gabinete-sp.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'pt_BR.utf8'"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import re\n",
    "import locale\n",
    "import pandas as pd\n",
    "import requests\n",
    "import os\n",
    "\n",
    "from bs4 import BeautifulSoup\n",
    "\n",
    "# pd.set_option('display.max_rows', 100)\n",
    "\n",
    "# Configura o locale para o formato de número brasileiro\n",
    "locale.setlocale(locale.LC_ALL, 'pt_BR.utf8')\n",
    "\n",
    "# https://www.saopaulo.sp.leg.br/vereadores/\n",
    "# https://www.saopaulo.sp.leg.br/transparencia/custos-de-mandato/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def obter_texto_visivel(url):\n",
    "    try:\n",
    "        # Fazer a solicitação HTTP para a URL\n",
    "        response = requests.get(url)\n",
    "        response.raise_for_status()  # Verificar se a solicitação foi bem-sucedida\n",
    "\n",
    "        # Criar um objeto BeautifulSoup para analisar o conteúdo HTML\n",
    "        soup = BeautifulSoup(response.content, 'html.parser', from_encoding=\"utf-8\")\n",
    "\n",
    "        # Extrair o texto visível da página (excluindo o HTML)\n",
    "        texto_visivel = soup.get_text()\n",
    "\n",
    "        return texto_visivel\n",
    "    except requests.exceptions.RequestException as e:\n",
    "        print(f\"Erro ao obter a página: {e}\")\n",
    "        return None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def textFromURL(url):\n",
    "    try:\n",
    "        # Fazer a solicitação HTTP para a URL\n",
    "        response = requests.get(url)\n",
    "\n",
    "        # Verificar se a solicitação foi bem-sucedida\n",
    "        response.raise_for_status()  \n",
    "\n",
    "        # Criar um objeto BeautifulSoup para analisar o conteúdo HTML\n",
    "        soup = BeautifulSoup(response.content, 'html.parser', from_encoding=\"utf-8\")\n",
    "\n",
    "        # Extrair o texto visível da página (excluindo o HTML)\n",
    "        texto_visivel = soup.get_text()\n",
    "\n",
    "        # separa as linhas, e limpa os espaços iniciais, e tabulações\n",
    "        linhas = [linha.replace(\"\\t\",\" \").strip() for linha in texto_visivel.split(\"\\n\")]\n",
    "\n",
    "        # junta o texto\n",
    "        return \"\\n\".join(linhas)\n",
    "    except requests.exceptions.RequestException as e:\n",
    "        print(f\"Erro ao obter a página: {e}\")\n",
    "        return None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3432.14 \t ADILSON AMADEU\n",
      "33930.21 \t ALESSANDRO GUEDES\n",
      "17038.76 \t ANDRÉ SANTOS\n",
      "20810.49 \t ARSELINO TATTO\n",
      "22464.58 \t ATILIO FRANCISCO\n",
      "17062.8 \t AURELIO NOMURA\n",
      "42063.67 \t BETO DO SOCIAL\n",
      "27745.78 \t BOMBEIRO MAJOR PALUMBO\n",
      "24430.3 \t CAMILO CRISTÓFARO\n",
      "20670.96 \t CELSO GIANNAZI\n",
      "13086.61 \t CORONEL SALLES\n",
      "16188.32 \t CRIS MONTEIRO\n",
      "22436.91 \t DANILO DO POSTO DE SAÚDE\n",
      "29006.66 \t DR SIDNEY CRUZ\n",
      "13690.67 \t DR. NUNES PEIXEIRO\n",
      "32050.62 \t EDIR SALES\n",
      "19202.36 \t ELAINE DO QUILOMBO PERIFÉRICO\n",
      "24989.54 \t ELI CORRÊA\n",
      "23610.32 \t ELISEU GABRIEL\n",
      "12296.18 \t ELY TERUEL\n",
      "16816.03 \t FABIO RIVA\n",
      "16557.99 \t FERNANDO HOLIDAY\n",
      "26733.86 \t GEORGE HATO\n",
      "21783.84 \t GILSON BARRETO\n",
      "31298.18 \t HÉLIO RODRIGUES\n",
      "28561.63 \t ISAC FELIX\n",
      "35163.81 \t JAIR TATTO\n",
      "37862.89 \t JANAINA LIMA\n",
      "28130.16 \t JOÃO ANANIAS\n",
      "32348.25 \t JOÃO JORGE\n",
      "14690.48 \t JORGE WILSON FILHO\n",
      "28844.94 \t JUSSARA BASSO\n",
      "28232.76 \t LUANA ALVES\n",
      "26529.82 \t LUNA ZARATTINI\n",
      "23929.56 \t MANOEL DEL RIO\n",
      "33958.12 \t MARCELO MESSIAS\n",
      "24608.94 \t MARLON DO UBER\n",
      "10831.51 \t MILTON FERREIRA\n",
      "5830.69 \t MILTON LEITE\n",
      "6557.65 \t PAULO FRANGE\n",
      "25394.18 \t RICARDO TEIXEIRA\n",
      "32291.36 \t RINALDI DIGILIO\n",
      "11939.0 \t ROBERTO TRIPOLI\n",
      "33324.25 \t RODOLFO DESPACHANTE\n",
      "13073.74 \t RODRIGO GOULART\n",
      "16860.0 \t RUBINHO NUNES\n",
      "22145.51 \t RUTE COSTA\n",
      "9544.63 \t SANDRA SANTANA\n",
      "17440.02 \t SANDRA TADEU\n",
      "19283.14 \t SANSÃO PEREIRA\n",
      "32244.84 \t SENIVAL MOURA\n",
      "25028.17 \t SILVIA DA BANCADA FEMINISTA\n",
      "14504.52 \t THAMMY MIRANDA\n",
      "34946.11 \t TONINHO VESPOLI\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[{'ADILSON AMADEU': 3432.14},\n",
       " {'ALESSANDRO GUEDES': 33930.21},\n",
       " {'ANDRÉ SANTOS': 17038.76},\n",
       " {'ARSELINO TATTO': 20810.49},\n",
       " {'ATILIO FRANCISCO': 22464.58},\n",
       " {'AURELIO NOMURA': 17062.8},\n",
       " {'BETO DO SOCIAL': 42063.67},\n",
       " {'BOMBEIRO MAJOR PALUMBO': 27745.78},\n",
       " {'CAMILO CRISTÓFARO': 24430.3},\n",
       " {'CELSO GIANNAZI': 20670.96},\n",
       " {'CORONEL SALLES': 13086.61},\n",
       " {'CRIS MONTEIRO': 16188.32},\n",
       " {'DANILO DO POSTO DE SAÚDE': 22436.91},\n",
       " {'DR SIDNEY CRUZ': 29006.66},\n",
       " {'DR. NUNES PEIXEIRO': 13690.67},\n",
       " {'EDIR SALES': 32050.62},\n",
       " {'ELAINE DO QUILOMBO PERIFÉRICO': 19202.36},\n",
       " {'ELI CORRÊA': 24989.54},\n",
       " {'ELISEU GABRIEL': 23610.32},\n",
       " {'ELY TERUEL': 12296.18},\n",
       " {'FABIO RIVA': 16816.03},\n",
       " {'FERNANDO HOLIDAY': 16557.99},\n",
       " {'GEORGE HATO': 26733.86},\n",
       " {'GILSON BARRETO': 21783.84},\n",
       " {'HÉLIO RODRIGUES': 31298.18},\n",
       " {'ISAC FELIX': 28561.63},\n",
       " {'JAIR TATTO': 35163.81},\n",
       " {'JANAINA LIMA': 37862.89},\n",
       " {'JOÃO ANANIAS': 28130.16},\n",
       " {'JOÃO JORGE': 32348.25},\n",
       " {'JORGE WILSON FILHO': 14690.48},\n",
       " {'JUSSARA BASSO': 28844.94},\n",
       " {'LUANA ALVES': 28232.76},\n",
       " {'LUNA ZARATTINI': 26529.82},\n",
       " {'MANOEL DEL RIO': 23929.56},\n",
       " {'MARCELO MESSIAS': 33958.12},\n",
       " {'MARLON DO UBER': 24608.94},\n",
       " {'MILTON FERREIRA': 10831.51},\n",
       " {'MILTON LEITE': 5830.69},\n",
       " {'PAULO FRANGE': 6557.65},\n",
       " {'RICARDO TEIXEIRA': 25394.18},\n",
       " {'RINALDI DIGILIO': 32291.36},\n",
       " {'ROBERTO TRIPOLI': 11939.0},\n",
       " {'RODOLFO DESPACHANTE': 33324.25},\n",
       " {'RODRIGO GOULART': 13073.74},\n",
       " {'RUBINHO NUNES': 16860.0},\n",
       " {'RUTE COSTA': 22145.51},\n",
       " {'SANDRA SANTANA': 9544.63},\n",
       " {'SANDRA TADEU': 17440.02},\n",
       " {'SANSÃO PEREIRA': 19283.14},\n",
       " {'SENIVAL MOURA': 32244.84},\n",
       " {'SILVIA DA BANCADA FEMINISTA': 25028.17},\n",
       " {'THAMMY MIRANDA': 14504.52},\n",
       " {'TONINHO VESPOLI': 34946.11}]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = 'https://sisgvarmazenamento.blob.core.windows.net/prd/PublicacaoPortal/Arquivos/202307.htm'\n",
    "texto = textFromURL(url)\n",
    "\n",
    "custos = []\n",
    "for resultado in re.finditer(r\"Vereador\\(a\\): (( |\\.|\\w+)*)\\n(.+?)(?=Vereador)\", texto, re.DOTALL):\n",
    "    nome_vereador = resultado.group(1)\n",
    "    dados = texto[resultado.start():resultado.end()]\n",
    "    if \"VEREADOR AFASTADO\" in dados:\n",
    "        continue\n",
    "\n",
    "    total = re.search(r\"TOTAL DO MÊS\\s+([\\d.,]+)\", dados)\n",
