Chile-media-outlets.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "ca0e1690",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>nombre-diario</th>\n",
       "      <th>region</th>\n",
       "      <th>comuna</th>\n",
       "      <th>url</th>\n",
       "      <th>se puede extraer?</th>\n",
       "      <th>inserto en caleuche?</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>EL LIBERTADOR</td>\n",
       "      <td>VI Región del Libertador General Bernardo O'Hi...</td>\n",
       "      <td>Rancagua</td>\n",
       "      <td>Sin sitio web conocido.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>LA VOZ DE LA PROVINCIA</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Cauquenes</td>\n",
       "      <td>Sin sitio web conocido.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>EL SOL</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Parral</td>\n",
       "      <td>Sin sitio web conocido.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              nombre-diario  \\\n",
       "76            EL LIBERTADOR   \n",
       "100  LA VOZ DE LA PROVINCIA   \n",
       "102                  EL SOL   \n",
       "\n",
       "                                                region     comuna  \\\n",
       "76   VI Región del Libertador General Bernardo O'Hi...   Rancagua   \n",
       "100                               VII Región del Maule  Cauquenes   \n",
       "102                               VII Región del Maule     Parral   \n",
       "\n",
       "                         url se puede extraer? inserto en caleuche?  \n",
       "76   Sin sitio web conocido.               NaN                  NaN  \n",
       "100  Sin sitio web conocido.               NaN                  NaN  \n",
       "102  Sin sitio web conocido.               NaN                  NaN  "
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "\n",
    "table = pd.read_csv(\"../data/diarios.csv\")\n",
    "table.loc[table.url ==  \"Sin sitio web conocido.\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "0411fcd7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>nombre-diario</th>\n",
       "      <th>region</th>\n",
       "      <th>comuna</th>\n",
       "      <th>url</th>\n",
       "      <th>se puede extraer?</th>\n",
       "      <th>inserto en caleuche?</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [nombre-diario, region, comuna, url, se puede extraer?, inserto en caleuche?]\n",
       "Index: []"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "table.url = table.url.replace(\"Sin sitio web conocido.\", None)\n",
    "table[table['url'].isna()]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f713f5dd",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>nombre-diario</th>\n",
       "      <th>region</th>\n",
       "      <th>comuna</th>\n",
       "      <th>url</th>\n",
       "      <th>se puede extraer?</th>\n",
       "      <th>inserto en caleuche?</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>LA TERCERA</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.latercera.com</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>EL MERCURIO</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.emol.com</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>LAS ÚLTIMAS NOTICIAS</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.lun.com</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>LA CUARTA</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.lacuarta.com</td>\n",
       "      <td>✅</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>LA SEGUNDA</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.lasegunda.com</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>PUBLIMETRO</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.publimetro.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>LA HORA</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.lahora.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>HOYXHOY</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.hoyxhoy.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>DIARIO FINANCIERO</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.df.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>PULSO</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.pulso.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>MEGANOTICIAS</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.meganoticias.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>EL MOSTRADOR</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.elmostrador.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>LA RAZÓN</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.larazon.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>LA NACIÓN</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.lanacion.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>CRÓNICA DIGITAL</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.cronicadigital.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>EL DESCONCIERTO</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.eldesconcierto.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>EL CIUDADANO</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.elciudadano.com</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>EL DÍNAMO</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.eldinamo.com</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>THE CLINIC</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.theclinic.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>EL PERIODISTA</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.elperiodista.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>SUR NOTICIAS</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.diariosurnoticias.com</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>CENTRAL WEB</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.centralweb.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>CAMBIO 21</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.cambio21.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>TUS NOTICIAS</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Santiago Ch.</td>\n",
       "      <td>www.tusnoticias.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>LABRADOR</td>\n",
       "      <td>RM Región Metropolitana</td>\n",
       "      <td>Melipilla</td>\n",
       "      <td>www.diariolabrador.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>LA ESTRELLA DE IQUIQUE</td>\n",
       "      <td>I Región de Tarapacá</td>\n",
       "      <td>Iquique</td>\n",
       "      <td>www.estrellaiquique.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>EL LONGINO</td>\n",
       "      <td>I Región de Tarapacá</td>\n",
       "      <td>Iquique</td>\n",
       "      <td>www.diariolongino.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>EL SOL DE IQUIQUE</td>\n",
       "      <td>I Región de Tarapacá</td>\n",
       "      <td>Iquique</td>\n",
       "      <td>www.elsoldeiquique.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>EL REPORTERO</td>\n",
       "      <td>I Región de Tarapacá</td>\n",
       "      <td>Iquique</td>\n",
       "      <td>www.elreporterodeiquique.com</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>TARAPACÁ ONLINE</td>\n",
       "      <td>I Región de Tarapacá</td>\n",
       "      <td>Iquique</td>\n",
       "      <td>www.tarapacaonline.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>EL BOYALDÍA</td>\n",
       "      <td>I Región de Tarapacá</td>\n",
       "      <td>Iquique</td>\n",
       "      <td>www.elboyaldia.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>LA KALLE</td>\n",
       "      <td>I Región de Tarapacá</td>\n",
       "      <td>Iquique</td>\n",
       "      <td>www.lakalle.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>EL MERCURIO DE ANTOFAGASTA</td>\n",
       "      <td>II Región de Antofagasta</td>\n",
       "      <td>Antofagasta</td>\n",
       "      <td>www.mercurioantofagasta.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>EL DIARIO DE ANTOFAGASTA</td>\n",
       "      <td>II Región de Antofagasta</td>\n",
       "      <td>Antofagasta</td>\n",
       "      <td>www.diarioantofagasta.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>EL NORTERO</td>\n",
       "      <td>II Región de Antofagasta</td>\n",
       "      <td>Antofagasta</td>\n",
       "      <td>www.elnortero.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>ANTOFAGASTA NOTICIAS</td>\n",
       "      <td>II Región de Antofagasta</td>\n",
       "      <td>Antofagasta</td>\n",
       "      <td>www.antofagastanoticias.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>EL MERCURIO DE CALAMA</td>\n",
       "      <td>II Región de Antofagasta</td>\n",
       "      <td>Calama</td>\n",
       "      <td>www.mercuriocalama.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>LA ESTRELLA DEL LOA</td>\n",
       "      <td>II Región de Antofagasta</td>\n",
       "      <td>Calama</td>\n",
       "      <td>www.estrellaloa.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>EN LA LÍNEA</td>\n",
       "      <td>II Región de Antofagasta</td>\n",
       "      <td>Calama</td>\n",
       "      <td>www.enlalinea.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>EL AMÉRICA</td>\n",
       "      <td>II Región de Antofagasta</td>\n",
       "      <td>Calama</td>\n",
       "      <td>www.elamerica.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>LA ESTRELLA DE TOCOPILLA</td>\n",
       "      <td>II Región de Antofagasta</td>\n",
       "      <td>Tocopilla</td>\n",
       "      <td>www.estrellatocopilla.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>EL DIARIO DE ATACAMA</td>\n",
       "      <td>III Región de Atacama</td>\n",
       "      <td>Copiapó</td>\n",
       "      <td>www.diarioatacama.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>ATACAMA NOTICIAS</td>\n",
       "      <td>III Región de Atacama</td>\n",
       "      <td>Copiapó</td>\n",
       "      <td>www.atacamanoticias.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>ATACAMA EN LÍNEA</td>\n",
       "      <td>III Región de Atacama</td>\n",
       "      <td>Copiapó</td>\n",
       "      <td>www.atacamaenlinea.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>EL QUEHAYDECIERTO</td>\n",
       "      <td>III Región de Atacama</td>\n",
       "      <td>Copiapó</td>\n",
       "      <td>www.elquehaydecierto.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>TIERRAMARILLANO</td>\n",
