analise_eda_com_python_ctrl_x.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# -*- coding: utf-8\n",
    "# Abraji (https://www.abraji.org.br)\n",
    "# Reinaldo Chaves (reinaldo@abraji.org.br)\n",
    "# Programa exemplo de como usar a base do Ctrl+X (http://www.ctrlx.org.br) com Python\n",
    "#"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from datetime import date"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Carrega o arquivo de histórico total e cria dataframe principal\n",
    "# Ignora 3 primeiras linhas de descrição do arquivo e começa nos dados válidos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "processos = pd.read_excel('dados/abraji-ctrlx_24_jun_2019.xlsx',sheet_name='Ctrl-X', skiprows=3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "O arquivo \"abraji-ctrlx_15_jun_2019.xlsx\" contém 4676 linhas e 25 colunas\n"
     ]
    }
   ],
   "source": [
    "print('O arquivo \\\"abraji-ctrlx_15_jun_2019.xlsx\\\" contém ' + str(processos.shape[0]) + ' linhas e ' + str(processos.shape[1]) + ' colunas')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 4676 entries, 0 to 4675\n",
      "Data columns (total 25 columns):\n",
      "ID_Interno                                    348 non-null object\n",
      "Autor                                         4676 non-null object\n",
      "Quem_é_o_Autor                                4676 non-null object\n",
      "Nome_Político_Autor*                          2933 non-null object\n",
      "CPF_Político_Autor*                           2932 non-null object\n",
      "Partido_Político_Autor*                       2895 non-null object\n",
      "Empresa_Ré                                    4676 non-null object\n",
      "Publicação_Alvo_ou_Representação_ou_Ofício    3528 non-null object\n",
      "Número_Processo                               4676 non-null object\n",
      "URL_do_Processo                               4543 non-null object\n",
      "Data_da_Propositura                           4675 non-null object\n",
      "UF                                            4676 non-null object\n",
      "Cidade                                        4668 non-null object\n",
      "Fórum                                         4676 non-null object\n",
      "Vara                                          1950 non-null object\n",
      "Nome_do_Juiz                                  4396 non-null object\n",
      "Resumo_do_Conteúdo_Postado                    4676 non-null object\n",
      "Alegação                                      4554 non-null object\n",
      "Formato                                       4606 non-null object\n",
      "Solicitou_Dados                               4676 non-null object\n",
      "Solicitou_Direito_de_Resposta                 4676 non-null object\n",
      "Solicitou_Monitoramento                       4676 non-null object\n",
      "Solicitou_Prisão                              4676 non-null object\n",
      "Solicitou_Multa                               4676 non-null object\n",
      "Retirada_deferida_em_algum_momento            4676 non-null object\n",
      "dtypes: object(25)\n",
      "memory usage: 913.4+ KB\n"
     ]
    }
   ],
   "source": [
    "processos.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Cinco primeiras linhas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>ID_Interno</th>\n",
       "      <th>Autor</th>\n",
       "      <th>Quem_é_o_Autor</th>\n",
       "      <th>Nome_Político_Autor*</th>\n",
       "      <th>CPF_Político_Autor*</th>\n",
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       "      <th>Empresa_Ré</th>\n",
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       "      <th>Número_Processo</th>\n",
       "      <th>...</th>\n",
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       "      <th>Resumo_do_Conteúdo_Postado</th>\n",
       "      <th>Alegação</th>\n",
       "      <th>Formato</th>\n",
       "      <th>Solicitou_Dados</th>\n",
       "      <th>Solicitou_Direito_de_Resposta</th>\n",
       "      <th>Solicitou_Monitoramento</th>\n",
       "      <th>Solicitou_Prisão</th>\n",
       "      <th>Solicitou_Multa</th>\n",
       "      <th>Retirada_deferida_em_algum_momento</th>\n",
       "    </tr>\n",
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       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Paulo Fernando da Costa Kazak | WEET DISTRIBUI...</td>\n",
       "      <td>Empresário</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA</td>\n",
       "      <td>https://www.facebook.com/paulo.kazaks.7 |https...</td>\n",
       "      <td>1036616-84.2019.8.26.0100</td>\n",
       "      <td>...</td>\n",
       "      <td>Thania Pereira Teixeira De Carvalho Cardin</td>\n",
       "      <td>Trata-se de AÇÃO DE OBRIGAÇÃO DE FAZER COM PED...</td>\n",
       "      <td>Difamação</td>\n",
       "      <td>Texto, Foto</td>\n",
       "      <td>Sim</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Sim</td>\n",
       "      <td>Sem dados</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Spa Turbo Comercial, Importadora e Exp Eireli ...</td>\n",
       "      <td>Empresa</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA | GOOG...</td>\n",
       "      <td>https://www.youtube.com/watch?v=2_51DPDPm_Y | ...</td>\n",
       "      <td>1035976-81.2019.8.26.0100</td>\n",
       "      <td>...</td>\n",
       "      <td>Adriana Sachsida Garcia</td>\n",
       "      <td>Trata-se de AÇÃO DE OBRIGAÇÃO DE FAZER E NÃO F...</td>\n",
       "      <td>Difamação</td>\n",
       "      <td>Vídeo</td>\n",
       "      <td>Deferido Pelo Juiz</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Sim</td>\n",
       "      <td>Sem dados</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Amanda Naville Noventa</td>\n",
       "      <td>Exposto na mídia</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA</td>\n",
       "      <td>https://www.facebook.com/433108913525040/posts...</td>\n",
       "      <td>1033480-79.2019.8.26.0100</td>\n",
       "      <td>...</td>\n",
       "      <td>Cristiane Amor Espin</td>\n",
       "      <td>Trata-se de AÇÃO PELO PROCEDIMENTO COMUM COM P...</td>\n",
       "      <td>Violação a privacidade</td>\n",
