From 1152f6060b2761d7e152e05c8c0bc0dedb752b97 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Bruno=20Rigueti=20Brand=C3=A3o?=
 <44707636+rigueti-bruno@users.noreply.github.com>
Date: Thu, 16 May 2024 17:07:54 -0300
Subject: [PATCH] =?UTF-8?q?Extra=C3=A7=C3=A3o,=20Join=20e=20Ajustes=20de?=
 =?UTF-8?q?=20Tabelas?=
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Content-Transfer-Encoding: 8bit

Extração, Join e Ajustes de Tabelas através de Dataframes do Pandas, conexão com Bases de Dados SQL e Importação de Arquivos .csv
---
 TabelasCompostas.ipynb | 2725 ++++++++++++++++++++++++++++++++++++++++
 1 file changed, 2725 insertions(+)
 create mode 100644 TabelasCompostas.ipynb

diff --git a/TabelasCompostas.ipynb b/TabelasCompostas.ipynb
new file mode 100644
index 0000000..83309a4
--- /dev/null
+++ b/TabelasCompostas.ipynb
@@ -0,0 +1,2725 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 288,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import sqlalchemy as sq\n",
+    "from sqlalchemy import text\n",
+    "import pyodbc as po\n",
+    "import pymysql as pm"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 289,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:1: SyntaxWarning: invalid escape sequence '\\I'\n",
+      "<>:1: SyntaxWarning: invalid escape sequence '\\I'\n",
+      "C:\\Users\\Controladoria\\AppData\\Local\\Temp\\ipykernel_17084\\3766686350.py:1: SyntaxWarning: invalid escape sequence '\\I'\n",
+      "  SERVER = 'SEVENTH\\INSIDEINS'\n"
+     ]
+    }
+   ],
+   "source": [
+    "SERVER = 'SEVENTH\\INSIDEINS'\n",
+    "DATABASE = 'Service'\n",
+    "DRIVER = 'SQL Server Native Client 11.0'\n",
+    "USERNAME = 'controladoria'\n",
+    "PASSWORD = 'Brb1508.'\n",
+    "DATABASE_CONNECTION = f'mssql://{USERNAME}:{PASSWORD}@{SERVER}/{DATABASE}?driver={DRIVER}'\n",
+    "\n",
+    "engine = sq.create_engine(DATABASE_CONNECTION)\n",
+    "connection = engine.connect()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 290,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "CentroResultados = pd.read_sql_query('SELECT * FROM [Service].[dbo].[CentroResultados]',connection)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 291,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "CentroResultados = CentroResultados.query(\"ApuraResultado == True\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 292,
+   "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>CodInterno</th>\n",
+       "      <th>Descrição</th>\n",
+       "      <th>ReceitaDespesa</th>\n",
+       "      <th>Tipo</th>\n",
+       "      <th>Rateia</th>\n",
+       "      <th>Ordem</th>\n",
+       "      <th>TpRateio</th>\n",
+       "      <th>RatResultados</th>\n",
+       "      <th>RateiaEmpresa</th>\n",
+       "      <th>ApuraResultado</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>87.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>88.0</td>\n",
+       "      <td>Receita venda de produtos</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>224.0</td>\n",
+       "      <td>Receita facilities</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>90.0</td>\n",
+       "      <td>Recebimento de empréstimo</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>91.0</td>\n",
+       "      <td>Juros Recebidos</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>True</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",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110</th>\n",
+       "      <td>267.0</td>\n",
+       "      <td>Antivírus</td>\n",
+       "      <td>D</td>\n",
+       "      <td>Despesa Operacional</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111</th>\n",
+       "      <td>270.0</td>\n",
+       "      <td>Receita escolta armada</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112</th>\n",
+       "      <td>272.0</td>\n",
+       "      <td>Cesta básica</td>\n",
+       "      <td>D</td>\n",
+       "      <td>Folha de Pagamento</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113</th>\n",
+       "      <td>276.0</td>\n",
+       "      <td>Acordo Judicial</td>\n",
+       "      <td>D</td>\n",
+       "      <td>Folha de Pagamento</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125</th>\n",
+       "      <td>256.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>D</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>False</td>\n",
+       "      <td>4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>101 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     CodInterno                         Descrição ReceitaDespesa  \\\n",
+       "0          87.0             Receita monitoramento              R   \n",
+       "1          88.0         Receita venda de produtos              R   \n",
+       "2         224.0                Receita facilities              R   \n",
+       "3          90.0         Recebimento de empréstimo              R   \n",
+       "4          91.0                   Juros Recebidos              R   \n",
+       "..          ...                               ...            ...   \n",
+       "110       267.0                         Antivírus              D   \n",
+       "111       270.0            Receita escolta armada              R   \n",
+       "112       272.0                      Cesta básica              D   \n",
+       "113       276.0                   Acordo Judicial              D   \n",
+       "125       256.0  Encargos/Tarifas Polícia Federal              D   \n",
+       "\n",
+       "                    Tipo  Rateia  Ordem  TpRateio  RatResultados  \\\n",
+       "0               Entradas   False      3         0              0   \n",
+       "1               Entradas   False      3         0              0   \n",
+       "2               Entradas   False      3         0              0   \n",
+       "3               Entradas   False      3         0              0   \n",
+       "4               Entradas   False      3         0              0   \n",
+       "..                   ...     ...    ...       ...            ...   \n",
+       "110  Despesa Operacional   False      4         0              0   \n",
+       "111             Entradas   False      3         0              0   \n",
+       "112   Folha de Pagamento   False      4         0              0   \n",
+       "113   Folha de Pagamento   False      4         0              0   \n",
+       "125             Impostos   False      4         0              0   \n",
+       "\n",
+       "     RateiaEmpresa  ApuraResultado  \n",
+       "0              0.0            True  \n",
+       "1              0.0            True  \n",
+       "2              0.0            True  \n",
+       "3              0.0            True  \n",
+       "4              NaN            True  \n",
+       "..             ...             ...  \n",
+       "110            0.0            True  \n",
+       "111            0.0            True  \n",
+       "112            0.0            True  \n",
+       "113            0.0            True  \n",
+       "125            0.0            True  \n",
+       "\n",
+       "[101 rows x 10 columns]"
+      ]
+     },
+     "execution_count": 292,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "CentroResultados"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 293,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "SubContas = pd.read_sql_query('SELECT * FROM [Service].[dbo].[SubContas]',connection)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 294,