    "    if total:\n",
    "        valor = locale.atof(total.group(1))\n",
    "        custos.append({nome_vereador: valor})\n",
    "        print(valor, \"\\t\", nome_vereador)\n",
    "    else:\n",
    "        print(nome_vereador, dados)\n",
    "\n",
    "custos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'BETO DO SOCIAL': 42063.67},\n",
       " {'JANAINA LIMA': 37862.89},\n",
       " {'JAIR TATTO': 35163.81},\n",
       " {'TONINHO VESPOLI': 34946.11},\n",
       " {'MARCELO MESSIAS': 33958.12},\n",
       " {'ALESSANDRO GUEDES': 33930.21},\n",
       " {'RODOLFO DESPACHANTE': 33324.25},\n",
       " {'JOÃO JORGE': 32348.25},\n",
       " {'RINALDI DIGILIO': 32291.36},\n",
       " {'SENIVAL MOURA': 32244.84},\n",
       " {'EDIR SALES': 32050.62},\n",
       " {'HÉLIO RODRIGUES': 31298.18},\n",
       " {'DR SIDNEY CRUZ': 29006.66},\n",
       " {'JUSSARA BASSO': 28844.94},\n",
       " {'ISAC FELIX': 28561.63},\n",
       " {'LUANA ALVES': 28232.76},\n",
       " {'JOÃO ANANIAS': 28130.16},\n",
       " {'BOMBEIRO MAJOR PALUMBO': 27745.78},\n",
       " {'GEORGE HATO': 26733.86},\n",
       " {'LUNA ZARATTINI': 26529.82},\n",
       " {'RICARDO TEIXEIRA': 25394.18},\n",
       " {'SILVIA DA BANCADA FEMINISTA': 25028.17},\n",
       " {'ELI CORRÊA': 24989.54},\n",
       " {'MARLON DO UBER': 24608.94},\n",
       " {'CAMILO CRISTÓFARO': 24430.3},\n",
       " {'MANOEL DEL RIO': 23929.56},\n",
       " {'ELISEU GABRIEL': 23610.32},\n",
       " {'ATILIO FRANCISCO': 22464.58},\n",
       " {'DANILO DO POSTO DE SAÚDE': 22436.91},\n",
       " {'RUTE COSTA': 22145.51},\n",
       " {'GILSON BARRETO': 21783.84},\n",
       " {'ARSELINO TATTO': 20810.49},\n",
       " {'CELSO GIANNAZI': 20670.96},\n",
       " {'SANSÃO PEREIRA': 19283.14},\n",
       " {'ELAINE DO QUILOMBO PERIFÉRICO': 19202.36},\n",
       " {'SANDRA TADEU': 17440.02},\n",
       " {'AURELIO NOMURA': 17062.8},\n",
       " {'ANDRÉ SANTOS': 17038.76},\n",
       " {'RUBINHO NUNES': 16860.0},\n",
       " {'FABIO RIVA': 16816.03},\n",
       " {'FERNANDO HOLIDAY': 16557.99},\n",
       " {'CRIS MONTEIRO': 16188.32},\n",
       " {'JORGE WILSON FILHO': 14690.48},\n",
       " {'THAMMY MIRANDA': 14504.52},\n",
       " {'DR. NUNES PEIXEIRO': 13690.67},\n",
       " {'CORONEL SALLES': 13086.61},\n",
       " {'RODRIGO GOULART': 13073.74},\n",
       " {'ELY TERUEL': 12296.18},\n",
       " {'ROBERTO TRIPOLI': 11939.0},\n",
       " {'MILTON FERREIRA': 10831.51},\n",
       " {'SANDRA SANTANA': 9544.63},\n",
       " {'PAULO FRANGE': 6557.65},\n",
       " {'MILTON LEITE': 5830.69},\n",
       " {'ADILSON AMADEU': 3432.14}]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "custos.sort(key=lambda item: item[list(item.keys())[0]],reverse=True)\n",
    "custos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'ADILSON AMADEU': {'afastado': False,\n",
       "  'mes1': 3778.6,\n",
       "  'mes2': 12170.89,\n",
       "  'mes3': 4104.51,\n",
       "  'mes4': 8518.69,\n",
       "  'mes5': 43140.23,\n",
       "  'mes6': 18122.71,\n",
       "  'mes7': 3432.14,\n",
       "  'mes8': 4719.36},\n",
       " 'ALESSANDRO GUEDES': {'afastado': False,\n",
       "  'mes1': 29392.35,\n",
       "  'mes2': 28701.01,\n",
       "  'mes3': 27023.94,\n",
       "  'mes4': 25395.69,\n",
       "  'mes5': 27773.76,\n",
       "  'mes6': 23509.54,\n",
       "  'mes7': 33930.21,\n",
       "  'mes8': 27407.17},\n",
       " 'ANDRÉ SANTOS': {'afastado': False,\n",
       "  'mes1': 28304.03,\n",
       "  'mes2': 18842.63,\n",
       "  'mes3': 29981.71,\n",
       "  'mes4': 16092.49,\n",
       "  'mes5': 18396.37,\n",
       "  'mes6': 18960.05,\n",
       "  'mes7': 17038.76,\n",
       "  'mes8': 32620.72},\n",
       " 'ARSELINO TATTO': {'afastado': False,\n",
       "  'mes1': 20695.96,\n",
       "  'mes2': 19881.33,\n",
       "  'mes3': 21437.47,\n",
       "  'mes4': 23286.64,\n",
       "  'mes5': 20536.02,\n",
       "  'mes6': 17351.03,\n",
       "  'mes7': 20810.49,\n",
       "  'mes8': 15771.51},\n",
       " 'ATILIO FRANCISCO': {'afastado': False,\n",
       "  'mes1': 22502.54,\n",
       "  'mes2': 26849.15,\n",
       "  'mes3': 29436.92,\n",
       "  'mes4': 28475.71,\n",
       "  'mes5': 28587.13,\n",
       "  'mes6': 26970.31,\n",
       "  'mes7': 22464.58,\n",
       "  'mes8': 28461.74},\n",
       " 'AURELIO NOMURA': {'afastado': False,\n",
       "  'mes1': 19482.7,\n",
       "  'mes2': 16107.95,\n",
       "  'mes3': 12956.13,\n",
       "  'mes4': 13551.73,\n",
       "  'mes5': 13032.11,\n",
       "  'mes6': 16246.52,\n",
       "  'mes7': 17062.8,\n",
       "  'mes8': 14195.02},\n",
       " 'BOMBEIRO MAJOR PALUMBO': {'afastado': False,\n",
       "  'mes1': 11026.88,\n",
       "  'mes2': 21805.41,\n",
       "  'mes3': 27154.23,\n",
       "  'mes4': 20376.57,\n",
       "  'mes5': 21272.9,\n",
       "  'mes6': 28461.29,\n",
       "  'mes7': 27745.78,\n",
       "  'mes8': 21078.11},\n",
       " 'CAMILO CRISTÓFARO': {'afastado': False,\n",
       "  'mes1': 19519.32,\n",
       "  'mes2': 20980.25,\n",
       "  'mes3': 21023.28,\n",
       "  'mes4': 23460.22,\n",
       "  'mes5': 24417.47,\n",
       "  'mes6': 24319.05,\n",
       "  'mes7': 24430.3,\n",
       "  'mes8': 22547.5},\n",
       " 'CELSO GIANNAZI': {'afastado': False,\n",
       "  'mes1': 26226.32,\n",
       "  'mes2': 17272.63,\n",
       "  'mes3': 23422.86,\n",
       "  'mes4': 19336.89,\n",
       "  'mes5': 24517.0,\n",
       "  'mes6': 30186.65,\n",
       "  'mes7': 20670.96,\n",
       "  'mes8': 16267.24},\n",
       " 'CRIS MONTEIRO': {'afastado': False,\n",
       "  'mes1': 11107.18,\n",
       "  'mes2': 16353.07,\n",
       "  'mes3': 16367.04,\n",
       "  'mes4': 19708.88,\n",
       "  'mes5': 18493.18,\n",
       "  'mes6': 16308.09,\n",
       "  'mes7': 16188.32,\n",
       "  'mes8': 20215.82},\n",
       " 'DANIEL ANNENBERG': {'afastado': True,\n",
       "  'mes1': 29738.1,\n",
       "  'mes2': 30063.15,\n",
       "  'mes3': 19979.4},\n",
       " 'DANILO DO POSTO DE SAÚDE': {'afastado': False,\n",
       "  'mes1': 26896.93,\n",
       "  'mes2': 27144.08,\n",
       "  'mes3': 24271.85,\n",
       "  'mes4': 16130.15,\n",
       "  'mes5': 20996.93,\n",
       "  'mes6': 21683.25,\n",
       "  'mes7': 22436.91,\n",
       "  'mes8': 21074.62},\n",
       " 'DELEGADO PALUMBO': {'afastado': True, 'mes1': 13167.42},\n",
       " 'DONATO': {'afastado': True,\n",
       "  'mes1': 24171.11,\n",
       "  'mes2': 21952.72,\n",
       "  'mes3': 10315.46},\n",
       " 'DR SIDNEY CRUZ': {'afastado': False,\n",
       "  'mes1': 17764.58,\n",
       "  'mes2': 22114.32,\n",
       "  'mes3': 27056.36,\n",
       "  'mes4': 26972.45,\n",
       "  'mes5': 29804.43,\n",
       "  'mes6': 24038.18,\n",
       "  'mes7': 29006.66,\n",
       "  'mes8': 27607.0},\n",
       " 'EDIR SALES': {'afastado': False,\n",
       "  'mes1': 32118.75,\n",
       "  'mes2': 20437.7,\n",
       "  'mes3': 29623.07,\n",
       "  'mes4': 32988.37,\n",
       "  'mes5': 39319.99,\n",
       "  'mes6': 38224.62,\n",
       "  'mes7': 32050.62,\n",
       "  'mes8': 27594.31},\n",
       " 'EDUARDO MATARAZZO SUPLICY': {'afastado': True,\n",
       "  'mes1': 21412.3,\n",
       "  'mes2': 38227.88,\n",
       "  'mes3': 9821.86},\n",
       " 'ELAINE DO QUILOMBO PERIFÉRICO': {'afastado': False,\n",
       "  'mes1': 15605.58,\n",
       "  'mes2': 17555.11,\n",
       "  'mes3': 27467.64,\n",