       "      <td>III Región de Atacama</td>\n",
       "      <td>Copiapó</td>\n",
       "      <td>www.tierramarillano.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>DIARIO CHAÑARCILLO</td>\n",
       "      <td>III Región de Atacama</td>\n",
       "      <td>Chañaral</td>\n",
       "      <td>www.chanarcillo.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>EL DÍA</td>\n",
       "      <td>IV Región de Coquimbo</td>\n",
       "      <td>La Serena</td>\n",
       "      <td>www.diarioeldia.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>LA SERENA ONLINE</td>\n",
       "      <td>IV Región de Coquimbo</td>\n",
       "      <td>La Serena</td>\n",
       "      <td>www.laserenaonline.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>EL SERENENSE</td>\n",
       "      <td>IV Región de Coquimbo</td>\n",
       "      <td>La Serena</td>\n",
       "      <td>www.elserenense.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>EL OBSERVATODO</td>\n",
       "      <td>IV Región de Coquimbo</td>\n",
       "      <td>La Serena</td>\n",
       "      <td>www.elobservatodo.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>EL OVALLINO</td>\n",
       "      <td>IV Región de Coquimbo</td>\n",
       "      <td>Ovalle</td>\n",
       "      <td>www.elovallino.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>LA PERLA DEL LIMARÍ</td>\n",
       "      <td>IV Región de Coquimbo</td>\n",
       "      <td>Ovalle</td>\n",
       "      <td>www.laperladellimari.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>OVALLE HOY</td>\n",
       "      <td>IV Región de Coquimbo</td>\n",
       "      <td>Ovalle</td>\n",
       "      <td>www.ovallehoy.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>LA REGIÓN</td>\n",
       "      <td>IV Región de Coquimbo</td>\n",
       "      <td>Coquimbo</td>\n",
       "      <td>www.diariolaregion.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>EL REGIONAL</td>\n",
       "      <td>IV Región de Coquimbo</td>\n",
       "      <td>Coquimbo</td>\n",
       "      <td>www.elregional.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>EL COQUIMBANO</td>\n",
       "      <td>IV Región de Coquimbo</td>\n",
       "      <td>Coquimbo</td>\n",
       "      <td>www.elcoquimbano.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>EL MERCURIO DE VALPARAÍSO</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>Valparaíso</td>\n",
       "      <td>www.mercuriovalpo.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>LA ESTRELLA DE VALPARAÍSO</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>Valparaíso</td>\n",
       "      <td>www.estrellavalpo.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>LA QUINTA</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>Valparaíso</td>\n",
       "      <td>www.diariolaquinta.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>EL MATUTINO</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>Valparaíso</td>\n",
       "      <td>www.elmartutino.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>LA REGIÓN HOY</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>Valparaíso</td>\n",
       "      <td>www.laregionhoy.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>EPICENTRO CHILE</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>Valparaíso</td>\n",
       "      <td>www.epicentrochile.com</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>EL OBSERVADOR</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>Quillota</td>\n",
       "      <td>www.observador.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>LA ESTRELLA DE QUILLOTA</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>Quillota</td>\n",
       "      <td>www.soyquillota.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>MÁS NOTICIA</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>Quillota</td>\n",
       "      <td>www.masnoticia.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>EL TRABAJO</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>San Felipe</td>\n",
       "      <td>www.eltrabajo.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>EL ACONCAGUA</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>San Felipe</td>\n",
       "      <td>www.elaconcagua.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>ACONCAGUA DIGITAL</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>San Felipe</td>\n",
       "      <td>www.aconcaguadigital.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>EL LÍDER</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>San Antonio</td>\n",
       "      <td>www.lidersanantonio.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>EL PROA</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>San Antonio</td>\n",
       "      <td>www.elproa.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>EL ANDINO</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>Los Andes</td>\n",
       "      <td>www.elandino.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>ANDES ON LINE</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>Los Andes</td>\n",
       "      <td>www.losandesonline.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>EL INFORMADOR</td>\n",
       "      <td>V Región de Valparaíso</td>\n",
       "      <td>Los Andes</td>\n",
       "      <td>www.elinformador.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>EL RANCAGÜINO</td>\n",
       "      <td>VI Región del Libertador General Bernardo O'Hi...</td>\n",
       "      <td>Rancagua</td>\n",
       "      <td>www.elrancaguino.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>EL TIPÓGRAFO</td>\n",
       "      <td>VI Región del Libertador General Bernardo O'Hi...</td>\n",
       "      <td>Rancagua</td>\n",
       "      <td>www.eltipografo.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>EL LIBERTADOR</td>\n",
       "      <td>VI Región del Libertador General Bernardo O'Hi...</td>\n",
       "      <td>Rancagua</td>\n",
       "      <td>www.eltipografo.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>EL CAPO DE PROVINCIA</td>\n",
       "      <td>VI Región del Libertador General Bernardo O'Hi...</td>\n",
       "      <td>Rancagua</td>\n",
       "      <td>www.capodeprovincia.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>EL CACHAPOAL</td>\n",
       "      <td>VI Región del Libertador General Bernardo O'Hi...</td>\n",
       "      <td>Rancagua</td>\n",
       "      <td>www.elcachapoal.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>EL PULSO</td>\n",
       "      <td>VI Región del Libertador General Bernardo O'Hi...</td>\n",
       "      <td>Rancagua</td>\n",
       "      <td>www.diarioelpulso.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>EL RANCAHUASO</td>\n",
       "      <td>VI Región del Libertador General Bernardo O'Hi...</td>\n",
       "      <td>Rancagua</td>\n",
       "      <td>www.elrancahuaso.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>LA NOTICIA ONLINE</td>\n",
       "      <td>VI Región del Libertador General Bernardo O'Hi...</td>\n",
       "      <td>Rancagua</td>\n",
       "      <td>www.lanoticiaonline.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>HORA DE NOTICIAS</td>\n",
       "      <td>VI Región del Libertador General Bernardo O'Hi...</td>\n",
       "      <td>Rancagua</td>\n",
       "      <td>www.horadenoticias.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>EL CÓNDOR</td>\n",
       "      <td>VI Región del Libertador General Bernardo O'Hi...</td>\n",
       "      <td>Santa Cruz</td>\n",
       "      <td>www.diarioelcondor.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>HDN</td>\n",
       "      <td>VI Región del Libertador General Bernardo O'Hi...</td>\n",
       "      <td>Santa Cruz</td>\n",
       "      <td>www.hdn.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>DIARIO VI REGIÓN</td>\n",
       "      <td>VI Región del Libertador General Bernardo O'Hi...</td>\n",
       "      <td>San Fernando</td>\n",
       "      <td>www.diarioviregion.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>LA TRIBUNA DE COLCHAGUA</td>\n",
       "      <td>VI Región del Libertador General Bernardo O'Hi...</td>\n",
       "      <td>San Fernando</td>\n",
       "      <td>www.latribunadecolchagua.c...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>EL CENTRO</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Talca</td>\n",
       "      <td>www.diarioelcentro.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>ATENTOS</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Talca</td>\n",
       "      <td>www.atentos.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>MAULEE</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Talca</td>\n",
       "      <td>www.maulee.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>EL DIARIO DE MAULE</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Talca</td>\n",
       "      <td>www.eldiariodemaule.com</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>EL AMAULE</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Talca</td>\n",
       "      <td>www.elamaule.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>RED MAULE</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Talca</td>\n",
       "      <td>www.redmaule.com</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>EL HERALDO</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Linares</td>\n",
       "      <td>www.diarioelheraldo.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>EL LECTOR</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Linares</td>\n",
       "      <td>www.lectoronline.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>LINARES EN LÍNEA</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Linares</td>\n",
       "      <td>www.linaresenlinea.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>MAULE AL DÍA!</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Linares</td>\n",
       "      <td>www.maulealdia.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>LA PRENSA</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Curicó</td>\n",
       "      <td>www.diariolaprensa.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>PRENSA CURICÓ</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Curicó</td>\n",
       "      <td>www.prensacurico.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>CRÓNICA NOTICIAS</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Curicó</td>\n",