+   "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>CodInterno</th>\n",
+       "      <th>Descrição</th>\n",
+       "      <th>CentroResultados</th>\n",
+       "      <th>Veículos</th>\n",
+       "      <th>DespVeículos</th>\n",
+       "      <th>Detalhada</th>\n",
+       "      <th>ContaExportacao</th>\n",
+       "      <th>Inativo</th>\n",
+       "      <th>CentroVinculado</th>\n",
+       "      <th>SomaBI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>43.0</td>\n",
+       "      <td>Receita monitoramento de alarme</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>False</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>47.0</td>\n",
+       "      <td>Receita venda de produtos</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>False</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>76.0</td>\n",
+       "      <td>Receita posto de serviço porteiro</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>450.0</td>\n",
+       "      <td>Recebimento de empréstimo</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>False</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>1571.0</td>\n",
+       "      <td>Juros Recebidos</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>False</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>False</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",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252</th>\n",
+       "      <td>101.0</td>\n",
+       "      <td>Taxa maquina de cartão</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253</th>\n",
+       "      <td>102.0</td>\n",
+       "      <td>Tarifas PIX/ TED/ DOC</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254</th>\n",
+       "      <td>168.0</td>\n",
+       "      <td>Ajuda de custo</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255</th>\n",
+       "      <td>169.0</td>\n",
+       "      <td>Pensão alimentícia</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256</th>\n",
+       "      <td>193.0</td>\n",
+       "      <td>Técnico terceirizado para projetos energia solar</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>257 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     CodInterno                                         Descrição  \\\n",
+       "0          43.0                   Receita monitoramento de alarme   \n",
+       "1          47.0                         Receita venda de produtos   \n",
+       "2          76.0                 Receita posto de serviço porteiro   \n",
+       "3         450.0                         Recebimento de empréstimo   \n",
+       "4        1571.0                                   Juros Recebidos   \n",
+       "..          ...                                               ...   \n",
+       "252       101.0                            Taxa maquina de cartão   \n",
+       "253       102.0                             Tarifas PIX/ TED/ DOC   \n",
+       "254       168.0                                    Ajuda de custo   \n",
+       "255       169.0                                Pensão alimentícia   \n",
+       "256       193.0  Técnico terceirizado para projetos energia solar   \n",
+       "\n",
+       "     CentroResultados Veículos  DespVeículos Detalhada ContaExportacao  \\\n",
+       "0                87.0    False           NaN     False            None   \n",
+       "1                88.0    False           NaN     False            None   \n",
+       "2               224.0    False           NaN      None            None   \n",
+       "3                90.0    False           NaN     False            None   \n",
+       "4                91.0    False           NaN     False            None   \n",
+       "..                ...      ...           ...       ...             ...   \n",
+       "252             240.0    False           NaN      None            None   \n",
+       "253             129.0    False           NaN      None            None   \n",
+       "254             260.0    False           NaN      None            None   \n",
+       "255             263.0    False           NaN      None            None   \n",
+       "256             264.0    False           NaN      None            None   \n",
+       "\n",
+       "    Inativo  CentroVinculado SomaBI  \n",
+       "0     False              8.0  False  \n",
+       "1     False              7.0  False  \n",
+       "2     False             14.0  False  \n",
+       "3     False             12.0  False  \n",
+       "4     False             12.0  False  \n",
+       "..      ...              ...    ...  \n",
+       "252   False             15.0  False  \n",
+       "253   False             15.0  False  \n",
+       "254   False              NaN  False  \n",
+       "255   False              NaN  False  \n",
+       "256   False              7.0  False  \n",
+       "\n",
+       "[257 rows x 10 columns]"
+      ]
+     },
+     "execution_count": 294,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "SubContas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 295,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "SubContas = SubContas.rename(columns={'CodInterno':'CentroResultados','CentroResultados':'CodInterno'})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 296,
+   "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",
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+       "\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>CentroResultados</th>\n",
+       "      <th>Descrição</th>\n",
+       "      <th>CodInterno</th>\n",
+       "      <th>Veículos</th>\n",
+       "      <th>DespVeículos</th>\n",
+       "      <th>Detalhada</th>\n",
+       "      <th>ContaExportacao</th>\n",
+       "      <th>Inativo</th>\n",
+       "      <th>CentroVinculado</th>\n",
+       "      <th>SomaBI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>43.0</td>\n",
+       "      <td>Receita monitoramento de alarme</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>False</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>47.0</td>\n",
+       "      <td>Receita venda de produtos</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>False</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>76.0</td>\n",
+       "      <td>Receita posto de serviço porteiro</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>450.0</td>\n",
+       "      <td>Recebimento de empréstimo</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>False</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>1571.0</td>\n",
+       "      <td>Juros Recebidos</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>False</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>False</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",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252</th>\n",
+       "      <td>101.0</td>\n",
+       "      <td>Taxa maquina de cartão</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253</th>\n",
+       "      <td>102.0</td>\n",
+       "      <td>Tarifas PIX/ TED/ DOC</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254</th>\n",
+       "      <td>168.0</td>\n",
