,59.9,0,{},2.7,4.3,270,W,1008.0,29.77,0.0,0.0,65,21,15.5,59.9,15.5,59.9,15.5,59.9,9.1,48.4,0,0,0,0,10.0,6.0,4.0,6.5,1.0 +0,1649746800,2022-04-12 00:00,14.6,58.3,0,{},6.9,11.2,261,W,1008.0,29.78,0.0,0.0,66,45,14.0,57.2,14.0,57.2,14.6,58.3,8.3,46.9,0,0,0,0,10.0,6.0,10.5,16.9,1.0 +1,1649750400,2022-04-12 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22:00,19.8,67.6,0,{},1.1,1.8,255,WSW,1014.0,29.93,0.4,0.02,38,77,19.8,67.6,19.8,67.6,19.8,67.6,5.2,41.4,0,67,0,0,9.0,5.0,1.3,2.2,1.0 +23,1649649600,2022-04-10 23:00,18.8,65.8,0,{},6.9,11.2,357,N,1016.0,29.99,0.1,0.0,46,85,18.8,65.8,18.8,65.8,18.8,65.8,6.9,44.4,0,62,0,0,10.0,6.0,8.3,13.3,1.0 +0,1649653200,2022-04-11 00:00,17.7,63.9,0,{},4.0,6.5,39,NE,1016.0,30.01,0.1,0.0,50,85,17.7,63.9,17.7,63.9,17.7,63.9,7.2,45.0,0,64,0,0,10.0,6.0,4.9,7.9,1.0 +1,1649656800,2022-04-11 01:00,17.8,64.0,0,{},1.6,2.5,113,ESE,1015.0,29.98,0.5,0.02,49,75,17.8,64.0,17.8,64.0,17.8,64.0,7.0,44.6,1,87,0,0,10.0,6.0,2.0,3.2,1.0 +2,1649660400,2022-04-11 02:00,17.7,63.9,0,{},1.1,1.8,146,SSE,1015.0,29.97,0.0,0.0,49,6,17.7,63.9,17.7,63.9,17.7,63.9,7.0,44.6,0,0,0,0,10.0,6.0,1.3,2.2,1.0 +3,1649664000,2022-04-11 03:00,17.1,62.8,0,{},2.5,4.0,156,SSE,1014.0,29.95,0.0,0.0,50,6,17.1,62.8,17.1,62.8,17.1,62.8,6.6,43.9,0,0,0,0,10.0,6.0,2.9,4.7,1.0 +4,1649667600,2022-04-11 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16:00,27.4,81.3,1,{},3.6,5.8,218,SW,1008.0,29.76,0.0,0.0,21,30,25.6,78.1,27.4,81.3,25.6,78.1,3.2,37.8,0,0,0,0,10.0,6.0,4.0,6.5,7.0 +17,1649800800,2022-04-12 17:00,27.3,81.1,1,{},5.8,9.4,225,SW,1007.0,29.75,0.0,0.0,20,21,25.5,77.9,27.3,81.1,25.5,77.9,2.7,36.9,0,0,0,0,10.0,6.0,6.7,10.8,7.0 +18,1649804400,2022-04-12 18:00,26.7,80.1,1,{},6.9,11.2,230,SW,1007.0,29.74,0.0,0.0,20,46,25.0,77.0,26.7,80.1,25.0,77.0,2.2,36.0,0,0,0,0,10.0,6.0,8.1,13.0,7.0 +19,1649808000,2022-04-12 19:00,25.5,77.9,1,{},8.9,14.4,219,SW,1008.0,29.76,0.0,0.0,22,25,24.3,75.7,25.5,77.9,24.3,75.7,2.2,36.0,0,0,0,0,10.0,6.0,10.3,16.6,7.0 +20,1649811600,2022-04-12 20:00,24.1,75.4,0,{},9.4,15.1,204,SSW,1009.0,29.79,0.0,0.0,25,13,23.7,74.7,24.1,75.4,23.7,74.7,2.8,37.0,0,0,0,0,10.0,6.0,10.7,17.3,1.0 +21,1649815200,2022-04-12 21:00,23.1,73.6,0,{},7.8,12.6,203,SSW,1010.0,29.83,0.0,0.0,28,3,23.5,74.3,23.1,73.6,23.5,74.3,3.4,38.1,0,0,0,0,10.0,6.0,8.9,14.4,1.0 +22,1649818800,2022-04-12 22:00,22.3,72.1,0,{},5.8,9.4,217,SW,1011.0,29.87,0.0,0.0,29,2,23.3,73.9,22.3,72.1,23.3,73.9,3.6,38.5,0,0,0,0,10.0,6.0,6.7,10.8,1.0 +23,1649822400,2022-04-12 23:00,21.8,71.2,0,{},4.9,7.9,209,SSW,1013.0,29.9,0.0,0.0,31,2,21.8,71.2,21.8,71.2,23.2,73.8,3.7,38.7,0,0,0,0,10.0,6.0,5.6,9.0,1.0 diff --git a/Climas_Ciudades_API/NY_Clima.csv b/Climas_Ciudades_API/NY_Clima.csv new file mode 100644 index 0000000..2557142 --- /dev/null +++ b/Climas_Ciudades_API/NY_Clima.csv @@ -0,0 +1,73 @@ +,time_epoch,time,temp_c,temp_f,is_day,condition,wind_mph,wind_kph,wind_degree,wind_dir,pressure_mb,pressure_in,precip_mm,precip_in,humidity,cloud,feelslike_c,feelslike_f,windchill_c,windchill_f,heatindex_c,heatindex_f,dewpoint_c,dewpoint_f,will_it_rain,chance_of_rain,will_it_snow,chance_of_snow,vis_km,vis_miles,gust_mph,gust_kph,uv +0,1649563200,2022-04-10 00:00,9.3,48.7,0,{},10.5,16.9,301,WNW,1005.0,29.69,0.0,0.0,61,75,6.8,44.2,6.8,44.2,9.3,48.7,2.3,36.1,0,0,0,0,10.0,6.0,14.3,23.0,1.0 +1,1649566800,2022-04-10 01:00,8.0,46.4,0,{},11.9,19.1,312,NW,1006.0,29.7,0.0,0.0,71,100,5.0,41.0,5.0,41.0,8.0,46.4,3.0,37.4,0,0,0,0,10.0,6.0,15.2,24.5,1.0 +2,1649570400,2022-04-10 02:00,8.0,46.4,0,{},10.3,16.6,318,NW,1005.0,29.69,0.2,0.01,63,53,5.2,41.4,5.2,41.4,8.0,46.4,1.3,34.3,1,81,0,0,10.0,6.0,13.6,22.0,1.0 +3,1649574000,2022-04-10 03:00,8.1,46.6,0,{},10.3,16.6,322,NW,1005.0,29.68,0.0,0.0,60,48,5.4,41.7,5.4,41.7,8.1,46.6,0.9,33.6,0,0,0,0,10.0,6.0,13.9,22.3,1.0 +4,1649577600,2022-04-10 04:00,7.6,45.7,0,{},12.3,19.8,316,NW,1005.0,29.69,0.0,0.0,63,82,4.4,39.9,4.4,39.9,7.6,45.7,1.0,33.8,0,0,0,0,10.0,6.0,16.1,25.9,1.0 +5,1649581200,2022-04-10 05:00,6.6,43.9,0,{},13.6,22.0,313,NW,1006.0,29.7,0.0,0.0,61,50,2.9,37.2,2.9,37.2,6.6,43.9,-0.4,31.3,0,0,0,0,10.0,6.0,17.4,28.1,1.0 +6,1649584800,2022-04-10 06:00,5.6,42.1,0,{},13.2,21.2,311,NW,1006.0,29.72,0.0,0.0,64,26,1.7,35.1,1.7,35.1,5.6,42.1,-0.6,30.9,0,0,0,0,10.0,6.0,16.8,27.0,1.0 +7,1649588400,2022-04-10 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13:00,8.9,48.0,1,{},16.8,27.0,307,NW,1008.0,29.78,0.0,0.0,39,100,5.4,41.7,5.4,41.7,8.9,48.0,-4.1,24.6,0,0,0,0,10.0,6.0,19.2,31.0,2.0 +14,1649613600,2022-04-10 14:00,9.3,48.7,1,{},15.7,25.2,308,NW,1008.0,29.78,0.0,0.0,39,100,6.0,42.8,6.0,42.8,9.3,48.7,-4.0,24.8,0,0,0,0,10.0,6.0,18.1,29.2,2.0 +15,1649617200,2022-04-10 15:00,9.8,49.6,1,{},15.4,24.8,307,NW,1008.0,29.78,0.0,0.0,39,82,6.7,44.1,6.7,44.1,9.8,49.6,-3.6,25.5,0,0,0,0,10.0,6.0,17.7,28.4,2.0 +16,1649620800,2022-04-10 16:00,9.8,49.6,1,{},16.3,26.3,310,NW,1009.0,29.79,0.0,0.0,39,79,6.6,43.9,6.6,43.9,9.8,49.6,-3.3,26.1,0,0,0,0,10.0,6.0,18.8,30.2,2.0 +17,1649624400,2022-04-10 17:00,10.9,51.6,1,{},15.7,25.2,309,NW,1009.0,29.78,0.0,0.0,37,43,8.1,46.6,8.1,46.6,10.9,51.6,-3.2,26.2,0,0,0,0,10.0,6.0,18.1,29.2,4.0 +18,1649628000,2022-04-10 18:00,10.9,51.6,1,{},15.9,25.6,309,NW,1009.0,29.8,0.0,0.0,39,44,8.1,46.6,8.1,46.6,10.9,51.6,-2.5,27.5,0,0,0,0,10.0,6.0,18.3,29.5,4.0 +19,1649631600,2022-04-10 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19:00,14.6,58.3,1,{},6.3,10.1,194,SSW,1016.0,30.0,0.0,0.0,45,91,14.1,57.4,14.1,57.4,14.6,58.3,3.0,37.4,0,0,0,0,10.0,6.0,8.7,14.0,3.0 +20,1649721600,2022-04-11 20:00,14.2,57.6,0,{},4.9,7.9,176,S,1016.0,29.99,0.0,0.0,47,61,13.9,57.0,13.9,57.0,14.2,57.6,3.2,37.8,0,0,0,0,10.0,6.0,7.6,12.2,1.0 +21,1649725200,2022-04-11 21:00,14.5,58.1,0,{},8.9,14.4,214,SW,1016.0,30.01,0.0,0.0,51,88,13.5,56.3,13.5,56.3,14.5,58.1,4.5,40.1,0,0,0,0,10.0,6.0,13.4,21.6,1.0 +22,1649728800,2022-04-11 22:00,13.7,56.7,0,{},10.3,16.6,220,SW,1016.0,30.0,0.0,0.0,61,100,12.3,54.1,12.3,54.1,13.7,56.7,6.2,43.2,0,0,0,0,10.0,6.0,14.8,23.8,1.0 +23,1649732400,2022-04-11 23:00,12.8,55.0,0,{},8.7,14.0,216,SW,1016.0,29.99,0.1,0.0,60,100,11.5,52.7,11.5,52.7,12.8,55.0,5.3,41.5,1,71,0,0,10.0,6.0,12.8,20.5,1.0 +0,1649736000,2022-04-12 00:00,12.0,53.6,0,{},7.6,12.2,201,SSW,1015.0,29.97,0.1,0.0,65,94,10.7,51.3,10.7,51.3,12.0,53.6,5.6,42.1,1,75,0,0,10.0,6.0,11.0,17.6,1.0 +1,1649739600,2022-04-12 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07:00,11.5,52.7,1,{},7.6,12.2,230,SW,1012.0,29.9,0.0,0.0,76,100,10.1,50.2,10.1,50.2,11.5,52.7,7.4,45.3,0,0,0,0,10.0,6.0,12.8,20.5,3.0 +8,1649764800,2022-04-12 08:00,11.9,53.4,1,{},8.3,13.3,249,WSW,1013.0,29.91,0.2,0.01,78,100,10.4,50.7,10.4,50.7,11.9,53.4,8.2,46.8,1,84,0,0,2.0,1.0,13.4,21.6,3.0 +9,1649768400,2022-04-12 09:00,12.1,53.8,1,{},10.3,16.6,252,WSW,1014.0,29.93,0.1,0.0,82,91,10.3,50.5,10.3,50.5,12.1,53.8,9.2,48.6,0,69,0,0,10.0,6.0,16.1,25.9,3.0 +10,1649772000,2022-04-12 10:00,13.6,56.5,1,{},11.6,18.7,281,WNW,1014.0,29.94,0.1,0.0,78,71,12.0,53.6,12.0,53.6,13.6,56.5,9.8,49.6,1,87,0,0,10.0,6.0,16.6,26.6,3.0 +11,1649775600,2022-04-12 11:00,16.5,61.7,1,{},15.4,24.8,314,NW,1015.0,29.96,0.1,0.0,56,73,16.5,61.7,16.5,61.7,16.5,61.7,7.8,46.0,1,72,0,0,10.0,6.0,17.7,28.4,4.0 +12,1649779200,2022-04-12 12:00,18.0,64.4,1,{},15.4,24.8,312,NW,1015.0,29.97,0.0,0.0,50,13,18.0,64.4,18.0,64.4,18.0,64.4,7.4,45.3,0,0,0,0,10.0,6.0,17.7,28.4,5.0 +13,1649782800,2022-04-12 13:00,20.3,68.5,1,{},16.6,26.6,308,NW,1016.0,29.99,0.0,0.0,47,0,20.3,68.5,20.3,68.5,20.3,68.5,8.5,47.3,0,0,0,0,10.0,6.0,19.0,30.6,6.0 +14,1649786400,2022-04-12 14:00,20.6,69.1,1,{},16.1,25.9,320,NW,1016.0,30.01,0.1,0.0,42,85,20.6,69.1,20.6,69.1,20.6,69.1,7.3,45.1,1,80,0,0,10.0,6.0,18.6,29.9,5.0 +15,1649790000,2022-04-12 15:00,21.6,70.9,1,{},16.6,26.6,322,NW,1017.0,30.02,0.0,0.0,36,0,21.6,70.9,21.6,70.9,23.6,74.5,5.8,42.4,0,0,0,0,10.0,6.0,19.0,30.6,6.0 +16,1649793600,2022-04-12 16:00,21.7,71.1,1,{},15.0,24.1,322,NW,1016.0,30.01,0.0,0.0,33,0,21.7,71.1,21.7,71.1,23.5,74.3,5.0,41.0,0,0,0,0,10.0,6.0,17.2,27.7,6.0 +17,1649797200,2022-04-12 17:00,21.7,71.1,1,{},13.6,22.0,324,NW,1017.0,30.03,0.0,0.0,33,0,21.7,71.1,21.7,71.1,23.4,74.1,4.7,40.5,0,0,0,0,10.0,6.0,15.7,25.2,6.0 +18,1649800800,2022-04-12 