       "      <td>www.cronicanoticias.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>LA VOZ DE LA PROVINCIA</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Cauquenes</td>\n",
       "      <td>www.cronicanoticias.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>CAUQUENESNET</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Cauquenes</td>\n",
       "      <td>www.cauquenesnet.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>EL SOL</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Parral</td>\n",
       "      <td>www.cauquenesnet.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>PARRAL ACTUAL</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Parral</td>\n",
       "      <td>www.parralactual.com</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>EL MONITOR</td>\n",
       "      <td>VII Región del Maule</td>\n",
       "      <td>Parral</td>\n",
       "      <td>www.elmonitorparral.com</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>EL SUR</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>Concepción</td>\n",
       "      <td>www.elsur.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>LA ESTRELLA DE CONCEPCIÓN</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>Concepción</td>\n",
       "      <td>www.estrellaconce.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>DIARIO CONCEPCIÓN</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>Concepción</td>\n",
       "      <td>www.diarioconcepcion.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>RESUMEN</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>Concepción</td>\n",
       "      <td>www.resumen.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>TRIBUNA DEL BIOBÍO</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>Concepción</td>\n",
       "      <td>www.tribunadelbiobio.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>SABES</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>Concepción</td>\n",
       "      <td>www.sabes.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>EL CONCECUENTE</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>Concepción</td>\n",
       "      <td>www.elconcecuente.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>PÁGINA 7</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>Concepción</td>\n",
       "      <td>www.pagina7.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>LA DISCUSIÓN</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>Chillán</td>\n",
       "      <td>www.ladiscusion.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>CRÓNICA CHILLÁN</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>Chillán</td>\n",
       "      <td>www.cronicachillan.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>CHILLÁN ONLINE</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>Chillán</td>\n",
       "      <td>www.chillanonline.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>LA TRIBUNA</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>Los Ángeles</td>\n",
       "      <td>www.diariolatribuna.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>EL CONTRASTE</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>Los Ángeles</td>\n",
       "      <td>www.elcontraste.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>ANGELINO</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>Los Ángeles</td>\n",
       "      <td>www.angelino.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>EL SANCARLINO</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>San Carlos</td>\n",
       "      <td>www.elsancarlino.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>SAN CARLOS ON LINE</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>San Carlos</td>\n",
       "      <td>www.sancarlosonline.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>SAN CARLOS AL DÍA</td>\n",
       "      <td>VIII Región del Biobío</td>\n",
       "      <td>San Carlos</td>\n",
       "      <td>www.sancarlosaldia.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>EL AUSTRAL</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Temuco</td>\n",
       "      <td>www.australtemuco.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>CLAVE 9</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Temuco</td>\n",
       "      <td>www.clave9.cl</td>\n",
       "      <td>✅</td>\n",
       "      <td>✅</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>ARAUCANÍA DIARIO</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Temuco</td>\n",
       "      <td>www.araucaniadiario.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>TIEMPO 21 ARAUCANÍA</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Temuco</td>\n",
       "      <td>www.tiempo21araucania.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>ARAUCANÍA NOTICIAS</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Temuco</td>\n",
       "      <td>www.araucanianoticias.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>LA OPIÑÓN</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Temuco</td>\n",
       "      <td>www.laopinon.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>TEMUCO DIARIO</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Temuco</td>\n",
       "      <td>www.temucodiario.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>PRIMERA NOTA</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Temuco</td>\n",
       "      <td>www.primeranota.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>LIBERTAD DIGITAL</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Temuco</td>\n",
       "      <td>www.libertaddigital.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>PRENSA CIUDADANA</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Temuco</td>\n",
       "      <td>www.prensaciudadana.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>CANAL DE NOTICIAS</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Angol</td>\n",
       "      <td>www.canaldenoticias.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>ANGOLINOS</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Angol</td>\n",
       "      <td>www.angolinos.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>MALLECO 7</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Angol</td>\n",
       "      <td>www.malleco7.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>LAS NOTICIAS</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Victoria</td>\n",
       "      <td>www.lasnoticiasdemalleco.c...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>SOMOS9</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Victoria</td>\n",
       "      <td>www.somos9.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>EL CORREO DEL LAGO</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Villarrica</td>\n",
       "      <td>www.correodellago.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>NOTICIAS DEL LAGO</td>\n",
       "      <td>IX Región de la Araucanía</td>\n",
       "      <td>Villarrica</td>\n",
       "      <td>www.noticiasdellago.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>EL LLANQUIHUE</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Puerto Montt</td>\n",
       "      <td>www.ellanquihue.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>DIARIO DE PUERTO MONTT</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Puerto Montt</td>\n",
       "      <td>www.diariodepuertomontt.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>EL REPUERTERO</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Puerto Montt</td>\n",
       "      <td>www.elrepuertero.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>PUERTO MONTT ONLINE</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Puerto Montt</td>\n",
       "      <td>www.puertomonttonline.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>DATOS SUR</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Puerto Montt</td>\n",
       "      <td>www.datossur.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>DIARIO LOS LAGOS</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Puerto Montt</td>\n",
       "      <td>www.diarioloslagos.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>DIARIO CHILOÉ</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Puerto Montt</td>\n",
       "      <td>www.diariochiloe.cl/</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>EL AUSTRAL DE OSORNO</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Osorno</td>\n",
       "      <td>www.australosorno.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>DIARIO DE OSORNO</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Osorno</td>\n",
       "      <td>www.diariodeosorno.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>EL VACANUDO</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Osorno</td>\n",
       "      <td>www.elvacanudo.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>CENTRAL NOTICIAS</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Osorno</td>\n",
       "      <td>www.centralnoticia.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>PAÍS LOBO</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Osorno</td>\n",
       "      <td>www.paislobo.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>LA ESTRELLA DE CHILOÉ</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Castro</td>\n",
       "      <td>www.laestrellachiloe.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>EL INSULAR</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Castro</td>\n",
       "      <td>www.elinsular.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>NOTICIAS CHILOÉ</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Castro</td>\n",
       "      <td>www.noticiaschiloe.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>EL HERALDO AUSTRAL</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Puerto Varas</td>\n",
       "      <td>www.eha.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>DIARIO PUERTO VARAS</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Puerto Varas</td>\n",
       "      <td>www.diariopuertovaras.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>EL CALBUCANO</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Calbuco</td>\n",
       "      <td>www.elcalbucano.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>EL HUEMUL</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Chaitén</td>\n",
       "      <td>www.elhuemul.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>LA OPINIÓN DE CHILOÉ</td>\n",
