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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# CONDICIONES ATMOSFÉRIAS DE MÉXICO"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### INSTALAMOS LAS LIBRERÍAS NECESARIAS PARA CONSUMIR UN API EXTERNA"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"scrolled": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"The downloaded binary packages are in\n",
"\t/var/folders/mj/2p9h15dj49nf04_fy5ybz_vr0000gn/T//Rtmpf2jQap/downloaded_packages\n"
]
}
],
"source": [
"install.packages(c(\"httr\", \"jsonlite\",\"dplyr\"))\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"\n",
"Attaching package: ‘dplyr’\n",
"\n",
"\n",
"The following objects are masked from ‘package:stats’:\n",
"\n",
" filter, lag\n",
"\n",
"\n",
"The following objects are masked from ‘package:base’:\n",
"\n",
" intersect, setdiff, setequal, union\n",
"\n",
"\n"
]
}
],
"source": [
"library(httr)\n",
"library(jsonlite)\n",
"library(\"dplyr\")\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### CONSUMIMOS EL API DE DATOS.GOB.MX QUE CONTIENE TODAS LAS CONDICIONES ATMOSFÉRICAS DE MÉXICO POR ESTADO Y CIUDAD. CONTIENE MÁS DE 13 MILLONES DE REGISTROS"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"res <- GET(\"https://api.datos.gob.mx/v1/condiciones-atmosfericas\")"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"dat <- fromJSON(rawToChar(res$content))\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"[1] \"ID: 1\"\n",
"[1] \"2017-06-27T17:36:43.084Z\"\n",
"[1] \"Aguascalientes\"\n",
"[1] \"Aguascalientes\"\n",
"[1] \"21.87982\"\n",
"[1] \"-102.296\"\n",
"[1] \"Tormentas dispersas\"\n",
"[1] \"6\"\n",
"\n",
"[1] \"ID: 2\"\n",
"[1] \"2017-06-27T17:36:43.088Z\"\n",
"[1] \"Aguascalientes\"\n",
"[1] \"Asientos\"\n",
"[1] \"22.23832\"\n",
"[1] \"-102.0893\"\n",
"[1] \"Tormentas dispersas\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 3\"\n",
"[1] \"2017-06-27T17:36:43.088Z\"\n",
"[1] \"Aguascalientes\"\n",
"[1] \"Calvillo\"\n",
"[1] \"21.84691\"\n",
"[1] \"-102.7188\"\n",
"[1] \"Tormentas dispersas\"\n",
"[1] \"2\"\n",
"\n",
"[1] \"ID: 4\"\n",
"[1] \"2017-06-27T17:36:43.088Z\"\n",
"[1] \"Aguascalientes\"\n",
"[1] \"Cosío\"\n",
"[1] \"22.36641\"\n",
"[1] \"-102.3\"\n",
"[1] \"Tormentas dispersas\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 5\"\n",
"[1] \"2017-06-27T17:36:43.089Z\"\n",
"[1] \"Aguascalientes\"\n",
"[1] \"El Llano\"\n",
"[1] \"21.91887\"\n",
"[1] \"-101.9653\"\n",
"[1] \"Tormentas dispersas\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 6\"\n",
"[1] \"2017-06-27T17:36:43.089Z\"\n",
"[1] \"Aguascalientes\"\n",
"[1] \"Jesús María\"\n",
"[1] \"21.96127\"\n",
"[1] \"-102.3434\"\n",
"[1] \"Tormentas dispersas\"\n",
"[1] \"8\"\n",
"\n",
"[1] \"ID: 7\"\n",
"[1] \"2017-06-27T17:36:43.089Z\"\n",
"[1] \"Aguascalientes\"\n",
"[1] \"Pabellón de Arteaga\"\n",
"[1] \"22.1492\"\n",
"[1] \"-102.2765\"\n",
"[1] \"Tormentas\"\n",
"[1] \"6\"\n",
"\n",
"[1] \"ID: 8\"\n",
"[1] \"2017-06-27T17:36:43.089Z\"\n",
"[1] \"Aguascalientes\"\n",
"[1] \"Rincón de Romos\"\n",
"[1] \"22.22923\"\n",
"[1] \"-102.3231\"\n",
"[1] \"Tormentas dispersas\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 9\"\n",
"[1] \"2017-06-27T17:36:43.090Z\"\n",
"[1] \"Aguascalientes\"\n",
"[1] \"San Francisco de los Romo\"\n",
"[1] \"22.07239\"\n",
"[1] \"-102.2727\"\n",
"[1] \"Tormentas\"\n",
"[1] \"8\"\n",
"\n",
"[1] \"ID: 10\"\n",
"[1] \"2017-06-27T17:36:43.091Z\"\n",
"[1] \"Aguascalientes\"\n",
"[1] \"San José de Gracia\"\n",
"[1] \"22.15022\"\n",
"[1] \"-102.4156\"\n",
"[1] \"Tormentas\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 11\"\n",
"[1] \"2017-06-27T17:36:43.091Z\"\n",
"[1] \"Aguascalientes\"\n",
"[1] \"Tepezalá\"\n",
"[1] \"22.22423\"\n",
"[1] \"-102.167\"\n",
"[1] \"Tormentas dispersas\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 12\"\n",
"[1] \"2017-06-27T17:36:43.091Z\"\n",
"[1] \"Baja California\"\n",
"[1] \"Ensenada\"\n",
"[1] \"31.80894\"\n",
"[1] \"-116.5951\"\n",
"[1] \"Soleado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 13\"\n",
"[1] \"2017-06-27T17:36:43.092Z\"\n",
"[1] \"Baja California\"\n",
"[1] \"Mexicali\"\n",
"[1] \"32.64117\"\n",
"[1] \"-115.4756\"\n",
"[1] \"Soleado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 14\"\n",
"[1] \"2017-06-27T17:36:43.092Z\"\n",
"[1] \"Baja California\"\n",
"[1] \"Tijuana\"\n",
"[1] \"32.53246\"\n",
"[1] \"-117.0189\"\n",
"[1] \"Soleado\"\n",
"[1] \"2\"\n",
"\n",
"[1] \"ID: 15\"\n",
"[1] \"2017-06-27T17:36:43.092Z\"\n",
"[1] \"Baja California\"\n",
"[1] \"Tecate\"\n",
"[1] \"32.57268\"\n",
"[1] \"-116.6265\"\n",
"[1] \"Soleado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 16\"\n",
"[1] \"2017-06-27T17:36:43.093Z\"\n",
"[1] \"Baja California Sur\"\n",
"[1] \"La Paz\"\n",
"[1] \"24.14222\"\n",
"[1] \"-110.3108\"\n",
"[1] \"Mayormente soleado\"\n",
"[1] \"10\"\n",
"\n",
"[1] \"ID: 17\"\n",
"[1] \"2017-06-27T17:36:43.093Z\"\n",
"[1] \"Baja California Sur\"\n",
"[1] \"Los Cabos\"\n",
"[1] \"23.06159\"\n",
"[1] \"-109.6947\"\n",
"[1] \"Nublado\"\n",
"[1] \"10\"\n",
"\n",
"[1] \"ID: 18\"\n",
"[1] \"2017-06-27T17:36:43.093Z\"\n",
"[1] \"Baja California Sur\"\n",
"[1] \"Loreto\"\n",
"[1] \"26.01278\"\n",
"[1] \"-111.3433\"\n",
"[1] \"Mayormente nublado\"\n",
"[1] \"0\"\n",
"\n",
"[1] \"ID: 19\"\n",
"[1] \"2017-06-27T17:36:43.093Z\"\n",
"[1] \"Baja California Sur\"\n",
"[1] \"Comondú\"\n",
"[1] \"25.03443\"\n",
"[1] \"-111.6732\"\n",
"[1] \"Mayormente soleado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 20\"\n",
"[1] \"2017-06-27T17:36:43.093Z\"\n",
"[1] \"Baja California Sur\"\n",
"[1] \"Mulegé\"\n",
"[1] \"27.33687\"\n",
"[1] \"-112.2683\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"8\"\n",
"\n",
"[1] \"ID: 21\"\n",
"[1] \"2017-06-27T17:36:43.094Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Camargo\"\n",
"[1] \"27.69496\"\n",
"[1] \"-105.1716\"\n",
"[1] \"Soleado\"\n",
"[1] \"8\"\n",
"\n",
"[1] \"ID: 22\"\n",
"[1] \"2017-06-27T17:36:43.094Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"28.63679\"\n",
"[1] \"-106.0763\"\n",
"[1] \"Soleado\"\n",
"[1] \"2\"\n",
"\n",
"[1] \"ID: 23\"\n",
"[1] \"2017-06-27T17:36:43.094Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Delicias\"\n",
"[1] \"28.19333\"\n",
"[1] \"-105.4711\"\n",
"[1] \"Soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 24\"\n",
"[1] \"2017-06-27T17:36:43.095Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Hidalgo del Parral\"\n",
"[1] \"26.92209\"\n",
"[1] \"-105.6671\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 25\"\n",
"[1] \"2017-06-27T17:36:43.095Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Jiménez\"\n",
"[1] \"27.13055\"\n",
"[1] \"-104.923\"\n",
"[1] \"Soleado\"\n",
"[1] \"13\"\n",
"\n",
"[1] \"ID: 26\"\n",
"[1] \"2017-06-27T17:36:43.096Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Juárez\"\n",
"[1] \"31.74647\"\n",
"[1] \"-106.485\"\n",
"[1] \"Soleado\"\n",
"[1] \"8\"\n",
"\n",
"[1] \"ID: 27\"\n",
"[1] \"2017-06-27T17:36:43.096Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Nuevo Casas Grandes\"\n",
"[1] \"30.41399\"\n",
"[1] \"-107.9121\"\n",
"[1] \"Soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 28\"\n",
"[1] \"2017-06-27T17:36:43.096Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Temósachic\"\n",
"[1] \"28.95276\"\n",
"[1] \"-107.8298\"\n",
"[1] \"Soleado\"\n",
"[1] \"2\"\n",
"\n",
"[1] \"ID: 29\"\n",
"[1] \"2017-06-27T17:36:43.096Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Ahumada\"\n",
"[1] \"30.61773\"\n",
"[1] \"-106.5124\"\n",
"[1] \"Soleado\"\n",
"[1] \"6\"\n",
"\n",
"[1] \"ID: 30\"\n",
"[1] \"2017-06-27T17:36:43.096Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Aldama\"\n",
"[1] \"28.83838\"\n",
"[1] \"-105.9113\"\n",
"[1] \"Soleado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 31\"\n",
"[1] \"2017-06-27T17:36:43.097Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Allende\"\n",
"[1] \"26.93943\"\n",
"[1] \"-105.3951\"\n",
"[1] \"Soleado\"\n",
"[1] \"8\"\n",
"\n",
"[1] \"ID: 32\"\n",
"[1] \"2017-06-27T17:36:43.097Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Aquiles Serdán\"\n",
"[1] \"28.5945\"\n",
"[1] \"-105.8875\"\n",
"[1] \"Soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 33\"\n",
"[1] \"2017-06-27T17:36:43.097Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Ascensión\"\n",
"[1] \"31.09218\"\n",
"[1] \"-107.9959\"\n",
"[1] \"Soleado\"\n",
"[1] \"6\"\n",
"\n",
"[1] \"ID: 34\"\n",
"[1] \"2017-06-27T17:36:43.097Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Bachíniva\"\n",
"[1] \"28.76494\"\n",
"[1] \"-107.2536\"\n",
"[1] \"Soleado\"\n",
"[1] \"2\"\n",
"\n",
"[1] \"ID: 35\"\n",
"[1] \"2017-06-27T17:36:43.097Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Balleza\"\n",
"[1] \"26.95411\"\n",
"[1] \"-106.3469\"\n",
"[1] \"Soleado\"\n",
"[1] \"2\"\n",
"\n",
"[1] \"ID: 36\"\n",
"[1] \"2017-06-27T17:36:43.098Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Batopilas\"\n",
"[1] \"27.02665\"\n",
"[1] \"-107.7397\"\n",
"[1] \"Soleado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 37\"\n",
"[1] \"2017-06-27T17:36:43.098Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Bocoyna\"\n",
"[1] \"27.84074\"\n",
"[1] \"-107.5893\"\n",
"[1] \"Soleado\"\n",
"[1] \"6\"\n",
"\n",
"[1] \"ID: 38\"\n",
"[1] \"2017-06-27T17:36:43.098Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Buenaventura\"\n",
"[1] \"29.84337\"\n",
"[1] \"-107.4713\"\n",
"[1] \"Soleado\"\n",
"[1] \"10\"\n",
"\n",
"[1] \"ID: 39\"\n",
"[1] \"2017-06-27T17:36:43.098Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Carichí\"\n",
"[1] \"27.91653\"\n",
"[1] \"-107.0568\"\n",
"[1] \"Mayormente soleado\"\n",
"[1] \"6\"\n",
"\n",
"[1] \"ID: 40\"\n",
"[1] \"2017-06-27T17:36:43.099Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Casas Grandes\"\n",
"[1] \"30.3757\"\n",
"[1] \"-107.9488\"\n",
"[1] \"Soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 41\"\n",
"[1] \"2017-06-27T17:36:43.100Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Coronado\"\n",
"[1] \"26.73762\"\n",
"[1] \"-105.1583\"\n",
"[1] \"Soleado\"\n",
"[1] \"6\"\n",
"\n",
"[1] \"ID: 42\"\n",
"[1] \"2017-06-27T17:36:43.100Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Coyame del Sotol\"\n",
"[1] \"29.46204\"\n",
"[1] \"-105.0944\"\n",
"[1] \"Soleado\"\n",
"[1] \"6\"\n",
"\n",
"[1] \"ID: 43\"\n",
"[1] \"2017-06-27T17:36:43.100Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"La Cruz\"\n",
"[1] \"27.86389\"\n",
"[1] \"-105.1964\"\n",
"[1] \"Soleado\"\n",