18:00,21.2,70.2,1,{},12.8,20.5,326,NNW,1018.0,30.05,0.0,0.0,33,6,21.2,70.2,21.2,70.2,23.3,73.9,4.2,39.6,0,0,0,0,10.0,6.0,14.8,23.8,6.0 +19,1649804400,2022-04-12 19:00,18.2,64.8,1,{},9.6,15.5,332,NNW,1018.0,30.07,0.0,0.0,34,22,18.2,64.8,18.2,64.8,18.2,64.8,2.2,36.0,0,0,0,0,10.0,6.0,13.4,21.6,5.0 +20,1649808000,2022-04-12 20:00,16.8,62.2,0,{},8.1,13.0,339,NNW,1019.0,30.09,0.0,0.0,38,83,16.8,62.2,16.8,62.2,16.8,62.2,2.4,36.3,0,0,0,0,10.0,6.0,12.8,20.5,1.0 +21,1649811600,2022-04-12 21:00,16.1,61.0,0,{},6.9,11.2,340,NNW,1020.0,30.12,0.0,0.0,40,15,16.1,61.0,16.1,61.0,16.1,61.0,2.6,36.7,0,0,0,0,10.0,6.0,10.7,17.3,1.0 +22,1649815200,2022-04-12 22:00,15.3,59.5,0,{},5.1,8.3,338,NNW,1021.0,30.14,0.0,0.0,43,0,15.3,59.5,15.3,59.5,15.3,59.5,2.7,36.9,0,0,0,0,10.0,6.0,8.3,13.3,1.0 +23,1649818800,2022-04-12 23:00,14.6,58.3,0,{},3.6,5.8,340,NNW,1021.0,30.14,0.0,0.0,45,22,14.8,58.6,14.8,58.6,14.6,58.3,2.9,37.2,0,0,0,0,10.0,6.0,6.0,9.7,1.0 diff --git a/Climas_Ciudades_API/Philadelphia_Clima.csv b/Climas_Ciudades_API/Philadelphia_Clima.csv new file mode 100644 index 0000000..579ebcc --- /dev/null +++ b/Climas_Ciudades_API/Philadelphia_Clima.csv @@ -0,0 +1,73 @@ +,time_epoch,time,temp_c,temp_f,is_day,condition,wind_mph,wind_kph,wind_degree,wind_dir,pressure_mb,pressure_in,precip_mm,precip_in,humidity,cloud,feelslike_c,feelslike_f,windchill_c,windchill_f,heatindex_c,heatindex_f,dewpoint_c,dewpoint_f,will_it_rain,chance_of_rain,will_it_snow,chance_of_snow,vis_km,vis_miles,gust_mph,gust_kph,uv +0,1649563200,2022-04-10 00:00,8.6,47.5,0,{},8.7,14.0,296,WNW,1006.0,29.71,0.0,0.0,59,44,6.3,43.3,6.3,43.3,8.6,47.5,1.1,34.0,0,0,0,0,10.0,6.0,12.8,20.5,1.0 +1,1649566800,2022-04-10 01:00,7.8,46.0,0,{},8.7,14.0,314,NW,1007.0,29.72,0.0,0.0,64,32,5.3,41.5,5.3,41.5,7.8,46.0,1.5,34.7,0,0,0,0,10.0,6.0,12.3,19.8,1.0 +2,1649570400,2022-04-10 02:00,7.0,44.6,0,{},7.8,12.6,332,NNW,1007.0,29.72,0.0,0.0,74,41,4.6,40.3,4.6,40.3,7.0,44.6,2.7,36.9,0,0,0,0,10.0,6.0,11.0,17.6,1.0 +3,1649574000,2022-04-10 03:00,6.6,43.9,0,{},7.8,12.6,325,NW,1007.0,29.74,0.1,0.0,78,55,4.1,39.4,4.1,39.4,6.6,43.9,3.0,37.4,0,65,0,0,10.0,6.0,11.0,17.6,1.0 +4,1649577600,2022-04-10 04:00,6.4,43.5,0,{},9.8,15.8,314,NW,1007.0,29.75,0.0,0.0,76,70,3.4,38.1,3.4,38.1,6.4,43.5,2.4,36.3,0,0,0,0,10.0,6.0,13.6,22.0,1.0 +5,1649581200,2022-04-10 05:00,5.6,42.1,0,{},10.7,17.3,306,NW,1008.0,29.77,0.1,0.0,71,73,2.2,36.0,2.2,36.0,5.6,42.1,0.8,33.4,1,84,0,0,10.0,6.0,14.8,23.8,1.0 +6,1649584800,2022-04-10 06:00,4.7,40.5,0,{},10.3,16.6,301,WNW,1009.0,29.79,0.0,0.0,66,17,1.1,34.0,1.1,34.0,4.7,40.5,-1.2,29.8,0,0,0,0,10.0,6.0,14.1,22.7,1.0 +7,1649588400,2022-04-10 07:00,4.1,39.4,1,{},10.5,16.9,298,WNW,1009.0,29.81,0.0,0.0,63,9,0.4,32.7,0.4,32.7,4.1,39.4,-2.4,27.7,0,0,0,0,10.0,6.0,14.1,22.7,2.0 +8,1649592000,2022-04-10 08:00,4.4,39.9,1,{},11.9,19.1,302,WNW,1010.0,29.83,0.1,0.0,59,84,0.4,32.7,0.4,32.7,4.4,39.9,-2.8,27.0,1,78,0,0,10.0,6.0,14.5,23.4,1.0 +9,1649595600,2022-04-10 09:00,5.5,41.9,1,{},12.1,19.4,304,NW,1010.0,29.84,0.0,0.0,55,11,1.8,35.2,1.8,35.2,5.5,41.9,-2.9,26.8,0,0,0,0,10.0,6.0,13.9,22.3,3.0 +10,1649599200,2022-04-10 10:00,6.7,44.1,1,{},12.1,19.4,303,WNW,1011.0,29.85,0.0,0.0,49,42,3.3,37.9,3.3,37.9,6.7,44.1,-3.1,26.4,0,0,0,0,10.0,6.0,13.9,22.3,3.0 +11,1649602800,2022-04-10 11:00,8.4,47.1,1,{},12.5,20.2,300,WNW,1011.0,29.85,0.0,0.0,44,100,5.3,41.5,5.3,41.5,8.4,47.1,-3.0,26.6,0,0,0,0,10.0,6.0,14.3,23.0,2.0 +12,1649606400,2022-04-10 12:00,8.9,48.0,1,{},13.9,22.3,298,WNW,1011.0,29.85,0.0,0.0,43,86,5.8,42.4,5.8,42.4,8.9,48.0,-3.0,26.6,0,0,0,0,10.0,6.0,15.9,25.6,2.0 +13,1649610000,2022-04-10 13:00,8.4,47.1,1,{},13.4,21.6,294,WNW,1011.0,29.85,0.0,0.0,44,100,5.2,41.4,5.2,41.4,8.4,47.1,-3.0,26.6,0,0,0,0,10.0,6.0,15.4,24.8,2.0 +14,1649613600,2022-04-10 14:00,9.1,48.4,1,{},13.9,22.3,291,WNW,1011.0,29.85,0.0,0.0,43,100,6.0,42.8,6.0,42.8,9.1,48.4,-2.6,27.3,0,0,0,0,10.0,6.0,15.9,25.6,2.0 +15,1649617200,2022-04-10 15:00,10.1,50.2,1,{},14.5,23.4,289,WNW,1011.0,29.85,0.0,0.0,43,100,7.2,45.0,7.2,45.0,10.1,50.2,-1.9,28.6,0,0,0,0,10.0,6.0,16.8,27.0,3.0 +16,1649620800,2022-04-10 16:00,10.7,51.3,1,{},13.9,22.3,295,WNW,1011.0,29.84,0.0,0.0,41,47,8.1,46.6,8.1,46.6,10.7,51.3,-2.1,28.2,0,0,0,0,10.0,6.0,15.9,25.6,4.0 +17,1649624400,2022-04-10 17:00,11.1,52.0,1,{},13.6,22.0,294,WNW,1011.0,29.85,0.0,0.0,40,53,8.6,47.5,8.6,47.5,11.1,52.0,-1.9,28.6,0,0,0,0,10.0,6.0,15.7,25.2,4.0 +18,1649628000,2022-04-10 18:00,11.2,52.2,1,{},12.5,20.2,295,WNW,1012.0,29.87,0.0,0.0,42,31,8.9,48.0,8.9,48.0,11.2,52.2,-1.1,30.0,0,0,0,0,10.0,6.0,14.3,23.0,4.0 +19,1649631600,2022-04-10 19:00,9.3,48.7,1,{},11.4,18.4,296,WNW,1012.0,29.89,0.0,0.0,46,27,6.7,44.1,6.7,44.1,9.3,48.7,-1.7,28.9,0,0,0,0,10.0,6.0,15.4,24.8,3.0 +20,1649635200,2022-04-10 20:00,8.3,46.9,0,{},10.7,17.3,302,WNW,1014.0,29.93,0.0,0.0,48,21,5.5,41.9,5.5,41.9,8.3,46.9,-1.9,28.6,0,0,0,0,10.0,6.0,15.9,25.6,1.0 +21,1649638800,2022-04-10 21:00,7.8,46.0,0,{},9.8,15.8,310,NW,1015.0,29.97,0.0,0.0,50,10,5.1,41.2,5.1,41.2,7.8,46.0,-2.0,28.4,0,0,0,0,10.0,6.0,14.5,23.4,1.0 +22,1649642400,2022-04-10 22:00,7.0,44.6,0,{},9.4,15.1,316,NW,1016.0,29.99,0.0,0.0,52,5,4.2,39.6,4.2,39.6,7.0,44.6,-2.2,28.0,0,0,0,0,10.0,6.0,13.9,22.3,1.0 +23,1649646000,2022-04-10 23:00,6.5,43.7,0,{},8.5,13.7,312,NW,1016.0,30.0,0.0,0.0,53,2,3.8,38.8,3.8,38.8,6.5,43.7,-2.4,27.7,0,0,0,0,10.0,6.0,12.1,19.4,1.0 +0,1649649600,2022-04-11 00:00,5.8,42.4,0,{},8.3,13.3,311,NW,1017.0,30.02,0.0,0.0,55,0,3.0,37.4,3.0,37.4,5.8,42.4,-2.6,27.3,0,0,0,0,10.0,6.0,12.5,20.2,1.0 +1,1649653200,2022-04-11 01:00,5.4,41.7,0,{},7.6,12.2,304,NW,1017.0,30.04,0.0,0.0,57,0,2.7,36.9,2.7,36.9,5.4,41.7,-2.4,27.7,0,0,0,0,10.0,6.0,11.4,18.4,1.0 +2,1649656800,2022-04-11 02:00,5.0,41.0,0,{},7.2,11.5,299,WNW,1018.0,30.05,0.0,0.0,60,0,2.4,36.3,2.4,36.3,5.0,41.0,-2.1,28.2,0,0,0,0,10.0,6.0,11.0,17.6,1.0 +3,1649660400,2022-04-11 03:00,4.6,40.3,0,{},6.7,10.8,298,WNW,1018.0,30.06,0.0,0.0,62,0,2.0,35.6,2.0,35.6,4.6,40.3,-2.0,28.4,0,0,0,0,10.0,6.0,10.5,16.9,1.0 +4,1649664000,2022-04-11 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22:00,12.0,53.6,0,{},6.3,10.1,177,S,1017.0,30.02,0.0,0.0,68,75,11.0,51.8,11.0,51.8,12.0,53.6,6.2,43.2,0,0,0,0,10.0,6.0,8.7,14.0,1.0 +23,1649732400,2022-04-11 23:00,11.7,53.1,0,{},7.2,11.5,175,S,1016.0,29.99,0.0,0.0,70,83,10.4,50.7,10.4,50.7,11.7,53.1,6.4,43.5,0,0,0,0,10.0,6.0,10.3,16.6,1.0 +0,1649736000,2022-04-12 00:00,11.5,52.7,0,{},6.5,10.4,188,S,1015.0,29.97,0.0,0.0,70,45,10.4,50.7,10.4,50.7,11.5,52.7,6.2,43.2,0,0,0,0,10.0,6.0,9.8,15.8,1.0 +1,1649739600,2022-04-12 01:00,11.4,52.5,0,{},4.5,7.2,212,SSW,1015.0,29.96,0.0,0.0,72,79,10.8,51.4,10.8,51.4,11.4,52.5,6.5,43.7,0,0,0,0,10.0,6.0,6.9,11.2,1.0 +2,1649743200,2022-04-12 02:00,11.3,52.3,0,{},4.5,7.2,202,SSW,1014.0,29.94,0.0,0.0,74,86,10.7,51.3,10.7,51.3,11.3,52.3,6.8,44.2,0,0,0,0,10.0,6.0,7.2,11.5,1.0 +3,1649746800,2022-04-12 03:00,11.2,52.2,0,{},4.0,6.5,193,SSW,1013.0,29.92,0.0,0.0,76,82,10.7,51.3,10.7,51.3,11.2,52.2,7.0,44.6,0,0,0,0,10.0,6.0,7.2,11.5,1.0 +4,1649750400,2022-04-12 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10:00,15.6,60.1,1,{},10.7,17.3,281,WNW,1016.0,29.99,0.0,0.0,80,77,15.6,60.1,15.6,60.1,15.6,60.1,12.1,53.8,0,0,0,0,10.0,6.0,13.9,22.3,4.0 +11,1649775600,2022-04-12 11:00,15.7,60.3,1,{},10.1,16.2,305,NW,1016.0,30.01,0.0,0.0,77,79,15.7,60.3,15.7,60.3,15.7,60.3,11.7,53.1,0,0,0,0,10.0,6.0,12.8,20.5,4.0 +12,1649779200,2022-04-12 12:00,17.0,62.6,1,{},10.7,17.3,318,NW,1017.0,30.02,0.0,0.0,62,69,17.0,62.6,17.0,62.6,17.0,62.6,9.8,49.6,0,0,0,0,10.0,6.0,12.3,19.8,4.0 +13,1649782800,2022-04-12 13:00,18.7,65.7,1,{},11.2,18.0,314,NW,1017.0,30.03,0.0,0.0,52,15,18.7,65.7,18.7,65.7,18.7,65.7,8.5,47.3,0,0,0,0,10.0,6.0,13.0,20.9,5.0 +14,1649786400,2022-04-12 14:00,19.7,67.5,1,{},11.2,18.0,312,NW,1017.0,30.03,0.0,0.0,46,4,19.7,67.5,19.7,67.5,19.7,67.5,7.8,46.0,0,0,0,0,10.0,6.0,13.0,20.9,5.0 +15,1649790000,2022-04-12 15:00,22.7,72.9,1,{},12.1,19.4,313,NW,1017.0,30.04,0.0,0.0,43,0,24.4,75.9,22.7,72.9,24.4,75.9,9.6,49.3,0,0,0,0,10.0,6.0,13.9,22.3,6.0 +16,1649793600,2022-04-12 16:00,20.4,68.7,1,{},10.7,17.3,314,NW,1018.0,30.05,0.0,0.0,40,0,20.4,68.7,20.4,68.7,20.4,68.7,6.5,43.7,0,0,0,0,10.0,6.0,12.3,19.8,6.0 +17,1649797200,2022-04-12 