       "      <td>Foto</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Sim</td>\n",
       "      <td>Não</td>\n",
       "      <td>Sim</td>\n",
       "      <td>Sem dados</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Faria Lima Comércio de Combustíveis Ltda</td>\n",
       "      <td>Empresa</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA</td>\n",
       "      <td>https://www.facebook.com/natao.marra/videos/26...</td>\n",
       "      <td>1033438-30.2019.8.26.0100</td>\n",
       "      <td>...</td>\n",
       "      <td>Adriana Sachsida Garcia</td>\n",
       "      <td>Trata-se de ação de obrigação de fazer de FARI...</td>\n",
       "      <td>Difamação</td>\n",
       "      <td>Texto</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Sem dados</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ANTONIO SHIGUEYUKI AIACYDA</td>\n",
       "      <td>Político</td>\n",
       "      <td>ANTONIO SHIGUEYUKI AIACYDA</td>\n",
       "      <td>17239290859</td>\n",
       "      <td>PSDB</td>\n",
       "      <td>FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1032820-85.2019.8.26.0100</td>\n",
       "      <td>...</td>\n",
       "      <td>RENATA BARROS SOUTO MAIOR BAIAO</td>\n",
       "      <td>Trata-se de obrigação de fazer com pedido de t...</td>\n",
       "      <td>Difamação</td>\n",
       "      <td>Texto</td>\n",
       "      <td>Sim</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Sim</td>\n",
       "      <td>Sem dados</td>\n",
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       "<p>5 rows × 26 columns</p>\n",
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      ],
      "text/plain": [
       "   index ID_Interno                                              Autor  \\\n",
       "0      0        NaN  Paulo Fernando da Costa Kazak | WEET DISTRIBUI...   \n",
       "1      1        NaN  Spa Turbo Comercial, Importadora e Exp Eireli ...   \n",
       "2      2        NaN                            Amanda Naville Noventa    \n",
       "3      3        NaN          Faria Lima Comércio de Combustíveis Ltda    \n",
       "4      4        NaN                         ANTONIO SHIGUEYUKI AIACYDA   \n",
       "\n",
       "     Quem_é_o_Autor        Nome_Político_Autor* CPF_Político_Autor*  \\\n",
       "0        Empresário                         NaN                 NaN   \n",
       "1           Empresa                         NaN                 NaN   \n",
       "2  Exposto na mídia                         NaN                 NaN   \n",
       "3           Empresa                         NaN                 NaN   \n",
       "4          Político  ANTONIO SHIGUEYUKI AIACYDA         17239290859   \n",
       "\n",
       "  Partido_Político_Autor*                                         Empresa_Ré  \\\n",
       "0                     NaN            FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA   \n",
       "1                     NaN  FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA | GOOG...   \n",
       "2                     NaN            FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA   \n",
       "3                     NaN            FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA   \n",
       "4                    PSDB            FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA   \n",
       "\n",
       "          Publicação_Alvo_ou_Representação_ou_Ofício  \\\n",
       "0  https://www.facebook.com/paulo.kazaks.7 |https...   \n",
       "1  https://www.youtube.com/watch?v=2_51DPDPm_Y | ...   \n",
       "2  https://www.facebook.com/433108913525040/posts...   \n",
       "3  https://www.facebook.com/natao.marra/videos/26...   \n",
       "4                                                NaN   \n",
       "\n",
       "             Número_Processo  ...                                Nome_do_Juiz  \\\n",
       "0  1036616-84.2019.8.26.0100  ...  Thania Pereira Teixeira De Carvalho Cardin   \n",
       "1  1035976-81.2019.8.26.0100  ...                     Adriana Sachsida Garcia   \n",
       "2  1033480-79.2019.8.26.0100  ...                        Cristiane Amor Espin   \n",
       "3  1033438-30.2019.8.26.0100  ...                     Adriana Sachsida Garcia   \n",
       "4  1032820-85.2019.8.26.0100  ...             RENATA BARROS SOUTO MAIOR BAIAO   \n",
       "\n",
       "                          Resumo_do_Conteúdo_Postado                Alegação  \\\n",
       "0  Trata-se de AÇÃO DE OBRIGAÇÃO DE FAZER COM PED...               Difamação   \n",
       "1  Trata-se de AÇÃO DE OBRIGAÇÃO DE FAZER E NÃO F...               Difamação   \n",
       "2  Trata-se de AÇÃO PELO PROCEDIMENTO COMUM COM P...  Violação a privacidade   \n",
       "3  Trata-se de ação de obrigação de fazer de FARI...               Difamação   \n",
       "4  Trata-se de obrigação de fazer com pedido de t...               Difamação   \n",
       "\n",
       "       Formato     Solicitou_Dados Solicitou_Direito_de_Resposta  \\\n",
       "0  Texto, Foto                 Sim                           Não   \n",
       "1        Vídeo  Deferido Pelo Juiz                           Não   \n",
       "2         Foto                 Não                           Não   \n",
       "3        Texto                 Não                           Não   \n",
       "4        Texto                 Sim                           Não   \n",
       "\n",
       "  Solicitou_Monitoramento Solicitou_Prisão Solicitou_Multa  \\\n",
       "0                     Não              Não             Sim   \n",
       "1                     Não              Não             Sim   \n",
       "2                     Sim              Não             Sim   \n",
       "3                     Não              Não             Não   \n",
       "4                     Não              Não             Sim   \n",
       "\n",
       "  Retirada_deferida_em_algum_momento  \n",
       "0                          Sem dados  \n",
       "1                          Sem dados  \n",
       "2                          Sem dados  \n",
       "3                          Sem dados  \n",
       "4                          Sem dados  \n",
       "\n",