"[1] \"8\"\n",
"\n",
"[1] \"ID: 44\"\n",
"[1] \"2017-06-27T17:36:43.100Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Cuauhtémoc\"\n",
"[1] \"28.40631\"\n",
"[1] \"-106.866\"\n",
"[1] \"Soleado\"\n",
"[1] \"2\"\n",
"\n",
"[1] \"ID: 45\"\n",
"[1] \"2017-06-27T17:36:43.100Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Cusihuiriachi\"\n",
"[1] \"28.24111\"\n",
"[1] \"-106.8367\"\n",
"[1] \"Mayormente soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 46\"\n",
"[1] \"2017-06-27T17:36:43.100Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Chínipas\"\n",
"[1] \"27.39281\"\n",
"[1] \"-108.5362\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 47\"\n",
"[1] \"2017-06-27T17:36:43.100Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Dr. Belisario Domínguez\"\n",
"[1] \"28.15467\"\n",
"[1] \"-106.477\"\n",
"[1] \"Soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 48\"\n",
"[1] \"2017-06-27T17:36:43.101Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Galeana\"\n",
"[1] \"30.11295\"\n",
"[1] \"-107.6167\"\n",
"[1] \"Soleado\"\n",
"[1] \"2\"\n",
"\n",
"[1] \"ID: 49\"\n",
"[1] \"2017-06-27T17:36:43.101Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Santa Isabel\"\n",
"[1] \"28.34335\"\n",
"[1] \"-106.3681\"\n",
"[1] \"Soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 50\"\n",
"[1] \"2017-06-27T17:36:43.101Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Gómez Farías\"\n",
"[1] \"29.35702\"\n",
"[1] \"-107.7387\"\n",
"[1] \"Mayormente soleado\"\n",
"[1] \"0\"\n",
"\n",
"[1] \"ID: 51\"\n",
"[1] \"2017-06-27T17:36:43.101Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Gran Morelos\"\n",
"[1] \"28.24782\"\n",
"[1] \"-106.5101\"\n",
"[1] \"Soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 52\"\n",
"[1] \"2017-06-27T17:36:43.101Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Guachochi\"\n",
"[1] \"26.81915\"\n",
"[1] \"-107.0694\"\n",
"[1] \"Mayormente soleado\"\n",
"[1] \"6\"\n",
"\n",
"[1] \"ID: 53\"\n",
"[1] \"2017-06-27T17:36:43.101Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Guadalupe\"\n",
"[1] \"31.39011\"\n",
"[1] \"-106.1018\"\n",
"[1] \"Soleado\"\n",
"[1] \"6\"\n",
"\n",
"[1] \"ID: 54\"\n",
"[1] \"2017-06-27T17:36:43.101Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Guadalupe y Calvo\"\n",
"[1] \"26.09452\"\n",
"[1] \"-106.9644\"\n",
"[1] \"Mayormente soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 55\"\n",
"[1] \"2017-06-27T17:36:43.102Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Guazapares\"\n",
"[1] \"27.27638\"\n",
"[1] \"-108.28\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"0\"\n",
"\n",
"[1] \"ID: 56\"\n",
"[1] \"2017-06-27T17:36:43.102Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Guerrero\"\n",
"[1] \"28.54819\"\n",
"[1] \"-107.4869\"\n",
"[1] \"Soleado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 57\"\n",
"[1] \"2017-06-27T17:36:43.102Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Huejotitán\"\n",
"[1] \"27.05467\"\n",
"[1] \"-106.1795\"\n",
"[1] \"Soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 58\"\n",
"[1] \"2017-06-27T17:36:43.102Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Ignacio Zaragoza\"\n",
"[1] \"29.64321\"\n",
"[1] \"-107.7642\"\n",
"[1] \"Soleado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 59\"\n",
"[1] \"2017-06-27T17:36:43.102Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Janos\"\n",
"[1] \"30.88726\"\n",
"[1] \"-108.1898\"\n",
"[1] \"Soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 60\"\n",
"[1] \"2017-06-27T17:36:43.103Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Julimes\"\n",
"[1] \"28.42306\"\n",
"[1] \"-105.4306\"\n",
"[1] \"Soleado\"\n",
"[1] \"6\"\n",
"\n",
"[1] \"ID: 61\"\n",
"[1] \"2017-06-27T17:36:43.103Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"López\"\n",
"[1] \"27.0025\"\n",
"[1] \"-105.0331\"\n",
"[1] \"Soleado\"\n",
"[1] \"11\"\n",
"\n",
"[1] \"ID: 62\"\n",
"[1] \"2017-06-27T17:36:43.103Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Maguarichi\"\n",
"[1] \"27.8593\"\n",
"[1] \"-107.994\"\n",
"[1] \"Soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 63\"\n",
"[1] \"2017-06-27T17:36:43.103Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Manuel Benavides\"\n",
"[1] \"29.10739\"\n",
"[1] \"-103.9078\"\n",
"[1] \"Soleado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 64\"\n",
"[1] \"2017-06-27T17:36:43.103Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Matachí\"\n",
"[1] \"28.84323\"\n",
"[1] \"-107.7546\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"2\"\n",
"\n",
"[1] \"ID: 65\"\n",
"[1] \"2017-06-27T17:36:43.103Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Matamoros\"\n",
"[1] \"26.76388\"\n",
"[1] \"-105.5833\"\n",
"[1] \"Soleado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 66\"\n",
"[1] \"2017-06-27T17:36:43.103Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Meoqui\"\n",
"[1] \"28.2678\"\n",
"[1] \"-105.4803\"\n",
"[1] \"Soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 67\"\n",
"[1] \"2017-06-27T17:36:43.103Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Morelos\"\n",
"[1] \"26.67053\"\n",
"[1] \"-107.6772\"\n",
"[1] \"Mayormente soleado\"\n",
"[1] \"0\"\n",
"\n",
"[1] \"ID: 68\"\n",
"[1] \"2017-06-27T17:36:43.104Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Moris\"\n",
"[1] \"28.14838\"\n",
"[1] \"-108.5232\"\n",
"[1] \"Soleado\"\n",
"[1] \"0\"\n",
"\n",
"[1] \"ID: 69\"\n",
"[1] \"2017-06-27T17:36:43.104Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Namiquipa\"\n",
"[1] \"29.25076\"\n",
"[1] \"-107.4089\"\n",
"[1] \"Soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 70\"\n",
"[1] \"2017-06-27T17:36:43.104Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Nonoava\"\n",
"[1] \"27.47205\"\n",
"[1] \"-106.7353\"\n",
"[1] \"Soleado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 71\"\n",
"[1] \"2017-06-27T17:36:43.104Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Ocampo\"\n",
"[1] \"28.19383\"\n",
"[1] \"-108.3667\"\n",
"[1] \"Soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 72\"\n",
"[1] \"2017-06-27T17:36:43.104Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Ojinaga\"\n",
"[1] \"29.5645\"\n",
"[1] \"-104.4157\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"2\"\n",
"\n",
"[1] \"ID: 73\"\n",
"[1] \"2017-06-27T17:36:43.104Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Praxedis G. Guerrero\"\n",
"[1] \"31.37207\"\n",
"[1] \"-106.0054\"\n",
"[1] \"Soleado\"\n",
"[1] \"8\"\n",
"\n",
"[1] \"ID: 74\"\n",
"[1] \"2017-06-27T17:36:43.104Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Riva Palacio\"\n",
"[1] \"28.54601\"\n",
"[1] \"-106.5026\"\n",
"[1] \"Soleado\"\n",
"[1] \"2\"\n",
"\n",
"[1] \"ID: 75\"\n",
"[1] \"2017-06-27T17:36:43.104Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Rosales\"\n",
"[1] \"28.18694\"\n",
"[1] \"-105.5544\"\n",
"[1] \"Soleado\"\n",
"[1] \"10\"\n",
"\n",
"[1] \"ID: 76\"\n",
"[1] \"2017-06-27T17:36:43.104Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Rosario\"\n",
"[1] \"27.31964\"\n",
"[1] \"-106.2955\"\n",
"[1] \"Soleado\"\n",
"[1] \"2\"\n",
"\n",
"[1] \"ID: 77\"\n",
"[1] \"2017-06-27T17:36:43.104Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"San Francisco de Borja\"\n",
"[1] \"27.90182\"\n",
"[1] \"-106.6849\"\n",
"[1] \"Soleado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 78\"\n",
"[1] \"2017-06-27T17:36:43.105Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"San Francisco de Conchos\"\n",
"[1] \"27.58855\"\n",
"[1] \"-105.3346\"\n",
"[1] \"Soleado\"\n",
"[1] \"8\"\n",
"\n",
"[1] \"ID: 79\"\n",
"[1] \"2017-06-27T17:36:43.105Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"San Francisco del Oro\"\n",
"[1] \"26.85899\"\n",
"[1] \"-105.8501\"\n",
"[1] \"Soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 80\"\n",
"[1] \"2017-06-27T17:36:43.105Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Santa Bárbara\"\n",
"[1] \"26.8021\"\n",
"[1] \"-105.8181\"\n",
"[1] \"Soleado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 81\"\n",
"[1] \"2017-06-27T17:36:43.105Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Satevó\"\n",
"[1] \"27.95603\"\n",
"[1] \"-106.1072\"\n",
"[1] \"Soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 82\"\n",
"[1] \"2017-06-27T17:36:43.105Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Saucillo\"\n",
"[1] \"28.03267\"\n",
"[1] \"-105.288\"\n",
"[1] \"Soleado\"\n",
"[1] \"5\"\n",
"\n",
"[1] \"ID: 83\"\n",
"[1] \"2017-06-27T17:36:43.105Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"El Tule\"\n",
"[1] \"27.05361\"\n",
"[1] \"-106.2663\"\n",
"[1] \"Soleado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 84\"\n",
"[1] \"2017-06-27T17:36:43.105Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Urique\"\n",
"[1] \"27.21272\"\n",
"[1] \"-107.9143\"\n",
"[1] \"Mayormente soleado\"\n",
"[1] \"2\"\n",
"\n",
"[1] \"ID: 85\"\n",
"[1] \"2017-06-27T17:36:43.105Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Uruachi\"\n",
"[1] \"27.86792\"\n",
"[1] \"-108.2152\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"10\"\n",
"\n",
"[1] \"ID: 86\"\n",
"[1] \"2017-06-27T17:36:43.105Z\"\n",
"[1] \"Chihuahua\"\n",
"[1] \"Valle de Zaragoza\"\n",
"[1] \"27.45713\"\n",
"[1] \"-105.811\"\n",
"[1] \"Soleado\"\n",
"[1] \"3\"\n",
"\n",
"[1] \"ID: 87\"\n",
"[1] \"2017-06-27T17:36:43.105Z\"\n",
"[1] \"Campeche\"\n",
"[1] \"Campeche\"\n",
"[1] \"19.84481\"\n",
"[1] \"-90.53965\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"13\"\n",
"\n",
"[1] \"ID: 88\"\n",
"[1] \"2017-06-27T17:36:43.105Z\"\n",
"[1] \"Campeche\"\n",
"[1] \"Carmen\"\n",
"[1] \"18.63779\"\n",
"[1] \"-91.83645\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"18\"\n",
"\n",
"[1] \"ID: 89\"\n",
"[1] \"2017-06-27T17:36:43.106Z\"\n",
"[1] \"Campeche\"\n",
"[1] \"Calkiní\"\n",
"[1] \"20.37123\"\n",
"[1] \"-90.05074\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"16\"\n",
"\n",
"[1] \"ID: 90\"\n",
"[1] \"2017-06-27T17:36:43.106Z\"\n",
"[1] \"Campeche\"\n",
"[1] \"Champotón\"\n",
"[1] \"19.35622\"\n",
"[1] \"-90.72389\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"10\"\n",
"\n",
"[1] \"ID: 91\"\n",
"[1] \"2017-06-27T17:36:43.106Z\"\n",
"[1] \"Campeche\"\n",
"[1] \"Hecelchakán\"\n",
"[1] \"20.17697\"\n",
"[1] \"-90.13451\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"16\"\n",
"\n",
"[1] \"ID: 92\"\n",
"[1] \"2017-06-27T17:36:43.106Z\"\n",
"[1] \"Campeche\"\n",
"[1] \"Hopelchén\"\n",
"[1] \"19.74555\"\n",