17:00,21.2,70.2,1,{},9.2,14.8,311,NW,1018.0,30.05,0.0,0.0,38,0,21.2,70.2,21.2,70.2,23.7,74.7,6.3,43.3,0,0,0,0,10.0,6.0,10.5,16.9,6.0 +18,1649800800,2022-04-12 18:00,21.3,70.3,1,{},8.3,13.3,307,NW,1018.0,30.07,0.0,0.0,38,0,21.3,70.3,21.3,70.3,23.8,74.8,6.6,43.9,0,0,0,0,10.0,6.0,9.6,15.5,6.0 +19,1649804400,2022-04-12 19:00,20.7,69.3,1,{},6.0,9.7,298,WNW,1019.0,30.09,0.0,0.0,44,0,20.7,69.3,20.7,69.3,20.7,69.3,7.9,46.2,0,0,0,0,10.0,6.0,6.9,11.2,6.0 +20,1649808000,2022-04-12 20:00,15.9,60.6,0,{},4.3,6.8,284,WNW,1019.0,30.1,0.0,0.0,50,2,15.9,60.6,15.9,60.6,15.9,60.6,5.6,42.1,0,0,0,0,10.0,6.0,8.3,13.3,1.0 +21,1649811600,2022-04-12 21:00,15.1,59.2,0,{},4.3,6.8,305,NW,1020.0,30.13,0.0,0.0,54,0,15.1,59.2,15.1,59.2,15.1,59.2,5.8,42.4,0,0,0,0,10.0,6.0,8.5,13.7,1.0 +22,1649815200,2022-04-12 22:00,14.3,57.7,0,{},3.8,6.1,320,NW,1021.0,30.14,0.0,0.0,55,7,14.4,57.9,14.4,57.9,14.3,57.7,5.5,41.9,0,0,0,0,10.0,6.0,7.8,12.6,1.0 +23,1649818800,2022-04-12 23:00,13.7,56.7,0,{},3.1,5.0,347,NNW,1021.0,30.14,0.0,0.0,57,17,13.9,57.0,13.9,57.0,13.7,56.7,5.2,41.4,0,0,0,0,10.0,6.0,6.5,10.4,1.0 diff --git a/Climas_Ciudades_API/Phoenix_Clima.csv b/Climas_Ciudades_API/Phoenix_Clima.csv new file mode 100644 index 0000000..492f1e8 --- /dev/null +++ b/Climas_Ciudades_API/Phoenix_Clima.csv @@ -0,0 +1,73 @@ +,time_epoch,time,temp_c,temp_f,is_day,condition,wind_mph,wind_kph,wind_degree,wind_dir,pressure_mb,pressure_in,precip_mm,precip_in,humidity,cloud,feelslike_c,feelslike_f,windchill_c,windchill_f,heatindex_c,heatindex_f,dewpoint_c,dewpoint_f,will_it_rain,chance_of_rain,will_it_snow,chance_of_snow,vis_km,vis_miles,gust_mph,gust_kph,uv +0,1649574000,2022-04-10 00:00,25.6,78.1,0,{},11.9,19.1,238,WSW,1004.0,29.64,0.0,0.0,14,0,24.2,75.6,25.6,78.1,24.2,75.6,-3.6,25.5,0,0,0,0,10.0,6.0,19.7,31.7,1.0 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19:00,25.5,77.9,0,{},19.2,31.0,278,W,1007.0,29.75,0.0,0.0,9,0,24.1,75.4,25.5,77.9,24.1,75.4,-10.3,13.5,0,0,0,0,10.0,6.0,22.1,35.6,1.0 +20,1649818800,2022-04-12 20:00,21.4,70.5,0,{},18.1,29.2,285,WNW,1008.0,29.77,0.0,0.0,7,0,21.4,70.5,21.4,70.5,21.8,71.2,-15.9,3.4,0,0,0,0,10.0,6.0,21.3,34.2,1.0 +21,1649822400,2022-04-12 21:00,20.2,68.4,0,{},17.2,27.7,295,WNW,1009.0,29.8,0.0,0.0,7,0,20.2,68.4,20.2,68.4,20.2,68.4,-17.0,1.4,0,0,0,0,10.0,6.0,21.3,34.2,1.0 +22,1649826000,2022-04-12 22:00,19.2,66.6,0,{},15.7,25.2,316,NW,1011.0,29.85,0.0,0.0,7,0,19.2,66.6,19.2,66.6,19.2,66.6,-17.5,0.5,0,0,0,0,10.0,6.0,20.8,33.5,1.0 +23,1649829600,2022-04-12 23:00,18.5,65.3,0,{},12.3,19.8,334,NNW,1012.0,29.88,0.0,0.0,7,1,18.5,65.3,18.5,65.3,18.5,65.3,-17.9,-0.2,0,0,0,0,10.0,6.0,16.8,27.0,1.0 diff --git a/Climas_Ciudades_API/Pittsburgh_Clima.csv b/Climas_Ciudades_API/Pittsburgh_Clima.csv new file mode 100644 index 0000000..795f535 --- /dev/null +++ b/Climas_Ciudades_API/Pittsburgh_Clima.csv @@ -0,0 +1,73 @@ 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10:00,3.3,37.9,1,{},11.2,18.0,293,WNW,1016.0,30.01,0.0,0.0,69,100,-0.8,30.6,-0.8,30.6,3.3,37.9,-1.8,28.8,0,0,0,0,10.0,6.0,13.0,20.9,1.0 +11,1649602800,2022-04-10 11:00,3.8,38.8,1,{},11.4,18.4,296,WNW,1017.0,30.02,0.0,0.0,65,100,-0.2,31.6,-0.2,31.6,3.8,38.8,-2.2,28.0,0,0,0,0,10.0,6.0,13.2,21.2,1.0 +12,1649606400,2022-04-10 12:00,4.1,39.4,1,{},10.1,16.2,297,WNW,1017.0,30.03,0.0,0.0,65,100,0.4,32.7,0.4,32.7,4.1,39.4,-2.0,28.4,0,0,0,0,10.0,6.0,11.6,18.7,1.0 +13,1649610000,2022-04-10 13:00,5.4,41.7,1,{},10.1,16.2,295,WNW,1017.0,30.02,0.0,0.0,58,100,2.1,35.8,2.1,35.8,5.4,41.7,-2.2,28.0,0,0,0,0,10.0,6.0,11.6,18.7,2.0 +14,1649613600,2022-04-10 14:00,7.3,45.1,1,{},8.9,14.4,299,WNW,1016.0,30.01,0.0,0.0,51,60,4.7,40.5,4.7,40.5,7.3,45.1,-2.3,27.9,0,0,0,0,10.0,6.0,10.3,16.6,3.0 +15,1649617200,2022-04-10 15:00,9.8,49.6,1,{},8.9,14.4,302,WNW,1015.0,29.98,0.0,0.0,44,68,7.7,45.9,7.7,45.9,9.8,49.6,-2.0,28.4,0,0,0,0,10.0,6.0,10.3,16.6,2.0 +16,1649620800,2022-04-10 16:00,11.3,52.3,1,{},11.4,18.4,298,WNW,1015.0,29.97,0.0,0.0,41,46,9.2,48.6,9.2,48.6,11.3,52.3,-1.4,29.5,0,0,0,0,10.0,6.0,13.2,21.2,4.0 +17,1649624400,2022-04-10 17:00,12.0,53.6,1,{},11.2,18.0,301,WNW,1015.0,29.97,0.0,0.0,42,15,10.1,50.2,10.1,50.2,12.0,53.6,-0.6,30.9,0,0,0,0,10.0,6.0,13.0,20.9,4.0 +18,1649628000,2022-04-10 18:00,13.4,56.1,1,{},9.2,14.8,304,NW,1016.0,29.99,0.0,0.0,46,1,12.1,53.8,12.1,53.8,13.4,56.1,1.9,35.4,0,0,0,0,10.0,6.0,10.5,16.9,4.0 +19,1649631600,2022-04-10 19:00,9.6,49.3,1,{},6.5,10.4,308,NW,1016.0,30.0,0.0,0.0,53,0,8.1,46.6,8.1,46.6,9.6,49.3,0.4,32.7,0,0,0,0,10.0,6.0,8.1,13.0,3.0 +20,1649635200,2022-04-10 20:00,6.3,43.3,0,{},3.6,5.8,318,NW,1017.0,30.02,0.0,0.0,64,0,5.3,41.5,5.3,41.5,6.3,43.3,0.0,32.0,0,0,0,0,10.0,6.0,6.9,11.2,1.0 +21,1649638800,2022-04-10 21:00,4.6,40.3,0,{},2.9,4.7,345,NNW,1018.0,30.05,0.0,0.0,68,17,3.8,38.8,3.8,38.8,4.6,40.3,-0.7,30.7,0,0,0,0,10.0,6.0,6.0,9.7,1.0 +22,1649642400,2022-04-10 22:00,4.0,39.2,0,{},1.6,2.5,2,N,1018.0,30.05,0.0,0.0,70,0,4.0,39.2,4.0,39.2,4.0,39.2,-0.9,30.4,0,0,0,0,10.0,6.0,3.4,5.4,1.0 +23,1649646000,2022-04-10 23:00,3.2,37.8,0,{},2.0,3.2,64,ENE,1018.0,30.06,0.0,0.0,73,21,2.9,37.2,2.9,37.2,3.2,37.8,-1.1,30.0,0,0,0,0,10.0,6.0,4.3,6.8,1.0 +0,1649649600,2022-04-11 00:00,2.6,36.7,0,{},2.5,4.0,93,E,1018.0,30.07,0.0,0.0,75,12,1.8,35.2,1.8,35.2,2.6,36.7,-1.3,29.7,0,0,0,0,10.0,6.0,5.1,8.3,1.0 +1,1649653200,2022-04-11 01:00,2.5,36.5,0,{},2.9,4.7,117,ESE,1019.0,30.09,0.0,0.0,76,6,1.4,34.5,1.4,34.5,2.5,36.5,-1.3,29.7,0,0,0,0,10.0,6.0,6.0,9.7,1.0 +2,1649656800,2022-04-11 02:00,2.2,36.0,0,{},3.6,5.8,123,ESE,1019.0,30.09,0.0,0.0,78,7,0.6,33.1,0.6,33.1,2.2,36.0,-1.3,29.7,0,0,0,0,10.0,6.0,7.6,12.2,1.0 +3,1649660400,2022-04-11 03:00,1.9,35.4,0,{},4.0,6.5,113,ESE,1018.0,30.07,0.0,0.0,79,14,0.0,32.0,0.0,32.0,1.9,35.4,-1.3,29.7,0,0,0,0,10.0,6.0,8.5,13.7,1.0 +4,1649664000,2022-04-11 04:00,1.9,35.4,0,{},4.5,7.2,132,SE,1018.0,30.06,0.0,0.0,80,18,-0.3,31.5,-0.3,31.5,1.9,35.4,-1.2,29.8,0,0,0,0,10.0,6.0,9.4,15.1,1.0 +5,1649667600,2022-04-11 05:00,2.0,35.6,0,{},4.3,6.8,131,SE,1017.0,30.04,0.0,0.0,80,31,0.0,32.0,0.0,32.0,2.0,35.6,-1.1,30.0,0,0,0,0,10.0,6.0,8.9,14.4,1.0 +6,1649671200,2022-04-11 06:00,2.2,36.0,0,{},4.5,7.2,136,SE,1017.0,30.03,0.0,0.0,79,33,0.1,32.2,0.1,32.2,2.2,36.0,-1.0,30.2,0,0,0,0,10.0,6.0,9.4,15.1,1.0 +7,1649674800,2022-04-11 07:00,2.7,36.9,1,{},4.3,6.8,145,SE,1017.0,30.02,0.0,0.0,77,41,0.8,33.4,0.8,33.4,2.7,36.9,-0.8,30.6,0,0,0,0,10.0,6.0,8.9,14.4,2.0 +8,1649678400,2022-04-11 08:00,5.4,41.7,1,{},4.7,7.6,151,SSE,1016.0,30.01,0.0,0.0,70,51,3.7,38.7,3.7,38.7,5.4,41.7,0.3,32.5,0,0,0,0,10.0,6.0,8.7,14.0,3.0 +9,1649682000,2022-04-11 09:00,6.6,43.9,1,{},6.0,9.7,164,SSE,1016.0,30.0,0.0,0.0,67,76,4.6,40.3,4.6,40.3,6.6,43.9,0.9,33.6,0,0,0,0,10.0,6.0,10.7,17.3,2.0 +10,1649685600,2022-04-11 10:00,7.8,46.0,1,{},6.7,10.8,183,S,1016.0,30.0,0.0,0.0,71,100,5.9,42.6,5.9,42.6,7.8,46.0,2.8,37.0,0,0,0,0,10.0,6.0,10.7,17.3,2.0 +11,1649689200,2022-04-11 11:00,10.9,51.6,1,{},7.4,11.9,192,SSW,1015.0,29.98,0.1,0.0,75,100,9.4,48.9,9.4,48.9,10.9,51.6,6.6,43.9,0,61,0,0,10.0,6.0,9.4,15.1,3.0 +12,1649692800,2022-04-11 12:00,12.2,54.0,1,{},8.3,13.3,204,SSW,1015.0,29.96,0.0,0.0,78,100,10.8,51.4,10.8,51.4,12.2,54.0,8.5,47.3,0,0,0,0,10.0,6.0,10.3,16.6,3.0 +13,1649696400,2022-04-11 13:00,12.3,54.1,1,{},8.7,14.0,205,SSW,1014.0,29.95,0.0,0.0,82,100,10.9,51.6,10.9,51.6,12.3,54.1,9.3,48.7,0,0,0,0,9.0,5.0,11.2,18.0,3.0 +14,1649700000,2022-04-11 14:00,14.8,58.6,1,{},9.8,15.8,213,SSW,1014.0,29.93,0.1,0.0,76,100,13.8,56.8,13.8,56.8,14.8,58.6,10.6,51.1,1,75,0,0,9.0,5.0,11.4,18.4,3.0 +15,1649703600,2022-04-11 15:00,14.1,57.4,1,{},9.8,15.8,208,SSW,1013.0,29.93,0.2,0.01,83,100,12.9,55.2,12.9,55.2,14.1,57.4,11.3,52.3,0,63,0,0,10.0,6.0,12.3,19.8,3.0 +16,1649707200,2022-04-11 16:00,14.0,57.2,1,{},8.9,14.4,212,SSW,1014.0,29.93,0.1,0.0,87,100,12.9,55.2,12.9,55.2,14.0,57.2,11.9,53.4,1,73,0,0,10.0,6.0,11.0,17.6,3.0 +17,1649710800,2022-04-11 17:00,13.6,56.5,1,{},7.8,12.6,207,SSW,1013.0,29.91,1.3,0.05,94,100,12.6,54.7,12.6,54.7,13.6,56.5,12.6,54.7,1,84,0,0,9.0,5.0,10.7,17.3,3.0 +18,1649714400,2022-04-11 18:00,13.2,55.8,1,{},8.5,13.7,219,SW,1013.0,29.9,1.0,0.04,95,100,12.0,53.6,12.0,53.6,13.2,55.8,12.4,54.3,0,67,0,0,9.0,5.0,11.9,19.1,3.0 +19,1649718000,2022-04-11 