HETMAP_PE.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import folium\n",
    "from folium import plugins"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## BRASIL IO"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Baixa os dados do covid-19"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "        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>date</th>\n",
       "      <th>state</th>\n",
       "      <th>city</th>\n",
       "      <th>place_type</th>\n",
       "      <th>confirmed</th>\n",
       "      <th>deaths</th>\n",
       "      <th>is_last</th>\n",
       "      <th>estimated_population_2019</th>\n",
       "      <th>city_ibge_code</th>\n",
       "      <th>confirmed_per_100k_inhabitants</th>\n",
       "      <th>death_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2020-04-20</td>\n",
       "      <td>AC</td>\n",
       "      <td>Acrelândia</td>\n",
       "      <td>city</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>True</td>\n",
       "      <td>15256.0</td>\n",
       "      <td>1200013.0</td>\n",
       "      <td>78.65758</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2020-04-20</td>\n",
       "      <td>AC</td>\n",
       "      <td>Bujari</td>\n",
       "      <td>city</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>True</td>\n",
       "      <td>10266.0</td>\n",
       "      <td>1200138.0</td>\n",
       "      <td>9.74089</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2020-04-20</td>\n",
       "      <td>AC</td>\n",
       "      <td>Cruzeiro do Sul</td>\n",
       "      <td>city</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>True</td>\n",
       "      <td>88376.0</td>\n",
       "      <td>1200203.0</td>\n",
       "      <td>5.65764</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2020-04-20</td>\n",
       "      <td>AC</td>\n",
       "      <td>Plácido de Castro</td>\n",
       "      <td>city</td>\n",
       "      <td>19</td>\n",
       "      <td>1</td>\n",
       "      <td>True</td>\n",
       "      <td>19761.0</td>\n",
       "      <td>1200385.0</td>\n",
       "      <td>96.14898</td>\n",
       "      <td>0.0526</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2020-04-20</td>\n",
       "      <td>AC</td>\n",
       "      <td>Porto Acre</td>\n",
       "      <td>city</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>True</td>\n",
       "      <td>18504.0</td>\n",
       "      <td>1200807.0</td>\n",
       "      <td>5.40424</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         date state               city place_type  confirmed  deaths  is_last  \\\n",
       "0  2020-04-20    AC         Acrelândia       city         12       0     True   \n",
       "1  2020-04-20    AC             Bujari       city          1       0     True   \n",
       "2  2020-04-20    AC    Cruzeiro do Sul       city          5       0     True   \n",
       "3  2020-04-20    AC  Plácido de Castro       city         19       1     True   \n",
       "4  2020-04-20    AC         Porto Acre       city          1       0     True   \n",
       "\n",
       "   estimated_population_2019  city_ibge_code  confirmed_per_100k_inhabitants  \\\n",
       "0                    15256.0       1200013.0                        78.65758   \n",
       "1                    10266.0       1200138.0                         9.74089   \n",
       "2                    88376.0       1200203.0                         5.65764   \n",
       "3                    19761.0       1200385.0                        96.14898   \n",
       "4                    18504.0       1200807.0                         5.40424   \n",
       "\n",
       "   death_rate  \n",
       "0         NaN  \n",
       "1         NaN  \n",
       "2         NaN  \n",
       "3      0.0526  \n",
       "4         NaN  "
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df=pd.read_csv('https://brasil.io/dataset/covid19/caso?format=csv')\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## IBGE LATITUDE E LONGITUDE"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Usar os dados place  das coordendas das coordendas das coordenadsa de localização."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "cidades=pd.read_csv('D:\\Rstudio/cidades_brasil.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "    }\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>codigo_ibge</th>\n",
       "      <th>nome</th>\n",
       "      <th>latitude</th>\n",
       "      <th>longitude</th>\n",
       "      <th>capital</th>\n",
       "      <th>codigo_uf</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>5200050</td>\n",
       "      <td>Abadia de Goiás</td>\n",
       "      <td>-16.75730</td>\n",
       "      <td>-49.4412</td>\n",
       "      <td>0</td>\n",
       "      <td>52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>3100104</td>\n",
       "      <td>Abadia dos Dourados</td>\n",
       "      <td>-18.48310</td>\n",
       "      <td>-47.3916</td>\n",
       "      <td>0</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>5200100</td>\n",
       "      <td>Abadiânia</td>\n",
       "      <td>-16.19700</td>\n",
       "      <td>-48.7057</td>\n",
       "      <td>0</td>\n",
       "      <td>52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3100203</td>\n",
       "      <td>Abaeté</td>\n",
       "      <td>-19.15510</td>\n",
       "      <td>-45.4444</td>\n",
       "      <td>0</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1500107</td>\n",
       "      <td>Abaetetuba</td>\n",
       "      <td>-1.72183</td>\n",
       "      <td>-48.8788</td>\n",
       "      <td>0</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   codigo_ibge                 nome  latitude  longitude  capital  codigo_uf\n",
       "0      5200050      Abadia de Goiás -16.75730   -49.4412        0         52\n",
       "1      3100104  Abadia dos Dourados -18.48310   -47.3916        0         31\n",
       "2      5200100            Abadiânia -16.19700   -48.7057        0         52\n",
       "3      3100203               Abaeté -19.15510   -45.4444        0         31\n",
       "4      1500107           Abaetetuba  -1.72183   -48.8788        0         15"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cidades.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Mudança da Chave Primária (Key) da planilha de cidades."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "cidades=cidades.set_index('codigo_ibge')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['city'], dtype=object)"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cities=df.loc[df.place_type=='city',:]\n",
    "cities.place_type.unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>state</th>\n",
       "      <th>city</th>\n",
       "      <th>place_type</th>\n",