       "  'mes4': 31694.15,\n",
       "  'mes5': 21014.33,\n",
       "  'mes6': 18972.26,\n",
       "  'mes7': 19202.36,\n",
       "  'mes8': 21183.01},\n",
       " 'ELI CORRÊA': {'afastado': False,\n",
       "  'mes1': 24266.41,\n",
       "  'mes2': 25701.64,\n",
       "  'mes3': 27078.57,\n",
       "  'mes4': 25594.96,\n",
       "  'mes5': 41898.04,\n",
       "  'mes6': 25431.65,\n",
       "  'mes7': 24989.54,\n",
       "  'mes8': 42743.28},\n",
       " 'ELISEU GABRIEL': {'afastado': False,\n",
       "  'mes1': 15430.96,\n",
       "  'mes2': 43983.94,\n",
       "  'mes3': 36941.35,\n",
       "  'mes4': 31150.41,\n",
       "  'mes5': 29450.14,\n",
       "  'mes6': 29474.06,\n",
       "  'mes7': 23610.32,\n",
       "  'mes8': 30165.85},\n",
       " 'ELY TERUEL': {'afastado': False,\n",
       "  'mes1': 9579.91,\n",
       "  'mes2': 10812.86,\n",
       "  'mes3': 14274.22,\n",
       "  'mes4': 11305.92,\n",
       "  'mes5': 11239.93,\n",
       "  'mes6': 12566.18,\n",
       "  'mes7': 12296.18,\n",
       "  'mes8': 10576.18},\n",
       " 'ERIKA HILTON': {'afastado': True, 'mes1': 17609.53},\n",
       " 'FABIO RIVA': {'afastado': False,\n",
       "  'mes1': 3338.51,\n",
       "  'mes2': 3360.15,\n",
       "  'mes3': 3385.73,\n",
       "  'mes4': 10539.28,\n",
       "  'mes5': 3421.67,\n",
       "  'mes6': 11714.18,\n",
       "  'mes7': 16816.03,\n",
       "  'mes8': 6125.93},\n",
       " 'FELIPE BECARI': {'afastado': True, 'mes1': 14800.0},\n",
       " 'FERNANDO HOLIDAY': {'afastado': False,\n",
       "  'mes1': 507.01,\n",
       "  'mes2': 557.22,\n",
       "  'mes3': 15352.89,\n",
       "  'mes4': 19787.29,\n",
       "  'mes5': 12822.74,\n",
       "  'mes6': 17513.94,\n",
       "  'mes7': 16557.99,\n",
       "  'mes8': 20301.35},\n",
       " 'GEORGE HATO': {'afastado': False,\n",
       "  'mes1': 29803.01,\n",
       "  'mes2': 34162.71,\n",
       "  'mes3': 30952.28,\n",
       "  'mes4': 29952.54,\n",
       "  'mes5': 34172.14,\n",
       "  'mes6': 28082.52,\n",
       "  'mes7': 26733.86,\n",
       "  'mes8': 20443.96},\n",
       " 'GILSON BARRETO': {'afastado': False,\n",
       "  'mes1': 21670.82,\n",
       "  'mes2': 23258.56,\n",
       "  'mes3': 26562.81,\n",
       "  'mes4': 28866.84,\n",
       "  'mes5': 22005.84,\n",
       "  'mes6': 21423.84,\n",
       "  'mes7': 21783.84,\n",
       "  'mes8': 22196.84},\n",
       " 'ISAC FELIX': {'afastado': False,\n",
       "  'mes1': 17572.46,\n",
       "  'mes2': 30136.76,\n",
       "  'mes3': 41415.87,\n",
       "  'mes4': 34379.9,\n",
       "  'mes5': 29449.85,\n",
       "  'mes6': 34605.97,\n",
       "  'mes7': 28561.63,\n",
       "  'mes8': 17369.6},\n",
       " 'JAIR TATTO': {'afastado': False,\n",
       "  'mes1': 32118.75,\n",
       "  'mes2': 22604.51,\n",
       "  'mes3': 23452.21,\n",
       "  'mes4': 25172.58,\n",
       "  'mes5': 25651.74,\n",
       "  'mes6': 29000.28,\n",
       "  'mes7': 35163.81,\n",
       "  'mes8': 20923.44},\n",
       " 'JANAINA LIMA': {'afastado': False,\n",
       "  'mes1': 19489.57,\n",
       "  'mes2': 18803.77,\n",
       "  'mes3': 18803.77,\n",
       "  'mes4': 21209.0,\n",
       "  'mes5': 21622.27,\n",
       "  'mes6': 21591.97,\n",
       "  'mes7': 37862.89,\n",
       "  'mes8': 20785.0},\n",
       " 'JOÃO JORGE': {'afastado': False,\n",
       "  'mes1': 26744.85,\n",
       "  'mes2': 28063.26,\n",
       "  'mes3': 34526.11,\n",
       "  'mes4': 34401.89,\n",
       "  'mes5': 32510.75,\n",
       "  'mes6': 33590.02,\n",
       "  'mes7': 32348.25,\n",
       "  'mes8': 33397.23},\n",
       " 'JORGE WILSON FILHO': {'afastado': False,\n",
       "  'mes1': 31920.03,\n",
       "  'mes2': 31957.21,\n",
       "  'mes3': 23357.18,\n",
       "  'mes4': 7293.94,\n",
       "  'mes5': 14083.72,\n",
       "  'mes6': 14884.79,\n",
       "  'mes7': 14690.48,\n",
       "  'mes8': 11034.3},\n",
       " 'JOSÉ OLÍMPIO': {'afastado': True,\n",
       "  'mes1': 0.0,\n",
       "  'mes2': 0.0,\n",
       "  'mes3': 0.0,\n",
       "  'mes4': 0.0,\n",
       "  'mes5': 0.0},\n",
       " 'JULIANA CARDOSO': {'afastado': True, 'mes1': 32110.73},\n",
       " 'LUANA ALVES': {'afastado': False,\n",
       "  'mes1': 25236.11,\n",
       "  'mes2': 31984.4,\n",
       "  'mes3': 36838.8,\n",
       "  'mes4': 34414.89,\n",
       "  'mes5': 31549.55,\n",
       "  'mes6': 31189.15,\n",
       "  'mes7': 28232.76,\n",
       "  'mes8': 23943.28},\n",
       " 'MARCELO MESSIAS': {'afastado': False,\n",
       "  'mes1': 24584.03,\n",
       "  'mes2': 23969.35,\n",
       "  'mes3': 29014.7,\n",
       "  'mes4': 25196.1,\n",
       "  'mes5': 30948.78,\n",
       "  'mes6': 28417.95,\n",
       "  'mes7': 33958.12,\n",
       "  'mes8': 11014.19},\n",
       " 'MARLON DO UBER': {'afastado': False,\n",
       "  'mes1': 32118.75,\n",
       "  'mes2': 32094.25,\n",
       "  'mes3': 24950.11,\n",
       "  'mes4': 23541.55,\n",
       "  'mes5': 15341.82,\n",
       "  'mes6': 11301.06,\n",
       "  'mes7': 24608.94,\n",
       "  'mes8': 11675.3},\n",
       " 'MILTON FERREIRA': {'afastado': False,\n",
       "  'mes1': 22097.94,\n",
       "  'mes2': 17884.69,\n",
       "  'mes3': 27084.34,\n",
       "  'mes4': 19657.69,\n",
       "  'mes5': 20276.1,\n",
       "  'mes6': 10258.85,\n",
       "  'mes7': 10831.51,\n",
       "  'mes8': 8885.38},\n",
       " 'MILTON LEITE': {'afastado': False,\n",
       "  'mes1': 7050.11,\n",
       "  'mes2': 7953.12,\n",
       "  'mes3': 9814.96,\n",
       "  'mes4': 7625.98,\n",
       "  'mes5': 11255.88,\n",
       "  'mes6': 7832.45,\n",
       "  'mes7': 5830.69,\n",
       "  'mes8': 2757.18},\n",
       " 'PAULO FRANGE': {'afastado': False,\n",
       "  'mes1': 5583.61,\n",
       "  'mes2': 5596.21,\n",
       "  'mes3': 4822.35,\n",
       "  'mes4': 5670.65,\n",
       "  'mes5': 5426.31,\n",
       "  'mes6': 5958.34,\n",
       "  'mes7': 6557.65,\n",
       "  'mes8': 5966.43},\n",
       " 'REIS': {'afastado': True,\n",
       "  'mes1': 1904.81,\n",
       "  'mes2': 4530.96,\n",
       "  'mes3': 17419.56},\n",
       " 'RICARDO TEIXEIRA': {'afastado': True,\n",
       "  'mes1': 0.0,\n",
       "  'mes5': 10637.0,\n",
       "  'mes6': 26952.06,\n",
       "  'mes7': 25394.18,\n",
       "  'mes8': 29479.18},\n",
       " 'RINALDI DIGILIO': {'afastado': False,\n",
       "  'mes1': 10255.71,\n",
       "  'mes2': 12027.87,\n",
       "  'mes3': 12537.26,\n",
       "  'mes4': 8757.66,\n",
       "  'mes5': 32544.05,\n",
       "  'mes6': 17967.37,\n",
       "  'mes7': 32291.36,\n",
       "  'mes8': 30477.38},\n",
       " 'ROBERTO TRIPOLI': {'afastado': False,\n",
       "  'mes1': 11010.17,\n",
       "  'mes2': 11070.54,\n",
       "  'mes3': 11087.09,\n",
       "  'mes4': 11654.6,\n",
       "  'mes5': 11492.14,\n",
       "  'mes6': 11170.96,\n",
       "  'mes7': 11939.0,\n",
       "  'mes8': 11799.29},\n",
       " 'RODOLFO DESPACHANTE': {'afastado': False,\n",
       "  'mes1': 1367.62,\n",
       "  'mes2': 27927.23,\n",
       "  'mes3': 38313.87,\n",
       "  'mes4': 46948.15,\n",
       "  'mes5': 45960.09,\n",
       "  'mes6': 30504.19,\n",
       "  'mes7': 33324.25,\n",
       "  'mes8': 31909.61},\n",
       " 'RODRIGO GOULART': {'afastado': False,\n",
       "  'mes1': 14715.37,\n",
       "  'mes2': 13716.63,\n",
       "  'mes3': 18124.99,\n",
       "  'mes4': 13426.79,\n",
       "  'mes5': 18197.91,\n",
       "  'mes6': 13676.05,\n",
