02-geocoding.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Geocoding em Python\n",
    "\n",
    "Vamos experimentar determinar as coordenadas de um sítio a partir da morada."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install geocoder\n",
    "\n",
    "import geocoder\n",
    "import pandas as pd\n",
    "import folium"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "location = \"Praça Coronel Pacheco, Porto, Portugal\"\n",
    "\n",
    "g = geocoder.google(location)\n",
    "g.latlng"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[41.151237300000005, -8.61501626564905]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# outro provider, que o Google é limitado\n",
    "\n",
    "g = geocoder.komoot(location)\n",
    "g.latlng"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "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>nome</th>\n",
       "      <th>morada</th>\n",
       "      <th>país</th>\n",
       "      <th>localidade</th>\n",
       "      <th>codigo_postal</th>\n",
       "      <th>data_abertura</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Honorato Clérigos</td>\n",
       "      <td>Rua Cândido dos Reis, 12</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4050-151</td>\n",
       "      <td>2016-08-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Prégar</td>\n",
       "      <td>Largo de São Domingos, 96</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4050-253</td>\n",
       "      <td>2016-07-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Nook Hamburgaria Pregaria</td>\n",
       "      <td>Rua São João Brito 32</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2016-06-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Alta Burguesia</td>\n",
       "      <td>Rua da Restauração, 1</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2016-04-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>De Gema</td>\n",
       "      <td>Rua do Almada, 253</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4050-038</td>\n",
       "      <td>2016-03-21</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                        nome                     morada      país localidade  \\\n",
       "0          Honorato Clérigos   Rua Cândido dos Reis, 12  Portugal      Porto   \n",
       "1                     Prégar  Largo de São Domingos, 96  Portugal      Porto   \n",
       "2  Nook Hamburgaria Pregaria      Rua São João Brito 32  Portugal      Porto   \n",
       "3             Alta Burguesia      Rua da Restauração, 1  Portugal      Porto   \n",
       "4                    De Gema        Rua do Almada, 253   Portugal      Porto   \n",
       "\n",
       "  codigo_postal data_abertura  \n",
       "0      4050-151    2016-08-04  \n",
       "1      4050-253    2016-07-30  \n",
       "2           NaN    2016-06-01  \n",
       "3           NaN    2016-04-21  \n",
       "4      4050-038    2016-03-21  "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv('data/hamburguerias_porto.csv')\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Rua Cândido dos Reis, 12, Porto, Portugal -> [41.1473924, -8.6137725]\n",
      "Largo de São Domingos, 96, Porto, Portugal -> [41.1431111, -8.614765510487807]\n",
      "Rua São João Brito 32, Porto, Portugal -> [41.3428814, -8.5432602]\n",
      "Rua da Restauração, 1, Porto, Portugal -> [41.1945048, -8.5759202]\n",
      "Rua do Almada, 253 , Porto, Portugal -> [41.155516, -8.6191649]\n",
      "Via do Castelo do Queijo, 395, Porto, Portugal -> None\n",
      "Rua Amândio Galhano, 51, Porto, Portugal -> [41.1829043, -8.5993444]\n",
      "Rua de Ceuta, 63, Porto, Portugal -> [41.1483517, -8.6141162]\n",
      "Rua Adolfo Casais Monteiro, 17, Porto, Portugal -> [41.1493674, -8.6229257]\n",
      "Praça do Bom Sucesso, 132, Porto, Portugal -> [41.1551629, -8.6289998]\n",
      "Praça de Parada Leitão, 65, Porto, Portugal -> None\n",
      "Rua da Conceição, 106, Porto, Portugal -> [41.1499998, -8.6146717]\n",
      "Praça Guilherme Gomes Fernandes, 39, Porto, Portugal -> [41.1473299, -8.6148959]\n",
      "Passeio de São Lázaro, 51, Porto, Portugal -> [41.1464627, -8.6021514]\n",
      "Rua do Ateneu Comercial 8-14, Porto, Portugal -> [41.14830535, -8.60755299500439]\n",
      "Rua Senhora da Luz, 448, Porto, Portugal -> [41.1527511, -8.6781263]\n",
      "Rua Martires da Liberdade 130 , Porto, Portugal -> [41.1513262, -8.6138836]\n",
      "Rua das Galeria de Paris, 113, Porto, Portugal -> [41.1099157, -8.6139409]\n",
      "Rua das Oliveiras, 118, Porto, Portugal -> [41.1127505, -8.3964044]\n",
      "Praça Dom Afonso V, 55, Porto, Portugal -> [41.1593238, -8.6653715]\n",
      "Rua de Diu, Porto, Portugal -> [41.1711729, -8.550274]\n",
      "Avenida de Fernão de Magalhães, 500, Porto, Portugal -> [41.1777976, -8.5827625]\n",
      "Rua do Padrão, 152, Porto, Portugal -> [41.14609075, -8.601548366719744]\n",
      "Rua da Conceição, 59, Porto, Portugal -> [41.1928757, -8.613317]\n",
      "Rua da Picaria, 87, Porto, Portugal -> [41.148894, -8.6129889]\n",
      "Rua Pedro Homem de Mello, 242, Porto, Portugal -> None\n",
      "Rua de Cândido dos Reis, 126, Porto, Portugal -> [41.1307322, -8.610898]\n",
      "Rua da Torrinha, 134, Porto, Portugal -> [41.1524145, -8.6192752]\n",
      "Avenida do Brasil, 829, Porto, Portugal -> [41.1539893, -8.6792051]\n",
      "Praça Dona Filipa de Lencastre, 183, Porto, Portugal -> [41.1482679, -8.6129898]\n",
      "Rua da Picaria, 89, Porto, Portugal -> [41.148894, -8.6129889]\n",
      "Rua Professor Mota Pinto, 12, Porto, Portugal -> [41.1668447, -8.6530871]\n",
      "Rua Santa Catarina, 1433, Porto, Portugal -> [41.1601915, -8.6044449]\n",
      "Rua de Miguel Bombarda, 598, Porto, Portugal -> [41.1501741, -8.616987]\n",
      "Rua da Arroteia, 21, Porto, Portugal -> [41.1851523, -8.5969178]\n",
      "Praça de Guilherme Gomes Fernandes, 67, Porto, Portugal -> [41.14762065, -8.614804740940226]\n",
      "Rua de Cedofeita, 263, Porto, Portugal -> [41.1548151, -8.6046934]\n",
      "Rua de Miragaia, 54, Porto, Portugal -> [41.14581685, -8.614019899154705]\n",
      "Rua do Almada, 120, Porto, Portugal -> [41.1471894, -8.6120912]\n",
      "Rua de Santa Catarina, 591, Porto, Portugal -> [41.1509574, -8.6053649]\n",
      "Rua Egas Moniz, 490, Porto, Portugal -> [41.1804876, -8.3216525]\n",
      "Rua de Cedofeita, 382, Porto, Portugal -> [41.1462029, -8.606576739693143]\n",
      "Rua de Cedofeita, 50, Porto, Portugal -> [41.1441545, -8.6228811]\n"
     ]
    }
   ],
   "source": [
    "from time import sleep\n",
    "\n",
    "for index, row in df.iterrows():\n",
    "    # definir a morada completa que queremos procurar\n",
    "    location = '{}, {}, {}'.format(row['morada'], row['localidade'], 'Portugal')\n",
    "    # usar o serviço de geocoding para a encontrar\n",
    "    g = geocoder.komoot(location)\n",
    "    # calmex para não pressionar o servidor\n",
    "    sleep(2)\n",
    "    # caso encontre um valor, guardar no dataframe\n",
    "    if g.latlng:\n",
    "        df.at[index, 'lat'] = g.latlng[0]\n",
    "        df.at[index, 'lon'] = g.latlng[1]\n",
    "    print(location + \" -> \" + str(g.latlng))\n",
    "\n",
    "# gravar o resultado num novo ficheiro\n",
    "df.to_csv('data/hamburguerias_porto_latlon.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "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>nome</th>\n",
       "      <th>morada</th>\n",
       "      <th>país</th>\n",
       "      <th>localidade</th>\n",
       "      <th>codigo_postal</th>\n",
       "      <th>data_abertura</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Honorato Clérigos</td>\n",
       "      <td>Rua Cândido dos Reis, 12</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4050-151</td>\n",
       "      <td>2016-08-04</td>\n",
       "      <td>41.147392</td>\n",
       "      <td>-8.613772</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Prégar</td>\n",
       "      <td>Largo de São Domingos, 96</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4050-253</td>\n",
       "      <td>2016-07-30</td>\n",
       "      <td>41.143111</td>\n",
       "      <td>-8.614766</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Nook Hamburgaria Pregaria</td>\n",
       "      <td>Rua São João Brito 32</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2016-06-01</td>\n",
       "      <td>41.342881</td>\n",
       "      <td>-8.543260</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Alta Burguesia</td>\n",
       "      <td>Rua da Restauração, 1</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2016-04-21</td>\n",
       "      <td>41.194505</td>\n",
       "      <td>-8.575920</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>De Gema</td>\n",
       "      <td>Rua do Almada, 253</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4050-038</td>\n",
       "      <td>2016-03-21</td>\n",
       "      <td>41.155516</td>\n",
       "      <td>-8.619165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>A Burguesa</td>\n",
       "      <td>Via do Castelo do Queijo, 395</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4100-429</td>\n",
       "      <td>2016-03-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Tasquinha do Caco</td>\n",
       "      <td>Rua Amândio Galhano, 51</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2016-01-31</td>\n",
       "      <td>41.182904</td>\n",
       "      <td>-8.599344</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Dona Maria Pregaria</td>\n",
       "      <td>Rua de Ceuta, 63</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015-12-19</td>\n",
       "      <td>41.148352</td>\n",
       "      <td>-8.614116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Boulevard Burger House</td>\n",
       "      <td>Rua Adolfo Casais Monteiro, 17</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015-11-30</td>\n",
       "      <td>41.149367</td>\n",
       "      <td>-8.622926</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>NY Sliders</td>\n",
       "      <td>Praça do Bom Sucesso, 132</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015-07-02</td>\n",
       "      <td>41.155163</td>\n",
       "      <td>-8.629000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>A Grande e à Francesa</td>\n",
       "      <td>Praça de Parada Leitão, 65</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015-07-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Ó Maria</td>\n",
       "      <td>Rua da Conceição, 106</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015-06-19</td>\n",
       "      <td>41.150000</td>\n",
       "      <td>-8.614672</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Prego da Baixa</td>\n",
       "      <td>Praça Guilherme Gomes Fernandes, 39</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015-05-01</td>\n",
       "      <td>41.147330</td>\n",
       "      <td>-8.614896</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Tasquinha do Caco</td>\n",
       "      <td>Passeio de São Lázaro, 51</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015-01-31</td>\n",
       "      <td>41.146463</td>\n",
       "      <td>-8.602151</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Munchie</td>\n",
       "      <td>Rua do Ateneu Comercial 8-14</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014-12-09</td>\n",
       "      <td>41.148305</td>\n",
       "      <td>-8.607553</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Peebz</td>\n",
       "      <td>Rua Senhora da Luz, 448</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4150-695</td>\n",
       "      <td>2014-12-01</td>\n",
       "      <td>41.152751</td>\n",
       "      <td>-8.678126</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Black Mamba - Burgers &amp; Records</td>\n",
       "      <td>Rua Martires da Liberdade 130</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4050-359</td>\n",
       "      <td>2014-11-29</td>\n",
       "      <td>41.151326</td>\n",
       "      <td>-8.613884</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>HD BAR TO BE WILD</td>\n",
       "      <td>Rua das Galeria de Paris, 113</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4050-284</td>\n",
       "      <td>2014-11-11</td>\n",
       "      <td>41.109916</td>\n",
       "      <td>-8.613941</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Zé do Prego</td>\n",
       "      <td>Rua das Oliveiras, 118</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4050-448</td>\n",