19:00,12.6,54.7,1,{},9.2,14.8,207,SSW,1013.0,29.91,1.2,0.05,94,100,11.2,52.2,11.2,52.2,12.6,54.7,11.7,53.1,1,72,0,0,9.0,5.0,15.2,24.5,3.0 +20,1649721600,2022-04-11 20:00,12.9,55.2,0,{},11.4,18.4,219,SW,1013.0,29.91,5.5,0.22,90,100,11.2,52.2,11.2,52.2,12.9,55.2,11.3,52.3,0,61,0,0,7.0,4.0,19.9,32.0,1.0 +21,1649725200,2022-04-11 21:00,12.0,53.6,0,{},7.2,11.5,201,SSW,1013.0,29.91,0.1,0.0,94,67,10.8,51.4,10.8,51.4,12.0,53.6,11.0,51.8,1,78,0,0,10.0,6.0,13.0,20.9,1.0 +22,1649728800,2022-04-11 22:00,12.4,54.3,0,{},8.5,13.7,200,SSW,1013.0,29.91,0.1,0.0,94,69,11.0,51.8,11.0,51.8,12.4,54.3,11.5,52.7,1,72,0,0,10.0,6.0,14.1,22.7,1.0 +23,1649732400,2022-04-11 23:00,12.5,54.5,0,{},9.6,15.5,212,SSW,1012.0,29.89,0.5,0.02,90,100,10.9,51.6,10.9,51.6,12.5,54.5,10.9,51.6,0,68,0,0,2.0,1.0,15.9,25.6,1.0 +0,1649736000,2022-04-12 00:00,12.4,54.3,0,{},11.6,18.7,221,SW,1012.0,29.89,0.0,0.0,88,100,10.5,50.9,10.5,50.9,12.4,54.3,10.5,50.9,0,0,0,0,10.0,6.0,19.5,31.3,1.0 +1,1649739600,2022-04-12 01:00,12.1,53.8,0,{},12.1,19.4,235,SW,1013.0,29.9,0.2,0.01,92,100,10.1,50.2,10.1,50.2,12.1,53.8,10.9,51.6,1,82,0,0,10.0,6.0,18.6,29.9,1.0 +2,1649743200,2022-04-12 02:00,10.7,51.3,0,{},8.1,13.0,281,WNW,1013.0,29.93,1.7,0.07,95,100,9.0,48.2,9.0,48.2,10.7,51.3,9.9,49.8,1,73,0,0,9.0,5.0,11.2,18.0,1.0 +3,1649746800,2022-04-12 03:00,8.4,47.1,0,{},6.9,11.2,322,NW,1014.0,29.96,0.7,0.03,94,100,6.5,43.7,6.5,43.7,8.4,47.1,7.4,45.3,1,81,0,0,2.0,1.0,10.1,16.2,1.0 +4,1649750400,2022-04-12 04:00,8.2,46.8,0,{},5.6,9.0,318,NW,1016.0,29.99,0.3,0.01,93,100,6.7,44.1,6.7,44.1,8.2,46.8,7.1,44.8,0,68,0,0,2.0,1.0,7.8,12.6,1.0 +5,1649754000,2022-04-12 05:00,8.3,46.9,0,{},6.0,9.7,329,NNW,1016.0,30.01,0.8,0.03,93,100,6.7,44.1,6.7,44.1,8.3,46.9,7.3,45.1,1,74,0,0,9.0,5.0,7.8,12.6,1.0 +6,1649757600,2022-04-12 06:00,8.2,46.8,0,{},5.4,8.6,336,NNW,1017.0,30.04,0.1,0.0,93,100,6.8,44.2,6.8,44.2,8.2,46.8,7.2,45.0,1,86,0,0,10.0,6.0,6.9,11.2,1.0 +7,1649761200,2022-04-12 07:00,7.9,46.2,1,{},4.9,7.9,337,NNW,1018.0,30.07,0.2,0.01,95,100,6.6,43.9,6.6,43.9,7.9,46.2,7.1,44.8,1,85,0,0,2.0,1.0,6.5,10.4,2.0 +8,1649764800,2022-04-12 08:00,8.2,46.8,1,{},4.7,7.6,346,NNW,1019.0,30.09,0.2,0.01,92,100,7.0,44.6,7.0,44.6,8.2,46.8,7.0,44.6,1,88,0,0,2.0,1.0,5.8,9.4,2.0 +9,1649768400,2022-04-12 09:00,8.9,48.0,1,{},3.6,5.8,350,N,1020.0,30.11,0.0,0.0,88,94,8.3,46.9,8.3,46.9,8.9,48.0,7.1,44.8,0,0,0,0,10.0,6.0,4.0,6.5,2.0 +10,1649772000,2022-04-12 10:00,9.6,49.3,1,{},3.6,5.8,349,N,1020.0,30.12,0.0,0.0,85,87,9.1,48.4,9.1,48.4,9.6,49.3,7.3,45.1,0,0,0,0,10.0,6.0,4.0,6.5,2.0 +11,1649775600,2022-04-12 11:00,10.6,51.1,1,{},3.6,5.8,336,NNW,1021.0,30.14,0.0,0.0,81,99,10.2,50.4,10.2,50.4,10.6,51.1,7.5,45.5,0,0,0,0,10.0,6.0,4.0,6.5,3.0 +12,1649779200,2022-04-12 12:00,12.1,53.8,1,{},2.7,4.3,342,NNW,1021.0,30.14,0.0,0.0,74,75,12.3,54.1,12.3,54.1,12.1,53.8,7.7,45.9,0,0,0,0,10.0,6.0,3.1,5.0,3.0 +13,1649782800,2022-04-12 13:00,13.9,57.0,1,{},4.0,6.5,349,N,1021.0,30.14,0.0,0.0,65,31,13.9,57.0,13.9,57.0,13.9,57.0,7.4,45.3,0,0,0,0,10.0,6.0,4.7,7.6,4.0 +14,1649786400,2022-04-12 14:00,17.6,63.7,1,{},1.3,2.2,26,NNE,1020.0,30.11,0.0,0.0,52,4,17.6,63.7,17.6,63.7,17.6,63.7,7.7,45.9,0,0,0,0,10.0,6.0,1.6,2.5,5.0 +15,1649790000,2022-04-12 15:00,20.3,68.5,1,{},0.4,0.7,179,S,1020.0,30.11,0.0,0.0,46,0,20.3,68.5,20.3,68.5,20.3,68.5,8.2,46.8,0,0,0,0,10.0,6.0,0.4,0.7,6.0 +16,1649793600,2022-04-12 16:00,20.9,69.6,1,{},1.3,2.2,168,SSE,1019.0,30.09,0.0,0.0,43,0,20.9,69.6,20.9,69.6,20.9,69.6,7.7,45.9,0,0,0,0,10.0,6.0,1.6,2.5,6.0 +17,1649797200,2022-04-12 17:00,20.8,69.4,1,{},1.6,2.5,147,SSE,1019.0,30.08,0.0,0.0,42,1,20.8,69.4,20.8,69.4,20.8,69.4,7.3,45.1,0,0,0,0,10.0,6.0,1.8,2.9,6.0 +18,1649800800,2022-04-12 18:00,18.0,64.4,1,{},3.6,5.8,110,ESE,1018.0,30.07,0.0,0.0,45,11,18.0,64.4,18.0,64.4,18.0,64.4,5.8,42.4,0,0,0,0,10.0,6.0,4.0,6.5,5.0 +19,1649804400,2022-04-12 19:00,15.0,59.0,1,{},5.6,9.0,108,ESE,1019.0,30.08,0.0,0.0,58,12,14.7,58.5,14.7,58.5,15.0,59.0,6.9,44.4,0,0,0,0,10.0,6.0,8.5,13.7,5.0 +20,1649808000,2022-04-12 20:00,12.0,53.6,0,{},6.3,10.1,111,ESE,1019.0,30.08,0.0,0.0,74,12,11.0,51.8,11.0,51.8,12.0,53.6,7.5,45.5,0,0,0,0,10.0,6.0,11.9,19.1,1.0 +21,1649811600,2022-04-12 21:00,11.0,51.8,0,{},4.9,7.9,113,ESE,1019.0,30.09,0.0,0.0,77,7,10.2,50.4,10.2,50.4,11.0,51.8,7.2,45.0,0,0,0,0,10.0,6.0,10.3,16.6,1.0 +22,1649815200,2022-04-12 22:00,10.5,50.9,0,{},4.5,7.2,109,ESE,1019.0,30.09,0.0,0.0,78,4,9.8,49.6,9.8,49.6,10.5,50.9,6.8,44.2,0,0,0,0,10.0,6.0,9.4,15.1,1.0 +23,1649818800,2022-04-12 23:00,10.0,50.0,0,{},3.6,5.8,123,ESE,1018.0,30.07,0.0,0.0,80,3,9.5,49.1,9.5,49.1,10.0,50.0,6.6,43.9,0,0,0,0,10.0,6.0,7.6,12.2,1.0 diff --git a/Climas_Ciudades_API/SF_Clima.csv b/Climas_Ciudades_API/SF_Clima.csv new file mode 100644 index 0000000..17cd340 --- /dev/null +++ b/Climas_Ciudades_API/SF_Clima.csv @@ -0,0 +1,73 @@ +,time_epoch,time,temp_c,temp_f,is_day,condition,wind_mph,wind_kph,wind_degree,wind_dir,pressure_mb,pressure_in,precip_mm,precip_in,humidity,cloud,feelslike_c,feelslike_f,windchill_c,windchill_f,heatindex_c,heatindex_f,dewpoint_c,dewpoint_f,will_it_rain,chance_of_rain,will_it_snow,chance_of_snow,vis_km,vis_miles,gust_mph,gust_kph,uv +0,1649574000,2022-04-10 00:00,12.1,53.8,0,{},4.9,7.9,342,NNW,1015.0,29.98,0.0,0.0,57,3,11.5,52.7,11.5,52.7,12.1,53.8,3.8,38.8,0,0,0,0,10.0,6.0,10.3,16.6,1.0 +1,1649577600,2022-04-10 01:00,12.2,54.0,0,{},6.7,10.8,352,N,1016.0,29.99,0.0,0.0,44,0,11.1,52.0,11.1,52.0,12.2,54.0,0.5,32.9,0,0,0,0,10.0,6.0,14.1,22.7,1.0 +2,1649581200,2022-04-10 02:00,12.4,54.3,0,{},9.2,14.8,2,N,1016.0,30.0,0.0,0.0,35,0,10.9,51.6,10.9,51.6,12.4,54.3,-2.7,27.1,0,0,0,0,10.0,6.0,19.2,31.0,1.0 +3,1649584800,2022-04-10 03:00,12.1,53.8,0,{},9.2,14.8,354,N,1016.0,30.0,0.0,0.0,33,15,10.5,50.9,10.5,50.9,12.1,53.8,-3.5,25.7,0,0,0,0,10.0,6.0,19.2,31.0,1.0 +4,1649588400,2022-04-10 04:00,11.7,53.1,0,{},8.1,13.0,344,NNW,1016.0,30.0,0.0,0.0,36,0,10.2,50.4,10.2,50.4,11.7,53.1,-3.0,26.6,0,0,0,0,10.0,6.0,16.3,26.3,1.0 +5,1649592000,2022-04-10 05:00,11.0,51.8,0,{},5.4,8.6,336,NNW,1016.0,30.0,0.0,0.0,38,0,10.1,50.2,10.1,50.2,11.0,51.8,-2.8,27.0,0,0,0,0,10.0,6.0,11.2,18.0,1.0 +6,1649595600,2022-04-10 06:00,10.4,50.7,0,{},6.0,9.7,323,NW,1016.0,29.99,0.0,0.0,40,3,9.2,48.6,9.2,48.6,10.4,50.7,-2.7,27.1,0,0,0,0,10.0,6.0,12.8,20.5,1.0 +7,1649599200,2022-04-10 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13:00,15.5,59.9,1,{},10.7,17.3,273,W,1015.0,29.96,0.0,0.0,44,2,15.5,59.9,15.5,59.9,15.5,59.9,3.2,37.8,0,0,0,0,10.0,6.0,12.8,20.5,5.0 +14,1649624400,2022-04-10 14:00,18.6,65.5,1,{},13.0,20.9,274,W,1014.0,29.95,0.0,0.0,47,0,18.6,65.5,18.6,65.5,18.6,65.5,7.0,44.6,0,0,0,0,10.0,6.0,15.0,24.1,5.0 +15,1649628000,2022-04-10 15:00,18.9,66.0,1,{},14.8,23.8,280,W,1014.0,29.93,0.0,0.0,49,0,18.9,66.0,18.9,66.0,18.9,66.0,7.9,46.2,0,0,0,0,10.0,6.0,17.0,27.4,5.0 +16,1649631600,2022-04-10 16:00,18.6,65.5,1,{},16.8,27.0,282,WNW,1013.0,29.92,0.0,0.0,52,0,18.6,65.5,18.6,65.5,18.6,65.5,8.5,47.3,0,0,0,0,10.0,6.0,19.2,31.0,5.0 +17,1649635200,2022-04-10 17:00,17.5,63.5,1,{},17.0,27.4,284,WNW,1013.0,29.91,0.0,0.0,57,0,17.5,63.5,17.5,63.5,17.5,63.5,9.0,48.2,0,0,0,0,10.0,6.0,19.5,31.3,5.0 +18,1649638800,2022-04-10 18:00,16.4,61.5,1,{},17.7,28.4,290,WNW,1013.0,29.92,0.0,0.0,62,2,16.4,61.5,16.4,61.5,16.4,61.5,9.2,48.6,0,0,0,0,10.0,6.0,20.4,32.8,5.0 +19,1649642400,2022-04-10 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01:00,9.0,48.2,0,{},14.3,23.0,287,WNW,1014.0,29.94,0.0,0.0,76,10,5.8,42.4,5.8,42.4,9.0,48.2,5.0,41.0,0,0,0,0,10.0,6.0,21.9,35.3,1.0 +2,1649667600,2022-04-11 02:00,9.3,48.7,0,{},14.5,23.4,288,WNW,1014.0,29.93,0.0,0.0,75,12,6.2,43.2,6.2,43.2,9.3,48.7,5.2,41.4,0,0,0,0,10.0,6.0,22.1,35.6,1.0 +3,1649671200,2022-04-11 03:00,9.6,49.3,0,{},15.4,24.8,286,WNW,1014.0,29.93,0.0,0.0,75,18,6.4,43.5,6.4,43.5,9.6,49.3,5.4,41.7,0,0,0,0,10.0,6.0,22.4,36.0,1.0 +4,1649674800,2022-04-11 04:00,9.6,49.3,0,{},15.7,25.2,283,WNW,1014.0,29.93,0.0,0.0,76,19,6.4,43.5,6.4,43.5,9.6,49.3,5.5,41.9,0,0,0,0,10.0,6.0,21.5,34.6,1.0 +5,1649678400,2022-04-11 05:00,9.3,48.7,0,{},13.2,21.2,284,WNW,1014.0,29.94,0.0,0.0,80,40,6.4,43.5,6.4,43.5,9.3,48.7,6.0,42.8,0,0,0,0,10.0,6.0,18.6,29.9,1.0 +6,1649682000,2022-04-11 