       "      <td>X Región de Los Lagos</td>\n",
       "      <td>Ancud</td>\n",
       "      <td>www.laopiniondechiloe.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>EL DIVISADERO</td>\n",
       "      <td>XI Región de Aysén</td>\n",
       "      <td>Coyhaique</td>\n",
       "      <td>www.eldivisadero.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>DIARIO REGIONAL AYSÉN</td>\n",
       "      <td>XI Región de Aysén</td>\n",
       "      <td>Coyhaique</td>\n",
       "      <td>www.diarioregionalaysen.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>EL CHELENKO</td>\n",
       "      <td>XI Región de Aysén</td>\n",
       "      <td>Coyhaique</td>\n",
       "      <td>www.elchelenko.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>EL PATAGÓN DOMINGO</td>\n",
       "      <td>XI Región de Aysén</td>\n",
       "      <td>Coyhaique</td>\n",
       "      <td>www.elpatagondomingo.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>DIARIO AYSÉN OPINA</td>\n",
       "      <td>XI Región de Aysén</td>\n",
       "      <td>Coyhaique</td>\n",
       "      <td>www.diarioaysenopina.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>VIENTO PATAGÓN</td>\n",
       "      <td>XI Región de Aysén</td>\n",
       "      <td>Puerto Aysén</td>\n",
       "      <td>www.vientopatagon.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>LA PRENSA AUSTRAL</td>\n",
       "      <td>XII Región de Magallanes</td>\n",
       "      <td>Punta Arenas</td>\n",
       "      <td>www.laprensaaustral.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>EL PINGÜINO</td>\n",
       "      <td>XII Región de Magallanes</td>\n",
       "      <td>Punta Arenas</td>\n",
       "      <td>www.elpinguino.com</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>EL MAGALLANEWS</td>\n",
       "      <td>XII Región de Magallanes</td>\n",
       "      <td>Punta Arenas</td>\n",
       "      <td>www.elmagallanews.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>OVEJERO NOTICIAS</td>\n",
       "      <td>XII Región de Magallanes</td>\n",
       "      <td>Punta Arenas</td>\n",
       "      <td>www.ovejeronoticias.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>EL MAGALLÁNICO</td>\n",
       "      <td>XII Región de Magallanes</td>\n",
       "      <td>Punta Arenas</td>\n",
       "      <td>www.elmagallanico.com</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>NATALES ONLINE</td>\n",
       "      <td>XII Región de Magallanes</td>\n",
       "      <td>Puerto Natales</td>\n",
       "      <td>www.natalesonline.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>OPINIÓN SUR</td>\n",
       "      <td>XII Región de Magallanes</td>\n",
       "      <td>Puerto Natales</td>\n",
       "      <td>www.opinionsur.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>DIARIO AUSTRAL</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Valdivia</td>\n",
       "      <td>www.australvaldivia.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>SUR ACTUAL</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Valdivia</td>\n",
       "      <td>www.suractual.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>DIARIO LAGUINO</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Valdivia</td>\n",
       "      <td>www.diariolaguino.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>DIARIO DE VALDIVIA</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Valdivia</td>\n",
       "      <td>www.diariodevaldivia.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>LOS RÍOS AL DÍA</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Valdivia</td>\n",
       "      <td>www.losriosaldia.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>RÍO EN LÍNEA</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Valdivia</td>\n",
       "      <td>www.rioenlinea.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>EL NAVEGHABLE</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Valdivia</td>\n",
       "      <td>www.elnaveghable.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>LOS RÍOS</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Valdivia</td>\n",
       "      <td>www.periodicolosrios.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>LA VOZ DE VALDIVIA</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Valdivia</td>\n",
       "      <td>www.lavozdevaldivia.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>NOTICIAS LOS RÍOS</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>La Unión</td>\n",
       "      <td>www.noticiaslosrios.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>EL RANCO</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>La Unión</td>\n",
       "      <td>www.diarioelranco.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>LA UNIÓN</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>La Unión</td>\n",
       "      <td>www.diariolaunion.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>LA VOZ DE PAILLACO</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Paillaco</td>\n",
       "      <td>www.lavozdepaillaco.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>DIARIO PAILLACO</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Paillaco</td>\n",
       "      <td>www.diariopaillaco.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>EL PAILA</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Paillaco</td>\n",
       "      <td>www.lapaila.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>DIARIO RÍO BUENO</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Río Bueno</td>\n",
       "      <td>www.diarioriobueno.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>DIARIO FUTRONO</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Futrono</td>\n",
       "      <td>www.diariofutrono.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>DIARIO LAGO RANCO</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Lago Ranco</td>\n",
       "      <td>www.diariolagoranco.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>DIARIO LANCO</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Lanco</td>\n",
       "      <td>www.diariolanco.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>DIARIO MÁFIL</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Máfil</td>\n",
       "      <td>www.diariomafil.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>EL DIARIO PANGUIPULLI</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Panguipulli</td>\n",
       "      <td>www.eldiariopanguipulli.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>CENTRAL NOTICIAS</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>Panguipulli</td>\n",
       "      <td>centralnoticias.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>DIARIO SAN JOSÉ</td>\n",
       "      <td>XIV Región de los Ríos</td>\n",
       "      <td>San José de la Mariquina</td>\n",
       "      <td>www.diariosanjose.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>LA ESTRELLA DE ARICA</td>\n",
       "      <td>XV Región de Arica y Parinacota</td>\n",
       "      <td>Arica</td>\n",
       "      <td>www.estrellaarica.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>EL CONCORDIA</td>\n",
       "      <td>XV Región de Arica y Parinacota</td>\n",
       "      <td>Arica</td>\n",
       "      <td>www.elconcordia.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>ARICA HOY</td>\n",
       "      <td>XV Región de Arica y Parinacota</td>\n",
       "      <td>Arica</td>\n",
       "      <td>www.aricahoy.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>EL MORROCOTUDO</td>\n",
       "      <td>XV Región de Arica y Parinacota</td>\n",
       "      <td>Arica</td>\n",
       "      <td>www.elmorrocotudo.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>ARICA AL DÍA</td>\n",
       "      <td>XV Región de Arica y Parinacota</td>\n",
       "      <td>Arica</td>\n",
       "      <td>www.aricaldia.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>ARICA MÍA</td>\n",
       "      <td>XV Región de Arica y Parinacota</td>\n",
       "      <td>Arica</td>\n",
       "      <td>www.aricamia.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>CHASQUIS</td>\n",
       "      <td>XV Región de Arica y Parinacota</td>\n",
       "      <td>Arica</td>\n",
       "      <td>www.chasquis.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>CHINCHORRO</td>\n",
       "      <td>XV Región de Arica y Parinacota</td>\n",
       "      <td>Arica</td>\n",
       "      <td>www.periodicochinchorro.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>DIARIO INFORMATIVO</td>\n",
       "      <td>XV Región de Arica y Parinacota</td>\n",
       "      <td>Arica</td>\n",
       "      <td>www.diarioinformativo.cl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  nombre-diario  \\\n",
       "0                    LA TERCERA   \n",
       "1                   EL MERCURIO   \n",
       "2          LAS ÚLTIMAS NOTICIAS   \n",
       "3                     LA CUARTA   \n",
       "4                    LA SEGUNDA   \n",
       "5                    PUBLIMETRO   \n",
       "6                       LA HORA   \n",
       "7                       HOYXHOY   \n",
       "8             DIARIO FINANCIERO   \n",
       "9                         PULSO   \n",
       "10                 MEGANOTICIAS   \n",
       "11                 EL MOSTRADOR   \n",
       "12                     LA RAZÓN   \n",
       "13                    LA NACIÓN   \n",
       "14              CRÓNICA DIGITAL   \n",
       "15              EL DESCONCIERTO   \n",
       "16                 EL CIUDADANO   \n",
       "17                    EL DÍNAMO   \n",
       "18                   THE CLINIC   \n",
       "19                EL PERIODISTA   \n",
       "20                 SUR NOTICIAS   \n",
       "21                  CENTRAL WEB   \n",
       "22                    CAMBIO 21   \n",
       "23                 TUS NOTICIAS   \n",
       "24                     LABRADOR   \n",
       "25       LA ESTRELLA DE IQUIQUE   \n",
       "26                   EL LONGINO   \n",
       "27            EL SOL DE IQUIQUE   \n",
       "28                 EL REPORTERO   \n",
       "29              TARAPACÁ ONLINE   \n",
       "30                  EL BOYALDÍA   \n",
       "31                     LA KALLE   \n",
       "32   EL MERCURIO DE ANTOFAGASTA   \n",
       "33     EL DIARIO DE ANTOFAGASTA   \n",
       "34                   EL NORTERO   \n",