       "  'mes7': 13073.74,\n",
       "  'mes8': 13466.74},\n",
       " 'RUBINHO NUNES': {'afastado': False,\n",
       "  'mes1': 17461.5,\n",
       "  'mes2': 17880.6,\n",
       "  'mes3': 17645.0,\n",
       "  'mes4': 17200.0,\n",
       "  'mes5': 18029.6,\n",
       "  'mes6': 17284.5,\n",
       "  'mes7': 16860.0,\n",
       "  'mes8': 20688.6},\n",
       " 'RUTE COSTA': {'afastado': False,\n",
       "  'mes1': 18772.25,\n",
       "  'mes2': 20242.41,\n",
       "  'mes3': 20108.67,\n",
       "  'mes4': 19552.42,\n",
       "  'mes5': 29323.2,\n",
       "  'mes6': 21330.79,\n",
       "  'mes7': 22145.51,\n",
       "  'mes8': 25218.05},\n",
       " 'SANDRA SANTANA': {'afastado': False,\n",
       "  'mes1': 10600.38,\n",
       "  'mes2': 11235.23,\n",
       "  'mes3': 10459.63,\n",
       "  'mes4': 12192.43,\n",
       "  'mes5': 27814.23,\n",
       "  'mes6': 26922.13,\n",
       "  'mes7': 9544.63,\n",
       "  'mes8': 12316.78},\n",
       " 'SANDRA TADEU': {'afastado': False,\n",
       "  'mes1': 20772.0,\n",
       "  'mes2': 23166.53,\n",
       "  'mes3': 23556.03,\n",
       "  'mes4': 15694.64,\n",
       "  'mes5': 17846.33,\n",
       "  'mes6': 17241.44,\n",
       "  'mes7': 17440.02,\n",
       "  'mes8': 18472.23},\n",
       " 'SANSÃO PEREIRA': {'afastado': False,\n",
       "  'mes1': 21153.21,\n",
       "  'mes2': 25359.53,\n",
       "  'mes3': 20081.96,\n",
       "  'mes4': 28882.88,\n",
       "  'mes5': 21759.06,\n",
       "  'mes6': 20648.57,\n",
       "  'mes7': 19283.14,\n",
       "  'mes8': 21015.58},\n",
       " 'SENIVAL MOURA': {'afastado': False,\n",
       "  'mes1': 30326.25,\n",
       "  'mes2': 30206.7,\n",
       "  'mes3': 30070.38,\n",
       "  'mes4': 31930.11,\n",
       "  'mes5': 30654.66,\n",
       "  'mes6': 30319.38,\n",
       "  'mes7': 32244.84,\n",
       "  'mes8': 30090.64},\n",
       " 'SILVIA DA BANCADA FEMINISTA': {'afastado': False,\n",
       "  'mes1': 27309.34,\n",
       "  'mes2': 30954.3,\n",
       "  'mes3': 32875.74,\n",
       "  'mes4': 26761.74,\n",
       "  'mes5': 27295.8,\n",
       "  'mes6': 26121.34,\n",
       "  'mes7': 25028.17,\n",
       "  'mes8': 17214.36},\n",
       " 'THAMMY MIRANDA': {'afastado': False,\n",
       "  'mes1': 13325.91,\n",
       "  'mes2': 14381.84,\n",
       "  'mes3': 16833.23,\n",
       "  'mes4': 14175.95,\n",
       "  'mes5': 15005.4,\n",
       "  'mes6': 15147.89,\n",
       "  'mes7': 14504.52,\n",
       "  'mes8': 14825.43},\n",
       " 'TONINHO VESPOLI': {'afastado': False,\n",
       "  'mes1': 23292.51,\n",
       "  'mes2': 19011.43,\n",
       "  'mes3': 22883.91,\n",
       "  'mes4': 23981.06,\n",
       "  'mes5': 25407.53,\n",
       "  'mes6': 13981.07,\n",
       "  'mes7': 34946.11,\n",
       "  'mes8': 36239.44},\n",
       " 'CORONEL SALLES': {'afastado': False,\n",
       "  'mes2': 3405.03,\n",
       "  'mes3': 8054.11,\n",
       "  'mes4': 6141.53,\n",
       "  'mes5': 14929.71,\n",
       "  'mes6': 12881.19,\n",
       "  'mes7': 13086.61,\n",
       "  'mes8': 13920.69},\n",
       " 'DR. NUNES PEIXEIRO': {'afastado': False,\n",
       "  'mes2': 4815.95,\n",
       "  'mes3': 8217.58,\n",
       "  'mes4': 15162.83,\n",
       "  'mes5': 14879.36,\n",
       "  'mes6': 13504.35,\n",
       "  'mes7': 13690.67,\n",
       "  'mes8': 14291.68},\n",
       " 'JOSÉ POLICE NETO': {'afastado': True, 'mes2': 0.0},\n",
       " 'JUSSARA BASSO': {'afastado': False,\n",
       "  'mes2': 12525.12,\n",
       "  'mes3': 25667.91,\n",
       "  'mes4': 17106.21,\n",
       "  'mes5': 17960.12,\n",
       "  'mes6': 18948.38,\n",
       "  'mes7': 28844.94,\n",
       "  'mes8': 13294.51},\n",
       " 'MANOEL DEL RIO': {'afastado': False,\n",
       "  'mes2': 8520.0,\n",
       "  'mes3': 23226.39,\n",
       "  'mes4': 15404.43,\n",
       "  'mes5': 19398.87,\n",
       "  'mes6': 18425.53,\n",
       "  'mes7': 23929.56,\n",
       "  'mes8': 24233.85},\n",
       " 'BETO DO SOCIAL': {'afastado': False,\n",
       "  'mes3': 919.06,\n",
       "  'mes4': 25363.22,\n",
       "  'mes5': 31999.76,\n",
       "  'mes6': 43914.78,\n",
       "  'mes7': 42063.67,\n",
       "  'mes8': 32125.81},\n",
       " 'HÉLIO RODRIGUES': {'afastado': False,\n",
       "  'mes3': 1655.92,\n",
       "  'mes4': 6507.24,\n",
       "  'mes5': 10754.88,\n",
       "  'mes6': 9656.88,\n",
       "  'mes7': 31298.18,\n",
       "  'mes8': 21485.18},\n",
       " 'JOÃO ANANIAS': {'afastado': False,\n",
       "  'mes3': 1465.75,\n",
       "  'mes4': 14248.46,\n",
       "  'mes5': 19876.84,\n",
       "  'mes6': 27901.31,\n",
       "  'mes7': 28130.16,\n",
       "  'mes8': 22199.38},\n",
       " 'LUNA ZARATTINI': {'afastado': False,\n",
       "  'mes3': 7793.36,\n",
       "  'mes4': 15870.37,\n",
       "  'mes5': 15536.36,\n",
       "  'mes6': 23131.94,\n",
       "  'mes7': 26529.82,\n",
       "  'mes8': 22256.42}}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ano = {}\n",
    "for n in range(1, 9, 1):\n",
    "    file = f\"2023{n:02d}\"\n",
    "    fileTXT = f\"dados-{file}.txt\"\n",
    "    if os.path.exists(fileTXT):\n",
    "        with open(fileTXT, \"r\", encoding=\"utf-8\") as file:\n",
    "            texto = file.readlines()\n",
    "            file.close()\n",
    "        texto = \"\".join(texto)\n",
    "    else:\n",
    "        url = f'https://sisgvarmazenamento.blob.core.windows.net/prd/PublicacaoPortal/Arquivos/{file}.htm'\n",
    "        texto = textFromURL(url)\n",
    "        with open(fileTXT, \"w+\", encoding=\"utf-8\") as file:\n",
    "            file.write(texto)\n",
    "            file.close()\n",
    "\n",
    "    for resultado in re.finditer(r\"Vereador\\(a\\): (( |\\.|\\w+)*)\\n(.+?)(?=Vereador)\", texto, re.DOTALL):\n",
    "        nome_vereador = resultado.group(1)\n",
    "        if nome_vereador not in ano:\n",
    "            ano[nome_vereador] = {\"afastado\": False}\n",
    "\n",
    "        dados = texto[resultado.start():resultado.end()]\n",
    "        if \"VEREADOR AFASTADO\" in dados:\n",
    "            ano[nome_vereador][\"afastado\"] = True\n",
    "            continue\n",
    "\n",
    "        total = re.search(r\"TOTAL DO MÊS\\s+([\\d.,]+)\", dados)\n",
    "        if total:\n",
    "            valor = locale.atof(total.group(1))\n",
    "\n",
    "            ano[nome_vereador][f\"mes{n}\"] = valor\n",
    "ano"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "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>vereador</th>\n",
       "      <th>mes1</th>\n",
       "      <th>mes2</th>\n",
       "      <th>mes3</th>\n",
       "      <th>mes4</th>\n",
       "      <th>mes5</th>\n",
       "      <th>mes6</th>\n",
       "      <th>mes7</th>\n",
       "      <th>mes8</th>\n",
       "      <th>total</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>RODOLFO DESPACHANTE</td>\n",
       "      <td>1367.62</td>\n",
       "      <td>27927.23</td>\n",
       "      <td>38313.87</td>\n",
       "      <td>46948.15</td>\n",
       "      <td>45960.09</td>\n",
       "      <td>30504.19</td>\n",
       "      <td>33324.25</td>\n",
       "      <td>31909.61</td>\n",
       "      <td>188646.29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>BETO DO SOCIAL</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>919.06</td>\n",
       "      <td>25363.22</td>\n",
       "      <td>31999.76</td>\n",
       "      <td>43914.78</td>\n",