06:00,9.3,48.7,0,{},9.8,15.8,269,W,1014.0,29.94,0.0,0.0,84,100,7.0,44.6,7.0,44.6,9.3,48.7,6.8,44.2,0,0,0,0,10.0,6.0,13.9,22.3,1.0 +7,1649685600,2022-04-11 07:00,9.9,49.8,1,{},9.2,14.8,237,WSW,1014.0,29.94,0.0,0.0,87,100,7.8,46.0,7.8,46.0,9.9,49.8,7.8,46.0,0,0,0,0,10.0,6.0,12.3,19.8,2.0 +8,1649689200,2022-04-11 08:00,10.3,50.5,1,{},11.6,18.7,209,SSW,1013.0,29.93,0.6,0.02,93,100,7.9,46.2,7.9,46.2,10.3,50.5,9.2,48.6,1,87,0,0,2.0,1.0,15.4,24.8,3.0 +9,1649692800,2022-04-11 09:00,10.6,51.1,1,{},13.4,21.6,221,SW,1013.0,29.92,0.0,0.0,95,100,8.0,46.4,8.0,46.4,10.6,51.1,9.8,49.6,0,0,0,0,10.0,6.0,18.6,29.9,3.0 +10,1649696400,2022-04-11 10:00,11.0,51.8,1,{},14.1,22.7,236,WSW,1013.0,29.92,0.4,0.02,96,100,8.4,47.1,8.4,47.1,11.0,51.8,10.3,50.5,1,86,0,0,2.0,1.0,20.1,32.4,3.0 +11,1649700000,2022-04-11 11:00,11.8,53.2,1,{},16.6,26.6,253,WSW,1013.0,29.92,0.0,0.0,95,100,9.1,48.4,9.1,48.4,11.8,53.2,11.0,51.8,0,0,0,0,10.0,6.0,21.3,34.2,3.0 +12,1649703600,2022-04-11 12:00,11.3,52.3,1,{},18.3,29.5,285,WNW,1013.0,29.92,0.2,0.01,87,81,8.3,46.9,8.3,46.9,11.3,52.3,9.3,48.7,1,85,0,0,10.0,6.0,21.3,34.2,3.0 +13,1649707200,2022-04-11 13:00,11.6,52.9,1,{},20.8,33.5,283,WNW,1014.0,29.93,0.0,0.0,73,16,8.5,47.3,8.5,47.3,11.6,52.9,6.9,44.4,0,0,0,0,10.0,6.0,23.9,38.5,4.0 +14,1649710800,2022-04-11 14:00,14.2,57.6,1,{},24.2,38.9,285,WNW,1014.0,29.94,0.2,0.01,57,87,11.6,52.9,11.6,52.9,14.2,57.6,5.8,42.4,1,82,0,0,10.0,6.0,28.2,45.4,3.0 +15,1649714400,2022-04-11 15:00,13.9,57.0,1,{},25.9,41.8,288,WNW,1014.0,29.94,0.0,0.0,48,0,11.1,52.0,11.1,52.0,13.9,57.0,3.2,37.8,0,0,0,0,10.0,6.0,29.8,47.9,4.0 +16,1649718000,2022-04-11 16:00,13.6,56.5,1,{},25.9,41.8,293,WNW,1014.0,29.94,0.0,0.0,49,0,10.7,51.3,10.7,51.3,13.6,56.5,3.0,37.4,0,0,0,0,10.0,6.0,30.2,48.6,4.0 +17,1649721600,2022-04-11 17:00,13.3,55.9,1,{},24.4,39.2,296,WNW,1015.0,29.96,0.0,0.0,47,5,10.4,50.7,10.4,50.7,13.3,55.9,2.2,36.0,0,0,0,0,10.0,6.0,28.0,45.0,4.0 +18,1649725200,2022-04-11 18:00,13.8,56.8,1,{},22.8,36.7,300,WNW,1015.0,29.96,0.0,0.0,48,0,11.2,52.2,11.2,52.2,13.8,56.8,3.1,37.6,0,0,0,0,10.0,6.0,26.2,42.1,4.0 +19,1649728800,2022-04-11 19:00,13.2,55.8,1,{},19.9,32.0,311,NW,1015.0,29.98,0.0,0.0,51,0,10.6,51.1,10.6,51.1,13.2,55.8,3.2,37.8,0,0,0,0,10.0,6.0,22.8,36.7,4.0 +20,1649732400,2022-04-11 20:00,9.2,48.6,0,{},18.6,29.9,311,NW,1016.0,30.01,0.0,0.0,55,0,5.5,41.9,5.5,41.9,9.2,48.6,0.7,33.3,0,0,0,0,10.0,6.0,24.4,39.2,1.0 +21,1649736000,2022-04-11 21:00,8.7,47.7,0,{},18.1,29.2,308,NW,1018.0,30.05,0.0,0.0,57,0,4.9,40.8,4.9,40.8,8.7,47.7,0.6,33.1,0,0,0,0,10.0,6.0,24.4,39.2,1.0 +22,1649739600,2022-04-11 22:00,8.4,47.1,0,{},19.5,31.3,310,NW,1018.0,30.06,0.0,0.0,58,0,4.4,39.9,4.4,39.9,8.4,47.1,0.7,33.3,0,0,0,0,10.0,6.0,25.9,41.8,1.0 +23,1649743200,2022-04-11 23:00,8.1,46.6,0,{},19.7,31.7,312,NW,1018.0,30.07,0.0,0.0,58,0,4.0,39.2,4.0,39.2,8.1,46.6,0.4,32.7,0,0,0,0,10.0,6.0,27.1,43.6,1.0 +0,1649746800,2022-04-12 00:00,7.5,45.5,0,{},18.8,30.2,313,NW,1019.0,30.09,0.0,0.0,59,0,3.3,37.9,3.3,37.9,7.5,45.5,0.0,32.0,0,0,0,0,10.0,6.0,28.4,45.7,1.0 +1,1649750400,2022-04-12 01:00,7.4,45.3,0,{},17.4,28.1,313,NW,1019.0,30.1,0.0,0.0,59,0,3.3,37.9,3.3,37.9,7.4,45.3,-0.2,31.6,0,0,0,0,10.0,6.0,26.4,42.5,1.0 +2,1649754000,2022-04-12 02:00,7.3,45.1,0,{},17.0,27.4,312,NW,1020.0,30.11,0.0,0.0,58,0,3.3,37.9,3.3,37.9,7.3,45.1,-0.5,31.1,0,0,0,0,10.0,6.0,25.9,41.8,1.0 +3,1649757600,2022-04-12 03:00,7.3,45.1,0,{},17.4,28.1,309,NW,1020.0,30.12,0.0,0.0,57,0,3.2,37.8,3.2,37.8,7.3,45.1,-0.7,30.7,0,0,0,0,10.0,6.0,26.8,43.2,1.0 +4,1649761200,2022-04-12 04:00,7.2,45.0,0,{},16.8,27.0,309,NW,1020.0,30.13,0.0,0.0,56,0,3.2,37.8,3.2,37.8,7.2,45.0,-1.0,30.2,0,0,0,0,10.0,6.0,25.9,41.8,1.0 +5,1649764800,2022-04-12 05:00,7.0,44.6,0,{},15.4,24.8,315,NW,1021.0,30.14,0.0,0.0,58,0,3.1,37.6,3.1,37.6,7.0,44.6,-0.7,30.7,0,0,0,0,10.0,6.0,24.2,38.9,1.0 +6,1649768400,2022-04-12 06:00,6.7,44.1,0,{},13.4,21.6,322,NW,1021.0,30.16,0.0,0.0,59,0,3.0,37.4,3.0,37.4,6.7,44.1,-0.7,30.7,0,0,0,0,10.0,6.0,21.0,33.8,1.0 +7,1649772000,2022-04-12 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10:00,4.6,40.3,1,{},4.3,6.8,174,S,1018.0,30.07,0.2,0.01,86,100,3.0,37.4,3.0,37.4,4.6,40.3,2.5,36.5,1,87,0,0,10.0,6.0,5.4,8.6,1.0 +11,1649613600,2022-04-10 11:00,5.3,41.5,1,{},4.0,6.5,157,SSE,1018.0,30.05,0.0,0.0,82,100,3.9,39.0,3.9,39.0,5.3,41.5,2.5,36.5,0,0,0,0,10.0,6.0,4.7,7.6,2.0 +12,1649617200,2022-04-10 12:00,5.9,42.6,1,{},4.0,6.5,167,SSE,1017.0,30.04,0.3,0.01,78,100,4.6,40.3,4.6,40.3,5.9,42.6,2.3,36.1,0,55,0,0,10.0,6.0,4.7,7.6,2.0 +13,1649620800,2022-04-10 13:00,6.8,44.2,1,{},4.0,6.5,185,S,1017.0,30.02,0.0,0.0,71,96,5.7,42.3,5.7,42.3,6.8,44.2,1.9,35.4,0,0,0,0,10.0,6.0,4.7,7.6,2.0 +14,1649624400,2022-04-10 14:00,7.6,45.7,1,{},5.1,8.3,195,SSW,1016.0,30.0,0.7,0.03,65,92,6.1,43.0,6.1,43.0,7.6,45.7,1.5,34.7,1,93,0,0,10.0,6.0,6.5,10.4,2.0 +15,1649628000,2022-04-10 15:00,8.1,46.6,1,{},6.3,10.1,202,SSW,1015.0,29.98,0.0,0.0,61,98,6.3,43.3,6.3,43.3,8.1,46.6,1.0,33.8,0,0,0,0,10.0,6.0,7.2,11.5,2.0 +16,1649631600,2022-04-10 16:00,8.4,47.1,1,{},7.8,12.6,209,SSW,1014.0,29.96,0.2,0.01,57,99,6.3,43.3,6.3,43.3,8.4,47.1,0.4,32.7,1,92,0,0,10.0,6.0,10.5,16.9,2.0 +17,1649635200,2022-04-10 17:00,7.8,46.0,1,{},9.4,15.1,218,SW,1014.0,29.94,0.0,0.0,62,92,5.2,41.4,5.2,41.4,7.8,46.0,0.9,33.6,0,0,0,0,10.0,6.0,11.0,17.6,2.0 +18,1649638800,2022-04-10 18:00,6.8,44.2,1,{},9.2,14.8,216,SW,1014.0,29.93,0.2,0.01,64,59,4.0,39.2,4.0,39.2,6.8,44.2,0.6,33.1,1,91,0,0,10.0,6.0,11.6,18.7,2.0 +19,1649642400,2022-04-10 19:00,5.7,42.3,1,{},8.1,13.0,209,SSW,1013.0,29.91,0.0,0.0,67,100,2.9,37.2,2.9,37.2,5.7,42.3,0.1,32.2,0,0,0,0,10.0,6.0,11.4,18.4,2.0 +20,1649646000,2022-04-10 20:00,4.0,39.2,0,{},6.5,10.4,197,SSW,1012.0,29.9,0.2,0.01,73,100,1.4,34.5,1.4,34.5,4.0,39.2,-0.4,31.3,1,85,0,0,10.0,6.0,10.7,17.3,1.0 +21,1649649600,2022-04-10 21:00,3.4,38.1,0,{},5.1,8.3,184,S,1012.0,29.88,0.0,0.0,78,88,1.2,34.2,1.2,34.2,3.4,38.1,0.0,32.0,0,0,0,0,10.0,6.0,8.1,13.0,1.0 +22,1649653200,2022-04-10 22:00,3.0,37.4,0,{},3.8,6.1,181,S,1011.0,29.85,0.1,0.0,83,100,1.4,34.5,1.4,34.5,3.0,37.4,0.4,32.7,1,81,0,0,10.0,6.0,5.8,9.4,1.0 +23,1649656800,2022-04-10 23:00,3.1,37.6,0,{},1.3,2.2,161,SSE,1009.0,29.8,0.0,0.0,84,100,3.1,37.6,3.1,37.6,3.1,37.6,0.7,33.3,0,0,0,0,10.0,6.0,1.8,2.9,1.0 +0,1649660400,2022-04-11 00:00,2.8,37.0,0,{},2.5,4.0,36,NE,1008.0,29.75,0.0,0.0,84,100,2.1,35.8,2.1,35.8,2.8,37.0,0.4,32.7,0,0,0,0,10.0,6.0,3.6,5.8,1.0 +1,1649664000,2022-04-11 01:00,2.7,36.9,0,{},4.3,6.8,18,NNE,1006.0,29.69,0.0,0.0,85,100,0.8,33.4,0.8,33.4,2.7,36.9,0.4,32.7,0,0,0,0,10.0,6.0,6.3,10.1,1.0 +2,1649667600,2022-04-11 02:00,2.5,36.5,0,{},5.4,8.6,8,N,1003.0,29.63,0.0,0.0,86,100,0.0,32.0,0.0,32.0,2.5,36.5,0.4,32.7,0,0,0,0,10.0,6.0,8.1,13.0,1.0 +3,1649671200,2022-04-11 03:00,2.3,36.1,0,{},7.2,11.5,3,N,1002.0,29.58,0.0,0.0,88,100,-0.9,30.4,-0.9,30.4,2.3,36.1,0.5,32.9,0,0,0,0,10.0,6.0,10.5,16.9,1.0 +4,1649674800,2022-04-11 04:00,2.2,36.0,0,{},8.9,14.4,2,N,1000.0,29.53,0.0,0.0,89,100,-1.6,29.1,-1.6,29.1,2.2,36.0,0.6,33.1,0,0,0,0,10.0,6.0,13.0,20.9,1.0 +5,1649678400,2022-04-11 05:00,2.2,36.0,0,{},9.6,15.5,353,N,999.0,29.49,0.1,0.0,89,100,-1.8,28.8,-1.8,28.8,2.2,36.0,0.5,32.9,1,73,0,0,10.0,6.0,13.9,22.3,1.0 +6,1649682000,2022-04-11 06:00,2.7,36.9,0,{},9.8,15.8,349,N,998.0,29.47,0.1,0.0,89,100,-1.2,29.8,-1.2,29.8,2.7,36.9,1.1,34.0,0,54,0,0,10.0,6.0,13.9,22.3,1.0 +7,1649685600,2022-04-11 07:00,3.0,37.4,1,{},9.2,14.8,346,NNW,998.0,29.47,0.1,0.0,90,100,-0.7,30.7,-0.7,30.7,3.0,37.4,1.5,34.7,1,75,0,0,10.0,6.0,13.2,21.2,1.0 +8,1649689200,2022-04-11 08:00,3.2,37.8,1,{},9.6,15.5,342,NNW,998.0,29.46,0.7,0.03,90,100,-0.6,30.9,-0.6,30.9,3.2,37.8,1.7,35.1,0,65,0,0,2.0,1.0,13.2,21.2,1.0 +9,1649692800,2022-04-11 09:00,3.8,38.8,1,{},8.7,14.0,346,NNW,998.0,29.47,0.1,0.0,87,100,0.4,32.7,0.4,32.7,3.8,38.8,1.8,35.2,0,68,0,0,10.0,6.0,11.6,18.7,1.0 +10,1649696400,2022-04-11 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\\n\\t\\t\\t\\teBooks Eliminar filtro\\n\\t\\t\\t\\tLiteratura Eliminar filtro\\n\\t\\t\\n\\t\\tQuitar filtros\\n\\t
\\n\\t\\n
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\\n \\n \"SOLDIER,\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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SOLDIER, LILY, PEACE AND...