       "      <td>2014-11-01</td>\n",
       "      <td>41.112750</td>\n",
       "      <td>-8.396404</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Caffe.55</td>\n",
       "      <td>Praça Dom Afonso V, 55</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014-11-01</td>\n",
       "      <td>41.159324</td>\n",
       "      <td>-8.665371</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Hamburgueria do Mercado</td>\n",
       "      <td>Rua de Diu</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4150-235</td>\n",
       "      <td>2014-10-01</td>\n",
       "      <td>41.171173</td>\n",
       "      <td>-8.550274</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Quinhentos</td>\n",
       "      <td>Avenida de Fernão de Magalhães, 500</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014-09-01</td>\n",
       "      <td>41.177798</td>\n",
       "      <td>-8.582762</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Casa Vasco</td>\n",
       "      <td>Rua do Padrão, 152</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014-05-08</td>\n",
       "      <td>41.146091</td>\n",
       "      <td>-8.601548</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>SINS Sandwich</td>\n",
       "      <td>Rua da Conceição, 59</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014-05-01</td>\n",
       "      <td>41.192876</td>\n",
       "      <td>-8.613317</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Baixa Burger</td>\n",
       "      <td>Rua da Picaria, 87</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014-03-01</td>\n",
       "      <td>41.148894</td>\n",
       "      <td>-8.612989</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Baixa Burger</td>\n",
       "      <td>Rua Pedro Homem de Mello, 242</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014-03-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Pão que ladra &amp; Destilaria</td>\n",
       "      <td>Rua de Cândido dos Reis, 126</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014-01-01</td>\n",
       "      <td>41.130732</td>\n",
       "      <td>-8.610898</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Real Hamburgaria Portuguesa</td>\n",
       "      <td>Rua da Torrinha, 134</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4050-609</td>\n",
       "      <td>2013-11-01</td>\n",
       "      <td>41.152414</td>\n",
       "      <td>-8.619275</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Nova Copa</td>\n",
       "      <td>Avenida do Brasil, 829</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4150-154</td>\n",
       "      <td>2013-09-13</td>\n",
       "      <td>41.153989</td>\n",
       "      <td>-8.679205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Munchie</td>\n",
       "      <td>Praça Dona Filipa de Lencastre, 183</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2013-07-01</td>\n",
       "      <td>41.148268</td>\n",
       "      <td>-8.612990</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                               nome                               morada  \\\n",
       "0                 Honorato Clérigos             Rua Cândido dos Reis, 12   \n",
       "1                            Prégar            Largo de São Domingos, 96   \n",
       "2         Nook Hamburgaria Pregaria                Rua São João Brito 32   \n",
       "3                    Alta Burguesia                Rua da Restauração, 1   \n",
       "4                           De Gema                  Rua do Almada, 253    \n",
       "5                        A Burguesa        Via do Castelo do Queijo, 395   \n",
       "6                 Tasquinha do Caco              Rua Amândio Galhano, 51   \n",
       "7               Dona Maria Pregaria                     Rua de Ceuta, 63   \n",
       "8            Boulevard Burger House       Rua Adolfo Casais Monteiro, 17   \n",
       "9                        NY Sliders            Praça do Bom Sucesso, 132   \n",
       "10            A Grande e à Francesa           Praça de Parada Leitão, 65   \n",
       "11                          Ó Maria                Rua da Conceição, 106   \n",
       "12                   Prego da Baixa  Praça Guilherme Gomes Fernandes, 39   \n",
       "13                Tasquinha do Caco            Passeio de São Lázaro, 51   \n",
       "14                          Munchie         Rua do Ateneu Comercial 8-14   \n",
       "15                            Peebz              Rua Senhora da Luz, 448   \n",
       "16  Black Mamba - Burgers & Records       Rua Martires da Liberdade 130    \n",
       "17                HD BAR TO BE WILD        Rua das Galeria de Paris, 113   \n",
       "18                      Zé do Prego               Rua das Oliveiras, 118   \n",
       "19                         Caffe.55               Praça Dom Afonso V, 55   \n",
       "20          Hamburgueria do Mercado                           Rua de Diu   \n",
       "21                       Quinhentos  Avenida de Fernão de Magalhães, 500   \n",
       "22                       Casa Vasco                   Rua do Padrão, 152   \n",
       "23                    SINS Sandwich                 Rua da Conceição, 59   \n",
       "24                     Baixa Burger                   Rua da Picaria, 87   \n",
       "25                     Baixa Burger        Rua Pedro Homem de Mello, 242   \n",
       "26       Pão que ladra & Destilaria         Rua de Cândido dos Reis, 126   \n",
       "27      Real Hamburgaria Portuguesa                 Rua da Torrinha, 134   \n",
       "28                        Nova Copa               Avenida do Brasil, 829   \n",
       "29                          Munchie  Praça Dona Filipa de Lencastre, 183   \n",
       "\n",
       "        país localidade codigo_postal data_abertura        lat       lon  \n",
       "0   Portugal      Porto      4050-151    2016-08-04  41.147392 -8.613772  \n",
       "1   Portugal      Porto      4050-253    2016-07-30  41.143111 -8.614766  \n",
       "2   Portugal      Porto           NaN    2016-06-01  41.342881 -8.543260  \n",
       "3   Portugal      Porto           NaN    2016-04-21  41.194505 -8.575920  \n",
       "4   Portugal      Porto      4050-038    2016-03-21  41.155516 -8.619165  \n",
       "5   Portugal      Porto      4100-429    2016-03-01        NaN       NaN  \n",
       "6   Portugal      Porto           NaN    2016-01-31  41.182904 -8.599344  \n",
       "7   Portugal      Porto           NaN    2015-12-19  41.148352 -8.614116  \n",
       "8   Portugal      Porto           NaN    2015-11-30  41.149367 -8.622926  \n",
       "9   Portugal      Porto           NaN    2015-07-02  41.155163 -8.629000  \n",
       "10  Portugal      Porto           NaN    2015-07-01        NaN       NaN  \n",
       "11  Portugal      Porto           NaN    2015-06-19  41.150000 -8.614672  \n",
       "12  Portugal      Porto           NaN    2015-05-01  41.147330 -8.614896  \n",
       "13  Portugal      Porto           NaN    2015-01-31  41.146463 -8.602151  \n",
       "14  Portugal      Porto           NaN    2014-12-09  41.148305 -8.607553  \n",
       "15  Portugal      Porto      4150-695    2014-12-01  41.152751 -8.678126  \n",
       "16  Portugal      Porto      4050-359    2014-11-29  41.151326 -8.613884  \n",
       "17  Portugal      Porto      4050-284    2014-11-11  41.109916 -8.613941  \n",
       "18  Portugal      Porto      4050-448    2014-11-01  41.112750 -8.396404  \n",
       "19  Portugal      Porto           NaN    2014-11-01  41.159324 -8.665371  \n",
       "20  Portugal      Porto      4150-235    2014-10-01  41.171173 -8.550274  \n",
       "21  Portugal      Porto           NaN    2014-09-01  41.177798 -8.582762  \n",
       "22  Portugal      Porto           NaN    2014-05-08  41.146091 -8.601548  \n",
       "23  Portugal      Porto           NaN    2014-05-01  41.192876 -8.613317  \n",
       "24  Portugal      Porto           NaN    2014-03-01  41.148894 -8.612989  \n",
       "25  Portugal      Porto           NaN    2014-03-01        NaN       NaN  \n",
       "26  Portugal      Porto           NaN    2014-01-01  41.130732 -8.610898  \n",
       "27  Portugal      Porto      4050-609    2013-11-01  41.152414 -8.619275  \n",
       "28  Portugal      Porto      4150-154    2013-09-13  41.153989 -8.679205  \n",
       "29  Portugal      Porto           NaN    2013-07-01  41.148268 -8.612990  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# conferir que ficou como queríamos\n",
    "df.head(30)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Mapear as hamburgarias!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "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>Unnamed: 0</th>\n",
       "      <th>nome</th>\n",
       "      <th>morada</th>\n",
       "      <th>país</th>\n",
       "      <th>localidade</th>\n",
       "      <th>codigo_postal</th>\n",
       "      <th>data_abertura</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>Honorato Clérigos</td>\n",
       "      <td>Rua Cândido dos Reis, 12</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4050-151</td>\n",
       "      <td>2016-08-04</td>\n",
       "      <td>41.147392</td>\n",
       "      <td>-8.613773</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>Prégar</td>\n",
       "      <td>Largo de São Domingos, 96</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4050-253</td>\n",
       "      <td>2016-07-30</td>\n",
       "      <td>41.143111</td>\n",
       "      <td>-8.614766</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>Nook Hamburgaria Pregaria</td>\n",
       "      <td>Rua São João Brito 32</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2016-06-01</td>\n",
       "      <td>41.342881</td>\n",
       "      <td>-8.543260</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>Alta Burguesia</td>\n",
       "      <td>Rua da Restauração, 1</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2016-04-21</td>\n",
       "      <td>41.194505</td>\n",
       "      <td>-8.575920</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>De Gema</td>\n",
       "      <td>Rua do Almada, 253</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Porto</td>\n",
       "      <td>4050-038</td>\n",
       "      <td>2016-03-21</td>\n",
       "      <td>41.155516</td>\n",
       "      <td>-8.619165</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Unnamed: 0                       nome                     morada      país  \\\n",
       "0           0          Honorato Clérigos   Rua Cândido dos Reis, 12  Portugal   \n",
       "1           1                     Prégar  Largo de São Domingos, 96  Portugal   \n",
       "2           2  Nook Hamburgaria Pregaria      Rua São João Brito 32  Portugal   \n",
       "3           3             Alta Burguesia      Rua da Restauração, 1  Portugal   \n",
       "4           4                    De Gema        Rua do Almada, 253   Portugal   \n",
       "\n",
       "  localidade codigo_postal data_abertura        lat       lon  \n",
       "0      Porto      4050-151    2016-08-04  41.147392 -8.613773  \n",
       "1      Porto      4050-253    2016-07-30  41.143111 -8.614766  \n",
       "2      Porto           NaN    2016-06-01  41.342881 -8.543260  \n",
       "3      Porto           NaN    2016-04-21  41.194505 -8.575920  \n",
       "4      Porto      4050-038    2016-03-21  41.155516 -8.619165  "
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv('data/hamburguerias_porto_latlon.csv')\n",
    "\n",
    "# em windows? problemas de encoding? Importar assim:\n",
    "# df = pd.read_csv('data/worldcitiespop.txt', encoding='ISO-8859-1')\n",
    "\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,<!DOCTYPE html>
<head>    
    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
    <script>L_PREFER_CANVAS=false; L_NO_TOUCH=false; L_DISABLE_3D=false;</script>
    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.3.4/dist/leaflet.js"></script>
    <script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.1/jquery.min.js"></script>
    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js"></script>
    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.3.4/dist/leaflet.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css"/>
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css"/>
    <link rel="stylesheet" href="https://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css"/>
    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
    <style>#map {position:absolute;top:0;bottom:0;right:0;left:0;}</style>
    