       "      <td>42063.67</td>\n",
       "      <td>32125.81</td>\n",
       "      <td>175467.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>EDIR SALES</td>\n",
       "      <td>32118.75</td>\n",
       "      <td>20437.70</td>\n",
       "      <td>29623.07</td>\n",
       "      <td>32988.37</td>\n",
       "      <td>39319.99</td>\n",
       "      <td>38224.62</td>\n",
       "      <td>32050.62</td>\n",
       "      <td>27594.31</td>\n",
       "      <td>170177.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>JOÃO JORGE</td>\n",
       "      <td>26744.85</td>\n",
       "      <td>28063.26</td>\n",
       "      <td>34526.11</td>\n",
       "      <td>34401.89</td>\n",
       "      <td>32510.75</td>\n",
       "      <td>33590.02</td>\n",
       "      <td>32348.25</td>\n",
       "      <td>33397.23</td>\n",
       "      <td>166248.14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>ELI CORRÊA</td>\n",
       "      <td>24266.41</td>\n",
       "      <td>25701.64</td>\n",
       "      <td>27078.57</td>\n",
       "      <td>25594.96</td>\n",
       "      <td>41898.04</td>\n",
       "      <td>25431.65</td>\n",
       "      <td>24989.54</td>\n",
       "      <td>42743.28</td>\n",
       "      <td>160657.47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>SENIVAL MOURA</td>\n",
       "      <td>30326.25</td>\n",
       "      <td>30206.70</td>\n",
       "      <td>30070.38</td>\n",
       "      <td>31930.11</td>\n",
       "      <td>30654.66</td>\n",
       "      <td>30319.38</td>\n",
       "      <td>32244.84</td>\n",
       "      <td>30090.64</td>\n",
       "      <td>155239.63</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>LUANA ALVES</td>\n",
       "      <td>25236.11</td>\n",
       "      <td>31984.40</td>\n",
       "      <td>36838.80</td>\n",
       "      <td>34414.89</td>\n",
       "      <td>31549.55</td>\n",
       "      <td>31189.15</td>\n",
       "      <td>28232.76</td>\n",
       "      <td>23943.28</td>\n",
       "      <td>149329.63</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>ISAC FELIX</td>\n",
       "      <td>17572.46</td>\n",
       "      <td>30136.76</td>\n",
       "      <td>41415.87</td>\n",
       "      <td>34379.90</td>\n",
       "      <td>29449.85</td>\n",
       "      <td>34605.97</td>\n",
       "      <td>28561.63</td>\n",
       "      <td>17369.60</td>\n",
       "      <td>144366.95</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>ELISEU GABRIEL</td>\n",
       "      <td>15430.96</td>\n",
       "      <td>43983.94</td>\n",
       "      <td>36941.35</td>\n",
       "      <td>31150.41</td>\n",
       "      <td>29450.14</td>\n",
       "      <td>29474.06</td>\n",
       "      <td>23610.32</td>\n",
       "      <td>30165.85</td>\n",
       "      <td>143850.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>GEORGE HATO</td>\n",
       "      <td>29803.01</td>\n",
       "      <td>34162.71</td>\n",
       "      <td>30952.28</td>\n",
       "      <td>29952.54</td>\n",
       "      <td>34172.14</td>\n",
       "      <td>28082.52</td>\n",
       "      <td>26733.86</td>\n",
       "      <td>20443.96</td>\n",
       "      <td>139385.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>ALESSANDRO GUEDES</td>\n",
       "      <td>29392.35</td>\n",
       "      <td>28701.01</td>\n",
       "      <td>27023.94</td>\n",
       "      <td>25395.69</td>\n",
       "      <td>27773.76</td>\n",
       "      <td>23509.54</td>\n",
       "      <td>33930.21</td>\n",
       "      <td>27407.17</td>\n",
       "      <td>138016.37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>DR SIDNEY CRUZ</td>\n",
       "      <td>17764.58</td>\n",
       "      <td>22114.32</td>\n",
       "      <td>27056.36</td>\n",
       "      <td>26972.45</td>\n",
       "      <td>29804.43</td>\n",
       "      <td>24038.18</td>\n",
       "      <td>29006.66</td>\n",
       "      <td>27607.00</td>\n",
       "      <td>137428.72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>JAIR TATTO</td>\n",
       "      <td>32118.75</td>\n",
       "      <td>22604.51</td>\n",
       "      <td>23452.21</td>\n",
       "      <td>25172.58</td>\n",
       "      <td>25651.74</td>\n",
       "      <td>29000.28</td>\n",
       "      <td>35163.81</td>\n",
       "      <td>20923.44</td>\n",
       "      <td>135911.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>ATILIO FRANCISCO</td>\n",
       "      <td>22502.54</td>\n",
       "      <td>26849.15</td>\n",
       "      <td>29436.92</td>\n",
       "      <td>28475.71</td>\n",
       "      <td>28587.13</td>\n",
       "      <td>26970.31</td>\n",
       "      <td>22464.58</td>\n",
       "      <td>28461.74</td>\n",
       "      <td>134959.47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>TONINHO VESPOLI</td>\n",
       "      <td>23292.51</td>\n",
       "      <td>19011.43</td>\n",
       "      <td>22883.91</td>\n",
       "      <td>23981.06</td>\n",
       "      <td>25407.53</td>\n",
       "      <td>13981.07</td>\n",
       "      <td>34946.11</td>\n",
       "      <td>36239.44</td>\n",
       "      <td>134555.21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>MARCELO MESSIAS</td>\n",
       "      <td>24584.03</td>\n",
       "      <td>23969.35</td>\n",
       "      <td>29014.70</td>\n",
       "      <td>25196.10</td>\n",
       "      <td>30948.78</td>\n",
       "      <td>28417.95</td>\n",
       "      <td>33958.12</td>\n",
       "      <td>11014.19</td>\n",
       "      <td>129535.14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>JANAINA LIMA</td>\n",
       "      <td>19489.57</td>\n",
       "      <td>18803.77</td>\n",
       "      <td>18803.77</td>\n",
       "      <td>21209.00</td>\n",
       "      <td>21622.27</td>\n",
       "      <td>21591.97</td>\n",
       "      <td>37862.89</td>\n",
       "      <td>20785.00</td>\n",
       "      <td>123071.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>SILVIA DA BANCADA FEMINISTA</td>\n",
       "      <td>27309.34</td>\n",
       "      <td>30954.30</td>\n",
       "      <td>32875.74</td>\n",
       "      <td>26761.74</td>\n",
       "      <td>27295.80</td>\n",
       "      <td>26121.34</td>\n",
       "      <td>25028.17</td>\n",
       "      <td>17214.36</td>\n",
       "      <td>122421.41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>RINALDI DIGILIO</td>\n",
       "      <td>10255.71</td>\n",
       "      <td>12027.87</td>\n",
       "      <td>12537.26</td>\n",
       "      <td>8757.66</td>\n",
       "      <td>32544.05</td>\n",
       "      <td>17967.37</td>\n",
       "      <td>32291.36</td>\n",
       "      <td>30477.38</td>\n",
       "      <td>122037.82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>CAMILO CRISTÓFARO</td>\n",
       "      <td>19519.32</td>\n",
       "      <td>20980.25</td>\n",
       "      <td>21023.28</td>\n",
       "      <td>23460.22</td>\n",
       "      <td>24417.47</td>\n",
       "      <td>24319.05</td>\n",
       "      <td>24430.30</td>\n",
       "      <td>22547.50</td>\n",
       "      <td>119174.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>BOMBEIRO MAJOR PALUMBO</td>\n",
       "      <td>11026.88</td>\n",
       "      <td>21805.41</td>\n",
       "      <td>27154.23</td>\n",
       "      <td>20376.57</td>\n",
       "      <td>21272.90</td>\n",
       "      <td>28461.29</td>\n",
       "      <td>27745.78</td>\n",
       "      <td>21078.11</td>\n",