"[1] \"-89.84505\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"11\"\n",
"\n",
"[1] \"ID: 93\"\n",
"[1] \"2017-06-27T17:36:43.106Z\"\n",
"[1] \"Campeche\"\n",
"[1] \"Palizada\"\n",
"[1] \"18.2536\"\n",
"[1] \"-92.0909\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"11\"\n",
"\n",
"[1] \"ID: 94\"\n",
"[1] \"2017-06-27T17:36:43.106Z\"\n",
"[1] \"Campeche\"\n",
"[1] \"Tenabo\"\n",
"[1] \"20.03968\"\n",
"[1] \"-90.22576\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"13\"\n",
"\n",
"[1] \"ID: 95\"\n",
"[1] \"2017-06-27T17:36:43.107Z\"\n",
"[1] \"Campeche\"\n",
"[1] \"Escárcega\"\n",
"[1] \"18.60431\"\n",
"[1] \"-90.732\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"10\"\n",
"\n",
"[1] \"ID: 96\"\n",
"[1] \"2017-06-27T17:36:43.107Z\"\n",
"[1] \"Campeche\"\n",
"[1] \"Candelaria\"\n",
"[1] \"18.18345\"\n",
"[1] \"-91.0463\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"11\"\n",
"\n",
"[1] \"ID: 97\"\n",
"[1] \"2017-06-27T17:36:43.108Z\"\n",
"[1] \"Coahuila\"\n",
"[1] \"Acuña\"\n",
"[1] \"29.33001\"\n",
"[1] \"-100.9783\"\n",
"[1] \"Mayormente nublado\"\n",
"[1] \"11\"\n",
"\n",
"[1] \"ID: 98\"\n",
"[1] \"2017-06-27T17:36:43.108Z\"\n",
"[1] \"Coahuila\"\n",
"[1] \"Monclova\"\n",
"[1] \"26.90124\"\n",
"[1] \"-101.4172\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"10\"\n",
"\n",
"[1] \"ID: 99\"\n",
"[1] \"2017-06-27T17:36:43.108Z\"\n",
"[1] \"Coahuila\"\n",
"[1] \"Piedras Negras\"\n",
"[1] \"28.70809\"\n",
"[1] \"-100.5284\"\n",
"[1] \"Mayormente nublado\"\n",
"[1] \"8\"\n",
"\n",
"[1] \"ID: 100\"\n",
"[1] \"2017-06-27T17:36:43.108Z\"\n",
"[1] \"Coahuila\"\n",
"[1] \"Saltillo\"\n",
"[1] \"25.42167\"\n",
"[1] \"-100.9997\"\n",
"[1] \"Parcialmente nublado\"\n",
"[1] \"0\"\n"
]
}
],
"source": [
"for (i in 1:as.integer(dat$pagination$pageSize)) {\n",
" id <- paste(\"ID:\", i)\n",
" cat(\"\\n\")\n",
" print(id)\n",
" print(dat[[\"results\"]][[\"date-insert\"]][i])\n",
" print(dat[[\"results\"]][[\"state\"]][i])\n",
" print(dat[[\"results\"]][[\"name\"]][i])\n",
" print(dat[[\"results\"]][[\"latitude\"]][i])\n",
" print(dat[[\"results\"]][[\"longitude\"]][i])\n",
" print(dat[[\"results\"]][[\"skydescriptionlong\"]][i])\n",
" print(dat[[\"results\"]][[\"windspeedkm\"]][i])\n",
"}\n"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<style>\n",
".list-inline {list-style: none; margin:0; padding: 0}\n",
".list-inline>li {display: inline-block}\n",
".list-inline>li:not(:last-child)::after {content: \"\\00b7\"; padding: 0 .5ex}\n",
"</style>\n",
"<ol class=list-inline><li>1</li><li>2</li><li>3</li><li>4</li><li>5</li><li>6</li><li>7</li><li>8</li><li>9</li><li>10</li><li>11</li><li>12</li><li>13</li><li>14</li><li>15</li><li>16</li><li>17</li><li>18</li><li>19</li><li>20</li><li>21</li><li>22</li><li>23</li><li>24</li><li>25</li><li>26</li><li>27</li><li>28</li><li>29</li><li>30</li><li>31</li><li>32</li><li>33</li><li>34</li><li>35</li><li>36</li><li>37</li><li>38</li><li>39</li><li>40</li><li>41</li><li>42</li><li>43</li><li>44</li><li>45</li><li>46</li><li>47</li><li>48</li><li>49</li><li>50</li><li>51</li><li>52</li><li>53</li><li>54</li><li>55</li><li>56</li><li>57</li><li>58</li><li>59</li><li>60</li><li>61</li><li>62</li><li>63</li><li>64</li><li>65</li><li>66</li><li>67</li><li>68</li><li>69</li><li>70</li><li>71</li><li>72</li><li>73</li><li>74</li><li>75</li><li>76</li><li>77</li><li>78</li><li>79</li><li>80</li><li>81</li><li>82</li><li>83</li><li>84</li><li>85</li><li>86</li><li>87</li><li>88</li><li>89</li><li>90</li><li>91</li><li>92</li><li>93</li><li>94</li><li>95</li><li>96</li><li>97</li><li>98</li><li>99</li><li>100</li><li>101</li><li>102</li><li>103</li><li>104</li><li>105</li><li>106</li><li>107</li><li>108</li><li>109</li><li>110</li><li>111</li><li>112</li><li>113</li><li>114</li><li>115</li><li>116</li><li>117</li><li>118</li><li>119</li><li>120</li><li>121</li><li>122</li><li>123</li><li>124</li><li>125</li><li>126</li><li>127</li><li>128</li><li>129</li><li>130</li><li>131</li><li>132</li><li>133</li><li>134</li><li>135</li><li>136</li><li>137</li><li>138</li><li>139</li><li>140</li><li>141</li><li>142</li><li>143</li><li>144</li><li>145</li><li>146</li><li>147</li><li>148</li><li>149</li><li>150</li><li>151</li><li>152</li><li>153</li><li>154</li><li>155</li><li>156</li><li>157</li><li>158</li><li>159</li><li>160</li><li>161</li><li>162</li><li>163</li><li>164</li><li>165</li><li>166</li><li>167</li><li>168</li><li>169</li><li>170</li><li>171</li><li>172</li><li>173</li><li>174</li><li>175</li><li>176</li><li>177</li><li>178</li><li>179</li><li>180</li><li>181</li><li>182</li><li>183</li><li>184</li><li>185</li><li>186</li><li>187</li><li>188</li><li>189</li><li>190</li><li>191</li><li>192</li><li>193</li><li>194</li><li>195</li><li>196</li><li>197</li><li>198</li><li>199</li><li>200</li><li>⋯</li><li>387</li><li>388</li><li>389</li><li>390</li><li>391</li><li>392</li><li>393</li><li>394</li><li>395</li><li>396</li><li>397</li><li>398</li><li>399</li><li>400</li><li>401</li><li>402</li><li>403</li><li>404</li><li>405</li><li>406</li><li>407</li><li>408</li><li>409</li><li>410</li><li>411</li><li>412</li><li>413</li><li>414</li><li>415</li><li>416</li><li>417</li><li>418</li><li>419</li><li>420</li><li>421</li><li>422</li><li>423</li><li>424</li><li>425</li><li>426</li><li>427</li><li>428</li><li>429</li><li>430</li><li>431</li><li>432</li><li>433</li><li>434</li><li>435</li><li>436</li><li>437</li><li>438</li><li>439</li><li>440</li><li>441</li><li>442</li><li>443</li><li>444</li><li>445</li><li>446</li><li>447</li><li>448</li><li>449</li><li>450</li><li>451</li><li>452</li><li>453</li><li>454</li><li>455</li><li>456</li><li>457</li><li>458</li><li>459</li><li>460</li><li>461</li><li>462</li><li>463</li><li>464</li><li>465</li><li>466</li><li>467</li><li>468</li><li>469</li><li>470</li><li>471</li><li>472</li><li>473</li><li>474</li><li>475</li><li>476</li><li>477</li><li>478</li><li>479</li><li>480</li><li>481</li><li>482</li><li>483</li><li>484</li><li>485</li><li>486</li><li>487</li><li>488</li><li>489</li><li>490</li><li>491</li><li>492</li><li>493</li><li>494</li><li>495</li><li>496</li><li>497</li><li>498</li><li>499</li><li>500</li><li>501</li><li>502</li><li>503</li><li>504</li><li>505</li><li>506</li><li>507</li><li>508</li><li>509</li><li>510</li><li>511</li><li>512</li><li>513</li><li>514</li><li>515</li><li>516</li><li>517</li><li>518</li><li>519</li><li>520</li><li>521</li><li>522</li><li>523</li><li>524</li><li>525</li><li>526</li><li>527</li><li>528</li><li>529</li><li>530</li><li>531</li><li>532</li><li>533</li><li>534</li><li>535</li><li>536</li><li>537</li><li>538</li><li>539</li><li>540</li><li>541</li><li>542</li><li>543</li><li>544</li><li>545</li><li>546</li><li>547</li><li>548</li><li>549</li><li>550</li><li>551</li><li>552</li><li>553</li><li>554</li><li>555</li><li>556</li><li>557</li><li>558</li><li>559</li><li>560</li><li>561</li><li>562</li><li>563</li><li>564</li><li>565</li><li>566</li><li>567</li><li>568</li><li>569</li><li>570</li><li>571</li><li>572</li><li>573</li><li>574</li><li>575</li><li>576</li><li>577</li><li>578</li><li>579</li><li>580</li><li>581</li><li>582</li><li>583</li><li>584</li><li>585</li><li>586</li></ol>\n"
],
"text/latex": [
"\\begin{enumerate*}\n",
"\\item 1\n",
"\\item 2\n",
"\\item 3\n",
"\\item 4\n",
"\\item 5\n",
"\\item 6\n",
"\\item 7\n",
"\\item 8\n",
"\\item 9\n",
"\\item 10\n",
"\\item 11\n",
"\\item 12\n",
"\\item 13\n",
"\\item 14\n",
"\\item 15\n",
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"\\end{enumerate*}\n"
],
"text/markdown": [
"1. 1\n",
"2. 2\n",
"3. 3\n",
"4. 4\n",
"5. 5\n",
"6. 6\n",
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"\n",
"\n"
],
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"[523] 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540\n",
"[541] 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558\n",
"[559] 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576\n",
"[577] 577 578 579 580 581 582 583 584 585 586"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"c(1:586)"
]
},
{
"cell_type": "code",
"execution_count": 81,
"metadata": {},
"outputs": [],
"source": [
"getData <- function (pageSize,state){\n",
" URL <- sprintf(\"https://api.datos.gob.mx/v1/condiciones-atmosfericas?pageSize=%s&stateabbr=%s\",pageSize,state)\n",
" res <- GET(URL,verbose())\n",
" dat <- fromJSON(rawToChar(res$content))\n",
" return(dat)\n",
"}\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Quintana Roo = \"ROO\"\n",
"## Yucatán = \"YUC\"\n",
"## Campeche = \"CAM\""
]
},
{
"cell_type": "code",
"execution_count": 87,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[1] \"Total of registers: \"\n"
]
},
{
"data": {
"text/html": [
"58652"
],
"text/latex": [
"58652"
],
"text/markdown": [
"58652"
],
"text/plain": [
"[1] 58652"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"total_registers <- first$pagination$total\n",
"perPage <- first$pagination$pageSize\n",
"\n",
"print(\"Total of registers: \")\n",
"\n",
"pages <- total_registers/perPage\n",
"total_registers"
]
},
{
"cell_type": "code",
"execution_count": 88,
"metadata": {},
"outputs": [],
"source": [
"data <- getData(58652,\"ROO\")\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 118,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/html": [
"<table>\n",
"<caption>A data.frame: 58652 × 21</caption>\n",
"<thead>\n",
"\t<tr><th></th><th scope=col>pagination.pageSize</th><th scope=col>pagination.page</th><th scope=col>pagination.total</th><th scope=col>results._id</th><th scope=col>results.cityid</th><th scope=col>results.validdateutc</th><th scope=col>results.winddirectioncardinal</th><th scope=col>results.probabilityofprecip</th><th scope=col>results.relativehumidity</th><th scope=col>results.name</th><th scope=col>⋯</th><th scope=col>results.longitude</th><th scope=col>results.state</th><th scope=col>results.lastreporttime</th><th scope=col>results.skydescriptionlong</th><th scope=col>results.stateabbr</th><th scope=col>results.tempc</th><th scope=col>results.latitude</th><th scope=col>results.iconcode</th><th scope=col>results.windspeedkm</th><th scope=col>results.city</th></tr>\n",
"\t<tr><th></th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>⋯</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th></tr>\n",
"</thead>\n",
"<tbody>\n",