    <meta name="viewport" content="width=device-width,
        initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
    <style>#map_2b3ce9b597684a0886f3b5cd72f1f7cb {
        position: relative;
        width: 100.0%;
        height: 100.0%;
        left: 0.0%;
        top: 0.0%;
        }
    </style>
</head>
<body>    
    
    <div class="folium-map" id="map_2b3ce9b597684a0886f3b5cd72f1f7cb" ></div>
</body>
<script>    
    
    
        var bounds = null;
    

    var map_2b3ce9b597684a0886f3b5cd72f1f7cb = L.map(
        'map_2b3ce9b597684a0886f3b5cd72f1f7cb', {
        center: [41.15134, -8.61477],
        zoom: 14,
        maxBounds: bounds,
        layers: [],
        worldCopyJump: false,
        crs: L.CRS.EPSG3857,
        zoomControl: true,
        });

    
    
    var tile_layer_1651dc0510c742bab1a1e4ebb5070704 = L.tileLayer(
        'https://stamen-tiles-{s}.a.ssl.fastly.net/toner/{z}/{x}/{y}.png',
        {
        "attribution": null,
        "detectRetina": false,
        "maxNativeZoom": 18,
        "maxZoom": 18,
        "minZoom": 0,
        "noWrap": false,
        "opacity": 1,
        "subdomains": "abc",
        "tms": false
}).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
    
        var marker_7755bdd3cce44e7fb526fce1dd57be8e = L.marker(
            [41.1473924, -8.613772500000001],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_0b24a5d42e594ad6baa39b05ae0beb79 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'red',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_7755bdd3cce44e7fb526fce1dd57be8e.setIcon(icon_0b24a5d42e594ad6baa39b05ae0beb79);
            
    
            var popup_4de7781e6bba4c7e9a741971b92ac81b = L.popup({maxWidth: '300'
            