       "      <th>confirmed</th>\n",
       "      <th>deaths</th>\n",
       "      <th>is_last</th>\n",
       "      <th>estimated_population_2019</th>\n",
       "      <th>city_ibge_code</th>\n",
       "      <th>confirmed_per_100k_inhabitants</th>\n",
       "      <th>death_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2020-04-20</td>\n",
       "      <td>AC</td>\n",
       "      <td>Acrelândia</td>\n",
       "      <td>city</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>True</td>\n",
       "      <td>15256.0</td>\n",
       "      <td>1200013.0</td>\n",
       "      <td>78.65758</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2020-04-20</td>\n",
       "      <td>AC</td>\n",
       "      <td>Bujari</td>\n",
       "      <td>city</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>True</td>\n",
       "      <td>10266.0</td>\n",
       "      <td>1200138.0</td>\n",
       "      <td>9.74089</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2020-04-20</td>\n",
       "      <td>AC</td>\n",
       "      <td>Cruzeiro do Sul</td>\n",
       "      <td>city</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>True</td>\n",
       "      <td>88376.0</td>\n",
       "      <td>1200203.0</td>\n",
       "      <td>5.65764</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2020-04-20</td>\n",
       "      <td>AC</td>\n",
       "      <td>Plácido de Castro</td>\n",
       "      <td>city</td>\n",
       "      <td>19</td>\n",
       "      <td>1</td>\n",
       "      <td>True</td>\n",
       "      <td>19761.0</td>\n",
       "      <td>1200385.0</td>\n",
       "      <td>96.14898</td>\n",
       "      <td>0.0526</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2020-04-20</td>\n",
       "      <td>AC</td>\n",
       "      <td>Porto Acre</td>\n",
       "      <td>city</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>True</td>\n",
       "      <td>18504.0</td>\n",
       "      <td>1200807.0</td>\n",
       "      <td>5.40424</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
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      ],
      "text/plain": [
       "         date state               city place_type  confirmed  deaths  is_last  \\\n",
       "0  2020-04-20    AC         Acrelândia       city         12       0     True   \n",
       "1  2020-04-20    AC             Bujari       city          1       0     True   \n",
       "2  2020-04-20    AC    Cruzeiro do Sul       city          5       0     True   \n",
       "3  2020-04-20    AC  Plácido de Castro       city         19       1     True   \n",
       "4  2020-04-20    AC         Porto Acre       city          1       0     True   \n",
       "\n",
       "   estimated_population_2019  city_ibge_code  confirmed_per_100k_inhabitants  \\\n",
       "0                    15256.0       1200013.0                        78.65758   \n",
       "1                    10266.0       1200138.0                         9.74089   \n",
       "2                    88376.0       1200203.0                         5.65764   \n",
       "3                    19761.0       1200385.0                        96.14898   \n",
       "4                    18504.0       1200807.0                         5.40424   \n",
       "\n",
       "   death_rate  \n",
       "0         NaN  \n",
       "1         NaN  \n",
       "2         NaN  \n",
       "3      0.0526  \n",
       "4         NaN  "
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cities.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "21800"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(cities)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>state</th>\n",
       "      <th>city</th>\n",
       "      <th>place_type</th>\n",
       "      <th>confirmed</th>\n",
       "      <th>deaths</th>\n",
       "      <th>is_last</th>\n",
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       "      <th>city_ibge_code</th>\n",
       "      <th>confirmed_per_100k_inhabitants</th>\n",
       "      <th>death_rate</th>\n",
       "      <th>nome</th>\n",
       "      <th>latitude</th>\n",
       "      <th>longitude</th>\n",
       "      <th>capital</th>\n",
       "      <th>codigo_uf</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2020-04-20</td>\n",
       "      <td>AC</td>\n",
       "      <td>Acrelândia</td>\n",
       "      <td>city</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>True</td>\n",
       "      <td>15256.0</td>\n",
       "      <td>1200013.0</td>\n",
       "      <td>78.65758</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Acrelândia</td>\n",
       "      <td>-9.82581</td>\n",
       "      <td>-66.8972</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2020-04-20</td>\n",
       "      <td>AC</td>\n",
       "      <td>Bujari</td>\n",
       "      <td>city</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>True</td>\n",
       "      <td>10266.0</td>\n",
       "      <td>1200138.0</td>\n",
       "      <td>9.74089</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bujari</td>\n",
       "      <td>-9.81528</td>\n",
       "      <td>-67.9550</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2020-04-20</td>\n",
       "      <td>AC</td>\n",
       "      <td>Cruzeiro do Sul</td>\n",
       "      <td>city</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>True</td>\n",
       "      <td>88376.0</td>\n",
       "      <td>1200203.0</td>\n",
       "      <td>5.65764</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cruzeiro do Sul</td>\n",
       "      <td>-7.62762</td>\n",
       "      <td>-72.6756</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2020-04-20</td>\n",
       "      <td>AC</td>\n",
       "      <td>Plácido de Castro</td>\n",
       "      <td>city</td>\n",
       "      <td>19</td>\n",
       "      <td>1</td>\n",
       "      <td>True</td>\n",
       "      <td>19761.0</td>\n",
       "      <td>1200385.0</td>\n",
       "      <td>96.14898</td>\n",
       "      <td>0.0526</td>\n",
       "      <td>Plácido de Castro</td>\n",
       "      <td>-10.28060</td>\n",
       "      <td>-67.1371</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2020-04-20</td>\n",
       "      <td>AC</td>\n",
       "      <td>Porto Acre</td>\n",
       "      <td>city</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>True</td>\n",
       "      <td>18504.0</td>\n",
       "      <td>1200807.0</td>\n",
       "      <td>5.40424</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Porto Acre</td>\n",
       "      <td>-9.58138</td>\n",
       "      <td>-67.5478</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         date state               city place_type  confirmed  deaths  is_last  \\\n",
       "0  2020-04-20    AC         Acrelândia       city         12       0     True   \n",