"\t<tr><th scope=row>1</th><td>58652</td><td>1</td><td>58652</td><td>5952983559954a0adbf7b1ff</td><td>MXQR0074</td><td>20170627T140000Z</td><td>ESE</td><td>20</td><td>77</td><td>Cozumel </td><td>⋯</td><td>-86.95759</td><td>Quintana Roo</td><td>20170627T092449Z</td><td>Parcialmente nublado</td><td>ROO</td><td>29</td><td>20.50378</td><td>66</td><td>13</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>2</th><td>58652</td><td>1</td><td>58652</td><td>5952983559954a0adbf7b200</td><td>MXQR0075</td><td>20170627T140000Z</td><td>ESE</td><td>0 </td><td>80</td><td>Isla Mujeres </td><td>⋯</td><td>-86.74609</td><td>Quintana Roo</td><td>20170627T092450Z</td><td>Mayormente nublado </td><td>ROO</td><td>29</td><td>21.25657</td><td>69</td><td>16</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>3</th><td>58652</td><td>1</td><td>58652</td><td>5952983559954a0adbf7b201</td><td>MXQR0076</td><td>20170627T130000Z</td><td>E </td><td>20</td><td>85</td><td>Solidaridad </td><td>⋯</td><td>-87.0755 </td><td>Quintana Roo</td><td>20170627T092456Z</td><td>Parcialmente nublado</td><td>ROO</td><td>28</td><td>20.62814</td><td>66</td><td>5 </td><td>NA</td></tr>\n",
"\t<tr><th scope=row>4</th><td>58652</td><td>1</td><td>58652</td><td>5952983559954a0adbf7b202</td><td>MXQR0165</td><td>20170627T140000Z</td><td>ESE</td><td>10</td><td>77</td><td>Puerto Morelos </td><td>⋯</td><td>-86.87617</td><td>Quintana Roo</td><td>20170627T092450Z</td><td>Mayormente nublado </td><td>ROO</td><td>29</td><td>20.84845</td><td>69</td><td>18</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>5</th><td>58652</td><td>1</td><td>58652</td><td>5952983559954a0adbf7b203</td><td>MXQR1881</td><td>20170627T140000Z</td><td>ESE</td><td>20</td><td>75</td><td>Felipe Carrillo Puerto</td><td>⋯</td><td>-88.04659</td><td>Quintana Roo</td><td>20170627T092450Z</td><td>Parcialmente nublado</td><td>ROO</td><td>29</td><td>19.57851</td><td>66</td><td>10</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>6</th><td>58652</td><td>1</td><td>58652</td><td>5952983559954a0adbf7b204</td><td>MXQR1882</td><td>20170627T140000Z</td><td>E </td><td>20</td><td>77</td><td>Othón P. Blanco </td><td>⋯</td><td>-88.2979 </td><td>Quintana Roo</td><td>20170627T092501Z</td><td>Mayormente nublado </td><td>ROO</td><td>29</td><td>18.49389</td><td>69</td><td>3 </td><td>NA</td></tr>\n",
"\t<tr><th scope=row>7</th><td>58652</td><td>1</td><td>58652</td><td>5952983559954a0adbf7b205</td><td>MXQR1883</td><td>20170627T140000Z</td><td>ESE</td><td>10</td><td>77</td><td>Benito Juárez </td><td>⋯</td><td>-86.82481</td><td>Quintana Roo</td><td>20170627T092454Z</td><td>Mayormente nublado </td><td>ROO</td><td>29</td><td>21.16142</td><td>69</td><td>16</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>8</th><td>58652</td><td>1</td><td>58652</td><td>5952983559954a0adbf7b206</td><td>MXQR1884</td><td>20170627T140000Z</td><td>ESE</td><td>10</td><td>80</td><td>José María Morelos </td><td>⋯</td><td>-88.71052</td><td>Quintana Roo</td><td>20170627T092450Z</td><td>Parcialmente nublado</td><td>ROO</td><td>28</td><td>19.74939</td><td>66</td><td>8 </td><td>NA</td></tr>\n",
"\t<tr><th scope=row>9</th><td>58652</td><td>1</td><td>58652</td><td>5952983559954a0adbf7b207</td><td>MXQR1885</td><td>20170627T140000Z</td><td>ESE</td><td>0 </td><td>73</td><td>Lázaro Cárdenas </td><td>⋯</td><td>-87.48722</td><td>Quintana Roo</td><td>20170627T092450Z</td><td>Parcialmente nublado</td><td>ROO</td><td>29</td><td>21.1014 </td><td>66</td><td>11</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>10</th><td>58652</td><td>1</td><td>58652</td><td>5952983559954a0adbf7b208</td><td>MXQR1886</td><td>20170627T140000Z</td><td>ESE</td><td>20</td><td>76</td><td>Tulum </td><td>⋯</td><td>-87.4632 </td><td>Quintana Roo</td><td>20170627T092456Z</td><td>Parcialmente nublado</td><td>ROO</td><td>29</td><td>20.21078</td><td>66</td><td>14</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>11</th><td>58652</td><td>1</td><td>58652</td><td>5952983559954a0adbf7b41b</td><td>MXXX9826</td><td>20170627T140000Z</td><td>ESE</td><td>20</td><td>78</td><td>Bacalar </td><td>⋯</td><td>-88.38935</td><td>Quintana Roo</td><td>20170627T092501Z</td><td>Mayormente nublado </td><td>ROO</td><td>29</td><td>18.67615</td><td>69</td><td>5 </td><td>NA</td></tr>\n",
"\t<tr><th scope=row>12</th><td>58652</td><td>1</td><td>58652</td><td>5952a1be59954a0adbf7e50a</td><td>MXQR0074</td><td>20170627T140000Z</td><td>ESE</td><td>20</td><td>77</td><td>Cozumel </td><td>⋯</td><td>-86.95759</td><td>Quintana Roo</td><td>20170627T092449Z</td><td>Parcialmente nublado</td><td>ROO</td><td>29</td><td>20.50378</td><td>66</td><td>13</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>13</th><td>58652</td><td>1</td><td>58652</td><td>5952a1be59954a0adbf7e50b</td><td>MXQR0075</td><td>20170627T140000Z</td><td>ESE</td><td>0 </td><td>80</td><td>Isla Mujeres </td><td>⋯</td><td>-86.74609</td><td>Quintana Roo</td><td>20170627T092450Z</td><td>Mayormente nublado </td><td>ROO</td><td>29</td><td>21.25657</td><td>69</td><td>16</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>14</th><td>58652</td><td>1</td><td>58652</td><td>5952a1be59954a0adbf7e50c</td><td>MXQR0076</td><td>20170627T130000Z</td><td>E </td><td>20</td><td>85</td><td>Solidaridad </td><td>⋯</td><td>-87.0755 </td><td>Quintana Roo</td><td>20170627T092456Z</td><td>Parcialmente nublado</td><td>ROO</td><td>28</td><td>20.62814</td><td>66</td><td>5 </td><td>NA</td></tr>\n",
"\t<tr><th scope=row>15</th><td>58652</td><td>1</td><td>58652</td><td>5952a1be59954a0adbf7e50d</td><td>MXQR0165</td><td>20170627T140000Z</td><td>ESE</td><td>10</td><td>77</td><td>Puerto Morelos </td><td>⋯</td><td>-86.87617</td><td>Quintana Roo</td><td>20170627T092450Z</td><td>Mayormente nublado </td><td>ROO</td><td>29</td><td>20.84845</td><td>69</td><td>18</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>16</th><td>58652</td><td>1</td><td>58652</td><td>5952a1be59954a0adbf7e50e</td><td>MXQR1881</td><td>20170627T140000Z</td><td>ESE</td><td>20</td><td>75</td><td>Felipe Carrillo Puerto</td><td>⋯</td><td>-88.04659</td><td>Quintana Roo</td><td>20170627T092450Z</td><td>Parcialmente nublado</td><td>ROO</td><td>29</td><td>19.57851</td><td>66</td><td>10</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>17</th><td>58652</td><td>1</td><td>58652</td><td>5952a1be59954a0adbf7e50f</td><td>MXQR1882</td><td>20170627T140000Z</td><td>E </td><td>20</td><td>77</td><td>Othón P. Blanco </td><td>⋯</td><td>-88.2979 </td><td>Quintana Roo</td><td>20170627T092501Z</td><td>Mayormente nublado </td><td>ROO</td><td>29</td><td>18.49389</td><td>69</td><td>3 </td><td>NA</td></tr>\n",
"\t<tr><th scope=row>18</th><td>58652</td><td>1</td><td>58652</td><td>5952a1be59954a0adbf7e510</td><td>MXQR1883</td><td>20170627T140000Z</td><td>ESE</td><td>10</td><td>77</td><td>Benito Juárez </td><td>⋯</td><td>-86.82481</td><td>Quintana Roo</td><td>20170627T092454Z</td><td>Mayormente nublado </td><td>ROO</td><td>29</td><td>21.16142</td><td>69</td><td>16</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>19</th><td>58652</td><td>1</td><td>58652</td><td>5952a1be59954a0adbf7e511</td><td>MXQR1884</td><td>20170627T140000Z</td><td>ESE</td><td>10</td><td>80</td><td>José María Morelos </td><td>⋯</td><td>-88.71052</td><td>Quintana Roo</td><td>20170627T092450Z</td><td>Parcialmente nublado</td><td>ROO</td><td>28</td><td>19.74939</td><td>66</td><td>8 </td><td>NA</td></tr>\n",
"\t<tr><th scope=row>20</th><td>58652</td><td>1</td><td>58652</td><td>5952a1be59954a0adbf7e512</td><td>MXQR1885</td><td>20170627T140000Z</td><td>ESE</td><td>0 </td><td>73</td><td>Lázaro Cárdenas </td><td>⋯</td><td>-87.48722</td><td>Quintana Roo</td><td>20170627T092450Z</td><td>Parcialmente nublado</td><td>ROO</td><td>29</td><td>21.1014 </td><td>66</td><td>11</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>21</th><td>58652</td><td>1</td><td>58652</td><td>5952a1be59954a0adbf7e513</td><td>MXQR1886</td><td>20170627T140000Z</td><td>ESE</td><td>20</td><td>76</td><td>Tulum </td><td>⋯</td><td>-87.4632 </td><td>Quintana Roo</td><td>20170627T092456Z</td><td>Parcialmente nublado</td><td>ROO</td><td>29</td><td>20.21078</td><td>66</td><td>14</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>22</th><td>58652</td><td>1</td><td>58652</td><td>5952a1be59954a0adbf7e726</td><td>MXXX9826</td><td>20170627T140000Z</td><td>ESE</td><td>20</td><td>78</td><td>Bacalar </td><td>⋯</td><td>-88.38935</td><td>Quintana Roo</td><td>20170627T092501Z</td><td>Mayormente nublado </td><td>ROO</td><td>29</td><td>18.67615</td><td>69</td><td>5 </td><td>NA</td></tr>\n",
"\t<tr><th scope=row>23</th><td>58652</td><td>1</td><td>58652</td><td>5952afcb59954a0adbf82459</td><td>MXQR0074</td><td>20170627T140000Z</td><td>ESE</td><td>20</td><td>77</td><td>Cozumel </td><td>⋯</td><td>-86.95759</td><td>Quintana Roo</td><td>20170627T092449Z</td><td>Parcialmente nublado</td><td>ROO</td><td>29</td><td>20.50378</td><td>66</td><td>13</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>24</th><td>58652</td><td>1</td><td>58652</td><td>5952afcb59954a0adbf8245a</td><td>MXQR0075</td><td>20170627T140000Z</td><td>ESE</td><td>0 </td><td>80</td><td>Isla Mujeres </td><td>⋯</td><td>-86.74609</td><td>Quintana Roo</td><td>20170627T092450Z</td><td>Mayormente nublado </td><td>ROO</td><td>29</td><td>21.25657</td><td>69</td><td>16</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>25</th><td>58652</td><td>1</td><td>58652</td><td>5952afcb59954a0adbf8245b</td><td>MXQR0076</td><td>20170627T130000Z</td><td>E </td><td>20</td><td>85</td><td>Solidaridad </td><td>⋯</td><td>-87.0755 </td><td>Quintana Roo</td><td>20170627T092456Z</td><td>Parcialmente nublado</td><td>ROO</td><td>28</td><td>20.62814</td><td>66</td><td>5 </td><td>NA</td></tr>\n",
"\t<tr><th scope=row>26</th><td>58652</td><td>1</td><td>58652</td><td>5952afcb59954a0adbf8245c</td><td>MXQR0165</td><td>20170627T140000Z</td><td>ESE</td><td>10</td><td>77</td><td>Puerto Morelos </td><td>⋯</td><td>-86.87617</td><td>Quintana Roo</td><td>20170627T092450Z</td><td>Mayormente nublado </td><td>ROO</td><td>29</td><td>20.84845</td><td>69</td><td>18</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>27</th><td>58652</td><td>1</td><td>58652</td><td>5952afcb59954a0adbf8245d</td><td>MXQR1881</td><td>20170627T140000Z</td><td>ESE</td><td>20</td><td>75</td><td>Felipe Carrillo Puerto</td><td>⋯</td><td>-88.04659</td><td>Quintana Roo</td><td>20170627T092450Z</td><td>Parcialmente nublado</td><td>ROO</td><td>29</td><td>19.57851</td><td>66</td><td>10</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>28</th><td>58652</td><td>1</td><td>58652</td><td>5952afcb59954a0adbf8245e</td><td>MXQR1882</td><td>20170627T140000Z</td><td>E </td><td>20</td><td>77</td><td>Othón P. Blanco </td><td>⋯</td><td>-88.2979 </td><td>Quintana Roo</td><td>20170627T092501Z</td><td>Mayormente nublado </td><td>ROO</td><td>29</td><td>18.49389</td><td>69</td><td>3 </td><td>NA</td></tr>\n",