       "      <td>118934.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>RUTE COSTA</td>\n",
       "      <td>18772.25</td>\n",
       "      <td>20242.41</td>\n",
       "      <td>20108.67</td>\n",
       "      <td>19552.42</td>\n",
       "      <td>29323.20</td>\n",
       "      <td>21330.79</td>\n",
       "      <td>22145.51</td>\n",
       "      <td>25218.05</td>\n",
       "      <td>117569.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>GILSON BARRETO</td>\n",
       "      <td>21670.82</td>\n",
       "      <td>23258.56</td>\n",
       "      <td>26562.81</td>\n",
       "      <td>28866.84</td>\n",
       "      <td>22005.84</td>\n",
       "      <td>21423.84</td>\n",
       "      <td>21783.84</td>\n",
       "      <td>22196.84</td>\n",
       "      <td>116277.20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>JOÃO ANANIAS</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1465.75</td>\n",
       "      <td>14248.46</td>\n",
       "      <td>19876.84</td>\n",
       "      <td>27901.31</td>\n",
       "      <td>28130.16</td>\n",
       "      <td>22199.38</td>\n",
       "      <td>112356.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>ELAINE DO QUILOMBO PERIFÉRICO</td>\n",
       "      <td>15605.58</td>\n",
       "      <td>17555.11</td>\n",
       "      <td>27467.64</td>\n",
       "      <td>31694.15</td>\n",
       "      <td>21014.33</td>\n",
       "      <td>18972.26</td>\n",
       "      <td>19202.36</td>\n",
       "      <td>21183.01</td>\n",
       "      <td>112066.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>SANSÃO PEREIRA</td>\n",
       "      <td>21153.21</td>\n",
       "      <td>25359.53</td>\n",
       "      <td>20081.96</td>\n",
       "      <td>28882.88</td>\n",
       "      <td>21759.06</td>\n",
       "      <td>20648.57</td>\n",
       "      <td>19283.14</td>\n",
       "      <td>21015.58</td>\n",
       "      <td>111589.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>CELSO GIANNAZI</td>\n",
       "      <td>26226.32</td>\n",
       "      <td>17272.63</td>\n",
       "      <td>23422.86</td>\n",
       "      <td>19336.89</td>\n",
       "      <td>24517.00</td>\n",
       "      <td>30186.65</td>\n",
       "      <td>20670.96</td>\n",
       "      <td>16267.24</td>\n",
       "      <td>110978.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>LUNA ZARATTINI</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>7793.36</td>\n",
       "      <td>15870.37</td>\n",
       "      <td>15536.36</td>\n",
       "      <td>23131.94</td>\n",
       "      <td>26529.82</td>\n",
       "      <td>22256.42</td>\n",
       "      <td>103324.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>ANDRÉ SANTOS</td>\n",
       "      <td>28304.03</td>\n",
       "      <td>18842.63</td>\n",
       "      <td>29981.71</td>\n",
       "      <td>16092.49</td>\n",
       "      <td>18396.37</td>\n",
       "      <td>18960.05</td>\n",
       "      <td>17038.76</td>\n",
       "      <td>32620.72</td>\n",
       "      <td>103108.39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>DANILO DO POSTO DE SAÚDE</td>\n",
       "      <td>26896.93</td>\n",
       "      <td>27144.08</td>\n",
       "      <td>24271.85</td>\n",
       "      <td>16130.15</td>\n",
       "      <td>20996.93</td>\n",
       "      <td>21683.25</td>\n",
       "      <td>22436.91</td>\n",
       "      <td>21074.62</td>\n",
       "      <td>102321.86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>MANOEL DEL RIO</td>\n",
       "      <td>0.00</td>\n",
       "      <td>8520.00</td>\n",
       "      <td>23226.39</td>\n",
       "      <td>15404.43</td>\n",
       "      <td>19398.87</td>\n",
       "      <td>18425.53</td>\n",
       "      <td>23929.56</td>\n",
       "      <td>24233.85</td>\n",
       "      <td>101392.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>ARSELINO TATTO</td>\n",
       "      <td>20695.96</td>\n",
       "      <td>19881.33</td>\n",
       "      <td>21437.47</td>\n",
       "      <td>23286.64</td>\n",
       "      <td>20536.02</td>\n",
       "      <td>17351.03</td>\n",
       "      <td>20810.49</td>\n",
       "      <td>15771.51</td>\n",
       "      <td>97755.69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>JUSSARA BASSO</td>\n",
       "      <td>0.00</td>\n",
       "      <td>12525.12</td>\n",
       "      <td>25667.91</td>\n",
       "      <td>17106.21</td>\n",
       "      <td>17960.12</td>\n",
       "      <td>18948.38</td>\n",
       "      <td>28844.94</td>\n",
       "      <td>13294.51</td>\n",
       "      <td>96154.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>CRIS MONTEIRO</td>\n",
       "      <td>11107.18</td>\n",
       "      <td>16353.07</td>\n",
       "      <td>16367.04</td>\n",
       "      <td>19708.88</td>\n",
       "      <td>18493.18</td>\n",
       "      <td>16308.09</td>\n",
       "      <td>16188.32</td>\n",
       "      <td>20215.82</td>\n",
       "      <td>90914.29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>RUBINHO NUNES</td>\n",
       "      <td>17461.50</td>\n",
       "      <td>17880.60</td>\n",
       "      <td>17645.00</td>\n",
       "      <td>17200.00</td>\n",
       "      <td>18029.60</td>\n",
       "      <td>17284.50</td>\n",
       "      <td>16860.00</td>\n",
       "      <td>20688.60</td>\n",
       "      <td>90062.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>SANDRA SANTANA</td>\n",
       "      <td>10600.38</td>\n",
       "      <td>11235.23</td>\n",
       "      <td>10459.63</td>\n",
       "      <td>12192.43</td>\n",
       "      <td>27814.23</td>\n",
       "      <td>26922.13</td>\n",
       "      <td>9544.63</td>\n",
       "      <td>12316.78</td>\n",
       "      <td>88790.20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>FERNANDO HOLIDAY</td>\n",
       "      <td>507.01</td>\n",
       "      <td>557.22</td>\n",
       "      <td>15352.89</td>\n",
       "      <td>19787.29</td>\n",
       "      <td>12822.74</td>\n",
       "      <td>17513.94</td>\n",
       "      <td>16557.99</td>\n",
       "      <td>20301.35</td>\n",
       "      <td>86983.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>SANDRA TADEU</td>\n",
       "      <td>20772.00</td>\n",
       "      <td>23166.53</td>\n",
       "      <td>23556.03</td>\n",
       "      <td>15694.64</td>\n",
       "      <td>17846.33</td>\n",
       "      <td>17241.44</td>\n",
       "      <td>17440.02</td>\n",
       "      <td>18472.23</td>\n",
       "      <td>86694.66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>MARLON DO UBER</td>\n",
       "      <td>32118.75</td>\n",
       "      <td>32094.25</td>\n",
       "      <td>24950.11</td>\n",
       "      <td>23541.55</td>\n",
       "      <td>15341.82</td>\n",
       "      <td>11301.06</td>\n",
       "      <td>24608.94</td>\n",
       "      <td>11675.30</td>\n",
       "      <td>86468.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>HÉLIO RODRIGUES</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1655.92</td>\n",
       "      <td>6507.24</td>\n",
       "      <td>10754.88</td>\n",
       "      <td>9656.88</td>\n",
       "      <td>31298.18</td>\n",
       "      <td>21485.18</td>\n",
       "      <td>79702.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>ADILSON AMADEU</td>\n",
       "      <td>3778.60</td>\n",
       "      <td>12170.89</td>\n",
       "      <td>4104.51</td>\n",
       "      <td>8518.69</td>\n",