       "1  2020-04-20    AC             Bujari       city          1       0     True   \n",
       "2  2020-04-20    AC    Cruzeiro do Sul       city          5       0     True   \n",
       "3  2020-04-20    AC  Plácido de Castro       city         19       1     True   \n",
       "4  2020-04-20    AC         Porto Acre       city          1       0     True   \n",
       "\n",
       "   estimated_population_2019  city_ibge_code  confirmed_per_100k_inhabitants  \\\n",
       "0                    15256.0       1200013.0                        78.65758   \n",
       "1                    10266.0       1200138.0                         9.74089   \n",
       "2                    88376.0       1200203.0                         5.65764   \n",
       "3                    19761.0       1200385.0                        96.14898   \n",
       "4                    18504.0       1200807.0                         5.40424   \n",
       "\n",
       "   death_rate               nome  latitude  longitude  capital  codigo_uf  \n",
       "0         NaN         Acrelândia  -9.82581   -66.8972      0.0       12.0  \n",
       "1         NaN             Bujari  -9.81528   -67.9550      0.0       12.0  \n",
       "2         NaN    Cruzeiro do Sul  -7.62762   -72.6756      0.0       12.0  \n",
       "3      0.0526  Plácido de Castro -10.28060   -67.1371      0.0       12.0  \n",
       "4         NaN         Porto Acre  -9.58138   -67.5478      0.0       12.0  "
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cities=cities.join(cidades, on='city_ibge_code')\n",
    "cities.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "geo_last=cities.loc[cities.is_last==True,['city','latitude','longitude','state','confirmed','deaths']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "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>city</th>\n",
       "      <th>latitude</th>\n",
       "      <th>longitude</th>\n",
       "      <th>state</th>\n",
       "      <th>confirmed</th>\n",
       "      <th>deaths</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Acrelândia</td>\n",
       "      <td>-9.82581</td>\n",
       "      <td>-66.8972</td>\n",
       "      <td>AC</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Bujari</td>\n",
       "      <td>-9.81528</td>\n",
       "      <td>-67.9550</td>\n",
       "      <td>AC</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Cruzeiro do Sul</td>\n",
       "      <td>-7.62762</td>\n",
       "      <td>-72.6756</td>\n",
       "      <td>AC</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Plácido de Castro</td>\n",
       "      <td>-10.28060</td>\n",
       "      <td>-67.1371</td>\n",
       "      <td>AC</td>\n",
       "      <td>19</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Porto Acre</td>\n",
       "      <td>-9.58138</td>\n",
       "      <td>-67.5478</td>\n",
       "      <td>AC</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Rio Branco</td>\n",
       "      <td>-9.97499</td>\n",
       "      <td>-67.8243</td>\n",
       "      <td>AC</td>\n",
       "      <td>136</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Senador Guiomard</td>\n",
       "      <td>-10.14970</td>\n",
       "      <td>-67.7362</td>\n",
       "      <td>AC</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Arapiraca</td>\n",
       "      <td>-9.75487</td>\n",
       "      <td>-36.6615</td>\n",
       "      <td>AL</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Boca da Mata</td>\n",
       "      <td>-9.64308</td>\n",
       "      <td>-36.2125</td>\n",
       "      <td>AL</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Ibateguara</td>\n",
       "      <td>-8.97823</td>\n",
       "      <td>-35.9373</td>\n",
       "      <td>AL</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Importados/Indefinidos</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>AL</td>\n",
       "      <td>8</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Maceió</td>\n",
       "      <td>-9.66599</td>\n",
       "      <td>-35.7350</td>\n",
       "      <td>AL</td>\n",
       "      <td>140</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Marechal Deodoro</td>\n",
       "      <td>-9.70971</td>\n",
       "      <td>-35.8967</td>\n",
       "      <td>AL</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Murici</td>\n",
       "      <td>-9.30682</td>\n",
       "      <td>-35.9428</td>\n",
       "      <td>AL</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Palmeira dos Índios</td>\n",
       "      <td>-9.40568</td>\n",
       "      <td>-36.6328</td>\n",
       "      <td>AL</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Pilar</td>\n",
       "      <td>-9.60135</td>\n",
       "      <td>-35.9543</td>\n",
       "      <td>AL</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Porto Real do Colégio</td>\n",
       "      <td>-10.18490</td>\n",
       "      <td>-36.8376</td>\n",
       "      <td>AL</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Rio Largo</td>\n",
       "      <td>-9.47783</td>\n",
       "      <td>-35.8394</td>\n",
       "      <td>AL</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>São Miguel dos Milagres</td>\n",
       "      <td>-9.26493</td>\n",
       "      <td>-35.3763</td>\n",
       "      <td>AL</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Satuba</td>\n",
       "      <td>-9.56911</td>\n",
       "      <td>-35.8227</td>\n",
       "      <td>AL</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>União dos Palmares</td>\n",
       "      <td>-9.15921</td>\n",
       "      <td>-36.0223</td>\n",
       "      <td>AL</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Viçosa</td>\n",
       "      <td>-9.36763</td>\n",
       "      <td>-36.2431</td>\n",
       "      <td>AL</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Anamã</td>\n",
       "      <td>-3.56697</td>\n",
       "      <td>-61.3963</td>\n",
       "      <td>AM</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Anori</td>\n",
       "      <td>-3.74603</td>\n",
       "      <td>-61.6575</td>\n",
       "      <td>AM</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Autazes</td>\n",
       "      <td>-3.58574</td>\n",
       "      <td>-59.1256</td>\n",
       "      <td>AM</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Boca do Acre</td>\n",
       "      <td>-8.74232</td>\n",
       "      <td>-67.3919</td>\n",
       "      <td>AM</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Canutama</td>\n",
       "      <td>-6.52582</td>\n",
       "      <td>-64.3953</td>\n",
       "      <td>AM</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Carauari</td>\n",
       "      <td>-4.88161</td>\n",
       "      <td>-66.9086</td>\n",
       "      <td>AM</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Careiro</td>\n",