       "35         ANTOFAGASTA NOTICIAS   \n",
       "36        EL MERCURIO DE CALAMA   \n",
       "37          LA ESTRELLA DEL LOA   \n",
       "38                  EN LA LÍNEA   \n",
       "39                   EL AMÉRICA   \n",
       "40     LA ESTRELLA DE TOCOPILLA   \n",
       "41         EL DIARIO DE ATACAMA   \n",
       "42             ATACAMA NOTICIAS   \n",
       "43             ATACAMA EN LÍNEA   \n",
       "44            EL QUEHAYDECIERTO   \n",
       "45              TIERRAMARILLANO   \n",
       "46           DIARIO CHAÑARCILLO   \n",
       "47                       EL DÍA   \n",
       "48             LA SERENA ONLINE   \n",
       "49                 EL SERENENSE   \n",
       "50               EL OBSERVATODO   \n",
       "51                  EL OVALLINO   \n",
       "52          LA PERLA DEL LIMARÍ   \n",
       "53                   OVALLE HOY   \n",
       "54                    LA REGIÓN   \n",
       "55                  EL REGIONAL   \n",
       "56                EL COQUIMBANO   \n",
       "57    EL MERCURIO DE VALPARAÍSO   \n",
       "58    LA ESTRELLA DE VALPARAÍSO   \n",
       "59                    LA QUINTA   \n",
       "60                  EL MATUTINO   \n",
       "61                LA REGIÓN HOY   \n",
       "62              EPICENTRO CHILE   \n",
       "63                EL OBSERVADOR   \n",
       "64      LA ESTRELLA DE QUILLOTA   \n",
       "65                  MÁS NOTICIA   \n",
       "66                   EL TRABAJO   \n",
       "67                 EL ACONCAGUA   \n",
       "68            ACONCAGUA DIGITAL   \n",
       "69                     EL LÍDER   \n",
       "70                      EL PROA   \n",
       "71                    EL ANDINO   \n",
       "72                ANDES ON LINE   \n",
       "73                EL INFORMADOR   \n",
       "74                EL RANCAGÜINO   \n",
       "75                 EL TIPÓGRAFO   \n",
       "76                EL LIBERTADOR   \n",
       "77         EL CAPO DE PROVINCIA   \n",
       "78                 EL CACHAPOAL   \n",
       "79                     EL PULSO   \n",
       "80                EL RANCAHUASO   \n",
       "81            LA NOTICIA ONLINE   \n",
       "82             HORA DE NOTICIAS   \n",
       "83                    EL CÓNDOR   \n",
       "84                          HDN   \n",
       "85             DIARIO VI REGIÓN   \n",
       "86      LA TRIBUNA DE COLCHAGUA   \n",
       "87                    EL CENTRO   \n",
       "88                      ATENTOS   \n",
       "89                       MAULEE   \n",
       "90           EL DIARIO DE MAULE   \n",
       "91                    EL AMAULE   \n",
       "92                    RED MAULE   \n",
       "93                   EL HERALDO   \n",
       "94                    EL LECTOR   \n",
       "95             LINARES EN LÍNEA   \n",
       "96                MAULE AL DÍA!   \n",
       "97                    LA PRENSA   \n",
       "98                PRENSA CURICÓ   \n",
       "99             CRÓNICA NOTICIAS   \n",
       "100      LA VOZ DE LA PROVINCIA   \n",
       "101                CAUQUENESNET   \n",
       "102                      EL SOL   \n",
       "103               PARRAL ACTUAL   \n",
       "104                  EL MONITOR   \n",
       "105                      EL SUR   \n",
       "106   LA ESTRELLA DE CONCEPCIÓN   \n",
       "107           DIARIO CONCEPCIÓN   \n",
       "108                     RESUMEN   \n",
       "109          TRIBUNA DEL BIOBÍO   \n",
       "110                       SABES   \n",
       "111              EL CONCECUENTE   \n",
       "112                    PÁGINA 7   \n",
       "113                LA DISCUSIÓN   \n",
       "114             CRÓNICA CHILLÁN   \n",
       "115              CHILLÁN ONLINE   \n",
       "116                  LA TRIBUNA   \n",
       "117                EL CONTRASTE   \n",
       "118                    ANGELINO   \n",
       "119               EL SANCARLINO   \n",
       "120          SAN CARLOS ON LINE   \n",
       "121           SAN CARLOS AL DÍA   \n",
       "122                  EL AUSTRAL   \n",
       "123                     CLAVE 9   \n",
       "124            ARAUCANÍA DIARIO   \n",
       "125         TIEMPO 21 ARAUCANÍA   \n",
       "126          ARAUCANÍA NOTICIAS   \n",
       "127                   LA OPIÑÓN   \n",
       "128               TEMUCO DIARIO   \n",
       "129                PRIMERA NOTA   \n",
       "130            LIBERTAD DIGITAL   \n",
       "131            PRENSA CIUDADANA   \n",
       "132           CANAL DE NOTICIAS   \n",
       "133                   ANGOLINOS   \n",
       "134                   MALLECO 7   \n",
       "135                LAS NOTICIAS   \n",
       "136                      SOMOS9   \n",
       "137          EL CORREO DEL LAGO   \n",
       "138           NOTICIAS DEL LAGO   \n",
       "139               EL LLANQUIHUE   \n",
       "140      DIARIO DE PUERTO MONTT   \n",
       "141               EL REPUERTERO   \n",
       "142         PUERTO MONTT ONLINE   \n",
       "143                   DATOS SUR   \n",
       "144            DIARIO LOS LAGOS   \n",
       "145               DIARIO CHILOÉ   \n",
       "146        EL AUSTRAL DE OSORNO   \n",
       "147            DIARIO DE OSORNO   \n",
       "148                 EL VACANUDO   \n",
       "149            CENTRAL NOTICIAS   \n",
       "150                   PAÍS LOBO   \n",
       "151       LA ESTRELLA DE CHILOÉ   \n",
       "152                  EL INSULAR   \n",
       "153             NOTICIAS CHILOÉ   \n",
       "154          EL HERALDO AUSTRAL   \n",
       "155         DIARIO PUERTO VARAS   \n",
       "156                EL CALBUCANO   \n",
       "157                   EL HUEMUL   \n",
       "158        LA OPINIÓN DE CHILOÉ   \n",
       "159               EL DIVISADERO   \n",
       "160       DIARIO REGIONAL AYSÉN   \n",
       "161                 EL CHELENKO   \n",
       "162          EL PATAGÓN DOMINGO   \n",
       "163          DIARIO AYSÉN OPINA   \n",
       "164              VIENTO PATAGÓN   \n",
       "165           LA PRENSA AUSTRAL   \n",
       "166                 EL PINGÜINO   \n",
       "167              EL MAGALLANEWS   \n",
       "168            OVEJERO NOTICIAS   \n",
       "169              EL MAGALLÁNICO   \n",
       "170              NATALES ONLINE   \n",
       "171                 OPINIÓN SUR   \n",
       "172              DIARIO AUSTRAL   \n",
       "173                  SUR ACTUAL   \n",
       "174              DIARIO LAGUINO   \n",
       "175          DIARIO DE VALDIVIA   \n",
       "176             LOS RÍOS AL DÍA   \n",
       "177                RÍO EN LÍNEA   \n",
       "178               EL NAVEGHABLE   \n",
       "179                    LOS RÍOS   \n",
       "180          LA VOZ DE VALDIVIA   \n",
       "181           NOTICIAS LOS RÍOS   \n",
       "182                    EL RANCO   \n",
       "183                    LA UNIÓN   \n",
       "184          LA VOZ DE PAILLACO   \n",
       "185             DIARIO PAILLACO   \n",
       "186                    EL PAILA   \n",
       "187            DIARIO RÍO BUENO   \n",
       "188              DIARIO FUTRONO   \n",
       "189           DIARIO LAGO RANCO   \n",
       "190                DIARIO LANCO   \n",
       "191                DIARIO MÁFIL   \n",
       "192       EL DIARIO PANGUIPULLI   \n",
       "193            CENTRAL NOTICIAS   \n",
       "194             DIARIO SAN JOSÉ   \n",
       "195        LA ESTRELLA DE ARICA   \n",
       "196                EL CONCORDIA   \n",
       "197                   ARICA HOY   \n",
       "198              EL MORROCOTUDO   \n",
       "199                ARICA AL DÍA   \n",
       "200                   ARICA MÍA   \n",
       "201                    CHASQUIS   \n",
       "202                  CHINCHORRO   \n",
       "203          DIARIO INFORMATIVO   \n",
       "\n",
       "                                                region  \\\n",
       "0                              RM Región Metropolitana   \n",
       "1                              RM Región Metropolitana   \n",
       "2                              RM Región Metropolitana   \n",
       "3                              RM Región Metropolitana   \n",
       "4                              RM Región Metropolitana   \n",
       "5                              RM Región Metropolitana   \n",
       "6                              RM Región Metropolitana   \n",
       "7                              RM Región Metropolitana   \n",
       "8                              RM Región Metropolitana   \n",
       "9                              RM Región Metropolitana   \n",
       "10                             RM Región Metropolitana   \n",
       "11                             RM Región Metropolitana   \n",
       "12                             RM Región Metropolitana   \n",
       "13                             RM Región Metropolitana   \n",
       "14                             RM Región Metropolitana   \n",
       "15                             RM Región Metropolitana   \n",
       "16                             RM Región Metropolitana   \n",
       "17                             RM Región Metropolitana   \n",
       "18                             RM Región Metropolitana   \n",
       "19                             RM Región Metropolitana   \n",
       "20                             RM Región Metropolitana   \n",
       "21                             RM Región Metropolitana   \n",
       "22                             RM Región Metropolitana   \n",
       "23                             RM Región Metropolitana   \n",
       "24                             RM Región Metropolitana   \n",
       "25                                I Región de Tarapacá   \n",
       "26                                I Región de Tarapacá   \n",
       "27                                I Región de Tarapacá   \n",
       "28                                I Región de Tarapacá   \n",
       "29                                I Región de Tarapacá   \n",
       "30                                I Región de Tarapacá   \n",
       "31                                I Región de Tarapacá   \n",
       "32                            II Región de Antofagasta   \n",
       "33                            II Región de Antofagasta   \n",
       "34                            II Región de Antofagasta   \n",