            });

            
                var html_5a7a9723d89e42f0adaa5f2c1d1b4533 = $(`<div id="html_5a7a9723d89e42f0adaa5f2c1d1b4533" style="width: 100.0%; height: 100.0%;">Honorato Clérigos: 2016-08-04</div>`)[0];
                popup_4de7781e6bba4c7e9a741971b92ac81b.setContent(html_5a7a9723d89e42f0adaa5f2c1d1b4533);
            

            marker_7755bdd3cce44e7fb526fce1dd57be8e.bindPopup(popup_4de7781e6bba4c7e9a741971b92ac81b)
            ;

            
        
    
        var marker_079b72c1eecd4586b9b472656924cdf8 = L.marker(
            [41.143111100000006, -8.614765510487809],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_f34033cdc8bb447baf639e077a03118b = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'red',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_079b72c1eecd4586b9b472656924cdf8.setIcon(icon_f34033cdc8bb447baf639e077a03118b);
            
    
            var popup_2a38293414c545e783334b2060ad6412 = L.popup({maxWidth: '300'
            
            });

            
                var html_d8961a178687485d916b3c7c4d73176f = $(`<div id="html_d8961a178687485d916b3c7c4d73176f" style="width: 100.0%; height: 100.0%;">Prégar: 2016-07-30</div>`)[0];
                popup_2a38293414c545e783334b2060ad6412.setContent(html_d8961a178687485d916b3c7c4d73176f);
            

            marker_079b72c1eecd4586b9b472656924cdf8.bindPopup(popup_2a38293414c545e783334b2060ad6412)
            ;

            
        
    
        var marker_fe1705c631994c57baa77e8211f6f862 = L.marker(
            [41.3428814, -8.5432602],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_c6d70f002b3849009767fc246a10d8d1 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'red',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_fe1705c631994c57baa77e8211f6f862.setIcon(icon_c6d70f002b3849009767fc246a10d8d1);
            
    
            var popup_e02a68e9b4df40d6b27c77ed3fed49ed = L.popup({maxWidth: '300'
            
            });

            
                var html_6a91cdd5a0024a008eb34da89770a513 = $(`<div id="html_6a91cdd5a0024a008eb34da89770a513" style="width: 100.0%; height: 100.0%;">Nook Hamburgaria Pregaria: 2016-06-01</div>`)[0];
                popup_e02a68e9b4df40d6b27c77ed3fed49ed.setContent(html_6a91cdd5a0024a008eb34da89770a513);
            

            marker_fe1705c631994c57baa77e8211f6f862.bindPopup(popup_e02a68e9b4df40d6b27c77ed3fed49ed)
            ;

            
        
    
        var marker_afce2a1b41924508bc2fbc89ada46c9c = L.marker(
            [41.1945048, -8.575920199999999],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_95d33db012984ec78e9f27ab48759927 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'red',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_afce2a1b41924508bc2fbc89ada46c9c.setIcon(icon_95d33db012984ec78e9f27ab48759927);
            
    
            var popup_877ad574844f4b24891bfb5790b16779 = L.popup({maxWidth: '300'
            
            });

            
                var html_4406daddb64947a2832b9c84d6c109e5 = $(`<div id="html_4406daddb64947a2832b9c84d6c109e5" style="width: 100.0%; height: 100.0%;">Alta Burguesia: 2016-04-21</div>`)[0];
                popup_877ad574844f4b24891bfb5790b16779.setContent(html_4406daddb64947a2832b9c84d6c109e5);
            

            marker_afce2a1b41924508bc2fbc89ada46c9c.bindPopup(popup_877ad574844f4b24891bfb5790b16779)
            ;

            
        
    
        var marker_76349f14b728464ab8ead8c36925af06 = L.marker(
            [41.155516, -8.619164900000001],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_ccc8ac0099024c659c76407e4559a719 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'red',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_76349f14b728464ab8ead8c36925af06.setIcon(icon_ccc8ac0099024c659c76407e4559a719);
            
    
            var popup_6a71e0997b99483fafa6fad03bace803 = L.popup({maxWidth: '300'
            
            });

            
                var html_7dc4389de4544d40b2f9a8ca55ef969d = $(`<div id="html_7dc4389de4544d40b2f9a8ca55ef969d" style="width: 100.0%; height: 100.0%;">De Gema: 2016-03-21</div>`)[0];
                popup_6a71e0997b99483fafa6fad03bace803.setContent(html_7dc4389de4544d40b2f9a8ca55ef969d);
            

            marker_76349f14b728464ab8ead8c36925af06.bindPopup(popup_6a71e0997b99483fafa6fad03bace803)
            ;

            
        
    
        var marker_851735aad4b348968cff1793bdf90145 = L.marker(
            [41.1829043, -8.5993444],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_2d024de1423445fea0eff94b42336ea8 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'red',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_851735aad4b348968cff1793bdf90145.setIcon(icon_2d024de1423445fea0eff94b42336ea8);
            
    
            var popup_24d970c442484deda1e0a10bc5c3db52 = L.popup({maxWidth: '300'
            
            });

            
                var html_4a0ba3b4dc384fe8bb5a002781db3a90 = $(`<div id="html_4a0ba3b4dc384fe8bb5a002781db3a90" style="width: 100.0%; height: 100.0%;">Tasquinha do Caco: 2016-01-31</div>`)[0];
                popup_24d970c442484deda1e0a10bc5c3db52.setContent(html_4a0ba3b4dc384fe8bb5a002781db3a90);
            

            marker_851735aad4b348968cff1793bdf90145.bindPopup(popup_24d970c442484deda1e0a10bc5c3db52)
            ;

            
        
    
        var marker_939252fcaa2540aba3154e076c269cda = L.marker(
            [41.148351700000006, -8.6141162],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_627ee3f837d9492fa25342d06361e431 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_939252fcaa2540aba3154e076c269cda.setIcon(icon_627ee3f837d9492fa25342d06361e431);
            
    
            var popup_8e9d6032a66841aba32595b0224b931a = L.popup({maxWidth: '300'
            
            });

            
                var html_655271b655494674a0bbd418276b290b = $(`<div id="html_655271b655494674a0bbd418276b290b" style="width: 100.0%; height: 100.0%;">Dona Maria Pregaria: 2015-12-19</div>`)[0];
                popup_8e9d6032a66841aba32595b0224b931a.setContent(html_655271b655494674a0bbd418276b290b);
            

            marker_939252fcaa2540aba3154e076c269cda.bindPopup(popup_8e9d6032a66841aba32595b0224b931a)
            ;

            
        
    
        var marker_f1e61640672b4415a0ffdf0da266b776 = L.marker(
            [41.1493674, -8.6229257],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_5760328c2e20474988e2bccc2dda9cf4 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_f1e61640672b4415a0ffdf0da266b776.setIcon(icon_5760328c2e20474988e2bccc2dda9cf4);
            
    
            var popup_8173efdde4c148bc8553934350dbe832 = L.popup({maxWidth: '300'
            
            });

            
                var html_556c07c56fa946c98ea8e78410fb9697 = $(`<div id="html_556c07c56fa946c98ea8e78410fb9697" style="width: 100.0%; height: 100.0%;">Boulevard Burger House: 2015-11-30</div>`)[0];
                popup_8173efdde4c148bc8553934350dbe832.setContent(html_556c07c56fa946c98ea8e78410fb9697);
            

            marker_f1e61640672b4415a0ffdf0da266b776.bindPopup(popup_8173efdde4c148bc8553934350dbe832)
            ;

            
        
    
        var marker_424f713f2c5e47cbbfea96315b29f4e3 = L.marker(
            [41.15516289999999, -8.6289998],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_75da3374de07400da695a3677b83e255 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_424f713f2c5e47cbbfea96315b29f4e3.setIcon(icon_75da3374de07400da695a3677b83e255);
            
    
            var popup_3518751efb974944ab6c51036beae450 = L.popup({maxWidth: '300'
            
            });