+       "      <td>Ajuda de custo</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255</th>\n",
+       "      <td>169.0</td>\n",
+       "      <td>Pensão alimentícia</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256</th>\n",
+       "      <td>193.0</td>\n",
+       "      <td>Técnico terceirizado para projetos energia solar</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>257 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     CentroResultados                                         Descrição  \\\n",
+       "0                43.0                   Receita monitoramento de alarme   \n",
+       "1                47.0                         Receita venda de produtos   \n",
+       "2                76.0                 Receita posto de serviço porteiro   \n",
+       "3               450.0                         Recebimento de empréstimo   \n",
+       "4              1571.0                                   Juros Recebidos   \n",
+       "..                ...                                               ...   \n",
+       "252             101.0                            Taxa maquina de cartão   \n",
+       "253             102.0                             Tarifas PIX/ TED/ DOC   \n",
+       "254             168.0                                    Ajuda de custo   \n",
+       "255             169.0                                Pensão alimentícia   \n",
+       "256             193.0  Técnico terceirizado para projetos energia solar   \n",
+       "\n",
+       "     CodInterno Veículos  DespVeículos Detalhada ContaExportacao Inativo  \\\n",
+       "0          87.0    False           NaN     False            None   False   \n",
+       "1          88.0    False           NaN     False            None   False   \n",
+       "2         224.0    False           NaN      None            None   False   \n",
+       "3          90.0    False           NaN     False            None   False   \n",
+       "4          91.0    False           NaN     False            None   False   \n",
+       "..          ...      ...           ...       ...             ...     ...   \n",
+       "252       240.0    False           NaN      None            None   False   \n",
+       "253       129.0    False           NaN      None            None   False   \n",
+       "254       260.0    False           NaN      None            None   False   \n",
+       "255       263.0    False           NaN      None            None   False   \n",
+       "256       264.0    False           NaN      None            None   False   \n",
+       "\n",
+       "     CentroVinculado SomaBI  \n",
+       "0                8.0  False  \n",
+       "1                7.0  False  \n",
+       "2               14.0  False  \n",
+       "3               12.0  False  \n",
+       "4               12.0  False  \n",
+       "..               ...    ...  \n",
+       "252             15.0  False  \n",
+       "253             15.0  False  \n",
+       "254              NaN  False  \n",
+       "255              NaN  False  \n",
+       "256              7.0  False  \n",
+       "\n",
+       "[257 rows x 10 columns]"
+      ]
+     },
+     "execution_count": 296,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "SubContas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 297,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Codigos = SubContas.filter(['CentroResultados','CodInterno'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 298,
+   "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>CentroResultados</th>\n",
+       "      <th>CodInterno</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>43.0</td>\n",
+       "      <td>87.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>47.0</td>\n",
+       "      <td>88.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>76.0</td>\n",
+       "      <td>224.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>450.0</td>\n",
+       "      <td>90.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>1571.0</td>\n",
+       "      <td>91.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252</th>\n",
+       "      <td>101.0</td>\n",
+       "      <td>240.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253</th>\n",
+       "      <td>102.0</td>\n",
+       "      <td>129.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254</th>\n",
+       "      <td>168.0</td>\n",
+       "      <td>260.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255</th>\n",
+       "      <td>169.0</td>\n",
+       "      <td>263.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256</th>\n",
+       "      <td>193.0</td>\n",
+       "      <td>264.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>257 rows × 2 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     CentroResultados  CodInterno\n",
+       "0                43.0        87.0\n",
+       "1                47.0        88.0\n",
+       "2                76.0       224.0\n",
+       "3               450.0        90.0\n",
+       "4              1571.0        91.0\n",
+       "..                ...         ...\n",
+       "252             101.0       240.0\n",
+       "253             102.0       129.0\n",
+       "254             168.0       260.0\n",
+       "255             169.0       263.0\n",
+       "256             193.0       264.0\n",
+       "\n",
+       "[257 rows x 2 columns]"
+      ]
+     },
+     "execution_count": 298,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Codigos"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 299,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Contas = CentroResultados.filter(['CodInterno','Descrição','ReceitaDespesa','Tipo'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 300,
+   "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>CodInterno</th>\n",
+       "      <th>Descrição</th>\n",
+       "      <th>ReceitaDespesa</th>\n",
+       "      <th>Tipo</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>87.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>88.0</td>\n",
+       "      <td>Receita venda de produtos</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>224.0</td>\n",
+       "      <td>Receita facilities</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>90.0</td>\n",
+       "      <td>Recebimento de empréstimo</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>91.0</td>\n",
+       "      <td>Juros Recebidos</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110</th>\n",
+       "      <td>267.0</td>\n",
+       "      <td>Antivírus</td>\n",
+       "      <td>D</td>\n",
+       "      <td>Despesa Operacional</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111</th>\n",
+       "      <td>270.0</td>\n",
+       "      <td>Receita escolta armada</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112</th>\n",
+       "      <td>272.0</td>\n",
+       "      <td>Cesta básica</td>\n",
+       "      <td>D</td>\n",
+       "      <td>Folha de Pagamento</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113</th>\n",
+       "      <td>276.0</td>\n",
+       "      <td>Acordo Judicial</td>\n",
+       "      <td>D</td>\n",
+       "      <td>Folha de Pagamento</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125</th>\n",
+       "      <td>256.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>D</td>\n",