       "35                            II Región de Antofagasta   \n",
       "36                            II Región de Antofagasta   \n",
       "37                            II Región de Antofagasta   \n",
       "38                            II Región de Antofagasta   \n",
       "39                            II Región de Antofagasta   \n",
       "40                            II Región de Antofagasta   \n",
       "41                               III Región de Atacama   \n",
       "42                               III Región de Atacama   \n",
       "43                               III Región de Atacama   \n",
       "44                               III Región de Atacama   \n",
       "45                               III Región de Atacama   \n",
       "46                               III Región de Atacama   \n",
       "47                               IV Región de Coquimbo   \n",
       "48                               IV Región de Coquimbo   \n",
       "49                               IV Región de Coquimbo   \n",
       "50                               IV Región de Coquimbo   \n",
       "51                               IV Región de Coquimbo   \n",
       "52                               IV Región de Coquimbo   \n",
       "53                               IV Región de Coquimbo   \n",
       "54                               IV Región de Coquimbo   \n",
       "55                               IV Región de Coquimbo   \n",
       "56                               IV Región de Coquimbo   \n",
       "57                              V Región de Valparaíso   \n",
       "58                              V Región de Valparaíso   \n",
       "59                              V Región de Valparaíso   \n",
       "60                              V Región de Valparaíso   \n",
       "61                              V Región de Valparaíso   \n",
       "62                              V Región de Valparaíso   \n",
       "63                              V Región de Valparaíso   \n",
       "64                              V Región de Valparaíso   \n",
       "65                              V Región de Valparaíso   \n",
       "66                              V Región de Valparaíso   \n",
       "67                              V Región de Valparaíso   \n",
       "68                              V Región de Valparaíso   \n",
       "69                              V Región de Valparaíso   \n",
       "70                              V Región de Valparaíso   \n",
       "71                              V Región de Valparaíso   \n",
       "72                              V Región de Valparaíso   \n",
       "73                              V Región de Valparaíso   \n",
       "74   VI Región del Libertador General Bernardo O'Hi...   \n",
       "75   VI Región del Libertador General Bernardo O'Hi...   \n",
       "76   VI Región del Libertador General Bernardo O'Hi...   \n",
       "77   VI Región del Libertador General Bernardo O'Hi...   \n",
       "78   VI Región del Libertador General Bernardo O'Hi...   \n",
       "79   VI Región del Libertador General Bernardo O'Hi...   \n",
       "80   VI Región del Libertador General Bernardo O'Hi...   \n",
       "81   VI Región del Libertador General Bernardo O'Hi...   \n",
       "82   VI Región del Libertador General Bernardo O'Hi...   \n",
       "83   VI Región del Libertador General Bernardo O'Hi...   \n",
       "84   VI Región del Libertador General Bernardo O'Hi...   \n",
       "85   VI Región del Libertador General Bernardo O'Hi...   \n",
       "86   VI Región del Libertador General Bernardo O'Hi...   \n",
       "87                                VII Región del Maule   \n",
       "88                                VII Región del Maule   \n",
       "89                                VII Región del Maule   \n",
       "90                                VII Región del Maule   \n",
       "91                                VII Región del Maule   \n",
       "92                                VII Región del Maule   \n",
       "93                                VII Región del Maule   \n",
       "94                                VII Región del Maule   \n",
       "95                                VII Región del Maule   \n",
       "96                                VII Región del Maule   \n",
       "97                                VII Región del Maule   \n",
       "98                                VII Región del Maule   \n",
       "99                                VII Región del Maule   \n",
       "100                               VII Región del Maule   \n",
       "101                               VII Región del Maule   \n",
       "102                               VII Región del Maule   \n",
       "103                               VII Región del Maule   \n",
       "104                               VII Región del Maule   \n",
       "105                             VIII Región del Biobío   \n",
       "106                             VIII Región del Biobío   \n",
       "107                             VIII Región del Biobío   \n",
       "108                             VIII Región del Biobío   \n",
       "109                             VIII Región del Biobío   \n",
       "110                             VIII Región del Biobío   \n",
       "111                             VIII Región del Biobío   \n",
       "112                             VIII Región del Biobío   \n",
       "113                             VIII Región del Biobío   \n",
       "114                             VIII Región del Biobío   \n",
       "115                             VIII Región del Biobío   \n",
       "116                             VIII Región del Biobío   \n",
       "117                             VIII Región del Biobío   \n",
       "118                             VIII Región del Biobío   \n",
       "119                             VIII Región del Biobío   \n",
       "120                             VIII Región del Biobío   \n",
       "121                             VIII Región del Biobío   \n",
       "122                          IX Región de la Araucanía   \n",
       "123                          IX Región de la Araucanía   \n",
       "124                          IX Región de la Araucanía   \n",
       "125                          IX Región de la Araucanía   \n",
       "126                          IX Región de la Araucanía   \n",
       "127                          IX Región de la Araucanía   \n",
       "128                          IX Región de la Araucanía   \n",
       "129                          IX Región de la Araucanía   \n",
       "130                          IX Región de la Araucanía   \n",
       "131                          IX Región de la Araucanía   \n",
       "132                          IX Región de la Araucanía   \n",
       "133                          IX Región de la Araucanía   \n",
       "134                          IX Región de la Araucanía   \n",
       "135                          IX Región de la Araucanía   \n",
       "136                          IX Región de la Araucanía   \n",
       "137                          IX Región de la Araucanía   \n",
       "138                          IX Región de la Araucanía   \n",
       "139                              X Región de Los Lagos   \n",
       "140                              X Región de Los Lagos   \n",
       "141                              X Región de Los Lagos   \n",
       "142                              X Región de Los Lagos   \n",
       "143                              X Región de Los Lagos   \n",
       "144                              X Región de Los Lagos   \n",
       "145                              X Región de Los Lagos   \n",
       "146                              X Región de Los Lagos   \n",
       "147                              X Región de Los Lagos   \n",
       "148                              X Región de Los Lagos   \n",
       "149                              X Región de Los Lagos   \n",
       "150                              X Región de Los Lagos   \n",
       "151                              X Región de Los Lagos   \n",
       "152                              X Región de Los Lagos   \n",
       "153                              X Región de Los Lagos   \n",
       "154                              X Región de Los Lagos   \n",
       "155                              X Región de Los Lagos   \n",
       "156                              X Región de Los Lagos   \n",
       "157                              X Región de Los Lagos   \n",
       "158                              X Región de Los Lagos   \n",
       "159                                 XI Región de Aysén   \n",
       "160                                 XI Región de Aysén   \n",
       "161                                 XI Región de Aysén   \n",
       "162                                 XI Región de Aysén   \n",
       "163                                 XI Región de Aysén   \n",
       "164                                 XI Región de Aysén   \n",
       "165                           XII Región de Magallanes   \n",
       "166                           XII Región de Magallanes   \n",
       "167                           XII Región de Magallanes   \n",
       "168                           XII Región de Magallanes   \n",
       "169                           XII Región de Magallanes   \n",
       "170                           XII Región de Magallanes   \n",
       "171                           XII Región de Magallanes   \n",
       "172                             XIV Región de los Ríos   \n",
       "173                             XIV Región de los Ríos   \n",
       "174                             XIV Región de los Ríos   \n",
       "175                             XIV Región de los Ríos   \n",
       "176                             XIV Región de los Ríos   \n",
       "177                             XIV Región de los Ríos   \n",
       "178                             XIV Región de los Ríos   \n",
       "179                             XIV Región de los Ríos   \n",
       "180                             XIV Región de los Ríos   \n",
       "181                             XIV Región de los Ríos   \n",
       "182                             XIV Región de los Ríos   \n",
       "183                             XIV Región de los Ríos   \n",
       "184                             XIV Región de los Ríos   \n",