       "      <td>-3.76803</td>\n",
       "      <td>-60.3690</td>\n",
       "      <td>AM</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Careiro da Várzea</td>\n",
       "      <td>-3.31400</td>\n",
       "      <td>-59.5557</td>\n",
       "      <td>AM</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2274</th>\n",
       "      <td>Ipanguaçu</td>\n",
       "      <td>-5.48984</td>\n",
       "      <td>-36.8501</td>\n",
       "      <td>RN</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2275</th>\n",
       "      <td>Jaçanã</td>\n",
       "      <td>-6.41856</td>\n",
       "      <td>-36.2031</td>\n",
       "      <td>RN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2276</th>\n",
       "      <td>Januário Cicco</td>\n",
       "      <td>-6.16566</td>\n",
       "      <td>-35.6219</td>\n",
       "      <td>RN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2277</th>\n",
       "      <td>Lagoa de Pedras</td>\n",
       "      <td>-6.15082</td>\n",
       "      <td>-35.4299</td>\n",
       "      <td>RN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2278</th>\n",
       "      <td>Lajes Pintadas</td>\n",
       "      <td>-6.14943</td>\n",
       "      <td>-36.1171</td>\n",
       "      <td>RN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2279</th>\n",
       "      <td>Luís Gomes</td>\n",
       "      <td>-6.40588</td>\n",
       "      <td>-38.3899</td>\n",
       "      <td>RN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2280</th>\n",
       "      <td>Macaíba</td>\n",
       "      <td>-5.85229</td>\n",
       "      <td>-35.3552</td>\n",
       "      <td>RN</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2281</th>\n",
       "      <td>Monte Alegre</td>\n",
       "      <td>-6.07063</td>\n",
       "      <td>-35.3253</td>\n",
       "      <td>RN</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2282</th>\n",
       "      <td>Mossoró</td>\n",
       "      <td>-5.18374</td>\n",
       "      <td>-37.3474</td>\n",
       "      <td>RN</td>\n",
       "      <td>104</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2283</th>\n",
       "      <td>Natal</td>\n",
       "      <td>-5.79357</td>\n",
       "      <td>-35.1986</td>\n",
       "      <td>RN</td>\n",
       "      <td>279</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2284</th>\n",
       "      <td>Nísia Floresta</td>\n",
       "      <td>-6.09329</td>\n",
       "      <td>-35.1991</td>\n",
       "      <td>RN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2285</th>\n",
       "      <td>Parnamirim</td>\n",
       "      <td>-5.91116</td>\n",
       "      <td>-35.2710</td>\n",
       "      <td>RN</td>\n",
       "      <td>67</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2286</th>\n",
       "      <td>Passa e Fica</td>\n",
       "      <td>-6.43018</td>\n",
       "      <td>-35.6442</td>\n",
       "      <td>RN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2287</th>\n",
       "      <td>Pau dos Ferros</td>\n",
       "      <td>-6.10498</td>\n",
       "      <td>-38.2077</td>\n",
       "      <td>RN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2288</th>\n",
       "      <td>Poço Branco</td>\n",
       "      <td>-5.62233</td>\n",
       "      <td>-35.6635</td>\n",
       "      <td>RN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2289</th>\n",
       "      <td>Santa Cruz</td>\n",
       "      <td>-6.22475</td>\n",
       "      <td>-36.0193</td>\n",
       "      <td>RN</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2290</th>\n",
       "      <td>Santo Antônio</td>\n",
       "      <td>-6.31195</td>\n",
       "      <td>-35.4739</td>\n",
       "      <td>RN</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2291</th>\n",
       "      <td>São Gonçalo do Amarante</td>\n",
       "      <td>-5.79068</td>\n",
       "      <td>-35.3257</td>\n",
       "      <td>RN</td>\n",
       "      <td>32</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2292</th>\n",
       "      <td>São José de Mipibu</td>\n",
       "      <td>-6.07730</td>\n",
       "      <td>-35.2417</td>\n",
       "      <td>RN</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2293</th>\n",
       "      <td>São Miguel</td>\n",
       "      <td>-6.20283</td>\n",
       "      <td>-38.4947</td>\n",
       "      <td>RN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2294</th>\n",
       "      <td>São Miguel do Gostoso</td>\n",
       "      <td>-5.12302</td>\n",
       "      <td>-35.6354</td>\n",
       "      <td>RN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2295</th>\n",
       "      <td>São Pedro</td>\n",
       "      <td>-5.90559</td>\n",
       "      <td>-35.6317</td>\n",
       "      <td>RN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2296</th>\n",
       "      <td>São Rafael</td>\n",
       "      <td>-5.79791</td>\n",
       "      <td>-36.8778</td>\n",
       "      <td>RN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2297</th>\n",
       "      <td>Serra de São Bento</td>\n",
       "      <td>-6.41762</td>\n",
       "      <td>-35.7033</td>\n",
       "      <td>RN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2298</th>\n",
       "      <td>Taipu</td>\n",
       "      <td>-5.63058</td>\n",
       "      <td>-35.5918</td>\n",
       "      <td>RN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2299</th>\n",
       "      <td>Tenente Ananias</td>\n",
       "      <td>-6.45823</td>\n",
       "      <td>-38.1820</td>\n",
       "      <td>RN</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2300</th>\n",
       "      <td>Tibau</td>\n",
       "      <td>-4.83729</td>\n",
       "      <td>-37.2554</td>\n",
       "      <td>RN</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2301</th>\n",
       "      <td>Touros</td>\n",
       "      <td>-5.20182</td>\n",
       "      <td>-35.4621</td>\n",
       "      <td>RN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2955</th>\n",
       "      <td>Forquilha</td>\n",
       "      <td>-3.79945</td>\n",
       "      <td>-40.2634</td>\n",
       "      <td>CE</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2991</th>\n",
       "      <td>Orós</td>\n",
       "      <td>-6.25182</td>\n",
       "      <td>-38.9053</td>\n",
       "      <td>CE</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1475 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                         city  latitude  longitude state  confirmed  deaths\n",
       "0                  Acrelândia  -9.82581   -66.8972    AC         12       0\n",
       "1                      Bujari  -9.81528   -67.9550    AC          1       0\n",
       "2             Cruzeiro do Sul  -7.62762   -72.6756    AC          5       0\n",