       "      <td>43140.23</td>\n",
       "      <td>18122.71</td>\n",
       "      <td>3432.14</td>\n",
       "      <td>4719.36</td>\n",
       "      <td>77933.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>AURELIO NOMURA</td>\n",
       "      <td>19482.70</td>\n",
       "      <td>16107.95</td>\n",
       "      <td>12956.13</td>\n",
       "      <td>13551.73</td>\n",
       "      <td>13032.11</td>\n",
       "      <td>16246.52</td>\n",
       "      <td>17062.80</td>\n",
       "      <td>14195.02</td>\n",
       "      <td>74088.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>THAMMY MIRANDA</td>\n",
       "      <td>13325.91</td>\n",
       "      <td>14381.84</td>\n",
       "      <td>16833.23</td>\n",
       "      <td>14175.95</td>\n",
       "      <td>15005.40</td>\n",
       "      <td>15147.89</td>\n",
       "      <td>14504.52</td>\n",
       "      <td>14825.43</td>\n",
       "      <td>73659.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>RODRIGO GOULART</td>\n",
       "      <td>14715.37</td>\n",
       "      <td>13716.63</td>\n",
       "      <td>18124.99</td>\n",
       "      <td>13426.79</td>\n",
       "      <td>18197.91</td>\n",
       "      <td>13676.05</td>\n",
       "      <td>13073.74</td>\n",
       "      <td>13466.74</td>\n",
       "      <td>71841.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>DR. NUNES PEIXEIRO</td>\n",
       "      <td>0.00</td>\n",
       "      <td>4815.95</td>\n",
       "      <td>8217.58</td>\n",
       "      <td>15162.83</td>\n",
       "      <td>14879.36</td>\n",
       "      <td>13504.35</td>\n",
       "      <td>13690.67</td>\n",
       "      <td>14291.68</td>\n",
       "      <td>71528.89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>MILTON FERREIRA</td>\n",
       "      <td>22097.94</td>\n",
       "      <td>17884.69</td>\n",
       "      <td>27084.34</td>\n",
       "      <td>19657.69</td>\n",
       "      <td>20276.10</td>\n",
       "      <td>10258.85</td>\n",
       "      <td>10831.51</td>\n",
       "      <td>8885.38</td>\n",
       "      <td>69909.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>JORGE WILSON FILHO</td>\n",
       "      <td>31920.03</td>\n",
       "      <td>31957.21</td>\n",
       "      <td>23357.18</td>\n",
       "      <td>7293.94</td>\n",
       "      <td>14083.72</td>\n",
       "      <td>14884.79</td>\n",
       "      <td>14690.48</td>\n",
       "      <td>11034.30</td>\n",
       "      <td>61987.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>CORONEL SALLES</td>\n",
       "      <td>0.00</td>\n",
       "      <td>3405.03</td>\n",
       "      <td>8054.11</td>\n",
       "      <td>6141.53</td>\n",
       "      <td>14929.71</td>\n",
       "      <td>12881.19</td>\n",
       "      <td>13086.61</td>\n",
       "      <td>13920.69</td>\n",
       "      <td>60959.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>ROBERTO TRIPOLI</td>\n",
       "      <td>11010.17</td>\n",
       "      <td>11070.54</td>\n",
       "      <td>11087.09</td>\n",
       "      <td>11654.60</td>\n",
       "      <td>11492.14</td>\n",
       "      <td>11170.96</td>\n",
       "      <td>11939.00</td>\n",
       "      <td>11799.29</td>\n",
       "      <td>58055.99</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>ELY TERUEL</td>\n",
       "      <td>9579.91</td>\n",
       "      <td>10812.86</td>\n",
       "      <td>14274.22</td>\n",
       "      <td>11305.92</td>\n",
       "      <td>11239.93</td>\n",
       "      <td>12566.18</td>\n",
       "      <td>12296.18</td>\n",
       "      <td>10576.18</td>\n",
       "      <td>57984.39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>FABIO RIVA</td>\n",
       "      <td>3338.51</td>\n",
       "      <td>3360.15</td>\n",
       "      <td>3385.73</td>\n",
       "      <td>10539.28</td>\n",
       "      <td>3421.67</td>\n",
       "      <td>11714.18</td>\n",
       "      <td>16816.03</td>\n",
       "      <td>6125.93</td>\n",
       "      <td>48617.09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>MILTON LEITE</td>\n",
       "      <td>7050.11</td>\n",
       "      <td>7953.12</td>\n",
       "      <td>9814.96</td>\n",
       "      <td>7625.98</td>\n",
       "      <td>11255.88</td>\n",
       "      <td>7832.45</td>\n",
       "      <td>5830.69</td>\n",
       "      <td>2757.18</td>\n",
       "      <td>35302.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>PAULO FRANGE</td>\n",
       "      <td>5583.61</td>\n",
       "      <td>5596.21</td>\n",
       "      <td>4822.35</td>\n",
       "      <td>5670.65</td>\n",
       "      <td>5426.31</td>\n",
       "      <td>5958.34</td>\n",
       "      <td>6557.65</td>\n",
       "      <td>5966.43</td>\n",
       "      <td>29579.38</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                         vereador      mes1      mes2      mes3      mes4  \\\n",
       "0             RODOLFO DESPACHANTE   1367.62  27927.23  38313.87  46948.15   \n",
       "1                  BETO DO SOCIAL      0.00      0.00    919.06  25363.22   \n",
       "2                      EDIR SALES  32118.75  20437.70  29623.07  32988.37   \n",
       "3                      JOÃO JORGE  26744.85  28063.26  34526.11  34401.89   \n",
       "4                      ELI CORRÊA  24266.41  25701.64  27078.57  25594.96   \n",
       "5                   SENIVAL MOURA  30326.25  30206.70  30070.38  31930.11   \n",
       "6                     LUANA ALVES  25236.11  31984.40  36838.80  34414.89   \n",
       "7                      ISAC FELIX  17572.46  30136.76  41415.87  34379.90   \n",
       "8                  ELISEU GABRIEL  15430.96  43983.94  36941.35  31150.41   \n",
       "9                     GEORGE HATO  29803.01  34162.71  30952.28  29952.54   \n",
       "10              ALESSANDRO GUEDES  29392.35  28701.01  27023.94  25395.69   \n",
       "11                 DR SIDNEY CRUZ  17764.58  22114.32  27056.36  26972.45   \n",
       "12                     JAIR TATTO  32118.75  22604.51  23452.21  25172.58   \n",
       "13               ATILIO FRANCISCO  22502.54  26849.15  29436.92  28475.71   \n",
       "14                TONINHO VESPOLI  23292.51  19011.43  22883.91  23981.06   \n",
       "15                MARCELO MESSIAS  24584.03  23969.35  29014.70  25196.10   \n",
       "16                   JANAINA LIMA  19489.57  18803.77  18803.77  21209.00   \n",
       "17    SILVIA DA BANCADA FEMINISTA  27309.34  30954.30  32875.74  26761.74   \n",
       "18                RINALDI DIGILIO  10255.71  12027.87  12537.26   8757.66   \n",
       "19              CAMILO CRISTÓFARO  19519.32  20980.25  21023.28  23460.22   \n",
       "20         BOMBEIRO MAJOR PALUMBO  11026.88  21805.41  27154.23  20376.57   \n",
       "21                     RUTE COSTA  18772.25  20242.41  20108.67  19552.42   \n",
       "22                 GILSON BARRETO  21670.82  23258.56  26562.81  28866.84   \n",
       "23                   JOÃO ANANIAS      0.00      0.00   1465.75  14248.46   \n",
       "24  ELAINE DO QUILOMBO PERIFÉRICO  15605.58  17555.11  27467.64  31694.15   \n",
       "25                 SANSÃO PEREIRA  21153.21  25359.53  20081.96  28882.88   \n",
       "26                 CELSO GIANNAZI  26226.32  17272.63  23422.86  19336.89   \n",
       "27                 LUNA ZARATTINI      0.00      0.00   7793.36  15870.37   \n",
       "28                   ANDRÉ SANTOS  28304.03  18842.63  29981.71  16092.49   \n",