"\t<tr><th scope=row>29</th><td>58652</td><td>1</td><td>58652</td><td>5952afcb59954a0adbf8245f</td><td>MXQR1883</td><td>20170627T140000Z</td><td>ESE</td><td>10</td><td>77</td><td>Benito Juárez </td><td>⋯</td><td>-86.82481</td><td>Quintana Roo</td><td>20170627T092454Z</td><td>Mayormente nublado </td><td>ROO</td><td>29</td><td>21.16142</td><td>69</td><td>16</td><td>NA</td></tr>\n",
"\t<tr><th scope=row>30</th><td>58652</td><td>1</td><td>58652</td><td>5952afcb59954a0adbf82460</td><td>MXQR1884</td><td>20170627T140000Z</td><td>ESE</td><td>10</td><td>80</td><td>José María Morelos </td><td>⋯</td><td>-88.71052</td><td>Quintana Roo</td><td>20170627T092450Z</td><td>Parcialmente nublado</td><td>ROO</td><td>28</td><td>19.74939</td><td>66</td><td>8 </td><td>NA</td></tr>\n",
"\t<tr><th scope=row>⋮</th><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋱</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td></tr>\n",
"\t<tr><th scope=row>58623</th><td>58652</td><td>1</td><td>58652</td><td>5a8c9f46eb88f68a3923edd7</td><td>MXQR0165</td><td>20170904T200000Z</td><td>E </td><td>20</td><td>74</td><td>NA</td><td>⋯</td><td>-86.87617</td><td>Quintana Roo</td><td>20170904T151949Z</td><td>Nublado </td><td>ROO</td><td>30</td><td>20.84845</td><td>67</td><td>16</td><td>Puerto Morelos </td></tr>\n",
"\t<tr><th scope=row>58624</th><td>58652</td><td>1</td><td>58652</td><td>5a8c9f46eb88f68a3923edd8</td><td>MXQR1881</td><td>20170904T190000Z</td><td>E </td><td>20</td><td>68</td><td>NA</td><td>⋯</td><td>-88.04659</td><td>Quintana Roo</td><td>20170904T151949Z</td><td>Parcialmente nublado</td><td>ROO</td><td>33</td><td>19.57851</td><td>66</td><td>3 </td><td>Felipe Carrillo Puerto</td></tr>\n",
"\t<tr><th scope=row>58625</th><td>58652</td><td>1</td><td>58652</td><td>5a8c9f46eb88f68a3923edd9</td><td>MXQR1882</td><td>20170904T190000Z</td><td>ESE</td><td>20</td><td>65</td><td>NA</td><td>⋯</td><td>-88.2979 </td><td>Quintana Roo</td><td>20170904T152000Z</td><td>Mayormente nublado </td><td>ROO</td><td>32</td><td>18.49389</td><td>69</td><td>18</td><td>Othón P. Blanco </td></tr>\n",
"\t<tr><th scope=row>58626</th><td>58652</td><td>1</td><td>58652</td><td>5a8c9f46eb88f68a3923edda</td><td>MXQR1883</td><td>20170904T190000Z</td><td>ENE</td><td>20</td><td>74</td><td>NA</td><td>⋯</td><td>-86.82481</td><td>Quintana Roo</td><td>20170904T151953Z</td><td>Nublado </td><td>ROO</td><td>30</td><td>21.16142</td><td>67</td><td>14</td><td>Benito Juárez </td></tr>\n",
"\t<tr><th scope=row>58627</th><td>58652</td><td>1</td><td>58652</td><td>5a8c9f46eb88f68a3923eddb</td><td>MXQR1884</td><td>20170904T190000Z</td><td>ESE</td><td>20</td><td>61</td><td>NA</td><td>⋯</td><td>-88.71052</td><td>Quintana Roo</td><td>20170904T151950Z</td><td>Mayormente nublado </td><td>ROO</td><td>33</td><td>19.74939</td><td>69</td><td>8 </td><td>José María Morelos </td></tr>\n",
"\t<tr><th scope=row>58628</th><td>58652</td><td>1</td><td>58652</td><td>5a8c9f46eb88f68a3923eddc</td><td>MXQR1885</td><td>20170904T200000Z</td><td>E </td><td>20</td><td>66</td><td>NA</td><td>⋯</td><td>-87.48722</td><td>Quintana Roo</td><td>20170904T151949Z</td><td>Nublado </td><td>ROO</td><td>31</td><td>21.1014 </td><td>67</td><td>11</td><td>Lázaro Cárdenas </td></tr>\n",
"\t<tr><th scope=row>58629</th><td>58652</td><td>1</td><td>58652</td><td>5a8c9f46eb88f68a3923eddd</td><td>MXQR1886</td><td>20170904T200000Z</td><td>E </td><td>20</td><td>72</td><td>NA</td><td>⋯</td><td>-87.4632 </td><td>Quintana Roo</td><td>20170904T151956Z</td><td>Mayormente nublado </td><td>ROO</td><td>31</td><td>20.21078</td><td>69</td><td>14</td><td>Tulum </td></tr>\n",
"\t<tr><th scope=row>58630</th><td>58652</td><td>1</td><td>58652</td><td>5a8c9f46eb88f68a3923eff0</td><td>MXXX9826</td><td>20170904T200000Z</td><td>ESE</td><td>20</td><td>64</td><td>NA</td><td>⋯</td><td>-88.38935</td><td>Quintana Roo</td><td>20170904T152000Z</td><td>Mayormente nublado </td><td>ROO</td><td>32</td><td>18.67615</td><td>69</td><td>13</td><td>Bacalar </td></tr>\n",
"\t<tr><th scope=row>58631</th><td>58652</td><td>1</td><td>58652</td><td>5a8cadd7eb88f68a39259239</td><td>MXQR0074</td><td>20170904T200000Z</td><td>E </td><td>20</td><td>76</td><td>NA</td><td>⋯</td><td>-86.95759</td><td>Quintana Roo</td><td>20170904T151948Z</td><td>Nublado </td><td>ROO</td><td>30</td><td>20.50378</td><td>67</td><td>16</td><td>Cozumel </td></tr>\n",
"\t<tr><th scope=row>58632</th><td>58652</td><td>1</td><td>58652</td><td>5a8cadd7eb88f68a3925923a</td><td>MXQR0075</td><td>20170904T190000Z</td><td>ENE</td><td>20</td><td>78</td><td>NA</td><td>⋯</td><td>-86.74609</td><td>Quintana Roo</td><td>20170904T151949Z</td><td>Nublado </td><td>ROO</td><td>29</td><td>21.25657</td><td>67</td><td>16</td><td>Isla Mujeres </td></tr>\n",
"\t<tr><th scope=row>58633</th><td>58652</td><td>1</td><td>58652</td><td>5a8cadd7eb88f68a3925923b</td><td>MXQR0076</td><td>20170904T190000Z</td><td>E </td><td>20</td><td>73</td><td>NA</td><td>⋯</td><td>-87.0755 </td><td>Quintana Roo</td><td>20170904T151956Z</td><td>Nublado </td><td>ROO</td><td>31</td><td>20.62814</td><td>67</td><td>26</td><td>Solidaridad </td></tr>\n",
"\t<tr><th scope=row>58634</th><td>58652</td><td>1</td><td>58652</td><td>5a8cadd7eb88f68a3925923c</td><td>MXQR0165</td><td>20170904T200000Z</td><td>E </td><td>20</td><td>74</td><td>NA</td><td>⋯</td><td>-86.87617</td><td>Quintana Roo</td><td>20170904T151949Z</td><td>Nublado </td><td>ROO</td><td>30</td><td>20.84845</td><td>67</td><td>16</td><td>Puerto Morelos </td></tr>\n",
"\t<tr><th scope=row>58635</th><td>58652</td><td>1</td><td>58652</td><td>5a8cadd7eb88f68a3925923d</td><td>MXQR1881</td><td>20170904T190000Z</td><td>E </td><td>20</td><td>68</td><td>NA</td><td>⋯</td><td>-88.04659</td><td>Quintana Roo</td><td>20170904T151949Z</td><td>Parcialmente nublado</td><td>ROO</td><td>33</td><td>19.57851</td><td>66</td><td>3 </td><td>Felipe Carrillo Puerto</td></tr>\n",
"\t<tr><th scope=row>58636</th><td>58652</td><td>1</td><td>58652</td><td>5a8cadd7eb88f68a3925923e</td><td>MXQR1882</td><td>20170904T190000Z</td><td>ESE</td><td>20</td><td>65</td><td>NA</td><td>⋯</td><td>-88.2979 </td><td>Quintana Roo</td><td>20170904T152000Z</td><td>Mayormente nublado </td><td>ROO</td><td>32</td><td>18.49389</td><td>69</td><td>18</td><td>Othón P. Blanco </td></tr>\n",
"\t<tr><th scope=row>58637</th><td>58652</td><td>1</td><td>58652</td><td>5a8cadd7eb88f68a3925923f</td><td>MXQR1883</td><td>20170904T190000Z</td><td>ENE</td><td>20</td><td>74</td><td>NA</td><td>⋯</td><td>-86.82481</td><td>Quintana Roo</td><td>20170904T151953Z</td><td>Nublado </td><td>ROO</td><td>30</td><td>21.16142</td><td>67</td><td>14</td><td>Benito Juárez </td></tr>\n",
"\t<tr><th scope=row>58638</th><td>58652</td><td>1</td><td>58652</td><td>5a8cadd7eb88f68a39259240</td><td>MXQR1884</td><td>20170904T190000Z</td><td>ESE</td><td>20</td><td>61</td><td>NA</td><td>⋯</td><td>-88.71052</td><td>Quintana Roo</td><td>20170904T151950Z</td><td>Mayormente nublado </td><td>ROO</td><td>33</td><td>19.74939</td><td>69</td><td>8 </td><td>José María Morelos </td></tr>\n",
"\t<tr><th scope=row>58639</th><td>58652</td><td>1</td><td>58652</td><td>5a8cadd7eb88f68a39259241</td><td>MXQR1885</td><td>20170904T200000Z</td><td>E </td><td>20</td><td>66</td><td>NA</td><td>⋯</td><td>-87.48722</td><td>Quintana Roo</td><td>20170904T151949Z</td><td>Nublado </td><td>ROO</td><td>31</td><td>21.1014 </td><td>67</td><td>11</td><td>Lázaro Cárdenas </td></tr>\n",
"\t<tr><th scope=row>58640</th><td>58652</td><td>1</td><td>58652</td><td>5a8cadd7eb88f68a39259242</td><td>MXQR1886</td><td>20170904T200000Z</td><td>E </td><td>20</td><td>72</td><td>NA</td><td>⋯</td><td>-87.4632 </td><td>Quintana Roo</td><td>20170904T151956Z</td><td>Mayormente nublado </td><td>ROO</td><td>31</td><td>20.21078</td><td>69</td><td>14</td><td>Tulum </td></tr>\n",
"\t<tr><th scope=row>58641</th><td>58652</td><td>1</td><td>58652</td><td>5a8cadd7eb88f68a39259457</td><td>MXXX9826</td><td>20170904T200000Z</td><td>ESE</td><td>20</td><td>64</td><td>NA</td><td>⋯</td><td>-88.38935</td><td>Quintana Roo</td><td>20170904T152000Z</td><td>Mayormente nublado </td><td>ROO</td><td>32</td><td>18.67615</td><td>69</td><td>13</td><td>Bacalar </td></tr>\n",
"\t<tr><th scope=row>58642</th><td>58652</td><td>1</td><td>58652</td><td>5a8cbb8feb88f68a3930cdb3</td><td>MXQR0074</td><td>20170904T200000Z</td><td>E </td><td>20</td><td>76</td><td>NA</td><td>⋯</td><td>-86.95759</td><td>Quintana Roo</td><td>20170904T151948Z</td><td>Nublado </td><td>ROO</td><td>30</td><td>20.50378</td><td>67</td><td>16</td><td>Cozumel </td></tr>\n",
"\t<tr><th scope=row>58643</th><td>58652</td><td>1</td><td>58652</td><td>5a8cbb8feb88f68a3930cdb4</td><td>MXQR0075</td><td>20170904T190000Z</td><td>ENE</td><td>20</td><td>78</td><td>NA</td><td>⋯</td><td>-86.74609</td><td>Quintana Roo</td><td>20170904T151949Z</td><td>Nublado </td><td>ROO</td><td>29</td><td>21.25657</td><td>67</td><td>16</td><td>Isla Mujeres </td></tr>\n",
"\t<tr><th scope=row>58644</th><td>58652</td><td>1</td><td>58652</td><td>5a8cbb8feb88f68a3930cdb5</td><td>MXQR0076</td><td>20170904T190000Z</td><td>E </td><td>20</td><td>73</td><td>NA</td><td>⋯</td><td>-87.0755 </td><td>Quintana Roo</td><td>20170904T151956Z</td><td>Nublado </td><td>ROO</td><td>31</td><td>20.62814</td><td>67</td><td>26</td><td>Solidaridad </td></tr>\n",
"\t<tr><th scope=row>58645</th><td>58652</td><td>1</td><td>58652</td><td>5a8cbb8feb88f68a3930cdb6</td><td>MXQR0165</td><td>20170904T200000Z</td><td>E </td><td>20</td><td>74</td><td>NA</td><td>⋯</td><td>-86.87617</td><td>Quintana Roo</td><td>20170904T151949Z</td><td>Nublado </td><td>ROO</td><td>30</td><td>20.84845</td><td>67</td><td>16</td><td>Puerto Morelos </td></tr>\n",
"\t<tr><th scope=row>58646</th><td>58652</td><td>1</td><td>58652</td><td>5a8cbb8feb88f68a3930cdb7</td><td>MXQR1881</td><td>20170904T190000Z</td><td>E </td><td>20</td><td>68</td><td>NA</td><td>⋯</td><td>-88.04659</td><td>Quintana Roo</td><td>20170904T151949Z</td><td>Parcialmente nublado</td><td>ROO</td><td>33</td><td>19.57851</td><td>66</td><td>3 </td><td>Felipe Carrillo Puerto</td></tr>\n",
"\t<tr><th scope=row>58647</th><td>58652</td><td>1</td><td>58652</td><td>5a8cbb8feb88f68a3930cdb8</td><td>MXQR1882</td><td>20170904T190000Z</td><td>ESE</td><td>20</td><td>65</td><td>NA</td><td>⋯</td><td>-88.2979 </td><td>Quintana Roo</td><td>20170904T152000Z</td><td>Mayormente nublado </td><td>ROO</td><td>32</td><td>18.49389</td><td>69</td><td>18</td><td>Othón P. Blanco </td></tr>\n",