            
                var html_f09b8b24f5a74fe4b42e1b04499e12ac = $(`<div id="html_f09b8b24f5a74fe4b42e1b04499e12ac" style="width: 100.0%; height: 100.0%;">NY Sliders: 2015-07-02</div>`)[0];
                popup_3518751efb974944ab6c51036beae450.setContent(html_f09b8b24f5a74fe4b42e1b04499e12ac);
            

            marker_424f713f2c5e47cbbfea96315b29f4e3.bindPopup(popup_3518751efb974944ab6c51036beae450)
            ;

            
        
    
        var marker_68ea13d23bb84306974050afa0ef3749 = L.marker(
            [41.149999799999996, -8.614671699999999],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_e99560ee4e6342c09f54bbb832ec65d4 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_68ea13d23bb84306974050afa0ef3749.setIcon(icon_e99560ee4e6342c09f54bbb832ec65d4);
            
    
            var popup_b3a0921785f44769866302dc3394c185 = L.popup({maxWidth: '300'
            
            });

            
                var html_e3174ef6d3c8454a8ef17401d73366f0 = $(`<div id="html_e3174ef6d3c8454a8ef17401d73366f0" style="width: 100.0%; height: 100.0%;">Ó Maria: 2015-06-19</div>`)[0];
                popup_b3a0921785f44769866302dc3394c185.setContent(html_e3174ef6d3c8454a8ef17401d73366f0);
            

            marker_68ea13d23bb84306974050afa0ef3749.bindPopup(popup_b3a0921785f44769866302dc3394c185)
            ;

            
        
    
        var marker_96383993de2a4c21b68c57c44930faa6 = L.marker(
            [41.1473299, -8.6148959],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_b0538887c527477c80371ca8f79866ac = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_96383993de2a4c21b68c57c44930faa6.setIcon(icon_b0538887c527477c80371ca8f79866ac);
            
    
            var popup_2a6c531d4b104babb7220509537b57cb = L.popup({maxWidth: '300'
            
            });

            
                var html_92f3039da81042d9a781ac251813372d = $(`<div id="html_92f3039da81042d9a781ac251813372d" style="width: 100.0%; height: 100.0%;">Prego da Baixa: 2015-05-01</div>`)[0];
                popup_2a6c531d4b104babb7220509537b57cb.setContent(html_92f3039da81042d9a781ac251813372d);
            

            marker_96383993de2a4c21b68c57c44930faa6.bindPopup(popup_2a6c531d4b104babb7220509537b57cb)
            ;

            
        
    
        var marker_c0ed984577774d4a972341483ec3c9b8 = L.marker(
            [41.1464627, -8.6021514],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_bbccfe37d5a049eab2fdb48ca68ee5ff = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_c0ed984577774d4a972341483ec3c9b8.setIcon(icon_bbccfe37d5a049eab2fdb48ca68ee5ff);
            
    
            var popup_935f5d96ae564becb0d083dd46cb322f = L.popup({maxWidth: '300'
            
            });

            
                var html_2da78a7c3c1b4c27b81bd60346be0f6a = $(`<div id="html_2da78a7c3c1b4c27b81bd60346be0f6a" style="width: 100.0%; height: 100.0%;">Tasquinha do Caco: 2015-01-31</div>`)[0];
                popup_935f5d96ae564becb0d083dd46cb322f.setContent(html_2da78a7c3c1b4c27b81bd60346be0f6a);
            

            marker_c0ed984577774d4a972341483ec3c9b8.bindPopup(popup_935f5d96ae564becb0d083dd46cb322f)
            ;

            
        
    
        var marker_16c6292c520c4ec2b63a3e6c1904d40e = L.marker(
            [41.14830535, -8.60755299500439],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_81d297e86e494930b70b07f9cde78c23 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_16c6292c520c4ec2b63a3e6c1904d40e.setIcon(icon_81d297e86e494930b70b07f9cde78c23);
            
    
            var popup_7db88a8ad89241e381cd1e9d1bbf2dfe = L.popup({maxWidth: '300'
            
            });

            
                var html_3b89118669dd4249ac2f3f2270e0fad4 = $(`<div id="html_3b89118669dd4249ac2f3f2270e0fad4" style="width: 100.0%; height: 100.0%;">Munchie: 2014-12-09</div>`)[0];
                popup_7db88a8ad89241e381cd1e9d1bbf2dfe.setContent(html_3b89118669dd4249ac2f3f2270e0fad4);
            

            marker_16c6292c520c4ec2b63a3e6c1904d40e.bindPopup(popup_7db88a8ad89241e381cd1e9d1bbf2dfe)
            ;

            
        
    
        var marker_834c6cf5eb3c492a959dedd437c7cd59 = L.marker(
            [41.1527511, -8.6781263],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_d8ceb3618cda439daf3e622db7a2bb3a = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_834c6cf5eb3c492a959dedd437c7cd59.setIcon(icon_d8ceb3618cda439daf3e622db7a2bb3a);
            
    
            var popup_6c22ee9f2f7343b281568114fb4aaebb = L.popup({maxWidth: '300'
            
            });

            
                var html_140306c9bb5f4728a034c5dc39575933 = $(`<div id="html_140306c9bb5f4728a034c5dc39575933" style="width: 100.0%; height: 100.0%;">Peebz: 2014-12-01</div>`)[0];
                popup_6c22ee9f2f7343b281568114fb4aaebb.setContent(html_140306c9bb5f4728a034c5dc39575933);
            

            marker_834c6cf5eb3c492a959dedd437c7cd59.bindPopup(popup_6c22ee9f2f7343b281568114fb4aaebb)
            ;

            
        
    
        var marker_4b13e83d22b041d88727db45c908911b = L.marker(
            [41.15132620000001, -8.6138836],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_db70a9add0ca44a69cffb0453c96d83e = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_4b13e83d22b041d88727db45c908911b.setIcon(icon_db70a9add0ca44a69cffb0453c96d83e);
            
    
            var popup_52650c2121f24d3d9eea5b15a391f882 = L.popup({maxWidth: '300'
            
            });

            
                var html_68342d9f63244d5490d568c70628d6e9 = $(`<div id="html_68342d9f63244d5490d568c70628d6e9" style="width: 100.0%; height: 100.0%;">Black Mamba - Burgers & Records: 2014-11-29</div>`)[0];
                popup_52650c2121f24d3d9eea5b15a391f882.setContent(html_68342d9f63244d5490d568c70628d6e9);
            

            marker_4b13e83d22b041d88727db45c908911b.bindPopup(popup_52650c2121f24d3d9eea5b15a391f882)
            ;

            
        
    
        var marker_c1ea1bb64b954e1787044cd56e765b7d = L.marker(
            [41.1099157, -8.6139409],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_5aecb03c0ebe4f1a8864e5d02085cce4 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_c1ea1bb64b954e1787044cd56e765b7d.setIcon(icon_5aecb03c0ebe4f1a8864e5d02085cce4);
            
    
            var popup_5480a0b05bb04d559fb6d12facdeb4a6 = L.popup({maxWidth: '300'
            
            });

            
                var html_6704ffde1c46450b9fd626230380cb45 = $(`<div id="html_6704ffde1c46450b9fd626230380cb45" style="width: 100.0%; height: 100.0%;">HD BAR TO BE WILD: 2014-11-11</div>`)[0];
                popup_5480a0b05bb04d559fb6d12facdeb4a6.setContent(html_6704ffde1c46450b9fd626230380cb45);
            

            marker_c1ea1bb64b954e1787044cd56e765b7d.bindPopup(popup_5480a0b05bb04d559fb6d12facdeb4a6)
            ;

            
        
    
        var marker_87b45447b8dd4dba8e79d4b1f8ae4332 = L.marker(
            [41.1127505, -8.396404400000002],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_2e6385cb019b4525bd936945f4438a04 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_87b45447b8dd4dba8e79d4b1f8ae4332.setIcon(icon_2e6385cb019b4525bd936945f4438a04);
            
    
            var popup_bf4b5a71e148449089bcae89cd94c8ed = L.popup({maxWidth: '300'
            
            });

            
                var html_4a2b9ce9e6c14e9fa6a1b64ec5903265 = $(`<div id="html_4a2b9ce9e6c14e9fa6a1b64ec5903265" style="width: 100.0%; height: 100.0%;">Zé do Prego: 2014-11-01</div>`)[0];
                popup_bf4b5a71e148449089bcae89cd94c8ed.setContent(html_4a2b9ce9e6c14e9fa6a1b64ec5903265);
            

            marker_87b45447b8dd4dba8e79d4b1f8ae4332.bindPopup(popup_bf4b5a71e148449089bcae89cd94c8ed)
            ;