       "[5 rows x 26 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "processos.reset_index().head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Cinco últimas linhas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
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       "      <th>4671</th>\n",
       "      <td>4671</td>\n",
       "      <td>NaN</td>\n",
       "      <td>LINHA AMARELA S/A - LAMSA</td>\n",
       "      <td>Empresa</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Facebook Serviços Online do Brasil LTDA|Google...</td>\n",
       "      <td>https://www.facebook.com/podridoesdojudiciario...</td>\n",
       "      <td>0009319-69.2005.8.19.0209</td>\n",
       "      <td>...</td>\n",
       "      <td>Mario Cunha Olinto Filho</td>\n",
       "      <td>LINHA AMARELA S/A - LAMSA propôs ação ordinári...</td>\n",
       "      <td>Difamação</td>\n",
       "      <td>Texto</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Deferido Pelo Juiz</td>\n",
       "      <td>Não</td>\n",
       "      <td>Deferido Pelo Juiz</td>\n",
       "      <td>Sim</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4672</th>\n",
       "      <td>4672</td>\n",
       "      <td>NaN</td>\n",
       "      <td>VÊNETO JÓIAS LTDA</td>\n",
       "      <td>Empresa</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SBK - Empresa de Comunicação Ltda | Zero Hora ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0013591-91.2004.8.21.0078</td>\n",
       "      <td>...</td>\n",
       "      <td>Paulo Meneghetti</td>\n",
       "      <td>VÊNETO JÓIAS LTDA ajuizou ação de indenização ...</td>\n",
       "      <td>Violação a direitos autorais</td>\n",
       "      <td>Texto, Foto</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Sim</td>\n",
       "      <td>Não</td>\n",
       "      <td>Sim</td>\n",
       "      <td>Sim</td>\n",
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       "    <tr>\n",
       "      <th>4673</th>\n",
       "      <td>4673</td>\n",
       "      <td>NaN</td>\n",
       "      <td>COLIGAÇÃO MOVIMENTO SOCIAL CRISTÃO</td>\n",
       "      <td>Político</td>\n",
       "      <td>Giovani Gionedis</td>\n",
       "      <td>23254645987</td>\n",
       "      <td>PSC</td>\n",
       "      <td>Internet Group S/A</td>\n",
       "      <td>Site www.porcoxa.hpg.ig.com.br</td>\n",
       "      <td>73260.2002.616.0000</td>\n",
       "      <td>...</td>\n",
       "      <td>MARCELO MALUCELLI</td>\n",
       "      <td>Representação fundada na possível realização d...</td>\n",
       "      <td>Difamação</td>\n",
       "      <td>Texto, Foto</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Sim</td>\n",
       "      <td>Sim</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4674</th>\n",
       "      <td>4674</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RONALDO CALGARO E MARLENE PAIXÃO CALGARO</td>\n",
       "      <td>Exposto na mídia</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ABRIL COMUNICAÇÕES S/A</td>\n",
       "      <td>Veja</td>\n",
       "      <td>0002098-81.2002.8.26.0100</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Alegação de ofensa em razão da matéria \"Famíli...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Texto</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não Deferido</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4675</th>\n",
       "      <td>4675</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HEMOPROT INDUSTRIA E COMERCIO DE PRODUTOS FRIG...</td>\n",
       "      <td>Empresa</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>GOOGLE BRASIL INTERNET LTDA.</td>\n",
       "      <td>YOUTUBE</td>\n",
       "      <td>1006506-93.2017.8.11.0002</td>\n",
       "      <td>...</td>\n",
       "      <td>LUIS OTÁVIO PEREIRA MARQUES</td>\n",
       "      <td>Hemoprot Indústria e Comércio de Produtos Frig...</td>\n",
       "      <td>Difamação</td>\n",
       "      <td>Vídeo</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Não</td>\n",
       "      <td>Sim</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 26 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      index ID_Interno                                              Autor  \\\n",
       "4671   4671        NaN                          LINHA AMARELA S/A - LAMSA   \n",
       "4672   4672        NaN                                  VÊNETO JÓIAS LTDA   \n",
       "4673   4673        NaN                 COLIGAÇÃO MOVIMENTO SOCIAL CRISTÃO   \n",
       "4674   4674        NaN           RONALDO CALGARO E MARLENE PAIXÃO CALGARO   \n",
       "4675   4675        NaN  HEMOPROT INDUSTRIA E COMERCIO DE PRODUTOS FRIG...   \n",
       "\n",
       "        Quem_é_o_Autor Nome_Político_Autor* CPF_Político_Autor*  \\\n",
       "4671           Empresa                  NaN                 NaN   \n",
       "4672           Empresa                  NaN                 NaN   \n",
       "4673          Político     Giovani Gionedis         23254645987   \n",
       "4674  Exposto na mídia                  NaN                 NaN   \n",
       "4675           Empresa                  NaN                 NaN   \n",
       "\n",
       "     Partido_Político_Autor*  \\\n",
       "4671                     NaN   \n",
       "4672                     NaN   \n",
       "4673                     PSC   \n",
       "4674                     NaN   \n",
       "4675                     NaN   \n",
       "\n",
       "                                             Empresa_Ré  \\\n",
       "4671  Facebook Serviços Online do Brasil LTDA|Google...   \n",
       "4672  SBK - Empresa de Comunicação Ltda | Zero Hora ...   \n",
       "4673                                 Internet Group S/A   \n",
       "4674                             ABRIL COMUNICAÇÕES S/A   \n",
       "4675                       GOOGLE BRASIL INTERNET LTDA.   \n",
       "\n",
       "             Publicação_Alvo_ou_Representação_ou_Ofício  \\\n",
       "4671  https://www.facebook.com/podridoesdojudiciario...   \n",
       "4672                                                NaN   \n",
       "4673                     Site www.porcoxa.hpg.ig.com.br   \n",
       "4674                                               Veja   \n",
       "4675                                            YOUTUBE   \n",
       "\n",