       "3           Plácido de Castro -10.28060   -67.1371    AC         19       1\n",
       "4                  Porto Acre  -9.58138   -67.5478    AC          1       0\n",
       "5                  Rio Branco  -9.97499   -67.8243    AC        136       7\n",
       "6            Senador Guiomard -10.14970   -67.7362    AC          2       0\n",
       "8                   Arapiraca  -9.75487   -36.6615    AL          1       0\n",
       "9                Boca da Mata  -9.64308   -36.2125    AL          1       0\n",
       "10                 Ibateguara  -8.97823   -35.9373    AL          1       1\n",
       "11     Importados/Indefinidos       NaN        NaN    AL          8       2\n",
       "12                     Maceió  -9.66599   -35.7350    AL        140      12\n",
       "13           Marechal Deodoro  -9.70971   -35.8967    AL          6       1\n",
       "14                     Murici  -9.30682   -35.9428    AL          2       0\n",
       "15        Palmeira dos Índios  -9.40568   -36.6328    AL          1       0\n",
       "16                      Pilar  -9.60135   -35.9543    AL          1       0\n",
       "17      Porto Real do Colégio -10.18490   -36.8376    AL          1       0\n",
       "18                  Rio Largo  -9.47783   -35.8394    AL          5       0\n",
       "19    São Miguel dos Milagres  -9.26493   -35.3763    AL          1       1\n",
       "20                     Satuba  -9.56911   -35.8227    AL          1       0\n",
       "21         União dos Palmares  -9.15921   -36.0223    AL          1       0\n",
       "22                     Viçosa  -9.36763   -36.2431    AL          1       1\n",
       "24                      Anamã  -3.56697   -61.3963    AM          1       0\n",
       "25                      Anori  -3.74603   -61.6575    AM          6       0\n",
       "26                    Autazes  -3.58574   -59.1256    AM          2       0\n",
       "27               Boca do Acre  -8.74232   -67.3919    AM          1       0\n",
       "28                   Canutama  -6.52582   -64.3953    AM          1       0\n",
       "29                   Carauari  -4.88161   -66.9086    AM          1       1\n",
       "30                    Careiro  -3.76803   -60.3690    AM          6       1\n",
       "31          Careiro da Várzea  -3.31400   -59.5557    AM          4       0\n",
       "...                       ...       ...        ...   ...        ...     ...\n",
       "2274                Ipanguaçu  -5.48984   -36.8501    RN          2       0\n",
       "2275                   Jaçanã  -6.41856   -36.2031    RN          1       0\n",
       "2276           Januário Cicco  -6.16566   -35.6219    RN          1       0\n",
       "2277          Lagoa de Pedras  -6.15082   -35.4299    RN          1       1\n",
       "2278           Lajes Pintadas  -6.14943   -36.1171    RN          1       0\n",
       "2279               Luís Gomes  -6.40588   -38.3899    RN          1       0\n",
       "2280                  Macaíba  -5.85229   -35.3552    RN         10       0\n",
       "2281             Monte Alegre  -6.07063   -35.3253    RN          3       0\n",
       "2282                  Mossoró  -5.18374   -37.3474    RN        104       8\n",
       "2283                    Natal  -5.79357   -35.1986    RN        279       6\n",
       "2284           Nísia Floresta  -6.09329   -35.1991    RN          1       0\n",
       "2285               Parnamirim  -5.91116   -35.2710    RN         67       0\n",
       "2286             Passa e Fica  -6.43018   -35.6442    RN          1       0\n",
       "2287           Pau dos Ferros  -6.10498   -38.2077    RN          1       0\n",
       "2288              Poço Branco  -5.62233   -35.6635    RN          1       0\n",
       "2289               Santa Cruz  -6.22475   -36.0193    RN          3       0\n",
       "2290            Santo Antônio  -6.31195   -35.4739    RN          5       0\n",
       "2291  São Gonçalo do Amarante  -5.79068   -35.3257    RN         32       2\n",
       "2292       São José de Mipibu  -6.07730   -35.2417    RN          4       0\n",
       "2293               São Miguel  -6.20283   -38.4947    RN          1       0\n",
       "2294    São Miguel do Gostoso  -5.12302   -35.6354    RN          1       0\n",
       "2295                São Pedro  -5.90559   -35.6317    RN          1       0\n",
       "2296               São Rafael  -5.79791   -36.8778    RN          1       1\n",
       "2297       Serra de São Bento  -6.41762   -35.7033    RN          1       0\n",
       "2298                    Taipu  -5.63058   -35.5918    RN          1       1\n",
       "2299          Tenente Ananias  -6.45823   -38.1820    RN          2       2\n",
       "2300                    Tibau  -4.83729   -37.2554    RN          2       0\n",
       "2301                   Touros  -5.20182   -35.4621    RN          1       1\n",
       "2955                Forquilha  -3.79945   -40.2634    CE          1       0\n",
       "2991                     Orós  -6.25182   -38.9053    CE          1       0\n",
       "\n",
       "[1475 rows x 6 columns]"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo_last"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "40661"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo_last.confirmed.sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['AC', 'AL', 'AM', 'AP', 'BA', 'CE', 'ES', 'MA', 'MG', 'MS', 'MT',\n",
       "       'PA', 'PB', 'PE', 'PI', 'PR', 'RO', 'RR', 'RS', 'SC', 'SE', 'SP',\n",
       "       'TO', 'DF', 'GO', 'RJ', 'RN'], dtype=object)"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo_last.state.unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "27"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(geo_last.state.unique())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "coordenadas=geo_last[['latitude','longitude','confirmed']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "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>latitude</th>\n",
       "      <th>longitude</th>\n",
       "      <th>confirmed</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>-9.82581</td>\n",
       "      <td>-66.8972</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>-9.81528</td>\n",
       "      <td>-67.9550</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>-7.62762</td>\n",
       "      <td>-72.6756</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>-10.28060</td>\n",
       "      <td>-67.1371</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>-9.58138</td>\n",
       "      <td>-67.5478</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>-9.97499</td>\n",
       "      <td>-67.8243</td>\n",
       "      <td>136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>-10.14970</td>\n",
       "      <td>-67.7362</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>-9.75487</td>\n",