+       "      <td>Impostos</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>101 rows × 4 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     CodInterno                         Descrição ReceitaDespesa  \\\n",
+       "0          87.0             Receita monitoramento              R   \n",
+       "1          88.0         Receita venda de produtos              R   \n",
+       "2         224.0                Receita facilities              R   \n",
+       "3          90.0         Recebimento de empréstimo              R   \n",
+       "4          91.0                   Juros Recebidos              R   \n",
+       "..          ...                               ...            ...   \n",
+       "110       267.0                         Antivírus              D   \n",
+       "111       270.0            Receita escolta armada              R   \n",
+       "112       272.0                      Cesta básica              D   \n",
+       "113       276.0                   Acordo Judicial              D   \n",
+       "125       256.0  Encargos/Tarifas Polícia Federal              D   \n",
+       "\n",
+       "                    Tipo  \n",
+       "0               Entradas  \n",
+       "1               Entradas  \n",
+       "2               Entradas  \n",
+       "3               Entradas  \n",
+       "4               Entradas  \n",
+       "..                   ...  \n",
+       "110  Despesa Operacional  \n",
+       "111             Entradas  \n",
+       "112   Folha de Pagamento  \n",
+       "113   Folha de Pagamento  \n",
+       "125             Impostos  \n",
+       "\n",
+       "[101 rows x 4 columns]"
+      ]
+     },
+     "execution_count": 300,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Contas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 301,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Rubricas = pd.merge(Contas,Codigos,how='inner',on='CodInterno')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 302,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Rubricas = Rubricas.rename(columns={'Descrição':'Nome','Tipo':'Classe'})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 303,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "\n",
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+       "        vertical-align: top;\n",
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+       "\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>CodInterno</th>\n",
+       "      <th>Nome</th>\n",
+       "      <th>ReceitaDespesa</th>\n",
+       "      <th>Classe</th>\n",
+       "      <th>CentroResultados</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>87.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>87.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>129.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>87.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>217.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>87.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>218.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>87.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>R</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>216.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225</th>\n",
+       "      <td>276.0</td>\n",
+       "      <td>Acordo Judicial</td>\n",
+       "      <td>D</td>\n",
+       "      <td>Folha de Pagamento</td>\n",
+       "      <td>219.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226</th>\n",
+       "      <td>256.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>D</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>150.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227</th>\n",
+       "      <td>256.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>D</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>153.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228</th>\n",
+       "      <td>256.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>D</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>157.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229</th>\n",
+       "      <td>256.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>D</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>149.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>230 rows × 5 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     CodInterno                              Nome ReceitaDespesa  \\\n",
+       "0          87.0             Receita monitoramento              R   \n",
+       "1          87.0             Receita monitoramento              R   \n",
+       "2          87.0             Receita monitoramento              R   \n",
+       "3          87.0             Receita monitoramento              R   \n",
+       "4          87.0             Receita monitoramento              R   \n",
+       "..          ...                               ...            ...   \n",
+       "225       276.0                   Acordo Judicial              D   \n",
+       "226       256.0  Encargos/Tarifas Polícia Federal              D   \n",
+       "227       256.0  Encargos/Tarifas Polícia Federal              D   \n",
+       "228       256.0  Encargos/Tarifas Polícia Federal              D   \n",
+       "229       256.0  Encargos/Tarifas Polícia Federal              D   \n",
+       "\n",
+       "                 Classe  CentroResultados  \n",
+       "0              Entradas              43.0  \n",
+       "1              Entradas             129.0  \n",
+       "2              Entradas             217.0  \n",
+       "3              Entradas             218.0  \n",
+       "4              Entradas             216.0  \n",
+       "..                  ...               ...  \n",
+       "225  Folha de Pagamento             219.0  \n",
+       "226            Impostos             150.0  \n",
+       "227            Impostos             153.0  \n",
+       "228            Impostos             157.0  \n",
+       "229            Impostos             149.0  \n",
+       "\n",
+       "[230 rows x 5 columns]"
+      ]
+     },
+     "execution_count": 303,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Rubricas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 304,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Rubricas = Rubricas.filter(['CentroResultados','Nome','Classe','ReceitaDespesa'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 305,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
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+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
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+       "\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>CentroResultados</th>\n",
+       "      <th>Nome</th>\n",
+       "      <th>Classe</th>\n",
+       "      <th>ReceitaDespesa</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>43.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>R</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>129.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>R</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>217.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>R</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>218.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>R</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>216.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>R</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225</th>\n",