       "185                             XIV Región de los Ríos   \n",
       "186                             XIV Región de los Ríos   \n",
       "187                             XIV Región de los Ríos   \n",
       "188                             XIV Región de los Ríos   \n",
       "189                             XIV Región de los Ríos   \n",
       "190                             XIV Región de los Ríos   \n",
       "191                             XIV Región de los Ríos   \n",
       "192                             XIV Región de los Ríos   \n",
       "193                             XIV Región de los Ríos   \n",
       "194                             XIV Región de los Ríos   \n",
       "195                    XV Región de Arica y Parinacota   \n",
       "196                    XV Región de Arica y Parinacota   \n",
       "197                    XV Región de Arica y Parinacota   \n",
       "198                    XV Región de Arica y Parinacota   \n",
       "199                    XV Región de Arica y Parinacota   \n",
       "200                    XV Región de Arica y Parinacota   \n",
       "201                    XV Región de Arica y Parinacota   \n",
       "202                    XV Región de Arica y Parinacota   \n",
       "203                    XV Región de Arica y Parinacota   \n",
       "\n",
       "                       comuna                            url  \\\n",
       "0                Santiago Ch.              www.latercera.com   \n",
       "1                Santiago Ch.                   www.emol.com   \n",
       "2                Santiago Ch.                    www.lun.com   \n",
       "3                Santiago Ch.               www.lacuarta.com   \n",
       "4                Santiago Ch.              www.lasegunda.com   \n",
       "5                Santiago Ch.              www.publimetro.cl   \n",
       "6                Santiago Ch.                  www.lahora.cl   \n",
       "7                Santiago Ch.                 www.hoyxhoy.cl   \n",
       "8                Santiago Ch.                      www.df.cl   \n",
       "9                Santiago Ch.                   www.pulso.cl   \n",
       "10               Santiago Ch.            www.meganoticias.cl   \n",
       "11               Santiago Ch.             www.elmostrador.cl   \n",
       "12               Santiago Ch.                 www.larazon.cl   \n",
       "13               Santiago Ch.                www.lanacion.cl   \n",
       "14               Santiago Ch.          www.cronicadigital.cl   \n",
       "15               Santiago Ch.          www.eldesconcierto.cl   \n",
       "16               Santiago Ch.            www.elciudadano.com   \n",
       "17               Santiago Ch.               www.eldinamo.com   \n",
       "18               Santiago Ch.               www.theclinic.cl   \n",
       "19               Santiago Ch.            www.elperiodista.cl   \n",
       "20               Santiago Ch.      www.diariosurnoticias.com   \n",
       "21               Santiago Ch.              www.centralweb.cl   \n",
       "22               Santiago Ch.                www.cambio21.cl   \n",
       "23               Santiago Ch.             www.tusnoticias.cl   \n",
       "24                  Melipilla          www.diariolabrador.cl   \n",
       "25                    Iquique         www.estrellaiquique.cl   \n",
       "26                    Iquique           www.diariolongino.cl   \n",
       "27                    Iquique          www.elsoldeiquique.cl   \n",
       "28                    Iquique   www.elreporterodeiquique.com   \n",
       "29                    Iquique          www.tarapacaonline.cl   \n",
       "30                    Iquique              www.elboyaldia.cl   \n",
       "31                    Iquique                 www.lakalle.cl   \n",
       "32                Antofagasta     www.mercurioantofagasta.cl   \n",
       "33                Antofagasta       www.diarioantofagasta.cl   \n",
       "34                Antofagasta               www.elnortero.cl   \n",
       "35                Antofagasta     www.antofagastanoticias.cl   \n",
       "36                     Calama          www.mercuriocalama.cl   \n",
       "37                     Calama             www.estrellaloa.cl   \n",
       "38                     Calama               www.enlalinea.cl   \n",
       "39                     Calama               www.elamerica.cl   \n",
       "40                  Tocopilla       www.estrellatocopilla.cl   \n",
       "41                    Copiapó           www.diarioatacama.cl   \n",
       "42                    Copiapó         www.atacamanoticias.cl   \n",
       "43                    Copiapó          www.atacamaenlinea.cl   \n",
       "44                    Copiapó        www.elquehaydecierto.cl   \n",
       "45                    Copiapó         www.tierramarillano.cl   \n",
       "46                   Chañaral             www.chanarcillo.cl   \n",
       "47                  La Serena             www.diarioeldia.cl   \n",
       "48                  La Serena          www.laserenaonline.cl   \n",
       "49                  La Serena             www.elserenense.cl   \n",
       "50                  La Serena           www.elobservatodo.cl   \n",
       "51                     Ovalle              www.elovallino.cl   \n",
       "52                     Ovalle        www.laperladellimari.cl   \n",
       "53                     Ovalle               www.ovallehoy.cl   \n",
       "54                   Coquimbo          www.diariolaregion.cl   \n",
       "55                   Coquimbo              www.elregional.cl   \n",
       "56                   Coquimbo            www.elcoquimbano.cl   \n",
       "57                 Valparaíso           www.mercuriovalpo.cl   \n",
       "58                 Valparaíso           www.estrellavalpo.cl   \n",
       "59                 Valparaíso          www.diariolaquinta.cl   \n",
       "60                 Valparaíso             www.elmartutino.cl   \n",
       "61                 Valparaíso             www.laregionhoy.cl   \n",
       "62                 Valparaíso         www.epicentrochile.com   \n",
       "63                   Quillota              www.observador.cl   \n",
       "64                   Quillota             www.soyquillota.cl   \n",
       "65                   Quillota              www.masnoticia.cl   \n",
       "66                 San Felipe               www.eltrabajo.cl   \n",
       "67                 San Felipe             www.elaconcagua.cl   \n",
       "68                 San Felipe        www.aconcaguadigital.cl   \n",
       "69                San Antonio         www.lidersanantonio.cl   \n",
       "70                San Antonio                  www.elproa.cl   \n",
       "71                  Los Andes                www.elandino.cl   \n",
       "72                  Los Andes          www.losandesonline.cl   \n",
       "73                  Los Andes            www.elinformador.cl   \n",
       "74                   Rancagua            www.elrancaguino.cl   \n",
       "75                   Rancagua             www.eltipografo.cl   \n",
       "76                   Rancagua             www.eltipografo.cl   \n",
       "77                   Rancagua         www.capodeprovincia.cl   \n",
       "78                   Rancagua             www.elcachapoal.cl   \n",
       "79                   Rancagua           www.diarioelpulso.cl   \n",
       "80                   Rancagua            www.elrancahuaso.cl   \n",
       "81                   Rancagua         www.lanoticiaonline.cl   \n",
       "82                   Rancagua          www.horadenoticias.cl   \n",
       "83                 Santa Cruz          www.diarioelcondor.cl   \n",
       "84                 Santa Cruz                     www.hdn.cl   \n",
       "85               San Fernando          www.diarioviregion.cl   \n",
       "86               San Fernando  www.latribunadecolchagua.c...   \n",
       "87                      Talca          www.diarioelcentro.cl   \n",
       "88                      Talca                 www.atentos.cl   \n",
       "89                      Talca                  www.maulee.cl   \n",
       "90                      Talca        www.eldiariodemaule.com   \n",
       "91                      Talca                www.elamaule.cl   \n",
       "92                      Talca               www.redmaule.com   \n",
       "93                    Linares         www.diarioelheraldo.cl   \n",
       "94                    Linares            www.lectoronline.cl   \n",
       "95                    Linares          www.linaresenlinea.cl   \n",
       "96                    Linares              www.maulealdia.cl   \n",
       "97                     Curicó          www.diariolaprensa.cl   \n",
       "98                     Curicó            www.prensacurico.cl   \n",
       "99                     Curicó         www.cronicanoticias.cl   \n",
       "100                 Cauquenes         www.cronicanoticias.cl   \n",
       "101                 Cauquenes            www.cauquenesnet.cl   \n",
       "102                    Parral            www.cauquenesnet.cl   \n",
       "103                    Parral           www.parralactual.com   \n",
       "104                    Parral        www.elmonitorparral.com   \n",
       "105                Concepción                   www.elsur.cl   \n",
       "106                Concepción           www.estrellaconce.cl   \n",
       "107                Concepción        www.diarioconcepcion.cl   \n",
       "108                Concepción                 www.resumen.cl   \n",
       "109                Concepción        www.tribunadelbiobio.cl   \n",
       "110                Concepción                   www.sabes.cl   \n",
       "111                Concepción           www.elconcecuente.cl   \n",
       "112                Concepción                 www.pagina7.cl   \n",
       "113                   Chillán             www.ladiscusion.cl   \n",
       "114                   Chillán          www.cronicachillan.cl   \n",
       "115                   Chillán           www.chillanonline.cl   \n",
       "116               Los Ángeles         www.diariolatribuna.cl   \n",
       "117               Los Ángeles             www.elcontraste.cl   \n",
       "118               Los Ángeles                www.angelino.cl   \n",