"\t<tr><th scope=row>58648</th><td>58652</td><td>1</td><td>58652</td><td>5a8cbb8feb88f68a3930cdb9</td><td>MXQR1883</td><td>20170904T190000Z</td><td>ENE</td><td>20</td><td>74</td><td>NA</td><td>⋯</td><td>-86.82481</td><td>Quintana Roo</td><td>20170904T151953Z</td><td>Nublado </td><td>ROO</td><td>30</td><td>21.16142</td><td>67</td><td>14</td><td>Benito Juárez </td></tr>\n",
"\t<tr><th scope=row>58649</th><td>58652</td><td>1</td><td>58652</td><td>5a8cbb8feb88f68a3930cdba</td><td>MXQR1884</td><td>20170904T190000Z</td><td>ESE</td><td>20</td><td>61</td><td>NA</td><td>⋯</td><td>-88.71052</td><td>Quintana Roo</td><td>20170904T151950Z</td><td>Mayormente nublado </td><td>ROO</td><td>33</td><td>19.74939</td><td>69</td><td>8 </td><td>José María Morelos </td></tr>\n",
"\t<tr><th scope=row>58650</th><td>58652</td><td>1</td><td>58652</td><td>5a8cbb8feb88f68a3930cdbb</td><td>MXQR1885</td><td>20170904T200000Z</td><td>E </td><td>20</td><td>66</td><td>NA</td><td>⋯</td><td>-87.48722</td><td>Quintana Roo</td><td>20170904T151949Z</td><td>Nublado </td><td>ROO</td><td>31</td><td>21.1014 </td><td>67</td><td>11</td><td>Lázaro Cárdenas </td></tr>\n",
"\t<tr><th scope=row>58651</th><td>58652</td><td>1</td><td>58652</td><td>5a8cbb8feb88f68a3930cdbc</td><td>MXQR1886</td><td>20170904T200000Z</td><td>E </td><td>20</td><td>72</td><td>NA</td><td>⋯</td><td>-87.4632 </td><td>Quintana Roo</td><td>20170904T151956Z</td><td>Mayormente nublado </td><td>ROO</td><td>31</td><td>20.21078</td><td>69</td><td>14</td><td>Tulum </td></tr>\n",
"\t<tr><th scope=row>58652</th><td>58652</td><td>1</td><td>58652</td><td>5a8cbb8feb88f68a3930cfcf</td><td>MXXX9826</td><td>20170904T200000Z</td><td>ESE</td><td>20</td><td>64</td><td>NA</td><td>⋯</td><td>-88.38935</td><td>Quintana Roo</td><td>20170904T152000Z</td><td>Mayormente nublado </td><td>ROO</td><td>32</td><td>18.67615</td><td>69</td><td>13</td><td>Bacalar </td></tr>\n",
"</tbody>\n",
"</table>\n"
],
"text/latex": [
"A data.frame: 58652 × 21\n",
"\\begin{tabular}{r|lllllllllllllllllllll}\n",
" & pagination.pageSize & pagination.page & pagination.total & results.\\_id & results.cityid & results.validdateutc & results.winddirectioncardinal & results.probabilityofprecip & results.relativehumidity & results.name & ⋯ & results.longitude & results.state & results.lastreporttime & results.skydescriptionlong & results.stateabbr & results.tempc & results.latitude & results.iconcode & results.windspeedkm & results.city\\\\\n",
" & <int> & <int> & <int> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & ⋯ & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr>\\\\\n",
"\\hline\n",
"\t1 & 58652 & 1 & 58652 & 5952983559954a0adbf7b1ff & MXQR0074 & 20170627T140000Z & ESE & 20 & 77 & Cozumel & ⋯ & -86.95759 & Quintana Roo & 20170627T092449Z & Parcialmente nublado & ROO & 29 & 20.50378 & 66 & 13 & NA\\\\\n",
"\t2 & 58652 & 1 & 58652 & 5952983559954a0adbf7b200 & MXQR0075 & 20170627T140000Z & ESE & 0 & 80 & Isla Mujeres & ⋯ & -86.74609 & Quintana Roo & 20170627T092450Z & Mayormente nublado & ROO & 29 & 21.25657 & 69 & 16 & NA\\\\\n",
"\t3 & 58652 & 1 & 58652 & 5952983559954a0adbf7b201 & MXQR0076 & 20170627T130000Z & E & 20 & 85 & Solidaridad & ⋯ & -87.0755 & Quintana Roo & 20170627T092456Z & Parcialmente nublado & ROO & 28 & 20.62814 & 66 & 5 & NA\\\\\n",
"\t4 & 58652 & 1 & 58652 & 5952983559954a0adbf7b202 & MXQR0165 & 20170627T140000Z & ESE & 10 & 77 & Puerto Morelos & ⋯ & -86.87617 & Quintana Roo & 20170627T092450Z & Mayormente nublado & ROO & 29 & 20.84845 & 69 & 18 & NA\\\\\n",
"\t5 & 58652 & 1 & 58652 & 5952983559954a0adbf7b203 & MXQR1881 & 20170627T140000Z & ESE & 20 & 75 & Felipe Carrillo Puerto & ⋯ & -88.04659 & Quintana Roo & 20170627T092450Z & Parcialmente nublado & ROO & 29 & 19.57851 & 66 & 10 & NA\\\\\n",
"\t6 & 58652 & 1 & 58652 & 5952983559954a0adbf7b204 & MXQR1882 & 20170627T140000Z & E & 20 & 77 & Othón P. Blanco & ⋯ & -88.2979 & Quintana Roo & 20170627T092501Z & Mayormente nublado & ROO & 29 & 18.49389 & 69 & 3 & NA\\\\\n",
"\t7 & 58652 & 1 & 58652 & 5952983559954a0adbf7b205 & MXQR1883 & 20170627T140000Z & ESE & 10 & 77 & Benito Juárez & ⋯ & -86.82481 & Quintana Roo & 20170627T092454Z & Mayormente nublado & ROO & 29 & 21.16142 & 69 & 16 & NA\\\\\n",
"\t8 & 58652 & 1 & 58652 & 5952983559954a0adbf7b206 & MXQR1884 & 20170627T140000Z & ESE & 10 & 80 & José María Morelos & ⋯ & -88.71052 & Quintana Roo & 20170627T092450Z & Parcialmente nublado & ROO & 28 & 19.74939 & 66 & 8 & NA\\\\\n",
"\t9 & 58652 & 1 & 58652 & 5952983559954a0adbf7b207 & MXQR1885 & 20170627T140000Z & ESE & 0 & 73 & Lázaro Cárdenas & ⋯ & -87.48722 & Quintana Roo & 20170627T092450Z & Parcialmente nublado & ROO & 29 & 21.1014 & 66 & 11 & NA\\\\\n",
"\t10 & 58652 & 1 & 58652 & 5952983559954a0adbf7b208 & MXQR1886 & 20170627T140000Z & ESE & 20 & 76 & Tulum & ⋯ & -87.4632 & Quintana Roo & 20170627T092456Z & Parcialmente nublado & ROO & 29 & 20.21078 & 66 & 14 & NA\\\\\n",
"\t11 & 58652 & 1 & 58652 & 5952983559954a0adbf7b41b & MXXX9826 & 20170627T140000Z & ESE & 20 & 78 & Bacalar & ⋯ & -88.38935 & Quintana Roo & 20170627T092501Z & Mayormente nublado & ROO & 29 & 18.67615 & 69 & 5 & NA\\\\\n",
"\t12 & 58652 & 1 & 58652 & 5952a1be59954a0adbf7e50a & MXQR0074 & 20170627T140000Z & ESE & 20 & 77 & Cozumel & ⋯ & -86.95759 & Quintana Roo & 20170627T092449Z & Parcialmente nublado & ROO & 29 & 20.50378 & 66 & 13 & NA\\\\\n",
"\t13 & 58652 & 1 & 58652 & 5952a1be59954a0adbf7e50b & MXQR0075 & 20170627T140000Z & ESE & 0 & 80 & Isla Mujeres & ⋯ & -86.74609 & Quintana Roo & 20170627T092450Z & Mayormente nublado & ROO & 29 & 21.25657 & 69 & 16 & NA\\\\\n",
"\t14 & 58652 & 1 & 58652 & 5952a1be59954a0adbf7e50c & MXQR0076 & 20170627T130000Z & E & 20 & 85 & Solidaridad & ⋯ & -87.0755 & Quintana Roo & 20170627T092456Z & Parcialmente nublado & ROO & 28 & 20.62814 & 66 & 5 & NA\\\\\n",
"\t15 & 58652 & 1 & 58652 & 5952a1be59954a0adbf7e50d & MXQR0165 & 20170627T140000Z & ESE & 10 & 77 & Puerto Morelos & ⋯ & -86.87617 & Quintana Roo & 20170627T092450Z & Mayormente nublado & ROO & 29 & 20.84845 & 69 & 18 & NA\\\\\n",
"\t16 & 58652 & 1 & 58652 & 5952a1be59954a0adbf7e50e & MXQR1881 & 20170627T140000Z & ESE & 20 & 75 & Felipe Carrillo Puerto & ⋯ & -88.04659 & Quintana Roo & 20170627T092450Z & Parcialmente nublado & ROO & 29 & 19.57851 & 66 & 10 & NA\\\\\n",
"\t17 & 58652 & 1 & 58652 & 5952a1be59954a0adbf7e50f & MXQR1882 & 20170627T140000Z & E & 20 & 77 & Othón P. Blanco & ⋯ & -88.2979 & Quintana Roo & 20170627T092501Z & Mayormente nublado & ROO & 29 & 18.49389 & 69 & 3 & NA\\\\\n",
"\t18 & 58652 & 1 & 58652 & 5952a1be59954a0adbf7e510 & MXQR1883 & 20170627T140000Z & ESE & 10 & 77 & Benito Juárez & ⋯ & -86.82481 & Quintana Roo & 20170627T092454Z & Mayormente nublado & ROO & 29 & 21.16142 & 69 & 16 & NA\\\\\n",
"\t19 & 58652 & 1 & 58652 & 5952a1be59954a0adbf7e511 & MXQR1884 & 20170627T140000Z & ESE & 10 & 80 & José María Morelos & ⋯ & -88.71052 & Quintana Roo & 20170627T092450Z & Parcialmente nublado & ROO & 28 & 19.74939 & 66 & 8 & NA\\\\\n",
"\t20 & 58652 & 1 & 58652 & 5952a1be59954a0adbf7e512 & MXQR1885 & 20170627T140000Z & ESE & 0 & 73 & Lázaro Cárdenas & ⋯ & -87.48722 & Quintana Roo & 20170627T092450Z & Parcialmente nublado & ROO & 29 & 21.1014 & 66 & 11 & NA\\\\\n",
"\t21 & 58652 & 1 & 58652 & 5952a1be59954a0adbf7e513 & MXQR1886 & 20170627T140000Z & ESE & 20 & 76 & Tulum & ⋯ & -87.4632 & Quintana Roo & 20170627T092456Z & Parcialmente nublado & ROO & 29 & 20.21078 & 66 & 14 & NA\\\\\n",
"\t22 & 58652 & 1 & 58652 & 5952a1be59954a0adbf7e726 & MXXX9826 & 20170627T140000Z & ESE & 20 & 78 & Bacalar & ⋯ & -88.38935 & Quintana Roo & 20170627T092501Z & Mayormente nublado & ROO & 29 & 18.67615 & 69 & 5 & NA\\\\\n",
"\t23 & 58652 & 1 & 58652 & 5952afcb59954a0adbf82459 & MXQR0074 & 20170627T140000Z & ESE & 20 & 77 & Cozumel & ⋯ & -86.95759 & Quintana Roo & 20170627T092449Z & Parcialmente nublado & ROO & 29 & 20.50378 & 66 & 13 & NA\\\\\n",
"\t24 & 58652 & 1 & 58652 & 5952afcb59954a0adbf8245a & MXQR0075 & 20170627T140000Z & ESE & 0 & 80 & Isla Mujeres & ⋯ & -86.74609 & Quintana Roo & 20170627T092450Z & Mayormente nublado & ROO & 29 & 21.25657 & 69 & 16 & NA\\\\\n",
"\t25 & 58652 & 1 & 58652 & 5952afcb59954a0adbf8245b & MXQR0076 & 20170627T130000Z & E & 20 & 85 & Solidaridad & ⋯ & -87.0755 & Quintana Roo & 20170627T092456Z & Parcialmente nublado & ROO & 28 & 20.62814 & 66 & 5 & NA\\\\\n",
"\t26 & 58652 & 1 & 58652 & 5952afcb59954a0adbf8245c & MXQR0165 & 20170627T140000Z & ESE & 10 & 77 & Puerto Morelos & ⋯ & -86.87617 & Quintana Roo & 20170627T092450Z & Mayormente nublado & ROO & 29 & 20.84845 & 69 & 18 & NA\\\\\n",
"\t27 & 58652 & 1 & 58652 & 5952afcb59954a0adbf8245d & MXQR1881 & 20170627T140000Z & ESE & 20 & 75 & Felipe Carrillo Puerto & ⋯ & -88.04659 & Quintana Roo & 20170627T092450Z & Parcialmente nublado & ROO & 29 & 19.57851 & 66 & 10 & NA\\\\\n",
"\t28 & 58652 & 1 & 58652 & 5952afcb59954a0adbf8245e & MXQR1882 & 20170627T140000Z & E & 20 & 77 & Othón P. Blanco & ⋯ & -88.2979 & Quintana Roo & 20170627T092501Z & Mayormente nublado & ROO & 29 & 18.49389 & 69 & 3 & NA\\\\\n",
"\t29 & 58652 & 1 & 58652 & 5952afcb59954a0adbf8245f & MXQR1883 & 20170627T140000Z & ESE & 10 & 77 & Benito Juárez & ⋯ & -86.82481 & Quintana Roo & 20170627T092454Z & Mayormente nublado & ROO & 29 & 21.16142 & 69 & 16 & NA\\\\\n",
"\t30 & 58652 & 1 & 58652 & 5952afcb59954a0adbf82460 & MXQR1884 & 20170627T140000Z & ESE & 10 & 80 & José María Morelos & ⋯ & -88.71052 & Quintana Roo & 20170627T092450Z & Parcialmente nublado & ROO & 28 & 19.74939 & 66 & 8 & NA\\\\\n",
"\t⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋱ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮\\\\\n",
"\t58623 & 58652 & 1 & 58652 & 5a8c9f46eb88f68a3923edd7 & MXQR0165 & 20170904T200000Z & E & 20 & 74 & NA & ⋯ & -86.87617 & Quintana Roo & 20170904T151949Z & Nublado & ROO & 30 & 20.84845 & 67 & 16 & Puerto Morelos \\\\\n",
"\t58624 & 58652 & 1 & 58652 & 5a8c9f46eb88f68a3923edd8 & MXQR1881 & 20170904T190000Z & E & 20 & 68 & NA & ⋯ & -88.04659 & Quintana Roo & 20170904T151949Z & Parcialmente nublado & ROO & 33 & 19.57851 & 66 & 3 & Felipe Carrillo Puerto\\\\\n",
"\t58625 & 58652 & 1 & 58652 & 5a8c9f46eb88f68a3923edd9 & MXQR1882 & 20170904T190000Z & ESE & 20 & 65 & NA & ⋯ & -88.2979 & Quintana Roo & 20170904T152000Z & Mayormente nublado & ROO & 32 & 18.49389 & 69 & 18 & Othón P. Blanco \\\\\n",