            
        
    
        var marker_52eb60681ef84ba988c062abec5b7354 = L.marker(
            [41.159323799999996, -8.6653715],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_14357b9a57c844f682e3eb87eadeb3e2 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_52eb60681ef84ba988c062abec5b7354.setIcon(icon_14357b9a57c844f682e3eb87eadeb3e2);
            
    
            var popup_0757f1f1e73741038e01957db583fb15 = L.popup({maxWidth: '300'
            
            });

            
                var html_415c711a021344ed8b6498856b15334a = $(`<div id="html_415c711a021344ed8b6498856b15334a" style="width: 100.0%; height: 100.0%;">Caffe.55: 2014-11-01</div>`)[0];
                popup_0757f1f1e73741038e01957db583fb15.setContent(html_415c711a021344ed8b6498856b15334a);
            

            marker_52eb60681ef84ba988c062abec5b7354.bindPopup(popup_0757f1f1e73741038e01957db583fb15)
            ;

            
        
    
        var marker_bb29b4cffb344e61ae2ae1daeea253af = L.marker(
            [41.1711729, -8.550274],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_6936463719314498b44fcedb0e6efb0c = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_bb29b4cffb344e61ae2ae1daeea253af.setIcon(icon_6936463719314498b44fcedb0e6efb0c);
            
    
            var popup_0c44d2e9b9d447d5a152bf6221737660 = L.popup({maxWidth: '300'
            
            });

            
                var html_ca652c2e0dde41b8a7a5c9c58d216056 = $(`<div id="html_ca652c2e0dde41b8a7a5c9c58d216056" style="width: 100.0%; height: 100.0%;">Hamburgueria do Mercado: 2014-10-01</div>`)[0];
                popup_0c44d2e9b9d447d5a152bf6221737660.setContent(html_ca652c2e0dde41b8a7a5c9c58d216056);
            

            marker_bb29b4cffb344e61ae2ae1daeea253af.bindPopup(popup_0c44d2e9b9d447d5a152bf6221737660)
            ;

            
        
    
        var marker_53082047a4bb4c0a9dfd8bbfd18a17f9 = L.marker(
            [41.177797600000005, -8.5827625],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_383ffd40cdf641299cfc89561df5987b = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_53082047a4bb4c0a9dfd8bbfd18a17f9.setIcon(icon_383ffd40cdf641299cfc89561df5987b);
            
    
            var popup_1ede525f335e41969d02216d30b9e34d = L.popup({maxWidth: '300'
            
            });

            
                var html_e7fcf3e07e064ab5915669a0103972ae = $(`<div id="html_e7fcf3e07e064ab5915669a0103972ae" style="width: 100.0%; height: 100.0%;">Quinhentos: 2014-09-01</div>`)[0];
                popup_1ede525f335e41969d02216d30b9e34d.setContent(html_e7fcf3e07e064ab5915669a0103972ae);
            

            marker_53082047a4bb4c0a9dfd8bbfd18a17f9.bindPopup(popup_1ede525f335e41969d02216d30b9e34d)
            ;

            
        
    
        var marker_92b632ca012f4bc4a8ab1b50c0e3cfdb = L.marker(
            [41.14609075, -8.601548366719744],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_cec5aa49acce47e6903ed3abd18badf0 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_92b632ca012f4bc4a8ab1b50c0e3cfdb.setIcon(icon_cec5aa49acce47e6903ed3abd18badf0);
            
    
            var popup_1650671fb069436b93ff71318928fe87 = L.popup({maxWidth: '300'
            
            });

            
                var html_e26071c90f004e49a14eda5e89cfc173 = $(`<div id="html_e26071c90f004e49a14eda5e89cfc173" style="width: 100.0%; height: 100.0%;">Casa Vasco: 2014-05-08</div>`)[0];
                popup_1650671fb069436b93ff71318928fe87.setContent(html_e26071c90f004e49a14eda5e89cfc173);
            

            marker_92b632ca012f4bc4a8ab1b50c0e3cfdb.bindPopup(popup_1650671fb069436b93ff71318928fe87)
            ;

            
        
    
        var marker_f876d7ebbd204aeaa23ed5c6b5b31785 = L.marker(
            [41.1928757, -8.613317],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_9b1c0f13df5049e68ac5633715a78794 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_f876d7ebbd204aeaa23ed5c6b5b31785.setIcon(icon_9b1c0f13df5049e68ac5633715a78794);
            
    
            var popup_9cbe63c5c8c74b7c96945b24fe94aa2a = L.popup({maxWidth: '300'
            
            });

            
                var html_bad4099fdae244fe80c07cbf70455265 = $(`<div id="html_bad4099fdae244fe80c07cbf70455265" style="width: 100.0%; height: 100.0%;">SINS Sandwich: 2014-05-01</div>`)[0];
                popup_9cbe63c5c8c74b7c96945b24fe94aa2a.setContent(html_bad4099fdae244fe80c07cbf70455265);
            

            marker_f876d7ebbd204aeaa23ed5c6b5b31785.bindPopup(popup_9cbe63c5c8c74b7c96945b24fe94aa2a)
            ;

            
        
    
        var marker_7e90698a6bb0437ea17ab9a71b8ad338 = L.marker(
            [41.148894, -8.612988900000001],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_90a2cbaf8bdb41188b110e0aa6719b82 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_7e90698a6bb0437ea17ab9a71b8ad338.setIcon(icon_90a2cbaf8bdb41188b110e0aa6719b82);
            
    
            var popup_80fb2b74804845fc94fad3ce254cc48c = L.popup({maxWidth: '300'
            
            });

            
                var html_b80f93074e244345b9512f0dce43b86c = $(`<div id="html_b80f93074e244345b9512f0dce43b86c" style="width: 100.0%; height: 100.0%;">Baixa Burger: 2014-03-01</div>`)[0];
                popup_80fb2b74804845fc94fad3ce254cc48c.setContent(html_b80f93074e244345b9512f0dce43b86c);
            

            marker_7e90698a6bb0437ea17ab9a71b8ad338.bindPopup(popup_80fb2b74804845fc94fad3ce254cc48c)
            ;

            
        
    
        var marker_815de20dd55e4415b84904b32194a701 = L.marker(
            [41.130732200000004, -8.610897999999999],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_0df78b4f327e40f885faacbc069f6a20 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_815de20dd55e4415b84904b32194a701.setIcon(icon_0df78b4f327e40f885faacbc069f6a20);
            
    
            var popup_7ac0c19550f8483db1f9a69de2a9de57 = L.popup({maxWidth: '300'
            
            });

            
                var html_a8bed9bf873c4ea7b08b795cf40ffe4d = $(`<div id="html_a8bed9bf873c4ea7b08b795cf40ffe4d" style="width: 100.0%; height: 100.0%;">Pão que ladra & Destilaria: 2014-01-01</div>`)[0];
                popup_7ac0c19550f8483db1f9a69de2a9de57.setContent(html_a8bed9bf873c4ea7b08b795cf40ffe4d);
            

            marker_815de20dd55e4415b84904b32194a701.bindPopup(popup_7ac0c19550f8483db1f9a69de2a9de57)
            ;

            
        
    
        var marker_5ba3e6ae2f3c4e97afb4918a83e2c9c9 = L.marker(
            [41.1524145, -8.619275199999999],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_0679b207412b46cb8c1ebfe85196a06c = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_5ba3e6ae2f3c4e97afb4918a83e2c9c9.setIcon(icon_0679b207412b46cb8c1ebfe85196a06c);
            
    
            var popup_a61ce662d39a44479b52f65141ba1db6 = L.popup({maxWidth: '300'
            
            });

            
                var html_38c7a9c3c2924f7a9d0dd30a77b89d53 = $(`<div id="html_38c7a9c3c2924f7a9d0dd30a77b89d53" style="width: 100.0%; height: 100.0%;">Real Hamburgaria Portuguesa: 2013-11-01</div>`)[0];
                popup_a61ce662d39a44479b52f65141ba1db6.setContent(html_38c7a9c3c2924f7a9d0dd30a77b89d53);
            

            marker_5ba3e6ae2f3c4e97afb4918a83e2c9c9.bindPopup(popup_a61ce662d39a44479b52f65141ba1db6)
            ;