       "                Número_Processo  ...                 Nome_do_Juiz  \\\n",
       "4671  0009319-69.2005.8.19.0209  ...     Mario Cunha Olinto Filho   \n",
       "4672  0013591-91.2004.8.21.0078  ...             Paulo Meneghetti   \n",
       "4673        73260.2002.616.0000  ...            MARCELO MALUCELLI   \n",
       "4674  0002098-81.2002.8.26.0100  ...                          NaN   \n",
       "4675  1006506-93.2017.8.11.0002  ...  LUIS OTÁVIO PEREIRA MARQUES   \n",
       "\n",
       "                             Resumo_do_Conteúdo_Postado  \\\n",
       "4671  LINHA AMARELA S/A - LAMSA propôs ação ordinári...   \n",
       "4672  VÊNETO JÓIAS LTDA ajuizou ação de indenização ...   \n",
       "4673  Representação fundada na possível realização d...   \n",
       "4674  Alegação de ofensa em razão da matéria \"Famíli...   \n",
       "4675  Hemoprot Indústria e Comércio de Produtos Frig...   \n",
       "\n",
       "                          Alegação      Formato Solicitou_Dados  \\\n",
       "4671                     Difamação        Texto             Não   \n",
       "4672  Violação a direitos autorais  Texto, Foto             Não   \n",
       "4673                     Difamação  Texto, Foto             Não   \n",
       "4674                           NaN        Texto             Não   \n",
       "4675                     Difamação        Vídeo             Não   \n",
       "\n",
       "     Solicitou_Direito_de_Resposta Solicitou_Monitoramento Solicitou_Prisão  \\\n",
       "4671                           Não      Deferido Pelo Juiz              Não   \n",
       "4672                           Não                     Sim              Não   \n",
       "4673                           Não                     Não              Não   \n",
       "4674                           Não                     Não              Não   \n",
       "4675                           Não                     Não              Não   \n",
       "\n",
       "         Solicitou_Multa Retirada_deferida_em_algum_momento  \n",
       "4671  Deferido Pelo Juiz                                Sim  \n",
       "4672                 Sim                                Sim  \n",
       "4673                 Sim                                Sim  \n",
       "4674                 Não                       Não Deferido  \n",
       "4675                 Não                                Sim  \n",
       "\n",
       "[5 rows x 26 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "processos.reset_index().tail()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Maiores autores de ações de retirada de conteúdo"
   ]
  },
  {
   "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>index</th>\n",
       "      <th>Nome_Político_Autor*</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>EXPEDITO GONÇALVES FERREIRA JUNIOR</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MINISTÉRIO PÚBLICO ELEITORAL</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>JAIR MESSIAS BOLSONARO</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AMAZONINO ARMANDO MENDES</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>ROBERTO REQUIAO DE MELLO E SILVA</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>EDUARDO BANKS DOS SANTOS PINHEIRO</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>ANTHONY WILLIAM GAROTINHO MATHEUS DE OLIVEIRA</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>GLADSON DE LIMA CAMELI</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>MARIA SUELY SILVA CAMPOS</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>FLÁVIO DINO DE CASTRO E COSTA</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                           index  Nome_Político_Autor*\n",
       "0             EXPEDITO GONÇALVES FERREIRA JUNIOR                    58\n",
       "1                   MINISTÉRIO PÚBLICO ELEITORAL                    36\n",
       "2                         JAIR MESSIAS BOLSONARO                    34\n",
       "3                       AMAZONINO ARMANDO MENDES                    27\n",
       "4               ROBERTO REQUIAO DE MELLO E SILVA                    22\n",
       "5              EDUARDO BANKS DOS SANTOS PINHEIRO                    22\n",
       "6  ANTHONY WILLIAM GAROTINHO MATHEUS DE OLIVEIRA                    20\n",
       "7                         GLADSON DE LIMA CAMELI                    19\n",
       "8                       MARIA SUELY SILVA CAMPOS                    19\n",
       "9                  FLÁVIO DINO DE CASTRO E COSTA                    17"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "processos['Nome_Político_Autor*'].value_counts().reset_index().head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Empresas mais processadas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "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>index</th>\n",
       "      <th>Empresa_Ré</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA</td>\n",
       "      <td>1850</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>GOOGLE BRASIL INTERNET LTDA.</td>\n",
       "      <td>598</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>UNIVERSO ONLINE S/A</td>\n",
       "      <td>242</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Google Brasil Internet Ltda</td>\n",
       "      <td>92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Reclame Aqui Marcas e Serviços Ltda</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>ABRIL COMUNICAÇÕES S/A</td>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Rádio e Televisão Record S/A</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TWITTER BRASIL REDE DE INFORMAÇÃO LTDA</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>INFOGLOBO COMUNICAÇÃO E PARTICIPAÇÕES S.A.</td>\n",
       "      <td>55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>WHATSAPP INC/LAW ENFORCEMENT &amp; SAFETY MANAGER</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                           index  Empresa_Ré\n",
       "0        FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA        1850\n",
       "1                   GOOGLE BRASIL INTERNET LTDA.         598\n",
       "2                            UNIVERSO ONLINE S/A         242\n",
       "3                    Google Brasil Internet Ltda          92\n",