+       "      <td>219.0</td>\n",
+       "      <td>Acordo Judicial</td>\n",
+       "      <td>Folha de Pagamento</td>\n",
+       "      <td>D</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226</th>\n",
+       "      <td>150.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>D</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227</th>\n",
+       "      <td>153.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>D</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228</th>\n",
+       "      <td>157.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>D</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229</th>\n",
+       "      <td>149.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>D</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>230 rows × 4 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     CentroResultados                              Nome              Classe  \\\n",
+       "0                43.0             Receita monitoramento            Entradas   \n",
+       "1               129.0             Receita monitoramento            Entradas   \n",
+       "2               217.0             Receita monitoramento            Entradas   \n",
+       "3               218.0             Receita monitoramento            Entradas   \n",
+       "4               216.0             Receita monitoramento            Entradas   \n",
+       "..                ...                               ...                 ...   \n",
+       "225             219.0                   Acordo Judicial  Folha de Pagamento   \n",
+       "226             150.0  Encargos/Tarifas Polícia Federal            Impostos   \n",
+       "227             153.0  Encargos/Tarifas Polícia Federal            Impostos   \n",
+       "228             157.0  Encargos/Tarifas Polícia Federal            Impostos   \n",
+       "229             149.0  Encargos/Tarifas Polícia Federal            Impostos   \n",
+       "\n",
+       "    ReceitaDespesa  \n",
+       "0                R  \n",
+       "1                R  \n",
+       "2                R  \n",
+       "3                R  \n",
+       "4                R  \n",
+       "..             ...  \n",
+       "225              D  \n",
+       "226              D  \n",
+       "227              D  \n",
+       "228              D  \n",
+       "229              D  \n",
+       "\n",
+       "[230 rows x 4 columns]"
+      ]
+     },
+     "execution_count": 305,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Rubricas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 306,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Classes = pd.read_csv('Classe.csv',sep=';')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 307,
+   "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>CodClasse</th>\n",
+       "      <th>Classe</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1</td>\n",
+       "      <td>Entradas</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2</td>\n",
+       "      <td>Administrativas</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3</td>\n",
+       "      <td>Despesa Operacional</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4</td>\n",
+       "      <td>Despesas fixas</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>5</td>\n",
+       "      <td>Financiamentos</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>6</td>\n",
+       "      <td>Folha de Pagamento</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>7</td>\n",
+       "      <td>Fornecedores</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>8</td>\n",
+       "      <td>Impostos</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>9</td>\n",
+       "      <td>Investimentos</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>10</td>\n",
+       "      <td>Marketing</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>11</td>\n",
+       "      <td>Merc.Vendas</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>12</td>\n",
+       "      <td>Outros</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    CodClasse               Classe\n",
+       "0           1             Entradas\n",
+       "1           2      Administrativas\n",
+       "2           3  Despesa Operacional\n",
+       "3           4       Despesas fixas\n",
+       "4           5       Financiamentos\n",
+       "5           6   Folha de Pagamento\n",
+       "6           7         Fornecedores\n",
+       "7           8             Impostos\n",
+       "8           9        Investimentos\n",
+       "9          10            Marketing\n",
+       "10         11          Merc.Vendas\n",
+       "11         12               Outros"
+      ]
+     },
+     "execution_count": 307,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Classes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 308,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Rubricas = pd.merge(Rubricas,Classes,how='inner',on='Classe')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 309,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "\n",
+       "    .dataframe tbody tr th {\n",
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+       "\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>CentroResultados</th>\n",
+       "      <th>Nome</th>\n",
+       "      <th>Classe</th>\n",
+       "      <th>ReceitaDespesa</th>\n",
+       "      <th>CodClasse</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>43.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>R</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>129.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>R</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>217.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>R</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>218.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>R</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>216.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>R</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225</th>\n",
+       "      <td>219.0</td>\n",
+       "      <td>Acordo Judicial</td>\n",
+       "      <td>Folha de Pagamento</td>\n",
+       "      <td>D</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226</th>\n",
+       "      <td>150.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>D</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227</th>\n",
+       "      <td>153.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>D</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228</th>\n",
+       "      <td>157.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>D</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229</th>\n",
+       "      <td>149.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>D</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>230 rows × 5 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     CentroResultados                              Nome              Classe  \\\n",
+       "0                43.0             Receita monitoramento            Entradas   \n",
+       "1               129.0             Receita monitoramento            Entradas   \n",
+       "2               217.0             Receita monitoramento            Entradas   \n",