       "      <td>-36.6615</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>-9.64308</td>\n",
       "      <td>-36.2125</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>-8.97823</td>\n",
       "      <td>-35.9373</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>-9.66599</td>\n",
       "      <td>-35.7350</td>\n",
       "      <td>140</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>-9.70971</td>\n",
       "      <td>-35.8967</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>-9.30682</td>\n",
       "      <td>-35.9428</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>-9.40568</td>\n",
       "      <td>-36.6328</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>-9.60135</td>\n",
       "      <td>-35.9543</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>-10.18490</td>\n",
       "      <td>-36.8376</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>-9.47783</td>\n",
       "      <td>-35.8394</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>-9.26493</td>\n",
       "      <td>-35.3763</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>-9.56911</td>\n",
       "      <td>-35.8227</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>-9.15921</td>\n",
       "      <td>-36.0223</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>-9.36763</td>\n",
       "      <td>-36.2431</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>-3.56697</td>\n",
       "      <td>-61.3963</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>-3.74603</td>\n",
       "      <td>-61.6575</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>-3.58574</td>\n",
       "      <td>-59.1256</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>-8.74232</td>\n",
       "      <td>-67.3919</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>-6.52582</td>\n",
       "      <td>-64.3953</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>-4.88161</td>\n",
       "      <td>-66.9086</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>-3.76803</td>\n",
       "      <td>-60.3690</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>-3.31400</td>\n",
       "      <td>-59.5557</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2274</th>\n",
       "      <td>-5.48984</td>\n",
       "      <td>-36.8501</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2275</th>\n",
       "      <td>-6.41856</td>\n",
       "      <td>-36.2031</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2276</th>\n",
       "      <td>-6.16566</td>\n",
       "      <td>-35.6219</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2277</th>\n",
       "      <td>-6.15082</td>\n",
       "      <td>-35.4299</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2278</th>\n",
       "      <td>-6.14943</td>\n",
       "      <td>-36.1171</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2279</th>\n",
       "      <td>-6.40588</td>\n",
       "      <td>-38.3899</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2280</th>\n",
       "      <td>-5.85229</td>\n",
       "      <td>-35.3552</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2281</th>\n",
       "      <td>-6.07063</td>\n",
       "      <td>-35.3253</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2282</th>\n",
       "      <td>-5.18374</td>\n",
       "      <td>-37.3474</td>\n",
       "      <td>104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2283</th>\n",
       "      <td>-5.79357</td>\n",
       "      <td>-35.1986</td>\n",
       "      <td>279</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2284</th>\n",
       "      <td>-6.09329</td>\n",
       "      <td>-35.1991</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2285</th>\n",
       "      <td>-5.91116</td>\n",
       "      <td>-35.2710</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2286</th>\n",
       "      <td>-6.43018</td>\n",
       "      <td>-35.6442</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2287</th>\n",
       "      <td>-6.10498</td>\n",
       "      <td>-38.2077</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2288</th>\n",
       "      <td>-5.62233</td>\n",
       "      <td>-35.6635</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2289</th>\n",
       "      <td>-6.22475</td>\n",
       "      <td>-36.0193</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2290</th>\n",
       "      <td>-6.31195</td>\n",
       "      <td>-35.4739</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2291</th>\n",
       "      <td>-5.79068</td>\n",
       "      <td>-35.3257</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2292</th>\n",
       "      <td>-6.07730</td>\n",
       "      <td>-35.2417</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2293</th>\n",
       "      <td>-6.20283</td>\n",
       "      <td>-38.4947</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2294</th>\n",
       "      <td>-5.12302</td>\n",
       "      <td>-35.6354</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2295</th>\n",
       "      <td>-5.90559</td>\n",
       "      <td>-35.6317</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2296</th>\n",
       "      <td>-5.79791</td>\n",
       "      <td>-36.8778</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2297</th>\n",
       "      <td>-6.41762</td>\n",
       "      <td>-35.7033</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2298</th>\n",
       "      <td>-5.63058</td>\n",
       "      <td>-35.5918</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2299</th>\n",
       "      <td>-6.45823</td>\n",
       "      <td>-38.1820</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2300</th>\n",
       "      <td>-4.83729</td>\n",
       "      <td>-37.2554</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2301</th>\n",
       "      <td>-5.20182</td>\n",
       "      <td>-35.4621</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2955</th>\n",
       "      <td>-3.79945</td>\n",
       "      <td>-40.2634</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2991</th>\n",
       "      <td>-6.25182</td>\n",
       "      <td>-38.9053</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1475 rows × 3 columns</p>\n",
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      ],
      "text/plain": [
       "      latitude  longitude  confirmed\n",
       "0     -9.82581   -66.8972         12\n",
       "1     -9.81528   -67.9550          1\n",
       "2     -7.62762   -72.6756          5\n",
       "3    -10.28060   -67.1371         19\n",
       "4     -9.58138   -67.5478          1\n",
       "5     -9.97499   -67.8243        136\n",
       "6    -10.14970   -67.7362          2\n",
       "8     -9.75487   -36.6615          1\n",
       "9     -9.64308   -36.2125          1\n",
       "10    -8.97823   -35.9373          1\n",