       "4            Reclame Aqui Marcas e Serviços Ltda          70\n",
       "5                         ABRIL COMUNICAÇÕES S/A          68\n",
       "6                   Rádio e Televisão Record S/A          60\n",
       "7         TWITTER BRASIL REDE DE INFORMAÇÃO LTDA          58\n",
       "8     INFOGLOBO COMUNICAÇÃO E PARTICIPAÇÕES S.A.          55\n",
       "9  WHATSAPP INC/LAW ENFORCEMENT & SAFETY MANAGER          50"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "processos['Empresa_Ré'].value_counts().reset_index().head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Partidos com mais autoria"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "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>index</th>\n",
       "      <th>Partido_Político_Autor*</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>PSDB</td>\n",
       "      <td>441</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MDB</td>\n",
       "      <td>410</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>PT</td>\n",
       "      <td>250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>PDT</td>\n",
       "      <td>194</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>NAO ESPECIFICADO</td>\n",
       "      <td>189</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>PP</td>\n",
       "      <td>189</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>PSD</td>\n",
       "      <td>173</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>PSB</td>\n",
       "      <td>164</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>PR</td>\n",
       "      <td>126</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>DEM</td>\n",
       "      <td>108</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              index  Partido_Político_Autor*\n",
       "0              PSDB                      441\n",
       "1               MDB                      410\n",
       "2                PT                      250\n",
       "3               PDT                      194\n",
       "4  NAO ESPECIFICADO                      189\n",
       "5                PP                      189\n",
       "6               PSD                      173\n",
       "7               PSB                      164\n",
       "8                PR                      126\n",
       "9               DEM                      108"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "processos['Partido_Político_Autor*'].value_counts().reset_index().head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Deixa o campo de data pronto para filtros"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "processos['Data_da_Propositura'] = pd.to_datetime(processos['Data_da_Propositura'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Apenas os processos de 2018"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "mask = (processos['Data_da_Propositura'].dt.year == 2018)\n",
    "processos_2018 = processos[mask]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Maiores autores"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
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       "    .dataframe thead th {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>Nome_Político_Autor*</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>JAIR MESSIAS BOLSONARO</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>EXPEDITO GONÇALVES FERREIRA JUNIOR</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MARIA SUELY SILVA CAMPOS</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AMAZONINO ARMANDO MENDES</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CARLOS EDUARDO DE SOUZA BRAGA</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>HELDER ZAHLUTH BARBALHO</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>ROMERO JUCÁ FILHO</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>João Dória</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>FERNANDO HADDAD</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>ROSEANA SARNEY MURAD</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                index  Nome_Político_Autor*\n",
       "0              JAIR MESSIAS BOLSONARO                    33\n",
       "1  EXPEDITO GONÇALVES FERREIRA JUNIOR                    24\n",
       "2            MARIA SUELY SILVA CAMPOS                    18\n",
       "3            AMAZONINO ARMANDO MENDES                    17\n",
       "4       CARLOS EDUARDO DE SOUZA BRAGA                    14\n",
       "5             HELDER ZAHLUTH BARBALHO                    14\n",
       "6                   ROMERO JUCÁ FILHO                    13\n",
       "7                          João Dória                    11\n",
       "8                     FERNANDO HADDAD                    10\n",
       "9                ROSEANA SARNEY MURAD                    10"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "processos_2018['Nome_Político_Autor*'].value_counts().reset_index().head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Empresas mais processadas por JAIR MESSIAS BOLSONARO \t"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "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>index</th>\n",
       "      <th>Empresa_Ré</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TWITTER BRASIL REDE DE INFORMAÇÃO LTDA</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>FOLHA DA MANHÃ S/A</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>ABRIL COMUNICAÇÕES S/A</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>FOLHA DA MANHÃ S/A | DATAFOLHA INSTITUTO DE PE...</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>VALOR ECONÔMICO S/A</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>GOOGLE BRASIL INTERNET LTDA.|PODER360 JORNALIS...</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>BS Studios|GOOGLE BRASIL INTERNET LTDA.</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA|JORNAL...</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>GOOGLE BRASIL INTERNET LTDA.|WHATSAPP INC/LAW ...</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                               index  Empresa_Ré\n",
       "0            FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA          18\n",
       "1             TWITTER BRASIL REDE DE INFORMAÇÃO LTDA           3\n",