+       "3               218.0             Receita monitoramento            Entradas   \n",
+       "4               216.0             Receita monitoramento            Entradas   \n",
+       "..                ...                               ...                 ...   \n",
+       "225             219.0                   Acordo Judicial  Folha de Pagamento   \n",
+       "226             150.0  Encargos/Tarifas Polícia Federal            Impostos   \n",
+       "227             153.0  Encargos/Tarifas Polícia Federal            Impostos   \n",
+       "228             157.0  Encargos/Tarifas Polícia Federal            Impostos   \n",
+       "229             149.0  Encargos/Tarifas Polícia Federal            Impostos   \n",
+       "\n",
+       "    ReceitaDespesa  CodClasse  \n",
+       "0                R          1  \n",
+       "1                R          1  \n",
+       "2                R          1  \n",
+       "3                R          1  \n",
+       "4                R          1  \n",
+       "..             ...        ...  \n",
+       "225              D          6  \n",
+       "226              D          8  \n",
+       "227              D          8  \n",
+       "228              D          8  \n",
+       "229              D          8  \n",
+       "\n",
+       "[230 rows x 5 columns]"
+      ]
+     },
+     "execution_count": 309,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Rubricas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 310,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Pe = pd.read_csv('AdPe.csv',sep=';')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 311,
+   "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>CentroResultados</th>\n",
+       "      <th>Pe</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>14</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>16</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205</th>\n",
+       "      <td>9856</td>\n",
+       "      <td>20</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206</th>\n",
+       "      <td>10581</td>\n",
+       "      <td>20</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207</th>\n",
+       "      <td>10582</td>\n",
+       "      <td>20</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208</th>\n",
+       "      <td>10584</td>\n",
+       "      <td>20</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209</th>\n",
+       "      <td>10585</td>\n",
+       "      <td>20</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>210 rows × 2 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     CentroResultados  Pe\n",
+       "0                   7  10\n",
+       "1                   8  10\n",
+       "2                  10  30\n",
+       "3                  14  10\n",
+       "4                  16  10\n",
+       "..                ...  ..\n",
+       "205              9856  20\n",
+       "206             10581  20\n",
+       "207             10582  20\n",
+       "208             10584  20\n",
+       "209             10585  20\n",
+       "\n",
+       "[210 rows x 2 columns]"
+      ]
+     },
+     "execution_count": 311,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Pe"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 312,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Rubricas = pd.merge(Rubricas,Pe,how='inner',on='CentroResultados')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 313,
+   "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>CentroResultados</th>\n",
+       "      <th>Nome</th>\n",
+       "      <th>Classe</th>\n",
+       "      <th>ReceitaDespesa</th>\n",
+       "      <th>CodClasse</th>\n",
+       "      <th>Pe</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>43.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>R</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>218.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>R</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>216.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>R</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>96.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>R</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>99.0</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>Entradas</td>\n",
+       "      <td>R</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</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>187</th>\n",
+       "      <td>219.0</td>\n",
+       "      <td>Acordo Judicial</td>\n",
+       "      <td>Folha de Pagamento</td>\n",
+       "      <td>D</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188</th>\n",
+       "      <td>150.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>D</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189</th>\n",
+       "      <td>153.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>D</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190</th>\n",
+       "      <td>157.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>D</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191</th>\n",
+       "      <td>149.0</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>Impostos</td>\n",
+       "      <td>D</td>\n",
+       "      <td>8</td>\n",
+       "      <td>40</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>192 rows × 6 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     CentroResultados                              Nome              Classe  \\\n",
+       "0                43.0             Receita monitoramento            Entradas   \n",
+       "1               218.0             Receita monitoramento            Entradas   \n",
+       "2               216.0             Receita monitoramento            Entradas   \n",
+       "3                96.0             Receita monitoramento            Entradas   \n",
+       "4                99.0             Receita monitoramento            Entradas   \n",
+       "..                ...                               ...                 ...   \n",
+       "187             219.0                   Acordo Judicial  Folha de Pagamento   \n",
+       "188             150.0  Encargos/Tarifas Polícia Federal            Impostos   \n",
+       "189             153.0  Encargos/Tarifas Polícia Federal            Impostos   \n",
+       "190             157.0  Encargos/Tarifas Polícia Federal            Impostos   \n",
+       "191             149.0  Encargos/Tarifas Polícia Federal            Impostos   \n",
+       "\n",
+       "    ReceitaDespesa  CodClasse  Pe  \n",
+       "0                R          1  10  \n",
+       "1                R          1  10  \n",
+       "2                R          1  10  \n",
+       "3                R          1  10  \n",
+       "4                R          1  10  \n",
+       "..             ...        ...  ..  \n",
+       "187              D          6  30  \n",
+       "188              D          8  30  \n",
+       "189              D          8  30  \n",
+       "190              D          8  30  \n",
+       "191              D          8  40  \n",
+       "\n",
+       "[192 rows x 6 columns]"
+      ]
+     },