"\t58626 & 58652 & 1 & 58652 & 5a8c9f46eb88f68a3923edda & MXQR1883 & 20170904T190000Z & ENE & 20 & 74 & NA & ⋯ & -86.82481 & Quintana Roo & 20170904T151953Z & Nublado & ROO & 30 & 21.16142 & 67 & 14 & Benito Juárez \\\\\n",
"\t58627 & 58652 & 1 & 58652 & 5a8c9f46eb88f68a3923eddb & MXQR1884 & 20170904T190000Z & ESE & 20 & 61 & NA & ⋯ & -88.71052 & Quintana Roo & 20170904T151950Z & Mayormente nublado & ROO & 33 & 19.74939 & 69 & 8 & José María Morelos \\\\\n",
"\t58628 & 58652 & 1 & 58652 & 5a8c9f46eb88f68a3923eddc & MXQR1885 & 20170904T200000Z & E & 20 & 66 & NA & ⋯ & -87.48722 & Quintana Roo & 20170904T151949Z & Nublado & ROO & 31 & 21.1014 & 67 & 11 & Lázaro Cárdenas \\\\\n",
"\t58629 & 58652 & 1 & 58652 & 5a8c9f46eb88f68a3923eddd & MXQR1886 & 20170904T200000Z & E & 20 & 72 & NA & ⋯ & -87.4632 & Quintana Roo & 20170904T151956Z & Mayormente nublado & ROO & 31 & 20.21078 & 69 & 14 & Tulum \\\\\n",
"\t58630 & 58652 & 1 & 58652 & 5a8c9f46eb88f68a3923eff0 & MXXX9826 & 20170904T200000Z & ESE & 20 & 64 & NA & ⋯ & -88.38935 & Quintana Roo & 20170904T152000Z & Mayormente nublado & ROO & 32 & 18.67615 & 69 & 13 & Bacalar \\\\\n",
"\t58631 & 58652 & 1 & 58652 & 5a8cadd7eb88f68a39259239 & MXQR0074 & 20170904T200000Z & E & 20 & 76 & NA & ⋯ & -86.95759 & Quintana Roo & 20170904T151948Z & Nublado & ROO & 30 & 20.50378 & 67 & 16 & Cozumel \\\\\n",
"\t58632 & 58652 & 1 & 58652 & 5a8cadd7eb88f68a3925923a & MXQR0075 & 20170904T190000Z & ENE & 20 & 78 & NA & ⋯ & -86.74609 & Quintana Roo & 20170904T151949Z & Nublado & ROO & 29 & 21.25657 & 67 & 16 & Isla Mujeres \\\\\n",
"\t58633 & 58652 & 1 & 58652 & 5a8cadd7eb88f68a3925923b & MXQR0076 & 20170904T190000Z & E & 20 & 73 & NA & ⋯ & -87.0755 & Quintana Roo & 20170904T151956Z & Nublado & ROO & 31 & 20.62814 & 67 & 26 & Solidaridad \\\\\n",
"\t58634 & 58652 & 1 & 58652 & 5a8cadd7eb88f68a3925923c & MXQR0165 & 20170904T200000Z & E & 20 & 74 & NA & ⋯ & -86.87617 & Quintana Roo & 20170904T151949Z & Nublado & ROO & 30 & 20.84845 & 67 & 16 & Puerto Morelos \\\\\n",
"\t58635 & 58652 & 1 & 58652 & 5a8cadd7eb88f68a3925923d & MXQR1881 & 20170904T190000Z & E & 20 & 68 & NA & ⋯ & -88.04659 & Quintana Roo & 20170904T151949Z & Parcialmente nublado & ROO & 33 & 19.57851 & 66 & 3 & Felipe Carrillo Puerto\\\\\n",
"\t58636 & 58652 & 1 & 58652 & 5a8cadd7eb88f68a3925923e & MXQR1882 & 20170904T190000Z & ESE & 20 & 65 & NA & ⋯ & -88.2979 & Quintana Roo & 20170904T152000Z & Mayormente nublado & ROO & 32 & 18.49389 & 69 & 18 & Othón P. Blanco \\\\\n",
"\t58637 & 58652 & 1 & 58652 & 5a8cadd7eb88f68a3925923f & MXQR1883 & 20170904T190000Z & ENE & 20 & 74 & NA & ⋯ & -86.82481 & Quintana Roo & 20170904T151953Z & Nublado & ROO & 30 & 21.16142 & 67 & 14 & Benito Juárez \\\\\n",
"\t58638 & 58652 & 1 & 58652 & 5a8cadd7eb88f68a39259240 & MXQR1884 & 20170904T190000Z & ESE & 20 & 61 & NA & ⋯ & -88.71052 & Quintana Roo & 20170904T151950Z & Mayormente nublado & ROO & 33 & 19.74939 & 69 & 8 & José María Morelos \\\\\n",
"\t58639 & 58652 & 1 & 58652 & 5a8cadd7eb88f68a39259241 & MXQR1885 & 20170904T200000Z & E & 20 & 66 & NA & ⋯ & -87.48722 & Quintana Roo & 20170904T151949Z & Nublado & ROO & 31 & 21.1014 & 67 & 11 & Lázaro Cárdenas \\\\\n",
"\t58640 & 58652 & 1 & 58652 & 5a8cadd7eb88f68a39259242 & MXQR1886 & 20170904T200000Z & E & 20 & 72 & NA & ⋯ & -87.4632 & Quintana Roo & 20170904T151956Z & Mayormente nublado & ROO & 31 & 20.21078 & 69 & 14 & Tulum \\\\\n",
"\t58641 & 58652 & 1 & 58652 & 5a8cadd7eb88f68a39259457 & MXXX9826 & 20170904T200000Z & ESE & 20 & 64 & NA & ⋯ & -88.38935 & Quintana Roo & 20170904T152000Z & Mayormente nublado & ROO & 32 & 18.67615 & 69 & 13 & Bacalar \\\\\n",
"\t58642 & 58652 & 1 & 58652 & 5a8cbb8feb88f68a3930cdb3 & MXQR0074 & 20170904T200000Z & E & 20 & 76 & NA & ⋯ & -86.95759 & Quintana Roo & 20170904T151948Z & Nublado & ROO & 30 & 20.50378 & 67 & 16 & Cozumel \\\\\n",
"\t58643 & 58652 & 1 & 58652 & 5a8cbb8feb88f68a3930cdb4 & MXQR0075 & 20170904T190000Z & ENE & 20 & 78 & NA & ⋯ & -86.74609 & Quintana Roo & 20170904T151949Z & Nublado & ROO & 29 & 21.25657 & 67 & 16 & Isla Mujeres \\\\\n",
"\t58644 & 58652 & 1 & 58652 & 5a8cbb8feb88f68a3930cdb5 & MXQR0076 & 20170904T190000Z & E & 20 & 73 & NA & ⋯ & -87.0755 & Quintana Roo & 20170904T151956Z & Nublado & ROO & 31 & 20.62814 & 67 & 26 & Solidaridad \\\\\n",
"\t58645 & 58652 & 1 & 58652 & 5a8cbb8feb88f68a3930cdb6 & MXQR0165 & 20170904T200000Z & E & 20 & 74 & NA & ⋯ & -86.87617 & Quintana Roo & 20170904T151949Z & Nublado & ROO & 30 & 20.84845 & 67 & 16 & Puerto Morelos \\\\\n",
"\t58646 & 58652 & 1 & 58652 & 5a8cbb8feb88f68a3930cdb7 & MXQR1881 & 20170904T190000Z & E & 20 & 68 & NA & ⋯ & -88.04659 & Quintana Roo & 20170904T151949Z & Parcialmente nublado & ROO & 33 & 19.57851 & 66 & 3 & Felipe Carrillo Puerto\\\\\n",
"\t58647 & 58652 & 1 & 58652 & 5a8cbb8feb88f68a3930cdb8 & MXQR1882 & 20170904T190000Z & ESE & 20 & 65 & NA & ⋯ & -88.2979 & Quintana Roo & 20170904T152000Z & Mayormente nublado & ROO & 32 & 18.49389 & 69 & 18 & Othón P. Blanco \\\\\n",
"\t58648 & 58652 & 1 & 58652 & 5a8cbb8feb88f68a3930cdb9 & MXQR1883 & 20170904T190000Z & ENE & 20 & 74 & NA & ⋯ & -86.82481 & Quintana Roo & 20170904T151953Z & Nublado & ROO & 30 & 21.16142 & 67 & 14 & Benito Juárez \\\\\n",
"\t58649 & 58652 & 1 & 58652 & 5a8cbb8feb88f68a3930cdba & MXQR1884 & 20170904T190000Z & ESE & 20 & 61 & NA & ⋯ & -88.71052 & Quintana Roo & 20170904T151950Z & Mayormente nublado & ROO & 33 & 19.74939 & 69 & 8 & José María Morelos \\\\\n",
"\t58650 & 58652 & 1 & 58652 & 5a8cbb8feb88f68a3930cdbb & MXQR1885 & 20170904T200000Z & E & 20 & 66 & NA & ⋯ & -87.48722 & Quintana Roo & 20170904T151949Z & Nublado & ROO & 31 & 21.1014 & 67 & 11 & Lázaro Cárdenas \\\\\n",
"\t58651 & 58652 & 1 & 58652 & 5a8cbb8feb88f68a3930cdbc & MXQR1886 & 20170904T200000Z & E & 20 & 72 & NA & ⋯ & -87.4632 & Quintana Roo & 20170904T151956Z & Mayormente nublado & ROO & 31 & 20.21078 & 69 & 14 & Tulum \\\\\n",
"\t58652 & 58652 & 1 & 58652 & 5a8cbb8feb88f68a3930cfcf & MXXX9826 & 20170904T200000Z & ESE & 20 & 64 & NA & ⋯ & -88.38935 & Quintana Roo & 20170904T152000Z & Mayormente nublado & ROO & 32 & 18.67615 & 69 & 13 & Bacalar \\\\\n",
"\\end{tabular}\n"
],
"text/markdown": [
"\n",
"A data.frame: 58652 × 21\n",
"\n",
"| <!--/--> | pagination.pageSize &lt;int&gt; | pagination.page &lt;int&gt; | pagination.total &lt;int&gt; | results._id &lt;chr&gt; | results.cityid &lt;chr&gt; | results.validdateutc &lt;chr&gt; | results.winddirectioncardinal &lt;chr&gt; | results.probabilityofprecip &lt;chr&gt; | results.relativehumidity &lt;chr&gt; | results.name &lt;chr&gt; | ⋯ ⋯ | results.longitude &lt;chr&gt; | results.state &lt;chr&gt; | results.lastreporttime &lt;chr&gt; | results.skydescriptionlong &lt;chr&gt; | results.stateabbr &lt;chr&gt; | results.tempc &lt;chr&gt; | results.latitude &lt;chr&gt; | results.iconcode &lt;chr&gt; | results.windspeedkm &lt;chr&gt; | results.city &lt;chr&gt; |\n",
"|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n",
"| 1 | 58652 | 1 | 58652 | 5952983559954a0adbf7b1ff | MXQR0074 | 20170627T140000Z | ESE | 20 | 77 | Cozumel | ⋯ | -86.95759 | Quintana Roo | 20170627T092449Z | Parcialmente nublado | ROO | 29 | 20.50378 | 66 | 13 | NA |\n",
"| 2 | 58652 | 1 | 58652 | 5952983559954a0adbf7b200 | MXQR0075 | 20170627T140000Z | ESE | 0 | 80 | Isla Mujeres | ⋯ | -86.74609 | Quintana Roo | 20170627T092450Z | Mayormente nublado | ROO | 29 | 21.25657 | 69 | 16 | NA |\n",
"| 3 | 58652 | 1 | 58652 | 5952983559954a0adbf7b201 | MXQR0076 | 20170627T130000Z | E | 20 | 85 | Solidaridad | ⋯ | -87.0755 | Quintana Roo | 20170627T092456Z | Parcialmente nublado | ROO | 28 | 20.62814 | 66 | 5 | NA |\n",
"| 4 | 58652 | 1 | 58652 | 5952983559954a0adbf7b202 | MXQR0165 | 20170627T140000Z | ESE | 10 | 77 | Puerto Morelos | ⋯ | -86.87617 | Quintana Roo | 20170627T092450Z | Mayormente nublado | ROO | 29 | 20.84845 | 69 | 18 | NA |\n",
"| 5 | 58652 | 1 | 58652 | 5952983559954a0adbf7b203 | MXQR1881 | 20170627T140000Z | ESE | 20 | 75 | Felipe Carrillo Puerto | ⋯ | -88.04659 | Quintana Roo | 20170627T092450Z | Parcialmente nublado | ROO | 29 | 19.57851 | 66 | 10 | NA |\n",
"| 6 | 58652 | 1 | 58652 | 5952983559954a0adbf7b204 | MXQR1882 | 20170627T140000Z | E | 20 | 77 | Othón P. Blanco | ⋯ | -88.2979 | Quintana Roo | 20170627T092501Z | Mayormente nublado | ROO | 29 | 18.49389 | 69 | 3 | NA |\n",
"| 7 | 58652 | 1 | 58652 | 5952983559954a0adbf7b205 | MXQR1883 | 20170627T140000Z | ESE | 10 | 77 | Benito Juárez | ⋯ | -86.82481 | Quintana Roo | 20170627T092454Z | Mayormente nublado | ROO | 29 | 21.16142 | 69 | 16 | NA |\n",
"| 8 | 58652 | 1 | 58652 | 5952983559954a0adbf7b206 | MXQR1884 | 20170627T140000Z | ESE | 10 | 80 | José María Morelos | ⋯ | -88.71052 | Quintana Roo | 20170627T092450Z | Parcialmente nublado | ROO | 28 | 19.74939 | 66 | 8 | NA |\n",
"| 9 | 58652 | 1 | 58652 | 5952983559954a0adbf7b207 | MXQR1885 | 20170627T140000Z | ESE | 0 | 73 | Lázaro Cárdenas | ⋯ | -87.48722 | Quintana Roo | 20170627T092450Z | Parcialmente nublado | ROO | 29 | 21.1014 | 66 | 11 | NA |\n",
"| 10 | 58652 | 1 | 58652 | 5952983559954a0adbf7b208 | MXQR1886 | 20170627T140000Z | ESE | 20 | 76 | Tulum | ⋯ | -87.4632 | Quintana Roo | 20170627T092456Z | Parcialmente nublado | ROO | 29 | 20.21078 | 66 | 14 | NA |\n",
"| 11 | 58652 | 1 | 58652 | 5952983559954a0adbf7b41b | MXXX9826 | 20170627T140000Z | ESE | 20 | 78 | Bacalar | ⋯ | -88.38935 | Quintana Roo | 20170627T092501Z | Mayormente nublado | ROO | 29 | 18.67615 | 69 | 5 | NA |\n",
"| 12 | 58652 | 1 | 58652 | 5952a1be59954a0adbf7e50a | MXQR0074 | 20170627T140000Z | ESE | 20 | 77 | Cozumel | ⋯ | -86.95759 | Quintana Roo | 20170627T092449Z | Parcialmente nublado | ROO | 29 | 20.50378 | 66 | 13 | NA |\n",
"| 13 | 58652 | 1 | 58652 | 5952a1be59954a0adbf7e50b | MXQR0075 | 20170627T140000Z | ESE | 0 | 80 | Isla Mujeres | ⋯ | -86.74609 | Quintana Roo | 20170627T092450Z | Mayormente nublado | ROO | 29 | 21.25657 | 69 | 16 | NA |\n",
"| 14 | 58652 | 1 | 58652 | 5952a1be59954a0adbf7e50c | MXQR0076 | 20170627T130000Z | E | 20 | 85 | Solidaridad | ⋯ | -87.0755 | Quintana Roo | 20170627T092456Z | Parcialmente nublado | ROO | 28 | 20.62814 | 66 | 5 | NA |\n",
"| 15 | 58652 | 1 | 58652 | 5952a1be59954a0adbf7e50d | MXQR0165 | 20170627T140000Z | ESE | 10 | 77 | Puerto Morelos | ⋯ | -86.87617 | Quintana Roo | 20170627T092450Z | Mayormente nublado | ROO | 29 | 20.84845 | 69 | 18 | NA |\n",
"| 16 | 58652 | 1 | 58652 | 5952a1be59954a0adbf7e50e | MXQR1881 | 20170627T140000Z | ESE | 20 | 75 | Felipe Carrillo Puerto | ⋯ | -88.04659 | Quintana Roo | 20170627T092450Z | Parcialmente nublado | ROO | 29 | 19.57851 | 66 | 10 | NA |\n",