       "2                                 FOLHA DA MANHÃ S/A           2\n",
       "3                             ABRIL COMUNICAÇÕES S/A           2\n",
       "4  FOLHA DA MANHÃ S/A | DATAFOLHA INSTITUTO DE PE...           1\n",
       "5                                VALOR ECONÔMICO S/A           1\n",
       "6  GOOGLE BRASIL INTERNET LTDA.|PODER360 JORNALIS...           1\n",
       "7            BS Studios|GOOGLE BRASIL INTERNET LTDA.           1\n",
       "8  FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA|JORNAL...           1\n",
       "9  GOOGLE BRASIL INTERNET LTDA.|WHATSAPP INC/LAW ...           1"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "processos_2018_jair = processos_2018[(processos_2018['Nome_Político_Autor*'] == 'JAIR MESSIAS BOLSONARO')]\n",
    "processos_2018_jair['Empresa_Ré'].value_counts().reset_index().head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "# No dataframe geral mostra quantos processos tiveram Retirada_deferida_em_algum_momento"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "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>Retirada_deferida_em_algum_momento</th>\n",
       "      <th>Número_Processo</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Indeferido</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Não Deferido</td>\n",
       "      <td>1434</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Sem dados</td>\n",
       "      <td>434</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Sem decisão</td>\n",
       "      <td>284</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Sim</td>\n",
       "      <td>2523</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Retirada_deferida_em_algum_momento  Número_Processo\n",
       "0                         Indeferido                1\n",
       "1                       Não Deferido             1434\n",
       "2                          Sem dados              434\n",
       "3                        Sem decisão              284\n",
       "4                                Sim             2523"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "processos.groupby(\"Retirada_deferida_em_algum_momento\").Número_Processo.count().reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Separa dataframe apenas com Retirada_deferida_em_algum_momento como Sim\n",
    "# Maiores autores"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "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>index</th>\n",
       "      <th>Nome_Político_Autor*</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>EXPEDITO GONÇALVES FERREIRA JUNIOR</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MINISTÉRIO PÚBLICO ELEITORAL</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>EDUARDO BANKS DOS SANTOS PINHEIRO</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AMAZONINO ARMANDO MENDES</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>FLÁVIO DINO DE CASTRO E COSTA</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>ROBERTO REQUIAO DE MELLO E SILVA</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>RODRIGO SOBRAL ROLLEMBERG</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>ANTHONY WILLIAM GAROTINHO MATHEUS DE OLIVEIRA</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>CARLOS EDUARDO DE SOUZA BRAGA</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>CARLOS ALBERTO RICHA</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                           index  Nome_Político_Autor*\n",
       "0             EXPEDITO GONÇALVES FERREIRA JUNIOR                    34\n",
       "1                   MINISTÉRIO PÚBLICO ELEITORAL                    28\n",
       "2              EDUARDO BANKS DOS SANTOS PINHEIRO                    20\n",
       "3                       AMAZONINO ARMANDO MENDES                    20\n",
       "4                  FLÁVIO DINO DE CASTRO E COSTA                    14\n",
       "5               ROBERTO REQUIAO DE MELLO E SILVA                    13\n",
       "6                      RODRIGO SOBRAL ROLLEMBERG                    13\n",
       "7  ANTHONY WILLIAM GAROTINHO MATHEUS DE OLIVEIRA                    12\n",
       "8                  CARLOS EDUARDO DE SOUZA BRAGA                    12\n",
       "9                           CARLOS ALBERTO RICHA                    11"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "processos_sim = processos[(processos['Retirada_deferida_em_algum_momento'] == 'Sim')]\n",
    "processos_sim['Nome_Político_Autor*'].value_counts().reset_index().head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Estados com mais autorias de Retirada_deferida_em_algum_momento como Sim"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "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>index</th>\n",
       "      <th>UF</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>SP</td>\n",
       "      <td>656</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>PR</td>\n",
       "      <td>215</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>RJ</td>\n",
       "      <td>180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AM</td>\n",
       "      <td>145</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>MG</td>\n",
       "      <td>116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>GO</td>\n",
       "      <td>102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>SC</td>\n",
       "      <td>91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>RS</td>\n",
       "      <td>89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>BA</td>\n",
       "      <td>88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>DF</td>\n",
       "      <td>79</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  index   UF\n",
       "0    SP  656\n",
       "1    PR  215\n",
       "2    RJ  180\n",
       "3    AM  145\n",
       "4    MG  116\n",
       "5    GO  102\n",
       "6    SC   91\n",
       "7    RS   89\n",
       "8    BA   88\n",
       "9    DF   79"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "processos_sim['UF'].value_counts().reset_index().head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Tribunais com mais autorias de Retirada_deferida_em_algum_momento como Sim"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "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>index</th>\n",