+     "execution_count": 313,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Rubricas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 314,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Receitas = Rubricas.query('ReceitaDespesa == \"R\"')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 315,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Receitas = Receitas.filter(['CentroResultados','Nome','CodClasse','ReceitaDespesa','Pe'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 316,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "CentroResultados     int64\n",
+       "Nome                object\n",
+       "CodClasse            int64\n",
+       "ReceitaDespesa      object\n",
+       "Pe                   int64\n",
+       "dtype: object"
+      ]
+     },
+     "execution_count": 316,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Receitas = Receitas.astype({'CentroResultados':'int64','Nome':'str','CodClasse':'int64','ReceitaDespesa':'str','Pe':'int64'})\n",
+    "Receitas.dtypes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 317,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Receitas = Receitas.rename(columns={'CentroResultados':'CodReceita','Nome':'Receita','ReceitaDespesa':'Tipo','Pe':'CodPE'})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 318,
+   "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>CodReceita</th>\n",
+       "      <th>Receita</th>\n",
+       "      <th>CodClasse</th>\n",
+       "      <th>Tipo</th>\n",
+       "      <th>CodPE</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>43</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>218</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>216</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>96</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>99</td>\n",
+       "      <td>Receita monitoramento</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>47</td>\n",
+       "      <td>Receita venda de produtos</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>76</td>\n",
+       "      <td>Receita facilities</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>91</td>\n",
+       "      <td>Receita facilities</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>92</td>\n",
+       "      <td>Receita facilities</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>94</td>\n",
+       "      <td>Receita facilities</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>227</td>\n",
+       "      <td>Receita facilities</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>229</td>\n",
+       "      <td>Receita facilities</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>450</td>\n",
+       "      <td>Recebimento de empréstimo</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>1571</td>\n",
+       "      <td>Juros Recebidos</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>48</td>\n",
+       "      <td>Outras Entradas</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>205</td>\n",
+       "      <td>Outras Entradas</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>207</td>\n",
+       "      <td>Receita limpeza e conservação</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>35</td>\n",
+       "      <td>Receita backup de imagens (mensal)</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>85</td>\n",
+       "      <td>Receita vigilância</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30</th>\n",
+       "      <td>587</td>\n",
+       "      <td>Venda de ativo da empresa</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47</th>\n",
+       "      <td>54</td>\n",
+       "      <td>Retorno de Investimentos</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48</th>\n",
+       "      <td>222</td>\n",
+       "      <td>Retorno de Investimentos</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141</th>\n",
+       "      <td>7</td>\n",
+       "      <td>Receita serviços técnicos</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142</th>\n",
+       "      <td>19</td>\n",
+       "      <td>Receita GPRS</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143</th>\n",
+       "      <td>93</td>\n",
+       "      <td>Receita locação de equipamentos</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144</th>\n",
+       "      <td>22</td>\n",
+       "      <td>Receita manutenção prev. e reparativa</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145</th>\n",
+       "      <td>17</td>\n",
+       "      <td>Receita portaria inteligente</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146</th>\n",
+       "      <td>97</td>\n",
+       "      <td>Receita portaria inteligente</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147</th>\n",
+       "      <td>100</td>\n",
+       "      <td>Receita portaria inteligente</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148</th>\n",
+       "      <td>16</td>\n",
+       "      <td>Receita rastreamento</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149</th>\n",
+       "      <td>8</td>\n",
+       "      <td>Receita monitoramento de imagens</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150</th>\n",
+       "      <td>34</td>\n",
+       "      <td>Receita monitoramento de imagens</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151</th>\n",
+       "      <td>98</td>\n",
+       "      <td>Receita monitoramento de imagens</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159</th>\n",
+       "      <td>14</td>\n",
+       "      <td>Multa Contratual</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179</th>\n",
+       "      <td>165</td>\n",
+       "      <td>Receita vigilância de eventos</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180</th>\n",
+       "      <td>166</td>\n",
+       "      <td>Receita relógio de ponto eletrônico</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185</th>\n",
+       "      <td>182</td>\n",
+       "      <td>Receita escolta armada</td>\n",
+       "      <td>1</td>\n",
+       "      <td>R</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     CodReceita                                Receita  CodClasse Tipo  CodPE\n",
+       "0            43                  Receita monitoramento          1    R     10\n",
+       "1           218                  Receita monitoramento          1    R     10\n",
+       "2           216                  Receita monitoramento          1    R     10\n",
+       "3            96                  Receita monitoramento          1    R     10\n",
+       "4            99                  Receita monitoramento          1    R     10\n",
+       "5            47              Receita venda de produtos          1    R     10\n",
+       "6            76                     Receita facilities          1    R     10\n",
+       "7            91                     Receita facilities          1    R     10\n",
+       "8            92                     Receita facilities          1    R     10\n",
+       "9            94                     Receita facilities          1    R     10\n",
+       "10          227                     Receita facilities          1    R     10\n",
+       "11          229                     Receita facilities          1    R     10\n",
+       "12          450              Recebimento de empréstimo          1    R     10\n",
+       "13         1571                        Juros Recebidos          1    R     10\n",
+       "14           48                        Outras Entradas          1    R     10\n",