       "29       DANILO DO POSTO DE SAÚDE  26896.93  27144.08  24271.85  16130.15   \n",
       "30                 MANOEL DEL RIO      0.00   8520.00  23226.39  15404.43   \n",
       "31                 ARSELINO TATTO  20695.96  19881.33  21437.47  23286.64   \n",
       "32                  JUSSARA BASSO      0.00  12525.12  25667.91  17106.21   \n",
       "33                  CRIS MONTEIRO  11107.18  16353.07  16367.04  19708.88   \n",
       "34                  RUBINHO NUNES  17461.50  17880.60  17645.00  17200.00   \n",
       "35                 SANDRA SANTANA  10600.38  11235.23  10459.63  12192.43   \n",
       "36               FERNANDO HOLIDAY    507.01    557.22  15352.89  19787.29   \n",
       "37                   SANDRA TADEU  20772.00  23166.53  23556.03  15694.64   \n",
       "38                 MARLON DO UBER  32118.75  32094.25  24950.11  23541.55   \n",
       "39                HÉLIO RODRIGUES      0.00      0.00   1655.92   6507.24   \n",
       "40                 ADILSON AMADEU   3778.60  12170.89   4104.51   8518.69   \n",
       "41                 AURELIO NOMURA  19482.70  16107.95  12956.13  13551.73   \n",
       "42                 THAMMY MIRANDA  13325.91  14381.84  16833.23  14175.95   \n",
       "43                RODRIGO GOULART  14715.37  13716.63  18124.99  13426.79   \n",
       "44             DR. NUNES PEIXEIRO      0.00   4815.95   8217.58  15162.83   \n",
       "45                MILTON FERREIRA  22097.94  17884.69  27084.34  19657.69   \n",
       "46             JORGE WILSON FILHO  31920.03  31957.21  23357.18   7293.94   \n",
       "47                 CORONEL SALLES      0.00   3405.03   8054.11   6141.53   \n",
       "48                ROBERTO TRIPOLI  11010.17  11070.54  11087.09  11654.60   \n",
       "49                     ELY TERUEL   9579.91  10812.86  14274.22  11305.92   \n",
       "50                     FABIO RIVA   3338.51   3360.15   3385.73  10539.28   \n",
       "51                   MILTON LEITE   7050.11   7953.12   9814.96   7625.98   \n",
       "52                   PAULO FRANGE   5583.61   5596.21   4822.35   5670.65   \n",
       "\n",
       "        mes5      mes6      mes7      mes8      total  \n",
       "0   45960.09  30504.19  33324.25  31909.61  188646.29  \n",
       "1   31999.76  43914.78  42063.67  32125.81  175467.24  \n",
       "2   39319.99  38224.62  32050.62  27594.31  170177.91  \n",
       "3   32510.75  33590.02  32348.25  33397.23  166248.14  \n",
       "4   41898.04  25431.65  24989.54  42743.28  160657.47  \n",
       "5   30654.66  30319.38  32244.84  30090.64  155239.63  \n",
       "6   31549.55  31189.15  28232.76  23943.28  149329.63  \n",
       "7   29449.85  34605.97  28561.63  17369.60  144366.95  \n",
       "8   29450.14  29474.06  23610.32  30165.85  143850.78  \n",
       "9   34172.14  28082.52  26733.86  20443.96  139385.02  \n",
       "10  27773.76  23509.54  33930.21  27407.17  138016.37  \n",
       "11  29804.43  24038.18  29006.66  27607.00  137428.72  \n",
       "12  25651.74  29000.28  35163.81  20923.44  135911.85  \n",
       "13  28587.13  26970.31  22464.58  28461.74  134959.47  \n",
       "14  25407.53  13981.07  34946.11  36239.44  134555.21  \n",
       "15  30948.78  28417.95  33958.12  11014.19  129535.14  \n",
       "16  21622.27  21591.97  37862.89  20785.00  123071.13  \n",
       "17  27295.80  26121.34  25028.17  17214.36  122421.41  \n",
       "18  32544.05  17967.37  32291.36  30477.38  122037.82  \n",
       "19  24417.47  24319.05  24430.30  22547.50  119174.54  \n",
       "20  21272.90  28461.29  27745.78  21078.11  118934.65  \n",
       "21  29323.20  21330.79  22145.51  25218.05  117569.97  \n",
       "22  22005.84  21423.84  21783.84  22196.84  116277.20  \n",
       "23  19876.84  27901.31  28130.16  22199.38  112356.15  \n",
       "24  21014.33  18972.26  19202.36  21183.01  112066.11  \n",
       "25  21759.06  20648.57  19283.14  21015.58  111589.23  \n",
       "26  24517.00  30186.65  20670.96  16267.24  110978.74  \n",
       "27  15536.36  23131.94  26529.82  22256.42  103324.91  \n",
       "28  18396.37  18960.05  17038.76  32620.72  103108.39  \n",
       "29  20996.93  21683.25  22436.91  21074.62  102321.86  \n",
       "30  19398.87  18425.53  23929.56  24233.85  101392.24  \n",
       "31  20536.02  17351.03  20810.49  15771.51   97755.69  \n",
       "32  17960.12  18948.38  28844.94  13294.51   96154.16  \n",
       "33  18493.18  16308.09  16188.32  20215.82   90914.29  \n",
       "34  18029.60  17284.50  16860.00  20688.60   90062.70  \n",
       "35  27814.23  26922.13   9544.63  12316.78   88790.20  \n",
       "36  12822.74  17513.94  16557.99  20301.35   86983.31  \n",
       "37  17846.33  17241.44  17440.02  18472.23   86694.66  \n",
       "38  15341.82  11301.06  24608.94  11675.30   86468.67  \n",
       "39  10754.88   9656.88  31298.18  21485.18   79702.36  \n",
       "40  43140.23  18122.71   3432.14   4719.36   77933.13  \n",
       "41  13032.11  16246.52  17062.80  14195.02   74088.18  \n",
       "42  15005.40  15147.89  14504.52  14825.43   73659.19  \n",
       "43  18197.91  13676.05  13073.74  13466.74   71841.23  \n",
       "44  14879.36  13504.35  13690.67  14291.68   71528.89  \n",
       "45  20276.10  10258.85  10831.51   8885.38   69909.53  \n",
       "46  14083.72  14884.79  14690.48  11034.30   61987.23  \n",
       "47  14929.71  12881.19  13086.61  13920.69   60959.73  \n",
       "48  11492.14  11170.96  11939.00  11799.29   58055.99  \n",
       "49  11239.93  12566.18  12296.18  10576.18   57984.39  \n",
       "50   3421.67  11714.18  16816.03   6125.93   48617.09  \n",
       "51  11255.88   7832.45   5830.69   2757.18   35302.18  \n",
       "52   5426.31   5958.34   6557.65   5966.43   29579.38  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.DataFrame.from_dict(ano, orient='index')\n",
    "df.reset_index(inplace=True)\n",
    "df.rename(columns={'index': 'vereador'}, inplace=True)\n",
    "df.fillna(0, inplace=True)\n",
    "df['total'] = df.iloc[:, -5:].sum(axis=1)\n",
    "df = df[df['afastado'] == False]\n",
    "df = df.drop('afastado', axis=1)\n",
    "df = df.sort_values(by='total', ascending=False)\n",
    "df = df.reset_index(drop=True)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['JOÃO JORGE', 26744.85, 28063.26, 34526.11, 34401.89, 32510.75,\n",
       "       33590.02, 32348.25, 33397.23, 166248.14], dtype=object)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.values[3]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "# Dados fictícios de custos mensais (substitua pelos seus próprios dados)\n",
    "meses = ['Janeiro', 'Fevereiro', 'Março', 'Abril', 'Maio', 'Junho','Julho','Agosto']\n",
    "\n",
    "\n",
    "# Criar um gráfico de barras empilhadas\n",
    "plt.figure(figsize=(10, 6))  # Definir o tamanho da figura (opcional)\n",
    "\n",
    "filtroNomes =[\"CRIS MONTEIRO\",'FERNANDO HOLIDAY']\n",
    "for linha in df.values:\n",
    "    if linha[0] in filtroNomes:\n",
    "        plt.plot(meses, linha[1:-1], label=linha[0])\n",
    "\n",
    "plt.xlabel('Mês')  # Rótulo do eixo x\n",
    "plt.ylabel('Custo em Reais')  # Rótulo do eixo y\n",
    "plt.title('Custos Mensais em 2023 por Vereador')  # Título do gráfico\n",
    "plt.legend()  # Adicionar legenda\n",
    "\n",
    "# Exibir o gráfico\n",
    "plt.show()\n"
   ]
  }
 ],
 "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": "3.9.0"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}