            
        
    
        var marker_c00b3e1d981f4779a0759dc063f99fef = L.marker(
            [41.1539893, -8.679205099999999],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_60de670678cf4c8c8a8109a0db7b9de7 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_c00b3e1d981f4779a0759dc063f99fef.setIcon(icon_60de670678cf4c8c8a8109a0db7b9de7);
            
    
            var popup_33f760061e864adfb2e3219a799dd584 = L.popup({maxWidth: '300'
            
            });

            
                var html_a836f59eadec450e92428164b8ac7871 = $(`<div id="html_a836f59eadec450e92428164b8ac7871" style="width: 100.0%; height: 100.0%;">Nova Copa: 2013-09-13</div>`)[0];
                popup_33f760061e864adfb2e3219a799dd584.setContent(html_a836f59eadec450e92428164b8ac7871);
            

            marker_c00b3e1d981f4779a0759dc063f99fef.bindPopup(popup_33f760061e864adfb2e3219a799dd584)
            ;

            
        
    
        var marker_18ec888062124367a41e87f079faf249 = L.marker(
            [41.1482679, -8.6129898],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_3fc6a630b466427fa7fa98530c000c42 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_18ec888062124367a41e87f079faf249.setIcon(icon_3fc6a630b466427fa7fa98530c000c42);
            
    
            var popup_c836e3411fa8432e84b59188561145c6 = L.popup({maxWidth: '300'
            
            });

            
                var html_4063bd1a5b3f41af866dff4bf75cec51 = $(`<div id="html_4063bd1a5b3f41af866dff4bf75cec51" style="width: 100.0%; height: 100.0%;">Munchie: 2013-07-01</div>`)[0];
                popup_c836e3411fa8432e84b59188561145c6.setContent(html_4063bd1a5b3f41af866dff4bf75cec51);
            

            marker_18ec888062124367a41e87f079faf249.bindPopup(popup_c836e3411fa8432e84b59188561145c6)
            ;

            
        
    
        var marker_d2e92ab1912f427f98c897d1369a86cf = L.marker(
            [41.148894, -8.612988900000001],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_d2f6b14c67114466a910141b1803c86f = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_d2e92ab1912f427f98c897d1369a86cf.setIcon(icon_d2f6b14c67114466a910141b1803c86f);
            
    
            var popup_a0ad44ef47e54b119e85a2e4265ad5d7 = L.popup({maxWidth: '300'
            
            });

            
                var html_1c1379edd4254afa826cb185e203a6b8 = $(`<div id="html_1c1379edd4254afa826cb185e203a6b8" style="width: 100.0%; height: 100.0%;">Baixa Burger: 2013-07-01</div>`)[0];
                popup_a0ad44ef47e54b119e85a2e4265ad5d7.setContent(html_1c1379edd4254afa826cb185e203a6b8);
            

            marker_d2e92ab1912f427f98c897d1369a86cf.bindPopup(popup_a0ad44ef47e54b119e85a2e4265ad5d7)
            ;

            
        
    
        var marker_19e219c443324f168283f0859037124a = L.marker(
            [41.166844700000006, -8.6530871],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_3c6e616110784a499b934fd49f54874e = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_19e219c443324f168283f0859037124a.setIcon(icon_3c6e616110784a499b934fd49f54874e);
            
    
            var popup_7ddbe392810c4206871a1a5d2dd115f2 = L.popup({maxWidth: '300'
            
            });

            
                var html_797e990d5ef84d70bfeeafdef2503524 = $(`<div id="html_797e990d5ef84d70bfeeafdef2503524" style="width: 100.0%; height: 100.0%;">Ideias com Sabor: 2012-09-11</div>`)[0];
                popup_7ddbe392810c4206871a1a5d2dd115f2.setContent(html_797e990d5ef84d70bfeeafdef2503524);
            

            marker_19e219c443324f168283f0859037124a.bindPopup(popup_7ddbe392810c4206871a1a5d2dd115f2)
            ;

            
        
    
        var marker_fb6bdd45734042f7a6d24c4386c53b54 = L.marker(
            [41.160191499999996, -8.6044449],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_8b3c83dd14394fa1a5e4789ffd28a804 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_fb6bdd45734042f7a6d24c4386c53b54.setIcon(icon_8b3c83dd14394fa1a5e4789ffd28a804);
            
    
            var popup_b3976c61e60e4f26a6c5dc4b48070110 = L.popup({maxWidth: '300'
            
            });

            
                var html_c4f0e006613640fda81c646c710fca3a = $(`<div id="html_c4f0e006613640fda81c646c710fca3a" style="width: 100.0%; height: 100.0%;">Taste Burguer: 2012-03-29</div>`)[0];
                popup_b3976c61e60e4f26a6c5dc4b48070110.setContent(html_c4f0e006613640fda81c646c710fca3a);
            

            marker_fb6bdd45734042f7a6d24c4386c53b54.bindPopup(popup_b3976c61e60e4f26a6c5dc4b48070110)
            ;

            
        
    
        var marker_66457a52fc3f4a8cba84306d8968b251 = L.marker(
            [41.1501741, -8.616987],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_d3ce2416e2e844c9bb591b8b5564261b = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_66457a52fc3f4a8cba84306d8968b251.setIcon(icon_d3ce2416e2e844c9bb591b8b5564261b);
            
    
            var popup_90d01f96767c4203b72efc5330f2f40d = L.popup({maxWidth: '300'
            
            });

            
                var html_630163152fb848e68f37c96f630e992b = $(`<div id="html_630163152fb848e68f37c96f630e992b" style="width: 100.0%; height: 100.0%;">Bugo Art Burger: 2011-02-01</div>`)[0];
                popup_90d01f96767c4203b72efc5330f2f40d.setContent(html_630163152fb848e68f37c96f630e992b);
            

            marker_66457a52fc3f4a8cba84306d8968b251.bindPopup(popup_90d01f96767c4203b72efc5330f2f40d)
            ;

            
        
    
        var marker_d3331d8e1161471fbdf1cbf65b633f1a = L.marker(
            [41.1851523, -8.596917800000002],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_1c2c4b4e617a4cedadf4416c97cace02 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_d3331d8e1161471fbdf1cbf65b633f1a.setIcon(icon_1c2c4b4e617a4cedadf4416c97cace02);
            
    
            var popup_debb55888877413faea32b71eefd137d = L.popup({maxWidth: '300'
            
            });

            
                var html_d041df9abe974ec59fe6dcf84099c4a7 = $(`<div id="html_d041df9abe974ec59fe6dcf84099c4a7" style="width: 100.0%; height: 100.0%;">Lunatic Burguer: 2009-11-27</div>`)[0];
                popup_debb55888877413faea32b71eefd137d.setContent(html_d041df9abe974ec59fe6dcf84099c4a7);
            

            marker_d3331d8e1161471fbdf1cbf65b633f1a.bindPopup(popup_debb55888877413faea32b71eefd137d)
            ;

            
        
    
        var marker_2fcff3f0ad8a475789035085d63d9118 = L.marker(
            [41.14762065, -8.614804740940226],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_aee2f8fee1b148d8bfe59d00634eacf5 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'red',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_2fcff3f0ad8a475789035085d63d9118.setIcon(icon_aee2f8fee1b148d8bfe59d00634eacf5);
            
    
            var popup_b2f9a98e8f11443a8ebd173368bdfbe4 = L.popup({maxWidth: '300'
            
            });

            
                var html_019f9b0fa6d54353a74d2bca21f825b4 = $(`<div id="html_019f9b0fa6d54353a74d2bca21f825b4" style="width: 100.0%; height: 100.0%;">Steak &apos;n Shake: 2017-01-23</div>`)[0];
                popup_b2f9a98e8f11443a8ebd173368bdfbe4.setContent(html_019f9b0fa6d54353a74d2bca21f825b4);
            

            marker_2fcff3f0ad8a475789035085d63d9118.bindPopup(popup_b2f9a98e8f11443a8ebd173368bdfbe4)
            ;