"| 17 | 58652 | 1 | 58652 | 5952a1be59954a0adbf7e50f | MXQR1882 | 20170627T140000Z | E | 20 | 77 | Othón P. Blanco | ⋯ | -88.2979 | Quintana Roo | 20170627T092501Z | Mayormente nublado | ROO | 29 | 18.49389 | 69 | 3 | NA |\n",
"| 18 | 58652 | 1 | 58652 | 5952a1be59954a0adbf7e510 | MXQR1883 | 20170627T140000Z | ESE | 10 | 77 | Benito Juárez | ⋯ | -86.82481 | Quintana Roo | 20170627T092454Z | Mayormente nublado | ROO | 29 | 21.16142 | 69 | 16 | NA |\n",
"| 19 | 58652 | 1 | 58652 | 5952a1be59954a0adbf7e511 | MXQR1884 | 20170627T140000Z | ESE | 10 | 80 | José María Morelos | ⋯ | -88.71052 | Quintana Roo | 20170627T092450Z | Parcialmente nublado | ROO | 28 | 19.74939 | 66 | 8 | NA |\n",
"| 20 | 58652 | 1 | 58652 | 5952a1be59954a0adbf7e512 | MXQR1885 | 20170627T140000Z | ESE | 0 | 73 | Lázaro Cárdenas | ⋯ | -87.48722 | Quintana Roo | 20170627T092450Z | Parcialmente nublado | ROO | 29 | 21.1014 | 66 | 11 | NA |\n",
"| 21 | 58652 | 1 | 58652 | 5952a1be59954a0adbf7e513 | MXQR1886 | 20170627T140000Z | ESE | 20 | 76 | Tulum | ⋯ | -87.4632 | Quintana Roo | 20170627T092456Z | Parcialmente nublado | ROO | 29 | 20.21078 | 66 | 14 | NA |\n",
"| 22 | 58652 | 1 | 58652 | 5952a1be59954a0adbf7e726 | MXXX9826 | 20170627T140000Z | ESE | 20 | 78 | Bacalar | ⋯ | -88.38935 | Quintana Roo | 20170627T092501Z | Mayormente nublado | ROO | 29 | 18.67615 | 69 | 5 | NA |\n",
"| 23 | 58652 | 1 | 58652 | 5952afcb59954a0adbf82459 | MXQR0074 | 20170627T140000Z | ESE | 20 | 77 | Cozumel | ⋯ | -86.95759 | Quintana Roo | 20170627T092449Z | Parcialmente nublado | ROO | 29 | 20.50378 | 66 | 13 | NA |\n",
"| 24 | 58652 | 1 | 58652 | 5952afcb59954a0adbf8245a | MXQR0075 | 20170627T140000Z | ESE | 0 | 80 | Isla Mujeres | ⋯ | -86.74609 | Quintana Roo | 20170627T092450Z | Mayormente nublado | ROO | 29 | 21.25657 | 69 | 16 | NA |\n",
"| 25 | 58652 | 1 | 58652 | 5952afcb59954a0adbf8245b | MXQR0076 | 20170627T130000Z | E | 20 | 85 | Solidaridad | ⋯ | -87.0755 | Quintana Roo | 20170627T092456Z | Parcialmente nublado | ROO | 28 | 20.62814 | 66 | 5 | NA |\n",
"| 26 | 58652 | 1 | 58652 | 5952afcb59954a0adbf8245c | MXQR0165 | 20170627T140000Z | ESE | 10 | 77 | Puerto Morelos | ⋯ | -86.87617 | Quintana Roo | 20170627T092450Z | Mayormente nublado | ROO | 29 | 20.84845 | 69 | 18 | NA |\n",
"| 27 | 58652 | 1 | 58652 | 5952afcb59954a0adbf8245d | MXQR1881 | 20170627T140000Z | ESE | 20 | 75 | Felipe Carrillo Puerto | ⋯ | -88.04659 | Quintana Roo | 20170627T092450Z | Parcialmente nublado | ROO | 29 | 19.57851 | 66 | 10 | NA |\n",
"| 28 | 58652 | 1 | 58652 | 5952afcb59954a0adbf8245e | MXQR1882 | 20170627T140000Z | E | 20 | 77 | Othón P. Blanco | ⋯ | -88.2979 | Quintana Roo | 20170627T092501Z | Mayormente nublado | ROO | 29 | 18.49389 | 69 | 3 | NA |\n",
"| 29 | 58652 | 1 | 58652 | 5952afcb59954a0adbf8245f | MXQR1883 | 20170627T140000Z | ESE | 10 | 77 | Benito Juárez | ⋯ | -86.82481 | Quintana Roo | 20170627T092454Z | Mayormente nublado | ROO | 29 | 21.16142 | 69 | 16 | NA |\n",
"| 30 | 58652 | 1 | 58652 | 5952afcb59954a0adbf82460 | MXQR1884 | 20170627T140000Z | ESE | 10 | 80 | José María Morelos | ⋯ | -88.71052 | Quintana Roo | 20170627T092450Z | Parcialmente nublado | ROO | 28 | 19.74939 | 66 | 8 | NA |\n",
"| ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋱ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |\n",
"| 58623 | 58652 | 1 | 58652 | 5a8c9f46eb88f68a3923edd7 | MXQR0165 | 20170904T200000Z | E | 20 | 74 | NA | ⋯ | -86.87617 | Quintana Roo | 20170904T151949Z | Nublado | ROO | 30 | 20.84845 | 67 | 16 | Puerto Morelos |\n",
"| 58624 | 58652 | 1 | 58652 | 5a8c9f46eb88f68a3923edd8 | MXQR1881 | 20170904T190000Z | E | 20 | 68 | NA | ⋯ | -88.04659 | Quintana Roo | 20170904T151949Z | Parcialmente nublado | ROO | 33 | 19.57851 | 66 | 3 | Felipe Carrillo Puerto |\n",
"| 58625 | 58652 | 1 | 58652 | 5a8c9f46eb88f68a3923edd9 | MXQR1882 | 20170904T190000Z | ESE | 20 | 65 | NA | ⋯ | -88.2979 | Quintana Roo | 20170904T152000Z | Mayormente nublado | ROO | 32 | 18.49389 | 69 | 18 | Othón P. Blanco |\n",
"| 58626 | 58652 | 1 | 58652 | 5a8c9f46eb88f68a3923edda | MXQR1883 | 20170904T190000Z | ENE | 20 | 74 | NA | ⋯ | -86.82481 | Quintana Roo | 20170904T151953Z | Nublado | ROO | 30 | 21.16142 | 67 | 14 | Benito Juárez |\n",
"| 58627 | 58652 | 1 | 58652 | 5a8c9f46eb88f68a3923eddb | MXQR1884 | 20170904T190000Z | ESE | 20 | 61 | NA | ⋯ | -88.71052 | Quintana Roo | 20170904T151950Z | Mayormente nublado | ROO | 33 | 19.74939 | 69 | 8 | José María Morelos |\n",
"| 58628 | 58652 | 1 | 58652 | 5a8c9f46eb88f68a3923eddc | MXQR1885 | 20170904T200000Z | E | 20 | 66 | NA | ⋯ | -87.48722 | Quintana Roo | 20170904T151949Z | Nublado | ROO | 31 | 21.1014 | 67 | 11 | Lázaro Cárdenas |\n",
"| 58629 | 58652 | 1 | 58652 | 5a8c9f46eb88f68a3923eddd | MXQR1886 | 20170904T200000Z | E | 20 | 72 | NA | ⋯ | -87.4632 | Quintana Roo | 20170904T151956Z | Mayormente nublado | ROO | 31 | 20.21078 | 69 | 14 | Tulum |\n",
"| 58630 | 58652 | 1 | 58652 | 5a8c9f46eb88f68a3923eff0 | MXXX9826 | 20170904T200000Z | ESE | 20 | 64 | NA | ⋯ | -88.38935 | Quintana Roo | 20170904T152000Z | Mayormente nublado | ROO | 32 | 18.67615 | 69 | 13 | Bacalar |\n",
"| 58631 | 58652 | 1 | 58652 | 5a8cadd7eb88f68a39259239 | MXQR0074 | 20170904T200000Z | E | 20 | 76 | NA | ⋯ | -86.95759 | Quintana Roo | 20170904T151948Z | Nublado | ROO | 30 | 20.50378 | 67 | 16 | Cozumel |\n",
"| 58632 | 58652 | 1 | 58652 | 5a8cadd7eb88f68a3925923a | MXQR0075 | 20170904T190000Z | ENE | 20 | 78 | NA | ⋯ | -86.74609 | Quintana Roo | 20170904T151949Z | Nublado | ROO | 29 | 21.25657 | 67 | 16 | Isla Mujeres |\n",
"| 58633 | 58652 | 1 | 58652 | 5a8cadd7eb88f68a3925923b | MXQR0076 | 20170904T190000Z | E | 20 | 73 | NA | ⋯ | -87.0755 | Quintana Roo | 20170904T151956Z | Nublado | ROO | 31 | 20.62814 | 67 | 26 | Solidaridad |\n",
"| 58634 | 58652 | 1 | 58652 | 5a8cadd7eb88f68a3925923c | MXQR0165 | 20170904T200000Z | E | 20 | 74 | NA | ⋯ | -86.87617 | Quintana Roo | 20170904T151949Z | Nublado | ROO | 30 | 20.84845 | 67 | 16 | Puerto Morelos |\n",
"| 58635 | 58652 | 1 | 58652 | 5a8cadd7eb88f68a3925923d | MXQR1881 | 20170904T190000Z | E | 20 | 68 | NA | ⋯ | -88.04659 | Quintana Roo | 20170904T151949Z | Parcialmente nublado | ROO | 33 | 19.57851 | 66 | 3 | Felipe Carrillo Puerto |\n",
"| 58636 | 58652 | 1 | 58652 | 5a8cadd7eb88f68a3925923e | MXQR1882 | 20170904T190000Z | ESE | 20 | 65 | NA | ⋯ | -88.2979 | Quintana Roo | 20170904T152000Z | Mayormente nublado | ROO | 32 | 18.49389 | 69 | 18 | Othón P. Blanco |\n",
"| 58637 | 58652 | 1 | 58652 | 5a8cadd7eb88f68a3925923f | MXQR1883 | 20170904T190000Z | ENE | 20 | 74 | NA | ⋯ | -86.82481 | Quintana Roo | 20170904T151953Z | Nublado | ROO | 30 | 21.16142 | 67 | 14 | Benito Juárez |\n",
"| 58638 | 58652 | 1 | 58652 | 5a8cadd7eb88f68a39259240 | MXQR1884 | 20170904T190000Z | ESE | 20 | 61 | NA | ⋯ | -88.71052 | Quintana Roo | 20170904T151950Z | Mayormente nublado | ROO | 33 | 19.74939 | 69 | 8 | José María Morelos |\n",
"| 58639 | 58652 | 1 | 58652 | 5a8cadd7eb88f68a39259241 | MXQR1885 | 20170904T200000Z | E | 20 | 66 | NA | ⋯ | -87.48722 | Quintana Roo | 20170904T151949Z | Nublado | ROO | 31 | 21.1014 | 67 | 11 | Lázaro Cárdenas |\n",
"| 58640 | 58652 | 1 | 58652 | 5a8cadd7eb88f68a39259242 | MXQR1886 | 20170904T200000Z | E | 20 | 72 | NA | ⋯ | -87.4632 | Quintana Roo | 20170904T151956Z | Mayormente nublado | ROO | 31 | 20.21078 | 69 | 14 | Tulum |\n",
"| 58641 | 58652 | 1 | 58652 | 5a8cadd7eb88f68a39259457 | MXXX9826 | 20170904T200000Z | ESE | 20 | 64 | NA | ⋯ | -88.38935 | Quintana Roo | 20170904T152000Z | Mayormente nublado | ROO | 32 | 18.67615 | 69 | 13 | Bacalar |\n",
"| 58642 | 58652 | 1 | 58652 | 5a8cbb8feb88f68a3930cdb3 | MXQR0074 | 20170904T200000Z | E | 20 | 76 | NA | ⋯ | -86.95759 | Quintana Roo | 20170904T151948Z | Nublado | ROO | 30 | 20.50378 | 67 | 16 | Cozumel |\n",
"| 58643 | 58652 | 1 | 58652 | 5a8cbb8feb88f68a3930cdb4 | MXQR0075 | 20170904T190000Z | ENE | 20 | 78 | NA | ⋯ | -86.74609 | Quintana Roo | 20170904T151949Z | Nublado | ROO | 29 | 21.25657 | 67 | 16 | Isla Mujeres |\n",
"| 58644 | 58652 | 1 | 58652 | 5a8cbb8feb88f68a3930cdb5 | MXQR0076 | 20170904T190000Z | E | 20 | 73 | NA | ⋯ | -87.0755 | Quintana Roo | 20170904T151956Z | Nublado | ROO | 31 | 20.62814 | 67 | 26 | Solidaridad |\n",
"| 58645 | 58652 | 1 | 58652 | 5a8cbb8feb88f68a3930cdb6 | MXQR0165 | 20170904T200000Z | E | 20 | 74 | NA | ⋯ | -86.87617 | Quintana Roo | 20170904T151949Z | Nublado | ROO | 30 | 20.84845 | 67 | 16 | Puerto Morelos |\n",
"| 58646 | 58652 | 1 | 58652 | 5a8cbb8feb88f68a3930cdb7 | MXQR1881 | 20170904T190000Z | E | 20 | 68 | NA | ⋯ | -88.04659 | Quintana Roo | 20170904T151949Z | Parcialmente nublado | ROO | 33 | 19.57851 | 66 | 3 | Felipe Carrillo Puerto |\n",
"| 58647 | 58652 | 1 | 58652 | 5a8cbb8feb88f68a3930cdb8 | MXQR1882 | 20170904T190000Z | ESE | 20 | 65 | NA | ⋯ | -88.2979 | Quintana Roo | 20170904T152000Z | Mayormente nublado | ROO | 32 | 18.49389 | 69 | 18 | Othón P. Blanco |\n",
"| 58648 | 58652 | 1 | 58652 | 5a8cbb8feb88f68a3930cdb9 | MXQR1883 | 20170904T190000Z | ENE | 20 | 74 | NA | ⋯ | -86.82481 | Quintana Roo | 20170904T151953Z | Nublado | ROO | 30 | 21.16142 | 67 | 14 | Benito Juárez |\n",
"| 58649 | 58652 | 1 | 58652 | 5a8cbb8feb88f68a3930cdba | MXQR1884 | 20170904T190000Z | ESE | 20 | 61 | NA | ⋯ | -88.71052 | Quintana Roo | 20170904T151950Z | Mayormente nublado | ROO | 33 | 19.74939 | 69 | 8 | José María Morelos |\n",
"| 58650 | 58652 | 1 | 58652 | 5a8cbb8feb88f68a3930cdbb | MXQR1885 | 20170904T200000Z | E | 20 | 66 | NA | ⋯ | -87.48722 | Quintana Roo | 20170904T151949Z | Nublado | ROO | 31 | 21.1014 | 67 | 11 | Lázaro Cárdenas |\n",
"| 58651 | 58652 | 1 | 58652 | 5a8cbb8feb88f68a3930cdbc | MXQR1886 | 20170904T200000Z | E | 20 | 72 | NA | ⋯ | -87.4632 | Quintana Roo | 20170904T151956Z | Mayormente nublado | ROO | 31 | 20.21078 | 69 | 14 | Tulum |\n",
"| 58652 | 58652 | 1 | 58652 | 5a8cbb8feb88f68a3930cfcf | MXXX9826 | 20170904T200000Z | ESE | 20 | 64 | NA | ⋯ | -88.38935 | Quintana Roo | 20170904T152000Z | Mayormente nublado | ROO | 32 | 18.67615 | 69 | 13 | Bacalar |\n",
"\n"
],
"text/plain": [
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" results._id results.cityid results.validdateutc\n",
"1 5952983559954a0adbf7b1ff MXQR0074 20170627T140000Z \n",
"2 5952983559954a0adbf7b200 MXQR0075 20170627T140000Z \n",
"3 5952983559954a0adbf7b201 MXQR0076 20170627T130000Z \n",
"4 5952983559954a0adbf7b202 MXQR0165 20170627T140000Z