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\\n \\n \"BLEMISHED\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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BLEMISHED JEWEL

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $45.00\\n \\n
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\\n \\n \"THUG\"\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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THUG

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
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\\n \\n \"A\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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A PATCHWORK OF STORIES

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\\n \\n \"DIVINE\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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DIVINE INTERVENTION

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $45.00\\n \\n
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\\n \\n \"OMEGA\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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OMEGA SEED

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $45.00\\n \\n
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\\n \\n \"BODY\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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BODY SWAP

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
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\\n \\n \"IN\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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IN SEARCH OF THE PERFECT CUP

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $45.00\\n \\n
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\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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OUTPOST ON IO

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
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TOP IT OFF WITH DEATH

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CITY OF THE DEAD

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BEYOND THE HEAVISIDE LAYER

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HAIR OF THE DOG

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CHILDREN OF THE MONSTER

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $34.00\\n \\n
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TERROR OUT OF SPACE

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
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\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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AND EVE WAS

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\\n \\n \"NYMPH\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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\\n \\n
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NYMPH OF DARKNESS

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\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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\\n \\n
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AN EPOS OF POSI AND NEGA

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\\n \\n \"THE\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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THE PERILOUS PLANET

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\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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GRAY DENIM

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INFORMACI\\xc3\\x93N

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Newsletter

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\\n\\t\\t\\t\\t\\t\"image\\n\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t2022 © Librer\\xc3\\xada El S\\xc3\\xb3tano. Todos los Derechos Reservados |\\n\\t\\t\\t\\t\\t\\tGrupo Trevenque\\n\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t
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\\n\\t\\t\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t\\t0\\n\\t\\t\\t\\t\\t\\t\\t\\t$0,00\\n\\t\\t\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tProcesar compra\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tVer cesta\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
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    \\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
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  • Libros
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\\n\\t\\t\\t\\t\\t\\t\\t\\t B\\xc3\\xbasqueda avanzada\\n\\t\\t\\t\\t\\t\\t\\t
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Literatura

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  1. \\n\\t\\t\\t\\t\\t\\t\\t48675 resultados\\t\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\teBooks Eliminar filtro\\n\\t\\t\\t\\tLiteratura Eliminar filtro\\n\\t\\t\\n\\t\\tQuitar filtros\\n\\t
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A MATTER OF MAGNITUDE

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FALLEN DREAMS

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THE BIRD MASTER

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DEATH DESERT

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PHALANXES OF ATLANS

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SATAN\\'S PLEA

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DANGEROUS WATERS

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FIVE MINUTES

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CONVOY TO ATLANTIS

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COMPENSATION

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LACHEN LEBEN STERBEN

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DIE KLEINE \\xc3\\x84THERISCHE...