       "      <th>Fórum</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TJ-SP</td>\n",
       "      <td>447</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TRE-SP</td>\n",
       "      <td>208</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TRE-PR</td>\n",
       "      <td>142</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TJ-RJ</td>\n",
       "      <td>103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TRE-BA</td>\n",
       "      <td>77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TRE-RJ</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TRE-AM</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TJ-PR</td>\n",
       "      <td>75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TRE-GO</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TJ-AM</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    index  Fórum\n",
       "0   TJ-SP    447\n",
       "1  TRE-SP    208\n",
       "2  TRE-PR    142\n",
       "3   TJ-RJ    103\n",
       "4  TRE-BA     77\n",
       "5  TRE-RJ     76\n",
       "6  TRE-AM     76\n",
       "7   TJ-PR     75\n",
       "8  TRE-GO     73\n",
       "9   TJ-AM     70"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "processos_sim['Fórum'].value_counts().reset_index().head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Empresas com mais alvo de Retirada_deferida_em_algum_momento como Sim"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
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       "        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>index</th>\n",
       "      <th>Empresa_Ré</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA</td>\n",
       "      <td>1099</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>GOOGLE BRASIL INTERNET LTDA.</td>\n",
       "      <td>453</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>UNIVERSO ONLINE S/A</td>\n",
       "      <td>89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TWITTER BRASIL REDE DE INFORMAÇÃO LTDA</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Facebook Serviços Online do Brasil LTDA|Google...</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Rádio e Televisão Record S/A</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>ABRIL COMUNICAÇÕES S/A</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>WHATSAPP INC/LAW ENFORCEMENT &amp; SAFETY MANAGER</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>INFOGLOBO COMUNICAÇÃO E PARTICIPAÇÕES S.A.</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Google Brasil Internet Ltda</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                               index  Empresa_Ré\n",
       "0            FACEBOOK SERVIÇOS ONLINE DO BRASIL LTDA        1099\n",
       "1                       GOOGLE BRASIL INTERNET LTDA.         453\n",
       "2                                UNIVERSO ONLINE S/A          89\n",
       "3             TWITTER BRASIL REDE DE INFORMAÇÃO LTDA          34\n",
       "4  Facebook Serviços Online do Brasil LTDA|Google...          31\n",
       "5                       Rádio e Televisão Record S/A          29\n",
       "6                             ABRIL COMUNICAÇÕES S/A          26\n",
       "7      WHATSAPP INC/LAW ENFORCEMENT & SAFETY MANAGER          24\n",
       "8         INFOGLOBO COMUNICAÇÃO E PARTICIPAÇÕES S.A.          21\n",
       "9                        Google Brasil Internet Ltda          21"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "processos_sim['Empresa_Ré'].value_counts().reset_index().head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Processos como Retirada_deferida_em_algum_momento como Sim encontrados por ano"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Data_da_Propositura\n",
       "2002.0      1\n",
       "2004.0      1\n",
       "2005.0      1\n",
       "2006.0     12\n",
       "2007.0      5\n",
       "2008.0     18\n",
       "2009.0     16\n",
       "2010.0     35\n",
       "2011.0     28\n",
       "2012.0    369\n",
       "2013.0    110\n",
       "2014.0    500\n",
       "2015.0    210\n",
       "2016.0    534\n",
       "2017.0    217\n",
       "2018.0    459\n",
       "2019.0      6\n",
       "Name: Data_da_Propositura, dtype: int64"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "processos_sim['Data_da_Propositura'].groupby([processos_sim.Data_da_Propositura.dt.year]).agg('count')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Int64Index: 2523 entries, 5 to 4675\n",
      "Data columns (total 25 columns):\n",
      "ID_Interno                                    261 non-null object\n",
      "Autor                                         2523 non-null object\n",
      "Quem_é_o_Autor                                2523 non-null object\n",
      "Nome_Político_Autor*                          1643 non-null object\n",
      "CPF_Político_Autor*                           1643 non-null object\n",
      "Partido_Político_Autor*                       1638 non-null object\n",
      "Empresa_Ré                                    2523 non-null object\n",
      "Publicação_Alvo_ou_Representação_ou_Ofício    1982 non-null object\n",
      "Número_Processo                               2523 non-null object\n",
      "URL_do_Processo                               2474 non-null object\n",
      "Data_da_Propositura                           2522 non-null datetime64[ns]\n",
      "UF                                            2523 non-null object\n",
      "Cidade                                        2518 non-null object\n",
      "Fórum                                         2523 non-null object\n",
      "Vara                                          1172 non-null object\n",
      "Nome_do_Juiz                                  2421 non-null object\n",
      "Resumo_do_Conteúdo_Postado                    2523 non-null object\n",
      "Alegação                                      2460 non-null object\n",
      "Formato                                       2495 non-null object\n",
      "Solicitou_Dados                               2523 non-null object\n",
      "Solicitou_Direito_de_Resposta                 2523 non-null object\n",