+       "15          205                        Outras Entradas          1    R     30\n",
+       "16          207          Receita limpeza e conservação          1    R     10\n",
+       "20           35     Receita backup de imagens (mensal)          1    R     10\n",
+       "27           85                     Receita vigilância          1    R     10\n",
+       "30          587              Venda de ativo da empresa          1    R     10\n",
+       "47           54               Retorno de Investimentos          1    R     40\n",
+       "48          222               Retorno de Investimentos          1    R     10\n",
+       "141           7              Receita serviços técnicos          1    R     10\n",
+       "142          19                           Receita GPRS          1    R     10\n",
+       "143          93        Receita locação de equipamentos          1    R     10\n",
+       "144          22  Receita manutenção prev. e reparativa          1    R     10\n",
+       "145          17           Receita portaria inteligente          1    R     10\n",
+       "146          97           Receita portaria inteligente          1    R     10\n",
+       "147         100           Receita portaria inteligente          1    R     10\n",
+       "148          16                   Receita rastreamento          1    R     10\n",
+       "149           8       Receita monitoramento de imagens          1    R     10\n",
+       "150          34       Receita monitoramento de imagens          1    R     10\n",
+       "151          98       Receita monitoramento de imagens          1    R     10\n",
+       "159          14                       Multa Contratual          1    R     10\n",
+       "179         165          Receita vigilância de eventos          1    R     10\n",
+       "180         166    Receita relógio de ponto eletrônico          1    R     10\n",
+       "185         182                 Receita escolta armada          1    R     10"
+      ]
+     },
+     "execution_count": 318,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Receitas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 319,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Gastos = Rubricas.query('ReceitaDespesa == \"D\"')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 320,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Gastos = Gastos.filter(['CentroResultados','Nome','CodClasse','ReceitaDespesa','Pe'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 321,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "CentroResultados     int64\n",
+       "Nome                object\n",
+       "CodClasse            int64\n",
+       "ReceitaDespesa      object\n",
+       "Pe                   int64\n",
+       "dtype: object"
+      ]
+     },
+     "execution_count": 321,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Gastos = Gastos.astype({'CentroResultados':'int64','Nome':'str','CodClasse':'int64','ReceitaDespesa':'str','Pe':'int64'})\n",
+    "Gastos.dtypes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 322,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Gastos = Gastos.rename(columns={'CentroResultados':'CodGasto','Nome':'Gasto','ReceitaDespesa':'Tipo','Pe':'CodPE'})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 323,
+   "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>CodGasto</th>\n",
+       "      <th>Gasto</th>\n",
+       "      <th>CodClasse</th>\n",
+       "      <th>Tipo</th>\n",
+       "      <th>CodPE</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>186</td>\n",
+       "      <td>Folha de pagamento neoguard vigilância</td>\n",
+       "      <td>6</td>\n",
+       "      <td>D</td>\n",
+       "      <td>20</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>95</td>\n",
+       "      <td>Folha de pagamento neoguard vigilância</td>\n",
+       "      <td>6</td>\n",
+       "      <td>D</td>\n",
+       "      <td>20</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>87</td>\n",
+       "      <td>GRU</td>\n",
+       "      <td>8</td>\n",
+       "      <td>D</td>\n",
+       "      <td>20</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>88</td>\n",
+       "      <td>Desp. material de higiene e limpeza</td>\n",
+       "      <td>3</td>\n",
+       "      <td>D</td>\n",
+       "      <td>30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>112</td>\n",
+       "      <td>Desp. material de higiene e limpeza</td>\n",
+       "      <td>3</td>\n",
+       "      <td>D</td>\n",
+       "      <td>30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187</th>\n",
+       "      <td>219</td>\n",
+       "      <td>Acordo Judicial</td>\n",
+       "      <td>6</td>\n",
+       "      <td>D</td>\n",
+       "      <td>30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188</th>\n",
+       "      <td>150</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>8</td>\n",
+       "      <td>D</td>\n",
+       "      <td>30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189</th>\n",
+       "      <td>153</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>8</td>\n",
+       "      <td>D</td>\n",
+       "      <td>30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190</th>\n",
+       "      <td>157</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>8</td>\n",
+       "      <td>D</td>\n",
+       "      <td>30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191</th>\n",
+       "      <td>149</td>\n",
+       "      <td>Encargos/Tarifas Polícia Federal</td>\n",
+       "      <td>8</td>\n",
+       "      <td>D</td>\n",
+       "      <td>40</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>155 rows × 5 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     CodGasto                                   Gasto  CodClasse Tipo  CodPE\n",
+       "17        186  Folha de pagamento neoguard vigilância          6    D     20\n",
+       "18         95  Folha de pagamento neoguard vigilância          6    D     20\n",
+       "19         87                                     GRU          8    D     20\n",
+       "21         88     Desp. material de higiene e limpeza          3    D     30\n",
+       "22        112     Desp. material de higiene e limpeza          3    D     30\n",
+       "..        ...                                     ...        ...  ...    ...\n",
+       "187       219                         Acordo Judicial          6    D     30\n",
+       "188       150        Encargos/Tarifas Polícia Federal          8    D     30\n",
+       "189       153        Encargos/Tarifas Polícia Federal          8    D     30\n",
+       "190       157        Encargos/Tarifas Polícia Federal          8    D     30\n",
+       "191       149        Encargos/Tarifas Polícia Federal          8    D     40\n",
+       "\n",
+       "[155 rows x 5 columns]"
+      ]
+     },
+     "execution_count": 323,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Gastos"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 324,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Receitas.to_csv(\"Receita.csv\",encoding='utf-8',index=False)\n",
+    "Gastos.to_csv(\"Gasto.csv\",encoding='utf-8',index=False)"
+   ]
+  }
+ ],
+ "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": "3.12.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}