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BILDER MIT GEF\\xc3\\x9cHLEN.

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JOFFREY \\xe2\\x80\\x93 WIR SAGTEN...

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FJORDIMONAS FIDELN - DER...

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DAS MONDSCHIFF

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STAHLBEIN MULDIN 1: DER...

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VATER, SOHN UND TEUFEL

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DAS SIMPLE GEHEIMNIS...

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STOLEN LEGACY: WITH...

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SELECTED POEMS BY ROBERT...

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FREIZ\\xc3\\x9cGIGE SPORTLER...

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JOURNEY TO THE SUN AND...

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REICHE BEUTE

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ALPTRAUM(A) DDR

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F\\xc3\\x89S DES TEMP\\xc3\\x8aTES

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BARED TO YOU - BEHIND THE...

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DRACHENSEELE

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STAY FIT FOR LIFE

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BLOOD, BONES & BUTTER -...

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ZEITREISE II

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\\n\\t\\t\\t\\t\\t\\t\\t\\t B\\xc3\\xbasqueda avanzada\\n\\t\\t\\t\\t\\t\\t\\t
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Literatura

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  1. \\n\\t\\t\\t\\t\\t\\t\\t48675 resultados\\t\\t\\t\\t\\t\\t
    2. \\n\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\teBooks Eliminar filtro\\n\\t\\t\\t\\tLiteratura Eliminar filtro\\n\\t\\t\\n\\t\\tQuitar filtros\\n\\t
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SEHNSUCHT NACH SAMANA

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CRYSTAL SHADE: INTRODUCTION

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ENDZEIT

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LULU\\'S CHARMS AND THE...

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NEW TO THE NEIGHBORHOOD

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USED TO BE

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WISHFUL, SINFUL PLEASURES

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ROCK & ROLL ANGEL

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COCKED

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SOFTLY SWEETLY TENDERLY

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HADES

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CRIME, RETRIBUTION AND...

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BABYS ERSTES BUCH

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HIS FIRST CHEAT

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HIS BROTHERS GIRLFRIEND

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BRACKE

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\\n \\n \"NIETZSCHE\"\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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NIETZSCHE

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\\n
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\\n \\n \"ERINNERUNG\"\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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ERINNERUNG

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $160.00\\n \\n
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THE GOD OF SODOM

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THE EDICTS, BEATITUDES...

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\\n\\n \\n 01\\n 02\\n 03\\n 04\\n 05\\n 06\\n 07\\n 08\\n 09\\n 10\\n \\n \\xc3\\x9altima\\n \\n
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  • \\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\"\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t
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    54 a\\xc3\\xb1os en
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    Con la m\\xc3\\xa1s grande oferta Editorial y mejor selecci\\xc3\\xb3n infantil en M\\xc3\\xa9xico

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    Compra
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    Y paga en m\\xc3\\xa1s de 3000 tiendas de conveniencia

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    Nacionales e Internacionales, con tarifas especiales

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INFORMACI\\xc3\\x93N

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Agenda Cultural

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Newsletter

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Literatura

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DANS TES YEUX

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ALLES KAPUTTSCHLAGEN

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DANCING FOR THE BOYS

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THROUGH EXISTENCES

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ITCHY LITTLE FEET - NAMIBIA.

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NT 2010 - GOTTES AGENDA

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DAS FERIENKIND

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THE BEATLES, THE MUSIC AND I

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DIE F\\xc3\\x84LLE DES JAKOB...

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IRIS

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DON WHITMAN\\'S MASTERPIECE

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ACHTUNG: F\\xc3\\x9cHRUNGS-FALLEN!

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\\n\\t\\t\\t\\t\\t\\t\\t\\t B\\xc3\\xbasqueda avanzada\\n\\t\\t\\t\\t\\t\\t\\t
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Literatura

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  1. \\n\\t\\t\\t\\t\\t\\t\\t48675 resultados\\t\\t\\t\\t\\t\\t
    2. \\n\\t\\t\\t\\t\\t
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PACKED: TURNED

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PACKED: LA TRASFORMAZIONE

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\\n \\n \"PACKED:\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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PACKED: TRANFORMADA

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $68.00\\n \\n
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\\n \\n \"TRASFORMATA\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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TRASFORMATA E POSSEDUTA

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\\n \\n \"CE\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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CE QUE VEUT LE...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $114.00\\n \\n
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\\n \\n \"FESSER\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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FESSER SES COURBES 1-4...

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\\n \\n \"SOUMISSION\"\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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SOUMISSION

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $114.00\\n \\n
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\\n \\n \"PRISONNI\\xc3\\x88RES\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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PRISONNI\\xc3\\x88RES DE LEURS...

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\\n \\n \"AS\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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AS THE ROCK STAR DESIRES

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\\n \\n \"BLOWJOB\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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BLOWJOB QUEEN

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DAS JAHR DER TOTEN

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NARA

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $205.00\\n \\n
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MARIA\\'S CHRISTMAS TABLE

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PETER\\'S CHRISTMAS

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SAVIORS 101: THE FIRST...

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COOKBOOK FROM HELL: REHEATED

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\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
\\n
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THE INTERVIEW

\\n
\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $91.00\\n \\n
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\\n \\n \"MEZTLI\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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\\n \\n
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MEZTLI SACRIFICIAL MAIDEN

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
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\\n \\n \"HERIDAS\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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HERIDAS DEL ALMA

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\\n \\n \"WENN\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
\\n
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\\n \\n
\\n

WENN PINGUINE FLIEGEN...

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\\n\\n \\n 01\\n 02\\n 03\\n 04\\n 05\\n 06\\n 07\\n 08\\n 09\\n 10\\n \\n \\xc3\\x9altima\\n \\n
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INFORMACI\\xc3\\x93N

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Agenda Cultural

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Newsletter

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\\xc2\\xbfQuieres saber m\\xc3\\xa1s de nosotros? Suscr\\xc3\\xadbete
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\\n\\t\\t\\t\\t\\t\"image\\n\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t2022 © Librer\\xc3\\xada El S\\xc3\\xb3tano. Todos los Derechos Reservados |\\n\\t\\t\\t\\t\\t\\tGrupo Trevenque\\n\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t
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\\n\\t\\t\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t\\t0\\n\\t\\t\\t\\t\\t\\t\\t\\t$0,00\\n\\t\\t\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tProcesar compra\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tVer cesta\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
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    \\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
  • Todos
    • \\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
  • Libros
    • \\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\t\\t\\t\\t\\t B\\xc3\\xbasqueda avanzada\\n\\t\\t\\t\\t\\t\\t\\t
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Literatura

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  1. \\n\\t\\t\\t\\t\\t\\t\\t48675 resultados\\t\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\teBooks Eliminar filtro\\n\\t\\t\\t\\tLiteratura Eliminar filtro\\n\\t\\t\\n\\t\\tQuitar filtros\\n\\t
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MEGAN AND THE BURGLAR

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\\n \\n \"STAKSIGEN\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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STAKSIGEN SCHRITTES

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $34.00\\n \\n
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FEUCHTEN FU\\xc3\\x9fES

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $34.00\\n \\n
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PRIMING

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $91.00\\n \\n
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\\n \\n \"UNTER\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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UNTER WITTGENSTEINS L\\xc3\\x96WEN

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $68.00\\n \\n
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WURZELN DER HOFFNUNG

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NIGHTCRY

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $45.00\\n \\n
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THRALLS OF THE ENDLESS NIGHT

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THE CARGO

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
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SWORD OF FIRE

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COLD LIGHT

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ASSASSIN

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THE ROAD RUNNER

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ANSCHUR\\xc3\\x89

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WANDLUNG UND ERWACHEN

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COOL OHNE ALK

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $228.00\\n \\n
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THE WRECK OF THE GROSVENOR

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WIR KOMMEN IN UNSERE...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $160.00\\n \\n
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TOLSTOI CAFE & RITA...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $23.00\\n \\n
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KEIN RICHTIGES...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $217.00\\n \\n
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Literatura

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SERAGLIO

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MY LIFE AND LOVES, V2

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L\\'ART ET LA PRATIQUE...

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DAS BUCH VOM DENKEN

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MORGENROSA

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SCHOKOLADE F\\xc3\\x9cR SOULMATES

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DER GUTE MENSCH VON B.

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DER LETZTE RABE

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GL\\xc3\\x9cCKAUF ZUM UNTERGANG

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THE LAW OF ATTRACTION...

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HYPNOTISM FOR BEGINNERS

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HOW TO INFLUENCE AND...

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SWINGEN IST IN

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Newsletter

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\\n\\t\\t\\t\\t\\t\\t\\t\\t B\\xc3\\xbasqueda avanzada\\n\\t\\t\\t\\t\\t\\t\\t
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Literatura

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  1. \\n\\t\\t\\t\\t\\t\\t\\t48675 resultados\\t\\t\\t\\t\\t\\t
    2. \\n\\t\\t\\t\\t\\t
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\\t\\n\\n\\t
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\\n\\t\\t\\t\\teBooks Eliminar filtro\\n\\t\\t\\t\\tLiteratura Eliminar filtro\\n\\t\\t\\n\\t\\tQuitar filtros\\n\\t
\\n\\t\\n
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LEBENDES BUFFET

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LUSTRAUSCH IM SWINGERSCHLOSS

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\\n \\n \"BELIEVING\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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BELIEVING THE LIE -...

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\\n \\n \"GRUNDLAGEN\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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GRUNDLAGEN KREATIVES...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $91.00\\n \\n
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\\n \\n \"GOLGRIMMS\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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GOLGRIMMS WUNDERSAME WELT

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\\n \\n \"SPANDEX\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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SPANDEX TIME

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $114.00\\n \\n
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\\n \\n \"MY\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
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MY ZOMBIE PRINCE

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $125.00\\n \\n
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\\n \\n \"TAGEBUCH\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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TAGEBUCH EINES BESESSENEN

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WIE \\xc3\\x9cBER UMWEGE EINE...

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IN TIMES OF VIOLENCE

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $160.00\\n \\n
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\\n \\n \"HER\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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HER MASTER\\'S VOICE

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $91.00\\n \\n
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THE GOBLIN QUEEN

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $57.00\\n \\n
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SULTANA: TWO SISTERS (A...

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ESCRAVOS DA PAIX\\xc3\\x83O

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\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
\\n
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THE ANSWER

\\n
\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $103.00\\n \\n
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\\n \\n \"TREPPENSTURZ\"\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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\\n \\n
\\n

TREPPENSTURZ

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $68.00\\n \\n
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\\n
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\\n \\n \"START\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
\\n
\\n
\\n
\\n\\t\\t
\\n \\n
\\n

START AND RUN A JUMPING...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $114.00\\n \\n
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\\n \\n \"THE\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
\\n
\\n
\\n
\\n\\t\\t
\\n \\n
\\n

THE BUDDHA IN THE ATTIC -...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $68.00\\n \\n
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\\n \\n \"LOVE\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
\\n
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\\n
\\n\\t\\t
\\n \\n
\\n

LOVE STORIES

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $91.00\\n \\n
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\\n \\n \"VOM\\n \\n ebook \"Tagus\"\\n\\t\\t\\t\\t\\t
\\n \\n \\n A\\xc3\\xb1adir a favoritos\\n \\n\\n \\n \\n Ver detalle\\n \\n
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\\n

VOM PARTEIENSTAAT ZUM...