       "11         NaN        NaN          8\n",
       "12    -9.66599   -35.7350        140\n",
       "13    -9.70971   -35.8967          6\n",
       "14    -9.30682   -35.9428          2\n",
       "15    -9.40568   -36.6328          1\n",
       "16    -9.60135   -35.9543          1\n",
       "17   -10.18490   -36.8376          1\n",
       "18    -9.47783   -35.8394          5\n",
       "19    -9.26493   -35.3763          1\n",
       "20    -9.56911   -35.8227          1\n",
       "21    -9.15921   -36.0223          1\n",
       "22    -9.36763   -36.2431          1\n",
       "24    -3.56697   -61.3963          1\n",
       "25    -3.74603   -61.6575          6\n",
       "26    -3.58574   -59.1256          2\n",
       "27    -8.74232   -67.3919          1\n",
       "28    -6.52582   -64.3953          1\n",
       "29    -4.88161   -66.9086          1\n",
       "30    -3.76803   -60.3690          6\n",
       "31    -3.31400   -59.5557          4\n",
       "...        ...        ...        ...\n",
       "2274  -5.48984   -36.8501          2\n",
       "2275  -6.41856   -36.2031          1\n",
       "2276  -6.16566   -35.6219          1\n",
       "2277  -6.15082   -35.4299          1\n",
       "2278  -6.14943   -36.1171          1\n",
       "2279  -6.40588   -38.3899          1\n",
       "2280  -5.85229   -35.3552         10\n",
       "2281  -6.07063   -35.3253          3\n",
       "2282  -5.18374   -37.3474        104\n",
       "2283  -5.79357   -35.1986        279\n",
       "2284  -6.09329   -35.1991          1\n",
       "2285  -5.91116   -35.2710         67\n",
       "2286  -6.43018   -35.6442          1\n",
       "2287  -6.10498   -38.2077          1\n",
       "2288  -5.62233   -35.6635          1\n",
       "2289  -6.22475   -36.0193          3\n",
       "2290  -6.31195   -35.4739          5\n",
       "2291  -5.79068   -35.3257         32\n",
       "2292  -6.07730   -35.2417          4\n",
       "2293  -6.20283   -38.4947          1\n",
       "2294  -5.12302   -35.6354          1\n",
       "2295  -5.90559   -35.6317          1\n",
       "2296  -5.79791   -36.8778          1\n",
       "2297  -6.41762   -35.7033          1\n",
       "2298  -5.63058   -35.5918          1\n",
       "2299  -6.45823   -38.1820          2\n",
       "2300  -4.83729   -37.2554          2\n",
       "2301  -5.20182   -35.4621          1\n",
       "2955  -3.79945   -40.2634          1\n",
       "2991  -6.25182   -38.9053          1\n",
       "\n",
       "[1475 rows x 3 columns]"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "coordenadas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "coordenadas=coordenadas.dropna()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
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      "text/plain": [
       "   latitude  longitude  confirmed\n",
       "0  -9.82581   -66.8972         12\n",
       "1  -9.81528   -67.9550          1\n",
       "2  -7.62762   -72.6756          5\n",
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     "execution_count": 43,
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   ],
   "source": [
    "coordenadas.head()"
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  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "baseMap=folium.Map(\n",
    "                width=\"100%\",\n",
    "                heigth=\"100%\",\n",
    "                location=[-8.325296926758027,-37.99746828531168],\n",
    "                zoom_start=7\n",
    ")    "
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  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
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       "<folium.folium.Map at 0xa48cb38>"
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     "execution_count": 45,
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   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "baseMap=baseMap.add_child(plugins.HeatMap(coordenadas))"
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  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {
    "scrolled": true
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   "outputs": [
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            ).addTo(map_964892dcd26941a28aeb11786ef7f7f6);
        
    
            var heat_map_f3067b91995140a5868047272ce5e72b = L.heatLayer(
                [[-9.82581, -66.8972, 12.0], [-9.81528, -67.955, 1.0], [-7.627619999999999, -72.6756, 5.0], [-10.2806, -67.1371, 19.0], [-9.581380000000001, -67.5478, 1.0], [-9.97499, -67.8243, 136.0], [-10.1497, -67.7362, 2.0], [-9.75487, -36.6615, 1.0], [-9.64308, -36.2125, 1.0], [-8.97823, -35.9373, 1.0], [-9.665989999999999, -35.735, 140.0], [-9.709710000000001, -35.8967, 6.0], [-9.30682, -35.9428, 2.0], [-9.40568, -36.6328, 1.0], [-9.60135, -35.9543, 1.0], [-10.1849, -36.8376, 1.0], [-9.47783, -35.8394, 5.0], [-9.26493, -35.3763, 1.0], [-9.56911, -35.8227, 1.0], [-9.15921, -36.0223, 1.0], [-9.36763, -36.2431, 1.0], [-3.5669699999999995, -61.3963, 1.0], [-3.74603, -61.6575, 6.0], [-3.58574, -59.1256, 2.0], [-8.74232, -67.3919, 1.0], [-6.5258199999999995, -64.3953, 1.0], [-4.88161, -66.9086, 1.0], [-3.7680300000000004, -60.369, 6.0], [-3.3139999999999996, -59.5557, 4.0], [-4.094119999999999, -63.1441, 2.0], [-3.2747900000000003, -60.19, 24.0], [-3.13861, -58.4449, 27.0], [-3.4843800000000003, -66.0718, 1.0], [-2.75814, -66.7595, 1.0], [-7.264130000000001, -64.7948, 2.0], [-3.29066, -60.6216, 201.0], [-3.1186599999999998, -60.0212, 1772.0], [-5.80462, -61.2895, 1.0], [-3.39289, -57.7067, 22.0], [-2.63637, -60.9434, 2.0], [-2.63741, -56.729, 21.0], [-2.02981, -60.0234, 11.0], [-0.41082399999999997, -65.0092, 1.0], [-3.09544, -67.9463, 10.0], [-0.11909000000000002, -67.084, 0.0], [-3.47292, -68.9646, 11.0], [-4.2416, -69.9383, 11.0], [-3.3682199999999995, -64.7193, 5.0], [-2.8658200000000003, -67.7919, 13.0], [-0.8049109999999999, -52.453, 7.0], [0.034934, -51.0694, 358.0], [-0.11335999999999999, -51.2891, 2.0], [3.8407400000000003, -51.8331, 5.0], [0.71243, -51.4155, 1.0], [-0.045433999999999995, -51.1729, 60.0], [-0.938, -52.424, 2.0], [-13.2488, -41.6619, 1.0], [-10.5437, -38.1113, 1.0], [-14.1269, -39.8937, 1.0], [-12.1335, -38.4208, 6.0], [-12.3914, -38.7563, 1.0], [-11.3253, -38.9584, 1.0], [-14.321, -39.329, 1.0], [-11.0859, -43.1459, 2.0], [-14.8654, -40.5791, 1.0], [-14.2, -39.5991, 3.0], [-12.1439, -44.9968, 1.0], [-14.7948, -39.476, 1.0], [-15.8608, -38.8758, 2.0], [-13.2506, -43.4108, 0.0], [-14.2021, -41.6696, 8.0], [-14.9595, -39.3028, 2.0], [-12.5994, -38.9587, 1.0], [-15.4142, -39.4919, 1.0], [-12.6996, -38.3263, 25.0], [-10.5105, -40.32, 1.0], [-11.6858, -41.7677, 5.0], [-15.6722, -38.9536, 6.0], [-12.6716, -38.5472, 1.0], [-10.6647, -39.4944, 1.0], [-11.3797, -40.0089, 2.0], [-12.7579, -39.4248, 