      "Solicitou_Monitoramento                       2523 non-null object\n",
      "Solicitou_Prisão                              2523 non-null object\n",
      "Solicitou_Multa                               2523 non-null object\n",
      "Retirada_deferida_em_algum_momento            2523 non-null object\n",
      "dtypes: datetime64[ns](1), object(24)\n",
      "memory usage: 592.5+ KB\n"
     ]
    }
   ],
   "source": [
    "processos_sim.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "candidatos_2018 = pd.read_csv(\"/Users/abraji/Code/abraji/publique_se/repo/dados_politicos/consulta_cand_2018/consulta_cand_2018_BRASIL.csv\",\\\n",
    "                              sep=';', \\\n",
    "                              encoding='latin_1', \\\n",
    "                              converters={'NR_CPF_CANDIDATO': lambda x: str(x),\n",
    "                                          'SQ_CANDIDATO': lambda x: str(x)},\\\n",
    "                              usecols=['NR_CPF_CANDIDATO',\n",
    "                                       'NM_CANDIDATO',\n",
    "                                       'ANO_ELEICAO',\n",
    "                                       'SQ_CANDIDATO',\n",
    "                                       'DS_CARGO',\n",
    "                                       'SG_UF',\n",
    "                                      'DS_SIT_TOT_TURNO'])\n",
    "\n",
    "identificador = candidatos_2018['DS_SIT_TOT_TURNO'].isin(['ELEITO', \n",
    "                                                     'ELEITO POR MÉDIA',\n",
    "                                                     'ELEITO POR QP']) \n",
    "\n",
    "eleitos = candidatos_2018[identificador]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Int64Index: 1790 entries, 5 to 29108\n",
      "Data columns (total 7 columns):\n",
      "ANO_ELEICAO         1790 non-null int64\n",
      "SG_UF               1790 non-null object\n",
      "DS_CARGO            1790 non-null object\n",
      "SQ_CANDIDATO        1790 non-null object\n",
      "NM_CANDIDATO        1790 non-null object\n",
      "NR_CPF_CANDIDATO    1790 non-null object\n",
      "DS_SIT_TOT_TURNO    1790 non-null object\n",
      "dtypes: int64(1), object(6)\n",
      "memory usage: 111.9+ KB\n"
     ]
    }
   ],
   "source": [
    "eleitos.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "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>index</th>\n",
       "      <th>ANO_ELEICAO</th>\n",
       "      <th>SG_UF</th>\n",
       "      <th>DS_CARGO</th>\n",
       "      <th>SQ_CANDIDATO</th>\n",
       "      <th>NM_CANDIDATO</th>\n",
       "      <th>NR_CPF_CANDIDATO</th>\n",
       "      <th>DS_SIT_TOT_TURNO</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>5</td>\n",
       "      <td>2018</td>\n",
       "      <td>MG</td>\n",
       "      <td>DEPUTADO FEDERAL</td>\n",
       "      <td>130000616635</td>\n",
       "      <td>MARCELO HENRIQUE TEIXEIRA DIAS</td>\n",
       "      <td>00649039661</td>\n",
       "      <td>ELEITO POR QP</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10</td>\n",
       "      <td>2018</td>\n",
       "      <td>RJ</td>\n",
       "      <td>DEPUTADO FEDERAL</td>\n",
       "      <td>190000601128</td>\n",
       "      <td>ALEXANDRE AUGUSTUS SERFIOTIS</td>\n",
       "      <td>02440200786</td>\n",
       "      <td>ELEITO POR QP</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>22</td>\n",
       "      <td>2018</td>\n",
       "      <td>BA</td>\n",
       "      <td>DEPUTADO ESTADUAL</td>\n",
       "      <td>50000607999</td>\n",
       "      <td>ANDRÉ ROGÉRIO DE ARAÚJO ANDRADE FILHO</td>\n",
       "      <td>04886285554</td>\n",
       "      <td>ELEITO POR QP</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>47</td>\n",
       "      <td>2018</td>\n",
       "      <td>MA</td>\n",
       "      <td>DEPUTADO ESTADUAL</td>\n",
       "      <td>100000601757</td>\n",
       "      <td>RICARDO TADEU RIBEIRO PEARCE</td>\n",
       "      <td>64497658368</td>\n",
       "      <td>ELEITO POR MÉDIA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>59</td>\n",
       "      <td>2018</td>\n",
       "      <td>MG</td>\n",
       "      <td>DEPUTADO ESTADUAL</td>\n",
       "      <td>130000616551</td>\n",
       "      <td>CARLOS HENRIQUE COELHO DE CAMPOS</td>\n",
       "      <td>82910995615</td>\n",
       "      <td>ELEITO POR QP</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   index  ANO_ELEICAO SG_UF           DS_CARGO  SQ_CANDIDATO  \\\n",
       "0      5         2018    MG   DEPUTADO FEDERAL  130000616635   \n",
       "1     10         2018    RJ   DEPUTADO FEDERAL  190000601128   \n",
       "2     22         2018    BA  DEPUTADO ESTADUAL   50000607999   \n",
       "3     47         2018    MA  DEPUTADO ESTADUAL  100000601757   \n",
       "4     59         2018    MG  DEPUTADO ESTADUAL  130000616551   \n",
       "\n",
       "                            NM_CANDIDATO NR_CPF_CANDIDATO  DS_SIT_TOT_TURNO  \n",
       "0         MARCELO HENRIQUE TEIXEIRA DIAS      00649039661     ELEITO POR QP  \n",
       "1           ALEXANDRE AUGUSTUS SERFIOTIS      02440200786     ELEITO POR QP  \n",
       "2  ANDRÉ ROGÉRIO DE ARAÚJO ANDRADE FILHO      04886285554     ELEITO POR QP  \n",
       "3           RICARDO TADEU RIBEIRO PEARCE      64497658368  ELEITO POR MÉDIA  \n",
       "4       CARLOS HENRIQUE COELHO DE CAMPOS      82910995615     ELEITO POR QP  "
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "eleitos.reset_index().head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Exemplo de nuvem de palavras com o texto dos resumos dos processos com Sim para retira de conteúdo\n",
    "# Pode ser aprimorado para retirar stop words ou palavras muito comuns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "from wordcloud import WordCloud\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 2160x1440 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "wordcloud = WordCloud(width=800, height=400).generate(' '.join(processos_sim['Resumo_do_Conteúdo_Postado']))\n",
    "plt.figure( figsize=(30,20) )\n",
    "plt.imshow(wordcloud)\n",
    "plt.axis(\"off\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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
}