       "119                San Carlos            www.elsancarlino.cl   \n",
       "120                San Carlos         www.sancarlosonline.cl   \n",
       "121                San Carlos          www.sancarlosaldia.cl   \n",
       "122                    Temuco           www.australtemuco.cl   \n",
       "123                    Temuco                  www.clave9.cl   \n",
       "124                    Temuco         www.araucaniadiario.cl   \n",
       "125                    Temuco       www.tiempo21araucania.cl   \n",
       "126                    Temuco       www.araucanianoticias.cl   \n",
       "127                    Temuco                www.laopinon.cl   \n",
       "128                    Temuco            www.temucodiario.cl   \n",
       "129                    Temuco             www.primeranota.cl   \n",
       "130                    Temuco         www.libertaddigital.cl   \n",
       "131                    Temuco         www.prensaciudadana.cl   \n",
       "132                     Angol         www.canaldenoticias.cl   \n",
       "133                     Angol               www.angolinos.cl   \n",
       "134                     Angol                www.malleco7.cl   \n",
       "135                  Victoria  www.lasnoticiasdemalleco.c...   \n",
       "136                  Victoria                  www.somos9.cl   \n",
       "137                Villarrica           www.correodellago.cl   \n",
       "138                Villarrica         www.noticiasdellago.cl   \n",
       "139              Puerto Montt             www.ellanquihue.cl   \n",
       "140              Puerto Montt     www.diariodepuertomontt.cl   \n",
       "141              Puerto Montt            www.elrepuertero.cl   \n",
       "142              Puerto Montt       www.puertomonttonline.cl   \n",
       "143              Puerto Montt                www.datossur.cl   \n",
       "144              Puerto Montt          www.diarioloslagos.cl   \n",
       "145              Puerto Montt           www.diariochiloe.cl/   \n",
       "146                    Osorno           www.australosorno.cl   \n",
       "147                    Osorno          www.diariodeosorno.cl   \n",
       "148                    Osorno              www.elvacanudo.cl   \n",
       "149                    Osorno          www.centralnoticia.cl   \n",
       "150                    Osorno                www.paislobo.cl   \n",
       "151                    Castro        www.laestrellachiloe.cl   \n",
       "152                    Castro               www.elinsular.cl   \n",
       "153                    Castro          www.noticiaschiloe.cl   \n",
       "154              Puerto Varas                     www.eha.cl   \n",
       "155              Puerto Varas       www.diariopuertovaras.cl   \n",
       "156                   Calbuco             www.elcalbucano.cl   \n",
       "157                   Chaitén                www.elhuemul.cl   \n",
       "158                     Ancud       www.laopiniondechiloe.cl   \n",
       "159                 Coyhaique            www.eldivisadero.cl   \n",
       "160                 Coyhaique     www.diarioregionalaysen.cl   \n",
       "161                 Coyhaique              www.elchelenko.cl   \n",
       "162                 Coyhaique        www.elpatagondomingo.cl   \n",
       "163                 Coyhaique        www.diarioaysenopina.cl   \n",
       "164              Puerto Aysén           www.vientopatagon.cl   \n",
       "165              Punta Arenas         www.laprensaaustral.cl   \n",
       "166              Punta Arenas             www.elpinguino.com   \n",
       "167              Punta Arenas           www.elmagallanews.cl   \n",
       "168              Punta Arenas         www.ovejeronoticias.cl   \n",
       "169              Punta Arenas          www.elmagallanico.com   \n",
       "170            Puerto Natales           www.natalesonline.cl   \n",
       "171            Puerto Natales              www.opinionsur.cl   \n",
       "172                  Valdivia         www.australvaldivia.cl   \n",
       "173                  Valdivia               www.suractual.cl   \n",
       "174                  Valdivia           www.diariolaguino.cl   \n",
       "175                  Valdivia        www.diariodevaldivia.cl   \n",
       "176                  Valdivia            www.losriosaldia.cl   \n",
       "177                  Valdivia              www.rioenlinea.cl   \n",
       "178                  Valdivia            www.elnaveghable.cl   \n",
       "179                  Valdivia        www.periodicolosrios.cl   \n",
       "180                  Valdivia         www.lavozdevaldivia.cl   \n",
       "181                  La Unión         www.noticiaslosrios.cl   \n",
       "182                  La Unión           www.diarioelranco.cl   \n",
       "183                  La Unión           www.diariolaunion.cl   \n",
       "184                  Paillaco         www.lavozdepaillaco.cl   \n",
       "185                  Paillaco          www.diariopaillaco.cl   \n",
       "186                  Paillaco                 www.lapaila.cl   \n",
       "187                 Río Bueno          www.diarioriobueno.cl   \n",
       "188                   Futrono           www.diariofutrono.cl   \n",
       "189                Lago Ranco         www.diariolagoranco.cl   \n",
       "190                     Lanco             www.diariolanco.cl   \n",
       "191                     Máfil             www.diariomafil.cl   \n",
       "192               Panguipulli     www.eldiariopanguipulli.cl   \n",
       "193               Panguipulli             centralnoticias.cl   \n",
       "194  San José de la Mariquina           www.diariosanjose.cl   \n",
       "195                     Arica           www.estrellaarica.cl   \n",
       "196                     Arica             www.elconcordia.cl   \n",
       "197                     Arica                www.aricahoy.cl   \n",
       "198                     Arica           www.elmorrocotudo.cl   \n",
       "199                     Arica               www.aricaldia.cl   \n",
       "200                     Arica                www.aricamia.cl   \n",
       "201                     Arica                www.chasquis.cl   \n",
       "202                     Arica     www.periodicochinchorro.cl   \n",
       "203                     Arica       www.diarioinformativo.cl   \n",
       "\n",
       "    se puede extraer? inserto en caleuche?  \n",
       "0                   ✅                    ✅  \n",
       "1                   ✅                    ✅  \n",
       "2                 NaN                  NaN  \n",
       "3                   ✅                  NaN  \n",
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       "64                NaN                  NaN  \n",
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       "68                  ✅                    ✅  \n",
       "69                NaN                  NaN  \n",
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       "73                  ✅                    ✅  \n",
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       "123                 ✅                    ✅  \n",
       "124               NaN                  NaN  \n",
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       "150               NaN                  NaN  \n",
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       "156               NaN                  NaN  \n",
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       "158               NaN                  NaN  \n",
       "159               NaN                  NaN  \n",
       "160               NaN                  NaN  \n",
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       "162               NaN                  NaN  \n",
       "163               NaN                  NaN  \n",
       "164               NaN                  NaN  \n",
       "165               NaN                  NaN  \n",
       "166               NaN                  NaN  \n",
       "167               NaN                  NaN  \n",
       "168               NaN                  NaN  \n",
       "169               NaN                  NaN  \n",
       "170               NaN                  NaN  \n",
       "171               NaN                  NaN  \n",
       "172               NaN                  NaN  \n",
       "173               NaN                  NaN  \n",
       "174               NaN                  NaN  \n",
       "175               NaN                  NaN  \n",
       "176               NaN                  NaN  \n",
       "177               NaN                  NaN  \n",
       "178               NaN                  NaN  \n",
       "179               NaN                  NaN  \n",
       "180               NaN                  NaN  \n",
       "181               NaN                  NaN  \n",
       "182               NaN                  NaN  \n",
       "183               NaN                  NaN  \n",
       "184               NaN                  NaN  \n",
       "185               NaN                  NaN  \n",
       "186               NaN                  NaN  \n",
       "187               NaN                  NaN  \n",
       "188               NaN                  NaN  \n",
       "189               NaN                  NaN  \n",
       "190               NaN                  NaN  \n",
       "191               NaN                  NaN  \n",
       "192               NaN                  NaN  \n",
       "193               NaN                  NaN  \n",
       "194               NaN                  NaN  \n",
       "195               NaN                  NaN  \n",
       "196               NaN                  NaN  \n",
       "197               NaN                  NaN  \n",
       "198               NaN                  NaN  \n",
       "199               NaN                  NaN  \n",
       "200               NaN                  NaN  \n",
       "201               NaN                  NaN  \n",
       "202               NaN                  NaN  \n",
       "203               NaN                  NaN  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.set_option(\"display.max_rows\", None, \"display.max_columns\", None)\n",
    "table[~table['url'].isnull()]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2348b1a2",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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