1.0], [-12.3513, -38.3791, 4.0], [-14.637, -39.5556, 3.0], [-11.56, -39.2808, 3.0], [-12.3268, -38.7684, 1.0], [-11.8179, -37.6131, 1.0], [-12.2333, -38.7487, 1.0], [-8.984580000000001, -39.8997, 3.0], [-12.6187, -38.2926, 2.0], [-10.5078, -39.0153, 1.0], [-16.3715, -39.5821, 13.0], [-12.2664, -38.9663, 58.0], [-14.8629, -39.6579, 2.0], [-13.7441, -39.4747, 1.0], [-14.3195, -39.469, 5.0], [-14.2231, -42.7799, 0.0], [-14.0643, -39.6459, 4.0], [-12.1779, -43.2167, 1.0], [-14.793, -39.046, 79.0], [-14.1226, -39.7353, 16.0], [-12.1561, -39.7359, 2.0], [-11.3033, -41.8535, 1.0], [-16.5732, -39.5593, 1.0], [-12.5242, -40.3059, 1.0], [-14.7876, -39.2781, 53.0], [-14.1615, -40.0131, 2.0], [-14.2782, -39.8449, 4.0], [-14.6788, -39.3698, 6.0], [-17.0378, -39.5386, 1.0], [-13.7782, -39.683, 1.0], [-14.8876, -39.4239, 1.0], [-15.9551, -39.5329, 5.0], [-15.2475, -40.2482, 5.0], [-15.6528, -40.065, 1.0], [-12.7099, -39.6952, 1.0], [-15.11, -40.0684, 4.0], [-13.7249, -39.1481, 1.0], [-13.5248, -39.964, 4.0], [-13.8509, -40.0877, 19.0], [-9.41622, -40.5033, 7.0], [-12.8978, -38.321, 34.0], [-12.0956, -45.7866, 2.0], [-17.3707, -40.2238, 1.0], [-14.2385, -40.7718, 1.0], [-11.5569, -43.2766, 1.0], [-13.0053, -41.3703, 1.0], [-11.2329, -38.4871, 1.0], [-12.0175, -38.6166, 0.0], [-12.5059, -41.5809, 1.0], [-13.4388, -42.2395, 1.0], [-14.9444, -41.7168, 1.0], [-12.4303, -38.3374, 1.0], [-16.4435, -39.0643, 17.0], [-17.3364, -39.2227, 4.0], [-10.8373, -38.5382, 1.0], [-13.1185, -42.2902, 2.0], [-12.9718, -38.5011, 824.0], [-16.2825, -39.0295, 7.0], [-15.4342, -39.3287, 1.0], [-13.3859, -44.2011, 1.0], [-12.7697, -39.5215, 2.0], [-11.4649, -39.5268, 1.0], [-12.6183, -38.6786, 2.0], [-13.5659, -43.5929, 1.0], [-11.6584, -39.01, 4.0], [-12.7866, -38.4029, 5.0], [-13.5321, -39.1009, 3.0], [-17.5399, -39.74, 8.0], [-14.2063, -39.5207, 4.0], [-15.2791, -39.0765, 2.0], [-14.5963, -39.2851, 13.0], [-12.0783, -41.0954, 1.0], [-13.3669, -39.073, 3.0], [-11.4062, -39.457, 1.0], [-12.9568, -38.6153, 1.0], [-14.8615, -40.8442, 20.0], [-4.22083, -38.7055, 3.0], [-2.88769, -40.1183, 1.0], [-6.08911, -39.448, 2.0], [-3.5853699999999997, -40.5479, 1.0], [-3.3601699999999997, -39.8288, 1.0], [-3.89929, -38.3896, 38.0], [-4.55826, -37.7679, 10.0], [-4.36872, -38.8125, 3.0], [-7.213189999999999, -40.1359, 1.0], [-5.30454, -38.9132, 1.0], [-4.28921, -38.6429, 1.0], [-3.02051, -41.1358, 2.0], [-4.32598, -38.8812, 3.0], [-4.17741, -38.1271, 5.0], [-3.04996, -40.1671, 5.0], [-2.9005, -40.8544, 1.0], [-4.35162, -39.3155, 7.0], [-4.45569, -38.9048, 1.0], [-4.225140000000001, -39.1912, 2.0], [-6.52428, -39.4916, 1.0], [-4.12967, -38.2412, 7.0], [-6.12291, -39.8736, 1.0], [-3.7279699999999996, -38.6619, 89.0], [-4.28873, -38.4986, 2.0], [-3.5415, -40.6587, 1.0], [-5.167680000000001, -40.6536, 3.0], [-7.2153, -39.4103, 5.0], [-4.4048099999999994, -40.9022, 1.0], [-3.8925, -38.4559, 30.0], [-6.921460000000001, -39.5651, 1.0], [-3.71664, -38.5423, 2840.0], [-4.4512599999999996, -37.7981, 1.0], [-4.04422, -40.749, 1.0], [-3.1278799999999998, -40.8372, 1.0], [-3.9178699999999997, -40.3852, 1.0], [-4.04057, -38.6404, 1.0], [-4.15814, -40.7476, 1.0], [-4.40958, -40.4056, 1.0], [-4.1209, -38.4707, 18.0], [-4.80376, -38.7501, 1.0], [-4.96999, -38.6362, 1.0], [-4.71206, -37.3531, 1.0], [-6.3962699999999995, -38.8554, 3.0], [-6.36281, -39.2892, 9.0], [-5.3878900000000005, -40.3085, 3.0], [-4.89764, -40.7537, 2.0], [-4.5380199999999995, -40.7118, 2.0], [-4.67146, -37.833, 1.0], [-3.9657699999999996, 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                {"blur": 15, "max": 1.0, "maxZoom": 18, "minOpacity": 0.5, "radius": 25}
            ).addTo(map_964892dcd26941a28aeb11786ef7f7f6);
        
</script> onload=\"this.contentDocument.open();this.contentDocument.write(atob(this.getAttribute('data-html')));this.contentDocument.close();\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0xa48cb38>"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "baseMap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "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>city</th>\n",
       "      <th>latitude</th>\n",
       "      <th>longitude</th>\n",
       "      <th>state</th>\n",
       "      <th>confirmed</th>\n",
       "      <th>deaths</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Acrelândia</td>\n",
       "      <td>-9.82581</td>\n",
       "      <td>-66.8972</td>\n",
       "      <td>AC</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Bujari</td>\n",
       "      <td>-9.81528</td>\n",
       "      <td>-67.9550</td>\n",
       "      <td>AC</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Cruzeiro do Sul</td>\n",
       "      <td>-7.62762</td>\n",
       "      <td>-72.6756</td>\n",
       "      <td>AC</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Plácido de Castro</td>\n",
       "      <td>-10.28060</td>\n",
       "      <td>-67.1371</td>\n",
       "      <td>AC</td>\n",
       "      <td>19</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Porto Acre</td>\n",
       "      <td>-9.58138</td>\n",
       "      <td>-67.5478</td>\n",
       "      <td>AC</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                city  latitude  longitude state  confirmed  deaths\n",
       "0         Acrelândia  -9.82581   -66.8972    AC         12       0\n",
       "1             Bujari  -9.81528   -67.9550    AC          1       0\n",
       "2    Cruzeiro do Sul  -7.62762   -72.6756    AC          5       0\n",
       "3  Plácido de Castro -10.28060   -67.1371    AC         19       1\n",
       "4         Porto Acre  -9.58138   -67.5478    AC          1       0"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo_last.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Para Eliminar os campos vázios vamos usar o comando drop."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": [
    "geo_last=geo_last.dropna()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "for i in range(0, len(geo_last)):\n",
    "    folium.Circle(\n",
    "        location=[geo_last.iloc[i]['latitude'] , geo_last.iloc[i]['longitude']],\n",
    "        color   ='#00FF69',\n",
    "        fill    ='#00A1B3',\n",
    "        tooltip ='<li><bold> CIDADE: '+str(geo_last.iloc[i]['city'])+\n",
    "                '<li><bold> ESTADO: '+str(geo_last.iloc[i]['state'])+\n",
    "                '<li><bold> CASOS: '+str(geo_last.iloc[i]['confirmed'])+\n",
    "                '<li><bold> MORTES: '+str(geo_last.iloc[i]['deaths']),\n",
    "        radius  = (geo_last.iloc[i]['confirmed']**1.1)\n",
    ").add_to(baseMap)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "baseMap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "baseMap.save('Hetmap-cidades-Pernambuco.html')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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