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\\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n $160.00\\n \\n
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\\n\\n\\t\\t\\t\\t\\t\\t\\t
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\\n\\n Primera\\n \\n 04\\n 05\\n 06\\n 07\\n 08\\n 09\\n 10\\n 11\\n 12\\n 13\\n \\n \\xc3\\x9altima\\n \\n
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INFORMACI\\xc3\\x93N

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Agenda Cultural

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Newsletter

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\\xc2\\xbfQuieres saber m\\xc3\\xa1s de nosotros? Suscr\\xc3\\xadbete
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\\n\\t\\t\\t\\t\\t\"image\\n\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t2022 © Librer\\xc3\\xada El S\\xc3\\xb3tano. Todos los Derechos Reservados |\\n\\t\\t\\t\\t\\t\\tGrupo Trevenque\\n\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t
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Este sitio web utiliza cookies, tanto propias como de terceros, para mejorar su experiencia de navegaci\\xc3\\xb3n. Si contin\\xc3\\xbaa navegando, consideramos que acepta su uso. M\\xc3\\xa1s informaci\\xc3\\xb3n

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\\n\\t\\t\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t\\t0\\n\\t\\t\\t\\t\\t\\t\\t\\t$0,00\\n\\t\\t\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t
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    \\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t
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\\n\\t\\t\\t\\t\\t\\t\\t\\t B\\xc3\\xbasqueda avanzada\\n\\t\\t\\t\\t\\t\\t\\t
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Literatura

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AN EXCITING FUTURE

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DIE ROLLEN DES SETH

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TANTE DORIS

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MY ONLY ONE

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PISSED

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DREAM JOB

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RATE, WER ICH BIN!

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RECUERDOS DE SAMANA

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KATAKOMBEN

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H\\xc3\\x96LDERLIN

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ALLE JAHRE WIEDER

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LAKE-CRIME - MORD AM SEE

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MALLORCA - DIE INSEL DER...

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DIE BIERFL\\xc3\\x9cSTERIN

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EUROPE IN LOVE

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PARDAIS NA CHUVA

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Este sitio web utiliza cookies, tanto propias como de terceros, para mejorar su experiencia de navegaci\\xc3\\xb3n. Si contin\\xc3\\xbaa navegando, consideramos que acepta su uso. M\\xc3\\xa1s informaci\\xc3\\xb3n

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#print(r)\n", + " return r\n", + " \n", + " def kickstart(self):\n", + " lista_final=[]\n", + " for i in range(1, self.pages_to_scrape+1):\n", + " z= self.scrape_url(\"https://www.elsotano.com/ebooks-de/literatura-19/?pagSel=\" + str(i) + \"&cuantos=20&orden=prioridad%2Cfecha_alta+desc&codMateria=19&tipoArticulo=E\")\n", + " #print(\"_______________________________________________________________________________________________________\")\n", + " lista_final.append(z)\n", + " return (lista_final)\n", + " \n", + "URL_PATTERN = 'https://www.elsotano.com/ebooks-de/literatura-19/?pagSel=1&cuantos=20&orden=prioridad%2Cfecha_alta+desc&codMateria=19&tipoArticulo=E' # regex pattern for the urls to scrape\n", + "PAGES_TO_SCRAPE = 10 # how many webpages to scrapge\n", + "\n", + "def quotes_parser(content):\n", + " return content\n", + " \n", + " #def csv_file(self, r):\n", + " \n", + " \n", + "\n", + "# Instantiate the IronhackSpider class\n", + "my_spider = web_scrapping_proyecto(URL_PATTERN, PAGES_TO_SCRAPE, content_parser=quotes_parser)\n", + "\n", + "# Start scraping jobs\n", + "my_spider.kickstart()" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "5db52f4c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[('SOLDIER, LILY, PEACE AND...',\n", + " '$45.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334796'),\n", + " ('BLEMISHED JEWEL',\n", + " '$45.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334808'),\n", + " ('THUG',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334871'),\n", + " ('A PATCHWORK OF STORIES',\n", + " '$45.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334872'),\n", + " ('DIVINE INTERVENTION',\n", + " '$45.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334873'),\n", + " ('OMEGA SEED',\n", + " '$45.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334876'),\n", + " ('BODY SWAP',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334935'),\n", + " ('IN SEARCH OF THE PERFECT CUP',\n", + " '$45.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334977'),\n", + " ('OUTPOST ON IO',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334979'),\n", + " ('TOP IT OFF WITH DEATH',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334980'),\n", + " ('CITY OF THE DEAD',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334981'),\n", + " ('BEYOND THE HEAVISIDE LAYER',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334982'),\n", + " ('HAIR OF THE DOG',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334984'),\n", + " ('CHILDREN OF THE MONSTER',\n", + " '$34.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335036'),\n", + " ('TERROR OUT OF SPACE',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335066'),\n", + " ('AND EVE WAS',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335067'),\n", + " ('NYMPH OF DARKNESS',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335068'),\n", + " ('AN EPOS OF POSI AND NEGA',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335069'),\n", + " ('THE PERILOUS PLANET',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335070'),\n", + " ('GRAY DENIM',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335072')],\n", + " [('A MATTER OF MAGNITUDE',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335073'),\n", + " ('FALLEN DREAMS',\n", + " '$91.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335118'),\n", + " ('THE BIRD MASTER',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335159'),\n", + " ('DEATH DESERT',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335160'),\n", + " ('PHALANXES OF ATLANS',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335212'),\n", + " (\"SATAN'S PLEA\",\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335214'),\n", + " ('DANGEROUS WATERS',\n", + " '$34.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335215'),\n", + " ('FIVE MINUTES',\n", + " '$34.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335217'),\n", + " ('CONVOY TO ATLANTIS',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335218'),\n", + " ('COMPENSATION',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335219'),\n", + " ('LACHEN LEBEN STERBEN',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335220'),\n", + " ('DIE KLEINE ÄTHERISCHE...',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335291'),\n", + " ('BILDER MIT GEFÜHLEN.',\n", + " '$114.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335376'),\n", + " ('JOFFREY – WIR SAGTEN...',\n", + " '$45.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335479'),\n", + " ('FJORDIMONAS FIDELN - DER...',\n", + " '$34.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000335557'),\n", + " ('DAS MONDSCHIFF',\n", + " '$34.00',\n", + " 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'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336584'),\n", + " (\"HER MASTER'S VOICE\",\n", + " '$91.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336585'),\n", + " ('THE GOBLIN QUEEN',\n", + " '$57.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336586'),\n", + " ('SULTANA: TWO SISTERS (A...',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336638'),\n", + " ('ESCRAVOS DA PAIXÃO',\n", + " '$114.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336641'),\n", + " ('THE ANSWER',\n", + " '$103.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336643'),\n", + " ('TREPPENSTURZ',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336645'),\n", + " ('START AND RUN A JUMPING...',\n", + " '$114.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336770'),\n", + " ('THE BUDDHA IN THE ATTIC -...',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336771'),\n", + " ('LOVE STORIES',\n", + " '$91.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336772'),\n", + " ('VOM PARTEIENSTAAT ZUM...',\n", + " '$160.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336773')],\n", + " [('AN EXCITING FUTURE',\n", + " '$205.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336922'),\n", + " ('DIE ROLLEN DES SETH',\n", + " '$114.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336923'),\n", + " ('TANTE DORIS',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336924'),\n", + " ('MY ONLY ONE',\n", + " '$45.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000336952'),\n", + " ('PISSED',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337043'),\n", + " ('DREAM JOB',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337044'),\n", + " ('RATE, WER ICH BIN!',\n", + " '$34.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337045'),\n", + " ('RECUERDOS DE SAMANA',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337179'),\n", + " ('KATAKOMBEN',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337180'),\n", + " ('HÖLDERLIN',\n", + " '$23.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337184'),\n", + " ('ALLE JAHRE WIEDER',\n", + " '$34.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337281'),\n", + " ('LAKE-CRIME - MORD AM SEE',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337306'),\n", + " ('MALLORCA - DIE INSEL DER...',\n", + " '$160.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337429'),\n", + " ('DIE BIERFLÜSTERIN',\n", + " '$274.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337431'),\n", + " ('EUROPE IN LOVE',\n", + " '$57.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337432'),\n", + " ('PARDAIS NA CHUVA',\n", + " '$114.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337530'),\n", + " ('JACQUELINE AND ANOTHER...',\n", + " '$57.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337531'),\n", + " ('TOLINO SHINE: 77 TIPPS,...',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337532'),\n", + " ('SCHWARZE MESSE IM...',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337533'),\n", + " ('DIE LEGENDE VON FIRNATRUHL',\n", + " '$68.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000337708')]]" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def quotes_parser(content):\n", + " soup = BeautifulSoup(content,'lxml')\n", + " quotes = soup.select(\"div.so-booktitle h3 a\")\n", + " author = soup.select(\"span.so-bookprice\")\n", + " fotos = soup.select('div.so-frontcover a[href] img[src]')\n", + " fotos = [foto['src'] for foto in fotos]\n", + " links=[]\n", + " for foto in fotos:\n", + " if foto.startswith(\"/\"):\n", + " foto = \"https://www.elsotano.com\" + foto\n", + " links.append(foto)\n", + " links.pop(0) #\n", + " quotes_text= [el.text for el in quotes]\n", + " quotoes_text= [quote.replace(\"\\n\",\"\") for quote in quotes_text]\n", + " author_text= [el.text for el in author]\n", + " author_text=[author.replace(\"\\n\",\"\") for author in author_text]\n", + " #quote_author = zip(quotes_text,author_text) #aqui estaba links\n", + " #quote_author=list(quote_author)\n", + " for i in range(3):\n", + " quotes_text.pop(0)\n", + " author_text.pop(0)\n", + " quote_author_links=zip(quotes_text, author_text, links)\n", + " quote_author_links=list(quote_author_links)\n", + " return quote_author_links\n", + "\n", + "\n", + "\n", + "# Instantiate the IronhackSpider class\n", + "my_spider = web_scrapping_proyecto(URL_PATTERN, PAGES_TO_SCRAPE, content_parser=quotes_parser)\n", + "\n", + "# Start scraping jobs\n", + "my_spider.kickstart()\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "14475040", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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TituloPrecioLink
0SOLDIER, LILY, PEACE AND...$45.00https://www.elsotano.com/foto/muestraPortadaEb...
1BLEMISHED JEWEL$45.00https://www.elsotano.com/foto/muestraPortadaEb...
2THUG$23.00https://www.elsotano.com/foto/muestraPortadaEb...
3A PATCHWORK OF STORIES$45.00https://www.elsotano.com/foto/muestraPortadaEb...
4DIVINE INTERVENTION$45.00https://www.elsotano.com/foto/muestraPortadaEb...
............
15PARDAIS NA CHUVA$114.00https://www.elsotano.com/foto/muestraPortadaEb...
16JACQUELINE AND ANOTHER...$57.00https://www.elsotano.com/foto/muestraPortadaEb...
17TOLINO SHINE: 77 TIPPS,...$68.00https://www.elsotano.com/foto/muestraPortadaEb...
18SCHWARZE MESSE IM...$68.00https://www.elsotano.com/foto/muestraPortadaEb...
19DIE LEGENDE VON FIRNATRUHL$68.00https://www.elsotano.com/foto/muestraPortadaEb...
\n", + "

200 rows × 3 columns

\n", + "
" + ], + "text/plain": [ + " Titulo Precio \\\n", + "0 SOLDIER, LILY, PEACE AND... $45.00 \n", + "1 BLEMISHED JEWEL $45.00 \n", + "2 THUG $23.00 \n", + "3 A PATCHWORK OF STORIES $45.00 \n", + "4 DIVINE INTERVENTION $45.00 \n", + ".. ... ... \n", + "15 PARDAIS NA CHUVA $114.00 \n", + "16 JACQUELINE AND ANOTHER... $57.00 \n", + "17 TOLINO SHINE: 77 TIPPS,... $68.00 \n", + "18 SCHWARZE MESSE IM... $68.00 \n", + "19 DIE LEGENDE VON FIRNATRUHL $68.00 \n", + "\n", + " Link \n", + "0 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "1 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "2 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "3 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "4 https://www.elsotano.com/foto/muestraPortadaEb... \n", + ".. ... \n", + "15 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "16 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "17 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "18 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "19 https://www.elsotano.com/foto/muestraPortadaEb... \n", + "\n", + "[200 rows x 3 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x = my_spider.kickstart()\n", + "data=[]\n", + "for i in range(len(x)):\n", + " df=pd.DataFrame(x[i])\n", + " data.append(df)\n", + "dfc=pd.concat(data)\n", + "dfc.columns = ['Titulo', 'Precio','Link']\n", + "dfc" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "e435e2c8", + "metadata": {}, + "outputs": [], + "source": [ + "x = my_spider.kickstart()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "59e478e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('SOLDIER, LILY, PEACE AND...',\n", + " '$45.00',\n", + " 'https://www.elsotano.com/foto/muestraPortadaEbook.php?id=E1000334796')" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x[0][0]" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "eb043598", + "metadata": {}, + "outputs": [], + "source": [ + "dfc.to_csv(r'C:\\Users\\danie\\Documents\\data_analytics_bootcamp\\web-project\\WebScrappingbooks.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "15fd3b17", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}