            
        
    
        var marker_1fbfd53138b245a3bb0586dd927caa24 = L.marker(
            [41.1548151, -8.6046934],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_d4a553242e59463b87ef0488e4bf17cc = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'red',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_1fbfd53138b245a3bb0586dd927caa24.setIcon(icon_d4a553242e59463b87ef0488e4bf17cc);
            
    
            var popup_22636b33c0ec4731bdc2c47d4b0f5870 = L.popup({maxWidth: '300'
            
            });

            
                var html_5b0845592ea24596aa70518d0b51d788 = $(`<div id="html_5b0845592ea24596aa70518d0b51d788" style="width: 100.0%; height: 100.0%;">Bao&apos;s Taiwanese Burguer: 2017-05-08</div>`)[0];
                popup_22636b33c0ec4731bdc2c47d4b0f5870.setContent(html_5b0845592ea24596aa70518d0b51d788);
            

            marker_1fbfd53138b245a3bb0586dd927caa24.bindPopup(popup_22636b33c0ec4731bdc2c47d4b0f5870)
            ;

            
        
    
        var marker_c2c4fd2dd47f441abdff9ce062b168de = L.marker(
            [41.14581685, -8.614019899154705],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_1a0733da3d38462ca061cdf98e5af6d0 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'red',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_c2c4fd2dd47f441abdff9ce062b168de.setIcon(icon_1a0733da3d38462ca061cdf98e5af6d0);
            
    
            var popup_012685e7f5de4b1fb6fdbf1cb4e2b54b = L.popup({maxWidth: '300'
            
            });

            
                var html_55398396668d488a8834ecda5d3e5d68 = $(`<div id="html_55398396668d488a8834ecda5d3e5d68" style="width: 100.0%; height: 100.0%;">Backson`s Fine Burgers and Mussels: 2017-03-26</div>`)[0];
                popup_012685e7f5de4b1fb6fdbf1cb4e2b54b.setContent(html_55398396668d488a8834ecda5d3e5d68);
            

            marker_c2c4fd2dd47f441abdff9ce062b168de.bindPopup(popup_012685e7f5de4b1fb6fdbf1cb4e2b54b)
            ;

            
        
    
        var marker_829c82980d3a453da6f58e8589423b69 = L.marker(
            [41.147189399999995, -8.6120912],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_64500aea7bb64072aa2a891548bde693 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'red',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_829c82980d3a453da6f58e8589423b69.setIcon(icon_64500aea7bb64072aa2a891548bde693);
            
    
            var popup_35ffa9ddcdc14c8baec8ea5640b48844 = L.popup({maxWidth: '300'
            
            });

            
                var html_45891269f7764a1ab47b42259463cdc9 = $(`<div id="html_45891269f7764a1ab47b42259463cdc9" style="width: 100.0%; height: 100.0%;">Hard Rock Café: 2016-11-20</div>`)[0];
                popup_35ffa9ddcdc14c8baec8ea5640b48844.setContent(html_45891269f7764a1ab47b42259463cdc9);
            

            marker_829c82980d3a453da6f58e8589423b69.bindPopup(popup_35ffa9ddcdc14c8baec8ea5640b48844)
            ;

            
        
    
        var marker_b04ae43f68524e91a4408528a4639cc3 = L.marker(
            [41.150957399999996, -8.6053649],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_375b2089c9184c8abd401a0547dfe55e = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'red',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_b04ae43f68524e91a4408528a4639cc3.setIcon(icon_375b2089c9184c8abd401a0547dfe55e);
            
    
            var popup_51031ea3c7834aa68ec404147d89c254 = L.popup({maxWidth: '300'
            
            });

            
                var html_9cc336f43dfc4015b08644e912658844 = $(`<div id="html_9cc336f43dfc4015b08644e912658844" style="width: 100.0%; height: 100.0%;">Porto Caco: 2016-04-20</div>`)[0];
                popup_51031ea3c7834aa68ec404147d89c254.setContent(html_9cc336f43dfc4015b08644e912658844);
            

            marker_b04ae43f68524e91a4408528a4639cc3.bindPopup(popup_51031ea3c7834aa68ec404147d89c254)
            ;

            
        
    
        var marker_5b6d62084fa94277bfe88fa884486b88 = L.marker(
            [41.1804876, -8.321652499999999],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_84baf516af814597a26815419ce1ebd4 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'red',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_5b6d62084fa94277bfe88fa884486b88.setIcon(icon_84baf516af814597a26815419ce1ebd4);
            
    
            var popup_5a366ec7e0fb485c872d25a0cf776b77 = L.popup({maxWidth: '300'
            
            });

            
                var html_cbf2d614b80e4d989aec3d3597a09f52 = $(`<div id="html_cbf2d614b80e4d989aec3d3597a09f52" style="width: 100.0%; height: 100.0%;">Santo Burga Porto: 2017-03-31</div>`)[0];
                popup_5a366ec7e0fb485c872d25a0cf776b77.setContent(html_cbf2d614b80e4d989aec3d3597a09f52);
            

            marker_5b6d62084fa94277bfe88fa884486b88.bindPopup(popup_5a366ec7e0fb485c872d25a0cf776b77)
            ;

            
        
    
        var marker_f53a3a1a5a6646109ab82d38407ca276 = L.marker(
            [41.1462029, -8.606576739693143],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_59258bd928d144e7892624f403af8166 = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_f53a3a1a5a6646109ab82d38407ca276.setIcon(icon_59258bd928d144e7892624f403af8166);
            
    
            var popup_5769b7f2538b4a3ea97b8c4563ab5884 = L.popup({maxWidth: '300'
            
            });

            
                var html_67e1034706854e0dbbbaf35b6a67150c = $(`<div id="html_67e1034706854e0dbbbaf35b6a67150c" style="width: 100.0%; height: 100.0%;">Hamburgaria da Praça: 2015-01-01</div>`)[0];
                popup_5769b7f2538b4a3ea97b8c4563ab5884.setContent(html_67e1034706854e0dbbbaf35b6a67150c);
            

            marker_f53a3a1a5a6646109ab82d38407ca276.bindPopup(popup_5769b7f2538b4a3ea97b8c4563ab5884)
            ;

            
        
    
        var marker_67539d1da7b24fa687bddeb9a75668fa = L.marker(
            [41.1441545, -8.6228811],
            {
                icon: new L.Icon.Default()
                }
            ).addTo(map_2b3ce9b597684a0886f3b5cd72f1f7cb);
        
    

                var icon_1fff55a8cea742d38a89f270274ad02a = L.AwesomeMarkers.icon({
                    icon: 'info-sign',
                    iconColor: 'white',
                    markerColor: 'green',
                    prefix: 'glyphicon',
                    extraClasses: 'fa-rotate-0'
                    });
                marker_67539d1da7b24fa687bddeb9a75668fa.setIcon(icon_1fff55a8cea742d38a89f270274ad02a);
            
    
            var popup_f845ca76d65a4c17911bfda01615b729 = L.popup({maxWidth: '300'
            
            });

            
                var html_c939b94079c64b0d9020e020dbb58709 = $(`<div id="html_c939b94079c64b0d9020e020dbb58709" style="width: 100.0%; height: 100.0%;">Burguer Ranch: 2015-01-01</div>`)[0];
                popup_f845ca76d65a4c17911bfda01615b729.setContent(html_c939b94079c64b0d9020e020dbb58709);
            

            marker_67539d1da7b24fa687bddeb9a75668fa.bindPopup(popup_f845ca76d65a4c17911bfda01615b729)
            ;

            
        
</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7f70368e6ef0>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# retirar entradas sem coordenadas\n",
    "df = df.dropna(subset=['lat'])\n",
    "\n",
    "# Vamos colocar os dados no mapa. \n",
    "m = folium.Map(location=[41.15134, -8.61477], zoom_start=14, tiles=\"stamentoner\")\n",
    "\n",
    "for index, row in df.iterrows():\n",
    "    lat = float(row['lat'])\n",
    "    lon = float(row['lon'])\n",
    "    popup = row['nome'].replace(\"'\", \"&apos;\") + ': ' + row['data_abertura']\n",
    "    year = row['data_abertura'].split('-')[0]\n",
    "    if int(year) > 2015:\n",
    "        color = 'red'\n",
    "    else:        \n",
    "        color = 'green'\n",
    "    folium.Marker([lat, lon], popup=popup, icon=folium.Icon(color=color)).add_to(m)\n",
    "\n",
    "m"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}